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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k14_task5_organization

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bert
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  1. README.md +273 -271
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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_k13_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k13_task5_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.3018
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- - Qwk: 0.0510
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- - Mse: 1.3018
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- - Rmse: 1.1410
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  ## Model description
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@@ -49,271 +49,273 @@ 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 | 4.2210 | -0.0230 | 4.2210 | 2.0545 |
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- | No log | 0.1290 | 4 | 2.7231 | -0.0397 | 2.7231 | 1.6502 |
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- | No log | 0.1935 | 6 | 2.2480 | -0.0189 | 2.2480 | 1.4993 |
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- | No log | 0.2581 | 8 | 1.6561 | -0.0144 | 1.6561 | 1.2869 |
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- | No log | 0.3226 | 10 | 1.4944 | 0.0 | 1.4944 | 1.2225 |
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- | No log | 0.3871 | 12 | 1.3455 | 0.0 | 1.3455 | 1.1600 |
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- | No log | 0.4516 | 14 | 1.1805 | 0.2260 | 1.1805 | 1.0865 |
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- | No log | 0.5161 | 16 | 1.1394 | 0.2376 | 1.1394 | 1.0674 |
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- | No log | 0.5806 | 18 | 1.2602 | 0.0704 | 1.2602 | 1.1226 |
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- | No log | 0.6452 | 20 | 1.4082 | 0.0775 | 1.4082 | 1.1867 |
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- | No log | 0.7097 | 22 | 1.4930 | 0.0827 | 1.4930 | 1.2219 |
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- | No log | 0.7742 | 24 | 1.2513 | 0.1750 | 1.2513 | 1.1186 |
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- | No log | 0.8387 | 26 | 1.0086 | 0.2473 | 1.0086 | 1.0043 |
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- | No log | 0.9032 | 28 | 1.0869 | 0.2441 | 1.0869 | 1.0426 |
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- | No log | 0.9677 | 30 | 1.1338 | 0.1671 | 1.1338 | 1.0648 |
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- | No log | 1.0323 | 32 | 1.1088 | 0.2541 | 1.1088 | 1.0530 |
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- | No log | 1.0968 | 34 | 1.0692 | 0.1561 | 1.0692 | 1.0340 |
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- | No log | 1.1613 | 36 | 1.0331 | 0.1837 | 1.0331 | 1.0164 |
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- | No log | 1.2258 | 38 | 1.0105 | 0.2619 | 1.0105 | 1.0052 |
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- | No log | 1.2903 | 40 | 1.0009 | 0.2473 | 1.0009 | 1.0004 |
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- | No log | 1.3548 | 42 | 1.0070 | 0.2288 | 1.0070 | 1.0035 |
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- | No log | 1.4194 | 44 | 1.0316 | 0.1671 | 1.0316 | 1.0157 |
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- | No log | 1.4839 | 46 | 1.0027 | 0.2161 | 1.0027 | 1.0014 |
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- | No log | 1.5484 | 48 | 0.9805 | 0.3071 | 0.9805 | 0.9902 |
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- | No log | 1.6129 | 50 | 0.9788 | 0.2935 | 0.9788 | 0.9893 |
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- | No log | 1.6774 | 52 | 0.9671 | 0.2515 | 0.9671 | 0.9834 |
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- | No log | 1.7419 | 54 | 1.0036 | 0.2897 | 1.0036 | 1.0018 |
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- | No log | 1.8065 | 56 | 1.0507 | 0.2667 | 1.0507 | 1.0250 |
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- | No log | 1.8710 | 58 | 1.0883 | 0.2692 | 1.0883 | 1.0432 |
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- | No log | 1.9355 | 60 | 1.0889 | 0.2366 | 1.0889 | 1.0435 |
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- | No log | 2.0 | 62 | 1.0779 | 0.2711 | 1.0779 | 1.0382 |
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- | No log | 2.0645 | 64 | 1.0383 | 0.3396 | 1.0383 | 1.0190 |
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- | No log | 2.1290 | 66 | 0.9608 | 0.2764 | 0.9608 | 0.9802 |
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- | No log | 2.1935 | 68 | 1.0137 | 0.1418 | 1.0137 | 1.0068 |
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- | No log | 2.2581 | 70 | 1.0547 | 0.1233 | 1.0547 | 1.0270 |
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- | No log | 2.3226 | 72 | 1.0767 | 0.1233 | 1.0767 | 1.0376 |
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- | No log | 2.3871 | 74 | 1.0520 | 0.1233 | 1.0520 | 1.0257 |
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- | No log | 2.4516 | 76 | 0.9308 | 0.1011 | 0.9308 | 0.9648 |
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- | No log | 2.5161 | 78 | 0.9180 | 0.2077 | 0.9180 | 0.9581 |
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- | No log | 2.5806 | 80 | 1.0677 | 0.1233 | 1.0677 | 1.0333 |
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- | No log | 2.6452 | 82 | 1.1382 | 0.1598 | 1.1382 | 1.0669 |
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- | No log | 2.7097 | 84 | 1.2463 | 0.0841 | 1.2463 | 1.1164 |
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- | No log | 2.7742 | 86 | 1.2123 | 0.2704 | 1.2123 | 1.1010 |
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- | No log | 2.8387 | 88 | 0.9649 | 0.2651 | 0.9649 | 0.9823 |
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- | No log | 2.9032 | 90 | 0.8997 | 0.2965 | 0.8997 | 0.9485 |
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- | No log | 2.9677 | 92 | 0.9151 | 0.3214 | 0.9151 | 0.9566 |
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- | No log | 3.0323 | 94 | 1.1021 | 0.275 | 1.1021 | 1.0498 |
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- | No log | 3.0968 | 96 | 1.3784 | 0.3199 | 1.3784 | 1.1740 |
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- | No log | 3.1613 | 98 | 1.3169 | 0.2640 | 1.3169 | 1.1476 |
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- | No log | 3.2258 | 100 | 1.0286 | 0.2981 | 1.0286 | 1.0142 |
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- | No log | 3.2903 | 102 | 0.9191 | 0.2698 | 0.9191 | 0.9587 |
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- | No log | 3.3548 | 104 | 0.9854 | 0.2037 | 0.9854 | 0.9927 |
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- | No log | 3.4194 | 106 | 1.2865 | 0.3346 | 1.2865 | 1.1343 |
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- | No log | 3.4839 | 108 | 1.5374 | 0.2431 | 1.5374 | 1.2399 |
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- | No log | 3.5484 | 110 | 1.6258 | 0.1752 | 1.6258 | 1.2751 |
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- | No log | 3.6129 | 112 | 1.4725 | 0.2290 | 1.4724 | 1.2134 |
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- | No log | 3.6774 | 114 | 1.1945 | 0.3280 | 1.1945 | 1.0929 |
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- | No log | 3.7419 | 116 | 1.0826 | 0.2417 | 1.0826 | 1.0405 |
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- | No log | 3.8065 | 118 | 1.1099 | 0.2227 | 1.1099 | 1.0535 |
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- | No log | 3.8710 | 120 | 1.1567 | 0.1316 | 1.1567 | 1.0755 |
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- | No log | 3.9355 | 122 | 1.2579 | 0.1654 | 1.2579 | 1.1216 |
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- | No log | 4.0 | 124 | 1.3383 | 0.2730 | 1.3383 | 1.1568 |
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- | No log | 4.0645 | 126 | 1.3133 | 0.3261 | 1.3133 | 1.1460 |
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- | No log | 4.1290 | 128 | 1.3525 | 0.3291 | 1.3525 | 1.1630 |
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- | No log | 4.1935 | 130 | 1.4797 | 0.3037 | 1.4797 | 1.2164 |
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- | No log | 4.2581 | 132 | 1.5319 | 0.2672 | 1.5319 | 1.2377 |
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- | No log | 4.3226 | 134 | 1.5043 | 0.2730 | 1.5043 | 1.2265 |
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- | No log | 4.3871 | 136 | 1.3593 | 0.2284 | 1.3593 | 1.1659 |
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- | No log | 4.4516 | 138 | 1.1390 | 0.1203 | 1.1390 | 1.0672 |
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- | No log | 4.5161 | 140 | 0.9942 | 0.1629 | 0.9942 | 0.9971 |
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- | No log | 4.5806 | 142 | 0.9744 | 0.2035 | 0.9744 | 0.9871 |
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- | No log | 4.6452 | 144 | 1.0509 | 0.1954 | 1.0509 | 1.0251 |
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- | No log | 4.7097 | 146 | 1.1108 | 0.1998 | 1.1108 | 1.0539 |
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- | No log | 4.7742 | 148 | 1.1772 | 0.0888 | 1.1772 | 1.0850 |
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- | No log | 4.8387 | 150 | 1.1280 | 0.0888 | 1.1280 | 1.0621 |
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- | No log | 4.9032 | 152 | 1.1795 | 0.2284 | 1.1795 | 1.0861 |
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- | No log | 4.9677 | 154 | 1.3352 | 0.3107 | 1.3352 | 1.1555 |
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- | No log | 5.0323 | 156 | 1.4604 | 0.3172 | 1.4604 | 1.2085 |
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- | No log | 5.0968 | 158 | 1.5755 | 0.2809 | 1.5755 | 1.2552 |
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- | No log | 5.1613 | 160 | 1.5220 | 0.2771 | 1.5220 | 1.2337 |
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- | No log | 5.2258 | 162 | 1.3070 | 0.3231 | 1.3070 | 1.1432 |
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- | No log | 5.2903 | 164 | 1.1760 | 0.2964 | 1.1760 | 1.0844 |
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- | No log | 5.3548 | 166 | 1.2156 | 0.3231 | 1.2156 | 1.1026 |
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- | No log | 5.4194 | 168 | 1.3726 | 0.3261 | 1.3726 | 1.1716 |
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- | No log | 5.4839 | 170 | 1.5667 | 0.2474 | 1.5667 | 1.2517 |
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- | No log | 5.5484 | 172 | 1.4775 | 0.3135 | 1.4775 | 1.2155 |
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- | No log | 5.6129 | 174 | 1.3519 | 0.3199 | 1.3519 | 1.1627 |
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- | No log | 5.6774 | 176 | 1.3612 | 0.2926 | 1.3612 | 1.1667 |
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- | No log | 5.7419 | 178 | 1.2751 | 0.2341 | 1.2751 | 1.1292 |
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- | No log | 5.8065 | 180 | 1.2108 | 0.2167 | 1.2108 | 1.1003 |
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- | No log | 5.8710 | 182 | 1.1905 | 0.2341 | 1.1905 | 1.0911 |
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- | No log | 5.9355 | 184 | 1.3108 | 0.3711 | 1.3108 | 1.1449 |
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- | No log | 6.0 | 186 | 1.3507 | 0.3511 | 1.3507 | 1.1622 |
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- | No log | 6.0645 | 188 | 1.2771 | 0.3711 | 1.2771 | 1.1301 |
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- | No log | 6.1290 | 190 | 1.1379 | 0.3936 | 1.1379 | 1.0667 |
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- | No log | 6.1935 | 192 | 1.0550 | 0.3686 | 1.0550 | 1.0271 |
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- | No log | 6.2581 | 194 | 1.1847 | 0.3584 | 1.1847 | 1.0884 |
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- | No log | 6.3226 | 196 | 1.2205 | 0.3831 | 1.2205 | 1.1048 |
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- | No log | 6.3871 | 198 | 1.2708 | 0.3511 | 1.2708 | 1.1273 |
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- | No log | 6.4516 | 200 | 1.1286 | 0.3056 | 1.1286 | 1.0624 |
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- | No log | 6.5161 | 202 | 0.9351 | 0.2535 | 0.9351 | 0.9670 |
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- | No log | 6.5806 | 204 | 0.9492 | 0.2213 | 0.9492 | 0.9743 |
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- | No log | 6.6452 | 206 | 1.0402 | 0.1842 | 1.0402 | 1.0199 |
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- | No log | 6.7097 | 208 | 1.1824 | 0.2926 | 1.1824 | 1.0874 |
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- | No log | 6.7742 | 210 | 1.1542 | 0.3199 | 1.1542 | 1.0743 |
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- | No log | 6.8387 | 212 | 1.0809 | 0.3686 | 1.0809 | 1.0396 |
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- | No log | 6.9032 | 214 | 1.2444 | 0.4056 | 1.2444 | 1.1155 |
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- | No log | 6.9677 | 216 | 1.4306 | 0.2431 | 1.4306 | 1.1961 |
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- | No log | 7.0323 | 218 | 1.4161 | 0.2431 | 1.4161 | 1.1900 |
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- | No log | 7.0968 | 220 | 1.2018 | 0.4056 | 1.2018 | 1.0963 |
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- | No log | 7.1613 | 222 | 1.1614 | 0.4056 | 1.1614 | 1.0777 |
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- | No log | 7.2258 | 224 | 1.2474 | 0.2614 | 1.2474 | 1.1169 |
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- | No log | 7.2903 | 226 | 1.3485 | 0.1110 | 1.3485 | 1.1612 |
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- | No log | 7.3548 | 228 | 1.3508 | 0.1259 | 1.3508 | 1.1622 |
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- | No log | 7.4194 | 230 | 1.2150 | 0.3263 | 1.2150 | 1.1023 |
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- | No log | 7.4839 | 232 | 1.1657 | 0.3295 | 1.1657 | 1.0797 |
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- | No log | 7.5484 | 234 | 1.2528 | 0.3711 | 1.2528 | 1.1193 |
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- | No log | 7.6129 | 236 | 1.2359 | 0.3711 | 1.2359 | 1.1117 |
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- | No log | 7.6774 | 238 | 1.0670 | 0.3936 | 1.0670 | 1.0329 |
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- | No log | 7.7419 | 240 | 0.9422 | 0.3424 | 0.9422 | 0.9707 |
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- | No log | 7.8065 | 242 | 0.9501 | 0.3424 | 0.9501 | 0.9748 |
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- | No log | 7.8710 | 244 | 1.1091 | 0.3607 | 1.1091 | 1.0532 |
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- | No log | 7.9355 | 246 | 1.3366 | 0.3172 | 1.3366 | 1.1561 |
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- | No log | 8.0 | 248 | 1.4578 | 0.2566 | 1.4578 | 1.2074 |
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- | No log | 8.0645 | 250 | 1.3333 | 0.2924 | 1.3333 | 1.1547 |
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- | No log | 8.1290 | 252 | 1.1289 | 0.3607 | 1.1289 | 1.0625 |
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- | No log | 8.1935 | 254 | 0.9716 | 0.2249 | 0.9716 | 0.9857 |
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- | No log | 8.2581 | 256 | 0.9899 | 0.2105 | 0.9899 | 0.9949 |
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- | No log | 8.3226 | 258 | 1.1325 | 0.2424 | 1.1325 | 1.0642 |
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- | No log | 8.3871 | 260 | 1.3325 | 0.2506 | 1.3325 | 1.1543 |
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- | No log | 8.4516 | 262 | 1.3778 | 0.2602 | 1.3778 | 1.1738 |
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- | No log | 8.5161 | 264 | 1.2834 | 0.2506 | 1.2834 | 1.1329 |
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- | No log | 8.5806 | 266 | 1.1404 | 0.2424 | 1.1404 | 1.0679 |
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- | No log | 8.6452 | 268 | 1.0710 | 0.1417 | 1.0710 | 1.0349 |
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- | No log | 8.7097 | 270 | 1.0923 | 0.1770 | 1.0923 | 1.0451 |
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- | No log | 8.7742 | 272 | 1.1982 | 0.2284 | 1.1982 | 1.0946 |
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- | No log | 8.8387 | 274 | 1.2947 | 0.2795 | 1.2947 | 1.1379 |
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- | No log | 8.9032 | 276 | 1.2827 | 0.3165 | 1.2827 | 1.1326 |
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- | No log | 8.9677 | 278 | 1.2386 | 0.3165 | 1.2386 | 1.1129 |
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- | No log | 9.0323 | 280 | 1.2539 | 0.2506 | 1.2539 | 1.1198 |
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- | No log | 9.0968 | 282 | 1.2580 | 0.1552 | 1.2580 | 1.1216 |
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- | No log | 9.1613 | 284 | 1.1837 | 0.1265 | 1.1837 | 1.0880 |
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- | No log | 9.2258 | 286 | 1.1452 | 0.1265 | 1.1452 | 1.0701 |
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- | No log | 9.2903 | 288 | 1.1307 | 0.0888 | 1.1307 | 1.0634 |
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- | No log | 9.3548 | 290 | 1.1090 | 0.0987 | 1.1090 | 1.0531 |
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- | No log | 9.4194 | 292 | 1.1322 | 0.1697 | 1.1322 | 1.0641 |
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- | No log | 9.4839 | 294 | 1.1964 | 0.2885 | 1.1964 | 1.0938 |
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- | No log | 9.5484 | 296 | 1.3302 | 0.3711 | 1.3302 | 1.1534 |
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- | No log | 9.6129 | 298 | 1.4055 | 0.3020 | 1.4055 | 1.1855 |
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- | No log | 9.6774 | 300 | 1.3297 | 0.3291 | 1.3297 | 1.1531 |
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- | No log | 9.7419 | 302 | 1.1665 | 0.4056 | 1.1665 | 1.0800 |
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- | No log | 9.8065 | 304 | 1.1155 | 0.3534 | 1.1155 | 1.0562 |
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- | No log | 9.8710 | 306 | 1.1031 | 0.2284 | 1.1031 | 1.0503 |
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- | No log | 9.9355 | 308 | 1.0721 | 0.1265 | 1.0721 | 1.0354 |
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- | No log | 10.0 | 310 | 1.0629 | 0.0888 | 1.0629 | 1.0310 |
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- | No log | 10.0645 | 312 | 1.0749 | 0.0888 | 1.0749 | 1.0368 |
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- | No log | 10.1290 | 314 | 1.0707 | 0.0888 | 1.0707 | 1.0347 |
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- | No log | 10.1935 | 316 | 1.0620 | 0.0888 | 1.0620 | 1.0306 |
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- | No log | 10.2581 | 318 | 1.1077 | 0.1697 | 1.1077 | 1.0525 |
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- | No log | 10.3226 | 320 | 1.1462 | 0.2926 | 1.1462 | 1.0706 |
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- | No log | 10.3871 | 322 | 1.1970 | 0.3199 | 1.1970 | 1.0941 |
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- | No log | 10.4516 | 324 | 1.2942 | 0.3460 | 1.2942 | 1.1376 |
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- | No log | 10.5161 | 326 | 1.3005 | 0.3103 | 1.3005 | 1.1404 |
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- | No log | 10.5806 | 328 | 1.1748 | 0.2495 | 1.1748 | 1.0839 |
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- | No log | 10.6452 | 330 | 0.9816 | 0.2918 | 0.9816 | 0.9908 |
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- | No log | 10.7097 | 332 | 0.9569 | 0.3063 | 0.9569 | 0.9782 |
218
- | No log | 10.7742 | 334 | 1.0288 | 0.2130 | 1.0288 | 1.0143 |
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- | No log | 10.8387 | 336 | 1.1035 | 0.2027 | 1.1035 | 1.0505 |
220
- | No log | 10.9032 | 338 | 1.1071 | 0.2027 | 1.1071 | 1.0522 |
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- | No log | 10.9677 | 340 | 1.1728 | 0.2395 | 1.1728 | 1.0830 |
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- | No log | 11.0323 | 342 | 1.2705 | 0.2888 | 1.2705 | 1.1272 |
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- | No log | 11.0968 | 344 | 1.3618 | 0.2555 | 1.3618 | 1.1670 |
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- | No log | 11.1613 | 346 | 1.4592 | 0.2363 | 1.4592 | 1.2080 |
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- | No log | 11.2258 | 348 | 1.4709 | 0.2270 | 1.4709 | 1.2128 |
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- | No log | 11.2903 | 350 | 1.4782 | 0.2437 | 1.4782 | 1.2158 |
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- | No log | 11.3548 | 352 | 1.3823 | 0.2437 | 1.3823 | 1.1757 |
228
- | No log | 11.4194 | 354 | 1.2097 | 0.2506 | 1.2097 | 1.0999 |
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- | No log | 11.4839 | 356 | 1.1058 | 0.2027 | 1.1058 | 1.0516 |
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- | No log | 11.5484 | 358 | 1.0945 | 0.1697 | 1.0945 | 1.0462 |
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- | No log | 11.6129 | 360 | 1.1427 | 0.2027 | 1.1427 | 1.0690 |
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- | No log | 11.6774 | 362 | 1.2450 | 0.2126 | 1.2450 | 1.1158 |
233
- | No log | 11.7419 | 364 | 1.3347 | 0.2522 | 1.3347 | 1.1553 |
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- | No log | 11.8065 | 366 | 1.3973 | 0.2522 | 1.3973 | 1.1821 |
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- | No log | 11.8710 | 368 | 1.3585 | 0.2424 | 1.3585 | 1.1655 |
236
- | No log | 11.9355 | 370 | 1.3563 | 0.2424 | 1.3563 | 1.1646 |
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- | No log | 12.0 | 372 | 1.2739 | 0.1880 | 1.2739 | 1.1287 |
238
- | No log | 12.0645 | 374 | 1.2568 | 0.1880 | 1.2568 | 1.1211 |
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- | No log | 12.1290 | 376 | 1.3295 | 0.1880 | 1.3295 | 1.1530 |
240
- | No log | 12.1935 | 378 | 1.4327 | 0.2752 | 1.4327 | 1.1969 |
241
- | No log | 12.2581 | 380 | 1.4096 | 0.2752 | 1.4096 | 1.1873 |
242
- | No log | 12.3226 | 382 | 1.2878 | 0.2555 | 1.2878 | 1.1348 |
243
- | No log | 12.3871 | 384 | 1.2209 | 0.1952 | 1.2209 | 1.1049 |
244
- | No log | 12.4516 | 386 | 1.2556 | 0.1952 | 1.2556 | 1.1205 |
245
- | No log | 12.5161 | 388 | 1.3430 | 0.2424 | 1.3430 | 1.1589 |
246
- | No log | 12.5806 | 390 | 1.4069 | 0.1892 | 1.4069 | 1.1861 |
247
- | No log | 12.6452 | 392 | 1.3701 | 0.1892 | 1.3701 | 1.1705 |
248
- | No log | 12.7097 | 394 | 1.2806 | 0.2240 | 1.2806 | 1.1316 |
249
- | No log | 12.7742 | 396 | 1.2308 | 0.2647 | 1.2308 | 1.1094 |
250
- | No log | 12.8387 | 398 | 1.1361 | 0.3056 | 1.1361 | 1.0659 |
251
- | No log | 12.9032 | 400 | 1.1587 | 0.3056 | 1.1587 | 1.0764 |
252
- | No log | 12.9677 | 402 | 1.2272 | 0.3001 | 1.2272 | 1.1078 |
253
- | No log | 13.0323 | 404 | 1.2092 | 0.2885 | 1.2092 | 1.0996 |
254
- | No log | 13.0968 | 406 | 1.2193 | 0.3263 | 1.2193 | 1.1042 |
255
- | No log | 13.1613 | 408 | 1.2037 | 0.2477 | 1.2037 | 1.0971 |
256
- | No log | 13.2258 | 410 | 1.1491 | 0.1770 | 1.1491 | 1.0720 |
257
- | No log | 13.2903 | 412 | 1.1803 | 0.1770 | 1.1803 | 1.0864 |
258
- | No log | 13.3548 | 414 | 1.2202 | 0.1770 | 1.2202 | 1.1046 |
259
- | No log | 13.4194 | 416 | 1.3154 | 0.3107 | 1.3154 | 1.1469 |
260
- | No log | 13.4839 | 418 | 1.3232 | 0.3107 | 1.3232 | 1.1503 |
261
- | No log | 13.5484 | 420 | 1.2713 | 0.2795 | 1.2713 | 1.1275 |
262
- | No log | 13.6129 | 422 | 1.2481 | 0.3199 | 1.2481 | 1.1172 |
263
- | No log | 13.6774 | 424 | 1.1564 | 0.3263 | 1.1564 | 1.0754 |
264
- | No log | 13.7419 | 426 | 1.1548 | 0.3813 | 1.1548 | 1.0746 |
265
- | No log | 13.8065 | 428 | 1.2100 | 0.4056 | 1.2100 | 1.1000 |
266
- | No log | 13.8710 | 430 | 1.2800 | 0.3511 | 1.2800 | 1.1314 |
267
- | No log | 13.9355 | 432 | 1.3040 | 0.3511 | 1.3040 | 1.1419 |
268
- | No log | 14.0 | 434 | 1.3353 | 0.3018 | 1.3353 | 1.1556 |
269
- | No log | 14.0645 | 436 | 1.4217 | 0.2437 | 1.4217 | 1.1923 |
270
- | No log | 14.1290 | 438 | 1.4181 | 0.2437 | 1.4181 | 1.1909 |
271
- | No log | 14.1935 | 440 | 1.3874 | 0.2437 | 1.3874 | 1.1779 |
272
- | No log | 14.2581 | 442 | 1.3510 | 0.2611 | 1.3510 | 1.1623 |
273
- | No log | 14.3226 | 444 | 1.3048 | 0.2690 | 1.3048 | 1.1423 |
274
- | No log | 14.3871 | 446 | 1.2779 | 0.3107 | 1.2779 | 1.1304 |
275
- | No log | 14.4516 | 448 | 1.3008 | 0.2342 | 1.3008 | 1.1405 |
276
- | No log | 14.5161 | 450 | 1.2588 | 0.3037 | 1.2588 | 1.1220 |
277
- | No log | 14.5806 | 452 | 1.2048 | 0.3560 | 1.2048 | 1.0977 |
278
- | No log | 14.6452 | 454 | 1.1432 | 0.2979 | 1.1432 | 1.0692 |
279
- | No log | 14.7097 | 456 | 1.1550 | 0.2027 | 1.1550 | 1.0747 |
280
- | No log | 14.7742 | 458 | 1.2248 | 0.2506 | 1.2248 | 1.1067 |
281
- | No log | 14.8387 | 460 | 1.2358 | 0.2506 | 1.2358 | 1.1117 |
282
- | No log | 14.9032 | 462 | 1.2231 | 0.2506 | 1.2231 | 1.1059 |
283
- | No log | 14.9677 | 464 | 1.1718 | 0.2424 | 1.1718 | 1.0825 |
284
- | No log | 15.0323 | 466 | 1.2151 | 0.1795 | 1.2151 | 1.1023 |
285
- | No log | 15.0968 | 468 | 1.3202 | 0.2857 | 1.3202 | 1.1490 |
286
- | No log | 15.1613 | 470 | 1.4623 | 0.2270 | 1.4623 | 1.2092 |
287
- | No log | 15.2258 | 472 | 1.5456 | 0.2525 | 1.5456 | 1.2432 |
288
- | No log | 15.2903 | 474 | 1.6049 | 0.2525 | 1.6049 | 1.2669 |
289
- | No log | 15.3548 | 476 | 1.5689 | 0.2170 | 1.5689 | 1.2525 |
290
- | No log | 15.4194 | 478 | 1.4862 | 0.2126 | 1.4862 | 1.2191 |
291
- | No log | 15.4839 | 480 | 1.4195 | 0.1228 | 1.4195 | 1.1914 |
292
- | No log | 15.5484 | 482 | 1.4230 | 0.1228 | 1.4230 | 1.1929 |
293
- | No log | 15.6129 | 484 | 1.3971 | 0.0510 | 1.3971 | 1.1820 |
294
- | No log | 15.6774 | 486 | 1.3352 | 0.0510 | 1.3352 | 1.1555 |
295
- | No log | 15.7419 | 488 | 1.3094 | 0.0510 | 1.3094 | 1.1443 |
296
- | No log | 15.8065 | 490 | 1.3572 | 0.0878 | 1.3572 | 1.1650 |
297
- | No log | 15.8710 | 492 | 1.4295 | 0.1228 | 1.4295 | 1.1956 |
298
- | No log | 15.9355 | 494 | 1.5671 | 0.2292 | 1.5671 | 1.2518 |
299
- | No log | 16.0 | 496 | 1.6694 | 0.2292 | 1.6694 | 1.2921 |
300
- | No log | 16.0645 | 498 | 1.6659 | 0.2004 | 1.6659 | 1.2907 |
301
- | 0.2828 | 16.1290 | 500 | 1.5591 | 0.1228 | 1.5591 | 1.2486 |
302
- | 0.2828 | 16.1935 | 502 | 1.4038 | 0.0 | 1.4038 | 1.1848 |
303
- | 0.2828 | 16.2581 | 504 | 1.2525 | 0.0 | 1.2525 | 1.1191 |
304
- | 0.2828 | 16.3226 | 506 | 1.1587 | 0.0604 | 1.1587 | 1.0764 |
305
- | 0.2828 | 16.3871 | 508 | 1.1567 | 0.0710 | 1.1567 | 1.0755 |
306
- | 0.2828 | 16.4516 | 510 | 1.2233 | 0.1370 | 1.2233 | 1.1060 |
307
- | 0.2828 | 16.5161 | 512 | 1.3601 | 0.2292 | 1.3601 | 1.1662 |
308
- | 0.2828 | 16.5806 | 514 | 1.5511 | 0.2170 | 1.5511 | 1.2454 |
309
- | 0.2828 | 16.6452 | 516 | 1.6027 | 0.2170 | 1.6027 | 1.2660 |
310
- | 0.2828 | 16.7097 | 518 | 1.5336 | 0.2342 | 1.5336 | 1.2384 |
311
- | 0.2828 | 16.7742 | 520 | 1.3884 | 0.2424 | 1.3884 | 1.1783 |
312
- | 0.2828 | 16.8387 | 522 | 1.2598 | 0.1228 | 1.2598 | 1.1224 |
313
- | 0.2828 | 16.9032 | 524 | 1.2206 | 0.0122 | 1.2206 | 1.1048 |
314
- | 0.2828 | 16.9677 | 526 | 1.2412 | 0.0122 | 1.2412 | 1.1141 |
315
- | 0.2828 | 17.0323 | 528 | 1.2646 | 0.0122 | 1.2646 | 1.1246 |
316
- | 0.2828 | 17.0968 | 530 | 1.3018 | 0.0510 | 1.3018 | 1.1410 |
 
 
317
 
318
 
319
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k14_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k14_task5_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.2935
19
+ - Qwk: 0.0
20
+ - Mse: 1.2935
21
+ - Rmse: 1.1373
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0588 | 2 | 4.0543 | -0.0061 | 4.0543 | 2.0135 |
53
+ | No log | 0.1176 | 4 | 2.2749 | -0.0297 | 2.2749 | 1.5083 |
54
+ | No log | 0.1765 | 6 | 1.5352 | 0.0661 | 1.5352 | 1.2391 |
55
+ | No log | 0.2353 | 8 | 1.1820 | 0.0548 | 1.1820 | 1.0872 |
56
+ | No log | 0.2941 | 10 | 1.1297 | 0.0111 | 1.1297 | 1.0629 |
57
+ | No log | 0.3529 | 12 | 1.1783 | 0.1864 | 1.1783 | 1.0855 |
58
+ | No log | 0.4118 | 14 | 1.3797 | 0.0256 | 1.3797 | 1.1746 |
59
+ | No log | 0.4706 | 16 | 1.3319 | 0.0287 | 1.3319 | 1.1541 |
60
+ | No log | 0.5294 | 18 | 1.1133 | 0.3082 | 1.1133 | 1.0551 |
61
+ | No log | 0.5882 | 20 | 1.0402 | 0.2008 | 1.0402 | 1.0199 |
62
+ | No log | 0.6471 | 22 | 1.1360 | 0.0919 | 1.1360 | 1.0658 |
63
+ | No log | 0.7059 | 24 | 1.1420 | 0.0919 | 1.1420 | 1.0687 |
64
+ | No log | 0.7647 | 26 | 1.0498 | 0.1755 | 1.0498 | 1.0246 |
65
+ | No log | 0.8235 | 28 | 1.0322 | 0.3435 | 1.0322 | 1.0160 |
66
+ | No log | 0.8824 | 30 | 1.0245 | 0.2888 | 1.0245 | 1.0122 |
67
+ | No log | 0.9412 | 32 | 1.0587 | 0.1864 | 1.0587 | 1.0289 |
68
+ | No log | 1.0 | 34 | 1.1484 | 0.1292 | 1.1484 | 1.0716 |
69
+ | No log | 1.0588 | 36 | 1.2671 | -0.0535 | 1.2671 | 1.1256 |
70
+ | No log | 1.1176 | 38 | 1.4140 | -0.0375 | 1.4140 | 1.1891 |
71
+ | No log | 1.1765 | 40 | 1.8065 | -0.2120 | 1.8065 | 1.3441 |
72
+ | No log | 1.2353 | 42 | 1.7639 | -0.1010 | 1.7639 | 1.3281 |
73
+ | No log | 1.2941 | 44 | 1.5552 | 0.0859 | 1.5552 | 1.2471 |
74
+ | No log | 1.3529 | 46 | 1.6445 | 0.0016 | 1.6445 | 1.2824 |
75
+ | No log | 1.4118 | 48 | 1.9913 | -0.2027 | 1.9913 | 1.4111 |
76
+ | No log | 1.4706 | 50 | 1.9013 | 0.0296 | 1.9013 | 1.3789 |
77
+ | No log | 1.5294 | 52 | 2.2267 | -0.0325 | 2.2267 | 1.4922 |
78
+ | No log | 1.5882 | 54 | 2.2303 | 0.0404 | 2.2303 | 1.4934 |
79
+ | No log | 1.6471 | 56 | 1.4969 | 0.1970 | 1.4969 | 1.2235 |
80
+ | No log | 1.7059 | 58 | 1.2520 | 0.3352 | 1.2520 | 1.1189 |
81
+ | No log | 1.7647 | 60 | 1.4475 | 0.2043 | 1.4475 | 1.2031 |
82
+ | No log | 1.8235 | 62 | 2.1397 | 0.1173 | 2.1397 | 1.4628 |
83
+ | No log | 1.8824 | 64 | 2.0834 | 0.1395 | 2.0834 | 1.4434 |
84
+ | No log | 1.9412 | 66 | 1.5740 | 0.1789 | 1.5740 | 1.2546 |
85
+ | No log | 2.0 | 68 | 1.2892 | 0.1905 | 1.2892 | 1.1354 |
86
+ | No log | 2.0588 | 70 | 1.5195 | 0.1561 | 1.5195 | 1.2327 |
87
+ | No log | 2.1176 | 72 | 1.8769 | 0.1197 | 1.8769 | 1.3700 |
88
+ | No log | 2.1765 | 74 | 1.8536 | 0.0636 | 1.8536 | 1.3615 |
89
+ | No log | 2.2353 | 76 | 1.8352 | 0.0636 | 1.8352 | 1.3547 |
90
+ | No log | 2.2941 | 78 | 1.7494 | 0.1207 | 1.7494 | 1.3226 |
91
+ | No log | 2.3529 | 80 | 1.7745 | 0.1071 | 1.7745 | 1.3321 |
92
+ | No log | 2.4118 | 82 | 1.7460 | 0.1000 | 1.7460 | 1.3214 |
93
+ | No log | 2.4706 | 84 | 1.7241 | 0.0864 | 1.7241 | 1.3130 |
94
+ | No log | 2.5294 | 86 | 1.7115 | 0.0864 | 1.7115 | 1.3083 |
95
+ | No log | 2.5882 | 88 | 1.7140 | 0.1344 | 1.7140 | 1.3092 |
96
+ | No log | 2.6471 | 90 | 1.5943 | 0.1509 | 1.5943 | 1.2627 |
97
+ | No log | 2.7059 | 92 | 1.2631 | 0.2368 | 1.2631 | 1.1239 |
98
+ | No log | 2.7647 | 94 | 1.0850 | 0.1996 | 1.0850 | 1.0416 |
99
+ | No log | 2.8235 | 96 | 1.1400 | 0.1775 | 1.1400 | 1.0677 |
100
+ | No log | 2.8824 | 98 | 1.4771 | 0.2313 | 1.4771 | 1.2154 |
101
+ | No log | 2.9412 | 100 | 1.7432 | 0.1635 | 1.7432 | 1.3203 |
102
+ | No log | 3.0 | 102 | 1.8320 | 0.1752 | 1.8320 | 1.3535 |
103
+ | No log | 3.0588 | 104 | 1.7161 | 0.1694 | 1.7161 | 1.3100 |
104
+ | No log | 3.1176 | 106 | 1.3182 | 0.2555 | 1.3182 | 1.1481 |
105
+ | No log | 3.1765 | 108 | 0.9930 | 0.1944 | 0.9930 | 0.9965 |
106
+ | No log | 3.2353 | 110 | 0.9808 | 0.1979 | 0.9808 | 0.9904 |
107
+ | No log | 3.2941 | 112 | 1.0537 | 0.1407 | 1.0537 | 1.0265 |
108
+ | No log | 3.3529 | 114 | 1.2989 | 0.1407 | 1.2989 | 1.1397 |
109
+ | No log | 3.4118 | 116 | 1.4509 | 0.1814 | 1.4509 | 1.2045 |
110
+ | No log | 3.4706 | 118 | 1.5011 | 0.1814 | 1.5011 | 1.2252 |
111
+ | No log | 3.5294 | 120 | 1.4271 | 0.2004 | 1.4271 | 1.1946 |
112
+ | No log | 3.5882 | 122 | 1.2747 | 0.2417 | 1.2747 | 1.1290 |
113
+ | No log | 3.6471 | 124 | 1.2848 | 0.2812 | 1.2848 | 1.1335 |
114
+ | No log | 3.7059 | 126 | 1.5053 | 0.1955 | 1.5053 | 1.2269 |
115
+ | No log | 3.7647 | 128 | 1.7421 | 0.1902 | 1.7421 | 1.3199 |
116
+ | No log | 3.8235 | 130 | 1.8656 | 0.0879 | 1.8656 | 1.3659 |
117
+ | No log | 3.8824 | 132 | 1.8043 | 0.0626 | 1.8043 | 1.3432 |
118
+ | No log | 3.9412 | 134 | 1.6732 | 0.1357 | 1.6732 | 1.2935 |
119
+ | No log | 4.0 | 136 | 1.6365 | 0.1142 | 1.6365 | 1.2792 |
120
+ | No log | 4.0588 | 138 | 1.4469 | 0.1473 | 1.4469 | 1.2029 |
121
+ | No log | 4.1176 | 140 | 1.2472 | 0.1816 | 1.2472 | 1.1168 |
122
+ | No log | 4.1765 | 142 | 1.1779 | 0.2843 | 1.1779 | 1.0853 |
123
+ | No log | 4.2353 | 144 | 1.1949 | 0.2455 | 1.1949 | 1.0931 |
124
+ | No log | 4.2941 | 146 | 1.1772 | 0.2143 | 1.1772 | 1.0850 |
125
+ | No log | 4.3529 | 148 | 1.2055 | 0.1816 | 1.2055 | 1.0980 |
126
+ | No log | 4.4118 | 150 | 1.2142 | 0.1816 | 1.2142 | 1.1019 |
127
+ | No log | 4.4706 | 152 | 1.3018 | 0.2143 | 1.3018 | 1.1409 |
128
+ | No log | 4.5294 | 154 | 1.4072 | 0.1943 | 1.4072 | 1.1862 |
129
+ | No log | 4.5882 | 156 | 1.4854 | 0.1744 | 1.4854 | 1.2188 |
130
+ | No log | 4.6471 | 158 | 1.5516 | 0.0896 | 1.5516 | 1.2456 |
131
+ | No log | 4.7059 | 160 | 1.4664 | 0.1486 | 1.4664 | 1.2109 |
132
+ | No log | 4.7647 | 162 | 1.2517 | 0.1744 | 1.2517 | 1.1188 |
133
+ | No log | 4.8235 | 164 | 1.0886 | 0.1744 | 1.0886 | 1.0434 |
134
+ | No log | 4.8824 | 166 | 1.0724 | 0.2065 | 1.0724 | 1.0356 |
135
+ | No log | 4.9412 | 168 | 1.2568 | 0.2239 | 1.2568 | 1.1211 |
136
+ | No log | 5.0 | 170 | 1.5719 | 0.2448 | 1.5719 | 1.2537 |
137
+ | No log | 5.0588 | 172 | 1.6990 | 0.2601 | 1.6990 | 1.3034 |
138
+ | No log | 5.1176 | 174 | 1.5299 | 0.2606 | 1.5299 | 1.2369 |
139
+ | No log | 5.1765 | 176 | 1.2860 | 0.2292 | 1.2860 | 1.1340 |
140
+ | No log | 5.2353 | 178 | 1.2269 | 0.2065 | 1.2269 | 1.1076 |
141
+ | No log | 5.2941 | 180 | 1.3318 | 0.2065 | 1.3318 | 1.1540 |
142
+ | No log | 5.3529 | 182 | 1.5815 | 0.2342 | 1.5815 | 1.2576 |
143
+ | No log | 5.4118 | 184 | 1.6860 | 0.1789 | 1.6860 | 1.2984 |
144
+ | No log | 5.4706 | 186 | 1.6390 | 0.2170 | 1.6390 | 1.2802 |
145
+ | No log | 5.5294 | 188 | 1.6597 | 0.2170 | 1.6597 | 1.2883 |
146
+ | No log | 5.5882 | 190 | 1.6143 | 0.2170 | 1.6143 | 1.2706 |
147
+ | No log | 5.6471 | 192 | 1.5353 | 0.2292 | 1.5353 | 1.2391 |
148
+ | No log | 5.7059 | 194 | 1.4550 | 0.1562 | 1.4550 | 1.2063 |
149
+ | No log | 5.7647 | 196 | 1.4586 | 0.1562 | 1.4586 | 1.2077 |
150
+ | No log | 5.8235 | 198 | 1.3891 | 0.1142 | 1.3891 | 1.1786 |
151
+ | No log | 5.8824 | 200 | 1.3687 | 0.1142 | 1.3687 | 1.1699 |
152
+ | No log | 5.9412 | 202 | 1.4419 | 0.1142 | 1.4419 | 1.2008 |
153
+ | No log | 6.0 | 204 | 1.4399 | 0.1407 | 1.4399 | 1.2000 |
154
+ | No log | 6.0588 | 206 | 1.4830 | 0.1407 | 1.4830 | 1.2178 |
155
+ | No log | 6.1176 | 208 | 1.5151 | 0.1407 | 1.5151 | 1.2309 |
156
+ | No log | 6.1765 | 210 | 1.4494 | 0.1407 | 1.4494 | 1.2039 |
157
+ | No log | 6.2353 | 212 | 1.4788 | 0.1744 | 1.4788 | 1.2161 |
158
+ | No log | 6.2941 | 214 | 1.4259 | 0.1744 | 1.4259 | 1.1941 |
159
+ | No log | 6.3529 | 216 | 1.3457 | 0.1700 | 1.3457 | 1.1601 |
160
+ | No log | 6.4118 | 218 | 1.2347 | 0.0673 | 1.2347 | 1.1112 |
161
+ | No log | 6.4706 | 220 | 1.2092 | 0.1170 | 1.2092 | 1.0996 |
162
+ | No log | 6.5294 | 222 | 1.2701 | 0.2065 | 1.2701 | 1.1270 |
163
+ | No log | 6.5882 | 224 | 1.3078 | 0.2372 | 1.3078 | 1.1436 |
164
+ | No log | 6.6471 | 226 | 1.3995 | 0.2372 | 1.3995 | 1.1830 |
165
+ | No log | 6.7059 | 228 | 1.3871 | 0.1052 | 1.3871 | 1.1777 |
166
+ | No log | 6.7647 | 230 | 1.3400 | 0.1052 | 1.3400 | 1.1576 |
167
+ | No log | 6.8235 | 232 | 1.3312 | 0.1744 | 1.3312 | 1.1538 |
168
+ | No log | 6.8824 | 234 | 1.2826 | 0.2239 | 1.2826 | 1.1325 |
169
+ | No log | 6.9412 | 236 | 1.3466 | 0.2239 | 1.3466 | 1.1604 |
170
+ | No log | 7.0 | 238 | 1.4993 | 0.2568 | 1.4993 | 1.2245 |
171
+ | No log | 7.0588 | 240 | 1.6787 | 0.2653 | 1.6787 | 1.2956 |
172
+ | No log | 7.1176 | 242 | 1.6124 | 0.2568 | 1.6124 | 1.2698 |
173
+ | No log | 7.1765 | 244 | 1.4937 | 0.2522 | 1.4937 | 1.2222 |
174
+ | No log | 7.2353 | 246 | 1.3257 | 0.2424 | 1.3257 | 1.1514 |
175
+ | No log | 7.2941 | 248 | 1.2901 | 0.1814 | 1.2901 | 1.1358 |
176
+ | No log | 7.3529 | 250 | 1.3651 | 0.2424 | 1.3651 | 1.1684 |
177
+ | No log | 7.4118 | 252 | 1.4046 | 0.2424 | 1.4046 | 1.1852 |
178
+ | No log | 7.4706 | 254 | 1.3245 | 0.2424 | 1.3245 | 1.1509 |
179
+ | No log | 7.5294 | 256 | 1.2714 | 0.1407 | 1.2714 | 1.1276 |
180
+ | No log | 7.5882 | 258 | 1.2043 | 0.1407 | 1.2043 | 1.0974 |
181
+ | No log | 7.6471 | 260 | 1.1999 | 0.1024 | 1.1999 | 1.0954 |
182
+ | No log | 7.7059 | 262 | 1.3113 | 0.1744 | 1.3113 | 1.1451 |
183
+ | No log | 7.7647 | 264 | 1.4434 | 0.1052 | 1.4434 | 1.2014 |
184
+ | No log | 7.8235 | 266 | 1.4336 | 0.1052 | 1.4336 | 1.1973 |
185
+ | No log | 7.8824 | 268 | 1.3574 | 0.1744 | 1.3574 | 1.1651 |
186
+ | No log | 7.9412 | 270 | 1.2404 | 0.1744 | 1.2404 | 1.1137 |
187
+ | No log | 8.0 | 272 | 1.1758 | 0.2203 | 1.1758 | 1.0844 |
188
+ | No log | 8.0588 | 274 | 1.2272 | 0.2555 | 1.2272 | 1.1078 |
189
+ | No log | 8.1176 | 276 | 1.3066 | 0.2611 | 1.3066 | 1.1431 |
190
+ | No log | 8.1765 | 278 | 1.2715 | 0.2752 | 1.2715 | 1.1276 |
191
+ | No log | 8.2353 | 280 | 1.3874 | 0.2568 | 1.3874 | 1.1779 |
192
+ | No log | 8.2941 | 282 | 1.4358 | 0.2292 | 1.4358 | 1.1982 |
193
+ | No log | 8.3529 | 284 | 1.4701 | 0.2694 | 1.4701 | 1.2125 |
194
+ | No log | 8.4118 | 286 | 1.3986 | 0.3006 | 1.3986 | 1.1826 |
195
+ | No log | 8.4706 | 288 | 1.3411 | 0.3148 | 1.3411 | 1.1580 |
196
+ | No log | 8.5294 | 290 | 1.2462 | 0.2292 | 1.2462 | 1.1163 |
197
+ | No log | 8.5882 | 292 | 1.1522 | 0.2065 | 1.1522 | 1.0734 |
198
+ | No log | 8.6471 | 294 | 1.1968 | 0.1407 | 1.1968 | 1.0940 |
199
+ | No log | 8.7059 | 296 | 1.3291 | 0.1407 | 1.3291 | 1.1529 |
200
+ | No log | 8.7647 | 298 | 1.5052 | 0.2424 | 1.5052 | 1.2269 |
201
+ | No log | 8.8235 | 300 | 1.5294 | 0.2292 | 1.5294 | 1.2367 |
202
+ | No log | 8.8824 | 302 | 1.3122 | 0.2065 | 1.3122 | 1.1455 |
203
+ | No log | 8.9412 | 304 | 1.1155 | 0.1961 | 1.1155 | 1.0562 |
204
+ | No log | 9.0 | 306 | 1.0670 | 0.1579 | 1.0670 | 1.0329 |
205
+ | No log | 9.0588 | 308 | 1.1783 | 0.2227 | 1.1783 | 1.0855 |
206
+ | No log | 9.1176 | 310 | 1.4859 | 0.2117 | 1.4859 | 1.2190 |
207
+ | No log | 9.1765 | 312 | 1.7109 | 0.1902 | 1.7109 | 1.3080 |
208
+ | No log | 9.2353 | 314 | 1.6863 | 0.1832 | 1.6863 | 1.2986 |
209
+ | No log | 9.2941 | 316 | 1.5223 | 0.1814 | 1.5223 | 1.2338 |
210
+ | No log | 9.3529 | 318 | 1.2887 | 0.1052 | 1.2887 | 1.1352 |
211
+ | No log | 9.4118 | 320 | 1.1705 | 0.0 | 1.1705 | 1.0819 |
212
+ | No log | 9.4706 | 322 | 1.1424 | 0.0 | 1.1424 | 1.0688 |
213
+ | No log | 9.5294 | 324 | 1.2198 | 0.1407 | 1.2198 | 1.1045 |
214
+ | No log | 9.5882 | 326 | 1.3399 | 0.1744 | 1.3399 | 1.1575 |
215
+ | No log | 9.6471 | 328 | 1.4869 | 0.2474 | 1.4869 | 1.2194 |
216
+ | No log | 9.7059 | 330 | 1.5175 | 0.2292 | 1.5175 | 1.2319 |
217
+ | No log | 9.7647 | 332 | 1.4320 | 0.2239 | 1.4320 | 1.1966 |
218
+ | No log | 9.8235 | 334 | 1.2548 | 0.2184 | 1.2548 | 1.1202 |
219
+ | No log | 9.8824 | 336 | 1.1517 | 0.2184 | 1.1517 | 1.0732 |
220
+ | No log | 9.9412 | 338 | 1.1736 | 0.2522 | 1.1736 | 1.0833 |
221
+ | No log | 10.0 | 340 | 1.2532 | 0.2694 | 1.2532 | 1.1195 |
222
+ | No log | 10.0588 | 342 | 1.3535 | 0.2406 | 1.3535 | 1.1634 |
223
+ | No log | 10.1176 | 344 | 1.5330 | 0.2681 | 1.5330 | 1.2381 |
224
+ | No log | 10.1765 | 346 | 1.4914 | 0.2058 | 1.4914 | 1.2212 |
225
+ | No log | 10.2353 | 348 | 1.3318 | 0.2126 | 1.3318 | 1.1540 |
226
+ | No log | 10.2941 | 350 | 1.1544 | 0.1407 | 1.1544 | 1.0744 |
227
+ | No log | 10.3529 | 352 | 1.1327 | 0.0155 | 1.1327 | 1.0643 |
228
+ | No log | 10.4118 | 354 | 1.2151 | 0.0401 | 1.2151 | 1.1023 |
229
+ | No log | 10.4706 | 356 | 1.3534 | 0.0401 | 1.3534 | 1.1633 |
230
+ | No log | 10.5294 | 358 | 1.4983 | 0.1407 | 1.4983 | 1.2241 |
231
+ | No log | 10.5882 | 360 | 1.5411 | 0.2065 | 1.5411 | 1.2414 |
232
+ | No log | 10.6471 | 362 | 1.5716 | 0.2424 | 1.5716 | 1.2536 |
233
+ | No log | 10.7059 | 364 | 1.4515 | 0.2016 | 1.4515 | 1.2048 |
234
+ | No log | 10.7647 | 366 | 1.3301 | 0.2584 | 1.3301 | 1.1533 |
235
+ | No log | 10.8235 | 368 | 1.2844 | 0.2712 | 1.2844 | 1.1333 |
236
+ | No log | 10.8824 | 370 | 1.2945 | 0.2511 | 1.2945 | 1.1378 |
237
+ | No log | 10.9412 | 372 | 1.3676 | 0.2793 | 1.3676 | 1.1694 |
238
+ | No log | 11.0 | 374 | 1.3701 | 0.2522 | 1.3701 | 1.1705 |
239
+ | No log | 11.0588 | 376 | 1.2568 | 0.1562 | 1.2568 | 1.1211 |
240
+ | No log | 11.1176 | 378 | 1.1254 | 0.0401 | 1.1254 | 1.0609 |
241
+ | No log | 11.1765 | 380 | 1.0163 | 0.0587 | 1.0163 | 1.0081 |
242
+ | No log | 11.2353 | 382 | 0.9483 | 0.2919 | 0.9483 | 0.9738 |
243
+ | No log | 11.2941 | 384 | 0.9526 | 0.3957 | 0.9526 | 0.9760 |
244
+ | No log | 11.3529 | 386 | 1.0501 | 0.3619 | 1.0501 | 1.0248 |
245
+ | No log | 11.4118 | 388 | 1.2534 | 0.2431 | 1.2534 | 1.1196 |
246
+ | No log | 11.4706 | 390 | 1.4454 | 0.2110 | 1.4454 | 1.2023 |
247
+ | No log | 11.5294 | 392 | 1.4945 | 0.2391 | 1.4945 | 1.2225 |
248
+ | No log | 11.5882 | 394 | 1.4677 | 0.1562 | 1.4677 | 1.2115 |
249
+ | No log | 11.6471 | 396 | 1.3345 | 0.2065 | 1.3345 | 1.1552 |
250
+ | No log | 11.7059 | 398 | 1.2220 | 0.2372 | 1.2220 | 1.1055 |
251
+ | No log | 11.7647 | 400 | 1.0883 | 0.3165 | 1.0883 | 1.0432 |
252
+ | No log | 11.8235 | 402 | 1.0342 | 0.3937 | 1.0342 | 1.0170 |
253
+ | No log | 11.8824 | 404 | 1.0948 | 0.3551 | 1.0948 | 1.0463 |
254
+ | No log | 11.9412 | 406 | 1.1791 | 0.3346 | 1.1791 | 1.0858 |
255
+ | No log | 12.0 | 408 | 1.2074 | 0.2653 | 1.2074 | 1.0988 |
256
+ | No log | 12.0588 | 410 | 1.2458 | 0.2474 | 1.2458 | 1.1162 |
257
+ | No log | 12.1176 | 412 | 1.3167 | 0.2372 | 1.3167 | 1.1475 |
258
+ | No log | 12.1765 | 414 | 1.3671 | 0.2372 | 1.3671 | 1.1692 |
259
+ | No log | 12.2353 | 416 | 1.3259 | 0.1407 | 1.3259 | 1.1515 |
260
+ | No log | 12.2941 | 418 | 1.2436 | 0.1744 | 1.2436 | 1.1152 |
261
+ | No log | 12.3529 | 420 | 1.1552 | 0.2477 | 1.1552 | 1.0748 |
262
+ | No log | 12.4118 | 422 | 1.1624 | 0.2857 | 1.1624 | 1.0782 |
263
+ | No log | 12.4706 | 424 | 1.2444 | 0.2501 | 1.2444 | 1.1155 |
264
+ | No log | 12.5294 | 426 | 1.3649 | 0.2006 | 1.3649 | 1.1683 |
265
+ | No log | 12.5882 | 428 | 1.4728 | 0.2252 | 1.4728 | 1.2136 |
266
+ | No log | 12.6471 | 430 | 1.4499 | 0.2006 | 1.4499 | 1.2041 |
267
+ | No log | 12.7059 | 432 | 1.3184 | 0.2474 | 1.3184 | 1.1482 |
268
+ | No log | 12.7647 | 434 | 1.2446 | 0.1228 | 1.2446 | 1.1156 |
269
+ | No log | 12.8235 | 436 | 1.2091 | 0.0401 | 1.2091 | 1.0996 |
270
+ | No log | 12.8824 | 438 | 1.1884 | 0.0401 | 1.1884 | 1.0901 |
271
+ | No log | 12.9412 | 440 | 1.1642 | 0.0401 | 1.1642 | 1.0790 |
272
+ | No log | 13.0 | 442 | 1.1889 | 0.0510 | 1.1889 | 1.0904 |
273
+ | No log | 13.0588 | 444 | 1.2176 | 0.1814 | 1.2176 | 1.1034 |
274
+ | No log | 13.1176 | 446 | 1.3041 | 0.2752 | 1.3041 | 1.1420 |
275
+ | No log | 13.1765 | 448 | 1.4629 | 0.2363 | 1.4629 | 1.2095 |
276
+ | No log | 13.2353 | 450 | 1.4996 | 0.2363 | 1.4996 | 1.2246 |
277
+ | No log | 13.2941 | 452 | 1.4842 | 0.2832 | 1.4842 | 1.2183 |
278
+ | No log | 13.3529 | 454 | 1.3621 | 0.1744 | 1.3621 | 1.1671 |
279
+ | No log | 13.4118 | 456 | 1.1901 | 0.0401 | 1.1901 | 1.0909 |
280
+ | No log | 13.4706 | 458 | 1.0831 | 0.0068 | 1.0831 | 1.0407 |
281
+ | No log | 13.5294 | 460 | 1.0230 | 0.1699 | 1.0230 | 1.0114 |
282
+ | No log | 13.5882 | 462 | 1.0028 | 0.2288 | 1.0028 | 1.0014 |
283
+ | No log | 13.6471 | 464 | 1.0424 | 0.1625 | 1.0424 | 1.0210 |
284
+ | No log | 13.7059 | 466 | 1.1112 | 0.1446 | 1.1112 | 1.0541 |
285
+ | No log | 13.7647 | 468 | 1.2173 | 0.2424 | 1.2173 | 1.1033 |
286
+ | No log | 13.8235 | 470 | 1.3775 | 0.2482 | 1.3775 | 1.1737 |
287
+ | No log | 13.8824 | 472 | 1.3723 | 0.2611 | 1.3723 | 1.1715 |
288
+ | No log | 13.9412 | 474 | 1.2455 | 0.2126 | 1.2455 | 1.1160 |
289
+ | No log | 14.0 | 476 | 1.1705 | 0.0401 | 1.1705 | 1.0819 |
290
+ | No log | 14.0588 | 478 | 1.1690 | 0.0401 | 1.1690 | 1.0812 |
291
+ | No log | 14.1176 | 480 | 1.1892 | 0.0401 | 1.1892 | 1.0905 |
292
+ | No log | 14.1765 | 482 | 1.2055 | 0.0401 | 1.2055 | 1.0979 |
293
+ | No log | 14.2353 | 484 | 1.2250 | 0.0401 | 1.2250 | 1.1068 |
294
+ | No log | 14.2941 | 486 | 1.2297 | 0.0587 | 1.2297 | 1.1089 |
295
+ | No log | 14.3529 | 488 | 1.2477 | 0.1605 | 1.2477 | 1.1170 |
296
+ | No log | 14.4118 | 490 | 1.2316 | 0.3059 | 1.2316 | 1.1098 |
297
+ | No log | 14.4706 | 492 | 1.2380 | 0.3333 | 1.2380 | 1.1126 |
298
+ | No log | 14.5294 | 494 | 1.2795 | 0.2926 | 1.2795 | 1.1312 |
299
+ | No log | 14.5882 | 496 | 1.2971 | 0.2455 | 1.2971 | 1.1389 |
300
+ | No log | 14.6471 | 498 | 1.2938 | 0.0781 | 1.2938 | 1.1374 |
301
+ | 0.2364 | 14.7059 | 500 | 1.2702 | 0.0401 | 1.2702 | 1.1270 |
302
+ | 0.2364 | 14.7647 | 502 | 1.2704 | 0.0445 | 1.2704 | 1.1271 |
303
+ | 0.2364 | 14.8235 | 504 | 1.2847 | 0.0445 | 1.2847 | 1.1334 |
304
+ | 0.2364 | 14.8824 | 506 | 1.2949 | 0.0833 | 1.2949 | 1.1380 |
305
+ | 0.2364 | 14.9412 | 508 | 1.3764 | 0.1202 | 1.3764 | 1.1732 |
306
+ | 0.2364 | 15.0 | 510 | 1.4664 | 0.1202 | 1.4664 | 1.2109 |
307
+ | 0.2364 | 15.0588 | 512 | 1.5646 | 0.0781 | 1.5646 | 1.2508 |
308
+ | 0.2364 | 15.1176 | 514 | 1.6221 | 0.0781 | 1.6221 | 1.2736 |
309
+ | 0.2364 | 15.1765 | 516 | 1.5751 | 0.0781 | 1.5751 | 1.2550 |
310
+ | 0.2364 | 15.2353 | 518 | 1.5404 | 0.0781 | 1.5404 | 1.2411 |
311
+ | 0.2364 | 15.2941 | 520 | 1.4860 | 0.0781 | 1.4860 | 1.2190 |
312
+ | 0.2364 | 15.3529 | 522 | 1.4106 | 0.0556 | 1.4106 | 1.1877 |
313
+ | 0.2364 | 15.4118 | 524 | 1.3141 | 0.0556 | 1.3141 | 1.1464 |
314
+ | 0.2364 | 15.4706 | 526 | 1.2642 | 0.0160 | 1.2642 | 1.1244 |
315
+ | 0.2364 | 15.5294 | 528 | 1.2671 | 0.0160 | 1.2671 | 1.1257 |
316
+ | 0.2364 | 15.5882 | 530 | 1.2910 | 0.0 | 1.2910 | 1.1362 |
317
+ | 0.2364 | 15.6471 | 532 | 1.3016 | 0.0 | 1.3016 | 1.1409 |
318
+ | 0.2364 | 15.7059 | 534 | 1.2935 | 0.0 | 1.2935 | 1.1373 |
319
 
320
 
321
  ### Framework versions