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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k12_task1_organization

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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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k11_task1_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k11_task1_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: 0.7545
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- - Qwk: 0.6906
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- - Mse: 0.7545
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- - Rmse: 0.8686
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  ## Model description
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@@ -47,285 +47,266 @@ 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 | 0.0370 | 2 | 6.8334 | 0.0242 | 6.8334 | 2.6141 |
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- | No log | 0.0741 | 4 | 4.4885 | 0.0917 | 4.4885 | 2.1186 |
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- | No log | 0.1111 | 6 | 3.1894 | 0.0351 | 3.1894 | 1.7859 |
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- | No log | 0.1481 | 8 | 2.3711 | 0.0662 | 2.3711 | 1.5398 |
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- | No log | 0.1852 | 10 | 2.1845 | 0.2270 | 2.1845 | 1.4780 |
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- | No log | 0.2222 | 12 | 2.3219 | 0.1757 | 2.3219 | 1.5238 |
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- | No log | 0.2593 | 14 | 2.6184 | 0.0970 | 2.6184 | 1.6182 |
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- | No log | 0.2963 | 16 | 1.9632 | 0.3182 | 1.9632 | 1.4011 |
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- | No log | 0.3333 | 18 | 1.5007 | 0.2056 | 1.5007 | 1.2250 |
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- | No log | 0.3704 | 20 | 1.5345 | 0.1538 | 1.5345 | 1.2388 |
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- | No log | 0.4074 | 22 | 1.4358 | 0.2056 | 1.4358 | 1.1982 |
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- | No log | 0.4444 | 24 | 1.6200 | 0.3770 | 1.6200 | 1.2728 |
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- | No log | 0.4815 | 26 | 2.1890 | 0.2308 | 2.1890 | 1.4795 |
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- | No log | 0.5185 | 28 | 2.8645 | 0.1609 | 2.8645 | 1.6925 |
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- | No log | 0.5556 | 30 | 2.5658 | 0.2061 | 2.5658 | 1.6018 |
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- | No log | 0.5926 | 32 | 1.9323 | 0.3158 | 1.9323 | 1.3901 |
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- | No log | 0.6296 | 34 | 1.2846 | 0.4127 | 1.2846 | 1.1334 |
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- | No log | 0.6667 | 36 | 1.0743 | 0.4553 | 1.0743 | 1.0365 |
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- | No log | 0.7037 | 38 | 1.1026 | 0.5532 | 1.1026 | 1.0500 |
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- | No log | 0.7407 | 40 | 1.4677 | 0.6135 | 1.4677 | 1.2115 |
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- | No log | 0.7778 | 42 | 2.1453 | 0.3934 | 2.1453 | 1.4647 |
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- | No log | 0.8148 | 44 | 2.1315 | 0.3825 | 2.1315 | 1.4600 |
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- | No log | 0.8519 | 46 | 1.8692 | 0.3743 | 1.8692 | 1.3672 |
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- | No log | 0.8889 | 48 | 1.4572 | 0.5409 | 1.4572 | 1.2071 |
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- | No log | 0.9259 | 50 | 1.0830 | 0.5942 | 1.0830 | 1.0407 |
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- | No log | 0.9630 | 52 | 0.9133 | 0.6331 | 0.9133 | 0.9557 |
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- | No log | 1.0 | 54 | 0.8800 | 0.6522 | 0.8800 | 0.9381 |
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- | No log | 1.0370 | 56 | 0.9076 | 0.6522 | 0.9076 | 0.9527 |
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- | No log | 1.0741 | 58 | 0.9075 | 0.6573 | 0.9075 | 0.9526 |
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- | No log | 1.1111 | 60 | 1.1151 | 0.6259 | 1.1151 | 1.0560 |
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- | No log | 1.1481 | 62 | 1.0781 | 0.6164 | 1.0781 | 1.0383 |
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- | No log | 1.1852 | 64 | 0.7576 | 0.6986 | 0.7576 | 0.8704 |
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- | No log | 1.2222 | 66 | 0.6695 | 0.75 | 0.6695 | 0.8182 |
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- | No log | 1.2593 | 68 | 0.6333 | 0.7552 | 0.6333 | 0.7958 |
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- | No log | 1.2963 | 70 | 0.6263 | 0.825 | 0.6263 | 0.7914 |
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- | No log | 1.3333 | 72 | 0.8219 | 0.7101 | 0.8219 | 0.9066 |
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- | No log | 1.3704 | 74 | 1.0356 | 0.6707 | 1.0356 | 1.0177 |
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- | No log | 1.4074 | 76 | 0.7832 | 0.7381 | 0.7832 | 0.8850 |
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- | No log | 1.4444 | 78 | 0.6128 | 0.8025 | 0.6128 | 0.7828 |
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- | No log | 1.4815 | 80 | 0.6073 | 0.7922 | 0.6073 | 0.7793 |
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- | No log | 1.5185 | 82 | 0.6197 | 0.7763 | 0.6197 | 0.7872 |
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- | No log | 1.5556 | 84 | 0.6259 | 0.7662 | 0.6259 | 0.7912 |
