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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k3_task7_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_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k2_task7_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_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k2_task7_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: 0.8781
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- - Qwk: 0.3125
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- - Mse: 0.8781
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- - Rmse: 0.9371
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  ## Model description
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@@ -49,270 +49,295 @@ 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 | 0.1818 | 2 | 2.6997 | -0.0262 | 2.6997 | 1.6431 |
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- | No log | 0.3636 | 4 | 1.3520 | 0.0495 | 1.3520 | 1.1628 |
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- | No log | 0.5455 | 6 | 1.0319 | -0.0970 | 1.0319 | 1.0158 |
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- | No log | 0.7273 | 8 | 1.1967 | -0.1307 | 1.1967 | 1.0940 |
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- | No log | 0.9091 | 10 | 1.1516 | -0.0735 | 1.1516 | 1.0731 |
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- | No log | 1.0909 | 12 | 1.3282 | 0.1312 | 1.3282 | 1.1525 |
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- | No log | 1.2727 | 14 | 1.3216 | 0.1371 | 1.3216 | 1.1496 |
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- | No log | 1.4545 | 16 | 1.0568 | 0.1935 | 1.0568 | 1.0280 |
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- | No log | 1.6364 | 18 | 0.8701 | 0.3060 | 0.8701 | 0.9328 |
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- | No log | 1.8182 | 20 | 0.7983 | 0.1582 | 0.7983 | 0.8935 |
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- | No log | 2.0 | 22 | 0.7756 | 0.1548 | 0.7756 | 0.8807 |
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- | No log | 2.1818 | 24 | 0.7474 | 0.2182 | 0.7474 | 0.8645 |
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- | No log | 2.3636 | 26 | 0.7631 | 0.1598 | 0.7631 | 0.8736 |
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- | No log | 2.5455 | 28 | 0.7545 | 0.1953 | 0.7545 | 0.8686 |
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- | No log | 2.7273 | 30 | 0.7840 | 0.2817 | 0.7840 | 0.8855 |
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- | No log | 2.9091 | 32 | 0.8941 | 0.2982 | 0.8941 | 0.9456 |
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- | No log | 3.0909 | 34 | 0.8499 | 0.3343 | 0.8499 | 0.9219 |
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- | No log | 3.2727 | 36 | 0.8794 | 0.3141 | 0.8794 | 0.9378 |
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- | No log | 3.4545 | 38 | 0.9229 | 0.3039 | 0.9229 | 0.9607 |
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- | No log | 3.6364 | 40 | 0.8965 | 0.3567 | 0.8965 | 0.9468 |
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- | No log | 3.8182 | 42 | 0.8393 | 0.4290 | 0.8393 | 0.9161 |
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- | No log | 4.0 | 44 | 0.8515 | 0.3285 | 0.8515 | 0.9227 |
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- | No log | 4.1818 | 46 | 0.9546 | 0.2363 | 0.9546 | 0.9770 |
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- | No log | 4.3636 | 48 | 0.8953 | 0.3294 | 0.8953 | 0.9462 |
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- | No log | 4.5455 | 50 | 0.7970 | 0.3155 | 0.7970 | 0.8927 |
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- | No log | 4.7273 | 52 | 0.7470 | 0.1720 | 0.7470 | 0.8643 |
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- | No log | 4.9091 | 54 | 0.8536 | 0.2233 | 0.8536 | 0.9239 |
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- | No log | 5.0909 | 56 | 0.8626 | 0.2559 | 0.8626 | 0.9288 |
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- | No log | 5.2727 | 58 | 0.7661 | 0.1546 | 0.7661 | 0.8752 |
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- | No log | 5.4545 | 60 | 0.7046 | 0.2447 | 0.7046 | 0.8394 |
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- | No log | 5.6364 | 62 | 0.7328 | 0.2285 | 0.7328 | 0.8560 |
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- | No log | 5.8182 | 64 | 0.7825 | 0.3794 | 0.7825 | 0.8846 |
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- | No log | 6.0 | 66 | 0.7524 | 0.3677 | 0.7524 | 0.8674 |
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- | No log | 6.1818 | 68 | 0.6764 | 0.4086 | 0.6764 | 0.8225 |
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- | No log | 6.3636 | 70 | 0.6763 | 0.3450 | 0.6763 | 0.8224 |
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- | No log | 6.5455 | 72 | 0.6803 | 0.4116 | 0.6803 | 0.8248 |
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- | No log | 6.7273 | 74 | 0.7579 | 0.4157 | 0.7579 | 0.8705 |
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- | No log | 6.9091 | 76 | 0.7794 | 0.4007 | 0.7794 | 0.8828 |
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- | No log | 7.0909 | 78 | 0.8299 | 0.3231 | 0.8299 | 0.9110 |
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- | No log | 7.2727 | 80 | 0.8941 | 0.2804 | 0.8941 | 0.9456 |
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- | No log | 7.4545 | 82 | 1.0201 | 0.2526 | 1.0201 | 1.0100 |
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- | No log | 7.6364 | 84 | 1.0891 | 0.1922 | 1.0891 | 1.0436 |
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- | No log | 7.8182 | 86 | 1.1379 | 0.2358 | 1.1379 | 1.0667 |
