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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k14_task5_organization

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  1. README.md +263 -515
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k14_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k14_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: 0.8176
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- - Qwk: 0.4645
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- - Mse: 0.8176
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- - Rmse: 0.9042
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  ## Model description
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@@ -47,515 +47,263 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:------:|:------:|:------:|
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- | No log | 0.0290 | 2 | 4.0323 | 0.0176 | 4.0323 | 2.0081 |
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- | No log | 0.0580 | 4 | 2.4229 | 0.0189 | 2.4229 | 1.5566 |
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- | No log | 0.0870 | 6 | 1.8256 | 0.0526 | 1.8256 | 1.3511 |
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- | No log | 0.1159 | 8 | 1.2210 | 0.1680 | 1.2210 | 1.1050 |
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- | No log | 0.1449 | 10 | 1.0979 | 0.2539 | 1.0979 | 1.0478 |
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- | No log | 0.1739 | 12 | 1.1017 | 0.2501 | 1.1017 | 1.0496 |
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- | No log | 0.2029 | 14 | 0.9403 | 0.2787 | 0.9403 | 0.9697 |
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- | No log | 0.2319 | 16 | 0.9027 | 0.2764 | 0.9027 | 0.9501 |
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- | No log | 0.2609 | 18 | 1.0389 | 0.3450 | 1.0389 | 1.0193 |
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- | No log | 0.2899 | 20 | 1.9791 | 0.1385 | 1.9791 | 1.4068 |
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- | No log | 0.3188 | 22 | 2.3855 | 0.0762 | 2.3855 | 1.5445 |
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- | No log | 0.3478 | 24 | 1.7938 | 0.0435 | 1.7938 | 1.3393 |
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- | No log | 0.3768 | 26 | 1.2219 | 0.2728 | 1.2219 | 1.1054 |
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- | No log | 0.4058 | 28 | 1.0024 | 0.2386 | 1.0024 | 1.0012 |
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- | No log | 0.4348 | 30 | 0.9901 | 0.3028 | 0.9901 | 0.9951 |
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- | No log | 0.4638 | 32 | 1.2621 | 0.1943 | 1.2621 | 1.1234 |
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- | No log | 0.4928 | 34 | 1.3365 | 0.1744 | 1.3365 | 1.1561 |
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- | No log | 0.5217 | 36 | 1.0030 | 0.3197 | 1.0030 | 1.0015 |
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- | No log | 0.5507 | 38 | 0.9326 | 0.3596 | 0.9326 | 0.9657 |
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- | No log | 0.5797 | 40 | 0.9585 | 0.2464 | 0.9585 | 0.9790 |
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- | No log | 0.6087 | 42 | 0.9478 | 0.1979 | 0.9478 | 0.9736 |
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- | No log | 0.6377 | 44 | 1.1409 | 0.2166 | 1.1409 | 1.0681 |
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- | No log | 0.6667 | 46 | 1.2268 | 0.1522 | 1.2268 | 1.1076 |
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- | No log | 0.6957 | 48 | 1.1102 | 0.3045 | 1.1102 | 1.0537 |
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- | No log | 0.7246 | 50 | 0.9696 | 0.4192 | 0.9696 | 0.9847 |
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- | No log | 0.7536 | 52 | 0.9759 | 0.2464 | 0.9759 | 0.9879 |
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- | No log | 0.7826 | 54 | 0.9576 | 0.3584 | 0.9576 | 0.9786 |
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- | No log | 0.8116 | 56 | 1.1009 | 0.2006 | 1.1009 | 1.0493 |
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- | No log | 0.8406 | 58 | 1.6391 | 0.2248 | 1.6391 | 1.2803 |
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- | No log | 0.8696 | 60 | 1.5348 | 0.1729 | 1.5348 | 1.2389 |
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- | No log | 0.8986 | 62 | 1.0914 | 0.1849 | 1.0914 | 1.0447 |
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- | No log | 0.9275 | 64 | 0.9648 | 0.3129 | 0.9648 | 0.9823 |
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- | No log | 0.9565 | 66 | 0.9763 | 0.2887 | 0.9763 | 0.9881 |
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- | No log | 0.9855 | 68 | 1.0380 | 0.2001 | 1.0380 | 1.0188 |
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- | No log | 1.0145 | 70 | 1.2777 | 0.2346 | 1.2777 | 1.1303 |
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- | No log | 1.0435 | 72 | 1.5409 | 0.1859 | 1.5409 | 1.2413 |
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- | No log | 1.0725 | 74 | 1.5432 | 0.1859 | 1.5432 | 1.2423 |
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- | No log | 1.1014 | 76 | 1.2189 | 0.2270 | 1.2189 | 1.1040 |
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- | No log | 1.1304 | 78 | 1.1600 | 0.1822 | 1.1600 | 1.0770 |
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- | No log | 1.1594 | 80 | 1.2438 | 0.2511 | 1.2438 | 1.1153 |
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- | No log | 1.1884 | 82 | 1.1458 | 0.2344 | 1.1458 | 1.0704 |
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- | No log | 1.2174 | 84 | 1.1214 | 0.2334 | 1.1214 | 1.0589 |
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- | No log | 1.2464 | 86 | 1.1714 | 0.2060 | 1.1714 | 1.0823 |
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- | No log | 1.2754 | 88 | 1.2640 | 0.2519 | 1.2640 | 1.1243 |
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- | No log | 1.3043 | 90 | 1.1965 | 0.2424 | 1.1965 | 1.0939 |
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- | No log | 1.3333 | 92 | 1.1840 | 0.1275 | 1.1840 | 1.0881 |
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- | No log | 1.3623 | 94 | 1.1677 | 0.1576 | 1.1677 | 1.0806 |
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- | No log | 1.3913 | 96 | 1.1502 | 0.1944 | 1.1502 | 1.0725 |
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- | No log | 1.4203 | 98 | 1.1094 | 0.2057 | 1.1094 | 1.0533 |
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- | No log | 1.4493 | 100 | 1.0766 | 0.3059 | 1.0766 | 1.0376 |
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- | No log | 1.4783 | 102 | 1.0161 | 0.3062 | 1.0161 | 1.0080 |
