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  1. finetuned_models/MCIO_protocol/OCM2I/log_detail.txt +235 -0
  2. finetuned_models/MCIO_protocol/OCM2I/performance.csv +8 -0
  3. finetuned_models/MCIO_protocol/OCM2I/replay_vit_0_shot_checkpoint_run_4.pth.tar +3 -0
finetuned_models/MCIO_protocol/OCM2I/log_detail.txt ADDED
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1
+
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+ ----------------------------------------------- [START 2024-09-03 14:38:06] ---------------------------------------------------
3
+
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+ ** start training target model! **
5
+ --------|------------- VALID -------------|--- classifier ---|------ Current Best ------|--------------|
6
+ iter | loss top-1 HTER AUC | loss top-1 | top-1 HTER AUC | time |
7
+ -------------------------------------------------------------------------------------------------------|
8
+ 1.0 | 0.856 88.780 11.349 95.747 | 0.171 92.125 | 88.780 11.349 95.747 | 0 hr 02 min 0
9
+ 2.0 | 0.206 96.098 3.880 99.339 | 0.101 95.589 | 96.098 3.880 99.339 | 0 hr 04 min 0
10
+ 3.0 | 0.956 80.000 20.000 87.778 | 0.080 96.670 | 96.098 3.880 99.339 | 0 hr 06 min 0
11
+ 4.0 | 0.871 83.902 16.120 92.885 | 0.066 97.307 | 96.098 3.880 99.339 | 0 hr 09 min 0
12
+ 5.0 | 0.883 86.707 13.205 95.284 | 0.057 97.725 | 96.098 3.880 99.339 | 0 hr 11 min 0
13
+ 6.0 | 0.539 90.000 10.000 96.379 | 0.049 98.024 | 96.098 3.880 99.339 | 0 hr 13 min 0
14
+ 7.0 | 0.809 93.171 6.867 98.107 | 0.044 98.245 | 96.098 3.880 99.339 | 0 hr 16 min 0
15
+ 8.0 | 1.146 94.146 5.975 98.209 | 0.040 98.409 | 96.098 3.880 99.339 | 0 hr 18 min 0
16
+ 9.0 | 0.200 95.854 4.025 98.897 | 0.037 98.541 | 96.098 3.880 99.339 | 0 hr 20 min 0
17
+ 10.0 | 2.575 81.707 18.361 91.977 | 0.035 98.641 | 96.098 3.880 99.339 | 0 hr 23 min 0
18
+ 11.0 | 0.774 93.049 6.940 98.159 | 0.032 98.731 | 96.098 3.880 99.339 | 0 hr 25 min 0
19
+ 12.0 | 0.765 93.049 6.940 98.022 | 0.031 98.804 | 96.098 3.880 99.339 | 0 hr 27 min 0
20
+ 13.0 | 1.709 83.293 16.795 92.040 | 0.029 98.874 | 96.098 3.880 99.339 | 0 hr 29 min 0
21
+ 14.0 | 0.187 92.195 7.759 98.336 | 0.028 98.920 | 96.098 3.880 99.339 | 0 hr 32 min 0
22
+ 15.0 | 2.029 77.683 22.313 86.997 | 0.027 98.971 | 96.098 3.880 99.339 | 0 hr 34 min 0
23
+ 16.0 | 2.117 90.976 8.796 97.308 | 0.026 99.008 | 96.098 3.880 99.339 | 0 hr 36 min 0
24
+ 17.0 | 1.432 86.951 13.060 94.585 | 0.025 99.045 | 96.098 3.880 99.339 | 0 hr 39 min 0
25
+ 18.0 | 0.414 87.683 12.313 94.965 | 0.024 99.088 | 96.098 3.880 99.339 | 0 hr 41 min 0
26
+ 19.0 | 0.487 95.610 4.482 99.186 | 0.023 99.119 | 96.098 3.880 99.339 | 0 hr 43 min 0
27
