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MayBashendy/ArabicNewSplits4_FineTuningAraBERT_run1_AugV5_k19_task3_organization
ArabicNewSplits4_FineTuningAraBERT_run1_AugV5_k19_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 | 0.0267 | 2 | 3.2452 | -0.0341 | 3.2452 | 1.8014 |
| No log | 0.0533 | 4 | 1.5818 | -0.0070 | 1.5818 | 1.2577 |
| No log | 0.08 | 6 | 1.2350 | 0.0037 | 1.2350 | 1.1113 |
| No log | 0.1067 | 8 | 1.1031 | 0.0195 | 1.1031 | 1.0503 |
| No log | 0.1333 | 10 | 0.8747 | 0.1193 | 0.8747 | 0.9353 |
| No log | 0.16 | 12 | 0.6025 | 0.1773 | 0.6025 | 0.7762 |
| No log | 0.1867 | 14 | 0.6428 | 0.1429 | 0.6428 | 0.8017 |
| No log | 0.2133 | 16 | 0.6095 | 0.1795 | 0.6095 | 0.7807 |
| No log | 0.24 | 18 | 0.6329 | 0.1905 | 0.6329 | 0.7955 |
| No log | 0.2667 | 20 | 0.6931 | 0.2444 | 0.6931 | 0.8325 |
| No log | 0.2933 | 22 | 0.6320 | 0.0145 | 0.6320 | 0.7950 |
| No log | 0.32 | 24 | 0.5844 | 0.0 | 0.5844 | 0.7645 |
| No log | 0.3467 | 26 | 0.5976 | 0.0 | 0.5976 | 0.7730 |
| No log | 0.3733 | 28 | 0.6262 | 0.0 | 0.6262 | 0.7913 |
| No log | 0.4 | 30 | 0.6719 | 0.0476 | 0.6719 | 0.8197 |
| No log | 0.4267 | 32 | 0.8110 | -0.0196 | 0.8110 | 0.9006 |
| No log | 0.4533 | 34 | 0.6424 | 0.0145 | 0.6424 | 0.8015 |
| No log | 0.48 | 36 | 0.6382 | 0.0 | 0.6382 | 0.7989 |
| No log | 0.5067 | 38 | 0.7195 | 0.0 | 0.7195 | 0.8482 |
| No log | 0.5333 | 40 | 0.7385 | 0.0080 | 0.7385 | 0.8594 |
| No log | 0.56 | 42 | 0.6431 | 0.0 | 0.6431 | 0.8019 |
| No log | 0.5867 | 44 | 0.6908 | 0.1605 | 0.6908 | 0.8311 |
| No log | 0.6133 | 46 | 1.0992 | -0.1029 | 1.0992 | 1.0484 |
| No log | 0.64 | 48 | 1.1554 | -0.0159 | 1.1554 | 1.0749 |
| No log | 0.6667 | 50 | 0.9449 | -0.1000 | 0.9449 | 0.9721 |
| No log | 0.6933 | 52 | 0.6451 | 0.1020 | 0.6451 | 0.8032 |
| No log | 0.72 | 54 | 0.6349 | 0.0 | 0.6349 | 0.7968 |
| No log | 0.7467 | 56 | 0.6542 | 0.0 | 0.6542 | 0.8088 |
| No log | 0.7733 | 58 | 0.6333 | 0.0 | 0.6333 | 0.7958 |
| No log | 0.8 | 60 | 0.6400 | 0.1220 | 0.6400 | 0.8000 |
| No log | 0.8267 | 62 | 0.6940 | 0.0145 | 0.6940 | 0.8331 |
| No log | 0.8533 | 64 | 0.7392 | 0.1111 | 0.7392 | 0.8598 |
| No log | 0.88 | 66 | 0.6754 | 0.0725 | 0.6754 | 0.8218 |
| No log | 0.9067 | 68 | 0.6088 | 0.0 | 0.6088 | 0.7803 |
| No log | 0.9333 | 70 | 0.6664 | 0.0 | 0.6664 | 0.8164 |
| No log | 0.96 | 72 | 0.7176 | 0.0 | 0.7176 | 0.8471 |
| No log | 0.9867 | 74 | 0.6525 | 0.0 | 0.6525 | 0.8078 |
| No log | 1.0133 | 76 | 0.6155 | 0.0 | 0.6155 | 0.7846 |
| No log | 1.04 | 78 | 0.6289 | -0.0081 | 0.6289 | 0.7930 |
| No log | 1.0667 | 80 | 0.6467 | -0.0303 | 0.6467 | 0.8042 |
| No log | 1.0933 | 82 | 0.6973 | 0.0545 | 0.6973 | 0.8350 |
| No log | 1.12 | 84 | 0.7366 | 0.0805 | 0.7366 | 0.8583 |
| No log | 1.1467 | 86 | 0.7971 | -0.0794 | 0.7971 | 0.8928 |
| No log | 1.1733 | 88 | 0.7494 | 0.0452 | 0.7494 | 0.8657 |
| No log | 1.2 | 90 | 0.7755 | 0.0380 | 0.7755 | 0.8806 |
