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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k14_task5_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k13_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k13_task5_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.8284
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- - Qwk: 0.3797
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- - Mse: 0.8284
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- - Rmse: 0.9102
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  ## Model description
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@@ -49,261 +49,268 @@ 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 | 0.0328 | 2 | 4.3445 | -0.0355 | 4.3445 | 2.0843 |
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- | No log | 0.0656 | 4 | 2.7341 | -0.0708 | 2.7341 | 1.6535 |
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- | No log | 0.0984 | 6 | 1.7311 | -0.0233 | 1.7311 | 1.3157 |
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- | No log | 0.1311 | 8 | 1.4971 | 0.0881 | 1.4971 | 1.2235 |
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- | No log | 0.1639 | 10 | 1.3522 | 0.0320 | 1.3522 | 1.1628 |
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- | No log | 0.1967 | 12 | 1.1987 | 0.1532 | 1.1987 | 1.0948 |
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- | No log | 0.2295 | 14 | 1.1654 | 0.1431 | 1.1654 | 1.0795 |
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- | No log | 0.2623 | 16 | 1.2601 | 0.2227 | 1.2601 | 1.1226 |
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- | No log | 0.2951 | 18 | 1.0740 | 0.2087 | 1.0740 | 1.0363 |
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- | No log | 0.3279 | 20 | 1.1933 | 0.2915 | 1.1933 | 1.0924 |
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- | No log | 0.3607 | 22 | 1.2720 | 0.2785 | 1.2720 | 1.1278 |
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- | No log | 0.3934 | 24 | 1.1104 | 0.3410 | 1.1104 | 1.0537 |
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- | No log | 0.4262 | 26 | 1.1071 | 0.4211 | 1.1071 | 1.0522 |
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- | No log | 0.4590 | 28 | 1.0762 | 0.4335 | 1.0762 | 1.0374 |
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- | No log | 0.4918 | 30 | 1.2213 | 0.3405 | 1.2213 | 1.1051 |
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- | No log | 0.5246 | 32 | 1.5591 | 0.2170 | 1.5591 | 1.2486 |
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- | No log | 0.5574 | 34 | 1.1592 | 0.3363 | 1.1592 | 1.0767 |
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- | No log | 0.5902 | 36 | 1.0109 | 0.3525 | 1.0109 | 1.0054 |
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- | No log | 0.6230 | 38 | 1.0350 | 0.3358 | 1.0350 | 1.0173 |
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- | No log | 0.6557 | 40 | 1.0013 | 0.3229 | 1.0013 | 1.0007 |
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- | No log | 0.6885 | 42 | 1.1378 | 0.2925 | 1.1378 | 1.0667 |
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- | No log | 0.7213 | 44 | 1.3172 | 0.1778 | 1.3172 | 1.1477 |
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- | No log | 0.7541 | 46 | 1.2753 | 0.2011 | 1.2753 | 1.1293 |
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- | No log | 0.7869 | 48 | 1.1310 | 0.2980 | 1.1310 | 1.0635 |
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- | No log | 0.8197 | 50 | 1.1181 | 0.2968 | 1.1181 | 1.0574 |
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- | No log | 0.8525 | 52 | 1.0830 | 0.2904 | 1.0830 | 1.0407 |
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- | No log | 0.8852 | 54 | 1.0686 | 0.2904 | 1.0686 | 1.0337 |
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- | No log | 0.9180 | 56 | 1.1136 | 0.2754 | 1.1136 | 1.0553 |
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- | No log | 0.9508 | 58 | 1.2630 | 0.2767 | 1.2630 | 1.1238 |
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- | No log | 0.9836 | 60 | 2.1446 | 0.1595 | 2.1446 | 1.4644 |
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- | No log | 1.0164 | 62 | 3.4359 | 0.0580 | 3.4359 | 1.8536 |
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- | No log | 1.0492 | 64 | 3.4284 | 0.0580 | 3.4284 | 1.8516 |
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- | No log | 1.0820 | 66 | 2.4659 | 0.1285 | 2.4659 | 1.5703 |
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- | No log | 1.1148 | 68 | 1.2730 | 0.2993 | 1.2730 | 1.1283 |
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- | No log | 1.1475 | 70 | 1.0917 | 0.3070 | 1.0917 | 1.0449 |
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- | No log | 1.1803 | 72 | 1.1218 | 0.2047 | 1.1218 | 1.0592 |
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- | No log | 1.2131 | 74 | 1.0767 | 0.2300 | 1.0767 | 1.0376 |
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- | No log | 1.2459 | 76 | 1.0892 | 0.1961 | 1.0892 | 1.0437 |
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- | No log | 1.2787 | 78 | 1.4057 | 0.2204 | 1.4057 | 1.1856 |
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- | No log | 1.3115 | 80 | 1.6652 | 0.1791 | 1.6652 | 1.2904 |
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- | No log | 1.3443 | 82 | 1.5222 | 0.2065 | 1.5222 | 1.2338 |
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- | No log | 1.3770 | 84 | 1.6220 | 0.1806 | 1.6220 | 1.2736 |
