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MayBashendy/Arabic_FineTuningAraBERT_AugV0_k15_task2_organization_fold0
Arabic_FineTuningAraBERT_AugV0_k15_task2_organization_fold0 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 | 0.0308 | 2 | 3.3718 | 0.0 | 3.3718 | 1.8362 |
| No log | 0.0615 | 4 | 2.2172 | 0.0172 | 2.2172 | 1.4890 |
| No log | 0.0923 | 6 | 0.9753 | 0.0 | 0.9753 | 0.9875 |
| No log | 0.1231 | 8 | 0.7129 | -0.0294 | 0.7129 | 0.8443 |
| No log | 0.1538 | 10 | 0.7478 | 0.0679 | 0.7478 | 0.8647 |
| No log | 0.1846 | 12 | 0.7936 | 0.0679 | 0.7936 | 0.8908 |
| No log | 0.2154 | 14 | 0.7493 | 0.0679 | 0.7493 | 0.8656 |
| No log | 0.2462 | 16 | 0.7683 | 0.0503 | 0.7683 | 0.8765 |
| No log | 0.2769 | 18 | 0.8446 | -0.0185 | 0.8446 | 0.9190 |
| No log | 0.3077 | 20 | 0.7762 | -0.1695 | 0.7762 | 0.8810 |
| No log | 0.3385 | 22 | 0.7444 | -0.1608 | 0.7444 | 0.8628 |
| No log | 0.3692 | 24 | 0.7584 | -0.1221 | 0.7584 | 0.8709 |
| No log | 0.4 | 26 | 0.9661 | 0.0679 | 0.9661 | 0.9829 |
| No log | 0.4308 | 28 | 1.0746 | 0.1840 | 1.0746 | 1.0366 |
| No log | 0.4615 | 30 | 0.9930 | 0.0 | 0.9930 | 0.9965 |
| No log | 0.4923 | 32 | 0.9349 | 0.0 | 0.9349 | 0.9669 |
| No log | 0.5231 | 34 | 0.8232 | 0.0 | 0.8232 | 0.9073 |
| No log | 0.5538 | 36 | 0.7432 | 0.1340 | 0.7432 | 0.8621 |
| No log | 0.5846 | 38 | 0.7305 | 0.1340 | 0.7305 | 0.8547 |
| No log | 0.6154 | 40 | 0.7374 | 0.0679 | 0.7374 | 0.8587 |
| No log | 0.6462 | 42 | 0.7241 | 0.0 | 0.7241 | 0.8509 |
| No log | 0.6769 | 44 | 0.7026 | 0.1340 | 0.7026 | 0.8382 |
| No log | 0.7077 | 46 | 0.6616 | 0.0679 | 0.6616 | 0.8134 |
| No log | 0.7385 | 48 | 0.6219 | 0.2184 | 0.6219 | 0.7886 |
| No log | 0.7692 | 50 | 0.6326 | 0.0993 | 0.6326 | 0.7953 |
| No log | 0.8 | 52 | 0.6841 | 0.2500 | 0.6841 | 0.8271 |
| No log | 0.8308 | 54 | 0.6783 | 0.2500 | 0.6783 | 0.8236 |
| No log | 0.8615 | 56 | 0.6312 | 0.2150 | 0.6312 | 0.7945 |
| No log | 0.8923 | 58 | 0.6284 | 0.1340 | 0.6284 | 0.7927 |
| No log | 0.9231 | 60 | 0.6883 | 0.0679 | 0.6883 | 0.8296 |
| No log | 0.9538 | 62 | 0.7467 | 0.0 | 0.7467 | 0.8641 |
| No log | 0.9846 | 64 | 0.7409 | 0.0 | 0.7409 | 0.8607 |
| No log | 1.0154 | 66 | 0.6974 | 0.0679 | 0.6974 | 0.8351 |
| No log | 1.0462 | 68 | 0.6960 | 0.0916 | 0.6960 | 0.8343 |
| No log | 1.0769 | 70 | 0.6885 | -0.0553 | 0.6885 | 0.8298 |
| No log | 1.1077 | 72 | 0.6961 | 0.1141 | 0.6961 | 0.8343 |
| No log | 1.1385 | 74 | 0.7077 | 0.0258 | 0.7077 | 0.8413 |
| No log | 1.1692 | 76 | 0.7331 | 0.0679 | 0.7331 | 0.8562 |
