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MayBashendy/ArabicNewSplits4_FineTuningAraBERT_run2_AugV5_k17_task3_organization
ArabicNewSplits4_FineTuningAraBERT_run2_AugV5_k17_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 | 0.0299 | 2 | 3.2757 | -0.0053 | 3.2757 | 1.8099 |
| No log | 0.0597 | 4 | 1.7201 | 0.0255 | 1.7201 | 1.3115 |
| No log | 0.0896 | 6 | 1.1028 | 0.0 | 1.1028 | 1.0501 |
| No log | 0.1194 | 8 | 0.7608 | 0.1351 | 0.7608 | 0.8722 |
| No log | 0.1493 | 10 | 0.8420 | 0.0522 | 0.8420 | 0.9176 |
| No log | 0.1791 | 12 | 0.7849 | 0.1111 | 0.7849 | 0.8859 |
| No log | 0.2090 | 14 | 0.6972 | 0.3641 | 0.6972 | 0.8350 |
| No log | 0.2388 | 16 | 0.6455 | 0.2857 | 0.6455 | 0.8034 |
| No log | 0.2687 | 18 | 0.7096 | 0.2941 | 0.7096 | 0.8424 |
| No log | 0.2985 | 20 | 0.7369 | 0.2432 | 0.7369 | 0.8585 |
| No log | 0.3284 | 22 | 0.6290 | 0.0145 | 0.6290 | 0.7931 |
| No log | 0.3582 | 24 | 0.6461 | -0.0435 | 0.6461 | 0.8038 |
| No log | 0.3881 | 26 | 0.6316 | 0.0 | 0.6316 | 0.7947 |
| No log | 0.4179 | 28 | 0.6480 | -0.0794 | 0.6480 | 0.8050 |
| No log | 0.4478 | 30 | 0.6659 | -0.0963 | 0.6659 | 0.8160 |
| No log | 0.4776 | 32 | 0.6687 | -0.1200 | 0.6687 | 0.8178 |
| No log | 0.5075 | 34 | 0.6758 | 0.0123 | 0.6758 | 0.8221 |
| No log | 0.5373 | 36 | 0.7945 | 0.1055 | 0.7945 | 0.8914 |
| No log | 0.5672 | 38 | 0.7447 | 0.1549 | 0.7447 | 0.8630 |
| No log | 0.5970 | 40 | 0.5842 | 0.0569 | 0.5842 | 0.7643 |
| No log | 0.6269 | 42 | 0.5809 | 0.0 | 0.5809 | 0.7622 |
| No log | 0.6567 | 44 | 0.6186 | 0.0569 | 0.6186 | 0.7865 |
| No log | 0.6866 | 46 | 0.6211 | -0.0081 | 0.6211 | 0.7881 |
| No log | 0.7164 | 48 | 0.6141 | 0.0388 | 0.6141 | 0.7836 |
| No log | 0.7463 | 50 | 0.5790 | 0.0 | 0.5790 | 0.7609 |
| No log | 0.7761 | 52 | 0.5948 | 0.0 | 0.5948 | 0.7712 |
| No log | 0.8060 | 54 | 0.6094 | 0.0 | 0.6094 | 0.7807 |
| No log | 0.8358 | 56 | 0.6153 | 0.0303 | 0.6153 | 0.7844 |
| No log | 0.8657 | 58 | 0.8147 | 0.0249 | 0.8147 | 0.9026 |
| No log | 0.8955 | 60 | 0.8864 | 0.1549 | 0.8864 | 0.9415 |
| No log | 0.9254 | 62 | 0.8101 | 0.0918 | 0.8101 | 0.9000 |
| No log | 0.9552 | 64 | 0.6081 | -0.0233 | 0.6081 | 0.7798 |
| No log | 0.9851 | 66 | 0.6960 | 0.0080 | 0.6960 | 0.8343 |
| No log | 1.0149 | 68 | 0.6439 | 0.0769 | 0.6439 | 0.8024 |
| No log | 1.0448 | 70 | 0.6989 | 0.0123 | 0.6989 | 0.8360 |
| No log | 1.0746 | 72 | 0.9499 | 0.0823 | 0.9499 | 0.9746 |
| No log | 1.1045 | 74 | 0.8247 | 0.0370 | 0.8247 | 0.9081 |
| No log | 1.1343 | 76 | 0.6230 | -0.0233 | 0.6230 | 0.7893 |
| No log | 1.1642 | 78 | 0.7124 | 0.1407 | 0.7124 | 0.8441 |
