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MayBashendy/ArabicNewSplits4_FineTuningAraBERT_run3_AugV5_k17_task3_organization
ArabicNewSplits4_FineTuningAraBERT_run3_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 | 0.9001 |
| No log | 0.9552 | 64 | 0.6081 | -0.0233 | 0.6081 | 0.7798 |
| No log | 0.9851 | 66 | 0.6961 | 0.0080 | 0.6961 | 0.8343 |
| No log | 1.0149 | 68 | 0.6439 | 0.0769 | 0.6439 | 0.8024 |
| No log | 1.0448 | 70 | 0.6988 | 0.0123 | 0.6988 | 0.8360 |
| No log | 1.0746 | 72 | 0.9499 | 0.0823 | 0.9499 | 0.9746 |
| No log | 1.1045 | 74 | 0.8248 | 0.0370 | 0.8248 | 0.9082 |
| No log | 1.1343 | 76 | 0.6230 | -0.0233 | 0.6230 | 0.7893 |
| No log | 1.1642 | 78 | 0.7124 | 0.1407 | 0.7124 | 0.8440 |
| 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 | 0.8527 |
| No log | 1.3134 | 88 | 0.6349 | 0.0286 | 0.6349 | 0.7968 |
| No log | 1.3433 | 90 | 0.6632 | 0.1053 | 0.6632 | 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 | 0.8852 |
| No log | 1.4328 | 96 | 1.0151 | 0.0114 | 1.0151 | 1.0075 |
| No log | 1.4627 | 98 | 0.8994 | 0.1570 | 0.8994 | 0.9484 |
| No log | 1.4925 | 100 | 0.7671 | 0.1675 | 0.7671 | 0.8759 |
| No log | 1.5224 | 102 | 0.7181 | 0.2093 | 0.7181 | 0.8474 |
| No log | 1.5522 | 104 | 0.8242 | 0.2332 | 0.8242 | 0.9078 |
| No log | 1.5821 | 106 | 0.7789 | 0.2350 | 0.7789 | 0.8825 |
| No log | 1.6119 | 108 | 0.8234 | 0.2340 | 0.8234 | 0.9074 |
| No log | 1.6418 | 110 | 0.7135 | 0.1716 | 0.7135 | 0.8447 |
| No log | 1.6716 | 112 | 0.7176 | 0.2809 | 0.7176 | 0.8471 |
| No log | 1.7015 | 114 | 0.9478 | 0.0588 | 0.9478 | 0.9736 |
| No log | 1.7313 | 116 | 1.0161 | 0.0114 | 1.0161 | 1.0080 |
| No log | 1.7612 | 118 | 0.7944 | 0.1705 | 0.7944 | 0.8913 |
| No log | 1.7910 | 120 | 0.7608 | 0.2140 | 0.7608 | 0.8722 |
| No log | 1.8209 | 122 | 0.8842 | 0.1441 | 0.8842 | 0.9403 |
| No log | 1.8507 | 124 | 1.3328 | 0.0689 | 1.3328 | 1.1545 |
| No log | 1.8806 | 126 | 1.5457 | 0.0523 | 1.5457 | 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 | 0.9897 |
| No log | 1.9701 | 132 | 0.9548 | 0.1273 | 0.9548 | 0.9772 |
| No log | 2.0 | 134 | 1.2362 | -0.0034 | 1.2362 | 1.1119 |
| No log | 2.0299 | 136 | 1.2602 | 0.0210 | 1.2602 | 1.1226 |
| No log | 2.0597 | 138 | 1.0819 | 0.0376 | 1.0819 | 1.0401 |
| No log | 2.0896 | 140 | 0.8351 | -0.0476 | 0.8351 | 0.9138 |