+ 20.0 | 0.467 90.732 9.253 97.175 | 0.023 99.139 | 96.098 3.880 99.339 | 0 hr 46 min 0
28
+ 21.0 | 0.848 91.707 8.361 97.857 | 0.022 99.163 | 96.098 3.880 99.339 | 0 hr 48 min 0
29
+ 22.0 | 1.018 86.098 13.880 95.071 | 0.022 99.188 | 96.098 3.880 99.339 | 0 hr 50 min 0
30
+ 23.0 | 0.874 89.268 10.747 96.295 | 0.021 99.191 | 96.098 3.880 99.339 | 0 hr 52 min 0
31
+ 24.0 | 0.593 94.512 5.446 98.787 | 0.021 99.216 | 96.098 3.880 99.339 | 0 hr 55 min 0
32
+ 25.0 | 1.497 88.537 11.494 95.781 | 0.020 99.238 | 96.098 3.880 99.339 | 0 hr 57 min 0
33
+ 26.0 | 0.573 86.951 13.060 95.186 | 0.020 99.262 | 96.098 3.880 99.339 | 0 hr 59 min 0
34
+ 27.0 | 0.384 91.585 8.434 98.280 | 0.019 99.280 | 96.098 3.880 99.339 | 1 hr 02 min 0
35
+ 28.0 | 0.205 90.732 9.253 97.708 | 0.019 99.297 | 96.098 3.880 99.339 | 1 hr 04 min 0
36
+ 29.0 | 1.377 84.024 16.048 93.304 | 0.018 99.316 | 96.098 3.880 99.339 | 1 hr 06 min 0
37
+ 30.0 | 1.720 85.366 14.627 94.638 | 0.018 99.330 | 96.098 3.880 99.339 | 1 hr 09 min 0
38
+ 31.0 | 1.355 86.463 13.662 95.486 | 0.018 99.346 | 96.098 3.880 99.339 | 1 hr 11 min 0
39
+ 32.0 | 1.748 84.756 15.301 93.411 | 0.018 99.351 | 96.098 3.880 99.339 | 1 hr 13 min 0
40
+ 33.0 | 1.181 87.683 12.313 96.496 | 0.017 99.361 | 96.098 3.880 99.339 | 1 hr 16 min 0
41
+ 34.0 | 0.385 87.683 12.313 95.502 | 0.017 99.373 | 96.098 3.880 99.339 | 1 hr 18 min 0
42
+ 35.0 | 1.810 85.732 14.409 94.421 | 0.017 99.387 | 96.098 3.880 99.339 | 1 hr 20 min 0
43
+ 36.0 | 2.440 85.610 14.482 95.120 | 0.016 99.402 | 96.098 3.880 99.339 | 1 hr 23 min 0
44
+ 37.0 | 1.896 90.976 8.796 97.584 | 0.016 99.413 | 96.098 3.880 99.339 | 1 hr 25 min 0
45
+ 38.0 | 0.793 90.000 10.000 96.886 | 0.016 99.424 | 96.098 3.880 99.339 | 1 hr 27 min 0
46
+ 39.0 | 0.303 90.732 9.253 97.768 | 0.015 99.432 | 96.098 3.880 99.339 | 1 hr 30 min 0
47
+ 40.0 | 0.348 91.341 8.579 97.060 | 0.015 99.443 | 96.098 3.880 99.339 | 1 hr 32 min 0
48
+
49
+ ----------------------------------------------- [START 2024-09-03 16:10:58] ---------------------------------------------------
50
+
51
+ ** start training target model! **
52
+ --------|------------- VALID -------------|--- classifier ---|------ Current Best ------|--------------|
53
+ iter | loss top-1 HTER AUC | loss top-1 | top-1 HTER AUC | time |
54
+ -------------------------------------------------------------------------------------------------------|
55
+ 1.0 | 0.188 90.976 9.108 96.667 | 0.177 91.719 | 90.976 9.108 96.667 | 0 hr 02 min 0
56
+ 2.0 | 0.423 88.415 11.566 95.348 | 0.103 95.422 | 90.976 9.108 96.667 | 0 hr 04 min 0
57
+ 3.0 | 0.112 93.902 6.120 98.887 | 0.078 96.670 | 93.902 6.120 98.887 | 0 hr 07 min 0
58
+ 4.0 | 0.280 85.366 14.627 93.886 | 0.064 97.300 | 93.902 6.120 98.887 | 0 hr 09 min 0
