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MayBashendy/ArabicNewSplits4_FineTuningAraBERT_run1_AugV5_k16_task3_organization
ArabicNewSplits4_FineTuningAraBERT_run1_AugV5_k16_task3_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 | 0.0317 | 2 | 3.5371 | -0.0126 | 3.5371 | 1.8807 |
| No log | 0.0635 | 4 | 2.0347 | -0.0674 | 2.0347 | 1.4264 |
| No log | 0.0952 | 6 | 1.3908 | 0.0255 | 1.3908 | 1.1793 |
| No log | 0.1270 | 8 | 1.3776 | 0.0380 | 1.3776 | 1.1737 |
| No log | 0.1587 | 10 | 0.6904 | 0.0952 | 0.6904 | 0.8309 |
| No log | 0.1905 | 12 | 0.6506 | -0.0794 | 0.6506 | 0.8066 |
| No log | 0.2222 | 14 | 0.6981 | -0.1473 | 0.6981 | 0.8355 |
| No log | 0.2540 | 16 | 0.7179 | -0.0133 | 0.7179 | 0.8473 |
| No log | 0.2857 | 18 | 0.7136 | -0.0256 | 0.7136 | 0.8448 |
| No log | 0.3175 | 20 | 0.7316 | 0.0061 | 0.7316 | 0.8553 |
| No log | 0.3492 | 22 | 0.7031 | 0.0617 | 0.7031 | 0.8385 |
| No log | 0.3810 | 24 | 0.7059 | -0.0909 | 0.7059 | 0.8402 |
| No log | 0.4127 | 26 | 0.6482 | 0.0303 | 0.6482 | 0.8051 |
| No log | 0.4444 | 28 | 0.6149 | 0.0 | 0.6149 | 0.7842 |
| No log | 0.4762 | 30 | 0.6239 | 0.0 | 0.6239 | 0.7899 |
| No log | 0.5079 | 32 | 0.6264 | 0.0 | 0.6264 | 0.7915 |
| No log | 0.5397 | 34 | 0.6242 | 0.0 | 0.6242 | 0.7901 |
| No log | 0.5714 | 36 | 0.6531 | -0.0081 | 0.6531 | 0.8082 |
| No log | 0.6032 | 38 | 0.6354 | 0.0 | 0.6354 | 0.7971 |
| No log | 0.6349 | 40 | 0.6296 | 0.0 | 0.6296 | 0.7935 |
| No log | 0.6667 | 42 | 0.6285 | 0.0 | 0.6285 | 0.7928 |
| No log | 0.6984 | 44 | 0.6405 | -0.0081 | 0.6405 | 0.8003 |
| No log | 0.7302 | 46 | 0.6811 | -0.0159 | 0.6811 | 0.8253 |
| No log | 0.7619 | 48 | 0.8031 | -0.0090 | 0.8031 | 0.8961 |
| No log | 0.7937 | 50 | 0.8742 | 0.0 | 0.8742 | 0.9350 |
| No log | 0.8254 | 52 | 0.9200 | 0.0 | 0.9200 | 0.9591 |
| No log | 0.8571 | 54 | 0.8363 | -0.0090 | 0.8363 | 0.9145 |
| No log | 0.8889 | 56 | 0.6967 | -0.0963 | 0.6967 | 0.8347 |
| No log | 0.9206 | 58 | 0.6347 | 0.0 | 0.6347 | 0.7967 |
| No log | 0.9524 | 60 | 0.6312 | 0.0 | 0.6312 | 0.7945 |
| No log | 0.9841 | 62 | 0.6539 | 0.0 | 0.6539 | 0.8086 |
| No log | 1.0159 | 64 | 0.6411 | -0.0159 | 0.6411 | 0.8007 |
| No log | 1.0476 | 66 | 0.6414 | -0.1014 | 0.6414 | 0.8009 |
| No log | 1.0794 | 68 | 0.6514 | 0.0327 | 0.6514 | 0.8071 |
| No log | 1.1111 | 70 | 0.8220 | 0.0707 | 0.8220 | 0.9066 |
| No log | 1.1429 | 72 | 0.9911 | 0.0877 | 0.9911 | 0.9955 |
| No log | 1.1746 | 74 | 0.7004 | 0.0692 | 0.7004 | 0.8369 |