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- | No log | 1.5926 | 86 | 0.7336 | 0.7451 | 0.7336 | 0.8565 |
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- | No log | 1.6296 | 88 | 0.9100 | 0.6883 | 0.9100 | 0.9539 |
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- | No log | 1.6667 | 90 | 0.7807 | 0.7211 | 0.7807 | 0.8835 |
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- | No log | 1.7037 | 92 | 0.7020 | 0.7465 | 0.7020 | 0.8378 |
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- | No log | 1.7407 | 94 | 0.6791 | 0.7143 | 0.6791 | 0.8240 |
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- | No log | 1.7778 | 96 | 0.8518 | 0.6338 | 0.8518 | 0.9229 |
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- | No log | 1.8148 | 98 | 0.8065 | 0.6806 | 0.8065 | 0.8980 |
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- | No log | 1.8519 | 100 | 0.6309 | 0.7133 | 0.6309 | 0.7943 |
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- | No log | 1.8889 | 102 | 0.5950 | 0.7613 | 0.5950 | 0.7714 |
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- | No log | 1.9259 | 104 | 0.5771 | 0.8171 | 0.5771 | 0.7597 |
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- | No log | 1.9630 | 106 | 0.6105 | 0.8171 | 0.6105 | 0.7814 |
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- | No log | 2.0 | 108 | 0.5898 | 0.8293 | 0.5898 | 0.7680 |
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- | No log | 2.0370 | 110 | 0.6257 | 0.8 | 0.6257 | 0.7910 |
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- | No log | 2.0741 | 112 | 0.6618 | 0.7875 | 0.6618 | 0.8135 |
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- | No log | 2.1111 | 114 | 0.7835 | 0.7607 | 0.7835 | 0.8852 |
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- | No log | 2.1481 | 116 | 0.8415 | 0.7229 | 0.8415 | 0.9173 |
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- | No log | 2.1852 | 118 | 0.7052 | 0.7702 | 0.7052 | 0.8398 |
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- | No log | 2.2222 | 120 | 0.5831 | 0.8375 | 0.5831 | 0.7636 |
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- | No log | 2.2593 | 122 | 0.6992 | 0.8098 | 0.6992 | 0.8362 |
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- | No log | 2.2963 | 124 | 0.6500 | 0.8447 | 0.6500 | 0.8062 |
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- | No log | 2.3333 | 126 | 0.8021 | 0.7516 | 0.8021 | 0.8956 |
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- | No log | 2.3704 | 128 | 0.8059 | 0.7516 | 0.8059 | 0.8977 |
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- | No log | 2.4074 | 130 | 0.6664 | 0.8228 | 0.6664 | 0.8163 |
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- | No log | 2.4444 | 132 | 0.6707 | 0.7815 | 0.6707 | 0.8190 |
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- | No log | 2.4815 | 134 | 0.6289 | 0.8079 | 0.6289 | 0.7930 |
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- | No log | 2.5185 | 136 | 0.6100 | 0.7815 | 0.6100 | 0.7810 |
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- | No log | 2.5556 | 138 | 0.8695 | 0.7170 | 0.8695 | 0.9325 |
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- | No log | 2.5926 | 140 | 1.4333 | 0.56 | 1.4333 | 1.1972 |
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- | No log | 2.6296 | 142 | 1.3121 | 0.5843 | 1.3121 | 1.1455 |
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- | No log | 2.6667 | 144 | 0.7489 | 0.7636 | 0.7489 | 0.8654 |
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- | No log | 2.7037 | 146 | 0.5121 | 0.8313 | 0.5121 | 0.7156 |
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- | No log | 2.7407 | 148 | 0.5254 | 0.7898 | 0.5254 | 0.7248 |
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- | No log | 2.7778 | 150 | 0.6007 | 0.8072 | 0.6007 | 0.7751 |
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- | No log | 2.8148 | 152 | 0.7168 | 0.7607 | 0.7168 | 0.8467 |
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- | No log | 2.8519 | 154 | 0.6731 | 0.8 | 0.6731 | 0.8204 |
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- | No log | 2.8889 | 156 | 0.6927 | 0.7712 | 0.6927 | 0.8323 |
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- | No log | 2.9259 | 158 | 0.7571 | 0.72 | 0.7571 | 0.8701 |
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- | No log | 2.9630 | 160 | 0.7573 | 0.7417 | 0.7573 | 0.8702 |
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- | No log | 3.0 | 162 | 0.7388 | 0.7843 | 0.7388 | 0.8595 |
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- | No log | 3.0370 | 164 | 0.7429 | 0.7703 | 0.7429 | 0.8619 |
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- | No log | 3.0741 | 166 | 0.7711 | 0.7211 | 0.7711 | 0.8781 |
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- | No log | 3.1111 | 168 | 0.7384 | 0.7467 | 0.7384 | 0.8593 |
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- | No log | 3.1481 | 170 | 0.6761 | 0.7792 | 0.6761 | 0.8223 |
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- | No log | 3.1852 | 172 | 0.6421 | 0.7871 | 0.6421 | 0.8013 |
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- | No log | 3.2222 | 174 | 0.6730 | 0.7355 | 0.6730 | 0.8204 |
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- | No log | 3.2593 | 176 | 0.6702 | 0.7273 | 0.6702 | 0.8187 |
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- | No log | 3.2963 | 178 | 0.6379 | 0.7582 | 0.6379 | 0.7987 |
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- | No log | 3.3333 | 180 | 0.5982 | 0.8302 | 0.5982 | 0.7734 |
