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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k16_task2_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k15_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k15_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.1730
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- - Qwk: 0.0989
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- - Mse: 1.1730
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- - Rmse: 1.0830
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  ## Model description
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@@ -49,266 +49,276 @@ 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 | 0.0455 | 2 | 4.6479 | -0.0020 | 4.6479 | 2.1559 |
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- | No log | 0.0909 | 4 | 2.8042 | 0.0066 | 2.8042 | 1.6746 |
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- | No log | 0.1364 | 6 | 2.5629 | -0.0566 | 2.5629 | 1.6009 |
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- | No log | 0.1818 | 8 | 1.6482 | -0.1009 | 1.6482 | 1.2838 |
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- | No log | 0.2273 | 10 | 1.2385 | 0.1110 | 1.2385 | 1.1129 |
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- | No log | 0.2727 | 12 | 1.2391 | 0.1812 | 1.2391 | 1.1131 |
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- | No log | 0.3182 | 14 | 1.3528 | 0.0319 | 1.3528 | 1.1631 |
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- | No log | 0.3636 | 16 | 1.1979 | 0.1693 | 1.1979 | 1.0945 |
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- | No log | 0.4091 | 18 | 1.1695 | 0.1952 | 1.1695 | 1.0814 |
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- | No log | 0.4545 | 20 | 1.1638 | 0.2520 | 1.1638 | 1.0788 |
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- | No log | 0.5 | 22 | 1.1670 | 0.2097 | 1.1670 | 1.0803 |
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- | No log | 0.5455 | 24 | 1.1760 | 0.1732 | 1.1760 | 1.0844 |
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- | No log | 0.5909 | 26 | 1.1952 | 0.2424 | 1.1952 | 1.0933 |
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- | No log | 0.6364 | 28 | 1.2331 | 0.1733 | 1.2331 | 1.1104 |
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- | No log | 0.6818 | 30 | 1.3394 | 0.1045 | 1.3394 | 1.1573 |
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- | No log | 0.7273 | 32 | 1.3618 | 0.0537 | 1.3618 | 1.1670 |
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- | No log | 0.7727 | 34 | 1.3753 | 0.0688 | 1.3753 | 1.1727 |
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- | No log | 0.8182 | 36 | 1.1898 | 0.2168 | 1.1898 | 1.0908 |
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- | No log | 0.8636 | 38 | 1.2015 | 0.1482 | 1.2015 | 1.0961 |
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- | No log | 0.9091 | 40 | 1.3730 | 0.0353 | 1.3730 | 1.1718 |
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- | No log | 0.9545 | 42 | 1.3862 | 0.0454 | 1.3862 | 1.1774 |
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- | No log | 1.0 | 44 | 1.2831 | 0.0353 | 1.2831 | 1.1327 |
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- | No log | 1.0455 | 46 | 1.1516 | 0.1546 | 1.1516 | 1.0731 |
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- | No log | 1.0909 | 48 | 1.2090 | 0.2245 | 1.2090 | 1.0996 |
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- | No log | 1.1364 | 50 | 1.3225 | 0.1639 | 1.3225 | 1.1500 |
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- | No log | 1.1818 | 52 | 1.1874 | 0.2342 | 1.1874 | 1.0897 |
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- | No log | 1.2273 | 54 | 1.1035 | 0.2938 | 1.1035 | 1.0505 |
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- | No log | 1.2727 | 56 | 1.0858 | 0.3145 | 1.0858 | 1.0420 |
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- | No log | 1.3182 | 58 | 1.1582 | 0.2072 | 1.1582 | 1.0762 |
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- | No log | 1.3636 | 60 | 1.2732 | 0.2381 | 1.2732 | 1.1284 |
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- | No log | 1.4091 | 62 | 1.2239 | 0.2298 | 1.2239 | 1.1063 |
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- | No log | 1.4545 | 64 | 1.1223 | 0.2800 | 1.1223 | 1.0594 |
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- | No log | 1.5 | 66 | 1.0874 | 0.3715 | 1.0874 | 1.0428 |
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- | No log | 1.5455 | 68 | 1.1542 | 0.3191 | 1.1542 | 1.0743 |
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- | No log | 1.5909 | 70 | 1.3220 | 0.3411 | 1.3220 | 1.1498 |
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- | No log | 1.6364 | 72 | 1.4302 | 0.3118 | 1.4302 | 1.1959 |
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- | No log | 1.6818 | 74 | 1.4971 | 0.2644 | 1.4971 | 1.2236 |
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- | No log | 1.7273 | 76 | 1.3124 | 0.3595 | 1.3124 | 1.1456 |
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- | No log | 1.7727 | 78 | 1.0845 | 0.3282 | 1.0845 | 1.0414 |
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- | No log | 1.8182 | 80 | 1.0993 | 0.2258 | 1.0993 | 1.0485 |
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- | No log | 1.8636 | 82 | 1.1282 | 0.2594 | 1.1282 | 1.0622 |
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- | No log | 1.9091 | 84 | 1.3971 | 0.3752 | 1.3971 | 1.1820 |
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- | No log | 1.9545 | 86 | 1.4414 | 0.3752 | 1.4414 | 1.2006 |