| No log | 1.2267 | 92 | 0.7682 | -0.0588 | 0.7682 | 0.8765 |
| No log | 1.2533 | 94 | 0.8835 | 0.0164 | 0.8835 | 0.9399 |
| No log | 1.28 | 96 | 0.9541 | 0.0909 | 0.9541 | 0.9768 |
| No log | 1.3067 | 98 | 0.8270 | 0.2516 | 0.8270 | 0.9094 |
| No log | 1.3333 | 100 | 0.7098 | 0.0769 | 0.7098 | 0.8425 |
| No log | 1.3600 | 102 | 0.6023 | 0.0476 | 0.6023 | 0.7761 |
| No log | 1.3867 | 104 | 0.6314 | 0.0 | 0.6314 | 0.7946 |
| No log | 1.4133 | 106 | 0.5855 | 0.0388 | 0.5855 | 0.7652 |
| No log | 1.44 | 108 | 0.5696 | 0.0388 | 0.5696 | 0.7547 |
| No log | 1.4667 | 110 | 0.5627 | -0.0081 | 0.5627 | 0.7502 |
| No log | 1.4933 | 112 | 0.5752 | 0.0 | 0.5752 | 0.7584 |
| No log | 1.52 | 114 | 0.5678 | 0.0476 | 0.5678 | 0.7535 |
| No log | 1.5467 | 116 | 0.5839 | 0.0222 | 0.5839 | 0.7641 |
| No log | 1.5733 | 118 | 0.6857 | 0.1429 | 0.6857 | 0.8281 |
| No log | 1.6 | 120 | 0.6777 | 0.0345 | 0.6777 | 0.8232 |
| No log | 1.6267 | 122 | 0.8209 | 0.1746 | 0.8209 | 0.9060 |
| No log | 1.6533 | 124 | 0.7788 | 0.1475 | 0.7788 | 0.8825 |
| No log | 1.6800 | 126 | 1.0268 | 0.1111 | 1.0268 | 1.0133 |
| No log | 1.7067 | 128 | 1.1650 | 0.0335 | 1.1650 | 1.0794 |
| No log | 1.7333 | 130 | 0.7709 | 0.1648 | 0.7709 | 0.8780 |
| No log | 1.76 | 132 | 0.8788 | 0.0291 | 0.8788 | 0.9374 |
| No log | 1.7867 | 134 | 1.0101 | -0.0667 | 1.0101 | 1.0050 |
| No log | 1.8133 | 136 | 0.9735 | -0.0612 | 0.9735 | 0.9867 |
| No log | 1.8400 | 138 | 0.8296 | 0.0538 | 0.8296 | 0.9108 |
| No log | 1.8667 | 140 | 0.6710 | 0.1707 | 0.6710 | 0.8191 |
| No log | 1.8933 | 142 | 0.7461 | 0.0108 | 0.7461 | 0.8637 |
| No log | 1.92 | 144 | 0.6482 | 0.1445 | 0.6482 | 0.8051 |
| No log | 1.9467 | 146 | 0.7244 | 0.1220 | 0.7244 | 0.8511 |
| No log | 1.9733 | 148 | 0.9533 | -0.0383 | 0.9533 | 0.9764 |
| No log | 2.0 | 150 | 1.0256 | 0.0286 | 1.0256 | 1.0127 |
| No log | 2.0267 | 152 | 0.9748 | 0.0698 | 0.9748 | 0.9873 |
| No log | 2.0533 | 154 | 0.6755 | 0.2914 | 0.6755 | 0.8219 |
| No log | 2.08 | 156 | 0.6367 | 0.2889 | 0.6367 | 0.7980 |
| No log | 2.1067 | 158 | 0.6826 | 0.3224 | 0.6826 | 0.8262 |
| No log | 2.1333 | 160 | 0.8954 | 0.0823 | 0.8954 | 0.9463 |
| No log | 2.16 | 162 | 0.7995 | 0.2653 | 0.7995 | 0.8941 |
| No log | 2.1867 | 164 | 0.6420 | 0.2265 | 0.6420 | 0.8012 |
| No log | 2.2133 | 166 | 0.7532 | 0.2941 | 0.7532 | 0.8679 |
| No log | 2.24 | 168 | 0.9742 | 0.1304 | 0.9742 | 0.9870 |
| No log | 2.2667 | 170 | 0.7950 | 0.1020 | 0.7950 | 0.8917 |
| No log | 2.2933 | 172 | 0.6609 | 0.1195 | 0.6609 | 0.8130 |
| No log | 2.32 | 174 | 0.6648 | 0.1195 | 0.6648 | 0.8153 |
| No log | 2.3467 | 176 | 0.7814 | -0.0455 | 0.7814 | 0.8840 |
| No log | 2.3733 | 178 | 0.8220 | 0.0204 | 0.8220 | 0.9066 |
| No log | 2.4 | 180 | 0.6737 | -0.0068 | 0.6737 | 0.8208 |
| No log | 2.4267 | 182 | 0.7479 | 0.2487 | 0.7479 | 0.8648 |
| No log | 2.4533 | 184 | 0.6895 | 0.2174 | 0.6895 | 0.8304 |
