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MayBashendy/ArabicNewSplits4_FineTuningAraBERT_run1_AugV5_k17_task3_organization
ArabicNewSplits4_FineTuningAraBERT_run1_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 | 0.8863 | 0.1549 | 0.8863 | 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 | 0.6438 | 0.0769 | 0.6438 | 0.8024 |
| No log | 1.0448 | 70 | 0.6989 | 0.0123 | 0.6989 | 0.8360 |
| No log | 1.0746 | 72 | 0.9498 | 0.0823 | 0.9498 | 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 | 0.6600 | 0.0769 | 0.6600 | 0.8124 |
| No log | 1.2239 | 82 | 0.6533 | -0.0612 | 0.6533 | 0.8082 |
| No log | 1.2537 | 84 | 0.8151 | 0.0476 | 0.8151 | 0.9028 |
| No log | 1.2836 | 86 | 0.7269 | -0.0115 | 0.7269 | 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 | 0.7834 | 0.2251 | 0.7834 | 0.8851 |
| No log | 1.4328 | 96 | 1.0150 | 0.0114 | 1.0150 | 1.0075 |
| No log | 1.4627 | 98 | 0.8994 | 0.1570 | 0.8994 | 0.9484 |
| No log | 1.4925 | 100 | 0.7672 | 0.1675 | 0.7672 | 0.8759 |
| No log | 1.5224 | 102 | 0.7183 | 0.2093 | 0.7183 | 0.8475 |
| No log | 1.5522 | 104 | 0.8243 | 0.2332 | 0.8243 | 0.9079 |
| No log | 1.5821 | 106 | 0.7789 | 0.2350 | 0.7789 | 0.8826 |
| 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 | 0.9482 | 0.0588 | 0.9482 | 0.9737 |
| No log | 1.7313 | 116 | 1.0163 | 0.0114 | 1.0163 | 1.0081 |
| No log | 1.7612 | 118 | 0.7944 | 0.1705 | 0.7944 | 0.8913 |
| No log | 1.7910 | 120 | 0.7608 | 0.2140 | 0.7608 | 0.8723 |
| No log | 1.8209 | 122 | 0.8844 | 0.1441 | 0.8844 | 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 | 1.3859 | 0.0222 | 1.3859 | 1.1772 |
| No log | 1.9403 | 130 | 0.9794 | 0.1366 | 0.9794 | 0.9896 |
| No log | 1.9701 | 132 | 0.9549 | 0.1273 | 0.9549 | 0.9772 |
| No log | 2.0 | 134 | 1.2366 | -0.0034 | 1.2366 | 1.1120 |
| No log | 2.0299 | 136 | 1.2606 | 0.0210 | 1.2606 | 1.1228 |
| No log | 2.0597 | 138 | 1.0822 | 0.0376 | 1.0822 | 1.0403 |
| No log | 2.0896 | 140 | 0.8352 | -0.0476 | 0.8352 | 0.9139 |
| 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 | 0.7499 | 0.0526 | 0.7499 | 0.8660 |
| No log | 2.2090 | 148 | 0.7629 | 0.2169 | 0.7629 | 0.8735 |
| No log | 2.2388 | 150 | 0.8800 | 0.1549 | 0.8800 | 0.9381 |
| No log | 2.2687 | 152 | 0.9891 | 0.0431 | 0.9891 | 0.9946 |
