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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k7_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_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k6_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_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k6_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: 1.2422
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- - Qwk: 0.1641
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- - Mse: 1.2422
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- - Rmse: 1.1145
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  ## Model description
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@@ -49,272 +49,264 @@ 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 | 0.0645 | 2 | 4.3962 | 0.0163 | 4.3962 | 2.0967 |
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- | No log | 0.1290 | 4 | 2.4920 | 0.0334 | 2.4920 | 1.5786 |
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- | No log | 0.1935 | 6 | 1.8508 | 0.0414 | 1.8508 | 1.3604 |
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- | No log | 0.2581 | 8 | 1.4915 | 0.0573 | 1.4915 | 1.2213 |
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- | No log | 0.3226 | 10 | 1.3472 | 0.0861 | 1.3472 | 1.1607 |
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- | No log | 0.3871 | 12 | 1.3457 | 0.0452 | 1.3457 | 1.1601 |
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- | No log | 0.4516 | 14 | 1.2934 | 0.0885 | 1.2934 | 1.1373 |
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- | No log | 0.5161 | 16 | 1.2843 | 0.1667 | 1.2843 | 1.1333 |
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- | No log | 0.5806 | 18 | 1.6802 | 0.0231 | 1.6802 | 1.2962 |
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- | No log | 0.6452 | 20 | 2.1227 | -0.0081 | 2.1227 | 1.4569 |
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- | No log | 0.7097 | 22 | 1.9492 | 0.0260 | 1.9492 | 1.3961 |
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- | No log | 0.7742 | 24 | 1.3319 | 0.1076 | 1.3319 | 1.1541 |
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- | No log | 0.8387 | 26 | 1.1720 | 0.2223 | 1.1720 | 1.0826 |
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- | No log | 0.9032 | 28 | 1.2180 | 0.2485 | 1.2180 | 1.1036 |
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- | No log | 0.9677 | 30 | 1.2053 | 0.2478 | 1.2053 | 1.0978 |
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- | No log | 1.0323 | 32 | 1.1906 | 0.2520 | 1.1906 | 1.0912 |
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- | No log | 1.0968 | 34 | 1.2142 | 0.1370 | 1.2142 | 1.1019 |
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- | No log | 1.1613 | 36 | 1.2539 | 0.1532 | 1.2539 | 1.1198 |
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- | No log | 1.2258 | 38 | 1.2891 | 0.1300 | 1.2891 | 1.1354 |
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- | No log | 1.2903 | 40 | 1.3847 | -0.0288 | 1.3847 | 1.1767 |
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- | No log | 1.3548 | 42 | 1.3199 | 0.1300 | 1.3199 | 1.1489 |
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- | No log | 1.4194 | 44 | 1.2739 | 0.2097 | 1.2739 | 1.1287 |
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- | No log | 1.4839 | 46 | 1.2849 | 0.1935 | 1.2849 | 1.1335 |
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- | No log | 1.5484 | 48 | 1.2832 | 0.1935 | 1.2832 | 1.1328 |
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- | No log | 1.6129 | 50 | 1.3045 | 0.1528 | 1.3045 | 1.1422 |
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- | No log | 1.6774 | 52 | 1.3610 | 0.2113 | 1.3610 | 1.1666 |
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- | No log | 1.7419 | 54 | 1.5396 | 0.0651 | 1.5396 | 1.2408 |
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- | No log | 1.8065 | 56 | 1.4241 | 0.0314 | 1.4241 | 1.1934 |
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- | No log | 1.8710 | 58 | 1.3740 | 0.1920 | 1.3740 | 1.1722 |
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- | No log | 1.9355 | 60 | 1.4439 | 0.1779 | 1.4439 | 1.2016 |
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- | No log | 2.0 | 62 | 1.4949 | 0.1942 | 1.4949 | 1.2226 |
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- | No log | 2.0645 | 64 | 1.4595 | 0.1942 | 1.4595 | 1.2081 |
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- | No log | 2.1290 | 66 | 1.3679 | 0.1387 | 1.3679 | 1.1696 |
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- | No log | 2.1935 | 68 | 1.3579 | 0.1748 | 1.3579 | 1.1653 |
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- | No log | 2.2581 | 70 | 1.3628 | 0.1744 | 1.3628 | 1.1674 |
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- | No log | 2.3226 | 72 | 1.4823 | 0.1942 | 1.4823 | 1.2175 |
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- | No log | 2.3871 | 74 | 1.4532 | 0.2346 | 1.4532 | 1.2055 |
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- | No log | 2.4516 | 76 | 1.3601 | 0.1525 | 1.3601 | 1.1662 |
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- | No log | 2.5161 | 78 | 1.3673 | 0.1915 | 1.3673 | 1.1693 |
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- | No log | 2.5806 | 80 | 1.3978 | 0.2314 | 1.3978 | 1.1823 |
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- | No log | 2.6452 | 82 | 1.4095 | 0.3061 | 1.4095 | 1.1872 |
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- | No log | 2.7097 | 84 | 1.3475 | 0.2611 | 1.3475 | 1.1608 |