59
+ 5.0 | 1.134 79.268 20.747 87.804 | 0.055 97.690 | 93.902 6.120 98.887 | 0 hr 12 min 0
60
+ 6.0 | 0.503 90.732 9.253 96.475 | 0.048 97.996 | 93.902 6.120 98.887 | 0 hr 14 min 0
61
+ 7.0 | 1.446 88.171 11.711 95.371 | 0.043 98.235 | 93.902 6.120 98.887 | 0 hr 16 min 0
62
+ 8.0 | 0.672 90.000 10.000 96.355 | 0.040 98.380 | 93.902 6.120 98.887 | 0 hr 19 min 0
63
+ 9.0 | 0.509 85.366 14.627 92.609 | 0.037 98.508 | 93.902 6.120 98.887 | 0 hr 21 min 0
64
+ 10.0 | 0.899 83.049 16.940 91.577 | 0.034 98.603 | 93.902 6.120 98.887 | 0 hr 23 min 0
65
+ 11.0 | 3.590 72.073 27.832 84.764 | 0.032 98.680 | 93.902 6.120 98.887 | 0 hr 26 min 0
66
+ 12.0 | 1.631 88.780 11.349 96.323 | 0.031 98.755 | 93.902 6.120 98.887 | 0 hr 28 min 0
67
+ 13.0 | 1.100 94.634 5.373 98.583 | 0.029 98.826 | 94.634 5.373 98.583 | 0 hr 31 min 0
68
+ 14.0 | 0.898 88.415 11.566 95.200 | 0.028 98.891 | 94.634 5.373 98.583 | 0 hr 33 min 0
69
+ 15.0 | 0.951 90.854 9.181 96.932 | 0.027 98.945 | 94.634 5.373 98.583 | 0 hr 35 min 0
70
+ 16.0 | 0.126 93.049 6.940 98.408 | 0.025 98.991 | 94.634 5.373 98.583 | 0 hr 38 min 0
71
+ 17.0 | 0.520 91.585 8.434 97.448 | 0.025 99.029 | 94.634 5.373 98.583 | 0 hr 40 min 0
72
+ 18.0 | 0.730 91.585 8.434 96.545 | 0.024 99.060 | 94.634 5.373 98.583 | 0 hr 43 min 0
73
+ 19.0 | 0.506 86.098 13.880 93.115 | 0.023 99.095 | 94.634 5.373 98.583 | 0 hr 45 min 0
74
+ 20.0 | 2.245 94.024 6.360 98.355 | 0.022 99.130 | 94.634 5.373 98.583 | 0 hr 47 min 0
75
+ 21.0 | 0.487 84.512 15.446 92.770 | 0.022 99.147 | 94.634 5.373 98.583 | 0 hr 50 min 0
76
+ 22.0 | 0.474 83.171 16.867 92.030 | 0.021 99.174 | 94.634 5.373 98.583 | 0 hr 52 min 0
77
+ 23.0 | 1.947 80.244 19.855 89.832 | 0.021 99.196 | 94.634 5.373 98.583 | 0 hr 54 min 0
78
+ 24.0 | 0.455 82.439 17.614 92.765 | 0.020 99.218 | 94.634 5.373 98.583 | 0 hr 57 min 0
79
+ 25.0 | 0.857 87.683 12.313 95.783 | 0.020 99.241 | 94.634 5.373 98.583 | 0 hr 59 min 0
80
+ 26.0 | 1.154 87.683 12.313 95.759 | 0.019 99.263 | 94.634 5.373 98.583 | 1 hr 01 min 0
81
+ 27.0 | 0.658 88.293 11.639 96.379 | 0.019 99.284 | 94.634 5.373 98.583 | 1 hr 04 min 0
82
+ 28.0 | 1.361 85.366 14.627 94.501 | 0.018 99.302 | 94.634 5.373 98.583 | 1 hr 06 min 0
83
+ 29.0 | 1.612 89.146 10.819 96.602 | 0.018 99.311 | 94.634 5.373 98.583 | 1 hr 09 min 0
84
+ 30.0 | 1.271 88.415 11.566 96.017 | 0.018 99.326 | 94.634 5.373 98.583 | 1 hr 11 min 0
85
+ 31.0 | 0.681 90.732 9.253 97.501 | 0.018 99.341 | 94.634 5.373 98.583 | 1 hr 13 min 0
86
+ 32.0 | 1.816 85.488 14.554 92.368 | 0.017 99.351 | 94.634 5.373 98.583 | 1 hr 16 min 0
87
+ 33.0 | 0.753 87.561 12.386 95.198 | 0.017 99.361 | 94.634 5.373 98.583 | 1 hr 18 min 0
88