| No log | 1.2 | 78 | 0.6877 | 0.0258 | 0.6877 | 0.8293 |
| No log | 1.2308 | 80 | 0.6281 | 0.1765 | 0.6281 | 0.7925 |
| No log | 1.2615 | 82 | 0.6551 | 0.2125 | 0.6551 | 0.8094 |
| No log | 1.2923 | 84 | 0.6379 | 0.3745 | 0.6379 | 0.7987 |
| No log | 1.3231 | 86 | 0.6174 | 0.1985 | 0.6174 | 0.7858 |
| No log | 1.3538 | 88 | 0.6372 | 0.1340 | 0.6372 | 0.7983 |
| No log | 1.3846 | 90 | 0.6943 | 0.0679 | 0.6943 | 0.8333 |
| No log | 1.4154 | 92 | 0.6982 | 0.0679 | 0.6982 | 0.8356 |
| No log | 1.4462 | 94 | 0.6781 | 0.1340 | 0.6781 | 0.8234 |
| No log | 1.4769 | 96 | 0.6795 | -0.0294 | 0.6795 | 0.8243 |
| No log | 1.5077 | 98 | 0.6805 | -0.0294 | 0.6805 | 0.8249 |
| No log | 1.5385 | 100 | 0.6794 | 0.1985 | 0.6794 | 0.8243 |
| No log | 1.5692 | 102 | 0.6286 | 0.1985 | 0.6286 | 0.7929 |
| No log | 1.6 | 104 | 0.5767 | 0.1985 | 0.5767 | 0.7594 |
| No log | 1.6308 | 106 | 0.5288 | 0.2373 | 0.5288 | 0.7272 |
| No log | 1.6615 | 108 | 0.5273 | 0.2373 | 0.5273 | 0.7261 |
| No log | 1.6923 | 110 | 0.5406 | 0.1962 | 0.5406 | 0.7353 |
| No log | 1.7231 | 112 | 0.5439 | 0.1962 | 0.5439 | 0.7375 |
| No log | 1.7538 | 114 | 0.5592 | 0.2794 | 0.5592 | 0.7478 |
| No log | 1.7846 | 116 | 0.5419 | 0.2184 | 0.5419 | 0.7361 |
| No log | 1.8154 | 118 | 0.5433 | 0.2184 | 0.5433 | 0.7371 |
| No log | 1.8462 | 120 | 0.5842 | 0.1985 | 0.5842 | 0.7644 |
| No log | 1.8769 | 122 | 0.5939 | 0.1985 | 0.5939 | 0.7707 |
| No log | 1.9077 | 124 | 0.6224 | 0.1985 | 0.6224 | 0.7889 |
| No log | 1.9385 | 126 | 0.6310 | 0.1558 | 0.6310 | 0.7944 |
| No log | 1.9692 | 128 | 0.6346 | 0.1141 | 0.6346 | 0.7966 |
| No log | 2.0 | 130 | 0.6331 | 0.1558 | 0.6331 | 0.7957 |
| No log | 2.0308 | 132 | 0.6545 | 0.1985 | 0.6545 | 0.8090 |
| No log | 2.0615 | 134 | 0.6558 | 0.3163 | 0.6558 | 0.8098 |
| No log | 2.0923 | 136 | 0.6309 | 0.3163 | 0.6309 | 0.7943 |
| No log | 2.1231 | 138 | 0.5753 | 0.1558 | 0.5753 | 0.7585 |
| No log | 2.1538 | 140 | 0.5418 | 0.1558 | 0.5418 | 0.7361 |
| No log | 2.1846 | 142 | 0.5392 | 0.1558 | 0.5392 | 0.7343 |
| No log | 2.2154 | 144 | 0.5438 | 0.1558 | 0.5438 | 0.7374 |
| No log | 2.2462 | 146 | 0.5340 | 0.1558 | 0.5340 | 0.7308 |
| No log | 2.2769 | 148 | 0.5592 | 0.2881 | 0.5592 | 0.7478 |
| No log | 2.3077 | 150 | 0.5986 | 0.2881 | 0.5986 | 0.7737 |
| No log | 2.3385 | 152 | 0.6603 | 0.2881 | 0.6603 | 0.8126 |
| No log | 2.3692 | 154 | 0.6776 | 0.2881 | 0.6776 | 0.8231 |
| No log | 2.4 | 156 | 0.6252 | 0.3846 | 0.6252 | 0.7907 |
| No log | 2.4308 | 158 | 0.6092 | 0.2364 | 0.6092 | 0.7805 |