| No log | 2.1194 | 142 | 0.7997 | 0.0409 | 0.7997 | 0.8943 |
| No log | 2.1493 | 144 | 0.7526 | -0.0256 | 0.7526 | 0.8675 |
| No log | 2.1791 | 146 | 0.7498 | 0.0526 | 0.7498 | 0.8659 |
| No log | 2.2090 | 148 | 0.7626 | 0.2169 | 0.7626 | 0.8733 |
| No log | 2.2388 | 150 | 0.8794 | 0.1549 | 0.8794 | 0.9378 |
| No log | 2.2687 | 152 | 0.9899 | 0.0431 | 0.9899 | 0.9950 |
| No log | 2.2985 | 154 | 0.8840 | 0.1319 | 0.8840 | 0.9402 |
| No log | 2.3284 | 156 | 0.7350 | 0.2315 | 0.7350 | 0.8573 |
| No log | 2.3582 | 158 | 0.7782 | 0.24 | 0.7782 | 0.8822 |
| No log | 2.3881 | 160 | 1.0933 | 0.0222 | 1.0933 | 1.0456 |
| No log | 2.4179 | 162 | 1.1481 | 0.0316 | 1.1481 | 1.0715 |
| No log | 2.4478 | 164 | 0.8233 | 0.2000 | 0.8233 | 0.9074 |
| No log | 2.4776 | 166 | 0.7084 | 0.24 | 0.7084 | 0.8417 |
| No log | 2.5075 | 168 | 0.7307 | 0.2986 | 0.7307 | 0.8548 |
| No log | 2.5373 | 170 | 0.8836 | 0.1261 | 0.8836 | 0.9400 |
| No log | 2.5672 | 172 | 0.8896 | 0.0924 | 0.8896 | 0.9432 |
| No log | 2.5970 | 174 | 0.7486 | 0.3684 | 0.7486 | 0.8652 |
| No log | 2.6269 | 176 | 0.8747 | 0.1515 | 0.8747 | 0.9353 |
| No log | 2.6567 | 178 | 1.1171 | 0.0857 | 1.1171 | 1.0569 |
| No log | 2.6866 | 180 | 0.9012 | 0.1588 | 0.9012 | 0.9493 |
| 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 | 0.7021 | 0.2593 | 0.7021 | 0.8379 |
| No log | 2.8060 | 188 | 0.8061 | 0.1481 | 0.8061 | 0.8978 |
| No log | 2.8358 | 190 | 0.7197 | 0.2161 | 0.7197 | 0.8483 |
| No log | 2.8657 | 192 | 0.6387 | 0.2457 | 0.6387 | 0.7992 |
| No log | 2.8955 | 194 | 0.6405 | 0.3407 | 0.6405 | 0.8003 |
| No log | 2.9254 | 196 | 0.7266 | 0.1402 | 0.7266 | 0.8524 |
| No log | 2.9552 | 198 | 0.8845 | 0.1931 | 0.8845 | 0.9405 |
| No log | 2.9851 | 200 | 0.7100 | 0.1848 | 0.7100 | 0.8426 |
| No log | 3.0149 | 202 | 0.6884 | 0.1845 | 0.6884 | 0.8297 |
| No log | 3.0448 | 204 | 0.5994 | 0.3735 | 0.5994 | 0.7742 |
| No log | 3.0746 | 206 | 0.6152 | 0.3374 | 0.6152 | 0.7843 |
| No log | 3.1045 | 208 | 0.7233 | 0.3333 | 0.7233 | 0.8504 |
| No log | 3.1343 | 210 | 0.9107 | 0.1515 | 0.9107 | 0.9543 |
| No log | 3.1642 | 212 | 0.8373 | 0.2877 | 0.8373 | 0.9151 |
| No log | 3.1940 | 214 | 0.8623 | 0.2222 | 0.8623 | 0.9286 |
| No log | 3.2239 | 216 | 0.9151 | 0.1570 | 0.9151 | 0.9566 |
| No log | 3.2537 | 218 | 0.9065 | 0.1570 | 0.9065 | 0.9521 |