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- | No log | 1.4098 | 86 | 1.9016 | 0.1780 | 1.9016 | 1.3790 |
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- | No log | 1.4426 | 88 | 1.7483 | 0.1612 | 1.7483 | 1.3222 |
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- | No log | 1.4754 | 90 | 1.3883 | 0.2052 | 1.3883 | 1.1783 |
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- | No log | 1.5082 | 92 | 1.0747 | 0.3066 | 1.0747 | 1.0367 |
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- | No log | 1.5410 | 94 | 1.0272 | 0.3891 | 1.0272 | 1.0135 |
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- | No log | 1.5738 | 96 | 1.1612 | 0.2864 | 1.1612 | 1.0776 |
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- | No log | 1.6066 | 98 | 1.2041 | 0.2998 | 1.2041 | 1.0973 |
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- | No log | 1.6393 | 100 | 1.3617 | 0.1774 | 1.3617 | 1.1669 |
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- | No log | 1.6721 | 102 | 1.2298 | 0.2206 | 1.2298 | 1.1090 |
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- | No log | 1.7049 | 104 | 0.9769 | 0.2995 | 0.9769 | 0.9884 |
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- | No log | 1.7377 | 106 | 1.0226 | 0.4254 | 1.0226 | 1.0113 |
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- | No log | 1.7705 | 108 | 1.0370 | 0.4042 | 1.0370 | 1.0183 |
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- | No log | 1.8033 | 110 | 1.0559 | 0.4313 | 1.0559 | 1.0276 |
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- | No log | 1.8361 | 112 | 1.1233 | 0.2931 | 1.1233 | 1.0599 |
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- | No log | 1.8689 | 114 | 1.1345 | 0.4778 | 1.1345 | 1.0651 |
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- | No log | 1.9016 | 116 | 1.2753 | 0.3208 | 1.2753 | 1.1293 |
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- | No log | 1.9344 | 118 | 1.4080 | 0.3175 | 1.4080 | 1.1866 |
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- | No log | 1.9672 | 120 | 1.3435 | 0.3206 | 1.3435 | 1.1591 |
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- | No log | 2.0 | 122 | 1.1917 | 0.3313 | 1.1917 | 1.0916 |
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- | No log | 2.0328 | 124 | 1.1598 | 0.3753 | 1.1598 | 1.0769 |
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- | No log | 2.0656 | 126 | 1.1666 | 0.3578 | 1.1666 | 1.0801 |
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- | No log | 2.0984 | 128 | 1.1196 | 0.3996 | 1.1196 | 1.0581 |
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- | No log | 2.1311 | 130 | 1.0684 | 0.4328 | 1.0684 | 1.0337 |
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- | No log | 2.1639 | 132 | 1.0743 | 0.3371 | 1.0743 | 1.0365 |
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- | No log | 2.1967 | 134 | 1.0812 | 0.3218 | 1.0812 | 1.0398 |
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- | No log | 2.2295 | 136 | 1.0362 | 0.3689 | 1.0362 | 1.0179 |
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- | No log | 2.2623 | 138 | 1.0444 | 0.3169 | 1.0444 | 1.0220 |
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- | No log | 2.2951 | 140 | 1.1100 | 0.2757 | 1.1100 | 1.0536 |
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- | No log | 2.3279 | 142 | 1.0229 | 0.2808 | 1.0229 | 1.0114 |
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- | No log | 2.3607 | 144 | 1.0008 | 0.2857 | 1.0008 | 1.0004 |
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- | No log | 2.3934 | 146 | 0.9744 | 0.3779 | 0.9744 | 0.9871 |
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- | No log | 2.4262 | 148 | 1.0273 | 0.3372 | 1.0273 | 1.0136 |
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- | No log | 2.4590 | 150 | 0.9912 | 0.4164 | 0.9912 | 0.9956 |
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- | No log | 2.4918 | 152 | 0.9156 | 0.4646 | 0.9156 | 0.9568 |
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- | No log | 2.5246 | 154 | 0.9720 | 0.4266 | 0.9720 | 0.9859 |
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- | No log | 2.5574 | 156 | 0.9571 | 0.5327 | 0.9571 | 0.9783 |
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- | No log | 2.5902 | 158 | 1.0497 | 0.4248 | 1.0497 | 1.0246 |
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- | No log | 2.6230 | 160 | 1.2034 | 0.3961 | 1.2034 | 1.0970 |
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- | No log | 2.6557 | 162 | 1.1537 | 0.3921 | 1.1537 | 1.0741 |
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- | No log | 2.6885 | 164 | 0.9438 | 0.4407 | 0.9438 | 0.9715 |
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- | No log | 2.7213 | 166 | 0.9255 | 0.5224 | 0.9255 | 0.9620 |
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- | No log | 2.7541 | 168 | 0.9364 | 0.3972 | 0.9364 | 0.9677 |
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- | No log | 2.7869 | 170 | 1.0604 | 0.3740 | 1.0604 | 1.0298 |
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- | No log | 2.8197 | 172 | 0.9829 | 0.3346 | 0.9829 | 0.9914 |
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- | No log | 2.8525 | 174 | 0.8984 | 0.3874 | 0.8984 | 0.9478 |
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- | No log | 2.8852 | 176 | 0.9113 | 0.3857 | 0.9113 | 0.9546 |
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- | No log | 2.9180 | 178 | 0.9470 | 0.3578 | 0.9470 | 0.9732 |