| No log | 2.4615 | 160 | 0.6402 | 0.2364 | 0.6402 | 0.8001 |
| No log | 2.4923 | 162 | 0.6427 | 0.1141 | 0.6427 | 0.8017 |
| No log | 2.5231 | 164 | 0.6404 | 0.1141 | 0.6404 | 0.8003 |
| No log | 2.5538 | 166 | 0.6227 | 0.1985 | 0.6227 | 0.7891 |
| No log | 2.5846 | 168 | 0.6012 | 0.1141 | 0.6012 | 0.7754 |
| No log | 2.6154 | 170 | 0.5681 | 0.1141 | 0.5681 | 0.7537 |
| No log | 2.6462 | 172 | 0.5481 | 0.1141 | 0.5481 | 0.7403 |
| No log | 2.6769 | 174 | 0.5116 | 0.1765 | 0.5116 | 0.7153 |
| No log | 2.7077 | 176 | 0.4981 | 0.3131 | 0.4981 | 0.7058 |
| No log | 2.7385 | 178 | 0.5315 | 0.4786 | 0.5315 | 0.7291 |
| No log | 2.7692 | 180 | 0.5227 | 0.2725 | 0.5227 | 0.7230 |
| No log | 2.8 | 182 | 0.5125 | 0.2696 | 0.5125 | 0.7159 |
| No log | 2.8308 | 184 | 0.5720 | 0.2881 | 0.5720 | 0.7563 |
| No log | 2.8615 | 186 | 0.6867 | 0.4167 | 0.6867 | 0.8287 |
| No log | 2.8923 | 188 | 0.7005 | 0.4167 | 0.7005 | 0.8370 |
| No log | 2.9231 | 190 | 0.6590 | 0.4177 | 0.6590 | 0.8118 |
| No log | 2.9538 | 192 | 0.5455 | 0.4167 | 0.5455 | 0.7386 |
| No log | 2.9846 | 194 | 0.4487 | 0.3467 | 0.4487 | 0.6699 |
| No log | 3.0154 | 196 | 0.4560 | 0.4786 | 0.4560 | 0.6753 |
| No log | 3.0462 | 198 | 0.4499 | 0.4786 | 0.4499 | 0.6708 |
| No log | 3.0769 | 200 | 0.4359 | 0.4522 | 0.4359 | 0.6602 |
| No log | 3.1077 | 202 | 0.4546 | 0.3396 | 0.4546 | 0.6742 |
| No log | 3.1385 | 204 | 0.4873 | 0.4177 | 0.4873 | 0.6981 |
| No log | 3.1692 | 206 | 0.4651 | 0.4280 | 0.4651 | 0.6819 |
| No log | 3.2 | 208 | 0.4414 | 0.3077 | 0.4414 | 0.6644 |
| No log | 3.2308 | 210 | 0.4445 | 0.3077 | 0.4445 | 0.6667 |
| No log | 3.2615 | 212 | 0.4567 | 0.2533 | 0.4567 | 0.6758 |
| No log | 3.2923 | 214 | 0.4678 | 0.2184 | 0.4678 | 0.6840 |
| No log | 3.3231 | 216 | 0.4652 | 0.1765 | 0.4652 | 0.6820 |
| No log | 3.3538 | 218 | 0.4834 | 0.2184 | 0.4834 | 0.6953 |
| No log | 3.3846 | 220 | 0.4983 | 0.2184 | 0.4983 | 0.7059 |
| No log | 3.4154 | 222 | 0.4989 | 0.3318 | 0.4989 | 0.7064 |
| No log | 3.4462 | 224 | 0.4744 | 0.3029 | 0.4744 | 0.6887 |
| No log | 3.4769 | 226 | 0.4499 | 0.4045 | 0.4499 | 0.6707 |
| No log | 3.5077 | 228 | 0.4562 | 0.3708 | 0.4562 | 0.6755 |
| No log | 3.5385 | 230 | 0.4757 | 0.3855 | 0.4757 | 0.6897 |
| No log | 3.5692 | 232 | 0.4876 | 0.3855 | 0.4876 | 0.6983 |
| No log | 3.6 | 234 | 0.4844 | 0.4389 | 0.4844 | 0.6960 |
| No log | 3.6308 | 236 | 0.4944 | 0.3957 | 0.4944 | 0.7031 |
| No log | 3.6615 | 238 | 0.4955 | 0.3931 | 0.4955 | 0.7039 |
| No log | 3.6923 | 240 | 0.4883 | 0.3931 | 0.4883 | 0.6988 |
