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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k6_task5_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k5_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k5_task5_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.0244
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- - Qwk: 0.2695
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- - Mse: 1.0244
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- - Rmse: 1.0121
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  ## Model description
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@@ -49,261 +49,263 @@ 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 | 0.0833 | 2 | 4.2579 | -0.0020 | 4.2579 | 2.0635 |
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- | No log | 0.1667 | 4 | 2.4860 | 0.0052 | 2.4860 | 1.5767 |
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- | No log | 0.25 | 6 | 2.1336 | -0.0166 | 2.1336 | 1.4607 |
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- | No log | 0.3333 | 8 | 1.3261 | 0.1406 | 1.3261 | 1.1515 |
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- | No log | 0.4167 | 10 | 1.0860 | 0.2515 | 1.0860 | 1.0421 |
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- | No log | 0.5 | 12 | 1.0134 | 0.2541 | 1.0134 | 1.0067 |
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- | No log | 0.5833 | 14 | 0.9918 | 0.2239 | 0.9918 | 0.9959 |
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- | No log | 0.6667 | 16 | 1.0376 | 0.2015 | 1.0376 | 1.0187 |
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- | No log | 0.75 | 18 | 1.0465 | 0.375 | 1.0465 | 1.0230 |
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- | No log | 0.8333 | 20 | 1.1084 | 0.1711 | 1.1084 | 1.0528 |
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- | No log | 0.9167 | 22 | 1.1604 | 0.1205 | 1.1604 | 1.0772 |
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- | No log | 1.0 | 24 | 1.0510 | 0.2465 | 1.0510 | 1.0252 |
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- | No log | 1.0833 | 26 | 0.9700 | 0.3688 | 0.9700 | 0.9849 |
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- | No log | 1.1667 | 28 | 0.9783 | 0.2818 | 0.9783 | 0.9891 |
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- | No log | 1.25 | 30 | 0.9753 | 0.2667 | 0.9753 | 0.9876 |
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- | No log | 1.3333 | 32 | 0.9563 | 0.3243 | 0.9563 | 0.9779 |
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- | No log | 1.4167 | 34 | 1.0316 | 0.2049 | 1.0316 | 1.0157 |
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- | No log | 1.5 | 36 | 1.3343 | 0.0883 | 1.3343 | 1.1551 |
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- | No log | 1.5833 | 38 | 1.4394 | 0.1354 | 1.4394 | 1.1998 |
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- | No log | 1.6667 | 40 | 1.2378 | 0.1602 | 1.2378 | 1.1126 |
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- | No log | 1.75 | 42 | 1.0351 | 0.2857 | 1.0351 | 1.0174 |
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- | No log | 1.8333 | 44 | 1.0498 | 0.2865 | 1.0498 | 1.0246 |
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- | No log | 1.9167 | 46 | 0.9982 | 0.2276 | 0.9982 | 0.9991 |
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- | No log | 2.0 | 48 | 0.9774 | 0.2572 | 0.9774 | 0.9886 |
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- | No log | 2.0833 | 50 | 0.9612 | 0.2572 | 0.9612 | 0.9804 |
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- | No log | 2.1667 | 52 | 1.0291 | 0.2670 | 1.0291 | 1.0144 |
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- | No log | 2.25 | 54 | 1.3148 | 0.0620 | 1.3148 | 1.1466 |
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- | No log | 2.3333 | 56 | 1.8065 | 0.0254 | 1.8065 | 1.3441 |
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- | No log | 2.4167 | 58 | 2.2653 | -0.1852 | 2.2653 | 1.5051 |
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- | No log | 2.5 | 60 | 2.0636 | -0.1397 | 2.0636 | 1.4365 |
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- | No log | 2.5833 | 62 | 1.6119 | 0.0225 | 1.6119 | 1.2696 |
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- | No log | 2.6667 | 64 | 1.7522 | -0.0049 | 1.7522 | 1.3237 |
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- | No log | 2.75 | 66 | 2.2155 | -0.2161 | 2.2155 | 1.4885 |
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- | No log | 2.8333 | 68 | 1.9738 | -0.1322 | 1.9738 | 1.4049 |
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- | No log | 2.9167 | 70 | 1.4360 | 0.0630 | 1.4360 | 1.1983 |
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- | No log | 3.0 | 72 | 0.9840 | 0.3445 | 0.9840 | 0.9920 |
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- | No log | 3.0833 | 74 | 0.9176 | 0.2670 | 0.9176 | 0.9579 |
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- | No log | 3.1667 | 76 | 1.0053 | 0.2596 | 1.0053 | 1.0027 |
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- | No log | 3.25 | 78 | 1.1078 | 0.2171 | 1.1078 | 1.0525 |
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- | No log | 3.3333 | 80 | 1.3048 | 0.1658 | 1.3048 | 1.1423 |
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- | No log | 3.4167 | 82 | 1.3197 | 0.1067 | 1.3197 | 1.1488 |
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- | No log | 3.5 | 84 | 1.2009 | 0.1036 | 1.2009 | 1.0959 |
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- | No log | 3.5833 | 86 | 1.2140 | 0.1703 | 1.2140 | 1.1018 |