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- | No log | 8.0 | 88 | 1.0337 | 0.3099 | 1.0337 | 1.0167 |
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- | No log | 8.1818 | 90 | 0.9252 | 0.2952 | 0.9252 | 0.9619 |
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- | No log | 8.3636 | 92 | 0.8341 | 0.4778 | 0.8341 | 0.9133 |
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- | No log | 8.5455 | 94 | 0.8978 | 0.3631 | 0.8978 | 0.9475 |
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- | No log | 8.7273 | 96 | 0.7806 | 0.4783 | 0.7806 | 0.8835 |
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- | No log | 8.9091 | 98 | 0.9262 | 0.2938 | 0.9262 | 0.9624 |
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- | No log | 9.0909 | 100 | 1.1784 | 0.2366 | 1.1784 | 1.0855 |
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- | No log | 9.2727 | 102 | 1.2189 | 0.2366 | 1.2189 | 1.1041 |
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- | No log | 9.4545 | 104 | 1.0006 | 0.1872 | 1.0006 | 1.0003 |
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- | No log | 9.6364 | 106 | 0.8888 | 0.2557 | 0.8888 | 0.9428 |
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- | No log | 9.8182 | 108 | 0.8773 | 0.3526 | 0.8773 | 0.9366 |
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- | No log | 10.0 | 110 | 0.8973 | 0.3037 | 0.8973 | 0.9473 |
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- | No log | 10.1818 | 112 | 0.9208 | 0.2797 | 0.9208 | 0.9596 |
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- | No log | 10.3636 | 114 | 0.9195 | 0.3363 | 0.9195 | 0.9589 |
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- | No log | 10.5455 | 116 | 0.9835 | 0.3783 | 0.9835 | 0.9917 |
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- | No log | 10.7273 | 118 | 1.0350 | 0.2950 | 1.0350 | 1.0173 |
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- | No log | 10.9091 | 120 | 1.1033 | 0.2935 | 1.1033 | 1.0504 |
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- | No log | 11.0909 | 122 | 1.3206 | 0.2990 | 1.3206 | 1.1492 |
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- | No log | 11.2727 | 124 | 1.4766 | 0.1932 | 1.4766 | 1.2152 |
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- | No log | 11.4545 | 126 | 1.3460 | 0.2734 | 1.3460 | 1.1602 |
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- | No log | 11.6364 | 128 | 1.0634 | 0.2971 | 1.0634 | 1.0312 |
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- | No log | 11.8182 | 130 | 0.9190 | 0.3492 | 0.9190 | 0.9586 |
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- | No log | 12.0 | 132 | 0.9225 | 0.3824 | 0.9225 | 0.9605 |
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- | No log | 12.1818 | 134 | 0.9748 | 0.2864 | 0.9748 | 0.9873 |
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- | No log | 12.3636 | 136 | 1.0345 | 0.2971 | 1.0345 | 1.0171 |
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- | No log | 12.5455 | 138 | 1.0308 | 0.2109 | 1.0308 | 1.0153 |
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- | No log | 12.7273 | 140 | 0.9299 | 0.3618 | 0.9299 | 0.9643 |
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- | No log | 12.9091 | 142 | 0.8396 | 0.3723 | 0.8396 | 0.9163 |
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- | No log | 13.0909 | 144 | 0.8380 | 0.3450 | 0.8380 | 0.9154 |
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- | No log | 13.2727 | 146 | 0.9955 | 0.2416 | 0.9955 | 0.9977 |
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- | No log | 13.4545 | 148 | 1.0523 | 0.3253 | 1.0523 | 1.0258 |
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- | No log | 13.6364 | 150 | 0.9215 | 0.3410 | 0.9215 | 0.9600 |
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- | No log | 13.8182 | 152 | 0.8384 | 0.4063 | 0.8384 | 0.9156 |
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- | No log | 14.0 | 154 | 0.8435 | 0.3652 | 0.8435 | 0.9184 |
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- | No log | 14.1818 | 156 | 0.9042 | 0.3133 | 0.9042 | 0.9509 |
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- | No log | 14.3636 | 158 | 0.9021 | 0.3297 | 0.9021 | 0.9498 |
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- | No log | 14.5455 | 160 | 0.9374 | 0.2905 | 0.9374 | 0.9682 |
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- | No log | 14.7273 | 162 | 0.8828 | 0.2853 | 0.8828 | 0.9396 |
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- | No log | 14.9091 | 164 | 0.8728 | 0.3074 | 0.8728 | 0.9342 |
134
- | No log | 15.0909 | 166 | 0.8724 | 0.36 | 0.8724 | 0.9340 |
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- | No log | 15.2727 | 168 | 0.8594 | 0.3103 | 0.8594 | 0.9271 |
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- | No log | 15.4545 | 170 | 0.9284 | 0.2960 | 0.9284 | 0.9635 |
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- | No log | 15.6364 | 172 | 0.9774 | 0.3508 | 0.9774 | 0.9886 |
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- | No log | 15.8182 | 174 | 0.8815 | 0.3206 | 0.8815 | 0.9389 |
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- | No log | 16.0 | 176 | 0.8766 | 0.3257 | 0.8766 | 0.9363 |
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- | No log | 16.1818 | 178 | 0.8571 | 0.3111 | 0.8571 | 0.9258 |
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- | No log | 16.3636 | 180 | 0.8711 | 0.3195 | 0.8711 | 0.9333 |
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- | No log | 16.5455 | 182 | 0.9824 | 0.2965 | 0.9824 | 0.9911 |
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- | No log | 16.7273 | 184 | 1.2457 | 0.1984 | 1.2457 | 1.1161 |
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- | No log | 16.9091 | 186 | 1.3462 | 0.1885 | 1.3462 | 1.1602 |