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- | No log | 1.5072 | 104 | 1.0076 | 0.2171 | 1.0076 | 1.0038 |
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- | No log | 1.5362 | 106 | 1.3292 | 0.2198 | 1.3292 | 1.1529 |
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- | No log | 1.5652 | 108 | 1.3548 | 0.2198 | 1.3548 | 1.1640 |
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- | No log | 1.5942 | 110 | 1.1079 | 0.2711 | 1.1079 | 1.0525 |
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- | No log | 1.6232 | 112 | 0.9757 | 0.3725 | 0.9757 | 0.9878 |
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- | No log | 1.6522 | 114 | 1.0976 | 0.3130 | 1.0976 | 1.0477 |
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- | No log | 1.6812 | 116 | 1.1815 | 0.3237 | 1.1815 | 1.0870 |
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- | No log | 1.7101 | 118 | 1.0574 | 0.3826 | 1.0574 | 1.0283 |
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- | No log | 1.7391 | 120 | 1.1446 | 0.1889 | 1.1446 | 1.0699 |
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- | No log | 1.7681 | 122 | 1.5201 | 0.1761 | 1.5201 | 1.2329 |
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- | No log | 1.7971 | 124 | 1.4165 | 0.2608 | 1.4165 | 1.1902 |
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- | No log | 1.8261 | 126 | 1.1324 | 0.2060 | 1.1324 | 1.0641 |
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- | No log | 1.8551 | 128 | 1.0884 | 0.3075 | 1.0884 | 1.0432 |
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- | No log | 1.8841 | 130 | 1.0786 | 0.3075 | 1.0786 | 1.0385 |
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- | No log | 1.9130 | 132 | 1.1082 | 0.3075 | 1.1082 | 1.0527 |
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- | No log | 1.9420 | 134 | 1.1627 | 0.3218 | 1.1627 | 1.0783 |
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- | No log | 1.9710 | 136 | 1.3804 | 0.1656 | 1.3804 | 1.1749 |
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- | No log | 2.0 | 138 | 1.4502 | 0.1962 | 1.4502 | 1.2043 |
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- | No log | 2.0290 | 140 | 1.3673 | 0.1692 | 1.3673 | 1.1693 |
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- | No log | 2.0580 | 142 | 1.1783 | 0.2541 | 1.1783 | 1.0855 |
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- | No log | 2.0870 | 144 | 1.1407 | 0.1969 | 1.1407 | 1.0681 |
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- | No log | 2.1159 | 146 | 1.1743 | 0.2836 | 1.1743 | 1.0837 |
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- | No log | 2.1449 | 148 | 1.1520 | 0.1969 | 1.1520 | 1.0733 |
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- | No log | 2.1739 | 150 | 1.2032 | 0.2140 | 1.2032 | 1.0969 |
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- | No log | 2.2029 | 152 | 1.3133 | 0.1551 | 1.3133 | 1.1460 |
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- | No log | 2.2319 | 154 | 1.2393 | 0.1884 | 1.2393 | 1.1133 |
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- | No log | 2.2609 | 156 | 1.2158 | 0.2634 | 1.2158 | 1.1026 |
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- | No log | 2.2899 | 158 | 1.1750 | 0.3335 | 1.1750 | 1.0840 |
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- | No log | 2.3188 | 160 | 1.1591 | 0.2608 | 1.1591 | 1.0766 |
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- | No log | 2.3478 | 162 | 1.1845 | 0.3022 | 1.1845 | 1.0883 |
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- | No log | 2.3768 | 164 | 1.1671 | 0.2963 | 1.1671 | 1.0803 |
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- | No log | 2.4058 | 166 | 1.1333 | 0.1830 | 1.1333 | 1.0645 |
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- | No log | 2.4348 | 168 | 1.1297 | 0.1379 | 1.1297 | 1.0629 |
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- | No log | 2.4638 | 170 | 1.1266 | 0.1370 | 1.1266 | 1.0614 |
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- | No log | 2.4928 | 172 | 1.1470 | 0.1614 | 1.1470 | 1.0710 |
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- | No log | 2.5217 | 174 | 1.1956 | 0.2857 | 1.1956 | 1.0934 |
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- | No log | 2.5507 | 176 | 1.2596 | 0.3267 | 1.2596 | 1.1223 |
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- | No log | 2.5797 | 178 | 1.1390 | 0.2737 | 1.1390 | 1.0672 |
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- | No log | 2.6087 | 180 | 1.0956 | 0.2111 | 1.0956 | 1.0467 |
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- | No log | 2.6377 | 182 | 1.1502 | 0.2298 | 1.1502 | 1.0725 |
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- | No log | 2.6667 | 184 | 1.0810 | 0.2142 | 1.0810 | 1.0397 |
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- | No log | 2.6957 | 186 | 1.0978 | 0.3027 | 1.0978 | 1.0478 |
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- | No log | 2.7246 | 188 | 1.3492 | 0.3073 | 1.3492 | 1.1616 |
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- | No log | 2.7536 | 190 | 1.4002 | 0.2966 | 1.4002 | 1.1833 |
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- | No log | 2.7826 | 192 | 1.1102 | 0.4005 | 1.1102 | 1.0537 |
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- | No log | 2.8116 | 194 | 1.0086 | 0.3043 | 1.0086 | 1.0043 |
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- | No log | 2.8406 | 196 | 0.9890 | 0.3335 | 0.9890 | 0.9945 |
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- | No log | 2.8696 | 198 | 1.0027 | 0.3972 | 1.0027 | 1.0013 |
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- | No log | 2.8986 | 200 | 1.0974 | 0.3561 | 1.0974 | 1.0476 |
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- | No log | 2.9275 | 202 | 1.0893 | 0.3311 | 1.0893 | 1.0437 |
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- | No log | 2.9565 | 204 | 1.0611 | 0.2584 | 1.0611 | 1.0301 |
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- | No log | 2.9855 | 206 | 1.0302 | 0.2087 | 1.0302 | 1.0150 |
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- | No log | 3.0145 | 208 | 1.0383 | 0.2674 | 1.0383 | 1.0190 |
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- | No log | 3.0435 | 210 | 1.0422 | 0.2900 | 1.0422 | 1.0209 |
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- | No log | 3.0725 | 212 | 1.0985 | 0.3625 | 1.0985 | 1.0481 |
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- | No log | 3.1014 | 214 | 1.1951 | 0.3185 | 1.1951 | 1.0932 |
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- | No log | 3.1304 | 216 | 1.1474 | 0.3131 | 1.1474 | 1.0712 |
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- | No log | 3.1594 | 218 | 1.1468 | 0.3008 | 1.1468 | 1.0709 |