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- | No log | 2.9508 | 180 | 0.9371 | 0.3519 | 0.9371 | 0.9680 |
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- | No log | 2.9836 | 182 | 0.9559 | 0.3857 | 0.9559 | 0.9777 |
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- | No log | 3.0164 | 184 | 0.9889 | 0.4546 | 0.9889 | 0.9944 |
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- | No log | 3.0492 | 186 | 0.9800 | 0.3733 | 0.9800 | 0.9900 |
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- | No log | 3.0820 | 188 | 0.9880 | 0.3430 | 0.9880 | 0.9940 |
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- | No log | 3.1148 | 190 | 1.0405 | 0.2903 | 1.0405 | 1.0200 |
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- | No log | 3.1475 | 192 | 1.0542 | 0.3137 | 1.0542 | 1.0267 |
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- | No log | 3.1803 | 194 | 0.9808 | 0.3711 | 0.9808 | 0.9904 |
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- | No log | 3.2131 | 196 | 1.0861 | 0.4032 | 1.0861 | 1.0421 |
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- | No log | 3.2459 | 198 | 1.0910 | 0.4032 | 1.0910 | 1.0445 |
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- | No log | 3.2787 | 200 | 0.9884 | 0.4181 | 0.9884 | 0.9942 |
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- | No log | 3.3115 | 202 | 0.9982 | 0.3474 | 0.9982 | 0.9991 |
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- | No log | 3.3443 | 204 | 1.0306 | 0.4042 | 1.0306 | 1.0152 |
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- | No log | 3.3770 | 206 | 1.0767 | 0.3319 | 1.0767 | 1.0376 |
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- | No log | 3.4098 | 208 | 1.1596 | 0.3134 | 1.1596 | 1.0768 |
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- | No log | 3.4426 | 210 | 1.1522 | 0.3267 | 1.1522 | 1.0734 |
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- | No log | 3.4754 | 212 | 1.1058 | 0.3285 | 1.1058 | 1.0516 |
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- | No log | 3.5082 | 214 | 1.0428 | 0.4511 | 1.0428 | 1.0212 |
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- | No log | 3.5410 | 216 | 0.9855 | 0.3638 | 0.9855 | 0.9927 |
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- | No log | 3.5738 | 218 | 1.0740 | 0.4367 | 1.0740 | 1.0363 |
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- | No log | 3.6066 | 220 | 1.0364 | 0.4367 | 1.0364 | 1.0181 |
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- | No log | 3.6393 | 222 | 0.9500 | 0.3354 | 0.9500 | 0.9747 |
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- | No log | 3.6721 | 224 | 0.9661 | 0.4413 | 0.9661 | 0.9829 |
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- | No log | 3.7049 | 226 | 0.9399 | 0.3931 | 0.9399 | 0.9695 |
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- | No log | 3.7377 | 228 | 0.9088 | 0.3951 | 0.9088 | 0.9533 |
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- | No log | 3.7705 | 230 | 0.9721 | 0.4004 | 0.9721 | 0.9860 |
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- | No log | 3.8033 | 232 | 0.9365 | 0.3661 | 0.9365 | 0.9677 |
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- | No log | 3.8361 | 234 | 0.9871 | 0.3993 | 0.9871 | 0.9935 |
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- | No log | 3.8689 | 236 | 1.0654 | 0.4201 | 1.0654 | 1.0322 |
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- | No log | 3.9016 | 238 | 1.0417 | 0.3793 | 1.0417 | 1.0207 |
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- | No log | 3.9344 | 240 | 1.0047 | 0.4372 | 1.0047 | 1.0024 |
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- | No log | 3.9672 | 242 | 1.0143 | 0.4541 | 1.0143 | 1.0071 |
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- | No log | 4.0 | 244 | 1.0476 | 0.4469 | 1.0476 | 1.0235 |
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- | No log | 4.0328 | 246 | 1.0144 | 0.4067 | 1.0144 | 1.0072 |
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- | No log | 4.0656 | 248 | 0.9540 | 0.2976 | 0.9540 | 0.9767 |
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- | No log | 4.0984 | 250 | 0.9858 | 0.3474 | 0.9858 | 0.9929 |
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- | No log | 4.1311 | 252 | 1.0134 | 0.3198 | 1.0134 | 1.0067 |
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- | No log | 4.1639 | 254 | 1.0117 | 0.2786 | 1.0117 | 1.0058 |
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- | No log | 4.1967 | 256 | 1.0183 | 0.3365 | 1.0183 | 1.0091 |
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- | No log | 4.2295 | 258 | 1.0182 | 0.3608 | 1.0182 | 1.0091 |
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- | No log | 4.2623 | 260 | 1.0125 | 0.3980 | 1.0125 | 1.0062 |
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- | No log | 4.2951 | 262 | 1.0014 | 0.4300 | 1.0014 | 1.0007 |
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- | No log | 4.3279 | 264 | 0.9978 | 0.4572 | 0.9978 | 0.9989 |
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- | No log | 4.3607 | 266 | 0.9333 | 0.4235 | 0.9333 | 0.9661 |
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- | No log | 4.3934 | 268 | 0.9349 | 0.3711 | 0.9349 | 0.9669 |
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- | No log | 4.4262 | 270 | 1.0136 | 0.2863 | 1.0136 | 1.0068 |
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- | No log | 4.4590 | 272 | 1.0127 | 0.2863 | 1.0127 | 1.0063 |
