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MayBashendy/ArabicNewSplits4_FineTuningAraBERT_run1_AugV5_k18_task1_organization
ArabicNewSplits4_FineTuningAraBERT_run1_AugV5_k18_task1_organization is a text classification model from MayBashendy. Use it when you need a label for a piece of text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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From the Hugging Face model README
This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:
More information needed
More information needed
More information needed
The following hyperparameters were used during training:
| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
|---|---|---|---|---|---|---|
| No log | 0.0244 | 2 | 5.2437 | -0.0323 | 5.2437 | 2.2899 |
| No log | 0.0488 | 4 | 3.0941 | 0.0858 | 3.0941 | 1.7590 |
| No log | 0.0732 | 6 | 2.2436 | -0.0485 | 2.2436 | 1.4979 |
| No log | 0.0976 | 8 | 1.9180 | 0.0080 | 1.9180 | 1.3849 |
| No log | 0.1220 | 10 | 1.6470 | 0.0622 | 1.6470 | 1.2833 |
| No log | 0.1463 | 12 | 1.2793 | 0.2049 | 1.2793 | 1.1310 |
| No log | 0.1707 | 14 | 1.1591 | 0.2769 | 1.1591 | 1.0766 |
| No log | 0.1951 | 16 | 1.1516 | 0.1496 | 1.1516 | 1.0731 |
| No log | 0.2195 | 18 | 1.2382 | 0.1536 | 1.2382 | 1.1128 |
| No log | 0.2439 | 20 | 1.3756 | 0.1193 | 1.3756 | 1.1729 |
| No log | 0.2683 | 22 | 1.3797 | 0.0890 | 1.3797 | 1.1746 |
| No log | 0.2927 | 24 | 1.3424 | 0.1419 | 1.3424 | 1.1586 |
| No log | 0.3171 | 26 | 1.2341 | 0.2406 | 1.2341 | 1.1109 |
| No log | 0.3415 | 28 | 1.1971 | 0.3194 | 1.1971 | 1.0941 |
| No log | 0.3659 | 30 | 1.0232 | 0.3036 | 1.0232 | 1.0115 |
| No log | 0.3902 | 32 | 1.0873 | 0.4137 | 1.0873 | 1.0427 |
| No log | 0.4146 | 34 | 1.0988 | 0.4440 | 1.0988 | 1.0482 |
| No log | 0.4390 | 36 | 1.0750 | 0.4290 | 1.0750 | 1.0368 |
| No log | 0.4634 | 38 | 0.8675 | 0.4964 | 0.8675 | 0.9314 |
| No log | 0.4878 | 40 | 0.8359 | 0.4954 | 0.8359 | 0.9143 |
| No log | 0.5122 | 42 | 0.8375 | 0.5205 | 0.8375 | 0.9152 |
| No log | 0.5366 | 44 | 0.8260 | 0.4659 | 0.8260 | 0.9089 |
| No log | 0.5610 | 46 | 0.9552 | 0.3891 | 0.9552 | 0.9773 |
| No log | 0.5854 | 48 | 1.0505 | 0.3636 | 1.0505 | 1.0249 |
| No log | 0.6098 | 50 | 1.0691 | 0.3963 | 1.0691 | 1.0340 |
| No log | 0.6341 | 52 | 0.9705 | 0.4378 | 0.9705 | 0.9851 |
| No log | 0.6585 | 54 | 0.8026 | 0.5282 | 0.8026 | 0.8959 |
| No log | 0.6829 | 56 | 0.7339 | 0.5936 | 0.7339 | 0.8567 |
| No log | 0.7073 | 58 | 0.7176 | 0.6116 | 0.7176 | 0.8471 |
| No log | 0.7317 | 60 | 0.6936 | 0.6219 | 0.6936 | 0.8328 |
| No log | 0.7561 | 62 | 0.7195 | 0.6489 | 0.7195 | 0.8482 |
| No log | 0.7805 | 64 | 0.7028 | 0.6313 | 0.7028 | 0.8383 |
| No log | 0.8049 | 66 | 0.7238 | 0.6304 | 0.7238 | 0.8508 |
| No log | 0.8293 | 68 | 0.6826 | 0.6812 | 0.6826 | 0.8262 |
| No log | 0.8537 | 70 | 0.6634 | 0.7003 | 0.6634 | 0.8145 |
| No log | 0.8780 | 72 | 0.6772 | 0.6842 | 0.6772 | 0.8229 |
| No log | 0.9024 | 74 | 0.6845 | 0.7021 | 0.6845 | 0.8273 |
| No log | 0.9268 | 76 | 0.7330 | 0.6372 | 0.7330 | 0.8562 |
| No log | 0.9512 | 78 | 0.8622 | 0.6141 | 0.8622 | 0.9285 |
| No log | 0.9756 | 80 | 1.0433 | 0.5456 | 1.0433 | 1.0214 |
| No log | 1.0 | 82 | 1.0555 | 0.5318 | 1.0555 | 1.0274 |
| No log | 1.0244 | 84 | 1.1156 | 0.4791 | 1.1156 | 1.0562 |
