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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k5_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_run2_AugV5_k4_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_run2_AugV5_k4_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: 0.7764
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- - Qwk: 0.4546
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- - Mse: 0.7764
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- - Rmse: 0.8812
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  ## Model description
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@@ -49,269 +49,293 @@ 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 | 0.1333 | 2 | 3.7704 | -0.0215 | 3.7704 | 1.9418 |
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- | No log | 0.2667 | 4 | 2.1309 | 0.0539 | 2.1309 | 1.4598 |
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- | No log | 0.4 | 6 | 1.6459 | 0.0757 | 1.6459 | 1.2829 |
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- | No log | 0.5333 | 8 | 1.2337 | 0.1406 | 1.2337 | 1.1107 |
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- | No log | 0.6667 | 10 | 0.9785 | 0.2441 | 0.9785 | 0.9892 |
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- | No log | 0.8 | 12 | 0.9752 | 0.4312 | 0.9752 | 0.9875 |
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- | No log | 0.9333 | 14 | 1.2161 | 0.0 | 1.2161 | 1.1028 |
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- | No log | 1.0667 | 16 | 1.3649 | 0.0399 | 1.3649 | 1.1683 |
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- | No log | 1.2 | 18 | 1.2199 | 0.0769 | 1.2199 | 1.1045 |
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- | No log | 1.3333 | 20 | 1.0201 | 0.3396 | 1.0201 | 1.0100 |
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- | No log | 1.4667 | 22 | 0.9542 | 0.3094 | 0.9542 | 0.9768 |
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- | No log | 1.6 | 24 | 0.9642 | 0.2166 | 0.9642 | 0.9819 |
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- | No log | 1.7333 | 26 | 0.9843 | 0.1644 | 0.9843 | 0.9921 |
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- | No log | 1.8667 | 28 | 1.1396 | 0.2439 | 1.1396 | 1.0675 |
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- | No log | 2.0 | 30 | 1.0690 | 0.3063 | 1.0690 | 1.0339 |
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- | No log | 2.1333 | 32 | 1.0372 | 0.1693 | 1.0372 | 1.0184 |
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- | No log | 2.2667 | 34 | 1.0805 | 0.1761 | 1.0805 | 1.0395 |
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- | No log | 2.4 | 36 | 1.0704 | 0.2057 | 1.0704 | 1.0346 |
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- | No log | 2.5333 | 38 | 1.0721 | 0.1491 | 1.0721 | 1.0354 |
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- | No log | 2.6667 | 40 | 1.0418 | 0.2693 | 1.0418 | 1.0207 |
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- | No log | 2.8 | 42 | 1.1194 | 0.2914 | 1.1194 | 1.0580 |
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- | No log | 2.9333 | 44 | 1.1782 | 0.3650 | 1.1782 | 1.0855 |
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- | No log | 3.0667 | 46 | 1.1018 | 0.3034 | 1.1018 | 1.0496 |
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- | No log | 3.2 | 48 | 0.9894 | 0.2647 | 0.9894 | 0.9947 |
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- | No log | 3.3333 | 50 | 1.1128 | 0.2647 | 1.1128 | 1.0549 |
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- | No log | 3.4667 | 52 | 1.2557 | 0.1389 | 1.2557 | 1.1206 |
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- | No log | 3.6 | 54 | 1.3723 | 0.1447 | 1.3723 | 1.1715 |
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- | No log | 3.7333 | 56 | 1.4033 | 0.1854 | 1.4033 | 1.1846 |
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- | No log | 3.8667 | 58 | 1.3844 | 0.1545 | 1.3844 | 1.1766 |
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- | No log | 4.0 | 60 | 1.2960 | 0.1986 | 1.2960 | 1.1384 |
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- | No log | 4.1333 | 62 | 1.1294 | 0.3806 | 1.1294 | 1.0627 |
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- | No log | 4.2667 | 64 | 0.9919 | 0.3820 | 0.9919 | 0.9960 |
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- | No log | 4.4 | 66 | 0.9680 | 0.4192 | 0.9680 | 0.9839 |
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- | No log | 4.5333 | 68 | 0.9906 | 0.3959 | 0.9906 | 0.9953 |
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- | No log | 4.6667 | 70 | 0.9608 | 0.2842 | 0.9608 | 0.9802 |
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- | No log | 4.8 | 72 | 0.8941 | 0.3455 | 0.8941 | 0.9456 |
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- | No log | 4.9333 | 74 | 0.8904 | 0.3552 | 0.8904 | 0.9436 |
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- | No log | 5.0667 | 76 | 0.8852 | 0.2910 | 0.8852 | 0.9409 |
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- | No log | 5.2 | 78 | 0.9291 | 0.3412 | 0.9291 | 0.9639 |
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- | No log | 5.3333 | 80 | 1.0637 | 0.3201 | 1.0637 | 1.0314 |
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- | No log | 5.4667 | 82 | 1.0592 | 0.3406 | 1.0592 | 1.0292 |
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- | No log | 5.6 | 84 | 1.1253 | 0.3826 | 1.1253 | 1.0608 |
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- | No log | 5.7333 | 86 | 1.2017 | 0.3745 | 1.2017 | 1.0962 |
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- | No log | 5.8667 | 88 | 1.1209 | 0.2787 | 1.1209 | 1.0587 |
