| ----------------------------------------------- [START 2024-09-03 07:05:46] --------------------------------------------------- | |
| ** start training target model! ** | |
| --------|------------- VALID -------------|--- classifier ---|------ Current Best ------|--------------| | |
| iter | loss top-1 HTER AUC | loss top-1 | top-1 HTER AUC | time | | |
| -------------------------------------------------------------------------------------------------------| | |
| 1.0 | 0.174 91.552 8.490 97.914 | 0.196 91.052 | 91.552 8.490 97.914 | 0 hr 02 min 0 | |
| 2.0 | 0.211 93.448 6.510 98.563 | 0.117 94.958 | 93.448 6.510 98.563 | 0 hr 04 min 0 | |
| 3.0 | 0.237 92.069 7.906 98.102 | 0.086 96.372 | 93.448 6.510 98.563 | 0 hr 06 min 0 | |
| 4.0 | 0.246 94.828 5.114 98.951 | 0.070 97.073 | 94.828 5.114 98.951 | 0 hr 09 min 0 | |
| 5.0 | 0.158 93.448 6.510 98.596 | 0.059 97.577 | 94.828 5.114 98.951 | 0 hr 11 min 0 | |
| 6.0 | 0.163 93.621 6.396 98.198 | 0.052 97.878 | 94.828 5.114 98.951 | 0 hr 13 min 0 | |
| 7.0 | 0.557 92.414 7.922 98.010 | 0.047 98.110 | 94.828 5.114 98.951 | 0 hr 15 min 0 | |
| 8.0 | 0.904 96.379 3.604 99.015 | 0.043 98.271 | 96.379 3.604 99.015 | 0 hr 18 min 0 | |
| 9.0 | 0.448 93.621 6.396 97.901 | 0.040 98.396 | 96.379 3.604 99.015 | 0 hr 20 min 0 | |
| 10.0 | 0.102 95.690 4.302 99.414 | 0.038 98.510 | 96.379 3.604 99.015 | 0 hr 22 min 0 | |
| 11.0 | 0.162 95.690 4.302 99.461 | 0.035 98.615 | 96.379 3.604 99.015 | 0 hr 24 min 0 | |
| 12.0 | 0.073 97.069 2.906 99.597 | 0.033 98.701 | 97.069 2.906 99.597 | 0 hr 27 min 0 | |
| 13.0 | 0.168 93.448 6.510 98.479 | 0.031 98.778 | 97.069 2.906 99.597 | 0 hr 29 min 0 | |
| 14.0 | 0.270 90.000 10.000 96.909 | 0.030 98.842 | 97.069 2.906 99.597 | 0 hr 31 min 0 | |
| 15.0 | 0.233 94.138 5.812 98.482 | 0.029 98.888 | 97.069 2.906 99.597 | 0 hr 34 min 0 | |
| 16.0 | 0.281 89.310 10.698 96.060 | 0.028 98.924 | 97.069 2.906 99.597 | 0 hr 36 min 0 | |
| 17.0 | 0.460 91.207 8.961 97.875 | 0.027 98.972 | 97.069 2.906 99.597 | 0 hr 38 min 0 | |
| 18.0 | 0.271 94.310 5.698 98.558 | 0.026 99.010 | 97.069 2.906 99.597 | 0 hr 40 min 0 | |
| 19.0 | 0.261 94.138 5.812 98.300 | 0.025 99.055 | 97.069 2.906 99.597 | 0 hr 42 min 0 | |
| 20.0 | 0.281 94.138 5.812 99.044 | 0.024 99.088 | 97.069 2.906 99.597 | 0 hr 45 min 0 | |
| 21.0 | 0.549 93.448 6.510 98.015 | 0.023 99.115 | 97.069 2.906 99.597 | 0 hr 47 min 0 | |
| 22.0 | 0.100 95.517 4.416 98.974 | 0.023 99.132 | 97.069 2.906 99.597 | 0 hr 49 min 0 | |
| 23.0 | 0.094 95.690 4.302 99.344 | 0.022 99.161 | 97.069 2.906 99.597 | 0 hr 51 min 0 | |
