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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k18_task2_organization

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  1. README.md +263 -263
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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k17_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k17_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.2617
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- - Qwk: 0.2097
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- - Mse: 1.2617
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- - Rmse: 1.1233
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  ## Model description
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@@ -47,263 +47,263 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0408 | 2 | 4.7017 | 0.0042 | 4.7017 | 2.1683 |
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- | No log | 0.0816 | 4 | 2.8824 | -0.0519 | 2.8824 | 1.6978 |
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- | No log | 0.1224 | 6 | 1.9469 | 0.0749 | 1.9469 | 1.3953 |
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- | No log | 0.1633 | 8 | 1.5525 | 0.0372 | 1.5525 | 1.2460 |
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- | No log | 0.2041 | 10 | 1.3767 | 0.0610 | 1.3767 | 1.1733 |
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- | No log | 0.2449 | 12 | 1.3049 | 0.1437 | 1.3049 | 1.1423 |
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- | No log | 0.2857 | 14 | 1.3996 | 0.0362 | 1.3996 | 1.1830 |
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- | No log | 0.3265 | 16 | 1.6257 | 0.0317 | 1.6257 | 1.2750 |
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- | No log | 0.3673 | 18 | 1.7006 | 0.0 | 1.7006 | 1.3041 |
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- | No log | 0.4082 | 20 | 1.5162 | 0.0317 | 1.5162 | 1.2313 |
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- | No log | 0.4490 | 22 | 1.3128 | 0.0104 | 1.3128 | 1.1458 |
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- | No log | 0.4898 | 24 | 1.1863 | 0.1995 | 1.1863 | 1.0892 |
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- | No log | 0.5306 | 26 | 1.2184 | 0.0628 | 1.2184 | 1.1038 |
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- | No log | 0.5714 | 28 | 1.2259 | 0.0741 | 1.2259 | 1.1072 |
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- | No log | 0.6122 | 30 | 1.2755 | 0.1791 | 1.2755 | 1.1294 |
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- | No log | 0.6531 | 32 | 1.4401 | 0.0254 | 1.4401 | 1.2001 |
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- | No log | 0.6939 | 34 | 1.4013 | 0.0169 | 1.4013 | 1.1838 |
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- | No log | 0.7347 | 36 | 1.4128 | 0.0403 | 1.4128 | 1.1886 |
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- | No log | 0.7755 | 38 | 1.3240 | 0.0449 | 1.3240 | 1.1507 |
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- | No log | 0.8163 | 40 | 1.2825 | 0.1288 | 1.2825 | 1.1325 |
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- | No log | 0.8571 | 42 | 1.2477 | 0.0952 | 1.2476 | 1.1170 |
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- | No log | 0.8980 | 44 | 1.2423 | 0.0573 | 1.2423 | 1.1146 |
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- | No log | 0.9388 | 46 | 1.1937 | 0.1144 | 1.1937 | 1.0926 |
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- | No log | 0.9796 | 48 | 1.2469 | 0.0454 | 1.2469 | 1.1166 |
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- | No log | 1.0204 | 50 | 1.2204 | 0.0454 | 1.2204 | 1.1047 |
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- | No log | 1.0612 | 52 | 1.1873 | 0.1632 | 1.1873 | 1.0896 |
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- | No log | 1.1020 | 54 | 1.3156 | 0.0362 | 1.3156 | 1.1470 |
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- | No log | 1.1429 | 56 | 1.5859 | 0.0317 | 1.5859 | 1.2593 |
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- | No log | 1.1837 | 58 | 1.5362 | 0.0317 | 1.5362 | 1.2394 |
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- | No log | 1.2245 | 60 | 1.3450 | 0.0426 | 1.3450 | 1.1597 |
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- | No log | 1.2653 | 62 | 1.2522 | 0.1753 | 1.2522 | 1.1190 |
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- | No log | 1.3061 | 64 | 1.1942 | 0.2360 | 1.1942 | 1.0928 |
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- | No log | 1.3469 | 66 | 1.1778 | 0.1444 | 1.1778 | 1.0853 |
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- | No log | 1.3878 | 68 | 1.2066 | 0.1214 | 1.2066 | 1.0985 |
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- | No log | 1.4286 | 70 | 1.1795 | 0.1504 | 1.1795 | 1.0861 |
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- | No log | 1.4694 | 72 | 1.1682 | 0.1814 | 1.1682 | 1.0808 |
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- | No log | 1.5102 | 74 | 1.1139 | 0.2132 | 1.1139 | 1.0554 |
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- | No log | 1.5510 | 76 | 1.1126 | 0.3427 | 1.1126 | 1.0548 |
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- | No log | 1.5918 | 78 | 1.1326 | 0.2417 | 1.1326 | 1.0643 |
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- | No log | 1.6327 | 80 | 1.0988 | 0.3502 | 1.0988 | 1.0483 |
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- | No log | 1.6735 | 82 | 1.0800 | 0.2025 | 1.0800 | 1.0392 |
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- | No log | 1.7143 | 84 | 1.0357 | 0.4039 | 1.0357 | 1.0177 |