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- | No log | 3.3704 | 182 | 0.6368 | 0.8129 | 0.6368 | 0.7980 |
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- | No log | 3.4074 | 184 | 0.6137 | 0.8153 | 0.6137 | 0.7834 |
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- | No log | 3.4444 | 186 | 0.5734 | 0.8302 | 0.5734 | 0.7572 |
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- | No log | 3.4815 | 188 | 0.5700 | 0.8199 | 0.5700 | 0.7550 |
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- | No log | 3.5185 | 190 | 0.6432 | 0.775 | 0.6432 | 0.8020 |
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- | No log | 3.5556 | 192 | 0.7108 | 0.7134 | 0.7108 | 0.8431 |
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- | No log | 3.5926 | 194 | 0.5922 | 0.8125 | 0.5922 | 0.7696 |
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- | No log | 3.6296 | 196 | 0.5043 | 0.8428 | 0.5043 | 0.7101 |
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- | No log | 3.6667 | 198 | 0.5536 | 0.8144 | 0.5536 | 0.7441 |
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- | No log | 3.7037 | 200 | 0.6762 | 0.7578 | 0.6762 | 0.8223 |
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- | No log | 3.7407 | 202 | 0.6595 | 0.7662 | 0.6595 | 0.8121 |
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- | No log | 3.7778 | 204 | 0.6447 | 0.8235 | 0.6447 | 0.8029 |
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- | No log | 3.8148 | 206 | 0.6393 | 0.8235 | 0.6393 | 0.7996 |
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- | No log | 3.8519 | 208 | 0.6931 | 0.75 | 0.6931 | 0.8325 |
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- | No log | 3.8889 | 210 | 0.7205 | 0.7123 | 0.7205 | 0.8488 |
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- | No log | 3.9259 | 212 | 0.6591 | 0.7568 | 0.6591 | 0.8119 |
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- | No log | 3.9630 | 214 | 0.5691 | 0.8280 | 0.5691 | 0.7544 |
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- | No log | 4.0 | 216 | 0.5221 | 0.8354 | 0.5221 | 0.7226 |
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- | No log | 4.0370 | 218 | 0.5383 | 0.8333 | 0.5383 | 0.7337 |
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- | No log | 4.0741 | 220 | 0.5753 | 0.8129 | 0.5753 | 0.7585 |
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- | No log | 4.1111 | 222 | 0.5984 | 0.8129 | 0.5984 | 0.7736 |
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- | No log | 4.1481 | 224 | 0.6441 | 0.7703 | 0.6441 | 0.8026 |
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- | No log | 4.1852 | 226 | 0.6581 | 0.7974 | 0.6581 | 0.8112 |
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- | No log | 4.2222 | 228 | 0.7136 | 0.7815 | 0.7136 | 0.8448 |
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- | No log | 4.2593 | 230 | 0.7149 | 0.8 | 0.7149 | 0.8455 |
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- | No log | 4.2963 | 232 | 0.7416 | 0.8129 | 0.7416 | 0.8612 |
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- | No log | 4.3333 | 234 | 0.7423 | 0.7821 | 0.7423 | 0.8616 |
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- | No log | 4.3704 | 236 | 0.7171 | 0.7821 | 0.7171 | 0.8468 |
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- | No log | 4.4074 | 238 | 0.7221 | 0.7771 | 0.7221 | 0.8498 |
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- | No log | 4.4444 | 240 | 0.7303 | 0.7468 | 0.7303 | 0.8546 |
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- | No log | 4.4815 | 242 | 0.7109 | 0.7949 | 0.7109 | 0.8431 |
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- | No log | 4.5185 | 244 | 0.6994 | 0.8129 | 0.6994 | 0.8363 |
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- | No log | 4.5556 | 246 | 0.6802 | 0.8205 | 0.6802 | 0.8248 |
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- | No log | 4.5926 | 248 | 0.6754 | 0.8 | 0.6754 | 0.8218 |
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- | No log | 4.6296 | 250 | 0.6730 | 0.8182 | 0.6730 | 0.8204 |
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- | No log | 4.6667 | 252 | 0.6662 | 0.8129 | 0.6662 | 0.8162 |
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- | No log | 4.7037 | 254 | 0.6512 | 0.7974 | 0.6512 | 0.8069 |
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- | No log | 4.7407 | 256 | 0.6159 | 0.8205 | 0.6159 | 0.7848 |
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- | No log | 4.7778 | 258 | 0.5848 | 0.8205 | 0.5848 | 0.7647 |
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- | No log | 4.8148 | 260 | 0.5779 | 0.8153 | 0.5779 | 0.7602 |
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- | No log | 4.8519 | 262 | 0.5643 | 0.8205 | 0.5643 | 0.7512 |
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- | No log | 4.8889 | 264 | 0.5304 | 0.8228 | 0.5304 | 0.7283 |
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- | No log | 4.9259 | 266 | 0.5191 | 0.8153 | 0.5191 | 0.7205 |
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- | No log | 4.9630 | 268 | 0.5009 | 0.8205 | 0.5009 | 0.7077 |
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- | No log | 5.0 | 270 | 0.4736 | 0.8280 | 0.4736 | 0.6882 |
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- | No log | 5.0370 | 272 | 0.6080 | 0.8140 | 0.6080 | 0.7798 |
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- | No log | 5.0741 | 274 | 0.6671 | 0.7442 | 0.6671 | 0.8168 |
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- | No log | 5.1111 | 276 | 0.5945 | 0.8199 | 0.5945 | 0.7711 |