| 24.0 | 0.249 93.621 6.396 98.661 | 0.021 99.189 | 97.069 2.906 99.597 | 0 hr 54 min 0 | |
| 25.0 | 0.154 95.690 4.302 99.125 | 0.021 99.216 | 97.069 2.906 99.597 | 0 hr 56 min 0 | |
| 26.0 | 0.299 92.414 7.679 97.968 | 0.020 99.238 | 97.069 2.906 99.597 | 0 hr 58 min 0 | |
| 27.0 | 0.260 90.690 9.302 96.800 | 0.020 99.253 | 97.069 2.906 99.597 | 1 hr 01 min 0 | |
| 28.0 | 0.311 90.000 10.000 97.299 | 0.019 99.265 | 97.069 2.906 99.597 | 1 hr 03 min 0 | |
| 29.0 | 0.519 87.414 12.435 95.989 | 0.019 99.283 | 97.069 2.906 99.597 | 1 hr 05 min 0 | |
| 30.0 | 0.346 89.828 10.114 97.110 | 0.019 99.297 | 97.069 2.906 99.597 | 1 hr 07 min 0 | |
| 31.0 | 0.094 95.000 5.000 99.205 | 0.018 99.313 | 97.069 2.906 99.597 | 1 hr 10 min 0 | |
| 32.0 | 0.547 88.966 11.169 96.153 | 0.018 99.327 | 97.069 2.906 99.597 | 1 hr 12 min 0 | |
| 33.0 | 0.150 95.000 5.000 98.877 | 0.018 99.341 | 97.069 2.906 99.597 | 1 hr 14 min 0 | |
| 34.0 | 0.250 87.759 12.208 94.596 | 0.017 99.346 | 97.069 2.906 99.597 | 1 hr 16 min 0 | |
| 35.0 | 1.134 90.690 9.302 96.688 | 0.017 99.362 | 97.069 2.906 99.597 | 1 hr 19 min 0 | |
| 36.0 | 0.423 85.690 14.302 95.044 | 0.017 99.370 | 97.069 2.906 99.597 | 1 hr 21 min 0 | |
| 37.0 | 0.297 85.517 14.416 94.274 | 0.017 99.381 | 97.069 2.906 99.597 | 1 hr 23 min 0 | |
| 38.0 | 0.428 87.069 12.906 95.237 | 0.016 99.394 | 97.069 2.906 99.597 | 1 hr 25 min 0 | |
| 39.0 | 0.307 87.069 12.906 94.974 | 0.016 99.406 | 97.069 2.906 99.597 | 1 hr 28 min 0 | |
| 40.0 | 1.193 80.690 20.519 87.169 | 0.016 99.415 | 97.069 2.906 99.597 | 1 hr 30 min 0 | |
| ----------------------------------------------- [START 2024-09-03 08:36:12] --------------------------------------------------- | |
| ** start training target model! ** | |
| --------|------------- VALID -------------|--- classifier ---|------ Current Best ------|--------------| | |
| iter | loss top-1 HTER AUC | loss top-1 | top-1 HTER AUC | time | | |
| -------------------------------------------------------------------------------------------------------| | |
| 1.0 | 0.182 92.931 7.094 98.154 | 0.193 90.990 | 92.931 7.094 98.154 | 0 hr 02 min 0 | |
| 2.0 | 0.169 92.241 7.792 98.263 | 0.112 95.010 | 92.931 7.094 98.154 | 0 hr 04 min 0 | |
| 3.0 | 0.187 91.379 8.604 97.765 | 0.085 96.316 | 92.931 7.094 98.154 | 0 hr 06 min 0 | |
| 4.0 | 0.472 91.034 8.831 96.815 | 0.069 97.083 | 92.931 7.094 98.154 | 0 hr 09 min 0 | |
| 5.0 | 0.337 89.310 10.698 97.016 | 0.058 97.575 | 92.931 7.094 98.154 | 0 hr 11 min 0 | |
| 6.0 | 0.588 92.069 7.906 97.906 | 0.051 97.880 | 92.931 7.094 98.154 | 0 hr 13 min 0 | |
