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MayBashendy/ArabicNewSplits_FineTuningAraBERT_AugV5_k20_task2_organization_fold1
ArabicNewSplits_FineTuningAraBERT_AugV5_k20_task2_organization_fold1 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 | 0.0278 | 2 | 5.0318 | 0.0247 | 5.0318 | 2.2432 |
| No log | 0.0556 | 4 | 2.7159 | 0.0919 | 2.7159 | 1.6480 |
| No log | 0.0833 | 6 | 1.1819 | 0.1598 | 1.1819 | 1.0872 |
| No log | 0.1111 | 8 | 1.0216 | 0.1781 | 1.0216 | 1.0107 |
| No log | 0.1389 | 10 | 1.1677 | 0.2268 | 1.1677 | 1.0806 |
| No log | 0.1667 | 12 | 1.4310 | 0.2243 | 1.4310 | 1.1962 |
| No log | 0.1944 | 14 | 1.3512 | 0.2439 | 1.3512 | 1.1624 |
| No log | 0.2222 | 16 | 1.4651 | 0.0622 | 1.4651 | 1.2104 |
| No log | 0.25 | 18 | 1.4550 | -0.0439 | 1.4550 | 1.2062 |
| No log | 0.2778 | 20 | 1.2284 | 0.0655 | 1.2284 | 1.1084 |
| No log | 0.3056 | 22 | 0.9609 | 0.1054 | 0.9609 | 0.9803 |
| No log | 0.3333 | 24 | 0.9277 | 0.1273 | 0.9277 | 0.9632 |
| No log | 0.3611 | 26 | 0.9985 | 0.2259 | 0.9985 | 0.9993 |
| No log | 0.3889 | 28 | 1.0651 | 0.2564 | 1.0651 | 1.0320 |
| No log | 0.4167 | 30 | 0.9368 | 0.1480 | 0.9368 | 0.9679 |
| No log | 0.4444 | 32 | 0.9452 | 0.1480 | 0.9452 | 0.9722 |
| No log | 0.4722 | 34 | 0.9855 | 0.0813 | 0.9855 | 0.9927 |
| No log | 0.5 | 36 | 1.0278 | 0.0602 | 1.0278 | 1.0138 |
| No log | 0.5278 | 38 | 1.0600 | 0.1273 | 1.0600 | 1.0296 |
| No log | 0.5556 | 40 | 1.1979 | 0.2177 | 1.1979 | 1.0945 |
| No log | 0.5833 | 42 | 1.1255 | 0.2616 | 1.1255 | 1.0609 |
| No log | 0.6111 | 44 | 0.9829 | 0.1273 | 0.9829 | 0.9914 |
| No log | 0.6389 | 46 | 0.8107 | 0.0813 | 0.8107 | 0.9004 |
| No log | 0.6667 | 48 | 0.6785 | 0.0680 | 0.6785 | 0.8237 |
| No log | 0.6944 | 50 | 0.6142 | 0.1071 | 0.6142 | 0.7837 |
| No log | 0.7222 | 52 | 0.6322 | 0.1071 | 0.6322 | 0.7951 |
| No log | 0.75 | 54 | 0.6609 | 0.0876 | 0.6609 | 0.8129 |
| No log | 0.7778 | 56 | 0.7748 | 0.0680 | 0.7748 | 0.8802 |
| No log | 0.8056 | 58 | 0.9007 | 0.0680 | 0.9007 | 0.9491 |
| No log | 0.8333 | 60 | 0.9165 | 0.0680 | 0.9165 | 0.9573 |
| No log | 0.8611 | 62 | 0.9234 | -0.0205 | 0.9234 | 0.9610 |
| No log | 0.8889 | 64 | 0.9211 | -0.0205 | 0.9211 | 0.9598 |
| No log | 0.9167 | 66 | 0.8085 | 0.0 | 0.8085 | 0.8991 |
| No log | 0.9444 | 68 | 0.7007 | 0.0 | 0.7007 | 0.8371 |
| No log | 0.9722 | 70 | 0.6571 | 0.0079 | 0.6571 | 0.8106 |
| No log | 1.0 | 72 | 0.6591 | 0.0079 | 0.6591 | 0.8118 |
| No log | 1.0278 | 74 | 0.7075 | 0.0212 | 0.7075 | 0.8411 |
| No log | 1.0556 | 76 | 0.6918 | 0.0250 | 0.6918 | 0.8317 |
| No log | 1.0833 | 78 | 0.8344 | 0.0212 | 0.8344 | 0.9135 |
| No log | 1.1111 | 80 | 0.9747 | 0.0212 | 0.9747 | 0.9873 |
| No log | 1.1389 | 82 | 1.0593 | 0.0370 | 1.0593 | 1.0292 |
| No log | 1.1667 | 84 | 1.0998 | 0.0370 | 1.0998 | 1.0487 |