| No log | 1.1940 | 80 | 0.6601 | 0.0769 | 0.6601 | 0.8125 |
| No log | 1.2239 | 82 | 0.6532 | -0.0612 | 0.6532 | 0.8082 |
| No log | 1.2537 | 84 | 0.8150 | 0.0476 | 0.8150 | 0.9028 |
| No log | 1.2836 | 86 | 0.7270 | -0.0115 | 0.7270 | 0.8526 |
| No log | 1.3134 | 88 | 0.6349 | 0.0286 | 0.6349 | 0.7968 |
| No log | 1.3433 | 90 | 0.6633 | 0.1053 | 0.6633 | 0.8144 |
| No log | 1.3731 | 92 | 0.6724 | 0.0256 | 0.6724 | 0.8200 |
| No log | 1.4030 | 94 | 0.7835 | 0.2251 | 0.7835 | 0.8851 |
| No log | 1.4328 | 96 | 1.0151 | 0.0114 | 1.0151 | 1.0075 |
| No log | 1.4627 | 98 | 0.8995 | 0.1570 | 0.8995 | 0.9484 |
| No log | 1.4925 | 100 | 0.7672 | 0.1675 | 0.7672 | 0.8759 |
| No log | 1.5224 | 102 | 0.7182 | 0.2093 | 0.7182 | 0.8475 |
| No log | 1.5522 | 104 | 0.8242 | 0.2332 | 0.8242 | 0.9079 |
| No log | 1.5821 | 106 | 0.7789 | 0.2350 | 0.7789 | 0.8825 |
| No log | 1.6119 | 108 | 0.8233 | 0.2340 | 0.8233 | 0.9074 |
| No log | 1.6418 | 110 | 0.7135 | 0.1716 | 0.7135 | 0.8447 |
| No log | 1.6716 | 112 | 0.7177 | 0.2809 | 0.7177 | 0.8472 |
| No log | 1.7015 | 114 | 0.9480 | 0.0588 | 0.9480 | 0.9737 |
| No log | 1.7313 | 116 | 1.0162 | 0.0114 | 1.0162 | 1.0081 |
| No log | 1.7612 | 118 | 0.7945 | 0.1705 | 0.7945 | 0.8913 |
| No log | 1.7910 | 120 | 0.7608 | 0.2140 | 0.7608 | 0.8722 |
| No log | 1.8209 | 122 | 0.8843 | 0.1441 | 0.8843 | 0.9404 |
| No log | 1.8507 | 124 | 1.3330 | 0.0689 | 1.3330 | 1.1546 |
| No log | 1.8806 | 126 | 1.5459 | 0.0523 | 1.5459 | 1.2433 |
| No log | 1.9104 | 128 | 1.3858 | 0.0222 | 1.3858 | 1.1772 |
| No log | 1.9403 | 130 | 0.9792 | 0.1366 | 0.9792 | 0.9896 |
| No log | 1.9701 | 132 | 0.9548 | 0.1273 | 0.9548 | 0.9772 |
| No log | 2.0 | 134 | 1.2364 | -0.0034 | 1.2364 | 1.1120 |
| No log | 2.0299 | 136 | 1.2605 | 0.0210 | 1.2605 | 1.1227 |
| No log | 2.0597 | 138 | 1.0820 | 0.0376 | 1.0820 | 1.0402 |
| No log | 2.0896 | 140 | 0.8351 | -0.0476 | 0.8351 | 0.9138 |
| No log | 2.1194 | 142 | 0.7999 | 0.0409 | 0.7999 | 0.8944 |
| No log | 2.1493 | 144 | 0.7527 | -0.0256 | 0.7527 | 0.8676 |
| No log | 2.1791 | 146 | 0.7498 | 0.0526 | 0.7498 | 0.8659 |
| No log | 2.2090 | 148 | 0.7628 | 0.2169 | 0.7628 | 0.8734 |
| No log | 2.2388 | 150 | 0.8798 | 0.1549 | 0.8798 | 0.9380 |
| No log | 2.2687 | 152 | 0.9888 | 0.0431 | 0.9888 | 0.9944 |
| No log | 2.2985 | 154 | 0.8850 | 0.1319 | 0.8850 | 0.9408 |
| No log | 2.3284 | 156 | 0.7343 | 0.2315 | 0.7343 | 0.8569 |
| No log | 2.3582 | 158 | 0.7754 | 0.24 | 0.7754 | 0.8806 |
| No log | 2.3881 | 160 | 1.0902 | 0.0222 | 1.0902 | 1.0441 |
| No log | 2.4179 | 162 | 1.1462 | 0.0316 | 1.1462 | 1.0706 |
| No log | 2.4478 | 164 | 0.8225 | 0.2000 | 0.8225 | 0.9069 |
