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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k6_task5_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_run3_AugV5_k5_task5_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_run3_AugV5_k5_task5_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: 0.6831
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- - Qwk: 0.5300
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- - Mse: 0.6831
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- - Rmse: 0.8265
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  ## Model description
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@@ -49,316 +49,271 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.1176 | 2 | 3.9512 | -0.0331 | 3.9512 | 1.9878 |
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- | No log | 0.2353 | 4 | 1.9517 | 0.0054 | 1.9517 | 1.3970 |
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- | No log | 0.3529 | 6 | 1.7389 | 0.0429 | 1.7389 | 1.3187 |
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- | No log | 0.4706 | 8 | 1.2289 | 0.0380 | 1.2289 | 1.1085 |
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- | No log | 0.5882 | 10 | 1.0338 | 0.2467 | 1.0338 | 1.0168 |
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- | No log | 0.7059 | 12 | 1.2293 | 0.0520 | 1.2293 | 1.1088 |
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- | No log | 0.8235 | 14 | 1.3886 | -0.0777 | 1.3886 | 1.1784 |
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- | No log | 0.9412 | 16 | 1.2919 | -0.0743 | 1.2919 | 1.1366 |
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- | No log | 1.0588 | 18 | 1.2011 | 0.0287 | 1.2011 | 1.0960 |
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- | No log | 1.1765 | 20 | 1.0930 | 0.2416 | 1.0930 | 1.0455 |
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- | No log | 1.2941 | 22 | 1.1705 | 0.1738 | 1.1705 | 1.0819 |
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- | No log | 1.4118 | 24 | 1.3922 | 0.0 | 1.3922 | 1.1799 |
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- | No log | 1.5294 | 26 | 1.3674 | 0.0 | 1.3674 | 1.1694 |
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- | No log | 1.6471 | 28 | 1.2346 | 0.0731 | 1.2346 | 1.1111 |
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- | No log | 1.7647 | 30 | 1.0999 | 0.2416 | 1.0999 | 1.0487 |
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- | No log | 1.8824 | 32 | 1.0559 | 0.2015 | 1.0559 | 1.0275 |
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- | No log | 2.0 | 34 | 1.0479 | 0.1698 | 1.0479 | 1.0237 |
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- | No log | 2.1176 | 36 | 1.1970 | 0.2156 | 1.1970 | 1.0941 |
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- | No log | 2.2353 | 38 | 1.5628 | 0.1303 | 1.5628 | 1.2501 |
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- | No log | 2.3529 | 40 | 1.5298 | 0.1208 | 1.5298 | 1.2369 |
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- | No log | 2.4706 | 42 | 1.1913 | 0.1967 | 1.1913 | 1.0915 |
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- | No log | 2.5882 | 44 | 1.0543 | 0.1341 | 1.0543 | 1.0268 |
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- | No log | 2.7059 | 46 | 1.0792 | 0.3596 | 1.0792 | 1.0388 |
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- | No log | 2.8235 | 48 | 1.0227 | 0.2541 | 1.0227 | 1.0113 |
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- | No log | 2.9412 | 50 | 1.1987 | 0.2665 | 1.1987 | 1.0949 |
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- | No log | 3.0588 | 52 | 1.5761 | 0.2033 | 1.5761 | 1.2554 |
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- | No log | 3.1765 | 54 | 1.5685 | 0.2248 | 1.5685 | 1.2524 |
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- | No log | 3.2941 | 56 | 1.3126 | 0.3059 | 1.3126 | 1.1457 |
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- | No log | 3.4118 | 58 | 0.9575 | 0.2822 | 0.9575 | 0.9785 |
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- | No log | 3.5294 | 60 | 0.9224 | 0.3840 | 0.9224 | 0.9604 |
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- | No log | 3.6471 | 62 | 1.0211 | 0.3124 | 1.0211 | 1.0105 |
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- | No log | 3.7647 | 64 | 0.9625 | 0.3841 | 0.9625 | 0.9811 |
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- | No log | 3.8824 | 66 | 0.9537 | 0.3896 | 0.9537 | 0.9766 |
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- | No log | 4.0 | 68 | 1.0236 | 0.2145 | 1.0236 | 1.0117 |
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- | No log | 4.1176 | 70 | 1.0754 | 0.2032 | 1.0754 | 1.0370 |
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- | No log | 4.2353 | 72 | 1.0041 | 0.2911 | 1.0041 | 1.0021 |
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- | No log | 4.3529 | 74 | 0.9998 | 0.3414 | 0.9998 | 0.9999 |
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- | No log | 4.4706 | 76 | 0.9896 | 0.4059 | 0.9896 | 0.9948 |
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- | No log | 4.5882 | 78 | 1.0043 | 0.3985 | 1.0043 | 1.0021 |
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- | No log | 4.7059 | 80 | 1.0035 | 0.3696 | 1.0035 | 1.0018 |
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- | No log | 4.8235 | 82 | 0.9681 | 0.5090 | 0.9681 | 0.9839 |
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- | No log | 4.9412 | 84 | 1.1340 | 0.3486 | 1.1340 | 1.0649 |
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- | No log | 5.0588 | 86 | 1.1375 | 0.3486 | 1.1375 | 1.0665 |
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- | No log | 5.1765 | 88 | 0.9202 | 0.5090 | 0.9202 | 0.9593 |
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- | No log | 5.2941 | 90 | 1.0273 | 0.3784 | 1.0273 | 1.0135 |