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- | No log | 6.0 | 90 | 1.1512 | 0.3537 | 1.1512 | 1.0730 |
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- | No log | 6.1333 | 92 | 1.2145 | 0.3800 | 1.2145 | 1.1020 |
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- | No log | 6.2667 | 94 | 1.0310 | 0.4252 | 1.0310 | 1.0154 |
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- | No log | 6.4 | 96 | 0.9638 | 0.4037 | 0.9638 | 0.9817 |
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- | No log | 6.5333 | 98 | 1.1982 | 0.4064 | 1.1982 | 1.0946 |
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- | No log | 6.6667 | 100 | 1.2995 | 0.2697 | 1.2995 | 1.1399 |
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- | No log | 6.8 | 102 | 1.1486 | 0.4090 | 1.1486 | 1.0717 |
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- | No log | 6.9333 | 104 | 0.9222 | 0.4484 | 0.9222 | 0.9603 |
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- | No log | 7.0667 | 106 | 0.8922 | 0.3707 | 0.8922 | 0.9445 |
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- | No log | 7.2 | 108 | 0.9035 | 0.3824 | 0.9035 | 0.9505 |
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- | No log | 7.3333 | 110 | 1.0051 | 0.4492 | 1.0051 | 1.0026 |
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- | No log | 7.4667 | 112 | 1.1645 | 0.4497 | 1.1645 | 1.0791 |
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- | No log | 7.6 | 114 | 1.1540 | 0.4200 | 1.1540 | 1.0742 |
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- | No log | 7.7333 | 116 | 1.0351 | 0.4196 | 1.0351 | 1.0174 |
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- | No log | 7.8667 | 118 | 0.9771 | 0.4069 | 0.9771 | 0.9885 |
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- | No log | 8.0 | 120 | 0.9961 | 0.4840 | 0.9961 | 0.9980 |
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- | No log | 8.1333 | 122 | 1.0121 | 0.4815 | 1.0121 | 1.0060 |
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- | No log | 8.2667 | 124 | 0.9146 | 0.4956 | 0.9146 | 0.9563 |
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- | No log | 8.4 | 126 | 0.8684 | 0.4730 | 0.8684 | 0.9319 |
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- | No log | 8.5333 | 128 | 0.8479 | 0.4842 | 0.8479 | 0.9208 |
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- | No log | 8.6667 | 130 | 0.8658 | 0.5458 | 0.8658 | 0.9305 |
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- | No log | 8.8 | 132 | 1.0719 | 0.4513 | 1.0719 | 1.0353 |
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- | No log | 8.9333 | 134 | 1.4628 | 0.3280 | 1.4628 | 1.2095 |
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- | No log | 9.0667 | 136 | 1.5683 | 0.2994 | 1.5683 | 1.2523 |
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- | No log | 9.2 | 138 | 1.2465 | 0.3959 | 1.2465 | 1.1165 |
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- | No log | 9.3333 | 140 | 0.9313 | 0.5327 | 0.9313 | 0.9650 |
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- | No log | 9.4667 | 142 | 0.8332 | 0.5518 | 0.8332 | 0.9128 |
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- | No log | 9.6 | 144 | 0.8338 | 0.5002 | 0.8338 | 0.9131 |
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- | No log | 9.7333 | 146 | 0.9498 | 0.5012 | 0.9498 | 0.9746 |
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- | No log | 9.8667 | 148 | 1.0461 | 0.4367 | 1.0461 | 1.0228 |
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- | No log | 10.0 | 150 | 0.9696 | 0.4563 | 0.9696 | 0.9847 |
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- | No log | 10.1333 | 152 | 0.7929 | 0.5070 | 0.7929 | 0.8905 |
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- | No log | 10.2667 | 154 | 0.7593 | 0.4368 | 0.7593 | 0.8714 |
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- | No log | 10.4 | 156 | 0.8343 | 0.4140 | 0.8343 | 0.9134 |
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- | No log | 10.5333 | 158 | 0.8611 | 0.3869 | 0.8611 | 0.9279 |
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- | No log | 10.6667 | 160 | 0.8487 | 0.4615 | 0.8487 | 0.9212 |
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- | No log | 10.8 | 162 | 0.8771 | 0.4800 | 0.8771 | 0.9365 |
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- | No log | 10.9333 | 164 | 0.8990 | 0.5291 | 0.8990 | 0.9482 |
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- | No log | 11.0667 | 166 | 0.8573 | 0.4889 | 0.8573 | 0.9259 |
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- | No log | 11.2 | 168 | 0.8661 | 0.5291 | 0.8661 | 0.9306 |
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- | No log | 11.3333 | 170 | 0.8885 | 0.5222 | 0.8885 | 0.9426 |
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- | No log | 11.4667 | 172 | 0.8575 | 0.5232 | 0.8575 | 0.9260 |
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- | No log | 11.6 | 174 | 0.8123 | 0.5549 | 0.8123 | 0.9013 |
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- | No log | 11.7333 | 176 | 0.7925 | 0.4924 | 0.7925 | 0.8902 |
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- | No log | 11.8667 | 178 | 0.7537 | 0.5510 | 0.7537 | 0.8682 |
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- | No log | 12.0 | 180 | 0.7765 | 0.4836 | 0.7765 | 0.8812 |
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- | No log | 12.1333 | 182 | 0.7742 | 0.5072 | 0.7742 | 0.8799 |
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- | No log | 12.2667 | 184 | 0.7531 | 0.5407 | 0.7531 | 0.8678 |
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- | No log | 12.4 | 186 | 0.7302 | 0.5657 | 0.7302 | 0.8545 |