| No log | 2.2985 | 154 | 0.8849 | 0.1319 | 0.8849 | 0.9407 |
| No log | 2.3284 | 156 | 0.7345 | 0.2315 | 0.7345 | 0.8570 |
| No log | 2.3582 | 158 | 0.7761 | 0.24 | 0.7761 | 0.8810 |
| No log | 2.3881 | 160 | 1.0907 | 0.0222 | 1.0907 | 1.0444 |
| No log | 2.4179 | 162 | 1.1464 | 0.0316 | 1.1464 | 1.0707 |
| No log | 2.4478 | 164 | 0.8226 | 0.2000 | 0.8226 | 0.9070 |
| No log | 2.4776 | 166 | 0.7063 | 0.24 | 0.7063 | 0.8404 |
| No log | 2.5075 | 168 | 0.7281 | 0.3010 | 0.7281 | 0.8533 |
| No log | 2.5373 | 170 | 0.8809 | 0.1261 | 0.8809 | 0.9386 |
| No log | 2.5672 | 172 | 0.8904 | 0.0924 | 0.8904 | 0.9436 |
| No log | 2.5970 | 174 | 0.7503 | 0.2986 | 0.7503 | 0.8662 |
| No log | 2.6269 | 176 | 0.8799 | 0.1186 | 0.8799 | 0.9381 |
| No log | 2.6567 | 178 | 1.1198 | 0.0857 | 1.1198 | 1.0582 |
| No log | 2.6866 | 180 | 0.8991 | 0.1588 | 0.8991 | 0.9482 |
| No log | 2.7164 | 182 | 0.6326 | 0.1243 | 0.6326 | 0.7953 |
| No log | 2.7463 | 184 | 0.6263 | 0.2281 | 0.6263 | 0.7914 |
| No log | 2.7761 | 186 | 0.7080 | 0.2593 | 0.7080 | 0.8414 |
| No log | 2.8060 | 188 | 0.8070 | 0.1481 | 0.8070 | 0.8984 |
| No log | 2.8358 | 190 | 0.7167 | 0.2165 | 0.7167 | 0.8466 |
| No log | 2.8657 | 192 | 0.6401 | 0.2444 | 0.6401 | 0.8001 |
| No log | 2.8955 | 194 | 0.6439 | 0.2941 | 0.6439 | 0.8024 |
| No log | 2.9254 | 196 | 0.7369 | 0.1416 | 0.7369 | 0.8584 |
| No log | 2.9552 | 198 | 0.8967 | 0.1931 | 0.8967 | 0.9469 |
| No log | 2.9851 | 200 | 0.7152 | 0.1848 | 0.7152 | 0.8457 |
| No log | 3.0149 | 202 | 0.6882 | 0.1845 | 0.6882 | 0.8296 |
| No log | 3.0448 | 204 | 0.6008 | 0.3735 | 0.6008 | 0.7751 |
| No log | 3.0746 | 206 | 0.6163 | 0.3374 | 0.6163 | 0.7851 |
| No log | 3.1045 | 208 | 0.7180 | 0.3367 | 0.7180 | 0.8473 |
| No log | 3.1343 | 210 | 0.8993 | 0.1515 | 0.8993 | 0.9483 |
| No log | 3.1642 | 212 | 0.8312 | 0.2877 | 0.8312 | 0.9117 |
| No log | 3.1940 | 214 | 0.8574 | 0.2222 | 0.8574 | 0.9260 |
| No log | 3.2239 | 216 | 0.9088 | 0.1570 | 0.9088 | 0.9533 |
| No log | 3.2537 | 218 | 0.8976 | 0.1570 | 0.8976 | 0.9474 |
| No log | 3.2836 | 220 | 1.1553 | 0.0035 | 1.1553 | 1.0748 |
| No log | 3.3134 | 222 | 1.1850 | 0.0345 | 1.1850 | 1.0886 |
| No log | 3.3433 | 224 | 0.9311 | 0.0901 | 0.9311 | 0.9649 |
| No log | 3.3731 | 226 | 0.7827 | 0.2308 | 0.7827 | 0.8847 |