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- | No log | 4.4918 | 274 | 0.9994 | 0.3697 | 0.9994 | 0.9997 |
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- | No log | 4.5246 | 276 | 1.0509 | 0.3367 | 1.0509 | 1.0251 |
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- | No log | 4.5574 | 278 | 1.0618 | 0.3498 | 1.0618 | 1.0304 |
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- | No log | 4.5902 | 280 | 1.0878 | 0.2783 | 1.0878 | 1.0430 |
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- | No log | 4.6230 | 282 | 1.0238 | 0.3914 | 1.0238 | 1.0118 |
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- | No log | 4.6557 | 284 | 0.9669 | 0.3839 | 0.9669 | 0.9833 |
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- | No log | 4.6885 | 286 | 0.9604 | 0.4093 | 0.9604 | 0.9800 |
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- | No log | 4.7213 | 288 | 0.9613 | 0.3821 | 0.9613 | 0.9804 |
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- | No log | 4.7541 | 290 | 0.9770 | 0.3711 | 0.9770 | 0.9884 |
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- | No log | 4.7869 | 292 | 1.0069 | 0.3699 | 1.0069 | 1.0034 |
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- | No log | 4.8197 | 294 | 1.0747 | 0.4454 | 1.0747 | 1.0367 |
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- | No log | 4.8525 | 296 | 1.0565 | 0.4459 | 1.0565 | 1.0279 |
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- | No log | 4.8852 | 298 | 1.0228 | 0.3618 | 1.0228 | 1.0113 |
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- | No log | 4.9180 | 300 | 1.0442 | 0.3261 | 1.0442 | 1.0219 |
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- | No log | 4.9508 | 302 | 1.0692 | 0.3268 | 1.0692 | 1.0340 |
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- | No log | 4.9836 | 304 | 1.1013 | 0.3101 | 1.1013 | 1.0494 |
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- | No log | 5.0164 | 306 | 1.0971 | 0.2864 | 1.0971 | 1.0474 |
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- | No log | 5.0492 | 308 | 1.0896 | 0.3758 | 1.0896 | 1.0438 |
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- | No log | 5.0820 | 310 | 1.0986 | 0.3902 | 1.0986 | 1.0481 |
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- | No log | 5.1148 | 312 | 1.1297 | 0.3019 | 1.1297 | 1.0629 |
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- | No log | 5.1475 | 314 | 1.1759 | 0.3580 | 1.1759 | 1.0844 |
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- | No log | 5.1803 | 316 | 1.1194 | 0.3575 | 1.1194 | 1.0580 |
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- | No log | 5.2131 | 318 | 1.0340 | 0.3715 | 1.0340 | 1.0169 |
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- | No log | 5.2459 | 320 | 1.0062 | 0.3808 | 1.0062 | 1.0031 |
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- | No log | 5.2787 | 322 | 1.0352 | 0.4843 | 1.0352 | 1.0174 |
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- | No log | 5.3115 | 324 | 0.9906 | 0.4722 | 0.9906 | 0.9953 |
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- | No log | 5.3443 | 326 | 0.9008 | 0.3820 | 0.9008 | 0.9491 |
215
- | No log | 5.3770 | 328 | 0.9518 | 0.4067 | 0.9518 | 0.9756 |
216
- | No log | 5.4098 | 330 | 0.9717 | 0.3959 | 0.9717 | 0.9858 |
217
- | No log | 5.4426 | 332 | 0.9255 | 0.3685 | 0.9255 | 0.9620 |
218
- | No log | 5.4754 | 334 | 1.0373 | 0.4004 | 1.0373 | 1.0185 |
219
- | No log | 5.5082 | 336 | 1.2074 | 0.3396 | 1.2074 | 1.0988 |
220
- | No log | 5.5410 | 338 | 1.2000 | 0.3437 | 1.2000 | 1.0954 |
221
- | No log | 5.5738 | 340 | 1.1016 | 0.3959 | 1.1016 | 1.0496 |
222
- | No log | 5.6066 | 342 | 0.9871 | 0.3762 | 0.9871 | 0.9935 |
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- | No log | 5.6393 | 344 | 0.9990 | 0.3286 | 0.9990 | 0.9995 |
224
- | No log | 5.6721 | 346 | 0.9806 | 0.3678 | 0.9806 | 0.9902 |
225
- | No log | 5.7049 | 348 | 0.9816 | 0.4271 | 0.9816 | 0.9908 |
226
- | No log | 5.7377 | 350 | 1.0603 | 0.4139 | 1.0603 | 1.0297 |
227
- | No log | 5.7705 | 352 | 1.0936 | 0.4695 | 1.0936 | 1.0458 |
228
- | No log | 5.8033 | 354 | 1.0062 | 0.4373 | 1.0062 | 1.0031 |
229
- | No log | 5.8361 | 356 | 0.9212 | 0.3398 | 0.9212 | 0.9598 |
230
- | No log | 5.8689 | 358 | 0.9215 | 0.3818 | 0.9215 | 0.9600 |
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- | No log | 5.9016 | 360 | 0.9118 | 0.3552 | 0.9118 | 0.9549 |
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- | No log | 5.9344 | 362 | 0.9467 | 0.3243 | 0.9467 | 0.9730 |
233
- | No log | 5.9672 | 364 | 1.0719 | 0.4694 | 1.0719 | 1.0353 |
234
- | No log | 6.0 | 366 | 1.1633 | 0.4247 | 1.1633 | 1.0785 |
235
- | No log | 6.0328 | 368 | 1.0800 | 0.3989 | 1.0800 | 1.0392 |
236
- | No log | 6.0656 | 370 | 0.9732 | 0.3091 | 0.9732 | 0.9865 |
237
- | No log | 6.0984 | 372 | 0.9875 | 0.3891 | 0.9875 | 0.9938 |
238
- | No log | 6.1311 | 374 | 0.9863 | 0.4245 | 0.9863 | 0.9931 |
239
- | No log | 6.1639 | 376 | 0.9880 | 0.3733 | 0.9880 | 0.9940 |
240
- | No log | 6.1967 | 378 | 1.0035 | 0.2878 | 1.0035 | 1.0017 |
241
- | No log | 6.2295 | 380 | 0.9897 | 0.3256 | 0.9897 | 0.9948 |
242
- | No log | 6.2623 | 382 | 0.9438 | 0.3784 | 0.9438 | 0.9715 |
243
- | No log | 6.2951 | 384 | 0.9155 | 0.3818 | 0.9155 | 0.9568 |
244
- | No log | 6.3279 | 386 | 0.9083 | 0.3818 | 0.9083 | 0.9530 |
245
- | No log | 6.3607 | 388 | 0.9028 | 0.3896 | 0.9028 | 0.9501 |
246
- | No log | 6.3934 | 390 | 0.9457 | 0.4164 | 0.9457 | 0.9725 |
247
- | No log | 6.4262 | 392 | 0.9526 | 0.3914 | 0.9526 | 0.9760 |