| No log | 2.4776 | 166 | 0.7052 | 0.24 | 0.7052 | 0.8398 |
| No log | 2.5075 | 168 | 0.7268 | 0.3010 | 0.7268 | 0.8526 |
| No log | 2.5373 | 170 | 0.8798 | 0.1261 | 0.8798 | 0.9380 |
| No log | 2.5672 | 172 | 0.8912 | 0.0924 | 0.8912 | 0.9440 |
| No log | 2.5970 | 174 | 0.7514 | 0.2986 | 0.7514 | 0.8668 |
| No log | 2.6269 | 176 | 0.8828 | 0.1186 | 0.8828 | 0.9395 |
| No log | 2.6567 | 178 | 1.1212 | 0.0857 | 1.1212 | 1.0589 |
| No log | 2.6866 | 180 | 0.8978 | 0.1588 | 0.8978 | 0.9475 |
| No log | 2.7164 | 182 | 0.6325 | 0.1243 | 0.6325 | 0.7953 |
| No log | 2.7463 | 184 | 0.6262 | 0.2281 | 0.6262 | 0.7913 |
| No log | 2.7761 | 186 | 0.7109 | 0.2165 | 0.7109 | 0.8431 |
| No log | 2.8060 | 188 | 0.8079 | 0.1481 | 0.8079 | 0.8988 |
| No log | 2.8358 | 190 | 0.7157 | 0.2165 | 0.7157 | 0.8460 |
| No log | 2.8657 | 192 | 0.6406 | 0.2444 | 0.6406 | 0.8004 |
| No log | 2.8955 | 194 | 0.6451 | 0.2941 | 0.6451 | 0.8032 |
| No log | 2.9254 | 196 | 0.7404 | 0.1416 | 0.7404 | 0.8605 |
| No log | 2.9552 | 198 | 0.9007 | 0.1931 | 0.9007 | 0.9490 |
| No log | 2.9851 | 200 | 0.7167 | 0.1848 | 0.7167 | 0.8466 |
| No log | 3.0149 | 202 | 0.6887 | 0.1845 | 0.6887 | 0.8299 |
| No log | 3.0448 | 204 | 0.6019 | 0.3735 | 0.6019 | 0.7758 |
| No log | 3.0746 | 206 | 0.6174 | 0.3374 | 0.6174 | 0.7858 |
| No log | 3.1045 | 208 | 0.7143 | 0.3367 | 0.7143 | 0.8452 |
| No log | 3.1343 | 210 | 0.8916 | 0.1855 | 0.8916 | 0.9443 |
| No log | 3.1642 | 212 | 0.8273 | 0.2877 | 0.8273 | 0.9096 |
| No log | 3.1940 | 214 | 0.8592 | 0.2222 | 0.8592 | 0.9269 |
| No log | 3.2239 | 216 | 0.9103 | 0.1570 | 0.9103 | 0.9541 |
| No log | 3.2537 | 218 | 0.8940 | 0.1570 | 0.8940 | 0.9455 |
| No log | 3.2836 | 220 | 1.1461 | 0.0035 | 1.1461 | 1.0706 |
| No log | 3.3134 | 222 | 1.1727 | 0.0345 | 1.1727 | 1.0829 |
| No log | 3.3433 | 224 | 0.9194 | 0.1579 | 0.9194 | 0.9589 |
| No log | 3.3731 | 226 | 0.7867 | 0.2308 | 0.7867 | 0.8870 |
| No log | 3.4030 | 228 | 0.8706 | 0.1925 | 0.8706 | 0.9330 |
| No log | 3.4328 | 230 | 0.8958 | 0.1925 | 0.8958 | 0.9465 |
| No log | 3.4627 | 232 | 0.8257 | 0.1781 | 0.8257 | 0.9087 |
| No log | 3.4925 | 234 | 0.9949 | 0.0645 | 0.9949 | 0.9974 |
| No log | 3.5224 | 236 | 1.3738 | 0.0968 | 1.3738 | 1.1721 |
| No log | 3.5522 | 238 | 1.3000 | 0.0933 | 1.3000 | 1.1402 |
| No log | 3.5821 | 240 | 0.8009 | 0.1923 | 0.8009 | 0.8949 |
| No log | 3.6119 | 242 | 0.6454 | 0.2865 | 0.6454 | 0.8034 |
| No log | 3.6418 | 244 | 0.7337 | 0.2315 | 0.7337 | 0.8565 |
| No log | 3.6716 | 246 | 0.8353 | 0.1628 | 0.8353 | 0.9140 |
| No log | 3.7015 | 248 | 0.6852 | 0.1475 | 0.6852 | 0.8277 |