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- | No log | 2.7742 | 86 | 1.4848 | 0.2311 | 1.4848 | 1.2185 |
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- | No log | 2.8387 | 88 | 1.7848 | 0.1818 | 1.7848 | 1.3360 |
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- | No log | 2.9032 | 90 | 1.7714 | 0.1978 | 1.7714 | 1.3309 |
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- | No log | 2.9677 | 92 | 1.4380 | 0.2033 | 1.4380 | 1.1992 |
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- | No log | 3.0323 | 94 | 1.3191 | 0.1895 | 1.3191 | 1.1485 |
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- | No log | 3.0968 | 96 | 1.3311 | 0.1774 | 1.3311 | 1.1537 |
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- | No log | 3.1613 | 98 | 1.3218 | 0.1635 | 1.3218 | 1.1497 |
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- | No log | 3.2258 | 100 | 1.4720 | 0.1981 | 1.4720 | 1.2132 |
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- | No log | 3.2903 | 102 | 1.5019 | 0.1974 | 1.5019 | 1.2255 |
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- | No log | 3.3548 | 104 | 1.3653 | 0.1834 | 1.3653 | 1.1684 |
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- | No log | 3.4194 | 106 | 1.3507 | 0.2686 | 1.3507 | 1.1622 |
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- | No log | 3.4839 | 108 | 1.4324 | 0.1817 | 1.4324 | 1.1968 |
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- | No log | 3.5484 | 110 | 1.5066 | 0.1776 | 1.5066 | 1.2274 |
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- | No log | 3.6129 | 112 | 1.6346 | 0.1328 | 1.6346 | 1.2785 |
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- | No log | 3.6774 | 114 | 1.6336 | 0.1168 | 1.6336 | 1.2781 |
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- | No log | 3.7419 | 116 | 1.5660 | 0.2173 | 1.5660 | 1.2514 |
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- | No log | 3.8065 | 118 | 1.6904 | 0.1344 | 1.6904 | 1.3002 |
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- | No log | 3.8710 | 120 | 1.9237 | 0.1401 | 1.9237 | 1.3870 |
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- | No log | 3.9355 | 122 | 2.0239 | 0.1358 | 2.0239 | 1.4226 |
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- | No log | 4.0 | 124 | 1.8050 | 0.1693 | 1.8050 | 1.3435 |
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- | No log | 4.0645 | 126 | 1.4897 | 0.2156 | 1.4897 | 1.2206 |
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- | No log | 4.1290 | 128 | 1.4335 | 0.1630 | 1.4335 | 1.1973 |
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- | No log | 4.1935 | 130 | 1.4460 | 0.2715 | 1.4460 | 1.2025 |
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- | No log | 4.2581 | 132 | 1.6893 | 0.1501 | 1.6893 | 1.2997 |
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- | No log | 4.3226 | 134 | 1.7271 | 0.1696 | 1.7271 | 1.3142 |
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- | No log | 4.3871 | 136 | 1.4819 | 0.2950 | 1.4819 | 1.2173 |
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- | No log | 4.4516 | 138 | 1.3381 | 0.1623 | 1.3381 | 1.1568 |
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- | No log | 4.5161 | 140 | 1.3131 | 0.1623 | 1.3131 | 1.1459 |
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- | No log | 4.5806 | 142 | 1.3107 | 0.2563 | 1.3107 | 1.1449 |
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- | No log | 4.6452 | 144 | 1.3965 | 0.2783 | 1.3965 | 1.1818 |
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- | No log | 4.7097 | 146 | 1.3277 | 0.2201 | 1.3277 | 1.1522 |
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- | No log | 4.7742 | 148 | 1.2473 | 0.2453 | 1.2473 | 1.1168 |
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- | No log | 4.8387 | 150 | 1.2417 | 0.2125 | 1.2417 | 1.1143 |
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- | No log | 4.9032 | 152 | 1.2848 | 0.3722 | 1.2848 | 1.1335 |
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- | No log | 4.9677 | 154 | 1.4866 | 0.2608 | 1.4866 | 1.2193 |
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- | No log | 5.0323 | 156 | 1.4610 | 0.2911 | 1.4610 | 1.2087 |
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- | No log | 5.0968 | 158 | 1.2769 | 0.3394 | 1.2769 | 1.1300 |
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- | No log | 5.1613 | 160 | 1.3028 | 0.0925 | 1.3028 | 1.1414 |
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- | No log | 5.2258 | 162 | 1.3988 | 0.0846 | 1.3988 | 1.1827 |
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- | No log | 5.2903 | 164 | 1.2653 | 0.1301 | 1.2653 | 1.1249 |
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- | No log | 5.3548 | 166 | 1.2467 | 0.2300 | 1.2467 | 1.1166 |
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- | No log | 5.4194 | 168 | 1.3900 | 0.2309 | 1.3900 | 1.1790 |
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- | No log | 5.4839 | 170 | 1.4273 | 0.2181 | 1.4273 | 1.1947 |
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- | No log | 5.5484 | 172 | 1.3480 | 0.2028 | 1.3480 | 1.1610 |
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- | No log | 5.6129 | 174 | 1.2737 | 0.1764 | 1.2737 | 1.1286 |
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- | No log | 5.6774 | 176 | 1.2685 | 0.1671 | 1.2685 | 1.1263 |
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- | No log | 5.7419 | 178 | 1.2923 | 0.2124 | 1.2923 | 1.1368 |
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- | No log | 5.8065 | 180 | 1.3654 | 0.2250 | 1.3654 | 1.1685 |
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- | No log | 5.8710 | 182 | 1.4680 | 0.2437 | 1.4680 | 1.2116 |