248
- | No log | 6.4590 | 394 | 0.9421 | 0.3369 | 0.9421 | 0.9706 |
249
- | No log | 6.4918 | 396 | 0.8994 | 0.3455 | 0.8994 | 0.9483 |
250
- | No log | 6.5246 | 398 | 0.9096 | 0.3455 | 0.9096 | 0.9537 |
251
- | No log | 6.5574 | 400 | 0.9352 | 0.3840 | 0.9352 | 0.9670 |
252
- | No log | 6.5902 | 402 | 1.0012 | 0.3560 | 1.0012 | 1.0006 |
253
- | No log | 6.6230 | 404 | 1.0164 | 0.4529 | 1.0164 | 1.0081 |
254
- | No log | 6.6557 | 406 | 1.0446 | 0.4343 | 1.0446 | 1.0220 |
255
- | No log | 6.6885 | 408 | 1.0522 | 0.4563 | 1.0522 | 1.0258 |
256
- | No log | 6.7213 | 410 | 1.0510 | 0.4565 | 1.0510 | 1.0252 |
257
- | No log | 6.7541 | 412 | 1.0147 | 0.3787 | 1.0147 | 1.0073 |
258
- | No log | 6.7869 | 414 | 0.9981 | 0.3839 | 0.9981 | 0.9991 |
259
- | No log | 6.8197 | 416 | 0.9732 | 0.3356 | 0.9732 | 0.9865 |
260
- | No log | 6.8525 | 418 | 0.9620 | 0.3496 | 0.9620 | 0.9808 |
261
- | No log | 6.8852 | 420 | 0.9683 | 0.3496 | 0.9683 | 0.9840 |
262
- | No log | 6.9180 | 422 | 0.9569 | 0.3496 | 0.9569 | 0.9782 |
263
- | No log | 6.9508 | 424 | 0.9378 | 0.3642 | 0.9378 | 0.9684 |
264
- | No log | 6.9836 | 426 | 0.9431 | 0.3513 | 0.9431 | 0.9711 |
265
- | No log | 7.0164 | 428 | 0.9621 | 0.4264 | 0.9621 | 0.9809 |
266
- | No log | 7.0492 | 430 | 0.9952 | 0.4650 | 0.9952 | 0.9976 |
267
- | No log | 7.0820 | 432 | 1.0123 | 0.4538 | 1.0123 | 1.0061 |
268
- | No log | 7.1148 | 434 | 1.0316 | 0.5052 | 1.0316 | 1.0157 |
269
- | No log | 7.1475 | 436 | 1.0718 | 0.4723 | 1.0718 | 1.0353 |
270
- | No log | 7.1803 | 438 | 1.0830 | 0.4590 | 1.0830 | 1.0407 |
271
- | No log | 7.2131 | 440 | 1.0229 | 0.4847 | 1.0229 | 1.0114 |
272
- | No log | 7.2459 | 442 | 0.9485 | 0.3367 | 0.9485 | 0.9739 |
273
- | No log | 7.2787 | 444 | 0.9478 | 0.3323 | 0.9478 | 0.9736 |
274
- | No log | 7.3115 | 446 | 0.9396 | 0.3367 | 0.9396 | 0.9693 |
275
- | No log | 7.3443 | 448 | 0.9572 | 0.2842 | 0.9572 | 0.9784 |
276
- | No log | 7.3770 | 450 | 0.9583 | 0.2842 | 0.9583 | 0.9789 |
277
- | No log | 7.4098 | 452 | 0.9756 | 0.3306 | 0.9756 | 0.9877 |
278
- | No log | 7.4426 | 454 | 0.9598 | 0.3243 | 0.9598 | 0.9797 |
279
- | No log | 7.4754 | 456 | 0.9507 | 0.3378 | 0.9507 | 0.9751 |
280
- | No log | 7.5082 | 458 | 0.9443 | 0.3802 | 0.9443 | 0.9718 |
281
- | No log | 7.5410 | 460 | 0.9274 | 0.4062 | 0.9274 | 0.9630 |
282
- | No log | 7.5738 | 462 | 0.9372 | 0.3932 | 0.9372 | 0.9681 |
283
- | No log | 7.6066 | 464 | 0.9496 | 0.3914 | 0.9496 | 0.9745 |
284
- | No log | 7.6393 | 466 | 0.9565 | 0.3540 | 0.9565 | 0.9780 |
285
- | No log | 7.6721 | 468 | 1.0105 | 0.3578 | 1.0105 | 1.0052 |
286
- | No log | 7.7049 | 470 | 0.9920 | 0.3914 | 0.9920 | 0.9960 |
287
- | No log | 7.7377 | 472 | 0.9509 | 0.3476 | 0.9509 | 0.9751 |
288
- | No log | 7.7705 | 474 | 0.9452 | 0.3388 | 0.9452 | 0.9722 |
289
- | No log | 7.8033 | 476 | 0.9666 | 0.3408 | 0.9666 | 0.9832 |
290
- | No log | 7.8361 | 478 | 1.0196 | 0.3662 | 1.0196 | 1.0097 |
291
- | No log | 7.8689 | 480 | 1.0130 | 0.3701 | 1.0130 | 1.0065 |
292
- | No log | 7.9016 | 482 | 0.9939 | 0.3437 | 0.9939 | 0.9969 |
293
- | No log | 7.9344 | 484 | 1.0318 | 0.2919 | 1.0318 | 1.0158 |
294
- | No log | 7.9672 | 486 | 1.0951 | 0.3897 | 1.0951 | 1.0464 |
295
- | No log | 8.0 | 488 | 1.0970 | 0.4234 | 1.0970 | 1.0474 |
296
- | No log | 8.0328 | 490 | 1.0434 | 0.3930 | 1.0434 | 1.0214 |
297
- | No log | 8.0656 | 492 | 0.9804 | 0.3609 | 0.9804 | 0.9902 |
298
- | No log | 8.0984 | 494 | 0.9596 | 0.3800 | 0.9596 | 0.9796 |
299
- | No log | 8.1311 | 496 | 0.9708 | 0.3474 | 0.9708 | 0.9853 |
300
- | No log | 8.1639 | 498 | 0.9868 | 0.4250 | 0.9868 | 0.9934 |
301
- | 0.3141 | 8.1967 | 500 | 1.0114 | 0.4350 | 1.0114 | 1.0057 |
302
- | 0.3141 | 8.2295 | 502 | 0.9839 | 0.3728 | 0.9839 | 0.9919 |
303
- | 0.3141 | 8.2623 | 504 | 0.9334 | 0.3634 | 0.9334 | 0.9661 |
304
- | 0.3141 | 8.2951 | 506 | 0.9081 | 0.3994 | 0.9081 | 0.9530 |
305
- | 0.3141 | 8.3279 | 508 | 0.8528 | 0.4033 | 0.8528 | 0.9235 |
306
- | 0.3141 | 8.3607 | 510 | 0.8284 | 0.3797 | 0.8284 | 0.9102 |
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k14_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k14_task5_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.0738
19
+ - Qwk: 0.2003
20
+ - Mse: 1.0738
21
+ - Rmse: 1.0363
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0303 | 2 | 4.0997 | -0.0075 | 4.0997 | 2.0248 |
53
+ | No log | 0.0606 | 4 | 2.6078 | -0.0465 | 2.6078 | 1.6149 |
54
+ | No log | 0.0909 | 6 | 1.6912 | -0.0046 | 1.6912 | 1.3004 |
55
+ | No log | 0.1212 | 8 | 1.3730 | 0.0634 | 1.3730 | 1.1718 |
56
+ | No log | 0.1515 | 10 | 1.4730 | -0.0492 | 1.4730 | 1.2137 |
57
+ | No log | 0.1818 | 12 | 1.5188 | 0.0775 | 1.5188 | 1.2324 |
58
+ | No log | 0.2121 | 14 | 1.3816 | 0.0661 | 1.3816 | 1.1754 |
59
+ | No log | 0.2424 | 16 | 1.4708 | 0.1238 | 1.4708 | 1.2128 |
60
+ | No log | 0.2727 | 18 | 1.1851 | 0.2734 | 1.1851 | 1.0886 |
61
+ | No log | 0.3030 | 20 | 1.1612 | 0.2687 | 1.1612 | 1.0776 |
62
+ | No log | 0.3333 | 22 | 1.3145 | 0.2495 | 1.3145 | 1.1465 |
63
+ | No log | 0.3636 | 24 | 1.4299 | 0.2371 | 1.4299 | 1.1958 |
64
+ | No log | 0.3939 | 26 | 1.2297 | 0.1121 | 1.2297 | 1.1089 |
65
+ | No log | 0.4242 | 28 | 1.1532 | 0.0336 | 1.1532 | 1.0739 |
66
+ | No log | 0.4545 | 30 | 1.1882 | 0.0603 | 1.1882 | 1.0900 |
67
+ | No log | 0.4848 | 32 | 1.3764 | 0.2117 | 1.3764 | 1.1732 |
68
+ | No log | 0.5152 | 34 | 1.7004 | 0.1745 | 1.7004 | 1.3040 |
69
+ | No log | 0.5455 | 36 | 1.4491 | 0.2178 | 1.4491 | 1.2038 |
70