+ 34.0 | 0.428 86.341 13.735 94.970 | 0.017 99.374 | 94.634 5.373 98.583 | 1 hr 20 min 0
89
+ 35.0 | 1.124 82.317 17.687 93.086 | 0.016 99.388 | 94.634 5.373 98.583 | 1 hr 23 min 0
90
+ 36.0 | 0.680 88.293 11.639 95.523 | 0.016 99.402 | 94.634 5.373 98.583 | 1 hr 25 min 0
91
+ 37.0 | 0.687 83.902 16.120 91.423 | 0.016 99.412 | 94.634 5.373 98.583 | 1 hr 28 min 0
92
+ 38.0 | 0.354 84.634 15.373 92.936 | 0.015 99.421 | 94.634 5.373 98.583 | 1 hr 30 min 0
93
+ 39.0 | 0.752 84.634 15.373 91.964 | 0.015 99.428 | 94.634 5.373 98.583 | 1 hr 32 min 0
94
+ 40.0 | 0.685 91.585 8.434 97.376 | 0.015 99.436 | 94.634 5.373 98.583 | 1 hr 35 min 0
95
+
96
+ ----------------------------------------------- [START 2024-09-03 17:46:01] ---------------------------------------------------
97
+
98
+ ** start training target model! **
99
+ --------|------------- VALID -------------|--- classifier ---|------ Current Best ------|--------------|
100
+ iter | loss top-1 HTER AUC | loss top-1 | top-1 HTER AUC | time |
101
+ -------------------------------------------------------------------------------------------------------|
102
+ 1.0 | 0.707 86.098 13.880 93.755 | 0.167 92.385 | 86.098 13.880 93.755 | 0 hr 02 min 0
103
+ 2.0 | 0.924 90.976 9.108 96.912 | 0.100 95.677 | 90.976 9.108 96.912 | 0 hr 04 min 0
104
+ 3.0 | 0.701 81.585 18.434 91.444 | 0.075 96.858 | 90.976 9.108 96.912 | 0 hr 07 min 0
105
+ 4.0 | 0.491 93.049 6.940 97.475 | 0.061 97.497 | 93.049 6.940 97.475 | 0 hr 09 min 0
106
+ 5.0 | 0.551 93.902 6.120 97.805 | 0.052 97.894 | 93.902 6.120 97.805 | 0 hr 11 min 0
107
+ 6.0 | 1.012 89.756 10.145 96.589 | 0.046 98.146 | 93.902 6.120 97.805 | 0 hr 14 min 0
108
+ 7.0 | 0.627 84.756 15.301 92.897 | 0.041 98.365 | 93.902 6.120 97.805 | 0 hr 16 min 0
109
+ 8.0 | 0.311 94.756 5.301 99.059 | 0.039 98.448 | 94.756 5.301 99.059 | 0 hr 18 min 0
110
+ 9.0 | 0.288 93.780 6.193 98.334 | 0.036 98.590 | 94.756 5.301 99.059 | 0 hr 21 min 0
111
+ 10.0 | 0.107 95.122 4.771 98.948 | 0.033 98.697 | 95.122 4.771 98.948 | 0 hr 23 min 0
112
+ 11.0 | 0.533 88.171 11.711 95.776 | 0.031 98.779 | 95.122 4.771 98.948 | 0 hr 25 min 0
113
+ 12.0 | 0.338 89.146 10.819 95.437 | 0.030 98.840 | 95.122 4.771 98.948 | 0 hr 28 min 0
114
+ 13.0 | 0.268 86.098 13.880 94.710 | 0.028 98.904 | 95.122 4.771 98.948 | 0 hr 30 min 0
115
+ 14.0 | 1.042 89.390 10.674 96.720 | 0.027 98.950 | 95.122 4.771 98.948 | 0 hr 32 min 0
116
+ 15.0 | 0.510 93.171 6.867 97.851 | 0.026 98.994 | 95.122 4.771 98.948 | 0 hr 35 min 0
117
+ 16.0 | 0.851 83.659 16.265 91.962 | 0.025 99.033 | 95.122 4.771 98.948 | 0 hr 37 min 0
118
+ 17.0 | 0.599 92.561 7.542 98.032 | 0.024 99.073 | 95.122 4.771 98.948 | 0 hr 40 min 0
119
+ 18.0 | 0.269 91.341 8.579 97.021 | 0.023 99.108 | 95.122 4.771 98.948 | 0 hr 42 min 0