| No log | 3.7313 | 250 | 0.6240 | 0.2527 | 0.6240 | 0.7899 |
| No log | 3.7612 | 252 | 0.6429 | 0.2432 | 0.6429 | 0.8018 |
| No log | 3.7910 | 254 | 0.7394 | 0.3237 | 0.7394 | 0.8599 |
| No log | 3.8209 | 256 | 1.0009 | 0.0078 | 1.0009 | 1.0004 |
| No log | 3.8507 | 258 | 0.9272 | 0.1597 | 0.9272 | 0.9629 |
| No log | 3.8806 | 260 | 0.6683 | 0.1823 | 0.6683 | 0.8175 |
| No log | 3.9104 | 262 | 0.5815 | 0.2533 | 0.5815 | 0.7626 |
| No log | 3.9403 | 264 | 0.5655 | 0.1304 | 0.5655 | 0.7520 |
| No log | 3.9701 | 266 | 0.6074 | 0.2201 | 0.6074 | 0.7794 |
| No log | 4.0 | 268 | 0.5705 | 0.1467 | 0.5705 | 0.7553 |
| No log | 4.0299 | 270 | 0.6006 | 0.1206 | 0.6006 | 0.7750 |
| No log | 4.0597 | 272 | 0.8544 | 0.1652 | 0.8544 | 0.9243 |
| No log | 4.0896 | 274 | 0.9261 | 0.1347 | 0.9261 | 0.9623 |
| No log | 4.1194 | 276 | 0.8004 | 0.1930 | 0.8004 | 0.8946 |
| No log | 4.1493 | 278 | 0.6097 | 0.2914 | 0.6097 | 0.7808 |
| No log | 4.1791 | 280 | 0.6050 | 0.2914 | 0.6050 | 0.7778 |
| No log | 4.2090 | 282 | 0.6656 | 0.2811 | 0.6656 | 0.8158 |
| No log | 4.2388 | 284 | 0.7151 | 0.1852 | 0.7151 | 0.8456 |
| No log | 4.2687 | 286 | 0.6211 | 0.2893 | 0.6211 | 0.7881 |
| No log | 4.2985 | 288 | 0.5599 | 0.4413 | 0.5599 | 0.7483 |
| No log | 4.3284 | 290 | 0.5699 | 0.4475 | 0.5699 | 0.7549 |
| No log | 4.3582 | 292 | 0.6507 | 0.1841 | 0.6507 | 0.8067 |
| No log | 4.3881 | 294 | 0.8789 | 0.2000 | 0.8789 | 0.9375 |
| No log | 4.4179 | 296 | 0.9216 | 0.2000 | 0.9216 | 0.9600 |
| No log | 4.4478 | 298 | 0.7272 | 0.2294 | 0.7272 | 0.8528 |
| No log | 4.4776 | 300 | 0.5579 | 0.3533 | 0.5579 | 0.7469 |
| No log | 4.5075 | 302 | 0.6124 | 0.2090 | 0.6124 | 0.7825 |
| No log | 4.5373 | 304 | 0.5865 | 0.2683 | 0.5865 | 0.7658 |
| No log | 4.5672 | 306 | 0.6267 | 0.1795 | 0.6267 | 0.7916 |
| No log | 4.5970 | 308 | 0.7423 | 0.2308 | 0.7423 | 0.8616 |
| No log | 4.6269 | 310 | 0.7743 | 0.2300 | 0.7743 | 0.8800 |
| No log | 4.6567 | 312 | 0.6670 | 0.2174 | 0.6670 | 0.8167 |
| No log | 4.6866 | 314 | 0.6132 | 0.2000 | 0.6132 | 0.7831 |
| No log | 4.7164 | 316 | 0.6300 | 0.2000 | 0.6300 | 0.7937 |
| No log | 4.7463 | 318 | 0.6991 | 0.2079 | 0.6991 | 0.8361 |
| No log | 4.7761 | 320 | 0.8254 | 0.1795 | 0.8254 | 0.9085 |
| No log | 4.8060 | 322 | 0.8699 | 0.1799 | 0.8699 | 0.9327 |
| No log | 4.8358 | 324 | 0.7971 | 0.1786 | 0.7971 | 0.8928 |
| No log | 4.8657 | 326 | 0.7911 | 0.1790 | 0.7911 | 0.8894 |
| No log | 4.8955 | 328 | 0.7125 | 0.2079 | 0.7125 | 0.8441 |
| No log | 4.9254 | 330 | 0.6234 | 0.3333 | 0.6234 | 0.7896 |
| No log | 4.9552 | 332 | 0.6138 | 0.2096 | 0.6138 | 0.7834 |