| No log | 3.4030 | 228 | 0.8522 | 0.1925 | 0.8522 | 0.9232 |
| No log | 3.4328 | 230 | 0.9031 | 0.1925 | 0.9031 | 0.9503 |
| No log | 3.4627 | 232 | 0.8560 | 0.1925 | 0.8560 | 0.9252 |
| No log | 3.4925 | 234 | 1.0361 | 0.0672 | 1.0361 | 1.0179 |
| No log | 3.5224 | 236 | 1.3564 | 0.0968 | 1.3564 | 1.1646 |
| No log | 3.5522 | 238 | 1.1903 | 0.0877 | 1.1903 | 1.0910 |
| No log | 3.5821 | 240 | 0.6973 | 0.2174 | 0.6973 | 0.8351 |
| No log | 3.6119 | 242 | 0.6109 | 0.3103 | 0.6109 | 0.7816 |
| No log | 3.6418 | 244 | 0.6673 | 0.1910 | 0.6673 | 0.8169 |
| No log | 3.6716 | 246 | 0.8492 | 0.1628 | 0.8492 | 0.9215 |
| No log | 3.7015 | 248 | 0.7477 | 0.2315 | 0.7477 | 0.8647 |
| No log | 3.7313 | 250 | 0.6266 | 0.2832 | 0.6266 | 0.7916 |
| No log | 3.7612 | 252 | 0.6379 | 0.2889 | 0.6379 | 0.7987 |
| No log | 3.7910 | 254 | 0.7015 | 0.25 | 0.7015 | 0.8376 |
| No log | 3.8209 | 256 | 0.9647 | 0.0968 | 0.9647 | 0.9822 |
| No log | 3.8507 | 258 | 0.9221 | 0.1597 | 0.9221 | 0.9603 |
| No log | 3.8806 | 260 | 0.6722 | 0.2990 | 0.6722 | 0.8199 |
| No log | 3.9104 | 262 | 0.5926 | 0.3000 | 0.5926 | 0.7698 |
| No log | 3.9403 | 264 | 0.5716 | 0.2418 | 0.5716 | 0.7561 |
| No log | 3.9701 | 266 | 0.5875 | 0.2418 | 0.5875 | 0.7665 |
| No log | 4.0 | 268 | 0.5648 | 0.2215 | 0.5648 | 0.7515 |
| No log | 4.0299 | 270 | 0.6207 | 0.2418 | 0.6207 | 0.7878 |
| No log | 4.0597 | 272 | 0.8760 | 0.1333 | 0.8760 | 0.9359 |
| No log | 4.0896 | 274 | 0.8991 | 0.1347 | 0.8991 | 0.9482 |
| No log | 4.1194 | 276 | 0.7424 | 0.1925 | 0.7424 | 0.8616 |
| No log | 4.1493 | 278 | 0.5927 | 0.3182 | 0.5927 | 0.7699 |
| No log | 4.1791 | 280 | 0.5959 | 0.3295 | 0.5959 | 0.7720 |
| No log | 4.2090 | 282 | 0.7085 | 0.2227 | 0.7085 | 0.8417 |
| No log | 4.2388 | 284 | 0.7895 | 0.1570 | 0.7895 | 0.8886 |
| No log | 4.2687 | 286 | 0.6510 | 0.2744 | 0.6510 | 0.8069 |
| No log | 4.2985 | 288 | 0.5732 | 0.4802 | 0.5732 | 0.7571 |
| No log | 4.3284 | 290 | 0.5790 | 0.4483 | 0.5790 | 0.7609 |
| No log | 4.3582 | 292 | 0.6713 | 0.1845 | 0.6713 | 0.8193 |
| No log | 4.3881 | 294 | 0.9202 | 0.2000 | 0.9202 | 0.9593 |
| No log | 4.4179 | 296 | 0.9596 | 0.2000 | 0.9596 | 0.9796 |
| No log | 4.4478 | 298 | 0.7469 | 0.2294 | 0.7469 | 0.8642 |
| No log | 4.4776 | 300 | 0.5660 | 0.3533 | 0.5660 | 0.7524 |