| No log | 1.2063 | 76 | 0.6511 | 0.0 | 0.6511 | 0.8069 |
| No log | 1.2381 | 78 | 0.6930 | 0.0071 | 0.6930 | 0.8325 |
| No log | 1.2698 | 80 | 0.7274 | -0.0719 | 0.7274 | 0.8529 |
| No log | 1.3016 | 82 | 0.6469 | -0.0081 | 0.6469 | 0.8043 |
| No log | 1.3333 | 84 | 0.6283 | -0.0081 | 0.6283 | 0.7927 |
| No log | 1.3651 | 86 | 0.6784 | -0.0556 | 0.6784 | 0.8236 |
| No log | 1.3968 | 88 | 0.6898 | 0.0692 | 0.6898 | 0.8306 |
| No log | 1.4286 | 90 | 0.6253 | -0.0496 | 0.6253 | 0.7908 |
| No log | 1.4603 | 92 | 0.6306 | 0.0625 | 0.6306 | 0.7941 |
| No log | 1.4921 | 94 | 0.6895 | 0.0625 | 0.6895 | 0.8304 |
| No log | 1.5238 | 96 | 0.7029 | 0.1304 | 0.7029 | 0.8384 |
| No log | 1.5556 | 98 | 0.6461 | 0.0638 | 0.6461 | 0.8038 |
| No log | 1.5873 | 100 | 0.6260 | 0.1258 | 0.6260 | 0.7912 |
| No log | 1.6190 | 102 | 0.6794 | 0.1345 | 0.6794 | 0.8243 |
| No log | 1.6508 | 104 | 0.8899 | 0.0741 | 0.8899 | 0.9434 |
| No log | 1.6825 | 106 | 0.7210 | 0.1038 | 0.7210 | 0.8491 |
| No log | 1.7143 | 108 | 0.5718 | 0.0 | 0.5718 | 0.7562 |
| No log | 1.7460 | 110 | 0.6041 | 0.0 | 0.6041 | 0.7772 |
| No log | 1.7778 | 112 | 0.6272 | 0.0 | 0.6272 | 0.7919 |
| No log | 1.8095 | 114 | 0.6520 | -0.0303 | 0.6520 | 0.8075 |
| No log | 1.8413 | 116 | 0.6613 | -0.0963 | 0.6613 | 0.8132 |
| No log | 1.8730 | 118 | 0.6372 | -0.0303 | 0.6372 | 0.7983 |
| No log | 1.9048 | 120 | 0.6181 | -0.0081 | 0.6181 | 0.7862 |
| No log | 1.9365 | 122 | 0.6109 | -0.0081 | 0.6109 | 0.7816 |
| No log | 1.9683 | 124 | 0.6063 | 0.0388 | 0.6063 | 0.7787 |
| No log | 2.0 | 126 | 0.6794 | 0.0952 | 0.6794 | 0.8242 |
| No log | 2.0317 | 128 | 0.7229 | 0.0601 | 0.7229 | 0.8502 |
| No log | 2.0635 | 130 | 0.7284 | 0.0601 | 0.7284 | 0.8535 |
| No log | 2.0952 | 132 | 0.6437 | 0.0952 | 0.6437 | 0.8023 |
| No log | 2.1270 | 134 | 0.5711 | 0.2000 | 0.5711 | 0.7557 |
| No log | 2.1587 | 136 | 0.6701 | 0.0769 | 0.6701 | 0.8186 |
| No log | 2.1905 | 138 | 0.7115 | 0.1429 | 0.7115 | 0.8435 |
| No log | 2.2222 | 140 | 0.6180 | 0.0720 | 0.6180 | 0.7861 |
| No log | 2.2540 | 142 | 0.5463 | 0.0534 | 0.5463 | 0.7392 |
| No log | 2.2857 | 144 | 0.5209 | 0.2877 | 0.5209 | 0.7217 |
| No log | 2.3175 | 146 | 0.5578 | 0.2795 | 0.5578 | 0.7468 |
| No log | 2.3492 | 148 | 0.5738 | 0.3708 | 0.5738 | 0.7575 |
| No log | 2.3810 | 150 | 0.7951 | 0.1579 | 0.7951 | 0.8917 |
| No log | 2.4127 | 152 | 1.0120 | 0.1429 | 1.0120 | 1.0060 |
| No log | 2.4444 | 154 | 0.8553 | 0.1333 | 0.8553 | 0.9248 |