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- | No log | 3.1884 | 220 | 1.1503 | 0.3143 | 1.1503 | 1.0725 |
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- | No log | 3.2174 | 222 | 1.1563 | 0.2548 | 1.1563 | 1.0753 |
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- | No log | 3.2464 | 224 | 1.1264 | 0.2786 | 1.1264 | 1.0613 |
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- | No log | 3.2754 | 226 | 1.1937 | 0.3013 | 1.1937 | 1.0926 |
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- | No log | 3.3043 | 228 | 1.2649 | 0.3034 | 1.2649 | 1.1247 |
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- | No log | 3.3333 | 230 | 1.2471 | 0.3050 | 1.2471 | 1.1167 |
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- | No log | 3.3623 | 232 | 1.1843 | 0.3196 | 1.1843 | 1.0882 |
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- | No log | 3.3913 | 234 | 1.3286 | 0.2690 | 1.3286 | 1.1527 |
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- | No log | 3.4203 | 236 | 1.4162 | 0.2939 | 1.4162 | 1.1900 |
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- | No log | 3.4493 | 238 | 1.2995 | 0.3796 | 1.2995 | 1.1400 |
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- | No log | 3.4783 | 240 | 1.1662 | 0.3447 | 1.1662 | 1.0799 |
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- | No log | 3.5072 | 242 | 1.4608 | 0.1541 | 1.4608 | 1.2086 |
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- | No log | 3.5362 | 244 | 1.8722 | 0.1426 | 1.8722 | 1.3683 |
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- | No log | 3.5652 | 246 | 1.7312 | 0.0847 | 1.7312 | 1.3157 |
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- | No log | 3.5942 | 248 | 1.3073 | 0.2888 | 1.3073 | 1.1434 |
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- | No log | 3.6232 | 250 | 1.0887 | 0.2370 | 1.0887 | 1.0434 |
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- | No log | 3.6522 | 252 | 1.2022 | 0.2298 | 1.2022 | 1.0964 |
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- | No log | 3.6812 | 254 | 1.2556 | 0.2772 | 1.2556 | 1.1205 |
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- | No log | 3.7101 | 256 | 1.2208 | 0.2416 | 1.2208 | 1.1049 |
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- | No log | 3.7391 | 258 | 1.1441 | 0.1710 | 1.1441 | 1.0696 |
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- | No log | 3.7681 | 260 | 1.1492 | 0.3379 | 1.1492 | 1.0720 |
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- | No log | 3.7971 | 262 | 1.2490 | 0.2950 | 1.2490 | 1.1176 |
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- | No log | 3.8261 | 264 | 1.1910 | 0.3169 | 1.1910 | 1.0913 |
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- | No log | 3.8551 | 266 | 1.0772 | 0.3237 | 1.0772 | 1.0379 |
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- | No log | 3.8841 | 268 | 1.0705 | 0.2767 | 1.0705 | 1.0346 |
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- | No log | 3.9130 | 270 | 1.0896 | 0.3103 | 1.0896 | 1.0438 |
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- | No log | 3.9420 | 272 | 1.0779 | 0.2384 | 1.0779 | 1.0382 |
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- | No log | 3.9710 | 274 | 1.0445 | 0.2941 | 1.0445 | 1.0220 |
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- | No log | 4.0 | 276 | 1.0360 | 0.1962 | 1.0360 | 1.0178 |
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- | No log | 4.0290 | 278 | 1.0533 | 0.2207 | 1.0533 | 1.0263 |
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- | No log | 4.0580 | 280 | 1.0767 | 0.2651 | 1.0767 | 1.0376 |
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- | No log | 4.0870 | 282 | 1.1197 | 0.2276 | 1.1197 | 1.0581 |
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- | No log | 4.1159 | 284 | 1.1207 | 0.2651 | 1.1207 | 1.0586 |
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- | No log | 4.1449 | 286 | 1.1314 | 0.3450 | 1.1314 | 1.0637 |
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- | No log | 4.1739 | 288 | 1.2505 | 0.2635 | 1.2505 | 1.1183 |
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- | No log | 4.2029 | 290 | 1.2299 | 0.2091 | 1.2299 | 1.1090 |
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- | No log | 4.2319 | 292 | 1.0871 | 0.3467 | 1.0871 | 1.0426 |
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- | No log | 4.2609 | 294 | 1.0362 | 0.3112 | 1.0362 | 1.0179 |
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- | No log | 4.2899 | 296 | 1.0610 | 0.2624 | 1.0610 | 1.0301 |
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- | No log | 4.3188 | 298 | 1.0559 | 0.2857 | 1.0559 | 1.0276 |
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- | No log | 4.3478 | 300 | 1.0868 | 0.3609 | 1.0868 | 1.0425 |
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- | No log | 4.3768 | 302 | 1.1464 | 0.3397 | 1.1464 | 1.0707 |
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- | No log | 4.4058 | 304 | 1.1529 | 0.3062 | 1.1529 | 1.0737 |
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- | No log | 4.4348 | 306 | 1.1576 | 0.2941 | 1.1576 | 1.0759 |
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- | No log | 4.4638 | 308 | 1.2266 | 0.2124 | 1.2266 | 1.1075 |
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- | No log | 4.4928 | 310 | 1.2361 | 0.2239 | 1.2361 | 1.1118 |
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- | No log | 4.5217 | 312 | 1.1847 | 0.2239 | 1.1847 | 1.0884 |
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- | No log | 4.5507 | 314 | 1.1472 | 0.1968 | 1.1472 | 1.0711 |
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- | No log | 4.5797 | 316 | 1.2059 | 0.2584 | 1.2059 | 1.0981 |
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- | No log | 4.6087 | 318 | 1.2380 | 0.2895 | 1.2380 | 1.1127 |
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- | No log | 4.6377 | 320 | 1.1879 | 0.2672 | 1.1879 | 1.0899 |
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- | No log | 4.6667 | 322 | 1.1282 | 0.2608 | 1.1282 | 1.0622 |
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- | No log | 4.6957 | 324 | 1.1076 | 0.2808 | 1.1076 | 1.0524 |
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- | No log | 4.7246 | 326 | 1.1214 | 0.3066 | 1.1214 | 1.0589 |
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- | No log | 4.7536 | 328 | 1.0877 | 0.2651 | 1.0877 | 1.0429 |
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- | No log | 4.7826 | 330 | 1.0368 | 0.2808 | 1.0368 | 1.0183 |
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- | No log | 4.8116 | 332 | 1.0247 | 0.3633 | 1.0247 | 1.0123 |
218
- | No log | 4.8406 | 334 | 1.0103 | 0.3985 | 1.0103 | 1.0052 |
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- | No log | 4.8696 | 336 | 1.0120 | 0.3210 | 1.0120 | 1.0060 |