| No log | 1.1944 | 86 | 0.9826 | 0.0212 | 0.9826 | 0.9913 |
| No log | 1.2222 | 88 | 0.8927 | 0.0212 | 0.8927 | 0.9449 |
| No log | 1.25 | 90 | 0.7860 | 0.0212 | 0.7860 | 0.8866 |
| No log | 1.2778 | 92 | 0.7100 | 0.0645 | 0.7100 | 0.8426 |
| No log | 1.3056 | 94 | 0.7735 | 0.0690 | 0.7735 | 0.8795 |
| No log | 1.3333 | 96 | 0.8339 | 0.0110 | 0.8339 | 0.9132 |
| No log | 1.3611 | 98 | 0.8644 | 0.0190 | 0.8644 | 0.9297 |
| No log | 1.3889 | 100 | 0.7558 | 0.0622 | 0.7558 | 0.8694 |
| No log | 1.4167 | 102 | 0.7562 | 0.0278 | 0.7562 | 0.8696 |
| No log | 1.4444 | 104 | 0.9595 | 0.0451 | 0.9595 | 0.9796 |
| No log | 1.4722 | 106 | 1.2022 | 0.1763 | 1.2022 | 1.0965 |
| No log | 1.5 | 108 | 1.1498 | 0.1763 | 1.1498 | 1.0723 |
| No log | 1.5278 | 110 | 0.7530 | 0.0670 | 0.7530 | 0.8678 |
| No log | 1.5556 | 112 | 0.5472 | 0.4104 | 0.5472 | 0.7398 |
| No log | 1.5833 | 114 | 0.5617 | 0.4104 | 0.5617 | 0.7494 |
| No log | 1.6111 | 116 | 0.6226 | 0.3340 | 0.6226 | 0.7890 |
| No log | 1.6389 | 118 | 0.6149 | 0.3389 | 0.6149 | 0.7841 |
| No log | 1.6667 | 120 | 0.5928 | 0.3367 | 0.5928 | 0.7699 |
| No log | 1.6944 | 122 | 0.7566 | 0.1404 | 0.7566 | 0.8698 |
| No log | 1.7222 | 124 | 0.6849 | 0.2162 | 0.6849 | 0.8276 |
| No log | 1.75 | 126 | 0.7239 | 0.3645 | 0.7239 | 0.8508 |
| No log | 1.7778 | 128 | 0.9947 | 0.3209 | 0.9947 | 0.9974 |
| No log | 1.8056 | 130 | 0.8946 | 0.4104 | 0.8946 | 0.9459 |
| No log | 1.8333 | 132 | 0.7677 | 0.4651 | 0.7677 | 0.8762 |
| No log | 1.8611 | 134 | 0.6065 | 0.3908 | 0.6065 | 0.7788 |
| No log | 1.8889 | 136 | 0.5269 | 0.4355 | 0.5269 | 0.7259 |
| No log | 1.9167 | 138 | 0.5471 | 0.3830 | 0.5471 | 0.7397 |
| No log | 1.9444 | 140 | 0.5951 | 0.3273 | 0.5951 | 0.7714 |
| No log | 1.9722 | 142 | 0.6288 | 0.1629 | 0.6288 | 0.7930 |
| No log | 2.0 | 144 | 0.6829 | 0.1876 | 0.6829 | 0.8264 |
| No log | 2.0278 | 146 | 0.7299 | -0.0172 | 0.7299 | 0.8543 |
| No log | 2.0556 | 148 | 0.7222 | 0.0250 | 0.7222 | 0.8498 |
| No log | 2.0833 | 150 | 0.6708 | 0.0289 | 0.6708 | 0.8190 |
| No log | 2.1111 | 152 | 0.7018 | 0.1841 | 0.7018 | 0.8377 |
| No log | 2.1389 | 154 | 0.7427 | 0.2725 | 0.7427 | 0.8618 |
| No log | 2.1667 | 156 | 0.6506 | 0.3754 | 0.6506 | 0.8066 |
| No log | 2.1944 | 158 | 0.5553 | 0.4189 | 0.5553 | 0.7452 |
| No log | 2.2222 | 160 | 0.6133 | 0.3206 | 0.6133 | 0.7832 |
| No log | 2.25 | 162 | 0.6656 | 0.2028 | 0.6656 | 0.8159 |
| No log | 2.2778 | 164 | 0.5890 | 0.4436 | 0.5890 | 0.7675 |
| No log | 2.3056 | 166 | 0.5924 | 0.4838 | 0.5924 | 0.7697 |
| No log | 2.3333 | 168 | 0.7785 | 0.3022 | 0.7785 | 0.8823 |
| No log | 2.3611 | 170 | 0.7307 | 0.3317 | 0.7307 | 0.8548 |
| No log | 2.3889 | 172 | 0.6156 | 0.4666 | 0.6156 | 0.7846 |
| No log | 2.4167 | 174 | 0.5585 | 0.4355 | 0.5585 | 0.7473 |
| No log | 2.4444 | 176 | 0.6518 | 0.2885 | 0.6518 | 0.8074 |