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- | No log | 3.6667 | 88 | 1.2090 | 0.1337 | 1.2090 | 1.0995 |
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- | No log | 3.75 | 90 | 1.2261 | 0.1570 | 1.2261 | 1.1073 |
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- | No log | 3.8333 | 92 | 1.1343 | 0.2744 | 1.1343 | 1.0651 |
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- | No log | 3.9167 | 94 | 1.0983 | 0.3706 | 1.0983 | 1.0480 |
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- | No log | 4.0 | 96 | 1.1496 | 0.2516 | 1.1496 | 1.0722 |
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- | No log | 4.0833 | 98 | 1.0541 | 0.3682 | 1.0541 | 1.0267 |
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- | No log | 4.1667 | 100 | 1.0155 | 0.2818 | 1.0155 | 1.0077 |
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- | No log | 4.25 | 102 | 1.0851 | 0.2600 | 1.0851 | 1.0417 |
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- | No log | 4.3333 | 104 | 1.1871 | 0.2323 | 1.1871 | 1.0895 |
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- | No log | 4.4167 | 106 | 1.2381 | 0.2040 | 1.2381 | 1.1127 |
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- | No log | 4.5 | 108 | 1.4914 | 0.0509 | 1.4914 | 1.2212 |
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- | No log | 4.5833 | 110 | 1.5953 | 0.0538 | 1.5953 | 1.2630 |
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- | No log | 4.6667 | 112 | 1.4686 | 0.0602 | 1.4686 | 1.2118 |
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- | No log | 4.75 | 114 | 1.3282 | 0.1179 | 1.3282 | 1.1525 |
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- | No log | 4.8333 | 116 | 1.4421 | 0.0602 | 1.4421 | 1.2009 |
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- | No log | 4.9167 | 118 | 1.5685 | 0.0486 | 1.5685 | 1.2524 |
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- | No log | 5.0 | 120 | 1.7435 | -0.0289 | 1.7435 | 1.3204 |
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- | No log | 5.0833 | 122 | 1.7892 | 0.0044 | 1.7892 | 1.3376 |
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- | No log | 5.1667 | 124 | 1.7190 | 0.0545 | 1.7190 | 1.3111 |
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- | No log | 5.25 | 126 | 1.5996 | 0.0638 | 1.5996 | 1.2648 |
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- | No log | 5.3333 | 128 | 1.4349 | 0.1174 | 1.4349 | 1.1979 |
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- | No log | 5.4167 | 130 | 1.3413 | 0.0685 | 1.3413 | 1.1581 |
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- | No log | 5.5 | 132 | 1.4990 | 0.0531 | 1.4990 | 1.2243 |
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- | No log | 5.5833 | 134 | 1.5021 | 0.0292 | 1.5021 | 1.2256 |
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- | No log | 5.6667 | 136 | 1.3424 | 0.1269 | 1.3424 | 1.1586 |
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- | No log | 5.75 | 138 | 1.1675 | 0.1935 | 1.1675 | 1.0805 |
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- | No log | 5.8333 | 140 | 1.0677 | 0.1616 | 1.0677 | 1.0333 |
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- | No log | 5.9167 | 142 | 1.0676 | 0.1997 | 1.0676 | 1.0332 |
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- | No log | 6.0 | 144 | 1.1130 | 0.1603 | 1.1130 | 1.0550 |
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- | No log | 6.0833 | 146 | 1.1680 | 0.1637 | 1.1680 | 1.0807 |
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- | No log | 6.1667 | 148 | 1.1741 | 0.1961 | 1.1741 | 1.0836 |
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- | No log | 6.25 | 150 | 1.1148 | 0.3151 | 1.1148 | 1.0558 |
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- | No log | 6.3333 | 152 | 1.0757 | 0.3563 | 1.0757 | 1.0372 |
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- | No log | 6.4167 | 154 | 1.1396 | 0.3182 | 1.1396 | 1.0675 |
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- | No log | 6.5 | 156 | 1.2051 | 0.2395 | 1.2051 | 1.0978 |
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- | No log | 6.5833 | 158 | 1.1939 | 0.2118 | 1.1939 | 1.0926 |
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- | No log | 6.6667 | 160 | 1.2279 | 0.1442 | 1.2279 | 1.1081 |
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- | No log | 6.75 | 162 | 1.3073 | 0.1805 | 1.3073 | 1.1434 |
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- | No log | 6.8333 | 164 | 1.2355 | 0.1778 | 1.2355 | 1.1115 |
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- | No log | 6.9167 | 166 | 1.1001 | 0.2229 | 1.1001 | 1.0488 |
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- | No log | 7.0 | 168 | 1.0943 | 0.2057 | 1.0943 | 1.0461 |
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- | No log | 7.0833 | 170 | 1.0829 | 0.1909 | 1.0829 | 1.0406 |
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- | No log | 7.1667 | 172 | 1.1073 | 0.1426 | 1.1073 | 1.0523 |
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- | No log | 7.25 | 174 | 1.1251 | 0.1573 | 1.1251 | 1.0607 |
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- | No log | 7.3333 | 176 | 1.1656 | 0.1532 | 1.1656 | 1.0796 |
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- | No log | 7.4167 | 178 | 1.2344 | 0.1725 | 1.2344 | 1.1111 |
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- | No log | 7.5 | 180 | 1.2856 | 0.1118 | 1.2856 | 1.1338 |