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- | No log | 5.4118 | 92 | 1.3062 | 0.3316 | 1.3062 | 1.1429 |
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- | No log | 5.5294 | 94 | 1.2205 | 0.3432 | 1.2205 | 1.1048 |
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- | No log | 5.6471 | 96 | 0.9394 | 0.3714 | 0.9394 | 0.9692 |
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- | No log | 5.7647 | 98 | 0.8442 | 0.4676 | 0.8442 | 0.9188 |
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- | No log | 5.8824 | 100 | 0.9365 | 0.3897 | 0.9365 | 0.9677 |
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- | No log | 6.0 | 102 | 0.9399 | 0.4379 | 0.9399 | 0.9695 |
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- | No log | 6.1176 | 104 | 0.8820 | 0.4305 | 0.8820 | 0.9391 |
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- | No log | 6.2353 | 106 | 0.8695 | 0.4345 | 0.8695 | 0.9325 |
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- | No log | 6.3529 | 108 | 0.8397 | 0.4802 | 0.8397 | 0.9163 |
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- | No log | 6.4706 | 110 | 0.8489 | 0.4588 | 0.8489 | 0.9214 |
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- | No log | 6.5882 | 112 | 0.8904 | 0.4450 | 0.8904 | 0.9436 |
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- | No log | 6.7059 | 114 | 0.8020 | 0.5330 | 0.8020 | 0.8955 |
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- | No log | 6.8235 | 116 | 0.7688 | 0.5060 | 0.7688 | 0.8768 |
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- | No log | 6.9412 | 118 | 0.8194 | 0.5080 | 0.8194 | 0.9052 |
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- | No log | 7.0588 | 120 | 0.8161 | 0.5190 | 0.8161 | 0.9034 |
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- | No log | 7.1765 | 122 | 0.7751 | 0.5215 | 0.7751 | 0.8804 |
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- | No log | 7.2941 | 124 | 0.8160 | 0.5380 | 0.8160 | 0.9033 |
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- | No log | 7.4118 | 126 | 0.8697 | 0.5317 | 0.8697 | 0.9326 |
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- | No log | 7.5294 | 128 | 0.8588 | 0.5549 | 0.8588 | 0.9267 |
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- | No log | 7.6471 | 130 | 0.7855 | 0.5973 | 0.7855 | 0.8863 |
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- | No log | 7.7647 | 132 | 0.7330 | 0.6259 | 0.7330 | 0.8562 |
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- | No log | 7.8824 | 134 | 0.7534 | 0.5756 | 0.7534 | 0.8680 |
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- | No log | 8.0 | 136 | 0.7645 | 0.5756 | 0.7645 | 0.8744 |
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- | No log | 8.1176 | 138 | 0.8398 | 0.5902 | 0.8398 | 0.9164 |
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- | No log | 8.2353 | 140 | 0.8035 | 0.5830 | 0.8034 | 0.8964 |
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- | No log | 8.3529 | 142 | 0.7418 | 0.5855 | 0.7418 | 0.8613 |
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- | No log | 8.4706 | 144 | 0.7327 | 0.5545 | 0.7327 | 0.8560 |
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- | No log | 8.5882 | 146 | 0.7551 | 0.5431 | 0.7551 | 0.8690 |
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- | No log | 8.7059 | 148 | 0.7765 | 0.5752 | 0.7765 | 0.8812 |
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- | No log | 8.8235 | 150 | 0.7896 | 0.5832 | 0.7896 | 0.8886 |
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- | No log | 8.9412 | 152 | 0.7534 | 0.5342 | 0.7534 | 0.8680 |
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- | No log | 9.0588 | 154 | 0.7476 | 0.5351 | 0.7476 | 0.8646 |
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- | No log | 9.1765 | 156 | 0.7393 | 0.5585 | 0.7393 | 0.8598 |
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- | No log | 9.2941 | 158 | 0.7332 | 0.5603 | 0.7332 | 0.8563 |
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- | No log | 9.4118 | 160 | 0.7159 | 0.6060 | 0.7159 | 0.8461 |
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- | No log | 9.5294 | 162 | 0.6981 | 0.5152 | 0.6981 | 0.8355 |
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- | No log | 9.6471 | 164 | 0.7277 | 0.5534 | 0.7277 | 0.8531 |
134
- | No log | 9.7647 | 166 | 0.7079 | 0.5463 | 0.7079 | 0.8414 |
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- | No log | 9.8824 | 168 | 0.6938 | 0.5523 | 0.6938 | 0.8329 |
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- | No log | 10.0 | 170 | 0.6847 | 0.5415 | 0.6847 | 0.8275 |
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- | No log | 10.1176 | 172 | 0.6770 | 0.5542 | 0.6770 | 0.8228 |
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- | No log | 10.2353 | 174 | 0.6528 | 0.6035 | 0.6528 | 0.8080 |
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- | No log | 10.3529 | 176 | 0.6992 | 0.6063 | 0.6992 | 0.8362 |
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- | No log | 10.4706 | 178 | 0.8876 | 0.5387 | 0.8876 | 0.9421 |
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- | No log | 10.5882 | 180 | 0.9016 | 0.5374 | 0.9016 | 0.9496 |
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- | No log | 10.7059 | 182 | 0.9192 | 0.5272 | 0.9192 | 0.9587 |
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- | No log | 10.8235 | 184 | 0.7490 | 0.5798 | 0.7490 | 0.8655 |
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- | No log | 10.9412 | 186 | 0.6737 | 0.6035 | 0.6737 | 0.8208 |
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- | No log | 11.0588 | 188 | 0.6666 | 0.5843 | 0.6666 | 0.8165 |
146
- | No log | 11.1765 | 190 | 0.6691 | 0.6114 | 0.6691 | 0.8180 |
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- | No log | 11.2941 | 192 | 0.6939 | 0.5853 | 0.6939 | 0.8330 |
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- | No log | 11.4118 | 194 | 0.8418 | 0.5706 | 0.8418 | 0.9175 |
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- | No log | 11.5294 | 196 | 1.0373 | 0.4978 | 1.0373 | 1.0185 |
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- | No log | 11.6471 | 198 | 0.9673 | 0.5190 | 0.9673 | 0.9835 |
151
- | No log | 11.7647 | 200 | 0.7674 | 0.5489 | 0.7674 | 0.8760 |
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- | No log | 11.8824 | 202 | 0.7083 | 0.5580 | 0.7083 | 0.8416 |
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- | No log | 12.0 | 204 | 0.6871 | 0.6068 | 0.6871 | 0.8289 |
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- | No log | 12.1176 | 206 | 0.6611 | 0.6177 | 0.6611 | 0.8131 |
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- | No log | 12.2353 | 208 | 0.7271 | 0.6160 | 0.7271 | 0.8527 |
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- | No log | 12.3529 | 210 | 0.7552 | 0.6199 | 0.7552 | 0.8690 |
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- | No log | 12.4706 | 212 | 0.6898 | 0.6443 | 0.6898 | 0.8305 |
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- | No log | 12.5882 | 214 | 0.6750 | 0.6677 | 0.6750 | 0.8216 |
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- | No log | 12.7059 | 216 | 0.6799 | 0.6716 | 0.6799 | 0.8246 |
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- | No log | 12.8235 | 218 | 0.6570 | 0.5606 | 0.6570 | 0.8105 |
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- | No log | 12.9412 | 220 | 0.6581 | 0.5190 | 0.6581 | 0.8112 |
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- | No log | 13.0588 | 222 | 0.6307 | 0.6519 | 0.6307 | 0.7942 |
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- | No log | 13.1765 | 224 | 0.6691 | 0.6669 | 0.6691 | 0.8180 |
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- | No log | 13.2941 | 226 | 0.6421 | 0.6573 | 0.6421 | 0.8013 |
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- | No log | 13.4118 | 228 | 0.6021 | 0.6764 | 0.6021 | 0.7760 |
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- | No log | 13.5294 | 230 | 0.6193 | 0.6656 | 0.6193 | 0.7869 |
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- | No log | 13.6471 | 232 | 0.6687 | 0.6473 | 0.6687 | 0.8178 |
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- | No log | 13.7647 | 234 | 0.7573 | 0.5451 | 0.7573 | 0.8702 |
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- | No log | 13.8824 | 236 | 0.8045 | 0.5232 | 0.8045 | 0.8969 |
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- | No log | 14.0 | 238 | 0.7335 | 0.5810 | 0.7335 | 0.8564 |
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- | No log | 14.1176 | 240 | 0.6818 | 0.4807 | 0.6818 | 0.8257 |
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- | No log | 14.2353 | 242 | 0.6966 | 0.5074 | 0.6966 | 0.8346 |
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- | No log | 14.3529 | 244 | 0.6951 | 0.5694 | 0.6951 | 0.8337 |
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- | No log | 14.4706 | 246 | 0.6419 | 0.5939 | 0.6419 | 0.8012 |
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- | No log | 14.5882 | 248 | 0.6635 | 0.6647 | 0.6635 | 0.8145 |
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- | No log | 14.7059 | 250 | 0.6765 | 0.5998 | 0.6765 | 0.8225 |
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- | No log | 14.8235 | 252 | 0.6315 | 0.6575 | 0.6315 | 0.7946 |
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- | No log | 14.9412 | 254 | 0.5895 | 0.6548 | 0.5895 | 0.7678 |
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- | No log | 15.0588 | 256 | 0.5810 | 0.6632 | 0.5810 | 0.7622 |
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- | No log | 15.1765 | 258 | 0.5826 | 0.6441 | 0.5826 | 0.7633 |
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- | No log | 15.2941 | 260 | 0.6038 | 0.6687 | 0.6038 | 0.7770 |
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- | No log | 15.4118 | 262 | 0.6421 | 0.6538 | 0.6421 | 0.8013 |
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- | No log | 15.5294 | 264 | 0.6392 | 0.6502 | 0.6392 | 0.7995 |
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- | No log | 15.6471 | 266 | 0.6093 | 0.5902 | 0.6093 | 0.7806 |
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- | No log | 15.7647 | 268 | 0.6172 | 0.6518 | 0.6172 | 0.7856 |
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- | No log | 15.8824 | 270 | 0.6276 | 0.6301 | 0.6276 | 0.7922 |
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- | No log | 16.0 | 272 | 0.7305 | 0.5973 | 0.7305 | 0.8547 |
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- | No log | 16.1176 | 274 | 0.8170 | 0.5842 | 0.8170 | 0.9039 |
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- | No log | 16.2353 | 276 | 0.7717 | 0.5898 | 0.7717 | 0.8785 |
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- | No log | 16.3529 | 278 | 0.6994 | 0.5855 | 0.6994 | 0.8363 |
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- | No log | 16.4706 | 280 | 0.6671 | 0.6164 | 0.6671 | 0.8168 |
192
- | No log | 16.5882 | 282 | 0.6772 | 0.5955 | 0.6772 | 0.8229 |
193
- | No log | 16.7059 | 284 | 0.6492 | 0.6518 | 0.6492 | 0.8057 |
194
- | No log | 16.8235 | 286 | 0.6412 | 0.6147 | 0.6412 | 0.8008 |
195
- | No log | 16.9412 | 288 | 0.6622 | 0.6438 | 0.6622 | 0.8138 |
196
- | No log | 17.0588 | 290 | 0.6574 | 0.6147 | 0.6574 | 0.8108 |
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- | No log | 17.1765 | 292 | 0.6336 | 0.6473 | 0.6336 | 0.7960 |
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- | No log | 17.2941 | 294 | 0.6195 | 0.6187 | 0.6195 | 0.7871 |
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- | No log | 17.4118 | 296 | 0.6201 | 0.6084 | 0.6201 | 0.7875 |
200
- | No log | 17.5294 | 298 | 0.6288 | 0.6084 | 0.6288 | 0.7930 |
201
- | No log | 17.6471 | 300 | 0.6577 | 0.6084 | 0.6577 | 0.8110 |
202