| No log | 4.5075 | 302 | 0.6215 | 0.2857 | 0.6215 | 0.7883 |
| No log | 4.5373 | 304 | 0.5959 | 0.3103 | 0.5959 | 0.7719 |
| No log | 4.5672 | 306 | 0.6212 | 0.1698 | 0.6212 | 0.7882 |
| No log | 4.5970 | 308 | 0.7404 | 0.1848 | 0.7404 | 0.8605 |
| No log | 4.6269 | 310 | 0.7886 | 0.1925 | 0.7886 | 0.8881 |
| No log | 4.6567 | 312 | 0.6855 | 0.2169 | 0.6855 | 0.8280 |
| No log | 4.6866 | 314 | 0.6226 | 0.2000 | 0.6226 | 0.7891 |
| No log | 4.7164 | 316 | 0.6431 | 0.2273 | 0.6431 | 0.8019 |
| No log | 4.7463 | 318 | 0.7078 | 0.3052 | 0.7078 | 0.8413 |
| No log | 4.7761 | 320 | 0.8142 | 0.1786 | 0.8142 | 0.9023 |
| No log | 4.8060 | 322 | 0.9282 | 0.1475 | 0.9282 | 0.9634 |
| No log | 4.8358 | 324 | 0.8811 | 0.1790 | 0.8811 | 0.9387 |
| No log | 4.8657 | 326 | 0.7997 | 0.2727 | 0.7997 | 0.8943 |
| No log | 4.8955 | 328 | 0.7315 | 0.2780 | 0.7315 | 0.8553 |
| No log | 4.9254 | 330 | 0.6494 | 0.3224 | 0.6494 | 0.8059 |
| No log | 4.9552 | 332 | 0.6364 | 0.3446 | 0.6364 | 0.7978 |
| No log | 4.9851 | 334 | 0.6790 | 0.2081 | 0.6790 | 0.8240 |
| No log | 5.0149 | 336 | 0.7387 | 0.2157 | 0.7387 | 0.8595 |
| No log | 5.0448 | 338 | 0.7272 | 0.2239 | 0.7272 | 0.8528 |
| No log | 5.0746 | 340 | 0.6442 | 0.1638 | 0.6442 | 0.8026 |
| No log | 5.1045 | 342 | 0.6070 | 0.1638 | 0.6070 | 0.7791 |
| No log | 5.1343 | 344 | 0.6465 | 0.1832 | 0.6465 | 0.8041 |
| No log | 5.1642 | 346 | 0.6258 | 0.1823 | 0.6258 | 0.7911 |
| No log | 5.1940 | 348 | 0.5742 | 0.1801 | 0.5742 | 0.7578 |
| No log | 5.2239 | 350 | 0.5430 | 0.3684 | 0.5430 | 0.7369 |
| No log | 5.2537 | 352 | 0.5550 | 0.2704 | 0.5550 | 0.7450 |
| No log | 5.2836 | 354 | 0.6096 | 0.1364 | 0.6096 | 0.7808 |
| No log | 5.3134 | 356 | 0.7400 | 0.1925 | 0.7400 | 0.8602 |
| No log | 5.3433 | 358 | 0.7422 | 0.1925 | 0.7422 | 0.8615 |
| No log | 5.3731 | 360 | 0.6276 | 0.1828 | 0.6276 | 0.7922 |
| No log | 5.4030 | 362 | 0.5649 | 0.2795 | 0.5649 | 0.7516 |
| No log | 5.4328 | 364 | 0.5733 | 0.3412 | 0.5733 | 0.7572 |
| No log | 5.4627 | 366 | 0.5964 | 0.2281 | 0.5964 | 0.7723 |
| No log | 5.4925 | 368 | 0.7608 | 0.1928 | 0.7608 | 0.8722 |
| No log | 5.5224 | 370 | 1.0605 | 0.1111 | 1.0605 | 1.0298 |
| No log | 5.5522 | 372 | 1.0847 | 0.1418 | 1.0847 | 1.0415 |
| No log | 5.5821 | 374 | 0.8663 | 0.2000 | 0.8663 | 0.9307 |
| No log | 5.6119 | 376 | 0.6080 | 0.2281 | 0.6080 | 0.7798 |
| No log | 5.6418 | 378 | 0.5712 | 0.2370 | 0.5712 | 0.7558 |
| No log | 5.6716 | 380 | 0.5805 | 0.2727 | 0.5805 | 0.7619 |
| No log | 5.7015 | 382 | 0.5752 | 0.2298 | 0.5752 | 0.7584 |
| No log | 5.7313 | 384 | 0.6358 | 0.2350 | 0.6358 | 0.7974 |
| No log | 5.7612 | 386 | 0.7221 | 0.1923 | 0.7221 | 0.8498 |
| No log | 5.7910 | 388 | 0.7223 | 0.1923 | 0.7223 | 0.8499 |
| No log | 5.8209 | 390 | 0.6615 | 0.1818 | 0.6615 | 0.8133 |
| No log | 5.8507 | 392 | 0.6285 | 0.2184 | 0.6285 | 0.7928 |
| No log | 5.8806 | 394 | 0.6225 | 0.1828 | 0.6225 | 0.7890 |
| No log | 5.9104 | 396 | 0.6194 | 0.1111 | 0.6194 | 0.7870 |
| No log | 5.9403 | 398 | 0.6687 | 0.1739 | 0.6687 | 0.8177 |
| No log | 5.9701 | 400 | 0.7392 | 0.1848 | 0.7392 | 0.8598 |
| No log | 6.0 | 402 | 0.7021 | 0.1841 | 0.7021 | 0.8379 |
| No log | 6.0299 | 404 | 0.6328 | 0.1724 | 0.6328 | 0.7955 |
| No log | 6.0597 | 406 | 0.6541 | 0.1818 | 0.6541 | 0.8087 |
| No log | 6.0896 | 408 | 0.6157 | 0.1813 | 0.6157 | 0.7847 |
| No log | 6.1194 | 410 | 0.6227 | 0.1813 | 0.6227 | 0.7891 |
| No log | 6.1493 | 412 | 0.6006 | 0.2265 | 0.6006 | 0.7750 |
| No log | 6.1791 | 414 | 0.6004 | 0.2273 | 0.6004 | 0.7749 |
| No log | 6.2090 | 416 | 0.6425 | 0.1381 | 0.6425 | 0.8016 |
| No log | 6.2388 | 418 | 0.6943 | 0.1837 | 0.6943 | 0.8332 |
| No log | 6.2687 | 420 | 0.7891 | 0.1927 | 0.7891 | 0.8883 |
| No log | 6.2985 | 422 | 0.8192 | 0.1928 | 0.8192 | 0.9051 |
| No log | 6.3284 | 424 | 0.7561 | 0.1925 | 0.7561 | 0.8695 |
| No log | 6.3582 | 426 | 0.6696 | 0.1398 | 0.6696 | 0.8183 |
| No log | 6.3881 | 428 | 0.6024 | 0.1801 | 0.6024 | 0.7761 |
| No log | 6.4179 | 430 | 0.5937 | 0.1788 | 0.5937 | 0.7705 |
| No log | 6.4478 | 432 | 0.6243 | 0.1807 | 0.6243 | 0.7901 |
| No log | 6.4776 | 434 | 0.6454 | 0.1813 | 0.6454 | 0.8033 |
| No log | 6.5075 | 436 | 0.6085 | 0.1304 | 0.6085 | 0.7801 |
| No log | 6.5373 | 438 | 0.6034 | 0.0545 | 0.6034 | 0.7768 |
| No log | 6.5672 | 440 | 0.6101 | 0.2179 | 0.6101 | 0.7811 |
| No log | 6.5970 | 442 | 0.6434 | 0.2265 | 0.6434 | 0.8021 |
| No log | 6.6269 | 444 | 0.6681 | 0.1556 | 0.6681 | 0.8174 |
| No log | 6.6567 | 446 | 0.6612 | 0.2265 | 0.6612 | 0.8132 |
| No log | 6.6866 | 448 | 0.6393 | 0.1648 | 0.6393 | 0.7996 |