| No log | 3.7231 | 242 | 0.4741 | 0.3931 | 0.4741 | 0.6885 |
| No log | 3.7538 | 244 | 0.4561 | 0.3931 | 0.4561 | 0.6754 |
| No log | 3.7846 | 246 | 0.4461 | 0.3931 | 0.4461 | 0.6679 |
| No log | 3.8154 | 248 | 0.4481 | 0.3931 | 0.4481 | 0.6694 |
| No log | 3.8462 | 250 | 0.4805 | 0.4280 | 0.4805 | 0.6932 |
| No log | 3.8769 | 252 | 0.4982 | 0.3811 | 0.4982 | 0.7058 |
| No log | 3.9077 | 254 | 0.4769 | 0.3931 | 0.4769 | 0.6905 |
| No log | 3.9385 | 256 | 0.4469 | 0.2696 | 0.4469 | 0.6685 |
| No log | 3.9692 | 258 | 0.4422 | 0.3875 | 0.4422 | 0.6650 |
| No log | 4.0 | 260 | 0.4443 | 0.4129 | 0.4443 | 0.6666 |
| No log | 4.0308 | 262 | 0.4554 | 0.4878 | 0.4554 | 0.6749 |
| No log | 4.0615 | 264 | 0.4796 | 0.3636 | 0.4796 | 0.6925 |
| No log | 4.0923 | 266 | 0.5258 | 0.3846 | 0.5258 | 0.7251 |
| No log | 4.1231 | 268 | 0.5833 | 0.3846 | 0.5833 | 0.7638 |
| No log | 4.1538 | 270 | 0.5966 | 0.3846 | 0.5966 | 0.7724 |
| No log | 4.1846 | 272 | 0.5562 | 0.3846 | 0.5562 | 0.7458 |
| No log | 4.2154 | 274 | 0.4950 | 0.3957 | 0.4950 | 0.7036 |
| No log | 4.2462 | 276 | 0.4690 | 0.2669 | 0.4690 | 0.6848 |
| No log | 4.2769 | 278 | 0.4658 | 0.4129 | 0.4658 | 0.6825 |
| No log | 4.3077 | 280 | 0.4729 | 0.2851 | 0.4729 | 0.6877 |
| No log | 4.3385 | 282 | 0.4900 | 0.2533 | 0.4900 | 0.7000 |
| No log | 4.3692 | 284 | 0.5143 | 0.3029 | 0.5143 | 0.7171 |
| No log | 4.4 | 286 | 0.5271 | 0.3463 | 0.5271 | 0.7260 |
| No log | 4.4308 | 288 | 0.5014 | 0.3957 | 0.5014 | 0.7081 |
| No log | 4.4615 | 290 | 0.4732 | 0.3957 | 0.4732 | 0.6879 |
| No log | 4.4923 | 292 | 0.4785 | 0.3588 | 0.4785 | 0.6917 |
| No log | 4.5231 | 294 | 0.4866 | 0.3588 | 0.4866 | 0.6976 |
| No log | 4.5538 | 296 | 0.5065 | 0.3957 | 0.5065 | 0.7117 |
| No log | 4.5846 | 298 | 0.5266 | 0.3957 | 0.5266 | 0.7257 |
| No log | 4.6154 | 300 | 0.5187 | 0.3588 | 0.5187 | 0.7202 |
| No log | 4.6462 | 302 | 0.5063 | 0.2696 | 0.5063 | 0.7116 |
| No log | 4.6769 | 304 | 0.5127 | 0.2851 | 0.5127 | 0.7160 |
| No log | 4.7077 | 306 | 0.5322 | 0.4253 | 0.5322 | 0.7295 |
| No log | 4.7385 | 308 | 0.5326 | 0.2851 | 0.5326 | 0.7298 |
| No log | 4.7692 | 310 | 0.5393 | 0.2696 | 0.5393 | 0.7344 |
| No log | 4.8 | 312 | 0.5874 | 0.3463 | 0.5874 | 0.7664 |
| No log | 4.8308 | 314 | 0.6131 | 0.3846 | 0.6131 | 0.7830 |
| No log | 4.8615 | 316 | 0.5884 | 0.3846 | 0.5884 | 0.7670 |
| No log | 4.8923 | 318 | 0.5278 | 0.3463 | 0.5278 | 0.7265 |
| No log | 4.9231 | 320 | 0.4932 | 0.2323 | 0.4932 | 0.7023 |
| No log | 4.9538 | 322 | 0.5178 | 0.5625 | 0.5178 | 0.7196 |