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- | No log | 1.7551 | 86 | 0.9950 | 0.3463 | 0.9950 | 0.9975 |
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- | No log | 1.7959 | 88 | 0.9969 | 0.2947 | 0.9969 | 0.9984 |
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- | No log | 1.8367 | 90 | 1.0521 | 0.2409 | 1.0521 | 1.0257 |
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- | No log | 1.8776 | 92 | 1.1286 | 0.2056 | 1.1286 | 1.0624 |
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- | No log | 1.9184 | 94 | 1.1776 | 0.1903 | 1.1776 | 1.0852 |
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- | No log | 1.9592 | 96 | 1.2441 | 0.1611 | 1.2441 | 1.1154 |
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- | No log | 2.0 | 98 | 1.2146 | 0.1517 | 1.2146 | 1.1021 |
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- | No log | 2.0408 | 100 | 1.1371 | 0.2525 | 1.1371 | 1.0663 |
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- | No log | 2.0816 | 102 | 1.1781 | 0.1997 | 1.1781 | 1.0854 |
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- | No log | 2.1224 | 104 | 1.1327 | 0.2381 | 1.1327 | 1.0643 |
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- | No log | 2.1633 | 106 | 1.0367 | 0.3042 | 1.0367 | 1.0182 |
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- | No log | 2.2041 | 108 | 1.0282 | 0.3565 | 1.0282 | 1.0140 |
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- | No log | 2.2449 | 110 | 1.0682 | 0.2015 | 1.0682 | 1.0335 |
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- | No log | 2.2857 | 112 | 1.2783 | 0.3347 | 1.2783 | 1.1306 |
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- | No log | 2.3265 | 114 | 1.5494 | 0.2797 | 1.5494 | 1.2447 |
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- | No log | 2.3673 | 116 | 1.5319 | 0.2471 | 1.5319 | 1.2377 |
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- | No log | 2.4082 | 118 | 1.3354 | 0.3738 | 1.3354 | 1.1556 |
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- | No log | 2.4490 | 120 | 1.1922 | 0.3317 | 1.1922 | 1.0919 |
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- | No log | 2.4898 | 122 | 1.0635 | 0.3113 | 1.0635 | 1.0313 |
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- | No log | 2.5306 | 124 | 1.0580 | 0.2933 | 1.0580 | 1.0286 |
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- | No log | 2.5714 | 126 | 1.1831 | 0.3658 | 1.1831 | 1.0877 |
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- | No log | 2.6122 | 128 | 1.4778 | 0.3311 | 1.4778 | 1.2156 |
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- | No log | 2.6531 | 130 | 1.6250 | 0.2545 | 1.6250 | 1.2748 |
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- | No log | 2.6939 | 132 | 1.5104 | 0.3118 | 1.5104 | 1.2290 |
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- | No log | 2.7347 | 134 | 1.3627 | 0.3375 | 1.3627 | 1.1673 |
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- | No log | 2.7755 | 136 | 1.4661 | 0.3331 | 1.4661 | 1.2108 |
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- | No log | 2.8163 | 138 | 1.4523 | 0.3449 | 1.4523 | 1.2051 |
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- | No log | 2.8571 | 140 | 1.4589 | 0.3229 | 1.4589 | 1.2079 |
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- | No log | 2.8980 | 142 | 1.3706 | 0.3185 | 1.3706 | 1.1707 |
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- | No log | 2.9388 | 144 | 1.3575 | 0.3228 | 1.3575 | 1.1651 |
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- | No log | 2.9796 | 146 | 1.5072 | 0.3110 | 1.5072 | 1.2277 |
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- | No log | 3.0204 | 148 | 1.7746 | 0.2731 | 1.7746 | 1.3321 |
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- | No log | 3.0612 | 150 | 1.7490 | 0.2731 | 1.7490 | 1.3225 |
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- | No log | 3.1020 | 152 | 1.4442 | 0.2925 | 1.4442 | 1.2017 |
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- | No log | 3.1429 | 154 | 1.1881 | 0.3398 | 1.1881 | 1.0900 |
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- | No log | 3.1837 | 156 | 1.2320 | 0.3192 | 1.2320 | 1.1100 |
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- | No log | 3.2245 | 158 | 1.4469 | 0.3118 | 1.4469 | 1.2029 |
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- | No log | 3.2653 | 160 | 1.7231 | 0.3009 | 1.7231 | 1.3127 |
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- | No log | 3.3061 | 162 | 1.7126 | 0.2689 | 1.7126 | 1.3087 |
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- | No log | 3.3469 | 164 | 1.5643 | 0.3132 | 1.5643 | 1.2507 |
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- | No log | 3.3878 | 166 | 1.3715 | 0.3641 | 1.3715 | 1.1711 |
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- | No log | 3.4286 | 168 | 1.3396 | 0.2716 | 1.3396 | 1.1574 |
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- | No log | 3.4694 | 170 | 1.5363 | 0.3118 | 1.5363 | 1.2395 |
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- | No log | 3.5102 | 172 | 1.8852 | 0.1753 | 1.8852 | 1.3730 |
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- | No log | 3.5510 | 174 | 1.8502 | 0.2038 | 1.8502 | 1.3602 |
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- | No log | 3.5918 | 176 | 1.5904 | 0.2419 | 1.5904 | 1.2611 |
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- | No log | 3.6327 | 178 | 1.4727 | 0.2006 | 1.4727 | 1.2136 |
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- | No log | 3.6735 | 180 | 1.5742 | 0.2210 | 1.5742 | 1.2547 |