| No log | 2.4762 | 156 | 0.7686 | 0.2000 | 0.7686 | 0.8767 |
| No log | 2.5079 | 158 | 0.6313 | 0.2251 | 0.6313 | 0.7945 |
| No log | 2.5397 | 160 | 0.6255 | 0.2990 | 0.6255 | 0.7909 |
| No log | 2.5714 | 162 | 0.6774 | 0.2146 | 0.6774 | 0.8230 |
| No log | 2.6032 | 164 | 0.7042 | 0.3043 | 0.7042 | 0.8391 |
| No log | 2.6349 | 166 | 0.8362 | 0.1486 | 0.8362 | 0.9145 |
| No log | 2.6667 | 168 | 0.8329 | 0.2126 | 0.8329 | 0.9126 |
| No log | 2.6984 | 170 | 0.8551 | 0.1680 | 0.8551 | 0.9247 |
| No log | 2.7302 | 172 | 0.9154 | 0.1094 | 0.9154 | 0.9568 |
| No log | 2.7619 | 174 | 1.0493 | -0.0240 | 1.0493 | 1.0243 |
| No log | 2.7937 | 176 | 0.9835 | -0.0489 | 0.9835 | 0.9917 |
| No log | 2.8254 | 178 | 0.8845 | 0.0298 | 0.8845 | 0.9405 |
| No log | 2.8571 | 180 | 0.8983 | 0.1000 | 0.8983 | 0.9478 |
| No log | 2.8889 | 182 | 1.0684 | 0.0897 | 1.0684 | 1.0336 |
| No log | 2.9206 | 184 | 1.0292 | 0.1278 | 1.0292 | 1.0145 |
| No log | 2.9524 | 186 | 0.9369 | 0.1811 | 0.9369 | 0.9679 |
| No log | 2.9841 | 188 | 0.9666 | 0.1811 | 0.9666 | 0.9831 |
| No log | 3.0159 | 190 | 0.7786 | 0.2793 | 0.7786 | 0.8824 |
| No log | 3.0476 | 192 | 0.7852 | 0.2793 | 0.7852 | 0.8861 |
| No log | 3.0794 | 194 | 1.3229 | 0.0951 | 1.3229 | 1.1502 |
| No log | 3.1111 | 196 | 1.4903 | 0.0788 | 1.4903 | 1.2208 |
| No log | 3.1429 | 198 | 1.0038 | 0.1094 | 1.0038 | 1.0019 |
| No log | 3.1746 | 200 | 0.9455 | 0.2868 | 0.9455 | 0.9724 |
| No log | 3.2063 | 202 | 0.8960 | 0.2258 | 0.8960 | 0.9466 |
| No log | 3.2381 | 204 | 1.1701 | 0.1475 | 1.1701 | 1.0817 |
| No log | 3.2698 | 206 | 1.4554 | 0.1030 | 1.4554 | 1.2064 |
| No log | 3.3016 | 208 | 1.1475 | 0.1458 | 1.1475 | 1.0712 |
| No log | 3.3333 | 210 | 0.9703 | 0.1939 | 0.9703 | 0.9850 |
| No log | 3.3651 | 212 | 1.0330 | 0.2000 | 1.0330 | 1.0163 |
| No log | 3.3968 | 214 | 1.5362 | 0.0588 | 1.5362 | 1.2394 |
| No log | 3.4286 | 216 | 1.5808 | 0.0806 | 1.5808 | 1.2573 |
| No log | 3.4603 | 218 | 1.3628 | 0.0769 | 1.3628 | 1.1674 |
| No log | 3.4921 | 220 | 1.3625 | 0.0984 | 1.3625 | 1.1672 |
| No log | 3.5238 | 222 | 1.6389 | 0.0588 | 1.6389 | 1.2802 |
| No log | 3.5556 | 224 | 1.9050 | 0.0400 | 1.9050 | 1.3802 |
| No log | 3.5873 | 226 | 1.8281 | 0.0588 | 1.8281 | 1.3521 |
| No log | 3.6190 | 228 | 1.4088 | 0.0644 | 1.4088 | 1.1869 |
| No log | 3.6508 | 230 | 1.0144 | 0.2195 | 1.0144 | 1.0072 |
| No log | 3.6825 | 232 | 1.0237 | 0.2188 | 1.0237 | 1.0118 |