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- | No log | 5.9355 | 184 | 1.4707 | 0.2387 | 1.4707 | 1.2127 |
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- | No log | 6.0 | 186 | 1.4233 | 0.2086 | 1.4233 | 1.1930 |
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- | No log | 6.0645 | 188 | 1.4227 | 0.0741 | 1.4227 | 1.1928 |
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- | No log | 6.1290 | 190 | 1.4281 | 0.0515 | 1.4281 | 1.1950 |
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- | No log | 6.1935 | 192 | 1.5281 | 0.2443 | 1.5281 | 1.2362 |
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- | No log | 6.2581 | 194 | 1.5552 | 0.1855 | 1.5552 | 1.2471 |
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- | No log | 6.3226 | 196 | 1.4441 | 0.1907 | 1.4441 | 1.2017 |
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- | No log | 6.3871 | 198 | 1.3449 | 0.1429 | 1.3449 | 1.1597 |
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- | No log | 6.4516 | 200 | 1.3464 | 0.1429 | 1.3464 | 1.1604 |
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- | No log | 6.5161 | 202 | 1.3511 | 0.2381 | 1.3511 | 1.1624 |
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- | No log | 6.5806 | 204 | 1.4349 | 0.2060 | 1.4349 | 1.1979 |
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- | No log | 6.6452 | 206 | 1.4298 | 0.1970 | 1.4298 | 1.1958 |
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- | No log | 6.7097 | 208 | 1.3162 | 0.1842 | 1.3162 | 1.1472 |
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- | No log | 6.7742 | 210 | 1.1942 | 0.2417 | 1.1942 | 1.0928 |
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- | No log | 6.8387 | 212 | 1.1834 | 0.1786 | 1.1834 | 1.0878 |
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- | No log | 6.9032 | 214 | 1.2568 | 0.1480 | 1.2568 | 1.1211 |
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- | No log | 6.9677 | 216 | 1.2456 | 0.1609 | 1.2456 | 1.1160 |
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- | No log | 7.0323 | 218 | 1.2211 | 0.2470 | 1.2211 | 1.1051 |
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- | No log | 7.0968 | 220 | 1.3232 | 0.2605 | 1.3232 | 1.1503 |
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- | No log | 7.1613 | 222 | 1.5577 | 0.2281 | 1.5577 | 1.2481 |
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- | No log | 7.2258 | 224 | 1.6999 | 0.1914 | 1.6999 | 1.3038 |
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- | No log | 7.2903 | 226 | 1.5923 | 0.2314 | 1.5923 | 1.2619 |
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- | No log | 7.3548 | 228 | 1.3890 | 0.1429 | 1.3890 | 1.1786 |
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- | No log | 7.4194 | 230 | 1.3803 | 0.1144 | 1.3803 | 1.1749 |
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- | No log | 7.4839 | 232 | 1.4020 | 0.0611 | 1.4020 | 1.1840 |
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- | No log | 7.5484 | 234 | 1.3551 | 0.1150 | 1.3551 | 1.1641 |
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- | No log | 7.6129 | 236 | 1.3738 | 0.1463 | 1.3738 | 1.1721 |
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- | No log | 7.6774 | 238 | 1.4200 | 0.1483 | 1.4200 | 1.1916 |
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- | No log | 7.7419 | 240 | 1.4581 | 0.1807 | 1.4581 | 1.2075 |
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- | No log | 7.8065 | 242 | 1.3876 | 0.1312 | 1.3876 | 1.1779 |
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- | No log | 7.8710 | 244 | 1.3324 | 0.1860 | 1.3324 | 1.1543 |
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- | No log | 7.9355 | 246 | 1.3603 | 0.0340 | 1.3603 | 1.1663 |
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- | No log | 8.0 | 248 | 1.3596 | 0.0253 | 1.3596 | 1.1660 |
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- | No log | 8.0645 | 250 | 1.3267 | 0.1767 | 1.3267 | 1.1518 |
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- | No log | 8.1290 | 252 | 1.4117 | 0.1135 | 1.4117 | 1.1882 |
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- | No log | 8.1935 | 254 | 1.5401 | 0.2406 | 1.5401 | 1.2410 |
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- | No log | 8.2581 | 256 | 1.5210 | 0.2406 | 1.5210 | 1.2333 |
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- | No log | 8.3226 | 258 | 1.3651 | 0.2261 | 1.3651 | 1.1684 |
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- | No log | 8.3871 | 260 | 1.3053 | 0.1787 | 1.3053 | 1.1425 |
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- | No log | 8.4516 | 262 | 1.3409 | 0.1297 | 1.3409 | 1.1580 |
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- | No log | 8.5161 | 264 | 1.2920 | 0.1239 | 1.2920 | 1.1367 |
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- | No log | 8.5806 | 266 | 1.2315 | 0.2409 | 1.2315 | 1.1097 |
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- | No log | 8.6452 | 268 | 1.3047 | 0.2163 | 1.3047 | 1.1422 |
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- | No log | 8.7097 | 270 | 1.3646 | 0.2321 | 1.3646 | 1.1682 |
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- | No log | 8.7742 | 272 | 1.3294 | 0.2450 | 1.3294 | 1.1530 |
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- | No log | 8.8387 | 274 | 1.2397 | 0.2184 | 1.2397 | 1.1134 |
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- | No log | 8.9032 | 276 | 1.1931 | 0.2304 | 1.1931 | 1.0923 |
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- | No log | 8.9677 | 278 | 1.1827 | 0.2604 | 1.1827 | 1.0875 |