| No log | 6.7164 | 450 | 0.6393 | 0.2609 | 0.6393 | 0.7995 |
| No log | 6.7463 | 452 | 0.6790 | 0.1638 | 0.6790 | 0.8240 |
| No log | 6.7761 | 454 | 0.6931 | 0.2169 | 0.6931 | 0.8325 |
| No log | 6.8060 | 456 | 0.6869 | 0.2169 | 0.6869 | 0.8288 |
| No log | 6.8358 | 458 | 0.6678 | 0.2169 | 0.6678 | 0.8172 |
| No log | 6.8657 | 460 | 0.6127 | 0.2000 | 0.6127 | 0.7828 |
| No log | 6.8955 | 462 | 0.6049 | 0.3636 | 0.6049 | 0.7778 |
| No log | 6.9254 | 464 | 0.6211 | 0.2000 | 0.6211 | 0.7881 |
| No log | 6.9552 | 466 | 0.6374 | 0.1638 | 0.6374 | 0.7984 |
| No log | 6.9851 | 468 | 0.6424 | 0.1638 | 0.6424 | 0.8015 |
| No log | 7.0149 | 470 | 0.6433 | 0.1638 | 0.6433 | 0.8021 |
| No log | 7.0448 | 472 | 0.6115 | 0.2471 | 0.6115 | 0.7820 |
| No log | 7.0746 | 474 | 0.6032 | 0.2000 | 0.6032 | 0.7767 |
| No log | 7.1045 | 476 | 0.6032 | 0.1592 | 0.6032 | 0.7766 |
| No log | 7.1343 | 478 | 0.6016 | 0.2099 | 0.6016 | 0.7756 |
| No log | 7.1642 | 480 | 0.5934 | 0.2099 | 0.5934 | 0.7703 |
| No log | 7.1940 | 482 | 0.6112 | 0.2195 | 0.6112 | 0.7818 |
| No log | 7.2239 | 484 | 0.6982 | 0.2350 | 0.6982 | 0.8356 |
| No log | 7.2537 | 486 | 0.7906 | 0.1921 | 0.7906 | 0.8892 |
| No log | 7.2836 | 488 | 0.7993 | 0.1923 | 0.7993 | 0.8941 |
| No log | 7.3134 | 490 | 0.7396 | 0.1917 | 0.7396 | 0.8600 |
| No log | 7.3433 | 492 | 0.6542 | 0.2174 | 0.6542 | 0.8088 |
| No log | 7.3731 | 494 | 0.6347 | 0.2000 | 0.6347 | 0.7967 |
| No log | 7.4030 | 496 | 0.6362 | 0.2258 | 0.6362 | 0.7977 |
| No log | 7.4328 | 498 | 0.6537 | 0.1398 | 0.6537 | 0.8085 |
| 0.4272 | 7.4627 | 500 | 0.6899 | 0.2000 | 0.6899 | 0.8306 |
| 0.4272 | 7.4925 | 502 | 0.7890 | 0.1770 | 0.7890 | 0.8882 |
| 0.4272 | 7.5224 | 504 | 0.8821 | 0.1855 | 0.8821 | 0.9392 |
| 0.4272 | 7.5522 | 506 | 0.8786 | 0.1927 | 0.8786 | 0.9373 |
| 0.4272 | 7.5821 | 508 | 0.7866 | 0.1845 | 0.7866 | 0.8869 |
| 0.4272 | 7.6119 | 510 | 0.6945 | 0.1648 | 0.6945 | 0.8334 |
| 0.4272 | 7.6418 | 512 | 0.6339 | 0.3297 | 0.6339 | 0.7962 |
| 0.4272 | 7.6716 | 514 | 0.6340 | 0.2832 | 0.6340 | 0.7962 |
| 0.4272 | 7.7015 | 516 | 0.6312 | 0.3333 | 0.6312 | 0.7945 |
| 0.4272 | 7.7313 | 518 | 0.6441 | 0.2350 | 0.6441 | 0.8026 |
| 0.4272 | 7.7612 | 520 | 0.7347 | 0.2169 | 0.7347 | 0.8572 |
| 0.4272 | 7.7910 | 522 | 0.8833 | 0.1852 | 0.8833 | 0.9399 |