| No log | 4.9846 | 324 | 0.5530 | 0.5312 | 0.5530 | 0.7437 |
| No log | 5.0154 | 326 | 0.5459 | 0.4786 | 0.5459 | 0.7388 |
| No log | 5.0462 | 328 | 0.5151 | 0.2696 | 0.5151 | 0.7177 |
| No log | 5.0769 | 330 | 0.5108 | 0.2364 | 0.5108 | 0.7147 |
| No log | 5.1077 | 332 | 0.5607 | 0.2881 | 0.5607 | 0.7488 |
| No log | 5.1385 | 334 | 0.6079 | 0.4167 | 0.6079 | 0.7797 |
| No log | 5.1692 | 336 | 0.6206 | 0.3846 | 0.6206 | 0.7878 |
| No log | 5.2 | 338 | 0.5798 | 0.3846 | 0.5798 | 0.7614 |
| No log | 5.2308 | 340 | 0.5384 | 0.3811 | 0.5384 | 0.7338 |
| No log | 5.2615 | 342 | 0.5208 | 0.3396 | 0.5208 | 0.7217 |
| No log | 5.2923 | 344 | 0.5201 | 0.3532 | 0.5201 | 0.7212 |
| No log | 5.3231 | 346 | 0.5303 | 0.3521 | 0.5303 | 0.7282 |
| No log | 5.3538 | 348 | 0.5313 | 0.3846 | 0.5313 | 0.7289 |
| No log | 5.3846 | 350 | 0.5309 | 0.3846 | 0.5309 | 0.7286 |
| No log | 5.4154 | 352 | 0.5142 | 0.3846 | 0.5142 | 0.7171 |
| No log | 5.4462 | 354 | 0.4890 | 0.3900 | 0.4890 | 0.6993 |
| No log | 5.4769 | 356 | 0.4852 | 0.3662 | 0.4852 | 0.6965 |
| No log | 5.5077 | 358 | 0.4941 | 0.3307 | 0.4941 | 0.7029 |
| No log | 5.5385 | 360 | 0.5168 | 0.3368 | 0.5168 | 0.7189 |
| No log | 5.5692 | 362 | 0.5363 | 0.3368 | 0.5363 | 0.7323 |
| No log | 5.6 | 364 | 0.5444 | 0.1957 | 0.5444 | 0.7378 |
| No log | 5.6308 | 366 | 0.5478 | 0.1957 | 0.5478 | 0.7401 |
| No log | 5.6615 | 368 | 0.5561 | 0.2921 | 0.5561 | 0.7457 |
| No log | 5.6923 | 370 | 0.5870 | 0.3521 | 0.5870 | 0.7661 |
| No log | 5.7231 | 372 | 0.6285 | 0.3521 | 0.6285 | 0.7928 |
| No log | 5.7538 | 374 | 0.6373 | 0.3846 | 0.6373 | 0.7983 |
| No log | 5.7846 | 376 | 0.6146 | 0.3521 | 0.6146 | 0.7840 |
| No log | 5.8154 | 378 | 0.6005 | 0.3521 | 0.6005 | 0.7749 |
| No log | 5.8462 | 380 | 0.5853 | 0.3201 | 0.5853 | 0.7651 |
| No log | 5.8769 | 382 | 0.5690 | 0.1807 | 0.5690 | 0.7543 |
| No log | 5.9077 | 384 | 0.5639 | 0.1600 | 0.5639 | 0.7510 |
| No log | 5.9385 | 386 | 0.5536 | 0.2154 | 0.5536 | 0.7441 |
| No log | 5.9692 | 388 | 0.5445 | 0.2154 | 0.5445 | 0.7379 |
| No log | 6.0 | 390 | 0.5375 | 0.2154 | 0.5375 | 0.7331 |
| No log | 6.0308 | 392 | 0.5371 | 0.1600 | 0.5371 | 0.7329 |
| No log | 6.0615 | 394 | 0.5426 | 0.2364 | 0.5426 | 0.7366 |
| No log | 6.0923 | 396 | 0.5337 | 0.2364 | 0.5337 | 0.7306 |
| No log | 6.1231 | 398 | 0.5273 | 0.2533 | 0.5273 | 0.7262 |
| No log | 6.1538 | 400 | 0.5230 | 0.1783 | 0.5230 | 0.7232 |
| No log | 6.1846 | 402 | 0.5276 | 0.2323 | 0.5276 | 0.7264 |
| No log | 6.2154 | 404 | 0.5347 | 0.2323 | 0.5347 | 0.7312 |