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- | No log | 9.0323 | 280 | 1.1935 | 0.2702 | 1.1935 | 1.0925 |
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- | No log | 9.0968 | 282 | 1.2628 | 0.2650 | 1.2628 | 1.1237 |
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- | No log | 9.1613 | 284 | 1.3322 | 0.2298 | 1.3322 | 1.1542 |
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- | No log | 9.2258 | 286 | 1.3614 | 0.2607 | 1.3614 | 1.1668 |
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- | No log | 9.2903 | 288 | 1.3295 | 0.2261 | 1.3295 | 1.1531 |
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- | No log | 9.3548 | 290 | 1.3049 | 0.1576 | 1.3049 | 1.1423 |
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- | No log | 9.4194 | 292 | 1.3409 | 0.2077 | 1.3409 | 1.1580 |
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- | No log | 9.4839 | 294 | 1.3617 | 0.2333 | 1.3617 | 1.1669 |
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- | No log | 9.5484 | 296 | 1.3453 | 0.1812 | 1.3453 | 1.1599 |
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- | No log | 9.6129 | 298 | 1.2849 | 0.1576 | 1.2849 | 1.1335 |
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- | No log | 9.6774 | 300 | 1.2634 | 0.1485 | 1.2634 | 1.1240 |
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- | No log | 9.7419 | 302 | 1.2517 | 0.1037 | 1.2517 | 1.1188 |
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- | No log | 9.8065 | 304 | 1.2914 | 0.1951 | 1.2914 | 1.1364 |
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- | No log | 9.8710 | 306 | 1.3086 | 0.1807 | 1.3086 | 1.1439 |
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- | No log | 9.9355 | 308 | 1.3181 | 0.2223 | 1.3181 | 1.1481 |
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- | No log | 10.0 | 310 | 1.3269 | 0.2518 | 1.3269 | 1.1519 |
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- | No log | 10.0645 | 312 | 1.3404 | 0.2333 | 1.3404 | 1.1578 |
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- | No log | 10.1290 | 314 | 1.3482 | 0.2366 | 1.3482 | 1.1611 |
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- | No log | 10.1935 | 316 | 1.3624 | 0.2366 | 1.3624 | 1.1672 |
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- | No log | 10.2581 | 318 | 1.3968 | 0.2366 | 1.3968 | 1.1819 |
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- | No log | 10.3226 | 320 | 1.4565 | 0.2025 | 1.4565 | 1.2069 |
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- | No log | 10.3871 | 322 | 1.4262 | 0.1763 | 1.4262 | 1.1942 |
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- | No log | 10.4516 | 324 | 1.3050 | 0.2184 | 1.3050 | 1.1423 |
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- | No log | 10.5161 | 326 | 1.2249 | 0.2821 | 1.2249 | 1.1067 |
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- | No log | 10.5806 | 328 | 1.2298 | 0.1943 | 1.2298 | 1.1089 |
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- | No log | 10.6452 | 330 | 1.2223 | 0.2857 | 1.2223 | 1.1056 |
217
- | No log | 10.7097 | 332 | 1.2660 | 0.2558 | 1.2660 | 1.1252 |
218
- | No log | 10.7742 | 334 | 1.3199 | 0.1857 | 1.3199 | 1.1489 |
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- | No log | 10.8387 | 336 | 1.4135 | 0.2237 | 1.4135 | 1.1889 |
220
- | No log | 10.9032 | 338 | 1.4974 | 0.2726 | 1.4974 | 1.2237 |
221
- | No log | 10.9677 | 340 | 1.4400 | 0.2721 | 1.4400 | 1.2000 |
222
- | No log | 11.0323 | 342 | 1.3350 | 0.2000 | 1.3350 | 1.1554 |
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- | No log | 11.0968 | 344 | 1.2684 | 0.1689 | 1.2684 | 1.1262 |
224
- | No log | 11.1613 | 346 | 1.2817 | 0.1247 | 1.2817 | 1.1321 |
225
- | No log | 11.2258 | 348 | 1.3265 | 0.1315 | 1.3265 | 1.1517 |
226
- | No log | 11.2903 | 350 | 1.3768 | 0.1345 | 1.3768 | 1.1734 |
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- | No log | 11.3548 | 352 | 1.3683 | 0.1943 | 1.3683 | 1.1697 |
228
- | No log | 11.4194 | 354 | 1.3355 | 0.2046 | 1.3355 | 1.1556 |
229
- | No log | 11.4839 | 356 | 1.3090 | 0.1696 | 1.3090 | 1.1441 |
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- | No log | 11.5484 | 358 | 1.3367 | 0.1131 | 1.3367 | 1.1562 |
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- | No log | 11.6129 | 360 | 1.3124 | 0.1853 | 1.3124 | 1.1456 |
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- | No log | 11.6774 | 362 | 1.2803 | 0.2009 | 1.2803 | 1.1315 |
233
- | No log | 11.7419 | 364 | 1.2943 | 0.2152 | 1.2943 | 1.1377 |
234
- | No log | 11.8065 | 366 | 1.3207 | 0.2439 | 1.3207 | 1.1492 |
235
- | No log | 11.8710 | 368 | 1.3106 | 0.2586 | 1.3106 | 1.1448 |
236
- | No log | 11.9355 | 370 | 1.2941 | 0.2586 | 1.2941 | 1.1376 |
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- | No log | 12.0 | 372 | 1.2704 | 0.2009 | 1.2704 | 1.1271 |
238
- | No log | 12.0645 | 374 | 1.2875 | 0.2009 | 1.2875 | 1.1347 |
239
- | No log | 12.1290 | 376 | 1.3160 | 0.2586 | 1.3160 | 1.1472 |
240
- | No log | 12.1935 | 378 | 1.3564 | 0.2046 | 1.3564 | 1.1646 |
241
- | No log | 12.2581 | 380 | 1.3199 | 0.2304 | 1.3199 | 1.1489 |
242
- | No log | 12.3226 | 382 | 1.3045 | 0.1701 | 1.3045 | 1.1421 |
243
- | No log | 12.3871 | 384 | 1.3030 | 0.1911 | 1.3030 | 1.1415 |
244
- | No log | 12.4516 | 386 | 1.3269 | 0.1465 | 1.3269 | 1.1519 |
245
- | No log | 12.5161 | 388 | 1.3467 | 0.1764 | 1.3467 | 1.1605 |
246
- | No log | 12.5806 | 390 | 1.3836 | 0.2143 | 1.3836 | 1.1763 |
247
- | No log | 12.6452 | 392 | 1.3800 | 0.2143 | 1.3800 | 1.1748 |
248
- | No log | 12.7097 | 394 | 1.3086 | 0.2165 | 1.3086 | 1.1440 |
249