| 0.4272 | 7.8209 | 524 | 0.9235 | 0.2281 | 0.9235 | 0.9610 |
| 0.4272 | 7.8507 | 526 | 0.8922 | 0.1925 | 0.8922 | 0.9446 |
| 0.4272 | 7.8806 | 528 | 0.7862 | 0.1845 | 0.7862 | 0.8867 |
| 0.4272 | 7.9104 | 530 | 0.6873 | 0.2174 | 0.6873 | 0.8290 |
| 0.4272 | 7.9403 | 532 | 0.6428 | 0.2000 | 0.6428 | 0.8018 |
| 0.4272 | 7.9701 | 534 | 0.6275 | 0.3182 | 0.6275 | 0.7921 |
| 0.4272 | 8.0 | 536 | 0.6404 | 0.2350 | 0.6404 | 0.8002 |
| 0.4272 | 8.0299 | 538 | 0.6914 | 0.2174 | 0.6914 | 0.8315 |
| 0.4272 | 8.0597 | 540 | 0.7628 | 0.1837 | 0.7628 | 0.8734 |
| 0.4272 | 8.0896 | 542 | 0.7707 | 0.1841 | 0.7707 | 0.8779 |
| 0.4272 | 8.1194 | 544 | 0.7516 | 0.2165 | 0.7516 | 0.8670 |
| 0.4272 | 8.1493 | 546 | 0.7199 | 0.2169 | 0.7199 | 0.8484 |
| 0.4272 | 8.1791 | 548 | 0.6744 | 0.2746 | 0.6744 | 0.8212 |
| 0.4272 | 8.2090 | 550 | 0.6687 | 0.2577 | 0.6687 | 0.8178 |
| 0.4272 | 8.2388 | 552 | 0.6704 | 0.2577 | 0.6704 | 0.8188 |
| 0.4272 | 8.2687 | 554 | 0.6807 | 0.2746 | 0.6807 | 0.8251 |
| 0.4272 | 8.2985 | 556 | 0.6880 | 0.2421 | 0.6880 | 0.8295 |
| 0.4272 | 8.3284 | 558 | 0.7223 | 0.2083 | 0.7223 | 0.8499 |
| 0.4272 | 8.3582 | 560 | 0.7699 | 0.2165 | 0.7699 | 0.8774 |
| 0.4272 | 8.3881 | 562 | 0.7853 | 0.2165 | 0.7853 | 0.8862 |
| 0.4272 | 8.4179 | 564 | 0.7572 | 0.2165 | 0.7572 | 0.8702 |
| 0.4272 | 8.4478 | 566 | 0.7356 | 0.2169 | 0.7356 | 0.8577 |
| 0.4272 | 8.4776 | 568 | 0.7115 | 0.2083 | 0.7115 | 0.8435 |
| 0.4272 | 8.5075 | 570 | 0.6958 | 0.2086 | 0.6958 | 0.8341 |
| 0.4272 | 8.5373 | 572 | 0.6887 | 0.2086 | 0.6887 | 0.8299 |
| 0.4272 | 8.5672 | 574 | 0.6874 | 0.2086 | 0.6874 | 0.8291 |
| 0.4272 | 8.5970 | 576 | 0.6891 | 0.2086 | 0.6891 | 0.8301 |
| 0.4272 | 8.6269 | 578 | 0.6901 | 0.2086 | 0.6901 | 0.8307 |
| 0.4272 | 8.6567 | 580 | 0.6782 | 0.2086 | 0.6782 | 0.8235 |
| 0.4272 | 8.6866 | 582 | 0.6724 | 0.2086 | 0.6724 | 0.8200 |
| 0.4272 | 8.7164 | 584 | 0.6640 | 0.2086 | 0.6640 | 0.8148 |
| 0.4272 | 8.7463 | 586 | 0.6695 | 0.2086 | 0.6695 | 0.8182 |
| 0.4272 | 8.7761 | 588 | 0.6784 | 0.2174 | 0.6784 | 0.8236 |
| 0.4272 | 8.8060 | 590 | 0.6902 | 0.2169 | 0.6902 | 0.8308 |
| 0.4272 | 8.8358 | 592 | 0.6833 | 0.2174 | 0.6833 | 0.8266 |
| 0.4272 | 8.8657 | 594 | 0.6849 | 0.2174 | 0.6849 | 0.8276 |
| 0.4272 | 8.8955 | 596 | 0.6861 | 0.2174 | 0.6861 | 0.8283 |