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- | No log | 17.0909 | 188 | 1.1678 | 0.2421 | 1.1678 | 1.0806 |
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- | No log | 17.2727 | 190 | 0.9017 | 0.3719 | 0.9017 | 0.9496 |
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- | No log | 17.4545 | 192 | 0.8041 | 0.3571 | 0.8041 | 0.8967 |
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- | No log | 17.6364 | 194 | 0.7762 | 0.4222 | 0.7762 | 0.8810 |
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- | No log | 17.8182 | 196 | 0.7923 | 0.3775 | 0.7923 | 0.8901 |
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- | No log | 18.0 | 198 | 0.9640 | 0.3204 | 0.9640 | 0.9819 |
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- | No log | 18.1818 | 200 | 1.1619 | 0.2930 | 1.1619 | 1.0779 |
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- | No log | 18.3636 | 202 | 1.1879 | 0.3394 | 1.1879 | 1.0899 |
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- | No log | 18.5455 | 204 | 1.0204 | 0.3065 | 1.0204 | 1.0102 |
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- | No log | 18.7273 | 206 | 0.8550 | 0.3590 | 0.8550 | 0.9247 |
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- | No log | 18.9091 | 208 | 0.8233 | 0.3961 | 0.8233 | 0.9074 |
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- | No log | 19.0909 | 210 | 0.7865 | 0.4507 | 0.7865 | 0.8868 |
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- | No log | 19.2727 | 212 | 0.7805 | 0.3991 | 0.7805 | 0.8834 |
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- | No log | 19.4545 | 214 | 0.8842 | 0.3342 | 0.8842 | 0.9403 |
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- | No log | 19.6364 | 216 | 1.0303 | 0.2901 | 1.0303 | 1.0150 |
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- | No log | 19.8182 | 218 | 1.0591 | 0.3542 | 1.0591 | 1.0291 |
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- | No log | 20.0 | 220 | 0.9201 | 0.3289 | 0.9201 | 0.9592 |
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- | No log | 20.1818 | 222 | 0.8614 | 0.3218 | 0.8614 | 0.9281 |
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- | No log | 20.3636 | 224 | 0.8293 | 0.3255 | 0.8293 | 0.9107 |
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- | No log | 20.5455 | 226 | 0.8365 | 0.3798 | 0.8365 | 0.9146 |
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- | No log | 20.7273 | 228 | 0.9299 | 0.2602 | 0.9299 | 0.9643 |
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- | No log | 20.9091 | 230 | 1.0229 | 0.2209 | 1.0229 | 1.0114 |
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- | No log | 21.0909 | 232 | 1.0416 | 0.2461 | 1.0416 | 1.0206 |
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- | No log | 21.2727 | 234 | 1.0107 | 0.2396 | 1.0107 | 1.0054 |
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- | No log | 21.4545 | 236 | 1.0809 | 0.2547 | 1.0809 | 1.0397 |
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- | No log | 21.6364 | 238 | 1.1082 | 0.3126 | 1.1082 | 1.0527 |
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- | No log | 21.8182 | 240 | 1.0090 | 0.3274 | 1.0090 | 1.0045 |
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- | No log | 22.0 | 242 | 0.8048 | 0.3775 | 0.8048 | 0.8971 |
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- | No log | 22.1818 | 244 | 0.7487 | 0.3715 | 0.7487 | 0.8653 |
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- | No log | 22.3636 | 246 | 0.7461 | 0.3669 | 0.7461 | 0.8638 |
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- | No log | 22.5455 | 248 | 0.7548 | 0.4699 | 0.7548 | 0.8688 |
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- | No log | 22.7273 | 250 | 0.8844 | 0.3790 | 0.8844 | 0.9405 |
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- | No log | 22.9091 | 252 | 0.9397 | 0.4260 | 0.9397 | 0.9694 |
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- | No log | 23.0909 | 254 | 0.8825 | 0.4074 | 0.8825 | 0.9394 |
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- | No log | 23.2727 | 256 | 0.8164 | 0.4012 | 0.8164 | 0.9035 |
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- | No log | 23.4545 | 258 | 0.7827 | 0.3976 | 0.7827 | 0.8847 |
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- | No log | 23.6364 | 260 | 0.8022 | 0.4012 | 0.8022 | 0.8956 |
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- | No log | 23.8182 | 262 | 0.9333 | 0.3615 | 0.9333 | 0.9661 |
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- | No log | 24.0 | 264 | 1.0322 | 0.3902 | 1.0322 | 1.0160 |
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- | No log | 24.1818 | 266 | 0.9966 | 0.3809 | 0.9966 | 0.9983 |
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- | No log | 24.3636 | 268 | 0.9876 | 0.3615 | 0.9876 | 0.9938 |
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- | No log | 24.5455 | 270 | 0.9299 | 0.3355 | 0.9299 | 0.9643 |
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- | No log | 24.7273 | 272 | 0.9906 | 0.3689 | 0.9906 | 0.9953 |
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- | No log | 24.9091 | 274 | 1.1271 | 0.2018 | 1.1271 | 1.0617 |
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- | No log | 25.0909 | 276 | 1.0844 | 0.2138 | 1.0844 | 1.0414 |
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- | No log | 25.2727 | 278 | 1.0177 | 0.2421 | 1.0177 | 1.0088 |
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- | No log | 25.4545 | 280 | 0.8680 | 0.3461 | 0.8680 | 0.9317 |
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- | No log | 25.6364 | 282 | 0.8613 | 0.3659 | 0.8613 | 0.9280 |
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- | No log | 25.8182 | 284 | 0.8345 | 0.3679 | 0.8345 | 0.9135 |