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- | No log | 3.7143 | 182 | 1.6909 | 0.2471 | 1.6909 | 1.3003 |
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- | No log | 3.7551 | 184 | 1.5777 | 0.2229 | 1.5777 | 1.2561 |
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- | No log | 3.7959 | 186 | 1.3492 | 0.2384 | 1.3492 | 1.1616 |
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- | No log | 3.8367 | 188 | 1.2973 | 0.2223 | 1.2973 | 1.1390 |
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- | No log | 3.8776 | 190 | 1.3748 | 0.2503 | 1.3748 | 1.1725 |
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- | No log | 3.9184 | 192 | 1.4261 | 0.2503 | 1.4261 | 1.1942 |
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- | No log | 3.9592 | 194 | 1.3818 | 0.2503 | 1.3818 | 1.1755 |
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- | No log | 4.0 | 196 | 1.2534 | 0.2978 | 1.2534 | 1.1195 |
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- | No log | 4.0408 | 198 | 1.2837 | 0.2889 | 1.2837 | 1.1330 |
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- | No log | 4.0816 | 200 | 1.4773 | 0.2985 | 1.4773 | 1.2154 |
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- | No log | 4.1224 | 202 | 1.6113 | 0.2597 | 1.6113 | 1.2694 |
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- | No log | 4.1633 | 204 | 1.5714 | 0.2391 | 1.5714 | 1.2536 |
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- | No log | 4.2041 | 206 | 1.3742 | 0.3087 | 1.3742 | 1.1723 |
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- | No log | 4.2449 | 208 | 1.3649 | 0.2620 | 1.3649 | 1.1683 |
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- | No log | 4.2857 | 210 | 1.2941 | 0.2503 | 1.2941 | 1.1376 |
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- | No log | 4.3265 | 212 | 1.2685 | 0.2090 | 1.2685 | 1.1263 |
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- | No log | 4.3673 | 214 | 1.1963 | 0.2552 | 1.1963 | 1.0938 |
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- | No log | 4.4082 | 216 | 1.2557 | 0.2084 | 1.2557 | 1.1206 |
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- | No log | 4.4490 | 218 | 1.4470 | 0.2701 | 1.4470 | 1.2029 |
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- | No log | 4.4898 | 220 | 1.7237 | 0.2564 | 1.7237 | 1.3129 |
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- | No log | 4.5306 | 222 | 1.7940 | 0.2141 | 1.7940 | 1.3394 |
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- | No log | 4.5714 | 224 | 1.7491 | 0.2141 | 1.7491 | 1.3225 |
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- | No log | 4.6122 | 226 | 1.6817 | 0.2419 | 1.6817 | 1.2968 |
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- | No log | 4.6531 | 228 | 1.4911 | 0.2140 | 1.4911 | 1.2211 |
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- | No log | 4.6939 | 230 | 1.4330 | 0.2560 | 1.4330 | 1.1971 |
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- | No log | 4.7347 | 232 | 1.4478 | 0.2862 | 1.4478 | 1.2032 |
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- | No log | 4.7755 | 234 | 1.4330 | 0.3576 | 1.4330 | 1.1971 |
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- | No log | 4.8163 | 236 | 1.6199 | 0.3008 | 1.6199 | 1.2727 |
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- | No log | 4.8571 | 238 | 1.7765 | 0.2568 | 1.7765 | 1.3328 |
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- | No log | 4.8980 | 240 | 1.7364 | 0.3025 | 1.7364 | 1.3177 |
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- | No log | 4.9388 | 242 | 1.4324 | 0.3269 | 1.4324 | 1.1968 |
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- | No log | 4.9796 | 244 | 1.2201 | 0.2914 | 1.2201 | 1.1046 |
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- | No log | 5.0204 | 246 | 1.2167 | 0.2826 | 1.2167 | 1.1030 |
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- | No log | 5.0612 | 248 | 1.3556 | 0.2726 | 1.3556 | 1.1643 |
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- | No log | 5.1020 | 250 | 1.5004 | 0.2895 | 1.5004 | 1.2249 |
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- | No log | 5.1429 | 252 | 1.4354 | 0.2606 | 1.4354 | 1.1981 |
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- | No log | 5.1837 | 254 | 1.2630 | 0.2494 | 1.2630 | 1.1238 |
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- | No log | 5.2245 | 256 | 1.1849 | 0.2586 | 1.1849 | 1.0885 |
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- | No log | 5.2653 | 258 | 1.2278 | 0.2542 | 1.2278 | 1.1081 |
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- | No log | 5.3061 | 260 | 1.4014 | 0.2701 | 1.4014 | 1.1838 |
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- | No log | 5.3469 | 262 | 1.5465 | 0.2391 | 1.5465 | 1.2436 |
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- | No log | 5.3878 | 264 | 1.4975 | 0.2608 | 1.4975 | 1.2237 |
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- | No log | 5.4286 | 266 | 1.3281 | 0.2981 | 1.3281 | 1.1524 |
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- | No log | 5.4694 | 268 | 1.2422 | 0.1635 | 1.2422 | 1.1145 |
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- | No log | 5.5102 | 270 | 1.2376 | 0.1337 | 1.2376 | 1.1125 |
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- | No log | 5.5510 | 272 | 1.2993 | 0.2889 | 1.2993 | 1.1399 |
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- | No log | 5.5918 | 274 | 1.4988 | 0.3026 | 1.4988 | 1.2243 |
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- | No log | 5.6327 | 276 | 1.5856 | 0.2731 | 1.5856 | 1.2592 |