| 7.0 | 0.315 88.448 11.510 96.136 | 0.046 98.100 | 92.931 7.094 98.154 | 0 hr 15 min 0 | |
| 8.0 | 0.580 91.207 8.718 97.091 | 0.042 98.296 | 92.931 7.094 98.154 | 0 hr 18 min 0 | |
| 9.0 | 0.160 95.862 4.188 99.032 | 0.039 98.423 | 95.862 4.188 99.032 | 0 hr 20 min 0 | |
| 10.0 | 0.162 93.621 6.396 98.661 | 0.036 98.532 | 95.862 4.188 99.032 | 0 hr 22 min 0 | |
| 11.0 | 0.154 94.310 5.698 98.424 | 0.034 98.619 | 95.862 4.188 99.032 | 0 hr 24 min 0 | |
| 12.0 | 0.318 87.759 12.208 95.498 | 0.032 98.710 | 95.862 4.188 99.032 | 0 hr 27 min 0 | |
| 13.0 | 0.519 91.379 8.604 97.688 | 0.031 98.786 | 95.862 4.188 99.032 | 0 hr 29 min 0 | |
| 14.0 | 0.153 95.690 4.302 98.958 | 0.029 98.843 | 95.862 4.188 99.032 | 0 hr 31 min 0 | |
| 15.0 | 0.163 95.000 5.000 98.929 | 0.028 98.894 | 95.862 4.188 99.032 | 0 hr 33 min 0 | |
| 16.0 | 0.384 85.000 15.000 94.648 | 0.027 98.943 | 95.862 4.188 99.032 | 0 hr 36 min 0 | |
| 17.0 | 0.449 85.517 14.416 94.143 | 0.026 98.989 | 95.862 4.188 99.032 | 0 hr 38 min 0 | |
| 18.0 | 0.380 86.552 13.490 93.661 | 0.025 99.021 | 95.862 4.188 99.032 | 0 hr 40 min 0 | |
| 19.0 | 0.664 86.552 13.490 93.131 | 0.024 99.057 | 95.862 4.188 99.032 | 0 hr 43 min 0 | |
| 20.0 | 0.369 86.379 13.604 92.864 | 0.024 99.086 | 95.862 4.188 99.032 | 0 hr 45 min 0 | |
| 21.0 | 0.324 86.379 13.604 95.166 | 0.023 99.117 | 95.862 4.188 99.032 | 0 hr 47 min 0 | |
| 22.0 | 0.317 92.069 7.906 97.779 | 0.022 99.150 | 95.862 4.188 99.032 | 0 hr 49 min 0 | |
| 23.0 | 0.159 95.690 4.302 99.244 | 0.021 99.179 | 95.862 4.188 99.032 | 0 hr 51 min 0 | |
| 24.0 | 0.329 88.621 11.396 96.476 | 0.021 99.191 | 95.862 4.188 99.032 | 0 hr 54 min 0 | |
| 25.0 | 0.515 87.069 12.906 94.294 | 0.021 99.208 | 95.862 4.188 99.032 | 0 hr 56 min 0 | |
| 26.0 | 0.263 90.172 9.886 97.404 | 0.020 99.227 | 95.862 4.188 99.032 | 0 hr 58 min 0 | |
| 27.0 | 0.384 91.897 8.019 97.726 | 0.020 99.247 | 95.862 4.188 99.032 | 1 hr 00 min 0 | |
| 28.0 | 0.174 92.931 7.094 98.156 | 0.019 99.266 | 95.862 4.188 99.032 | 1 hr 03 min 0 | |
| 29.0 | 0.187 97.759 2.208 99.571 | 0.019 99.279 | 97.759 2.208 99.571 | 1 hr 05 min 0 | |
| 30.0 | 0.189 94.483 5.584 98.318 | 0.019 99.290 | 97.759 2.208 99.571 | 1 hr 07 min 0 | |
| 31.0 | 0.354 89.310 10.698 96.211 | 0.018 99.305 | 97.759 2.208 99.571 | 1 hr 09 min 0 | |
| 32.0 | 0.109 95.690 4.302 99.584 | 0.018 99.320 | 97.759 2.208 99.571 | 1 hr 12 min 0 | |
| 33.0 | 0.399 95.690 4.302 98.995 | 0.018 99.334 | 97.759 2.208 99.571 | 1 hr 14 min 0 | |
| 34.0 | 0.451 89.828 10.114 95.666 | 0.017 99.345 | 97.759 2.208 99.571 | 1 hr 16 min 0 | |