| No log | 3.2836 | 220 | 1.1667 | 0.0345 | 1.1667 | 1.0801 |
| No log | 3.3134 | 222 | 1.1957 | 0.0345 | 1.1957 | 1.0935 |
| No log | 3.3433 | 224 | 0.9403 | 0.0901 | 0.9403 | 0.9697 |
| No log | 3.3731 | 226 | 0.7809 | 0.2315 | 0.7809 | 0.8837 |
| No log | 3.4030 | 228 | 0.8340 | 0.1925 | 0.8340 | 0.9133 |
| No log | 3.4328 | 230 | 0.9140 | 0.1927 | 0.9140 | 0.9560 |
| No log | 3.4627 | 232 | 0.8923 | 0.1925 | 0.8923 | 0.9446 |
| No log | 3.4925 | 234 | 1.0710 | -0.0190 | 1.0710 | 1.0349 |
| No log | 3.5224 | 236 | 1.3331 | 0.0951 | 1.3331 | 1.1546 |
| No log | 3.5522 | 238 | 1.0916 | 0.0149 | 1.0916 | 1.0448 |
| No log | 3.5821 | 240 | 0.7267 | 0.1917 | 0.7267 | 0.8525 |
| No log | 3.6119 | 242 | 0.6995 | 0.1913 | 0.6995 | 0.8364 |
| No log | 3.6418 | 244 | 0.9147 | 0.1304 | 0.9147 | 0.9564 |
| No log | 3.6716 | 246 | 1.0174 | 0.0769 | 1.0174 | 1.0087 |
| No log | 3.7015 | 248 | 0.7502 | 0.1549 | 0.7502 | 0.8662 |
| No log | 3.7313 | 250 | 0.6273 | 0.3439 | 0.6273 | 0.7920 |
| No log | 3.7612 | 252 | 0.6868 | 0.2577 | 0.6868 | 0.8287 |
| No log | 3.7910 | 254 | 0.6607 | 0.2967 | 0.6607 | 0.8129 |
| No log | 3.8209 | 256 | 0.9452 | 0.0947 | 0.9452 | 0.9722 |
| No log | 3.8507 | 258 | 1.0412 | 0.0078 | 1.0412 | 1.0204 |
| No log | 3.8806 | 260 | 0.8264 | 0.1570 | 0.8264 | 0.9091 |
| No log | 3.9104 | 262 | 0.6146 | 0.3121 | 0.6146 | 0.7840 |
| No log | 3.9403 | 264 | 0.5845 | 0.1667 | 0.5845 | 0.7645 |
| No log | 3.9701 | 266 | 0.6735 | 0.1186 | 0.6735 | 0.8207 |
| No log | 4.0 | 268 | 0.6216 | 0.1429 | 0.6216 | 0.7884 |
| No log | 4.0299 | 270 | 0.5835 | 0.2676 | 0.5835 | 0.7638 |
| No log | 4.0597 | 272 | 0.8109 | 0.2000 | 0.8109 | 0.9005 |
| No log | 4.0896 | 274 | 0.8885 | 0.1347 | 0.8885 | 0.9426 |
| No log | 4.1194 | 276 | 0.7702 | 0.1925 | 0.7702 | 0.8776 |
| No log | 4.1493 | 278 | 0.5907 | 0.2883 | 0.5907 | 0.7686 |
| No log | 4.1791 | 280 | 0.5902 | 0.3073 | 0.5902 | 0.7682 |
| No log | 4.2090 | 282 | 0.5984 | 0.3333 | 0.5984 | 0.7736 |
| No log | 4.2388 | 284 | 0.7600 | 0.1570 | 0.7600 | 0.8718 |
| No log | 4.2687 | 286 | 0.7686 | 0.1570 | 0.7686 | 0.8767 |
| No log | 4.2985 | 288 | 0.6183 | 0.2169 | 0.6183 | 0.7863 |
| No log | 4.3284 | 290 | 0.5782 | 0.4350 | 0.5782 | 0.7604 |
| No log | 4.3582 | 292 | 0.5864 | 0.4350 | 0.5864 | 0.7658 |
| No log | 4.3881 | 294 | 0.6262 | 0.2421 | 0.6262 | 0.7913 |