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- | No log | 2.0 | 88 | 1.4245 | 0.3818 | 1.4245 | 1.1935 |
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- | No log | 2.0455 | 90 | 1.1501 | 0.2515 | 1.1501 | 1.0724 |
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- | No log | 2.0909 | 92 | 1.1577 | 0.2558 | 1.1577 | 1.0760 |
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- | No log | 2.1364 | 94 | 1.1170 | 0.2144 | 1.1170 | 1.0569 |
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- | No log | 2.1818 | 96 | 1.1625 | 0.2275 | 1.1625 | 1.0782 |
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- | No log | 2.2273 | 98 | 1.2290 | 0.3316 | 1.2290 | 1.1086 |
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- | No log | 2.2727 | 100 | 1.1225 | 0.2313 | 1.1225 | 1.0595 |
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- | No log | 2.3182 | 102 | 1.0004 | 0.2640 | 1.0004 | 1.0002 |
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- | No log | 2.3636 | 104 | 0.9554 | 0.3796 | 0.9554 | 0.9774 |
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- | No log | 2.4091 | 106 | 1.1390 | 0.2958 | 1.1390 | 1.0673 |
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- | No log | 2.4545 | 108 | 1.7762 | 0.2289 | 1.7762 | 1.3327 |
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- | No log | 2.5 | 110 | 1.9624 | 0.0846 | 1.9624 | 1.4008 |
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- | No log | 2.5455 | 112 | 1.7964 | 0.1918 | 1.7964 | 1.3403 |
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- | No log | 2.5909 | 114 | 1.2372 | 0.3537 | 1.2372 | 1.1123 |
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- | No log | 2.6364 | 116 | 1.0387 | 0.3684 | 1.0387 | 1.0192 |
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- | No log | 2.6818 | 118 | 1.0445 | 0.4002 | 1.0445 | 1.0220 |
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- | No log | 2.7273 | 120 | 1.1254 | 0.2375 | 1.1254 | 1.0608 |
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- | No log | 2.7727 | 122 | 1.2995 | 0.2559 | 1.2995 | 1.1399 |
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- | No log | 2.8182 | 124 | 1.2848 | 0.2589 | 1.2848 | 1.1335 |
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- | No log | 2.8636 | 126 | 1.1635 | 0.2791 | 1.1635 | 1.0787 |
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- | No log | 2.9091 | 128 | 1.2420 | 0.2663 | 1.2420 | 1.1144 |
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- | No log | 2.9545 | 130 | 1.2239 | 0.2918 | 1.2239 | 1.1063 |
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- | No log | 3.0 | 132 | 1.2493 | 0.3232 | 1.2493 | 1.1177 |
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- | No log | 3.0455 | 134 | 1.4959 | 0.3510 | 1.4959 | 1.2231 |
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- | No log | 3.0909 | 136 | 1.5689 | 0.3345 | 1.5689 | 1.2526 |
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- | No log | 3.1364 | 138 | 1.4593 | 0.3238 | 1.4593 | 1.2080 |
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- | No log | 3.1818 | 140 | 1.2759 | 0.1703 | 1.2759 | 1.1296 |
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- | No log | 3.2273 | 142 | 1.1152 | 0.1211 | 1.1152 | 1.0560 |
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- | No log | 3.2727 | 144 | 1.0818 | 0.2142 | 1.0818 | 1.0401 |
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- | No log | 3.3182 | 146 | 1.1577 | 0.0700 | 1.1577 | 1.0760 |
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- | No log | 3.3636 | 148 | 1.2913 | 0.0607 | 1.2913 | 1.1364 |
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- | No log | 3.4091 | 150 | 1.3078 | 0.2046 | 1.3078 | 1.1436 |
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- | No log | 3.4545 | 152 | 1.2965 | 0.2046 | 1.2965 | 1.1387 |
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- | No log | 3.5 | 154 | 1.2662 | 0.2367 | 1.2662 | 1.1253 |
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- | No log | 3.5455 | 156 | 1.1984 | 0.2542 | 1.1984 | 1.0947 |
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- | No log | 3.5909 | 158 | 1.3140 | 0.3136 | 1.3140 | 1.1463 |
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- | No log | 3.6364 | 160 | 1.2709 | 0.2693 | 1.2709 | 1.1273 |
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- | No log | 3.6818 | 162 | 1.1129 | 0.1658 | 1.1129 | 1.0549 |
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- | No log | 3.7273 | 164 | 0.9999 | 0.2539 | 0.9999 | 1.0000 |
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- | No log | 3.7727 | 166 | 1.0324 | 0.1466 | 1.0324 | 1.0161 |
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- | No log | 3.8182 | 168 | 1.2059 | 0.2693 | 1.2059 | 1.0981 |
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- | No log | 3.8636 | 170 | 1.4013 | 0.2945 | 1.4013 | 1.1838 |
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- | No log | 3.9091 | 172 | 1.5147 | 0.3167 | 1.5147 | 1.2307 |
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- | No log | 3.9545 | 174 | 1.4196 | 0.2945 | 1.4196 | 1.1915 |
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- | No log | 4.0 | 176 | 1.2036 | 0.2664 | 1.2036 | 1.0971 |
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- | No log | 4.0455 | 178 | 1.0932 | 0.2810 | 1.0932 | 1.0456 |
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- | No log | 4.0909 | 180 | 1.1132 | 0.3000 | 1.1132 | 1.0551 |
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- | No log | 4.1364 | 182 | 1.2950 | 0.2341 | 1.2950 | 1.1380 |
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- | No log | 4.1818 | 184 | 1.5040 | 0.2851 | 1.5040 | 1.2264 |