| No log | 6.2462 | 406 | 0.5403 | 0.1783 | 0.5403 | 0.7351 |
| No log | 6.2769 | 408 | 0.5434 | 0.2154 | 0.5434 | 0.7371 |
| No log | 6.3077 | 410 | 0.5536 | 0.1978 | 0.5536 | 0.7441 |
| No log | 6.3385 | 412 | 0.5776 | 0.2516 | 0.5776 | 0.7600 |
| No log | 6.3692 | 414 | 0.5957 | 0.3521 | 0.5957 | 0.7718 |
| No log | 6.4 | 416 | 0.5897 | 0.3521 | 0.5897 | 0.7679 |
| No log | 6.4308 | 418 | 0.5676 | 0.2516 | 0.5676 | 0.7534 |
| No log | 6.4615 | 420 | 0.5552 | 0.1978 | 0.5552 | 0.7451 |
| No log | 6.4923 | 422 | 0.5445 | 0.1231 | 0.5445 | 0.7379 |
| No log | 6.5231 | 424 | 0.5414 | 0.1231 | 0.5414 | 0.7358 |
| No log | 6.5538 | 426 | 0.5391 | 0.2323 | 0.5391 | 0.7343 |
| No log | 6.5846 | 428 | 0.5382 | 0.1231 | 0.5382 | 0.7336 |
| No log | 6.6154 | 430 | 0.5463 | 0.1231 | 0.5463 | 0.7391 |
| No log | 6.6462 | 432 | 0.5531 | 0.1600 | 0.5531 | 0.7437 |
| No log | 6.6769 | 434 | 0.5658 | 0.2646 | 0.5658 | 0.7522 |
| No log | 6.7077 | 436 | 0.5770 | 0.3521 | 0.5770 | 0.7596 |
| No log | 6.7385 | 438 | 0.5789 | 0.3521 | 0.5789 | 0.7609 |
| No log | 6.7692 | 440 | 0.5702 | 0.3521 | 0.5702 | 0.7551 |
| No log | 6.8 | 442 | 0.5535 | 0.2158 | 0.5535 | 0.7440 |
| No log | 6.8308 | 444 | 0.5412 | 0.1231 | 0.5412 | 0.7356 |
| No log | 6.8615 | 446 | 0.5378 | 0.0870 | 0.5378 | 0.7334 |
| No log | 6.8923 | 448 | 0.5375 | 0.1783 | 0.5375 | 0.7331 |
| No log | 6.9231 | 450 | 0.5400 | 0.1231 | 0.5400 | 0.7348 |
| No log | 6.9538 | 452 | 0.5481 | 0.2364 | 0.5481 | 0.7403 |
| No log | 6.9846 | 454 | 0.5600 | 0.2516 | 0.5600 | 0.7483 |
| No log | 7.0154 | 456 | 0.5699 | 0.3521 | 0.5699 | 0.7549 |
| No log | 7.0462 | 458 | 0.5734 | 0.3521 | 0.5734 | 0.7573 |
| No log | 7.0769 | 460 | 0.5710 | 0.2158 | 0.5710 | 0.7557 |
| No log | 7.1077 | 462 | 0.5694 | 0.1600 | 0.5694 | 0.7546 |
| No log | 7.1385 | 464 | 0.5686 | 0.1783 | 0.5686 | 0.7541 |
| No log | 7.1692 | 466 | 0.5733 | 0.1783 | 0.5733 | 0.7572 |
| No log | 7.2 | 468 | 0.5767 | 0.1783 | 0.5767 | 0.7594 |
| No log | 7.2308 | 470 | 0.5827 | 0.1783 | 0.5827 | 0.7634 |
| No log | 7.2615 | 472 | 0.5903 | 0.1783 | 0.5903 | 0.7683 |
| No log | 7.2923 | 474 | 0.5897 | 0.1783 | 0.5897 | 0.7679 |
| No log | 7.3231 | 476 | 0.5917 | 0.1231 | 0.5917 | 0.7692 |
| No log | 7.3538 | 478 | 0.6037 | 0.3201 | 0.6037 | 0.7770 |
| No log | 7.3846 | 480 | 0.6104 | 0.3201 | 0.6104 | 0.7813 |
| No log | 7.4154 | 482 | 0.6139 | 0.3201 | 0.6139 | 0.7835 |
| No log | 7.4462 | 484 | 0.6106 | 0.2457 | 0.6106 | 0.7814 |
| No log | 7.4769 | 486 | 0.6059 | 0.1972 | 0.6059 | 0.7784 |