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- | No log | 5.6735 | 278 | 1.5946 | 0.2954 | 1.5946 | 1.2628 |
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- | No log | 5.7143 | 280 | 1.3916 | 0.3067 | 1.3915 | 1.1796 |
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- | No log | 5.7551 | 282 | 1.3469 | 0.2807 | 1.3469 | 1.1606 |
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- | No log | 5.7959 | 284 | 1.3123 | 0.2956 | 1.3123 | 1.1456 |
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- | No log | 5.8367 | 286 | 1.3308 | 0.2956 | 1.3308 | 1.1536 |
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- | No log | 5.8776 | 288 | 1.3101 | 0.2696 | 1.3101 | 1.1446 |
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- | No log | 5.9184 | 290 | 1.2358 | 0.2051 | 1.2358 | 1.1117 |
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- | No log | 5.9592 | 292 | 1.1664 | 0.1214 | 1.1664 | 1.0800 |
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- | No log | 6.0 | 294 | 1.1922 | 0.2780 | 1.1922 | 1.0919 |
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- | No log | 6.0408 | 296 | 1.3409 | 0.3243 | 1.3409 | 1.1580 |
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- | No log | 6.0816 | 298 | 1.4747 | 0.3512 | 1.4747 | 1.2144 |
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- | No log | 6.1224 | 300 | 1.3913 | 0.3087 | 1.3913 | 1.1795 |
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- | No log | 6.1633 | 302 | 1.2977 | 0.3115 | 1.2977 | 1.1391 |
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- | No log | 6.2041 | 304 | 1.1880 | 0.2927 | 1.1880 | 1.0899 |
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- | No log | 6.2449 | 306 | 1.1765 | 0.2927 | 1.1765 | 1.0846 |
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- | No log | 6.2857 | 308 | 1.2827 | 0.3387 | 1.2827 | 1.1326 |
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- | No log | 6.3265 | 310 | 1.3927 | 0.3723 | 1.3927 | 1.1801 |
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- | No log | 6.3673 | 312 | 1.3413 | 0.3723 | 1.3413 | 1.1581 |
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- | No log | 6.4082 | 314 | 1.2757 | 0.4239 | 1.2757 | 1.1295 |
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- | No log | 6.4490 | 316 | 1.1665 | 0.2837 | 1.1665 | 1.0800 |
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- | No log | 6.4898 | 318 | 1.0514 | 0.2009 | 1.0514 | 1.0254 |
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- | No log | 6.5306 | 320 | 0.9968 | 0.2076 | 0.9968 | 0.9984 |
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- | No log | 6.5714 | 322 | 1.0205 | 0.2175 | 1.0205 | 1.0102 |
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- | No log | 6.6122 | 324 | 1.1525 | 0.2809 | 1.1525 | 1.0735 |
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- | No log | 6.6531 | 326 | 1.2993 | 0.3584 | 1.2993 | 1.1399 |
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- | No log | 6.6939 | 328 | 1.4424 | 0.3222 | 1.4424 | 1.2010 |
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- | No log | 6.7347 | 330 | 1.4706 | 0.3431 | 1.4706 | 1.2127 |
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- | No log | 6.7755 | 332 | 1.4299 | 0.3605 | 1.4299 | 1.1958 |
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- | No log | 6.8163 | 334 | 1.3078 | 0.3475 | 1.3078 | 1.1436 |
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- | No log | 6.8571 | 336 | 1.2584 | 0.3601 | 1.2584 | 1.1218 |
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- | No log | 6.8980 | 338 | 1.3017 | 0.3475 | 1.3017 | 1.1409 |
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- | No log | 6.9388 | 340 | 1.3898 | 0.3222 | 1.3898 | 1.1789 |
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- | No log | 6.9796 | 342 | 1.3552 | 0.3188 | 1.3552 | 1.1641 |
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- | No log | 7.0204 | 344 | 1.2198 | 0.3094 | 1.2198 | 1.1045 |
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- | No log | 7.0612 | 346 | 1.1134 | 0.2060 | 1.1134 | 1.0552 |
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- | No log | 7.1020 | 348 | 1.1724 | 0.0797 | 1.1724 | 1.0828 |
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- | No log | 7.1429 | 350 | 1.1934 | 0.0704 | 1.1934 | 1.0924 |
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- | No log | 7.1837 | 352 | 1.1605 | 0.0460 | 1.1605 | 1.0773 |
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- | No log | 7.2245 | 354 | 1.2078 | 0.2439 | 1.2078 | 1.0990 |
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- | No log | 7.2653 | 356 | 1.3608 | 0.3113 | 1.3608 | 1.1665 |
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- | No log | 7.3061 | 358 | 1.4612 | 0.2964 | 1.4612 | 1.2088 |
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- | No log | 7.3469 | 360 | 1.4505 | 0.2964 | 1.4505 | 1.2044 |
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- | No log | 7.3878 | 362 | 1.3783 | 0.2941 | 1.3783 | 1.1740 |
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- | No log | 7.4286 | 364 | 1.3148 | 0.3348 | 1.3148 | 1.1466 |
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- | No log | 7.4694 | 366 | 1.1855 | 0.2978 | 1.1855 | 1.0888 |
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- | No log | 7.5102 | 368 | 1.1054 | 0.2791 | 1.1054 | 1.0514 |
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- | No log | 7.5510 | 370 | 1.1176 | 0.2978 | 1.1176 | 1.0572 |
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- | No log | 7.5918 | 372 | 1.2100 | 0.3814 | 1.2100 | 1.1000 |