| No log | 1.0488 | 86 | 1.0917 | 0.5479 | 1.0917 | 1.0448 |
| No log | 1.0732 | 88 | 0.9693 | 0.6525 | 0.9693 | 0.9845 |
| No log | 1.0976 | 90 | 0.8476 | 0.6746 | 0.8476 | 0.9206 |
| No log | 1.1220 | 92 | 0.8518 | 0.6559 | 0.8518 | 0.9229 |
| No log | 1.1463 | 94 | 0.9561 | 0.6212 | 0.9561 | 0.9778 |
| No log | 1.1707 | 96 | 1.0250 | 0.6173 | 1.0250 | 1.0124 |
| No log | 1.1951 | 98 | 0.9035 | 0.6419 | 0.9035 | 0.9505 |
| No log | 1.2195 | 100 | 0.8564 | 0.6407 | 0.8564 | 0.9254 |
| No log | 1.2439 | 102 | 1.1650 | 0.5152 | 1.1650 | 1.0793 |
| No log | 1.2683 | 104 | 0.9171 | 0.5756 | 0.9171 | 0.9577 |
| No log | 1.2927 | 106 | 0.7793 | 0.6741 | 0.7793 | 0.8828 |
| No log | 1.3171 | 108 | 1.2393 | 0.5669 | 1.2393 | 1.1132 |
| No log | 1.3415 | 110 | 1.4296 | 0.4333 | 1.4296 | 1.1957 |
| No log | 1.3659 | 112 | 1.3770 | 0.3846 | 1.3770 | 1.1734 |
| No log | 1.3902 | 114 | 1.1427 | 0.4678 | 1.1427 | 1.0690 |
| No log | 1.4146 | 116 | 0.8204 | 0.6459 | 0.8204 | 0.9057 |
| No log | 1.4390 | 118 | 0.7274 | 0.6980 | 0.7274 | 0.8528 |
| No log | 1.4634 | 120 | 0.7035 | 0.6914 | 0.7035 | 0.8388 |
| No log | 1.4878 | 122 | 0.6645 | 0.7038 | 0.6645 | 0.8152 |
| No log | 1.5122 | 124 | 0.6528 | 0.6996 | 0.6528 | 0.8080 |
| No log | 1.5366 | 126 | 0.8054 | 0.6096 | 0.8054 | 0.8974 |
| No log | 1.5610 | 128 | 1.0396 | 0.5157 | 1.0396 | 1.0196 |
| No log | 1.5854 | 130 | 1.1135 | 0.4980 | 1.1135 | 1.0552 |
| No log | 1.6098 | 132 | 0.9700 | 0.5760 | 0.9700 | 0.9849 |
| No log | 1.6341 | 134 | 0.7058 | 0.6608 | 0.7058 | 0.8401 |
| No log | 1.6585 | 136 | 0.6214 | 0.6942 | 0.6214 | 0.7883 |
| No log | 1.6829 | 138 | 0.6428 | 0.6896 | 0.6428 | 0.8017 |
| No log | 1.7073 | 140 | 0.7438 | 0.6398 | 0.7438 | 0.8624 |
| No log | 1.7317 | 142 | 0.9952 | 0.5864 | 0.9952 | 0.9976 |
| No log | 1.7561 | 144 | 1.1047 | 0.5377 | 1.1047 | 1.0510 |
| No log | 1.7805 | 146 | 1.1599 | 0.5150 | 1.1599 | 1.0770 |
| No log | 1.8049 | 148 | 1.1262 | 0.5373 | 1.1262 | 1.0612 |
| No log | 1.8293 | 150 | 1.0368 | 0.6018 | 1.0368 | 1.0182 |
| No log | 1.8537 | 152 | 0.9870 | 0.6079 | 0.9870 | 0.9935 |
| No log | 1.8780 | 154 | 1.0130 | 0.6084 | 1.0130 | 1.0065 |
| No log | 1.9024 | 156 | 0.9064 | 0.6513 | 0.9064 | 0.9520 |
| No log | 1.9268 | 158 | 0.7802 | 0.6434 | 0.7802 | 0.8833 |
| No log | 1.9512 | 160 | 0.8026 | 0.6454 | 0.8026 | 0.8959 |
| No log | 1.9756 | 162 | 0.9224 | 0.6309 | 0.9224 | 0.9604 |
| No log | 2.0 | 164 | 1.0271 | 0.6072 | 1.0271 | 1.0135 |
| No log | 2.0244 | 166 | 1.1579 | 0.5298 | 1.1579 | 1.0760 |
| No log | 2.0488 | 168 | 1.0921 | 0.5597 | 1.0921 | 1.0450 |
| No log | 2.0732 | 170 | 0.9105 | 0.6263 | 0.9105 | 0.9542 |
| No log | 2.0976 | 172 | 0.8718 | 0.6351 | 0.8718 | 0.9337 |
| No log | 2.1220 | 174 | 0.9082 | 0.6336 | 0.9082 | 0.9530 |
| No log | 2.1463 | 176 | 0.8064 | 0.6439 | 0.8064 | 0.8980 |
| No log | 2.1707 | 178 | 0.8387 | 0.6564 | 0.8387 | 0.9158 |
| No log | 2.1951 | 180 | 0.7953 | 0.6899 | 0.7953 | 0.8918 |
| No log | 2.2195 | 182 | 0.7335 | 0.6833 | 0.7335 | 0.8565 |
| No log | 2.2439 | 184 | 0.8184 | 0.6718 | 0.8184 | 0.9047 |
| No log | 2.2683 | 186 | 0.9215 | 0.6421 | 0.9215 | 0.9599 |
| No log | 2.2927 | 188 | 0.9207 | 0.6592 | 0.9207 | 0.9595 |