| 35.0 | 0.220 96.379 3.604 99.323 | 0.017 99.359 | 97.759 2.208 99.571 | 1 hr 18 min 0 | |
| 36.0 | 0.482 93.276 6.623 98.482 | 0.017 99.375 | 97.759 2.208 99.571 | 1 hr 21 min 0 | |
| 37.0 | 0.362 92.069 7.906 98.271 | 0.016 99.387 | 97.759 2.208 99.571 | 1 hr 23 min 0 | |
| 38.0 | 0.102 96.379 3.604 99.644 | 0.016 99.393 | 97.759 2.208 99.571 | 1 hr 25 min 0 | |
| 39.0 | 0.104 95.690 4.302 99.203 | 0.016 99.405 | 97.759 2.208 99.571 | 1 hr 27 min 0 | |
| 40.0 | 0.510 88.966 10.925 95.771 | 0.016 99.411 | 97.759 2.208 99.571 | 1 hr 30 min 0 | |
| ----------------------------------------------- [START 2024-09-03 10:06:29] --------------------------------------------------- | |
| ** start training target model! ** | |
| --------|------------- VALID -------------|--- classifier ---|------ Current Best ------|--------------| | |
| iter | loss top-1 HTER AUC | loss top-1 | top-1 HTER AUC | time | | |
| -------------------------------------------------------------------------------------------------------| | |
| 1.0 | 0.503 92.069 7.906 97.541 | 0.185 91.615 | 92.069 7.906 97.541 | 0 hr 02 min 0 | |
| 2.0 | 0.285 91.379 8.604 97.442 | 0.113 95.104 | 92.069 7.906 97.541 | 0 hr 04 min 0 | |
| 3.0 | 0.320 91.379 8.604 97.937 | 0.082 96.504 | 92.069 7.906 97.541 | 0 hr 06 min 0 | |
| 4.0 | 0.458 93.966 5.925 98.773 | 0.067 97.208 | 93.966 5.925 98.773 | 0 hr 09 min 0 | |
| 5.0 | 0.152 94.310 5.698 98.860 | 0.058 97.623 | 94.310 5.698 98.860 | 0 hr 11 min 0 | |
| 6.0 | 0.266 95.172 4.886 99.062 | 0.051 97.939 | 95.172 4.886 99.062 | 0 hr 13 min 0 | |
| 7.0 | 0.182 96.379 3.604 99.213 | 0.046 98.156 | 96.379 3.604 99.213 | 0 hr 15 min 0 | |
| 8.0 | 0.333 92.931 7.094 98.024 | 0.042 98.323 | 96.379 3.604 99.213 | 0 hr 18 min 0 | |
| 9.0 | 0.287 96.552 3.490 99.209 | 0.039 98.468 | 96.552 3.490 99.209 | 0 hr 20 min 0 | |
| 10.0 | 0.228 93.621 6.396 97.985 | 0.037 98.565 | 96.552 3.490 99.209 | 0 hr 22 min 0 | |
| 11.0 | 0.331 97.069 2.906 99.180 | 0.034 98.661 | 97.069 2.906 99.180 | 0 hr 24 min 0 | |
| 12.0 | 0.092 97.069 2.906 99.492 | 0.033 98.723 | 97.069 2.906 99.492 | 0 hr 27 min 0 | |
| 13.0 | 0.177 93.621 6.396 98.463 | 0.031 98.791 | 97.069 2.906 99.492 | 0 hr 29 min 0 | |
| 14.0 | 0.235 96.379 3.604 99.157 | 0.029 98.853 | 97.069 2.906 99.492 | 0 hr 31 min 0 | |
| 15.0 | 0.164 97.069 2.906 99.619 | 0.028 98.903 | 97.069 2.906 99.619 | 0 hr 34 min 0 | |
| 16.0 | 0.398 94.310 5.698 98.470 | 0.027 98.958 | 97.069 2.906 99.619 | 0 hr 36 min 0 | |
| 17.0 | 0.188 95.172 4.886 98.646 | 0.026 99.010 | 97.069 2.906 99.619 | 0 hr 38 min 0 | |
| 18.0 | 0.175 94.310 5.698 98.838 | 0.025 99.046 | 97.069 2.906 99.619 | 0 hr 40 min 0 | |