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- | No log | 12.5333 | 188 | 0.7494 | 0.5410 | 0.7494 | 0.8657 |
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- | No log | 12.6667 | 190 | 0.8562 | 0.4369 | 0.8562 | 0.9253 |
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- | No log | 12.8 | 192 | 0.8546 | 0.4482 | 0.8546 | 0.9244 |
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- | No log | 12.9333 | 194 | 0.7544 | 0.5304 | 0.7544 | 0.8686 |
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- | No log | 13.0667 | 196 | 0.7523 | 0.5316 | 0.7523 | 0.8673 |
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- | No log | 13.2 | 198 | 0.7646 | 0.5197 | 0.7646 | 0.8744 |
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- | No log | 13.3333 | 200 | 0.8193 | 0.4935 | 0.8193 | 0.9051 |
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- | No log | 13.4667 | 202 | 0.9411 | 0.4468 | 0.9411 | 0.9701 |
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- | No log | 13.6 | 204 | 0.8695 | 0.5041 | 0.8695 | 0.9325 |
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- | No log | 13.7333 | 206 | 0.7827 | 0.4519 | 0.7827 | 0.8847 |
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- | No log | 13.8667 | 208 | 0.8272 | 0.4050 | 0.8272 | 0.9095 |
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- | No log | 14.0 | 210 | 0.7885 | 0.5248 | 0.7885 | 0.8879 |
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- | No log | 14.1333 | 212 | 0.8659 | 0.5355 | 0.8659 | 0.9305 |
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- | No log | 14.2667 | 214 | 0.9021 | 0.5012 | 0.9021 | 0.9498 |
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- | No log | 14.4 | 216 | 0.8525 | 0.5244 | 0.8525 | 0.9233 |
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- | No log | 14.5333 | 218 | 0.8375 | 0.5044 | 0.8375 | 0.9151 |
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- | No log | 14.6667 | 220 | 0.8061 | 0.4857 | 0.8061 | 0.8978 |
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- | No log | 14.8 | 222 | 0.7823 | 0.5678 | 0.7823 | 0.8845 |
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- | No log | 14.9333 | 224 | 0.7845 | 0.5210 | 0.7845 | 0.8857 |
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- | No log | 15.0667 | 226 | 0.8143 | 0.4857 | 0.8143 | 0.9024 |
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- | No log | 15.2 | 228 | 0.8023 | 0.5210 | 0.8023 | 0.8957 |
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- | No log | 15.3333 | 230 | 0.7979 | 0.4875 | 0.7979 | 0.8933 |
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- | No log | 15.4667 | 232 | 0.8398 | 0.4781 | 0.8398 | 0.9164 |
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- | No log | 15.6 | 234 | 0.8252 | 0.5160 | 0.8252 | 0.9084 |
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- | No log | 15.7333 | 236 | 0.8250 | 0.4843 | 0.8250 | 0.9083 |
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- | No log | 15.8667 | 238 | 0.8706 | 0.5255 | 0.8706 | 0.9331 |
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- | No log | 16.0 | 240 | 0.8594 | 0.5267 | 0.8594 | 0.9270 |
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- | No log | 16.1333 | 242 | 0.7989 | 0.5186 | 0.7989 | 0.8938 |
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- | No log | 16.2667 | 244 | 0.7888 | 0.5197 | 0.7888 | 0.8882 |
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- | No log | 16.4 | 246 | 0.8379 | 0.4833 | 0.8379 | 0.9154 |
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- | No log | 16.5333 | 248 | 0.8294 | 0.4833 | 0.8294 | 0.9107 |
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- | No log | 16.6667 | 250 | 0.7945 | 0.4511 | 0.7945 | 0.8914 |
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- | No log | 16.8 | 252 | 0.8073 | 0.4840 | 0.8073 | 0.8985 |
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- | No log | 16.9333 | 254 | 0.8052 | 0.4850 | 0.8052 | 0.8974 |
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- | No log | 17.0667 | 256 | 0.8458 | 0.5032 | 0.8458 | 0.9197 |
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- | No log | 17.2 | 258 | 0.8380 | 0.5150 | 0.8380 | 0.9154 |
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- | No log | 17.3333 | 260 | 0.8496 | 0.5150 | 0.8496 | 0.9218 |
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- | No log | 17.4667 | 262 | 0.8554 | 0.5032 | 0.8554 | 0.9249 |
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- | No log | 17.6 | 264 | 0.8949 | 0.5032 | 0.8949 | 0.9460 |
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- | No log | 17.7333 | 266 | 0.9696 | 0.5295 | 0.9696 | 0.9847 |
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- | No log | 17.8667 | 268 | 0.8892 | 0.5119 | 0.8892 | 0.9430 |
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- | No log | 18.0 | 270 | 0.7727 | 0.5062 | 0.7727 | 0.8790 |
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- | No log | 18.1333 | 272 | 0.7336 | 0.5247 | 0.7336 | 0.8565 |
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- | No log | 18.2667 | 274 | 0.7339 | 0.5467 | 0.7339 | 0.8567 |
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- | No log | 18.4 | 276 | 0.7673 | 0.5062 | 0.7673 | 0.8760 |
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- | No log | 18.5333 | 278 | 0.8691 | 0.5026 | 0.8691 | 0.9323 |
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- | No log | 18.6667 | 280 | 0.9664 | 0.4777 | 0.9664 | 0.9831 |
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- | No log | 18.8 | 282 | 0.9094 | 0.5318 | 0.9094 | 0.9536 |
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- | No log | 18.9333 | 284 | 0.7878 | 0.5062 | 0.7878 | 0.8876 |
194
- | No log | 19.0667 | 286 | 0.7460 | 0.5455 | 0.7460 | 0.8637 |