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- | No log | 26.0 | 286 | 0.8150 | 0.3721 | 0.8150 | 0.9028 |
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- | No log | 26.1818 | 288 | 0.8215 | 0.3919 | 0.8215 | 0.9064 |
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- | No log | 26.3636 | 290 | 0.8299 | 0.3779 | 0.8299 | 0.9110 |
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- | No log | 26.5455 | 292 | 0.9169 | 0.3363 | 0.9169 | 0.9575 |
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- | No log | 26.7273 | 294 | 1.0933 | 0.2857 | 1.0933 | 1.0456 |
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- | No log | 26.9091 | 296 | 1.0941 | 0.2930 | 1.0941 | 1.0460 |
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- | No log | 27.0909 | 298 | 1.0073 | 0.3052 | 1.0073 | 1.0037 |
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- | No log | 27.2727 | 300 | 0.8837 | 0.3618 | 0.8837 | 0.9400 |
202
- | No log | 27.4545 | 302 | 0.8179 | 0.4072 | 0.8179 | 0.9044 |
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- | No log | 27.6364 | 304 | 0.8152 | 0.4124 | 0.8152 | 0.9029 |
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- | No log | 27.8182 | 306 | 0.7677 | 0.4212 | 0.7677 | 0.8762 |
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- | No log | 28.0 | 308 | 0.7657 | 0.3842 | 0.7657 | 0.8750 |
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- | No log | 28.1818 | 310 | 0.7792 | 0.4070 | 0.7792 | 0.8827 |
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- | No log | 28.3636 | 312 | 0.8068 | 0.3309 | 0.8068 | 0.8982 |
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- | No log | 28.5455 | 314 | 0.8041 | 0.3661 | 0.8041 | 0.8967 |
209
- | No log | 28.7273 | 316 | 0.7272 | 0.3775 | 0.7272 | 0.8527 |
210
- | No log | 28.9091 | 318 | 0.6796 | 0.4600 | 0.6796 | 0.8244 |
211
- | No log | 29.0909 | 320 | 0.6740 | 0.4158 | 0.6740 | 0.8209 |
212
- | No log | 29.2727 | 322 | 0.6631 | 0.4475 | 0.6631 | 0.8143 |
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- | No log | 29.4545 | 324 | 0.7538 | 0.4531 | 0.7538 | 0.8682 |
214
- | No log | 29.6364 | 326 | 1.0299 | 0.3759 | 1.0299 | 1.0148 |
215
- | No log | 29.8182 | 328 | 1.1833 | 0.2534 | 1.1833 | 1.0878 |
216
- | No log | 30.0 | 330 | 1.1024 | 0.3033 | 1.1024 | 1.0500 |
217
- | No log | 30.1818 | 332 | 0.9285 | 0.3786 | 0.9285 | 0.9636 |
218
- | No log | 30.3636 | 334 | 0.8701 | 0.3803 | 0.8701 | 0.9328 |
219
- | No log | 30.5455 | 336 | 0.8309 | 0.3803 | 0.8309 | 0.9115 |
220
- | No log | 30.7273 | 338 | 0.7908 | 0.3710 | 0.7908 | 0.8892 |
221
- | No log | 30.9091 | 340 | 0.7460 | 0.4239 | 0.7460 | 0.8637 |
222
- | No log | 31.0909 | 342 | 0.7840 | 0.3732 | 0.7840 | 0.8855 |
223
- | No log | 31.2727 | 344 | 0.8506 | 0.3483 | 0.8506 | 0.9223 |
224
- | No log | 31.4545 | 346 | 0.8786 | 0.3747 | 0.8786 | 0.9373 |
225
- | No log | 31.6364 | 348 | 0.9544 | 0.3887 | 0.9544 | 0.9769 |
226
- | No log | 31.8182 | 350 | 0.9549 | 0.3577 | 0.9549 | 0.9772 |
227
- | No log | 32.0 | 352 | 0.8753 | 0.3740 | 0.8753 | 0.9356 |
228
- | No log | 32.1818 | 354 | 0.8104 | 0.4144 | 0.8104 | 0.9002 |
229
- | No log | 32.3636 | 356 | 0.8068 | 0.4144 | 0.8068 | 0.8982 |
230
- | No log | 32.5455 | 358 | 0.8079 | 0.4093 | 0.8079 | 0.8988 |
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- | No log | 32.7273 | 360 | 0.8291 | 0.3410 | 0.8291 | 0.9106 |
232
- | No log | 32.9091 | 362 | 0.9054 | 0.4337 | 0.9054 | 0.9515 |
233
- | No log | 33.0909 | 364 | 0.9094 | 0.4337 | 0.9094 | 0.9536 |
234
- | No log | 33.2727 | 366 | 0.9449 | 0.3663 | 0.9449 | 0.9721 |
235
- | No log | 33.4545 | 368 | 0.9896 | 0.3593 | 0.9896 | 0.9948 |
236
- | No log | 33.6364 | 370 | 0.9754 | 0.3680 | 0.9754 | 0.9876 |
237
- | No log | 33.8182 | 372 | 0.9203 | 0.3074 | 0.9203 | 0.9593 |
238
- | No log | 34.0 | 374 | 0.9173 | 0.3067 | 0.9173 | 0.9578 |
239
- | No log | 34.1818 | 376 | 0.8949 | 0.2952 | 0.8949 | 0.9460 |
240
- | No log | 34.3636 | 378 | 0.8681 | 0.3251 | 0.8681 | 0.9317 |
241
- | No log | 34.5455 | 380 | 0.8164 | 0.3307 | 0.8164 | 0.9036 |
242
- | No log | 34.7273 | 382 | 0.8190 | 0.3468 | 0.8190 | 0.9050 |
243
- | No log | 34.9091 | 384 | 0.8370 | 0.3719 | 0.8370 | 0.9149 |
244
- | No log | 35.0909 | 386 | 0.7730 | 0.4124 | 0.7730 | 0.8792 |
245
- | No log | 35.2727 | 388 | 0.6783 | 0.4413 | 0.6783 | 0.8236 |
246
- | No log | 35.4545 | 390 | 0.6502 | 0.4575 | 0.6502 | 0.8063 |
247
- | No log | 35.6364 | 392 | 0.6443 | 0.5326 | 0.6443 | 0.8027 |
248
- | No log | 35.8182 | 394 | 0.6662 | 0.4473 | 0.6662 | 0.8162 |
249
- | No log | 36.0 | 396 | 0.7135 | 0.4451 | 0.7135 | 0.8447 |
250
- | No log | 36.1818 | 398 | 0.7679 | 0.3889 | 0.7679 | 0.8763 |
251
- | No log | 36.3636 | 400 | 0.7613 | 0.4476 | 0.7613 | 0.8725 |
252
- | No log | 36.5455 | 402 | 0.6961 | 0.4704 | 0.6961 | 0.8343 |
253
- | No log | 36.7273 | 404 | 0.6879 | 0.4642 | 0.6879 | 0.8294 |
254
- | No log | 36.9091 | 406 | 0.7066 | 0.4484 | 0.7066 | 0.8406 |
255
- | No log | 37.0909 | 408 | 0.7582 | 0.3885 | 0.7582 | 0.8707 |
256
- | No log | 37.2727 | 410 | 0.8165 | 0.3700 | 0.8165 | 0.9036 |
257
- | No log | 37.4545 | 412 | 0.8930 | 0.4116 | 0.8930 | 0.9450 |
258
- | No log | 37.6364 | 414 | 0.8887 | 0.4070 | 0.8887 | 0.9427 |
259
- | No log | 37.8182 | 416 | 0.8042 | 0.4104 | 0.8042 | 0.8968 |
260
- | No log | 38.0 | 418 | 0.7176 | 0.4260 | 0.7176 | 0.8471 |
261
- | No log | 38.1818 | 420 | 0.7136 | 0.4260 | 0.7136 | 0.8447 |
262
- | No log | 38.3636 | 422 | 0.7616 | 0.3820 | 0.7616 | 0.8727 |
263
- | No log | 38.5455 | 424 | 0.8597 | 0.3446 | 0.8597 | 0.9272 |
264
- | No log | 38.7273 | 426 | 1.0195 | 0.3716 | 1.0195 | 1.0097 |
265
- | No log | 38.9091 | 428 | 1.0446 | 0.3228 | 1.0446 | 1.0221 |
266
- | No log | 39.0909 | 430 | 0.9631 | 0.4081 | 0.9631 | 0.9814 |
267
- | No log | 39.2727 | 432 | 0.8570 | 0.4152 | 0.8570 | 0.9257 |
268
- | No log | 39.4545 | 434 | 0.7492 | 0.4144 | 0.7492 | 0.8656 |
269
- | No log | 39.6364 | 436 | 0.6999 | 0.4601 | 0.6999 | 0.8366 |
270
- | No log | 39.8182 | 438 | 0.7164 | 0.4155 | 0.7164 | 0.8464 |
271
- | No log | 40.0 | 440 | 0.7859 | 0.4125 | 0.7859 | 0.8865 |
272
- | No log | 40.1818 | 442 | 0.9239 | 0.3393 | 0.9239 | 0.9612 |
273
- | No log | 40.3636 | 444 | 1.0221 | 0.2941 | 1.0221 | 1.0110 |
274
- | No log | 40.5455 | 446 | 1.0153 | 0.2941 | 1.0153 | 1.0076 |
275
- | No log | 40.7273 | 448 | 0.9174 | 0.3528 | 0.9174 | 0.9578 |
276
- | No log | 40.9091 | 450 | 0.7740 | 0.3968 | 0.7740 | 0.8798 |
277
- | No log | 41.0909 | 452 | 0.7002 | 0.4341 | 0.7002 | 0.8368 |
278
- | No log | 41.2727 | 454 | 0.6783 | 0.5195 | 0.6783 | 0.8236 |
279
- | No log | 41.4545 | 456 | 0.6765 | 0.4866 | 0.6765 | 0.8225 |
280
- | No log | 41.6364 | 458 | 0.7068 | 0.4085 | 0.7068 | 0.8407 |
281
- | No log | 41.8182 | 460 | 0.8041 | 0.4045 | 0.8041 | 0.8967 |
282
- | No log | 42.0 | 462 | 0.8869 | 0.3527 | 0.8869 | 0.9418 |
283
- | No log | 42.1818 | 464 | 0.8613 | 0.3827 | 0.8613 | 0.9280 |
284
- | No log | 42.3636 | 466 | 0.8030 | 0.4092 | 0.8030 | 0.8961 |
285
- | No log | 42.5455 | 468 | 0.7328 | 0.4065 | 0.7328 | 0.8560 |
286
- | No log | 42.7273 | 470 | 0.6921 | 0.4700 | 0.6921 | 0.8319 |
287
- | No log | 42.9091 | 472 | 0.6860 | 0.4866 | 0.6860 | 0.8282 |
288
- | No log | 43.0909 | 474 | 0.7121 | 0.4562 | 0.7121 | 0.8438 |
289
- | No log | 43.2727 | 476 | 0.7548 | 0.3690 | 0.7548 | 0.8688 |
290
- | No log | 43.4545 | 478 | 0.8591 | 0.3321 | 0.8591 | 0.9269 |
291
- | No log | 43.6364 | 480 | 0.9642 | 0.2901 | 0.9642 | 0.9819 |
292
- | No log | 43.8182 | 482 | 0.9618 | 0.2901 | 0.9618 | 0.9807 |
293
- | No log | 44.0 | 484 | 0.8853 | 0.3690 | 0.8853 | 0.9409 |
294
- | No log | 44.1818 | 486 | 0.7976 | 0.3885 | 0.7976 | 0.8931 |
295
- | No log | 44.3636 | 488 | 0.7690 | 0.3669 | 0.7690 | 0.8769 |
296
- | No log | 44.5455 | 490 | 0.7423 | 0.4017 | 0.7423 | 0.8616 |
297
- | No log | 44.7273 | 492 | 0.7267 | 0.4017 | 0.7267 | 0.8525 |
298
- | No log | 44.9091 | 494 | 0.7187 | 0.3971 | 0.7187 | 0.8478 |
299
- | No log | 45.0909 | 496 | 0.7409 | 0.4017 | 0.7409 | 0.8608 |
300
- | No log | 45.2727 | 498 | 0.7596 | 0.3780 | 0.7596 | 0.8715 |
301
- | 0.2887 | 45.4545 | 500 | 0.7821 | 0.4063 | 0.7821 | 0.8844 |
302
- | 0.2887 | 45.6364 | 502 | 0.7754 | 0.4063 | 0.7754 | 0.8806 |
303
- | 0.2887 | 45.8182 | 504 | 0.7359 | 0.4232 | 0.7359 | 0.8578 |
304
- | 0.2887 | 46.0 | 506 | 0.6979 | 0.4155 | 0.6979 | 0.8354 |
305
- | 0.2887 | 46.1818 | 508 | 0.6907 | 0.4467 | 0.6907 | 0.8311 |
306
- | 0.2887 | 46.3636 | 510 | 0.7077 | 0.4085 | 0.7077 | 0.8412 |
307
- | 0.2887 | 46.5455 | 512 | 0.7333 | 0.4302 | 0.7333 | 0.8563 |
308
- | 0.2887 | 46.7273 | 514 | 0.7640 | 0.4354 | 0.7640 | 0.8741 |
309
- | 0.2887 | 46.9091 | 516 | 0.7906 | 0.4423 | 0.7906 | 0.8891 |
310
- | 0.2887 | 47.0909 | 518 | 0.8231 | 0.4284 | 0.8231 | 0.9072 |
311
- | 0.2887 | 47.2727 | 520 | 0.8315 | 0.3798 | 0.8315 | 0.9119 |
312
- | 0.2887 | 47.4545 | 522 | 0.8380 | 0.3440 | 0.8380 | 0.9155 |
313
- | 0.2887 | 47.6364 | 524 | 0.8523 | 0.3440 | 0.8523 | 0.9232 |
314
- | 0.2887 | 47.8182 | 526 | 0.8373 | 0.3798 | 0.8373 | 0.9150 |
315
- | 0.2887 | 48.0 | 528 | 0.8781 | 0.3125 | 0.8781 | 0.9371 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
316
 
317
 
318
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k3_task7_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_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k3_task7_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: 0.4413
19
+ - Qwk: 0.5600
20
+ - Mse: 0.4413
21
+ - Rmse: 0.6643
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1333 | 2 | 2.4893 | -0.0788 | 2.4893 | 1.5778 |
53
+ | No log | 0.2667 | 4 | 1.1296 | 0.0983 | 1.1296 | 1.0628 |
54
+ | No log | 0.4 | 6 | 0.7618 | 0.0937 | 0.7618 | 0.8728 |
55
+ | No log | 0.5333 | 8 | 0.8008 | 0.2574 | 0.8008 | 0.8949 |
56
+ | No log | 0.6667 | 10 | 0.8432 | 0.2756 | 0.8432 | 0.9183 |
57
+ | No log | 0.8 | 12 | 0.9972 | 0.2589 | 0.9972 | 0.9986 |
58
+ | No log | 0.9333 | 14 | 0.8926 | 0.2703 | 0.8926 | 0.9448 |
59
+ | No log | 1.0667 | 16 | 0.6849 | 0.1646 | 0.6849 | 0.8276 |
60
+ | No log | 1.2 | 18 | 0.7589 | 0.2804 | 0.7589 | 0.8711 |
61
+ | No log | 1.3333 | 20 | 0.9308 | 0.3347 | 0.9308 | 0.9648 |
62
+ | No log | 1.4667 | 22 | 0.8305 | 0.4088 | 0.8305 | 0.9113 |
63
+ | No log | 1.6 | 24 | 0.5339 | 0.4634 | 0.5339 | 0.7307 |
64
+ | No log | 1.7333 | 26 | 0.7801 | 0.3716 | 0.7801 | 0.8832 |
65
+ | No log | 1.8667 | 28 | 0.7159 | 0.4367 | 0.7159 | 0.8461 |
66
+ | No log | 2.0 | 30 | 0.5663 | 0.4337 | 0.5663 | 0.7525 |
67
+ | No log | 2.1333 | 32 | 0.6322 | 0.4412 | 0.6322 | 0.7951 |
68
+ | No log | 2.2667 | 34 | 1.2334 | 0.1678 | 1.2334 | 1.1106 |
69
+ | No log | 2.4 | 36 | 1.4639 | 0.0595 | 1.4639 | 1.2099 |
70
+ | No log | 2.5333 | 38 | 1.3420 | 0.1005 | 1.3420 | 1.1585 |
71
+ | No log | 2.6667 | 40 | 0.9122 | 0.2627 | 0.9122 | 0.9551 |
72
+ | No log | 2.8 | 42 | 0.5432 | 0.4229 | 0.5432 | 0.7370 |
73
+ | No log | 2.9333 | 44 | 0.7369 | 0.3739 | 0.7369 | 0.8584 |
74
+ | No log | 3.0667 | 46 | 0.7417 | 0.3676 | 0.7417 | 0.8612 |
75
+ | No log | 3.2 | 48 | 0.6526 | 0.3409 | 0.6526 | 0.8078 |
76
+ | No log | 3.3333 | 50 | 0.6735 | 0.3347 | 0.6735 | 0.8207 |
77
+ | No log | 3.4667 | 52 | 0.5685 | 0.4816 | 0.5685 | 0.7540 |
78
+ | No log | 3.6 | 54 | 0.5725 | 0.4452 | 0.5725 | 0.7567 |
79
+ | No log | 3.7333 | 56 | 0.6759 | 0.4416 | 0.6759 | 0.8221 |
80
+ | No log | 3.8667 | 58 | 0.6871 | 0.4357 | 0.6871 | 0.8289 |
81
+ | No log | 4.0 | 60 | 0.7039 | 0.4609 | 0.7039 | 0.8390 |
82
+ | No log | 4.1333 | 62 | 0.6321 | 0.3931 | 0.6321 | 0.7950 |
83
+ | No log | 4.2667 | 64 | 0.5901 | 0.3643 | 0.5901 | 0.7682 |