| 19.0 | 0.271 92.069 7.906 97.932 | 0.024 99.070 | 97.069 2.906 99.619 | 0 hr 43 min 0 | |
| 20.0 | 0.392 85.690 14.302 94.885 | 0.023 99.106 | 97.069 2.906 99.619 | 0 hr 45 min 0 | |
| 21.0 | 0.728 84.310 15.698 92.911 | 0.023 99.133 | 97.069 2.906 99.619 | 0 hr 47 min 0 | |
| 22.0 | 0.262 95.690 4.302 99.098 | 0.022 99.158 | 97.069 2.906 99.619 | 0 hr 49 min 0 | |
| 23.0 | 0.279 92.069 7.906 97.429 | 0.021 99.184 | 97.069 2.906 99.619 | 0 hr 52 min 0 | |
| 24.0 | 0.230 90.690 9.302 96.688 | 0.021 99.205 | 97.069 2.906 99.619 | 0 hr 54 min 0 | |
| 25.0 | 0.300 91.379 8.604 96.950 | 0.020 99.227 | 97.069 2.906 99.619 | 0 hr 56 min 0 | |
| 26.0 | 0.401 91.897 8.019 97.536 | 0.020 99.245 | 97.069 2.906 99.619 | 0 hr 58 min 0 | |
| 27.0 | 0.317 89.310 10.698 96.864 | 0.020 99.265 | 97.069 2.906 99.619 | 1 hr 01 min 0 | |
| 28.0 | 0.348 97.931 2.094 99.450 | 0.019 99.282 | 97.931 2.094 99.450 | 1 hr 03 min 0 | |
| 29.0 | 0.268 95.690 4.302 98.799 | 0.019 99.292 | 97.931 2.094 99.450 | 1 hr 05 min 0 | |
| 30.0 | 0.719 95.517 4.416 98.859 | 0.019 99.308 | 97.931 2.094 99.450 | 1 hr 07 min 0 | |
| 31.0 | 0.235 89.310 10.698 97.484 | 0.018 99.324 | 97.931 2.094 99.450 | 1 hr 09 min 0 | |
| 32.0 | 0.405 91.379 8.604 97.044 | 0.018 99.337 | 97.931 2.094 99.450 | 1 hr 12 min 0 | |
| 33.0 | 0.579 87.414 12.435 95.039 | 0.018 99.348 | 97.931 2.094 99.450 | 1 hr 14 min 0 | |
| 34.0 | 0.508 94.138 5.812 97.760 | 0.017 99.362 | 97.931 2.094 99.450 | 1 hr 16 min 0 | |
| 35.0 | 0.343 88.621 11.396 96.341 | 0.017 99.376 | 97.931 2.094 99.450 | 1 hr 19 min 0 | |
| 36.0 | 0.412 93.793 6.282 98.262 | 0.016 99.391 | 97.931 2.094 99.450 | 1 hr 21 min 0 | |
| 37.0 | 0.234 92.069 7.906 97.596 | 0.016 99.394 | 97.931 2.094 99.450 | 1 hr 23 min 0 | |
| 38.0 | 0.225 94.310 5.698 98.430 | 0.016 99.400 | 97.931 2.094 99.450 | 1 hr 25 min 0 | |
| 39.0 | 1.084 97.069 2.906 99.151 | 0.016 99.411 | 97.931 2.094 99.450 | 1 hr 28 min 0 | |
| 40.0 | 0.452 90.517 9.416 96.372 | 0.016 99.417 | 97.931 2.094 99.450 | 1 hr 30 min 0 | |
| ----------------------------------------------- [START 2024-09-03 11:36:47] --------------------------------------------------- | |
| ** start training target model! ** | |
| --------|------------- VALID -------------|--- classifier ---|------ Current Best ------|--------------| | |
| iter | loss top-1 HTER AUC | loss top-1 | top-1 HTER AUC | time | | |
| -------------------------------------------------------------------------------------------------------| | |
| 1.0 | 0.362 90.000 10.000 96.885 | 0.184 91.813 | 90.000 10.000 96.885 | 0 hr 02 min 0 | |