220
- | No log | 4.8986 | 338 | 1.0245 | 0.3584 | 1.0245 | 1.0122 |
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- | No log | 4.9275 | 340 | 1.0105 | 0.4165 | 1.0105 | 1.0053 |
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- | No log | 4.9565 | 342 | 1.0204 | 0.4071 | 1.0204 | 1.0101 |
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- | No log | 4.9855 | 344 | 1.0308 | 0.4516 | 1.0308 | 1.0153 |
224
- | No log | 5.0145 | 346 | 1.0508 | 0.4440 | 1.0508 | 1.0251 |
225
- | No log | 5.0435 | 348 | 1.0652 | 0.4138 | 1.0652 | 1.0321 |
226
- | No log | 5.0725 | 350 | 1.0351 | 0.3688 | 1.0351 | 1.0174 |
227
- | No log | 5.1014 | 352 | 0.9972 | 0.4361 | 0.9972 | 0.9986 |
228
- | No log | 5.1304 | 354 | 0.9787 | 0.4096 | 0.9787 | 0.9893 |
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- | No log | 5.1594 | 356 | 0.9650 | 0.3647 | 0.9650 | 0.9823 |
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- | No log | 5.1884 | 358 | 0.9699 | 0.3513 | 0.9699 | 0.9849 |
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- | No log | 5.2174 | 360 | 0.9489 | 0.3685 | 0.9489 | 0.9741 |
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- | No log | 5.2464 | 362 | 0.9667 | 0.3590 | 0.9667 | 0.9832 |
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- | No log | 5.2754 | 364 | 0.9989 | 0.3741 | 0.9989 | 0.9994 |
234
- | No log | 5.3043 | 366 | 1.0211 | 0.4402 | 1.0211 | 1.0105 |
235
- | No log | 5.3333 | 368 | 0.9746 | 0.3722 | 0.9746 | 0.9872 |
236
- | No log | 5.3623 | 370 | 0.9311 | 0.3685 | 0.9311 | 0.9649 |
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- | No log | 5.3913 | 372 | 1.0098 | 0.3826 | 1.0098 | 1.0049 |
238
- | No log | 5.4203 | 374 | 1.0634 | 0.4291 | 1.0634 | 1.0312 |
239
- | No log | 5.4493 | 376 | 1.0241 | 0.4454 | 1.0241 | 1.0120 |
240
- | No log | 5.4783 | 378 | 1.0485 | 0.3531 | 1.0485 | 1.0240 |
241
- | No log | 5.5072 | 380 | 1.0787 | 0.4007 | 1.0787 | 1.0386 |
242
- | No log | 5.5362 | 382 | 1.0329 | 0.3963 | 1.0329 | 1.0163 |
243
- | No log | 5.5652 | 384 | 0.9760 | 0.3925 | 0.9760 | 0.9879 |
244
- | No log | 5.5942 | 386 | 0.9530 | 0.3466 | 0.9530 | 0.9762 |
245
- | No log | 5.6232 | 388 | 0.9472 | 0.3398 | 0.9472 | 0.9732 |
246
- | No log | 5.6522 | 390 | 0.9369 | 0.3466 | 0.9369 | 0.9679 |
247
- | No log | 5.6812 | 392 | 0.9300 | 0.4096 | 0.9300 | 0.9644 |
248
- | No log | 5.7101 | 394 | 0.9254 | 0.3447 | 0.9254 | 0.9620 |
249
- | No log | 5.7391 | 396 | 0.9592 | 0.4039 | 0.9592 | 0.9794 |
250
- | No log | 5.7681 | 398 | 0.9705 | 0.4738 | 0.9705 | 0.9851 |
251
- | No log | 5.7971 | 400 | 0.9365 | 0.3967 | 0.9365 | 0.9677 |
252
- | No log | 5.8261 | 402 | 0.9781 | 0.3750 | 0.9781 | 0.9890 |
253
- | No log | 5.8551 | 404 | 0.9916 | 0.3902 | 0.9916 | 0.9958 |
254
- | No log | 5.8841 | 406 | 0.9506 | 0.3678 | 0.9506 | 0.9750 |
255
- | No log | 5.9130 | 408 | 0.9956 | 0.3879 | 0.9956 | 0.9978 |
256
- | No log | 5.9420 | 410 | 1.0432 | 0.4068 | 1.0432 | 1.0214 |
257
- | No log | 5.9710 | 412 | 0.9977 | 0.3243 | 0.9977 | 0.9989 |
258
- | No log | 6.0 | 414 | 0.9724 | 0.2365 | 0.9724 | 0.9861 |
259
- | No log | 6.0290 | 416 | 0.9901 | 0.2416 | 0.9901 | 0.9951 |
260
- | No log | 6.0580 | 418 | 1.0062 | 0.2739 | 1.0062 | 1.0031 |
261
- | No log | 6.0870 | 420 | 0.9961 | 0.3059 | 0.9961 | 0.9980 |
262
- | No log | 6.1159 | 422 | 0.9885 | 0.3447 | 0.9885 | 0.9942 |
263
- | No log | 6.1449 | 424 | 1.0919 | 0.4846 | 1.0919 | 1.0449 |
264
- | No log | 6.1739 | 426 | 1.2092 | 0.4222 | 1.2092 | 1.0996 |
265
- | No log | 6.2029 | 428 | 1.1931 | 0.4453 | 1.1931 | 1.0923 |
266
- | No log | 6.2319 | 430 | 1.0967 | 0.4651 | 1.0967 | 1.0472 |
267
- | No log | 6.2609 | 432 | 0.9992 | 0.4676 | 0.9992 | 0.9996 |
268
- | No log | 6.2899 | 434 | 1.0094 | 0.3584 | 1.0094 | 1.0047 |
269
- | No log | 6.3188 | 436 | 1.0344 | 0.2993 | 1.0344 | 1.0171 |
270
- | No log | 6.3478 | 438 | 0.9999 | 0.3080 | 0.9999 | 1.0000 |
271
- | No log | 6.3768 | 440 | 0.9804 | 0.2963 | 0.9804 | 0.9901 |
272
- | No log | 6.4058 | 442 | 0.9940 | 0.3547 | 0.9940 | 0.9970 |
273
- | No log | 6.4348 | 444 | 1.0201 | 0.3897 | 1.0201 | 1.0100 |
274
- | No log | 6.4638 | 446 | 1.0057 | 0.4008 | 1.0057 | 1.0028 |
275
- | No log | 6.4928 | 448 | 0.9966 | 0.3839 | 0.9966 | 0.9983 |
276
- | No log | 6.5217 | 450 | 1.0105 | 0.3039 | 1.0105 | 1.0053 |
277
- | No log | 6.5507 | 452 | 1.0040 | 0.3039 | 1.0040 | 1.0020 |
278
- | No log | 6.5797 | 454 | 0.9962 | 0.3169 | 0.9962 | 0.9981 |
279
- | No log | 6.6087 | 456 | 1.0179 | 0.3128 | 1.0179 | 1.0089 |
280
- | No log | 6.6377 | 458 | 1.0317 | 0.3296 | 1.0317 | 1.0157 |
281
- | No log | 6.6667 | 460 | 1.0316 | 0.3447 | 1.0316 | 1.0157 |
282
- | No log | 6.6957 | 462 | 1.0370 | 0.3448 | 1.0370 | 1.0183 |
283
- | No log | 6.7246 | 464 | 1.1609 | 0.2672 | 1.1609 | 1.0775 |
284
- | No log | 6.7536 | 466 | 1.1890 | 0.2906 | 1.1890 | 1.0904 |
285
- | No log | 6.7826 | 468 | 1.0754 | 0.3025 | 1.0754 | 1.0370 |
286
- | No log | 6.8116 | 470 | 1.0232 | 0.3169 | 1.0232 | 1.0116 |
287
- | No log | 6.8406 | 472 | 1.0990 | 0.3535 | 1.0990 | 1.0483 |
288
- | No log | 6.8696 | 474 | 1.1563 | 0.4111 | 1.1563 | 1.0753 |
289
- | No log | 6.8986 | 476 | 1.1608 | 0.4139 | 1.1608 | 1.0774 |
290
- | No log | 6.9275 | 478 | 1.1281 | 0.4034 | 1.1281 | 1.0621 |
291
- | No log | 6.9565 | 480 | 1.0823 | 0.3733 | 1.0823 | 1.0403 |
292
- | No log | 6.9855 | 482 | 1.0821 | 0.3332 | 1.0821 | 1.0402 |
293
- | No log | 7.0145 | 484 | 1.2100 | 0.3557 | 1.2100 | 1.1000 |
294
- | No log | 7.0435 | 486 | 1.2386 | 0.2906 | 1.2386 | 1.1129 |
295
- | No log | 7.0725 | 488 | 1.0924 | 0.3117 | 1.0924 | 1.0452 |
296
- | No log | 7.1014 | 490 | 0.9954 | 0.3540 | 0.9954 | 0.9977 |
297
- | No log | 7.1304 | 492 | 1.0013 | 0.3842 | 1.0013 | 1.0006 |
298
- | No log | 7.1594 | 494 | 1.0011 | 0.3710 | 1.0011 | 1.0006 |
299
- | No log | 7.1884 | 496 | 0.9864 | 0.3188 | 0.9864 | 0.9932 |
300
- | No log | 7.2174 | 498 | 0.9931 | 0.2888 | 0.9931 | 0.9965 |
301
- | 0.3265 | 7.2464 | 500 | 0.9998 | 0.2954 | 0.9998 | 0.9999 |
302
- | 0.3265 | 7.2754 | 502 | 0.9901 | 0.2954 | 0.9901 | 0.9950 |
303
- | 0.3265 | 7.3043 | 504 | 0.9716 | 0.2888 | 0.9716 | 0.9857 |
304
- | 0.3265 | 7.3333 | 506 | 0.9665 | 0.3485 | 0.9665 | 0.9831 |
305
- | 0.3265 | 7.3623 | 508 | 0.9642 | 0.3466 | 0.9642 | 0.9819 |
306
- | 0.3265 | 7.3913 | 510 | 0.9927 | 0.2959 | 0.9927 | 0.9964 |
307
- | 0.3265 | 7.4203 | 512 | 1.1122 | 0.3336 | 1.1122 | 1.0546 |
308
- | 0.3265 | 7.4493 | 514 | 1.2109 | 0.3768 | 1.2109 | 1.1004 |
309
- | 0.3265 | 7.4783 | 516 | 1.1331 | 0.3023 | 1.1331 | 1.0645 |
310
- | 0.3265 | 7.5072 | 518 | 0.9727 | 0.3873 | 0.9727 | 0.9863 |
311
- | 0.3265 | 7.5362 | 520 | 0.9462 | 0.3466 | 0.9462 | 0.9727 |
312