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- | No log | 19.2 | 288 | 0.7482 | 0.5455 | 0.7482 | 0.8650 |
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- | No log | 19.3333 | 290 | 0.7697 | 0.4976 | 0.7697 | 0.8773 |
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- | No log | 19.4667 | 292 | 0.9502 | 0.5102 | 0.9502 | 0.9748 |
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- | No log | 19.6 | 294 | 1.0991 | 0.4475 | 1.0991 | 1.0484 |
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- | No log | 19.7333 | 296 | 1.0194 | 0.4668 | 1.0194 | 1.0096 |
200
- | No log | 19.8667 | 298 | 0.8216 | 0.4929 | 0.8216 | 0.9064 |
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- | No log | 20.0 | 300 | 0.7426 | 0.4742 | 0.7426 | 0.8617 |
202
- | No log | 20.1333 | 302 | 0.7379 | 0.4774 | 0.7379 | 0.8590 |
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- | No log | 20.2667 | 304 | 0.7422 | 0.4774 | 0.7422 | 0.8615 |
204
- | No log | 20.4 | 306 | 0.7608 | 0.4741 | 0.7608 | 0.8723 |
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- | No log | 20.5333 | 308 | 0.8841 | 0.4911 | 0.8841 | 0.9403 |
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- | No log | 20.6667 | 310 | 1.0236 | 0.4668 | 1.0236 | 1.0117 |
207
- | No log | 20.8 | 312 | 0.9889 | 0.4882 | 0.9889 | 0.9945 |
208
- | No log | 20.9333 | 314 | 0.8993 | 0.5018 | 0.8993 | 0.9483 |
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- | No log | 21.0667 | 316 | 0.8149 | 0.5671 | 0.8149 | 0.9027 |
210
- | No log | 21.2 | 318 | 0.8232 | 0.5473 | 0.8232 | 0.9073 |
211
- | No log | 21.3333 | 320 | 0.9124 | 0.4694 | 0.9124 | 0.9552 |
212
- | No log | 21.4667 | 322 | 0.9979 | 0.4877 | 0.9979 | 0.9990 |
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- | No log | 21.6 | 324 | 0.9331 | 0.4681 | 0.9331 | 0.9659 |
214
- | No log | 21.7333 | 326 | 0.8185 | 0.4832 | 0.8185 | 0.9047 |
215
- | No log | 21.8667 | 328 | 0.7499 | 0.4782 | 0.7499 | 0.8659 |
216
- | No log | 22.0 | 330 | 0.7554 | 0.5068 | 0.7554 | 0.8692 |
217
- | No log | 22.1333 | 332 | 0.7439 | 0.5136 | 0.7439 | 0.8625 |
218
- | No log | 22.2667 | 334 | 0.7696 | 0.4969 | 0.7696 | 0.8773 |
219
- | No log | 22.4 | 336 | 0.9147 | 0.4889 | 0.9147 | 0.9564 |
220
- | No log | 22.5333 | 338 | 0.9893 | 0.4773 | 0.9893 | 0.9946 |
221
- | No log | 22.6667 | 340 | 0.9299 | 0.4792 | 0.9299 | 0.9643 |
222
- | No log | 22.8 | 342 | 0.8198 | 0.5039 | 0.8198 | 0.9054 |
223
- | No log | 22.9333 | 344 | 0.7580 | 0.5188 | 0.7580 | 0.8706 |
224
- | No log | 23.0667 | 346 | 0.7721 | 0.4829 | 0.7721 | 0.8787 |
225
- | No log | 23.2 | 348 | 0.8521 | 0.4924 | 0.8521 | 0.9231 |
226
- | No log | 23.3333 | 350 | 0.9099 | 0.4579 | 0.9099 | 0.9539 |
227
- | No log | 23.4667 | 352 | 0.8975 | 0.4349 | 0.8975 | 0.9474 |
228
- | No log | 23.6 | 354 | 0.8650 | 0.4590 | 0.8650 | 0.9300 |
229
- | No log | 23.7333 | 356 | 0.8119 | 0.4829 | 0.8119 | 0.9010 |
230
- | No log | 23.8667 | 358 | 0.7787 | 0.4958 | 0.7787 | 0.8824 |
231
- | No log | 24.0 | 360 | 0.8016 | 0.4958 | 0.8016 | 0.8953 |
232
- | No log | 24.1333 | 362 | 0.7953 | 0.5363 | 0.7953 | 0.8918 |
233
- | No log | 24.2667 | 364 | 0.8078 | 0.5338 | 0.8078 | 0.8988 |
234
- | No log | 24.4 | 366 | 0.8395 | 0.5416 | 0.8395 | 0.9162 |
235
- | No log | 24.5333 | 368 | 0.8734 | 0.5121 | 0.8734 | 0.9346 |
236
- | No log | 24.6667 | 370 | 0.8109 | 0.5234 | 0.8109 | 0.9005 |
237
- | No log | 24.8 | 372 | 0.7529 | 0.5057 | 0.7529 | 0.8677 |
238
- | No log | 24.9333 | 374 | 0.7335 | 0.5195 | 0.7335 | 0.8565 |
239
- | No log | 25.0667 | 376 | 0.7239 | 0.5348 | 0.7239 | 0.8508 |
240
- | No log | 25.2 | 378 | 0.7191 | 0.4745 | 0.7191 | 0.8480 |
241
- | No log | 25.3333 | 380 | 0.7382 | 0.5195 | 0.7382 | 0.8592 |
242
- | No log | 25.4667 | 382 | 0.7594 | 0.5383 | 0.7594 | 0.8714 |
243
- | No log | 25.6 | 384 | 0.7314 | 0.5584 | 0.7314 | 0.8552 |
244
- | No log | 25.7333 | 386 | 0.7147 | 0.6100 | 0.7147 | 0.8454 |
245
- | No log | 25.8667 | 388 | 0.7452 | 0.5537 | 0.7452 | 0.8633 |
246
- | No log | 26.0 | 390 | 0.7792 | 0.5234 | 0.7792 | 0.8827 |
247
- | No log | 26.1333 | 392 | 0.7787 | 0.5234 | 0.7787 | 0.8824 |
248
- | No log | 26.2667 | 394 | 0.8061 | 0.5129 | 0.8061 | 0.8978 |
249
- | No log | 26.4 | 396 | 0.8036 | 0.5129 | 0.8036 | 0.8965 |
250
- | No log | 26.5333 | 398 | 0.7551 | 0.5554 | 0.7551 | 0.8689 |
251
- | No log | 26.6667 | 400 | 0.7275 | 0.5964 | 0.7275 | 0.8529 |
252
- | No log | 26.8 | 402 | 0.7361 | 0.5898 | 0.7361 | 0.8580 |
253
- | No log | 26.9333 | 404 | 0.7329 | 0.5224 | 0.7329 | 0.8561 |
254
- | No log | 27.0667 | 406 | 0.7698 | 0.5305 | 0.7698 | 0.8774 |
255
- | No log | 27.2 | 408 | 0.8543 | 0.5019 | 0.8543 | 0.9243 |
256
- | No log | 27.3333 | 410 | 0.9056 | 0.4994 | 0.9056 | 0.9516 |
257
- | No log | 27.4667 | 412 | 0.8548 | 0.5019 | 0.8548 | 0.9245 |
258
- | No log | 27.6 | 414 | 0.7623 | 0.5510 | 0.7623 | 0.8731 |
259
- | No log | 27.7333 | 416 | 0.7417 | 0.5562 | 0.7417 | 0.8612 |
260
- | No log | 27.8667 | 418 | 0.7474 | 0.5847 | 0.7474 | 0.8645 |
261
- | No log | 28.0 | 420 | 0.7308 | 0.5545 | 0.7308 | 0.8548 |
262
- | No log | 28.1333 | 422 | 0.7416 | 0.5378 | 0.7416 | 0.8612 |
263
- | No log | 28.2667 | 424 | 0.8130 | 0.5019 | 0.8130 | 0.9016 |
264
- | No log | 28.4 | 426 | 0.8563 | 0.5 | 0.8563 | 0.9254 |
265
- | No log | 28.5333 | 428 | 0.8260 | 0.4796 | 0.8260 | 0.9089 |
266
- | No log | 28.6667 | 430 | 0.7676 | 0.4711 | 0.7676 | 0.8761 |
267
- | No log | 28.8 | 432 | 0.7312 | 0.5210 | 0.7312 | 0.8551 |
268
- | No log | 28.9333 | 434 | 0.7370 | 0.4789 | 0.7370 | 0.8585 |
269
- | No log | 29.0667 | 436 | 0.7431 | 0.5455 | 0.7431 | 0.8620 |
270
- | No log | 29.2 | 438 | 0.7493 | 0.5212 | 0.7493 | 0.8656 |
271