| No log | 2.4722 | 178 | 0.7009 | 0.1901 | 0.7009 | 0.8372 |
| No log | 2.5 | 180 | 0.6600 | 0.2162 | 0.6600 | 0.8124 |
| No log | 2.5278 | 182 | 0.6470 | 0.3872 | 0.6470 | 0.8044 |
| No log | 2.5556 | 184 | 0.6625 | 0.2295 | 0.6625 | 0.8139 |
| No log | 2.5833 | 186 | 0.6664 | 0.2190 | 0.6664 | 0.8163 |
| No log | 2.6111 | 188 | 0.6245 | 0.3345 | 0.6245 | 0.7902 |
| No log | 2.6389 | 190 | 0.6044 | 0.3866 | 0.6044 | 0.7774 |
| No log | 2.6667 | 192 | 0.5806 | 0.4024 | 0.5806 | 0.7620 |
| No log | 2.6944 | 194 | 0.5636 | 0.4186 | 0.5636 | 0.7507 |
| No log | 2.7222 | 196 | 0.5398 | 0.3662 | 0.5398 | 0.7347 |
| No log | 2.75 | 198 | 0.5370 | 0.3851 | 0.5370 | 0.7328 |
| No log | 2.7778 | 200 | 0.5118 | 0.3297 | 0.5118 | 0.7154 |
| No log | 2.8056 | 202 | 0.5337 | 0.4447 | 0.5337 | 0.7305 |
| No log | 2.8333 | 204 | 0.6048 | 0.3280 | 0.6048 | 0.7777 |
| No log | 2.8611 | 206 | 0.5729 | 0.3611 | 0.5729 | 0.7569 |
| No log | 2.8889 | 208 | 0.5006 | 0.4376 | 0.5006 | 0.7075 |
| No log | 2.9167 | 210 | 0.5005 | 0.4387 | 0.5005 | 0.7075 |
| No log | 2.9444 | 212 | 0.5367 | 0.4673 | 0.5367 | 0.7326 |
| No log | 2.9722 | 214 | 0.6417 | 0.4502 | 0.6417 | 0.8010 |
| No log | 3.0 | 216 | 0.6578 | 0.4513 | 0.6578 | 0.8110 |
| No log | 3.0278 | 218 | 0.7698 | 0.3153 | 0.7698 | 0.8774 |
| No log | 3.0556 | 220 | 0.7486 | 0.3545 | 0.7486 | 0.8652 |
| No log | 3.0833 | 222 | 0.6301 | 0.4543 | 0.6301 | 0.7938 |
| No log | 3.1111 | 224 | 0.5375 | 0.4435 | 0.5375 | 0.7331 |
| No log | 3.1389 | 226 | 0.5406 | 0.5079 | 0.5406 | 0.7353 |
| No log | 3.1667 | 228 | 0.5464 | 0.4762 | 0.5464 | 0.7392 |
| No log | 3.1944 | 230 | 0.5686 | 0.4781 | 0.5686 | 0.7541 |
| No log | 3.2222 | 232 | 0.5800 | 0.4446 | 0.5800 | 0.7615 |
| No log | 3.25 | 234 | 0.5602 | 0.4782 | 0.5602 | 0.7485 |
| No log | 3.2778 | 236 | 0.5945 | 0.3794 | 0.5945 | 0.7710 |
| No log | 3.3056 | 238 | 0.5720 | 0.4130 | 0.5720 | 0.7563 |
| No log | 3.3333 | 240 | 0.5344 | 0.5230 | 0.5344 | 0.7310 |
| No log | 3.3611 | 242 | 0.5417 | 0.4912 | 0.5417 | 0.7360 |
| No log | 3.3889 | 244 | 0.5472 | 0.4762 | 0.5472 | 0.7397 |
| No log | 3.4167 | 246 | 0.5454 | 0.4929 | 0.5454 | 0.7385 |
| No log | 3.4444 | 248 | 0.5372 | 0.4593 | 0.5372 | 0.7330 |
| No log | 3.4722 | 250 | 0.5398 | 0.4593 | 0.5398 | 0.7347 |
| No log | 3.5 | 252 | 0.5423 | 0.4451 | 0.5423 | 0.7364 |
| No log | 3.5278 | 254 | 0.5529 | 0.5059 | 0.5529 | 0.7436 |
| No log | 3.5556 | 256 | 0.5680 | 0.4781 | 0.5680 | 0.7536 |
| No log | 3.5833 | 258 | 0.5882 | 0.3972 | 0.5882 | 0.7670 |
| No log | 3.6111 | 260 | 0.5818 | 0.3972 | 0.5818 | 0.7628 |
| No log | 3.6389 | 262 | 0.6123 | 0.3016 | 0.6123 | 0.7825 |
| No log | 3.6667 | 264 | 0.5754 | 0.3326 | 0.5754 | 0.7585 |
| No log | 3.6944 | 266 | 0.5337 | 0.4745 | 0.5337 | 0.7305 |