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- | No log | 5.1481 | 278 | 0.5700 | 0.8176 | 0.5700 | 0.7550 |
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- | No log | 5.1852 | 280 | 0.6360 | 0.7742 | 0.6360 | 0.7975 |
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- | No log | 5.2222 | 282 | 0.6619 | 0.7662 | 0.6619 | 0.8136 |
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- | No log | 5.2593 | 284 | 0.6647 | 0.7895 | 0.6647 | 0.8153 |
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- | No log | 5.2963 | 286 | 0.6922 | 0.7467 | 0.6922 | 0.8320 |
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- | No log | 5.3333 | 288 | 0.6239 | 0.7871 | 0.6239 | 0.7899 |
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- | No log | 5.3704 | 290 | 0.5537 | 0.8302 | 0.5537 | 0.7441 |
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- | No log | 5.4074 | 292 | 0.5331 | 0.8199 | 0.5331 | 0.7301 |
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- | No log | 5.4444 | 294 | 0.5516 | 0.8199 | 0.5516 | 0.7427 |
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- | No log | 5.4815 | 296 | 0.6129 | 0.7975 | 0.6129 | 0.7829 |
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- | No log | 5.5185 | 298 | 0.7151 | 0.7643 | 0.7151 | 0.8456 |
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- | No log | 5.5556 | 300 | 0.6671 | 0.7975 | 0.6671 | 0.8168 |
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- | No log | 5.5926 | 302 | 0.6062 | 0.8050 | 0.6062 | 0.7786 |
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- | No log | 5.6296 | 304 | 0.6064 | 0.8101 | 0.6064 | 0.7787 |
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- | No log | 5.6667 | 306 | 0.6060 | 0.8101 | 0.6060 | 0.7785 |
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- | No log | 5.7037 | 308 | 0.5536 | 0.8228 | 0.5536 | 0.7441 |
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- | No log | 5.7407 | 310 | 0.5614 | 0.8228 | 0.5614 | 0.7493 |
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- | No log | 5.7778 | 312 | 0.6125 | 0.7867 | 0.6125 | 0.7826 |
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- | No log | 5.8148 | 314 | 0.5842 | 0.7974 | 0.5842 | 0.7644 |
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- | No log | 5.8519 | 316 | 0.5552 | 0.8205 | 0.5552 | 0.7451 |
210
- | No log | 5.8889 | 318 | 0.5917 | 0.8026 | 0.5917 | 0.7692 |
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- | No log | 5.9259 | 320 | 0.5959 | 0.8026 | 0.5959 | 0.7719 |
212
- | No log | 5.9630 | 322 | 0.6236 | 0.8026 | 0.6236 | 0.7897 |
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- | No log | 6.0 | 324 | 0.7032 | 0.7333 | 0.7032 | 0.8386 |
214
- | No log | 6.0370 | 326 | 0.7528 | 0.6755 | 0.7528 | 0.8677 |
215
- | No log | 6.0741 | 328 | 0.7733 | 0.6755 | 0.7733 | 0.8793 |
216
- | No log | 6.1111 | 330 | 0.6855 | 0.7895 | 0.6855 | 0.8279 |
217
- | No log | 6.1481 | 332 | 0.6230 | 0.8125 | 0.6230 | 0.7893 |
218
- | No log | 6.1852 | 334 | 0.6084 | 0.8101 | 0.6084 | 0.7800 |
219
- | No log | 6.2222 | 336 | 0.6275 | 0.8052 | 0.6275 | 0.7922 |
220
- | No log | 6.2593 | 338 | 0.6287 | 0.8 | 0.6287 | 0.7929 |
221
- | No log | 6.2963 | 340 | 0.6071 | 0.8 | 0.6071 | 0.7792 |
222
- | No log | 6.3333 | 342 | 0.5963 | 0.7925 | 0.5963 | 0.7722 |
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- | No log | 6.3704 | 344 | 0.5960 | 0.8176 | 0.5960 | 0.7720 |
224
- | No log | 6.4074 | 346 | 0.5974 | 0.8101 | 0.5974 | 0.7729 |
225
- | No log | 6.4444 | 348 | 0.5991 | 0.8176 | 0.5991 | 0.7740 |
226
- | No log | 6.4815 | 350 | 0.5914 | 0.825 | 0.5914 | 0.7690 |
227
- | No log | 6.5185 | 352 | 0.5739 | 0.8098 | 0.5739 | 0.7576 |
228
- | No log | 6.5556 | 354 | 0.5461 | 0.8125 | 0.5461 | 0.7390 |
229
- | No log | 6.5926 | 356 | 0.5441 | 0.8125 | 0.5441 | 0.7376 |
230
- | No log | 6.6296 | 358 | 0.5437 | 0.8375 | 0.5437 | 0.7374 |
231
- | No log | 6.6667 | 360 | 0.5559 | 0.7974 | 0.5559 | 0.7456 |
232
- | No log | 6.7037 | 362 | 0.5579 | 0.7974 | 0.5579 | 0.7469 |
233
- | No log | 6.7407 | 364 | 0.5449 | 0.8176 | 0.5449 | 0.7382 |
234
- | No log | 6.7778 | 366 | 0.5086 | 0.8098 | 0.5086 | 0.7132 |
235
- | No log | 6.8148 | 368 | 0.5181 | 0.8199 | 0.5181 | 0.7198 |
236
- | No log | 6.8519 | 370 | 0.5858 | 0.8193 | 0.5858 | 0.7654 |
237
- | No log | 6.8889 | 372 | 0.5480 | 0.8205 | 0.5480 | 0.7403 |
238
- | No log | 6.9259 | 374 | 0.5469 | 0.7898 | 0.5469 | 0.7396 |
239
- | No log | 6.9630 | 376 | 0.5689 | 0.7898 | 0.5689 | 0.7542 |
240
- | No log | 7.0 | 378 | 0.5478 | 0.7871 | 0.5478 | 0.7401 |
241
- | No log | 7.0370 | 380 | 0.5871 | 0.8205 | 0.5871 | 0.7663 |
242
- | No log | 7.0741 | 382 | 0.6830 | 0.7578 | 0.6830 | 0.8264 |
243
- | No log | 7.1111 | 384 | 0.6662 | 0.7742 | 0.6662 | 0.8162 |
244
- | No log | 7.1481 | 386 | 0.6557 | 0.7763 | 0.6557 | 0.8097 |
245
- | No log | 7.1852 | 388 | 0.6265 | 0.8129 | 0.6265 | 0.7915 |
246
- | No log | 7.2222 | 390 | 0.6543 | 0.8105 | 0.6543 | 0.8089 |
247
- | No log | 7.2593 | 392 | 0.6513 | 0.8077 | 0.6513 | 0.8071 |
248
- | No log | 7.2963 | 394 | 0.6758 | 0.8052 | 0.6758 | 0.8221 |
249
- | No log | 7.3333 | 396 | 0.7124 | 0.75 | 0.7124 | 0.8441 |
250
- | No log | 7.3704 | 398 | 0.6570 | 0.8125 | 0.6570 | 0.8106 |
251
- | No log | 7.4074 | 400 | 0.5376 | 0.8221 | 0.5376 | 0.7332 |
252
- | No log | 7.4444 | 402 | 0.5428 | 0.8171 | 0.5428 | 0.7367 |
253
- | No log | 7.4815 | 404 | 0.5271 | 0.8098 | 0.5271 | 0.7260 |
254
- | No log | 7.5185 | 406 | 0.5273 | 0.825 | 0.5273 | 0.7262 |
255
- | No log | 7.5556 | 408 | 0.5998 | 0.7843 | 0.5998 | 0.7744 |
256