84
+ | No log | 4.4 | 66 | 0.5859 | 0.3693 | 0.5859 | 0.7655 |
85
+ | No log | 4.5333 | 68 | 0.5420 | 0.3719 | 0.5420 | 0.7362 |
86
+ | No log | 4.6667 | 70 | 0.5090 | 0.3585 | 0.5090 | 0.7134 |
87
+ | No log | 4.8 | 72 | 0.5506 | 0.5498 | 0.5506 | 0.7420 |
88
+ | No log | 4.9333 | 74 | 0.5614 | 0.5252 | 0.5614 | 0.7493 |
89
+ | No log | 5.0667 | 76 | 0.5362 | 0.5736 | 0.5362 | 0.7323 |
90
+ | No log | 5.2 | 78 | 0.5137 | 0.4726 | 0.5137 | 0.7167 |
91
+ | No log | 5.3333 | 80 | 0.5774 | 0.4394 | 0.5774 | 0.7599 |
92
+ | No log | 5.4667 | 82 | 0.6445 | 0.3926 | 0.6445 | 0.8028 |
93
+ | No log | 5.6 | 84 | 0.5842 | 0.4306 | 0.5842 | 0.7644 |
94
+ | No log | 5.7333 | 86 | 0.5351 | 0.4026 | 0.5351 | 0.7315 |
95
+ | No log | 5.8667 | 88 | 0.5043 | 0.5250 | 0.5043 | 0.7102 |
96
+ | No log | 6.0 | 90 | 0.4918 | 0.5687 | 0.4918 | 0.7013 |
97
+ | No log | 6.1333 | 92 | 0.4790 | 0.4991 | 0.4790 | 0.6921 |
98
+ | No log | 6.2667 | 94 | 0.6282 | 0.5232 | 0.6282 | 0.7926 |
99
+ | No log | 6.4 | 96 | 0.9231 | 0.3444 | 0.9231 | 0.9608 |
100
+ | No log | 6.5333 | 98 | 0.8470 | 0.3766 | 0.8470 | 0.9203 |
101
+ | No log | 6.6667 | 100 | 0.5479 | 0.5614 | 0.5479 | 0.7402 |
102
+ | No log | 6.8 | 102 | 0.4910 | 0.5587 | 0.4910 | 0.7007 |
103
+ | No log | 6.9333 | 104 | 0.4702 | 0.5373 | 0.4702 | 0.6857 |
104
+ | No log | 7.0667 | 106 | 0.5109 | 0.5422 | 0.5109 | 0.7148 |
105
+ | No log | 7.2 | 108 | 0.5011 | 0.5736 | 0.5011 | 0.7079 |
106
+ | No log | 7.3333 | 110 | 0.4858 | 0.5860 | 0.4858 | 0.6970 |
107
+ | No log | 7.4667 | 112 | 0.5279 | 0.6188 | 0.5279 | 0.7265 |
108
+ | No log | 7.6 | 114 | 0.5384 | 0.6175 | 0.5384 | 0.7338 |
109
+ | No log | 7.7333 | 116 | 0.4780 | 0.5936 | 0.4780 | 0.6914 |
110
+ | No log | 7.8667 | 118 | 0.5510 | 0.5997 | 0.5510 | 0.7423 |
111
+ | No log | 8.0 | 120 | 0.5578 | 0.6193 | 0.5578 | 0.7469 |
112
+ | No log | 8.1333 | 122 | 0.5507 | 0.6261 | 0.5507 | 0.7421 |
113
+ | No log | 8.2667 | 124 | 0.4937 | 0.6251 | 0.4937 | 0.7026 |
114
+ | No log | 8.4 | 126 | 0.4615 | 0.6706 | 0.4615 | 0.6793 |
115
+ | No log | 8.5333 | 128 | 0.4625 | 0.6263 | 0.4625 | 0.6801 |
116
+ | No log | 8.6667 | 130 | 0.4477 | 0.5687 | 0.4477 | 0.6691 |
117
+ | No log | 8.8 | 132 | 0.4949 | 0.5855 | 0.4949 | 0.7035 |
118
+ | No log | 8.9333 | 134 | 0.4394 | 0.6053 | 0.4394 | 0.6629 |
119
+ | No log | 9.0667 | 136 | 0.4708 | 0.5845 | 0.4708 | 0.6861 |
120
+ | No log | 9.2 | 138 | 0.4438 | 0.6032 | 0.4438 | 0.6662 |
121
+ | No log | 9.3333 | 140 | 0.4421 | 0.5985 | 0.4421 | 0.6649 |
122
+ | No log | 9.4667 | 142 | 0.4319 | 0.5985 | 0.4319 | 0.6572 |
123
+ | No log | 9.6 | 144 | 0.4474 | 0.6210 | 0.4474 | 0.6689 |
124
+ | No log | 9.7333 | 146 | 0.4946 | 0.5445 | 0.4946 | 0.7033 |
125
+ | No log | 9.8667 | 148 | 0.4720 | 0.5933 | 0.4720 | 0.6870 |
126
+ | No log | 10.0 | 150 | 0.4345 | 0.6402 | 0.4345 | 0.6592 |
127
+ | No log | 10.1333 | 152 | 0.4201 | 0.6530 | 0.4201 | 0.6481 |
128
+ | No log | 10.2667 | 154 | 0.4693 | 0.6518 | 0.4693 | 0.6851 |
129
+ | No log | 10.4 | 156 | 0.4885 | 0.6776 | 0.4885 | 0.6989 |
130
+ | No log | 10.5333 | 158 | 0.4255 | 0.5874 | 0.4255 | 0.6523 |
131
+ | No log | 10.6667 | 160 | 0.4609 | 0.5933 | 0.4609 | 0.6789 |
132
+ | No log | 10.8 | 162 | 0.5106 | 0.5794 | 0.5106 | 0.7146 |
133
+ | No log | 10.9333 | 164 | 0.4803 | 0.5983 | 0.4803 | 0.6930 |
134
+ | No log | 11.0667 | 166 | 0.4433 | 0.6096 | 0.4433 | 0.6658 |
135
+ | No log | 11.2 | 168 | 0.4615 | 0.6617 | 0.4615 | 0.6793 |
136
+ | No log | 11.3333 | 170 | 0.4699 | 0.6427 | 0.4699 | 0.6855 |
137
+ | No log | 11.4667 | 172 | 0.5215 | 0.6065 | 0.5215 | 0.7221 |
138
+ | No log | 11.6 | 174 | 0.6588 | 0.5529 | 0.6588 | 0.8117 |
139
+ | No log | 11.7333 | 176 | 0.6293 | 0.5455 | 0.6293 | 0.7933 |
140
+ | No log | 11.8667 | 178 | 0.4712 | 0.6257 | 0.4712 | 0.6864 |
141
+ | No log | 12.0 | 180 | 0.4503 | 0.6108 | 0.4503 | 0.6710 |
142
+ | No log | 12.1333 | 182 | 0.4459 | 0.6078 | 0.4459 | 0.6677 |
143
+ | No log | 12.2667 | 184 | 0.4488 | 0.5463 | 0.4488 | 0.6700 |
144
+ | No log | 12.4 | 186 | 0.4967 | 0.5718 | 0.4967 | 0.7048 |
145
+ | No log | 12.5333 | 188 | 0.4625 | 0.5555 | 0.4625 | 0.6801 |
146
+ | No log | 12.6667 | 190 | 0.4730 | 0.6227 | 0.4730 | 0.6877 |
147
+ | No log | 12.8 | 192 | 0.6376 | 0.5649 | 0.6376 | 0.7985 |
148
+ | No log | 12.9333 | 194 | 0.6764 | 0.5337 | 0.6764 | 0.8224 |
149
+ | No log | 13.0667 | 196 | 0.5694 | 0.5803 | 0.5694 | 0.7546 |
150
+ | No log | 13.2 | 198 | 0.4467 | 0.6039 | 0.4467 | 0.6684 |
151
+ | No log | 13.3333 | 200 | 0.5406 | 0.5378 | 0.5406 | 0.7353 |
152
+ | No log | 13.4667 | 202 | 0.5622 | 0.5581 | 0.5622 | 0.7498 |
153
+ | No log | 13.6 | 204 | 0.4747 | 0.5195 | 0.4747 | 0.6890 |
154
+ | No log | 13.7333 | 206 | 0.4566 | 0.5951 | 0.4566 | 0.6757 |
155
+ | No log | 13.8667 | 208 | 0.5460 | 0.6314 | 0.5460 | 0.7389 |
156
+ | No log | 14.0 | 210 | 0.5615 | 0.6322 | 0.5615 | 0.7493 |
157
+ | No log | 14.1333 | 212 | 0.4699 | 0.6702 | 0.4699 | 0.6855 |
158
+ | No log | 14.2667 | 214 | 0.4474 | 0.6515 | 0.4474 | 0.6689 |
159
+ | No log | 14.4 | 216 | 0.4885 | 0.5970 | 0.4885 | 0.6990 |
160
+ | No log | 14.5333 | 218 | 0.4522 | 0.5765 | 0.4522 | 0.6724 |
161
+ | No log | 14.6667 | 220 | 0.4369 | 0.6634 | 0.4369 | 0.6610 |
162
+ | No log | 14.8 | 222 | 0.4500 | 0.6620 | 0.4500 | 0.6708 |
163
+ | No log | 14.9333 | 224 | 0.4510 | 0.6463 | 0.4510 | 0.6716 |
164
+ | No log | 15.0667 | 226 | 0.4855 | 0.6702 | 0.4855 | 0.6968 |
165
+ | No log | 15.2 | 228 | 0.5654 | 0.5696 | 0.5654 | 0.7520 |
166
+ | No log | 15.3333 | 230 | 0.6014 | 0.5373 | 0.6014 | 0.7755 |
167
+ | No log | 15.4667 | 232 | 0.5358 | 0.6104 | 0.5358 | 0.7320 |
168
+ | No log | 15.6 | 234 | 0.5137 | 0.6454 | 0.5137 | 0.7167 |
169
+ | No log | 15.7333 | 236 | 0.5531 | 0.5922 | 0.5531 | 0.7437 |
170
+ | No log | 15.8667 | 238 | 0.5553 | 0.5922 | 0.5553 | 0.7452 |
171
+ | No log | 16.0 | 240 | 0.5005 | 0.6454 | 0.5005 | 0.7075 |
172
+ | No log | 16.1333 | 242 | 0.5334 | 0.5735 | 0.5334 | 0.7304 |
173
+ | No log | 16.2667 | 244 | 0.5181 | 0.6547 | 0.5181 | 0.7198 |
174
+ | No log | 16.4 | 246 | 0.4435 | 0.6692 | 0.4435 | 0.6660 |
175
+ | No log | 16.5333 | 248 | 0.4263 | 0.6310 | 0.4263 | 0.6529 |
176
+ | No log | 16.6667 | 250 | 0.4129 | 0.6310 | 0.4129 | 0.6426 |
177
+ | No log | 16.8 | 252 | 0.4111 | 0.6101 | 0.4111 | 0.6412 |
178
+ | No log | 16.9333 | 254 | 0.4474 | 0.5811 | 0.4474 | 0.6689 |
179
+ | No log | 17.0667 | 256 | 0.4625 | 0.5811 | 0.4625 | 0.6801 |
180
+ | No log | 17.2 | 258 | 0.4369 | 0.5736 | 0.4369 | 0.6610 |
181
+ | No log | 17.3333 | 260 | 0.4422 | 0.5736 | 0.4422 | 0.6650 |
182
+ | No log | 17.4667 | 262 | 0.4656 | 0.6235 | 0.4656 | 0.6823 |
183
+ | No log | 17.6 | 264 | 0.5309 | 0.5975 | 0.5309 | 0.7286 |
184
+ | No log | 17.7333 | 266 | 0.5659 | 0.5749 | 0.5659 | 0.7522 |
185
+ | No log | 17.8667 | 268 | 0.4982 | 0.5512 | 0.4982 | 0.7058 |
186
+ | No log | 18.0 | 270 | 0.4494 | 0.6198 | 0.4494 | 0.6704 |
187
+ | No log | 18.1333 | 272 | 0.4691 | 0.5970 | 0.4691 | 0.6849 |
188
+ | No log | 18.2667 | 274 | 0.4571 | 0.5227 | 0.4571 | 0.6761 |
189
+ | No log | 18.4 | 276 | 0.4976 | 0.5373 | 0.4976 | 0.7054 |
190
+ | No log | 18.5333 | 278 | 0.5499 | 0.5083 | 0.5499 | 0.7416 |
191
+ | No log | 18.6667 | 280 | 0.5111 | 0.5373 | 0.5111 | 0.7149 |
192
+ | No log | 18.8 | 282 | 0.4672 | 0.5939 | 0.4672 | 0.6835 |
193
+ | No log | 18.9333 | 284 | 0.4794 | 0.6314 | 0.4794 | 0.6924 |
194
+ | No log | 19.0667 | 286 | 0.4826 | 0.6148 | 0.4826 | 0.6947 |
195
+ | No log | 19.2 | 288 | 0.4843 | 0.6235 | 0.4843 | 0.6959 |
196
+ | No log | 19.3333 | 290 | 0.4938 | 0.6158 | 0.4938 | 0.7027 |
197
+ | No log | 19.4667 | 292 | 0.4814 | 0.6222 | 0.4814 | 0.6938 |
198
+ | No log | 19.6 | 294 | 0.4702 | 0.6310 | 0.4702 | 0.6857 |
199
+ | No log | 19.7333 | 296 | 0.4615 | 0.5840 | 0.4615 | 0.6793 |
200
+ | No log | 19.8667 | 298 | 0.4630 | 0.5840 | 0.4630 | 0.6804 |
201
+ | No log | 20.0 | 300 | 0.4441 | 0.6105 | 0.4441 | 0.6664 |
202
+ | No log | 20.1333 | 302 | 0.4699 | 0.5495 | 0.4699 | 0.6855 |
203
+ | No log | 20.2667 | 304 | 0.4963 | 0.5587 | 0.4963 | 0.7045 |
204
+ | No log | 20.4 | 306 | 0.4825 | 0.5587 | 0.4825 | 0.6946 |
205
+ | No log | 20.5333 | 308 | 0.4461 | 0.5555 | 0.4461 | 0.6679 |
206
+ | No log | 20.6667 | 310 | 0.4547 | 0.6145 | 0.4547 | 0.6743 |
207
+ | No log | 20.8 | 312 | 0.4810 | 0.5715 | 0.4810 | 0.6935 |
208
+ | No log | 20.9333 | 314 | 0.4735 | 0.6108 | 0.4735 | 0.6881 |
209
+ | No log | 21.0667 | 316 | 0.4748 | 0.6108 | 0.4748 | 0.6891 |
210
+ | No log | 21.2 | 318 | 0.4677 | 0.6185 | 0.4677 | 0.6839 |
211
+ | No log | 21.3333 | 320 | 0.4547 | 0.5765 | 0.4547 | 0.6743 |
212
+ | No log | 21.4667 | 322 | 0.4579 | 0.5781 | 0.4579 | 0.6767 |
213
+ | No log | 21.6 | 324 | 0.4719 | 0.5495 | 0.4719 | 0.6869 |
214
+ | No log | 21.7333 | 326 | 0.4665 | 0.5495 | 0.4665 | 0.6830 |
215
+ | No log | 21.8667 | 328 | 0.4543 | 0.5781 | 0.4543 | 0.6740 |
216
+ | No log | 22.0 | 330 | 0.4400 | 0.6105 | 0.4400 | 0.6634 |
217
+ | No log | 22.1333 | 332 | 0.4438 | 0.6105 | 0.4438 | 0.6662 |
218
+ | No log | 22.2667 | 334 | 0.4447 | 0.6087 | 0.4447 | 0.6669 |
219
+ | No log | 22.4 | 336 | 0.4678 | 0.5781 | 0.4678 | 0.6839 |
220
+ | No log | 22.5333 | 338 | 0.4909 | 0.5718 | 0.4909 | 0.7006 |
221
+ | No log | 22.6667 | 340 | 0.4598 | 0.6292 | 0.4598 | 0.6781 |
222
+ | No log | 22.8 | 342 | 0.4685 | 0.6286 | 0.4685 | 0.6845 |
223
+ | No log | 22.9333 | 344 | 0.4735 | 0.5813 | 0.4735 | 0.6881 |
224
+ | No log | 23.0667 | 346 | 0.4652 | 0.5813 | 0.4652 | 0.6821 |
225
+ | No log | 23.2 | 348 | 0.4519 | 0.6087 | 0.4519 | 0.6723 |
226
+ | No log | 23.3333 | 350 | 0.4563 | 0.5782 | 0.4563 | 0.6755 |
227
+ | No log | 23.4667 | 352 | 0.4819 | 0.6067 | 0.4819 | 0.6942 |
228
+ | No log | 23.6 | 354 | 0.4866 | 0.5965 | 0.4866 | 0.6976 |
229
+ | No log | 23.7333 | 356 | 0.4880 | 0.5836 | 0.4880 | 0.6986 |
230
+ | No log | 23.8667 | 358 | 0.4681 | 0.5189 | 0.4681 | 0.6841 |
231
+ | No log | 24.0 | 360 | 0.4724 | 0.5414 | 0.4724 | 0.6873 |
232
+ | No log | 24.1333 | 362 | 0.4882 | 0.5117 | 0.4882 | 0.6987 |
233
+ | No log | 24.2667 | 364 | 0.4807 | 0.5189 | 0.4807 | 0.6933 |
234
+ | No log | 24.4 | 366 | 0.4665 | 0.5493 | 0.4665 | 0.6830 |
235
+ | No log | 24.5333 | 368 | 0.4520 | 0.6017 | 0.4520 | 0.6723 |
236
+ | No log | 24.6667 | 370 | 0.4462 | 0.6017 | 0.4462 | 0.6680 |
237
+ | No log | 24.8 | 372 | 0.4388 | 0.6344 | 0.4388 | 0.6624 |
238
+ | No log | 24.9333 | 374 | 0.4752 | 0.5666 | 0.4752 | 0.6894 |
239
+ | No log | 25.0667 | 376 | 0.5111 | 0.5373 | 0.5111 | 0.7149 |
240
+ | No log | 25.2 | 378 | 0.5472 | 0.5373 | 0.5472 | 0.7397 |
241
+ | No log | 25.3333 | 380 | 0.5187 | 0.5373 | 0.5187 | 0.7202 |
242
+ | No log | 25.4667 | 382 | 0.4485 | 0.5798 | 0.4485 | 0.6697 |
243
+ | No log | 25.6 | 384 | 0.4582 | 0.6493 | 0.4582 | 0.6769 |
244
+ | No log | 25.7333 | 386 | 0.4848 | 0.5920 | 0.4848 | 0.6962 |
245
+ | No log | 25.8667 | 388 | 0.4645 | 0.6492 | 0.4645 | 0.6815 |
246
+ | No log | 26.0 | 390 | 0.4386 | 0.6076 | 0.4386 | 0.6623 |
247
+ | No log | 26.1333 | 392 | 0.4436 | 0.5386 | 0.4436 | 0.6661 |
248
+ | No log | 26.2667 | 394 | 0.4496 | 0.5493 | 0.4496 | 0.6705 |
249
+ | No log | 26.4 | 396 | 0.4475 | 0.5731 | 0.4475 | 0.6689 |
250
+ | No log | 26.5333 | 398 | 0.4597 | 0.5208 | 0.4597 | 0.6780 |
251
+ | No log | 26.6667 | 400 | 0.4501 | 0.5432 | 0.4501 | 0.6709 |
252
+ | No log | 26.8 | 402 | 0.4396 | 0.5405 | 0.4396 | 0.6630 |
253
+ | No log | 26.9333 | 404 | 0.4481 | 0.6809 | 0.4481 | 0.6694 |
254
+ | No log | 27.0667 | 406 | 0.4424 | 0.7227 | 0.4424 | 0.6651 |
255
+ | No log | 27.2 | 408 | 0.4364 | 0.5798 | 0.4364 | 0.6606 |
256
+ | No log | 27.3333 | 410 | 0.4529 | 0.5432 | 0.4529 | 0.6730 |
257
+ | No log | 27.4667 | 412 | 0.4618 | 0.5495 | 0.4618 | 0.6796 |
258
+ | No log | 27.6 | 414 | 0.4660 | 0.5495 | 0.4660 | 0.6827 |
259
+ | No log | 27.7333 | 416 | 0.4666 | 0.5538 | 0.4666 | 0.6831 |
260
+ | No log | 27.8667 | 418 | 0.4647 | 0.5538 | 0.4647 | 0.6817 |
261
+ | No log | 28.0 | 420 | 0.4626 | 0.5915 | 0.4626 | 0.6802 |
262
+ | No log | 28.1333 | 422 | 0.4734 | 0.5702 | 0.4734 | 0.6880 |
263
+ | No log | 28.2667 | 424 | 0.4786 | 0.5781 | 0.4786 | 0.6918 |
264
+ | No log | 28.4 | 426 | 0.4709 | 0.5765 | 0.4709 | 0.6862 |
265
+ | No log | 28.5333 | 428 | 0.4620 | 0.6156 | 0.4620 | 0.6797 |
266
+ | No log | 28.6667 | 430 | 0.4534 | 0.6171 | 0.4534 | 0.6733 |
267
+ | No log | 28.8 | 432 | 0.4473 | 0.6171 | 0.4473 | 0.6688 |
268
+ | No log | 28.9333 | 434 | 0.4526 | 0.6154 | 0.4526 | 0.6728 |
269
+ | No log | 29.0667 | 436 | 0.4628 | 0.5781 | 0.4628 | 0.6803 |
270
+ | No log | 29.2 | 438 | 0.4851 | 0.5657 | 0.4851 | 0.6965 |
271
+ | No log | 29.3333 | 440 | 0.4824 | 0.5855 | 0.4824 | 0.6946 |
272
+ | No log | 29.4667 | 442 | 0.4460 | 0.5985 | 0.4460 | 0.6679 |
273
+ | No log | 29.6 | 444 | 0.4323 | 0.6068 | 0.4323 | 0.6575 |
274
+ | No log | 29.7333 | 446 | 0.4278 | 0.6344 | 0.4278 | 0.6540 |
275
+ | No log | 29.8667 | 448 | 0.4295 | 0.6636 | 0.4295 | 0.6554 |
276
+ | No log | 30.0 | 450 | 0.4296 | 0.6435 | 0.4296 | 0.6554 |
277
+ | No log | 30.1333 | 452 | 0.4288 | 0.5798 | 0.4288 | 0.6548 |
278
+ | No log | 30.2667 | 454 | 0.4482 | 0.5747 | 0.4482 | 0.6695 |
279
+ | No log | 30.4 | 456 | 0.4641 | 0.5603 | 0.4641 | 0.6812 |
280
+ | No log | 30.5333 | 458 | 0.4553 | 0.5718 | 0.4553 | 0.6748 |
281
+ | No log | 30.6667 | 460 | 0.4358 | 0.6282 | 0.4358 | 0.6601 |
282
+ | No log | 30.8 | 462 | 0.4300 | 0.6068 | 0.4300 | 0.6557 |
283
+ | No log | 30.9333 | 464 | 0.4345 | 0.6154 | 0.4345 | 0.6592 |
284
+ | No log | 31.0667 | 466 | 0.4611 | 0.5510 | 0.4611 | 0.6791 |
285
+ | No log | 31.2 | 468 | 0.4791 | 0.5544 | 0.4791 | 0.6922 |
286
+ | No log | 31.3333 | 470 | 0.4682 | 0.5461 | 0.4682 | 0.6843 |
287
+ | No log | 31.4667 | 472 | 0.4591 | 0.5105 | 0.4591 | 0.6776 |
288
+ | No log | 31.6 | 474 | 0.4410 | 0.6017 | 0.4410 | 0.6641 |
289
+ | No log | 31.7333 | 476 | 0.4394 | 0.6039 | 0.4394 | 0.6629 |
290
+ | No log | 31.8667 | 478 | 0.4337 | 0.5930 | 0.4337 | 0.6586 |
291
+ | No log | 32.0 | 480 | 0.4436 | 0.5587 | 0.4436 | 0.6661 |
292
+ | No log | 32.1333 | 482 | 0.4771 | 0.5528 | 0.4771 | 0.6907 |
293
+ | No log | 32.2667 | 484 | 0.4763 | 0.5438 | 0.4763 | 0.6902 |
294
+ | No log | 32.4 | 486 | 0.4421 | 0.5796 | 0.4421 | 0.6649 |
295
+ | No log | 32.5333 | 488 | 0.4352 | 0.5796 | 0.4352 | 0.6597 |
296
+ | No log | 32.6667 | 490 | 0.4164 | 0.6210 | 0.4164 | 0.6453 |
297
+ | No log | 32.8 | 492 | 0.4288 | 0.5999 | 0.4288 | 0.6548 |
298
+ | No log | 32.9333 | 494 | 0.4339 | 0.5796 | 0.4339 | 0.6587 |
299
+ | No log | 33.0667 | 496 | 0.4328 | 0.5796 | 0.4328 | 0.6579 |
300
+ | No log | 33.2 | 498 | 0.4232 | 0.5781 | 0.4232 | 0.6505 |
301
+ | 0.29 | 33.3333 | 500 | 0.4215 | 0.5956 | 0.4215 | 0.6493 |
302
+ | 0.29 | 33.4667 | 502 | 0.4267 | 0.6254 | 0.4267 | 0.6532 |
303
+ | 0.29 | 33.6 | 504 | 0.4266 | 0.6452 | 0.4266 | 0.6531 |
304
+ | 0.29 | 33.7333 | 506 | 0.4303 | 0.5414 | 0.4303 | 0.6560 |
305
+ | 0.29 | 33.8667 | 508 | 0.4353 | 0.5731 | 0.4353 | 0.6598 |
306
+ | 0.29 | 34.0 | 510 | 0.4352 | 0.5930 | 0.4352 | 0.6597 |
307
+ | 0.29 | 34.1333 | 512 | 0.4369 | 0.6255 | 0.4369 | 0.6610 |
308
+ | 0.29 | 34.2667 | 514 | 0.4385 | 0.6255 | 0.4385 | 0.6622 |
309
+ | 0.29 | 34.4 | 516 | 0.4536 | 0.5587 | 0.4536 | 0.6735 |
310
+ | 0.29 | 34.5333 | 518 | 0.4929 | 0.5438 | 0.4929 | 0.7021 |
311
+ | 0.29 | 34.6667 | 520 | 0.5030 | 0.5438 | 0.5030 | 0.7092 |
312
+ | 0.29 | 34.8 | 522 | 0.4726 | 0.6034 | 0.4726 | 0.6875 |
313
+ | 0.29 | 34.9333 | 524 | 0.4586 | 0.6574 | 0.4586 | 0.6772 |
314
+ | 0.29 | 35.0667 | 526 | 0.4664 | 0.6797 | 0.4664 | 0.6830 |
315
+ | 0.29 | 35.2 | 528 | 0.4724 | 0.6777 | 0.4724 | 0.6873 |
316
+ | 0.29 | 35.3333 | 530 | 0.4510 | 0.6807 | 0.4510 | 0.6715 |
317
+ | 0.29 | 35.4667 | 532 | 0.4452 | 0.5945 | 0.4452 | 0.6672 |
318
+ | 0.29 | 35.6 | 534 | 0.4794 | 0.5587 | 0.4794 | 0.6924 |
319
+ | 0.29 | 35.7333 | 536 | 0.4879 | 0.5512 | 0.4879 | 0.6985 |
320
+ | 0.29 | 35.8667 | 538 | 0.4531 | 0.5587 | 0.4531 | 0.6731 |
321
+ | 0.29 | 36.0 | 540 | 0.4221 | 0.6032 | 0.4221 | 0.6497 |
322
+ | 0.29 | 36.1333 | 542 | 0.4296 | 0.6830 | 0.4296 | 0.6555 |
323
+ | 0.29 | 36.2667 | 544 | 0.4345 | 0.7002 | 0.4345 | 0.6592 |
324
+ | 0.29 | 36.4 | 546 | 0.4263 | 0.6830 | 0.4263 | 0.6529 |
325
+ | 0.29 | 36.5333 | 548 | 0.4249 | 0.6032 | 0.4249 | 0.6519 |
326
+ | 0.29 | 36.6667 | 550 | 0.4557 | 0.5587 | 0.4557 | 0.6750 |
327
+ | 0.29 | 36.8 | 552 | 0.4709 | 0.5373 | 0.4709 | 0.6863 |
328
+ | 0.29 | 36.9333 | 554 | 0.4532 | 0.6114 | 0.4532 | 0.6732 |
329
+ | 0.29 | 37.0667 | 556 | 0.4401 | 0.6007 | 0.4401 | 0.6634 |
330
+ | 0.29 | 37.2 | 558 | 0.4380 | 0.6723 | 0.4380 | 0.6618 |
331
+ | 0.29 | 37.3333 | 560 | 0.4460 | 0.7126 | 0.4460 | 0.6679 |
332
+ | 0.29 | 37.4667 | 562 | 0.4373 | 0.7126 | 0.4373 | 0.6613 |
333
+ | 0.29 | 37.6 | 564 | 0.4315 | 0.6469 | 0.4315 | 0.6569 |
334
+ | 0.29 | 37.7333 | 566 | 0.4315 | 0.6289 | 0.4315 | 0.6569 |
335
+ | 0.29 | 37.8667 | 568 | 0.4351 | 0.6087 | 0.4351 | 0.6596 |
336
+ | 0.29 | 38.0 | 570 | 0.4470 | 0.5611 | 0.4470 | 0.6685 |
337
+ | 0.29 | 38.1333 | 572 | 0.4561 | 0.5301 | 0.4561 | 0.6754 |
338
+ | 0.29 | 38.2667 | 574 | 0.4489 | 0.5283 | 0.4489 | 0.6700 |
339
+ | 0.29 | 38.4 | 576 | 0.4423 | 0.5714 | 0.4423 | 0.6650 |
340
+ | 0.29 | 38.5333 | 578 | 0.4413 | 0.5600 | 0.4413 | 0.6643 |
341
 
342
 
343
  ### Framework versions