120
+ 19.0 | 0.369 95.366 4.627 98.900 | 0.022 99.142 | 95.366 4.627 98.900 | 0 hr 44 min 0
121
+ 20.0 | 0.336 83.415 16.722 92.583 | 0.022 99.166 | 95.366 4.627 98.900 | 0 hr 46 min 0
122
+ 21.0 | 1.217 93.780 6.193 98.282 | 0.021 99.191 | 95.366 4.627 98.900 | 0 hr 49 min 0
123
+ 22.0 | 0.797 89.268 10.747 95.411 | 0.021 99.201 | 95.366 4.627 98.900 | 0 hr 51 min 0
124
+ 23.0 | 0.688 91.341 8.579 96.612 | 0.020 99.226 | 95.366 4.627 98.900 | 0 hr 53 min 0
125
+ 24.0 | 0.311 87.683 12.313 94.889 | 0.020 99.244 | 95.366 4.627 98.900 | 0 hr 56 min 0
126
+ 25.0 | 0.499 82.317 17.687 90.406 | 0.020 99.261 | 95.366 4.627 98.900 | 0 hr 58 min 0
127
+ 26.0 | 1.111 90.610 9.326 96.358 | 0.019 99.279 | 95.366 4.627 98.900 | 1 hr 00 min 0
128
+ 27.0 | 0.290 84.390 15.518 92.023 | 0.019 99.297 | 95.366 4.627 98.900 | 1 hr 03 min 0
129
+ 28.0 | 0.392 85.122 14.771 93.897 | 0.018 99.316 | 95.366 4.627 98.900 | 1 hr 05 min 0
130
+ 29.0 | 0.621 86.220 13.807 93.948 | 0.018 99.328 | 95.366 4.627 98.900 | 1 hr 07 min 0
131
+ 30.0 | 1.376 86.098 13.880 93.780 | 0.018 99.345 | 95.366 4.627 98.900 | 1 hr 09 min 0
132
+ 31.0 | 0.468 90.732 9.253 96.157 | 0.017 99.357 | 95.366 4.627 98.900 | 1 hr 12 min 0
133
+ 32.0 | 0.841 88.780 11.349 95.638 | 0.017 99.371 | 95.366 4.627 98.900 | 1 hr 14 min 0
134
+ 33.0 | 0.860 93.049 6.940 97.677 | 0.017 99.383 | 95.366 4.627 98.900 | 1 hr 16 min 0
135
+ 34.0 | 1.806 92.195 7.759 97.711 | 0.016 99.395 | 95.366 4.627 98.900 | 1 hr 19 min 0
136
+ 35.0 | 0.603 80.488 19.398 89.904 | 0.016 99.409 | 95.366 4.627 98.900 | 1 hr 21 min 0
137
+ 36.0 | 1.631 86.829 13.133 94.946 | 0.016 99.413 | 95.366 4.627 98.900 | 1 hr 23 min 0
138
+ 37.0 | 0.551 95.122 4.771 98.828 | 0.016 99.425 | 95.366 4.627 98.900 | 1 hr 26 min 0
139
+ 38.0 | 0.663 91.585 8.434 96.673 | 0.015 99.434 | 95.366 4.627 98.900 | 1 hr 28 min 0
140
+ 39.0 | 0.589 86.341 13.735 94.618 | 0.015 99.446 | 95.366 4.627 98.900 | 1 hr 30 min 0
141
+ 40.0 | 2.250 81.585 18.434 91.460 | 0.015 99.454 | 95.366 4.627 98.900 | 1 hr 33 min 0
142
+
143
+ ----------------------------------------------- [START 2024-09-03 19:19:11] ---------------------------------------------------
144
+
145
+ ** start training target model! **
146
+ --------|------------- VALID -------------|--- classifier ---|------ Current Best ------|--------------|
147
+ iter | loss top-1 HTER AUC | loss top-1 | top-1 HTER AUC | time |
148
+ -------------------------------------------------------------------------------------------------------|
149
+ 1.0 | 0.686 94.756 5.301 98.788 | 0.164 92.646 | 94.756 5.301 98.788 | 0 hr 02 min 0
150
+ 2.0 | 0.695 91.585 8.434 97.114 | 0.101 95.771 | 94.756 5.301 98.788 | 0 hr 04 min 0