| No log | 3.7222 | 268 | 0.5321 | 0.4918 | 0.5321 | 0.7294 |
| No log | 3.75 | 270 | 0.5442 | 0.3794 | 0.5442 | 0.7377 |
| No log | 3.7778 | 272 | 0.5782 | 0.3280 | 0.5782 | 0.7604 |
| No log | 3.8056 | 274 | 0.5933 | 0.3066 | 0.5933 | 0.7703 |
| No log | 3.8333 | 276 | 0.5864 | 0.3066 | 0.5864 | 0.7657 |
| No log | 3.8611 | 278 | 0.5708 | 0.2848 | 0.5708 | 0.7555 |
| No log | 3.8889 | 280 | 0.5299 | 0.4047 | 0.5299 | 0.7280 |
| No log | 3.9167 | 282 | 0.5504 | 0.5336 | 0.5504 | 0.7419 |
| No log | 3.9444 | 284 | 0.5581 | 0.4841 | 0.5581 | 0.7471 |
| No log | 3.9722 | 286 | 0.5450 | 0.4398 | 0.5450 | 0.7383 |
| No log | 4.0 | 288 | 0.5583 | 0.4918 | 0.5583 | 0.7472 |
| No log | 4.0278 | 290 | 0.5711 | 0.4763 | 0.5711 | 0.7557 |
| No log | 4.0556 | 292 | 0.5729 | 0.4763 | 0.5729 | 0.7569 |
| No log | 4.0833 | 294 | 0.6016 | 0.3794 | 0.6016 | 0.7756 |
| No log | 4.1111 | 296 | 0.6344 | 0.3481 | 0.6344 | 0.7965 |
| No log | 4.1389 | 298 | 0.6972 | 0.2403 | 0.6972 | 0.8350 |
| No log | 4.1667 | 300 | 0.6786 | 0.3304 | 0.6786 | 0.8238 |
| No log | 4.1944 | 302 | 0.5920 | 0.3972 | 0.5920 | 0.7694 |
| No log | 4.2222 | 304 | 0.5307 | 0.4262 | 0.5307 | 0.7285 |
| No log | 4.25 | 306 | 0.5288 | 0.4693 | 0.5288 | 0.7272 |
| No log | 4.2778 | 308 | 0.5256 | 0.4693 | 0.5256 | 0.7250 |
| No log | 4.3056 | 310 | 0.5215 | 0.4558 | 0.5215 | 0.7221 |
| No log | 4.3333 | 312 | 0.5279 | 0.4874 | 0.5279 | 0.7266 |
| No log | 4.3611 | 314 | 0.5361 | 0.4874 | 0.5361 | 0.7322 |
| No log | 4.3889 | 316 | 0.5452 | 0.3938 | 0.5452 | 0.7383 |
| No log | 4.4167 | 318 | 0.5743 | 0.4282 | 0.5743 | 0.7578 |
| No log | 4.4444 | 320 | 0.5751 | 0.4282 | 0.5751 | 0.7583 |
| No log | 4.4722 | 322 | 0.5585 | 0.3729 | 0.5585 | 0.7474 |
| No log | 4.5 | 324 | 0.5543 | 0.3660 | 0.5543 | 0.7445 |
| No log | 4.5278 | 326 | 0.5580 | 0.4214 | 0.5580 | 0.7470 |
| No log | 4.5556 | 328 | 0.5725 | 0.4465 | 0.5725 | 0.7566 |
| No log | 4.5833 | 330 | 0.6188 | 0.3638 | 0.6188 | 0.7867 |
| No log | 4.6111 | 332 | 0.6350 | 0.3638 | 0.6350 | 0.7969 |
| No log | 4.6389 | 334 | 0.5818 | 0.4427 | 0.5818 | 0.7628 |
| No log | 4.6667 | 336 | 0.5347 | 0.3158 | 0.5347 | 0.7312 |
| No log | 4.6944 | 338 | 0.5338 | 0.3343 | 0.5338 | 0.7306 |
| No log | 4.7222 | 340 | 0.5212 | 0.3321 | 0.5212 | 0.7220 |
| No log | 4.75 | 342 | 0.5713 | 0.3540 | 0.5713 | 0.7559 |
| No log | 4.7778 | 344 | 0.6365 | 0.3548 | 0.6365 | 0.7978 |
| No log | 4.8056 | 346 | 0.6207 | 0.3548 | 0.6207 | 0.7879 |
| No log | 4.8333 | 348 | 0.5883 | 0.3256 | 0.5883 | 0.7670 |
| No log | 4.8611 | 350 | 0.5647 | 0.4301 | 0.5647 | 0.7515 |
| No log | 4.8889 | 352 | 0.6001 | 0.4184 | 0.6001 | 0.7746 |
| No log | 4.9167 | 354 | 0.6240 | 0.3817 | 0.6240 | 0.7899 |
| No log | 4.9444 | 356 | 0.6704 | 0.3494 | 0.6704 | 0.8188 |