| 2.0 | 0.195 92.931 7.094 97.885 | 0.112 95.276 | 92.931 7.094 97.885 | 0 hr 04 min 0 | |
| 3.0 | 0.624 85.517 14.659 94.369 | 0.080 96.642 | 92.931 7.094 97.885 | 0 hr 06 min 0 | |
| 4.0 | 0.223 91.379 8.604 97.787 | 0.066 97.281 | 92.931 7.094 97.885 | 0 hr 09 min 0 | |
| 5.0 | 0.248 93.621 6.396 98.609 | 0.057 97.712 | 93.621 6.396 98.609 | 0 hr 11 min 0 | |
| 6.0 | 0.473 85.172 14.886 95.036 | 0.051 97.979 | 93.621 6.396 98.609 | 0 hr 13 min 0 | |
| 7.0 | 0.303 87.069 12.906 96.055 | 0.046 98.192 | 93.621 6.396 98.609 | 0 hr 15 min 0 | |
| 8.0 | 0.328 93.621 6.396 98.003 | 0.042 98.346 | 93.621 6.396 98.003 | 0 hr 18 min 0 | |
| 9.0 | 0.338 87.931 12.094 96.028 | 0.039 98.492 | 93.621 6.396 98.003 | 0 hr 20 min 0 | |
| 10.0 | 0.279 91.207 8.718 96.170 | 0.036 98.602 | 93.621 6.396 98.003 | 0 hr 22 min 0 | |
| 11.0 | 0.247 93.621 6.396 98.664 | 0.034 98.681 | 93.621 6.396 98.664 | 0 hr 24 min 0 | |
| 12.0 | 0.457 92.414 7.679 98.476 | 0.032 98.763 | 93.621 6.396 98.664 | 0 hr 27 min 0 | |
| 13.0 | 0.264 93.621 6.396 98.856 | 0.031 98.817 | 93.621 6.396 98.856 | 0 hr 29 min 0 | |
| 14.0 | 0.124 92.069 7.906 98.484 | 0.030 98.877 | 93.621 6.396 98.856 | 0 hr 31 min 0 | |
| 15.0 | 0.240 90.690 9.302 98.006 | 0.028 98.926 | 93.621 6.396 98.856 | 0 hr 33 min 0 | |
| 16.0 | 0.317 92.414 7.679 98.524 | 0.027 98.977 | 93.621 6.396 98.856 | 0 hr 36 min 0 | |
| 17.0 | 0.605 87.931 12.094 94.583 | 0.026 99.016 | 93.621 6.396 98.856 | 0 hr 38 min 0 | |
| 18.0 | 0.350 92.069 7.906 97.969 | 0.025 99.054 | 93.621 6.396 98.856 | 0 hr 40 min 0 | |
| 19.0 | 0.337 90.690 9.302 97.401 | 0.024 99.087 | 93.621 6.396 98.856 | 0 hr 42 min 0 | |
| 20.0 | 0.468 90.172 9.886 96.708 | 0.023 99.122 | 93.621 6.396 98.856 | 0 hr 45 min 0 | |
| 21.0 | 0.255 90.690 9.302 97.310 | 0.023 99.139 | 93.621 6.396 98.856 | 0 hr 47 min 0 | |
| 22.0 | 0.681 94.310 5.698 98.802 | 0.023 99.158 | 94.310 5.698 98.802 | 0 hr 49 min 0 | |
| 23.0 | 0.074 96.379 3.604 99.563 | 0.022 99.181 | 96.379 3.604 99.563 | 0 hr 51 min 0 | |
| 24.0 | 0.205 93.793 6.282 98.893 | 0.021 99.206 | 96.379 3.604 99.563 | 0 hr 54 min 0 | |
| 25.0 | 0.145 95.690 4.302 99.399 | 0.021 99.228 | 96.379 3.604 99.563 | 0 hr 56 min 0 | |
| 26.0 | 0.178 95.000 5.000 98.812 | 0.020 99.250 | 96.379 3.604 99.563 | 0 hr 58 min 0 | |
| 27.0 | 0.191 95.517 4.416 99.058 | 0.020 99.268 | 96.379 3.604 99.563 | 1 hr 01 min 0 | |
| 28.0 | 0.136 94.310 5.698 99.193 | 0.019 99.287 | 96.379 3.604 99.563 | 1 hr 03 min 0 | |
| 29.0 | 0.255 91.379 8.604 97.273 | 0.019 99.303 | 96.379 3.604 99.563 | 1 hr 05 min 0 | |