| No log | 7.5077 | 488 | 0.5972 | 0.2323 | 0.5972 | 0.7728 |
| No log | 7.5385 | 490 | 0.5912 | 0.2323 | 0.5912 | 0.7689 |
| No log | 7.5692 | 492 | 0.5915 | 0.1231 | 0.5915 | 0.7691 |
| No log | 7.6 | 494 | 0.5964 | 0.1463 | 0.5964 | 0.7723 |
| No log | 7.6308 | 496 | 0.5976 | 0.1463 | 0.5976 | 0.7730 |
| No log | 7.6615 | 498 | 0.5962 | 0.1231 | 0.5962 | 0.7722 |
| 0.2491 | 7.6923 | 500 | 0.5957 | 0.2323 | 0.5957 | 0.7718 |
| 0.2491 | 7.7231 | 502 | 0.5919 | 0.2323 | 0.5919 | 0.7694 |
| 0.2491 | 7.7538 | 504 | 0.5870 | 0.2323 | 0.5870 | 0.7661 |
| 0.2491 | 7.7846 | 506 | 0.5862 | 0.1972 | 0.5862 | 0.7656 |
| 0.2491 | 7.8154 | 508 | 0.5855 | 0.2457 | 0.5855 | 0.7652 |
| 0.2491 | 7.8462 | 510 | 0.5802 | 0.2457 | 0.5802 | 0.7617 |
| 0.2491 | 7.8769 | 512 | 0.5723 | 0.3307 | 0.5723 | 0.7565 |
| 0.2491 | 7.9077 | 514 | 0.5637 | 0.2323 | 0.5637 | 0.7508 |
| 0.2491 | 7.9385 | 516 | 0.5570 | 0.2323 | 0.5570 | 0.7463 |
| 0.2491 | 7.9692 | 518 | 0.5542 | 0.2323 | 0.5542 | 0.7444 |
| 0.2491 | 8.0 | 520 | 0.5541 | 0.2323 | 0.5541 | 0.7444 |
| 0.2491 | 8.0308 | 522 | 0.5547 | 0.1783 | 0.5547 | 0.7448 |
| 0.2491 | 8.0615 | 524 | 0.5565 | 0.2817 | 0.5565 | 0.7460 |
| 0.2491 | 8.0923 | 526 | 0.5622 | 0.2786 | 0.5622 | 0.7498 |
| 0.2491 | 8.1231 | 528 | 0.5740 | 0.3201 | 0.5740 | 0.7576 |
| 0.2491 | 8.1538 | 530 | 0.5891 | 0.3521 | 0.5891 | 0.7675 |
| 0.2491 | 8.1846 | 532 | 0.5960 | 0.3521 | 0.5960 | 0.7720 |
| 0.2491 | 8.2154 | 534 | 0.5928 | 0.3521 | 0.5928 | 0.7699 |
| 0.2491 | 8.2462 | 536 | 0.5854 | 0.3521 | 0.5854 | 0.7651 |
| 0.2491 | 8.2769 | 538 | 0.5732 | 0.2888 | 0.5732 | 0.7571 |
| 0.2491 | 8.3077 | 540 | 0.5597 | 0.3171 | 0.5597 | 0.7482 |
| 0.2491 | 8.3385 | 542 | 0.5491 | 0.2817 | 0.5491 | 0.7410 |
| 0.2491 | 8.3692 | 544 | 0.5443 | 0.2817 | 0.5443 | 0.7378 |
| 0.2491 | 8.4 | 546 | 0.5402 | 0.2323 | 0.5402 | 0.7350 |
| 0.2491 | 8.4308 | 548 | 0.5386 | 0.3307 | 0.5386 | 0.7339 |
| 0.2491 | 8.4615 | 550 | 0.5402 | 0.2817 | 0.5402 | 0.7350 |
| 0.2491 | 8.4923 | 552 | 0.5462 | 0.3171 | 0.5462 | 0.7391 |
| 0.2491 | 8.5231 | 554 | 0.5588 | 0.2888 | 0.5588 | 0.7475 |
| 0.2491 | 8.5538 | 556 | 0.5726 | 0.2888 | 0.5726 | 0.7567 |
| 0.2491 | 8.5846 | 558 | 0.5829 | 0.3201 | 0.5829 | 0.7635 |
| 0.2491 | 8.6154 | 560 | 0.5931 | 0.3521 | 0.5931 | 0.7701 |
| 0.2491 | 8.6462 | 562 | 0.5961 | 0.3521 | 0.5961 | 0.7720 |
| 0.2491 | 8.6769 | 564 | 0.5926 | 0.3521 | 0.5926 | 0.7698 |
| 0.2491 | 8.7077 | 566 | 0.5862 | 0.2888 | 0.5862 | 0.7656 |
| 0.2491 | 8.7385 | 568 | 0.5781 | 0.2888 | 0.5781 | 0.7603 |