- | No log | 12.7742 | 396 | 1.2944 | 0.2621 | 1.2944 | 1.1377 |
250
- | No log | 12.8387 | 398 | 1.3161 | 0.1764 | 1.3161 | 1.1472 |
251
- | No log | 12.9032 | 400 | 1.2878 | 0.1911 | 1.2878 | 1.1348 |
252
- | No log | 12.9677 | 402 | 1.2766 | 0.1919 | 1.2766 | 1.1299 |
253
- | No log | 13.0323 | 404 | 1.2741 | 0.2175 | 1.2741 | 1.1288 |
254
- | No log | 13.0968 | 406 | 1.2885 | 0.2470 | 1.2885 | 1.1351 |
255
- | No log | 13.1613 | 408 | 1.3462 | 0.1905 | 1.3462 | 1.1603 |
256
- | No log | 13.2258 | 410 | 1.4017 | 0.1501 | 1.4017 | 1.1839 |
257
- | No log | 13.2903 | 412 | 1.3703 | 0.1951 | 1.3703 | 1.1706 |
258
- | No log | 13.3548 | 414 | 1.2969 | 0.2110 | 1.2969 | 1.1388 |
259
- | No log | 13.4194 | 416 | 1.2727 | 0.1093 | 1.2727 | 1.1281 |
260
- | No log | 13.4839 | 418 | 1.2841 | 0.0911 | 1.2841 | 1.1332 |
261
- | No log | 13.5484 | 420 | 1.3387 | 0.2339 | 1.3387 | 1.1570 |
262
- | No log | 13.6129 | 422 | 1.3906 | 0.2710 | 1.3906 | 1.1792 |
263
- | No log | 13.6774 | 424 | 1.4182 | 0.1943 | 1.4182 | 1.1909 |
264
- | No log | 13.7419 | 426 | 1.3559 | 0.1156 | 1.3559 | 1.1644 |
265
- | No log | 13.8065 | 428 | 1.2524 | 0.1144 | 1.2524 | 1.1191 |
266
- | No log | 13.8710 | 430 | 1.2084 | 0.2023 | 1.2084 | 1.0993 |
267
- | No log | 13.9355 | 432 | 1.2091 | 0.2023 | 1.2091 | 1.0996 |
268
- | No log | 14.0 | 434 | 1.2041 | 0.1918 | 1.2041 | 1.0973 |
269
- | No log | 14.0645 | 436 | 1.2302 | 0.1645 | 1.2302 | 1.1092 |
270
- | No log | 14.1290 | 438 | 1.3043 | 0.1961 | 1.3043 | 1.1421 |
271
- | No log | 14.1935 | 440 | 1.4496 | 0.1756 | 1.4496 | 1.2040 |
272
- | No log | 14.2581 | 442 | 1.5638 | 0.2047 | 1.5638 | 1.2505 |
273
- | No log | 14.3226 | 444 | 1.5342 | 0.1498 | 1.5342 | 1.2386 |
274
- | No log | 14.3871 | 446 | 1.4184 | 0.1935 | 1.4184 | 1.1910 |
275
- | No log | 14.4516 | 448 | 1.3125 | 0.1707 | 1.3125 | 1.1456 |
276
- | No log | 14.5161 | 450 | 1.2943 | 0.1857 | 1.2943 | 1.1377 |
277
- | No log | 14.5806 | 452 | 1.3441 | 0.1905 | 1.3441 | 1.1594 |
278
- | No log | 14.6452 | 454 | 1.3661 | 0.2032 | 1.3661 | 1.1688 |
279
- | No log | 14.7097 | 456 | 1.4446 | 0.1718 | 1.4446 | 1.2019 |
280
- | No log | 14.7742 | 458 | 1.5000 | 0.2047 | 1.5000 | 1.2247 |
281
- | No log | 14.8387 | 460 | 1.4374 | 0.1171 | 1.4374 | 1.1989 |
282
- | No log | 14.9032 | 462 | 1.3548 | 0.0526 | 1.3548 | 1.1640 |
283
- | No log | 14.9677 | 464 | 1.2317 | 0.1961 | 1.2317 | 1.1098 |
284
- | No log | 15.0323 | 466 | 1.1836 | 0.1585 | 1.1836 | 1.0879 |
285
- | No log | 15.0968 | 468 | 1.1792 | 0.1482 | 1.1792 | 1.0859 |
286
- | No log | 15.1613 | 470 | 1.2364 | 0.1645 | 1.2364 | 1.1119 |
287
- | No log | 15.2258 | 472 | 1.2933 | 0.1707 | 1.2933 | 1.1372 |
288
- | No log | 15.2903 | 474 | 1.3447 | 0.2084 | 1.3447 | 1.1596 |
289
- | No log | 15.3548 | 476 | 1.3345 | 0.1899 | 1.3345 | 1.1552 |
290
- | No log | 15.4194 | 478 | 1.2426 | 0.1128 | 1.2426 | 1.1147 |
291
- | No log | 15.4839 | 480 | 1.2057 | 0.2317 | 1.2057 | 1.0981 |
292
- | No log | 15.5484 | 482 | 1.2292 | 0.1559 | 1.2292 | 1.1087 |
293
- | No log | 15.6129 | 484 | 1.3296 | 0.2201 | 1.3296 | 1.1531 |
294
- | No log | 15.6774 | 486 | 1.4313 | 0.2806 | 1.4313 | 1.1964 |
295
- | No log | 15.7419 | 488 | 1.4789 | 0.2839 | 1.4789 | 1.2161 |
296
- | No log | 15.8065 | 490 | 1.4211 | 0.2457 | 1.4211 | 1.1921 |
297
- | No log | 15.8710 | 492 | 1.3208 | 0.1405 | 1.3208 | 1.1493 |
298
- | No log | 15.9355 | 494 | 1.2100 | 0.1502 | 1.2100 | 1.1000 |
299
- | No log | 16.0 | 496 | 1.1818 | 0.2219 | 1.1818 | 1.0871 |
300
- | No log | 16.0645 | 498 | 1.2038 | 0.2574 | 1.2038 | 1.0972 |
301
- | 0.338 | 16.1290 | 500 | 1.2886 | 0.2261 | 1.2886 | 1.1351 |
302
- | 0.338 | 16.1935 | 502 | 1.4431 | 0.1888 | 1.4431 | 1.2013 |
303
- | 0.338 | 16.2581 | 504 | 1.4880 | 0.1884 | 1.4880 | 1.2198 |
304
- | 0.338 | 16.3226 | 506 | 1.3812 | 0.1631 | 1.3812 | 1.1752 |
305
- | 0.338 | 16.3871 | 508 | 1.2425 | 0.2402 | 1.2425 | 1.1147 |
306
- | 0.338 | 16.4516 | 510 | 1.1744 | 0.1443 | 1.1744 | 1.0837 |
307
- | 0.338 | 16.5161 | 512 | 1.1759 | 0.2219 | 1.1759 | 1.0844 |
308
- | 0.338 | 16.5806 | 514 | 1.2459 | 0.2681 | 1.2459 | 1.1162 |
309
- | 0.338 | 16.6452 | 516 | 1.3471 | 0.2371 | 1.3471 | 1.1606 |
310
- | 0.338 | 16.7097 | 518 | 1.5154 | 0.2147 | 1.5154 | 1.2310 |
311
- | 0.338 | 16.7742 | 520 | 1.5988 | 0.2463 | 1.5988 | 1.2644 |
312
- | 0.338 | 16.8387 | 522 | 1.5436 | 0.2569 | 1.5436 | 1.2424 |
313
- | 0.338 | 16.9032 | 524 | 1.3911 | 0.2065 | 1.3911 | 1.1794 |
314
- | 0.338 | 16.9677 | 526 | 1.2567 | 0.1637 | 1.2567 | 1.1210 |
315
- | 0.338 | 17.0323 | 528 | 1.1872 | 0.1582 | 1.1872 | 1.0896 |
316
- | 0.338 | 17.0968 | 530 | 1.1804 | 0.1582 | 1.1804 | 1.0864 |
317
- | 0.338 | 17.1613 | 532 | 1.2422 | 0.1641 | 1.2422 | 1.1145 |
318
 
319
 
320
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k7_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_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k7_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: 1.3805
19
+ - Qwk: 0.2020
20
+ - Mse: 1.3805
21
+ - Rmse: 1.1749
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0571 | 2 | 4.6950 | -0.0132 | 4.6950 | 2.1668 |
53
+ | No log | 0.1143 | 4 | 2.7747 | 0.0193 | 2.7747 | 1.6657 |
54
+ | No log | 0.1714 | 6 | 2.3346 | -0.0361 | 2.3346 | 1.5280 |
55
+ | No log | 0.2286 | 8 | 1.9314 | -0.0303 | 1.9314 | 1.3897 |
56
+ | No log | 0.2857 | 10 | 1.5747 | -0.0206 | 1.5747 | 1.2549 |
57
+ | No log | 0.3429 | 12 | 1.4501 | 0.0205 | 1.4501 | 1.2042 |
58
+ | No log | 0.4 | 14 | 1.2306 | 0.1654 | 1.2306 | 1.1093 |
59
+ | No log | 0.4571 | 16 | 1.2091 | 0.1444 | 1.2091 | 1.0996 |
60
+ | No log | 0.5143 | 18 | 1.2828 | 0.0671 | 1.2828 | 1.1326 |
61
+ | No log | 0.5714 | 20 | 1.5294 | -0.2195 | 1.5294 | 1.2367 |
62
+ | No log | 0.6286 | 22 | 1.5861 | -0.2356 | 1.5861 | 1.2594 |
63
+ | No log | 0.6857 | 24 | 1.4488 | 0.0527 | 1.4488 | 1.2037 |
64
+ | No log | 0.7429 | 26 | 1.3844 | 0.0904 | 1.3844 | 1.1766 |
65
+ | No log | 0.8 | 28 | 1.2357 | 0.1076 | 1.2357 | 1.1116 |
66
+ | No log | 0.8571 | 30 | 1.1359 | 0.1918 | 1.1359 | 1.0658 |
67
+ | No log | 0.9143 | 32 | 1.2012 | 0.1785 | 1.2012 | 1.0960 |
68
+ | No log | 0.9714 | 34 | 1.4148 | 0.0792 | 1.4148 | 1.1895 |
69
+ | No log | 1.0286 | 36 | 1.6714 | 0.0227 | 1.6714 | 1.2928 |
70
+ | No log | 1.0857 | 38 | 1.6390 | 0.0227 | 1.6390 | 1.2802 |
71
+ | No log | 1.1429 | 40 | 1.3750 | 0.0312 | 1.3750 | 1.1726 |
72
+ | No log | 1.2 | 42 | 1.2753 | 0.0600 | 1.2753 | 1.1293 |
73
+ | No log | 1.2571 | 44 | 1.2195 | 0.0711 | 1.2195 | 1.1043 |
74
+ | No log | 1.3143 | 46 | 1.1296 | 0.1482 | 1.1296 | 1.0628 |
75
+ | No log | 1.3714 | 48 | 1.1425 | 0.1144 | 1.1425 | 1.0689 |
76
+ | No log | 1.4286 | 50 | 1.2122 | 0.0599 | 1.2122 | 1.1010 |
77
+ | No log | 1.4857 | 52 | 1.2094 | 0.0374 | 1.2094 | 1.0997 |
78
+ | No log | 1.5429 | 54 | 1.4568 | -0.0644 | 1.4568 | 1.2070 |
79
+ | No log | 1.6 | 56 | 1.5407 | -0.1040 | 1.5407 | 1.2413 |
80
+ | No log | 1.6571 | 58 | 1.3716 | 0.0 | 1.3716 | 1.1712 |
81
+ | No log | 1.7143 | 60 | 1.2201 | 0.1354 | 1.2201 | 1.1046 |
82
+ | No log | 1.7714 | 62 | 1.2169 | 0.1300 | 1.2169 | 1.1031 |
83
+ | No log | 1.8286 | 64 | 1.2348 | 0.1632 | 1.2348 | 1.1112 |
84
+ | No log | 1.8857 | 66 | 1.2813 | 0.1632 | 1.2813 | 1.1319 |
85
+ | No log | 1.9429 | 68 | 1.3712 | -0.0160 | 1.3712 | 1.1710 |
86
+ | No log | 2.0 | 70 | 1.2553 | 0.0053 | 1.2553 | 1.1204 |
87
+ | No log | 2.0571 | 72 | 1.2922 | -0.0117 | 1.2922 | 1.1368 |
88
+ | No log | 2.1143 | 74 | 1.4067 | 0.0685 | 1.4067 | 1.1860 |
89
+ | No log | 2.1714 | 76 | 1.4763 | 0.0168 | 1.4763 | 1.2150 |
90
+ | No log | 2.2286 | 78 | 1.4876 | 0.0526 | 1.4876 | 1.2197 |
91
+ | No log | 2.2857 | 80 | 1.6282 | -0.0571 | 1.6282 | 1.2760 |
92
+ | No log | 2.3429 | 82 | 1.5885 | -0.0646 | 1.5885 | 1.2603 |
93
+ | No log | 2.4 | 84 | 1.6067 | -0.0227 | 1.6067 | 1.2676 |
94
+ | No log | 2.4571 | 86 | 1.4957 | 0.2122 | 1.4957 | 1.2230 |
95
+ | No log | 2.5143 | 88 | 1.3122 | 0.1345 | 1.3122 | 1.1455 |
96
+ | No log | 2.5714 | 90 | 1.5074 | 0.0433 | 1.5074 | 1.2278 |
97
+ | No log | 2.6286 | 92 | 1.6679 | -0.0488 | 1.6679 | 1.2915 |
98
+ | No log | 2.6857 | 94 | 1.5845 | -0.0528 | 1.5845 | 1.2588 |
99
+ | No log | 2.7429 | 96 | 1.3449 | 0.0427 | 1.3449 | 1.1597 |
100
+ | No log | 2.8 | 98 | 1.0866 | 0.2076 | 1.0866 | 1.0424 |
101
+ | No log | 2.8571 | 100 | 1.0741 | 0.2470 | 1.0741 | 1.0364 |
102
+ | No log | 2.9143 | 102 | 1.2973 | 0.1554 | 1.2973 | 1.1390 |
103
+ | No log | 2.9714 | 104 | 1.6192 | -0.0291 | 1.6192 | 1.2725 |
104
+ | No log | 3.0286 | 106 | 1.7435 | -0.0488 | 1.7435 | 1.3204 |
105
+ | No log | 3.0857 | 108 | 1.7110 | -0.0157 | 1.7110 | 1.3080 |
106
+ | No log | 3.1429 | 110 | 1.4961 | 0.1568 | 1.4961 | 1.2231 |
107
+ | No log | 3.2 | 112 | 1.3309 | 0.1708 | 1.3309 | 1.1536 |
108
+ | No log | 3.2571 | 114 | 1.2133 | 0.2141 | 1.2133 | 1.1015 |
109
+ | No log | 3.3143 | 116 | 1.3368 | 0.1554 | 1.3368 | 1.1562 |
110
+ | No log | 3.3714 | 118 | 1.5253 | 0.1135 | 1.5253 | 1.2350 |
111
+ | No log | 3.4286 | 120 | 1.5819 | 0.0572 | 1.5819 | 1.2578 |
112
+ | No log | 3.4857 | 122 | 1.6430 | 0.0724 | 1.6430 | 1.2818 |
113
+ | No log | 3.5429 | 124 | 1.6355 | 0.1283 | 1.6355 | 1.2788 |
114
+ | No log | 3.6 | 126 | 1.5135 | 0.0830 | 1.5135 | 1.2302 |
115
+ | No log | 3.6571 | 128 | 1.4573 | 0.0822 | 1.4573 | 1.2072 |
116
+ | No log | 3.7143 | 130 | 1.5546 | 0.0 | 1.5546 | 1.2468 |
117
+ | No log | 3.7714 | 132 | 1.6769 | -0.0221 | 1.6769 | 1.2949 |
118
+ | No log | 3.8286 | 134 | 1.8084 | -0.0643 | 1.8084 | 1.3448 |
119
+ | No log | 3.8857 | 136 | 1.9048 | -0.0804 | 1.9048 | 1.3802 |
120
+ | No log | 3.9429 | 138 | 1.9535 | 0.0741 | 1.9535 | 1.3977 |
121
+ | No log | 4.0 | 140 | 1.9312 | 0.1453 | 1.9312 | 1.3897 |
122
+ | No log | 4.0571 | 142 | 2.0128 | 0.1790 | 2.0128 | 1.4187 |
123
+ | No log | 4.1143 | 144 | 2.0142 | 0.1999 | 2.0142 | 1.4192 |
124
+ | No log | 4.1714 | 146 | 1.8442 | 0.1914 | 1.8442 | 1.3580 |
125
+ | No log | 4.2286 | 148 | 1.5303 | 0.1395 | 1.5303 | 1.2371 |
126
+ | No log | 4.2857 | 150 | 1.3842 | 0.1219 | 1.3842 | 1.1765 |
127
+ | No log | 4.3429 | 152 | 1.4529 | 0.1219 | 1.4529 | 1.2053 |
128
+ | No log | 4.4 | 154 | 1.5543 | 0.0884 | 1.5543 | 1.2467 |
129
+ | No log | 4.4571 | 156 | 1.4897 | 0.2964 | 1.4897 | 1.2205 |
130
+ | No log | 4.5143 | 158 | 1.3582 | 0.2731 | 1.3582 | 1.1654 |
131
+ | No log | 4.5714 | 160 | 1.2618 | 0.3003 | 1.2618 | 1.1233 |
132
+ | No log | 4.6286 | 162 | 1.3298 | 0.1703 | 1.3298 | 1.1532 |
133
+ | No log | 4.6857 | 164 | 1.4418 | 0.0750 | 1.4418 | 1.2007 |
134
+ | No log | 4.7429 | 166 | 1.6252 | 0.0501 | 1.6252 | 1.2748 |
135
+ | No log | 4.8 | 168 | 1.8259 | 0.0212 | 1.8259 | 1.3513 |
136
+ | No log | 4.8571 | 170 | 1.9441 | 0.0632 | 1.9441 | 1.3943 |
137
+ | No log | 4.9143 | 172 | 1.7338 | 0.2691 | 1.7338 | 1.3168 |
138
+ | No log | 4.9714 | 174 | 1.3642 | 0.1980 | 1.3642 | 1.1680 |
139
+ | No log | 5.0286 | 176 | 1.1763 | 0.1345 | 1.1763 | 1.0846 |
140
+ | No log | 5.0857 | 178 | 1.1281 | 0.1662 | 1.1281 | 1.0621 |
141
+ | No log | 5.1429 | 180 | 1.1207 | 0.1504 | 1.1207 | 1.0586 |
142
+ | No log | 5.2 | 182 | 1.1578 | 0.1159 | 1.1578 | 1.0760 |
143
+ | No log | 5.2571 | 184 | 1.3252 | 0.2676 | 1.3252 | 1.1512 |
144
+ | No log | 5.3143 | 186 | 1.5036 | 0.2713 | 1.5036 | 1.2262 |
145
+ | No log | 5.3714 | 188 | 1.6332 | 0.2540 | 1.6332 | 1.2780 |
146
+ | No log | 5.4286 | 190 | 1.6430 | 0.1918 | 1.6430 | 1.2818 |
147
+ | No log | 5.4857 | 192 | 1.4928 | 0.1224 | 1.4928 | 1.2218 |
148
+ | No log | 5.5429 | 194 | 1.4245 | 0.1098 | 1.4244 | 1.1935 |
149
+ | No log | 5.6 | 196 | 1.3466 | 0.1283 | 1.3466 | 1.1604 |
150
+ | No log | 5.6571 | 198 | 1.2767 | 0.1188 | 1.2767 | 1.1299 |
151
+ | No log | 5.7143 | 200 | 1.3477 | 0.1461 | 1.3477 | 1.1609 |
152
+ | No log | 5.7714 | 202 | 1.5230 | 0.0884 | 1.5230 | 1.2341 |
153
+ | No log | 5.8286 | 204 | 1.5579 | 0.0512 | 1.5579 | 1.2482 |
154
+ | No log | 5.8857 | 206 | 1.4394 | 0.0920 | 1.4394 | 1.1998 |
155
+ | No log | 5.9429 | 208 | 1.2683 | 0.1608 | 1.2683 | 1.1262 |
156
+ | No log | 6.0 | 210 | 1.1259 | 0.25 | 1.1259 | 1.0611 |
157
+ | No log | 6.0571 | 212 | 1.2481 | 0.1692 | 1.2481 | 1.1172 |
158
+ | No log | 6.1143 | 214 | 1.4083 | 0.1224 | 1.4083 | 1.1867 |
159
+ | No log | 6.1714 | 216 | 1.5404 | 0.1124 | 1.5404 | 1.2411 |
160
+ | No log | 6.2286 | 218 | 1.5146 | 0.1639 | 1.5146 | 1.2307 |
161
+ | No log | 6.2857 | 220 | 1.3468 | 0.2604 | 1.3468 | 1.1605 |
162
+ | No log | 6.3429 | 222 | 1.2163 | 0.1554 | 1.2163 | 1.1029 |
163
+ | No log | 6.4 | 224 | 1.2507 | 0.1404 | 1.2507 | 1.1184 |
164
+ | No log | 6.4571 | 226 | 1.2359 | 0.1122 | 1.2359 | 1.1117 |
165
+ | No log | 6.5143 | 228 | 1.2216 | 0.1122 | 1.2216 | 1.1053 |
166
+ | No log | 6.5714 | 230 | 1.1308 | 0.1282 | 1.1308 | 1.0634 |
167
+ | No log | 6.6286 | 232 | 1.2506 | 0.1404 | 1.2506 | 1.1183 |
168
+ | No log | 6.6857 | 234 | 1.6407 | 0.2132 | 1.6407 | 1.2809 |
169
+ | No log | 6.7429 | 236 | 1.9032 | 0.2197 | 1.9032 | 1.3796 |
170
+ | No log | 6.8 | 238 | 1.8301 | 0.1672 | 1.8301 | 1.3528 |
171
+ | No log | 6.8571 | 240 | 1.6147 | 0.1232 | 1.6147 | 1.2707 |
172
+ | No log | 6.9143 | 242 | 1.2123 | 0.2000 | 1.2123 | 1.1010 |
173
+ | No log | 6.9714 | 244 | 0.9853 | 0.3270 | 0.9853 | 0.9926 |
174
+ | No log | 7.0286 | 246 | 0.9583 | 0.2995 | 0.9583 | 0.9789 |
175
+ | No log | 7.0857 | 248 | 1.1546 | 0.2617 | 1.1546 | 1.0745 |
176
+ | No log | 7.1429 | 250 | 1.3681 | 0.1440 | 1.3681 | 1.1697 |
177
+ | No log | 7.2 | 252 | 1.4914 | 0.0987 | 1.4914 | 1.2212 |
178
+ | No log | 7.2571 | 254 | 1.6923 | 0.2120 | 1.6923 | 1.3009 |
179
+ | No log | 7.3143 | 256 | 1.7566 | 0.2481 | 1.7566 | 1.3253 |
180
+ | No log | 7.3714 | 258 | 1.6772 | 0.2293 | 1.6772 | 1.2951 |
181
+ | No log | 7.4286 | 260 | 1.4941 | 0.0851 | 1.4941 | 1.2223 |
182
+ | No log | 7.4857 | 262 | 1.3503 | 0.0541 | 1.3503 | 1.1620 |
183
+ | No log | 7.5429 | 264 | 1.2727 | 0.0454 | 1.2727 | 1.1281 |
184
+ | No log | 7.6 | 266 | 1.2893 | 0.0454 | 1.2893 | 1.1355 |
185
+ | No log | 7.6571 | 268 | 1.3990 | 0.0526 | 1.3990 | 1.1828 |
186
+ | No log | 7.7143 | 270 | 1.5934 | 0.1395 | 1.5934 | 1.2623 |
187
+ | No log | 7.7714 | 272 | 1.7369 | 0.2595 | 1.7369 | 1.3179 |
188
+ | No log | 7.8286 | 274 | 1.7918 | 0.2469 | 1.7918 | 1.3386 |
189
+ | No log | 7.8857 | 276 | 1.6981 | 0.2588 | 1.6981 | 1.3031 |
190
+ | No log | 7.9429 | 278 | 1.5143 | 0.2826 | 1.5143 | 1.2306 |
191
+ | No log | 8.0 | 280 | 1.4965 | 0.2378 | 1.4965 | 1.2233 |
192
+ | No log | 8.0571 | 282 | 1.5303 | 0.2424 | 1.5303 | 1.2370 |
193
+ | No log | 8.1143 | 284 | 1.6422 | 0.2542 | 1.6422 | 1.2815 |
194
+ | No log | 8.1714 | 286 | 1.7889 | 0.1745 | 1.7889 | 1.3375 |
195
+ | No log | 8.2286 | 288 | 1.9721 | 0.2150 | 1.9721 | 1.4043 |
196
+ | No log | 8.2857 | 290 | 2.0066 | 0.2150 | 2.0066 | 1.4165 |
197
+ | No log | 8.3429 | 292 | 1.8017 | 0.2493 | 1.8017 | 1.3423 |
198
+ | No log | 8.4 | 294 | 1.5589 | 0.1068 | 1.5589 | 1.2486 |
199
+ | No log | 8.4571 | 296 | 1.4256 | 0.0273 | 1.4256 | 1.1940 |
200
+ | No log | 8.5143 | 298 | 1.4263 | -0.0169 | 1.4263 | 1.1943 |
201
+ | No log | 8.5714 | 300 | 1.4853 | 0.0273 | 1.4853 | 1.2187 |
202
+ | No log | 8.6286 | 302 | 1.6187 | 0.0501 | 1.6187 | 1.2723 |
203
+ | No log | 8.6857 | 304 | 1.7863 | 0.0959 | 1.7863 | 1.3365 |
204
+ | No log | 8.7429 | 306 | 1.8692 | 0.1672 | 1.8692 | 1.3672 |
205
+ | No log | 8.8 | 308 | 1.7728 | 0.1634 | 1.7728 | 1.3315 |
206
+ | No log | 8.8571 | 310 | 1.6921 | 0.1960 | 1.6921 | 1.3008 |
207
+ | No log | 8.9143 | 312 | 1.5725 | 0.1395 | 1.5725 | 1.2540 |
208
+ | No log | 8.9714 | 314 | 1.4428 | 0.1051 | 1.4428 | 1.2011 |
209
+ | No log | 9.0286 | 316 | 1.2991 | 0.0454 | 1.2991 | 1.1398 |
210
+ | No log | 9.0857 | 318 | 1.2697 | 0.0811 | 1.2697 | 1.1268 |
211
+ | No log | 9.1429 | 320 | 1.3744 | 0.0678 | 1.3744 | 1.1724 |
212
+ | No log | 9.2 | 322 | 1.5665 | 0.1447 | 1.5665 | 1.2516 |
213
+ | No log | 9.2571 | 324 | 1.8341 | 0.1416 | 1.8341 | 1.3543 |
214
+ | No log | 9.3143 | 326 | 2.1319 | 0.1729 | 2.1319 | 1.4601 |
215
+ | No log | 9.3714 | 328 | 2.2272 | 0.1282 | 2.2272 | 1.4924 |
216
+ | No log | 9.4286 | 330 | 2.1415 | 0.1790 | 2.1415 | 1.4634 |
217
+ | No log | 9.4857 | 332 | 1.8234 | 0.2834 | 1.8234 | 1.3503 |
218
+ | No log | 9.5429 | 334 | 1.4334 | 0.1960 | 1.4334 | 1.1972 |
219
+ | No log | 9.6 | 336 | 1.1565 | 0.2475 | 1.1565 | 1.0754 |
220
+ | No log | 9.6571 | 338 | 1.0916 | 0.2721 | 1.0916 | 1.0448 |
221
+ | No log | 9.7143 | 340 | 1.1918 | 0.1344 | 1.1918 | 1.0917 |
222
+ | No log | 9.7714 | 342 | 1.3175 | 0.0584 | 1.3175 | 1.1478 |
223
+ | No log | 9.8286 | 344 | 1.3892 | 0.0334 | 1.3892 | 1.1786 |
224
+ | No log | 9.8857 | 346 | 1.5302 | 0.1310 | 1.5302 | 1.2370 |
225
+ | No log | 9.9429 | 348 | 1.7154 | 0.2435 | 1.7154 | 1.3097 |
226
+ | No log | 10.0 | 350 | 1.6923 | 0.1953 | 1.6923 | 1.3009 |
227
+ | No log | 10.0571 | 352 | 1.5692 | 0.1736 | 1.5692 | 1.2527 |
228
+ | No log | 10.1143 | 354 | 1.5435 | 0.1997 | 1.5435 | 1.2424 |