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- | No log | 7.6327 | 374 | 1.3430 | 0.3188 | 1.3430 | 1.1589 |
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- | No log | 7.6735 | 376 | 1.3233 | 0.3584 | 1.3233 | 1.1504 |
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- | No log | 7.7143 | 378 | 1.1815 | 0.3225 | 1.1815 | 1.0870 |
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- | No log | 7.7551 | 380 | 1.0438 | 0.2152 | 1.0438 | 1.0216 |
242
- | No log | 7.7959 | 382 | 1.0116 | 0.1717 | 1.0116 | 1.0058 |
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- | No log | 7.8367 | 384 | 1.0422 | 0.2110 | 1.0422 | 1.0209 |
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- | No log | 7.8776 | 386 | 1.1429 | 0.3212 | 1.1429 | 1.0690 |
245
- | No log | 7.9184 | 388 | 1.3756 | 0.3188 | 1.3756 | 1.1728 |
246
- | No log | 7.9592 | 390 | 1.5696 | 0.3132 | 1.5696 | 1.2529 |
247
- | No log | 8.0 | 392 | 1.5323 | 0.3099 | 1.5323 | 1.2379 |
248
- | No log | 8.0408 | 394 | 1.3186 | 0.3087 | 1.3186 | 1.1483 |
249
- | No log | 8.0816 | 396 | 1.1727 | 0.25 | 1.1727 | 1.0829 |
250
- | No log | 8.1224 | 398 | 1.1525 | 0.1853 | 1.1525 | 1.0735 |
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- | No log | 8.1633 | 400 | 1.2054 | 0.2809 | 1.2054 | 1.0979 |
252
- | No log | 8.2041 | 402 | 1.3789 | 0.2985 | 1.3789 | 1.1743 |
253
- | No log | 8.2449 | 404 | 1.4778 | 0.3006 | 1.4778 | 1.2156 |
254
- | No log | 8.2857 | 406 | 1.4004 | 0.3006 | 1.4004 | 1.1834 |
255
- | No log | 8.3265 | 408 | 1.2188 | 0.2772 | 1.2188 | 1.1040 |
256
- | No log | 8.3673 | 410 | 1.1770 | 0.2743 | 1.1770 | 1.0849 |
257
- | No log | 8.4082 | 412 | 1.2503 | 0.2851 | 1.2503 | 1.1181 |
258
- | No log | 8.4490 | 414 | 1.3995 | 0.3143 | 1.3995 | 1.1830 |
259
- | No log | 8.4898 | 416 | 1.4454 | 0.3545 | 1.4454 | 1.2022 |
260
- | No log | 8.5306 | 418 | 1.5044 | 0.3829 | 1.5044 | 1.2266 |
261
- | No log | 8.5714 | 420 | 1.4113 | 0.3125 | 1.4113 | 1.1880 |
262
- | No log | 8.6122 | 422 | 1.2556 | 0.2664 | 1.2556 | 1.1205 |
263
- | No log | 8.6531 | 424 | 1.1426 | 0.2291 | 1.1426 | 1.0689 |
264
- | No log | 8.6939 | 426 | 1.1166 | 0.1343 | 1.1166 | 1.0567 |
265
- | No log | 8.7347 | 428 | 1.1385 | 0.1214 | 1.1385 | 1.0670 |
266
- | No log | 8.7755 | 430 | 1.2070 | 0.2250 | 1.2070 | 1.0986 |
267
- | No log | 8.8163 | 432 | 1.2607 | 0.2291 | 1.2607 | 1.1228 |
268
- | No log | 8.8571 | 434 | 1.2538 | 0.2250 | 1.2538 | 1.1197 |
269
- | No log | 8.8980 | 436 | 1.2366 | 0.2250 | 1.2366 | 1.1120 |
270
- | No log | 8.9388 | 438 | 1.2280 | 0.2152 | 1.2280 | 1.1082 |
271
- | No log | 8.9796 | 440 | 1.2105 | 0.2506 | 1.2105 | 1.1002 |
272
- | No log | 9.0204 | 442 | 1.2352 | 0.2304 | 1.2352 | 1.1114 |
273
- | No log | 9.0612 | 444 | 1.3068 | 0.2132 | 1.3068 | 1.1432 |
274
- | No log | 9.1020 | 446 | 1.4357 | 0.3106 | 1.4357 | 1.1982 |
275
- | No log | 9.1429 | 448 | 1.4941 | 0.2985 | 1.4941 | 1.2223 |
276
- | No log | 9.1837 | 450 | 1.3925 | 0.2619 | 1.3925 | 1.1800 |
277
- | No log | 9.2245 | 452 | 1.2581 | 0.1850 | 1.2581 | 1.1216 |
278
- | No log | 9.2653 | 454 | 1.2000 | 0.2152 | 1.2000 | 1.0954 |
279
- | No log | 9.3061 | 456 | 1.1560 | 0.1853 | 1.1560 | 1.0752 |
280
- | No log | 9.3469 | 458 | 1.1457 | 0.1541 | 1.1457 | 1.0704 |
281
- | No log | 9.3878 | 460 | 1.1711 | 0.2250 | 1.1711 | 1.0822 |
282
- | No log | 9.4286 | 462 | 1.2541 | 0.2291 | 1.2541 | 1.1199 |
283
- | No log | 9.4694 | 464 | 1.3183 | 0.1703 | 1.3183 | 1.1482 |
284
- | No log | 9.5102 | 466 | 1.2909 | 0.1850 | 1.2909 | 1.1362 |
285
- | No log | 9.5510 | 468 | 1.2002 | 0.1952 | 1.2002 | 1.0955 |
286
- | No log | 9.5918 | 470 | 1.1639 | 0.1214 | 1.1639 | 1.0788 |
287
- | No log | 9.6327 | 472 | 1.1660 | 0.1406 | 1.1660 | 1.0798 |
288
- | No log | 9.6735 | 474 | 1.1915 | 0.2056 | 1.1915 | 1.0916 |
289
- | No log | 9.7143 | 476 | 1.2902 | 0.1850 | 1.2902 | 1.1359 |
290
- | No log | 9.7551 | 478 | 1.4923 | 0.3125 | 1.4923 | 1.2216 |
291
- | No log | 9.7959 | 480 | 1.5777 | 0.2798 | 1.5777 | 1.2561 |
292
- | No log | 9.8367 | 482 | 1.5114 | 0.3125 | 1.5114 | 1.2294 |
293
- | No log | 9.8776 | 484 | 1.4250 | 0.2857 | 1.4250 | 1.1937 |
294
- | No log | 9.9184 | 486 | 1.2850 | 0.1850 | 1.2850 | 1.1336 |
295
- | No log | 9.9592 | 488 | 1.1842 | 0.1905 | 1.1842 | 1.0882 |
296
- | No log | 10.0 | 490 | 1.1432 | 0.1048 | 1.1432 | 1.0692 |
297
- | No log | 10.0408 | 492 | 1.1355 | 0.1016 | 1.1355 | 1.0656 |
298
- | No log | 10.0816 | 494 | 1.1315 | 0.1722 | 1.1315 | 1.0637 |
299
- | No log | 10.1224 | 496 | 1.1814 | 0.1903 | 1.1814 | 1.0869 |
300
- | No log | 10.1633 | 498 | 1.3141 | 0.3047 | 1.3141 | 1.1463 |
301
- | 0.3944 | 10.2041 | 500 | 1.4134 | 0.3125 | 1.4134 | 1.1889 |
302
- | 0.3944 | 10.2449 | 502 | 1.3978 | 0.3125 | 1.3978 | 1.1823 |
303
- | 0.3944 | 10.2857 | 504 | 1.3264 | 0.2337 | 1.3264 | 1.1517 |
304
- | 0.3944 | 10.3265 | 506 | 1.2375 | 0.2141 | 1.2375 | 1.1124 |
305
- | 0.3944 | 10.3673 | 508 | 1.2247 | 0.2250 | 1.2247 | 1.1067 |
306
- | 0.3944 | 10.4082 | 510 | 1.2617 | 0.2097 | 1.2617 | 1.1233 |
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k18_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k18_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.2789
19
+ - Qwk: 0.0904
20
+ - Mse: 1.2789
21
+ - Rmse: 1.1309
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0385 | 2 | 4.6577 | -0.0020 | 4.6577 | 2.1582 |
53
+ | No log | 0.0769 | 4 | 2.5107 | 0.0643 | 2.5107 | 1.5845 |
54
+ | No log | 0.1154 | 6 | 2.0064 | 0.0290 | 2.0064 | 1.4165 |
55
+ | No log | 0.1538 | 8 | 1.4312 | 0.0586 | 1.4312 | 1.1963 |
56
+ | No log | 0.1923 | 10 | 1.3063 | 0.0500 | 1.3063 | 1.1429 |
57