| No log | 4.4179 | 296 | 0.8001 | 0.1588 | 0.8001 | 0.8945 |
| No log | 4.4478 | 298 | 0.7858 | 0.1852 | 0.7858 | 0.8864 |
| No log | 4.4776 | 300 | 0.6525 | 0.2513 | 0.6525 | 0.8078 |
| No log | 4.5075 | 302 | 0.6231 | 0.2857 | 0.6231 | 0.7893 |
| No log | 4.5373 | 304 | 0.6698 | 0.2644 | 0.6698 | 0.8184 |
| No log | 4.5672 | 306 | 0.7617 | 0.2157 | 0.7617 | 0.8727 |
| No log | 4.5970 | 308 | 0.7615 | 0.2157 | 0.7615 | 0.8727 |
| No log | 4.6269 | 310 | 0.6950 | 0.2086 | 0.6950 | 0.8337 |
| No log | 4.6567 | 312 | 0.6572 | 0.1732 | 0.6572 | 0.8107 |
| No log | 4.6866 | 314 | 0.6835 | 0.1732 | 0.6835 | 0.8267 |
| No log | 4.7164 | 316 | 0.7470 | 0.1923 | 0.7470 | 0.8643 |
| No log | 4.7463 | 318 | 1.0031 | 0.1803 | 1.0031 | 1.0016 |
| No log | 4.7761 | 320 | 1.0986 | 0.1318 | 1.0986 | 1.0482 |
| No log | 4.8060 | 322 | 0.9103 | 0.1795 | 0.9103 | 0.9541 |
| No log | 4.8358 | 324 | 0.7263 | 0.2079 | 0.7263 | 0.8522 |
| No log | 4.8657 | 326 | 0.7177 | 0.2077 | 0.7177 | 0.8472 |
| No log | 4.8955 | 328 | 0.7633 | 0.2153 | 0.7633 | 0.8737 |
| No log | 4.9254 | 330 | 0.7113 | 0.2077 | 0.7113 | 0.8434 |
| No log | 4.9552 | 332 | 0.6854 | 0.2081 | 0.6854 | 0.8279 |
| No log | 4.9851 | 334 | 0.6304 | 0.2096 | 0.6304 | 0.7940 |
| No log | 5.0149 | 336 | 0.6023 | 0.2000 | 0.6023 | 0.7761 |
| No log | 5.0448 | 338 | 0.5937 | 0.1053 | 0.5937 | 0.7705 |
| No log | 5.0746 | 340 | 0.6586 | 0.2727 | 0.6586 | 0.8115 |
| No log | 5.1045 | 342 | 0.7471 | 0.1919 | 0.7471 | 0.8643 |
| No log | 5.1343 | 344 | 0.7257 | 0.1919 | 0.7257 | 0.8519 |
| No log | 5.1642 | 346 | 0.6011 | 0.2749 | 0.6011 | 0.7753 |
| No log | 5.1940 | 348 | 0.5505 | 0.3829 | 0.5505 | 0.7420 |
| No log | 5.2239 | 350 | 0.5541 | 0.3829 | 0.5541 | 0.7444 |
| No log | 5.2537 | 352 | 0.5858 | 0.2683 | 0.5858 | 0.7653 |
| No log | 5.2836 | 354 | 0.7086 | 0.1921 | 0.7086 | 0.8418 |
| No log | 5.3134 | 356 | 0.7975 | 0.1927 | 0.7975 | 0.8930 |
| No log | 5.3433 | 358 | 0.7524 | 0.1921 | 0.7524 | 0.8674 |
| No log | 5.3731 | 360 | 0.6562 | 0.2350 | 0.6562 | 0.8100 |
| No log | 5.4030 | 362 | 0.5827 | 0.2771 | 0.5827 | 0.7633 |
| No log | 5.4328 | 364 | 0.5813 | 0.2683 | 0.5813 | 0.7624 |
| No log | 5.4627 | 366 | 0.6197 | 0.2179 | 0.6197 | 0.7872 |
| No log | 5.4925 | 368 | 0.7537 | 0.2315 | 0.7537 | 0.8681 |