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- | No log | 7.5833 | 182 | 1.1816 | 0.1333 | 1.1816 | 1.0870 |
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- | No log | 7.6667 | 184 | 1.0585 | 0.1961 | 1.0585 | 1.0288 |
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- | No log | 7.75 | 186 | 1.0238 | 0.2842 | 1.0238 | 1.0118 |
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- | No log | 7.8333 | 188 | 1.0446 | 0.2909 | 1.0446 | 1.0220 |
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- | No log | 7.9167 | 190 | 1.1387 | 0.2970 | 1.1387 | 1.0671 |
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- | No log | 8.0 | 192 | 1.1644 | 0.2702 | 1.1644 | 1.0791 |
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- | No log | 8.0833 | 194 | 1.0877 | 0.2951 | 1.0877 | 1.0429 |
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- | No log | 8.1667 | 196 | 1.0364 | 0.2842 | 1.0364 | 1.0180 |
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- | No log | 8.25 | 198 | 1.0069 | 0.2316 | 1.0069 | 1.0034 |
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- | No log | 8.3333 | 200 | 1.0128 | 0.2341 | 1.0128 | 1.0064 |
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- | No log | 8.4167 | 202 | 1.0248 | 0.2015 | 1.0248 | 1.0123 |
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- | No log | 8.5 | 204 | 1.0407 | 0.2742 | 1.0407 | 1.0201 |
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- | No log | 8.5833 | 206 | 1.0821 | 0.2931 | 1.0821 | 1.0402 |
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- | No log | 8.6667 | 208 | 1.1264 | 0.2499 | 1.1264 | 1.0613 |
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- | No log | 8.75 | 210 | 1.1104 | 0.3087 | 1.1104 | 1.0538 |
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- | No log | 8.8333 | 212 | 0.9966 | 0.3326 | 0.9966 | 0.9983 |
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- | No log | 8.9167 | 214 | 0.9335 | 0.2133 | 0.9335 | 0.9662 |
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- | No log | 9.0 | 216 | 0.9216 | 0.2133 | 0.9216 | 0.9600 |
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- | No log | 9.0833 | 218 | 0.9465 | 0.2742 | 0.9465 | 0.9729 |
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- | No log | 9.1667 | 220 | 1.0080 | 0.3326 | 1.0080 | 1.0040 |
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- | No log | 9.25 | 222 | 1.0419 | 0.3048 | 1.0419 | 1.0207 |
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- | No log | 9.3333 | 224 | 1.1051 | 0.4102 | 1.1051 | 1.0513 |
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- | No log | 9.4167 | 226 | 1.0534 | 0.3806 | 1.0534 | 1.0263 |
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- | No log | 9.5 | 228 | 1.0164 | 0.3806 | 1.0164 | 1.0081 |
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- | No log | 9.5833 | 230 | 1.0277 | 0.3824 | 1.0277 | 1.0137 |
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- | No log | 9.6667 | 232 | 1.0604 | 0.3974 | 1.0604 | 1.0298 |
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- | No log | 9.75 | 234 | 1.0153 | 0.3860 | 1.0153 | 1.0076 |
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- | No log | 9.8333 | 236 | 0.9958 | 0.3326 | 0.9958 | 0.9979 |
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- | No log | 9.9167 | 238 | 1.0061 | 0.2528 | 1.0061 | 1.0031 |
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- | No log | 10.0 | 240 | 1.0362 | 0.2528 | 1.0362 | 1.0179 |
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- | No log | 10.0833 | 242 | 1.0535 | 0.2456 | 1.0535 | 1.0264 |
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- | No log | 10.1667 | 244 | 1.0604 | 0.2857 | 1.0604 | 1.0298 |
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- | No log | 10.25 | 246 | 1.0449 | 0.2857 | 1.0449 | 1.0222 |
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- | No log | 10.3333 | 248 | 1.0328 | 0.2456 | 1.0328 | 1.0163 |
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- | No log | 10.4167 | 250 | 1.0362 | 0.2440 | 1.0362 | 1.0179 |
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- | No log | 10.5 | 252 | 1.0683 | 0.2633 | 1.0683 | 1.0336 |
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- | No log | 10.5833 | 254 | 1.0706 | 0.2633 | 1.0706 | 1.0347 |
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- | No log | 10.6667 | 256 | 1.0920 | 0.2633 | 1.0920 | 1.0450 |
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- | No log | 10.75 | 258 | 1.1041 | 0.2766 | 1.1041 | 1.0508 |
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- | No log | 10.8333 | 260 | 1.0871 | 0.2786 | 1.0871 | 1.0426 |
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- | No log | 10.9167 | 262 | 1.1365 | 0.2220 | 1.1365 | 1.0661 |
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- | No log | 11.0 | 264 | 1.1965 | 0.1379 | 1.1965 | 1.0938 |
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- | No log | 11.0833 | 266 | 1.1943 | 0.1379 | 1.1943 | 1.0928 |
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- | No log | 11.1667 | 268 | 1.1232 | 0.2716 | 1.1232 | 1.0598 |
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- | No log | 11.25 | 270 | 1.0761 | 0.2602 | 1.0761 | 1.0374 |
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- | No log | 11.3333 | 272 | 1.0929 | 0.2766 | 1.0929 | 1.0454 |
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- | No log | 11.4167 | 274 | 1.0492 | 0.2766 | 1.0492 | 1.0243 |
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- | No log | 11.5 | 276 | 0.9701 | 0.3194 | 0.9701 | 0.9849 |