- | No log | 7.5926 | 410 | 0.6201 | 0.7895 | 0.6201 | 0.7875 |
257
- | No log | 7.6296 | 412 | 0.6495 | 0.7586 | 0.6495 | 0.8059 |
258
- | No log | 7.6667 | 414 | 0.6171 | 0.7895 | 0.6171 | 0.7855 |
259
- | No log | 7.7037 | 416 | 0.6135 | 0.8026 | 0.6135 | 0.7833 |
260
- | No log | 7.7407 | 418 | 0.6205 | 0.7843 | 0.6205 | 0.7877 |
261
- | No log | 7.7778 | 420 | 0.6480 | 0.7947 | 0.6480 | 0.8050 |
262
- | No log | 7.8148 | 422 | 0.7056 | 0.7568 | 0.7056 | 0.8400 |
263
- | No log | 7.8519 | 424 | 0.7672 | 0.6944 | 0.7672 | 0.8759 |
264
- | No log | 7.8889 | 426 | 0.6973 | 0.7383 | 0.6973 | 0.8351 |
265
- | No log | 7.9259 | 428 | 0.5959 | 0.8052 | 0.5959 | 0.7719 |
266
- | No log | 7.9630 | 430 | 0.5912 | 0.8221 | 0.5912 | 0.7689 |
267
- | No log | 8.0 | 432 | 0.6325 | 0.8121 | 0.6325 | 0.7953 |
268
- | No log | 8.0370 | 434 | 0.6110 | 0.8072 | 0.6110 | 0.7817 |
269
- | No log | 8.0741 | 436 | 0.5394 | 0.8221 | 0.5394 | 0.7345 |
270
- | No log | 8.1111 | 438 | 0.5422 | 0.8182 | 0.5422 | 0.7363 |
271
- | No log | 8.1481 | 440 | 0.6473 | 0.7636 | 0.6473 | 0.8046 |
272
- | No log | 8.1852 | 442 | 0.6476 | 0.7711 | 0.6476 | 0.8047 |
273
- | No log | 8.2222 | 444 | 0.5374 | 0.8121 | 0.5374 | 0.7331 |
274
- | No log | 8.2593 | 446 | 0.4696 | 0.8323 | 0.4696 | 0.6852 |
275
- | No log | 8.2963 | 448 | 0.4697 | 0.8323 | 0.4697 | 0.6854 |
276
- | No log | 8.3333 | 450 | 0.4982 | 0.825 | 0.4982 | 0.7058 |
277
- | No log | 8.3704 | 452 | 0.5623 | 0.8026 | 0.5623 | 0.7499 |
278
- | No log | 8.4074 | 454 | 0.6016 | 0.8 | 0.6016 | 0.7756 |
279
- | No log | 8.4444 | 456 | 0.5908 | 0.8026 | 0.5908 | 0.7687 |
280
- | No log | 8.4815 | 458 | 0.5645 | 0.7974 | 0.5645 | 0.7513 |
281
- | No log | 8.5185 | 460 | 0.5300 | 0.8077 | 0.5300 | 0.7280 |
282
- | No log | 8.5556 | 462 | 0.5108 | 0.8077 | 0.5108 | 0.7147 |
283
- | No log | 8.5926 | 464 | 0.4780 | 0.8148 | 0.4780 | 0.6914 |
284
- | No log | 8.6296 | 466 | 0.4719 | 0.8148 | 0.4719 | 0.6869 |
285
- | No log | 8.6667 | 468 | 0.4743 | 0.8050 | 0.4743 | 0.6887 |
286
- | No log | 8.7037 | 470 | 0.5449 | 0.8054 | 0.5449 | 0.7382 |
287
- | No log | 8.7407 | 472 | 0.5967 | 0.7724 | 0.5967 | 0.7725 |
288
- | No log | 8.7778 | 474 | 0.6072 | 0.7746 | 0.6072 | 0.7792 |
289
- | No log | 8.8148 | 476 | 0.6261 | 0.7867 | 0.6261 | 0.7912 |
290
- | No log | 8.8519 | 478 | 0.6206 | 0.7785 | 0.6206 | 0.7878 |
291
- | No log | 8.8889 | 480 | 0.6118 | 0.7838 | 0.6118 | 0.7822 |
292
- | No log | 8.9259 | 482 | 0.6257 | 0.7724 | 0.6257 | 0.7910 |
293
- | No log | 8.9630 | 484 | 0.6511 | 0.7639 | 0.6511 | 0.8069 |
294
- | No log | 9.0 | 486 | 0.6202 | 0.7838 | 0.6202 | 0.7876 |
295
- | No log | 9.0370 | 488 | 0.6270 | 0.8026 | 0.6270 | 0.7918 |
296
- | No log | 9.0741 | 490 | 0.6505 | 0.7919 | 0.6505 | 0.8065 |
297
- | No log | 9.1111 | 492 | 0.6765 | 0.7838 | 0.6765 | 0.8225 |
298
- | No log | 9.1481 | 494 | 0.6710 | 0.7838 | 0.6710 | 0.8192 |
299
- | No log | 9.1852 | 496 | 0.6331 | 0.7919 | 0.6331 | 0.7957 |
300
- | No log | 9.2222 | 498 | 0.5999 | 0.7919 | 0.5999 | 0.7745 |
301
- | 0.3786 | 9.2593 | 500 | 0.6362 | 0.7867 | 0.6362 | 0.7976 |
302
- | 0.3786 | 9.2963 | 502 | 0.6514 | 0.7733 | 0.6514 | 0.8071 |
303
- | 0.3786 | 9.3333 | 504 | 0.6136 | 0.7763 | 0.6136 | 0.7833 |
304
- | 0.3786 | 9.3704 | 506 | 0.5573 | 0.8077 | 0.5573 | 0.7465 |
305
- | 0.3786 | 9.4074 | 508 | 0.5418 | 0.8153 | 0.5418 | 0.7361 |
306
- | 0.3786 | 9.4444 | 510 | 0.5546 | 0.8228 | 0.5546 | 0.7447 |
307
- | 0.3786 | 9.4815 | 512 | 0.6175 | 0.7925 | 0.6175 | 0.7858 |
308
- | 0.3786 | 9.5185 | 514 | 0.6538 | 0.7826 | 0.6538 | 0.8086 |
309
- | 0.3786 | 9.5556 | 516 | 0.6009 | 0.8075 | 0.6009 | 0.7752 |
310
- | 0.3786 | 9.5926 | 518 | 0.5978 | 0.8049 | 0.5978 | 0.7732 |
311
- | 0.3786 | 9.6296 | 520 | 0.5948 | 0.8049 | 0.5948 | 0.7712 |
312
- | 0.3786 | 9.6667 | 522 | 0.5697 | 0.8193 | 0.5697 | 0.7548 |
313
- | 0.3786 | 9.7037 | 524 | 0.5471 | 0.8193 | 0.5471 | 0.7397 |
314
- | 0.3786 | 9.7407 | 526 | 0.5529 | 0.8272 | 0.5529 | 0.7436 |
315
- | 0.3786 | 9.7778 | 528 | 0.6036 | 0.7662 | 0.6036 | 0.7769 |
316
- | 0.3786 | 9.8148 | 530 | 0.6362 | 0.7919 | 0.6362 | 0.7976 |
317
- | 0.3786 | 9.8519 | 532 | 0.6191 | 0.7947 | 0.6191 | 0.7869 |
318
- | 0.3786 | 9.8889 | 534 | 0.6027 | 0.7947 | 0.6027 | 0.7764 |
319
- | 0.3786 | 9.9259 | 536 | 0.5735 | 0.7895 | 0.5735 | 0.7573 |
320
- | 0.3786 | 9.9630 | 538 | 0.5911 | 0.8 | 0.5911 | 0.7688 |
321
- | 0.3786 | 10.0 | 540 | 0.6754 | 0.7550 | 0.6754 | 0.8218 |
322
- | 0.3786 | 10.0370 | 542 | 0.6971 | 0.7568 | 0.6971 | 0.8349 |
323
- | 0.3786 | 10.0741 | 544 | 0.7083 | 0.8054 | 0.7083 | 0.8416 |
324
- | 0.3786 | 10.1111 | 546 | 0.7477 | 0.7832 | 0.7477 | 0.8647 |
325
- | 0.3786 | 10.1481 | 548 | 0.7716 | 0.7324 | 0.7716 | 0.8784 |
326
- | 0.3786 | 10.1852 | 550 | 0.8083 | 0.6861 | 0.8083 | 0.8990 |
327
- | 0.3786 | 10.2222 | 552 | 0.8045 | 0.7007 | 0.8045 | 0.8969 |
328
- | 0.3786 | 10.2593 | 554 | 0.7545 | 0.6906 | 0.7545 | 0.8686 |
329
 
330
 
331
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k12_task1_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k12_task1_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: 0.6563
19
+ - Qwk: 0.8101
20
+ - Mse: 0.6563
21
+ - Rmse: 0.8101
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0333 | 2 | 7.0510 | 0.0242 | 7.0510 | 2.6554 |
53
+ | No log | 0.0667 | 4 | 4.6323 | 0.0471 | 4.6323 | 2.1523 |
54
+ | No log | 0.1 | 6 | 3.8894 | -0.0312 | 3.8894 | 1.9722 |
55
+ | No log | 0.1333 | 8 | 2.5039 | 0.0288 | 2.5039 | 1.5824 |
56
+ | No log | 0.1667 | 10 | 1.9589 | 0.3140 | 1.9589 | 1.3996 |
57
+ | No log | 0.2 | 12 | 2.0062 | 0.2857 | 2.0062 | 1.4164 |