| No log | 4.9851 | 334 | 0.6568 | 0.1638 | 0.6568 | 0.8104 |
| No log | 5.0149 | 336 | 0.7383 | 0.2233 | 0.7383 | 0.8593 |
| No log | 5.0448 | 338 | 0.7425 | 0.2233 | 0.7425 | 0.8617 |
| No log | 5.0746 | 340 | 0.6584 | 0.1813 | 0.6584 | 0.8114 |
| No log | 5.1045 | 342 | 0.6168 | 0.1813 | 0.6168 | 0.7854 |
| No log | 5.1343 | 344 | 0.6554 | 0.2265 | 0.6554 | 0.8096 |
| No log | 5.1642 | 346 | 0.6315 | 0.1828 | 0.6315 | 0.7947 |
| No log | 5.1940 | 348 | 0.5818 | 0.2308 | 0.5818 | 0.7628 |
| No log | 5.2239 | 350 | 0.5515 | 0.2485 | 0.5515 | 0.7426 |
| No log | 5.2537 | 352 | 0.5656 | 0.2308 | 0.5656 | 0.7521 |
| No log | 5.2836 | 354 | 0.6199 | 0.2749 | 0.6199 | 0.7873 |
| No log | 5.3134 | 356 | 0.7564 | 0.1925 | 0.7564 | 0.8697 |
| No log | 5.3433 | 358 | 0.7792 | 0.1925 | 0.7792 | 0.8827 |
| No log | 5.3731 | 360 | 0.6607 | 0.1837 | 0.6607 | 0.8129 |
| No log | 5.4030 | 362 | 0.5726 | 0.1484 | 0.5726 | 0.7567 |
| No log | 5.4328 | 364 | 0.5792 | 0.3412 | 0.5792 | 0.7610 |
| No log | 5.4627 | 366 | 0.5979 | 0.2393 | 0.5979 | 0.7733 |
| No log | 5.4925 | 368 | 0.7544 | 0.1927 | 0.7544 | 0.8686 |
| No log | 5.5224 | 370 | 1.0463 | 0.1686 | 1.0463 | 1.0229 |
| No log | 5.5522 | 372 | 1.0721 | 0.1077 | 1.0721 | 1.0354 |
| No log | 5.5821 | 374 | 0.8659 | 0.2000 | 0.8659 | 0.9305 |
| No log | 5.6119 | 376 | 0.6120 | 0.1899 | 0.6120 | 0.7823 |
| No log | 5.6418 | 378 | 0.5719 | 0.2471 | 0.5719 | 0.7563 |
| No log | 5.6716 | 380 | 0.5789 | 0.3520 | 0.5789 | 0.7609 |
| No log | 5.7015 | 382 | 0.5814 | 0.1579 | 0.5814 | 0.7625 |
| No log | 5.7313 | 384 | 0.6345 | 0.1905 | 0.6345 | 0.7965 |
| No log | 5.7612 | 386 | 0.7177 | 0.1927 | 0.7177 | 0.8471 |
| No log | 5.7910 | 388 | 0.7187 | 0.2315 | 0.7187 | 0.8478 |
| No log | 5.8209 | 390 | 0.6633 | 0.1724 | 0.6633 | 0.8144 |
| No log | 5.8507 | 392 | 0.6324 | 0.0805 | 0.6324 | 0.7953 |
| No log | 5.8806 | 394 | 0.6236 | 0.1111 | 0.6236 | 0.7897 |
| No log | 5.9104 | 396 | 0.6243 | 0.1111 | 0.6243 | 0.7901 |
| No log | 5.9403 | 398 | 0.6718 | 0.2169 | 0.6718 | 0.8197 |
| No log | 5.9701 | 400 | 0.7143 | 0.2239 | 0.7143 | 0.8451 |
| No log | 6.0 | 402 | 0.6678 | 0.2169 | 0.6678 | 0.8172 |
| No log | 6.0299 | 404 | 0.6102 | 0.2093 | 0.6102 | 0.7811 |
| No log | 6.0597 | 406 | 0.6373 | 0.1724 | 0.6373 | 0.7983 |
| No log | 6.0896 | 408 | 0.6182 | 0.1724 | 0.6182 | 0.7862 |
| No log | 6.1194 | 410 | 0.6393 | 0.1813 | 0.6393 | 0.7995 |
| No log | 6.1493 | 412 | 0.6146 | 0.1813 | 0.6146 | 0.7840 |
| No log | 6.1791 | 414 | 0.6008 | 0.2575 | 0.6008 | 0.7751 |
| No log | 6.2090 | 416 | 0.6090 | 0.2189 | 0.6090 | 0.7804 |