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- | No log | 11.5833 | 278 | 0.9497 | 0.2835 | 0.9497 | 0.9745 |
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- | No log | 11.6667 | 280 | 0.9609 | 0.3172 | 0.9609 | 0.9802 |
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- | No log | 11.75 | 282 | 1.0347 | 0.3463 | 1.0347 | 1.0172 |
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- | No log | 11.8333 | 284 | 1.0848 | 0.3584 | 1.0848 | 1.0415 |
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- | No log | 11.9167 | 286 | 1.1029 | 0.3954 | 1.1029 | 1.0502 |
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- | No log | 12.0 | 288 | 1.0144 | 0.4089 | 1.0144 | 1.0072 |
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- | No log | 12.0833 | 290 | 0.9258 | 0.3052 | 0.9258 | 0.9622 |
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- | No log | 12.1667 | 292 | 0.9118 | 0.2835 | 0.9118 | 0.9549 |
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- | No log | 12.25 | 294 | 0.9176 | 0.3215 | 0.9176 | 0.9579 |
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- | No log | 12.3333 | 296 | 0.9206 | 0.3194 | 0.9206 | 0.9595 |
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- | No log | 12.4167 | 298 | 0.9192 | 0.3194 | 0.9192 | 0.9588 |
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- | No log | 12.5 | 300 | 0.9525 | 0.3879 | 0.9525 | 0.9760 |
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- | No log | 12.5833 | 302 | 1.0285 | 0.3973 | 1.0285 | 1.0142 |
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- | No log | 12.6667 | 304 | 1.0578 | 0.3957 | 1.0578 | 1.0285 |
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- | No log | 12.75 | 306 | 1.1019 | 0.3806 | 1.1019 | 1.0497 |
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- | No log | 12.8333 | 308 | 1.1158 | 0.3806 | 1.1158 | 1.0563 |
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- | No log | 12.9167 | 310 | 1.1412 | 0.3672 | 1.1412 | 1.0683 |
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- | No log | 13.0 | 312 | 1.1810 | 0.3539 | 1.1810 | 1.0867 |
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- | No log | 13.0833 | 314 | 1.1250 | 0.3806 | 1.1250 | 1.0607 |
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- | No log | 13.1667 | 316 | 1.0227 | 0.3188 | 1.0227 | 1.0113 |
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- | No log | 13.25 | 318 | 0.9889 | 0.2602 | 0.9889 | 0.9944 |
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- | No log | 13.3333 | 320 | 0.9839 | 0.2602 | 0.9839 | 0.9919 |
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- | No log | 13.4167 | 322 | 0.9774 | 0.2741 | 0.9774 | 0.9886 |
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- | No log | 13.5 | 324 | 0.9829 | 0.3513 | 0.9829 | 0.9914 |
214
- | No log | 13.5833 | 326 | 1.0274 | 0.3878 | 1.0274 | 1.0136 |
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- | No log | 13.6667 | 328 | 1.0886 | 0.3706 | 1.0886 | 1.0434 |
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- | No log | 13.75 | 330 | 1.1218 | 0.3167 | 1.1218 | 1.0591 |
217
- | No log | 13.8333 | 332 | 1.0807 | 0.2624 | 1.0807 | 1.0396 |
218
- | No log | 13.9167 | 334 | 1.0520 | 0.2473 | 1.0520 | 1.0257 |
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- | No log | 14.0 | 336 | 1.0434 | 0.2108 | 1.0434 | 1.0215 |
220
- | No log | 14.0833 | 338 | 1.0541 | 0.1961 | 1.0541 | 1.0267 |
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- | No log | 14.1667 | 340 | 1.0589 | 0.2254 | 1.0589 | 1.0290 |
222
- | No log | 14.25 | 342 | 1.0662 | 0.2254 | 1.0662 | 1.0326 |
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- | No log | 14.3333 | 344 | 1.0581 | 0.2254 | 1.0581 | 1.0286 |
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- | No log | 14.4167 | 346 | 1.0615 | 0.2158 | 1.0615 | 1.0303 |
225
- | No log | 14.5 | 348 | 1.0098 | 0.2229 | 1.0098 | 1.0049 |
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- | No log | 14.5833 | 350 | 0.9795 | 0.3112 | 0.9795 | 0.9897 |
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- | No log | 14.6667 | 352 | 0.9877 | 0.3129 | 0.9877 | 0.9938 |
228
- | No log | 14.75 | 354 | 1.0285 | 0.3921 | 1.0285 | 1.0141 |
229
- | No log | 14.8333 | 356 | 1.0930 | 0.3953 | 1.0930 | 1.0455 |
230
- | No log | 14.9167 | 358 | 1.1635 | 0.3619 | 1.1635 | 1.0787 |
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- | No log | 15.0 | 360 | 1.1803 | 0.3744 | 1.1803 | 1.0864 |
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- | No log | 15.0833 | 362 | 1.1137 | 0.3864 | 1.1137 | 1.0553 |
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- | No log | 15.1667 | 364 | 1.0704 | 0.3546 | 1.0704 | 1.0346 |
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- | No log | 15.25 | 366 | 1.0728 | 0.3787 | 1.0728 | 1.0358 |
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- | No log | 15.3333 | 368 | 1.0015 | 0.3957 | 1.0015 | 1.0008 |
236
- | No log | 15.4167 | 370 | 0.9955 | 0.3957 | 0.9955 | 0.9977 |
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- | No log | 15.5 | 372 | 0.9717 | 0.3939 | 0.9717 | 0.9857 |
238
- | No log | 15.5833 | 374 | 0.9552 | 0.3958 | 0.9552 | 0.9773 |
239
- | No log | 15.6667 | 376 | 0.9484 | 0.3976 | 0.9484 | 0.9739 |
240
- | No log | 15.75 | 378 | 0.9691 | 0.3958 | 0.9691 | 0.9844 |
241
- | No log | 15.8333 | 380 | 0.9743 | 0.3958 | 0.9743 | 0.9871 |
242
- | No log | 15.9167 | 382 | 0.9658 | 0.4093 | 0.9658 | 0.9828 |
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- | No log | 16.0 | 384 | 0.9540 | 0.3563 | 0.9540 | 0.9767 |