+ | No log | 0.5758 | 38 | 1.2732 | 0.2085 | 1.2732 | 1.1284 |
71
+ | No log | 0.6061 | 40 | 1.2336 | 0.1817 | 1.2336 | 1.1107 |
72
+ | No log | 0.6364 | 42 | 1.4508 | 0.2539 | 1.4508 | 1.2045 |
73
+ | No log | 0.6667 | 44 | 2.1755 | 0.1423 | 2.1755 | 1.4750 |
74
+ | No log | 0.6970 | 46 | 1.8909 | 0.1409 | 1.8909 | 1.3751 |
75
+ | No log | 0.7273 | 48 | 1.2297 | 0.2279 | 1.2297 | 1.1089 |
76
+ | No log | 0.7576 | 50 | 1.0665 | 0.3066 | 1.0665 | 1.0327 |
77
+ | No log | 0.7879 | 52 | 1.0736 | 0.1837 | 1.0736 | 1.0361 |
78
+ | No log | 0.8182 | 54 | 1.0042 | 0.1465 | 1.0042 | 1.0021 |
79
+ | No log | 0.8485 | 56 | 1.1362 | 0.2199 | 1.1362 | 1.0659 |
80
+ | No log | 0.8788 | 58 | 1.4500 | 0.1234 | 1.4500 | 1.2041 |
81
+ | No log | 0.9091 | 60 | 1.4413 | 0.1660 | 1.4413 | 1.2005 |
82
+ | No log | 0.9394 | 62 | 1.2488 | 0.1709 | 1.2488 | 1.1175 |
83
+ | No log | 0.9697 | 64 | 1.2627 | 0.2234 | 1.2627 | 1.1237 |
84
+ | No log | 1.0 | 66 | 1.1775 | 0.2103 | 1.1775 | 1.0851 |
85
+ | No log | 1.0303 | 68 | 1.2136 | 0.1778 | 1.2136 | 1.1016 |
86
+ | No log | 1.0606 | 70 | 1.4376 | 0.1489 | 1.4376 | 1.1990 |
87
+ | No log | 1.0909 | 72 | 1.4784 | 0.1895 | 1.4784 | 1.2159 |
88
+ | No log | 1.1212 | 74 | 1.2403 | 0.2195 | 1.2403 | 1.1137 |
89
+ | No log | 1.1515 | 76 | 1.0613 | 0.2031 | 1.0613 | 1.0302 |
90
+ | No log | 1.1818 | 78 | 1.0766 | 0.2991 | 1.0766 | 1.0376 |
91
+ | No log | 1.2121 | 80 | 1.0728 | 0.3124 | 1.0728 | 1.0358 |
92
+ | No log | 1.2424 | 82 | 1.1041 | 0.2302 | 1.1041 | 1.0507 |
93
+ | No log | 1.2727 | 84 | 1.2437 | 0.2138 | 1.2437 | 1.1152 |
94
+ | No log | 1.3030 | 86 | 1.3529 | 0.3375 | 1.3529 | 1.1631 |
95
+ | No log | 1.3333 | 88 | 1.4277 | 0.3375 | 1.4277 | 1.1949 |
96
+ | No log | 1.3636 | 90 | 1.3265 | 0.3012 | 1.3265 | 1.1518 |
97
+ | No log | 1.3939 | 92 | 1.1545 | 0.2201 | 1.1545 | 1.0745 |
98
+ | No log | 1.4242 | 94 | 1.0782 | 0.2989 | 1.0782 | 1.0383 |
99
+ | No log | 1.4545 | 96 | 1.1165 | 0.2208 | 1.1165 | 1.0567 |
100
+ | No log | 1.4848 | 98 | 1.2426 | 0.3435 | 1.2426 | 1.1147 |
101
+ | No log | 1.5152 | 100 | 1.1720 | 0.2932 | 1.1720 | 1.0826 |
102
+ | No log | 1.5455 | 102 | 1.1344 | 0.2331 | 1.1344 | 1.0651 |
103
+ | No log | 1.5758 | 104 | 1.2246 | 0.2268 | 1.2246 | 1.1066 |
104
+ | No log | 1.6061 | 106 | 1.2687 | 0.2552 | 1.2687 | 1.1264 |
105
+ | No log | 1.6364 | 108 | 1.1770 | 0.1776 | 1.1770 | 1.0849 |
106
+ | No log | 1.6667 | 110 | 1.1348 | 0.2980 | 1.1348 | 1.0653 |
107
+ | No log | 1.6970 | 112 | 1.1572 | 0.2702 | 1.1572 | 1.0757 |
108
+ | No log | 1.7273 | 114 | 1.2508 | 0.25 | 1.2508 | 1.1184 |
109
+ | No log | 1.7576 | 116 | 1.2984 | 0.3012 | 1.2984 | 1.1395 |
110
+ | No log | 1.7879 | 118 | 1.4010 | 0.2205 | 1.4010 | 1.1836 |
111
+ | No log | 1.8182 | 120 | 1.3981 | 0.2216 | 1.3981 | 1.1824 |
112
+ | No log | 1.8485 | 122 | 1.2532 | 0.3261 | 1.2532 | 1.1195 |
113
+ | No log | 1.8788 | 124 | 1.1612 | 0.3624 | 1.1612 | 1.0776 |
114
+ | No log | 1.9091 | 126 | 1.1238 | 0.4053 | 1.1238 | 1.0601 |
115
+ | No log | 1.9394 | 128 | 1.1330 | 0.2519 | 1.1330 | 1.0644 |
116
+ | No log | 1.9697 | 130 | 1.1455 | 0.2445 | 1.1455 | 1.0703 |
117
+ | No log | 2.0 | 132 | 1.0872 | 0.4425 | 1.0872 | 1.0427 |
118
+ | No log | 2.0303 | 134 | 1.1599 | 0.2974 | 1.1599 | 1.0770 |
119
+ | No log | 2.0606 | 136 | 1.1300 | 0.3880 | 1.1300 | 1.0630 |
120
+ | No log | 2.0909 | 138 | 0.9947 | 0.3048 | 0.9947 | 0.9974 |
121
+ | No log | 2.1212 | 140 | 1.0231 | 0.3048 | 1.0231 | 1.0115 |
122
+ | No log | 2.1515 | 142 | 1.1460 | 0.3709 | 1.1460 | 1.0705 |
123
+ | No log | 2.1818 | 144 | 1.1697 | 0.3243 | 1.1697 | 1.0815 |
124
+ | No log | 2.2121 | 146 | 1.1501 | 0.2787 | 1.1501 | 1.0724 |
125
+ | No log | 2.2424 | 148 | 1.1206 | 0.3179 | 1.1206 | 1.0586 |
126
+ | No log | 2.2727 | 150 | 1.1363 | 0.3488 | 1.1363 | 1.0660 |
127
+ | No log | 2.3030 | 152 | 1.0298 | 0.3389 | 1.0298 | 1.0148 |
128
+ | No log | 2.3333 | 154 | 1.0285 | 0.2532 | 1.0285 | 1.0142 |
129
+ | No log | 2.3636 | 156 | 1.0746 | 0.2735 | 1.0746 | 1.0366 |
130
+ | No log | 2.3939 | 158 | 1.0192 | 0.3394 | 1.0192 | 1.0096 |
131
+ | No log | 2.4242 | 160 | 1.0490 | 0.3736 | 1.0490 | 1.0242 |
132
+ | No log | 2.4545 | 162 | 1.0904 | 0.3807 | 1.0904 | 1.0442 |
133
+ | No log | 2.4848 | 164 | 1.1609 | 0.3640 | 1.1609 | 1.0774 |
134
+ | No log | 2.5152 | 166 | 1.2093 | 0.3773 | 1.2093 | 1.0997 |
135
+ | No log | 2.5455 | 168 | 1.2486 | 0.3330 | 1.2486 | 1.1174 |
136
+ | No log | 2.5758 | 170 | 1.2760 | 0.2875 | 1.2760 | 1.1296 |
137
+ | No log | 2.6061 | 172 | 1.2659 | 0.2801 | 1.2659 | 1.1251 |
138
+ | No log | 2.6364 | 174 | 1.3523 | 0.2917 | 1.3523 | 1.1629 |
139
+ | No log | 2.6667 | 176 | 1.5108 | 0.1638 | 1.5108 | 1.2292 |
140
+ | No log | 2.6970 | 178 | 1.4305 | 0.2168 | 1.4305 | 1.1960 |
141
+ | No log | 2.7273 | 180 | 1.1611 | 0.2456 | 1.1611 | 1.0775 |
142
+ | No log | 2.7576 | 182 | 1.1671 | 0.2292 | 1.1671 | 1.0803 |
143
+ | No log | 2.7879 | 184 | 1.1445 | 0.1869 | 1.1445 | 1.0698 |
144
+ | No log | 2.8182 | 186 | 1.1305 | 0.1986 | 1.1305 | 1.0632 |
145
+ | No log | 2.8485 | 188 | 1.1375 | 0.3157 | 1.1375 | 1.0665 |
146
+ | No log | 2.8788 | 190 | 1.0864 | 0.2255 | 1.0864 | 1.0423 |
147
+ | No log | 2.9091 | 192 | 1.0902 | 0.3437 | 1.0902 | 1.0441 |
148
+ | No log | 2.9394 | 194 | 1.1056 | 0.3528 | 1.1056 | 1.0515 |
149
+ | No log | 2.9697 | 196 | 1.1339 | 0.3879 | 1.1339 | 1.0649 |
150
+ | No log | 3.0 | 198 | 1.1424 | 0.3669 | 1.1424 | 1.0688 |
151
+ | No log | 3.0303 | 200 | 1.1819 | 0.2169 | 1.1819 | 1.0872 |
152