| No log | 2.48 | 186 | 0.6626 | 0.0526 | 0.6626 | 0.8140 |
| No log | 2.5067 | 188 | 1.0139 | 0.1692 | 1.0139 | 1.0070 |
| No log | 2.5333 | 190 | 1.2079 | 0.0968 | 1.2079 | 1.0990 |
| No log | 2.56 | 192 | 0.9391 | 0.1673 | 0.9391 | 0.9691 |
| No log | 2.5867 | 194 | 0.5746 | 0.0933 | 0.5746 | 0.7580 |
| No log | 2.6133 | 196 | 0.6295 | 0.2644 | 0.6295 | 0.7934 |
| No log | 2.64 | 198 | 0.5979 | 0.1304 | 0.5979 | 0.7732 |
| No log | 2.6667 | 200 | 0.6425 | 0.1617 | 0.6425 | 0.8016 |
| No log | 2.6933 | 202 | 0.7559 | 0.1357 | 0.7559 | 0.8694 |
| No log | 2.7200 | 204 | 0.8488 | 0.2146 | 0.8488 | 0.9213 |
| No log | 2.7467 | 206 | 0.8812 | 0.2554 | 0.8812 | 0.9387 |
| No log | 2.7733 | 208 | 0.7345 | 0.2079 | 0.7345 | 0.8571 |
| No log | 2.8 | 210 | 0.7731 | 0.2075 | 0.7731 | 0.8792 |
| No log | 2.8267 | 212 | 1.1283 | 0.1304 | 1.1283 | 1.0622 |
| No log | 2.8533 | 214 | 1.0217 | 0.2180 | 1.0217 | 1.0108 |
| No log | 2.88 | 216 | 1.0458 | 0.2180 | 1.0458 | 1.0227 |
| No log | 2.9067 | 218 | 1.0837 | 0.1304 | 1.0837 | 1.0410 |
| No log | 2.9333 | 220 | 0.8615 | 0.1475 | 0.8615 | 0.9282 |
| No log | 2.96 | 222 | 0.6209 | 0.3661 | 0.6209 | 0.7880 |
| No log | 2.9867 | 224 | 0.6444 | 0.3478 | 0.6444 | 0.8028 |
| No log | 3.0133 | 226 | 0.6238 | 0.3862 | 0.6238 | 0.7898 |
| No log | 3.04 | 228 | 0.9298 | 0.1811 | 0.9298 | 0.9643 |
| No log | 3.0667 | 230 | 1.1131 | 0.1378 | 1.1131 | 1.0550 |
| No log | 3.0933 | 232 | 1.0540 | 0.1648 | 1.0540 | 1.0266 |
| No log | 3.12 | 234 | 0.8001 | 0.2140 | 0.8001 | 0.8945 |
| No log | 3.1467 | 236 | 0.5878 | 0.2370 | 0.5878 | 0.7667 |
| No log | 3.1733 | 238 | 0.6103 | 0.2350 | 0.6103 | 0.7812 |
| No log | 3.2 | 240 | 0.7559 | 0.2511 | 0.7559 | 0.8694 |
| No log | 3.2267 | 242 | 0.7975 | 0.2423 | 0.7975 | 0.8931 |
| No log | 3.2533 | 244 | 0.8288 | 0.2743 | 0.8288 | 0.9104 |
| No log | 3.2800 | 246 | 0.7409 | 0.2793 | 0.7409 | 0.8608 |
| No log | 3.3067 | 248 | 0.6137 | 0.3367 | 0.6137 | 0.7834 |
| No log | 3.3333 | 250 | 0.6309 | 0.2350 | 0.6309 | 0.7943 |
| No log | 3.36 | 252 | 0.7648 | 0.2523 | 0.7648 | 0.8745 |
| No log | 3.3867 | 254 | 0.8961 | 0.2771 | 0.8961 | 0.9466 |
| No log | 3.4133 | 256 | 0.7885 | 0.2811 | 0.7885 | 0.8880 |
| No log | 3.44 | 258 | 0.6709 | 0.3200 | 0.6709 | 0.8191 |
| No log | 3.4667 | 260 | 0.7780 | 0.2381 | 0.7780 | 0.8821 |
| No log | 3.4933 | 262 | 0.7985 | 0.2281 | 0.7985 | 0.8936 |
| No log | 3.52 | 264 | 0.8747 | 0.2068 | 0.8747 | 0.9353 |
| No log | 3.5467 | 266 | 1.0235 | 0.1880 | 1.0235 | 1.0117 |
| No log | 3.5733 | 268 | 0.8249 | 0.2414 | 0.8249 | 0.9082 |
| No log | 3.6 | 270 | 0.6256 | 0.3297 | 0.6256 | 0.7909 |
| No log | 3.6267 | 272 | 0.6277 | 0.3073 | 0.6277 | 0.7923 |
| No log | 3.6533 | 274 | 0.7054 | 0.2762 | 0.7054 | 0.8399 |
| No log | 3.68 | 276 | 0.7392 | 0.2762 | 0.7392 | 0.8598 |
| No log | 3.7067 | 278 | 0.6905 | 0.2607 | 0.6905 | 0.8310 |