| No log | 3.7143 | 234 | 1.0249 | 0.2191 | 1.0249 | 1.0124 |
| No log | 3.7460 | 236 | 1.0179 | 0.2191 | 1.0179 | 1.0089 |
| No log | 3.7778 | 238 | 1.1705 | 0.0815 | 1.1705 | 1.0819 |
| No log | 3.8095 | 240 | 1.1604 | 0.1127 | 1.1604 | 1.0772 |
| No log | 3.8413 | 242 | 0.7321 | 0.3684 | 0.7321 | 0.8556 |
| No log | 3.8730 | 244 | 0.6289 | 0.3161 | 0.6289 | 0.7930 |
| No log | 3.9048 | 246 | 0.5981 | 0.2653 | 0.5981 | 0.7734 |
| No log | 3.9365 | 248 | 0.8044 | 0.2208 | 0.8044 | 0.8969 |
| No log | 3.9683 | 250 | 1.4225 | 0.0788 | 1.4225 | 1.1927 |
| No log | 4.0 | 252 | 1.4375 | 0.0545 | 1.4375 | 1.1990 |
| No log | 4.0317 | 254 | 1.0147 | 0.1111 | 1.0147 | 1.0073 |
| No log | 4.0635 | 256 | 0.7144 | 0.2563 | 0.7144 | 0.8452 |
| No log | 4.0952 | 258 | 0.7725 | 0.2857 | 0.7725 | 0.8789 |
| No log | 4.1270 | 260 | 1.1648 | 0.0877 | 1.1648 | 1.0793 |
| No log | 4.1587 | 262 | 1.3866 | 0.0968 | 1.3866 | 1.1775 |
| No log | 4.1905 | 264 | 1.1378 | 0.0621 | 1.1378 | 1.0667 |
| No log | 4.2222 | 266 | 1.0936 | 0.0857 | 1.0936 | 1.0458 |
| No log | 4.2540 | 268 | 1.0320 | 0.0857 | 1.0320 | 1.0159 |
| No log | 4.2857 | 270 | 1.0024 | 0.1418 | 1.0024 | 1.0012 |
| No log | 4.3175 | 272 | 0.6525 | 0.2941 | 0.6525 | 0.8078 |
| No log | 4.3492 | 274 | 0.5929 | 0.3231 | 0.5929 | 0.7700 |
| No log | 4.3810 | 276 | 0.7717 | 0.3028 | 0.7717 | 0.8785 |
| No log | 4.4127 | 278 | 1.2814 | 0.0710 | 1.2814 | 1.1320 |
| No log | 4.4444 | 280 | 1.6122 | 0.1034 | 1.6122 | 1.2697 |
| No log | 4.4762 | 282 | 1.3955 | 0.0476 | 1.3955 | 1.1813 |
| No log | 4.5079 | 284 | 0.7751 | 0.2709 | 0.7751 | 0.8804 |
| No log | 4.5397 | 286 | 0.6117 | 0.2245 | 0.6117 | 0.7821 |
| No log | 4.5714 | 288 | 0.6784 | 0.3237 | 0.6784 | 0.8236 |
| No log | 4.6032 | 290 | 1.1258 | 0.1418 | 1.1258 | 1.0610 |
| No log | 4.6349 | 292 | 1.4941 | 0.0751 | 1.4941 | 1.2223 |
| No log | 4.6667 | 294 | 1.3117 | 0.0692 | 1.3117 | 1.1453 |
| No log | 4.6984 | 296 | 0.7715 | 0.2661 | 0.7715 | 0.8783 |
| No log | 4.7302 | 298 | 0.6025 | 0.3171 | 0.6025 | 0.7762 |
| No log | 4.7619 | 300 | 0.5971 | 0.3171 | 0.5971 | 0.7727 |
| No log | 4.7937 | 302 | 0.7344 | 0.3628 | 0.7344 | 0.8570 |
| No log | 4.8254 | 304 | 0.7974 | 0.2961 | 0.7974 | 0.8930 |
| No log | 4.8571 | 306 | 0.9935 | 0.2000 | 0.9935 | 0.9967 |
| No log | 4.8889 | 308 | 1.0049 | 0.1686 | 1.0049 | 1.0024 |
| No log | 4.9206 | 310 | 0.7445 | 0.3886 | 0.7445 | 0.8628 |
| No log | 4.9524 | 312 | 0.5862 | 0.2563 | 0.5862 | 0.7656 |