| No log | 2.3171 | 190 | 0.9608 | 0.6236 | 0.9608 | 0.9802 |
| No log | 2.3415 | 192 | 0.9230 | 0.6686 | 0.9230 | 0.9608 |
| No log | 2.3659 | 194 | 0.9496 | 0.6530 | 0.9496 | 0.9745 |
| No log | 2.3902 | 196 | 0.8470 | 0.6844 | 0.8470 | 0.9203 |
| No log | 2.4146 | 198 | 0.7391 | 0.6833 | 0.7391 | 0.8597 |
| No log | 2.4390 | 200 | 0.7412 | 0.6898 | 0.7412 | 0.8609 |
| No log | 2.4634 | 202 | 0.8249 | 0.6740 | 0.8249 | 0.9083 |
| No log | 2.4878 | 204 | 0.9553 | 0.6667 | 0.9553 | 0.9774 |
| No log | 2.5122 | 206 | 0.9832 | 0.6210 | 0.9832 | 0.9915 |
| No log | 2.5366 | 208 | 0.8634 | 0.6641 | 0.8634 | 0.9292 |
| No log | 2.5610 | 210 | 0.7024 | 0.6973 | 0.7024 | 0.8381 |
| No log | 2.5854 | 212 | 0.6393 | 0.7290 | 0.6393 | 0.7995 |
| No log | 2.6098 | 214 | 0.6311 | 0.7236 | 0.6311 | 0.7944 |
| No log | 2.6341 | 216 | 0.6786 | 0.7092 | 0.6786 | 0.8238 |
| No log | 2.6585 | 218 | 0.8584 | 0.6635 | 0.8584 | 0.9265 |
| No log | 2.6829 | 220 | 0.8791 | 0.6635 | 0.8791 | 0.9376 |
| No log | 2.7073 | 222 | 0.7997 | 0.6881 | 0.7997 | 0.8942 |
| No log | 2.7317 | 224 | 0.7577 | 0.6895 | 0.7577 | 0.8705 |
| No log | 2.7561 | 226 | 0.7393 | 0.6765 | 0.7393 | 0.8598 |
| No log | 2.7805 | 228 | 0.7454 | 0.6806 | 0.7454 | 0.8633 |
| No log | 2.8049 | 230 | 0.8202 | 0.6892 | 0.8202 | 0.9057 |
| No log | 2.8293 | 232 | 0.8107 | 0.6766 | 0.8107 | 0.9004 |
| No log | 2.8537 | 234 | 0.7345 | 0.6799 | 0.7345 | 0.8570 |
| No log | 2.8780 | 236 | 0.7280 | 0.6755 | 0.7280 | 0.8533 |
| No log | 2.9024 | 238 | 0.7021 | 0.6906 | 0.7021 | 0.8379 |
| No log | 2.9268 | 240 | 0.7276 | 0.6785 | 0.7276 | 0.8530 |
| No log | 2.9512 | 242 | 0.8720 | 0.6235 | 0.8720 | 0.9338 |
| No log | 2.9756 | 244 | 0.9702 | 0.6167 | 0.9702 | 0.9850 |
| No log | 3.0 | 246 | 0.9584 | 0.6167 | 0.9584 | 0.9790 |
| No log | 3.0244 | 248 | 0.9981 | 0.6031 | 0.9981 | 0.9991 |
| No log | 3.0488 | 250 | 1.0949 | 0.5881 | 1.0949 | 1.0464 |
| No log | 3.0732 | 252 | 1.0450 | 0.6098 | 1.0450 | 1.0222 |
| No log | 3.0976 | 254 | 0.9617 | 0.6476 | 0.9617 | 0.9806 |
| No log | 3.1220 | 256 | 0.8661 | 0.6466 | 0.8661 | 0.9307 |
| No log | 3.1463 | 258 | 0.8851 | 0.6597 | 0.8851 | 0.9408 |
| No log | 3.1707 | 260 | 1.0090 | 0.6065 | 1.0090 | 1.0045 |
| No log | 3.1951 | 262 | 1.0653 | 0.5943 | 1.0653 | 1.0321 |
| No log | 3.2195 | 264 | 0.9736 | 0.6275 | 0.9736 | 0.9867 |
| No log | 3.2439 | 266 | 0.7988 | 0.6713 | 0.7988 | 0.8938 |
| No log | 3.2683 | 268 | 0.7076 | 0.7024 | 0.7076 | 0.8412 |
| No log | 3.2927 | 270 | 0.7021 | 0.6955 | 0.7021 | 0.8379 |
| No log | 3.3171 | 272 | 0.7218 | 0.6920 | 0.7218 | 0.8496 |
| No log | 3.3415 | 274 | 0.8533 | 0.6604 | 0.8533 | 0.9238 |
| No log | 3.3659 | 276 | 1.1049 | 0.5727 | 1.1049 | 1.0511 |
| No log | 3.3902 | 278 | 1.2298 | 0.5280 | 1.2298 | 1.1090 |
| No log | 3.4146 | 280 | 1.1486 | 0.5458 | 1.1486 | 1.0717 |
| No log | 3.4390 | 282 | 0.9729 | 0.6178 | 0.9729 | 0.9864 |
| No log | 3.4634 | 284 | 0.8654 | 0.6296 | 0.8654 | 0.9302 |
| No log | 3.4878 | 286 | 0.9091 | 0.6178 | 0.9091 | 0.9535 |
| No log | 3.5122 | 288 | 0.9970 | 0.6077 | 0.9970 | 0.9985 |
| No log | 3.5366 | 290 | 0.9915 | 0.6238 | 0.9915 | 0.9958 |
| No log | 3.5610 | 292 | 0.8800 | 0.6581 | 0.8800 | 0.9381 |
| No log | 3.5854 | 294 | 0.7979 | 0.6868 | 0.7979 | 0.8933 |
