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| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|---|---|---|---|---|---|---|---|
| 1.9429 | 0.14 | 30 | 1.8677 | 0.1953 | 0.1569 | 0.0815 | 0.1569 |
| 1.7563 | 0.27 | 60 | 1.4909 | 0.4702 | 0.4258 | 0.3481 | 0.4258 |
| 1.3622 | 0.41 | 90 | 1.2648 | 0.5263 | 0.5910 | 0.5414 | 0.5910 |
| 1.195 | 0.54 | 120 | 1.0732 | 0.7124 | 0.6667 | 0.6631 | 0.6667 |
| 1.0744 | 0.68 | 150 | 0.8507 | 0.7721 | 0.7367 | 0.7371 | 0.7367 |
| 0.8845 | 0.81 | 180 | 0.8268 | 0.7621 | 0.7423 | 0.7307 | 0.7423 |
| 0.7317 | 0.95 | 210 | 0.7640 | 0.7974 | 0.7731 | 0.7681 | 0.7731 |
| 0.6026 | 1.08 | 240 | 0.6700 | 0.8118 | 0.7983 | 0.7957 | 0.7983 |
| 0.4538 | 1.22 | 270 | 0.6547 | 0.8196 | 0.7871 | 0.7844 | 0.7871 |
| 0.4396 | 1.35 | 300 | 0.6351 | 0.8071 | 0.7927 | 0.7927 | 0.7927 |
| 0.3707 | 1.49 | 330 | 0.6135 | 0.8135 | 0.8067 | 0.8057 | 0.8067 |
| 0.3887 | 1.62 | 360 | 0.6609 | 0.7939 | 0.7927 | 0.7914 | 0.7927 |
| 0.3608 | 1.76 | 390 | 0.6794 | 0.8031 | 0.7955 | 0.7936 | 0.7955 |
| 0.2833 | 1.89 | 420 | 0.6750 | 0.8092 | 0.8011 | 0.8006 | 0.8011 |
| 0.266 | 2.03 | 450 | 0.7067 | 0.8031 | 0.7955 | 0.7954 | 0.7955 |
| 0.1658 | 2.16 | 480 | 0.7178 | 0.8062 | 0.8067 | 0.8051 | 0.8067 |
| 0.1725 | 2.3 | 510 | 0.9141 | 0.7827 | 0.7731 | 0.7723 | 0.7731 |
| 0.1143 | 2.43 | 540 | 0.8424 | 0.8062 | 0.8011 | 0.8001 | 0.8011 |
| 0.2187 | 2.57 | 570 | 0.7206 | 0.8212 | 0.8179 | 0.8178 | 0.8179 |
| 0.2211 | 2.7 | 600 | 0.7226 | 0.8313 | 0.8235 | 0.8241 | 0.8235 |
| 0.0746 | 2.84 | 630 | 0.7454 | 0.8321 | 0.8291 | 0.8291 | 0.8291 |
| 0.1509 | 2.97 | 660 | 0.7792 | 0.8176 | 0.8095 | 0.8099 | 0.8095 |
| 0.0722 | 3.11 | 690 | 0.7362 | 0.8470 | 0.8431 | 0.8428 | 0.8431 |
| 0.0309 | 3.24 | 720 | 0.8009 | 0.8277 | 0.8263 | 0.8257 | 0.8263 |
| 0.0891 | 3.38 | 750 | 0.7495 | 0.8253 | 0.8207 | 0.8206 | 0.8207 |
| 0.0592 | 3.51 | 780 | 0.7549 | 0.8379 | 0.8347 | 0.8343 | 0.8347 |
| 0.015 | 3.65 | 810 | 0.8600 | 0.8250 | 0.8179 | 0.8184 | 0.8179 |
| 0.0654 | 3.78 | 840 | 0.8295 | 0.8165 | 0.8151 | 0.8145 | 0.8151 |
| 0.0286 | 3.92 | 870 | 0.8961 | 0.8095 | 0.8039 | 0.8038 | 0.8039 |
| 0.0404 | 4.05 | 900 | 0.9063 | 0.7984 | 0.7899 | 0.7895 | 0.7899 |
| 0.0086 | 4.19 | 930 | 0.9138 | 0.7933 | 0.7843 | 0.7839 | 0.7843 |
| 0.0046 | 4.32 | 960 | 0.9071 | 0.8070 | 0.8011 | 0.8000 | 0.8011 |
| 0.0098 | 4.46 | 990 | 0.9058 | 0.8114 | 0.8067 | 0.8056 | 0.8067 |
| 0.0043 | 4.59 | 1020 | 0.8944 | 0.8051 | 0.8011 | 0.8003 | 0.8011 |
| 0.0112 | 4.73 | 1050 | 0.8999 | 0.7977 | 0.7927 | 0.7919 | 0.7927 |
| 0.0118 | 4.86 | 1080 | 0.9020 | 0.8006 | 0.7955 | 0.7946 | 0.7955 |
| 0.0112 | 5.0 | 1110 | 0.8960 | 0.8006 | 0.7955 | 0.7946 | 0.7955 |