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- | No log | 4.2273 | 186 | 1.4812 | 0.2851 | 1.4812 | 1.2170 |
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- | No log | 4.2727 | 188 | 1.3296 | 0.3202 | 1.3296 | 1.1531 |
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- | No log | 4.3182 | 190 | 1.1575 | 0.2714 | 1.1575 | 1.0759 |
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- | No log | 4.3636 | 192 | 1.1907 | 0.2519 | 1.1907 | 1.0912 |
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- | No log | 4.4091 | 194 | 1.3095 | 0.2678 | 1.3095 | 1.1443 |
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- | No log | 4.4545 | 196 | 1.2558 | 0.2817 | 1.2558 | 1.1206 |
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- | No log | 4.5 | 198 | 1.1681 | 0.2864 | 1.1681 | 1.0808 |
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- | No log | 4.5455 | 200 | 1.0907 | 0.2541 | 1.0907 | 1.0444 |
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- | No log | 4.5909 | 202 | 1.1388 | 0.2235 | 1.1388 | 1.0671 |
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- | No log | 4.6364 | 204 | 1.3409 | 0.3254 | 1.3409 | 1.1580 |
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- | No log | 4.6818 | 206 | 1.3312 | 0.2512 | 1.3312 | 1.1538 |
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- | No log | 4.7273 | 208 | 1.2941 | 0.2317 | 1.2941 | 1.1376 |
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- | No log | 4.7727 | 210 | 1.2404 | 0.2367 | 1.2404 | 1.1138 |
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- | No log | 4.8182 | 212 | 1.2602 | 0.1989 | 1.2602 | 1.1226 |
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- | No log | 4.8636 | 214 | 1.3015 | 0.1989 | 1.3015 | 1.1409 |
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- | No log | 4.9091 | 216 | 1.5795 | 0.3131 | 1.5795 | 1.2568 |
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- | No log | 4.9545 | 218 | 1.6436 | 0.3354 | 1.6436 | 1.2820 |
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- | No log | 5.0 | 220 | 1.4349 | 0.2707 | 1.4349 | 1.1979 |
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- | No log | 5.0455 | 222 | 1.2485 | 0.1090 | 1.2485 | 1.1174 |
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- | No log | 5.0909 | 224 | 1.1205 | 0.1210 | 1.1205 | 1.0585 |
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- | No log | 5.1364 | 226 | 1.0987 | 0.1528 | 1.0987 | 1.0482 |
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- | No log | 5.1818 | 228 | 1.2071 | 0.1712 | 1.2071 | 1.0987 |
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- | No log | 5.2273 | 230 | 1.4457 | 0.2870 | 1.4457 | 1.2024 |
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- | No log | 5.2727 | 232 | 1.4847 | 0.3238 | 1.4847 | 1.2185 |
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- | No log | 5.3182 | 234 | 1.4015 | 0.2941 | 1.4015 | 1.1839 |
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- | No log | 5.3636 | 236 | 1.3638 | 0.2941 | 1.3638 | 1.1678 |
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- | No log | 5.4091 | 238 | 1.3681 | 0.2857 | 1.3681 | 1.1697 |
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- | No log | 5.4545 | 240 | 1.4184 | 0.3405 | 1.4184 | 1.1910 |
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- | No log | 5.5 | 242 | 1.3468 | 0.2704 | 1.3468 | 1.1605 |
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- | No log | 5.5455 | 244 | 1.2131 | 0.1252 | 1.2131 | 1.1014 |
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- | No log | 5.5909 | 246 | 1.1454 | 0.1654 | 1.1454 | 1.0703 |
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- | No log | 5.6364 | 248 | 1.1510 | 0.2056 | 1.1510 | 1.0728 |
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- | No log | 5.6818 | 250 | 1.3239 | 0.1698 | 1.3239 | 1.1506 |
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- | No log | 5.7273 | 252 | 1.4303 | 0.3047 | 1.4303 | 1.1960 |
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- | No log | 5.7727 | 254 | 1.3470 | 0.3238 | 1.3470 | 1.1606 |
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- | No log | 5.8182 | 256 | 1.4601 | 0.3287 | 1.4601 | 1.2084 |
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- | No log | 5.8636 | 258 | 1.3742 | 0.3238 | 1.3742 | 1.1723 |
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- | No log | 5.9091 | 260 | 1.3537 | 0.2982 | 1.3537 | 1.1635 |
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- | No log | 5.9545 | 262 | 1.2503 | 0.2837 | 1.2503 | 1.1182 |
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- | No log | 6.0 | 264 | 1.2612 | 0.0880 | 1.2612 | 1.1230 |
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- | No log | 6.0455 | 266 | 1.1330 | 0.1110 | 1.1330 | 1.0644 |
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- | No log | 6.0909 | 268 | 1.0564 | 0.2314 | 1.0564 | 1.0278 |
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- | No log | 6.1364 | 270 | 1.0747 | 0.2155 | 1.0747 | 1.0367 |
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- | No log | 6.1818 | 272 | 1.1773 | 0.1211 | 1.1773 | 1.0850 |
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- | No log | 6.2273 | 274 | 1.3356 | 0.1637 | 1.3356 | 1.1557 |
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- | No log | 6.2727 | 276 | 1.5032 | 0.0943 | 1.5032 | 1.2260 |
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- | No log | 6.3182 | 278 | 1.6168 | 0.3354 | 1.6168 | 1.2715 |
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- | No log | 6.3636 | 280 | 1.6451 | 0.3217 | 1.6451 | 1.2826 |