| No log | 4.9722 | 358 | 0.7728 | 0.2278 | 0.7728 | 0.8791 |
| No log | 5.0 | 360 | 0.8865 | 0.0938 | 0.8865 | 0.9416 |
| No log | 5.0278 | 362 | 0.8750 | 0.0466 | 0.8750 | 0.9354 |
| No log | 5.0556 | 364 | 0.7943 | 0.1128 | 0.7943 | 0.8912 |
| No log | 5.0833 | 366 | 0.6795 | 0.2220 | 0.6795 | 0.8243 |
| No log | 5.1111 | 368 | 0.5886 | 0.2822 | 0.5886 | 0.7672 |
| No log | 5.1389 | 370 | 0.5599 | 0.3155 | 0.5599 | 0.7483 |
| No log | 5.1667 | 372 | 0.5563 | 0.3516 | 0.5563 | 0.7458 |
| No log | 5.1944 | 374 | 0.5695 | 0.3417 | 0.5695 | 0.7546 |
| No log | 5.2222 | 376 | 0.5917 | 0.3786 | 0.5917 | 0.7692 |
| No log | 5.25 | 378 | 0.6141 | 0.3349 | 0.6141 | 0.7836 |
| No log | 5.2778 | 380 | 0.6361 | 0.3873 | 0.6361 | 0.7975 |
| No log | 5.3056 | 382 | 0.6289 | 0.3873 | 0.6289 | 0.7930 |
| No log | 5.3333 | 384 | 0.5884 | 0.4130 | 0.5884 | 0.7671 |
| No log | 5.3611 | 386 | 0.5617 | 0.4067 | 0.5617 | 0.7494 |
| No log | 5.3889 | 388 | 0.5541 | 0.3926 | 0.5541 | 0.7443 |
| No log | 5.4167 | 390 | 0.5499 | 0.3348 | 0.5499 | 0.7416 |
| No log | 5.4444 | 392 | 0.5566 | 0.3948 | 0.5566 | 0.7460 |
| No log | 5.4722 | 394 | 0.5445 | 0.3684 | 0.5445 | 0.7379 |
| No log | 5.5 | 396 | 0.5258 | 0.3467 | 0.5258 | 0.7251 |
| No log | 5.5278 | 398 | 0.5244 | 0.3485 | 0.5244 | 0.7242 |
| No log | 5.5556 | 400 | 0.5327 | 0.3509 | 0.5327 | 0.7299 |
| No log | 5.5833 | 402 | 0.5611 | 0.3707 | 0.5611 | 0.7491 |
| No log | 5.6111 | 404 | 0.5914 | 0.3786 | 0.5914 | 0.7690 |
| No log | 5.6389 | 406 | 0.5988 | 0.3349 | 0.5988 | 0.7738 |
| No log | 5.6667 | 408 | 0.6093 | 0.3349 | 0.6093 | 0.7806 |
| No log | 5.6944 | 410 | 0.6032 | 0.3837 | 0.6032 | 0.7766 |
| No log | 5.7222 | 412 | 0.6032 | 0.4456 | 0.6032 | 0.7767 |
| No log | 5.75 | 414 | 0.5910 | 0.3345 | 0.5910 | 0.7688 |
| No log | 5.7778 | 416 | 0.5832 | 0.3104 | 0.5832 | 0.7637 |
| No log | 5.8056 | 418 | 0.5856 | 0.4236 | 0.5856 | 0.7652 |
| No log | 5.8333 | 420 | 0.5941 | 0.3440 | 0.5941 | 0.7708 |
| No log | 5.8611 | 422 | 0.6206 | 0.3280 | 0.6206 | 0.7878 |
| No log | 5.8889 | 424 | 0.6821 | 0.3327 | 0.6821 | 0.8259 |
| No log | 5.9167 | 426 | 0.7351 | 0.2199 | 0.7351 | 0.8574 |
| No log | 5.9444 | 428 | 0.7249 | 0.2199 | 0.7249 | 0.8514 |
| No log | 5.9722 | 430 | 0.6786 | 0.3510 | 0.6786 | 0.8238 |
| No log | 6.0 | 432 | 0.6698 | 0.3510 | 0.6698 | 0.8184 |
| No log | 6.0278 | 434 | 0.6783 | 0.3510 | 0.6783 | 0.8236 |
| No log | 6.0556 | 436 | 0.6617 | 0.3670 | 0.6617 | 0.8134 |
| No log | 6.0833 | 438 | 0.6239 | 0.3280 | 0.6239 | 0.7899 |
| No log | 6.1111 | 440 | 0.6122 | 0.3602 | 0.6122 | 0.7824 |
| No log | 6.1389 | 442 | 0.6201 | 0.3602 | 0.6201 | 0.7874 |
| No log | 6.1667 | 444 | 0.6662 | 0.3494 | 0.6662 | 0.8162 |
| No log | 6.1944 | 446 | 0.7120 | 0.3227 | 0.7120 | 0.8438 |
| No log | 6.2222 | 448 | 0.7941 | 0.3526 | 0.7941 | 0.8911 |