58
+ | No log | 0.2333 | 14 | 2.2352 | 0.1667 | 2.2352 | 1.4951 |
59
+ | No log | 0.2667 | 16 | 2.1451 | 0.2429 | 2.1451 | 1.4646 |
60
+ | No log | 0.3 | 18 | 2.3827 | 0.1290 | 2.3827 | 1.5436 |
61
+ | No log | 0.3333 | 20 | 2.8159 | 0.1395 | 2.8159 | 1.6781 |
62
+ | No log | 0.3667 | 22 | 3.3069 | 0.1667 | 3.3069 | 1.8185 |
63
+ | No log | 0.4 | 24 | 2.9021 | 0.2073 | 2.9021 | 1.7036 |
64
+ | No log | 0.4333 | 26 | 1.4751 | 0.4930 | 1.4751 | 1.2145 |
65
+ | No log | 0.4667 | 28 | 1.0643 | 0.4925 | 1.0643 | 1.0316 |
66
+ | No log | 0.5 | 30 | 1.1757 | 0.5217 | 1.1757 | 1.0843 |
67
+ | No log | 0.5333 | 32 | 1.6084 | 0.4903 | 1.6084 | 1.2682 |
68
+ | No log | 0.5667 | 34 | 1.5791 | 0.5096 | 1.5791 | 1.2566 |
69
+ | No log | 0.6 | 36 | 1.9403 | 0.4253 | 1.9403 | 1.3930 |
70
+ | No log | 0.6333 | 38 | 1.8416 | 0.4686 | 1.8416 | 1.3571 |
71
+ | No log | 0.6667 | 40 | 1.3570 | 0.5882 | 1.3570 | 1.1649 |
72
+ | No log | 0.7 | 42 | 1.0493 | 0.6133 | 1.0493 | 1.0243 |
73
+ | No log | 0.7333 | 44 | 1.2014 | 0.6512 | 1.2014 | 1.0961 |
74
+ | No log | 0.7667 | 46 | 1.5233 | 0.5668 | 1.5233 | 1.2342 |
75
+ | No log | 0.8 | 48 | 1.6363 | 0.5538 | 1.6363 | 1.2792 |
76
+ | No log | 0.8333 | 50 | 1.1656 | 0.6354 | 1.1656 | 1.0796 |
77
+ | No log | 0.8667 | 52 | 0.7058 | 0.8182 | 0.7058 | 0.8401 |
78
+ | No log | 0.9 | 54 | 0.8949 | 0.5972 | 0.8949 | 0.9460 |
79
+ | No log | 0.9333 | 56 | 0.9178 | 0.6207 | 0.9178 | 0.9580 |
80
+ | No log | 0.9667 | 58 | 0.7447 | 0.7733 | 0.7447 | 0.8630 |
81
+ | No log | 1.0 | 60 | 1.1500 | 0.6286 | 1.1500 | 1.0724 |
82
+ | No log | 1.0333 | 62 | 2.6321 | 0.3163 | 2.6321 | 1.6224 |
83
+ | No log | 1.0667 | 64 | 3.1146 | 0.3304 | 3.1146 | 1.7648 |
84
+ | No log | 1.1 | 66 | 2.4867 | 0.3113 | 2.4867 | 1.5769 |
85
+ | No log | 1.1333 | 68 | 1.4640 | 0.4841 | 1.4640 | 1.2100 |
86
+ | No log | 1.1667 | 70 | 1.0560 | 0.5037 | 1.0560 | 1.0276 |
87
+ | No log | 1.2 | 72 | 1.0049 | 0.4677 | 1.0049 | 1.0024 |
88
+ | No log | 1.2333 | 74 | 1.0085 | 0.5197 | 1.0085 | 1.0043 |
89
+ | No log | 1.2667 | 76 | 1.2305 | 0.5547 | 1.2305 | 1.1093 |
90
+ | No log | 1.3 | 78 | 1.7052 | 0.4342 | 1.7052 | 1.3058 |
91
+ | No log | 1.3333 | 80 | 2.1909 | 0.3060 | 2.1909 | 1.4802 |
92
+ | No log | 1.3667 | 82 | 2.0603 | 0.3590 | 2.0603 | 1.4354 |
93
+ | No log | 1.4 | 84 | 1.4735 | 0.5341 | 1.4735 | 1.2139 |
94
+ | No log | 1.4333 | 86 | 0.8740 | 0.7805 | 0.8740 | 0.9349 |
95
+ | No log | 1.4667 | 88 | 0.7675 | 0.7595 | 0.7675 | 0.8761 |
96
+ | No log | 1.5 | 90 | 0.8089 | 0.7152 | 0.8089 | 0.8994 |
97
+ | No log | 1.5333 | 92 | 0.8010 | 0.7190 | 0.8010 | 0.8950 |
98
+ | No log | 1.5667 | 94 | 0.6891 | 0.7564 | 0.6891 | 0.8301 |
99
+ | No log | 1.6 | 96 | 0.6403 | 0.7805 | 0.6403 | 0.8002 |
100
+ | No log | 1.6333 | 98 | 0.6256 | 0.7904 | 0.6256 | 0.7909 |
101
+ | No log | 1.6667 | 100 | 0.6361 | 0.7882 | 0.6361 | 0.7976 |
102
+ | No log | 1.7 | 102 | 0.6032 | 0.8025 | 0.6032 | 0.7767 |
103
+ | No log | 1.7333 | 104 | 0.5979 | 0.7975 | 0.5979 | 0.7732 |
104
+ | No log | 1.7667 | 106 | 0.5788 | 0.7843 | 0.5788 | 0.7608 |
105
+ | No log | 1.8 | 108 | 0.5762 | 0.8176 | 0.5762 | 0.7591 |
106
+ | No log | 1.8333 | 110 | 0.6564 | 0.7778 | 0.6564 | 0.8102 |
107
+ | No log | 1.8667 | 112 | 0.6904 | 0.7952 | 0.6904 | 0.8309 |
108
+ | No log | 1.9 | 114 | 0.7270 | 0.8144 | 0.7270 | 0.8526 |
109
+ | No log | 1.9333 | 116 | 0.8037 | 0.7805 | 0.8037 | 0.8965 |
110
+ | No log | 1.9667 | 118 | 0.9179 | 0.7059 | 0.9179 | 0.9581 |
111
+ | No log | 2.0 | 120 | 0.9840 | 0.6848 | 0.9840 | 0.9920 |
112
+ | No log | 2.0333 | 122 | 0.7911 | 0.8 | 0.7911 | 0.8894 |
113
+ | No log | 2.0667 | 124 | 0.6469 | 0.8144 | 0.6469 | 0.8043 |
114
+ | No log | 2.1 | 126 | 0.6055 | 0.8221 | 0.6055 | 0.7782 |
115
+ | No log | 2.1333 | 128 | 0.6012 | 0.8364 | 0.6012 | 0.7754 |
116
+ | No log | 2.1667 | 130 | 0.6715 | 0.8235 | 0.6715 | 0.8194 |
117
+ | No log | 2.2 | 132 | 0.5883 | 0.8383 | 0.5883 | 0.7670 |
118
+ | No log | 2.2333 | 134 | 0.6028 | 0.7613 | 0.6028 | 0.7764 |
119
+ | No log | 2.2667 | 136 | 0.6450 | 0.76 | 0.6449 | 0.8031 |
120
+ | No log | 2.3 | 138 | 0.5975 | 0.7643 | 0.5975 | 0.7730 |
121
+ | No log | 2.3333 | 140 | 0.6414 | 0.8125 | 0.6414 | 0.8009 |
122
+ | No log | 2.3667 | 142 | 0.9195 | 0.6579 | 0.9195 | 0.9589 |
123
+ | No log | 2.4 | 144 | 1.0732 | 0.6410 | 1.0732 | 1.0360 |
124
+ | No log | 2.4333 | 146 | 0.7976 | 0.7020 | 0.7976 | 0.8931 |
125
+ | No log | 2.4667 | 148 | 0.6288 | 0.7947 | 0.6288 | 0.7930 |
126
+ | No log | 2.5 | 150 | 0.6137 | 0.7843 | 0.6137 | 0.7834 |
127
+ | No log | 2.5333 | 152 | 0.6030 | 0.7925 | 0.6030 | 0.7765 |
128
+ | No log | 2.5667 | 154 | 0.7062 | 0.7901 | 0.7062 | 0.8404 |
129
+ | No log | 2.6 | 156 | 0.7607 | 0.7545 | 0.7607 | 0.8722 |
130
+ | No log | 2.6333 | 158 | 0.6315 | 0.8272 | 0.6315 | 0.7946 |
131
+ | No log | 2.6667 | 160 | 0.5613 | 0.8050 | 0.5613 | 0.7492 |
132
+ | No log | 2.7 | 162 | 0.5949 | 0.7974 | 0.5949 | 0.7713 |
133
+ | No log | 2.7333 | 164 | 0.6049 | 0.8302 | 0.6049 | 0.7778 |
134
+ | No log | 2.7667 | 166 | 0.7687 | 0.7308 | 0.7687 | 0.8768 |
135
+ | No log | 2.8 | 168 | 0.9619 | 0.6667 | 0.9619 | 0.9808 |
136
+ | No log | 2.8333 | 170 | 0.8043 | 0.7314 | 0.8043 | 0.8968 |
137
+ | No log | 2.8667 | 172 | 0.5782 | 0.8466 | 0.5782 | 0.7604 |
138
+ | No log | 2.9 | 174 | 0.6369 | 0.7467 | 0.6369 | 0.7981 |
139
+ | No log | 2.9333 | 176 | 0.7933 | 0.7297 | 0.7933 | 0.8907 |
140
+ | No log | 2.9667 | 178 | 0.7430 | 0.7483 | 0.7430 | 0.8620 |
141
+ | No log | 3.0 | 180 | 0.5904 | 0.7826 | 0.5904 | 0.7684 |
142
+ | No log | 3.0333 | 182 | 0.5734 | 0.8 | 0.5734 | 0.7572 |