| No log | 3.6098 | 296 | 0.7976 | 0.6897 | 0.7976 | 0.8931 |
| No log | 3.6341 | 298 | 0.8662 | 0.6827 | 0.8662 | 0.9307 |
| No log | 3.6585 | 300 | 0.8312 | 0.6827 | 0.8312 | 0.9117 |
| No log | 3.6829 | 302 | 0.7915 | 0.6801 | 0.7915 | 0.8897 |
| No log | 3.7073 | 304 | 0.7692 | 0.6728 | 0.7692 | 0.8770 |
| No log | 3.7317 | 306 | 0.7381 | 0.6591 | 0.7381 | 0.8591 |
| No log | 3.7561 | 308 | 0.7141 | 0.6508 | 0.7141 | 0.8450 |
| No log | 3.7805 | 310 | 0.6793 | 0.6919 | 0.6793 | 0.8242 |
| No log | 3.8049 | 312 | 0.6355 | 0.7429 | 0.6355 | 0.7972 |
| No log | 3.8293 | 314 | 0.6311 | 0.7249 | 0.6311 | 0.7944 |
| No log | 3.8537 | 316 | 0.6450 | 0.7428 | 0.6450 | 0.8031 |
| No log | 3.8780 | 318 | 0.7095 | 0.7063 | 0.7095 | 0.8423 |
| No log | 3.9024 | 320 | 0.8715 | 0.6574 | 0.8715 | 0.9336 |
| No log | 3.9268 | 322 | 0.9400 | 0.6202 | 0.9400 | 0.9695 |
| No log | 3.9512 | 324 | 0.8646 | 0.6642 | 0.8646 | 0.9299 |
| No log | 3.9756 | 326 | 0.7199 | 0.7145 | 0.7199 | 0.8485 |
| No log | 4.0 | 328 | 0.6811 | 0.7151 | 0.6811 | 0.8253 |
| No log | 4.0244 | 330 | 0.6842 | 0.7170 | 0.6842 | 0.8271 |
| No log | 4.0488 | 332 | 0.6948 | 0.7134 | 0.6948 | 0.8336 |
| No log | 4.0732 | 334 | 0.6976 | 0.6940 | 0.6976 | 0.8352 |
| No log | 4.0976 | 336 | 0.7008 | 0.7115 | 0.7008 | 0.8372 |
| No log | 4.1220 | 338 | 0.7870 | 0.6940 | 0.7870 | 0.8871 |
| No log | 4.1463 | 340 | 0.9020 | 0.6422 | 0.9020 | 0.9497 |
| No log | 4.1707 | 342 | 0.9205 | 0.6452 | 0.9205 | 0.9594 |
| No log | 4.1951 | 344 | 0.8425 | 0.6561 | 0.8425 | 0.9179 |
| No log | 4.2195 | 346 | 0.7753 | 0.6689 | 0.7753 | 0.8805 |
| No log | 4.2439 | 348 | 0.7979 | 0.6375 | 0.7979 | 0.8933 |
| No log | 4.2683 | 350 | 0.8215 | 0.6360 | 0.8215 | 0.9064 |
| No log | 4.2927 | 352 | 0.8845 | 0.6367 | 0.8845 | 0.9405 |
| No log | 4.3171 | 354 | 0.8818 | 0.6537 | 0.8818 | 0.9390 |
| No log | 4.3415 | 356 | 0.8443 | 0.6606 | 0.8443 | 0.9188 |
| No log | 4.3659 | 358 | 0.8047 | 0.6776 | 0.8047 | 0.8970 |
| No log | 4.3902 | 360 | 0.8231 | 0.6664 | 0.8231 | 0.9072 |
| No log | 4.4146 | 362 | 0.8015 | 0.6698 | 0.8015 | 0.8953 |
| No log | 4.4390 | 364 | 0.7246 | 0.7029 | 0.7246 | 0.8513 |
| No log | 4.4634 | 366 | 0.6951 | 0.6898 | 0.6951 | 0.8337 |
| No log | 4.4878 | 368 | 0.6781 | 0.6824 | 0.6781 | 0.8235 |
| No log | 4.5122 | 370 | 0.6491 | 0.6887 | 0.6491 | 0.8057 |
| No log | 4.5366 | 372 | 0.6561 | 0.7152 | 0.6561 | 0.8100 |
| No log | 4.5610 | 374 | 0.6778 | 0.7280 | 0.6778 | 0.8233 |
| No log | 4.5854 | 376 | 0.7016 | 0.7239 | 0.7016 | 0.8376 |
| No log | 4.6098 | 378 | 0.7373 | 0.7138 | 0.7373 | 0.8586 |
| No log | 4.6341 | 380 | 0.7014 | 0.7228 | 0.7014 | 0.8375 |
| No log | 4.6585 | 382 | 0.6991 | 0.7320 | 0.6991 | 0.8361 |
| No log | 4.6829 | 384 | 0.6926 | 0.7357 | 0.6926 | 0.8322 |
| No log | 4.7073 | 386 | 0.6612 | 0.7396 | 0.6612 | 0.8131 |
| No log | 4.7317 | 388 | 0.6409 | 0.7538 | 0.6409 | 0.8005 |
| No log | 4.7561 | 390 | 0.6439 | 0.7166 | 0.6439 | 0.8024 |
| No log | 4.7805 | 392 | 0.6831 | 0.6990 | 0.6831 | 0.8265 |
| No log | 4.8049 | 394 | 0.7246 | 0.7038 | 0.7246 | 0.8513 |
| No log | 4.8293 | 396 | 0.7476 | 0.6689 | 0.7476 | 0.8647 |
| No log | 4.8537 | 398 | 0.7525 | 0.6695 | 0.7525 | 0.8675 |
| No log | 4.8780 | 400 | 0.7679 | 0.6695 | 0.7679 | 0.8763 |