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- | No log | 16.0833 | 386 | 0.9600 | 0.3939 | 0.9600 | 0.9798 |
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- | No log | 16.1667 | 388 | 1.0135 | 0.3804 | 1.0135 | 1.0067 |
246
- | No log | 16.25 | 390 | 1.1096 | 0.3371 | 1.1096 | 1.0534 |
247
- | No log | 16.3333 | 392 | 1.1226 | 0.3371 | 1.1226 | 1.0595 |
248
- | No log | 16.4167 | 394 | 1.0249 | 0.3842 | 1.0249 | 1.0124 |
249
- | No log | 16.5 | 396 | 0.9494 | 0.3272 | 0.9494 | 0.9744 |
250
- | No log | 16.5833 | 398 | 0.9154 | 0.3817 | 0.9154 | 0.9568 |
251
- | No log | 16.6667 | 400 | 0.9051 | 0.3425 | 0.9051 | 0.9514 |
252
- | No log | 16.75 | 402 | 0.9153 | 0.3697 | 0.9153 | 0.9567 |
253
- | No log | 16.8333 | 404 | 0.9400 | 0.3424 | 0.9400 | 0.9695 |
254
- | No log | 16.9167 | 406 | 0.9588 | 0.3523 | 0.9588 | 0.9792 |
255
- | No log | 17.0 | 408 | 1.0032 | 0.3103 | 1.0032 | 1.0016 |
256
- | No log | 17.0833 | 410 | 1.0611 | 0.3140 | 1.0611 | 1.0301 |
257
- | No log | 17.1667 | 412 | 1.0550 | 0.2865 | 1.0550 | 1.0271 |
258
- | No log | 17.25 | 414 | 0.9983 | 0.3129 | 0.9983 | 0.9991 |
259
- | No log | 17.3333 | 416 | 0.9693 | 0.3548 | 0.9693 | 0.9846 |
260
- | No log | 17.4167 | 418 | 0.9954 | 0.2503 | 0.9954 | 0.9977 |
261
- | No log | 17.5 | 420 | 1.0027 | 0.2503 | 1.0027 | 1.0014 |
262
- | No log | 17.5833 | 422 | 0.9795 | 0.3291 | 0.9795 | 0.9897 |
263
- | No log | 17.6667 | 424 | 0.9477 | 0.3661 | 0.9477 | 0.9735 |
264
- | No log | 17.75 | 426 | 0.9490 | 0.3838 | 0.9490 | 0.9742 |
265
- | No log | 17.8333 | 428 | 0.9836 | 0.3861 | 0.9836 | 0.9918 |
266
- | No log | 17.9167 | 430 | 1.0475 | 0.3989 | 1.0475 | 1.0235 |
267
- | No log | 18.0 | 432 | 1.0762 | 0.3989 | 1.0762 | 1.0374 |
268
- | No log | 18.0833 | 434 | 1.0511 | 0.3732 | 1.0511 | 1.0252 |
269
- | No log | 18.1667 | 436 | 0.9887 | 0.2986 | 0.9887 | 0.9943 |
270
- | No log | 18.25 | 438 | 0.9487 | 0.2695 | 0.9487 | 0.9740 |
271
- | No log | 18.3333 | 440 | 0.9258 | 0.3112 | 0.9258 | 0.9622 |
272
- | No log | 18.4167 | 442 | 0.9178 | 0.3236 | 0.9178 | 0.9580 |
273
- | No log | 18.5 | 444 | 0.9517 | 0.4209 | 0.9517 | 0.9755 |
274
- | No log | 18.5833 | 446 | 1.0361 | 0.3806 | 1.0361 | 1.0179 |
275
- | No log | 18.6667 | 448 | 1.1112 | 0.3827 | 1.1112 | 1.0541 |
276
- | No log | 18.75 | 450 | 1.0921 | 0.3845 | 1.0921 | 1.0450 |
277
- | No log | 18.8333 | 452 | 1.0085 | 0.3454 | 1.0085 | 1.0043 |
278
- | No log | 18.9167 | 454 | 0.9548 | 0.3435 | 0.9548 | 0.9771 |
279
- | No log | 19.0 | 456 | 0.9325 | 0.3693 | 0.9325 | 0.9657 |
280
- | No log | 19.0833 | 458 | 0.9268 | 0.3693 | 0.9268 | 0.9627 |
281
- | No log | 19.1667 | 460 | 0.9325 | 0.3435 | 0.9325 | 0.9657 |
282
- | No log | 19.25 | 462 | 0.9428 | 0.3840 | 0.9428 | 0.9710 |
283
- | No log | 19.3333 | 464 | 0.9577 | 0.3821 | 0.9577 | 0.9786 |
284
- | No log | 19.4167 | 466 | 0.9827 | 0.3822 | 0.9827 | 0.9913 |
285
- | No log | 19.5 | 468 | 0.9661 | 0.3840 | 0.9661 | 0.9829 |
286
- | No log | 19.5833 | 470 | 0.9445 | 0.3622 | 0.9445 | 0.9719 |
287
- | No log | 19.6667 | 472 | 0.9385 | 0.3737 | 0.9385 | 0.9687 |
288
- | No log | 19.75 | 474 | 0.9462 | 0.3356 | 0.9462 | 0.9728 |
289
- | No log | 19.8333 | 476 | 0.9550 | 0.3496 | 0.9550 | 0.9773 |
290
- | No log | 19.9167 | 478 | 0.9494 | 0.3301 | 0.9494 | 0.9744 |
291
- | No log | 20.0 | 480 | 0.9649 | 0.3301 | 0.9649 | 0.9823 |
292
- | No log | 20.0833 | 482 | 0.9882 | 0.3301 | 0.9882 | 0.9941 |
293
- | No log | 20.1667 | 484 | 0.9810 | 0.3446 | 0.9810 | 0.9905 |
294
- | No log | 20.25 | 486 | 0.9572 | 0.3033 | 0.9572 | 0.9784 |
295
- | No log | 20.3333 | 488 | 0.9422 | 0.3425 | 0.9422 | 0.9707 |
296
- | No log | 20.4167 | 490 | 0.9288 | 0.2742 | 0.9288 | 0.9637 |
297
- | No log | 20.5 | 492 | 0.9402 | 0.2931 | 0.9402 | 0.9696 |
298
- | No log | 20.5833 | 494 | 0.9667 | 0.3383 | 0.9667 | 0.9832 |
299
- | No log | 20.6667 | 496 | 1.0236 | 0.3785 | 1.0236 | 1.0117 |
300
- | No log | 20.75 | 498 | 1.0889 | 0.3511 | 1.0889 | 1.0435 |
301
- | 0.2658 | 20.8333 | 500 | 1.0660 | 0.3648 | 1.0660 | 1.0325 |
302
- | 0.2658 | 20.9167 | 502 | 0.9868 | 0.2865 | 0.9868 | 0.9934 |
303
- | 0.2658 | 21.0 | 504 | 0.9496 | 0.3280 | 0.9496 | 0.9745 |
304
- | 0.2658 | 21.0833 | 506 | 0.9529 | 0.2888 | 0.9529 | 0.9762 |
305
- | 0.2658 | 21.1667 | 508 | 0.9714 | 0.3403 | 0.9714 | 0.9856 |
306
- | 0.2658 | 21.25 | 510 | 1.0244 | 0.2695 | 1.0244 | 1.0121 |
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k6_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k6_task5_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.0794
19
+ - Qwk: 0.2769
20
+ - Mse: 1.0794
21
+ - Rmse: 1.0389
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0741 | 2 | 4.0254 | 0.0024 | 4.0254 | 2.0063 |
53
+ | No log | 0.1481 | 4 | 2.7057 | -0.0310 | 2.7057 | 1.6449 |
54
+ | No log | 0.2222 | 6 | 2.7525 | -0.0838 | 2.7525 | 1.6591 |
55
+ | No log | 0.2963 | 8 | 2.0904 | 0.0852 | 2.0904 | 1.4458 |
56
+ | No log | 0.3704 | 10 | 1.6324 | 0.0957 | 1.6324 | 1.2777 |
57
+ | No log | 0.4444 | 12 | 1.7281 | 0.1644 | 1.7281 | 1.3146 |
58
+ | No log | 0.5185 | 14 | 2.1127 | 0.0976 | 2.1127 | 1.4535 |
59
+ | No log | 0.5926 | 16 | 2.4789 | 0.0802 | 2.4789 | 1.5744 |
60
+ | No log | 0.6667 | 18 | 2.0321 | 0.1379 | 2.0321 | 1.4255 |
61
+ | No log | 0.7407 | 20 | 1.2849 | 0.2501 | 1.2849 | 1.1335 |
62
+ | No log | 0.8148 | 22 | 1.2558 | 0.2653 | 1.2558 | 1.1206 |
63
+ | No log | 0.8889 | 24 | 1.3784 | 0.2178 | 1.3784 | 1.1741 |
64
+ | No log | 0.9630 | 26 | 1.7659 | 0.2042 | 1.7659 | 1.3289 |
65
+ | No log | 1.0370 | 28 | 1.2739 | 0.3023 | 1.2739 | 1.1287 |
66
+ | No log | 1.1111 | 30 | 1.0461 | 0.3256 | 1.0461 | 1.0228 |
67
+ | No log | 1.1852 | 32 | 1.0763 | 0.3297 | 1.0763 | 1.0374 |
68
+ | No log | 1.2593 | 34 | 1.3299 | 0.2840 | 1.3299 | 1.1532 |
69
+ | No log | 1.3333 | 36 | 1.4380 | 0.3218 | 1.4380 | 1.1992 |
70
+ | No log | 1.4074 | 38 | 1.5100 | 0.3455 | 1.5100 | 1.2288 |
71
+ | No log | 1.4815 | 40 | 1.2438 | 0.2334 | 1.2438 | 1.1153 |
72
+ | No log | 1.5556 | 42 | 1.1295 | 0.3043 | 1.1295 | 1.0628 |
73
+ | No log | 1.6296 | 44 | 1.1387 | 0.3128 | 1.1387 | 1.0671 |
74
+ | No log | 1.7037 | 46 | 1.2973 | 0.2457 | 1.2973 | 1.1390 |
75
+ | No log | 1.7778 | 48 | 1.3163 | 0.2496 | 1.3163 | 1.1473 |
76
+ | No log | 1.8519 | 50 | 1.1564 | 0.2844 | 1.1564 | 1.0753 |
77
+ | No log | 1.9259 | 52 | 1.0816 | 0.2972 | 1.0816 | 1.0400 |
78
+ | No log | 2.0 | 54 | 1.1190 | 0.3380 | 1.1190 | 1.0578 |
79
+ | No log | 2.0741 | 56 | 1.0715 | 0.2829 | 1.0715 | 1.0351 |
80
+ | No log | 2.1481 | 58 | 1.4119 | 0.1778 | 1.4119 | 1.1882 |
81
+ | No log | 2.2222 | 60 | 1.6885 | 0.1386 | 1.6885 | 1.2994 |
82
+ | No log | 2.2963 | 62 | 1.6795 | 0.1386 | 1.6795 | 1.2959 |
83
+ | No log | 2.3704 | 64 | 1.2581 | 0.2110 | 1.2581 | 1.1216 |
84
+ | No log | 2.4444 | 66 | 1.0929 | 0.3352 | 1.0929 | 1.0454 |
85
+ | No log | 2.5185 | 68 | 1.0975 | 0.2965 | 1.0975 | 1.0476 |
86
+ | No log | 2.5926 | 70 | 1.1548 | 0.3421 | 1.1548 | 1.0746 |
87
+ | No log | 2.6667 | 72 | 1.0999 | 0.3363 | 1.0999 | 1.0488 |
88
+ | No log | 2.7407 | 74 | 1.0869 | 0.3218 | 1.0869 | 1.0425 |
89
+ | No log | 2.8148 | 76 | 1.1267 | 0.4297 | 1.1267 | 1.0614 |
90
+ | No log | 2.8889 | 78 | 1.1473 | 0.3875 | 1.1473 | 1.0711 |
91
+ | No log | 2.9630 | 80 | 1.2139 | 0.3554 | 1.2139 | 1.1018 |
92
+ | No log | 3.0370 | 82 | 1.2992 | 0.3174 | 1.2992 | 1.1398 |
93
+ | No log | 3.1111 | 84 | 1.2467 | 0.3340 | 1.2467 | 1.1166 |
94
+ | No log | 3.1852 | 86 | 1.1926 | 0.4147 | 1.1926 | 1.0921 |
95
+ | No log | 3.2593 | 88 | 1.1955 | 0.4898 | 1.1955 | 1.0934 |
96
+ | No log | 3.3333 | 90 | 1.1696 | 0.4342 | 1.1696 | 1.0815 |
97
+ | No log | 3.4074 | 92 | 1.1990 | 0.3568 | 1.1990 | 1.0950 |
98
+ | No log | 3.4815 | 94 | 1.1524 | 0.4511 | 1.1524 | 1.0735 |
99
+ | No log | 3.5556 | 96 | 1.1777 | 0.3480 | 1.1777 | 1.0852 |
100
+ | No log | 3.6296 | 98 | 1.1356 | 0.3962 | 1.1356 | 1.0657 |
101
+ | No log | 3.7037 | 100 | 1.1486 | 0.3237 | 1.1486 | 1.0717 |
102
+ | No log | 3.7778 | 102 | 1.2223 | 0.4298 | 1.2223 | 1.1056 |
103
+ | No log | 3.8519 | 104 | 1.2456 | 0.3990 | 1.2456 | 1.1161 |
104
+ | No log | 3.9259 | 106 | 1.2024 | 0.3394 | 1.2024 | 1.0965 |
105
+ | No log | 4.0 | 108 | 1.3498 | 0.2262 | 1.3498 | 1.1618 |
106
+ | No log | 4.0741 | 110 | 1.2523 | 0.2997 | 1.2523 | 1.1191 |
107
+ | No log | 4.1481 | 112 | 1.1616 | 0.3308 | 1.1616 | 1.0778 |
108
+ | No log | 4.2222 | 114 | 1.1880 | 0.3192 | 1.1880 | 1.0900 |
109
+ | No log | 4.2963 | 116 | 1.1942 | 0.3124 | 1.1942 | 1.0928 |
110
+ | No log | 4.3704 | 118 | 1.3255 | 0.2181 | 1.3255 | 1.1513 |
111
+ | No log | 4.4444 | 120 | 1.4126 | 0.1908 | 1.4126 | 1.1885 |
112
+ | No log | 4.5185 | 122 | 1.2129 | 0.3019 | 1.2129 | 1.1013 |
113
+ | No log | 4.5926 | 124 | 1.1533 | 0.3019 | 1.1533 | 1.0739 |
114
+ | No log | 4.6667 | 126 | 1.1490 | 0.2541 | 1.1490 | 1.0719 |
115
+ | No log | 4.7407 | 128 | 1.0965 | 0.2380 | 1.0965 | 1.0471 |
116
+ | No log | 4.8148 | 130 | 1.0982 | 0.2157 | 1.0982 | 1.0480 |
117
+ | No log | 4.8889 | 132 | 1.0176 | 0.3647 | 1.0176 | 1.0088 |
118
+ | No log | 4.9630 | 134 | 1.0536 | 0.2699 | 1.0536 | 1.0264 |
119
+ | No log | 5.0370 | 136 | 1.0177 | 0.3347 | 1.0177 | 1.0088 |
120
+ | No log | 5.1111 | 138 | 1.0380 | 0.3544 | 1.0380 | 1.0188 |
121
+ | No log | 5.1852 | 140 | 1.0340 | 0.3896 | 1.0340 | 1.0169 |
122
+ | No log | 5.2593 | 142 | 1.1063 | 0.2970 | 1.1063 | 1.0518 |
123
+ | No log | 5.3333 | 144 | 1.2243 | 0.2636 | 1.2243 | 1.1065 |
124
+ | No log | 5.4074 | 146 | 1.2790 | 0.2636 | 1.2790 | 1.1309 |
125
+ | No log | 5.4815 | 148 | 1.1950 | 0.3472 | 1.1950 | 1.0931 |
126
+ | No log | 5.5556 | 150 | 1.1558 | 0.3540 | 1.1558 | 1.0751 |
127
+ | No log | 5.6296 | 152 | 1.1858 | 0.3578 | 1.1858 | 1.0890 |
128
+ | No log | 5.7037 | 154 | 1.1997 | 0.2970 | 1.1997 | 1.0953 |
129
+ | No log | 5.7778 | 156 | 1.1492 | 0.2655 | 1.1492 | 1.0720 |
130
+ | No log | 5.8519 | 158 | 1.0794 | 0.2290 | 1.0794 | 1.0390 |
131
+ | No log | 5.9259 | 160 | 1.0784 | 0.2963 | 1.0784 | 1.0385 |
132
+ | No log | 6.0 | 162 | 1.0976 | 0.2514 | 1.0976 | 1.0476 |
133
+ | No log | 6.0741 | 164 | 1.1007 | 0.2738 | 1.1007 | 1.0492 |
134
+ | No log | 6.1481 | 166 | 1.0912 | 0.3113 | 1.0912 | 1.0446 |
135
+ | No log | 6.2222 | 168 | 1.1511 | 0.2694 | 1.1511 | 1.0729 |
136
+ | No log | 6.2963 | 170 | 1.2646 | 0.2036 | 1.2646 | 1.1245 |
137
+ | No log | 6.3704 | 172 | 1.1456 | 0.3342 | 1.1456 | 1.0703 |
138
+ | No log | 6.4444 | 174 | 1.1536 | 0.3483 | 1.1536 | 1.0741 |
139
+ | No log | 6.5185 | 176 | 1.1795 | 0.3045 | 1.1795 | 1.0860 |
140
+ | No log | 6.5926 | 178 | 1.1327 | 0.3502 | 1.1327 | 1.0643 |
141
+ | No log | 6.6667 | 180 | 1.1169 | 0.3768 | 1.1169 | 1.0568 |
142
+ | No log | 6.7407 | 182 | 1.0950 | 0.4537 | 1.0950 | 1.0464 |
143
+ | No log | 6.8148 | 184 | 1.1358 | 0.4023 | 1.1358 | 1.0657 |
144
+ | No log | 6.8889 | 186 | 1.1574 | 0.3472 | 1.1574 | 1.0758 |
145
+ | No log | 6.9630 | 188 | 1.1643 | 0.2748 | 1.1643 | 1.0790 |
146
+ | No log | 7.0370 | 190 | 1.0528 | 0.2908 | 1.0528 | 1.0261 |
147
+ | No log | 7.1111 | 192 | 0.9725 | 0.4010 | 0.9725 | 0.9862 |
148
+ | No log | 7.1852 | 194 | 0.9702 | 0.4010 | 0.9702 | 0.9850 |
149
+ | No log | 7.2593 | 196 | 1.0791 | 0.3042 | 1.0791 | 1.0388 |
150
+ | No log | 7.3333 | 198 | 1.1658 | 0.2907 | 1.1658 | 1.0797 |
151
+ | No log | 7.4074 | 200 | 1.1289 | 0.3756 | 1.1289 | 1.0625 |
152
+ | No log | 7.4815 | 202 | 1.1011 | 0.3880 | 1.1011 | 1.0493 |
153
+ | No log | 7.5556 | 204 | 1.0604 | 0.3330 | 1.0604 | 1.0297 |
154
+ | No log | 7.6296 | 206 | 1.1115 | 0.3472 | 1.1115 | 1.0543 |
155
+ | No log | 7.7037 | 208 | 1.1154 | 0.3491 | 1.1154 | 1.0561 |
156
+ | No log | 7.7778 | 210 | 1.0876 | 0.3011 | 1.0876 | 1.0429 |
157
+ | No log | 7.8519 | 212 | 1.1000 | 0.2721 | 1.1000 | 1.0488 |
158
+ | No log | 7.9259 | 214 | 1.1517 | 0.2792 | 1.1517 | 1.0732 |
159
+ | No log | 8.0 | 216 | 1.1962 | 0.2792 | 1.1962 | 1.0937 |
160
+ | No log | 8.0741 | 218 | 1.1897 | 0.2632 | 1.1897 | 1.0907 |
161
+ | No log | 8.1481 | 220 | 1.1308 | 0.1710 | 1.1308 | 1.0634 |
162
+ | No log | 8.2222 | 222 | 1.0714 | 0.3149 | 1.0714 | 1.0351 |
163
+ | No log | 8.2963 | 224 | 1.1000 | 0.2432 | 1.1000 | 1.0488 |
164
+ | No log | 8.3704 | 226 | 1.0766 | 0.2921 | 1.0766 | 1.0376 |
165
+ | No log | 8.4444 | 228 | 1.1387 | 0.2562 | 1.1387 | 1.0671 |
166
+ | No log | 8.5185 | 230 | 1.2167 | 0.2988 | 1.2167 | 1.1030 |
167
+ | No log | 8.5926 | 232 | 1.1396 | 0.3139 | 1.1396 | 1.0675 |
168
+ | No log | 8.6667 | 234 | 1.0379 | 0.3781 | 1.0379 | 1.0188 |
169
+ | No log | 8.7407 | 236 | 1.0686 | 0.2630 | 1.0686 | 1.0337 |
170
+ | No log | 8.8148 | 238 | 1.0620 | 0.3186 | 1.0620 | 1.0305 |
171
+ | No log | 8.8889 | 240 | 1.0639 | 0.3841 | 1.0639 | 1.0315 |
172
+ | No log | 8.9630 | 242 | 1.1881 | 0.3463 | 1.1881 | 1.0900 |
173
+ | No log | 9.0370 | 244 | 1.1677 | 0.3046 | 1.1677 | 1.0806 |
174
+ | No log | 9.1111 | 246 | 1.0421 | 0.2216 | 1.0421 | 1.0208 |
175
+ | No log | 9.1852 | 248 | 1.0217 | 0.2763 | 1.0217 | 1.0108 |
176
+ | No log | 9.2593 | 250 | 1.0287 | 0.1857 | 1.0287 | 1.0142 |
177
+ | No log | 9.3333 | 252 | 1.1701 | 0.1985 | 1.1701 | 1.0817 |
178
+ | No log | 9.4074 | 254 | 1.2389 | 0.3237 | 1.2389 | 1.1131 |
179
+ | No log | 9.4815 | 256 | 1.1347 | 0.2680 | 1.1347 | 1.0652 |
180
+ | No log | 9.5556 | 258 | 1.0148 | 0.2909 | 1.0148 | 1.0074 |
181
+ | No log | 9.6296 | 260 | 0.9906 | 0.3335 | 0.9906 | 0.9953 |
182
+ | No log | 9.7037 | 262 | 1.0093 | 0.3066 | 1.0093 | 1.0046 |
183
+ | No log | 9.7778 | 264 | 1.1676 | 0.3488 | 1.1676 | 1.0806 |
184
+ | No log | 9.8519 | 266 | 1.2519 | 0.3596 | 1.2519 | 1.1189 |
185
+ | No log | 9.9259 | 268 | 1.2605 | 0.3205 | 1.2605 | 1.1227 |
186
+ | No log | 10.0 | 270 | 1.1705 | 0.2907 | 1.1705 | 1.0819 |
187
+ | No log | 10.0741 | 272 | 1.1252 | 0.2610 | 1.1252 | 1.0607 |
188
+ | No log | 10.1481 | 274 | 1.1432 | 0.2907 | 1.1432 | 1.0692 |
189
+ | No log | 10.2222 | 276 | 1.1323 | 0.2907 | 1.1323 | 1.0641 |
190
+ | No log | 10.2963 | 278 | 1.1468 | 0.2836 | 1.1468 | 1.0709 |
191
+ | No log | 10.3704 | 280 | 1.1172 | 0.3626 | 1.1172 | 1.0570 |
192
+ | No log | 10.4444 | 282 | 1.1270 | 0.3154 | 1.1270 | 1.0616 |
193
+ | No log | 10.5185 | 284 | 1.1447 | 0.3154 | 1.1447 | 1.0699 |
194
+ | No log | 10.5926 | 286 | 1.2492 | 0.3453 | 1.2492 | 1.1177 |
195
+ | No log | 10.6667 | 288 | 1.3009 | 0.3461 | 1.3009 | 1.1406 |
196
+ | No log | 10.7407 | 290 | 1.1917 | 0.4032 | 1.1917 | 1.0916 |
197
+ | No log | 10.8148 | 292 | 1.0836 | 0.3932 | 1.0836 | 1.0409 |
198
+ | No log | 10.8889 | 294 | 1.1274 | 0.3450 | 1.1274 | 1.0618 |
199
+ | No log | 10.9630 | 296 | 1.0623 | 0.3781 | 1.0623 | 1.0307 |
200
+ | No log | 11.0370 | 298 | 1.0567 | 0.3029 | 1.0567 | 1.0280 |
201
+ | No log | 11.1111 | 300 | 1.1001 | 0.3542 | 1.1001 | 1.0489 |
202
+ | No log | 11.1852 | 302 | 1.1879 | 0.3243 | 1.1879 | 1.0899 |
203
+ | No log | 11.2593 | 304 | 1.1105 | 0.3026 | 1.1105 | 1.0538 |
204
+ | No log | 11.3333 | 306 | 0.9989 | 0.3474 | 0.9989 | 0.9994 |
205
+ | No log | 11.4074 | 308 | 0.9835 | 0.3435 | 0.9835 | 0.9917 |
206
+ | No log | 11.4815 | 310 | 0.9953 | 0.2432 | 0.9953 | 0.9977 |
207
+ | No log | 11.5556 | 312 | 1.0059 | 0.3474 | 1.0059 | 1.0029 |
208
+ | No log | 11.6296 | 314 | 1.0560 | 0.2951 | 1.0560 | 1.0276 |
209
+ | No log | 11.7037 | 316 | 1.1059 | 0.3029 | 1.1059 | 1.0516 |
210
+ | No log | 11.7778 | 318 | 1.1051 | 0.2991 | 1.1051 | 1.0512 |
211
+ | No log | 11.8519 | 320 | 1.1408 | 0.2919 | 1.1408 | 1.0681 |
212
+ | No log | 11.9259 | 322 | 1.1268 | 0.2679 | 1.1268 | 1.0615 |
213
+ | No log | 12.0 | 324 | 1.1046 | 0.3559 | 1.1046 | 1.0510 |
214
+ | No log | 12.0741 | 326 | 1.0967 | 0.2633 | 1.0967 | 1.0472 |
215
+ | No log | 12.1481 | 328 | 1.1203 | 0.3029 | 1.1203 | 1.0584 |
216
+ | No log | 12.2222 | 330 | 1.1866 | 0.3330 | 1.1866 | 1.0893 |
217
+ | No log | 12.2963 | 332 | 1.1779 | 0.3330 | 1.1779 | 1.0853 |
218
+ | No log | 12.3704 | 334 | 1.1149 | 0.2470 | 1.1149 | 1.0559 |
219
+ | No log | 12.4444 | 336 | 1.1011 | 0.2053 | 1.1011 | 1.0493 |
220
+ | No log | 12.5185 | 338 | 1.1098 | 0.2912 | 1.1098 | 1.0535 |
221
+ | No log | 12.5926 | 340 | 1.0727 | 0.3014 | 1.0727 | 1.0357 |
222
+ | No log | 12.6667 | 342 | 1.1494 | 0.3472 | 1.1494 | 1.0721 |
223
+ | No log | 12.7407 | 344 | 1.1591 | 0.2545 | 1.1591 | 1.0766 |
224
+ | No log | 12.8148 | 346 | 1.0746 | 0.2346 | 1.0746 | 1.0366 |
225
+ | No log | 12.8889 | 348 | 0.9990 | 0.3465 | 0.9990 | 0.9995 |
226
+ | No log | 12.9630 | 350 | 1.0530 | 0.2973 | 1.0530 | 1.0261 |
227
+ | No log | 13.0370 | 352 | 1.0598 | 0.2973 | 1.0598 | 1.0294 |
228
+ | No log | 13.1111 | 354 | 1.0046 | 0.3647 | 1.0046 | 1.0023 |
229
+ | No log | 13.1852 | 356 | 1.0528 | 0.3300 | 1.0528 | 1.0260 |
230
+ | No log | 13.2593 | 358 | 1.0931 | 0.3897 | 1.0931 | 1.0455 |
231
+ | No log | 13.3333 | 360 | 1.1502 | 0.3913 | 1.1502 | 1.0725 |
232
+ | No log | 13.4074 | 362 | 1.0946 | 0.3154 | 1.0946 | 1.0462 |
233
+ | No log | 13.4815 | 364 | 1.0433 | 0.3474 | 1.0433 | 1.0214 |
234
+ | No log | 13.5556 | 366 | 1.0679 | 0.3119 | 1.0679 | 1.0334 |
235
+ | No log | 13.6296 | 368 | 1.1348 | 0.2263 | 1.1348 | 1.0653 |
236
+ | No log | 13.7037 | 370 | 1.1541 | 0.2658 | 1.1541 | 1.0743 |
237
+ | No log | 13.7778 | 372 | 1.1372 | 0.3042 | 1.1372 | 1.0664 |
238
+ | No log | 13.8519 | 374 | 1.0955 | 0.2655 | 1.0955 | 1.0467 |
239
+ | No log | 13.9259 | 376 | 1.1222 | 0.2949 | 1.1222 | 1.0593 |
240
+ | No log | 14.0 | 378 | 1.1639 | 0.3210 | 1.1639 | 1.0789 |
241
+ | No log | 14.0741 | 380 | 1.1838 | 0.3275 | 1.1838 | 1.0880 |
242
+ | No log | 14.1481 | 382 | 1.1290 | 0.3542 | 1.1290 | 1.0625 |
243
+ | No log | 14.2222 | 384 | 1.0471 | 0.3144 | 1.0471 | 1.0233 |
244
+ | No log | 14.2963 | 386 | 1.0318 | 0.3276 | 1.0318 | 1.0158 |
245
+ | No log | 14.3704 | 388 | 1.0145 | 0.3243 | 1.0145 | 1.0072 |
246
+ | No log | 14.4444 | 390 | 1.0790 | 0.3139 | 1.0790 | 1.0388 |
247
+ | No log | 14.5185 | 392 | 1.1405 | 0.3418 | 1.1405 | 1.0679 |
248
+ | No log | 14.5926 | 394 | 1.1002 | 0.3281 | 1.1002 | 1.0489 |
249
+ | No log | 14.6667 | 396 | 1.0686 | 0.3243 | 1.0686 | 1.0337 |
250
+ | No log | 14.7407 | 398 | 1.0405 | 0.3263 | 1.0405 | 1.0201 |
251
+ | No log | 14.8148 | 400 | 1.0533 | 0.2942 | 1.0533 | 1.0263 |
252
+ | No log | 14.8889 | 402 | 1.0403 | 0.2974 | 1.0403 | 1.0199 |
253
+ | No log | 14.9630 | 404 | 1.0837 | 0.3560 | 1.0837 | 1.0410 |
254
+ | No log | 15.0370 | 406 | 1.1797 | 0.3654 | 1.1797 | 1.0861 |
255
+ | No log | 15.1111 | 408 | 1.2084 | 0.3514 | 1.2084 | 1.0993 |
256
+ | No log | 15.1852 | 410 | 1.1342 | 0.3134 | 1.1342 | 1.0650 |
257
+ | No log | 15.2593 | 412 | 1.0842 | 0.2677 | 1.0842 | 1.0413 |
258
+ | No log | 15.3333 | 414 | 1.0716 | 0.2456 | 1.0716 | 1.0352 |
259
+ | No log | 15.4074 | 416 | 1.1269 | 0.2988 | 1.1269 | 1.0615 |
260
+ | No log | 15.4815 | 418 | 1.1733 | 0.3323 | 1.1733 | 1.0832 |
261
+ | No log | 15.5556 | 420 | 1.1526 | 0.3262 | 1.1526 | 1.0736 |
262
+ | No log | 15.6296 | 422 | 1.1041 | 0.2651 | 1.1041 | 1.0508 |
263
+ | No log | 15.7037 | 424 | 1.0880 | 0.2651 | 1.0880 | 1.0431 |
264
+ | No log | 15.7778 | 426 | 1.0515 | 0.2336 | 1.0515 | 1.0254 |
265
+ | No log | 15.8519 | 428 | 1.0403 | 0.2336 | 1.0403 | 1.0199 |
266
+ | No log | 15.9259 | 430 | 1.0294 | 0.2336 | 1.0294 | 1.0146 |
267
+ | No log | 16.0 | 432 | 1.0252 | 0.2336 | 1.0252 | 1.0125 |
268
+ | No log | 16.0741 | 434 | 1.0192 | 0.2910 | 1.0192 | 1.0096 |
269
+ | No log | 16.1481 | 436 | 1.0191 | 0.3209 | 1.0191 | 1.0095 |
270
+ | No log | 16.2222 | 438 | 1.0260 | 0.2835 | 1.0260 | 1.0129 |
271
+ | No log | 16.2963 | 440 | 1.0317 | 0.3112 | 1.0317 | 1.0158 |
272
+ | No log | 16.3704 | 442 | 1.0176 | 0.2835 | 1.0176 | 1.0087 |
273
+ | No log | 16.4444 | 444 | 1.0793 | 0.3196 | 1.0793 | 1.0389 |
274
+ | No log | 16.5185 | 446 | 1.2605 | 0.3268 | 1.2605 | 1.1227 |
275
+ | No log | 16.5926 | 448 | 1.2528 | 0.3111 | 1.2528 | 1.1193 |
276
+ | No log | 16.6667 | 450 | 1.1221 | 0.2239 | 1.1221 | 1.0593 |
277
+ | No log | 16.7407 | 452 | 1.0047 | 0.2432 | 1.0047 | 1.0024 |
278
+ | No log | 16.8148 | 454 | 0.9841 | 0.2400 | 0.9841 | 0.9920 |
279
+ | No log | 16.8889 | 456 | 1.0037 | 0.2102 | 1.0037 | 1.0018 |
280
+ | No log | 16.9630 | 458 | 1.0726 | 0.1919 | 1.0726 | 1.0357 |
281
+ | No log | 17.0370 | 460 | 1.0773 | 0.2928 | 1.0773 | 1.0379 |
282
+ | No log | 17.1111 | 462 | 1.0179 | 0.3318 | 1.0179 | 1.0089 |
283
+ | No log | 17.1852 | 464 | 1.0202 | 0.3182 | 1.0202 | 1.0101 |
284
+ | No log | 17.2593 | 466 | 1.0959 | 0.2928 | 1.0959 | 1.0469 |
285
+ | No log | 17.3333 | 468 | 1.2080 | 0.2328 | 1.2080 | 1.0991 |
286
+ | No log | 17.4074 | 470 | 1.1782 | 0.1960 | 1.1782 | 1.0855 |
287
+ | No log | 17.4815 | 472 | 1.0535 | 0.2432 | 1.0535 | 1.0264 |
288
+ | No log | 17.5556 | 474 | 0.9786 | 0.2326 | 0.9786 | 0.9892 |
289
+ | No log | 17.6296 | 476 | 0.9741 | 0.3301 | 0.9741 | 0.9870 |
290
+ | No log | 17.7037 | 478 | 0.9709 | 0.2742 | 0.9709 | 0.9853 |
291
+ | No log | 17.7778 | 480 | 0.9936 | 0.2909 | 0.9936 | 0.9968 |
292
+ | No log | 17.8519 | 482 | 1.0121 | 0.2909 | 1.0121 | 1.0060 |
293
+ | No log | 17.9259 | 484 | 0.9975 | 0.3008 | 0.9975 | 0.9987 |
294
+ | No log | 18.0 | 486 | 1.0103 | 0.3306 | 1.0103 | 1.0051 |
295
+ | No log | 18.0741 | 488 | 1.0075 | 0.2504 | 1.0075 | 1.0038 |
296
+ | No log | 18.1481 | 490 | 0.9898 | 0.3052 | 0.9898 | 0.9949 |
297
+ | No log | 18.2222 | 492 | 0.9819 | 0.2667 | 0.9819 | 0.9909 |
298
+ | No log | 18.2963 | 494 | 0.9783 | 0.3033 | 0.9783 | 0.9891 |
299
+ | No log | 18.3704 | 496 | 1.0257 | 0.2887 | 1.0257 | 1.0128 |
300
+ | No log | 18.4444 | 498 | 1.0676 | 0.2723 | 1.0676 | 1.0332 |
301
+ | 0.2662 | 18.5185 | 500 | 1.0889 | 0.3024 | 1.0889 | 1.0435 |
302
+ | 0.2662 | 18.5926 | 502 | 1.0526 | 0.3182 | 1.0526 | 1.0260 |
303
+ | 0.2662 | 18.6667 | 504 | 0.9974 | 0.3030 | 0.9974 | 0.9987 |
304
+ | 0.2662 | 18.7407 | 506 | 0.9933 | 0.2976 | 0.9933 | 0.9966 |
305
+ | 0.2662 | 18.8148 | 508 | 0.9989 | 0.2976 | 0.9989 | 0.9995 |
306
+ | 0.2662 | 18.8889 | 510 | 1.0095 | 0.2954 | 1.0095 | 1.0047 |
307
+ | 0.2662 | 18.9630 | 512 | 1.0570 | 0.2769 | 1.0570 | 1.0281 |
308
+ | 0.2662 | 19.0370 | 514 | 1.0794 | 0.2769 | 1.0794 | 1.0389 |
309
 
310
 
311
  ### Framework versions