143
+ | No log | 3.0667 | 184 | 0.6404 | 0.8222 | 0.6404 | 0.8003 |
144
+ | No log | 3.1 | 186 | 0.6850 | 0.8343 | 0.6850 | 0.8277 |
145
+ | No log | 3.1333 | 188 | 0.6285 | 0.8272 | 0.6285 | 0.7928 |
146
+ | No log | 3.1667 | 190 | 0.6602 | 0.7895 | 0.6602 | 0.8125 |
147
+ | No log | 3.2 | 192 | 0.7561 | 0.7007 | 0.7561 | 0.8695 |
148
+ | No log | 3.2333 | 194 | 0.8128 | 0.6963 | 0.8128 | 0.9015 |
149
+ | No log | 3.2667 | 196 | 0.8488 | 0.6466 | 0.8488 | 0.9213 |
150
+ | No log | 3.3 | 198 | 0.8588 | 0.5797 | 0.8588 | 0.9267 |
151
+ | No log | 3.3333 | 200 | 0.7659 | 0.7260 | 0.7659 | 0.8751 |
152
+ | No log | 3.3667 | 202 | 0.6914 | 0.7682 | 0.6914 | 0.8315 |
153
+ | No log | 3.4 | 204 | 0.6573 | 0.7532 | 0.6573 | 0.8108 |
154
+ | No log | 3.4333 | 206 | 0.6280 | 0.7771 | 0.6280 | 0.7924 |
155
+ | No log | 3.4667 | 208 | 0.6509 | 0.8571 | 0.6509 | 0.8068 |
156
+ | No log | 3.5 | 210 | 0.7006 | 0.8503 | 0.7006 | 0.8370 |
157
+ | No log | 3.5333 | 212 | 0.7114 | 0.8148 | 0.7114 | 0.8435 |
158
+ | No log | 3.5667 | 214 | 0.7974 | 0.7320 | 0.7974 | 0.8930 |
159
+ | No log | 3.6 | 216 | 0.9103 | 0.6069 | 0.9103 | 0.9541 |
160
+ | No log | 3.6333 | 218 | 0.9729 | 0.5986 | 0.9729 | 0.9864 |
161
+ | No log | 3.6667 | 220 | 0.9640 | 0.5874 | 0.9640 | 0.9818 |
162
+ | No log | 3.7 | 222 | 0.8892 | 0.6575 | 0.8892 | 0.9430 |
163
+ | No log | 3.7333 | 224 | 1.0190 | 0.6216 | 1.0190 | 1.0095 |
164
+ | No log | 3.7667 | 226 | 1.3025 | 0.5795 | 1.3025 | 1.1413 |
165
+ | No log | 3.8 | 228 | 1.1292 | 0.6433 | 1.1292 | 1.0626 |
166
+ | No log | 3.8333 | 230 | 0.7834 | 0.7342 | 0.7834 | 0.8851 |
167
+ | No log | 3.8667 | 232 | 0.5765 | 0.7927 | 0.5765 | 0.7593 |
168
+ | No log | 3.9 | 234 | 0.5751 | 0.7975 | 0.5751 | 0.7583 |
169
+ | No log | 3.9333 | 236 | 0.5983 | 0.7975 | 0.5983 | 0.7735 |
170
+ | No log | 3.9667 | 238 | 0.6209 | 0.7564 | 0.6209 | 0.7879 |
171
+ | No log | 4.0 | 240 | 0.7064 | 0.7273 | 0.7064 | 0.8404 |
172
+ | No log | 4.0333 | 242 | 0.7960 | 0.7261 | 0.7960 | 0.8922 |
173
+ | No log | 4.0667 | 244 | 0.7548 | 0.7134 | 0.7548 | 0.8688 |
174
+ | No log | 4.1 | 246 | 0.7054 | 0.7226 | 0.7054 | 0.8399 |
175
+ | No log | 4.1333 | 248 | 0.7100 | 0.7285 | 0.7100 | 0.8426 |
176
+ | No log | 4.1667 | 250 | 0.7209 | 0.7075 | 0.7209 | 0.8490 |
177
+ | No log | 4.2 | 252 | 0.7410 | 0.7467 | 0.7410 | 0.8608 |
178
+ | No log | 4.2333 | 254 | 0.7632 | 0.7383 | 0.7632 | 0.8736 |
179
+ | No log | 4.2667 | 256 | 0.7182 | 0.7383 | 0.7182 | 0.8475 |
180
+ | No log | 4.3 | 258 | 0.6436 | 0.8075 | 0.6436 | 0.8023 |
181
+ | No log | 4.3333 | 260 | 0.7234 | 0.7753 | 0.7234 | 0.8506 |
182
+ | No log | 4.3667 | 262 | 0.8950 | 0.7385 | 0.8950 | 0.9460 |
183
+ | No log | 4.4 | 264 | 0.8913 | 0.7449 | 0.8913 | 0.9441 |
184
+ | No log | 4.4333 | 266 | 0.6917 | 0.7735 | 0.6917 | 0.8317 |
185
+ | No log | 4.4667 | 268 | 0.5759 | 0.8383 | 0.5759 | 0.7589 |
186
+ | No log | 4.5 | 270 | 0.5809 | 0.8447 | 0.5809 | 0.7622 |
187
+ | No log | 4.5333 | 272 | 0.6310 | 0.8199 | 0.6310 | 0.7944 |
188
+ | No log | 4.5667 | 274 | 0.7992 | 0.7326 | 0.7992 | 0.8940 |
189
+ | No log | 4.6 | 276 | 1.0491 | 0.6596 | 1.0491 | 1.0242 |
190
+ | No log | 4.6333 | 278 | 1.1604 | 0.6237 | 1.1604 | 1.0772 |
191
+ | No log | 4.6667 | 280 | 0.9979 | 0.6811 | 0.9979 | 0.9990 |
192
+ | No log | 4.7 | 282 | 0.6876 | 0.8 | 0.6876 | 0.8292 |
193
+ | No log | 4.7333 | 284 | 0.5562 | 0.8221 | 0.5562 | 0.7458 |
194
+ | No log | 4.7667 | 286 | 0.5896 | 0.8118 | 0.5896 | 0.7678 |
195
+ | No log | 4.8 | 288 | 0.6193 | 0.8072 | 0.6193 | 0.7870 |
196
+ | No log | 4.8333 | 290 | 0.6066 | 0.8148 | 0.6066 | 0.7789 |
197
+ | No log | 4.8667 | 292 | 0.6651 | 0.8140 | 0.6651 | 0.8156 |
198
+ | No log | 4.9 | 294 | 0.7188 | 0.8023 | 0.7188 | 0.8478 |
199
+ | No log | 4.9333 | 296 | 0.7244 | 0.7976 | 0.7244 | 0.8511 |
200
+ | No log | 4.9667 | 298 | 0.7299 | 0.7925 | 0.7299 | 0.8544 |
201
+ | No log | 5.0 | 300 | 0.7728 | 0.75 | 0.7728 | 0.8791 |
202
+ | No log | 5.0333 | 302 | 0.7679 | 0.75 | 0.7679 | 0.8763 |
203
+ | No log | 5.0667 | 304 | 0.7195 | 0.7403 | 0.7195 | 0.8482 |
204
+ | No log | 5.1 | 306 | 0.6641 | 0.8025 | 0.6641 | 0.8149 |
205
+ | No log | 5.1333 | 308 | 0.6291 | 0.8050 | 0.6291 | 0.7932 |
206
+ | No log | 5.1667 | 310 | 0.6392 | 0.7389 | 0.6392 | 0.7995 |
207
+ | No log | 5.2 | 312 | 0.6114 | 0.7561 | 0.6114 | 0.7819 |
208
+ | No log | 5.2333 | 314 | 0.5822 | 0.7730 | 0.5822 | 0.7630 |
209
+ | No log | 5.2667 | 316 | 0.5463 | 0.8228 | 0.5463 | 0.7391 |
210
+ | No log | 5.3 | 318 | 0.5796 | 0.8153 | 0.5796 | 0.7613 |
211
+ | No log | 5.3333 | 320 | 0.6173 | 0.8 | 0.6173 | 0.7857 |
212
+ | No log | 5.3667 | 322 | 0.6664 | 0.7871 | 0.6664 | 0.8163 |
213
+ | No log | 5.4 | 324 | 0.6521 | 0.7922 | 0.6521 | 0.8075 |
214
+ | No log | 5.4333 | 326 | 0.6121 | 0.7792 | 0.6121 | 0.7824 |
215
+ | No log | 5.4667 | 328 | 0.6330 | 0.8 | 0.6330 | 0.7956 |
216
+ | No log | 5.5 | 330 | 0.6453 | 0.7927 | 0.6453 | 0.8033 |
217
+ | No log | 5.5333 | 332 | 0.6810 | 0.7907 | 0.6810 | 0.8252 |
218
+ | No log | 5.5667 | 334 | 0.6960 | 0.7836 | 0.6960 | 0.8342 |
219
+ | No log | 5.6 | 336 | 0.6587 | 0.7848 | 0.6587 | 0.8116 |
220
+ | No log | 5.6333 | 338 | 0.6090 | 0.8205 | 0.6090 | 0.7804 |
221
+ | No log | 5.6667 | 340 | 0.6164 | 0.8153 | 0.6164 | 0.7851 |
222
+ | No log | 5.7 | 342 | 0.6186 | 0.7582 | 0.6186 | 0.7865 |
223
+ | No log | 5.7333 | 344 | 0.6255 | 0.7792 | 0.6255 | 0.7909 |
224
+ | No log | 5.7667 | 346 | 0.6525 | 0.7517 | 0.6525 | 0.8078 |
225
+ | No log | 5.8 | 348 | 0.7014 | 0.7568 | 0.7014 | 0.8375 |
226
+ | No log | 5.8333 | 350 | 0.8049 | 0.6667 | 0.8049 | 0.8971 |