| No log | 3.7333 | 280 | 0.7072 | 0.2523 | 0.7072 | 0.8409 |
| No log | 3.76 | 282 | 0.7447 | 0.2661 | 0.7447 | 0.8629 |
| No log | 3.7867 | 284 | 0.8415 | 0.25 | 0.8415 | 0.9173 |
| No log | 3.8133 | 286 | 0.7485 | 0.2150 | 0.7485 | 0.8651 |
| No log | 3.84 | 288 | 0.7058 | 0.3010 | 0.7058 | 0.8401 |
| No log | 3.8667 | 290 | 0.8270 | 0.2479 | 0.8270 | 0.9094 |
| No log | 3.8933 | 292 | 1.0609 | 0.1278 | 1.0609 | 1.0300 |
| No log | 3.92 | 294 | 0.9479 | 0.0958 | 0.9479 | 0.9736 |
| No log | 3.9467 | 296 | 0.7095 | 0.3077 | 0.7095 | 0.8423 |
| No log | 3.9733 | 298 | 0.6390 | 0.2000 | 0.6390 | 0.7994 |
| No log | 4.0 | 300 | 0.6327 | 0.3073 | 0.6327 | 0.7954 |
| No log | 4.0267 | 302 | 0.8065 | 0.2212 | 0.8065 | 0.8980 |
| No log | 4.0533 | 304 | 1.1102 | 0.1418 | 1.1102 | 1.0537 |
| No log | 4.08 | 306 | 1.0684 | 0.1418 | 1.0684 | 1.0336 |
| No log | 4.1067 | 308 | 0.7752 | 0.2233 | 0.7752 | 0.8805 |
| No log | 4.1333 | 310 | 0.6263 | 0.3149 | 0.6263 | 0.7914 |
| No log | 4.16 | 312 | 0.6578 | 0.3191 | 0.6578 | 0.8111 |
| No log | 4.1867 | 314 | 0.6776 | 0.2821 | 0.6776 | 0.8232 |
| No log | 4.2133 | 316 | 0.9448 | 0.1873 | 0.9448 | 0.9720 |
| No log | 4.24 | 318 | 1.2586 | 0.0580 | 1.2586 | 1.1219 |
| No log | 4.2667 | 320 | 1.2381 | 0.0833 | 1.2381 | 1.1127 |
| No log | 4.2933 | 322 | 0.9392 | 0.1873 | 0.9392 | 0.9691 |
| No log | 4.32 | 324 | 0.7060 | 0.2079 | 0.7060 | 0.8402 |
| No log | 4.3467 | 326 | 0.6954 | 0.2340 | 0.6954 | 0.8339 |
| No log | 4.3733 | 328 | 0.7650 | 0.1923 | 0.7650 | 0.8746 |
| No log | 4.4 | 330 | 1.0455 | 0.1562 | 1.0455 | 1.0225 |
| No log | 4.4267 | 332 | 1.3755 | 0.0627 | 1.3755 | 1.1728 |
| No log | 4.4533 | 334 | 1.3426 | 0.0604 | 1.3426 | 1.1587 |
| No log | 4.48 | 336 | 1.1728 | 0.0746 | 1.1728 | 1.0830 |
| No log | 4.5067 | 338 | 0.8785 | 0.1276 | 0.8785 | 0.9373 |
| No log | 4.5333 | 340 | 0.7144 | 0.1845 | 0.7144 | 0.8452 |
| No log | 4.5600 | 342 | 0.6895 | 0.3010 | 0.6895 | 0.8304 |
| No log | 4.5867 | 344 | 0.7901 | 0.1781 | 0.7901 | 0.8889 |
| No log | 4.6133 | 346 | 0.8834 | 0.1579 | 0.8834 | 0.9399 |
| No log | 4.64 | 348 | 0.9218 | 0.1245 | 0.9218 | 0.9601 |
| No log | 4.6667 | 350 | 0.7636 | 0.1925 | 0.7636 | 0.8738 |
| No log | 4.6933 | 352 | 0.6896 | 0.1828 | 0.6896 | 0.8304 |
| No log | 4.72 | 354 | 0.6449 | 0.2644 | 0.6449 | 0.8030 |
| No log | 4.7467 | 356 | 0.6979 | 0.1414 | 0.6979 | 0.8354 |
| No log | 4.7733 | 358 | 0.7595 | 0.0769 | 0.7595 | 0.8715 |
| No log | 4.8 | 360 | 0.7947 | 0.1174 | 0.7947 | 0.8914 |
| No log | 4.8267 | 362 | 0.9243 | 0.1597 | 0.9243 | 0.9614 |
| No log | 4.8533 | 364 | 0.8828 | 0.1193 | 0.8828 | 0.9396 |
| No log | 4.88 | 366 | 0.7395 | 0.1220 | 0.7395 | 0.8599 |
| No log | 4.9067 | 368 | 0.7161 | 0.2222 | 0.7161 | 0.8462 |
| No log | 4.9333 | 370 | 0.7555 | 0.2161 | 0.7555 | 0.8692 |
| No log | 4.96 | 372 | 0.7757 | 0.1068 | 0.7757 | 0.8807 |
| No log | 4.9867 | 374 | 0.8453 | 0.0968 | 0.8453 | 0.9194 |
| No log | 5.0133 | 376 | 0.9395 | 0.2137 | 0.9395 | 0.9693 |
| No log | 5.04 | 378 | 0.8823 | 0.2140 | 0.8823 | 0.9393 |
| No log | 5.0667 | 380 | 0.7823 | 0.1549 | 0.7823 | 0.8845 |
| No log | 5.0933 | 382 | 0.7362 | 0.0928 | 0.7362 | 0.8580 |
| No log | 5.12 | 384 | 0.7034 | 0.2245 | 0.7034 | 0.8387 |
| No log | 5.1467 | 386 | 0.7010 | 0.2165 | 0.7010 | 0.8372 |
| No log | 5.1733 | 388 | 0.8368 | 0.2140 | 0.8368 | 0.9148 |
| No log | 5.2 | 390 | 1.0943 | 0.1655 | 1.0943 | 1.0461 |
| No log | 5.2267 | 392 | 1.1401 | 0.1655 | 1.1401 | 1.0678 |
| No log | 5.2533 | 394 | 0.9109 | 0.1464 | 0.9109 | 0.9544 |
| No log | 5.28 | 396 | 0.6783 | 0.2941 | 0.6783 | 0.8236 |
| No log | 5.3067 | 398 | 0.6600 | 0.3508 | 0.6600 | 0.8124 |
| No log | 5.3333 | 400 | 0.6366 | 0.3846 | 0.6366 | 0.7979 |
| No log | 5.36 | 402 | 0.6196 | 0.3814 | 0.6196 | 0.7871 |
| No log | 5.3867 | 404 | 0.8327 | 0.1861 | 0.8327 | 0.9125 |
| No log | 5.4133 | 406 | 0.9942 | 0.1940 | 0.9942 | 0.9971 |
| No log | 5.44 | 408 | 0.9576 | 0.1939 | 0.9576 | 0.9785 |
| No log | 5.4667 | 410 | 0.7519 | 0.25 | 0.7519 | 0.8671 |
| No log | 5.4933 | 412 | 0.6112 | 0.28 | 0.6112 | 0.7818 |
| No log | 5.52 | 414 | 0.6039 | 0.2709 | 0.6039 | 0.7771 |
| No log | 5.5467 | 416 | 0.5912 | 0.3769 | 0.5912 | 0.7689 |
| No log | 5.5733 | 418 | 0.6627 | 0.2464 | 0.6627 | 0.8141 |
| No log | 5.6 | 420 | 0.8753 | 0.1290 | 0.8753 | 0.9356 |
| No log | 5.6267 | 422 | 0.9702 | 0.1628 | 0.9702 | 0.9850 |
| No log | 5.6533 | 424 | 0.9139 | 0.1621 | 0.9139 | 0.9560 |
| No log | 5.68 | 426 | 0.7529 | 0.2423 | 0.7529 | 0.8677 |
| No log | 5.7067 | 428 | 0.6871 | 0.3028 | 0.6871 | 0.8289 |
| No log | 5.7333 | 430 | 0.6805 | 0.2676 | 0.6805 | 0.8249 |
| No log | 5.76 | 432 | 0.7355 | 0.2432 | 0.7355 | 0.8576 |
| No log | 5.7867 | 434 | 0.8458 | 0.1807 | 0.8458 | 0.9197 |
| No log | 5.8133 | 436 | 0.8397 | 0.1803 | 0.8397 | 0.9163 |
| No log | 5.84 | 438 | 0.8051 | 0.2137 | 0.8051 | 0.8973 |
| No log | 5.8667 | 440 | 0.6755 | 0.2986 | 0.6755 | 0.8219 |
| No log | 5.8933 | 442 | 0.6359 | 0.2941 | 0.6359 | 0.7975 |
| No log | 5.92 | 444 | 0.6729 | 0.2963 | 0.6729 | 0.8203 |
| No log | 5.9467 | 446 | 0.7597 | 0.2137 | 0.7597 | 0.8716 |
| No log | 5.9733 | 448 | 0.7276 | 0.2153 | 0.7276 | 0.8530 |
| No log | 6.0 | 450 | 0.7092 | 0.2150 | 0.7092 | 0.8422 |
| No log | 6.0267 | 452 | 0.6959 | 0.2607 | 0.6959 | 0.8342 |
| No log | 6.0533 | 454 | 0.6554 | 0.2245 | 0.6554 | 0.8096 |
| No log | 6.08 | 456 | 0.6030 | 0.1698 | 0.6030 | 0.7766 |
| No log | 6.1067 | 458 | 0.6292 | 0.2174 | 0.6292 | 0.7932 |
| No log | 6.1333 | 460 | 0.7493 | 0.1925 | 0.7493 | 0.8656 |
| No log | 6.16 | 462 | 0.8079 | 0.1931 | 0.8079 | 0.8988 |
| No log | 6.1867 | 464 | 0.8205 | 0.1605 | 0.8205 | 0.9058 |
| No log | 6.2133 | 466 | 0.7200 | 0.2150 | 0.7200 | 0.8485 |
| No log | 6.24 | 468 | 0.6639 | 0.1753 | 0.6639 | 0.8148 |
| No log | 6.2667 | 470 | 0.6853 | 0.1753 | 0.6853 | 0.8279 |
| No log | 6.2933 | 472 | 0.7568 | 0.1790 | 0.7568 | 0.8699 |
| No log | 6.32 | 474 | 0.8206 | 0.1795 | 0.8206 | 0.9059 |
| No log | 6.3467 | 476 | 0.8032 | 0.1861 | 0.8032 | 0.8962 |
| No log | 6.3733 | 478 | 0.7760 | 0.1790 | 0.7760 | 0.8809 |
| No log | 6.4 | 480 | 0.7877 | 0.1795 | 0.7877 | 0.8875 |
| No log | 6.4267 | 482 | 0.7914 | 0.1799 | 0.7914 | 0.8896 |
| No log | 6.4533 | 484 | 0.7880 | 0.1799 | 0.7880 | 0.8877 |
| No log | 6.48 | 486 | 0.6775 | 0.2157 | 0.6775 | 0.8231 |
| No log | 6.5067 | 488 | 0.6153 | 0.3161 | 0.6153 | 0.7844 |
| No log | 6.5333 | 490 | 0.6140 | 0.3161 | 0.6140 | 0.7836 |
| No log | 6.5600 | 492 | 0.6909 | 0.2161 | 0.6909 | 0.8312 |
| No log | 6.5867 | 494 | 0.7884 | 0.1790 | 0.7884 | 0.8879 |
| No log | 6.6133 | 496 | 0.8027 | 0.1453 | 0.8027 | 0.8959 |
| No log | 6.64 | 498 | 0.8355 | 0.1867 | 0.8355 | 0.9141 |
| 0.4968 | 6.6667 | 500 | 0.8680 | 0.1545 | 0.8680 | 0.9316 |
| 0.4968 | 6.6933 | 502 | 0.8431 | 0.2203 | 0.8431 | 0.9182 |
| 0.4968 | 6.72 | 504 | 0.9021 | 0.1680 | 0.9021 | 0.9498 |
| 0.4968 | 6.7467 | 506 | 0.9420 | 0.1692 | 0.9420 | 0.9706 |
| 0.4968 | 6.7733 | 508 | 0.8952 | 0.2000 | 0.8952 | 0.9461 |
| 0.4968 | 6.8 | 510 | 0.8068 | 0.2208 | 0.8068 | 0.8982 |
| 0.4968 | 6.8267 | 512 | 0.7019 | 0.1765 | 0.7019 | 0.8378 |
| 0.4968 | 6.8533 | 514 | 0.6451 | 0.24 | 0.6451 | 0.8032 |
| 0.4968 | 6.88 | 516 | 0.6295 | 0.2727 | 0.6295 | 0.7934 |
| 0.4968 | 6.9067 | 518 | 0.6706 | 0.24 | 0.6706 | 0.8189 |
| 0.4968 | 6.9333 | 520 | 0.7230 | 0.1388 | 0.7230 | 0.8503 |
| 0.4968 | 6.96 | 522 | 0.7365 | 0.1402 | 0.7365 | 0.8582 |
| 0.4968 | 6.9867 | 524 | 0.7370 | 0.1402 | 0.7370 | 0.8585 |
| 0.4968 | 7.0133 | 526 | 0.7117 | 0.1373 | 0.7117 | 0.8436 |
| 0.4968 | 7.04 | 528 | 0.6356 | 0.2941 | 0.6356 | 0.7972 |
| 0.4968 | 7.0667 | 530 | 0.5909 | 0.4043 | 0.5909 | 0.7687 |
| 0.4968 | 7.0933 | 532 | 0.6006 | 0.3077 | 0.6006 | 0.7750 |
| 0.4968 | 7.12 | 534 | 0.6155 | 0.3116 | 0.6155 | 0.7845 |
| 0.4968 | 7.1467 | 536 | 0.6709 | 0.2077 | 0.6709 | 0.8191 |
| 0.4968 | 7.1733 | 538 | 0.7465 | 0.1092 | 0.7465 | 0.8640 |
| 0.4968 | 7.2 | 540 | 0.7625 | 0.1504 | 0.7625 | 0.8732 |
| 0.4968 | 7.2267 | 542 | 0.7118 | 0.1373 | 0.7118 | 0.8437 |
| 0.4968 | 7.2533 | 544 | 0.6320 | 0.2081 | 0.6320 | 0.7950 |
| 0.4968 | 7.28 | 546 | 0.6146 | 0.2000 | 0.6146 | 0.7839 |
| 0.4968 | 7.3067 | 548 | 0.6147 | 0.0870 | 0.6147 | 0.7840 |
| 0.4968 | 7.3333 | 550 | 0.6238 | 0.1381 | 0.6238 | 0.7898 |
| 0.4968 | 7.36 | 552 | 0.6311 | 0.1832 | 0.6311 | 0.7944 |
| 0.4968 | 7.3867 | 554 | 0.6282 | 0.1832 | 0.6282 | 0.7926 |
| 0.4968 | 7.4133 | 556 | 0.5837 | 0.1628 | 0.5837 | 0.7640 |
| 0.4968 | 7.44 | 558 | 0.5769 | 0.2096 | 0.5769 | 0.7596 |
| 0.4968 | 7.4667 | 560 | 0.6146 | 0.1381 | 0.6146 | 0.7839 |
| 0.4968 | 7.4933 | 562 | 0.6559 | 0.1837 | 0.6559 | 0.8099 |
| 0.4968 | 7.52 | 564 | 0.6731 | 0.1837 | 0.6731 | 0.8204 |
| 0.4968 | 7.5467 | 566 | 0.6901 | 0.1841 | 0.6901 | 0.8307 |
| 0.4968 | 7.5733 | 568 | 0.6910 | 0.1841 | 0.6910 | 0.8313 |
| 0.4968 | 7.6 | 570 | 0.6585 | 0.1837 | 0.6585 | 0.8115 |
| 0.4968 | 7.6267 | 572 | 0.6521 | 0.1837 | 0.6521 | 0.8075 |
| 0.4968 | 7.6533 | 574 | 0.6099 | 0.1230 | 0.6099 | 0.7810 |
| 0.4968 | 7.68 | 576 | 0.5710 | 0.3446 | 0.5710 | 0.7556 |
| 0.4968 | 7.7067 | 578 | 0.5654 | 0.2832 | 0.5654 | 0.7519 |
| 0.4968 | 7.7333 | 580 | 0.5661 | 0.2832 | 0.5661 | 0.7524 |
| 0.4968 | 7.76 | 582 | 0.5799 | 0.2558 | 0.5799 | 0.7615 |
| 0.4968 | 7.7867 | 584 | 0.6514 | 0.2161 | 0.6514 | 0.8071 |
| 0.4968 | 7.8133 | 586 | 0.7355 | 0.2212 | 0.7355 | 0.8576 |
| 0.4968 | 7.84 | 588 | 0.7885 | 0.2212 | 0.7885 | 0.8880 |
| 0.4968 | 7.8667 | 590 | 0.8007 | 0.2212 | 0.8007 | 0.8948 |
| 0.4968 | 7.8933 | 592 | 0.7365 | 0.2217 | 0.7365 | 0.8582 |
| 0.4968 | 7.92 | 594 | 0.6454 | 0.2165 | 0.6454 | 0.8034 |
| 0.4968 | 7.9467 | 596 | 0.5905 | 0.2967 | 0.5905 | 0.7684 |
| 0.4968 | 7.9733 | 598 | 0.5806 | 0.3333 | 0.5806 | 0.7620 |
| 0.4968 | 8.0 | 600 | 0.5883 | 0.2967 | 0.5883 | 0.7670 |
| 0.4968 | 8.0267 | 602 | 0.6188 | 0.25 | 0.6188 | 0.7866 |
| 0.4968 | 8.0533 | 604 | 0.6621 | 0.2157 | 0.6621 | 0.8137 |
| 0.4968 | 8.08 | 606 | 0.7026 | 0.2227 | 0.7026 | 0.8382 |
| 0.4968 | 8.1067 | 608 | 0.6984 | 0.2227 | 0.6984 | 0.8357 |
| 0.4968 | 8.1333 | 610 | 0.6708 | 0.1770 | 0.6708 | 0.8190 |
| 0.4968 | 8.16 | 612 | 0.6584 | 0.1765 | 0.6584 | 0.8114 |
| 0.4968 | 8.1867 | 614 | 0.6574 | 0.1759 | 0.6574 | 0.8108 |
| 0.4968 | 8.2133 | 616 | 0.6582 | 0.1765 | 0.6582 | 0.8113 |
| 0.4968 | 8.24 | 618 | 0.6878 | 0.1776 | 0.6878 | 0.8293 |
| 0.4968 | 8.2667 | 620 | 0.7105 | 0.2227 | 0.7105 | 0.8429 |
| 0.4968 | 8.2933 | 622 | 0.6898 | 0.1776 | 0.6898 | 0.8306 |
| 0.4968 | 8.32 | 624 | 0.6515 | 0.28 | 0.6515 | 0.8072 |
| 0.4968 | 8.3467 | 626 | 0.6433 | 0.2709 | 0.6433 | 0.8021 |
| 0.4968 | 8.3733 | 628 | 0.6518 | 0.2709 | 0.6518 | 0.8074 |
| 0.4968 | 8.4 | 630 | 0.6969 | 0.2239 | 0.6969 | 0.8348 |
| 0.4968 | 8.4267 | 632 | 0.7163 | 0.2217 | 0.7163 | 0.8463 |
| 0.4968 | 8.4533 | 634 | 0.7032 | 0.2233 | 0.7032 | 0.8386 |
| 0.4968 | 8.48 | 636 | 0.6942 | 0.2233 | 0.6942 | 0.8332 |
| 0.4968 | 8.5067 | 638 | 0.6891 | 0.2239 | 0.6891 | 0.8301 |
| 0.4968 | 8.5333 | 640 | 0.6964 | 0.2233 | 0.6964 | 0.8345 |
| 0.4968 | 8.56 | 642 | 0.7263 | 0.2217 | 0.7263 | 0.8522 |
| 0.4968 | 8.5867 | 644 | 0.7300 | 0.2217 | 0.7300 | 0.8544 |
| 0.4968 | 8.6133 | 646 | 0.7565 | 0.1858 | 0.7565 | 0.8698 |
| 0.4968 | 8.64 | 648 | 0.7587 | 0.1858 | 0.7587 | 0.8710 |
| 0.4968 | 8.6667 | 650 | 0.7286 | 0.2217 | 0.7286 | 0.8536 |
| 0.4968 | 8.6933 | 652 | 0.6817 | 0.2079 | 0.6817 | 0.8257 |
| 0.4968 | 8.72 | 654 | 0.6516 | 0.2709 | 0.6516 | 0.8072 |
| 0.4968 | 8.7467 | 656 | 0.6295 | 0.2990 | 0.6295 | 0.7934 |
| 0.4968 | 8.7733 | 658 | 0.6252 | 0.3016 | 0.6252 | 0.7907 |
| 0.4968 | 8.8 | 660 | 0.6326 | 0.2941 | 0.6326 | 0.7953 |
| 0.4968 | 8.8267 | 662 | 0.6476 | 0.2621 | 0.6476 | 0.8048 |
| 0.4968 | 8.8533 | 664 | 0.6608 | 0.2081 | 0.6608 | 0.8129 |
| 0.4968 | 8.88 | 666 | 0.6995 | 0.1770 | 0.6995 | 0.8363 |
| 0.4968 | 8.9067 | 668 | 0.7460 | 0.2217 | 0.7460 | 0.8637 |
| 0.4968 | 8.9333 | 670 | 0.7627 | 0.1858 | 0.7627 | 0.8733 |
| 0.4968 | 8.96 | 672 | 0.7552 | 0.2217 | 0.7552 | 0.8690 |
| 0.4968 | 8.9867 | 674 | 0.7229 | 0.2217 | 0.7229 | 0.8502 |
| 0.4968 | 9.0133 | 676 | 0.6800 | 0.2239 | 0.6800 | 0.8246 |
| 0.4968 | 9.04 | 678 | 0.6520 | 0.2165 | 0.6520 | 0.8075 |
| 0.4968 | 9.0667 | 680 | 0.6360 | 0.2081 | 0.6360 | 0.7975 |
| 0.4968 | 9.0933 | 682 | 0.6280 | 0.2941 | 0.6280 | 0.7925 |
| 0.4968 | 9.12 | 684 | 0.6185 | 0.2527 | 0.6185 | 0.7865 |
| 0.4968 | 9.1467 | 686 | 0.6168 | 0.2542 | 0.6168 | 0.7853 |
| 0.4968 | 9.1733 | 688 | 0.6201 | 0.2941 | 0.6201 | 0.7874 |
| 0.4968 | 9.2 | 690 | 0.6358 | 0.2165 | 0.6358 | 0.7974 |
| 0.4968 | 9.2267 | 692 | 0.6634 | 0.2239 | 0.6634 | 0.8145 |
| 0.4968 | 9.2533 | 694 | 0.7030 | 0.2222 | 0.7030 | 0.8384 |
| 0.4968 | 9.28 | 696 | 0.7384 | 0.2217 | 0.7384 | 0.8593 |
| 0.4968 | 9.3067 | 698 | 0.7443 | 0.2217 | 0.7443 | 0.8627 |
| 0.4968 | 9.3333 | 700 | 0.7271 | 0.2217 | 0.7271 | 0.8527 |
| 0.4968 | 9.36 | 702 | 0.7057 | 0.2222 | 0.7057 | 0.8401 |
| 0.4968 | 9.3867 | 704 | 0.6875 | 0.2239 | 0.6875 | 0.8292 |
| 0.4968 | 9.4133 | 706 | 0.6745 | 0.2239 | 0.6745 | 0.8213 |
| 0.4968 | 9.44 | 708 | 0.6651 | 0.2239 | 0.6651 | 0.8155 |
| 0.4968 | 9.4667 | 710 | 0.6566 | 0.1759 | 0.6566 | 0.8103 |
| 0.4968 | 9.4933 | 712 | 0.6554 | 0.1759 | 0.6554 | 0.8096 |
| 0.4968 | 9.52 | 714 | 0.6505 | 0.1759 | 0.6505 | 0.8065 |
| 0.4968 | 9.5467 | 716 | 0.6540 | 0.1759 | 0.6540 | 0.8087 |
| 0.4968 | 9.5733 | 718 | 0.6682 | 0.2239 | 0.6682 | 0.8175 |
| 0.4968 | 9.6 | 720 | 0.6779 | 0.2239 | 0.6779 | 0.8233 |
| 0.4968 | 9.6267 | 722 | 0.6857 | 0.2239 | 0.6857 | 0.8281 |
| 0.4968 | 9.6533 | 724 | 0.6896 | 0.2239 | 0.6896 | 0.8304 |
| 0.4968 | 9.68 | 726 | 0.6912 | 0.2239 | 0.6912 | 0.8314 |
| 0.4968 | 9.7067 | 728 | 0.6863 | 0.2239 | 0.6863 | 0.8284 |
| 0.4968 | 9.7333 | 730 | 0.6756 | 0.2239 | 0.6756 | 0.8219 |
| 0.4968 | 9.76 | 732 | 0.6632 | 0.1765 | 0.6632 | 0.8144 |
| 0.4968 | 9.7867 | 734 | 0.6530 | 0.1759 | 0.6530 | 0.8081 |
| 0.4968 | 9.8133 | 736 | 0.6454 | 0.2165 | 0.6454 | 0.8034 |
| 0.4968 | 9.84 | 738 | 0.6402 | 0.2165 | 0.6402 | 0.8001 |
| 0.4968 | 9.8667 | 740 | 0.6381 | 0.2165 | 0.6381 | 0.7988 |
| 0.4968 | 9.8933 | 742 | 0.6370 | 0.2165 | 0.6370 | 0.7981 |
| 0.4968 | 9.92 | 744 | 0.6365 | 0.2165 | 0.6365 | 0.7978 |
| 0.4968 | 9.9467 | 746 | 0.6372 | 0.2165 | 0.6372 | 0.7983 |
| 0.4968 | 9.9733 | 748 | 0.6370 | 0.2165 | 0.6370 | 0.7981 |
| 0.4968 | 10.0 | 750 | 0.6371 | 0.2165 | 0.6371 | 0.7982 |