+ | No log | 3.0606 | 202 | 1.1391 | 0.2519 | 1.1391 | 1.0673 |
153
+ | No log | 3.0909 | 204 | 1.0908 | 0.3049 | 1.0908 | 1.0444 |
154
+ | No log | 3.1212 | 206 | 1.1156 | 0.3753 | 1.1156 | 1.0562 |
155
+ | No log | 3.1515 | 208 | 1.1221 | 0.2195 | 1.1221 | 1.0593 |
156
+ | No log | 3.1818 | 210 | 1.1677 | 0.2063 | 1.1677 | 1.0806 |
157
+ | No log | 3.2121 | 212 | 1.2223 | 0.2388 | 1.2223 | 1.1056 |
158
+ | No log | 3.2424 | 214 | 1.2350 | 0.2804 | 1.2350 | 1.1113 |
159
+ | No log | 3.2727 | 216 | 1.2595 | 0.3164 | 1.2595 | 1.1223 |
160
+ | No log | 3.3030 | 218 | 1.2630 | 0.3115 | 1.2630 | 1.1238 |
161
+ | No log | 3.3333 | 220 | 1.2185 | 0.2721 | 1.2185 | 1.1039 |
162
+ | No log | 3.3636 | 222 | 1.2231 | 0.2343 | 1.2231 | 1.1060 |
163
+ | No log | 3.3939 | 224 | 1.2644 | 0.2481 | 1.2644 | 1.1244 |
164
+ | No log | 3.4242 | 226 | 1.2606 | 0.2388 | 1.2606 | 1.1228 |
165
+ | No log | 3.4545 | 228 | 1.2827 | 0.2601 | 1.2827 | 1.1326 |
166
+ | No log | 3.4848 | 230 | 1.2912 | 0.2982 | 1.2912 | 1.1363 |
167
+ | No log | 3.5152 | 232 | 1.2788 | 0.2246 | 1.2788 | 1.1308 |
168
+ | No log | 3.5455 | 234 | 1.4616 | 0.1831 | 1.4616 | 1.2090 |
169
+ | No log | 3.5758 | 236 | 1.4247 | 0.2241 | 1.4247 | 1.1936 |
170
+ | No log | 3.6061 | 238 | 1.2526 | 0.2060 | 1.2526 | 1.1192 |
171
+ | No log | 3.6364 | 240 | 1.2476 | 0.2851 | 1.2476 | 1.1170 |
172
+ | No log | 3.6667 | 242 | 1.2701 | 0.2076 | 1.2701 | 1.1270 |
173
+ | No log | 3.6970 | 244 | 1.1975 | 0.2228 | 1.1975 | 1.0943 |
174
+ | No log | 3.7273 | 246 | 1.1430 | 0.0914 | 1.1430 | 1.0691 |
175
+ | No log | 3.7576 | 248 | 1.2046 | 0.1893 | 1.2046 | 1.0976 |
176
+ | No log | 3.7879 | 250 | 1.2527 | 0.2557 | 1.2527 | 1.1193 |
177
+ | No log | 3.8182 | 252 | 1.2267 | 0.1649 | 1.2267 | 1.1076 |
178
+ | No log | 3.8485 | 254 | 1.2422 | 0.2788 | 1.2422 | 1.1145 |
179
+ | No log | 3.8788 | 256 | 1.2679 | 0.1801 | 1.2679 | 1.1260 |
180
+ | No log | 3.9091 | 258 | 1.2203 | 0.2898 | 1.2203 | 1.1047 |
181
+ | No log | 3.9394 | 260 | 1.1750 | 0.2483 | 1.1750 | 1.0840 |
182
+ | No log | 3.9697 | 262 | 1.1311 | 0.2857 | 1.1311 | 1.0635 |
183
+ | No log | 4.0 | 264 | 1.0764 | 0.2097 | 1.0764 | 1.0375 |
184
+ | No log | 4.0303 | 266 | 1.1224 | 0.1546 | 1.1224 | 1.0594 |
185
+ | No log | 4.0606 | 268 | 1.1393 | 0.1886 | 1.1393 | 1.0674 |
186
+ | No log | 4.0909 | 270 | 1.0758 | 0.2356 | 1.0758 | 1.0372 |
187
+ | No log | 4.1212 | 272 | 1.0520 | 0.2723 | 1.0520 | 1.0257 |
188
+ | No log | 4.1515 | 274 | 1.0726 | 0.2723 | 1.0726 | 1.0356 |
189
+ | No log | 4.1818 | 276 | 1.1223 | 0.3714 | 1.1223 | 1.0594 |
190
+ | No log | 4.2121 | 278 | 1.1848 | 0.3319 | 1.1848 | 1.0885 |
191
+ | No log | 4.2424 | 280 | 1.2398 | 0.2964 | 1.2398 | 1.1135 |
192
+ | No log | 4.2727 | 282 | 1.2591 | 0.3065 | 1.2591 | 1.1221 |
193
+ | No log | 4.3030 | 284 | 1.2327 | 0.3081 | 1.2327 | 1.1103 |
194
+ | No log | 4.3333 | 286 | 1.1998 | 0.3081 | 1.1998 | 1.0954 |
195
+ | No log | 4.3636 | 288 | 1.1620 | 0.3409 | 1.1620 | 1.0780 |
196
+ | No log | 4.3939 | 290 | 1.1223 | 0.1788 | 1.1223 | 1.0594 |
197
+ | No log | 4.4242 | 292 | 1.1308 | 0.2028 | 1.1308 | 1.0634 |
198
+ | No log | 4.4545 | 294 | 1.1337 | 0.1788 | 1.1337 | 1.0647 |
199
+ | No log | 4.4848 | 296 | 1.1576 | 0.2219 | 1.1576 | 1.0759 |
200
+ | No log | 4.5152 | 298 | 1.2044 | 0.3012 | 1.2044 | 1.0974 |
201
+ | No log | 4.5455 | 300 | 1.2307 | 0.3012 | 1.2307 | 1.1094 |
202
+ | No log | 4.5758 | 302 | 1.1864 | 0.2681 | 1.1864 | 1.0892 |
203
+ | No log | 4.6061 | 304 | 1.1314 | 0.2612 | 1.1314 | 1.0637 |
204
+ | No log | 4.6364 | 306 | 1.0913 | 0.2265 | 1.0913 | 1.0446 |
205
+ | No log | 4.6667 | 308 | 1.0749 | 0.2063 | 1.0749 | 1.0368 |
206
+ | No log | 4.6970 | 310 | 1.0928 | 0.2300 | 1.0928 | 1.0454 |
207
+ | No log | 4.7273 | 312 | 1.1136 | 0.2798 | 1.1136 | 1.0553 |
208
+ | No log | 4.7576 | 314 | 1.0637 | 0.2388 | 1.0637 | 1.0314 |
209
+ | No log | 4.7879 | 316 | 1.0668 | 0.3069 | 1.0668 | 1.0329 |
210
+ | No log | 4.8182 | 318 | 1.0969 | 0.3680 | 1.0969 | 1.0473 |
211
+ | No log | 4.8485 | 320 | 1.2251 | 0.3556 | 1.2251 | 1.1069 |
212
+ | No log | 4.8788 | 322 | 1.2642 | 0.3761 | 1.2642 | 1.1244 |
213
+ | No log | 4.9091 | 324 | 1.1716 | 0.3046 | 1.1716 | 1.0824 |
214
+ | No log | 4.9394 | 326 | 1.1381 | 0.2105 | 1.1381 | 1.0668 |
215
+ | No log | 4.9697 | 328 | 1.1529 | 0.3409 | 1.1529 | 1.0737 |
216
+ | No log | 5.0 | 330 | 1.1403 | 0.3409 | 1.1403 | 1.0678 |
217
+ | No log | 5.0303 | 332 | 1.1331 | 0.3409 | 1.1331 | 1.0645 |
218
+ | No log | 5.0606 | 334 | 1.1047 | 0.3103 | 1.1047 | 1.0510 |
219
+ | No log | 5.0909 | 336 | 1.1009 | 0.2323 | 1.1009 | 1.0492 |
220
+ | No log | 5.1212 | 338 | 1.1055 | 0.1546 | 1.1055 | 1.0514 |
221
+ | No log | 5.1515 | 340 | 1.1349 | 0.1649 | 1.1349 | 1.0653 |
222
+ | No log | 5.1818 | 342 | 1.1294 | 0.2579 | 1.1294 | 1.0627 |
223
+ | No log | 5.2121 | 344 | 1.1295 | 0.3350 | 1.1295 | 1.0628 |
224
+ | No log | 5.2424 | 346 | 1.1379 | 0.3753 | 1.1379 | 1.0667 |
225
+ | No log | 5.2727 | 348 | 1.1216 | 0.2857 | 1.1216 | 1.0590 |
226
+ | No log | 5.3030 | 350 | 1.1309 | 0.1818 | 1.1309 | 1.0634 |
227
+ | No log | 5.3333 | 352 | 1.2636 | 0.3197 | 1.2636 | 1.1241 |
228
+ | No log | 5.3636 | 354 | 1.2587 | 0.2480 | 1.2587 | 1.1219 |
229
+ | No log | 5.3939 | 356 | 1.1431 | 0.2049 | 1.1431 | 1.0691 |
230
+ | No log | 5.4242 | 358 | 1.0972 | 0.2857 | 1.0972 | 1.0475 |
231
+ | No log | 5.4545 | 360 | 1.0885 | 0.3045 | 1.0885 | 1.0433 |
232
+ | No log | 5.4848 | 362 | 1.0969 | 0.3861 | 1.0969 | 1.0473 |
233