| No log | 5.5224 | 370 | 0.9979 | 0.1934 | 0.9979 | 0.9990 |
| No log | 5.5522 | 372 | 1.0116 | 0.1934 | 1.0116 | 1.0058 |
| No log | 5.5821 | 374 | 0.8191 | 0.2294 | 0.8191 | 0.9050 |
| No log | 5.6119 | 376 | 0.6618 | 0.2174 | 0.6618 | 0.8135 |
| No log | 5.6418 | 378 | 0.6254 | 0.0807 | 0.6254 | 0.7908 |
| No log | 5.6716 | 380 | 0.6273 | 0.2683 | 0.6273 | 0.7920 |
| No log | 5.7015 | 382 | 0.7074 | 0.2340 | 0.7074 | 0.8411 |
| No log | 5.7313 | 384 | 0.7462 | 0.2323 | 0.7462 | 0.8639 |
| No log | 5.7612 | 386 | 0.7228 | 0.2340 | 0.7228 | 0.8501 |
| No log | 5.7910 | 388 | 0.6502 | 0.1638 | 0.6502 | 0.8064 |
| No log | 5.8209 | 390 | 0.6263 | 0.0380 | 0.6263 | 0.7914 |
| No log | 5.8507 | 392 | 0.6326 | 0.1617 | 0.6326 | 0.7954 |
| No log | 5.8806 | 394 | 0.6475 | 0.0909 | 0.6475 | 0.8047 |
| No log | 5.9104 | 396 | 0.6525 | 0.1285 | 0.6525 | 0.8078 |
| No log | 5.9403 | 398 | 0.7206 | 0.2079 | 0.7206 | 0.8489 |
| No log | 5.9701 | 400 | 0.8036 | 0.1781 | 0.8036 | 0.8965 |
| No log | 6.0 | 402 | 0.7717 | 0.2150 | 0.7717 | 0.8785 |
| No log | 6.0299 | 404 | 0.6950 | 0.24 | 0.6950 | 0.8336 |
| No log | 6.0597 | 406 | 0.7649 | 0.2227 | 0.7649 | 0.8746 |
| No log | 6.0896 | 408 | 0.7680 | 0.1852 | 0.7680 | 0.8763 |
| No log | 6.1194 | 410 | 0.7860 | 0.1852 | 0.7860 | 0.8866 |
| No log | 6.1493 | 412 | 0.7213 | 0.1845 | 0.7213 | 0.8493 |
| No log | 6.1791 | 414 | 0.6724 | 0.1832 | 0.6724 | 0.8200 |
| No log | 6.2090 | 416 | 0.6819 | 0.1832 | 0.6819 | 0.8258 |
| No log | 6.2388 | 418 | 0.6942 | 0.1841 | 0.6942 | 0.8332 |
| No log | 6.2687 | 420 | 0.7135 | 0.1845 | 0.7135 | 0.8447 |
| No log | 6.2985 | 422 | 0.6897 | 0.1841 | 0.6897 | 0.8305 |
| No log | 6.3284 | 424 | 0.6620 | 0.1828 | 0.6620 | 0.8136 |
| No log | 6.3582 | 426 | 0.6784 | 0.1837 | 0.6784 | 0.8236 |
| No log | 6.3881 | 428 | 0.6947 | 0.1841 | 0.6947 | 0.8335 |
| No log | 6.4179 | 430 | 0.7009 | 0.1837 | 0.7009 | 0.8372 |
| No log | 6.4478 | 432 | 0.6788 | 0.2265 | 0.6788 | 0.8239 |
| No log | 6.4776 | 434 | 0.6616 | 0.2265 | 0.6616 | 0.8134 |
| No log | 6.5075 | 436 | 0.6114 | 0.1617 | 0.6114 | 0.7819 |
| No log | 6.5373 | 438 | 0.6199 | 0.2457 | 0.6199 | 0.7873 |
| No log | 6.5672 | 440 | 0.6396 | 0.2000 | 0.6396 | 0.7998 |
| No log | 6.5970 | 442 | 0.6830 | 0.2083 | 0.6830 | 0.8264 |
| No log | 6.6269 | 444 | 0.7077 | 0.2165 | 0.7077 | 0.8412 |
| No log | 6.6567 | 446 | 0.6845 | 0.2086 | 0.6845 | 0.8274 |
| No log | 6.6866 | 448 | 0.6336 | 0.2090 | 0.6336 | 0.7960 |
| No log | 6.7164 | 450 | 0.6260 | 0.1913 | 0.6260 | 0.7912 |
| No log | 6.7463 | 452 | 0.6388 | 0.1556 | 0.6388 | 0.7992 |
| No log | 6.7761 | 454 | 0.7052 | 0.1759 | 0.7052 | 0.8397 |
| No log | 6.8060 | 456 | 0.8015 | 0.2300 | 0.8015 | 0.8953 |
| No log | 6.8358 | 458 | 0.7930 | 0.2300 | 0.7930 | 0.8905 |
| No log | 6.8657 | 460 | 0.7003 | 0.1759 | 0.7003 | 0.8368 |
| No log | 6.8955 | 462 | 0.6188 | 0.2542 | 0.6188 | 0.7867 |
| No log | 6.9254 | 464 | 0.6008 | 0.2000 | 0.6008 | 0.7751 |
| No log | 6.9552 | 466 | 0.6015 | 0.1515 | 0.6015 | 0.7755 |
| No log | 6.9851 | 468 | 0.6139 | 0.2542 | 0.6139 | 0.7835 |
| No log | 7.0149 | 470 | 0.6673 | 0.2165 | 0.6673 | 0.8169 |
| No log | 7.0448 | 472 | 0.6594 | 0.2165 | 0.6594 | 0.8120 |
| No log | 7.0746 | 474 | 0.6202 | 0.2086 | 0.6202 | 0.7875 |
| No log | 7.1045 | 476 | 0.5911 | 0.3182 | 0.5911 | 0.7688 |
| No log | 7.1343 | 478 | 0.5867 | 0.2663 | 0.5867 | 0.7660 |
| No log | 7.1642 | 480 | 0.5910 | 0.2471 | 0.5910 | 0.7688 |
| No log | 7.1940 | 482 | 0.6447 | 0.2169 | 0.6447 | 0.8029 |
| No log | 7.2239 | 484 | 0.7702 | 0.2308 | 0.7702 | 0.8776 |
| No log | 7.2537 | 486 | 0.8147 | 0.2287 | 0.8147 | 0.9026 |
| No log | 7.2836 | 488 | 0.7906 | 0.2287 | 0.7906 | 0.8892 |
| No log | 7.3134 | 490 | 0.7274 | 0.1765 | 0.7274 | 0.8529 |
| No log | 7.3433 | 492 | 0.6580 | 0.2410 | 0.6580 | 0.8112 |
| No log | 7.3731 | 494 | 0.6549 | 0.2332 | 0.6549 | 0.8092 |
| No log | 7.4030 | 496 | 0.6728 | 0.2421 | 0.6728 | 0.8203 |
| No log | 7.4328 | 498 | 0.7019 | 0.2083 | 0.7019 | 0.8378 |
| 0.4261 | 7.4627 | 500 | 0.7368 | 0.1691 | 0.7368 | 0.8584 |
| 0.4261 | 7.4925 | 502 | 0.8162 | 0.1786 | 0.8162 | 0.9034 |
| 0.4261 | 7.5224 | 504 | 0.8616 | 0.2212 | 0.8616 | 0.9282 |
| 0.4261 | 7.5522 | 506 | 0.8357 | 0.1855 | 0.8357 | 0.9141 |
| 0.4261 | 7.5821 | 508 | 0.7493 | 0.1765 | 0.7493 | 0.8656 |
| 0.4261 | 7.6119 | 510 | 0.6920 | 0.2083 | 0.6920 | 0.8319 |
| 0.4261 | 7.6418 | 512 | 0.6363 | 0.2593 | 0.6363 | 0.7977 |
| 0.4261 | 7.6716 | 514 | 0.6293 | 0.2889 | 0.6293 | 0.7933 |
| 0.4261 | 7.7015 | 516 | 0.6335 | 0.3684 | 0.6335 | 0.7959 |
| 0.4261 | 7.7313 | 518 | 0.6745 | 0.2086 | 0.6745 | 0.8213 |
| 0.4261 | 7.7612 | 520 | 0.7938 | 0.1781 | 0.7938 | 0.8910 |
| 0.4261 | 7.7910 | 522 | 0.9244 | 0.1933 | 0.9244 | 0.9615 |
| 0.4261 | 7.8209 | 524 | 0.9377 | 0.1934 | 0.9377 | 0.9683 |
| 0.4261 | 7.8507 | 526 | 0.8703 | 0.2287 | 0.8703 | 0.9329 |
| 0.4261 | 7.8806 | 528 | 0.7526 | 0.1845 | 0.7526 | 0.8675 |
| 0.4261 | 7.9104 | 530 | 0.6608 | 0.2083 | 0.6608 | 0.8129 |
| 0.4261 | 7.9403 | 532 | 0.6267 | 0.3258 | 0.6267 | 0.7916 |
| 0.4261 | 7.9701 | 534 | 0.6147 | 0.3073 | 0.6147 | 0.7841 |
| 0.4261 | 8.0 | 536 | 0.6221 | 0.3258 | 0.6221 | 0.7887 |
| 0.4261 | 8.0299 | 538 | 0.6615 | 0.2083 | 0.6615 | 0.8133 |
| 0.4261 | 8.0597 | 540 | 0.7094 | 0.2161 | 0.7094 | 0.8423 |
| 0.4261 | 8.0896 | 542 | 0.7117 | 0.2161 | 0.7117 | 0.8437 |
| 0.4261 | 8.1194 | 544 | 0.7265 | 0.2161 | 0.7265 | 0.8523 |
| 0.4261 | 8.1493 | 546 | 0.7270 | 0.2161 | 0.7270 | 0.8526 |
| 0.4261 | 8.1791 | 548 | 0.6930 | 0.2083 | 0.6930 | 0.8325 |
| 0.4261 | 8.2090 | 550 | 0.6885 | 0.2410 | 0.6885 | 0.8298 |
| 0.4261 | 8.2388 | 552 | 0.6857 | 0.2421 | 0.6857 | 0.8281 |
| 0.4261 | 8.2687 | 554 | 0.6860 | 0.2421 | 0.6860 | 0.8283 |
| 0.4261 | 8.2985 | 556 | 0.6842 | 0.1915 | 0.6842 | 0.8272 |
| 0.4261 | 8.3284 | 558 | 0.7025 | 0.2083 | 0.7025 | 0.8382 |
| 0.4261 | 8.3582 | 560 | 0.7433 | 0.2079 | 0.7433 | 0.8621 |
| 0.4261 | 8.3881 | 562 | 0.7845 | 0.2157 | 0.7845 | 0.8857 |
| 0.4261 | 8.4179 | 564 | 0.7948 | 0.1770 | 0.7948 | 0.8915 |
| 0.4261 | 8.4478 | 566 | 0.8039 | 0.1770 | 0.8039 | 0.8966 |
| 0.4261 | 8.4776 | 568 | 0.7649 | 0.2161 | 0.7649 | 0.8746 |
| 0.4261 | 8.5075 | 570 | 0.7229 | 0.2165 | 0.7229 | 0.8502 |
| 0.4261 | 8.5373 | 572 | 0.6968 | 0.2081 | 0.6968 | 0.8347 |
| 0.4261 | 8.5672 | 574 | 0.6860 | 0.2083 | 0.6860 | 0.8283 |
| 0.4261 | 8.5970 | 576 | 0.6896 | 0.2165 | 0.6896 | 0.8304 |
| 0.4261 | 8.6269 | 578 | 0.6919 | 0.2165 | 0.6919 | 0.8318 |
| 0.4261 | 8.6567 | 580 | 0.6739 | 0.2169 | 0.6739 | 0.8209 |
| 0.4261 | 8.6866 | 582 | 0.6692 | 0.2169 | 0.6692 | 0.8180 |
| 0.4261 | 8.7164 | 584 | 0.6732 | 0.2169 | 0.6732 | 0.8205 |
| 0.4261 | 8.7463 | 586 | 0.6762 | 0.2169 | 0.6762 | 0.8223 |
| 0.4261 | 8.7761 | 588 | 0.6721 | 0.2174 | 0.6721 | 0.8198 |
| 0.4261 | 8.8060 | 590 | 0.6797 | 0.2169 | 0.6797 | 0.8244 |
| 0.4261 | 8.8358 | 592 | 0.6732 | 0.2174 | 0.6732 | 0.8205 |
| 0.4261 | 8.8657 | 594 | 0.6775 | 0.2174 | 0.6775 | 0.8231 |