| 0.2491 | 8.7692 | 570 | 0.5714 | 0.2786 | 0.5714 | 0.7559 |
| 0.2491 | 8.8 | 572 | 0.5694 | 0.2786 | 0.5694 | 0.7546 |
| 0.2491 | 8.8308 | 574 | 0.5709 | 0.2786 | 0.5709 | 0.7556 |
| 0.2491 | 8.8615 | 576 | 0.5734 | 0.2786 | 0.5734 | 0.7573 |
| 0.2491 | 8.8923 | 578 | 0.5729 | 0.2786 | 0.5729 | 0.7569 |
| 0.2491 | 8.9231 | 580 | 0.5708 | 0.2669 | 0.5708 | 0.7555 |
| 0.2491 | 8.9538 | 582 | 0.5664 | 0.1231 | 0.5664 | 0.7526 |
| 0.2491 | 8.9846 | 584 | 0.5637 | 0.1231 | 0.5637 | 0.7508 |
| 0.2491 | 9.0154 | 586 | 0.5619 | 0.1783 | 0.5619 | 0.7496 |
| 0.2491 | 9.0462 | 588 | 0.5602 | 0.1783 | 0.5602 | 0.7485 |
| 0.2491 | 9.0769 | 590 | 0.5626 | 0.2817 | 0.5626 | 0.7501 |
| 0.2491 | 9.1077 | 592 | 0.5692 | 0.2457 | 0.5692 | 0.7544 |
| 0.2491 | 9.1385 | 594 | 0.5738 | 0.2888 | 0.5738 | 0.7575 |
| 0.2491 | 9.1692 | 596 | 0.5752 | 0.2888 | 0.5752 | 0.7584 |
| 0.2491 | 9.2 | 598 | 0.5770 | 0.2888 | 0.5770 | 0.7596 |
| 0.2491 | 9.2308 | 600 | 0.5795 | 0.2888 | 0.5795 | 0.7612 |
| 0.2491 | 9.2615 | 602 | 0.5803 | 0.2888 | 0.5803 | 0.7617 |
| 0.2491 | 9.2923 | 604 | 0.5808 | 0.2888 | 0.5808 | 0.7621 |
| 0.2491 | 9.3231 | 606 | 0.5794 | 0.2888 | 0.5794 | 0.7612 |
| 0.2491 | 9.3538 | 608 | 0.5761 | 0.2888 | 0.5761 | 0.7590 |
| 0.2491 | 9.3846 | 610 | 0.5711 | 0.2888 | 0.5711 | 0.7557 |
| 0.2491 | 9.4154 | 612 | 0.5666 | 0.3251 | 0.5666 | 0.7527 |
| 0.2491 | 9.4462 | 614 | 0.5621 | 0.2921 | 0.5621 | 0.7497 |
| 0.2491 | 9.4769 | 616 | 0.5581 | 0.2921 | 0.5581 | 0.7471 |
| 0.2491 | 9.5077 | 618 | 0.5557 | 0.1783 | 0.5557 | 0.7454 |
| 0.2491 | 9.5385 | 620 | 0.5552 | 0.1783 | 0.5552 | 0.7451 |
| 0.2491 | 9.5692 | 622 | 0.5552 | 0.2323 | 0.5552 | 0.7451 |
| 0.2491 | 9.6 | 624 | 0.5553 | 0.2323 | 0.5553 | 0.7452 |
| 0.2491 | 9.6308 | 626 | 0.5557 | 0.1783 | 0.5557 | 0.7455 |
| 0.2491 | 9.6615 | 628 | 0.5566 | 0.1783 | 0.5566 | 0.7461 |
| 0.2491 | 9.6923 | 630 | 0.5578 | 0.2921 | 0.5578 | 0.7469 |
| 0.2491 | 9.7231 | 632 | 0.5589 | 0.2921 | 0.5589 | 0.7476 |
| 0.2491 | 9.7538 | 634 | 0.5594 | 0.2921 | 0.5594 | 0.7479 |
| 0.2491 | 9.7846 | 636 | 0.5593 | 0.2921 | 0.5593 | 0.7479 |
| 0.2491 | 9.8154 | 638 | 0.5592 | 0.2921 | 0.5592 | 0.7478 |
| 0.2491 | 9.8462 | 640 | 0.5596 | 0.2921 | 0.5596 | 0.7481 |
| 0.2491 | 9.8769 | 642 | 0.5603 | 0.2921 | 0.5603 | 0.7485 |
| 0.2491 | 9.9077 | 644 | 0.5609 | 0.2921 | 0.5609 | 0.7489 |
| 0.2491 | 9.9385 | 646 | 0.5614 | 0.2921 | 0.5614 | 0.7493 |
| 0.2491 | 9.9692 | 648 | 0.5618 | 0.2921 | 0.5618 | 0.7495 |
| 0.2491 | 10.0 | 650 | 0.5619 | 0.2921 | 0.5619 | 0.7496 |