+ | No log | 5.5152 | 364 | 1.1447 | 0.3662 | 1.1447 | 1.0699 |
234
+ | No log | 5.5455 | 366 | 1.1628 | 0.3554 | 1.1628 | 1.0783 |
235
+ | No log | 5.5758 | 368 | 1.1877 | 0.3231 | 1.1877 | 1.0898 |
236
+ | No log | 5.6061 | 370 | 1.1662 | 0.3049 | 1.1662 | 1.0799 |
237
+ | No log | 5.6364 | 372 | 1.1976 | 0.3608 | 1.1976 | 1.0943 |
238
+ | No log | 5.6667 | 374 | 1.2137 | 0.2794 | 1.2137 | 1.1017 |
239
+ | No log | 5.6970 | 376 | 1.1880 | 0.2250 | 1.1880 | 1.0899 |
240
+ | No log | 5.7273 | 378 | 1.1006 | 0.1727 | 1.1006 | 1.0491 |
241
+ | No log | 5.7576 | 380 | 1.0660 | 0.1504 | 1.0660 | 1.0325 |
242
+ | No log | 5.7879 | 382 | 1.0762 | 0.2108 | 1.0762 | 1.0374 |
243
+ | No log | 5.8182 | 384 | 1.1035 | 0.2463 | 1.1035 | 1.0505 |
244
+ | No log | 5.8485 | 386 | 1.2098 | 0.2541 | 1.2098 | 1.0999 |
245
+ | No log | 5.8788 | 388 | 1.3949 | 0.2539 | 1.3949 | 1.1811 |
246
+ | No log | 5.9091 | 390 | 1.4492 | 0.2551 | 1.4492 | 1.2038 |
247
+ | No log | 5.9394 | 392 | 1.3660 | 0.2993 | 1.3660 | 1.1688 |
248
+ | No log | 5.9697 | 394 | 1.1816 | 0.3341 | 1.1816 | 1.0870 |
249
+ | No log | 6.0 | 396 | 1.0729 | 0.2347 | 1.0729 | 1.0358 |
250
+ | No log | 6.0303 | 398 | 1.1074 | 0.2440 | 1.1074 | 1.0523 |
251
+ | No log | 6.0606 | 400 | 1.1174 | 0.2514 | 1.1174 | 1.0571 |
252
+ | No log | 6.0909 | 402 | 1.0755 | 0.2147 | 1.0755 | 1.0371 |
253
+ | No log | 6.1212 | 404 | 1.0949 | 0.2605 | 1.0949 | 1.0464 |
254
+ | No log | 6.1515 | 406 | 1.1234 | 0.2632 | 1.1234 | 1.0599 |
255
+ | No log | 6.1818 | 408 | 1.0918 | 0.2674 | 1.0918 | 1.0449 |
256
+ | No log | 6.2121 | 410 | 1.0659 | 0.2166 | 1.0659 | 1.0324 |
257
+ | No log | 6.2424 | 412 | 1.1638 | 0.2311 | 1.1638 | 1.0788 |
258
+ | No log | 6.2727 | 414 | 1.1926 | 0.2311 | 1.1926 | 1.0921 |
259
+ | No log | 6.3030 | 416 | 1.1183 | 0.2714 | 1.1183 | 1.0575 |
260
+ | No log | 6.3333 | 418 | 1.0409 | 0.2279 | 1.0409 | 1.0202 |
261
+ | No log | 6.3636 | 420 | 1.0417 | 0.2954 | 1.0417 | 1.0206 |
262
+ | No log | 6.3939 | 422 | 1.0503 | 0.3398 | 1.0503 | 1.0248 |
263
+ | No log | 6.4242 | 424 | 1.0461 | 0.1953 | 1.0461 | 1.0228 |
264
+ | No log | 6.4545 | 426 | 1.0313 | 0.2721 | 1.0313 | 1.0155 |
265
+ | No log | 6.4848 | 428 | 1.0241 | 0.2721 | 1.0241 | 1.0120 |
266
+ | No log | 6.5152 | 430 | 1.0030 | 0.1616 | 1.0030 | 1.0015 |
267
+ | No log | 6.5455 | 432 | 0.9974 | 0.1767 | 0.9974 | 0.9987 |
268
+ | No log | 6.5758 | 434 | 0.9985 | 0.2528 | 0.9985 | 0.9993 |
269
+ | No log | 6.6061 | 436 | 1.0431 | 0.2929 | 1.0431 | 1.0213 |
270
+ | No log | 6.6364 | 438 | 1.1055 | 0.3290 | 1.1055 | 1.0514 |
271
+ | No log | 6.6667 | 440 | 1.1462 | 0.3191 | 1.1462 | 1.0706 |
272
+ | No log | 6.6970 | 442 | 1.1460 | 0.3390 | 1.1460 | 1.0705 |
273
+ | No log | 6.7273 | 444 | 1.1394 | 0.3662 | 1.1394 | 1.0674 |
274
+ | No log | 6.7576 | 446 | 1.1234 | 0.3103 | 1.1234 | 1.0599 |
275
+ | No log | 6.7879 | 448 | 1.1158 | 0.3310 | 1.1158 | 1.0563 |
276
+ | No log | 6.8182 | 450 | 1.0824 | 0.2562 | 1.0824 | 1.0404 |
277
+ | No log | 6.8485 | 452 | 1.0710 | 0.2562 | 1.0710 | 1.0349 |
278
+ | No log | 6.8788 | 454 | 1.0233 | 0.2360 | 1.0233 | 1.0116 |
279
+ | No log | 6.9091 | 456 | 0.9958 | 0.3056 | 0.9958 | 0.9979 |
280
+ | No log | 6.9394 | 458 | 0.9988 | 0.3056 | 0.9988 | 0.9994 |
281
+ | No log | 6.9697 | 460 | 1.0327 | 0.3268 | 1.0327 | 1.0162 |
282
+ | No log | 7.0 | 462 | 1.0955 | 0.3807 | 1.0955 | 1.0466 |
283
+ | No log | 7.0303 | 464 | 1.1703 | 0.3649 | 1.1703 | 1.0818 |
284
+ | No log | 7.0606 | 466 | 1.1312 | 0.3844 | 1.1312 | 1.0636 |
285
+ | No log | 7.0909 | 468 | 1.0589 | 0.3572 | 1.0589 | 1.0290 |
286
+ | No log | 7.1212 | 470 | 1.0248 | 0.3097 | 1.0248 | 1.0123 |
287
+ | No log | 7.1515 | 472 | 1.0646 | 0.3250 | 1.0646 | 1.0318 |
288
+ | No log | 7.1818 | 474 | 1.0746 | 0.2807 | 1.0746 | 1.0366 |
289
+ | No log | 7.2121 | 476 | 1.0914 | 0.2669 | 1.0914 | 1.0447 |
290
+ | No log | 7.2424 | 478 | 1.1057 | 0.2255 | 1.1057 | 1.0515 |
291
+ | No log | 7.2727 | 480 | 1.1203 | 0.1693 | 1.1203 | 1.0584 |
292
+ | No log | 7.3030 | 482 | 1.1261 | 0.1812 | 1.1261 | 1.0612 |
293
+ | No log | 7.3333 | 484 | 1.1233 | 0.2654 | 1.1233 | 1.0599 |
294
+ | No log | 7.3636 | 486 | 1.1429 | 0.3732 | 1.1429 | 1.0691 |
295
+ | No log | 7.3939 | 488 | 1.1251 | 0.3732 | 1.1251 | 1.0607 |
296
+ | No log | 7.4242 | 490 | 1.1030 | 0.3463 | 1.1030 | 1.0502 |
297
+ | No log | 7.4545 | 492 | 1.1154 | 0.3621 | 1.1154 | 1.0561 |
298
+ | No log | 7.4848 | 494 | 1.1340 | 0.3103 | 1.1340 | 1.0649 |
299
+ | No log | 7.5152 | 496 | 1.1288 | 0.3399 | 1.1288 | 1.0624 |
300
+ | No log | 7.5455 | 498 | 1.1201 | 0.3124 | 1.1201 | 1.0584 |
301
+ | 0.3276 | 7.5758 | 500 | 1.1081 | 0.3124 | 1.1081 | 1.0527 |
302
+ | 0.3276 | 7.6061 | 502 | 1.1158 | 0.2321 | 1.1158 | 1.0563 |
303
+ | 0.3276 | 7.6364 | 504 | 1.1575 | 0.2087 | 1.1575 | 1.0759 |
304
+ | 0.3276 | 7.6667 | 506 | 1.1858 | 0.2519 | 1.1858 | 1.0889 |
305
+ | 0.3276 | 7.6970 | 508 | 1.2180 | 0.3207 | 1.2180 | 1.1037 |
306
+ | 0.3276 | 7.7273 | 510 | 1.2349 | 0.2882 | 1.2349 | 1.1113 |
307
+ | 0.3276 | 7.7576 | 512 | 1.1802 | 0.3207 | 1.1802 | 1.0864 |
308
+ | 0.3276 | 7.7879 | 514 | 1.1455 | 0.3357 | 1.1455 | 1.0703 |
309
+ | 0.3276 | 7.8182 | 516 | 1.1076 | 0.3089 | 1.1076 | 1.0524 |
310
+ | 0.3276 | 7.8485 | 518 | 1.1125 | 0.2628 | 1.1125 | 1.0548 |
311
+ | 0.3276 | 7.8788 | 520 | 1.0688 | 0.1808 | 1.0688 | 1.0338 |
312
+ | 0.3276 | 7.9091 | 522 | 1.0655 | 0.2147 | 1.0655 | 1.0322 |
313
+ | 0.3276 | 7.9394 | 524 | 1.0738 | 0.2003 | 1.0738 | 1.0363 |
314
 
315
 
316
  ### Framework versions