| 0.4261 | 8.8955 | 596 | 0.6788 | 0.2174 | 0.6788 | 0.8239 |
| 0.4261 | 8.9254 | 598 | 0.6814 | 0.2169 | 0.6814 | 0.8255 |
| 0.4261 | 8.9552 | 600 | 0.6836 | 0.2165 | 0.6836 | 0.8268 |
| 0.4261 | 8.9851 | 602 | 0.6794 | 0.2174 | 0.6794 | 0.8242 |
| 0.4261 | 9.0149 | 604 | 0.6591 | 0.2088 | 0.6591 | 0.8119 |
| 0.4261 | 9.0448 | 606 | 0.6440 | 0.2558 | 0.6440 | 0.8025 |
| 0.4261 | 9.0746 | 608 | 0.6451 | 0.2558 | 0.6451 | 0.8032 |
| 0.4261 | 9.1045 | 610 | 0.6478 | 0.2088 | 0.6478 | 0.8049 |
| 0.4261 | 9.1343 | 612 | 0.6544 | 0.2088 | 0.6544 | 0.8090 |
| 0.4261 | 9.1642 | 614 | 0.6653 | 0.2088 | 0.6653 | 0.8157 |
| 0.4261 | 9.1940 | 616 | 0.6669 | 0.2088 | 0.6669 | 0.8166 |
| 0.4261 | 9.2239 | 618 | 0.6581 | 0.2088 | 0.6581 | 0.8112 |
| 0.4261 | 9.2537 | 620 | 0.6512 | 0.2090 | 0.6512 | 0.8070 |
| 0.4261 | 9.2836 | 622 | 0.6490 | 0.2558 | 0.6490 | 0.8056 |
| 0.4261 | 9.3134 | 624 | 0.6482 | 0.2558 | 0.6482 | 0.8051 |
| 0.4261 | 9.3433 | 626 | 0.6422 | 0.2558 | 0.6422 | 0.8014 |
| 0.4261 | 9.3731 | 628 | 0.6377 | 0.2558 | 0.6377 | 0.7985 |
| 0.4261 | 9.4030 | 630 | 0.6378 | 0.2558 | 0.6378 | 0.7986 |
| 0.4261 | 9.4328 | 632 | 0.6415 | 0.2558 | 0.6415 | 0.8010 |
| 0.4261 | 9.4627 | 634 | 0.6475 | 0.2090 | 0.6475 | 0.8047 |
| 0.4261 | 9.4925 | 636 | 0.6517 | 0.2088 | 0.6517 | 0.8073 |
| 0.4261 | 9.5224 | 638 | 0.6514 | 0.2088 | 0.6514 | 0.8071 |
| 0.4261 | 9.5522 | 640 | 0.6522 | 0.2088 | 0.6522 | 0.8076 |
| 0.4261 | 9.5821 | 642 | 0.6548 | 0.2088 | 0.6548 | 0.8092 |
| 0.4261 | 9.6119 | 644 | 0.6544 | 0.2088 | 0.6544 | 0.8089 |
| 0.4261 | 9.6418 | 646 | 0.6553 | 0.2088 | 0.6553 | 0.8095 |
| 0.4261 | 9.6716 | 648 | 0.6603 | 0.2088 | 0.6603 | 0.8126 |
| 0.4261 | 9.7015 | 650 | 0.6661 | 0.2088 | 0.6661 | 0.8162 |
| 0.4261 | 9.7313 | 652 | 0.6737 | 0.2088 | 0.6737 | 0.8208 |
| 0.4261 | 9.7612 | 654 | 0.6781 | 0.2088 | 0.6781 | 0.8235 |
| 0.4261 | 9.7910 | 656 | 0.6798 | 0.2088 | 0.6798 | 0.8245 |
| 0.4261 | 9.8209 | 658 | 0.6817 | 0.2179 | 0.6817 | 0.8256 |
| 0.4261 | 9.8507 | 660 | 0.6849 | 0.2174 | 0.6849 | 0.8276 |
| 0.4261 | 9.8806 | 662 | 0.6875 | 0.2174 | 0.6875 | 0.8291 |
| 0.4261 | 9.9104 | 664 | 0.6900 | 0.2169 | 0.6900 | 0.8307 |
| 0.4261 | 9.9403 | 666 | 0.6907 | 0.2165 | 0.6907 | 0.8311 |
| 0.4261 | 9.9701 | 668 | 0.6903 | 0.2165 | 0.6903 | 0.8309 |
| 0.4261 | 10.0 | 670 | 0.6900 | 0.2169 | 0.6900 | 0.8307 |