151
+ 3.0 | 0.910 87.805 12.241 95.698 | 0.074 96.983 | 94.756 5.301 98.788 | 0 hr 07 min 0
152
+ 4.0 | 0.277 90.732 9.253 96.909 | 0.060 97.557 | 94.756 5.301 98.788 | 0 hr 09 min 0
153
+ 5.0 | 0.425 87.561 12.386 95.134 | 0.055 97.815 | 94.756 5.301 98.788 | 0 hr 11 min 0
154
+ 6.0 | 0.925 87.439 12.458 95.452 | 0.049 98.085 | 94.756 5.301 98.788 | 0 hr 13 min 0
155
+ 7.0 | 0.359 93.049 6.940 97.958 | 0.044 98.271 | 94.756 5.301 98.788 | 0 hr 16 min 0
156
+ 8.0 | 2.147 81.829 17.977 91.342 | 0.040 98.435 | 94.756 5.301 98.788 | 0 hr 18 min 0
157
+ 9.0 | 1.038 90.488 9.398 95.572 | 0.037 98.556 | 94.756 5.301 98.788 | 0 hr 21 min 0
158
+ 10.0 | 0.231 90.732 9.253 96.631 | 0.034 98.675 | 94.756 5.301 98.788 | 0 hr 23 min 0
159
+ 11.0 | 0.461 83.902 16.120 92.480 | 0.033 98.745 | 94.756 5.301 98.788 | 0 hr 25 min 0
160
+ 12.0 | 0.255 93.049 6.940 98.152 | 0.031 98.823 | 94.756 5.301 98.788 | 0 hr 27 min 0
161
+ 13.0 | 0.396 85.366 14.627 93.709 | 0.029 98.882 | 94.756 5.301 98.788 | 0 hr 30 min 0
162
+ 14.0 | 0.234 86.951 13.060 95.096 | 0.028 98.940 | 94.756 5.301 98.788 | 0 hr 32 min 0
163
+ 15.0 | 0.265 93.049 6.940 98.268 | 0.027 98.977 | 94.756 5.301 98.788 | 0 hr 34 min 0
164
+ 16.0 | 0.509 80.000 20.000 89.873 | 0.026 99.006 | 94.756 5.301 98.788 | 0 hr 37 min 0
165
+ 17.0 | 0.288 90.732 9.253 97.394 | 0.025 99.045 | 94.756 5.301 98.788 | 0 hr 39 min 0
166
+ 18.0 | 0.319 84.146 15.975 94.357 | 0.024 99.085 | 94.756 5.301 98.788 | 0 hr 41 min 0
167
+ 19.0 | 0.480 82.073 17.832 89.123 | 0.024 99.092 | 94.756 5.301 98.788 | 0 hr 44 min 0
168
+ 20.0 | 2.879 80.122 19.928 89.509 | 0.023 99.121 | 94.756 5.301 98.788 | 0 hr 46 min 0
169
+ 21.0 | 1.617 83.780 16.193 93.736 | 0.023 99.142 | 94.756 5.301 98.788 | 0 hr 48 min 0
170
+ 22.0 | 0.797 90.244 9.855 97.501 | 0.022 99.172 | 94.756 5.301 98.788 | 0 hr 51 min 0
171
+ 23.0 | 0.854 78.415 21.566 86.377 | 0.021 99.199 | 94.756 5.301 98.788 | 0 hr 53 min 0
172
+ 24.0 | 0.482 87.683 12.313 94.759 | 0.021 99.221 | 94.756 5.301 98.788 | 0 hr 55 min 0
173
+ 25.0 | 0.435 90.000 10.000 96.130 | 0.020 99.246 | 94.756 5.301 98.788 | 0 hr 58 min 0
174
+ 26.0 | 0.605 84.634 15.373 92.825 | 0.020 99.263 | 94.756 5.301 98.788 | 1 hr 00 min 0
175
+ 27.0 | 0.710 81.585 18.434 92.737 | 0.019 99.283 | 94.756 5.301 98.788 | 1 hr 02 min 0
176
+ 28.0 | 1.127 91.341 8.579 97.608 | 0.019 99.297 | 94.756 5.301 98.788 | 1 hr 05 min 0
177
+ 29.0 | 1.433 86.098 13.880 94.497 | 0.018 99.317 | 94.756 5.301 98.788 | 1 hr 07 min 0
178
+ 30.0 | 0.688 80.732 19.253 89.628 | 0.018 99.330 | 94.756 5.301 98.788 | 1 hr 09 min 0
179
+ 31.0 | 0.928 89.024 10.892 96.290 | 0.018 99.343 | 94.756 5.301 98.788 | 1 hr 11 min 0
180