| 0.4272 | 8.9254 | 598 | 0.6867 | 0.2174 | 0.6867 | 0.8287 |
| 0.4272 | 8.9552 | 600 | 0.6860 | 0.2174 | 0.6860 | 0.8283 |
| 0.4272 | 8.9851 | 602 | 0.6741 | 0.2174 | 0.6741 | 0.8211 |
| 0.4272 | 9.0149 | 604 | 0.6537 | 0.2088 | 0.6537 | 0.8085 |
| 0.4272 | 9.0448 | 606 | 0.6414 | 0.1638 | 0.6414 | 0.8009 |
| 0.4272 | 9.0746 | 608 | 0.6438 | 0.1638 | 0.6438 | 0.8024 |
| 0.4272 | 9.1045 | 610 | 0.6434 | 0.1638 | 0.6434 | 0.8021 |
| 0.4272 | 9.1343 | 612 | 0.6460 | 0.1638 | 0.6460 | 0.8037 |
| 0.4272 | 9.1642 | 614 | 0.6521 | 0.2088 | 0.6521 | 0.8075 |
| 0.4272 | 9.1940 | 616 | 0.6537 | 0.2088 | 0.6537 | 0.8085 |
| 0.4272 | 9.2239 | 618 | 0.6534 | 0.2088 | 0.6534 | 0.8083 |
| 0.4272 | 9.2537 | 620 | 0.6598 | 0.2088 | 0.6598 | 0.8123 |
| 0.4272 | 9.2836 | 622 | 0.6695 | 0.2179 | 0.6695 | 0.8182 |
| 0.4272 | 9.3134 | 624 | 0.6697 | 0.2179 | 0.6697 | 0.8183 |
| 0.4272 | 9.3433 | 626 | 0.6597 | 0.2088 | 0.6597 | 0.8122 |
| 0.4272 | 9.3731 | 628 | 0.6475 | 0.2090 | 0.6475 | 0.8047 |
| 0.4272 | 9.4030 | 630 | 0.6418 | 0.1628 | 0.6418 | 0.8012 |
| 0.4272 | 9.4328 | 632 | 0.6391 | 0.2096 | 0.6391 | 0.7995 |
| 0.4272 | 9.4627 | 634 | 0.6399 | 0.2096 | 0.6399 | 0.8000 |
| 0.4272 | 9.4925 | 636 | 0.6384 | 0.2096 | 0.6384 | 0.7990 |
| 0.4272 | 9.5224 | 638 | 0.6362 | 0.2096 | 0.6362 | 0.7976 |
| 0.4272 | 9.5522 | 640 | 0.6371 | 0.2096 | 0.6371 | 0.7982 |
| 0.4272 | 9.5821 | 642 | 0.6412 | 0.1638 | 0.6412 | 0.8008 |
| 0.4272 | 9.6119 | 644 | 0.6440 | 0.2088 | 0.6440 | 0.8025 |
| 0.4272 | 9.6418 | 646 | 0.6481 | 0.2088 | 0.6481 | 0.8051 |
| 0.4272 | 9.6716 | 648 | 0.6557 | 0.2088 | 0.6557 | 0.8098 |
| 0.4272 | 9.7015 | 650 | 0.6643 | 0.2088 | 0.6643 | 0.8150 |
| 0.4272 | 9.7313 | 652 | 0.6750 | 0.2179 | 0.6750 | 0.8216 |
| 0.4272 | 9.7612 | 654 | 0.6825 | 0.2174 | 0.6825 | 0.8261 |
| 0.4272 | 9.7910 | 656 | 0.6863 | 0.2174 | 0.6863 | 0.8284 |
| 0.4272 | 9.8209 | 658 | 0.6885 | 0.2174 | 0.6885 | 0.8298 |
| 0.4272 | 9.8507 | 660 | 0.6916 | 0.2174 | 0.6916 | 0.8317 |
| 0.4272 | 9.8806 | 662 | 0.6933 | 0.2174 | 0.6933 | 0.8327 |
| 0.4272 | 9.9104 | 664 | 0.6952 | 0.2169 | 0.6952 | 0.8338 |
| 0.4272 | 9.9403 | 666 | 0.6954 | 0.2169 | 0.6954 | 0.8339 |
| 0.4272 | 9.9701 | 668 | 0.6946 | 0.2174 | 0.6946 | 0.8334 |
| 0.4272 | 10.0 | 670 | 0.6941 | 0.2174 | 0.6941 | 0.8331 |