| No log | 6.25 | 450 | 0.8223 | 0.3316 | 0.8223 | 0.9068 |
| No log | 6.2778 | 452 | 0.7781 | 0.3650 | 0.7781 | 0.8821 |
| No log | 6.3056 | 454 | 0.7428 | 0.4004 | 0.7428 | 0.8618 |
| No log | 6.3333 | 456 | 0.7307 | 0.3485 | 0.7307 | 0.8548 |
| No log | 6.3611 | 458 | 0.6793 | 0.3990 | 0.6793 | 0.8242 |
| No log | 6.3889 | 460 | 0.6471 | 0.3563 | 0.6471 | 0.8044 |
| No log | 6.4167 | 462 | 0.6203 | 0.3713 | 0.6203 | 0.7876 |
| No log | 6.4444 | 464 | 0.6059 | 0.3692 | 0.6059 | 0.7784 |
| No log | 6.4722 | 466 | 0.6111 | 0.3692 | 0.6111 | 0.7817 |
| No log | 6.5 | 468 | 0.6170 | 0.3413 | 0.6170 | 0.7855 |
| No log | 6.5278 | 470 | 0.6458 | 0.3413 | 0.6458 | 0.8036 |
| No log | 6.5556 | 472 | 0.6733 | 0.4149 | 0.6733 | 0.8206 |
| No log | 6.5833 | 474 | 0.7207 | 0.3868 | 0.7207 | 0.8490 |
| No log | 6.6111 | 476 | 0.7165 | 0.3868 | 0.7165 | 0.8465 |
| No log | 6.6389 | 478 | 0.6614 | 0.3949 | 0.6614 | 0.8133 |
| No log | 6.6667 | 480 | 0.6394 | 0.3413 | 0.6394 | 0.7997 |
| No log | 6.6944 | 482 | 0.5997 | 0.3786 | 0.5997 | 0.7744 |
| No log | 6.7222 | 484 | 0.5821 | 0.4293 | 0.5821 | 0.7629 |
| No log | 6.75 | 486 | 0.5847 | 0.4293 | 0.5847 | 0.7646 |
| No log | 6.7778 | 488 | 0.5774 | 0.4293 | 0.5774 | 0.7598 |
| No log | 6.8056 | 490 | 0.5820 | 0.4293 | 0.5820 | 0.7629 |
| No log | 6.8333 | 492 | 0.5989 | 0.3786 | 0.5989 | 0.7739 |
| No log | 6.8611 | 494 | 0.6220 | 0.3783 | 0.6220 | 0.7886 |
| No log | 6.8889 | 496 | 0.6206 | 0.4240 | 0.6206 | 0.7878 |
| No log | 6.9167 | 498 | 0.6077 | 0.4699 | 0.6077 | 0.7795 |
| 0.3256 | 6.9444 | 500 | 0.5835 | 0.3844 | 0.5835 | 0.7639 |
| 0.3256 | 6.9722 | 502 | 0.5617 | 0.3390 | 0.5617 | 0.7495 |
| 0.3256 | 7.0 | 504 | 0.5599 | 0.3390 | 0.5599 | 0.7483 |
| 0.3256 | 7.0278 | 506 | 0.5658 | 0.3413 | 0.5658 | 0.7522 |
| 0.3256 | 7.0556 | 508 | 0.5839 | 0.3794 | 0.5839 | 0.7641 |
| 0.3256 | 7.0833 | 510 | 0.5893 | 0.4203 | 0.5893 | 0.7677 |
| 0.3256 | 7.1111 | 512 | 0.5887 | 0.4203 | 0.5887 | 0.7673 |
| 0.3256 | 7.1389 | 514 | 0.6032 | 0.4562 | 0.6032 | 0.7766 |
| 0.3256 | 7.1667 | 516 | 0.6163 | 0.4562 | 0.6163 | 0.7851 |
| 0.3256 | 7.1944 | 518 | 0.6237 | 0.4582 | 0.6237 | 0.7898 |
| 0.3256 | 7.2222 | 520 | 0.6171 | 0.4566 | 0.6171 | 0.7855 |
| 0.3256 | 7.25 | 522 | 0.6095 | 0.4958 | 0.6095 | 0.7807 |
| 0.3256 | 7.2778 | 524 | 0.6023 | 0.4638 | 0.6023 | 0.7761 |
| 0.3256 | 7.3056 | 526 | 0.6014 | 0.4635 | 0.6014 | 0.7755 |
| 0.3256 | 7.3333 | 528 | 0.6173 | 0.4562 | 0.6173 | 0.7857 |
| 0.3256 | 7.3611 | 530 | 0.6450 | 0.4314 | 0.6450 | 0.8031 |
| 0.3256 | 7.3889 | 532 | 0.7009 | 0.4373 | 0.7009 | 0.8372 |
| 0.3256 | 7.4167 | 534 | 0.7274 | 0.4558 | 0.7274 | 0.8529 |
| 0.3256 | 7.4444 | 536 | 0.7150 | 0.4421 | 0.7150 | 0.8456 |
| 0.3256 | 7.4722 | 538 | 0.6849 | 0.4373 | 0.6849 | 0.8276 |