| No log | 4.9841 | 314 | 0.5827 | 0.2563 | 0.5827 | 0.7634 |
| No log | 5.0159 | 316 | 0.7123 | 0.3571 | 0.7123 | 0.8440 |
| No log | 5.0476 | 318 | 1.0327 | 0.2000 | 1.0327 | 1.0162 |
| No log | 5.0794 | 320 | 0.9739 | 0.2000 | 0.9739 | 0.9869 |
| No log | 5.1111 | 322 | 0.7684 | 0.3593 | 0.7684 | 0.8766 |
| No log | 5.1429 | 324 | 0.7398 | 0.3846 | 0.7398 | 0.8601 |
| No log | 5.1746 | 326 | 0.9155 | 0.2327 | 0.9155 | 0.9568 |
| No log | 5.2063 | 328 | 0.8552 | 0.3171 | 0.8552 | 0.9248 |
| No log | 5.2381 | 330 | 0.7216 | 0.3929 | 0.7216 | 0.8495 |
| No log | 5.2698 | 332 | 0.5574 | 0.3535 | 0.5574 | 0.7466 |
| No log | 5.3016 | 334 | 0.5744 | 0.3171 | 0.5744 | 0.7579 |
| No log | 5.3333 | 336 | 0.6413 | 0.3237 | 0.6413 | 0.8008 |
| No log | 5.3651 | 338 | 0.6206 | 0.3237 | 0.6206 | 0.7878 |
| No log | 5.3968 | 340 | 0.7095 | 0.3514 | 0.7095 | 0.8423 |
| No log | 5.4286 | 342 | 1.0041 | 0.2248 | 1.0041 | 1.0020 |
| No log | 5.4603 | 344 | 1.0327 | 0.2308 | 1.0327 | 1.0162 |
| No log | 5.4921 | 346 | 0.7574 | 0.3537 | 0.7574 | 0.8703 |
| No log | 5.5238 | 348 | 0.5394 | 0.3978 | 0.5394 | 0.7344 |
| No log | 5.5556 | 350 | 0.5430 | 0.2273 | 0.5430 | 0.7369 |
| No log | 5.5873 | 352 | 0.5331 | 0.3978 | 0.5331 | 0.7301 |
| No log | 5.6190 | 354 | 0.6917 | 0.3448 | 0.6917 | 0.8317 |
| No log | 5.6508 | 356 | 0.9390 | 0.2846 | 0.9390 | 0.9690 |
| No log | 5.6825 | 358 | 0.8849 | 0.3195 | 0.8849 | 0.9407 |
| No log | 5.7143 | 360 | 0.6308 | 0.3488 | 0.6308 | 0.7942 |
| No log | 5.7460 | 362 | 0.5195 | 0.3402 | 0.5195 | 0.7208 |
| No log | 5.7778 | 364 | 0.5301 | 0.3367 | 0.5301 | 0.7281 |
| No log | 5.8095 | 366 | 0.6628 | 0.3739 | 0.6628 | 0.8141 |
| No log | 5.8413 | 368 | 1.0046 | 0.3043 | 1.0046 | 1.0023 |
| No log | 5.8730 | 370 | 1.1396 | 0.2150 | 1.1396 | 1.0675 |
| No log | 5.9048 | 372 | 1.0293 | 0.3218 | 1.0293 | 1.0145 |
| No log | 5.9365 | 374 | 0.7856 | 0.3360 | 0.7856 | 0.8863 |
| No log | 5.9683 | 376 | 0.7344 | 0.3702 | 0.7344 | 0.8570 |
| No log | 6.0 | 378 | 0.8528 | 0.2846 | 0.8528 | 0.9234 |
| No log | 6.0317 | 380 | 1.0321 | 0.1941 | 1.0321 | 1.0159 |
| No log | 6.0635 | 382 | 1.0730 | 0.1655 | 1.0730 | 1.0359 |
| No log | 6.0952 | 384 | 0.8969 | 0.3195 | 0.8969 | 0.9470 |
| No log | 6.1270 | 386 | 0.6764 | 0.3208 | 0.6764 | 0.8224 |
| No log | 6.1587 | 388 | 0.6215 | 0.3077 | 0.6215 | 0.7883 |
| No log | 6.1905 | 390 | 0.6482 | 0.3116 | 0.6482 | 0.8051 |
| No log | 6.2222 | 392 | 0.7713 | 0.2838 | 0.7713 | 0.8782 |