229
+ | No log | 10.1714 | 356 | 1.3884 | 0.1461 | 1.3884 | 1.1783 |
230
+ | No log | 10.2286 | 358 | 1.3657 | 0.1646 | 1.3657 | 1.1686 |
231
+ | No log | 10.2857 | 360 | 1.3894 | 0.1646 | 1.3894 | 1.1787 |
232
+ | No log | 10.3429 | 362 | 1.4541 | 0.1196 | 1.4541 | 1.2059 |
233
+ | No log | 10.4 | 364 | 1.4761 | 0.1135 | 1.4761 | 1.2150 |
234
+ | No log | 10.4571 | 366 | 1.4929 | 0.1481 | 1.4929 | 1.2218 |
235
+ | No log | 10.5143 | 368 | 1.5402 | 0.1498 | 1.5402 | 1.2411 |
236
+ | No log | 10.5714 | 370 | 1.5080 | 0.1547 | 1.5080 | 1.2280 |
237
+ | No log | 10.6286 | 372 | 1.3325 | 0.1891 | 1.3325 | 1.1543 |
238
+ | No log | 10.6857 | 374 | 1.2169 | 0.2090 | 1.2169 | 1.1032 |
239
+ | No log | 10.7429 | 376 | 1.3158 | 0.2163 | 1.3158 | 1.1471 |
240
+ | No log | 10.8 | 378 | 1.4932 | 0.1683 | 1.4932 | 1.2220 |
241
+ | No log | 10.8571 | 380 | 1.5600 | 0.1843 | 1.5600 | 1.2490 |
242
+ | No log | 10.9143 | 382 | 1.5378 | 0.1283 | 1.5378 | 1.2401 |
243
+ | No log | 10.9714 | 384 | 1.4852 | 0.1621 | 1.4852 | 1.2187 |
244
+ | No log | 11.0286 | 386 | 1.4779 | 0.1621 | 1.4779 | 1.2157 |
245
+ | No log | 11.0857 | 388 | 1.5552 | 0.1547 | 1.5552 | 1.2471 |
246
+ | No log | 11.1429 | 390 | 1.7057 | 0.2032 | 1.7057 | 1.3060 |
247
+ | No log | 11.2 | 392 | 1.8334 | 0.2540 | 1.8334 | 1.3540 |
248
+ | No log | 11.2571 | 394 | 1.8260 | 0.2019 | 1.8260 | 1.3513 |
249
+ | No log | 11.3143 | 396 | 1.6583 | 0.1843 | 1.6583 | 1.2878 |
250
+ | No log | 11.3714 | 398 | 1.4554 | 0.1283 | 1.4554 | 1.2064 |
251
+ | No log | 11.4286 | 400 | 1.3715 | 0.1991 | 1.3715 | 1.1711 |
252
+ | No log | 11.4857 | 402 | 1.3611 | 0.1840 | 1.3611 | 1.1667 |
253
+ | No log | 11.5429 | 404 | 1.3567 | 0.1840 | 1.3567 | 1.1648 |
254
+ | No log | 11.6 | 406 | 1.4054 | 0.2252 | 1.4054 | 1.1855 |
255
+ | No log | 11.6571 | 408 | 1.4409 | 0.1667 | 1.4409 | 1.2004 |
256
+ | No log | 11.7143 | 410 | 1.4481 | 0.1667 | 1.4481 | 1.2034 |
257
+ | No log | 11.7714 | 412 | 1.5404 | 0.1929 | 1.5404 | 1.2411 |
258
+ | No log | 11.8286 | 414 | 1.5794 | 0.1970 | 1.5794 | 1.2567 |
259
+ | No log | 11.8857 | 416 | 1.5856 | 0.1970 | 1.5856 | 1.2592 |
260
+ | No log | 11.9429 | 418 | 1.5567 | 0.1970 | 1.5567 | 1.2477 |
261
+ | No log | 12.0 | 420 | 1.5866 | 0.2217 | 1.5866 | 1.2596 |
262
+ | No log | 12.0571 | 422 | 1.6270 | 0.2455 | 1.6270 | 1.2756 |
263
+ | No log | 12.1143 | 424 | 1.6748 | 0.2285 | 1.6748 | 1.2941 |
264
+ | No log | 12.1714 | 426 | 1.6650 | 0.1594 | 1.6650 | 1.2903 |
265
+ | No log | 12.2286 | 428 | 1.6645 | 0.1594 | 1.6645 | 1.2901 |
266
+ | No log | 12.2857 | 430 | 1.6804 | 0.1639 | 1.6804 | 1.2963 |
267
+ | No log | 12.3429 | 432 | 1.6595 | 0.1767 | 1.6595 | 1.2882 |
268
+ | No log | 12.4 | 434 | 1.6140 | 0.2514 | 1.6140 | 1.2704 |
269
+ | No log | 12.4571 | 436 | 1.6612 | 0.2408 | 1.6612 | 1.2889 |
270
+ | No log | 12.5143 | 438 | 1.7176 | 0.2585 | 1.7176 | 1.3106 |
271
+ | No log | 12.5714 | 440 | 1.7460 | 0.2408 | 1.7460 | 1.3213 |
272
+ | No log | 12.6286 | 442 | 1.7136 | 0.2381 | 1.7136 | 1.3091 |
273
+ | No log | 12.6857 | 444 | 1.5861 | 0.1882 | 1.5861 | 1.2594 |
274
+ | No log | 12.7429 | 446 | 1.4499 | 0.1646 | 1.4499 | 1.2041 |
275
+ | No log | 12.8 | 448 | 1.3130 | 0.1219 | 1.3130 | 1.1459 |
276
+ | No log | 12.8571 | 450 | 1.2694 | 0.1219 | 1.2694 | 1.1267 |
277
+ | No log | 12.9143 | 452 | 1.2784 | 0.1219 | 1.2784 | 1.1307 |
278
+ | No log | 12.9714 | 454 | 1.3066 | 0.1219 | 1.3066 | 1.1430 |
279
+ | No log | 13.0286 | 456 | 1.2517 | 0.1219 | 1.2517 | 1.1188 |
280
+ | No log | 13.0857 | 458 | 1.2991 | 0.1345 | 1.2991 | 1.1398 |
281
+ | No log | 13.1429 | 460 | 1.3698 | 0.0750 | 1.3698 | 1.1704 |
282
+ | No log | 13.2 | 462 | 1.3691 | 0.0750 | 1.3691 | 1.1701 |
283
+ | No log | 13.2571 | 464 | 1.3115 | 0.1219 | 1.3115 | 1.1452 |
284
+ | No log | 13.3143 | 466 | 1.2731 | 0.1219 | 1.2731 | 1.1283 |
285
+ | No log | 13.3714 | 468 | 1.2361 | 0.0887 | 1.2361 | 1.1118 |
286
+ | No log | 13.4286 | 470 | 1.2888 | 0.0887 | 1.2888 | 1.1353 |
287
+ | No log | 13.4857 | 472 | 1.3652 | 0.1345 | 1.3652 | 1.1684 |
288
+ | No log | 13.5429 | 474 | 1.3640 | 0.1162 | 1.3640 | 1.1679 |
289
+ | No log | 13.6 | 476 | 1.2768 | 0.1162 | 1.2768 | 1.1299 |
290
+ | No log | 13.6571 | 478 | 1.2038 | 0.1692 | 1.2038 | 1.0972 |
291
+ | No log | 13.7143 | 480 | 1.1856 | 0.1846 | 1.1856 | 1.0889 |
292
+ | No log | 13.7714 | 482 | 1.2320 | 0.1991 | 1.2320 | 1.1099 |
293
+ | No log | 13.8286 | 484 | 1.3223 | 0.1340 | 1.3223 | 1.1499 |
294
+ | No log | 13.8857 | 486 | 1.4468 | 0.2217 | 1.4468 | 1.2028 |
295
+ | No log | 13.9429 | 488 | 1.5462 | 0.2514 | 1.5462 | 1.2435 |
296
+ | No log | 14.0 | 490 | 1.6076 | 0.3173 | 1.6076 | 1.2679 |
297
+ | No log | 14.0571 | 492 | 1.5913 | 0.3189 | 1.5913 | 1.2615 |
298
+ | No log | 14.1143 | 494 | 1.4887 | 0.2685 | 1.4887 | 1.2201 |
299
+ | No log | 14.1714 | 496 | 1.4433 | 0.2181 | 1.4433 | 1.2014 |
300
+ | No log | 14.2286 | 498 | 1.4504 | 0.2285 | 1.4504 | 1.2043 |
301
+ | 0.3681 | 14.2857 | 500 | 1.4852 | 0.2514 | 1.4852 | 1.2187 |
302
+ | 0.3681 | 14.3429 | 502 | 1.5057 | 0.3140 | 1.5057 | 1.2271 |
303
+ | 0.3681 | 14.4 | 504 | 1.5917 | 0.2857 | 1.5917 | 1.2616 |
304
+ | 0.3681 | 14.4571 | 506 | 1.5832 | 0.2857 | 1.5832 | 1.2583 |
305
+ | 0.3681 | 14.5143 | 508 | 1.5151 | 0.2047 | 1.5151 | 1.2309 |
306
+ | 0.3681 | 14.5714 | 510 | 1.3823 | 0.1886 | 1.3823 | 1.1757 |
307
+ | 0.3681 | 14.6286 | 512 | 1.3346 | 0.1568 | 1.3346 | 1.1552 |
308
+ | 0.3681 | 14.6857 | 514 | 1.3326 | 0.1796 | 1.3326 | 1.1544 |
309
+ | 0.3681 | 14.7429 | 516 | 1.3805 | 0.2020 | 1.3805 | 1.1749 |
 
 
 
 
 
 
 
 
310
 
311
 
312
  ### Framework versions