+ 32.0 | 0.315 87.927 12.168 94.964 | 0.018 99.354 | 94.756 5.301 98.788 | 1 hr 14 min 0
181
+ 33.0 | 0.442 77.683 22.313 87.639 | 0.017 99.369 | 94.756 5.301 98.788 | 1 hr 16 min 0
182
+ 34.0 | 0.414 87.683 12.313 95.328 | 0.017 99.379 | 94.756 5.301 98.788 | 1 hr 19 min 0
183
+ 35.0 | 0.811 81.585 18.434 90.181 | 0.017 99.392 | 94.756 5.301 98.788 | 1 hr 21 min 0
184
+ 36.0 | 1.936 85.976 14.264 94.792 | 0.016 99.404 | 94.756 5.301 98.788 | 1 hr 23 min 0
185
+ 37.0 | 1.215 82.317 17.687 89.506 | 0.016 99.416 | 94.756 5.301 98.788 | 1 hr 25 min 0
186
+ 38.0 | 1.187 75.366 24.627 83.978 | 0.016 99.423 | 94.756 5.301 98.788 | 1 hr 28 min 0
187
+ 39.0 | 0.483 88.415 11.566 95.827 | 0.015 99.432 | 94.756 5.301 98.788 | 1 hr 30 min 0
188
+ 40.0 | 0.629 87.439 12.458 95.311 | 0.015 99.442 | 94.756 5.301 98.788 | 1 hr 33 min 0
189
+
190
+ ----------------------------------------------- [START 2024-09-03 20:52:17] ---------------------------------------------------
191
+
192
+ ** start training target model! **
193
+ --------|------------- VALID -------------|--- classifier ---|------ Current Best ------|--------------|
194
+ iter | loss top-1 HTER AUC | loss top-1 | top-1 HTER AUC | time |
195
+ -------------------------------------------------------------------------------------------------------|
196
+ 1.0 | 0.211 87.561 12.386 95.324 | 0.178 91.896 | 87.561 12.386 95.324 | 0 hr 02 min 0
197
+ 2.0 | 0.201 93.902 6.120 98.260 | 0.111 95.214 | 93.902 6.120 98.260 | 0 hr 04 min 0
198
+ 3.0 | 1.066 89.756 10.145 95.987 | 0.080 96.632 | 93.902 6.120 98.260 | 0 hr 06 min 0
199
+ 4.0 | 0.263 93.902 6.120 98.483 | 0.066 97.281 | 93.902 6.120 98.483 | 0 hr 09 min 0
200
+ 5.0 | 0.673 89.146 10.819 96.565 | 0.056 97.729 | 93.902 6.120 98.483 | 0 hr 11 min 0
201
+ 6.0 | 0.291 89.268 10.747 96.823 | 0.049 98.009 | 93.902 6.120 98.483 | 0 hr 13 min 0
202
+ 7.0 | 0.904 94.390 5.518 99.127 | 0.044 98.222 | 94.390 5.518 99.127 | 0 hr 16 min 0
203
+ 8.0 | 0.950 86.951 13.060 94.993 | 0.041 98.361 | 94.390 5.518 99.127 | 0 hr 18 min 0
204
+ 9.0 | 0.535 92.561 7.542 97.691 | 0.038 98.507 | 94.390 5.518 99.127 | 0 hr 21 min 0
205
+ 10.0 | 0.894 91.585 8.434 97.375 | 0.035 98.614 | 94.390 5.518 99.127 | 0 hr 23 min 0
206
+ 11.0 | 0.474 89.268 10.747 96.691 | 0.033 98.721 | 94.390 5.518 99.127 | 0 hr 25 min 0
207
+ 12.0 | 0.341 93.049 6.940 97.971 | 0.031 98.801 | 94.390 5.518 99.127 | 0 hr 28 min 0
208
+ 13.0 | 0.249 93.049 6.940 98.159 | 0.030 98.846 | 94.390 5.518 99.127 | 0 hr 30 min 0
209
+ 14.0 | 0.236 87.683 12.313 95.766 | 0.028 98.899 | 94.390 5.518 99.127 | 0 hr 32 min 0
210
+ 15.0 | 0.313 92.317 7.687 98.069 | 0.027 98.956 | 94.390 5.518 99.127 | 0 hr 35 min 0
211