| No log | 6.2540 | 394 | 0.9178 | 0.2593 | 0.9178 | 0.9580 |
| No log | 6.2857 | 396 | 0.9004 | 0.2846 | 0.9004 | 0.9489 |
| No log | 6.3175 | 398 | 0.7353 | 0.3537 | 0.7353 | 0.8575 |
| No log | 6.3492 | 400 | 0.5475 | 0.3725 | 0.5475 | 0.7400 |
| No log | 6.3810 | 402 | 0.5229 | 0.3778 | 0.5229 | 0.7231 |
| No log | 6.4127 | 404 | 0.5204 | 0.3439 | 0.5204 | 0.7214 |
| No log | 6.4444 | 406 | 0.5636 | 0.3498 | 0.5636 | 0.7507 |
| No log | 6.4762 | 408 | 0.5535 | 0.3684 | 0.5535 | 0.7440 |
| No log | 6.5079 | 410 | 0.5250 | 0.3725 | 0.5250 | 0.7246 |
| No log | 6.5397 | 412 | 0.5444 | 0.3725 | 0.5444 | 0.7379 |
| No log | 6.5714 | 414 | 0.6596 | 0.3778 | 0.6596 | 0.8122 |
| No log | 6.6032 | 416 | 0.7344 | 0.3846 | 0.7344 | 0.8570 |
| No log | 6.6349 | 418 | 0.6559 | 0.3778 | 0.6559 | 0.8099 |
| No log | 6.6667 | 420 | 0.5819 | 0.3892 | 0.5819 | 0.7629 |
| No log | 6.6984 | 422 | 0.5633 | 0.3623 | 0.5633 | 0.7505 |
| No log | 6.7302 | 424 | 0.6059 | 0.3744 | 0.6059 | 0.7784 |
| No log | 6.7619 | 426 | 0.7443 | 0.3571 | 0.7443 | 0.8627 |
| No log | 6.7937 | 428 | 0.8495 | 0.3473 | 0.8495 | 0.9217 |
| No log | 6.8254 | 430 | 0.8523 | 0.3537 | 0.8523 | 0.9232 |
| No log | 6.8571 | 432 | 0.7363 | 0.3153 | 0.7363 | 0.8581 |
| No log | 6.8889 | 434 | 0.6625 | 0.3091 | 0.6625 | 0.8139 |
| No log | 6.9206 | 436 | 0.6571 | 0.3116 | 0.6571 | 0.8106 |
| No log | 6.9524 | 438 | 0.7618 | 0.3214 | 0.7618 | 0.8728 |
| No log | 6.9841 | 440 | 0.8596 | 0.3473 | 0.8596 | 0.9271 |
| No log | 7.0159 | 442 | 0.8673 | 0.3473 | 0.8673 | 0.9313 |
| No log | 7.0476 | 444 | 0.8070 | 0.3473 | 0.8070 | 0.8983 |
| No log | 7.0794 | 446 | 0.7210 | 0.3242 | 0.7210 | 0.8491 |
| No log | 7.1111 | 448 | 0.6331 | 0.3455 | 0.6331 | 0.7957 |
| No log | 7.1429 | 450 | 0.6159 | 0.3394 | 0.6159 | 0.7848 |
| No log | 7.1746 | 452 | 0.6376 | 0.3422 | 0.6376 | 0.7985 |
| No log | 7.2063 | 454 | 0.6628 | 0.3739 | 0.6628 | 0.8142 |
| No log | 7.2381 | 456 | 0.6573 | 0.4035 | 0.6573 | 0.8107 |
| No log | 7.2698 | 458 | 0.6236 | 0.3665 | 0.6236 | 0.7897 |
| No log | 7.3016 | 460 | 0.6063 | 0.3704 | 0.6063 | 0.7787 |
| No log | 7.3333 | 462 | 0.5993 | 0.3704 | 0.5993 | 0.7741 |
| No log | 7.3651 | 464 | 0.6346 | 0.3665 | 0.6346 | 0.7966 |
| No log | 7.3968 | 466 | 0.6703 | 0.3950 | 0.6703 | 0.8187 |
| No log | 7.4286 | 468 | 0.6392 | 0.3593 | 0.6392 | 0.7995 |
| No log | 7.4603 | 470 | 0.6041 | 0.3704 | 0.6041 | 0.7772 |
| No log | 7.4921 | 472 | 0.6137 | 0.3704 | 0.6137 | 0.7834 |