| No log | 4.9024 | 402 | 0.7576 | 0.6850 | 0.7576 | 0.8704 |
| No log | 4.9268 | 404 | 0.7732 | 0.6832 | 0.7732 | 0.8793 |
| No log | 4.9512 | 406 | 0.8189 | 0.6773 | 0.8189 | 0.9049 |
| No log | 4.9756 | 408 | 0.8036 | 0.6934 | 0.8036 | 0.8965 |
| No log | 5.0 | 410 | 0.7578 | 0.6995 | 0.7578 | 0.8705 |
| No log | 5.0244 | 412 | 0.7212 | 0.6947 | 0.7212 | 0.8492 |
| No log | 5.0488 | 414 | 0.6928 | 0.7079 | 0.6928 | 0.8323 |
| No log | 5.0732 | 416 | 0.6943 | 0.6897 | 0.6943 | 0.8332 |
| No log | 5.0976 | 418 | 0.7046 | 0.6778 | 0.7046 | 0.8394 |
| No log | 5.1220 | 420 | 0.6978 | 0.6649 | 0.6978 | 0.8354 |
| No log | 5.1463 | 422 | 0.6707 | 0.6784 | 0.6707 | 0.8190 |
| No log | 5.1707 | 424 | 0.6501 | 0.7270 | 0.6501 | 0.8063 |
| No log | 5.1951 | 426 | 0.6638 | 0.7311 | 0.6638 | 0.8148 |
| No log | 5.2195 | 428 | 0.6874 | 0.7378 | 0.6874 | 0.8291 |
| No log | 5.2439 | 430 | 0.7858 | 0.6730 | 0.7858 | 0.8865 |
| No log | 5.2683 | 432 | 0.8468 | 0.6532 | 0.8468 | 0.9202 |
| No log | 5.2927 | 434 | 0.8232 | 0.6826 | 0.8232 | 0.9073 |
| No log | 5.3171 | 436 | 0.7098 | 0.6899 | 0.7098 | 0.8425 |
| No log | 5.3415 | 438 | 0.6609 | 0.7451 | 0.6609 | 0.8130 |
| No log | 5.3659 | 440 | 0.6493 | 0.7347 | 0.6493 | 0.8058 |
| No log | 5.3902 | 442 | 0.6434 | 0.7236 | 0.6434 | 0.8021 |
| No log | 5.4146 | 444 | 0.6437 | 0.7236 | 0.6437 | 0.8023 |
| No log | 5.4390 | 446 | 0.6579 | 0.7336 | 0.6579 | 0.8111 |
| No log | 5.4634 | 448 | 0.7345 | 0.7023 | 0.7345 | 0.8570 |
| No log | 5.4878 | 450 | 0.7740 | 0.6850 | 0.7740 | 0.8798 |
| No log | 5.5122 | 452 | 0.7210 | 0.6935 | 0.7210 | 0.8491 |
| No log | 5.5366 | 454 | 0.6641 | 0.7020 | 0.6641 | 0.8149 |
| No log | 5.5610 | 456 | 0.6639 | 0.6954 | 0.6639 | 0.8148 |
| No log | 5.5854 | 458 | 0.7111 | 0.6946 | 0.7111 | 0.8432 |
| No log | 5.6098 | 460 | 0.7570 | 0.6987 | 0.7570 | 0.8700 |
| No log | 5.6341 | 462 | 0.8462 | 0.6909 | 0.8462 | 0.9199 |
| No log | 5.6585 | 464 | 0.8797 | 0.6816 | 0.8797 | 0.9379 |
| No log | 5.6829 | 466 | 0.8213 | 0.6980 | 0.8213 | 0.9062 |
| No log | 5.7073 | 468 | 0.7380 | 0.7000 | 0.7380 | 0.8591 |
| No log | 5.7317 | 470 | 0.6856 | 0.7014 | 0.6856 | 0.8280 |
| No log | 5.7561 | 472 | 0.6692 | 0.7022 | 0.6692 | 0.8180 |
| No log | 5.7805 | 474 | 0.7002 | 0.6906 | 0.7002 | 0.8368 |
| No log | 5.8049 | 476 | 0.7591 | 0.6969 | 0.7591 | 0.8713 |
| No log | 5.8293 | 478 | 0.7669 | 0.6903 | 0.7669 | 0.8757 |
| No log | 5.8537 | 480 | 0.7299 | 0.6987 | 0.7299 | 0.8544 |
| No log | 5.8780 | 482 | 0.6824 | 0.6986 | 0.6824 | 0.8261 |
| No log | 5.9024 | 484 | 0.6767 | 0.7048 | 0.6767 | 0.8226 |
| No log | 5.9268 | 486 | 0.6766 | 0.6999 | 0.6766 | 0.8225 |
| No log | 5.9512 | 488 | 0.6865 | 0.7029 | 0.6865 | 0.8286 |
| No log | 5.9756 | 490 | 0.6831 | 0.7005 | 0.6831 | 0.8265 |
| No log | 6.0 | 492 | 0.6763 | 0.7005 | 0.6763 | 0.8224 |
| No log | 6.0244 | 494 | 0.6988 | 0.7112 | 0.6988 | 0.8360 |
| No log | 6.0488 | 496 | 0.7031 | 0.7093 | 0.7031 | 0.8385 |
| No log | 6.0732 | 498 | 0.6867 | 0.7093 | 0.6867 | 0.8287 |
| 0.4109 | 6.0976 | 500 | 0.6690 | 0.7089 | 0.6690 | 0.8179 |
| 0.4109 | 6.1220 | 502 | 0.6736 | 0.7044 | 0.6736 | 0.8207 |
| 0.4109 | 6.1463 | 504 | 0.6644 | 0.7106 | 0.6644 | 0.8151 |