- | No log | 29.3333 | 440 | 0.8014 | 0.4850 | 0.8014 | 0.8952 |
272
- | No log | 29.4667 | 442 | 0.8711 | 0.5126 | 0.8711 | 0.9333 |
273
- | No log | 29.6 | 444 | 0.8752 | 0.5126 | 0.8752 | 0.9355 |
274
- | No log | 29.7333 | 446 | 0.8511 | 0.5144 | 0.8511 | 0.9226 |
275
- | No log | 29.8667 | 448 | 0.7867 | 0.5419 | 0.7867 | 0.8870 |
276
- | No log | 30.0 | 450 | 0.7537 | 0.4203 | 0.7537 | 0.8682 |
277
- | No log | 30.1333 | 452 | 0.7563 | 0.4192 | 0.7563 | 0.8696 |
278
- | No log | 30.2667 | 454 | 0.7611 | 0.4297 | 0.7611 | 0.8724 |
279
- | No log | 30.4 | 456 | 0.7994 | 0.4968 | 0.7994 | 0.8941 |
280
- | No log | 30.5333 | 458 | 0.8994 | 0.5137 | 0.8994 | 0.9484 |
281
- | No log | 30.6667 | 460 | 0.9457 | 0.4994 | 0.9457 | 0.9725 |
282
- | No log | 30.8 | 462 | 0.9169 | 0.4560 | 0.9169 | 0.9576 |
283
- | No log | 30.9333 | 464 | 0.8491 | 0.4940 | 0.8491 | 0.9215 |
284
- | No log | 31.0667 | 466 | 0.8175 | 0.4948 | 0.8175 | 0.9042 |
285
- | No log | 31.2 | 468 | 0.7933 | 0.5067 | 0.7933 | 0.8907 |
286
- | No log | 31.3333 | 470 | 0.8128 | 0.4948 | 0.8128 | 0.9015 |
287
- | No log | 31.4667 | 472 | 0.8848 | 0.4820 | 0.8848 | 0.9407 |
288
- | No log | 31.6 | 474 | 0.9809 | 0.4910 | 0.9809 | 0.9904 |
289
- | No log | 31.7333 | 476 | 1.0169 | 0.4600 | 1.0169 | 1.0084 |
290
- | No log | 31.8667 | 478 | 0.9845 | 0.4902 | 0.9845 | 0.9922 |
291
- | No log | 32.0 | 480 | 0.8955 | 0.4810 | 0.8955 | 0.9463 |
292
- | No log | 32.1333 | 482 | 0.8076 | 0.4948 | 0.8076 | 0.8987 |
293
- | No log | 32.2667 | 484 | 0.7599 | 0.5669 | 0.7599 | 0.8717 |
294
- | No log | 32.4 | 486 | 0.7583 | 0.4565 | 0.7583 | 0.8708 |
295
- | No log | 32.5333 | 488 | 0.7626 | 0.4565 | 0.7626 | 0.8733 |
296
- | No log | 32.6667 | 490 | 0.7706 | 0.5223 | 0.7706 | 0.8778 |
297
- | No log | 32.8 | 492 | 0.7963 | 0.4617 | 0.7963 | 0.8923 |
298
- | No log | 32.9333 | 494 | 0.8468 | 0.4829 | 0.8468 | 0.9202 |
299
- | No log | 33.0667 | 496 | 0.8631 | 0.5046 | 0.8631 | 0.9290 |
300
- | No log | 33.2 | 498 | 0.8285 | 0.4956 | 0.8285 | 0.9102 |
301
- | 0.2435 | 33.3333 | 500 | 0.7920 | 0.4648 | 0.7920 | 0.8900 |
302
- | 0.2435 | 33.4667 | 502 | 0.7903 | 0.5213 | 0.7903 | 0.8890 |
303
- | 0.2435 | 33.6 | 504 | 0.7980 | 0.4880 | 0.7980 | 0.8933 |
304
- | 0.2435 | 33.7333 | 506 | 0.8174 | 0.5090 | 0.8174 | 0.9041 |
305
- | 0.2435 | 33.8667 | 508 | 0.8657 | 0.4840 | 0.8657 | 0.9305 |
306
- | 0.2435 | 34.0 | 510 | 0.8944 | 0.4489 | 0.8944 | 0.9457 |
307
- | 0.2435 | 34.1333 | 512 | 0.8706 | 0.4829 | 0.8706 | 0.9331 |
308
- | 0.2435 | 34.2667 | 514 | 0.8507 | 0.4829 | 0.8507 | 0.9223 |
309
- | 0.2435 | 34.4 | 516 | 0.8070 | 0.4839 | 0.8070 | 0.8983 |
310
- | 0.2435 | 34.5333 | 518 | 0.7738 | 0.4169 | 0.7738 | 0.8796 |
311
- | 0.2435 | 34.6667 | 520 | 0.7641 | 0.4169 | 0.7641 | 0.8741 |
312
- | 0.2435 | 34.8 | 522 | 0.7683 | 0.4546 | 0.7683 | 0.8765 |
313
- | 0.2435 | 34.9333 | 524 | 0.7770 | 0.4546 | 0.7770 | 0.8815 |
314
- | 0.2435 | 35.0667 | 526 | 0.7764 | 0.4546 | 0.7764 | 0.8812 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
315
 
316
 
317
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k5_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_run2_AugV5_k5_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: 0.6890
19
+ - Qwk: 0.6143
20
+ - Mse: 0.6890
21
+ - Rmse: 0.8301
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1176 | 2 | 4.1453 | 0.0079 | 4.1454 | 2.0360 |
53
+ | No log | 0.2353 | 4 | 2.2261 | 0.0454 | 2.2261 | 1.4920 |
54
+ | No log | 0.3529 | 6 | 1.3581 | 0.0 | 1.3581 | 1.1654 |
55
+ | No log | 0.4706 | 8 | 1.1039 | 0.2125 | 1.1039 | 1.0507 |
56
+ | No log | 0.5882 | 10 | 1.2760 | -0.0560 | 1.2760 | 1.1296 |
57
+ | No log | 0.7059 | 12 | 1.2482 | 0.0085 | 1.2482 | 1.1172 |
58
+ | No log | 0.8235 | 14 | 1.2633 | 0.0085 | 1.2633 | 1.1240 |
59
+ | No log | 0.9412 | 16 | 1.1228 | 0.1176 | 1.1228 | 1.0596 |
60
+ | No log | 1.0588 | 18 | 1.0810 | 0.1874 | 1.0810 | 1.0397 |
61
+ | No log | 1.1765 | 20 | 1.1194 | 0.1389 | 1.1194 | 1.0580 |
62
+ | No log | 1.2941 | 22 | 1.2283 | 0.0967 | 1.2283 | 1.1083 |
63
+ | No log | 1.4118 | 24 | 1.3610 | 0.0085 | 1.3610 | 1.1666 |
64
+ | No log | 1.5294 | 26 | 1.4481 | 0.0085 | 1.4481 | 1.2034 |
65
+ | No log | 1.6471 | 28 | 1.3528 | 0.0970 | 1.3528 | 1.1631 |
66
+ | No log | 1.7647 | 30 | 1.0162 | 0.2192 | 1.0162 | 1.0081 |
67
+ | No log | 1.8824 | 32 | 0.9561 | 0.2517 | 0.9561 | 0.9778 |
68
+ | No log | 2.0 | 34 | 0.9692 | 0.2818 | 0.9692 | 0.9845 |
69
+ | No log | 2.1176 | 36 | 1.0197 | 0.2496 | 1.0197 | 1.0098 |
70
+ | No log | 2.2353 | 38 | 1.1990 | 0.2177 | 1.1990 | 1.0950 |
71
+ | No log | 2.3529 | 40 | 1.0467 | 0.3015 | 1.0467 | 1.0231 |
72
+ | No log | 2.4706 | 42 | 0.8285 | 0.4810 | 0.8285 | 0.9102 |
73
+ | No log | 2.5882 | 44 | 0.7934 | 0.4759 | 0.7934 | 0.8907 |
74
+ | No log | 2.7059 | 46 | 0.8084 | 0.4822 | 0.8084 | 0.8991 |
75
+ | No log | 2.8235 | 48 | 0.8352 | 0.4513 | 0.8352 | 0.9139 |
76
+ | No log | 2.9412 | 50 | 0.8232 | 0.4021 | 0.8232 | 0.9073 |
77
+ | No log | 3.0588 | 52 | 0.8379 | 0.3852 | 0.8379 | 0.9154 |
78
+ | No log | 3.1765 | 54 | 0.7466 | 0.5331 | 0.7466 | 0.8641 |
79
+ | No log | 3.2941 | 56 | 0.9498 | 0.3943 | 0.9498 | 0.9746 |
80
+ | No log | 3.4118 | 58 | 1.0788 | 0.3941 | 1.0788 | 1.0386 |
81
+ | No log | 3.5294 | 60 | 0.8242 | 0.5707 | 0.8242 | 0.9079 |
82
+ | No log | 3.6471 | 62 | 0.7122 | 0.5618 | 0.7122 | 0.8439 |
83
+ | No log | 3.7647 | 64 | 0.6714 | 0.5712 | 0.6714 | 0.8194 |
84
+ | No log | 3.8824 | 66 | 0.6585 | 0.6464 | 0.6585 | 0.8115 |
85
+ | No log | 4.0 | 68 | 0.8052 | 0.5705 | 0.8052 | 0.8973 |
86
+ | No log | 4.1176 | 70 | 0.7546 | 0.6064 | 0.7546 | 0.8687 |
87
+ | No log | 4.2353 | 72 | 0.6587 | 0.5909 | 0.6587 | 0.8116 |
88
+ | No log | 4.3529 | 74 | 0.6741 | 0.6125 | 0.6741 | 0.8211 |