- | No log | 17.7647 | 302 | 0.6574 | 0.6055 | 0.6574 | 0.8108 |
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- | No log | 17.8824 | 304 | 0.6624 | 0.6442 | 0.6624 | 0.8139 |
204
- | No log | 18.0 | 306 | 0.6785 | 0.5759 | 0.6785 | 0.8237 |
205
- | No log | 18.1176 | 308 | 0.6570 | 0.6028 | 0.6570 | 0.8106 |
206
- | No log | 18.2353 | 310 | 0.6539 | 0.6007 | 0.6539 | 0.8086 |
207
- | No log | 18.3529 | 312 | 0.6687 | 0.6510 | 0.6687 | 0.8178 |
208
- | No log | 18.4706 | 314 | 0.6528 | 0.6219 | 0.6528 | 0.8079 |
209
- | No log | 18.5882 | 316 | 0.6383 | 0.5955 | 0.6383 | 0.7989 |
210
- | No log | 18.7059 | 318 | 0.6357 | 0.6154 | 0.6357 | 0.7973 |
211
- | No log | 18.8235 | 320 | 0.6403 | 0.6187 | 0.6403 | 0.8002 |
212
- | No log | 18.9412 | 322 | 0.6557 | 0.6438 | 0.6557 | 0.8098 |
213
- | No log | 19.0588 | 324 | 0.6767 | 0.6328 | 0.6767 | 0.8226 |
214
- | No log | 19.1765 | 326 | 0.6450 | 0.6647 | 0.6450 | 0.8031 |
215
- | No log | 19.2941 | 328 | 0.6295 | 0.6175 | 0.6295 | 0.7934 |
216
- | No log | 19.4118 | 330 | 0.6461 | 0.5759 | 0.6461 | 0.8038 |
217
- | No log | 19.5294 | 332 | 0.6681 | 0.6397 | 0.6681 | 0.8174 |
218
- | No log | 19.6471 | 334 | 0.6918 | 0.6396 | 0.6918 | 0.8317 |
219
- | No log | 19.7647 | 336 | 0.6827 | 0.6396 | 0.6827 | 0.8263 |
220
- | No log | 19.8824 | 338 | 0.6570 | 0.6335 | 0.6570 | 0.8106 |
221
- | No log | 20.0 | 340 | 0.6546 | 0.4845 | 0.6546 | 0.8091 |
222
- | No log | 20.1176 | 342 | 0.6662 | 0.5554 | 0.6662 | 0.8162 |
223
- | No log | 20.2353 | 344 | 0.6445 | 0.5759 | 0.6445 | 0.8028 |
224
- | No log | 20.3529 | 346 | 0.6037 | 0.6374 | 0.6037 | 0.7770 |
225
- | No log | 20.4706 | 348 | 0.6378 | 0.6476 | 0.6378 | 0.7986 |
226
- | No log | 20.5882 | 350 | 0.7009 | 0.6597 | 0.7009 | 0.8372 |
227
- | No log | 20.7059 | 352 | 0.7143 | 0.6495 | 0.7143 | 0.8451 |
228
- | No log | 20.8235 | 354 | 0.6482 | 0.6815 | 0.6482 | 0.8051 |
229
- | No log | 20.9412 | 356 | 0.6106 | 0.6900 | 0.6106 | 0.7814 |
230
- | No log | 21.0588 | 358 | 0.6100 | 0.6900 | 0.6100 | 0.7810 |
231
- | No log | 21.1765 | 360 | 0.6063 | 0.6750 | 0.6063 | 0.7786 |
232
- | No log | 21.2941 | 362 | 0.6078 | 0.6946 | 0.6078 | 0.7796 |
233
- | No log | 21.4118 | 364 | 0.5988 | 0.6965 | 0.5988 | 0.7738 |
234
- | No log | 21.5294 | 366 | 0.6033 | 0.6921 | 0.6033 | 0.7767 |
235
- | No log | 21.6471 | 368 | 0.6321 | 0.6976 | 0.6321 | 0.7950 |
236
- | No log | 21.7647 | 370 | 0.6682 | 0.6434 | 0.6682 | 0.8174 |
237
- | No log | 21.8824 | 372 | 0.6545 | 0.6609 | 0.6545 | 0.8090 |
238
- | No log | 22.0 | 374 | 0.6386 | 0.6798 | 0.6386 | 0.7992 |
239
- | No log | 22.1176 | 376 | 0.6428 | 0.6798 | 0.6428 | 0.8018 |
240
- | No log | 22.2353 | 378 | 0.6514 | 0.6965 | 0.6514 | 0.8071 |
241
- | No log | 22.3529 | 380 | 0.6675 | 0.6008 | 0.6675 | 0.8170 |
242
- | No log | 22.4706 | 382 | 0.6603 | 0.6008 | 0.6603 | 0.8126 |
243
- | No log | 22.5882 | 384 | 0.6314 | 0.6482 | 0.6314 | 0.7946 |
244
- | No log | 22.7059 | 386 | 0.6515 | 0.6006 | 0.6515 | 0.8071 |
245
- | No log | 22.8235 | 388 | 0.6701 | 0.5459 | 0.6701 | 0.8186 |
246
- | No log | 22.9412 | 390 | 0.6647 | 0.5610 | 0.6647 | 0.8153 |
247
- | No log | 23.0588 | 392 | 0.7237 | 0.5595 | 0.7237 | 0.8507 |
248
- | No log | 23.1765 | 394 | 0.7557 | 0.5777 | 0.7557 | 0.8693 |
249
- | No log | 23.2941 | 396 | 0.7175 | 0.5898 | 0.7175 | 0.8470 |
250
- | No log | 23.4118 | 398 | 0.6684 | 0.6218 | 0.6684 | 0.8176 |
251
- | No log | 23.5294 | 400 | 0.6603 | 0.6055 | 0.6603 | 0.8126 |
252
- | No log | 23.6471 | 402 | 0.6740 | 0.6547 | 0.6740 | 0.8210 |
253
- | No log | 23.7647 | 404 | 0.7371 | 0.5875 | 0.7371 | 0.8585 |
254
- | No log | 23.8824 | 406 | 0.8589 | 0.4994 | 0.8589 | 0.9268 |
255
- | No log | 24.0 | 408 | 0.8545 | 0.4779 | 0.8545 | 0.9244 |
256
- | No log | 24.1176 | 410 | 0.7780 | 0.5538 | 0.7780 | 0.8820 |
257
- | No log | 24.2353 | 412 | 0.6874 | 0.5844 | 0.6874 | 0.8291 |
258
- | No log | 24.3529 | 414 | 0.6517 | 0.6311 | 0.6517 | 0.8073 |
259
- | No log | 24.4706 | 416 | 0.6469 | 0.6028 | 0.6469 | 0.8043 |
260
- | No log | 24.5882 | 418 | 0.6366 | 0.6311 | 0.6366 | 0.7979 |
261
- | No log | 24.7059 | 420 | 0.6568 | 0.6361 | 0.6568 | 0.8104 |
262
- | No log | 24.8235 | 422 | 0.6860 | 0.6189 | 0.6860 | 0.8282 |
263
- | No log | 24.9412 | 424 | 0.6556 | 0.6361 | 0.6556 | 0.8097 |
264
- | No log | 25.0588 | 426 | 0.6403 | 0.6361 | 0.6403 | 0.8002 |
265
- | No log | 25.1765 | 428 | 0.6292 | 0.6073 | 0.6292 | 0.7932 |
266
- | No log | 25.2941 | 430 | 0.6236 | 0.6187 | 0.6236 | 0.7897 |
267
- | No log | 25.4118 | 432 | 0.6322 | 0.6073 | 0.6322 | 0.7951 |
268
- | No log | 25.5294 | 434 | 0.6404 | 0.6557 | 0.6404 | 0.8003 |
269
- | No log | 25.6471 | 436 | 0.6609 | 0.6073 | 0.6609 | 0.8130 |
270
- | No log | 25.7647 | 438 | 0.6635 | 0.6073 | 0.6635 | 0.8146 |
271
- | No log | 25.8824 | 440 | 0.6696 | 0.6177 | 0.6696 | 0.8183 |
272
- | No log | 26.0 | 442 | 0.6797 | 0.6147 | 0.6797 | 0.8244 |
273
- | No log | 26.1176 | 444 | 0.6733 | 0.6209 | 0.6733 | 0.8205 |
274
- | No log | 26.2353 | 446 | 0.6612 | 0.5038 | 0.6612 | 0.8131 |
275
- | No log | 26.3529 | 448 | 0.6684 | 0.5441 | 0.6684 | 0.8175 |
276
- | No log | 26.4706 | 450 | 0.6605 | 0.5977 | 0.6605 | 0.8127 |
277
- | No log | 26.5882 | 452 | 0.6520 | 0.5809 | 0.6520 | 0.8075 |
278
- | No log | 26.7059 | 454 | 0.6681 | 0.6249 | 0.6681 | 0.8173 |
279
- | No log | 26.8235 | 456 | 0.6809 | 0.6189 | 0.6809 | 0.8252 |
280
- | No log | 26.9412 | 458 | 0.6596 | 0.6249 | 0.6596 | 0.8122 |
281
- | No log | 27.0588 | 460 | 0.6341 | 0.6291 | 0.6341 | 0.7963 |
282
- | No log | 27.1765 | 462 | 0.6130 | 0.6805 | 0.6130 | 0.7829 |
283
- | No log | 27.2941 | 464 | 0.6037 | 0.7124 | 0.6037 | 0.7770 |
284
- | No log | 27.4118 | 466 | 0.6057 | 0.7345 | 0.6057 | 0.7783 |
285
- | No log | 27.5294 | 468 | 0.6181 | 0.6441 | 0.6181 | 0.7862 |
286
- | No log | 27.6471 | 470 | 0.6588 | 0.6177 | 0.6588 | 0.8117 |
287