| 0.3256 | 7.5 | 540 | 0.6621 | 0.4347 | 0.6621 | 0.8137 |
| 0.3256 | 7.5278 | 542 | 0.6350 | 0.4240 | 0.6350 | 0.7968 |
| 0.3256 | 7.5556 | 544 | 0.6122 | 0.4203 | 0.6122 | 0.7824 |
| 0.3256 | 7.5833 | 546 | 0.6032 | 0.3794 | 0.6032 | 0.7767 |
| 0.3256 | 7.6111 | 548 | 0.6145 | 0.3692 | 0.6145 | 0.7839 |
| 0.3256 | 7.6389 | 550 | 0.6430 | 0.3681 | 0.6430 | 0.8019 |
| 0.3256 | 7.6667 | 552 | 0.6677 | 0.3858 | 0.6677 | 0.8171 |
| 0.3256 | 7.6944 | 554 | 0.6848 | 0.3905 | 0.6848 | 0.8275 |
| 0.3256 | 7.7222 | 556 | 0.7073 | 0.3775 | 0.7073 | 0.8410 |
| 0.3256 | 7.75 | 558 | 0.7157 | 0.3775 | 0.7157 | 0.8460 |
| 0.3256 | 7.7778 | 560 | 0.7223 | 0.4231 | 0.7223 | 0.8499 |
| 0.3256 | 7.8056 | 562 | 0.7072 | 0.4363 | 0.7072 | 0.8409 |
| 0.3256 | 7.8333 | 564 | 0.6749 | 0.4347 | 0.6749 | 0.8215 |
| 0.3256 | 7.8611 | 566 | 0.6402 | 0.4717 | 0.6402 | 0.8002 |
| 0.3256 | 7.8889 | 568 | 0.6243 | 0.4528 | 0.6243 | 0.7901 |
| 0.3256 | 7.9167 | 570 | 0.6203 | 0.4528 | 0.6203 | 0.7876 |
| 0.3256 | 7.9444 | 572 | 0.6169 | 0.4668 | 0.6169 | 0.7855 |
| 0.3256 | 7.9722 | 574 | 0.6248 | 0.4550 | 0.6248 | 0.7905 |
| 0.3256 | 8.0 | 576 | 0.6367 | 0.4562 | 0.6367 | 0.7979 |
| 0.3256 | 8.0278 | 578 | 0.6599 | 0.4357 | 0.6599 | 0.8124 |
| 0.3256 | 8.0556 | 580 | 0.6834 | 0.3989 | 0.6834 | 0.8267 |
| 0.3256 | 8.0833 | 582 | 0.7312 | 0.4538 | 0.7312 | 0.8551 |
| 0.3256 | 8.1111 | 584 | 0.7624 | 0.4022 | 0.7624 | 0.8732 |
| 0.3256 | 8.1389 | 586 | 0.7617 | 0.4022 | 0.7617 | 0.8727 |
| 0.3256 | 8.1667 | 588 | 0.7468 | 0.4022 | 0.7468 | 0.8642 |
| 0.3256 | 8.1944 | 590 | 0.7074 | 0.4538 | 0.7074 | 0.8410 |
| 0.3256 | 8.2222 | 592 | 0.6710 | 0.4319 | 0.6710 | 0.8191 |
| 0.3256 | 8.25 | 594 | 0.6402 | 0.4272 | 0.6402 | 0.8001 |
| 0.3256 | 8.2778 | 596 | 0.6312 | 0.4240 | 0.6312 | 0.7945 |
| 0.3256 | 8.3056 | 598 | 0.6390 | 0.4272 | 0.6390 | 0.7994 |
| 0.3256 | 8.3333 | 600 | 0.6473 | 0.3830 | 0.6473 | 0.8045 |
| 0.3256 | 8.3611 | 602 | 0.6432 | 0.3783 | 0.6432 | 0.8020 |
| 0.3256 | 8.3889 | 604 | 0.6388 | 0.3783 | 0.6388 | 0.7993 |
| 0.3256 | 8.4167 | 606 | 0.6315 | 0.3783 | 0.6315 | 0.7946 |
| 0.3256 | 8.4444 | 608 | 0.6287 | 0.3783 | 0.6287 | 0.7929 |
| 0.3256 | 8.4722 | 610 | 0.6251 | 0.3783 | 0.6251 | 0.7906 |
| 0.3256 | 8.5 | 612 | 0.6226 | 0.4240 | 0.6226 | 0.7890 |
| 0.3256 | 8.5278 | 614 | 0.6230 | 0.3783 | 0.6230 | 0.7893 |
| 0.3256 | 8.5556 | 616 | 0.6194 | 0.4075 | 0.6194 | 0.7870 |
| 0.3256 | 8.5833 | 618 | 0.6156 | 0.3713 | 0.6156 | 0.7846 |
| 0.3256 | 8.6111 | 620 | 0.6101 | 0.3659 | 0.6101 | 0.7811 |
| 0.3256 | 8.6389 | 622 | 0.6120 | 0.3659 | 0.6120 | 0.7823 |
| 0.3256 | 8.6667 | 624 | 0.6251 | 0.3783 | 0.6251 | 0.7907 |
| 0.3256 | 8.6944 | 626 | 0.6458 | 0.3783 | 0.6458 | 0.8036 |
| 0.3256 | 8.7222 | 628 | 0.6650 | 0.3949 | 0.6650 | 0.8154 |
| 0.3256 | 8.75 | 630 | 0.6829 | 0.4028 | 0.6829 | 0.8264 |