89
+ | No log | 4.4706 | 76 | 0.7403 | 0.6003 | 0.7403 | 0.8604 |
90
+ | No log | 4.5882 | 78 | 0.7351 | 0.5884 | 0.7351 | 0.8574 |
91
+ | No log | 4.7059 | 80 | 0.6428 | 0.5796 | 0.6428 | 0.8017 |
92
+ | No log | 4.8235 | 82 | 0.6697 | 0.5317 | 0.6697 | 0.8183 |
93
+ | No log | 4.9412 | 84 | 0.6490 | 0.5859 | 0.6490 | 0.8056 |
94
+ | No log | 5.0588 | 86 | 0.6891 | 0.5243 | 0.6891 | 0.8301 |
95
+ | No log | 5.1765 | 88 | 0.8608 | 0.5270 | 0.8608 | 0.9278 |
96
+ | No log | 5.2941 | 90 | 0.7080 | 0.5366 | 0.7080 | 0.8414 |
97
+ | No log | 5.4118 | 92 | 0.6650 | 0.5835 | 0.6650 | 0.8155 |
98
+ | No log | 5.5294 | 94 | 0.6478 | 0.6241 | 0.6478 | 0.8049 |
99
+ | No log | 5.6471 | 96 | 0.6261 | 0.6078 | 0.6261 | 0.7913 |
100
+ | No log | 5.7647 | 98 | 0.6269 | 0.6060 | 0.6269 | 0.7918 |
101
+ | No log | 5.8824 | 100 | 0.6061 | 0.6167 | 0.6061 | 0.7785 |
102
+ | No log | 6.0 | 102 | 0.7356 | 0.6568 | 0.7356 | 0.8576 |
103
+ | No log | 6.1176 | 104 | 0.6662 | 0.5984 | 0.6662 | 0.8162 |
104
+ | No log | 6.2353 | 106 | 0.6395 | 0.6433 | 0.6395 | 0.7997 |
105
+ | No log | 6.3529 | 108 | 0.6770 | 0.6712 | 0.6770 | 0.8228 |
106
+ | No log | 6.4706 | 110 | 0.5875 | 0.6399 | 0.5875 | 0.7665 |
107
+ | No log | 6.5882 | 112 | 0.5987 | 0.6853 | 0.5987 | 0.7738 |
108
+ | No log | 6.7059 | 114 | 0.5839 | 0.6510 | 0.5839 | 0.7642 |
109
+ | No log | 6.8235 | 116 | 0.6038 | 0.6876 | 0.6038 | 0.7771 |
110
+ | No log | 6.9412 | 118 | 0.5934 | 0.6627 | 0.5934 | 0.7703 |
111
+ | No log | 7.0588 | 120 | 0.5813 | 0.6888 | 0.5813 | 0.7624 |
112
+ | No log | 7.1765 | 122 | 0.5877 | 0.6555 | 0.5877 | 0.7666 |
113
+ | No log | 7.2941 | 124 | 0.5928 | 0.6737 | 0.5928 | 0.7699 |
114
+ | No log | 7.4118 | 126 | 0.5965 | 0.6737 | 0.5965 | 0.7723 |
115
+ | No log | 7.5294 | 128 | 0.5803 | 0.6903 | 0.5803 | 0.7618 |
116
+ | No log | 7.6471 | 130 | 0.5816 | 0.6820 | 0.5816 | 0.7626 |
117
+ | No log | 7.7647 | 132 | 0.6386 | 0.6573 | 0.6386 | 0.7991 |
118
+ | No log | 7.8824 | 134 | 0.6173 | 0.6715 | 0.6173 | 0.7857 |
119
+ | No log | 8.0 | 136 | 0.5776 | 0.7458 | 0.5776 | 0.7600 |
120
+ | No log | 8.1176 | 138 | 0.5623 | 0.6840 | 0.5623 | 0.7498 |
121
+ | No log | 8.2353 | 140 | 0.5551 | 0.6903 | 0.5551 | 0.7451 |
122
+ | No log | 8.3529 | 142 | 0.5702 | 0.6820 | 0.5702 | 0.7551 |
123
+ | No log | 8.4706 | 144 | 0.5552 | 0.6584 | 0.5552 | 0.7451 |
124
+ | No log | 8.5882 | 146 | 0.5753 | 0.6606 | 0.5753 | 0.7585 |
125
+ | No log | 8.7059 | 148 | 0.5858 | 0.6207 | 0.5858 | 0.7654 |
126
+ | No log | 8.8235 | 150 | 0.6028 | 0.5328 | 0.6028 | 0.7764 |
127
+ | No log | 8.9412 | 152 | 0.5659 | 0.6546 | 0.5659 | 0.7523 |
128
+ | No log | 9.0588 | 154 | 0.6254 | 0.6774 | 0.6254 | 0.7908 |
129
+ | No log | 9.1765 | 156 | 0.5890 | 0.6519 | 0.5890 | 0.7675 |
130
+ | No log | 9.2941 | 158 | 0.5679 | 0.6896 | 0.5679 | 0.7536 |
131
+ | No log | 9.4118 | 160 | 0.5659 | 0.6659 | 0.5659 | 0.7522 |
132
+ | No log | 9.5294 | 162 | 0.5664 | 0.6581 | 0.5664 | 0.7526 |
133
+ | No log | 9.6471 | 164 | 0.5706 | 0.6455 | 0.5706 | 0.7554 |
134
+ | No log | 9.7647 | 166 | 0.5982 | 0.6157 | 0.5982 | 0.7734 |
135
+ | No log | 9.8824 | 168 | 0.5735 | 0.6606 | 0.5735 | 0.7573 |
136
+ | No log | 10.0 | 170 | 0.6061 | 0.6119 | 0.6061 | 0.7785 |
137
+ | No log | 10.1176 | 172 | 0.5961 | 0.6228 | 0.5961 | 0.7721 |
138
+ | No log | 10.2353 | 174 | 0.6164 | 0.6043 | 0.6164 | 0.7851 |
139
+ | No log | 10.3529 | 176 | 0.7055 | 0.6230 | 0.7055 | 0.8399 |
140
+ | No log | 10.4706 | 178 | 0.6685 | 0.6230 | 0.6685 | 0.8176 |
141
+ | No log | 10.5882 | 180 | 0.5829 | 0.6641 | 0.5829 | 0.7635 |
142
+ | No log | 10.7059 | 182 | 0.6061 | 0.6288 | 0.6061 | 0.7785 |
143
+ | No log | 10.8235 | 184 | 0.5954 | 0.6497 | 0.5954 | 0.7716 |
144
+ | No log | 10.9412 | 186 | 0.5857 | 0.6497 | 0.5857 | 0.7653 |
145
+ | No log | 11.0588 | 188 | 0.5849 | 0.6566 | 0.5849 | 0.7648 |
146
+ | No log | 11.1765 | 190 | 0.6239 | 0.6241 | 0.6239 | 0.7899 |
147
+ | No log | 11.2941 | 192 | 0.6665 | 0.5833 | 0.6665 | 0.8164 |
148
+ | No log | 11.4118 | 194 | 0.6595 | 0.6082 | 0.6595 | 0.8121 |
149
+ | No log | 11.5294 | 196 | 0.6144 | 0.6350 | 0.6144 | 0.7838 |
150
+ | No log | 11.6471 | 198 | 0.5666 | 0.6729 | 0.5666 | 0.7527 |
151
+ | No log | 11.7647 | 200 | 0.5733 | 0.6667 | 0.5733 | 0.7571 |
152
+ | No log | 11.8824 | 202 | 0.5695 | 0.6788 | 0.5695 | 0.7547 |
153
+ | No log | 12.0 | 204 | 0.6088 | 0.6656 | 0.6088 | 0.7803 |
154
+ | No log | 12.1176 | 206 | 0.6309 | 0.6656 | 0.6309 | 0.7943 |
155
+ | No log | 12.2353 | 208 | 0.5926 | 0.6838 | 0.5926 | 0.7698 |
156
+ | No log | 12.3529 | 210 | 0.7935 | 0.5666 | 0.7935 | 0.8908 |
157
+ | No log | 12.4706 | 212 | 0.7472 | 0.5759 | 0.7472 | 0.8644 |
158
+ | No log | 12.5882 | 214 | 0.5794 | 0.6795 | 0.5794 | 0.7612 |
159
+ | No log | 12.7059 | 216 | 0.5855 | 0.6743 | 0.5855 | 0.7652 |
160
+ | No log | 12.8235 | 218 | 0.7412 | 0.5856 | 0.7412 | 0.8609 |
161
+ | No log | 12.9412 | 220 | 0.6913 | 0.5968 | 0.6913 | 0.8314 |
162
+ | No log | 13.0588 | 222 | 0.6017 | 0.6488 | 0.6017 | 0.7757 |
163
+ | No log | 13.1765 | 224 | 0.6131 | 0.5782 | 0.6131 | 0.7830 |
164
+ | No log | 13.2941 | 226 | 0.6438 | 0.5977 | 0.6438 | 0.8023 |
165
+ | No log | 13.4118 | 228 | 0.6013 | 0.6643 | 0.6013 | 0.7754 |
166
+ | No log | 13.5294 | 230 | 0.5835 | 0.6455 | 0.5835 | 0.7639 |
167
+ | No log | 13.6471 | 232 | 0.7137 | 0.6199 | 0.7137 | 0.8448 |
168
+ | No log | 13.7647 | 234 | 0.7222 | 0.6019 | 0.7222 | 0.8498 |
169
+ | No log | 13.8824 | 236 | 0.6215 | 0.6361 | 0.6215 | 0.7884 |
170
+ | No log | 14.0 | 238 | 0.6089 | 0.6185 | 0.6089 | 0.7803 |
171
+ | No log | 14.1176 | 240 | 0.6910 | 0.5565 | 0.6910 | 0.8313 |
172
+ | No log | 14.2353 | 242 | 0.6500 | 0.5860 | 0.6500 | 0.8063 |