+ | No log | 0.2308 | 12 | 1.2142 | 0.2632 | 1.2142 | 1.1019 |
58
+ | No log | 0.2692 | 14 | 1.1716 | 0.1814 | 1.1716 | 1.0824 |
59
+ | No log | 0.3077 | 16 | 1.2162 | 0.2369 | 1.2162 | 1.1028 |
60
+ | No log | 0.3462 | 18 | 1.4062 | 0.0497 | 1.4062 | 1.1858 |
61
+ | No log | 0.3846 | 20 | 1.4840 | -0.0534 | 1.4840 | 1.2182 |
62
+ | No log | 0.4231 | 22 | 1.4912 | 0.0169 | 1.4912 | 1.2212 |
63
+ | No log | 0.4615 | 24 | 1.4124 | 0.0104 | 1.4124 | 1.1884 |
64
+ | No log | 0.5 | 26 | 1.5030 | 0.0019 | 1.5030 | 1.2260 |
65
+ | No log | 0.5385 | 28 | 1.5546 | 0.0 | 1.5546 | 1.2468 |
66
+ | No log | 0.5769 | 30 | 1.6351 | 0.0 | 1.6351 | 1.2787 |
67
+ | No log | 0.6154 | 32 | 1.5016 | 0.0 | 1.5016 | 1.2254 |
68
+ | No log | 0.6538 | 34 | 1.4104 | 0.0 | 1.4104 | 1.1876 |
69
+ | No log | 0.6923 | 36 | 1.3316 | 0.1106 | 1.3316 | 1.1540 |
70
+ | No log | 0.7308 | 38 | 1.1993 | 0.1753 | 1.1993 | 1.0951 |
71
+ | No log | 0.7692 | 40 | 1.1671 | 0.1935 | 1.1671 | 1.0803 |
72
+ | No log | 0.8077 | 42 | 1.1501 | 0.1875 | 1.1501 | 1.0724 |
73
+ | No log | 0.8462 | 44 | 1.1864 | 0.1852 | 1.1864 | 1.0892 |
74
+ | No log | 0.8846 | 46 | 1.4136 | 0.0587 | 1.4136 | 1.1889 |
75
+ | No log | 0.9231 | 48 | 1.6892 | -0.0129 | 1.6892 | 1.2997 |
76
+ | No log | 0.9615 | 50 | 1.6810 | 0.0185 | 1.6810 | 1.2965 |
77
+ | No log | 1.0 | 52 | 1.8495 | 0.0161 | 1.8495 | 1.3600 |
78
+ | No log | 1.0385 | 54 | 1.7822 | 0.0915 | 1.7822 | 1.3350 |
79
+ | No log | 1.0769 | 56 | 1.6778 | 0.0878 | 1.6778 | 1.2953 |
80
+ | No log | 1.1154 | 58 | 1.4419 | 0.0714 | 1.4419 | 1.2008 |
81
+ | No log | 1.1538 | 60 | 1.3523 | 0.0342 | 1.3523 | 1.1629 |
82
+ | No log | 1.1923 | 62 | 1.2687 | 0.1927 | 1.2687 | 1.1264 |
83
+ | No log | 1.2308 | 64 | 1.2671 | 0.1927 | 1.2671 | 1.1257 |
84
+ | No log | 1.2692 | 66 | 1.2716 | 0.1634 | 1.2716 | 1.1276 |
85
+ | No log | 1.3077 | 68 | 1.2841 | 0.1523 | 1.2841 | 1.1332 |
86
+ | No log | 1.3462 | 70 | 1.2541 | 0.1995 | 1.2541 | 1.1199 |
87
+ | No log | 1.3846 | 72 | 1.4342 | 0.1761 | 1.4342 | 1.1976 |
88
+ | No log | 1.4231 | 74 | 1.5475 | 0.1765 | 1.5475 | 1.2440 |
89
+ | No log | 1.4615 | 76 | 1.3893 | 0.1395 | 1.3893 | 1.1787 |
90
+ | No log | 1.5 | 78 | 1.2010 | 0.2579 | 1.2010 | 1.0959 |
91
+ | No log | 1.5385 | 80 | 1.1795 | 0.2577 | 1.1795 | 1.0861 |
92
+ | No log | 1.5769 | 82 | 1.2296 | 0.2143 | 1.2296 | 1.1089 |
93
+ | No log | 1.6154 | 84 | 1.1804 | 0.2942 | 1.1804 | 1.0865 |
94
+ | No log | 1.6538 | 86 | 1.1540 | 0.3083 | 1.1540 | 1.0742 |
95
+ | No log | 1.6923 | 88 | 1.2274 | 0.2444 | 1.2274 | 1.1079 |
96
+ | No log | 1.7308 | 90 | 1.1914 | 0.2282 | 1.1914 | 1.0915 |
97
+ | No log | 1.7692 | 92 | 1.1667 | 0.2653 | 1.1667 | 1.0802 |
98
+ | No log | 1.8077 | 94 | 1.2373 | 0.3166 | 1.2373 | 1.1123 |
99
+ | No log | 1.8462 | 96 | 1.3391 | 0.3163 | 1.3391 | 1.1572 |
100
+ | No log | 1.8846 | 98 | 1.3547 | 0.2868 | 1.3547 | 1.1639 |
101
+ | No log | 1.9231 | 100 | 1.2748 | 0.2733 | 1.2748 | 1.1291 |
102
+ | No log | 1.9615 | 102 | 1.3531 | 0.1983 | 1.3531 | 1.1632 |
103
+ | No log | 2.0 | 104 | 1.3728 | 0.2236 | 1.3728 | 1.1717 |
104
+ | No log | 2.0385 | 106 | 1.4548 | 0.2516 | 1.4548 | 1.2061 |
105
+ | No log | 2.0769 | 108 | 1.5958 | 0.2370 | 1.5958 | 1.2632 |
106
+ | No log | 2.1154 | 110 | 1.8070 | 0.1920 | 1.8070 | 1.3442 |
107
+ | No log | 2.1538 | 112 | 1.7736 | 0.2944 | 1.7736 | 1.3318 |
108
+ | No log | 2.1923 | 114 | 1.1955 | 0.3932 | 1.1955 | 1.0934 |
109
+ | No log | 2.2308 | 116 | 1.0597 | 0.3017 | 1.0597 | 1.0294 |
110
+ | No log | 2.2692 | 118 | 1.0731 | 0.2306 | 1.0731 | 1.0359 |
111
+ | No log | 2.3077 | 120 | 1.3914 | 0.3559 | 1.3914 | 1.1796 |
112
+ | No log | 2.3462 | 122 | 1.9337 | 0.1686 | 1.9337 | 1.3906 |
113
+ | No log | 2.3846 | 124 | 1.7470 | 0.2156 | 1.7470 | 1.3217 |
114
+ | No log | 2.4231 | 126 | 1.5553 | 0.3082 | 1.5553 | 1.2471 |
115
+ | No log | 2.4615 | 128 | 1.1217 | 0.2978 | 1.1217 | 1.0591 |
116
+ | No log | 2.5 | 130 | 1.0500 | 0.3069 | 1.0500 | 1.0247 |
117
+ | No log | 2.5385 | 132 | 1.0916 | 0.2195 | 1.0916 | 1.0448 |
118
+ | No log | 2.5769 | 134 | 1.0005 | 0.3018 | 1.0005 | 1.0002 |
119
+ | No log | 2.6154 | 136 | 0.9769 | 0.3237 | 0.9769 | 0.9884 |
120
+ | No log | 2.6538 | 138 | 1.0228 | 0.2496 | 1.0228 | 1.0113 |
121
+ | No log | 2.6923 | 140 | 1.3363 | 0.3631 | 1.3363 | 1.1560 |
122
+ | No log | 2.7308 | 142 | 1.4966 | 0.3835 | 1.4966 | 1.2234 |
123
+ | No log | 2.7692 | 144 | 1.6284 | 0.3396 | 1.6284 | 1.2761 |
124
+ | No log | 2.8077 | 146 | 1.5230 | 0.4019 | 1.5230 | 1.2341 |
125
+ | No log | 2.8462 | 148 | 1.2347 | 0.2212 | 1.2347 | 1.1112 |
126
+ | No log | 2.8846 | 150 | 1.0788 | 0.1775 | 1.0788 | 1.0387 |
127
+ | No log | 2.9231 | 152 | 1.0880 | 0.1920 | 1.0880 | 1.0431 |
128
+ | No log | 2.9615 | 154 | 1.2442 | 0.2958 | 1.2442 | 1.1155 |
129
+ | No log | 3.0 | 156 | 1.3502 | 0.3377 | 1.3502 | 1.1620 |
130
+ | No log | 3.0385 | 158 | 1.2891 | 0.3215 | 1.2891 | 1.1354 |
131
+ | No log | 3.0769 | 160 | 1.3196 | 0.3215 | 1.3196 | 1.1488 |
132
+ | No log | 3.1154 | 162 | 1.2836 | 0.3109 | 1.2836 | 1.1330 |
133
+ | No log | 3.1538 | 164 | 1.2267 | 0.2466 | 1.2267 | 1.1076 |
134
+ | No log | 3.1923 | 166 | 1.2401 | 0.2525 | 1.2401 | 1.1136 |
135
+ | No log | 3.2308 | 168 | 1.3588 | 0.3284 | 1.3588 | 1.1657 |
136
+ | No log | 3.2692 | 170 | 1.4245 | 0.3243 | 1.4245 | 1.1935 |
137
+ | No log | 3.3077 | 172 | 1.4135 | 0.2956 | 1.4135 | 1.1889 |
138
+ | No log | 3.3462 | 174 | 1.3270 | 0.2381 | 1.3270 | 1.1520 |
139
+ | No log | 3.3846 | 176 | 1.2882 | 0.1058 | 1.2882 | 1.1350 |
140
+ | No log | 3.4231 | 178 | 1.3316 | 0.2650 | 1.3316 | 1.1540 |
141
+ | No log | 3.4615 | 180 | 1.3596 | 0.2772 | 1.3596 | 1.1660 |