| 0.3256 | 8.7778 | 632 | 0.6980 | 0.3892 | 0.6980 | 0.8355 |
| 0.3256 | 8.8056 | 634 | 0.7072 | 0.3970 | 0.7072 | 0.8410 |
| 0.3256 | 8.8333 | 636 | 0.7040 | 0.3970 | 0.7040 | 0.8390 |
| 0.3256 | 8.8611 | 638 | 0.6927 | 0.4064 | 0.6927 | 0.8323 |
| 0.3256 | 8.8889 | 640 | 0.6907 | 0.4064 | 0.6907 | 0.8311 |
| 0.3256 | 8.9167 | 642 | 0.6907 | 0.4064 | 0.6907 | 0.8311 |
| 0.3256 | 8.9444 | 644 | 0.6795 | 0.4028 | 0.6795 | 0.8243 |
| 0.3256 | 8.9722 | 646 | 0.6649 | 0.3873 | 0.6649 | 0.8154 |
| 0.3256 | 9.0 | 648 | 0.6560 | 0.3830 | 0.6560 | 0.8100 |
| 0.3256 | 9.0278 | 650 | 0.6588 | 0.3873 | 0.6588 | 0.8116 |
| 0.3256 | 9.0556 | 652 | 0.6658 | 0.4028 | 0.6658 | 0.8159 |
| 0.3256 | 9.0833 | 654 | 0.6755 | 0.4064 | 0.6755 | 0.8219 |
| 0.3256 | 9.1111 | 656 | 0.6776 | 0.4064 | 0.6776 | 0.8231 |
| 0.3256 | 9.1389 | 658 | 0.6726 | 0.4064 | 0.6726 | 0.8201 |
| 0.3256 | 9.1667 | 660 | 0.6707 | 0.3953 | 0.6707 | 0.8189 |
| 0.3256 | 9.1944 | 662 | 0.6723 | 0.3953 | 0.6723 | 0.8199 |
| 0.3256 | 9.2222 | 664 | 0.6792 | 0.4098 | 0.6792 | 0.8241 |
| 0.3256 | 9.25 | 666 | 0.6793 | 0.4098 | 0.6793 | 0.8242 |
| 0.3256 | 9.2778 | 668 | 0.6724 | 0.3953 | 0.6724 | 0.8200 |
| 0.3256 | 9.3056 | 670 | 0.6671 | 0.3953 | 0.6671 | 0.8168 |
| 0.3256 | 9.3333 | 672 | 0.6581 | 0.3914 | 0.6581 | 0.8112 |
| 0.3256 | 9.3611 | 674 | 0.6537 | 0.3873 | 0.6537 | 0.8085 |
| 0.3256 | 9.3889 | 676 | 0.6513 | 0.3873 | 0.6513 | 0.8071 |
| 0.3256 | 9.4167 | 678 | 0.6501 | 0.3873 | 0.6501 | 0.8063 |
| 0.3256 | 9.4444 | 680 | 0.6538 | 0.3873 | 0.6538 | 0.8086 |
| 0.3256 | 9.4722 | 682 | 0.6629 | 0.3914 | 0.6629 | 0.8142 |
| 0.3256 | 9.5 | 684 | 0.6708 | 0.4064 | 0.6708 | 0.8190 |
| 0.3256 | 9.5278 | 686 | 0.6756 | 0.4496 | 0.6756 | 0.8219 |
| 0.3256 | 9.5556 | 688 | 0.6789 | 0.4518 | 0.6789 | 0.8240 |
| 0.3256 | 9.5833 | 690 | 0.6854 | 0.4518 | 0.6854 | 0.8279 |
| 0.3256 | 9.6111 | 692 | 0.6891 | 0.4518 | 0.6891 | 0.8301 |
| 0.3256 | 9.6389 | 694 | 0.6919 | 0.4518 | 0.6919 | 0.8318 |
| 0.3256 | 9.6667 | 696 | 0.6936 | 0.4518 | 0.6936 | 0.8328 |
| 0.3256 | 9.6944 | 698 | 0.6949 | 0.4518 | 0.6949 | 0.8336 |
| 0.3256 | 9.7222 | 700 | 0.6935 | 0.4518 | 0.6935 | 0.8328 |
| 0.3256 | 9.75 | 702 | 0.6906 | 0.4518 | 0.6906 | 0.8310 |
| 0.3256 | 9.7778 | 704 | 0.6907 | 0.4518 | 0.6907 | 0.8311 |
| 0.3256 | 9.8056 | 706 | 0.6907 | 0.4518 | 0.6907 | 0.8311 |
| 0.3256 | 9.8333 | 708 | 0.6905 | 0.4518 | 0.6905 | 0.8309 |
| 0.3256 | 9.8611 | 710 | 0.6889 | 0.4518 | 0.6889 | 0.8300 |
| 0.3256 | 9.8889 | 712 | 0.6860 | 0.4518 | 0.6860 | 0.8283 |
| 0.3256 | 9.9167 | 714 | 0.6834 | 0.4518 | 0.6834 | 0.8267 |
| 0.3256 | 9.9444 | 716 | 0.6824 | 0.4518 | 0.6824 | 0.8261 |
| 0.3256 | 9.9722 | 718 | 0.6819 | 0.4518 | 0.6819 | 0.8258 |
| 0.3256 | 10.0 | 720 | 0.6817 | 0.4518 | 0.6817 | 0.8256 |