| No log | 7.5238 | 474 | 0.6830 | 0.3391 | 0.6830 | 0.8264 |
| No log | 7.5556 | 476 | 0.8450 | 0.3473 | 0.8450 | 0.9193 |
| No log | 7.5873 | 478 | 0.9636 | 0.2714 | 0.9636 | 0.9817 |
| No log | 7.6190 | 480 | 0.9330 | 0.2714 | 0.9330 | 0.9659 |
| No log | 7.6508 | 482 | 0.7956 | 0.3473 | 0.7956 | 0.8920 |
| No log | 7.6825 | 484 | 0.7211 | 0.3571 | 0.7211 | 0.8492 |
| No log | 7.7143 | 486 | 0.7028 | 0.3607 | 0.7028 | 0.8383 |
| No log | 7.7460 | 488 | 0.6723 | 0.3422 | 0.6723 | 0.8199 |
| No log | 7.7778 | 490 | 0.6756 | 0.3514 | 0.6756 | 0.8219 |
| No log | 7.8095 | 492 | 0.7223 | 0.3886 | 0.7223 | 0.8499 |
| No log | 7.8413 | 494 | 0.8173 | 0.3473 | 0.8173 | 0.9041 |
| No log | 7.8730 | 496 | 0.8424 | 0.3473 | 0.8424 | 0.9178 |
| No log | 7.9048 | 498 | 0.7718 | 0.3473 | 0.7718 | 0.8785 |
| 0.5524 | 7.9365 | 500 | 0.6712 | 0.3607 | 0.6712 | 0.8193 |
| 0.5524 | 7.9683 | 502 | 0.5870 | 0.3427 | 0.5870 | 0.7662 |
| 0.5524 | 8.0 | 504 | 0.5709 | 0.3398 | 0.5709 | 0.7556 |
| 0.5524 | 8.0317 | 506 | 0.6029 | 0.3623 | 0.6029 | 0.7765 |
| 0.5524 | 8.0635 | 508 | 0.6791 | 0.3846 | 0.6791 | 0.8241 |
| 0.5524 | 8.0952 | 510 | 0.7569 | 0.3846 | 0.7569 | 0.8700 |
| 0.5524 | 8.1270 | 512 | 0.7367 | 0.3473 | 0.7367 | 0.8583 |
| 0.5524 | 8.1587 | 514 | 0.6535 | 0.3537 | 0.6535 | 0.8084 |
| 0.5524 | 8.1905 | 516 | 0.5952 | 0.3623 | 0.5952 | 0.7715 |
| 0.5524 | 8.2222 | 518 | 0.6034 | 0.3623 | 0.6034 | 0.7768 |
| 0.5524 | 8.2540 | 520 | 0.6380 | 0.3571 | 0.6380 | 0.7987 |
| 0.5524 | 8.2857 | 522 | 0.6234 | 0.3917 | 0.6234 | 0.7895 |
| 0.5524 | 8.3175 | 524 | 0.6210 | 0.3585 | 0.6210 | 0.7880 |
| 0.5524 | 8.3492 | 526 | 0.6516 | 0.3214 | 0.6516 | 0.8072 |
| 0.5524 | 8.3810 | 528 | 0.6972 | 0.3846 | 0.6972 | 0.8350 |
| 0.5524 | 8.4127 | 530 | 0.7579 | 0.3846 | 0.7579 | 0.8706 |
| 0.5524 | 8.4444 | 532 | 0.8311 | 0.3443 | 0.8311 | 0.9116 |
| 0.5524 | 8.4762 | 534 | 0.8192 | 0.3473 | 0.8192 | 0.9051 |
| 0.5524 | 8.5079 | 536 | 0.7572 | 0.3846 | 0.7572 | 0.8702 |
| 0.5524 | 8.5397 | 538 | 0.6685 | 0.3271 | 0.6685 | 0.8176 |
| 0.5524 | 8.5714 | 540 | 0.6308 | 0.3208 | 0.6308 | 0.7942 |
| 0.5524 | 8.6032 | 542 | 0.6034 | 0.3171 | 0.6034 | 0.7768 |
| 0.5524 | 8.6349 | 544 | 0.5865 | 0.3498 | 0.5865 | 0.7658 |
| 0.5524 | 8.6667 | 546 | 0.6048 | 0.3427 | 0.6048 | 0.7777 |
| 0.5524 | 8.6984 | 548 | 0.6529 | 0.3180 | 0.6529 | 0.8080 |
| 0.5524 | 8.7302 | 550 | 0.7158 | 0.3571 | 0.7158 | 0.8461 |