- | No log | 27.7647 | 472 | 0.6703 | 0.6063 | 0.6703 | 0.8187 |
288
- | No log | 27.8824 | 474 | 0.6848 | 0.6008 | 0.6848 | 0.8275 |
289
- | No log | 28.0 | 476 | 0.7003 | 0.6426 | 0.7003 | 0.8369 |
290
- | No log | 28.1176 | 478 | 0.7037 | 0.6257 | 0.7037 | 0.8389 |
291
- | No log | 28.2353 | 480 | 0.7122 | 0.5842 | 0.7122 | 0.8439 |
292
- | No log | 28.3529 | 482 | 0.7193 | 0.5842 | 0.7193 | 0.8481 |
293
- | No log | 28.4706 | 484 | 0.7089 | 0.5948 | 0.7089 | 0.8420 |
294
- | No log | 28.5882 | 486 | 0.6640 | 0.6081 | 0.6640 | 0.8149 |
295
- | No log | 28.7059 | 488 | 0.6168 | 0.6894 | 0.6168 | 0.7853 |
296
- | No log | 28.8235 | 490 | 0.6204 | 0.6461 | 0.6204 | 0.7877 |
297
- | No log | 28.9412 | 492 | 0.6229 | 0.6078 | 0.6229 | 0.7892 |
298
- | No log | 29.0588 | 494 | 0.6184 | 0.6690 | 0.6184 | 0.7864 |
299
- | No log | 29.1765 | 496 | 0.6223 | 0.6706 | 0.6223 | 0.7889 |
300
- | No log | 29.2941 | 498 | 0.6658 | 0.5634 | 0.6658 | 0.8160 |
301
- | 0.2408 | 29.4118 | 500 | 0.7325 | 0.5777 | 0.7325 | 0.8559 |
302
- | 0.2408 | 29.5294 | 502 | 0.7320 | 0.5777 | 0.7320 | 0.8556 |
303
- | 0.2408 | 29.6471 | 504 | 0.7057 | 0.5912 | 0.7057 | 0.8400 |
304
- | 0.2408 | 29.7647 | 506 | 0.6768 | 0.5634 | 0.6768 | 0.8227 |
305
- | 0.2408 | 29.8824 | 508 | 0.6327 | 0.6548 | 0.6327 | 0.7954 |
306
- | 0.2408 | 30.0 | 510 | 0.6342 | 0.5530 | 0.6342 | 0.7963 |
307
- | 0.2408 | 30.1176 | 512 | 0.6516 | 0.5862 | 0.6516 | 0.8072 |
308
- | 0.2408 | 30.2353 | 514 | 0.6304 | 0.5633 | 0.6304 | 0.7940 |
309
- | 0.2408 | 30.3529 | 516 | 0.6095 | 0.6433 | 0.6095 | 0.7807 |
310
- | 0.2408 | 30.4706 | 518 | 0.6093 | 0.6482 | 0.6093 | 0.7806 |
311
- | 0.2408 | 30.5882 | 520 | 0.6196 | 0.6538 | 0.6196 | 0.7872 |
312
- | 0.2408 | 30.7059 | 522 | 0.6146 | 0.6511 | 0.6146 | 0.7840 |
313
- | 0.2408 | 30.8235 | 524 | 0.6133 | 0.6822 | 0.6133 | 0.7831 |
314
- | 0.2408 | 30.9412 | 526 | 0.6030 | 0.6790 | 0.6030 | 0.7765 |
315
- | 0.2408 | 31.0588 | 528 | 0.5973 | 0.6430 | 0.5973 | 0.7728 |
316
- | 0.2408 | 31.1765 | 530 | 0.6014 | 0.6306 | 0.6014 | 0.7755 |
317
- | 0.2408 | 31.2941 | 532 | 0.6278 | 0.5982 | 0.6278 | 0.7924 |
318
- | 0.2408 | 31.4118 | 534 | 0.6365 | 0.5446 | 0.6365 | 0.7978 |
319
- | 0.2408 | 31.5294 | 536 | 0.6203 | 0.5630 | 0.6203 | 0.7876 |
320
- | 0.2408 | 31.6471 | 538 | 0.6148 | 0.6144 | 0.6148 | 0.7841 |
321
- | 0.2408 | 31.7647 | 540 | 0.6186 | 0.6124 | 0.6186 | 0.7865 |
322
- | 0.2408 | 31.8824 | 542 | 0.6162 | 0.5995 | 0.6162 | 0.7850 |
323
- | 0.2408 | 32.0 | 544 | 0.6103 | 0.6316 | 0.6103 | 0.7812 |
324
- | 0.2408 | 32.1176 | 546 | 0.6028 | 0.6316 | 0.6028 | 0.7764 |
325
- | 0.2408 | 32.2353 | 548 | 0.5960 | 0.6407 | 0.5960 | 0.7720 |
326
- | 0.2408 | 32.3529 | 550 | 0.5939 | 0.6374 | 0.5939 | 0.7707 |
327
- | 0.2408 | 32.4706 | 552 | 0.6047 | 0.6555 | 0.6047 | 0.7776 |
328
- | 0.2408 | 32.5882 | 554 | 0.6245 | 0.6782 | 0.6245 | 0.7903 |
329
- | 0.2408 | 32.7059 | 556 | 0.6219 | 0.6782 | 0.6219 | 0.7886 |
330
- | 0.2408 | 32.8235 | 558 | 0.6045 | 0.6491 | 0.6045 | 0.7775 |
331
- | 0.2408 | 32.9412 | 560 | 0.6006 | 0.6857 | 0.6006 | 0.7750 |
332
- | 0.2408 | 33.0588 | 562 | 0.6114 | 0.6796 | 0.6114 | 0.7819 |
333
- | 0.2408 | 33.1765 | 564 | 0.6249 | 0.6528 | 0.6249 | 0.7905 |
334
- | 0.2408 | 33.2941 | 566 | 0.6437 | 0.5928 | 0.6437 | 0.8023 |
335
- | 0.2408 | 33.4118 | 568 | 0.6725 | 0.5943 | 0.6725 | 0.8201 |
336
- | 0.2408 | 33.5294 | 570 | 0.7066 | 0.5221 | 0.7066 | 0.8406 |
337
- | 0.2408 | 33.6471 | 572 | 0.7249 | 0.5305 | 0.7249 | 0.8514 |
338
- | 0.2408 | 33.7647 | 574 | 0.7140 | 0.5317 | 0.7140 | 0.8450 |
339
- | 0.2408 | 33.8824 | 576 | 0.7229 | 0.5938 | 0.7229 | 0.8502 |
340
- | 0.2408 | 34.0 | 578 | 0.7098 | 0.5740 | 0.7098 | 0.8425 |
341
- | 0.2408 | 34.1176 | 580 | 0.6780 | 0.5345 | 0.6780 | 0.8234 |
342
- | 0.2408 | 34.2353 | 582 | 0.6646 | 0.6055 | 0.6646 | 0.8152 |
343
- | 0.2408 | 34.3529 | 584 | 0.6682 | 0.6055 | 0.6682 | 0.8174 |
344
- | 0.2408 | 34.4706 | 586 | 0.6542 | 0.6055 | 0.6542 | 0.8089 |
345
- | 0.2408 | 34.5882 | 588 | 0.6568 | 0.5590 | 0.6568 | 0.8104 |
346
- | 0.2408 | 34.7059 | 590 | 0.6853 | 0.6063 | 0.6853 | 0.8278 |
347
- | 0.2408 | 34.8235 | 592 | 0.7010 | 0.6132 | 0.7010 | 0.8373 |
348
- | 0.2408 | 34.9412 | 594 | 0.6796 | 0.5798 | 0.6796 | 0.8244 |
349
- | 0.2408 | 35.0588 | 596 | 0.6484 | 0.6084 | 0.6484 | 0.8053 |
350
- | 0.2408 | 35.1765 | 598 | 0.6472 | 0.6643 | 0.6472 | 0.8045 |
351
- | 0.2408 | 35.2941 | 600 | 0.7004 | 0.4912 | 0.7004 | 0.8369 |
352
- | 0.2408 | 35.4118 | 602 | 0.7166 | 0.4912 | 0.7166 | 0.8465 |
353
- | 0.2408 | 35.5294 | 604 | 0.6913 | 0.5351 | 0.6913 | 0.8315 |
354
- | 0.2408 | 35.6471 | 606 | 0.6647 | 0.6196 | 0.6647 | 0.8153 |
355
- | 0.2408 | 35.7647 | 608 | 0.6696 | 0.5996 | 0.6696 | 0.8183 |
356
- | 0.2408 | 35.8824 | 610 | 0.6742 | 0.6102 | 0.6742 | 0.8211 |
357
- | 0.2408 | 36.0 | 612 | 0.6697 | 0.5690 | 0.6697 | 0.8184 |
358
- | 0.2408 | 36.1176 | 614 | 0.6895 | 0.5219 | 0.6895 | 0.8304 |
359
- | 0.2408 | 36.2353 | 616 | 0.7171 | 0.5244 | 0.7171 | 0.8468 |
360
- | 0.2408 | 36.3529 | 618 | 0.7088 | 0.5111 | 0.7088 | 0.8419 |
361
- | 0.2408 | 36.4706 | 620 | 0.6831 | 0.5300 | 0.6831 | 0.8265 |
362
 
363
 
364
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k6_task5_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_run3_AugV5_k6_task5_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: 0.7895
19
+ - Qwk: 0.5236
20
+ - Mse: 0.7895
21
+ - Rmse: 0.8885
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0952 | 2 | 4.0904 | -0.0331 | 4.0904 | 2.0225 |
53
+ | No log | 0.1905 | 4 | 2.6377 | -0.0270 | 2.6377 | 1.6241 |
54
+ | No log | 0.2857 | 6 | 1.9230 | -0.0905 | 1.9230 | 1.3867 |
55
+ | No log | 0.3810 | 8 | 1.4281 | 0.0389 | 1.4281 | 1.1950 |
56
+ | No log | 0.4762 | 10 | 1.2102 | 0.1142 | 1.2102 | 1.1001 |
57
+ | No log | 0.5714 | 12 | 1.2256 | 0.0380 | 1.2256 | 1.1071 |
58
+ | No log | 0.6667 | 14 | 1.1346 | 0.0318 | 1.1346 | 1.0652 |
59
+ | No log | 0.7619 | 16 | 1.0032 | 0.2935 | 1.0032 | 1.0016 |
60
+ | No log | 0.8571 | 18 | 0.9721 | 0.3709 | 0.9721 | 0.9859 |
61
+ | No log | 0.9524 | 20 | 0.9949 | 0.3160 | 0.9949 | 0.9975 |
62
+ | No log | 1.0476 | 22 | 1.1297 | 0.3299 | 1.1297 | 1.0629 |
63
+ | No log | 1.1429 | 24 | 1.0481 | 0.3270 | 1.0481 | 1.0238 |
64
+ | No log | 1.2381 | 26 | 1.0828 | 0.2455 | 1.0828 | 1.0406 |
65
+ | No log | 1.3333 | 28 | 1.1826 | 0.1671 | 1.1826 | 1.0875 |
66
+ | No log | 1.4286 | 30 | 1.2654 | 0.0914 | 1.2654 | 1.1249 |
67
+ | No log | 1.5238 | 32 | 1.2362 | 0.1115 | 1.2362 | 1.1119 |
68
+ | No log | 1.6190 | 34 | 1.1685 | 0.1568 | 1.1685 | 1.0810 |
69
+ | No log | 1.7143 | 36 | 1.1682 | 0.2777 | 1.1682 | 1.0808 |
70
+ | No log | 1.8095 | 38 | 1.1485 | 0.2100 | 1.1485 | 1.0717 |
71
+ | No log | 1.9048 | 40 | 1.1899 | 0.1958 | 1.1899 | 1.0908 |
72
+ | No log | 2.0 | 42 | 1.1535 | 0.2375 | 1.1535 | 1.0740 |
73
+ | No log | 2.0952 | 44 | 1.0608 | 0.2871 | 1.0608 | 1.0300 |
74
+ | No log | 2.1905 | 46 | 1.0238 | 0.3258 | 1.0238 | 1.0118 |
75
+ | No log | 2.2857 | 48 | 1.0370 | 0.3563 | 1.0370 | 1.0183 |
76
+ | No log | 2.3810 | 50 | 0.9900 | 0.3284 | 0.9900 | 0.9950 |
77
+ | No log | 2.4762 | 52 | 1.0261 | 0.3559 | 1.0261 | 1.0130 |
78
+ | No log | 2.5714 | 54 | 1.2236 | 0.3863 | 1.2236 | 1.1062 |
79
+ | No log | 2.6667 | 56 | 1.3208 | 0.3108 | 1.3208 | 1.1493 |
80
+ | No log | 2.7619 | 58 | 1.1483 | 0.2925 | 1.1483 | 1.0716 |
81
+ | No log | 2.8571 | 60 | 0.9858 | 0.2424 | 0.9858 | 0.9929 |
82
+ | No log | 2.9524 | 62 | 0.9899 | 0.2541 | 0.9899 | 0.9949 |
83
+ | No log | 3.0476 | 64 | 1.0242 | 0.2416 | 1.0242 | 1.0120 |
84
+ | No log | 3.1429 | 66 | 1.0271 | 0.2391 | 1.0271 | 1.0134 |
85
+ | No log | 3.2381 | 68 | 0.9765 | 0.3631 | 0.9765 | 0.9882 |
86
+ | No log | 3.3333 | 70 | 0.9241 | 0.3838 | 0.9241 | 0.9613 |
87
+ | No log | 3.4286 | 72 | 0.8842 | 0.3858 | 0.8842 | 0.9403 |
88
+ | No log | 3.5238 | 74 | 0.8915 | 0.4478 | 0.8915 | 0.9442 |
89
+ | No log | 3.6190 | 76 | 0.9596 | 0.3844 | 0.9596 | 0.9796 |
90
+ | No log | 3.7143 | 78 | 1.0432 | 0.3734 | 1.0432 | 1.0214 |
91
+ | No log | 3.8095 | 80 | 0.9403 | 0.4590 | 0.9403 | 0.9697 |
92
+ | No log | 3.9048 | 82 | 0.8867 | 0.4395 | 0.8867 | 0.9416 |
93
+ | No log | 4.0 | 84 | 0.8545 | 0.4996 | 0.8545 | 0.9244 |
94
+ | No log | 4.0952 | 86 | 0.8631 | 0.4577 | 0.8631 | 0.9290 |
95
+ | No log | 4.1905 | 88 | 0.8756 | 0.4563 | 0.8756 | 0.9357 |
96
+ | No log | 4.2857 | 90 | 0.8722 | 0.5110 | 0.8722 | 0.9339 |
97
+ | No log | 4.3810 | 92 | 0.9064 | 0.5188 | 0.9064 | 0.9520 |
98
+ | No log | 4.4762 | 94 | 0.9267 | 0.4420 | 0.9267 | 0.9626 |
99
+ | No log | 4.5714 | 96 | 0.8701 | 0.4305 | 0.8701 | 0.9328 |
100
+ | No log | 4.6667 | 98 | 0.9087 | 0.4708 | 0.9087 | 0.9533 |
101
+ | No log | 4.7619 | 100 | 0.7791 | 0.5404 | 0.7791 | 0.8827 |
102
+ | No log | 4.8571 | 102 | 0.7619 | 0.6070 | 0.7619 | 0.8729 |
103
+ | No log | 4.9524 | 104 | 0.8593 | 0.5420 | 0.8593 | 0.9270 |
104
+ | No log | 5.0476 | 106 | 0.7841 | 0.6682 | 0.7841 | 0.8855 |
105
+ | No log | 5.1429 | 108 | 0.8663 | 0.4935 | 0.8663 | 0.9307 |
106
+ | No log | 5.2381 | 110 | 1.1425 | 0.4208 | 1.1425 | 1.0689 |
107
+ | No log | 5.3333 | 112 | 1.1274 | 0.4788 | 1.1274 | 1.0618 |
108
+ | No log | 5.4286 | 114 | 0.8349 | 0.5247 | 0.8349 | 0.9137 |
109
+ | No log | 5.5238 | 116 | 0.7903 | 0.6143 | 0.7903 | 0.8890 |
110
+ | No log | 5.6190 | 118 | 0.7888 | 0.6053 | 0.7888 | 0.8881 |
111
+ | No log | 5.7143 | 120 | 0.9111 | 0.4751 | 0.9111 | 0.9545 |
112
+ | No log | 5.8095 | 122 | 1.0298 | 0.4432 | 1.0298 | 1.0148 |
113
+ | No log | 5.9048 | 124 | 0.8523 | 0.5257 | 0.8523 | 0.9232 |
114
+ | No log | 6.0 | 126 | 0.7961 | 0.5178 | 0.7961 | 0.8922 |
115
+ | No log | 6.0952 | 128 | 0.7978 | 0.5481 | 0.7978 | 0.8932 |
116
+ | No log | 6.1905 | 130 | 0.8704 | 0.4747 | 0.8704 | 0.9329 |
117
+ | No log | 6.2857 | 132 | 0.9620 | 0.4219 | 0.9620 | 0.9808 |
118
+ | No log | 6.3810 | 134 | 0.9022 | 0.4552 | 0.9022 | 0.9498 |
119
+ | No log | 6.4762 | 136 | 0.8664 | 0.4855 | 0.8664 | 0.9308 |
120
+ | No log | 6.5714 | 138 | 0.8585 | 0.5395 | 0.8585 | 0.9265 |
121
+ | No log | 6.6667 | 140 | 0.8306 | 0.5171 | 0.8306 | 0.9114 |
122
+ | No log | 6.7619 | 142 | 0.8162 | 0.4949 | 0.8162 | 0.9035 |
123
+ | No log | 6.8571 | 144 | 0.8067 | 0.4819 | 0.8067 | 0.8982 |
124
+ | No log | 6.9524 | 146 | 0.7978 | 0.5419 | 0.7978 | 0.8932 |
125
+ | No log | 7.0476 | 148 | 0.8275 | 0.4556 | 0.8275 | 0.9097 |
126
+ | No log | 7.1429 | 150 | 0.7904 | 0.6002 | 0.7904 | 0.8891 |
127
+ | No log | 7.2381 | 152 | 0.8119 | 0.6223 | 0.8119 | 0.9010 |
128
+ | No log | 7.3333 | 154 | 0.8853 | 0.5293 | 0.8853 | 0.9409 |
129
+ | No log | 7.4286 | 156 | 0.8814 | 0.5102 | 0.8814 | 0.9388 |
130
+ | No log | 7.5238 | 158 | 0.7744 | 0.6100 | 0.7744 | 0.8800 |
131
+ | No log | 7.6190 | 160 | 0.7379 | 0.5884 | 0.7379 | 0.8590 |
132
+ | No log | 7.7143 | 162 | 0.7502 | 0.5275 | 0.7502 | 0.8661 |
133
+ | No log | 7.8095 | 164 | 0.7676 | 0.5552 | 0.7676 | 0.8762 |
134
+ | No log | 7.9048 | 166 | 0.8413 | 0.5156 | 0.8413 | 0.9172 |
135
+ | No log | 8.0 | 168 | 0.8036 | 0.5737 | 0.8036 | 0.8965 |
136
+ | No log | 8.0952 | 170 | 0.7777 | 0.6422 | 0.7777 | 0.8819 |
137
+ | No log | 8.1905 | 172 | 0.7728 | 0.6606 | 0.7728 | 0.8791 |
138
+ | No log | 8.2857 | 174 | 0.7625 | 0.6342 | 0.7625 | 0.8732 |
139
+ | No log | 8.3810 | 176 | 0.7548 | 0.6390 | 0.7548 | 0.8688 |
140
+ | No log | 8.4762 | 178 | 0.7276 | 0.6511 | 0.7276 | 0.8530 |
141
+ | No log | 8.5714 | 180 | 0.7227 | 0.6484 | 0.7227 | 0.8501 |
142
+ | No log | 8.6667 | 182 | 0.7425 | 0.6148 | 0.7425 | 0.8617 |
143
+ | No log | 8.7619 | 184 | 0.7162 | 0.6319 | 0.7162 | 0.8463 |
144
+ | No log | 8.8571 | 186 | 0.7303 | 0.6224 | 0.7303 | 0.8546 |
145
+ | No log | 8.9524 | 188 | 0.7624 | 0.5586 | 0.7624 | 0.8732 |
146
+ | No log | 9.0476 | 190 | 0.7751 | 0.5614 | 0.7751 | 0.8804 |
147
+ | No log | 9.1429 | 192 | 0.7847 | 0.5495 | 0.7847 | 0.8858 |
148
+ | No log | 9.2381 | 194 | 0.7873 | 0.5495 | 0.7873 | 0.8873 |
149
+ | No log | 9.3333 | 196 | 0.7823 | 0.5328 | 0.7823 | 0.8845 |
150
+ | No log | 9.4286 | 198 | 0.8135 | 0.4964 | 0.8135 | 0.9020 |
151
+ | No log | 9.5238 | 200 | 0.7722 | 0.5316 | 0.7722 | 0.8787 |
152
+ | No log | 9.6190 | 202 | 0.7312 | 0.5763 | 0.7312 | 0.8551 |
153
+ | No log | 9.7143 | 204 | 0.7269 | 0.5929 | 0.7269 | 0.8526 |
154
+ | No log | 9.8095 | 206 | 0.8522 | 0.5109 | 0.8522 | 0.9231 |
155
+ | No log | 9.9048 | 208 | 0.8825 | 0.5098 | 0.8825 | 0.9394 |
156
+ | No log | 10.0 | 210 | 0.8738 | 0.5283 | 0.8738 | 0.9348 |
157
+ | No log | 10.0952 | 212 | 0.9797 | 0.5166 | 0.9797 | 0.9898 |
158
+ | No log | 10.1905 | 214 | 0.9143 | 0.4387 | 0.9143 | 0.9562 |
159
+ | No log | 10.2857 | 216 | 0.7763 | 0.5419 | 0.7763 | 0.8811 |
160
+ | No log | 10.3810 | 218 | 0.7571 | 0.5015 | 0.7571 | 0.8701 |
161
+ | No log | 10.4762 | 220 | 0.7591 | 0.4572 | 0.7591 | 0.8713 |
162
+ | No log | 10.5714 | 222 | 0.7896 | 0.5528 | 0.7896 | 0.8886 |
163
+ | No log | 10.6667 | 224 | 0.8495 | 0.4929 | 0.8495 | 0.9217 |
164
+ | No log | 10.7619 | 226 | 0.7950 | 0.5933 | 0.7950 | 0.8916 |
165
+ | No log | 10.8571 | 228 | 0.7666 | 0.5252 | 0.7666 | 0.8755 |
166
+ | No log | 10.9524 | 230 | 0.8097 | 0.5524 | 0.8097 | 0.8998 |
167
+ | No log | 11.0476 | 232 | 0.7949 | 0.5524 | 0.7949 | 0.8916 |
168
+ | No log | 11.1429 | 234 | 0.7484 | 0.5618 | 0.7484 | 0.8651 |
169
+ | No log | 11.2381 | 236 | 0.8442 | 0.5614 | 0.8442 | 0.9188 |
170
+ | No log | 11.3333 | 238 | 0.9247 | 0.4902 | 0.9247 | 0.9616 |
171
+ | No log | 11.4286 | 240 | 0.8255 | 0.5706 | 0.8255 | 0.9086 |
172
+ | No log | 11.5238 | 242 | 0.7320 | 0.6235 | 0.7320 | 0.8556 |
173
+ | No log | 11.6190 | 244 | 0.8093 | 0.4932 | 0.8093 | 0.8996 |
174
+ | No log | 11.7143 | 246 | 0.8438 | 0.4939 | 0.8438 | 0.9186 |
175
+ | No log | 11.8095 | 248 | 0.7827 | 0.4798 | 0.7827 | 0.8847 |
176
+ | No log | 11.9048 | 250 | 0.7566 | 0.5682 | 0.7566 | 0.8698 |
177
+ | No log | 12.0 | 252 | 0.7636 | 0.5124 | 0.7636 | 0.8738 |
178
+ | No log | 12.0952 | 254 | 0.7596 | 0.5569 | 0.7596 | 0.8715 |
179
+ | No log | 12.1905 | 256 | 0.7551 | 0.5569 | 0.7551 | 0.8690 |
180
+ | No log | 12.2857 | 258 | 0.7524 | 0.5250 | 0.7524 | 0.8674 |
181
+ | No log | 12.3810 | 260 | 0.7618 | 0.5236 | 0.7618 | 0.8728 |
182
+ | No log | 12.4762 | 262 | 0.8255 | 0.5385 | 0.8255 | 0.9086 |
183
+ | No log | 12.5714 | 264 | 0.8553 | 0.4478 | 0.8553 | 0.9248 |
184
+ | No log | 12.6667 | 266 | 0.8070 | 0.5392 | 0.8070 | 0.8983 |
185
+ | No log | 12.7619 | 268 | 0.7712 | 0.5439 | 0.7712 | 0.8782 |
186
+ | No log | 12.8571 | 270 | 0.7664 | 0.5763 | 0.7664 | 0.8754 |
187
+ | No log | 12.9524 | 272 | 0.7752 | 0.4989 | 0.7752 | 0.8804 |
188
+ | No log | 13.0476 | 274 | 0.8495 | 0.5131 | 0.8495 | 0.9217 |
189
+ | No log | 13.1429 | 276 | 0.8363 | 0.5365 | 0.8363 | 0.9145 |
190
+ | No log | 13.2381 | 278 | 0.7911 | 0.5069 | 0.7911 | 0.8894 |
191
+ | No log | 13.3333 | 280 | 0.7777 | 0.4691 | 0.7777 | 0.8819 |
192
+ | No log | 13.4286 | 282 | 0.7776 | 0.4691 | 0.7776 | 0.8818 |
193
+ | No log | 13.5238 | 284 | 0.7715 | 0.4133 | 0.7715 | 0.8783 |
194
+ | No log | 13.6190 | 286 | 0.7744 | 0.3941 | 0.7744 | 0.8800 |
195
+ | No log | 13.7143 | 288 | 0.7721 | 0.4345 | 0.7721 | 0.8787 |
196
+ | No log | 13.8095 | 290 | 0.7598 | 0.4145 | 0.7598 | 0.8717 |
197
+ | No log | 13.9048 | 292 | 0.7757 | 0.4960 | 0.7757 | 0.8808 |
198
+ | No log | 14.0 | 294 | 0.8065 | 0.4601 | 0.8065 | 0.8980 |
199
+ | No log | 14.0952 | 296 | 0.7967 | 0.5156 | 0.7967 | 0.8926 |
200
+ | No log | 14.1905 | 298 | 0.7606 | 0.5505 | 0.7606 | 0.8721 |
201
+ | No log | 14.2857 | 300 | 0.7346 | 0.6365 | 0.7346 | 0.8571 |
202
+ | No log | 14.3810 | 302 | 0.7262 | 0.5874 | 0.7262 | 0.8522 |
203
+ | No log | 14.4762 | 304 | 0.7201 | 0.5863 | 0.7201 | 0.8486 |
204
+ | No log | 14.5714 | 306 | 0.7336 | 0.5221 | 0.7336 | 0.8565 |
205
+ | No log | 14.6667 | 308 | 0.7315 | 0.5017 | 0.7315 | 0.8553 |
206
+ | No log | 14.7619 | 310 | 0.7232 | 0.5261 | 0.7232 | 0.8504 |
207
+ | No log | 14.8571 | 312 | 0.7254 | 0.5863 | 0.7254 | 0.8517 |
208
+ | No log | 14.9524 | 314 | 0.7436 | 0.6129 | 0.7436 | 0.8623 |
209
+ | No log | 15.0476 | 316 | 0.7694 | 0.6142 | 0.7694 | 0.8772 |
210
+ | No log | 15.1429 | 318 | 0.7802 | 0.6116 | 0.7802 | 0.8833 |
211
+ | No log | 15.2381 | 320 | 0.7927 | 0.6026 | 0.7927 | 0.8903 |
212
+ | No log | 15.3333 | 322 | 0.8315 | 0.5736 | 0.8315 | 0.9119 |
213
+ | No log | 15.4286 | 324 | 0.8374 | 0.5652 | 0.8374 | 0.9151 |
214
+ | No log | 15.5238 | 326 | 0.8447 | 0.5458 | 0.8447 | 0.9191 |
215
+ | No log | 15.6190 | 328 | 0.7986 | 0.5069 | 0.7986 | 0.8936 |
216
+ | No log | 15.7143 | 330 | 0.7657 | 0.5250 | 0.7657 | 0.8751 |
217
+ | No log | 15.8095 | 332 | 0.7608 | 0.5614 | 0.7608 | 0.8723 |
218
+ | No log | 15.9048 | 334 | 0.7623 | 0.5610 | 0.7623 | 0.8731 |
219
+ | No log | 16.0 | 336 | 0.7589 | 0.5592 | 0.7589 | 0.8711 |
220
+ | No log | 16.0952 | 338 | 0.8020 | 0.5885 | 0.8020 | 0.8955 |
221
+ | No log | 16.1905 | 340 | 0.7938 | 0.6064 | 0.7938 | 0.8909 |
222
+ | No log | 16.2857 | 342 | 0.7319 | 0.5603 | 0.7319 | 0.8555 |
223
+ | No log | 16.3810 | 344 | 0.7045 | 0.6423 | 0.7045 | 0.8393 |
224
+ | No log | 16.4762 | 346 | 0.7177 | 0.5974 | 0.7177 | 0.8472 |
225
+ | No log | 16.5714 | 348 | 0.7178 | 0.6215 | 0.7178 | 0.8472 |
226
+ | No log | 16.6667 | 350 | 0.7760 | 0.6217 | 0.7760 | 0.8809 |
227
+ | No log | 16.7619 | 352 | 0.7776 | 0.6217 | 0.7776 | 0.8818 |
228
+ | No log | 16.8571 | 354 | 0.7449 | 0.5869 | 0.7449 | 0.8631 |
229
+ | No log | 16.9524 | 356 | 0.7265 | 0.5711 | 0.7265 | 0.8524 |
230
+ | No log | 17.0476 | 358 | 0.7184 | 0.5840 | 0.7184 | 0.8476 |
231
+ | No log | 17.1429 | 360 | 0.7327 | 0.5691 | 0.7327 | 0.8560 |
232
+ | No log | 17.2381 | 362 | 0.7819 | 0.6057 | 0.7819 | 0.8843 |
233
+ | No log | 17.3333 | 364 | 0.8554 | 0.5222 | 0.8554 | 0.9249 |
234
+ | No log | 17.4286 | 366 | 0.8150 | 0.5433 | 0.8150 | 0.9028 |
235
+ | No log | 17.5238 | 368 | 0.7332 | 0.5905 | 0.7332 | 0.8563 |
236
+ | No log | 17.6190 | 370 | 0.7017 | 0.6398 | 0.7017 | 0.8377 |
237
+ | No log | 17.7143 | 372 | 0.6950 | 0.6398 | 0.6950 | 0.8337 |
238
+ | No log | 17.8095 | 374 | 0.7215 | 0.6254 | 0.7215 | 0.8494 |
239
+ | No log | 17.9048 | 376 | 0.7536 | 0.6318 | 0.7536 | 0.8681 |
240
+ | No log | 18.0 | 378 | 0.7953 | 0.6545 | 0.7953 | 0.8918 |
241
+ | No log | 18.0952 | 380 | 0.7992 | 0.6642 | 0.7992 | 0.8940 |
242
+ | No log | 18.1905 | 382 | 0.7500 | 0.6427 | 0.7500 | 0.8661 |
243
+ | No log | 18.2857 | 384 | 0.7029 | 0.6350 | 0.7029 | 0.8384 |
244
+ | No log | 18.3810 | 386 | 0.7011 | 0.6022 | 0.7011 | 0.8373 |
245
+ | No log | 18.4762 | 388 | 0.6922 | 0.5843 | 0.6922 | 0.8320 |
246
+ | No log | 18.5714 | 390 | 0.7059 | 0.5866 | 0.7059 | 0.8402 |
247
+ | No log | 18.6667 | 392 | 0.7429 | 0.5993 | 0.7429 | 0.8619 |
248
+ | No log | 18.7619 | 394 | 0.7235 | 0.6451 | 0.7235 | 0.8506 |
249
+ | No log | 18.8571 | 396 | 0.6978 | 0.6280 | 0.6978 | 0.8354 |
250
+ | No log | 18.9524 | 398 | 0.6864 | 0.6414 | 0.6864 | 0.8285 |
251
+ | No log | 19.0476 | 400 | 0.7139 | 0.6503 | 0.7139 | 0.8449 |
252
+ | No log | 19.1429 | 402 | 0.7294 | 0.6503 | 0.7294 | 0.8540 |
253
+ | No log | 19.2381 | 404 | 0.7458 | 0.6225 | 0.7458 | 0.8636 |
254
+ | No log | 19.3333 | 406 | 0.7401 | 0.5963 | 0.7401 | 0.8603 |
255
+ | No log | 19.4286 | 408 | 0.7406 | 0.6169 | 0.7406 | 0.8606 |
256
+ | No log | 19.5238 | 410 | 0.7405 | 0.5818 | 0.7405 | 0.8605 |
257
+ | No log | 19.6190 | 412 | 0.7643 | 0.6012 | 0.7643 | 0.8742 |
258
+ | No log | 19.7143 | 414 | 0.7864 | 0.5559 | 0.7864 | 0.8868 |
259
+ | No log | 19.8095 | 416 | 0.8240 | 0.5717 | 0.8240 | 0.9078 |
260
+ | No log | 19.9048 | 418 | 0.7989 | 0.5532 | 0.7989 | 0.8938 |
261
+ | No log | 20.0 | 420 | 0.7367 | 0.6151 | 0.7367 | 0.8583 |
262
+ | No log | 20.0952 | 422 | 0.7047 | 0.5827 | 0.7047 | 0.8394 |
263
+ | No log | 20.1905 | 424 | 0.7006 | 0.5827 | 0.7006 | 0.8370 |
264
+ | No log | 20.2857 | 426 | 0.7292 | 0.5691 | 0.7292 | 0.8539 |
265
+ | No log | 20.3810 | 428 | 0.8449 | 0.5353 | 0.8449 | 0.9192 |
266
+ | No log | 20.4762 | 430 | 0.9063 | 0.5006 | 0.9063 | 0.9520 |
267
+ | No log | 20.5714 | 432 | 0.8432 | 0.4823 | 0.8432 | 0.9183 |
268
+ | No log | 20.6667 | 434 | 0.7753 | 0.5002 | 0.7753 | 0.8805 |
269
+ | No log | 20.7619 | 436 | 0.7969 | 0.5542 | 0.7969 | 0.8927 |
270
+ | No log | 20.8571 | 438 | 0.8154 | 0.4870 | 0.8154 | 0.9030 |
271
+ | No log | 20.9524 | 440 | 0.7966 | 0.5176 | 0.7966 | 0.8925 |
272
+ | No log | 21.0476 | 442 | 0.7846 | 0.5142 | 0.7846 | 0.8858 |
273
+ | No log | 21.1429 | 444 | 0.7963 | 0.4876 | 0.7963 | 0.8923 |
274
+ | No log | 21.2381 | 446 | 0.7930 | 0.5279 | 0.7930 | 0.8905 |
275
+ | No log | 21.3333 | 448 | 0.7615 | 0.5700 | 0.7615 | 0.8726 |
276
+ | No log | 21.4286 | 450 | 0.7424 | 0.5921 | 0.7424 | 0.8616 |
277
+ | No log | 21.5238 | 452 | 0.7400 | 0.6148 | 0.7400 | 0.8603 |
278
+ | No log | 21.6190 | 454 | 0.7411 | 0.6148 | 0.7411 | 0.8609 |
279
+ | No log | 21.7143 | 456 | 0.7460 | 0.6120 | 0.7460 | 0.8637 |
280
+ | No log | 21.8095 | 458 | 0.7519 | 0.6235 | 0.7519 | 0.8671 |
281
+ | No log | 21.9048 | 460 | 0.7661 | 0.5700 | 0.7661 | 0.8753 |
282
+ | No log | 22.0 | 462 | 0.7839 | 0.5690 | 0.7839 | 0.8854 |
283
+ | No log | 22.0952 | 464 | 0.7931 | 0.5390 | 0.7931 | 0.8906 |
284
+ | No log | 22.1905 | 466 | 0.8008 | 0.5279 | 0.8008 | 0.8949 |
285
+ | No log | 22.2857 | 468 | 0.7877 | 0.5517 | 0.7877 | 0.8875 |
286
+ | No log | 22.3810 | 470 | 0.7766 | 0.4799 | 0.7766 | 0.8812 |
287
+ | No log | 22.4762 | 472 | 0.7756 | 0.5166 | 0.7756 | 0.8807 |
288
+ | No log | 22.5714 | 474 | 0.7737 | 0.5044 | 0.7737 | 0.8796 |
289
+ | No log | 22.6667 | 476 | 0.7815 | 0.5317 | 0.7815 | 0.8840 |
290
+ | No log | 22.7619 | 478 | 0.7953 | 0.5279 | 0.7953 | 0.8918 |
291
+ | No log | 22.8571 | 480 | 0.8033 | 0.5746 | 0.8033 | 0.8963 |
292
+ | No log | 22.9524 | 482 | 0.8224 | 0.5850 | 0.8224 | 0.9068 |
293
+ | No log | 23.0476 | 484 | 0.8205 | 0.6358 | 0.8205 | 0.9058 |
294
+ | No log | 23.1429 | 486 | 0.7623 | 0.6041 | 0.7623 | 0.8731 |
295
+ | No log | 23.2381 | 488 | 0.7209 | 0.6138 | 0.7209 | 0.8490 |
296
+ | No log | 23.3333 | 490 | 0.7463 | 0.5312 | 0.7463 | 0.8639 |
297
+ | No log | 23.4286 | 492 | 0.7757 | 0.5011 | 0.7757 | 0.8807 |
298
+ | No log | 23.5238 | 494 | 0.7540 | 0.5194 | 0.7540 | 0.8683 |
299
+ | No log | 23.6190 | 496 | 0.7425 | 0.5161 | 0.7425 | 0.8617 |
300
+ | No log | 23.7143 | 498 | 0.7400 | 0.5773 | 0.7400 | 0.8602 |
301
+ | 0.256 | 23.8095 | 500 | 0.7468 | 0.5363 | 0.7468 | 0.8642 |
302
+ | 0.256 | 23.9048 | 502 | 0.7760 | 0.5783 | 0.7760 | 0.8809 |
303
+ | 0.256 | 24.0 | 504 | 0.7826 | 0.5879 | 0.7826 | 0.8846 |
304
+ | 0.256 | 24.0952 | 506 | 0.7749 | 0.5732 | 0.7749 | 0.8803 |
305
+ | 0.256 | 24.1905 | 508 | 0.8268 | 0.5662 | 0.8268 | 0.9093 |
306
+ | 0.256 | 24.2857 | 510 | 0.8585 | 0.5850 | 0.8585 | 0.9266 |
307
+ | 0.256 | 24.3810 | 512 | 0.8338 | 0.5848 | 0.8338 | 0.9131 |
308
+ | 0.256 | 24.4762 | 514 | 0.7954 | 0.5405 | 0.7954 | 0.8919 |
309
+ | 0.256 | 24.5714 | 516 | 0.7773 | 0.5349 | 0.7773 | 0.8816 |
310
+ | 0.256 | 24.6667 | 518 | 0.7639 | 0.5239 | 0.7639 | 0.8740 |
311
+ | 0.256 | 24.7619 | 520 | 0.7797 | 0.5610 | 0.7797 | 0.8830 |
312
+ | 0.256 | 24.8571 | 522 | 0.8227 | 0.4948 | 0.8227 | 0.9070 |
313
+ | 0.256 | 24.9524 | 524 | 0.8470 | 0.4470 | 0.8470 | 0.9203 |
314
+ | 0.256 | 25.0476 | 526 | 0.8287 | 0.4588 | 0.8287 | 0.9104 |
315
+ | 0.256 | 25.1429 | 528 | 0.8103 | 0.4726 | 0.8103 | 0.9002 |
316
+ | 0.256 | 25.2381 | 530 | 0.7895 | 0.5236 | 0.7895 | 0.8885 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
317
 
318
 
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  ### Framework versions