| No log | 6.2388 | 418 | 0.6209 | 0.1345 | 0.6209 | 0.7880 |
| No log | 6.2687 | 420 | 0.6771 | 0.1837 | 0.6771 | 0.8229 |
| No log | 6.2985 | 422 | 0.7049 | 0.1845 | 0.7049 | 0.8396 |
| No log | 6.3284 | 424 | 0.6891 | 0.1837 | 0.6891 | 0.8301 |
| No log | 6.3582 | 426 | 0.6677 | 0.1832 | 0.6677 | 0.8171 |
| No log | 6.3881 | 428 | 0.6205 | 0.1801 | 0.6205 | 0.7877 |
| No log | 6.4179 | 430 | 0.6094 | 0.1788 | 0.6094 | 0.7806 |
| No log | 6.4478 | 432 | 0.6243 | 0.1795 | 0.6243 | 0.7901 |
| No log | 6.4776 | 434 | 0.6279 | 0.1795 | 0.6279 | 0.7924 |
| No log | 6.5075 | 436 | 0.5915 | 0.1169 | 0.5915 | 0.7691 |
| No log | 6.5373 | 438 | 0.5941 | 0.1902 | 0.5941 | 0.7707 |
| No log | 6.5672 | 440 | 0.6053 | 0.1807 | 0.6053 | 0.7780 |
| No log | 6.5970 | 442 | 0.6366 | 0.1445 | 0.6366 | 0.7979 |
| No log | 6.6269 | 444 | 0.6617 | 0.1163 | 0.6617 | 0.8135 |
| No log | 6.6567 | 446 | 0.6566 | 0.1059 | 0.6566 | 0.8103 |
| No log | 6.6866 | 448 | 0.6399 | 0.1648 | 0.6399 | 0.8000 |
| No log | 6.7164 | 450 | 0.6425 | 0.1364 | 0.6425 | 0.8016 |
| No log | 6.7463 | 452 | 0.6915 | 0.2169 | 0.6915 | 0.8316 |
| No log | 6.7761 | 454 | 0.6970 | 0.2165 | 0.6970 | 0.8348 |
| No log | 6.8060 | 456 | 0.6810 | 0.2169 | 0.6810 | 0.8252 |
| No log | 6.8358 | 458 | 0.6561 | 0.2174 | 0.6561 | 0.8100 |
| No log | 6.8657 | 460 | 0.6040 | 0.1500 | 0.6040 | 0.7771 |
| No log | 6.8955 | 462 | 0.5995 | 0.1902 | 0.5995 | 0.7743 |
| No log | 6.9254 | 464 | 0.6154 | 0.1617 | 0.6154 | 0.7845 |
| No log | 6.9552 | 466 | 0.6316 | 0.2189 | 0.6316 | 0.7947 |
| No log | 6.9851 | 468 | 0.6304 | 0.2093 | 0.6304 | 0.7940 |
| No log | 7.0149 | 470 | 0.6313 | 0.2093 | 0.6313 | 0.7945 |
| No log | 7.0448 | 472 | 0.6037 | 0.1605 | 0.6037 | 0.7770 |
| No log | 7.0746 | 474 | 0.5979 | 0.1484 | 0.5979 | 0.7733 |
| No log | 7.1045 | 476 | 0.5992 | 0.1605 | 0.5992 | 0.7741 |
| No log | 7.1343 | 478 | 0.6010 | 0.1605 | 0.6010 | 0.7752 |
| No log | 7.1642 | 480 | 0.5994 | 0.1605 | 0.5994 | 0.7742 |
| No log | 7.1940 | 482 | 0.6298 | 0.2644 | 0.6298 | 0.7936 |
| No log | 7.2239 | 484 | 0.7134 | 0.1915 | 0.7134 | 0.8446 |
| No log | 7.2537 | 486 | 0.7463 | 0.1917 | 0.7463 | 0.8639 |
| No log | 7.2836 | 488 | 0.7258 | 0.1915 | 0.7258 | 0.8520 |
| No log | 7.3134 | 490 | 0.6724 | 0.1746 | 0.6724 | 0.8200 |
| No log | 7.3433 | 492 | 0.6242 | 0.2258 | 0.6242 | 0.7901 |
| No log | 7.3731 | 494 | 0.6267 | 0.2258 | 0.6267 | 0.7916 |
| No log | 7.4030 | 496 | 0.6426 | 0.2258 | 0.6426 | 0.8016 |
| No log | 7.4328 | 498 | 0.6740 | 0.2421 | 0.6740 | 0.8210 |
| 0.4268 | 7.4627 | 500 | 0.7172 | 0.2174 | 0.7172 | 0.8469 |
| 0.4268 | 7.4925 | 502 | 0.7906 | 0.1776 | 0.7906 | 0.8892 |
| 0.4268 | 7.5224 | 504 | 0.8180 | 0.1927 | 0.8180 | 0.9045 |
| 0.4268 | 7.5522 | 506 | 0.7698 | 0.1845 | 0.7698 | 0.8774 |
| 0.4268 | 7.5821 | 508 | 0.6824 | 0.1732 | 0.6824 | 0.8261 |
| 0.4268 | 7.6119 | 510 | 0.6437 | 0.2000 | 0.6437 | 0.8023 |
| 0.4268 | 7.6418 | 512 | 0.6186 | 0.1807 | 0.6186 | 0.7865 |
| 0.4268 | 7.6716 | 514 | 0.6181 | 0.3054 | 0.6181 | 0.7862 |
| 0.4268 | 7.7015 | 516 | 0.6225 | 0.2727 | 0.6225 | 0.7890 |
| 0.4268 | 7.7313 | 518 | 0.6721 | 0.2174 | 0.6721 | 0.8198 |
| 0.4268 | 7.7612 | 520 | 0.7958 | 0.2217 | 0.7958 | 0.8921 |
| 0.4268 | 7.7910 | 522 | 0.8998 | 0.1933 | 0.8998 | 0.9486 |
| 0.4268 | 7.8209 | 524 | 0.8903 | 0.1933 | 0.8903 | 0.9435 |
| 0.4268 | 7.8507 | 526 | 0.8145 | 0.2294 | 0.8145 | 0.9025 |
| 0.4268 | 7.8806 | 528 | 0.7034 | 0.2251 | 0.7034 | 0.8387 |
| 0.4268 | 7.9104 | 530 | 0.6313 | 0.2457 | 0.6313 | 0.7945 |
| 0.4268 | 7.9403 | 532 | 0.6175 | 0.1905 | 0.6175 | 0.7858 |
| 0.4268 | 7.9701 | 534 | 0.6177 | 0.2281 | 0.6177 | 0.7859 |
| 0.4268 | 8.0 | 536 | 0.6373 | 0.2457 | 0.6373 | 0.7983 |
| 0.4268 | 8.0299 | 538 | 0.7002 | 0.2174 | 0.7002 | 0.8368 |
| 0.4268 | 8.0597 | 540 | 0.7624 | 0.1845 | 0.7624 | 0.8731 |
| 0.4268 | 8.0896 | 542 | 0.7573 | 0.1841 | 0.7573 | 0.8703 |
| 0.4268 | 8.1194 | 544 | 0.7143 | 0.2174 | 0.7143 | 0.8451 |
| 0.4268 | 8.1493 | 546 | 0.6715 | 0.2086 | 0.6715 | 0.8195 |
| 0.4268 | 8.1791 | 548 | 0.6467 | 0.2370 | 0.6467 | 0.8042 |
| 0.4268 | 8.2090 | 550 | 0.6485 | 0.2727 | 0.6485 | 0.8053 |
| 0.4268 | 8.2388 | 552 | 0.6541 | 0.2809 | 0.6541 | 0.8088 |
| 0.4268 | 8.2687 | 554 | 0.6670 | 0.2865 | 0.6670 | 0.8167 |
| 0.4268 | 8.2985 | 556 | 0.6765 | 0.2865 | 0.6765 | 0.8225 |
| 0.4268 | 8.3284 | 558 | 0.6924 | 0.2086 | 0.6924 | 0.8321 |
| 0.4268 | 8.3582 | 560 | 0.7149 | 0.2174 | 0.7149 | 0.8455 |
| 0.4268 | 8.3881 | 562 | 0.7192 | 0.2174 | 0.7192 | 0.8481 |
| 0.4268 | 8.4179 | 564 | 0.7030 | 0.2174 | 0.7030 | 0.8385 |
| 0.4268 | 8.4478 | 566 | 0.6978 | 0.2174 | 0.6978 | 0.8353 |
| 0.4268 | 8.4776 | 568 | 0.6931 | 0.2086 | 0.6931 | 0.8325 |
| 0.4268 | 8.5075 | 570 | 0.6923 | 0.2086 | 0.6923 | 0.8321 |
| 0.4268 | 8.5373 | 572 | 0.6918 | 0.2174 | 0.6918 | 0.8318 |
| 0.4268 | 8.5672 | 574 | 0.6937 | 0.2174 | 0.6937 | 0.8329 |
| 0.4268 | 8.5970 | 576 | 0.6967 | 0.2174 | 0.6967 | 0.8347 |
| 0.4268 | 8.6269 | 578 | 0.6929 | 0.2174 | 0.6929 | 0.8324 |
| 0.4268 | 8.6567 | 580 | 0.6701 | 0.2174 | 0.6701 | 0.8186 |
| 0.4268 | 8.6866 | 582 | 0.6566 | 0.2174 | 0.6566 | 0.8103 |
| 0.4268 | 8.7164 | 584 | 0.6459 | 0.2626 | 0.6459 | 0.8037 |
| 0.4268 | 8.7463 | 586 | 0.6482 | 0.2626 | 0.6482 | 0.8051 |
| 0.4268 | 8.7761 | 588 | 0.6514 | 0.2626 | 0.6514 | 0.8071 |
| 0.4268 | 8.8060 | 590 | 0.6607 | 0.2174 | 0.6607 | 0.8128 |
| 0.4268 | 8.8358 | 592 | 0.6568 | 0.2174 | 0.6568 | 0.8104 |
| 0.4268 | 8.8657 | 594 | 0.6606 | 0.2174 | 0.6606 | 0.8128 |
| 0.4268 | 8.8955 | 596 | 0.6643 | 0.2174 | 0.6643 | 0.8150 |
| 0.4268 | 8.9254 | 598 | 0.6722 | 0.2174 | 0.6722 | 0.8199 |
| 0.4268 | 8.9552 | 600 | 0.6821 | 0.2174 | 0.6821 | 0.8259 |
| 0.4268 | 8.9851 | 602 | 0.6803 | 0.2174 | 0.6803 | 0.8248 |
| 0.4268 | 9.0149 | 604 | 0.6598 | 0.2174 | 0.6598 | 0.8123 |
| 0.4268 | 9.0448 | 606 | 0.6399 | 0.2542 | 0.6399 | 0.8000 |
| 0.4268 | 9.0746 | 608 | 0.6383 | 0.2542 | 0.6383 | 0.7989 |
| 0.4268 | 9.1045 | 610 | 0.6345 | 0.1605 | 0.6345 | 0.7966 |
| 0.4268 | 9.1343 | 612 | 0.6353 | 0.2096 | 0.6353 | 0.7970 |
| 0.4268 | 9.1642 | 614 | 0.6414 | 0.2542 | 0.6414 | 0.8009 |
| 0.4268 | 9.1940 | 616 | 0.6456 | 0.2542 | 0.6456 | 0.8035 |
| 0.4268 | 9.2239 | 618 | 0.6485 | 0.2644 | 0.6485 | 0.8053 |
| 0.4268 | 9.2537 | 620 | 0.6593 | 0.2174 | 0.6593 | 0.8120 |
| 0.4268 | 9.2836 | 622 | 0.6750 | 0.2174 | 0.6750 | 0.8216 |
| 0.4268 | 9.3134 | 624 | 0.6774 | 0.2174 | 0.6774 | 0.8230 |
| 0.4268 | 9.3433 | 626 | 0.6655 | 0.2174 | 0.6655 | 0.8158 |
| 0.4268 | 9.3731 | 628 | 0.6482 | 0.2644 | 0.6482 | 0.8051 |
| 0.4268 | 9.4030 | 630 | 0.6395 | 0.2663 | 0.6395 | 0.7997 |
| 0.4268 | 9.4328 | 632 | 0.6358 | 0.2663 | 0.6358 | 0.7974 |
| 0.4268 | 9.4627 | 634 | 0.6342 | 0.2663 | 0.6342 | 0.7964 |
| 0.4268 | 9.4925 | 636 | 0.6298 | 0.2558 | 0.6298 | 0.7936 |
| 0.4268 | 9.5224 | 638 | 0.6248 | 0.1605 | 0.6248 | 0.7905 |
| 0.4268 | 9.5522 | 640 | 0.6241 | 0.1605 | 0.6241 | 0.7900 |
| 0.4268 | 9.5821 | 642 | 0.6267 | 0.1605 | 0.6267 | 0.7916 |
| 0.4268 | 9.6119 | 644 | 0.6294 | 0.2096 | 0.6294 | 0.7934 |
| 0.4268 | 9.6418 | 646 | 0.6336 | 0.2558 | 0.6336 | 0.7960 |
| 0.4268 | 9.6716 | 648 | 0.6414 | 0.2644 | 0.6414 | 0.8009 |
| 0.4268 | 9.7015 | 650 | 0.6504 | 0.2644 | 0.6504 | 0.8065 |
| 0.4268 | 9.7313 | 652 | 0.6615 | 0.2174 | 0.6615 | 0.8133 |
| 0.4268 | 9.7612 | 654 | 0.6690 | 0.2174 | 0.6690 | 0.8179 |
| 0.4268 | 9.7910 | 656 | 0.6731 | 0.2174 | 0.6731 | 0.8205 |
| 0.4268 | 9.8209 | 658 | 0.6758 | 0.2174 | 0.6758 | 0.8221 |
| 0.4268 | 9.8507 | 660 | 0.6797 | 0.2174 | 0.6797 | 0.8244 |
| 0.4268 | 9.8806 | 662 | 0.6826 | 0.2174 | 0.6826 | 0.8262 |
| 0.4268 | 9.9104 | 664 | 0.6853 | 0.2174 | 0.6853 | 0.8278 |
| 0.4268 | 9.9403 | 666 | 0.6863 | 0.2174 | 0.6863 | 0.8285 |
| 0.4268 | 9.9701 | 668 | 0.6862 | 0.2174 | 0.6862 | 0.8284 |
| 0.4268 | 10.0 | 670 | 0.6860 | 0.2174 | 0.6860 | 0.8282 |