| 0.5524 | 8.7619 | 552 | 0.7637 | 0.3846 | 0.7637 | 0.8739 |
| 0.5524 | 8.7937 | 554 | 0.8069 | 0.3846 | 0.8069 | 0.8982 |
| 0.5524 | 8.8254 | 556 | 0.8172 | 0.3846 | 0.8172 | 0.9040 |
| 0.5524 | 8.8571 | 558 | 0.8078 | 0.3846 | 0.8078 | 0.8988 |
| 0.5524 | 8.8889 | 560 | 0.8146 | 0.3846 | 0.8146 | 0.9025 |
| 0.5524 | 8.9206 | 562 | 0.7790 | 0.3846 | 0.7790 | 0.8826 |
| 0.5524 | 8.9524 | 564 | 0.7660 | 0.3537 | 0.7660 | 0.8752 |
| 0.5524 | 8.9841 | 566 | 0.7760 | 0.3537 | 0.7760 | 0.8809 |
| 0.5524 | 9.0159 | 568 | 0.7772 | 0.3504 | 0.7772 | 0.8816 |
| 0.5524 | 9.0476 | 570 | 0.7857 | 0.3504 | 0.7857 | 0.8864 |
| 0.5524 | 9.0794 | 572 | 0.7812 | 0.3504 | 0.7812 | 0.8839 |
| 0.5524 | 9.1111 | 574 | 0.7785 | 0.3504 | 0.7785 | 0.8823 |
| 0.5524 | 9.1429 | 576 | 0.7999 | 0.3504 | 0.7999 | 0.8944 |
| 0.5524 | 9.1746 | 578 | 0.8446 | 0.3443 | 0.8446 | 0.9190 |
| 0.5524 | 9.2063 | 580 | 0.8929 | 0.2756 | 0.8929 | 0.9449 |
| 0.5524 | 9.2381 | 582 | 0.8923 | 0.2756 | 0.8923 | 0.9446 |
| 0.5524 | 9.2698 | 584 | 0.8642 | 0.3443 | 0.8642 | 0.9296 |
| 0.5524 | 9.3016 | 586 | 0.8189 | 0.3808 | 0.8189 | 0.9049 |
| 0.5524 | 9.3333 | 588 | 0.7751 | 0.3537 | 0.7751 | 0.8804 |
| 0.5524 | 9.3651 | 590 | 0.7537 | 0.3537 | 0.7537 | 0.8682 |
| 0.5524 | 9.3968 | 592 | 0.7441 | 0.3537 | 0.7441 | 0.8626 |
| 0.5524 | 9.4286 | 594 | 0.7471 | 0.3537 | 0.7471 | 0.8643 |
| 0.5524 | 9.4603 | 596 | 0.7586 | 0.3537 | 0.7586 | 0.8710 |
| 0.5524 | 9.4921 | 598 | 0.7625 | 0.3537 | 0.7625 | 0.8732 |
| 0.5524 | 9.5238 | 600 | 0.7524 | 0.3537 | 0.7524 | 0.8674 |
| 0.5524 | 9.5556 | 602 | 0.7530 | 0.3537 | 0.7530 | 0.8678 |
| 0.5524 | 9.5873 | 604 | 0.7495 | 0.3537 | 0.7495 | 0.8658 |
| 0.5524 | 9.6190 | 606 | 0.7449 | 0.3537 | 0.7449 | 0.8631 |
| 0.5524 | 9.6508 | 608 | 0.7427 | 0.3537 | 0.7427 | 0.8618 |
| 0.5524 | 9.6825 | 610 | 0.7484 | 0.3537 | 0.7484 | 0.8651 |
| 0.5524 | 9.7143 | 612 | 0.7424 | 0.3537 | 0.7424 | 0.8616 |
| 0.5524 | 9.7460 | 614 | 0.7344 | 0.3537 | 0.7344 | 0.8569 |
| 0.5524 | 9.7778 | 616 | 0.7355 | 0.3537 | 0.7355 | 0.8576 |
| 0.5524 | 9.8095 | 618 | 0.7355 | 0.3537 | 0.7355 | 0.8576 |
| 0.5524 | 9.8413 | 620 | 0.7331 | 0.3537 | 0.7331 | 0.8562 |
| 0.5524 | 9.8730 | 622 | 0.7370 | 0.3537 | 0.7370 | 0.8585 |
| 0.5524 | 9.9048 | 624 | 0.7435 | 0.3537 | 0.7435 | 0.8623 |
| 0.5524 | 9.9365 | 626 | 0.7470 | 0.3537 | 0.7470 | 0.8643 |
| 0.5524 | 9.9683 | 628 | 0.7474 | 0.3537 | 0.7474 | 0.8645 |
| 0.5524 | 10.0 | 630 | 0.7479 | 0.3537 | 0.7479 | 0.8648 |