- | 0.3265 | 7.5652 | 522 | 0.9724 | 0.4254 | 0.9724 | 0.9861 |
313
- | 0.3265 | 7.5942 | 524 | 0.9649 | 0.3859 | 0.9649 | 0.9823 |
314
- | 0.3265 | 7.6232 | 526 | 0.9454 | 0.2532 | 0.9454 | 0.9723 |
315
- | 0.3265 | 7.6522 | 528 | 0.9858 | 0.2714 | 0.9858 | 0.9929 |
316
- | 0.3265 | 7.6812 | 530 | 1.0173 | 0.2850 | 1.0173 | 1.0086 |
317
- | 0.3265 | 7.7101 | 532 | 1.0002 | 0.2828 | 1.0002 | 1.0001 |
318
- | 0.3265 | 7.7391 | 534 | 1.0052 | 0.3466 | 1.0052 | 1.0026 |
319
- | 0.3265 | 7.7681 | 536 | 1.0268 | 0.4313 | 1.0268 | 1.0133 |
320
- | 0.3265 | 7.7971 | 538 | 1.0325 | 0.4202 | 1.0325 | 1.0161 |
321
- | 0.3265 | 7.8261 | 540 | 0.9955 | 0.4027 | 0.9955 | 0.9977 |
322
- | 0.3265 | 7.8551 | 542 | 0.9505 | 0.3781 | 0.9505 | 0.9749 |
323
- | 0.3265 | 7.8841 | 544 | 0.9370 | 0.2597 | 0.9370 | 0.9680 |
324
- | 0.3265 | 7.9130 | 546 | 0.9633 | 0.3216 | 0.9633 | 0.9815 |
325
- | 0.3265 | 7.9420 | 548 | 1.0281 | 0.3960 | 1.0281 | 1.0140 |
326
- | 0.3265 | 7.9710 | 550 | 0.9987 | 0.3960 | 0.9987 | 0.9993 |
327
- | 0.3265 | 8.0 | 552 | 0.9165 | 0.3908 | 0.9165 | 0.9573 |
328
- | 0.3265 | 8.0290 | 554 | 0.9065 | 0.4076 | 0.9065 | 0.9521 |
329
- | 0.3265 | 8.0580 | 556 | 0.9188 | 0.4169 | 0.9188 | 0.9585 |
330
- | 0.3265 | 8.0870 | 558 | 0.9170 | 0.4429 | 0.9170 | 0.9576 |
331
- | 0.3265 | 8.1159 | 560 | 0.8918 | 0.4079 | 0.8918 | 0.9444 |
332
- | 0.3265 | 8.1449 | 562 | 0.8845 | 0.4 | 0.8845 | 0.9405 |
333
- | 0.3265 | 8.1739 | 564 | 0.8761 | 0.4109 | 0.8761 | 0.9360 |
334
- | 0.3265 | 8.2029 | 566 | 0.8839 | 0.4662 | 0.8839 | 0.9402 |
335
- | 0.3265 | 8.2319 | 568 | 0.9008 | 0.4867 | 0.9008 | 0.9491 |
336
- | 0.3265 | 8.2609 | 570 | 0.8906 | 0.5002 | 0.8906 | 0.9437 |
337
- | 0.3265 | 8.2899 | 572 | 0.8705 | 0.4907 | 0.8705 | 0.9330 |
338
- | 0.3265 | 8.3188 | 574 | 0.8772 | 0.4268 | 0.8772 | 0.9366 |
339
- | 0.3265 | 8.3478 | 576 | 0.9095 | 0.4252 | 0.9095 | 0.9537 |
340
- | 0.3265 | 8.3768 | 578 | 0.8835 | 0.4763 | 0.8835 | 0.9399 |
341
- | 0.3265 | 8.4058 | 580 | 0.8623 | 0.3548 | 0.8623 | 0.9286 |
342
- | 0.3265 | 8.4348 | 582 | 0.8888 | 0.5009 | 0.8888 | 0.9428 |
343
- | 0.3265 | 8.4638 | 584 | 0.9061 | 0.4996 | 0.9061 | 0.9519 |
344
- | 0.3265 | 8.4928 | 586 | 0.8956 | 0.4912 | 0.8956 | 0.9464 |
345
- | 0.3265 | 8.5217 | 588 | 0.9172 | 0.4167 | 0.9172 | 0.9577 |
346
- | 0.3265 | 8.5507 | 590 | 0.9978 | 0.3978 | 0.9978 | 0.9989 |
347
- | 0.3265 | 8.5797 | 592 | 1.0674 | 0.4462 | 1.0674 | 1.0331 |
348
- | 0.3265 | 8.6087 | 594 | 1.0062 | 0.4098 | 1.0062 | 1.0031 |
349
- | 0.3265 | 8.6377 | 596 | 0.9669 | 0.3855 | 0.9669 | 0.9833 |
350
- | 0.3265 | 8.6667 | 598 | 0.9840 | 0.4617 | 0.9840 | 0.9920 |
351
- | 0.3265 | 8.6957 | 600 | 0.9704 | 0.4136 | 0.9704 | 0.9851 |
352
- | 0.3265 | 8.7246 | 602 | 0.9550 | 0.3879 | 0.9550 | 0.9772 |
353
- | 0.3265 | 8.7536 | 604 | 0.9331 | 0.3878 | 0.9331 | 0.9660 |
354
- | 0.3265 | 8.7826 | 606 | 0.9218 | 0.3236 | 0.9218 | 0.9601 |
355
- | 0.3265 | 8.8116 | 608 | 0.9156 | 0.4065 | 0.9156 | 0.9569 |
356
- | 0.3265 | 8.8406 | 610 | 0.9150 | 0.4337 | 0.9150 | 0.9565 |
357
- | 0.3265 | 8.8696 | 612 | 0.9168 | 0.3590 | 0.9168 | 0.9575 |
358
- | 0.3265 | 8.8986 | 614 | 0.9134 | 0.4065 | 0.9134 | 0.9557 |
359
- | 0.3265 | 8.9275 | 616 | 0.9098 | 0.3820 | 0.9098 | 0.9539 |
360
- | 0.3265 | 8.9565 | 618 | 0.9100 | 0.3802 | 0.9100 | 0.9539 |
361
- | 0.3265 | 8.9855 | 620 | 0.9069 | 0.3802 | 0.9069 | 0.9523 |
362
- | 0.3265 | 9.0145 | 622 | 0.9098 | 0.4186 | 0.9098 | 0.9538 |
363
- | 0.3265 | 9.0435 | 624 | 0.9115 | 0.3757 | 0.9115 | 0.9547 |
364
- | 0.3265 | 9.0725 | 626 | 0.9230 | 0.3513 | 0.9230 | 0.9607 |
365
- | 0.3265 | 9.1014 | 628 | 1.0246 | 0.3626 | 1.0246 | 1.0122 |
366
- | 0.3265 | 9.1304 | 630 | 1.1473 | 0.4480 | 1.1473 | 1.0711 |
367
- | 0.3265 | 9.1594 | 632 | 1.1333 | 0.4808 | 1.1333 | 1.0646 |
368
- | 0.3265 | 9.1884 | 634 | 1.0344 | 0.4283 | 1.0344 | 1.0171 |
369
- | 0.3265 | 9.2174 | 636 | 0.9282 | 0.4062 | 0.9282 | 0.9634 |
370
- | 0.3265 | 9.2464 | 638 | 0.9588 | 0.4370 | 0.9588 | 0.9792 |
371
- | 0.3265 | 9.2754 | 640 | 0.9931 | 0.3886 | 0.9931 | 0.9966 |
372
- | 0.3265 | 9.3043 | 642 | 0.9740 | 0.4393 | 0.9740 | 0.9869 |
373
- | 0.3265 | 9.3333 | 644 | 0.9376 | 0.4576 | 0.9376 | 0.9683 |
374
- | 0.3265 | 9.3623 | 646 | 0.9575 | 0.3675 | 0.9575 | 0.9785 |
375
- | 0.3265 | 9.3913 | 648 | 1.0598 | 0.4050 | 1.0598 | 1.0295 |
376
- | 0.3265 | 9.4203 | 650 | 1.0955 | 0.3945 | 1.0955 | 1.0467 |
377
- | 0.3265 | 9.4493 | 652 | 1.0448 | 0.4050 | 1.0448 | 1.0222 |
378
- | 0.3265 | 9.4783 | 654 | 0.9582 | 0.3346 | 0.9582 | 0.9789 |
379
- | 0.3265 | 9.5072 | 656 | 0.9443 | 0.3854 | 0.9443 | 0.9717 |
380
- | 0.3265 | 9.5362 | 658 | 0.9607 | 0.4019 | 0.9607 | 0.9802 |
381
- | 0.3265 | 9.5652 | 660 | 0.9568 | 0.3891 | 0.9568 | 0.9782 |
382
- | 0.3265 | 9.5942 | 662 | 0.9752 | 0.3908 | 0.9752 | 0.9875 |
383
- | 0.3265 | 9.6232 | 664 | 1.0294 | 0.3446 | 1.0294 | 1.0146 |
384
- | 0.3265 | 9.6522 | 666 | 1.0837 | 0.4037 | 1.0837 | 1.0410 |
385
- | 0.3265 | 9.6812 | 668 | 1.1372 | 0.4503 | 1.1372 | 1.0664 |
386
- | 0.3265 | 9.7101 | 670 | 1.1405 | 0.4503 | 1.1405 | 1.0680 |
387
- | 0.3265 | 9.7391 | 672 | 1.0914 | 0.4022 | 1.0914 | 1.0447 |
388
- | 0.3265 | 9.7681 | 674 | 1.0405 | 0.3787 | 1.0405 | 1.0201 |
389
- | 0.3265 | 9.7971 | 676 | 0.9952 | 0.3856 | 0.9952 | 0.9976 |
390
- | 0.3265 | 9.8261 | 678 | 0.9670 | 0.3856 | 0.9670 | 0.9834 |
391
- | 0.3265 | 9.8551 | 680 | 0.9652 | 0.4045 | 0.9652 | 0.9824 |
392
- | 0.3265 | 9.8841 | 682 | 0.9814 | 0.3948 | 0.9814 | 0.9907 |
393
- | 0.3265 | 9.9130 | 684 | 0.9787 | 0.3948 | 0.9787 | 0.9893 |
394
- | 0.3265 | 9.9420 | 686 | 0.9769 | 0.3914 | 0.9769 | 0.9884 |
395
- | 0.3265 | 9.9710 | 688 | 0.9668 | 0.3647 | 0.9668 | 0.9833 |
396
- | 0.3265 | 10.0 | 690 | 0.9679 | 0.4296 | 0.9679 | 0.9838 |
397
- | 0.3265 | 10.0290 | 692 | 0.9854 | 0.3896 | 0.9854 | 0.9927 |
398
- | 0.3265 | 10.0580 | 694 | 1.0359 | 0.2857 | 1.0359 | 1.0178 |
399
- | 0.3265 | 10.0870 | 696 | 1.0811 | 0.3269 | 1.0811 | 1.0398 |
400
- | 0.3265 | 10.1159 | 698 | 1.1468 | 0.2454 | 1.1468 | 1.0709 |
401
- | 0.3265 | 10.1449 | 700 | 1.1136 | 0.2454 | 1.1136 | 1.0553 |
402
- | 0.3265 | 10.1739 | 702 | 1.0156 | 0.3634 | 1.0156 | 1.0078 |
403
- | 0.3265 | 10.2029 | 704 | 0.9706 | 0.4578 | 0.9706 | 0.9852 |
404
- | 0.3265 | 10.2319 | 706 | 1.0027 | 0.4482 | 1.0027 | 1.0014 |
405
- | 0.3265 | 10.2609 | 708 | 1.0162 | 0.4482 | 1.0162 | 1.0081 |
406
- | 0.3265 | 10.2899 | 710 | 0.9966 | 0.4482 | 0.9966 | 0.9983 |
407
- | 0.3265 | 10.3188 | 712 | 0.9866 | 0.3970 | 0.9866 | 0.9933 |
408
- | 0.3265 | 10.3478 | 714 | 0.9622 | 0.4048 | 0.9622 | 0.9809 |
409
- | 0.3265 | 10.3768 | 716 | 0.9847 | 0.3070 | 0.9847 | 0.9923 |
410
- | 0.3265 | 10.4058 | 718 | 0.9946 | 0.3070 | 0.9946 | 0.9973 |
411
- | 0.3265 | 10.4348 | 720 | 0.9667 | 0.3398 | 0.9667 | 0.9832 |