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- | No log | 6.4091 | 282 | 1.6357 | 0.3521 | 1.6357 | 1.2789 |
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- | No log | 6.4545 | 284 | 1.6514 | 0.3217 | 1.6514 | 1.2851 |
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- | No log | 6.5 | 286 | 1.4796 | 0.3005 | 1.4796 | 1.2164 |
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- | No log | 6.5455 | 288 | 1.2725 | 0.1807 | 1.2725 | 1.1280 |
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- | No log | 6.5909 | 290 | 1.2848 | 0.0612 | 1.2848 | 1.1335 |
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- | No log | 6.6364 | 292 | 1.3438 | 0.0887 | 1.3438 | 1.1592 |
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- | No log | 6.6818 | 294 | 1.3856 | 0.0456 | 1.3856 | 1.1771 |
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- | No log | 6.7273 | 296 | 1.4675 | 0.0456 | 1.4675 | 1.2114 |
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- | No log | 6.7727 | 298 | 1.4218 | 0.0887 | 1.4218 | 1.1924 |
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- | No log | 6.8182 | 300 | 1.1923 | 0.1180 | 1.1923 | 1.0919 |
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- | No log | 6.8636 | 302 | 1.1158 | 0.1567 | 1.1158 | 1.0563 |
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- | No log | 6.9091 | 304 | 1.1117 | 0.1927 | 1.1117 | 1.0544 |
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- | No log | 6.9545 | 306 | 1.2307 | 0.2143 | 1.2307 | 1.1094 |
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- | No log | 7.0 | 308 | 1.6637 | 0.3396 | 1.6637 | 1.2898 |
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- | No log | 7.0455 | 310 | 1.7695 | 0.2588 | 1.7695 | 1.3302 |
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- | No log | 7.0909 | 312 | 1.5281 | 0.3086 | 1.5281 | 1.2362 |
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- | No log | 7.1364 | 314 | 1.2329 | 0.2818 | 1.2329 | 1.1104 |
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- | No log | 7.1818 | 316 | 1.1274 | 0.1310 | 1.1274 | 1.0618 |
210
- | No log | 7.2273 | 318 | 1.1674 | 0.1442 | 1.1674 | 1.0804 |
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- | No log | 7.2727 | 320 | 1.3255 | 0.0887 | 1.3255 | 1.1513 |
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- | No log | 7.3182 | 322 | 1.3864 | 0.0456 | 1.3864 | 1.1775 |
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- | No log | 7.3636 | 324 | 1.3828 | 0.1592 | 1.3828 | 1.1759 |
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- | No log | 7.4091 | 326 | 1.2731 | 0.1789 | 1.2731 | 1.1283 |
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- | No log | 7.4545 | 328 | 1.2610 | 0.1807 | 1.2610 | 1.1229 |
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- | No log | 7.5 | 330 | 1.2500 | 0.2223 | 1.2500 | 1.1180 |
217
- | No log | 7.5455 | 332 | 1.2490 | 0.2223 | 1.2490 | 1.1176 |
218
- | No log | 7.5909 | 334 | 1.3252 | 0.2494 | 1.3252 | 1.1512 |
219
- | No log | 7.6364 | 336 | 1.3628 | 0.1889 | 1.3628 | 1.1674 |
220
- | No log | 7.6818 | 338 | 1.3417 | 0.1789 | 1.3417 | 1.1583 |
221
- | No log | 7.7273 | 340 | 1.2721 | 0.1477 | 1.2721 | 1.1279 |
222
- | No log | 7.7727 | 342 | 1.2418 | 0.2097 | 1.2418 | 1.1144 |
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- | No log | 7.8182 | 344 | 1.2487 | 0.1745 | 1.2487 | 1.1174 |
224
- | No log | 7.8636 | 346 | 1.2991 | 0.2354 | 1.2991 | 1.1398 |
225
- | No log | 7.9091 | 348 | 1.3024 | 0.2263 | 1.3024 | 1.1412 |
226
- | No log | 7.9545 | 350 | 1.2064 | 0.2056 | 1.2064 | 1.0984 |
227
- | No log | 8.0 | 352 | 1.1731 | 0.1755 | 1.1731 | 1.0831 |
228
- | No log | 8.0455 | 354 | 1.2583 | 0.1596 | 1.2583 | 1.1218 |
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- | No log | 8.0909 | 356 | 1.4443 | 0.1740 | 1.4443 | 1.2018 |
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- | No log | 8.1364 | 358 | 1.4330 | 0.1191 | 1.4330 | 1.1971 |
231
- | No log | 8.1818 | 360 | 1.2675 | 0.0692 | 1.2675 | 1.1259 |
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- | No log | 8.2273 | 362 | 1.1934 | 0.0682 | 1.1934 | 1.0924 |
233
- | No log | 8.2727 | 364 | 1.1844 | 0.0222 | 1.1844 | 1.0883 |
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- | No log | 8.3182 | 366 | 1.2112 | 0.0318 | 1.2112 | 1.1006 |
235
- | No log | 8.3636 | 368 | 1.3955 | 0.1753 | 1.3955 | 1.1813 |
236
- | No log | 8.4091 | 370 | 1.7435 | 0.1961 | 1.7435 | 1.3204 |
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- | No log | 8.4545 | 372 | 1.8900 | 0.1261 | 1.8900 | 1.3748 |
238
- | No log | 8.5 | 374 | 1.7852 | 0.2197 | 1.7852 | 1.3361 |
239
- | No log | 8.5455 | 376 | 1.5537 | 0.2959 | 1.5537 | 1.2465 |
240
- | No log | 8.5909 | 378 | 1.3370 | 0.0658 | 1.3370 | 1.1563 |
241
- | No log | 8.6364 | 380 | 1.2624 | 0.0326 | 1.2624 | 1.1236 |
242
- | No log | 8.6818 | 382 | 1.3113 | 0.0326 | 1.3113 | 1.1451 |
243
- | No log | 8.7273 | 384 | 1.2964 | 0.0326 | 1.2964 | 1.1386 |
244
- | No log | 8.7727 | 386 | 1.3273 | 0.0513 | 1.3273 | 1.1521 |
245
- | No log | 8.8182 | 388 | 1.4098 | 0.2410 | 1.4098 | 1.1874 |
246
- | No log | 8.8636 | 390 | 1.4835 | 0.2959 | 1.4835 | 1.2180 |
247
- | No log | 8.9091 | 392 | 1.5603 | 0.3005 | 1.5603 | 1.2491 |
248
- | No log | 8.9545 | 394 | 1.4044 | 0.2959 | 1.4044 | 1.1851 |
249
- | No log | 9.0 | 396 | 1.2141 | 0.0822 | 1.2141 | 1.1019 |
250
- | No log | 9.0455 | 398 | 1.1618 | 0.1559 | 1.1618 | 1.0779 |
251
- | No log | 9.0909 | 400 | 1.2761 | 0.1935 | 1.2761 | 1.1296 |
252
- | No log | 9.1364 | 402 | 1.5114 | 0.3005 | 1.5114 | 1.2294 |
253
- | No log | 9.1818 | 404 | 1.5301 | 0.3005 | 1.5301 | 1.2370 |
254
- | No log | 9.2273 | 406 | 1.3706 | 0.2870 | 1.3706 | 1.1707 |
255
- | No log | 9.2727 | 408 | 1.2755 | 0.0419 | 1.2755 | 1.1294 |
256
- | No log | 9.3182 | 410 | 1.2237 | 0.0246 | 1.2237 | 1.1062 |
257
- | No log | 9.3636 | 412 | 1.2204 | 0.0318 | 1.2204 | 1.1047 |
258
- | No log | 9.4091 | 414 | 1.2722 | 0.0246 | 1.2722 | 1.1279 |
259
- | No log | 9.4545 | 416 | 1.4244 | 0.1427 | 1.4244 | 1.1935 |
260
- | No log | 9.5 | 418 | 1.4951 | 0.2520 | 1.4951 | 1.2228 |
261
- | No log | 9.5455 | 420 | 1.4350 | 0.2262 | 1.4350 | 1.1979 |
262
- | No log | 9.5909 | 422 | 1.2798 | 0.25 | 1.2798 | 1.1313 |
263
- | No log | 9.6364 | 424 | 1.1950 | 0.1562 | 1.1950 | 1.0932 |
264
- | No log | 9.6818 | 426 | 1.1305 | 0.1567 | 1.1305 | 1.0632 |
265
- | No log | 9.7273 | 428 | 1.1551 | 0.1244 | 1.1551 | 1.0747 |
266
- | No log | 9.7727 | 430 | 1.2259 | 0.1114 | 1.2259 | 1.1072 |
267
- | No log | 9.8182 | 432 | 1.3819 | 0.0442 | 1.3819 | 1.1755 |
268
- | No log | 9.8636 | 434 | 1.4542 | 0.1404 | 1.4542 | 1.2059 |
269
- | No log | 9.9091 | 436 | 1.4841 | 0.2099 | 1.4841 | 1.2182 |
270
- | No log | 9.9545 | 438 | 1.4289 | 0.2055 | 1.4289 | 1.1954 |
271
- | No log | 10.0 | 440 | 1.3683 | 0.2286 | 1.3683 | 1.1698 |
272
- | No log | 10.0455 | 442 | 1.3375 | 0.2509 | 1.3375 | 1.1565 |
273
- | No log | 10.0909 | 444 | 1.3617 | 0.1801 | 1.3617 | 1.1669 |
274
- | No log | 10.1364 | 446 | 1.3141 | 0.1989 | 1.3141 | 1.1463 |
275
- | No log | 10.1818 | 448 | 1.3107 | 0.1896 | 1.3107 | 1.1448 |
276
- | No log | 10.2273 | 450 | 1.2619 | 0.1896 | 1.2619 | 1.1234 |
277
- | No log | 10.2727 | 452 | 1.2510 | 0.1896 | 1.2510 | 1.1185 |
278
- | No log | 10.3182 | 454 | 1.2139 | 0.1185 | 1.2139 | 1.1018 |
279
- | No log | 10.3636 | 456 | 1.2276 | 0.1026 | 1.2276 | 1.1080 |
280
- | No log | 10.4091 | 458 | 1.2582 | 0.1026 | 1.2582 | 1.1217 |
281
- | No log | 10.4545 | 460 | 1.3027 | 0.1943 | 1.3027 | 1.1414 |
282
- | No log | 10.5 | 462 | 1.4122 | 0.3133 | 1.4122 | 1.1884 |
283
- | No log | 10.5455 | 464 | 1.5546 | 0.3140 | 1.5546 | 1.2468 |
284
- | No log | 10.5909 | 466 | 1.7303 | 0.2632 | 1.7303 | 1.3154 |
285
- | No log | 10.6364 | 468 | 1.7654 | 0.2975 | 1.7654 | 1.3287 |
286
- | No log | 10.6818 | 470 | 1.6137 | 0.2839 | 1.6137 | 1.2703 |
287
- | No log | 10.7273 | 472 | 1.3567 | 0.1122 | 1.3567 | 1.1648 |
288
- | No log | 10.7727 | 474 | 1.1716 | 0.1343 | 1.1716 | 1.0824 |
289
- | No log | 10.8182 | 476 | 1.1512 | 0.1278 | 1.1512 | 1.0729 |
290
- | No log | 10.8636 | 478 | 1.2221 | 0.0153 | 1.2221 | 1.1055 |
291
- | No log | 10.9091 | 480 | 1.3265 | 0.0454 | 1.3265 | 1.1517 |
292
- | No log | 10.9545 | 482 | 1.3838 | 0.0454 | 1.3838 | 1.1764 |
293
- | No log | 11.0 | 484 | 1.4372 | 0.0887 | 1.4372 | 1.1988 |
294
- | No log | 11.0455 | 486 | 1.4261 | 0.1219 | 1.4261 | 1.1942 |
295
- | No log | 11.0909 | 488 | 1.2998 | 0.1026 | 1.2998 | 1.1401 |
296
- | No log | 11.1364 | 490 | 1.1524 | 0.1081 | 1.1524 | 1.0735 |
297
- | No log | 11.1818 | 492 | 1.1622 | 0.1562 | 1.1622 | 1.0780 |
298
- | No log | 11.2273 | 494 | 1.3533 | 0.1405 | 1.3533 | 1.1633 |
299
- | No log | 11.2727 | 496 | 1.6041 | 0.1704 | 1.6041 | 1.2665 |
300
- | No log | 11.3182 | 498 | 1.6673 | 0.1604 | 1.6673 | 1.2912 |
301
- | 0.3112 | 11.3636 | 500 | 1.6206 | 0.2024 | 1.6206 | 1.2730 |
302
- | 0.3112 | 11.4091 | 502 | 1.4810 | 0.1516 | 1.4810 | 1.2170 |
303
- | 0.3112 | 11.4545 | 504 | 1.2928 | 0.2362 | 1.2928 | 1.1370 |
304
- | 0.3112 | 11.5 | 506 | 1.2372 | 0.2235 | 1.2372 | 1.1123 |
305
- | 0.3112 | 11.5455 | 508 | 1.3503 | 0.2201 | 1.3503 | 1.1620 |
306
- | 0.3112 | 11.5909 | 510 | 1.4883 | 0.2309 | 1.4883 | 1.2200 |
307
- | 0.3112 | 11.6364 | 512 | 1.5598 | 0.1980 | 1.5598 | 1.2489 |
308
- | 0.3112 | 11.6818 | 514 | 1.4856 | 0.1345 | 1.4856 | 1.2188 |
309
- | 0.3112 | 11.7273 | 516 | 1.4168 | 0.1219 | 1.4168 | 1.1903 |
310
- | 0.3112 | 11.7727 | 518 | 1.3023 | 0.1122 | 1.3023 | 1.1412 |
311
- | 0.3112 | 11.8182 | 520 | 1.1730 | 0.0989 | 1.1730 | 1.0830 |
 
 
 
 
 
 
 
 
 
 
312
 
313
 
314
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k16_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k16_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.2029
19
+ - Qwk: 0.1314
20
+ - Mse: 1.2029
21
+ - Rmse: 1.0968
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0435 | 2 | 4.5392 | -0.0132 | 4.5392 | 2.1305 |
53
+ | No log | 0.0870 | 4 | 2.6144 | 0.0025 | 2.6144 | 1.6169 |
54
+ | No log | 0.1304 | 6 | 2.0477 | -0.0634 | 2.0477 | 1.4310 |
55
+ | No log | 0.1739 | 8 | 2.4964 | -0.0777 | 2.4964 | 1.5800 |
56
+ | No log | 0.2174 | 10 | 1.6546 | 0.0596 | 1.6546 | 1.2863 |
57
+ | No log | 0.2609 | 12 | 1.2478 | 0.1990 | 1.2478 | 1.1170 |
58
+ | No log | 0.3043 | 14 | 1.2637 | -0.0010 | 1.2637 | 1.1241 |
59
+ | No log | 0.3478 | 16 | 1.3075 | -0.0114 | 1.3075 | 1.1435 |
60
+ | No log | 0.3913 | 18 | 1.1879 | 0.2180 | 1.1879 | 1.0899 |
61
+ | No log | 0.4348 | 20 | 1.0978 | 0.3307 | 1.0978 | 1.0478 |
62
+ | No log | 0.4783 | 22 | 1.2352 | 0.1106 | 1.2352 | 1.1114 |
63
+ | No log | 0.5217 | 24 | 1.7188 | 0.1277 | 1.7188 | 1.3110 |
64
+ | No log | 0.5652 | 26 | 1.6947 | 0.1827 | 1.6947 | 1.3018 |
65
+ | No log | 0.6087 | 28 | 1.4720 | 0.1604 | 1.4720 | 1.2133 |
66
+ | No log | 0.6522 | 30 | 1.2747 | 0.1168 | 1.2747 | 1.1290 |
67
+ | No log | 0.6957 | 32 | 1.2740 | 0.1904 | 1.2740 | 1.1287 |
68
+ | No log | 0.7391 | 34 | 1.3932 | 0.1016 | 1.3932 | 1.1803 |
69
+ | No log | 0.7826 | 36 | 1.5722 | 0.0723 | 1.5722 | 1.2539 |
70
+ | No log | 0.8261 | 38 | 1.6145 | 0.0084 | 1.6145 | 1.2706 |
71
+ | No log | 0.8696 | 40 | 1.5704 | 0.0084 | 1.5704 | 1.2531 |
72
+ | No log | 0.9130 | 42 | 1.5551 | 0.0084 | 1.5551 | 1.2470 |
73
+ | No log | 0.9565 | 44 | 1.4364 | 0.0488 | 1.4364 | 1.1985 |
74
+ | No log | 1.0 | 46 | 1.2242 | 0.3135 | 1.2242 | 1.1065 |
75
+ | No log | 1.0435 | 48 | 1.1501 | 0.2678 | 1.1501 | 1.0724 |
76
+ | No log | 1.0870 | 50 | 1.2350 | 0.0918 | 1.2350 | 1.1113 |
77
+ | No log | 1.1304 | 52 | 1.2402 | 0.1080 | 1.2402 | 1.1136 |
78
+ | No log | 1.1739 | 54 | 1.2115 | 0.2188 | 1.2115 | 1.1007 |
79
+ | No log | 1.2174 | 56 | 1.2436 | 0.2188 | 1.2436 | 1.1152 |
80
+ | No log | 1.2609 | 58 | 1.2801 | 0.2188 | 1.2801 | 1.1314 |
81
+ | No log | 1.3043 | 60 | 1.3568 | 0.1246 | 1.3568 | 1.1648 |
82
+ | No log | 1.3478 | 62 | 1.3834 | 0.1085 | 1.3834 | 1.1762 |
83
+ | No log | 1.3913 | 64 | 1.3154 | 0.2123 | 1.3154 | 1.1469 |
84
+ | No log | 1.4348 | 66 | 1.2935 | 0.2310 | 1.2935 | 1.1373 |
85
+ | No log | 1.4783 | 68 | 1.3649 | 0.1251 | 1.3649 | 1.1683 |
86
+ | No log | 1.5217 | 70 | 1.5057 | 0.1499 | 1.5057 | 1.2271 |
87
+ | No log | 1.5652 | 72 | 1.5638 | 0.1499 | 1.5638 | 1.2505 |
88
+ | No log | 1.6087 | 74 | 1.3761 | 0.2695 | 1.3761 | 1.1731 |
89
+ | No log | 1.6522 | 76 | 1.2028 | 0.2831 | 1.2028 | 1.0967 |
90
+ | No log | 1.6957 | 78 | 1.1560 | 0.2318 | 1.1560 | 1.0752 |
91
+ | No log | 1.7391 | 80 | 1.2434 | 0.3478 | 1.2434 | 1.1151 |
92
+ | No log | 1.7826 | 82 | 1.2869 | 0.3227 | 1.2869 | 1.1344 |
93
+ | No log | 1.8261 | 84 | 1.4592 | 0.2378 | 1.4592 | 1.2080 |
94
+ | No log | 1.8696 | 86 | 1.2396 | 0.4078 | 1.2396 | 1.1134 |
95
+ | No log | 1.9130 | 88 | 1.1017 | 0.4841 | 1.1017 | 1.0496 |
96
+ | No log | 1.9565 | 90 | 1.1531 | 0.4716 | 1.1531 | 1.0738 |
97
+ | No log | 2.0 | 92 | 1.6415 | 0.1373 | 1.6415 | 1.2812 |
98
+ | No log | 2.0435 | 94 | 2.0876 | 0.0091 | 2.0876 | 1.4449 |
99
+ | No log | 2.0870 | 96 | 2.0196 | 0.0608 | 2.0196 | 1.4211 |
100
+ | No log | 2.1304 | 98 | 1.5143 | 0.1087 | 1.5143 | 1.2306 |
101
+ | No log | 2.1739 | 100 | 1.0257 | 0.3144 | 1.0257 | 1.0128 |
102
+ | No log | 2.2174 | 102 | 0.8991 | 0.4002 | 0.8991 | 0.9482 |
103
+ | No log | 2.2609 | 104 | 0.9778 | 0.3389 | 0.9778 | 0.9888 |
104
+ | No log | 2.3043 | 106 | 1.2039 | 0.1404 | 1.2039 | 1.0972 |
105
+ | No log | 2.3478 | 108 | 1.4502 | 0.2373 | 1.4502 | 1.2043 |
106
+ | No log | 2.3913 | 110 | 1.4162 | 0.2445 | 1.4162 | 1.1901 |
107
+ | No log | 2.4348 | 112 | 1.2399 | 0.2213 | 1.2399 | 1.1135 |
108
+ | No log | 2.4783 | 114 | 1.0548 | 0.2619 | 1.0548 | 1.0270 |
109
+ | No log | 2.5217 | 116 | 1.0567 | 0.3657 | 1.0567 | 1.0279 |
110
+ | No log | 2.5652 | 118 | 1.2290 | 0.4075 | 1.2290 | 1.1086 |
111
+ | No log | 2.6087 | 120 | 1.4256 | 0.4050 | 1.4256 | 1.1940 |
112
+ | No log | 2.6522 | 122 | 1.6953 | 0.1672 | 1.6953 | 1.3020 |
113
+ | No log | 2.6957 | 124 | 1.6456 | 0.1885 | 1.6456 | 1.2828 |
114
+ | No log | 2.7391 | 126 | 1.2541 | 0.4112 | 1.2541 | 1.1199 |
115
+ | No log | 2.7826 | 128 | 1.1299 | 0.4803 | 1.1299 | 1.0630 |
116
+ | No log | 2.8261 | 130 | 1.1623 | 0.4487 | 1.1623 | 1.0781 |
117
+ | No log | 2.8696 | 132 | 1.2953 | 0.3926 | 1.2953 | 1.1381 |
118
+ | No log | 2.9130 | 134 | 1.1062 | 0.3540 | 1.1062 | 1.0518 |
119
+ | No log | 2.9565 | 136 | 0.9814 | 0.2782 | 0.9814 | 0.9906 |
120
+ | No log | 3.0 | 138 | 0.9605 | 0.3122 | 0.9605 | 0.9801 |
121
+ | No log | 3.0435 | 140 | 0.9383 | 0.3122 | 0.9383 | 0.9686 |
122
+ | No log | 3.0870 | 142 | 0.9192 | 0.3463 | 0.9192 | 0.9588 |
123
+ | No log | 3.1304 | 144 | 0.9387 | 0.3069 | 0.9387 | 0.9689 |
124
+ | No log | 3.1739 | 146 | 0.9361 | 0.2997 | 0.9361 | 0.9675 |
125
+ | No log | 3.2174 | 148 | 0.9828 | 0.3492 | 0.9828 | 0.9913 |
126
+ | No log | 3.2609 | 150 | 1.1013 | 0.3528 | 1.1013 | 1.0494 |
127
+ | No log | 3.3043 | 152 | 1.2506 | 0.2870 | 1.2506 | 1.1183 |
128
+ | No log | 3.3478 | 154 | 1.3671 | 0.2544 | 1.3671 | 1.1692 |
129
+ | No log | 3.3913 | 156 | 1.6325 | 0.2632 | 1.6325 | 1.2777 |
130
+ | No log | 3.4348 | 158 | 1.6641 | 0.2574 | 1.6641 | 1.2900 |
131
+ | No log | 3.4783 | 160 | 1.6063 | 0.1704 | 1.6063 | 1.2674 |
132
+ | No log | 3.5217 | 162 | 1.4259 | 0.1698 | 1.4259 | 1.1941 |
133
+ | No log | 3.5652 | 164 | 1.1820 | 0.2015 | 1.1820 | 1.0872 |
134
+ | No log | 3.6087 | 166 | 1.1163 | 0.2432 | 1.1163 | 1.0565 |
135
+ | No log | 3.6522 | 168 | 1.1632 | 0.2313 | 1.1632 | 1.0785 |
136
+ | No log | 3.6957 | 170 | 1.4729 | 0.2512 | 1.4729 | 1.2136 |
137
+ | No log | 3.7391 | 172 | 1.7130 | 0.1149 | 1.7130 | 1.3088 |
138
+ | No log | 3.7826 | 174 | 1.7283 | 0.0841 | 1.7283 | 1.3147 |
139
+ | No log | 3.8261 | 176 | 1.6825 | 0.1961 | 1.6825 | 1.2971 |
140
+ | No log | 3.8696 | 178 | 1.5250 | 0.2789 | 1.5250 | 1.2349 |
141
+ | No log | 3.9130 | 180 | 1.2832 | 0.3136 | 1.2832 | 1.1328 |
142
+ | No log | 3.9565 | 182 | 1.2906 | 0.2634 | 1.2906 | 1.1360 |
143
+ | No log | 4.0 | 184 | 1.3170 | 0.2527 | 1.3170 | 1.1476 |
144
+ | No log | 4.0435 | 186 | 1.4300 | 0.3025 | 1.4300 | 1.1958 |
145
+ | No log | 4.0870 | 188 | 1.4174 | 0.2617 | 1.4174 | 1.1906 |
146
+ | No log | 4.1304 | 190 | 1.2390 | 0.2864 | 1.2390 | 1.1131 |
147
+ | No log | 4.1739 | 192 | 1.0971 | 0.2236 | 1.0971 | 1.0474 |
148
+ | No log | 4.2174 | 194 | 1.1667 | 0.2864 | 1.1667 | 1.0801 |
149
+ | No log | 4.2609 | 196 | 1.3769 | 0.2252 | 1.3769 | 1.1734 |
150
+ | No log | 4.3043 | 198 | 1.4032 | 0.1935 | 1.4032 | 1.1846 |
151
+ | No log | 4.3478 | 200 | 1.3006 | 0.1345 | 1.3006 | 1.1404 |
152
+ | No log | 4.3913 | 202 | 1.2641 | 0.2570 | 1.2641 | 1.1243 |
153
+ | No log | 4.4348 | 204 | 1.1539 | 0.1952 | 1.1539 | 1.0742 |
154
+ | No log | 4.4783 | 206 | 1.0315 | 0.2446 | 1.0315 | 1.0156 |
155
+ | No log | 4.5217 | 208 | 0.9838 | 0.2574 | 0.9838 | 0.9918 |
156
+ | No log | 4.5652 | 210 | 1.1298 | 0.3398 | 1.1298 | 1.0629 |
157
+ | No log | 4.6087 | 212 | 1.4697 | 0.3302 | 1.4697 | 1.2123 |
158
+ | No log | 4.6522 | 214 | 1.6553 | 0.2217 | 1.6553 | 1.2866 |
159
+ | No log | 4.6957 | 216 | 1.5817 | 0.1051 | 1.5817 | 1.2576 |
160
+ | No log | 4.7391 | 218 | 1.3477 | 0.1031 | 1.3477 | 1.1609 |
161
+ | No log | 4.7826 | 220 | 1.1472 | 0.1219 | 1.1472 | 1.0711 |
162
+ | No log | 4.8261 | 222 | 1.0066 | 0.2761 | 1.0066 | 1.0033 |
163
+ | No log | 4.8696 | 224 | 0.9602 | 0.3271 | 0.9602 | 0.9799 |
164
+ | No log | 4.9130 | 226 | 0.9673 | 0.2871 | 0.9673 | 0.9835 |
165
+ | No log | 4.9565 | 228 | 1.0336 | 0.3584 | 1.0336 | 1.0167 |
166
+ | No log | 5.0 | 230 | 1.3019 | 0.2701 | 1.3019 | 1.1410 |
167
+ | No log | 5.0435 | 232 | 1.5647 | 0.3371 | 1.5647 | 1.2509 |
168
+ | No log | 5.0870 | 234 | 1.5615 | 0.3572 | 1.5615 | 1.2496 |
169
+ | No log | 5.1304 | 236 | 1.2731 | 0.2903 | 1.2731 | 1.1283 |
170
+ | No log | 5.1739 | 238 | 1.0604 | 0.3394 | 1.0604 | 1.0298 |
171
+ | No log | 5.2174 | 240 | 1.0277 | 0.3572 | 1.0277 | 1.0138 |
172
+ | No log | 5.2609 | 242 | 1.0332 | 0.3572 | 1.0332 | 1.0165 |
173
+ | No log | 5.3043 | 244 | 1.0896 | 0.3182 | 1.0896 | 1.0439 |
174
+ | No log | 5.3478 | 246 | 1.1936 | 0.2664 | 1.1936 | 1.0925 |
175
+ | No log | 5.3913 | 248 | 1.3544 | 0.2632 | 1.3544 | 1.1638 |
176
+ | No log | 5.4348 | 250 | 1.3202 | 0.1886 | 1.3202 | 1.1490 |
177
+ | No log | 5.4783 | 252 | 1.1636 | 0.2131 | 1.1636 | 1.0787 |
178
+ | No log | 5.5217 | 254 | 1.0955 | 0.2927 | 1.0955 | 1.0467 |
179
+ | No log | 5.5652 | 256 | 1.0594 | 0.3217 | 1.0594 | 1.0293 |
180
+ | No log | 5.6087 | 258 | 1.1166 | 0.2743 | 1.1166 | 1.0567 |
181
+ | No log | 5.6522 | 260 | 1.3774 | 0.2009 | 1.3774 | 1.1736 |
182
+ | No log | 5.6957 | 262 | 1.5096 | 0.3173 | 1.5096 | 1.2287 |
183
+ | No log | 5.7391 | 264 | 1.4655 | 0.3157 | 1.4655 | 1.2106 |
184
+ | No log | 5.7826 | 266 | 1.3159 | 0.2359 | 1.3159 | 1.1471 |
185
+ | No log | 5.8261 | 268 | 1.1554 | 0.2743 | 1.1554 | 1.0749 |
186
+ | No log | 5.8696 | 270 | 1.1776 | 0.2367 | 1.1776 | 1.0852 |
187
+ | No log | 5.9130 | 272 | 1.2518 | 0.1935 | 1.2518 | 1.1188 |
188
+ | No log | 5.9565 | 274 | 1.2169 | 0.1935 | 1.2169 | 1.1032 |
189
+ | No log | 6.0 | 276 | 1.1153 | 0.2402 | 1.1153 | 1.0561 |
190
+ | No log | 6.0435 | 278 | 1.1287 | 0.2475 | 1.1287 | 1.0624 |
191
+ | No log | 6.0870 | 280 | 1.2534 | 0.2617 | 1.2534 | 1.1195 |
192
+ | No log | 6.1304 | 282 | 1.4693 | 0.2632 | 1.4693 | 1.2121 |
193
+ | No log | 6.1739 | 284 | 1.6402 | 0.3219 | 1.6402 | 1.2807 |
194
+ | No log | 6.2174 | 286 | 1.5983 | 0.3383 | 1.5983 | 1.2642 |
195
+ | No log | 6.2609 | 288 | 1.3257 | 0.2903 | 1.3257 | 1.1514 |
196
+ | No log | 6.3043 | 290 | 1.1478 | 0.3438 | 1.1478 | 1.0714 |
197
+ | No log | 6.3478 | 292 | 1.0507 | 0.2998 | 1.0507 | 1.0250 |
198
+ | No log | 6.3913 | 294 | 1.1047 | 0.2930 | 1.1047 | 1.0510 |
199
+ | No log | 6.4348 | 296 | 1.2789 | 0.2586 | 1.2789 | 1.1309 |
200
+ | No log | 6.4783 | 298 | 1.3120 | 0.2173 | 1.3120 | 1.1454 |
201
+ | No log | 6.5217 | 300 | 1.2591 | 0.1745 | 1.2591 | 1.1221 |
202
+ | No log | 6.5652 | 302 | 1.1680 | 0.1538 | 1.1680 | 1.0808 |
203
+ | No log | 6.6087 | 304 | 1.1659 | 0.1538 | 1.1659 | 1.0797 |
204
+ | No log | 6.6522 | 306 | 1.1209 | 0.1696 | 1.1209 | 1.0587 |
205
+ | No log | 6.6957 | 308 | 1.2066 | 0.1637 | 1.2066 | 1.0985 |
206
+ | No log | 6.7391 | 310 | 1.2638 | 0.1440 | 1.2638 | 1.1242 |
207
+ | No log | 6.7826 | 312 | 1.3769 | 0.1345 | 1.3769 | 1.1734 |
208
+ | No log | 6.8261 | 314 | 1.3734 | 0.1345 | 1.3734 | 1.1719 |
209
+ | No log | 6.8696 | 316 | 1.2693 | 0.1031 | 1.2693 | 1.1266 |
210
+ | No log | 6.9130 | 318 | 1.1633 | 0.1440 | 1.1633 | 1.0786 |
211
+ | No log | 6.9565 | 320 | 1.0853 | 0.1853 | 1.0853 | 1.0418 |
212
+ | No log | 7.0 | 322 | 1.1152 | 0.1596 | 1.1152 | 1.0560 |
213
+ | No log | 7.0435 | 324 | 1.1855 | 0.1889 | 1.1855 | 1.0888 |
214
+ | No log | 7.0870 | 326 | 1.2450 | 0.2213 | 1.2450 | 1.1158 |
215
+ | No log | 7.1304 | 328 | 1.2107 | 0.2512 | 1.2107 | 1.1003 |
216
+ | No log | 7.1739 | 330 | 1.0909 | 0.3046 | 1.0909 | 1.0445 |
217
+ | No log | 7.2174 | 332 | 1.0593 | 0.2857 | 1.0593 | 1.0292 |
218
+ | No log | 7.2609 | 334 | 1.1187 | 0.2602 | 1.1187 | 1.0577 |
219
+ | No log | 7.3043 | 336 | 1.2518 | 0.2512 | 1.2518 | 1.1189 |
220
+ | No log | 7.3478 | 338 | 1.3570 | 0.2815 | 1.3570 | 1.1649 |
221
+ | No log | 7.3913 | 340 | 1.2896 | 0.2512 | 1.2896 | 1.1356 |
222
+ | No log | 7.4348 | 342 | 1.0702 | 0.2250 | 1.0702 | 1.0345 |
223
+ | No log | 7.4783 | 344 | 1.0311 | 0.2417 | 1.0311 | 1.0154 |
224
+ | No log | 7.5217 | 346 | 1.1570 | 0.2348 | 1.1570 | 1.0757 |
225
+ | No log | 7.5652 | 348 | 1.2662 | 0.2586 | 1.2662 | 1.1253 |
226
+ | No log | 7.6087 | 350 | 1.3178 | 0.2479 | 1.3178 | 1.1480 |
227
+ | No log | 7.6522 | 352 | 1.2701 | 0.2317 | 1.2701 | 1.1270 |
228
+ | No log | 7.6957 | 354 | 1.2136 | 0.2278 | 1.2136 | 1.1016 |
229
+ | No log | 7.7391 | 356 | 1.0983 | 0.2046 | 1.0983 | 1.0480 |
230
+ | No log | 7.7826 | 358 | 0.9794 | 0.2219 | 0.9794 | 0.9896 |
231
+ | No log | 7.8261 | 360 | 0.9578 | 0.2219 | 0.9578 | 0.9787 |
232
+ | No log | 7.8696 | 362 | 1.0577 | 0.2884 | 1.0577 | 1.0284 |
233
+ | No log | 7.9130 | 364 | 1.2212 | 0.2725 | 1.2212 | 1.1051 |
234
+ | No log | 7.9565 | 366 | 1.2612 | 0.2586 | 1.2612 | 1.1230 |
235
+ | No log | 8.0 | 368 | 1.1840 | 0.1896 | 1.1840 | 1.0881 |
236
+ | No log | 8.0435 | 370 | 1.1137 | 0.2108 | 1.1137 | 1.0553 |
237
+ | No log | 8.0870 | 372 | 1.1028 | 0.1417 | 1.1028 | 1.0502 |
238
+ | No log | 8.1304 | 374 | 1.1177 | 0.1076 | 1.1177 | 1.0572 |
239
+ | No log | 8.1739 | 376 | 1.1774 | 0.1440 | 1.1774 | 1.0851 |
240
+ | No log | 8.2174 | 378 | 1.1361 | 0.2195 | 1.1361 | 1.0659 |
241
+ | No log | 8.2609 | 380 | 1.0240 | 0.2650 | 1.0240 | 1.0119 |
242
+ | No log | 8.3043 | 382 | 0.8850 | 0.3217 | 0.8850 | 0.9408 |
243
+ | No log | 8.3478 | 384 | 0.8449 | 0.4665 | 0.8449 | 0.9192 |
244
+ | No log | 8.3913 | 386 | 0.8725 | 0.3753 | 0.8725 | 0.9341 |
245
+ | No log | 8.4348 | 388 | 0.9889 | 0.2654 | 0.9889 | 0.9944 |
246
+ | No log | 8.4783 | 390 | 1.2072 | 0.2330 | 1.2072 | 1.0987 |
247
+ | No log | 8.5217 | 392 | 1.3014 | 0.2956 | 1.3014 | 1.1408 |
248
+ | No log | 8.5652 | 394 | 1.3158 | 0.2678 | 1.3158 | 1.1471 |
249
+ | No log | 8.6087 | 396 | 1.2944 | 0.1889 | 1.2944 | 1.1377 |
250
+ | No log | 8.6522 | 398 | 1.2360 | 0.2046 | 1.2360 | 1.1117 |
251
+ | No log | 8.6957 | 400 | 1.1788 | 0.1379 | 1.1788 | 1.0857 |
252
+ | No log | 8.7391 | 402 | 1.1893 | 0.1379 | 1.1893 | 1.0905 |
253
+ | No log | 8.7826 | 404 | 1.1982 | 0.1185 | 1.1982 | 1.0946 |
254
+ | No log | 8.8261 | 406 | 1.2300 | 0.1500 | 1.2300 | 1.1091 |
255
+ | No log | 8.8696 | 408 | 1.2433 | 0.2184 | 1.2433 | 1.1151 |
256
+ | No log | 8.9130 | 410 | 1.2045 | 0.3115 | 1.2045 | 1.0975 |
257
+ | No log | 8.9565 | 412 | 1.2186 | 0.3115 | 1.2186 | 1.1039 |
258
+ | No log | 9.0 | 414 | 1.1260 | 0.2978 | 1.1260 | 1.0611 |
259
+ | No log | 9.0435 | 416 | 1.0312 | 0.1808 | 1.0312 | 1.0155 |
260
+ | No log | 9.0870 | 418 | 1.0507 | 0.1808 | 1.0507 | 1.0250 |
261
+ | No log | 9.1304 | 420 | 1.1099 | 0.1903 | 1.1099 | 1.0535 |
262
+ | No log | 9.1739 | 422 | 1.1134 | 0.1903 | 1.1134 | 1.0552 |
263
+ | No log | 9.2174 | 424 | 1.1689 | 0.1750 | 1.1689 | 1.0811 |
264
+ | No log | 9.2609 | 426 | 1.2286 | 0.2586 | 1.2286 | 1.1084 |
265
+ | No log | 9.3043 | 428 | 1.2082 | 0.1440 | 1.2082 | 1.0992 |
266
+ | No log | 9.3478 | 430 | 1.1264 | 0.1952 | 1.1264 | 1.0613 |
267
+ | No log | 9.3913 | 432 | 1.0672 | 0.1417 | 1.0672 | 1.0331 |
268
+ | No log | 9.4348 | 434 | 1.0777 | 0.1417 | 1.0777 | 1.0381 |
269
+ | No log | 9.4783 | 436 | 1.1117 | 0.1750 | 1.1117 | 1.0544 |
270
+ | No log | 9.5217 | 438 | 1.1291 | 0.2439 | 1.1291 | 1.0626 |
271
+ | No log | 9.5652 | 440 | 1.1076 | 0.2439 | 1.1076 | 1.0524 |
272
+ | No log | 9.6087 | 442 | 1.0772 | 0.2439 | 1.0772 | 1.0379 |
273
+ | No log | 9.6522 | 444 | 1.1110 | 0.2439 | 1.1110 | 1.0541 |
274
+ | No log | 9.6957 | 446 | 1.1072 | 0.1846 | 1.1072 | 1.0522 |
275
+ | No log | 9.7391 | 448 | 1.0584 | 0.1480 | 1.0584 | 1.0288 |
276
+ | No log | 9.7826 | 450 | 1.0355 | 0.1645 | 1.0355 | 1.0176 |
277
+ | No log | 9.8261 | 452 | 1.0844 | 0.1750 | 1.0844 | 1.0413 |
278
+ | No log | 9.8696 | 454 | 1.2107 | 0.2553 | 1.2107 | 1.1003 |
279
+ | No log | 9.9130 | 456 | 1.2892 | 0.2707 | 1.2892 | 1.1354 |
280
+ | No log | 9.9565 | 458 | 1.2531 | 0.3433 | 1.2531 | 1.1194 |
281
+ | No log | 10.0 | 460 | 1.0939 | 0.2837 | 1.0939 | 1.0459 |
282
+ | No log | 10.0435 | 462 | 1.0292 | 0.3023 | 1.0292 | 1.0145 |
283
+ | No log | 10.0870 | 464 | 1.0794 | 0.2291 | 1.0794 | 1.0389 |
284
+ | No log | 10.1304 | 466 | 1.1702 | 0.1991 | 1.1702 | 1.0818 |
285
+ | No log | 10.1739 | 468 | 1.2384 | 0.1592 | 1.2384 | 1.1128 |
286
+ | No log | 10.2174 | 470 | 1.2424 | 0.1031 | 1.2424 | 1.1146 |
287
+ | No log | 10.2609 | 472 | 1.2259 | 0.0454 | 1.2259 | 1.1072 |
288
+ | No log | 10.3043 | 474 | 1.2069 | 0.0904 | 1.2069 | 1.0986 |
289
+ | No log | 10.3478 | 476 | 1.1624 | 0.1316 | 1.1624 | 1.0782 |
290
+ | No log | 10.3913 | 478 | 1.2126 | 0.1991 | 1.2126 | 1.1012 |
291
+ | No log | 10.4348 | 480 | 1.2176 | 0.2278 | 1.2176 | 1.1034 |
292
+ | No log | 10.4783 | 482 | 1.3145 | 0.2870 | 1.3145 | 1.1465 |
293
+ | No log | 10.5217 | 484 | 1.3001 | 0.2870 | 1.3001 | 1.1402 |
294
+ | No log | 10.5652 | 486 | 1.3289 | 0.3332 | 1.3289 | 1.1528 |
295
+ | No log | 10.6087 | 488 | 1.2368 | 0.2725 | 1.2368 | 1.1121 |
296
+ | No log | 10.6522 | 490 | 1.1117 | 0.1541 | 1.1117 | 1.0544 |
297
+ | No log | 10.6957 | 492 | 1.0247 | 0.1649 | 1.0247 | 1.0123 |
298
+ | No log | 10.7391 | 494 | 1.0233 | 0.1649 | 1.0233 | 1.0116 |
299
+ | No log | 10.7826 | 496 | 1.0247 | 0.1649 | 1.0247 | 1.0123 |
300
+ | No log | 10.8261 | 498 | 1.0879 | 0.1585 | 1.0879 | 1.0430 |
301
+ | 0.397 | 10.8696 | 500 | 1.2421 | 0.1316 | 1.2421 | 1.1145 |
302
+ | 0.397 | 10.9130 | 502 | 1.3193 | 0.2195 | 1.3193 | 1.1486 |
303
+ | 0.397 | 10.9565 | 504 | 1.3265 | 0.1316 | 1.3265 | 1.1517 |
304
+ | 0.397 | 11.0 | 506 | 1.3356 | 0.1316 | 1.3356 | 1.1557 |
305
+ | 0.397 | 11.0435 | 508 | 1.3610 | 0.0887 | 1.3610 | 1.1666 |
306
+ | 0.397 | 11.0870 | 510 | 1.3867 | 0.0887 | 1.3867 | 1.1776 |
307
+ | 0.397 | 11.1304 | 512 | 1.3798 | 0.1497 | 1.3798 | 1.1746 |
308
+ | 0.397 | 11.1739 | 514 | 1.3254 | 0.0798 | 1.3254 | 1.1513 |
309
+ | 0.397 | 11.2174 | 516 | 1.2646 | 0.0541 | 1.2646 | 1.1245 |
310
+ | 0.397 | 11.2609 | 518 | 1.2185 | 0.0541 | 1.2185 | 1.1038 |
311
+ | 0.397 | 11.3043 | 520 | 1.1613 | 0.1479 | 1.1613 | 1.0776 |
312
+ | 0.397 | 11.3478 | 522 | 1.1411 | 0.1541 | 1.1411 | 1.0682 |
313
+ | 0.397 | 11.3913 | 524 | 1.1351 | 0.1853 | 1.1351 | 1.0654 |
314
+ | 0.397 | 11.4348 | 526 | 1.1924 | 0.1696 | 1.1924 | 1.0920 |
315
+ | 0.397 | 11.4783 | 528 | 1.2822 | 0.2519 | 1.2822 | 1.1324 |
316
+ | 0.397 | 11.5217 | 530 | 1.3609 | 0.2173 | 1.3609 | 1.1666 |
317
+ | 0.397 | 11.5652 | 532 | 1.3422 | 0.1126 | 1.3422 | 1.1585 |
318
+ | 0.397 | 11.6087 | 534 | 1.3196 | 0.0098 | 1.3196 | 1.1487 |
319
+ | 0.397 | 11.6522 | 536 | 1.2945 | 0.0454 | 1.2945 | 1.1378 |
320
+ | 0.397 | 11.6957 | 538 | 1.2651 | 0.0454 | 1.2651 | 1.1248 |
321
+ | 0.397 | 11.7391 | 540 | 1.2029 | 0.1314 | 1.2029 | 1.0968 |
322
 
323
 
324
  ### Framework versions