| 0.4109 | 6.1707 | 506 | 0.6548 | 0.7291 | 0.6548 | 0.8092 |
| 0.4109 | 6.1951 | 508 | 0.6589 | 0.7291 | 0.6589 | 0.8117 |
| 0.4109 | 6.2195 | 510 | 0.6866 | 0.7067 | 0.6866 | 0.8286 |
| 0.4109 | 6.2439 | 512 | 0.6812 | 0.7244 | 0.6812 | 0.8253 |
| 0.4109 | 6.2683 | 514 | 0.6614 | 0.7394 | 0.6614 | 0.8132 |
| 0.4109 | 6.2927 | 516 | 0.6242 | 0.7196 | 0.6242 | 0.7901 |
| 0.4109 | 6.3171 | 518 | 0.5994 | 0.7292 | 0.5994 | 0.7742 |
| 0.4109 | 6.3415 | 520 | 0.5841 | 0.7557 | 0.5841 | 0.7643 |
| 0.4109 | 6.3659 | 522 | 0.5856 | 0.7581 | 0.5856 | 0.7652 |
| 0.4109 | 6.3902 | 524 | 0.5966 | 0.7404 | 0.5966 | 0.7724 |
| 0.4109 | 6.4146 | 526 | 0.6057 | 0.7247 | 0.6057 | 0.7783 |
| 0.4109 | 6.4390 | 528 | 0.6242 | 0.7303 | 0.6242 | 0.7901 |
| 0.4109 | 6.4634 | 530 | 0.6704 | 0.7183 | 0.6704 | 0.8188 |
| 0.4109 | 6.4878 | 532 | 0.7040 | 0.7196 | 0.7040 | 0.8391 |
| 0.4109 | 6.5122 | 534 | 0.7074 | 0.7000 | 0.7074 | 0.8411 |
| 0.4109 | 6.5366 | 536 | 0.6888 | 0.7200 | 0.6888 | 0.8300 |
| 0.4109 | 6.5610 | 538 | 0.6557 | 0.7168 | 0.6557 | 0.8098 |
| 0.4109 | 6.5854 | 540 | 0.6326 | 0.7218 | 0.6326 | 0.7953 |
| 0.4109 | 6.6098 | 542 | 0.6389 | 0.7331 | 0.6389 | 0.7993 |
| 0.4109 | 6.6341 | 544 | 0.6598 | 0.7426 | 0.6598 | 0.8123 |
| 0.4109 | 6.6585 | 546 | 0.6932 | 0.7313 | 0.6932 | 0.8326 |
| 0.4109 | 6.6829 | 548 | 0.7138 | 0.7271 | 0.7138 | 0.8449 |
| 0.4109 | 6.7073 | 550 | 0.7668 | 0.7064 | 0.7668 | 0.8757 |
| 0.4109 | 6.7317 | 552 | 0.8211 | 0.6857 | 0.8211 | 0.9061 |
| 0.4109 | 6.7561 | 554 | 0.8162 | 0.6846 | 0.8162 | 0.9035 |
| 0.4109 | 6.7805 | 556 | 0.7831 | 0.6939 | 0.7831 | 0.8849 |
| 0.4109 | 6.8049 | 558 | 0.7583 | 0.6939 | 0.7583 | 0.8708 |
| 0.4109 | 6.8293 | 560 | 0.7412 | 0.7191 | 0.7412 | 0.8609 |
| 0.4109 | 6.8537 | 562 | 0.7247 | 0.7400 | 0.7247 | 0.8513 |
| 0.4109 | 6.8780 | 564 | 0.6977 | 0.7463 | 0.6977 | 0.8353 |
| 0.4109 | 6.9024 | 566 | 0.6816 | 0.7429 | 0.6816 | 0.8256 |
| 0.4109 | 6.9268 | 568 | 0.6776 | 0.7393 | 0.6776 | 0.8231 |
| 0.4109 | 6.9512 | 570 | 0.6733 | 0.7415 | 0.6733 | 0.8206 |
| 0.4109 | 6.9756 | 572 | 0.6967 | 0.7429 | 0.6967 | 0.8347 |
| 0.4109 | 7.0 | 574 | 0.7207 | 0.7302 | 0.7207 | 0.8489 |
| 0.4109 | 7.0244 | 576 | 0.7415 | 0.6992 | 0.7415 | 0.8611 |
| 0.4109 | 7.0488 | 578 | 0.7728 | 0.6951 | 0.7728 | 0.8791 |
| 0.4109 | 7.0732 | 580 | 0.7936 | 0.6951 | 0.7936 | 0.8908 |
| 0.4109 | 7.0976 | 582 | 0.8241 | 0.6632 | 0.8241 | 0.9078 |
| 0.4109 | 7.1220 | 584 | 0.8022 | 0.6819 | 0.8022 | 0.8956 |
| 0.4109 | 7.1463 | 586 | 0.7770 | 0.6819 | 0.7770 | 0.8815 |
| 0.4109 | 7.1707 | 588 | 0.7276 | 0.7077 | 0.7276 | 0.8530 |
| 0.4109 | 7.1951 | 590 | 0.6948 | 0.7120 | 0.6948 | 0.8335 |
| 0.4109 | 7.2195 | 592 | 0.6666 | 0.7329 | 0.6666 | 0.8165 |
| 0.4109 | 7.2439 | 594 | 0.6624 | 0.7568 | 0.6624 | 0.8139 |
| 0.4109 | 7.2683 | 596 | 0.6809 | 0.7479 | 0.6809 | 0.8252 |
| 0.4109 | 7.2927 | 598 | 0.7179 | 0.7281 | 0.7179 | 0.8473 |
| 0.4109 | 7.3171 | 600 | 0.7307 | 0.7218 | 0.7307 | 0.8548 |
| 0.4109 | 7.3415 | 602 | 0.7477 | 0.6945 | 0.7477 | 0.8647 |
| 0.4109 | 7.3659 | 604 | 0.7562 | 0.6945 | 0.7562 | 0.8696 |
| 0.4109 | 7.3902 | 606 | 0.7585 | 0.6850 | 0.7585 | 0.8709 |
| 0.4109 | 7.4146 | 608 | 0.7426 | 0.6945 | 0.7426 | 0.8617 |
| 0.4109 | 7.4390 | 610 | 0.7069 | 0.7485 | 0.7069 | 0.8408 |