142
+ | No log | 3.5 | 182 | 1.4175 | 0.3243 | 1.4175 | 1.1906 |
143
+ | No log | 3.5385 | 184 | 1.3444 | 0.3243 | 1.3444 | 1.1595 |
144
+ | No log | 3.5769 | 186 | 1.2354 | 0.2799 | 1.2354 | 1.1115 |
145
+ | No log | 3.6154 | 188 | 1.1155 | 0.2650 | 1.1155 | 1.0562 |
146
+ | No log | 3.6538 | 190 | 1.0867 | 0.2381 | 1.0867 | 1.0424 |
147
+ | No log | 3.6923 | 192 | 1.2376 | 0.2895 | 1.2376 | 1.1125 |
148
+ | No log | 3.7308 | 194 | 1.3818 | 0.3487 | 1.3818 | 1.1755 |
149
+ | No log | 3.7692 | 196 | 1.5242 | 0.3358 | 1.5242 | 1.2346 |
150
+ | No log | 3.8077 | 198 | 1.3760 | 0.3026 | 1.3760 | 1.1730 |
151
+ | No log | 3.8462 | 200 | 1.1052 | 0.1557 | 1.1052 | 1.0513 |
152
+ | No log | 3.8846 | 202 | 0.9886 | 0.2673 | 0.9886 | 0.9943 |
153
+ | No log | 3.9231 | 204 | 0.9989 | 0.2947 | 0.9989 | 0.9995 |
154
+ | No log | 3.9615 | 206 | 1.2790 | 0.3559 | 1.2790 | 1.1309 |
155
+ | No log | 4.0 | 208 | 2.0378 | 0.1209 | 2.0378 | 1.4275 |
156
+ | No log | 4.0385 | 210 | 2.3205 | 0.0672 | 2.3205 | 1.5233 |
157
+ | No log | 4.0769 | 212 | 2.1642 | 0.0942 | 2.1642 | 1.4711 |
158
+ | No log | 4.1154 | 214 | 1.8181 | 0.2960 | 1.8181 | 1.3484 |
159
+ | No log | 4.1538 | 216 | 1.2739 | 0.3384 | 1.2739 | 1.1287 |
160
+ | No log | 4.1923 | 218 | 1.0418 | 0.3924 | 1.0418 | 1.0207 |
161
+ | No log | 4.2308 | 220 | 1.0354 | 0.3225 | 1.0354 | 1.0175 |
162
+ | No log | 4.2692 | 222 | 1.1240 | 0.3261 | 1.1240 | 1.0602 |
163
+ | No log | 4.3077 | 224 | 1.3552 | 0.3375 | 1.3552 | 1.1641 |
164
+ | No log | 4.3462 | 226 | 1.5743 | 0.2847 | 1.5743 | 1.2547 |
165
+ | No log | 4.3846 | 228 | 1.4377 | 0.2815 | 1.4377 | 1.1991 |
166
+ | No log | 4.4231 | 230 | 1.2151 | 0.2634 | 1.2151 | 1.1023 |
167
+ | No log | 4.4615 | 232 | 1.1626 | 0.2743 | 1.1626 | 1.0782 |
168
+ | No log | 4.5 | 234 | 1.2057 | 0.3001 | 1.2057 | 1.0980 |
169
+ | No log | 4.5385 | 236 | 1.2580 | 0.3372 | 1.2580 | 1.1216 |
170
+ | No log | 4.5769 | 238 | 1.2355 | 0.3341 | 1.2355 | 1.1115 |
171
+ | No log | 4.6154 | 240 | 1.1980 | 0.3094 | 1.1980 | 1.0945 |
172
+ | No log | 4.6538 | 242 | 1.0878 | 0.2154 | 1.0878 | 1.0430 |
173
+ | No log | 4.6923 | 244 | 1.0697 | 0.2654 | 1.0697 | 1.0343 |
174
+ | No log | 4.7308 | 246 | 1.1388 | 0.2978 | 1.1388 | 1.0671 |
175
+ | No log | 4.7692 | 248 | 1.3252 | 0.3402 | 1.3252 | 1.1512 |
176
+ | No log | 4.8077 | 250 | 1.5906 | 0.3829 | 1.5906 | 1.2612 |
177
+ | No log | 4.8462 | 252 | 1.5476 | 0.3418 | 1.5476 | 1.2440 |
178
+ | No log | 4.8846 | 254 | 1.3812 | 0.3261 | 1.3812 | 1.1753 |
179
+ | No log | 4.9231 | 256 | 1.2965 | 0.3357 | 1.2965 | 1.1387 |
180
+ | No log | 4.9615 | 258 | 1.2659 | 0.3357 | 1.2659 | 1.1251 |
181
+ | No log | 5.0 | 260 | 1.3059 | 0.3357 | 1.3059 | 1.1428 |
182
+ | No log | 5.0385 | 262 | 1.2814 | 0.3357 | 1.2814 | 1.1320 |
183
+ | No log | 5.0769 | 264 | 1.2195 | 0.2864 | 1.2195 | 1.1043 |
184
+ | No log | 5.1154 | 266 | 1.1839 | 0.2864 | 1.1839 | 1.0881 |
185
+ | No log | 5.1538 | 268 | 1.2549 | 0.3115 | 1.2549 | 1.1202 |
186
+ | No log | 5.1923 | 270 | 1.3743 | 0.3357 | 1.3743 | 1.1723 |
187
+ | No log | 5.2308 | 272 | 1.3353 | 0.3115 | 1.3353 | 1.1556 |
188
+ | No log | 5.2692 | 274 | 1.2700 | 0.2367 | 1.2700 | 1.1269 |
189
+ | No log | 5.3077 | 276 | 1.1989 | 0.2535 | 1.1989 | 1.0949 |
190
+ | No log | 5.3462 | 278 | 1.1819 | 0.2152 | 1.1819 | 1.0872 |
191
+ | No log | 5.3846 | 280 | 1.2113 | 0.2250 | 1.2113 | 1.1006 |
192
+ | No log | 5.4231 | 282 | 1.2619 | 0.2424 | 1.2619 | 1.1234 |
193
+ | No log | 5.4615 | 284 | 1.2544 | 0.2424 | 1.2544 | 1.1200 |
194
+ | No log | 5.5 | 286 | 1.2897 | 0.2980 | 1.2897 | 1.1357 |
195
+ | No log | 5.5385 | 288 | 1.2291 | 0.3024 | 1.2291 | 1.1086 |
196
+ | No log | 5.5769 | 290 | 1.1682 | 0.2791 | 1.1682 | 1.0809 |
197
+ | No log | 5.6154 | 292 | 1.2319 | 0.3158 | 1.2319 | 1.1099 |
198
+ | No log | 5.6538 | 294 | 1.3126 | 0.3225 | 1.3126 | 1.1457 |
199
+ | No log | 5.6923 | 296 | 1.3985 | 0.3225 | 1.3985 | 1.1826 |
200
+ | No log | 5.7308 | 298 | 1.3571 | 0.3093 | 1.3571 | 1.1649 |
201
+ | No log | 5.7692 | 300 | 1.2409 | 0.2184 | 1.2409 | 1.1140 |
202
+ | No log | 5.8077 | 302 | 1.2296 | 0.1596 | 1.2296 | 1.1089 |
203
+ | No log | 5.8462 | 304 | 1.2615 | 0.1596 | 1.2615 | 1.1231 |
204
+ | No log | 5.8846 | 306 | 1.2840 | 0.2037 | 1.2840 | 1.1331 |
205
+ | No log | 5.9231 | 308 | 1.3539 | 0.3071 | 1.3539 | 1.1636 |
206
+ | No log | 5.9615 | 310 | 1.3454 | 0.3243 | 1.3454 | 1.1599 |
207
+ | No log | 6.0 | 312 | 1.3085 | 0.3003 | 1.3085 | 1.1439 |
208
+ | No log | 6.0385 | 314 | 1.2379 | 0.2958 | 1.2379 | 1.1126 |
209
+ | No log | 6.0769 | 316 | 1.2112 | 0.3068 | 1.2112 | 1.1005 |
210
+ | No log | 6.1154 | 318 | 1.3347 | 0.3277 | 1.3347 | 1.1553 |
211
+ | No log | 6.1538 | 320 | 1.3699 | 0.2895 | 1.3699 | 1.1704 |
212
+ | No log | 6.1923 | 322 | 1.2147 | 0.2696 | 1.2147 | 1.1021 |
213
+ | No log | 6.2308 | 324 | 1.1164 | 0.2152 | 1.1164 | 1.0566 |
214
+ | No log | 6.2692 | 326 | 1.1214 | 0.2535 | 1.1214 | 1.0590 |
215
+ | No log | 6.3077 | 328 | 1.2323 | 0.2037 | 1.2323 | 1.1101 |
216
+ | No log | 6.3462 | 330 | 1.4560 | 0.2512 | 1.4560 | 1.2066 |
217
+ | No log | 6.3846 | 332 | 1.5850 | 0.3185 | 1.5850 | 1.2590 |
218
+ | No log | 6.4231 | 334 | 1.5504 | 0.3185 | 1.5504 | 1.2451 |
219
+ | No log | 6.4615 | 336 | 1.4920 | 0.3487 | 1.4920 | 1.2215 |
220
+ | No log | 6.5 | 338 | 1.3253 | 0.2895 | 1.3253 | 1.1512 |
221
+ | No log | 6.5385 | 340 | 1.2143 | 0.3115 | 1.2143 | 1.1019 |
222
+ | No log | 6.5769 | 342 | 1.1467 | 0.2978 | 1.1467 | 1.0708 |
223
+ | No log | 6.6154 | 344 | 1.1358 | 0.2978 | 1.1358 | 1.0657 |
224
+ | No log | 6.6538 | 346 | 1.1796 | 0.2837 | 1.1796 | 1.0861 |