+ 16.0 | 0.426 93.049 6.940 98.814 | 0.026 99.005 | 94.390 5.518 99.127 | 0 hr 37 min 0
212
+ 17.0 | 0.812 92.317 7.687 97.601 | 0.025 99.040 | 94.390 5.518 99.127 | 0 hr 39 min 0
213
+ 18.0 | 0.768 84.756 15.301 94.726 | 0.024 99.068 | 94.390 5.518 99.127 | 0 hr 41 min 0
214
+ 19.0 | 0.145 92.317 7.687 97.446 | 0.024 99.099 | 94.390 5.518 99.127 | 0 hr 44 min 0
215
+ 20.0 | 0.308 95.976 3.952 99.517 | 0.023 99.135 | 95.976 3.952 99.517 | 0 hr 46 min 0
216
+ 21.0 | 0.616 91.585 8.434 96.565 | 0.022 99.159 | 95.976 3.952 99.517 | 0 hr 49 min 0
217
+ 22.0 | 0.308 89.268 10.747 95.722 | 0.022 99.185 | 95.976 3.952 99.517 | 0 hr 51 min 0
218
+ 23.0 | 1.632 78.780 21.349 87.207 | 0.021 99.204 | 95.976 3.952 99.517 | 0 hr 53 min 0
219
+ 24.0 | 0.756 87.683 12.313 95.400 | 0.020 99.229 | 95.976 3.952 99.517 | 0 hr 56 min 0
220
+ 25.0 | 1.666 87.683 12.313 94.565 | 0.020 99.244 | 95.976 3.952 99.517 | 0 hr 58 min 0
221
+ 26.0 | 0.925 84.634 15.373 93.376 | 0.020 99.264 | 95.976 3.952 99.517 | 1 hr 00 min 0
222
+ 27.0 | 0.481 92.195 7.759 97.504 | 0.019 99.277 | 95.976 3.952 99.517 | 1 hr 03 min 0
223
+ 28.0 | 0.446 93.049 6.940 98.183 | 0.019 99.291 | 95.976 3.952 99.517 | 1 hr 05 min 0
224
+ 29.0 | 0.281 94.634 5.373 98.600 | 0.018 99.304 | 95.976 3.952 99.517 | 1 hr 07 min 0
225
+ 30.0 | 0.677 90.732 9.253 97.010 | 0.018 99.319 | 95.976 3.952 99.517 | 1 hr 10 min 0
226
+ 31.0 | 0.147 93.049 6.940 98.139 | 0.018 99.334 | 95.976 3.952 99.517 | 1 hr 12 min 0
227
+ 32.0 | 0.965 87.683 12.313 94.774 | 0.017 99.346 | 95.976 3.952 99.517 | 1 hr 14 min 0
228
+ 33.0 | 0.858 90.000 10.000 95.803 | 0.017 99.361 | 95.976 3.952 99.517 | 1 hr 16 min 0
229
+ 34.0 | 0.672 89.268 10.747 96.891 | 0.017 99.375 | 95.976 3.952 99.517 | 1 hr 19 min 0
230
+ 35.0 | 0.351 91.463 8.506 97.465 | 0.016 99.386 | 95.976 3.952 99.517 | 1 hr 21 min 0
231
+ 36.0 | 1.204 86.951 13.060 95.345 | 0.016 99.397 | 95.976 3.952 99.517 | 1 hr 24 min 0
232
+ 37.0 | 1.614 83.659 16.265 92.098 | 0.016 99.403 | 95.976 3.952 99.517 | 1 hr 26 min 0
233
+ 38.0 | 0.484 93.902 6.120 98.739 | 0.016 99.415 | 95.976 3.952 99.517 | 1 hr 28 min 0
234
+ 39.0 | 0.344 93.171 6.867 98.738 | 0.015 99.426 | 95.976 3.952 99.517 | 1 hr 31 min 0
235
+ 40.0 | 0.512 90.122 9.928 96.914 | 0.015 99.431 | 95.976 3.952 99.517 | 1 hr 33 min 0
finetuned_models/MCIO_protocol/OCM2I/performance.csv ADDED
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+ Mean,4.626532887402453,99.02541806020068,78.15384615384616
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+ Std dev,0.6364970178218774,0.3487071139118574,6.751725617689749
finetuned_models/MCIO_protocol/OCM2I/replay_vit_0_shot_checkpoint_run_4.pth.tar ADDED
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