173
+ | No log | 14.3529 | 244 | 0.5764 | 0.6729 | 0.5764 | 0.7592 |
174
+ | No log | 14.4706 | 246 | 0.7279 | 0.6363 | 0.7279 | 0.8532 |
175
+ | No log | 14.5882 | 248 | 0.8363 | 0.5499 | 0.8363 | 0.9145 |
176
+ | No log | 14.7059 | 250 | 0.7337 | 0.5655 | 0.7337 | 0.8566 |
177
+ | No log | 14.8235 | 252 | 0.6042 | 0.6933 | 0.6042 | 0.7773 |
178
+ | No log | 14.9412 | 254 | 0.6522 | 0.4888 | 0.6522 | 0.8076 |
179
+ | No log | 15.0588 | 256 | 0.7187 | 0.5359 | 0.7187 | 0.8478 |
180
+ | No log | 15.1765 | 258 | 0.6698 | 0.5132 | 0.6698 | 0.8184 |
181
+ | No log | 15.2941 | 260 | 0.6004 | 0.6024 | 0.6004 | 0.7748 |
182
+ | No log | 15.4118 | 262 | 0.6814 | 0.5775 | 0.6814 | 0.8255 |
183
+ | No log | 15.5294 | 264 | 0.7403 | 0.5515 | 0.7403 | 0.8604 |
184
+ | No log | 15.6471 | 266 | 0.6798 | 0.5463 | 0.6798 | 0.8245 |
185
+ | No log | 15.7647 | 268 | 0.6298 | 0.5432 | 0.6298 | 0.7936 |
186
+ | No log | 15.8824 | 270 | 0.6108 | 0.5555 | 0.6108 | 0.7815 |
187
+ | No log | 16.0 | 272 | 0.5878 | 0.6282 | 0.5878 | 0.7667 |
188
+ | No log | 16.1176 | 274 | 0.6125 | 0.6328 | 0.6125 | 0.7826 |
189
+ | No log | 16.2353 | 276 | 0.6130 | 0.6147 | 0.6130 | 0.7829 |
190
+ | No log | 16.3529 | 278 | 0.6524 | 0.6230 | 0.6524 | 0.8077 |
191
+ | No log | 16.4706 | 280 | 0.6317 | 0.6249 | 0.6317 | 0.7948 |
192
+ | No log | 16.5882 | 282 | 0.5934 | 0.6123 | 0.5934 | 0.7703 |
193
+ | No log | 16.7059 | 284 | 0.6089 | 0.6113 | 0.6089 | 0.7803 |
194
+ | No log | 16.8235 | 286 | 0.6040 | 0.6065 | 0.6040 | 0.7772 |
195
+ | No log | 16.9412 | 288 | 0.5912 | 0.6307 | 0.5912 | 0.7689 |
196
+ | No log | 17.0588 | 290 | 0.5853 | 0.6657 | 0.5853 | 0.7651 |
197
+ | No log | 17.1765 | 292 | 0.5792 | 0.6307 | 0.5792 | 0.7611 |
198
+ | No log | 17.2941 | 294 | 0.5672 | 0.6547 | 0.5672 | 0.7532 |
199
+ | No log | 17.4118 | 296 | 0.5836 | 0.6684 | 0.5836 | 0.7639 |
200
+ | No log | 17.5294 | 298 | 0.5819 | 0.6602 | 0.5819 | 0.7628 |
201
+ | No log | 17.6471 | 300 | 0.5690 | 0.6282 | 0.5690 | 0.7543 |
202
+ | No log | 17.7647 | 302 | 0.5761 | 0.6491 | 0.5761 | 0.7590 |
203
+ | No log | 17.8824 | 304 | 0.6327 | 0.6556 | 0.6327 | 0.7954 |
204
+ | No log | 18.0 | 306 | 0.6197 | 0.6556 | 0.6197 | 0.7872 |
205
+ | No log | 18.1176 | 308 | 0.5496 | 0.6712 | 0.5496 | 0.7414 |
206
+ | No log | 18.2353 | 310 | 0.5552 | 0.6427 | 0.5552 | 0.7451 |
207
+ | No log | 18.3529 | 312 | 0.5897 | 0.5783 | 0.5897 | 0.7679 |
208
+ | No log | 18.4706 | 314 | 0.5965 | 0.6307 | 0.5965 | 0.7723 |
209
+ | No log | 18.5882 | 316 | 0.6153 | 0.6578 | 0.6153 | 0.7844 |
210
+ | No log | 18.7059 | 318 | 0.6374 | 0.6319 | 0.6374 | 0.7984 |
211
+ | No log | 18.8235 | 320 | 0.6097 | 0.6511 | 0.6097 | 0.7808 |
212
+ | No log | 18.9412 | 322 | 0.5881 | 0.6324 | 0.5881 | 0.7669 |
213
+ | No log | 19.0588 | 324 | 0.5980 | 0.6589 | 0.5980 | 0.7733 |
214
+ | No log | 19.1765 | 326 | 0.6375 | 0.6774 | 0.6375 | 0.7985 |
215
+ | No log | 19.2941 | 328 | 0.6353 | 0.6502 | 0.6353 | 0.7971 |
216
+ | No log | 19.4118 | 330 | 0.6195 | 0.6451 | 0.6195 | 0.7871 |
217
+ | No log | 19.5294 | 332 | 0.6196 | 0.6451 | 0.6196 | 0.7871 |
218
+ | No log | 19.6471 | 334 | 0.6131 | 0.5969 | 0.6131 | 0.7830 |
219
+ | No log | 19.7647 | 336 | 0.5958 | 0.6314 | 0.5958 | 0.7719 |
220
+ | No log | 19.8824 | 338 | 0.5751 | 0.6526 | 0.5751 | 0.7584 |
221
+ | No log | 20.0 | 340 | 0.6037 | 0.6288 | 0.6037 | 0.7770 |
222
+ | No log | 20.1176 | 342 | 0.5946 | 0.6174 | 0.5946 | 0.7711 |
223
+ | No log | 20.2353 | 344 | 0.6233 | 0.6237 | 0.6233 | 0.7895 |
224
+ | No log | 20.3529 | 346 | 0.7215 | 0.5968 | 0.7215 | 0.8494 |
225
+ | No log | 20.4706 | 348 | 0.6896 | 0.6015 | 0.6896 | 0.8304 |
226
+ | No log | 20.5882 | 350 | 0.6140 | 0.5972 | 0.6140 | 0.7836 |
227
+ | No log | 20.7059 | 352 | 0.6083 | 0.5315 | 0.6083 | 0.7799 |
228
+ | No log | 20.8235 | 354 | 0.6073 | 0.5202 | 0.6073 | 0.7793 |
229
+ | No log | 20.9412 | 356 | 0.6049 | 0.5983 | 0.6049 | 0.7778 |
230
+ | No log | 21.0588 | 358 | 0.6892 | 0.6032 | 0.6892 | 0.8302 |
231
+ | No log | 21.1765 | 360 | 0.7245 | 0.6079 | 0.7245 | 0.8511 |
232
+ | No log | 21.2941 | 362 | 0.6814 | 0.6377 | 0.6814 | 0.8254 |
233
+ | No log | 21.4118 | 364 | 0.6109 | 0.6511 | 0.6109 | 0.7816 |
234
+ | No log | 21.5294 | 366 | 0.5988 | 0.6617 | 0.5988 | 0.7738 |
235
+ | No log | 21.6471 | 368 | 0.6510 | 0.6823 | 0.6510 | 0.8068 |
236
+ | No log | 21.7647 | 370 | 0.6533 | 0.6720 | 0.6533 | 0.8082 |
237
+ | No log | 21.8824 | 372 | 0.5851 | 0.6177 | 0.5851 | 0.7649 |
238
+ | No log | 22.0 | 374 | 0.5748 | 0.6476 | 0.5748 | 0.7582 |
239
+ | No log | 22.1176 | 376 | 0.5785 | 0.6476 | 0.5785 | 0.7606 |
240
+ | No log | 22.2353 | 378 | 0.5823 | 0.5990 | 0.5823 | 0.7631 |
241
+ | No log | 22.3529 | 380 | 0.6705 | 0.6247 | 0.6705 | 0.8188 |
242
+ | No log | 22.4706 | 382 | 0.6899 | 0.6331 | 0.6899 | 0.8306 |
243
+ | No log | 22.5882 | 384 | 0.6270 | 0.6284 | 0.6270 | 0.7919 |
244
+ | No log | 22.7059 | 386 | 0.5760 | 0.5959 | 0.5760 | 0.7589 |
245
+ | No log | 22.8235 | 388 | 0.5840 | 0.6636 | 0.5840 | 0.7642 |
246
+ | No log | 22.9412 | 390 | 0.5774 | 0.6452 | 0.5774 | 0.7598 |
247
+ | No log | 23.0588 | 392 | 0.5904 | 0.6356 | 0.5904 | 0.7683 |
248
+ | No log | 23.1765 | 394 | 0.6305 | 0.6380 | 0.6305 | 0.7941 |
249
+ | No log | 23.2941 | 396 | 0.6321 | 0.6207 | 0.6321 | 0.7951 |
250
+ | No log | 23.4118 | 398 | 0.6016 | 0.6460 | 0.6016 | 0.7756 |
251
+ | No log | 23.5294 | 400 | 0.5722 | 0.6479 | 0.5722 | 0.7564 |
252
+ | No log | 23.6471 | 402 | 0.5627 | 0.6095 | 0.5627 | 0.7501 |
253
+ | No log | 23.7647 | 404 | 0.5568 | 0.6391 | 0.5568 | 0.7462 |
254
+ | No log | 23.8824 | 406 | 0.5651 | 0.6672 | 0.5651 | 0.7517 |
255
+ | No log | 24.0 | 408 | 0.5646 | 0.6760 | 0.5646 | 0.7514 |
256