225
+ | No log | 6.6923 | 348 | 1.3063 | 0.2173 | 1.3063 | 1.1429 |
226
+ | No log | 6.7308 | 350 | 1.3856 | 0.1345 | 1.3856 | 1.1771 |
227
+ | No log | 6.7692 | 352 | 1.3495 | 0.1031 | 1.3495 | 1.1617 |
228
+ | No log | 6.8077 | 354 | 1.2181 | 0.1538 | 1.2181 | 1.1037 |
229
+ | No log | 6.8462 | 356 | 1.0919 | 0.1541 | 1.0919 | 1.0449 |
230
+ | No log | 6.8846 | 358 | 1.0426 | 0.1662 | 1.0426 | 1.0211 |
231
+ | No log | 6.9231 | 360 | 1.0279 | 0.1820 | 1.0279 | 1.0138 |
232
+ | No log | 6.9615 | 362 | 1.0528 | 0.1911 | 1.0528 | 1.0261 |
233
+ | No log | 7.0 | 364 | 1.1604 | 0.2837 | 1.1604 | 1.0772 |
234
+ | No log | 7.0385 | 366 | 1.2286 | 0.3357 | 1.2286 | 1.1084 |
235
+ | No log | 7.0769 | 368 | 1.3072 | 0.2676 | 1.3072 | 1.1433 |
236
+ | No log | 7.1154 | 370 | 1.1962 | 0.2696 | 1.1962 | 1.0937 |
237
+ | No log | 7.1538 | 372 | 1.0886 | 0.2009 | 1.0886 | 1.0434 |
238
+ | No log | 7.1923 | 374 | 1.0800 | 0.1701 | 1.0800 | 1.0392 |
239
+ | No log | 7.2308 | 376 | 1.1260 | 0.2152 | 1.1260 | 1.0611 |
240
+ | No log | 7.2692 | 378 | 1.2307 | 0.2184 | 1.2307 | 1.1094 |
241
+ | No log | 7.3077 | 380 | 1.2698 | 0.2696 | 1.2698 | 1.1269 |
242
+ | No log | 7.3462 | 382 | 1.2545 | 0.2696 | 1.2545 | 1.1200 |
243
+ | No log | 7.3846 | 384 | 1.1776 | 0.2837 | 1.1776 | 1.0852 |
244
+ | No log | 7.4231 | 386 | 1.1576 | 0.2884 | 1.1576 | 1.0759 |
245
+ | No log | 7.4615 | 388 | 1.2056 | 0.3024 | 1.2056 | 1.0980 |
246
+ | No log | 7.5 | 390 | 1.2460 | 0.2693 | 1.2460 | 1.1162 |
247
+ | No log | 7.5385 | 392 | 1.3173 | 0.2833 | 1.3173 | 1.1477 |
248
+ | No log | 7.5769 | 394 | 1.2687 | 0.1943 | 1.2687 | 1.1263 |
249
+ | No log | 7.6154 | 396 | 1.1473 | 0.2152 | 1.1473 | 1.0711 |
250
+ | No log | 7.6538 | 398 | 1.0654 | 0.1814 | 1.0654 | 1.0322 |
251
+ | No log | 7.6923 | 400 | 1.0656 | 0.1919 | 1.0656 | 1.0323 |
252
+ | No log | 7.7308 | 402 | 1.1491 | 0.1795 | 1.1491 | 1.0720 |
253
+ | No log | 7.7692 | 404 | 1.3100 | 0.2173 | 1.3100 | 1.1445 |
254
+ | No log | 7.8077 | 406 | 1.3569 | 0.2736 | 1.3569 | 1.1649 |
255
+ | No log | 7.8462 | 408 | 1.3224 | 0.2736 | 1.3224 | 1.1500 |
256
+ | No log | 7.8846 | 410 | 1.1726 | 0.2463 | 1.1726 | 1.0829 |
257
+ | No log | 7.9231 | 412 | 1.1089 | 0.2377 | 1.1089 | 1.0531 |
258
+ | No log | 7.9615 | 414 | 1.1531 | 0.2220 | 1.1531 | 1.0738 |
259
+ | No log | 8.0 | 416 | 1.3199 | 0.2817 | 1.3199 | 1.1489 |
260
+ | No log | 8.0385 | 418 | 1.5057 | 0.2815 | 1.5057 | 1.2271 |
261
+ | No log | 8.0769 | 420 | 1.4827 | 0.2289 | 1.4827 | 1.2176 |
262
+ | No log | 8.1154 | 422 | 1.3491 | 0.2087 | 1.3491 | 1.1615 |
263
+ | No log | 8.1538 | 424 | 1.2046 | 0.1316 | 1.2046 | 1.0975 |
264
+ | No log | 8.1923 | 426 | 1.1425 | 0.1048 | 1.1425 | 1.0689 |
265
+ | No log | 8.2308 | 428 | 1.1389 | 0.0948 | 1.1389 | 1.0672 |
266
+ | No log | 8.2692 | 430 | 1.1758 | 0.0880 | 1.1758 | 1.0844 |
267
+ | No log | 8.3077 | 432 | 1.2748 | 0.1637 | 1.2748 | 1.1291 |
268
+ | No log | 8.3462 | 434 | 1.3727 | 0.2484 | 1.3727 | 1.1716 |
269
+ | No log | 8.3846 | 436 | 1.3723 | 0.2484 | 1.3723 | 1.1715 |
270
+ | No log | 8.4231 | 438 | 1.3574 | 0.2761 | 1.3574 | 1.1651 |
271
+ | No log | 8.4615 | 440 | 1.3244 | 0.2761 | 1.3244 | 1.1508 |
272
+ | No log | 8.5 | 442 | 1.2957 | 0.2238 | 1.2957 | 1.1383 |
273
+ | No log | 8.5385 | 444 | 1.3438 | 0.2761 | 1.3438 | 1.1592 |
274
+ | No log | 8.5769 | 446 | 1.4323 | 0.2512 | 1.4323 | 1.1968 |
275
+ | No log | 8.6154 | 448 | 1.3717 | 0.2373 | 1.3717 | 1.1712 |
276
+ | No log | 8.6538 | 450 | 1.2708 | 0.2484 | 1.2708 | 1.1273 |
277
+ | No log | 8.6923 | 452 | 1.2603 | 0.2484 | 1.2603 | 1.1226 |
278
+ | No log | 8.7308 | 454 | 1.2535 | 0.2761 | 1.2535 | 1.1196 |
279
+ | No log | 8.7692 | 456 | 1.3324 | 0.2910 | 1.3324 | 1.1543 |
280
+ | No log | 8.8077 | 458 | 1.3134 | 0.3093 | 1.3134 | 1.1461 |
281
+ | No log | 8.8462 | 460 | 1.3261 | 0.3093 | 1.3261 | 1.1516 |
282
+ | No log | 8.8846 | 462 | 1.3299 | 0.2844 | 1.3299 | 1.1532 |
283
+ | No log | 8.9231 | 464 | 1.3301 | 0.2817 | 1.3301 | 1.1533 |
284
+ | No log | 8.9615 | 466 | 1.2945 | 0.2484 | 1.2945 | 1.1378 |
285
+ | No log | 9.0 | 468 | 1.2298 | 0.0980 | 1.2298 | 1.1090 |
286
+ | No log | 9.0385 | 470 | 1.2370 | 0.0980 | 1.2370 | 1.1122 |
287
+ | No log | 9.0769 | 472 | 1.2716 | 0.1894 | 1.2716 | 1.1277 |
288
+ | No log | 9.1154 | 474 | 1.2891 | 0.2278 | 1.2891 | 1.1354 |
289
+ | No log | 9.1538 | 476 | 1.2799 | 0.2553 | 1.2799 | 1.1313 |
290
+ | No log | 9.1923 | 478 | 1.1983 | 0.2348 | 1.1983 | 1.0947 |
291
+ | No log | 9.2308 | 480 | 1.1807 | 0.1148 | 1.1807 | 1.0866 |
292
+ | No log | 9.2692 | 482 | 1.2594 | 0.2278 | 1.2594 | 1.1222 |
293
+ | No log | 9.3077 | 484 | 1.4357 | 0.2704 | 1.4357 | 1.1982 |
294
+ | No log | 9.3462 | 486 | 1.4763 | 0.2941 | 1.4763 | 1.2150 |
295
+ | No log | 9.3846 | 488 | 1.3935 | 0.2870 | 1.3935 | 1.1805 |
296
+ | No log | 9.4231 | 490 | 1.4116 | 0.2201 | 1.4116 | 1.1881 |
297
+ | No log | 9.4615 | 492 | 1.4288 | 0.1708 | 1.4288 | 1.1953 |
298
+ | No log | 9.5 | 494 | 1.4067 | 0.2201 | 1.4067 | 1.1861 |
299
+ | No log | 9.5385 | 496 | 1.4281 | 0.2457 | 1.4281 | 1.1950 |
300
+ | No log | 9.5769 | 498 | 1.3919 | 0.2489 | 1.3919 | 1.1798 |
301
+ | 0.381 | 9.6154 | 500 | 1.3379 | 0.3363 | 1.3379 | 1.1567 |
302
+ | 0.381 | 9.6538 | 502 | 1.2957 | 0.2870 | 1.2957 | 1.1383 |
303
+ | 0.381 | 9.6923 | 504 | 1.4281 | 0.2964 | 1.4281 | 1.1950 |
304
+ | 0.381 | 9.7308 | 506 | 1.5195 | 0.2731 | 1.5195 | 1.2327 |
305
+ | 0.381 | 9.7692 | 508 | 1.4301 | 0.1844 | 1.4301 | 1.1959 |
306
+ | 0.381 | 9.8077 | 510 | 1.2789 | 0.0904 | 1.2789 | 1.1309 |
307
 
308
 
309
  ### Framework versions