227
+ | No log | 5.8667 | 352 | 0.8200 | 0.6621 | 0.8200 | 0.9055 |
228
+ | No log | 5.9 | 354 | 0.7411 | 0.7075 | 0.7411 | 0.8609 |
229
+ | No log | 5.9333 | 356 | 0.6617 | 0.7947 | 0.6617 | 0.8134 |
230
+ | No log | 5.9667 | 358 | 0.6507 | 0.7517 | 0.6507 | 0.8067 |
231
+ | No log | 6.0 | 360 | 0.6349 | 0.7550 | 0.6349 | 0.7968 |
232
+ | No log | 6.0333 | 362 | 0.6181 | 0.7712 | 0.6181 | 0.7862 |
233
+ | No log | 6.0667 | 364 | 0.6037 | 0.8026 | 0.6037 | 0.7770 |
234
+ | No log | 6.1 | 366 | 0.6166 | 0.7895 | 0.6166 | 0.7852 |
235
+ | No log | 6.1333 | 368 | 0.6645 | 0.7467 | 0.6645 | 0.8152 |
236
+ | No log | 6.1667 | 370 | 0.7271 | 0.7448 | 0.7271 | 0.8527 |
237
+ | No log | 6.2 | 372 | 0.7599 | 0.7222 | 0.7599 | 0.8717 |
238
+ | No log | 6.2333 | 374 | 0.7452 | 0.7534 | 0.7452 | 0.8632 |
239
+ | No log | 6.2667 | 376 | 0.7331 | 0.7619 | 0.7331 | 0.8562 |
240
+ | No log | 6.3 | 378 | 0.7635 | 0.7333 | 0.7635 | 0.8738 |
241
+ | No log | 6.3333 | 380 | 0.7268 | 0.7152 | 0.7268 | 0.8525 |
242
+ | No log | 6.3667 | 382 | 0.6781 | 0.7712 | 0.6781 | 0.8235 |
243
+ | No log | 6.4 | 384 | 0.6217 | 0.8205 | 0.6217 | 0.7885 |
244
+ | No log | 6.4333 | 386 | 0.6336 | 0.7843 | 0.6336 | 0.7960 |
245
+ | No log | 6.4667 | 388 | 0.6048 | 0.8052 | 0.6048 | 0.7777 |
246
+ | No log | 6.5 | 390 | 0.5688 | 0.8280 | 0.5688 | 0.7542 |
247
+ | No log | 6.5333 | 392 | 0.5627 | 0.825 | 0.5627 | 0.7502 |
248
+ | No log | 6.5667 | 394 | 0.5713 | 0.8199 | 0.5713 | 0.7558 |
249
+ | No log | 6.6 | 396 | 0.5670 | 0.8302 | 0.5670 | 0.7530 |
250
+ | No log | 6.6333 | 398 | 0.5866 | 0.8354 | 0.5866 | 0.7659 |
251
+ | No log | 6.6667 | 400 | 0.6226 | 0.8077 | 0.6226 | 0.7891 |
252
+ | No log | 6.7 | 402 | 0.6459 | 0.8 | 0.6459 | 0.8037 |
253
+ | No log | 6.7333 | 404 | 0.6419 | 0.7647 | 0.6419 | 0.8012 |
254
+ | No log | 6.7667 | 406 | 0.5946 | 0.7977 | 0.5946 | 0.7711 |
255
+ | No log | 6.8 | 408 | 0.5581 | 0.8161 | 0.5581 | 0.7470 |
256
+ | No log | 6.8333 | 410 | 0.5452 | 0.8199 | 0.5452 | 0.7384 |
257
+ | No log | 6.8667 | 412 | 0.5667 | 0.8199 | 0.5667 | 0.7528 |
258
+ | No log | 6.9 | 414 | 0.5657 | 0.8199 | 0.5657 | 0.7521 |
259
+ | No log | 6.9333 | 416 | 0.6101 | 0.8280 | 0.6101 | 0.7811 |
260
+ | No log | 6.9667 | 418 | 0.6772 | 0.7871 | 0.6772 | 0.8229 |
261
+ | No log | 7.0 | 420 | 0.7585 | 0.75 | 0.7585 | 0.8709 |
262
+ | No log | 7.0333 | 422 | 0.7962 | 0.72 | 0.7962 | 0.8923 |
263
+ | No log | 7.0667 | 424 | 0.7612 | 0.7417 | 0.7612 | 0.8725 |
264
+ | No log | 7.1 | 426 | 0.6699 | 0.8 | 0.6699 | 0.8185 |
265
+ | No log | 7.1333 | 428 | 0.5921 | 0.7871 | 0.5921 | 0.7695 |
266
+ | No log | 7.1667 | 430 | 0.5366 | 0.8228 | 0.5366 | 0.7326 |
267
+ | No log | 7.2 | 432 | 0.5311 | 0.8228 | 0.5311 | 0.7287 |
268
+ | No log | 7.2333 | 434 | 0.5296 | 0.8025 | 0.5296 | 0.7277 |
269
+ | No log | 7.2667 | 436 | 0.5575 | 0.8077 | 0.5575 | 0.7467 |
270
+ | No log | 7.3 | 438 | 0.5616 | 0.8077 | 0.5616 | 0.7494 |
271
+ | No log | 7.3333 | 440 | 0.5608 | 0.8176 | 0.5608 | 0.7489 |
272
+ | No log | 7.3667 | 442 | 0.6291 | 0.7451 | 0.6291 | 0.7931 |
273
+ | No log | 7.4 | 444 | 0.7742 | 0.6986 | 0.7742 | 0.8799 |
274
+ | No log | 7.4333 | 446 | 0.8895 | 0.6809 | 0.8895 | 0.9431 |
275
+ | No log | 7.4667 | 448 | 0.8840 | 0.6853 | 0.8840 | 0.9402 |
276
+ | No log | 7.5 | 450 | 0.8148 | 0.7034 | 0.8148 | 0.9027 |
277
+ | No log | 7.5333 | 452 | 0.7906 | 0.72 | 0.7906 | 0.8892 |
278
+ | No log | 7.5667 | 454 | 0.8374 | 0.6897 | 0.8374 | 0.9151 |
279
+ | No log | 7.6 | 456 | 0.7980 | 0.7237 | 0.7980 | 0.8933 |
280
+ | No log | 7.6333 | 458 | 0.7429 | 0.7355 | 0.7429 | 0.8619 |
281
+ | No log | 7.6667 | 460 | 0.7133 | 0.75 | 0.7133 | 0.8446 |
282
+ | No log | 7.7 | 462 | 0.6648 | 0.7692 | 0.6648 | 0.8154 |
283
+ | No log | 7.7333 | 464 | 0.6639 | 0.8052 | 0.6639 | 0.8148 |
284
+ | No log | 7.7667 | 466 | 0.6642 | 0.7974 | 0.6642 | 0.8150 |
285
+ | No log | 7.8 | 468 | 0.6544 | 0.7742 | 0.6544 | 0.8089 |
286
+ | No log | 7.8333 | 470 | 0.6378 | 0.7742 | 0.6378 | 0.7986 |
287
+ | No log | 7.8667 | 472 | 0.6332 | 0.8129 | 0.6332 | 0.7957 |
288
+ | No log | 7.9 | 474 | 0.6422 | 0.8205 | 0.6422 | 0.8014 |
289
+ | No log | 7.9333 | 476 | 0.6501 | 0.8205 | 0.6501 | 0.8063 |
290
+ | No log | 7.9667 | 478 | 0.6506 | 0.8205 | 0.6506 | 0.8066 |
291
+ | No log | 8.0 | 480 | 0.6294 | 0.8280 | 0.6294 | 0.7933 |
292
+ | No log | 8.0333 | 482 | 0.6165 | 0.8176 | 0.6165 | 0.7852 |
293
+ | No log | 8.0667 | 484 | 0.6586 | 0.7799 | 0.6586 | 0.8115 |
294
+ | No log | 8.1 | 486 | 0.6540 | 0.8050 | 0.6540 | 0.8087 |
295
+ | No log | 8.1333 | 488 | 0.6621 | 0.8153 | 0.6621 | 0.8137 |
296
+ | No log | 8.1667 | 490 | 0.6702 | 0.8153 | 0.6702 | 0.8187 |
297
+ | No log | 8.2 | 492 | 0.6733 | 0.7792 | 0.6733 | 0.8205 |
298
+ | No log | 8.2333 | 494 | 0.6688 | 0.8205 | 0.6688 | 0.8178 |
299
+ | No log | 8.2667 | 496 | 0.6388 | 0.8153 | 0.6388 | 0.7993 |
300
+ | No log | 8.3 | 498 | 0.5859 | 0.8101 | 0.5859 | 0.7654 |
301
+ | 0.4225 | 8.3333 | 500 | 0.5698 | 0.8153 | 0.5698 | 0.7548 |
302
+ | 0.4225 | 8.3667 | 502 | 0.5909 | 0.825 | 0.5909 | 0.7687 |
303
+ | 0.4225 | 8.4 | 504 | 0.6551 | 0.8242 | 0.6551 | 0.8094 |
304
+ | 0.4225 | 8.4333 | 506 | 0.6551 | 0.8242 | 0.6551 | 0.8094 |
305
+ | 0.4225 | 8.4667 | 508 | 0.5690 | 0.8 | 0.5690 | 0.7543 |
306
+ | 0.4225 | 8.5 | 510 | 0.5658 | 0.8153 | 0.5658 | 0.7522 |
307
+ | 0.4225 | 8.5333 | 512 | 0.6090 | 0.8050 | 0.6090 | 0.7804 |
308
+ | 0.4225 | 8.5667 | 514 | 0.6404 | 0.7949 | 0.6404 | 0.8003 |
309
+ | 0.4225 | 8.6 | 516 | 0.6563 | 0.8101 | 0.6563 | 0.8101 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions