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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k19_task2_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_k18_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k18_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.1562
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- - Qwk: 0.2243
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- - Mse: 1.1562
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- - Rmse: 1.0752
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  ## Model description
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@@ -47,340 +47,263 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0303 | 2 | 4.8041 | -0.0132 | 4.8041 | 2.1918 |
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- | No log | 0.0606 | 4 | 3.0969 | -0.0658 | 3.0969 | 1.7598 |
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- | No log | 0.0909 | 6 | 2.2171 | -0.0045 | 2.2171 | 1.4890 |
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- | No log | 0.1212 | 8 | 2.5106 | -0.0594 | 2.5106 | 1.5845 |
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- | No log | 0.1515 | 10 | 2.1278 | -0.0233 | 2.1278 | 1.4587 |
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- | No log | 0.1818 | 12 | 1.6660 | 0.0372 | 1.6660 | 1.2908 |
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- | No log | 0.2121 | 14 | 1.6042 | 0.0372 | 1.6042 | 1.2666 |
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- | No log | 0.2424 | 16 | 1.8760 | 0.0372 | 1.8760 | 1.3697 |
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- | No log | 0.2727 | 18 | 2.4417 | 0.1481 | 2.4417 | 1.5626 |
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- | No log | 0.3030 | 20 | 2.4152 | 0.1187 | 2.4152 | 1.5541 |
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- | No log | 0.3333 | 22 | 2.0631 | 0.0257 | 2.0631 | 1.4363 |
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- | No log | 0.3636 | 24 | 1.7951 | 0.0504 | 1.7951 | 1.3398 |
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- | No log | 0.3939 | 26 | 1.5968 | 0.1004 | 1.5968 | 1.2637 |
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- | No log | 0.4242 | 28 | 1.3388 | 0.1493 | 1.3388 | 1.1571 |
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- | No log | 0.4545 | 30 | 1.2037 | 0.1753 | 1.2037 | 1.0971 |
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- | No log | 0.4848 | 32 | 1.2175 | 0.1715 | 1.2175 | 1.1034 |
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- | No log | 0.5152 | 34 | 1.3982 | 0.0426 | 1.3982 | 1.1825 |
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- | No log | 0.5455 | 36 | 1.7751 | 0.1540 | 1.7751 | 1.3323 |
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- | No log | 0.5758 | 38 | 1.8483 | 0.2052 | 1.8483 | 1.3595 |
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- | No log | 0.6061 | 40 | 1.7015 | 0.1304 | 1.7015 | 1.3044 |
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- | No log | 0.6364 | 42 | 1.6076 | 0.0832 | 1.6076 | 1.2679 |
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- | No log | 0.6667 | 44 | 1.5486 | 0.0832 | 1.5486 | 1.2444 |
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- | No log | 0.6970 | 46 | 1.3010 | 0.0416 | 1.3010 | 1.1406 |
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- | No log | 0.7273 | 48 | 1.1338 | 0.2959 | 1.1338 | 1.0648 |
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- | No log | 0.7576 | 50 | 1.0930 | 0.2537 | 1.0930 | 1.0454 |
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- | No log | 0.7879 | 52 | 1.0874 | 0.2537 | 1.0874 | 1.0428 |
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- | No log | 0.8182 | 54 | 1.0351 | 0.3693 | 1.0351 | 1.0174 |
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- | No log | 0.8485 | 56 | 1.0477 | 0.3693 | 1.0477 | 1.0236 |
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- | No log | 0.8788 | 58 | 1.0498 | 0.3693 | 1.0498 | 1.0246 |
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- | No log | 0.9091 | 60 | 1.0490 | 0.3693 | 1.0490 | 1.0242 |
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- | No log | 0.9394 | 62 | 1.0981 | 0.2935 | 1.0981 | 1.0479 |
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- | No log | 0.9697 | 64 | 1.2587 | 0.1346 | 1.2587 | 1.1219 |
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- | No log | 1.0 | 66 | 1.5320 | 0.0832 | 1.5320 | 1.2377 |
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- | No log | 1.0303 | 68 | 1.7547 | 0.1542 | 1.7547 | 1.3246 |
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- | No log | 1.0606 | 70 | 1.6637 | 0.2132 | 1.6637 | 1.2898 |
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- | No log | 1.0909 | 72 | 1.3128 | 0.1022 | 1.3128 | 1.1458 |
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- | No log | 1.1212 | 74 | 1.0823 | 0.2885 | 1.0823 | 1.0404 |
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- | No log | 1.1515 | 76 | 0.9439 | 0.4198 | 0.9439 | 0.9715 |
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- | No log | 1.1818 | 78 | 0.9830 | 0.4520 | 0.9830 | 0.9915 |
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- | No log | 1.2121 | 80 | 1.1932 | 0.2289 | 1.1932 | 1.0923 |
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- | No log | 1.2424 | 82 | 1.3156 | 0.1807 | 1.3156 | 1.1470 |
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- | No log | 1.2727 | 84 | 1.1781 | 0.2325 | 1.1781 | 1.0854 |
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- | No log | 1.3030 | 86 | 1.1352 | 0.2660 | 1.1352 | 1.0655 |
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- | No log | 1.3333 | 88 | 1.0275 | 0.3663 | 1.0275 | 1.0137 |
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- | No log | 1.3636 | 90 | 1.1285 | 0.3747 | 1.1285 | 1.0623 |
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- | No log | 1.3939 | 92 | 1.0197 | 0.3972 | 1.0197 | 1.0098 |
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- | No log | 1.4242 | 94 | 0.8799 | 0.5176 | 0.8799 | 0.9380 |
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- | No log | 1.4545 | 96 | 0.8803 | 0.4888 | 0.8803 | 0.9382 |
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- | No log | 1.4848 | 98 | 0.9614 | 0.3886 | 0.9614 | 0.9805 |
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- | No log | 1.5152 | 100 | 0.9242 | 0.4691 | 0.9242 | 0.9614 |
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- | No log | 1.5455 | 102 | 0.9038 | 0.4371 | 0.9038 | 0.9507 |
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- | No log | 1.5758 | 104 | 0.9360 | 0.4587 | 0.9360 | 0.9675 |
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- | No log | 1.6061 | 106 | 1.0560 | 0.3393 | 1.0560 | 1.0276 |
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- | No log | 1.6364 | 108 | 1.1170 | 0.3696 | 1.1170 | 1.0569 |
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- | No log | 1.6667 | 110 | 1.0583 | 0.3937 | 1.0583 | 1.0288 |
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- | No log | 1.6970 | 112 | 1.0701 | 0.3992 | 1.0701 | 1.0345 |
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- | No log | 1.7273 | 114 | 1.1633 | 0.4061 | 1.1633 | 1.0786 |
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- | No log | 1.7576 | 116 | 1.1112 | 0.4404 | 1.1112 | 1.0541 |
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- | No log | 1.7879 | 118 | 1.0371 | 0.2757 | 1.0371 | 1.0184 |
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- | No log | 1.8182 | 120 | 1.0910 | 0.4004 | 1.0910 | 1.0445 |
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- | No log | 1.8485 | 122 | 1.2387 | 0.3339 | 1.2387 | 1.1130 |
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- | No log | 1.8788 | 124 | 1.1976 | 0.3613 | 1.1976 | 1.0944 |
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- | No log | 1.9091 | 126 | 1.0235 | 0.3062 | 1.0235 | 1.0117 |
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- | No log | 1.9394 | 128 | 1.0372 | 0.3787 | 1.0372 | 1.0185 |
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- | No log | 1.9697 | 130 | 1.0069 | 0.3152 | 1.0069 | 1.0034 |
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- | No log | 2.0 | 132 | 1.0059 | 0.3344 | 1.0059 | 1.0029 |
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- | No log | 2.0303 | 134 | 1.0802 | 0.2811 | 1.0802 | 1.0393 |
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- | No log | 2.0606 | 136 | 1.0549 | 0.2718 | 1.0549 | 1.0271 |
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- | No log | 2.0909 | 138 | 1.0250 | 0.2492 | 1.0250 | 1.0124 |
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- | No log | 2.1212 | 140 | 1.0204 | 0.2643 | 1.0204 | 1.0102 |
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- | No log | 2.1515 | 142 | 1.0171 | 0.2545 | 1.0171 | 1.0085 |
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- | No log | 2.1818 | 144 | 1.0247 | 0.2556 | 1.0247 | 1.0123 |
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- | No log | 2.2121 | 146 | 1.0486 | 0.2916 | 1.0486 | 1.0240 |
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- | No log | 2.2424 | 148 | 1.0686 | 0.3448 | 1.0686 | 1.0337 |
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- | No log | 2.2727 | 150 | 1.1612 | 0.3785 | 1.1612 | 1.0776 |
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- | No log | 2.3030 | 152 | 1.1904 | 0.4035 | 1.1904 | 1.0911 |
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- | No log | 2.3333 | 154 | 1.1627 | 0.4008 | 1.1627 | 1.0783 |
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- | No log | 2.3636 | 156 | 1.1424 | 0.2052 | 1.1424 | 1.0688 |
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- | No log | 2.3939 | 158 | 1.1352 | 0.2492 | 1.1352 | 1.0655 |
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- | No log | 2.4242 | 160 | 1.0975 | 0.2499 | 1.0975 | 1.0476 |
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- | No log | 2.4545 | 162 | 1.1813 | 0.3660 | 1.1813 | 1.0869 |
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- | No log | 2.4848 | 164 | 1.6021 | 0.2497 | 1.6021 | 1.2658 |
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- | No log | 2.5152 | 166 | 1.6489 | 0.2257 | 1.6489 | 1.2841 |
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- | No log | 2.5455 | 168 | 1.2673 | 0.4136 | 1.2673 | 1.1257 |
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- | No log | 2.5758 | 170 | 1.0364 | 0.3902 | 1.0364 | 1.0180 |
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- | No log | 2.6061 | 172 | 1.0032 | 0.3225 | 1.0032 | 1.0016 |
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- | No log | 2.6364 | 174 | 1.0802 | 0.3225 | 1.0802 | 1.0393 |
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- | No log | 2.6667 | 176 | 1.0008 | 0.3256 | 1.0008 | 1.0004 |
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- | No log | 2.6970 | 178 | 0.9663 | 0.3062 | 0.9663 | 0.9830 |
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- | No log | 2.7273 | 180 | 1.0177 | 0.3942 | 1.0177 | 1.0088 |
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- | No log | 2.7576 | 182 | 1.0278 | 0.3981 | 1.0278 | 1.0138 |
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- | No log | 2.7879 | 184 | 0.9771 | 0.3427 | 0.9771 | 0.9885 |
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- | No log | 2.8182 | 186 | 1.0274 | 0.3365 | 1.0274 | 1.0136 |
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- | No log | 2.8485 | 188 | 1.0465 | 0.2276 | 1.0465 | 1.0230 |
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- | No log | 2.8788 | 190 | 1.1510 | 0.2507 | 1.1510 | 1.0728 |
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- | No log | 2.9091 | 192 | 1.3380 | 0.2758 | 1.3380 | 1.1567 |
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- | No log | 2.9394 | 194 | 1.2489 | 0.2411 | 1.2489 | 1.1175 |
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- | No log | 2.9697 | 196 | 1.0336 | 0.2665 | 1.0336 | 1.0167 |
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- | No log | 3.0 | 198 | 0.9945 | 0.2892 | 0.9945 | 0.9972 |
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- | No log | 3.0303 | 200 | 1.0459 | 0.3230 | 1.0459 | 1.0227 |
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- | No log | 3.0606 | 202 | 1.0541 | 0.3276 | 1.0541 | 1.0267 |
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- | No log | 3.0909 | 204 | 0.9965 | 0.2745 | 0.9965 | 0.9983 |
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- | No log | 3.1212 | 206 | 1.0055 | 0.2745 | 1.0055 | 1.0027 |
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- | No log | 3.1515 | 208 | 1.0207 | 0.2794 | 1.0207 | 1.0103 |
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- | No log | 3.1818 | 210 | 1.0226 | 0.2469 | 1.0226 | 1.0112 |
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- | No log | 3.2121 | 212 | 1.0310 | 0.2733 | 1.0310 | 1.0154 |
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- | No log | 3.2424 | 214 | 1.0508 | 0.2991 | 1.0508 | 1.0251 |
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- | No log | 3.2727 | 216 | 1.1857 | 0.2993 | 1.1857 | 1.0889 |
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- | No log | 3.3030 | 218 | 1.2307 | 0.2360 | 1.2307 | 1.1094 |
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- | No log | 3.3333 | 220 | 1.1021 | 0.3414 | 1.1021 | 1.0498 |
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- | No log | 3.3636 | 222 | 1.0437 | 0.2323 | 1.0437 | 1.0216 |
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- | No log | 3.3939 | 224 | 1.0748 | 0.2935 | 1.0748 | 1.0367 |
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- | No log | 3.4242 | 226 | 1.0243 | 0.2714 | 1.0243 | 1.0121 |
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- | No log | 3.4545 | 228 | 1.0303 | 0.3478 | 1.0303 | 1.0151 |
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- | No log | 3.4848 | 230 | 1.0249 | 0.3729 | 1.0249 | 1.0124 |
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- | No log | 3.5152 | 232 | 1.0410 | 0.3390 | 1.0410 | 1.0203 |
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- | No log | 3.5455 | 234 | 1.1716 | 0.3475 | 1.1716 | 1.0824 |
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- | No log | 3.5758 | 236 | 1.2053 | 0.3004 | 1.2053 | 1.0979 |
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- | No log | 3.6061 | 238 | 1.0569 | 0.3989 | 1.0569 | 1.0281 |
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- | No log | 3.6364 | 240 | 1.0172 | 0.3907 | 1.0172 | 1.0086 |
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- | No log | 3.6667 | 242 | 1.2116 | 0.4025 | 1.2116 | 1.1007 |
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- | No log | 3.6970 | 244 | 1.3335 | 0.3119 | 1.3335 | 1.1548 |
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- | No log | 3.7273 | 246 | 1.1743 | 0.3271 | 1.1743 | 1.0836 |
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- | No log | 3.7576 | 248 | 0.9906 | 0.4832 | 0.9906 | 0.9953 |
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- | No log | 3.7879 | 250 | 1.0314 | 0.3519 | 1.0314 | 1.0156 |
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- | No log | 3.8182 | 252 | 1.2479 | 0.2783 | 1.2479 | 1.1171 |
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- | No log | 3.8485 | 254 | 1.3772 | 0.2769 | 1.3772 | 1.1735 |
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- | No log | 3.8788 | 256 | 1.2917 | 0.2863 | 1.2917 | 1.1365 |
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- | No log | 3.9091 | 258 | 1.0995 | 0.2961 | 1.0995 | 1.0486 |
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- | No log | 3.9394 | 260 | 0.9874 | 0.3328 | 0.9874 | 0.9937 |
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- | No log | 3.9697 | 262 | 0.9474 | 0.3685 | 0.9474 | 0.9733 |
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- | No log | 4.0 | 264 | 0.9807 | 0.4163 | 0.9807 | 0.9903 |
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- | No log | 4.0303 | 266 | 1.0396 | 0.3941 | 1.0396 | 1.0196 |
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- | No log | 4.0606 | 268 | 1.0214 | 0.4402 | 1.0214 | 1.0106 |
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- | No log | 4.0909 | 270 | 1.0865 | 0.2896 | 1.0865 | 1.0424 |
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- | No log | 4.1212 | 272 | 1.3941 | 0.3042 | 1.3941 | 1.1807 |
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- | No log | 4.1515 | 274 | 1.5946 | 0.2778 | 1.5946 | 1.2628 |
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- | No log | 4.1818 | 276 | 1.4692 | 0.2690 | 1.4692 | 1.2121 |
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- | No log | 4.2121 | 278 | 1.1921 | 0.2180 | 1.1921 | 1.0919 |
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- | No log | 4.2424 | 280 | 1.0343 | 0.2814 | 1.0343 | 1.0170 |
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- | No log | 4.2727 | 282 | 0.9977 | 0.3243 | 0.9977 | 0.9989 |
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- | No log | 4.3030 | 284 | 0.9867 | 0.3720 | 0.9867 | 0.9933 |
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- | No log | 4.3333 | 286 | 0.9666 | 0.3552 | 0.9666 | 0.9831 |
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- | No log | 4.3636 | 288 | 0.9734 | 0.2364 | 0.9734 | 0.9866 |
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- | No log | 4.3939 | 290 | 1.0143 | 0.3009 | 1.0143 | 1.0071 |
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- | No log | 4.4242 | 292 | 1.1113 | 0.4120 | 1.1113 | 1.0542 |
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- | No log | 4.4545 | 294 | 1.0670 | 0.3967 | 1.0670 | 1.0330 |
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- | No log | 4.4848 | 296 | 0.9565 | 0.3337 | 0.9565 | 0.9780 |
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- | No log | 4.5152 | 298 | 0.9633 | 0.3345 | 0.9633 | 0.9815 |
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- | No log | 4.5455 | 300 | 1.0111 | 0.3401 | 1.0111 | 1.0055 |
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- | No log | 4.5758 | 302 | 0.9924 | 0.3020 | 0.9924 | 0.9962 |
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- | No log | 4.6061 | 304 | 0.9988 | 0.3674 | 0.9988 | 0.9994 |
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- | No log | 4.6364 | 306 | 1.1172 | 0.2687 | 1.1172 | 1.0570 |
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- | No log | 4.6667 | 308 | 1.2486 | 0.3249 | 1.2486 | 1.1174 |
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- | No log | 4.6970 | 310 | 1.2367 | 0.3117 | 1.2367 | 1.1121 |
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- | No log | 4.7273 | 312 | 1.1156 | 0.2555 | 1.1156 | 1.0562 |
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- | No log | 4.7576 | 314 | 1.0550 | 0.2596 | 1.0550 | 1.0271 |
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- | No log | 4.7879 | 316 | 1.0727 | 0.3113 | 1.0727 | 1.0357 |
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- | No log | 4.8182 | 318 | 1.1064 | 0.3184 | 1.1064 | 1.0519 |
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- | No log | 4.8485 | 320 | 1.1167 | 0.2495 | 1.1167 | 1.0567 |
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- | No log | 4.8788 | 322 | 1.0731 | 0.3199 | 1.0731 | 1.0359 |
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- | No log | 4.9091 | 324 | 1.0040 | 0.2562 | 1.0040 | 1.0020 |
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- | No log | 4.9394 | 326 | 0.9702 | 0.3223 | 0.9702 | 0.9850 |
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- | No log | 4.9697 | 328 | 0.9577 | 0.3070 | 0.9577 | 0.9786 |
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- | No log | 5.0 | 330 | 0.9430 | 0.3629 | 0.9430 | 0.9711 |
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- | No log | 5.0303 | 332 | 0.9512 | 0.2665 | 0.9512 | 0.9753 |
218
- | No log | 5.0606 | 334 | 0.9862 | 0.3672 | 0.9862 | 0.9931 |
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- | No log | 5.0909 | 336 | 1.0581 | 0.4292 | 1.0581 | 1.0286 |
220
- | No log | 5.1212 | 338 | 1.0419 | 0.4612 | 1.0419 | 1.0207 |
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- | No log | 5.1515 | 340 | 0.9480 | 0.4211 | 0.9480 | 0.9737 |
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- | No log | 5.1818 | 342 | 0.9298 | 0.4508 | 0.9298 | 0.9643 |
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- | No log | 5.2121 | 344 | 0.9286 | 0.4181 | 0.9286 | 0.9636 |
224
- | No log | 5.2424 | 346 | 0.9629 | 0.4140 | 0.9629 | 0.9813 |
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- | No log | 5.2727 | 348 | 1.0526 | 0.2881 | 1.0526 | 1.0260 |
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- | No log | 5.3030 | 350 | 1.1605 | 0.2983 | 1.1605 | 1.0773 |
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- | No log | 5.3333 | 352 | 1.2184 | 0.3024 | 1.2184 | 1.1038 |
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- | No log | 5.3636 | 354 | 1.1490 | 0.2736 | 1.1490 | 1.0719 |
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- | No log | 5.3939 | 356 | 1.0069 | 0.2380 | 1.0069 | 1.0034 |
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- | No log | 5.4242 | 358 | 0.9246 | 0.3086 | 0.9246 | 0.9616 |
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- | No log | 5.4545 | 360 | 0.8974 | 0.3873 | 0.8974 | 0.9473 |
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- | No log | 5.4848 | 362 | 0.8823 | 0.3728 | 0.8823 | 0.9393 |
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- | No log | 5.5152 | 364 | 0.9007 | 0.3913 | 0.9007 | 0.9491 |
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- | No log | 5.5455 | 366 | 0.9813 | 0.4138 | 0.9813 | 0.9906 |
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- | No log | 5.5758 | 368 | 1.1418 | 0.4122 | 1.1418 | 1.0685 |
236
- | No log | 5.6061 | 370 | 1.1721 | 0.4122 | 1.1721 | 1.0826 |
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- | No log | 5.6364 | 372 | 1.0245 | 0.3928 | 1.0245 | 1.0122 |
238
- | No log | 5.6667 | 374 | 0.9485 | 0.4305 | 0.9485 | 0.9739 |
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- | No log | 5.6970 | 376 | 0.9066 | 0.3671 | 0.9066 | 0.9521 |
240
- | No log | 5.7273 | 378 | 0.8974 | 0.3796 | 0.8974 | 0.9473 |
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- | No log | 5.7576 | 380 | 0.9151 | 0.3365 | 0.9151 | 0.9566 |
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- | No log | 5.7879 | 382 | 0.9505 | 0.3411 | 0.9505 | 0.9750 |
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- | No log | 5.8182 | 384 | 0.9751 | 0.3558 | 0.9751 | 0.9875 |
244
- | No log | 5.8485 | 386 | 1.0762 | 0.3033 | 1.0762 | 1.0374 |
245
- | No log | 5.8788 | 388 | 1.1533 | 0.2374 | 1.1533 | 1.0739 |
246
- | No log | 5.9091 | 390 | 1.0984 | 0.3033 | 1.0984 | 1.0480 |
247
- | No log | 5.9394 | 392 | 0.9532 | 0.3411 | 0.9532 | 0.9763 |
248
- | No log | 5.9697 | 394 | 0.9247 | 0.3804 | 0.9247 | 0.9616 |
249
- | No log | 6.0 | 396 | 0.9445 | 0.3804 | 0.9445 | 0.9719 |
250
- | No log | 6.0303 | 398 | 0.9299 | 0.3478 | 0.9299 | 0.9643 |
251
- | No log | 6.0606 | 400 | 0.9704 | 0.2319 | 0.9704 | 0.9851 |
252
- | No log | 6.0909 | 402 | 0.9466 | 0.3421 | 0.9466 | 0.9729 |
253
- | No log | 6.1212 | 404 | 0.9280 | 0.3629 | 0.9280 | 0.9633 |
254
- | No log | 6.1515 | 406 | 0.9318 | 0.3596 | 0.9318 | 0.9653 |
255
- | No log | 6.1818 | 408 | 0.9157 | 0.3596 | 0.9157 | 0.9569 |
256
- | No log | 6.2121 | 410 | 0.9142 | 0.3884 | 0.9142 | 0.9561 |
257
- | No log | 6.2424 | 412 | 0.9570 | 0.3762 | 0.9570 | 0.9783 |
258
- | No log | 6.2727 | 414 | 1.0490 | 0.3782 | 1.0490 | 1.0242 |
259
- | No log | 6.3030 | 416 | 1.0654 | 0.3491 | 1.0654 | 1.0322 |
260
- | No log | 6.3333 | 418 | 0.9984 | 0.2515 | 0.9984 | 0.9992 |
261
- | No log | 6.3636 | 420 | 0.9589 | 0.3017 | 0.9589 | 0.9792 |
262
- | No log | 6.3939 | 422 | 0.9723 | 0.3596 | 0.9723 | 0.9861 |
263
- | No log | 6.4242 | 424 | 0.9766 | 0.3700 | 0.9766 | 0.9882 |
264
- | No log | 6.4545 | 426 | 0.9643 | 0.3493 | 0.9643 | 0.9820 |
265
- | No log | 6.4848 | 428 | 0.9787 | 0.3337 | 0.9787 | 0.9893 |
266
- | No log | 6.5152 | 430 | 1.0094 | 0.2843 | 1.0094 | 1.0047 |
267
- | No log | 6.5455 | 432 | 1.0123 | 0.2697 | 1.0123 | 1.0061 |
268
- | No log | 6.5758 | 434 | 1.0032 | 0.2965 | 1.0032 | 1.0016 |
269
- | No log | 6.6061 | 436 | 1.0001 | 0.2965 | 1.0001 | 1.0001 |
270
- | No log | 6.6364 | 438 | 0.9863 | 0.3421 | 0.9863 | 0.9931 |
271
- | No log | 6.6667 | 440 | 0.9887 | 0.3421 | 0.9887 | 0.9943 |
272
- | No log | 6.6970 | 442 | 0.9961 | 0.3318 | 0.9961 | 0.9981 |
273
- | No log | 6.7273 | 444 | 0.9834 | 0.3271 | 0.9834 | 0.9917 |
274
- | No log | 6.7576 | 446 | 0.9474 | 0.3326 | 0.9474 | 0.9733 |
275
- | No log | 6.7879 | 448 | 0.9375 | 0.3392 | 0.9375 | 0.9683 |
276
- | No log | 6.8182 | 450 | 0.9411 | 0.4361 | 0.9411 | 0.9701 |
277
- | No log | 6.8485 | 452 | 0.9518 | 0.4176 | 0.9518 | 0.9756 |
278
- | No log | 6.8788 | 454 | 0.9383 | 0.4139 | 0.9383 | 0.9687 |
279
- | No log | 6.9091 | 456 | 0.9615 | 0.4084 | 0.9615 | 0.9806 |
280
- | No log | 6.9394 | 458 | 1.0372 | 0.3719 | 1.0372 | 1.0184 |
281
- | No log | 6.9697 | 460 | 1.1320 | 0.3548 | 1.1320 | 1.0639 |
282
- | No log | 7.0 | 462 | 1.1006 | 0.3719 | 1.1006 | 1.0491 |
283
- | No log | 7.0303 | 464 | 1.0040 | 0.3476 | 1.0040 | 1.0020 |
284
- | No log | 7.0606 | 466 | 0.9954 | 0.2843 | 0.9954 | 0.9977 |
285
- | No log | 7.0909 | 468 | 1.0175 | 0.2939 | 1.0175 | 1.0087 |
286
- | No log | 7.1212 | 470 | 1.0562 | 0.3519 | 1.0562 | 1.0277 |
287
- | No log | 7.1515 | 472 | 1.0642 | 0.3033 | 1.0642 | 1.0316 |
288
- | No log | 7.1818 | 474 | 1.0562 | 0.2584 | 1.0562 | 1.0277 |
289
- | No log | 7.2121 | 476 | 1.0238 | 0.3250 | 1.0238 | 1.0118 |
290
- | No log | 7.2424 | 478 | 1.0263 | 0.3307 | 1.0263 | 1.0131 |
291
- | No log | 7.2727 | 480 | 1.0172 | 0.3307 | 1.0172 | 1.0086 |
292
- | No log | 7.3030 | 482 | 0.9912 | 0.3478 | 0.9912 | 0.9956 |
293
- | No log | 7.3333 | 484 | 0.9609 | 0.3779 | 0.9609 | 0.9803 |
294
- | No log | 7.3636 | 486 | 0.9411 | 0.4140 | 0.9411 | 0.9701 |
295
- | No log | 7.3939 | 488 | 0.9375 | 0.4098 | 0.9375 | 0.9682 |
296
- | No log | 7.4242 | 490 | 0.9406 | 0.4098 | 0.9406 | 0.9698 |
297
- | No log | 7.4545 | 492 | 0.9381 | 0.3337 | 0.9381 | 0.9685 |
298
- | No log | 7.4848 | 494 | 0.9651 | 0.2914 | 0.9651 | 0.9824 |
299
- | No log | 7.5152 | 496 | 1.0253 | 0.3930 | 1.0253 | 1.0126 |
300
- | No log | 7.5455 | 498 | 1.0197 | 0.3036 | 1.0197 | 1.0098 |
301
- | 0.3523 | 7.5758 | 500 | 0.9836 | 0.2864 | 0.9836 | 0.9918 |
302
- | 0.3523 | 7.6061 | 502 | 1.0032 | 0.2944 | 1.0032 | 1.0016 |
303
- | 0.3523 | 7.6364 | 504 | 1.0168 | 0.3401 | 1.0168 | 1.0083 |
304
- | 0.3523 | 7.6667 | 506 | 0.9990 | 0.2843 | 0.9990 | 0.9995 |
305
- | 0.3523 | 7.6970 | 508 | 0.9948 | 0.2864 | 0.9948 | 0.9974 |
306
- | 0.3523 | 7.7273 | 510 | 1.0235 | 0.3457 | 1.0235 | 1.0117 |
307
- | 0.3523 | 7.7576 | 512 | 1.0305 | 0.3602 | 1.0305 | 1.0151 |
308
- | 0.3523 | 7.7879 | 514 | 1.0059 | 0.3602 | 1.0059 | 1.0030 |
309
- | 0.3523 | 7.8182 | 516 | 0.9827 | 0.3195 | 0.9827 | 0.9913 |
310
- | 0.3523 | 7.8485 | 518 | 0.9780 | 0.3724 | 0.9780 | 0.9889 |
311
- | 0.3523 | 7.8788 | 520 | 0.9732 | 0.3724 | 0.9732 | 0.9865 |
312
- | 0.3523 | 7.9091 | 522 | 0.9688 | 0.3970 | 0.9688 | 0.9843 |
313
- | 0.3523 | 7.9394 | 524 | 0.9754 | 0.3373 | 0.9754 | 0.9876 |
314
- | 0.3523 | 7.9697 | 526 | 0.9630 | 0.3723 | 0.9630 | 0.9813 |
315
- | 0.3523 | 8.0 | 528 | 0.9610 | 0.3952 | 0.9610 | 0.9803 |
316
- | 0.3523 | 8.0303 | 530 | 0.9673 | 0.3952 | 0.9673 | 0.9835 |
317
- | 0.3523 | 8.0606 | 532 | 0.9716 | 0.3908 | 0.9716 | 0.9857 |
318
- | 0.3523 | 8.0909 | 534 | 0.9777 | 0.3960 | 0.9777 | 0.9888 |
319
- | 0.3523 | 8.1212 | 536 | 1.0046 | 0.3897 | 1.0046 | 1.0023 |
320
- | 0.3523 | 8.1515 | 538 | 1.0039 | 0.3756 | 1.0039 | 1.0020 |
321
- | 0.3523 | 8.1818 | 540 | 0.9611 | 0.4012 | 0.9611 | 0.9804 |
322
- | 0.3523 | 8.2121 | 542 | 0.9315 | 0.3629 | 0.9315 | 0.9652 |
323
- | 0.3523 | 8.2424 | 544 | 0.9149 | 0.3840 | 0.9149 | 0.9565 |
324
- | 0.3523 | 8.2727 | 546 | 0.8860 | 0.3994 | 0.8860 | 0.9413 |
325
- | 0.3523 | 8.3030 | 548 | 0.8645 | 0.4077 | 0.8645 | 0.9298 |
326
- | 0.3523 | 8.3333 | 550 | 0.8729 | 0.4235 | 0.8729 | 0.9343 |
327
- | 0.3523 | 8.3636 | 552 | 0.8661 | 0.4828 | 0.8661 | 0.9307 |
328
- | 0.3523 | 8.3939 | 554 | 0.8420 | 0.4726 | 0.8420 | 0.9176 |
329
- | 0.3523 | 8.4242 | 556 | 0.8514 | 0.4243 | 0.8514 | 0.9227 |
330
- | 0.3523 | 8.4545 | 558 | 0.8665 | 0.4098 | 0.8665 | 0.9309 |
331
- | 0.3523 | 8.4848 | 560 | 0.8774 | 0.4726 | 0.8774 | 0.9367 |
332
- | 0.3523 | 8.5152 | 562 | 0.9582 | 0.3852 | 0.9582 | 0.9789 |
333
- | 0.3523 | 8.5455 | 564 | 0.9754 | 0.3891 | 0.9754 | 0.9876 |
334
- | 0.3523 | 8.5758 | 566 | 0.9833 | 0.3532 | 0.9833 | 0.9916 |
335
- | 0.3523 | 8.6061 | 568 | 0.9952 | 0.3149 | 0.9952 | 0.9976 |
336
- | 0.3523 | 8.6364 | 570 | 0.9874 | 0.3476 | 0.9874 | 0.9937 |
337
- | 0.3523 | 8.6667 | 572 | 0.9510 | 0.3338 | 0.9510 | 0.9752 |
338
- | 0.3523 | 8.6970 | 574 | 0.9081 | 0.3787 | 0.9081 | 0.9529 |
339
- | 0.3523 | 8.7273 | 576 | 0.8981 | 0.3994 | 0.8981 | 0.9477 |
340
- | 0.3523 | 8.7576 | 578 | 0.8880 | 0.4356 | 0.8880 | 0.9423 |
341
- | 0.3523 | 8.7879 | 580 | 0.9164 | 0.4460 | 0.9164 | 0.9573 |
342
- | 0.3523 | 8.8182 | 582 | 1.0055 | 0.3963 | 1.0055 | 1.0027 |
343
- | 0.3523 | 8.8485 | 584 | 1.0040 | 0.3584 | 1.0040 | 1.0020 |
344
- | 0.3523 | 8.8788 | 586 | 0.9448 | 0.3930 | 0.9448 | 0.9720 |
345
- | 0.3523 | 8.9091 | 588 | 0.9560 | 0.4310 | 0.9560 | 0.9778 |
346
- | 0.3523 | 8.9394 | 590 | 0.9409 | 0.3704 | 0.9409 | 0.9700 |
347
- | 0.3523 | 8.9697 | 592 | 0.9167 | 0.3822 | 0.9167 | 0.9575 |
348
- | 0.3523 | 9.0 | 594 | 0.9220 | 0.3933 | 0.9220 | 0.9602 |
349
- | 0.3523 | 9.0303 | 596 | 0.9509 | 0.3463 | 0.9509 | 0.9751 |
350
- | 0.3523 | 9.0606 | 598 | 0.9555 | 0.3463 | 0.9555 | 0.9775 |
351
- | 0.3523 | 9.0909 | 600 | 0.9536 | 0.3674 | 0.9536 | 0.9765 |
352
- | 0.3523 | 9.1212 | 602 | 0.9844 | 0.3115 | 0.9844 | 0.9922 |
353
- | 0.3523 | 9.1515 | 604 | 1.0019 | 0.3115 | 1.0019 | 1.0009 |
354
- | 0.3523 | 9.1818 | 606 | 0.9892 | 0.3467 | 0.9892 | 0.9946 |
355
- | 0.3523 | 9.2121 | 608 | 0.9887 | 0.3223 | 0.9887 | 0.9943 |
356
- | 0.3523 | 9.2424 | 610 | 1.0364 | 0.2673 | 1.0364 | 1.0181 |
357
- | 0.3523 | 9.2727 | 612 | 1.0461 | 0.2893 | 1.0461 | 1.0228 |
358
- | 0.3523 | 9.3030 | 614 | 1.0204 | 0.2692 | 1.0204 | 1.0102 |
359
- | 0.3523 | 9.3333 | 616 | 1.0150 | 0.3356 | 1.0150 | 1.0074 |
360
- | 0.3523 | 9.3636 | 618 | 1.0124 | 0.3356 | 1.0124 | 1.0062 |
361
- | 0.3523 | 9.3939 | 620 | 0.9918 | 0.3374 | 0.9918 | 0.9959 |
362
- | 0.3523 | 9.4242 | 622 | 0.9725 | 0.3779 | 0.9725 | 0.9862 |
363
- | 0.3523 | 9.4545 | 624 | 0.9511 | 0.4036 | 0.9511 | 0.9753 |
364
- | 0.3523 | 9.4848 | 626 | 0.9404 | 0.3779 | 0.9404 | 0.9697 |
365
- | 0.3523 | 9.5152 | 628 | 0.9401 | 0.3884 | 0.9401 | 0.9696 |
366
- | 0.3523 | 9.5455 | 630 | 0.9394 | 0.3734 | 0.9394 | 0.9692 |
367
- | 0.3523 | 9.5758 | 632 | 0.9362 | 0.3734 | 0.9362 | 0.9676 |
368
- | 0.3523 | 9.6061 | 634 | 0.9287 | 0.3884 | 0.9287 | 0.9637 |
369
- | 0.3523 | 9.6364 | 636 | 0.9478 | 0.3806 | 0.9478 | 0.9736 |
370
- | 0.3523 | 9.6667 | 638 | 1.0011 | 0.4613 | 1.0011 | 1.0005 |
371
- | 0.3523 | 9.6970 | 640 | 1.0252 | 0.3869 | 1.0252 | 1.0125 |
372
- | 0.3523 | 9.7273 | 642 | 0.9990 | 0.4287 | 0.9990 | 0.9995 |
373
- | 0.3523 | 9.7576 | 644 | 0.9491 | 0.3671 | 0.9491 | 0.9742 |
374
- | 0.3523 | 9.7879 | 646 | 0.9195 | 0.3884 | 0.9195 | 0.9589 |
375
- | 0.3523 | 9.8182 | 648 | 0.9427 | 0.3069 | 0.9427 | 0.9709 |
376
- | 0.3523 | 9.8485 | 650 | 0.9465 | 0.3577 | 0.9465 | 0.9729 |
377
- | 0.3523 | 9.8788 | 652 | 0.9396 | 0.3847 | 0.9396 | 0.9693 |
378
- | 0.3523 | 9.9091 | 654 | 0.9630 | 0.3779 | 0.9630 | 0.9813 |
379
- | 0.3523 | 9.9394 | 656 | 0.9982 | 0.2614 | 0.9982 | 0.9991 |
380
- | 0.3523 | 9.9697 | 658 | 1.0712 | 0.1797 | 1.0712 | 1.0350 |
381
- | 0.3523 | 10.0 | 660 | 1.1124 | 0.2232 | 1.1124 | 1.0547 |
382
- | 0.3523 | 10.0303 | 662 | 1.1415 | 0.2374 | 1.1415 | 1.0684 |
383
- | 0.3523 | 10.0606 | 664 | 1.1562 | 0.2243 | 1.1562 | 1.0752 |
384
 
385
 
386
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k19_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k19_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.9056
19
+ - Qwk: 0.3847
20
+ - Mse: 0.9056
21
+ - Rmse: 0.9516
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0294 | 2 | 4.8810 | -0.0075 | 4.8810 | 2.2093 |
53
+ | No log | 0.0588 | 4 | 3.1622 | -0.0384 | 3.1622 | 1.7783 |
54
+ | No log | 0.0882 | 6 | 2.1046 | -0.0164 | 2.1046 | 1.4507 |
55
+ | No log | 0.1176 | 8 | 2.0402 | -0.0303 | 2.0402 | 1.4284 |
56
+ | No log | 0.1471 | 10 | 1.9710 | 0.0062 | 1.9710 | 1.4039 |
57
+ | No log | 0.1765 | 12 | 1.5973 | 0.0372 | 1.5973 | 1.2638 |
58
+ | No log | 0.2059 | 14 | 1.4861 | -0.0146 | 1.4861 | 1.2190 |
59
+ | No log | 0.2353 | 16 | 1.4096 | -0.0368 | 1.4096 | 1.1873 |
60
+ | No log | 0.2647 | 18 | 1.3129 | 0.0613 | 1.3129 | 1.1458 |
61
+ | No log | 0.2941 | 20 | 1.3341 | 0.0613 | 1.3341 | 1.1550 |
62
+ | No log | 0.3235 | 22 | 1.5299 | 0.0818 | 1.5299 | 1.2369 |
63
+ | No log | 0.3529 | 24 | 2.1341 | -0.1062 | 2.1341 | 1.4609 |
64
+ | No log | 0.3824 | 26 | 2.3953 | -0.0685 | 2.3953 | 1.5477 |
65
+ | No log | 0.4118 | 28 | 1.9860 | -0.0156 | 1.9860 | 1.4092 |
66
+ | No log | 0.4412 | 30 | 1.5857 | 0.0936 | 1.5857 | 1.2592 |
67
+ | No log | 0.4706 | 32 | 1.3531 | 0.1530 | 1.3531 | 1.1632 |
68
+ | No log | 0.5 | 34 | 1.4390 | 0.0838 | 1.4390 | 1.1996 |
69
+ | No log | 0.5294 | 36 | 1.4827 | 0.0898 | 1.4827 | 1.2177 |
70
+ | No log | 0.5588 | 38 | 1.3633 | 0.1165 | 1.3633 | 1.1676 |
71
+ | No log | 0.5882 | 40 | 1.3018 | 0.2014 | 1.3018 | 1.1410 |
72
+ | No log | 0.6176 | 42 | 1.3913 | 0.0537 | 1.3913 | 1.1795 |
73
+ | No log | 0.6471 | 44 | 1.6820 | 0.1064 | 1.6820 | 1.2969 |
74
+ | No log | 0.6765 | 46 | 1.7718 | 0.0381 | 1.7718 | 1.3311 |
75
+ | No log | 0.7059 | 48 | 1.8220 | 0.0309 | 1.8220 | 1.3498 |
76
+ | No log | 0.7353 | 50 | 1.5279 | 0.0575 | 1.5279 | 1.2361 |
77
+ | No log | 0.7647 | 52 | 1.2984 | 0.2214 | 1.2984 | 1.1395 |
78
+ | No log | 0.7941 | 54 | 1.2493 | 0.1974 | 1.2493 | 1.1177 |
79
+ | No log | 0.8235 | 56 | 1.4224 | 0.0898 | 1.4224 | 1.1927 |
80
+ | No log | 0.8529 | 58 | 1.6074 | 0.0972 | 1.6074 | 1.2678 |
81
+ | No log | 0.8824 | 60 | 1.9977 | 0.2440 | 1.9977 | 1.4134 |
82
+ | No log | 0.9118 | 62 | 2.1767 | 0.2250 | 2.1767 | 1.4754 |
83
+ | No log | 0.9412 | 64 | 2.1273 | 0.2410 | 2.1273 | 1.4585 |
84
+ | No log | 0.9706 | 66 | 1.8999 | 0.2356 | 1.8999 | 1.3784 |
85
+ | No log | 1.0 | 68 | 1.6042 | 0.1395 | 1.6042 | 1.2666 |
86
+ | No log | 1.0294 | 70 | 1.3335 | 0.0838 | 1.3335 | 1.1548 |
87
+ | No log | 1.0588 | 72 | 1.2043 | 0.1530 | 1.2043 | 1.0974 |
88
+ | No log | 1.0882 | 74 | 1.1156 | 0.2395 | 1.1156 | 1.0562 |
89
+ | No log | 1.1176 | 76 | 1.1261 | 0.2577 | 1.1261 | 1.0612 |
90
+ | No log | 1.1471 | 78 | 1.1806 | 0.2243 | 1.1806 | 1.0865 |
91
+ | No log | 1.1765 | 80 | 1.2470 | 0.1675 | 1.2470 | 1.1167 |
92
+ | No log | 1.2059 | 82 | 1.3386 | 0.0784 | 1.3386 | 1.1570 |
93
+ | No log | 1.2353 | 84 | 1.3361 | 0.1141 | 1.3361 | 1.1559 |
94
+ | No log | 1.2647 | 86 | 1.4851 | 0.1535 | 1.4851 | 1.2187 |
95
+ | No log | 1.2941 | 88 | 1.7205 | 0.2312 | 1.7205 | 1.3117 |
96
+ | No log | 1.3235 | 90 | 1.6493 | 0.2655 | 1.6493 | 1.2843 |
97
+ | No log | 1.3529 | 92 | 1.2980 | 0.1601 | 1.2980 | 1.1393 |
98
+ | No log | 1.3824 | 94 | 1.1446 | 0.2191 | 1.1446 | 1.0698 |
99
+ | No log | 1.4118 | 96 | 1.1082 | 0.2718 | 1.1082 | 1.0527 |
100
+ | No log | 1.4412 | 98 | 1.1665 | 0.2191 | 1.1665 | 1.0800 |
101
+ | No log | 1.4706 | 100 | 1.3960 | 0.1902 | 1.3960 | 1.1815 |
102
+ | No log | 1.5 | 102 | 1.5474 | 0.2567 | 1.5474 | 1.2439 |
103
+ | No log | 1.5294 | 104 | 1.6052 | 0.3316 | 1.6052 | 1.2670 |
104
+ | No log | 1.5588 | 106 | 1.3406 | 0.1785 | 1.3406 | 1.1579 |
105
+ | No log | 1.5882 | 108 | 1.1422 | 0.2245 | 1.1422 | 1.0688 |
106
+ | No log | 1.6176 | 110 | 1.1215 | 0.2716 | 1.1215 | 1.0590 |
107
+ | No log | 1.6471 | 112 | 1.0297 | 0.3615 | 1.0297 | 1.0147 |
108
+ | No log | 1.6765 | 114 | 0.9993 | 0.3714 | 0.9993 | 0.9996 |
109
+ | No log | 1.7059 | 116 | 1.0533 | 0.3546 | 1.0533 | 1.0263 |
110
+ | No log | 1.7353 | 118 | 1.1816 | 0.2789 | 1.1816 | 1.0870 |
111
+ | No log | 1.7647 | 120 | 1.2163 | 0.2876 | 1.2163 | 1.1028 |
112
+ | No log | 1.7941 | 122 | 1.2450 | 0.2789 | 1.2450 | 1.1158 |
113
+ | No log | 1.8235 | 124 | 1.2303 | 0.2718 | 1.2303 | 1.1092 |
114
+ | No log | 1.8529 | 126 | 1.3020 | 0.2773 | 1.3020 | 1.1411 |
115
+ | No log | 1.8824 | 128 | 1.3664 | 0.2545 | 1.3664 | 1.1689 |
116
+ | No log | 1.9118 | 130 | 1.3415 | 0.2108 | 1.3415 | 1.1582 |
117
+ | No log | 1.9412 | 132 | 1.2316 | 0.3028 | 1.2316 | 1.1098 |
118
+ | No log | 1.9706 | 134 | 1.1812 | 0.2333 | 1.1812 | 1.0868 |
119
+ | No log | 2.0 | 136 | 1.1906 | 0.2280 | 1.1906 | 1.0912 |
120
+ | No log | 2.0294 | 138 | 1.1121 | 0.2549 | 1.1121 | 1.0545 |
121
+ | No log | 2.0588 | 140 | 1.0022 | 0.4 | 1.0022 | 1.0011 |
122
+ | No log | 2.0882 | 142 | 0.9726 | 0.3352 | 0.9726 | 0.9862 |
123
+ | No log | 2.1176 | 144 | 1.0845 | 0.3111 | 1.0845 | 1.0414 |
124
+ | No log | 2.1471 | 146 | 1.1426 | 0.3201 | 1.1426 | 1.0689 |
125
+ | No log | 2.1765 | 148 | 1.0391 | 0.3734 | 1.0391 | 1.0194 |
126
+ | No log | 2.2059 | 150 | 0.9303 | 0.4316 | 0.9303 | 0.9645 |
127
+ | No log | 2.2353 | 152 | 0.9546 | 0.4652 | 0.9546 | 0.9770 |
128
+ | No log | 2.2647 | 154 | 1.0319 | 0.3805 | 1.0319 | 1.0158 |
129
+ | No log | 2.2941 | 156 | 1.0518 | 0.3650 | 1.0518 | 1.0256 |
130
+ | No log | 2.3235 | 158 | 1.0001 | 0.3399 | 1.0001 | 1.0000 |
131
+ | No log | 2.3529 | 160 | 0.9388 | 0.4489 | 0.9388 | 0.9689 |
132
+ | No log | 2.3824 | 162 | 0.9530 | 0.4830 | 0.9530 | 0.9762 |
133
+ | No log | 2.4118 | 164 | 0.9301 | 0.5466 | 0.9301 | 0.9644 |
134
+ | No log | 2.4412 | 166 | 0.9336 | 0.4477 | 0.9336 | 0.9662 |
135
+ | No log | 2.4706 | 168 | 0.9690 | 0.4607 | 0.9690 | 0.9844 |
136
+ | No log | 2.5 | 170 | 0.9611 | 0.4731 | 0.9611 | 0.9804 |
137
+ | No log | 2.5294 | 172 | 0.9319 | 0.4290 | 0.9319 | 0.9653 |
138
+ | No log | 2.5588 | 174 | 0.9287 | 0.3155 | 0.9287 | 0.9637 |
139
+ | No log | 2.5882 | 176 | 0.9440 | 0.3758 | 0.9440 | 0.9716 |
140
+ | No log | 2.6176 | 178 | 0.9731 | 0.4304 | 0.9731 | 0.9864 |
141
+ | No log | 2.6471 | 180 | 0.9922 | 0.4196 | 0.9922 | 0.9961 |
142
+ | No log | 2.6765 | 182 | 1.1396 | 0.4186 | 1.1396 | 1.0675 |
143
+ | No log | 2.7059 | 184 | 1.2867 | 0.4429 | 1.2867 | 1.1343 |
144
+ | No log | 2.7353 | 186 | 1.1530 | 0.3967 | 1.1530 | 1.0738 |
145
+ | No log | 2.7647 | 188 | 1.0222 | 0.3368 | 1.0222 | 1.0110 |
146
+ | No log | 2.7941 | 190 | 0.9776 | 0.4808 | 0.9776 | 0.9888 |
147
+ | No log | 2.8235 | 192 | 0.9739 | 0.4808 | 0.9739 | 0.9869 |
148
+ | No log | 2.8529 | 194 | 0.9657 | 0.4493 | 0.9657 | 0.9827 |
149
+ | No log | 2.8824 | 196 | 0.9875 | 0.3476 | 0.9875 | 0.9937 |
150
+ | No log | 2.9118 | 198 | 0.9709 | 0.4618 | 0.9709 | 0.9853 |
151
+ | No log | 2.9412 | 200 | 0.9683 | 0.4318 | 0.9683 | 0.9840 |
152
+ | No log | 2.9706 | 202 | 0.9532 | 0.4618 | 0.9532 | 0.9763 |
153
+ | No log | 3.0 | 204 | 0.9458 | 0.3892 | 0.9458 | 0.9725 |
154
+ | No log | 3.0294 | 206 | 1.0534 | 0.4320 | 1.0534 | 1.0263 |
155
+ | No log | 3.0588 | 208 | 1.0890 | 0.3833 | 1.0890 | 1.0436 |
156
+ | No log | 3.0882 | 210 | 0.9438 | 0.3243 | 0.9438 | 0.9715 |
157
+ | No log | 3.1176 | 212 | 0.8939 | 0.4089 | 0.8939 | 0.9455 |
158
+ | No log | 3.1471 | 214 | 0.9705 | 0.4845 | 0.9705 | 0.9851 |
159
+ | No log | 3.1765 | 216 | 0.9089 | 0.4328 | 0.9089 | 0.9533 |
160
+ | No log | 3.2059 | 218 | 0.9260 | 0.4042 | 0.9260 | 0.9623 |
161
+ | No log | 3.2353 | 220 | 1.2044 | 0.4022 | 1.2044 | 1.0975 |
162
+ | No log | 3.2647 | 222 | 1.2406 | 0.4057 | 1.2406 | 1.1138 |
163
+ | No log | 3.2941 | 224 | 0.9922 | 0.4431 | 0.9922 | 0.9961 |
164
+ | No log | 3.3235 | 226 | 0.9383 | 0.4559 | 0.9383 | 0.9686 |
165
+ | No log | 3.3529 | 228 | 1.0431 | 0.4251 | 1.0431 | 1.0213 |
166
+ | No log | 3.3824 | 230 | 0.9886 | 0.4607 | 0.9886 | 0.9943 |
167
+ | No log | 3.4118 | 232 | 0.8903 | 0.4037 | 0.8903 | 0.9436 |
168
+ | No log | 3.4412 | 234 | 0.9841 | 0.4341 | 0.9841 | 0.9920 |
169
+ | No log | 3.4706 | 236 | 1.0144 | 0.4172 | 1.0144 | 1.0072 |
170
+ | No log | 3.5 | 238 | 0.9476 | 0.4156 | 0.9476 | 0.9735 |
171
+ | No log | 3.5294 | 240 | 0.8913 | 0.3692 | 0.8913 | 0.9441 |
172
+ | No log | 3.5588 | 242 | 0.8986 | 0.3796 | 0.8986 | 0.9479 |
173
+ | No log | 3.5882 | 244 | 0.9028 | 0.3938 | 0.9028 | 0.9502 |
174
+ | No log | 3.6176 | 246 | 0.8943 | 0.3979 | 0.8943 | 0.9456 |
175
+ | No log | 3.6471 | 248 | 0.9075 | 0.3773 | 0.9075 | 0.9526 |
176
+ | No log | 3.6765 | 250 | 0.8852 | 0.3969 | 0.8852 | 0.9409 |
177
+ | No log | 3.7059 | 252 | 0.8824 | 0.4626 | 0.8824 | 0.9394 |
178
+ | No log | 3.7353 | 254 | 0.8816 | 0.4877 | 0.8816 | 0.9389 |
179
+ | No log | 3.7647 | 256 | 0.8935 | 0.4829 | 0.8935 | 0.9453 |
180
+ | No log | 3.7941 | 258 | 0.9015 | 0.4321 | 0.9015 | 0.9495 |
181
+ | No log | 3.8235 | 260 | 0.9729 | 0.4068 | 0.9729 | 0.9863 |
182
+ | No log | 3.8529 | 262 | 0.9958 | 0.4524 | 0.9958 | 0.9979 |
183
+ | No log | 3.8824 | 264 | 0.9201 | 0.3820 | 0.9201 | 0.9592 |
184
+ | No log | 3.9118 | 266 | 0.8863 | 0.4218 | 0.8863 | 0.9414 |
185
+ | No log | 3.9412 | 268 | 0.8869 | 0.3650 | 0.8869 | 0.9418 |
186
+ | No log | 3.9706 | 270 | 0.9150 | 0.3463 | 0.9150 | 0.9565 |
187
+ | No log | 4.0 | 272 | 1.0122 | 0.4492 | 1.0122 | 1.0061 |
188
+ | No log | 4.0294 | 274 | 1.0499 | 0.4431 | 1.0499 | 1.0246 |
189
+ | No log | 4.0588 | 276 | 0.9801 | 0.3775 | 0.9801 | 0.9900 |
190
+ | No log | 4.0882 | 278 | 0.9294 | 0.3224 | 0.9294 | 0.9641 |
191
+ | No log | 4.1176 | 280 | 0.9570 | 0.3564 | 0.9570 | 0.9783 |
192
+ | No log | 4.1471 | 282 | 0.9924 | 0.3786 | 0.9924 | 0.9962 |
193
+ | No log | 4.1765 | 284 | 0.9484 | 0.3590 | 0.9484 | 0.9739 |
194
+ | No log | 4.2059 | 286 | 0.9174 | 0.3468 | 0.9174 | 0.9578 |
195
+ | No log | 4.2353 | 288 | 0.9282 | 0.3134 | 0.9282 | 0.9634 |
196
+ | No log | 4.2647 | 290 | 0.9414 | 0.3468 | 0.9414 | 0.9703 |
197
+ | No log | 4.2941 | 292 | 0.9424 | 0.3039 | 0.9424 | 0.9708 |
198
+ | No log | 4.3235 | 294 | 0.9482 | 0.3089 | 0.9482 | 0.9738 |
199
+ | No log | 4.3529 | 296 | 0.9455 | 0.3511 | 0.9455 | 0.9724 |
200
+ | No log | 4.3824 | 298 | 0.9539 | 0.3255 | 0.9539 | 0.9767 |
201
+ | No log | 4.4118 | 300 | 0.9518 | 0.3194 | 0.9518 | 0.9756 |
202
+ | No log | 4.4412 | 302 | 0.9418 | 0.3217 | 0.9418 | 0.9704 |
203
+ | No log | 4.4706 | 304 | 0.9851 | 0.3820 | 0.9851 | 0.9925 |
204
+ | No log | 4.5 | 306 | 0.9815 | 0.3564 | 0.9815 | 0.9907 |
205
+ | No log | 4.5294 | 308 | 0.9553 | 0.2944 | 0.9553 | 0.9774 |
206
+ | No log | 4.5588 | 310 | 0.9622 | 0.2728 | 0.9622 | 0.9809 |
207
+ | No log | 4.5882 | 312 | 0.9601 | 0.2534 | 0.9601 | 0.9799 |
208
+ | No log | 4.6176 | 314 | 0.9712 | 0.3564 | 0.9712 | 0.9855 |
209
+ | No log | 4.6471 | 316 | 0.9822 | 0.3564 | 0.9822 | 0.9910 |
210
+ | No log | 4.6765 | 318 | 0.9578 | 0.3854 | 0.9578 | 0.9787 |
211
+ | No log | 4.7059 | 320 | 0.9552 | 0.2850 | 0.9552 | 0.9774 |
212
+ | No log | 4.7353 | 322 | 0.9593 | 0.3036 | 0.9593 | 0.9794 |
213
+ | No log | 4.7647 | 324 | 0.9844 | 0.2832 | 0.9844 | 0.9922 |
214
+ | No log | 4.7941 | 326 | 1.0426 | 0.3453 | 1.0426 | 1.0211 |
215
+ | No log | 4.8235 | 328 | 1.0655 | 0.3142 | 1.0655 | 1.0322 |
216
+ | No log | 4.8529 | 330 | 1.0071 | 0.2896 | 1.0071 | 1.0036 |
217
+ | No log | 4.8824 | 332 | 0.9550 | 0.3066 | 0.9550 | 0.9772 |
218
+ | No log | 4.9118 | 334 | 0.9724 | 0.4062 | 0.9724 | 0.9861 |
219
+ | No log | 4.9412 | 336 | 0.9644 | 0.3169 | 0.9644 | 0.9820 |
220
+ | No log | 4.9706 | 338 | 0.9483 | 0.3196 | 0.9483 | 0.9738 |
221
+ | No log | 5.0 | 340 | 0.9703 | 0.3298 | 0.9703 | 0.9851 |
222
+ | No log | 5.0294 | 342 | 0.9792 | 0.2916 | 0.9792 | 0.9896 |
223
+ | No log | 5.0588 | 344 | 0.9885 | 0.3020 | 0.9885 | 0.9942 |
224
+ | No log | 5.0882 | 346 | 1.0059 | 0.3564 | 1.0059 | 1.0030 |
225
+ | No log | 5.1176 | 348 | 0.9742 | 0.3957 | 0.9742 | 0.9870 |
226
+ | No log | 5.1471 | 350 | 0.9615 | 0.3854 | 0.9615 | 0.9805 |
227
+ | No log | 5.1765 | 352 | 0.9437 | 0.3896 | 0.9437 | 0.9715 |
228
+ | No log | 5.2059 | 354 | 0.9424 | 0.3930 | 0.9424 | 0.9708 |
229
+ | No log | 5.2353 | 356 | 0.9417 | 0.4254 | 0.9417 | 0.9704 |
230
+ | No log | 5.2647 | 358 | 0.9471 | 0.4444 | 0.9471 | 0.9732 |
231
+ | No log | 5.2941 | 360 | 0.9515 | 0.4254 | 0.9515 | 0.9755 |
232
+ | No log | 5.3235 | 362 | 0.9594 | 0.2943 | 0.9594 | 0.9795 |
233
+ | No log | 5.3529 | 364 | 0.9593 | 0.3381 | 0.9593 | 0.9794 |
234
+ | No log | 5.3824 | 366 | 0.9272 | 0.2730 | 0.9272 | 0.9629 |
235
+ | No log | 5.4118 | 368 | 0.9179 | 0.3961 | 0.9179 | 0.9580 |
236
+ | No log | 5.4412 | 370 | 0.9414 | 0.4062 | 0.9414 | 0.9702 |
237
+ | No log | 5.4706 | 372 | 0.9098 | 0.3551 | 0.9098 | 0.9539 |
238
+ | No log | 5.5 | 374 | 0.8886 | 0.3223 | 0.8886 | 0.9426 |
239
+ | No log | 5.5294 | 376 | 0.8906 | 0.3223 | 0.8906 | 0.9437 |
240
+ | No log | 5.5588 | 378 | 0.8847 | 0.4242 | 0.8847 | 0.9406 |
241
+ | No log | 5.5882 | 380 | 0.8932 | 0.4439 | 0.8932 | 0.9451 |
242
+ | No log | 5.6176 | 382 | 0.8724 | 0.4963 | 0.8724 | 0.9340 |
243
+ | No log | 5.6471 | 384 | 0.8636 | 0.5415 | 0.8637 | 0.9293 |
244
+ | No log | 5.6765 | 386 | 0.8548 | 0.5524 | 0.8548 | 0.9246 |
245
+ | No log | 5.7059 | 388 | 0.8894 | 0.4429 | 0.8894 | 0.9431 |
246
+ | No log | 5.7353 | 390 | 0.9854 | 0.4259 | 0.9854 | 0.9927 |
247
+ | No log | 5.7647 | 392 | 0.9678 | 0.4622 | 0.9678 | 0.9838 |
248
+ | No log | 5.7941 | 394 | 0.8955 | 0.5270 | 0.8955 | 0.9463 |
249
+ | No log | 5.8235 | 396 | 0.9279 | 0.3813 | 0.9279 | 0.9633 |
250
+ | No log | 5.8529 | 398 | 1.0477 | 0.4435 | 1.0477 | 1.0236 |
251
+ | No log | 5.8824 | 400 | 1.0140 | 0.4435 | 1.0140 | 1.0070 |
252
+ | No log | 5.9118 | 402 | 0.9191 | 0.3913 | 0.9191 | 0.9587 |
253
+ | No log | 5.9412 | 404 | 0.9054 | 0.5322 | 0.9054 | 0.9515 |
254
+ | No log | 5.9706 | 406 | 0.9142 | 0.3854 | 0.9142 | 0.9561 |
255
+ | No log | 6.0 | 408 | 0.9184 | 0.3596 | 0.9184 | 0.9584 |
256
+ | No log | 6.0294 | 410 | 0.9248 | 0.3223 | 0.9248 | 0.9616 |
257
+ | No log | 6.0588 | 412 | 0.9272 | 0.3822 | 0.9272 | 0.9629 |
258
+ | No log | 6.0882 | 414 | 0.9272 | 0.3753 | 0.9272 | 0.9629 |
259
+ | No log | 6.1176 | 416 | 0.9066 | 0.3615 | 0.9066 | 0.9522 |
260
+ | No log | 6.1471 | 418 | 0.8964 | 0.3762 | 0.8964 | 0.9468 |
261
+ | No log | 6.1765 | 420 | 0.8813 | 0.3310 | 0.8813 | 0.9388 |
262
+ | No log | 6.2059 | 422 | 0.8653 | 0.4100 | 0.8653 | 0.9302 |
263
+ | No log | 6.2353 | 424 | 0.8968 | 0.3767 | 0.8968 | 0.9470 |
264
+ | No log | 6.2647 | 426 | 0.9364 | 0.3881 | 0.9364 | 0.9677 |
265
+ | No log | 6.2941 | 428 | 0.8879 | 0.3709 | 0.8879 | 0.9423 |
266
+ | No log | 6.3235 | 430 | 0.8880 | 0.3709 | 0.8880 | 0.9423 |
267
+ | No log | 6.3529 | 432 | 0.9216 | 0.3601 | 0.9216 | 0.9600 |
268
+ | No log | 6.3824 | 434 | 1.0199 | 0.4171 | 1.0199 | 1.0099 |
269
+ | No log | 6.4118 | 436 | 1.0097 | 0.4135 | 1.0097 | 1.0048 |
270
+ | No log | 6.4412 | 438 | 0.8899 | 0.3250 | 0.8899 | 0.9434 |
271
+ | No log | 6.4706 | 440 | 0.8477 | 0.3884 | 0.8477 | 0.9207 |
272
+ | No log | 6.5 | 442 | 0.8576 | 0.3744 | 0.8576 | 0.9261 |
273
+ | No log | 6.5294 | 444 | 0.8714 | 0.3427 | 0.8714 | 0.9335 |
274
+ | No log | 6.5588 | 446 | 0.9172 | 0.3989 | 0.9172 | 0.9577 |
275
+ | No log | 6.5882 | 448 | 0.9370 | 0.3989 | 0.9370 | 0.9680 |
276
+ | No log | 6.6176 | 450 | 0.8967 | 0.3829 | 0.8967 | 0.9470 |
277
+ | No log | 6.6471 | 452 | 0.9255 | 0.4539 | 0.9255 | 0.9620 |
278
+ | No log | 6.6765 | 454 | 0.9665 | 0.3841 | 0.9665 | 0.9831 |
279
+ | No log | 6.7059 | 456 | 0.9446 | 0.4300 | 0.9446 | 0.9719 |
280
+ | No log | 6.7353 | 458 | 0.8866 | 0.3998 | 0.8866 | 0.9416 |
281
+ | No log | 6.7647 | 460 | 0.8891 | 0.4260 | 0.8891 | 0.9429 |
282
+ | No log | 6.7941 | 462 | 0.8846 | 0.4012 | 0.8846 | 0.9406 |
283
+ | No log | 6.8235 | 464 | 0.8665 | 0.3787 | 0.8665 | 0.9309 |
284
+ | No log | 6.8529 | 466 | 0.8653 | 0.3998 | 0.8653 | 0.9302 |
285
+ | No log | 6.8824 | 468 | 0.8660 | 0.3700 | 0.8660 | 0.9306 |
286
+ | No log | 6.9118 | 470 | 0.8467 | 0.3890 | 0.8467 | 0.9201 |
287
+ | No log | 6.9412 | 472 | 0.8335 | 0.4079 | 0.8335 | 0.9130 |
288
+ | No log | 6.9706 | 474 | 0.8325 | 0.4181 | 0.8325 | 0.9124 |
289
+ | No log | 7.0 | 476 | 0.8413 | 0.4181 | 0.8413 | 0.9172 |
290
+ | No log | 7.0294 | 478 | 0.8559 | 0.4100 | 0.8559 | 0.9251 |
291
+ | No log | 7.0588 | 480 | 0.8994 | 0.4444 | 0.8994 | 0.9484 |
292
+ | No log | 7.0882 | 482 | 0.9572 | 0.4398 | 0.9572 | 0.9784 |
293
+ | No log | 7.1176 | 484 | 0.9426 | 0.3169 | 0.9426 | 0.9709 |
294
+ | No log | 7.1471 | 486 | 0.9126 | 0.3641 | 0.9126 | 0.9553 |
295
+ | No log | 7.1765 | 488 | 0.9773 | 0.3930 | 0.9773 | 0.9886 |
296
+ | No log | 7.2059 | 490 | 1.0860 | 0.3511 | 1.0860 | 1.0421 |
297
+ | No log | 7.2353 | 492 | 1.0774 | 0.3511 | 1.0774 | 1.0380 |
298
+ | No log | 7.2647 | 494 | 0.9773 | 0.3930 | 0.9773 | 0.9886 |
299
+ | No log | 7.2941 | 496 | 0.8984 | 0.3695 | 0.8984 | 0.9479 |
300
+ | No log | 7.3235 | 498 | 0.9040 | 0.4444 | 0.9040 | 0.9508 |
301
+ | 0.362 | 7.3529 | 500 | 0.9363 | 0.4398 | 0.9363 | 0.9676 |
302
+ | 0.362 | 7.3824 | 502 | 0.9065 | 0.3666 | 0.9065 | 0.9521 |
303
+ | 0.362 | 7.4118 | 504 | 0.8668 | 0.3896 | 0.8668 | 0.9310 |
304
+ | 0.362 | 7.4412 | 506 | 0.8714 | 0.3627 | 0.8714 | 0.9335 |
305
+ | 0.362 | 7.4706 | 508 | 0.8791 | 0.3090 | 0.8791 | 0.9376 |
306
+ | 0.362 | 7.5 | 510 | 0.9056 | 0.3847 | 0.9056 | 0.9516 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions