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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k2_task2_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k1_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k1_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: 1.3404
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- - Qwk: 0.0692
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- - Mse: 1.3404
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- - Rmse: 1.1578
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  ## Model description
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@@ -47,158 +47,270 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.6667 | 2 | 4.7288 | 0.0010 | 4.7288 | 2.1746 |
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- | No log | 1.3333 | 4 | 2.5879 | 0.0489 | 2.5879 | 1.6087 |
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- | No log | 2.0 | 6 | 1.8069 | 0.0062 | 1.8069 | 1.3442 |
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- | No log | 2.6667 | 8 | 1.3469 | 0.0676 | 1.3469 | 1.1605 |
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- | No log | 3.3333 | 10 | 1.2445 | 0.1110 | 1.2445 | 1.1156 |
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- | No log | 4.0 | 12 | 1.2129 | 0.1076 | 1.2129 | 1.1013 |
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- | No log | 4.6667 | 14 | 1.2158 | 0.1609 | 1.2158 | 1.1026 |
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- | No log | 5.3333 | 16 | 1.2360 | 0.1772 | 1.2360 | 1.1117 |
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- | No log | 6.0 | 18 | 1.2230 | 0.1772 | 1.2230 | 1.1059 |
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- | No log | 6.6667 | 20 | 1.1844 | 0.2408 | 1.1844 | 1.0883 |
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- | No log | 7.3333 | 22 | 1.2192 | 0.0527 | 1.2192 | 1.1042 |
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- | No log | 8.0 | 24 | 1.2564 | 0.0353 | 1.2564 | 1.1209 |
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- | No log | 8.6667 | 26 | 1.2397 | 0.0974 | 1.2397 | 1.1134 |
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- | No log | 9.3333 | 28 | 1.1871 | 0.1711 | 1.1871 | 1.0895 |
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- | No log | 10.0 | 30 | 1.2018 | 0.2124 | 1.2018 | 1.0963 |
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- | No log | 10.6667 | 32 | 1.3144 | 0.1622 | 1.3144 | 1.1465 |
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- | No log | 11.3333 | 34 | 1.3393 | 0.0955 | 1.3393 | 1.1573 |
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- | No log | 12.0 | 36 | 1.2841 | 0.0587 | 1.2841 | 1.1332 |
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- | No log | 12.6667 | 38 | 1.2054 | 0.1752 | 1.2054 | 1.0979 |
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- | No log | 13.3333 | 40 | 1.2701 | 0.2086 | 1.2701 | 1.1270 |
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- | No log | 14.0 | 42 | 1.3338 | 0.2417 | 1.3338 | 1.1549 |
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- | No log | 14.6667 | 44 | 1.3103 | 0.2904 | 1.3103 | 1.1447 |
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- | No log | 15.3333 | 46 | 1.3059 | 0.1898 | 1.3059 | 1.1427 |
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- | No log | 16.0 | 48 | 1.2807 | 0.0916 | 1.2807 | 1.1317 |
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- | No log | 16.6667 | 50 | 1.3007 | 0.1632 | 1.3007 | 1.1405 |
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- | No log | 17.3333 | 52 | 1.3606 | 0.1852 | 1.3606 | 1.1665 |
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- | No log | 18.0 | 54 | 1.3901 | 0.0997 | 1.3901 | 1.1790 |
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- | No log | 18.6667 | 56 | 1.4431 | 0.1501 | 1.4431 | 1.2013 |
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- | No log | 19.3333 | 58 | 1.4524 | 0.1027 | 1.4524 | 1.2051 |
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- | No log | 20.0 | 60 | 1.4052 | 0.125 | 1.4052 | 1.1854 |
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- | No log | 20.6667 | 62 | 1.3196 | 0.1246 | 1.3196 | 1.1488 |
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- | No log | 21.3333 | 64 | 1.3194 | 0.1570 | 1.3194 | 1.1487 |
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- | No log | 22.0 | 66 | 1.3539 | 0.0945 | 1.3539 | 1.1636 |
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- | No log | 22.6667 | 68 | 1.3936 | 0.0310 | 1.3936 | 1.1805 |
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- | No log | 23.3333 | 70 | 1.4256 | 0.0958 | 1.4256 | 1.1940 |
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- | No log | 24.0 | 72 | 1.3824 | 0.0647 | 1.3824 | 1.1758 |
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- | No log | 24.6667 | 74 | 1.3694 | 0.0647 | 1.3694 | 1.1702 |
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- | No log | 25.3333 | 76 | 1.3755 | 0.1500 | 1.3755 | 1.1728 |
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- | No log | 26.0 | 78 | 1.3971 | 0.1611 | 1.3971 | 1.1820 |
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- | No log | 26.6667 | 80 | 1.4551 | 0.0921 | 1.4551 | 1.2063 |
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- | No log | 27.3333 | 82 | 1.5099 | 0.1335 | 1.5099 | 1.2288 |
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- | No log | 28.0 | 84 | 1.4980 | 0.1585 | 1.4980 | 1.2239 |
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- | No log | 28.6667 | 86 | 1.4935 | 0.1851 | 1.4935 | 1.2221 |
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- | No log | 29.3333 | 88 | 1.5129 | 0.1807 | 1.5129 | 1.2300 |
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- | No log | 30.0 | 90 | 1.4085 | 0.1462 | 1.4085 | 1.1868 |
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- | No log | 30.6667 | 92 | 1.3245 | 0.1557 | 1.3245 | 1.1509 |
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- | No log | 31.3333 | 94 | 1.3109 | 0.1441 | 1.3109 | 1.1449 |
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- | No log | 32.0 | 96 | 1.3116 | 0.1026 | 1.3116 | 1.1453 |
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- | No log | 32.6667 | 98 | 1.3250 | 0.0843 | 1.3250 | 1.1511 |
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- | No log | 33.3333 | 100 | 1.3203 | 0.0843 | 1.3203 | 1.1491 |
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- | No log | 34.0 | 102 | 1.3353 | 0.0843 | 1.3353 | 1.1555 |
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- | No log | 34.6667 | 104 | 1.3518 | 0.1159 | 1.3518 | 1.1627 |
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- | No log | 35.3333 | 106 | 1.3010 | -0.0120 | 1.3010 | 1.1406 |
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- | No log | 36.0 | 108 | 1.2692 | -0.0218 | 1.2692 | 1.1266 |
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- | No log | 36.6667 | 110 | 1.2693 | 0.0228 | 1.2693 | 1.1266 |
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- | No log | 37.3333 | 112 | 1.3126 | -0.0120 | 1.3126 | 1.1457 |
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- | No log | 38.0 | 114 | 1.3979 | 0.1345 | 1.3979 | 1.1823 |
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- | No log | 38.6667 | 116 | 1.4397 | 0.1159 | 1.4397 | 1.1999 |
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- | No log | 39.3333 | 118 | 1.4262 | 0.1005 | 1.4262 | 1.1943 |
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- | No log | 40.0 | 120 | 1.3587 | 0.1345 | 1.3587 | 1.1656 |
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- | No log | 40.6667 | 122 | 1.3100 | 0.0857 | 1.3100 | 1.1445 |
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- | No log | 41.3333 | 124 | 1.2847 | -0.0218 | 1.2847 | 1.1334 |
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- | No log | 42.0 | 126 | 1.2997 | 0.0954 | 1.2997 | 1.1400 |
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- | No log | 42.6667 | 128 | 1.3573 | 0.1026 | 1.3573 | 1.1650 |
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- | No log | 43.3333 | 130 | 1.4133 | 0.1222 | 1.4133 | 1.1888 |
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- | No log | 44.0 | 132 | 1.4452 | 0.1222 | 1.4452 | 1.2022 |
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- | No log | 44.6667 | 134 | 1.4581 | 0.1222 | 1.4581 | 1.2075 |
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- | No log | 45.3333 | 136 | 1.4209 | 0.1222 | 1.4209 | 1.1920 |
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- | No log | 46.0 | 138 | 1.3228 | 0.0692 | 1.3228 | 1.1501 |
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- | No log | 46.6667 | 140 | 1.2397 | 0.0228 | 1.2397 | 1.1134 |
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- | No log | 47.3333 | 142 | 1.2227 | 0.0671 | 1.2227 | 1.1058 |
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- | No log | 48.0 | 144 | 1.2293 | 0.0700 | 1.2293 | 1.1087 |
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- | No log | 48.6667 | 146 | 1.2443 | 0.0700 | 1.2443 | 1.1155 |
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- | No log | 49.3333 | 148 | 1.2787 | 0.0780 | 1.2787 | 1.1308 |
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- | No log | 50.0 | 150 | 1.3270 | 0.0343 | 1.3270 | 1.1519 |
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- | No log | 50.6667 | 152 | 1.3721 | 0.0692 | 1.3721 | 1.1714 |
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- | No log | 51.3333 | 154 | 1.3702 | 0.0692 | 1.3702 | 1.1706 |
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- | No log | 52.0 | 156 | 1.3514 | 0.0692 | 1.3514 | 1.1625 |
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- | No log | 52.6667 | 158 | 1.3329 | 0.1026 | 1.3329 | 1.1545 |
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- | No log | 53.3333 | 160 | 1.2949 | 0.1441 | 1.2949 | 1.1379 |
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- | No log | 54.0 | 162 | 1.2611 | 0.1441 | 1.2611 | 1.1230 |
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- | No log | 54.6667 | 164 | 1.2583 | 0.1441 | 1.2583 | 1.1217 |
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- | No log | 55.3333 | 166 | 1.2759 | 0.1557 | 1.2759 | 1.1296 |
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- | No log | 56.0 | 168 | 1.2945 | 0.1557 | 1.2945 | 1.1378 |
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- | No log | 56.6667 | 170 | 1.2956 | 0.125 | 1.2956 | 1.1383 |
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- | No log | 57.3333 | 172 | 1.2890 | 0.1118 | 1.2890 | 1.1353 |
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- | No log | 58.0 | 174 | 1.2892 | 0.0780 | 1.2892 | 1.1354 |
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- | No log | 58.6667 | 176 | 1.2992 | 0.1118 | 1.2992 | 1.1398 |
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- | No log | 59.3333 | 178 | 1.3085 | 0.125 | 1.3085 | 1.1439 |
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- | No log | 60.0 | 180 | 1.3120 | 0.125 | 1.3120 | 1.1454 |
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- | No log | 60.6667 | 182 | 1.3472 | 0.0843 | 1.3472 | 1.1607 |
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- | No log | 61.3333 | 184 | 1.3960 | 0.0981 | 1.3960 | 1.1815 |
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- | No log | 62.0 | 186 | 1.4017 | 0.0981 | 1.4017 | 1.1839 |
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- | No log | 62.6667 | 188 | 1.3471 | 0.1371 | 1.3471 | 1.1607 |
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- | No log | 63.3333 | 190 | 1.3056 | 0.1557 | 1.3056 | 1.1426 |
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- | No log | 64.0 | 192 | 1.2652 | 0.1156 | 1.2652 | 1.1248 |
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- | No log | 64.6667 | 194 | 1.2610 | 0.1344 | 1.2610 | 1.1230 |
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- | No log | 65.3333 | 196 | 1.2556 | 0.1755 | 1.2556 | 1.1205 |
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- | No log | 66.0 | 198 | 1.2624 | 0.1344 | 1.2624 | 1.1236 |
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- | No log | 66.6667 | 200 | 1.2936 | 0.125 | 1.2936 | 1.1374 |
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- | No log | 67.3333 | 202 | 1.3199 | 0.0843 | 1.3199 | 1.1489 |
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- | No log | 68.0 | 204 | 1.3340 | 0.1159 | 1.3340 | 1.1550 |
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- | No log | 68.6667 | 206 | 1.3300 | 0.1159 | 1.3300 | 1.1533 |
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- | No log | 69.3333 | 208 | 1.3142 | 0.1557 | 1.3142 | 1.1464 |
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- | No log | 70.0 | 210 | 1.3020 | 0.125 | 1.3020 | 1.1411 |
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- | No log | 70.6667 | 212 | 1.2847 | 0.125 | 1.2847 | 1.1335 |
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- | No log | 71.3333 | 214 | 1.2682 | 0.1857 | 1.2682 | 1.1261 |
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- | No log | 72.0 | 216 | 1.2667 | 0.1857 | 1.2667 | 1.1255 |
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- | No log | 72.6667 | 218 | 1.2925 | 0.1557 | 1.2925 | 1.1369 |
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- | No log | 73.3333 | 220 | 1.3096 | 0.1557 | 1.3096 | 1.1444 |
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- | No log | 74.0 | 222 | 1.3328 | 0.1557 | 1.3328 | 1.1545 |
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- | No log | 74.6667 | 224 | 1.3455 | 0.1557 | 1.3455 | 1.1600 |
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- | No log | 75.3333 | 226 | 1.3648 | 0.1557 | 1.3648 | 1.1683 |
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- | No log | 76.0 | 228 | 1.3542 | 0.1557 | 1.3542 | 1.1637 |
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- | No log | 76.6667 | 230 | 1.3346 | 0.125 | 1.3346 | 1.1553 |
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- | No log | 77.3333 | 232 | 1.3038 | 0.125 | 1.3038 | 1.1419 |
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- | No log | 78.0 | 234 | 1.2910 | 0.125 | 1.2910 | 1.1362 |
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- | No log | 78.6667 | 236 | 1.2899 | 0.125 | 1.2899 | 1.1357 |
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- | No log | 79.3333 | 238 | 1.2880 | 0.1118 | 1.2880 | 1.1349 |
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- | No log | 80.0 | 240 | 1.3012 | 0.0692 | 1.3012 | 1.1407 |
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- | No log | 80.6667 | 242 | 1.3097 | 0.0692 | 1.3097 | 1.1444 |
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- | No log | 81.3333 | 244 | 1.3112 | 0.0692 | 1.3112 | 1.1451 |
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- | No log | 82.0 | 246 | 1.3140 | 0.0692 | 1.3140 | 1.1463 |
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- | No log | 82.6667 | 248 | 1.3278 | 0.0692 | 1.3278 | 1.1523 |
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- | No log | 83.3333 | 250 | 1.3401 | 0.1026 | 1.3401 | 1.1576 |
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- | No log | 84.0 | 252 | 1.3604 | 0.0843 | 1.3604 | 1.1664 |
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- | No log | 84.6667 | 254 | 1.3884 | 0.0843 | 1.3884 | 1.1783 |
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- | No log | 85.3333 | 256 | 1.4053 | 0.0981 | 1.4053 | 1.1855 |
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- | No log | 86.0 | 258 | 1.4036 | 0.0981 | 1.4036 | 1.1848 |
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- | No log | 86.6667 | 260 | 1.3927 | 0.0668 | 1.3927 | 1.1801 |
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- | No log | 87.3333 | 262 | 1.3912 | 0.0668 | 1.3912 | 1.1795 |
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- | No log | 88.0 | 264 | 1.3876 | 0.0668 | 1.3876 | 1.1780 |
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- | No log | 88.6667 | 266 | 1.3731 | 0.0668 | 1.3731 | 1.1718 |
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- | No log | 89.3333 | 268 | 1.3603 | 0.0843 | 1.3603 | 1.1663 |
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- | No log | 90.0 | 270 | 1.3417 | 0.0692 | 1.3417 | 1.1583 |
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- | No log | 90.6667 | 272 | 1.3310 | 0.0692 | 1.3310 | 1.1537 |
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- | No log | 91.3333 | 274 | 1.3260 | 0.0596 | 1.3260 | 1.1515 |
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- | No log | 92.0 | 276 | 1.3208 | 0.0596 | 1.3208 | 1.1493 |
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- | No log | 92.6667 | 278 | 1.3236 | 0.0596 | 1.3236 | 1.1505 |
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- | No log | 93.3333 | 280 | 1.3258 | 0.0692 | 1.3258 | 1.1514 |
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- | No log | 94.0 | 282 | 1.3287 | 0.0692 | 1.3287 | 1.1527 |
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- | No log | 94.6667 | 284 | 1.3333 | 0.0692 | 1.3333 | 1.1547 |
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- | No log | 95.3333 | 286 | 1.3373 | 0.0692 | 1.3373 | 1.1564 |
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- | No log | 96.0 | 288 | 1.3398 | 0.0692 | 1.3398 | 1.1575 |
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- | No log | 96.6667 | 290 | 1.3420 | 0.0692 | 1.3420 | 1.1585 |
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- | No log | 97.3333 | 292 | 1.3432 | 0.0692 | 1.3432 | 1.1590 |
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- | No log | 98.0 | 294 | 1.3421 | 0.0692 | 1.3421 | 1.1585 |
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- | No log | 98.6667 | 296 | 1.3414 | 0.0692 | 1.3414 | 1.1582 |
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- | No log | 99.3333 | 298 | 1.3407 | 0.0692 | 1.3407 | 1.1579 |
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- | No log | 100.0 | 300 | 1.3404 | 0.0692 | 1.3404 | 1.1578 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions
 
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  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k2_task2_organization
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  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k2_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.
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  It achieves the following results on the evaluation set:
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+ - Loss: 1.1957
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+ - Qwk: 0.2397
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+ - Mse: 1.1957
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+ - Rmse: 1.0935
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  ## Model description
24
 
 
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  ### Training results
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+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
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+ | No log | 0.25 | 2 | 4.6783 | 0.0010 | 4.6783 | 2.1629 |
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+ | No log | 0.5 | 4 | 3.1359 | -0.0352 | 3.1359 | 1.7709 |
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+ | No log | 0.75 | 6 | 1.9364 | 0.1169 | 1.9364 | 1.3915 |
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+ | No log | 1.0 | 8 | 1.7198 | 0.0062 | 1.7198 | 1.3114 |
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+ | No log | 1.25 | 10 | 1.5235 | 0.0372 | 1.5235 | 1.2343 |
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+ | No log | 1.5 | 12 | 1.3670 | 0.0994 | 1.3670 | 1.1692 |
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+ | No log | 1.75 | 14 | 1.3009 | 0.1051 | 1.3009 | 1.1406 |
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+ | No log | 2.0 | 16 | 1.2822 | 0.1283 | 1.2822 | 1.1324 |
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+ | No log | 2.25 | 18 | 1.3490 | 0.1339 | 1.3490 | 1.1615 |
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+ | No log | 2.5 | 20 | 1.4343 | 0.1080 | 1.4343 | 1.1976 |
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+ | No log | 2.75 | 22 | 1.5221 | 0.0889 | 1.5221 | 1.2337 |
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+ | No log | 3.0 | 24 | 1.8263 | 0.0925 | 1.8263 | 1.3514 |
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+ | No log | 3.25 | 26 | 2.1614 | 0.0809 | 2.1614 | 1.4702 |
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+ | No log | 3.5 | 28 | 1.9829 | 0.1075 | 1.9829 | 1.4082 |
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+ | No log | 3.75 | 30 | 1.4886 | 0.1195 | 1.4886 | 1.2201 |
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+ | No log | 4.0 | 32 | 1.1517 | 0.2298 | 1.1517 | 1.0732 |
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+ | No log | 4.25 | 34 | 1.2136 | 0.1966 | 1.2136 | 1.1016 |
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+ | No log | 4.5 | 36 | 1.2647 | 0.1966 | 1.2647 | 1.1246 |
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+ | No log | 4.75 | 38 | 1.3651 | 0.1283 | 1.3651 | 1.1684 |
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+ | No log | 5.0 | 40 | 1.3702 | 0.1928 | 1.3702 | 1.1706 |
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+ | No log | 5.25 | 42 | 1.4830 | 0.0858 | 1.4830 | 1.2178 |
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+ | No log | 5.5 | 44 | 1.3902 | 0.1481 | 1.3902 | 1.1791 |
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+ | No log | 5.75 | 46 | 1.2046 | 0.2203 | 1.2046 | 1.0976 |
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+ | No log | 6.0 | 48 | 1.1450 | 0.2298 | 1.1450 | 1.0700 |
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+ | No log | 6.25 | 50 | 1.2596 | 0.2240 | 1.2596 | 1.1223 |
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+ | No log | 6.5 | 52 | 1.3807 | 0.2115 | 1.3807 | 1.1750 |
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+ | No log | 6.75 | 54 | 1.4653 | 0.1817 | 1.4653 | 1.2105 |
79
+ | No log | 7.0 | 56 | 1.5514 | 0.1908 | 1.5514 | 1.2455 |
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+ | No log | 7.25 | 58 | 1.5065 | 0.1908 | 1.5065 | 1.2274 |
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+ | No log | 7.5 | 60 | 1.3100 | 0.2382 | 1.3100 | 1.1445 |
82
+ | No log | 7.75 | 62 | 1.2434 | 0.2554 | 1.2434 | 1.1151 |
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+ | No log | 8.0 | 64 | 1.1761 | 0.3348 | 1.1761 | 1.0845 |
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+ | No log | 8.25 | 66 | 1.1922 | 0.2549 | 1.1922 | 1.0919 |
85
+ | No log | 8.5 | 68 | 1.2916 | 0.2015 | 1.2916 | 1.1365 |
86
+ | No log | 8.75 | 70 | 1.1825 | 0.2609 | 1.1825 | 1.0874 |
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+ | No log | 9.0 | 72 | 1.0870 | 0.3204 | 1.0870 | 1.0426 |
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+ | No log | 9.25 | 74 | 1.0620 | 0.3110 | 1.0620 | 1.0305 |
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+ | No log | 9.5 | 76 | 1.1749 | 0.2572 | 1.1749 | 1.0839 |
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+ | No log | 9.75 | 78 | 1.5451 | 0.2536 | 1.5451 | 1.2430 |
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+ | No log | 10.0 | 80 | 1.6575 | 0.2873 | 1.6575 | 1.2874 |
92
+ | No log | 10.25 | 82 | 1.6802 | 0.2981 | 1.6802 | 1.2962 |
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+ | No log | 10.5 | 84 | 1.4221 | 0.2863 | 1.4221 | 1.1925 |
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+ | No log | 10.75 | 86 | 1.1203 | 0.2816 | 1.1203 | 1.0584 |
95
+ | No log | 11.0 | 88 | 1.0161 | 0.2913 | 1.0161 | 1.0080 |
96
+ | No log | 11.25 | 90 | 0.9735 | 0.2864 | 0.9735 | 0.9866 |
97
+ | No log | 11.5 | 92 | 1.0556 | 0.2432 | 1.0556 | 1.0274 |
98
+ | No log | 11.75 | 94 | 1.3712 | 0.1877 | 1.3712 | 1.1710 |
99
+ | No log | 12.0 | 96 | 1.6378 | 0.1457 | 1.6378 | 1.2798 |
100
+ | No log | 12.25 | 98 | 1.5254 | 0.2201 | 1.5254 | 1.2351 |
101
+ | No log | 12.5 | 100 | 1.2878 | 0.2522 | 1.2878 | 1.1348 |
102
+ | No log | 12.75 | 102 | 1.1463 | 0.2482 | 1.1463 | 1.0706 |
103
+ | No log | 13.0 | 104 | 1.0475 | 0.2988 | 1.0475 | 1.0235 |
104
+ | No log | 13.25 | 106 | 1.0498 | 0.2601 | 1.0498 | 1.0246 |
105
+ | No log | 13.5 | 108 | 1.1346 | 0.2890 | 1.1346 | 1.0652 |
106
+ | No log | 13.75 | 110 | 1.4329 | 0.3002 | 1.4329 | 1.1970 |
107
+ | No log | 14.0 | 112 | 1.8358 | 0.1225 | 1.8358 | 1.3549 |
108
+ | No log | 14.25 | 114 | 2.0172 | 0.1321 | 2.0172 | 1.4203 |
109
+ | No log | 14.5 | 116 | 1.8074 | 0.1309 | 1.8074 | 1.3444 |
110
+ | No log | 14.75 | 118 | 1.4404 | 0.1977 | 1.4404 | 1.2002 |
111
+ | No log | 15.0 | 120 | 1.1999 | 0.2964 | 1.1999 | 1.0954 |
112
+ | No log | 15.25 | 122 | 1.1572 | 0.3219 | 1.1572 | 1.0757 |
113
+ | No log | 15.5 | 124 | 1.1948 | 0.3512 | 1.1948 | 1.0931 |
114
+ | No log | 15.75 | 126 | 1.2487 | 0.2759 | 1.2487 | 1.1175 |
115
+ | No log | 16.0 | 128 | 1.5679 | 0.2306 | 1.5679 | 1.2522 |
116
+ | No log | 16.25 | 130 | 1.7900 | 0.2075 | 1.7900 | 1.3379 |
117
+ | No log | 16.5 | 132 | 1.5643 | 0.2227 | 1.5643 | 1.2507 |
118
+ | No log | 16.75 | 134 | 1.2362 | 0.2870 | 1.2362 | 1.1118 |
119
+ | No log | 17.0 | 136 | 1.0860 | 0.3276 | 1.0860 | 1.0421 |
120
+ | No log | 17.25 | 138 | 1.0800 | 0.2647 | 1.0800 | 1.0392 |
121
+ | No log | 17.5 | 140 | 1.1848 | 0.2287 | 1.1848 | 1.0885 |
122
+ | No log | 17.75 | 142 | 1.2846 | 0.3243 | 1.2846 | 1.1334 |
123
+ | No log | 18.0 | 144 | 1.4446 | 0.1636 | 1.4446 | 1.2019 |
124
+ | No log | 18.25 | 146 | 1.6140 | 0.1707 | 1.6140 | 1.2704 |
125
+ | No log | 18.5 | 148 | 1.6500 | 0.1844 | 1.6500 | 1.2845 |
126
+ | No log | 18.75 | 150 | 1.4637 | 0.1121 | 1.4637 | 1.2098 |
127
+ | No log | 19.0 | 152 | 1.2115 | 0.3365 | 1.2115 | 1.1007 |
128
+ | No log | 19.25 | 154 | 1.1420 | 0.3276 | 1.1420 | 1.0686 |
129
+ | No log | 19.5 | 156 | 1.1667 | 0.2871 | 1.1667 | 1.0801 |
130
+ | No log | 19.75 | 158 | 1.2712 | 0.3262 | 1.2712 | 1.1275 |
131
+ | No log | 20.0 | 160 | 1.4535 | 0.1882 | 1.4535 | 1.2056 |
132
+ | No log | 20.25 | 162 | 1.6469 | 0.1503 | 1.6469 | 1.2833 |
133
+ | No log | 20.5 | 164 | 1.6355 | 0.1475 | 1.6355 | 1.2789 |
134
+ | No log | 20.75 | 166 | 1.4743 | 0.1790 | 1.4743 | 1.2142 |
135
+ | No log | 21.0 | 168 | 1.3225 | 0.2657 | 1.3225 | 1.1500 |
136
+ | No log | 21.25 | 170 | 1.2048 | 0.2521 | 1.2048 | 1.0976 |
137
+ | No log | 21.5 | 172 | 1.1747 | 0.2469 | 1.1747 | 1.0838 |
138
+ | No log | 21.75 | 174 | 1.2094 | 0.2511 | 1.2094 | 1.0997 |
139
+ | No log | 22.0 | 176 | 1.3428 | 0.2229 | 1.3428 | 1.1588 |
140
+ | No log | 22.25 | 178 | 1.3753 | 0.2316 | 1.3753 | 1.1727 |
141
+ | No log | 22.5 | 180 | 1.3130 | 0.2424 | 1.3130 | 1.1458 |
142
+ | No log | 22.75 | 182 | 1.2963 | 0.2011 | 1.2963 | 1.1386 |
143
+ | No log | 23.0 | 184 | 1.3276 | 0.2259 | 1.3276 | 1.1522 |
144
+ | No log | 23.25 | 186 | 1.3319 | 0.2259 | 1.3319 | 1.1541 |
145
+ | No log | 23.5 | 188 | 1.3880 | 0.2464 | 1.3880 | 1.1781 |
146
+ | No log | 23.75 | 190 | 1.3811 | 0.3052 | 1.3811 | 1.1752 |
147
+ | No log | 24.0 | 192 | 1.4326 | 0.2814 | 1.4326 | 1.1969 |
148
+ | No log | 24.25 | 194 | 1.3892 | 0.3052 | 1.3892 | 1.1786 |
149
+ | No log | 24.5 | 196 | 1.2794 | 0.2839 | 1.2794 | 1.1311 |
150
+ | No log | 24.75 | 198 | 1.1941 | 0.3255 | 1.1941 | 1.0927 |
151
+ | No log | 25.0 | 200 | 1.1452 | 0.3965 | 1.1452 | 1.0702 |
152
+ | No log | 25.25 | 202 | 1.1596 | 0.3813 | 1.1596 | 1.0769 |
153
+ | No log | 25.5 | 204 | 1.2125 | 0.2832 | 1.2125 | 1.1012 |
154
+ | No log | 25.75 | 206 | 1.1892 | 0.3078 | 1.1892 | 1.0905 |
155
+ | No log | 26.0 | 208 | 1.1459 | 0.4100 | 1.1459 | 1.0704 |
156
+ | No log | 26.25 | 210 | 1.1526 | 0.3189 | 1.1526 | 1.0736 |
157
+ | No log | 26.5 | 212 | 1.1381 | 0.3280 | 1.1381 | 1.0668 |
158
+ | No log | 26.75 | 214 | 1.1675 | 0.3386 | 1.1675 | 1.0805 |
159
+ | No log | 27.0 | 216 | 1.2366 | 0.2787 | 1.2366 | 1.1120 |
160
+ | No log | 27.25 | 218 | 1.3594 | 0.2965 | 1.3594 | 1.1660 |
161
+ | No log | 27.5 | 220 | 1.4200 | 0.2431 | 1.4200 | 1.1916 |
162
+ | No log | 27.75 | 222 | 1.3503 | 0.2702 | 1.3503 | 1.1620 |
163
+ | No log | 28.0 | 224 | 1.3453 | 0.2673 | 1.3453 | 1.1599 |
164
+ | No log | 28.25 | 226 | 1.3318 | 0.1500 | 1.3318 | 1.1541 |
165
+ | No log | 28.5 | 228 | 1.2849 | 0.1790 | 1.2849 | 1.1336 |
166
+ | No log | 28.75 | 230 | 1.2047 | 0.2404 | 1.2047 | 1.0976 |
167
+ | No log | 29.0 | 232 | 1.1397 | 0.3243 | 1.1397 | 1.0676 |
168
+ | No log | 29.25 | 234 | 1.1651 | 0.3412 | 1.1651 | 1.0794 |
169
+ | No log | 29.5 | 236 | 1.2140 | 0.3412 | 1.2140 | 1.1018 |
170
+ | No log | 29.75 | 238 | 1.2491 | 0.3412 | 1.2491 | 1.1176 |
171
+ | No log | 30.0 | 240 | 1.2868 | 0.3169 | 1.2868 | 1.1344 |
172
+ | No log | 30.25 | 242 | 1.3047 | 0.3078 | 1.3047 | 1.1422 |
173
+ | No log | 30.5 | 244 | 1.2973 | 0.2986 | 1.2973 | 1.1390 |
174
+ | No log | 30.75 | 246 | 1.2167 | 0.3237 | 1.2167 | 1.1030 |
175
+ | No log | 31.0 | 248 | 1.1990 | 0.3174 | 1.1990 | 1.0950 |
176
+ | No log | 31.25 | 250 | 1.2540 | 0.2963 | 1.2540 | 1.1198 |
177
+ | No log | 31.5 | 252 | 1.2745 | 0.2230 | 1.2745 | 1.1289 |
178
+ | No log | 31.75 | 254 | 1.2280 | 0.2796 | 1.2280 | 1.1082 |
179
+ | No log | 32.0 | 256 | 1.1751 | 0.3443 | 1.1751 | 1.0840 |
180
+ | No log | 32.25 | 258 | 1.1978 | 0.3130 | 1.1978 | 1.0945 |
181
+ | No log | 32.5 | 260 | 1.2616 | 0.2247 | 1.2616 | 1.1232 |
182
+ | No log | 32.75 | 262 | 1.3751 | 0.2600 | 1.3751 | 1.1726 |
183
+ | No log | 33.0 | 264 | 1.6556 | 0.1321 | 1.6556 | 1.2867 |
184
+ | No log | 33.25 | 266 | 1.8189 | 0.1498 | 1.8189 | 1.3487 |
185
+ | No log | 33.5 | 268 | 1.7092 | 0.1132 | 1.7092 | 1.3073 |
186
+ | No log | 33.75 | 270 | 1.4599 | 0.1466 | 1.4599 | 1.2083 |
187
+ | No log | 34.0 | 272 | 1.2743 | 0.3169 | 1.2743 | 1.1288 |
188
+ | No log | 34.25 | 274 | 1.1725 | 0.2898 | 1.1725 | 1.0828 |
189
+ | No log | 34.5 | 276 | 1.1195 | 0.2676 | 1.1195 | 1.0581 |
190
+ | No log | 34.75 | 278 | 1.0998 | 0.3337 | 1.0998 | 1.0487 |
191
+ | No log | 35.0 | 280 | 1.1231 | 0.2914 | 1.1231 | 1.0598 |
192
+ | No log | 35.25 | 282 | 1.1467 | 0.3087 | 1.1467 | 1.0708 |
193
+ | No log | 35.5 | 284 | 1.1650 | 0.2748 | 1.1650 | 1.0794 |
194
+ | No log | 35.75 | 286 | 1.1831 | 0.2366 | 1.1831 | 1.0877 |
195
+ | No log | 36.0 | 288 | 1.2133 | 0.2685 | 1.2133 | 1.1015 |
196
+ | No log | 36.25 | 290 | 1.2703 | 0.2732 | 1.2703 | 1.1271 |
197
+ | No log | 36.5 | 292 | 1.2832 | 0.2760 | 1.2832 | 1.1328 |
198
+ | No log | 36.75 | 294 | 1.2558 | 0.2296 | 1.2558 | 1.1206 |
199
+ | No log | 37.0 | 296 | 1.2615 | 0.1980 | 1.2615 | 1.1232 |
200
+ | No log | 37.25 | 298 | 1.3110 | 0.2624 | 1.3110 | 1.1450 |
201
+ | No log | 37.5 | 300 | 1.3098 | 0.1988 | 1.3098 | 1.1445 |
202
+ | No log | 37.75 | 302 | 1.2469 | 0.2577 | 1.2469 | 1.1166 |
203
+ | No log | 38.0 | 304 | 1.1921 | 0.2964 | 1.1921 | 1.0918 |
204
+ | No log | 38.25 | 306 | 1.1889 | 0.3059 | 1.1889 | 1.0904 |
205
+ | No log | 38.5 | 308 | 1.1787 | 0.3059 | 1.1787 | 1.0857 |
206
+ | No log | 38.75 | 310 | 1.1919 | 0.2667 | 1.1919 | 1.0918 |
207
+ | No log | 39.0 | 312 | 1.1941 | 0.3280 | 1.1941 | 1.0928 |
208
+ | No log | 39.25 | 314 | 1.1808 | 0.3255 | 1.1808 | 1.0867 |
209
+ | No log | 39.5 | 316 | 1.1882 | 0.3255 | 1.1882 | 1.0900 |
210
+ | No log | 39.75 | 318 | 1.2119 | 0.3490 | 1.2119 | 1.1009 |
211
+ | No log | 40.0 | 320 | 1.1963 | 0.3218 | 1.1963 | 1.0938 |
212
+ | No log | 40.25 | 322 | 1.1733 | 0.3036 | 1.1733 | 1.0832 |
213
+ | No log | 40.5 | 324 | 1.1687 | 0.3719 | 1.1687 | 1.0811 |
214
+ | No log | 40.75 | 326 | 1.1861 | 0.3193 | 1.1861 | 1.0891 |
215
+ | No log | 41.0 | 328 | 1.2407 | 0.2870 | 1.2407 | 1.1139 |
216
+ | No log | 41.25 | 330 | 1.2612 | 0.2549 | 1.2612 | 1.1230 |
217
+ | No log | 41.5 | 332 | 1.2056 | 0.2870 | 1.2056 | 1.0980 |
218
+ | No log | 41.75 | 334 | 1.1268 | 0.3572 | 1.1268 | 1.0615 |
219
+ | No log | 42.0 | 336 | 1.0913 | 0.3821 | 1.0913 | 1.0447 |
220
+ | No log | 42.25 | 338 | 1.0721 | 0.3554 | 1.0721 | 1.0354 |
221
+ | No log | 42.5 | 340 | 1.0676 | 0.3829 | 1.0676 | 1.0332 |
222
+ | No log | 42.75 | 342 | 1.0907 | 0.3294 | 1.0907 | 1.0444 |
223
+ | No log | 43.0 | 344 | 1.1523 | 0.3128 | 1.1523 | 1.0735 |
224
+ | No log | 43.25 | 346 | 1.2709 | 0.1256 | 1.2709 | 1.1274 |
225
+ | No log | 43.5 | 348 | 1.3475 | 0.1226 | 1.3475 | 1.1608 |
226
+ | No log | 43.75 | 350 | 1.3183 | 0.1087 | 1.3183 | 1.1482 |
227
+ | No log | 44.0 | 352 | 1.2538 | 0.1913 | 1.2538 | 1.1198 |
228
+ | No log | 44.25 | 354 | 1.1818 | 0.3365 | 1.1818 | 1.0871 |
229
+ | No log | 44.5 | 356 | 1.1325 | 0.3104 | 1.1325 | 1.0642 |
230
+ | No log | 44.75 | 358 | 1.1145 | 0.3312 | 1.1145 | 1.0557 |
231
+ | No log | 45.0 | 360 | 1.1358 | 0.2844 | 1.1358 | 1.0657 |
232
+ | No log | 45.25 | 362 | 1.1777 | 0.2844 | 1.1777 | 1.0852 |
233
+ | No log | 45.5 | 364 | 1.2478 | 0.3033 | 1.2478 | 1.1170 |
234
+ | No log | 45.75 | 366 | 1.3290 | 0.0927 | 1.3290 | 1.1528 |
235
+ | No log | 46.0 | 368 | 1.2949 | 0.2549 | 1.2949 | 1.1379 |
236
+ | No log | 46.25 | 370 | 1.2271 | 0.3193 | 1.2271 | 1.1078 |
237
+ | No log | 46.5 | 372 | 1.1950 | 0.3614 | 1.1950 | 1.0932 |
238
+ | No log | 46.75 | 374 | 1.1855 | 0.3169 | 1.1855 | 1.0888 |
239
+ | No log | 47.0 | 376 | 1.1430 | 0.3572 | 1.1430 | 1.0691 |
240
+ | No log | 47.25 | 378 | 1.1376 | 0.3321 | 1.1376 | 1.0666 |
241
+ | No log | 47.5 | 380 | 1.1518 | 0.2917 | 1.1518 | 1.0732 |
242
+ | No log | 47.75 | 382 | 1.1415 | 0.3010 | 1.1415 | 1.0684 |
243
+ | No log | 48.0 | 384 | 1.1499 | 0.3010 | 1.1499 | 1.0723 |
244
+ | No log | 48.25 | 386 | 1.1905 | 0.3614 | 1.1905 | 1.0911 |
245
+ | No log | 48.5 | 388 | 1.2458 | 0.3519 | 1.2458 | 1.1161 |
246
+ | No log | 48.75 | 390 | 1.2518 | 0.3078 | 1.2518 | 1.1188 |
247
+ | No log | 49.0 | 392 | 1.2347 | 0.2896 | 1.2347 | 1.1112 |
248
+ | No log | 49.25 | 394 | 1.2270 | 0.2896 | 1.2270 | 1.1077 |
249
+ | No log | 49.5 | 396 | 1.2334 | 0.3078 | 1.2334 | 1.1106 |
250
+ | No log | 49.75 | 398 | 1.2701 | 0.3347 | 1.2701 | 1.1270 |
251
+ | No log | 50.0 | 400 | 1.3672 | 0.2056 | 1.3672 | 1.1693 |
252
+ | No log | 50.25 | 402 | 1.4142 | 0.1971 | 1.4142 | 1.1892 |
253
+ | No log | 50.5 | 404 | 1.3785 | 0.2056 | 1.3785 | 1.1741 |
254
+ | No log | 50.75 | 406 | 1.2884 | 0.3347 | 1.2884 | 1.1351 |
255
+ | No log | 51.0 | 408 | 1.2287 | 0.2942 | 1.2287 | 1.1085 |
256
+ | No log | 51.25 | 410 | 1.2122 | 0.3189 | 1.2122 | 1.1010 |
257
+ | No log | 51.5 | 412 | 1.2112 | 0.3189 | 1.2112 | 1.1006 |
258
+ | No log | 51.75 | 414 | 1.2197 | 0.3544 | 1.2197 | 1.1044 |
259
+ | No log | 52.0 | 416 | 1.2621 | 0.3031 | 1.2621 | 1.1234 |
260
+ | No log | 52.25 | 418 | 1.3174 | 0.2181 | 1.3174 | 1.1478 |
261
+ | No log | 52.5 | 420 | 1.3119 | 0.2181 | 1.3119 | 1.1454 |
262
+ | No log | 52.75 | 422 | 1.2518 | 0.3031 | 1.2518 | 1.1188 |
263
+ | No log | 53.0 | 424 | 1.2239 | 0.3584 | 1.2239 | 1.1063 |
264
+ | No log | 53.25 | 426 | 1.2398 | 0.3273 | 1.2398 | 1.1135 |
265
+ | No log | 53.5 | 428 | 1.2530 | 0.3273 | 1.2530 | 1.1194 |
266
+ | No log | 53.75 | 430 | 1.2382 | 0.3273 | 1.2382 | 1.1127 |
267
+ | No log | 54.0 | 432 | 1.2362 | 0.3031 | 1.2362 | 1.1118 |
268
+ | No log | 54.25 | 434 | 1.2432 | 0.2716 | 1.2432 | 1.1150 |
269
+ | No log | 54.5 | 436 | 1.2151 | 0.2870 | 1.2151 | 1.1023 |
270
+ | No log | 54.75 | 438 | 1.1858 | 0.3519 | 1.1858 | 1.0889 |
271
+ | No log | 55.0 | 440 | 1.1670 | 0.3937 | 1.1670 | 1.0803 |
272
+ | No log | 55.25 | 442 | 1.1710 | 0.3668 | 1.1710 | 1.0821 |
273
+ | No log | 55.5 | 444 | 1.1936 | 0.3010 | 1.1936 | 1.0925 |
274
+ | No log | 55.75 | 446 | 1.2427 | 0.2940 | 1.2427 | 1.1148 |
275
+ | No log | 56.0 | 448 | 1.2627 | 0.2940 | 1.2627 | 1.1237 |
276
+ | No log | 56.25 | 450 | 1.2513 | 0.2760 | 1.2513 | 1.1186 |
277
+ | No log | 56.5 | 452 | 1.2484 | 0.2787 | 1.2484 | 1.1173 |
278
+ | No log | 56.75 | 454 | 1.2627 | 0.2787 | 1.2627 | 1.1237 |
279
+ | No log | 57.0 | 456 | 1.2678 | 0.2760 | 1.2678 | 1.1260 |
280
+ | No log | 57.25 | 458 | 1.2643 | 0.2760 | 1.2643 | 1.1244 |
281
+ | No log | 57.5 | 460 | 1.2503 | 0.2760 | 1.2503 | 1.1182 |
282
+ | No log | 57.75 | 462 | 1.2472 | 0.2445 | 1.2472 | 1.1168 |
283
+ | No log | 58.0 | 464 | 1.2955 | 0.2445 | 1.2955 | 1.1382 |
284
+ | No log | 58.25 | 466 | 1.3163 | 0.2702 | 1.3163 | 1.1473 |
285
+ | No log | 58.5 | 468 | 1.3251 | 0.2702 | 1.3251 | 1.1511 |
286
+ | No log | 58.75 | 470 | 1.3079 | 0.2702 | 1.3079 | 1.1436 |
287
+ | No log | 59.0 | 472 | 1.2817 | 0.3007 | 1.2817 | 1.1321 |
288
+ | No log | 59.25 | 474 | 1.2500 | 0.2445 | 1.2500 | 1.1180 |
289
+ | No log | 59.5 | 476 | 1.2461 | 0.2940 | 1.2461 | 1.1163 |
290
+ | No log | 59.75 | 478 | 1.2265 | 0.2940 | 1.2265 | 1.1075 |
291
+ | No log | 60.0 | 480 | 1.1995 | 0.3381 | 1.1995 | 1.0952 |
292
+ | No log | 60.25 | 482 | 1.1991 | 0.3056 | 1.1991 | 1.0950 |
293
+ | No log | 60.5 | 484 | 1.1972 | 0.2963 | 1.1972 | 1.0942 |
294
+ | No log | 60.75 | 486 | 1.1811 | 0.3519 | 1.1811 | 1.0868 |
295
+ | No log | 61.0 | 488 | 1.1505 | 0.3798 | 1.1505 | 1.0726 |
296
+ | No log | 61.25 | 490 | 1.1314 | 0.3798 | 1.1314 | 1.0637 |
297
+ | No log | 61.5 | 492 | 1.1135 | 0.3062 | 1.1135 | 1.0552 |
298
+ | No log | 61.75 | 494 | 1.1199 | 0.3602 | 1.1199 | 1.0583 |
299
+ | No log | 62.0 | 496 | 1.1497 | 0.3302 | 1.1497 | 1.0723 |
300
+ | No log | 62.25 | 498 | 1.1795 | 0.3193 | 1.1795 | 1.0860 |
301
+ | 0.245 | 62.5 | 500 | 1.2107 | 0.3031 | 1.2107 | 1.1003 |
302
+ | 0.245 | 62.75 | 502 | 1.2380 | 0.2940 | 1.2380 | 1.1126 |
303
+ | 0.245 | 63.0 | 504 | 1.2238 | 0.2940 | 1.2238 | 1.1062 |
304
+ | 0.245 | 63.25 | 506 | 1.2028 | 0.2654 | 1.2028 | 1.0967 |
305
+ | 0.245 | 63.5 | 508 | 1.1870 | 0.2820 | 1.1870 | 1.0895 |
306
+ | 0.245 | 63.75 | 510 | 1.1826 | 0.3059 | 1.1826 | 1.0875 |
307
+ | 0.245 | 64.0 | 512 | 1.1847 | 0.2812 | 1.1847 | 1.0884 |
308
+ | 0.245 | 64.25 | 514 | 1.1798 | 0.3180 | 1.1798 | 1.0862 |
309
+ | 0.245 | 64.5 | 516 | 1.1743 | 0.2919 | 1.1743 | 1.0837 |
310
+ | 0.245 | 64.75 | 518 | 1.1736 | 0.2633 | 1.1736 | 1.0833 |
311
+ | 0.245 | 65.0 | 520 | 1.1757 | 0.2776 | 1.1757 | 1.0843 |
312
+ | 0.245 | 65.25 | 522 | 1.1889 | 0.2871 | 1.1889 | 1.0904 |
313
+ | 0.245 | 65.5 | 524 | 1.1957 | 0.2397 | 1.1957 | 1.0935 |
314
 
315
 
316
  ### Framework versions