+ | No log | 24.1176 | 410 | 0.5543 | 0.6224 | 0.5543 | 0.7445 |
257
+ | No log | 24.2353 | 412 | 0.5806 | 0.6644 | 0.5806 | 0.7620 |
258
+ | No log | 24.3529 | 414 | 0.5900 | 0.6507 | 0.5900 | 0.7681 |
259
+ | No log | 24.4706 | 416 | 0.5582 | 0.6164 | 0.5582 | 0.7472 |
260
+ | No log | 24.5882 | 418 | 0.5743 | 0.6335 | 0.5743 | 0.7578 |
261
+ | No log | 24.7059 | 420 | 0.6045 | 0.6678 | 0.6045 | 0.7775 |
262
+ | No log | 24.8235 | 422 | 0.6087 | 0.6766 | 0.6087 | 0.7802 |
263
+ | No log | 24.9412 | 424 | 0.5901 | 0.6198 | 0.5901 | 0.7682 |
264
+ | No log | 25.0588 | 426 | 0.5928 | 0.6581 | 0.5928 | 0.7699 |
265
+ | No log | 25.1765 | 428 | 0.6219 | 0.6564 | 0.6219 | 0.7886 |
266
+ | No log | 25.2941 | 430 | 0.6404 | 0.6170 | 0.6404 | 0.8003 |
267
+ | No log | 25.4118 | 432 | 0.6552 | 0.5978 | 0.6552 | 0.8095 |
268
+ | No log | 25.5294 | 434 | 0.6107 | 0.6217 | 0.6107 | 0.7815 |
269
+ | No log | 25.6471 | 436 | 0.5900 | 0.6762 | 0.5900 | 0.7681 |
270
+ | No log | 25.7647 | 438 | 0.5923 | 0.6625 | 0.5923 | 0.7696 |
271
+ | No log | 25.8824 | 440 | 0.5959 | 0.6470 | 0.5959 | 0.7720 |
272
+ | No log | 26.0 | 442 | 0.6146 | 0.6347 | 0.6146 | 0.7840 |
273
+ | No log | 26.1176 | 444 | 0.5998 | 0.6564 | 0.5998 | 0.7744 |
274
+ | No log | 26.2353 | 446 | 0.5903 | 0.6433 | 0.5903 | 0.7683 |
275
+ | No log | 26.3529 | 448 | 0.5930 | 0.6667 | 0.5930 | 0.7701 |
276
+ | No log | 26.4706 | 450 | 0.5942 | 0.6317 | 0.5942 | 0.7708 |
277
+ | No log | 26.5882 | 452 | 0.5980 | 0.6196 | 0.5980 | 0.7733 |
278
+ | No log | 26.7059 | 454 | 0.6011 | 0.6076 | 0.6011 | 0.7753 |
279
+ | No log | 26.8235 | 456 | 0.6009 | 0.5669 | 0.6009 | 0.7752 |
280
+ | No log | 26.9412 | 458 | 0.5992 | 0.6036 | 0.5992 | 0.7741 |
281
+ | No log | 27.0588 | 460 | 0.5912 | 0.6317 | 0.5912 | 0.7689 |
282
+ | No log | 27.1765 | 462 | 0.5804 | 0.6272 | 0.5804 | 0.7618 |
283
+ | No log | 27.2941 | 464 | 0.5622 | 0.6364 | 0.5622 | 0.7498 |
284
+ | No log | 27.4118 | 466 | 0.5690 | 0.6312 | 0.5690 | 0.7543 |
285
+ | No log | 27.5294 | 468 | 0.6114 | 0.5987 | 0.6114 | 0.7819 |
286
+ | No log | 27.6471 | 470 | 0.5990 | 0.5566 | 0.5990 | 0.7739 |
287
+ | No log | 27.7647 | 472 | 0.5704 | 0.6476 | 0.5704 | 0.7552 |
288
+ | No log | 27.8824 | 474 | 0.5956 | 0.6704 | 0.5956 | 0.7718 |
289
+ | No log | 28.0 | 476 | 0.6557 | 0.6377 | 0.6557 | 0.8097 |
290
+ | No log | 28.1176 | 478 | 0.6888 | 0.6220 | 0.6888 | 0.8299 |
291
+ | No log | 28.2353 | 480 | 0.6639 | 0.6252 | 0.6639 | 0.8148 |
292
+ | No log | 28.3529 | 482 | 0.6044 | 0.6593 | 0.6044 | 0.7774 |
293
+ | No log | 28.4706 | 484 | 0.5580 | 0.6610 | 0.5580 | 0.7470 |
294
+ | No log | 28.5882 | 486 | 0.5393 | 0.6610 | 0.5393 | 0.7344 |
295
+ | No log | 28.7059 | 488 | 0.5402 | 0.6247 | 0.5402 | 0.7350 |
296
+ | No log | 28.8235 | 490 | 0.5452 | 0.6421 | 0.5452 | 0.7384 |
297
+ | No log | 28.9412 | 492 | 0.5694 | 0.6357 | 0.5694 | 0.7546 |
298
+ | No log | 29.0588 | 494 | 0.5662 | 0.6247 | 0.5662 | 0.7525 |
299
+ | No log | 29.1765 | 496 | 0.5509 | 0.6424 | 0.5509 | 0.7422 |
300
+ | No log | 29.2941 | 498 | 0.5566 | 0.6311 | 0.5566 | 0.7461 |
301
+ | 0.2214 | 29.4118 | 500 | 0.5968 | 0.6325 | 0.5968 | 0.7725 |
302
+ | 0.2214 | 29.5294 | 502 | 0.6290 | 0.5751 | 0.6290 | 0.7931 |
303
+ | 0.2214 | 29.6471 | 504 | 0.6324 | 0.5775 | 0.6324 | 0.7952 |
304
+ | 0.2214 | 29.7647 | 506 | 0.6042 | 0.6432 | 0.6042 | 0.7773 |
305
+ | 0.2214 | 29.8824 | 508 | 0.5648 | 0.6424 | 0.5648 | 0.7515 |
306
+ | 0.2214 | 30.0 | 510 | 0.5449 | 0.6354 | 0.5449 | 0.7382 |
307
+ | 0.2214 | 30.1176 | 512 | 0.5449 | 0.6564 | 0.5449 | 0.7382 |
308
+ | 0.2214 | 30.2353 | 514 | 0.5497 | 0.6919 | 0.5497 | 0.7414 |
309
+ | 0.2214 | 30.3529 | 516 | 0.5341 | 0.6911 | 0.5341 | 0.7308 |
310
+ | 0.2214 | 30.4706 | 518 | 0.5400 | 0.6491 | 0.5400 | 0.7349 |
311
+ | 0.2214 | 30.5882 | 520 | 0.5505 | 0.6482 | 0.5505 | 0.7419 |
312
+ | 0.2214 | 30.7059 | 522 | 0.5460 | 0.6415 | 0.5460 | 0.7389 |
313
+ | 0.2214 | 30.8235 | 524 | 0.5413 | 0.6433 | 0.5413 | 0.7357 |
314
+ | 0.2214 | 30.9412 | 526 | 0.5430 | 0.6813 | 0.5430 | 0.7369 |
315
+ | 0.2214 | 31.0588 | 528 | 0.5424 | 0.6770 | 0.5424 | 0.7365 |
316
+ | 0.2214 | 31.1765 | 530 | 0.5376 | 0.6874 | 0.5376 | 0.7332 |
317
+ | 0.2214 | 31.2941 | 532 | 0.5386 | 0.6874 | 0.5386 | 0.7339 |
318
+ | 0.2214 | 31.4118 | 534 | 0.5381 | 0.6649 | 0.5381 | 0.7336 |
319
+ | 0.2214 | 31.5294 | 536 | 0.5409 | 0.6649 | 0.5409 | 0.7355 |
320
+ | 0.2214 | 31.6471 | 538 | 0.5426 | 0.6649 | 0.5426 | 0.7366 |
321
+ | 0.2214 | 31.7647 | 540 | 0.5471 | 0.6690 | 0.5471 | 0.7397 |
322
+ | 0.2214 | 31.8824 | 542 | 0.5645 | 0.6327 | 0.5645 | 0.7513 |
323
+ | 0.2214 | 32.0 | 544 | 0.5834 | 0.5894 | 0.5834 | 0.7638 |
324
+ | 0.2214 | 32.1176 | 546 | 0.5756 | 0.5894 | 0.5756 | 0.7587 |
325
+ | 0.2214 | 32.2353 | 548 | 0.5661 | 0.6164 | 0.5661 | 0.7524 |
326
+ | 0.2214 | 32.3529 | 550 | 0.5775 | 0.6424 | 0.5775 | 0.7600 |
327
+ | 0.2214 | 32.4706 | 552 | 0.5704 | 0.6320 | 0.5704 | 0.7552 |
328
+ | 0.2214 | 32.5882 | 554 | 0.5782 | 0.6424 | 0.5782 | 0.7604 |
329
+ | 0.2214 | 32.7059 | 556 | 0.5843 | 0.6196 | 0.5843 | 0.7644 |
330
+ | 0.2214 | 32.8235 | 558 | 0.5994 | 0.5542 | 0.5994 | 0.7742 |
331
+ | 0.2214 | 32.9412 | 560 | 0.6063 | 0.5542 | 0.6063 | 0.7787 |
332
+ | 0.2214 | 33.0588 | 562 | 0.6098 | 0.5542 | 0.6098 | 0.7809 |
333
+ | 0.2214 | 33.1765 | 564 | 0.6452 | 0.6335 | 0.6452 | 0.8032 |
334
+ | 0.2214 | 33.2941 | 566 | 0.6751 | 0.6241 | 0.6751 | 0.8217 |
335
+ | 0.2214 | 33.4118 | 568 | 0.6958 | 0.6143 | 0.6958 | 0.8341 |
336
+ | 0.2214 | 33.5294 | 570 | 0.7069 | 0.6143 | 0.7069 | 0.8408 |
337
+ | 0.2214 | 33.6471 | 572 | 0.6921 | 0.6143 | 0.6921 | 0.8320 |
338
+ | 0.2214 | 33.7647 | 574 | 0.6890 | 0.6143 | 0.6890 | 0.8301 |
339
 
340
 
341
  ### Framework versions