| 0.4109 | 7.4634 | 612 | 0.6723 | 0.7507 | 0.6723 | 0.8199 |
| 0.4109 | 7.4878 | 614 | 0.6501 | 0.7449 | 0.6501 | 0.8063 |
| 0.4109 | 7.5122 | 616 | 0.6306 | 0.7364 | 0.6306 | 0.7941 |
| 0.4109 | 7.5366 | 618 | 0.6168 | 0.7295 | 0.6168 | 0.7854 |
| 0.4109 | 7.5610 | 620 | 0.6166 | 0.7295 | 0.6166 | 0.7852 |
| 0.4109 | 7.5854 | 622 | 0.6281 | 0.7358 | 0.6281 | 0.7925 |
| 0.4109 | 7.6098 | 624 | 0.6500 | 0.7325 | 0.6500 | 0.8062 |
| 0.4109 | 7.6341 | 626 | 0.6710 | 0.7313 | 0.6710 | 0.8191 |
| 0.4109 | 7.6585 | 628 | 0.6876 | 0.7264 | 0.6876 | 0.8292 |
| 0.4109 | 7.6829 | 630 | 0.6893 | 0.7264 | 0.6893 | 0.8303 |
| 0.4109 | 7.7073 | 632 | 0.6768 | 0.7387 | 0.6768 | 0.8227 |
| 0.4109 | 7.7317 | 634 | 0.6483 | 0.7319 | 0.6483 | 0.8052 |
| 0.4109 | 7.7561 | 636 | 0.6242 | 0.7370 | 0.6242 | 0.7901 |
| 0.4109 | 7.7805 | 638 | 0.6197 | 0.7370 | 0.6197 | 0.7872 |
| 0.4109 | 7.8049 | 640 | 0.6319 | 0.7370 | 0.6319 | 0.7949 |
| 0.4109 | 7.8293 | 642 | 0.6635 | 0.7356 | 0.6635 | 0.8145 |
| 0.4109 | 7.8537 | 644 | 0.6981 | 0.7449 | 0.6981 | 0.8355 |
| 0.4109 | 7.8780 | 646 | 0.7327 | 0.7245 | 0.7327 | 0.8560 |
| 0.4109 | 7.9024 | 648 | 0.7561 | 0.6898 | 0.7561 | 0.8695 |
| 0.4109 | 7.9268 | 650 | 0.7575 | 0.6898 | 0.7575 | 0.8703 |
| 0.4109 | 7.9512 | 652 | 0.7567 | 0.7033 | 0.7567 | 0.8699 |
| 0.4109 | 7.9756 | 654 | 0.7437 | 0.7102 | 0.7437 | 0.8624 |
| 0.4109 | 8.0 | 656 | 0.7492 | 0.7033 | 0.7492 | 0.8656 |
| 0.4109 | 8.0244 | 658 | 0.7799 | 0.6951 | 0.7799 | 0.8831 |
| 0.4109 | 8.0488 | 660 | 0.8267 | 0.6632 | 0.8267 | 0.9093 |
| 0.4109 | 8.0732 | 662 | 0.8468 | 0.6616 | 0.8468 | 0.9202 |
| 0.4109 | 8.0976 | 664 | 0.8512 | 0.6616 | 0.8512 | 0.9226 |
| 0.4109 | 8.1220 | 666 | 0.8320 | 0.6708 | 0.8320 | 0.9121 |
| 0.4109 | 8.1463 | 668 | 0.8038 | 0.6725 | 0.8038 | 0.8965 |
| 0.4109 | 8.1707 | 670 | 0.7847 | 0.6792 | 0.7847 | 0.8858 |
| 0.4109 | 8.1951 | 672 | 0.7745 | 0.6992 | 0.7745 | 0.8801 |
| 0.4109 | 8.2195 | 674 | 0.7575 | 0.6992 | 0.7575 | 0.8704 |
| 0.4109 | 8.2439 | 676 | 0.7615 | 0.6868 | 0.7615 | 0.8726 |
| 0.4109 | 8.2683 | 678 | 0.7814 | 0.6725 | 0.7814 | 0.8840 |
| 0.4109 | 8.2927 | 680 | 0.8164 | 0.6725 | 0.8164 | 0.9036 |
| 0.4109 | 8.3171 | 682 | 0.8615 | 0.6735 | 0.8615 | 0.9282 |
| 0.4109 | 8.3415 | 684 | 0.8939 | 0.6506 | 0.8939 | 0.9454 |
| 0.4109 | 8.3659 | 686 | 0.9123 | 0.6325 | 0.9123 | 0.9551 |
| 0.4109 | 8.3902 | 688 | 0.9121 | 0.6325 | 0.9121 | 0.9550 |
| 0.4109 | 8.4146 | 690 | 0.8869 | 0.6415 | 0.8869 | 0.9418 |
| 0.4109 | 8.4390 | 692 | 0.8443 | 0.6718 | 0.8443 | 0.9188 |
| 0.4109 | 8.4634 | 694 | 0.7968 | 0.6735 | 0.7968 | 0.8926 |
| 0.4109 | 8.4878 | 696 | 0.7566 | 0.6837 | 0.7566 | 0.8698 |
| 0.4109 | 8.5122 | 698 | 0.7337 | 0.6776 | 0.7337 | 0.8566 |
| 0.4109 | 8.5366 | 700 | 0.7339 | 0.6837 | 0.7339 | 0.8567 |
| 0.4109 | 8.5610 | 702 | 0.7480 | 0.6837 | 0.7480 | 0.8649 |
| 0.4109 | 8.5854 | 704 | 0.7727 | 0.6837 | 0.7727 | 0.8790 |
| 0.4109 | 8.6098 | 706 | 0.8054 | 0.6725 | 0.8054 | 0.8974 |
| 0.4109 | 8.6341 | 708 | 0.8213 | 0.6725 | 0.8213 | 0.9063 |
| 0.4109 | 8.6585 | 710 | 0.8227 | 0.6725 | 0.8227 | 0.9070 |
| 0.4109 | 8.6829 | 712 | 0.8237 | 0.6725 | 0.8237 | 0.9076 |
| 0.4109 | 8.7073 | 714 | 0.8225 | 0.6725 | 0.8225 | 0.9069 |