412
- | 0.3265 | 10.4638 | 722 | 0.9600 | 0.3950 | 0.9600 | 0.9798 |
413
- | 0.3265 | 10.4928 | 724 | 0.9906 | 0.4963 | 0.9906 | 0.9953 |
414
- | 0.3265 | 10.5217 | 726 | 1.0398 | 0.4440 | 1.0398 | 1.0197 |
415
- | 0.3265 | 10.5507 | 728 | 1.0399 | 0.4440 | 1.0399 | 1.0198 |
416
- | 0.3265 | 10.5797 | 730 | 0.9982 | 0.4440 | 0.9982 | 0.9991 |
417
- | 0.3265 | 10.6087 | 732 | 0.9559 | 0.4154 | 0.9559 | 0.9777 |
418
- | 0.3265 | 10.6377 | 734 | 0.9343 | 0.4345 | 0.9343 | 0.9666 |
419
- | 0.3265 | 10.6667 | 736 | 0.9309 | 0.4048 | 0.9309 | 0.9648 |
420
- | 0.3265 | 10.6957 | 738 | 0.9590 | 0.4536 | 0.9590 | 0.9793 |
421
- | 0.3265 | 10.7246 | 740 | 0.9733 | 0.4233 | 0.9733 | 0.9865 |
422
- | 0.3265 | 10.7536 | 742 | 0.9924 | 0.3993 | 0.9924 | 0.9962 |
423
- | 0.3265 | 10.7826 | 744 | 0.9637 | 0.3833 | 0.9637 | 0.9817 |
424
- | 0.3265 | 10.8116 | 746 | 0.9024 | 0.3059 | 0.9024 | 0.9500 |
425
- | 0.3265 | 10.8406 | 748 | 0.8860 | 0.3932 | 0.8860 | 0.9413 |
426
- | 0.3265 | 10.8696 | 750 | 0.9182 | 0.3306 | 0.9182 | 0.9582 |
427
- | 0.3265 | 10.8986 | 752 | 0.9227 | 0.3540 | 0.9227 | 0.9606 |
428
- | 0.3265 | 10.9275 | 754 | 0.9188 | 0.3540 | 0.9188 | 0.9585 |
429
- | 0.3265 | 10.9565 | 756 | 0.8993 | 0.4079 | 0.8993 | 0.9483 |
430
- | 0.3265 | 10.9855 | 758 | 0.9221 | 0.4377 | 0.9221 | 0.9602 |
431
- | 0.3265 | 11.0145 | 760 | 0.9457 | 0.4147 | 0.9457 | 0.9725 |
432
- | 0.3265 | 11.0435 | 762 | 0.9634 | 0.4275 | 0.9634 | 0.9815 |
433
- | 0.3265 | 11.0725 | 764 | 0.9419 | 0.4130 | 0.9419 | 0.9705 |
434
- | 0.3265 | 11.1014 | 766 | 0.9259 | 0.4079 | 0.9259 | 0.9622 |
435
- | 0.3265 | 11.1304 | 768 | 0.9330 | 0.3671 | 0.9330 | 0.9659 |
436
- | 0.3265 | 11.1594 | 770 | 0.9830 | 0.4119 | 0.9830 | 0.9915 |
437
- | 0.3265 | 11.1884 | 772 | 0.9830 | 0.4119 | 0.9830 | 0.9915 |
438
- | 0.3265 | 11.2174 | 774 | 0.9732 | 0.4119 | 0.9732 | 0.9865 |
439
- | 0.3265 | 11.2464 | 776 | 0.9242 | 0.3949 | 0.9242 | 0.9613 |
440
- | 0.3265 | 11.2754 | 778 | 0.9307 | 0.4539 | 0.9307 | 0.9647 |
441
- | 0.3265 | 11.3043 | 780 | 0.9542 | 0.4539 | 0.9542 | 0.9768 |
442
- | 0.3265 | 11.3333 | 782 | 0.9199 | 0.4521 | 0.9199 | 0.9591 |
443
- | 0.3265 | 11.3623 | 784 | 0.8973 | 0.4660 | 0.8973 | 0.9473 |
444
- | 0.3265 | 11.3913 | 786 | 0.9081 | 0.4158 | 0.9081 | 0.9530 |
445
- | 0.3265 | 11.4203 | 788 | 0.9195 | 0.3879 | 0.9195 | 0.9589 |
446
- | 0.3265 | 11.4493 | 790 | 0.9086 | 0.4141 | 0.9086 | 0.9532 |
447
- | 0.3265 | 11.4783 | 792 | 0.8974 | 0.4660 | 0.8974 | 0.9473 |
448
- | 0.3265 | 11.5072 | 794 | 0.9497 | 0.4626 | 0.9497 | 0.9745 |
449
- | 0.3265 | 11.5362 | 796 | 0.9866 | 0.4536 | 0.9866 | 0.9933 |
450
- | 0.3265 | 11.5652 | 798 | 1.0035 | 0.4202 | 1.0035 | 1.0018 |
451
- | 0.3265 | 11.5942 | 800 | 0.9381 | 0.4494 | 0.9381 | 0.9685 |
452
- | 0.3265 | 11.6232 | 802 | 0.9176 | 0.4248 | 0.9176 | 0.9579 |
453
- | 0.3265 | 11.6522 | 804 | 0.9105 | 0.4263 | 0.9105 | 0.9542 |
454
- | 0.3265 | 11.6812 | 806 | 0.9159 | 0.4390 | 0.9159 | 0.9570 |
455
- | 0.3265 | 11.7101 | 808 | 0.9207 | 0.4261 | 0.9207 | 0.9595 |
456
- | 0.3265 | 11.7391 | 810 | 0.9023 | 0.4254 | 0.9023 | 0.9499 |
457
- | 0.3265 | 11.7681 | 812 | 0.9036 | 0.4232 | 0.9036 | 0.9506 |
458
- | 0.3265 | 11.7971 | 814 | 0.8959 | 0.4440 | 0.8959 | 0.9465 |
459
- | 0.3265 | 11.8261 | 816 | 0.8734 | 0.4344 | 0.8734 | 0.9346 |
460
- | 0.3265 | 11.8551 | 818 | 0.8569 | 0.4787 | 0.8569 | 0.9257 |
461
- | 0.3265 | 11.8841 | 820 | 0.8499 | 0.4789 | 0.8499 | 0.9219 |
462
- | 0.3265 | 11.9130 | 822 | 0.8592 | 0.4819 | 0.8592 | 0.9269 |
463
- | 0.3265 | 11.9420 | 824 | 0.8779 | 0.4054 | 0.8779 | 0.9370 |
464
- | 0.3265 | 11.9710 | 826 | 0.8901 | 0.4054 | 0.8901 | 0.9435 |
465
- | 0.3265 | 12.0 | 828 | 0.8777 | 0.3915 | 0.8777 | 0.9368 |
466
- | 0.3265 | 12.0290 | 830 | 0.8797 | 0.3877 | 0.8797 | 0.9379 |
467
- | 0.3265 | 12.0580 | 832 | 0.8789 | 0.4014 | 0.8789 | 0.9375 |
468
- | 0.3265 | 12.0870 | 834 | 0.8764 | 0.4544 | 0.8764 | 0.9362 |
469
- | 0.3265 | 12.1159 | 836 | 0.8899 | 0.4100 | 0.8899 | 0.9433 |
470
- | 0.3265 | 12.1449 | 838 | 0.9778 | 0.3796 | 0.9778 | 0.9888 |
471
- | 0.3265 | 12.1739 | 840 | 1.1182 | 0.3831 | 1.1182 | 1.0574 |
472
- | 0.3265 | 12.2029 | 842 | 1.1063 | 0.3831 | 1.1063 | 1.0518 |
473
- | 0.3265 | 12.2319 | 844 | 0.9807 | 0.3250 | 0.9807 | 0.9903 |
474
- | 0.3265 | 12.2609 | 846 | 0.8655 | 0.4329 | 0.8655 | 0.9303 |
475
- | 0.3265 | 12.2899 | 848 | 0.9176 | 0.3502 | 0.9176 | 0.9579 |
476
- | 0.3265 | 12.3188 | 850 | 1.0160 | 0.4377 | 1.0160 | 1.0080 |
477
- | 0.3265 | 12.3478 | 852 | 1.0253 | 0.4150 | 1.0253 | 1.0126 |
478
- | 0.3265 | 12.3768 | 854 | 0.9581 | 0.3483 | 0.9581 | 0.9788 |
479
- | 0.3265 | 12.4058 | 856 | 0.9016 | 0.4027 | 0.9016 | 0.9495 |
480
- | 0.3265 | 12.4348 | 858 | 0.8965 | 0.4186 | 0.8965 | 0.9468 |
481
- | 0.3265 | 12.4638 | 860 | 0.8997 | 0.3952 | 0.8997 | 0.9485 |
482
- | 0.3265 | 12.4928 | 862 | 0.9110 | 0.4242 | 0.9110 | 0.9544 |
483
- | 0.3265 | 12.5217 | 864 | 0.9112 | 0.4486 | 0.9112 | 0.9546 |
484
- | 0.3265 | 12.5507 | 866 | 0.9027 | 0.4466 | 0.9027 | 0.9501 |
485
- | 0.3265 | 12.5797 | 868 | 0.9042 | 0.4578 | 0.9042 | 0.9509 |
486
- | 0.3265 | 12.6087 | 870 | 0.9030 | 0.4691 | 0.9030 | 0.9503 |
487
- | 0.3265 | 12.6377 | 872 | 0.8918 | 0.4691 | 0.8918 | 0.9443 |
488
- | 0.3265 | 12.6667 | 874 | 0.8884 | 0.4578 | 0.8884 | 0.9425 |
489
- | 0.3265 | 12.6957 | 876 | 0.9278 | 0.3908 | 0.9278 | 0.9632 |
490
- | 0.3265 | 12.7246 | 878 | 0.9047 | 0.3438 | 0.9047 | 0.9511 |
491
- | 0.3265 | 12.7536 | 880 | 0.8809 | 0.3915 | 0.8809 | 0.9386 |
492
- | 0.3265 | 12.7826 | 882 | 0.8709 | 0.4691 | 0.8709 | 0.9332 |
493
- | 0.3265 | 12.8116 | 884 | 0.8856 | 0.3914 | 0.8856 | 0.9411 |
494
- | 0.3265 | 12.8406 | 886 | 0.8942 | 0.3647 | 0.8942 | 0.9456 |
495
- | 0.3265 | 12.8696 | 888 | 0.9117 | 0.3609 | 0.9117 | 0.9548 |
496
- | 0.3265 | 12.8986 | 890 | 0.9206 | 0.3474 | 0.9206 | 0.9595 |
497
- | 0.3265 | 12.9275 | 892 | 0.9256 | 0.3747 | 0.9256 | 0.9621 |
498
- | 0.3265 | 12.9565 | 894 | 0.9151 | 0.3493 | 0.9151 | 0.9566 |
499
- | 0.3265 | 12.9855 | 896 | 0.9022 | 0.3378 | 0.9022 | 0.9498 |
500
- | 0.3265 | 13.0145 | 898 | 0.8917 | 0.4296 | 0.8917 | 0.9443 |
501
- | 0.3265 | 13.0435 | 900 | 0.8746 | 0.4807 | 0.8746 | 0.9352 |
502
- | 0.3265 | 13.0725 | 902 | 0.8731 | 0.4428 | 0.8731 | 0.9344 |
503
- | 0.3265 | 13.1014 | 904 | 0.8882 | 0.3781 | 0.8882 | 0.9425 |
504
- | 0.3265 | 13.1304 | 906 | 0.9037 | 0.4264 | 0.9037 | 0.9506 |
505
- | 0.3265 | 13.1594 | 908 | 0.9188 | 0.4741 | 0.9188 | 0.9586 |
506
- | 0.3265 | 13.1884 | 910 | 0.9209 | 0.4741 | 0.9209 | 0.9596 |
507
- | 0.3265 | 13.2174 | 912 | 0.8763 | 0.4988 | 0.8763 | 0.9361 |
508
- | 0.3265 | 13.2464 | 914 | 0.8715 | 0.4865 | 0.8715 | 0.9335 |
509
- | 0.3265 | 13.2754 | 916 | 0.8245 | 0.5176 | 0.8245 | 0.9080 |
510
- | 0.3265 | 13.3043 | 918 | 0.8576 | 0.4502 | 0.8576 | 0.9260 |
511
- | 0.3265 | 13.3333 | 920 | 0.9140 | 0.4224 | 0.9140 | 0.9560 |
512
- | 0.3265 | 13.3623 | 922 | 0.9092 | 0.4475 | 0.9092 | 0.9535 |
513
- | 0.3265 | 13.3913 | 924 | 0.8679 | 0.4408 | 0.8679 | 0.9316 |
514
- | 0.3265 | 13.4203 | 926 | 0.8478 | 0.4130 | 0.8478 | 0.9208 |
515
- | 0.3265 | 13.4493 | 928 | 0.8216 | 0.3854 | 0.8216 | 0.9064 |
516
- | 0.3265 | 13.4783 | 930 | 0.8302 | 0.4130 | 0.8302 | 0.9111 |
517
- | 0.3265 | 13.5072 | 932 | 0.8443 | 0.4249 | 0.8443 | 0.9189 |
518
- | 0.3265 | 13.5362 | 934 | 0.8184 | 0.4498 | 0.8184 | 0.9047 |
519
- | 0.3265 | 13.5652 | 936 | 0.8036 | 0.4329 | 0.8036 | 0.8964 |
520
- | 0.3265 | 13.5942 | 938 | 0.7884 | 0.3951 | 0.7884 | 0.8879 |
521
- | 0.3265 | 13.6232 | 940 | 0.7798 | 0.3951 | 0.7798 | 0.8831 |
522
- | 0.3265 | 13.6522 | 942 | 0.7762 | 0.4962 | 0.7762 | 0.8810 |
523
- | 0.3265 | 13.6812 | 944 | 0.7978 | 0.4625 | 0.7978 | 0.8932 |
524
- | 0.3265 | 13.7101 | 946 | 0.8163 | 0.5117 | 0.8163 | 0.9035 |
525
- | 0.3265 | 13.7391 | 948 | 0.8771 | 0.4324 | 0.8771 | 0.9365 |
526
- | 0.3265 | 13.7681 | 950 | 0.9112 | 0.4144 | 0.9112 | 0.9546 |
527
- | 0.3265 | 13.7971 | 952 | 0.9083 | 0.4116 | 0.9083 | 0.9530 |
528
- | 0.3265 | 13.8261 | 954 | 0.8737 | 0.4655 | 0.8737 | 0.9347 |
529
- | 0.3265 | 13.8551 | 956 | 0.8253 | 0.3986 | 0.8253 | 0.9085 |
530
- | 0.3265 | 13.8841 | 958 | 0.8318 | 0.4563 | 0.8318 | 0.9120 |
531
- | 0.3265 | 13.9130 | 960 | 0.8530 | 0.4192 | 0.8530 | 0.9236 |
532
- | 0.3265 | 13.9420 | 962 | 0.8850 | 0.4368 | 0.8850 | 0.9407 |
533
- | 0.3265 | 13.9710 | 964 | 0.9175 | 0.3972 | 0.9175 | 0.9578 |
534
- | 0.3265 | 14.0 | 966 | 0.9525 | 0.3151 | 0.9525 | 0.9760 |
535
- | 0.3265 | 14.0290 | 968 | 0.9622 | 0.3625 | 0.9622 | 0.9809 |
536
- | 0.3265 | 14.0580 | 970 | 0.9362 | 0.375 | 0.9362 | 0.9676 |
537
- | 0.3265 | 14.0870 | 972 | 0.8889 | 0.4141 | 0.8889 | 0.9428 |
538
- | 0.3265 | 14.1159 | 974 | 0.8549 | 0.4141 | 0.8549 | 0.9246 |
539
- | 0.3265 | 14.1449 | 976 | 0.8285 | 0.4158 | 0.8285 | 0.9102 |
540
- | 0.3265 | 14.1739 | 978 | 0.8173 | 0.4288 | 0.8173 | 0.9041 |
541
- | 0.3265 | 14.2029 | 980 | 0.8237 | 0.3666 | 0.8237 | 0.9076 |
542
- | 0.3265 | 14.2319 | 982 | 0.8321 | 0.3656 | 0.8321 | 0.9122 |
543
- | 0.3265 | 14.2609 | 984 | 0.8275 | 0.2933 | 0.8275 | 0.9097 |
544
- | 0.3265 | 14.2899 | 986 | 0.8200 | 0.3977 | 0.8200 | 0.9055 |
545
- | 0.3265 | 14.3188 | 988 | 0.8167 | 0.4012 | 0.8167 | 0.9037 |
546
- | 0.3265 | 14.3478 | 990 | 0.8106 | 0.4563 | 0.8106 | 0.9003 |
547
- | 0.3265 | 14.3768 | 992 | 0.8206 | 0.4594 | 0.8206 | 0.9059 |
548
- | 0.3265 | 14.4058 | 994 | 0.8422 | 0.4147 | 0.8422 | 0.9177 |
549
- | 0.3265 | 14.4348 | 996 | 0.8398 | 0.4019 | 0.8398 | 0.9164 |
550
- | 0.3265 | 14.4638 | 998 | 0.8353 | 0.4329 | 0.8353 | 0.9139 |
551
- | 0.0708 | 14.4928 | 1000 | 0.8305 | 0.4660 | 0.8305 | 0.9113 |
552
- | 0.0708 | 14.5217 | 1002 | 0.8399 | 0.4645 | 0.8399 | 0.9164 |
553
- | 0.0708 | 14.5507 | 1004 | 0.8408 | 0.4774 | 0.8408 | 0.9169 |
554
- | 0.0708 | 14.5797 | 1006 | 0.8434 | 0.4565 | 0.8434 | 0.9184 |
555
- | 0.0708 | 14.6087 | 1008 | 0.8711 | 0.3759 | 0.8711 | 0.9333 |
556
- | 0.0708 | 14.6377 | 1010 | 0.8694 | 0.3759 | 0.8694 | 0.9324 |
557
- | 0.0708 | 14.6667 | 1012 | 0.8282 | 0.4455 | 0.8282 | 0.9101 |
558
- | 0.0708 | 14.6957 | 1014 | 0.8176 | 0.4645 | 0.8176 | 0.9042 |
559
 
560
 
561
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k13_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k13_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: 0.8284
19
+ - Qwk: 0.3797
20
+ - Mse: 0.8284
21
+ - Rmse: 0.9102
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0328 | 2 | 4.3445 | -0.0355 | 4.3445 | 2.0843 |
53
+ | No log | 0.0656 | 4 | 2.7341 | -0.0708 | 2.7341 | 1.6535 |
54
+ | No log | 0.0984 | 6 | 1.7311 | -0.0233 | 1.7311 | 1.3157 |
55
+ | No log | 0.1311 | 8 | 1.4971 | 0.0881 | 1.4971 | 1.2235 |
56
+ | No log | 0.1639 | 10 | 1.3522 | 0.0320 | 1.3522 | 1.1628 |
57
+ | No log | 0.1967 | 12 | 1.1987 | 0.1532 | 1.1987 | 1.0948 |
58
+ | No log | 0.2295 | 14 | 1.1654 | 0.1431 | 1.1654 | 1.0795 |
59
+ | No log | 0.2623 | 16 | 1.2601 | 0.2227 | 1.2601 | 1.1226 |
60
+ | No log | 0.2951 | 18 | 1.0740 | 0.2087 | 1.0740 | 1.0363 |
61
+ | No log | 0.3279 | 20 | 1.1933 | 0.2915 | 1.1933 | 1.0924 |
62
+ | No log | 0.3607 | 22 | 1.2720 | 0.2785 | 1.2720 | 1.1278 |
63
+ | No log | 0.3934 | 24 | 1.1104 | 0.3410 | 1.1104 | 1.0537 |
64
+ | No log | 0.4262 | 26 | 1.1071 | 0.4211 | 1.1071 | 1.0522 |
65
+ | No log | 0.4590 | 28 | 1.0762 | 0.4335 | 1.0762 | 1.0374 |
66
+ | No log | 0.4918 | 30 | 1.2213 | 0.3405 | 1.2213 | 1.1051 |
67
+ | No log | 0.5246 | 32 | 1.5591 | 0.2170 | 1.5591 | 1.2486 |
68
+ | No log | 0.5574 | 34 | 1.1592 | 0.3363 | 1.1592 | 1.0767 |
69
+ | No log | 0.5902 | 36 | 1.0109 | 0.3525 | 1.0109 | 1.0054 |
70
+ | No log | 0.6230 | 38 | 1.0350 | 0.3358 | 1.0350 | 1.0173 |
71
+ | No log | 0.6557 | 40 | 1.0013 | 0.3229 | 1.0013 | 1.0007 |
72
+ | No log | 0.6885 | 42 | 1.1378 | 0.2925 | 1.1378 | 1.0667 |
73
+ | No log | 0.7213 | 44 | 1.3172 | 0.1778 | 1.3172 | 1.1477 |
74
+ | No log | 0.7541 | 46 | 1.2753 | 0.2011 | 1.2753 | 1.1293 |
75
+ | No log | 0.7869 | 48 | 1.1310 | 0.2980 | 1.1310 | 1.0635 |
76
+ | No log | 0.8197 | 50 | 1.1181 | 0.2968 | 1.1181 | 1.0574 |
77
+ | No log | 0.8525 | 52 | 1.0830 | 0.2904 | 1.0830 | 1.0407 |
78
+ | No log | 0.8852 | 54 | 1.0686 | 0.2904 | 1.0686 | 1.0337 |
79
+ | No log | 0.9180 | 56 | 1.1136 | 0.2754 | 1.1136 | 1.0553 |
80
+ | No log | 0.9508 | 58 | 1.2630 | 0.2767 | 1.2630 | 1.1238 |
81
+ | No log | 0.9836 | 60 | 2.1446 | 0.1595 | 2.1446 | 1.4644 |
82
+ | No log | 1.0164 | 62 | 3.4359 | 0.0580 | 3.4359 | 1.8536 |
83
+ | No log | 1.0492 | 64 | 3.4284 | 0.0580 | 3.4284 | 1.8516 |
84
+ | No log | 1.0820 | 66 | 2.4659 | 0.1285 | 2.4659 | 1.5703 |
85
+ | No log | 1.1148 | 68 | 1.2730 | 0.2993 | 1.2730 | 1.1283 |
86
+ | No log | 1.1475 | 70 | 1.0917 | 0.3070 | 1.0917 | 1.0449 |
87
+ | No log | 1.1803 | 72 | 1.1218 | 0.2047 | 1.1218 | 1.0592 |
88
+ | No log | 1.2131 | 74 | 1.0767 | 0.2300 | 1.0767 | 1.0376 |
89
+ | No log | 1.2459 | 76 | 1.0892 | 0.1961 | 1.0892 | 1.0437 |
90
+ | No log | 1.2787 | 78 | 1.4057 | 0.2204 | 1.4057 | 1.1856 |
91
+ | No log | 1.3115 | 80 | 1.6652 | 0.1791 | 1.6652 | 1.2904 |
92
+ | No log | 1.3443 | 82 | 1.5222 | 0.2065 | 1.5222 | 1.2338 |
93
+ | No log | 1.3770 | 84 | 1.6220 | 0.1806 | 1.6220 | 1.2736 |
94
+ | No log | 1.4098 | 86 | 1.9016 | 0.1780 | 1.9016 | 1.3790 |
95
+ | No log | 1.4426 | 88 | 1.7483 | 0.1612 | 1.7483 | 1.3222 |
96
+ | No log | 1.4754 | 90 | 1.3883 | 0.2052 | 1.3883 | 1.1783 |
97
+ | No log | 1.5082 | 92 | 1.0747 | 0.3066 | 1.0747 | 1.0367 |
98
+ | No log | 1.5410 | 94 | 1.0272 | 0.3891 | 1.0272 | 1.0135 |
99