| 30.0 | 0.246 90.690 9.302 97.554 | 0.019 99.319 | 96.379 3.604 99.563 | 1 hr 07 min 0 | |
| 31.0 | 0.172 90.690 9.302 97.732 | 0.018 99.334 | 96.379 3.604 99.563 | 1 hr 10 min 0 | |
| 32.0 | 0.170 90.000 10.000 97.213 | 0.018 99.340 | 96.379 3.604 99.563 | 1 hr 12 min 0 | |
| 33.0 | 0.204 90.690 9.302 96.940 | 0.018 99.350 | 96.379 3.604 99.563 | 1 hr 14 min 0 | |
| 34.0 | 0.430 88.103 11.981 96.429 | 0.018 99.361 | 96.379 3.604 99.563 | 1 hr 16 min 0 | |
| 35.0 | 0.250 90.000 10.000 97.549 | 0.017 99.373 | 96.379 3.604 99.563 | 1 hr 19 min 0 | |
| 36.0 | 0.268 90.690 9.302 97.693 | 0.017 99.388 | 96.379 3.604 99.563 | 1 hr 21 min 0 | |
| 37.0 | 0.536 91.207 8.961 97.414 | 0.016 99.401 | 96.379 3.604 99.563 | 1 hr 23 min 0 | |
| 38.0 | 0.184 90.862 9.188 97.903 | 0.016 99.414 | 96.379 3.604 99.563 | 1 hr 25 min 0 | |
| 39.0 | 0.256 90.517 9.416 97.245 | 0.016 99.423 | 96.379 3.604 99.563 | 1 hr 28 min 0 | |
| 40.0 | 0.204 92.759 7.208 98.459 | 0.016 99.434 | 96.379 3.604 99.563 | 1 hr 30 min 0 | |
| ----------------------------------------------- [START 2024-09-03 13:07:14] --------------------------------------------------- | |
| ** start training target model! ** | |
| --------|------------- VALID -------------|--- classifier ---|------ Current Best ------|--------------| | |
| iter | loss top-1 HTER AUC | loss top-1 | top-1 HTER AUC | time | | |
| -------------------------------------------------------------------------------------------------------| | |
| 1.0 | 0.426 92.931 7.094 98.234 | 0.186 91.302 | 92.931 7.094 98.234 | 0 hr 02 min 0 | |
| 2.0 | 0.453 87.759 12.208 95.320 | 0.109 95.141 | 92.931 7.094 98.234 | 0 hr 04 min 0 | |
| 3.0 | 0.563 90.690 9.302 96.644 | 0.081 96.500 | 92.931 7.094 98.234 | 0 hr 06 min 0 | |
| 4.0 | 0.270 90.517 9.416 96.823 | 0.066 97.198 | 92.931 7.094 98.234 | 0 hr 09 min 0 | |
| 5.0 | 0.593 89.310 10.942 96.429 | 0.056 97.662 | 92.931 7.094 98.234 | 0 hr 11 min 0 | |
| 6.0 | 0.652 92.069 7.906 97.611 | 0.050 97.955 | 92.931 7.094 98.234 | 0 hr 13 min 0 | |
| 7.0 | 0.218 93.793 6.282 98.278 | 0.046 98.135 | 93.793 6.282 98.278 | 0 hr 15 min 0 | |
| 8.0 | 0.673 87.931 12.094 95.216 | 0.042 98.307 | 93.793 6.282 98.278 | 0 hr 18 min 0 | |
| 9.0 | 0.251 91.379 8.604 97.693 | 0.039 98.444 | 93.793 6.282 98.278 | 0 hr 20 min 0 | |
| 10.0 | 0.412 90.345 9.529 96.394 | 0.037 98.540 | 93.793 6.282 98.278 | 0 hr 22 min 0 | |
| 11.0 | 0.297 91.379 8.604 97.180 | 0.035 98.639 | 93.793 6.282 98.278 | 0 hr 24 min 0 | |
| 12.0 | 0.173 91.379 8.604 98.112 | 0.033 98.722 | 93.793 6.282 98.278 | 0 hr 27 min 0 | |