| 0.4109 | 8.7317 | 716 | 0.8170 | 0.6725 | 0.8170 | 0.9039 |
| 0.4109 | 8.7561 | 718 | 0.8133 | 0.6725 | 0.8133 | 0.9019 |
| 0.4109 | 8.7805 | 720 | 0.8143 | 0.6725 | 0.8143 | 0.9024 |
| 0.4109 | 8.8049 | 722 | 0.8174 | 0.6735 | 0.8174 | 0.9041 |
| 0.4109 | 8.8293 | 724 | 0.8109 | 0.6735 | 0.8109 | 0.9005 |
| 0.4109 | 8.8537 | 726 | 0.7961 | 0.6830 | 0.7961 | 0.8922 |
| 0.4109 | 8.8780 | 728 | 0.7862 | 0.6848 | 0.7862 | 0.8867 |
| 0.4109 | 8.9024 | 730 | 0.7822 | 0.6848 | 0.7822 | 0.8844 |
| 0.4109 | 8.9268 | 732 | 0.7840 | 0.6837 | 0.7840 | 0.8854 |
| 0.4109 | 8.9512 | 734 | 0.7884 | 0.6819 | 0.7884 | 0.8879 |
| 0.4109 | 8.9756 | 736 | 0.7941 | 0.6819 | 0.7941 | 0.8911 |
| 0.4109 | 9.0 | 738 | 0.8032 | 0.6735 | 0.8032 | 0.8962 |
| 0.4109 | 9.0244 | 740 | 0.8183 | 0.6735 | 0.8183 | 0.9046 |
| 0.4109 | 9.0488 | 742 | 0.8286 | 0.6735 | 0.8286 | 0.9103 |
| 0.4109 | 9.0732 | 744 | 0.8279 | 0.6735 | 0.8279 | 0.9099 |
| 0.4109 | 9.0976 | 746 | 0.8229 | 0.6735 | 0.8229 | 0.9072 |
| 0.4109 | 9.1220 | 748 | 0.8158 | 0.6735 | 0.8158 | 0.9032 |
| 0.4109 | 9.1463 | 750 | 0.8155 | 0.6735 | 0.8155 | 0.9030 |
| 0.4109 | 9.1707 | 752 | 0.8109 | 0.6735 | 0.8109 | 0.9005 |
| 0.4109 | 9.1951 | 754 | 0.8142 | 0.6735 | 0.8142 | 0.9023 |
| 0.4109 | 9.2195 | 756 | 0.8123 | 0.6735 | 0.8123 | 0.9013 |
| 0.4109 | 9.2439 | 758 | 0.8068 | 0.6830 | 0.8068 | 0.8982 |
| 0.4109 | 9.2683 | 760 | 0.7995 | 0.6830 | 0.7995 | 0.8942 |
| 0.4109 | 9.2927 | 762 | 0.7971 | 0.6830 | 0.7971 | 0.8928 |
| 0.4109 | 9.3171 | 764 | 0.7906 | 0.6830 | 0.7906 | 0.8892 |
| 0.4109 | 9.3415 | 766 | 0.7858 | 0.6830 | 0.7858 | 0.8864 |
| 0.4109 | 9.3659 | 768 | 0.7879 | 0.6830 | 0.7879 | 0.8876 |
| 0.4109 | 9.3902 | 770 | 0.7892 | 0.6830 | 0.7892 | 0.8884 |
| 0.4109 | 9.4146 | 772 | 0.7842 | 0.6848 | 0.7842 | 0.8855 |
| 0.4109 | 9.4390 | 774 | 0.7766 | 0.6848 | 0.7766 | 0.8812 |
| 0.4109 | 9.4634 | 776 | 0.7729 | 0.6866 | 0.7729 | 0.8792 |
| 0.4109 | 9.4878 | 778 | 0.7690 | 0.6878 | 0.7690 | 0.8769 |
| 0.4109 | 9.5122 | 780 | 0.7646 | 0.6878 | 0.7646 | 0.8744 |
| 0.4109 | 9.5366 | 782 | 0.7636 | 0.6878 | 0.7636 | 0.8738 |
| 0.4109 | 9.5610 | 784 | 0.7641 | 0.6878 | 0.7641 | 0.8741 |
| 0.4109 | 9.5854 | 786 | 0.7669 | 0.6878 | 0.7669 | 0.8757 |
| 0.4109 | 9.6098 | 788 | 0.7719 | 0.6859 | 0.7719 | 0.8786 |
| 0.4109 | 9.6341 | 790 | 0.7775 | 0.6841 | 0.7775 | 0.8817 |
| 0.4109 | 9.6585 | 792 | 0.7807 | 0.6830 | 0.7807 | 0.8836 |
| 0.4109 | 9.6829 | 794 | 0.7856 | 0.6830 | 0.7856 | 0.8863 |
| 0.4109 | 9.7073 | 796 | 0.7880 | 0.6830 | 0.7880 | 0.8877 |
| 0.4109 | 9.7317 | 798 | 0.7902 | 0.6830 | 0.7902 | 0.8889 |
| 0.4109 | 9.7561 | 800 | 0.7929 | 0.6830 | 0.7929 | 0.8904 |
| 0.4109 | 9.7805 | 802 | 0.7946 | 0.6735 | 0.7946 | 0.8914 |
| 0.4109 | 9.8049 | 804 | 0.7950 | 0.6735 | 0.7950 | 0.8916 |
| 0.4109 | 9.8293 | 806 | 0.7942 | 0.6735 | 0.7942 | 0.8912 |
| 0.4109 | 9.8537 | 808 | 0.7945 | 0.6735 | 0.7945 | 0.8913 |
| 0.4109 | 9.8780 | 810 | 0.7934 | 0.6735 | 0.7934 | 0.8907 |
| 0.4109 | 9.9024 | 812 | 0.7920 | 0.6830 | 0.7920 | 0.8899 |
| 0.4109 | 9.9268 | 814 | 0.7902 | 0.6830 | 0.7902 | 0.8889 |
| 0.4109 | 9.9512 | 816 | 0.7894 | 0.6830 | 0.7894 | 0.8885 |
| 0.4109 | 9.9756 | 818 | 0.7887 | 0.6830 | 0.7887 | 0.8881 |
| 0.4109 | 10.0 | 820 | 0.7884 | 0.6830 | 0.7884 | 0.8879 |