| 13.0 | 0.260 91.379 8.604 97.373 | 0.031 98.793 | 93.793 6.282 98.278 | 0 hr 29 min 0 | |
| 14.0 | 0.482 92.069 7.906 98.625 | 0.029 98.859 | 93.793 6.282 98.278 | 0 hr 31 min 0 | |
| 15.0 | 0.338 92.931 7.094 98.019 | 0.028 98.903 | 93.793 6.282 98.278 | 0 hr 33 min 0 | |
| 16.0 | 0.581 84.483 15.584 92.148 | 0.027 98.954 | 93.793 6.282 98.278 | 0 hr 36 min 0 | |
| 17.0 | 0.201 89.310 10.698 97.115 | 0.026 98.997 | 93.793 6.282 98.278 | 0 hr 38 min 0 | |
| 18.0 | 1.325 85.000 21.575 90.398 | 0.025 99.040 | 93.793 6.282 98.278 | 0 hr 40 min 0 | |
| 19.0 | 0.619 85.862 14.188 94.472 | 0.024 99.071 | 93.793 6.282 98.278 | 0 hr 43 min 0 | |
| 20.0 | 0.395 92.759 7.208 98.000 | 0.024 99.100 | 93.793 6.282 98.278 | 0 hr 45 min 0 | |
| 21.0 | 0.336 89.310 10.698 96.315 | 0.023 99.126 | 93.793 6.282 98.278 | 0 hr 47 min 0 | |
| 22.0 | 0.322 95.000 5.000 98.838 | 0.023 99.149 | 95.000 5.000 98.838 | 0 hr 49 min 0 | |
| 23.0 | 0.391 87.241 12.792 96.110 | 0.022 99.178 | 95.000 5.000 98.838 | 0 hr 52 min 0 | |
| 24.0 | 1.270 83.276 23.198 90.174 | 0.021 99.202 | 95.000 5.000 98.838 | 0 hr 54 min 0 | |
| 25.0 | 0.409 86.379 13.604 94.679 | 0.021 99.221 | 95.000 5.000 98.838 | 0 hr 56 min 0 | |
| 26.0 | 0.443 85.000 15.000 94.226 | 0.020 99.238 | 95.000 5.000 98.838 | 0 hr 58 min 0 | |
| 27.0 | 0.224 92.414 7.679 97.797 | 0.020 99.250 | 95.000 5.000 98.838 | 1 hr 01 min 0 | |
| 28.0 | 0.107 95.000 5.000 98.878 | 0.020 99.261 | 95.000 5.000 98.878 | 1 hr 03 min 0 | |
| 29.0 | 0.324 87.241 12.792 95.945 | 0.019 99.275 | 95.000 5.000 98.878 | 1 hr 05 min 0 | |
| 30.0 | 0.187 90.690 9.302 97.510 | 0.019 99.290 | 95.000 5.000 98.878 | 1 hr 08 min 0 | |
| 31.0 | 0.392 90.690 9.302 97.041 | 0.019 99.305 | 95.000 5.000 98.878 | 1 hr 10 min 0 | |
| 32.0 | 0.592 92.069 7.906 97.427 | 0.018 99.313 | 95.000 5.000 98.878 | 1 hr 12 min 0 | |
| 33.0 | 0.356 86.897 13.019 95.336 | 0.018 99.324 | 95.000 5.000 98.878 | 1 hr 14 min 0 | |
| 34.0 | 0.315 88.621 11.396 96.661 | 0.018 99.342 | 95.000 5.000 98.878 | 1 hr 17 min 0 | |
| 35.0 | 0.408 90.690 9.302 96.765 | 0.017 99.355 | 95.000 5.000 98.878 | 1 hr 19 min 0 | |
| 36.0 | 0.364 88.621 11.396 96.226 | 0.017 99.369 | 95.000 5.000 98.878 | 1 hr 21 min 0 | |
| 37.0 | 0.514 86.379 13.604 94.110 | 0.017 99.382 | 95.000 5.000 98.878 | 1 hr 23 min 0 | |
| 38.0 | 0.238 92.414 7.679 98.313 | 0.016 99.391 | 95.000 5.000 98.878 | 1 hr 26 min 0 | |
| 39.0 | 0.393 92.069 7.906 98.221 | 0.016 99.404 | 95.000 5.000 98.878 | 1 hr 28 min 0 | |
| 40.0 | 0.262 88.448 11.510 96.591 | 0.016 99.412 | 95.000 5.000 98.878 | 1 hr 30 min 0 | |