+ | No log | 1.5738 | 96 | 1.1612 | 0.2864 | 1.1612 | 1.0776 |
100
+ | No log | 1.6066 | 98 | 1.2041 | 0.2998 | 1.2041 | 1.0973 |
101
+ | No log | 1.6393 | 100 | 1.3617 | 0.1774 | 1.3617 | 1.1669 |
102
+ | No log | 1.6721 | 102 | 1.2298 | 0.2206 | 1.2298 | 1.1090 |
103
+ | No log | 1.7049 | 104 | 0.9769 | 0.2995 | 0.9769 | 0.9884 |
104
+ | No log | 1.7377 | 106 | 1.0226 | 0.4254 | 1.0226 | 1.0113 |
105
+ | No log | 1.7705 | 108 | 1.0370 | 0.4042 | 1.0370 | 1.0183 |
106
+ | No log | 1.8033 | 110 | 1.0559 | 0.4313 | 1.0559 | 1.0276 |
107
+ | No log | 1.8361 | 112 | 1.1233 | 0.2931 | 1.1233 | 1.0599 |
108
+ | No log | 1.8689 | 114 | 1.1345 | 0.4778 | 1.1345 | 1.0651 |
109
+ | No log | 1.9016 | 116 | 1.2753 | 0.3208 | 1.2753 | 1.1293 |
110
+ | No log | 1.9344 | 118 | 1.4080 | 0.3175 | 1.4080 | 1.1866 |
111
+ | No log | 1.9672 | 120 | 1.3435 | 0.3206 | 1.3435 | 1.1591 |
112
+ | No log | 2.0 | 122 | 1.1917 | 0.3313 | 1.1917 | 1.0916 |
113
+ | No log | 2.0328 | 124 | 1.1598 | 0.3753 | 1.1598 | 1.0769 |
114
+ | No log | 2.0656 | 126 | 1.1666 | 0.3578 | 1.1666 | 1.0801 |
115
+ | No log | 2.0984 | 128 | 1.1196 | 0.3996 | 1.1196 | 1.0581 |
116
+ | No log | 2.1311 | 130 | 1.0684 | 0.4328 | 1.0684 | 1.0337 |
117
+ | No log | 2.1639 | 132 | 1.0743 | 0.3371 | 1.0743 | 1.0365 |
118
+ | No log | 2.1967 | 134 | 1.0812 | 0.3218 | 1.0812 | 1.0398 |
119
+ | No log | 2.2295 | 136 | 1.0362 | 0.3689 | 1.0362 | 1.0179 |
120
+ | No log | 2.2623 | 138 | 1.0444 | 0.3169 | 1.0444 | 1.0220 |
121
+ | No log | 2.2951 | 140 | 1.1100 | 0.2757 | 1.1100 | 1.0536 |
122
+ | No log | 2.3279 | 142 | 1.0229 | 0.2808 | 1.0229 | 1.0114 |
123
+ | No log | 2.3607 | 144 | 1.0008 | 0.2857 | 1.0008 | 1.0004 |
124
+ | No log | 2.3934 | 146 | 0.9744 | 0.3779 | 0.9744 | 0.9871 |
125
+ | No log | 2.4262 | 148 | 1.0273 | 0.3372 | 1.0273 | 1.0136 |
126
+ | No log | 2.4590 | 150 | 0.9912 | 0.4164 | 0.9912 | 0.9956 |
127
+ | No log | 2.4918 | 152 | 0.9156 | 0.4646 | 0.9156 | 0.9568 |
128
+ | No log | 2.5246 | 154 | 0.9720 | 0.4266 | 0.9720 | 0.9859 |
129
+ | No log | 2.5574 | 156 | 0.9571 | 0.5327 | 0.9571 | 0.9783 |
130
+ | No log | 2.5902 | 158 | 1.0497 | 0.4248 | 1.0497 | 1.0246 |
131
+ | No log | 2.6230 | 160 | 1.2034 | 0.3961 | 1.2034 | 1.0970 |
132
+ | No log | 2.6557 | 162 | 1.1537 | 0.3921 | 1.1537 | 1.0741 |
133
+ | No log | 2.6885 | 164 | 0.9438 | 0.4407 | 0.9438 | 0.9715 |
134
+ | No log | 2.7213 | 166 | 0.9255 | 0.5224 | 0.9255 | 0.9620 |
135
+ | No log | 2.7541 | 168 | 0.9364 | 0.3972 | 0.9364 | 0.9677 |
136
+ | No log | 2.7869 | 170 | 1.0604 | 0.3740 | 1.0604 | 1.0298 |
137
+ | No log | 2.8197 | 172 | 0.9829 | 0.3346 | 0.9829 | 0.9914 |
138
+ | No log | 2.8525 | 174 | 0.8984 | 0.3874 | 0.8984 | 0.9478 |
139
+ | No log | 2.8852 | 176 | 0.9113 | 0.3857 | 0.9113 | 0.9546 |
140
+ | No log | 2.9180 | 178 | 0.9470 | 0.3578 | 0.9470 | 0.9732 |
141
+ | No log | 2.9508 | 180 | 0.9371 | 0.3519 | 0.9371 | 0.9680 |
142
+ | No log | 2.9836 | 182 | 0.9559 | 0.3857 | 0.9559 | 0.9777 |
143
+ | No log | 3.0164 | 184 | 0.9889 | 0.4546 | 0.9889 | 0.9944 |
144
+ | No log | 3.0492 | 186 | 0.9800 | 0.3733 | 0.9800 | 0.9900 |
145
+ | No log | 3.0820 | 188 | 0.9880 | 0.3430 | 0.9880 | 0.9940 |
146
+ | No log | 3.1148 | 190 | 1.0405 | 0.2903 | 1.0405 | 1.0200 |
147
+ | No log | 3.1475 | 192 | 1.0542 | 0.3137 | 1.0542 | 1.0267 |
148
+ | No log | 3.1803 | 194 | 0.9808 | 0.3711 | 0.9808 | 0.9904 |
149
+ | No log | 3.2131 | 196 | 1.0861 | 0.4032 | 1.0861 | 1.0421 |
150
+ | No log | 3.2459 | 198 | 1.0910 | 0.4032 | 1.0910 | 1.0445 |
151
+ | No log | 3.2787 | 200 | 0.9884 | 0.4181 | 0.9884 | 0.9942 |
152
+ | No log | 3.3115 | 202 | 0.9982 | 0.3474 | 0.9982 | 0.9991 |
153
+ | No log | 3.3443 | 204 | 1.0306 | 0.4042 | 1.0306 | 1.0152 |
154
+ | No log | 3.3770 | 206 | 1.0767 | 0.3319 | 1.0767 | 1.0376 |
155
+ | No log | 3.4098 | 208 | 1.1596 | 0.3134 | 1.1596 | 1.0768 |
156
+ | No log | 3.4426 | 210 | 1.1522 | 0.3267 | 1.1522 | 1.0734 |
157
+ | No log | 3.4754 | 212 | 1.1058 | 0.3285 | 1.1058 | 1.0516 |
158
+ | No log | 3.5082 | 214 | 1.0428 | 0.4511 | 1.0428 | 1.0212 |
159
+ | No log | 3.5410 | 216 | 0.9855 | 0.3638 | 0.9855 | 0.9927 |
160
+ | No log | 3.5738 | 218 | 1.0740 | 0.4367 | 1.0740 | 1.0363 |
161
+ | No log | 3.6066 | 220 | 1.0364 | 0.4367 | 1.0364 | 1.0181 |
162
+ | No log | 3.6393 | 222 | 0.9500 | 0.3354 | 0.9500 | 0.9747 |
163
+ | No log | 3.6721 | 224 | 0.9661 | 0.4413 | 0.9661 | 0.9829 |
164
+ | No log | 3.7049 | 226 | 0.9399 | 0.3931 | 0.9399 | 0.9695 |
165
+ | No log | 3.7377 | 228 | 0.9088 | 0.3951 | 0.9088 | 0.9533 |
166
+ | No log | 3.7705 | 230 | 0.9721 | 0.4004 | 0.9721 | 0.9860 |
167
+ | No log | 3.8033 | 232 | 0.9365 | 0.3661 | 0.9365 | 0.9677 |
168
+ | No log | 3.8361 | 234 | 0.9871 | 0.3993 | 0.9871 | 0.9935 |
169
+ | No log | 3.8689 | 236 | 1.0654 | 0.4201 | 1.0654 | 1.0322 |
170
+ | No log | 3.9016 | 238 | 1.0417 | 0.3793 | 1.0417 | 1.0207 |
171
+ | No log | 3.9344 | 240 | 1.0047 | 0.4372 | 1.0047 | 1.0024 |
172
+ | No log | 3.9672 | 242 | 1.0143 | 0.4541 | 1.0143 | 1.0071 |
173
+ | No log | 4.0 | 244 | 1.0476 | 0.4469 | 1.0476 | 1.0235 |
174
+ | No log | 4.0328 | 246 | 1.0144 | 0.4067 | 1.0144 | 1.0072 |
175
+ | No log | 4.0656 | 248 | 0.9540 | 0.2976 | 0.9540 | 0.9767 |
176
+ | No log | 4.0984 | 250 | 0.9858 | 0.3474 | 0.9858 | 0.9929 |
177
+ | No log | 4.1311 | 252 | 1.0134 | 0.3198 | 1.0134 | 1.0067 |
178
+ | No log | 4.1639 | 254 | 1.0117 | 0.2786 | 1.0117 | 1.0058 |
179
+ | No log | 4.1967 | 256 | 1.0183 | 0.3365 | 1.0183 | 1.0091 |
180
+ | No log | 4.2295 | 258 | 1.0182 | 0.3608 | 1.0182 | 1.0091 |
181
+ | No log | 4.2623 | 260 | 1.0125 | 0.3980 | 1.0125 | 1.0062 |
182
+ | No log | 4.2951 | 262 | 1.0014 | 0.4300 | 1.0014 | 1.0007 |
183
+ | No log | 4.3279 | 264 | 0.9978 | 0.4572 | 0.9978 | 0.9989 |
184
+ | No log | 4.3607 | 266 | 0.9333 | 0.4235 | 0.9333 | 0.9661 |
185
+ | No log | 4.3934 | 268 | 0.9349 | 0.3711 | 0.9349 | 0.9669 |
186
+ | No log | 4.4262 | 270 | 1.0136 | 0.2863 | 1.0136 | 1.0068 |
187
+ | No log | 4.4590 | 272 | 1.0127 | 0.2863 | 1.0127 | 1.0063 |
188
+ | No log | 4.4918 | 274 | 0.9994 | 0.3697 | 0.9994 | 0.9997 |
189
+ | No log | 4.5246 | 276 | 1.0509 | 0.3367 | 1.0509 | 1.0251 |
190
+ | No log | 4.5574 | 278 | 1.0618 | 0.3498 | 1.0618 | 1.0304 |
191
+ | No log | 4.5902 | 280 | 1.0878 | 0.2783 | 1.0878 | 1.0430 |
192
+ | No log | 4.6230 | 282 | 1.0238 | 0.3914 | 1.0238 | 1.0118 |
193
+ | No log | 4.6557 | 284 | 0.9669 | 0.3839 | 0.9669 | 0.9833 |
194
+ | No log | 4.6885 | 286 | 0.9604 | 0.4093 | 0.9604 | 0.9800 |
195
+ | No log | 4.7213 | 288 | 0.9613 | 0.3821 | 0.9613 | 0.9804 |
196
+ | No log | 4.7541 | 290 | 0.9770 | 0.3711 | 0.9770 | 0.9884 |
197
+ | No log | 4.7869 | 292 | 1.0069 | 0.3699 | 1.0069 | 1.0034 |
198
+ | No log | 4.8197 | 294 | 1.0747 | 0.4454 | 1.0747 | 1.0367 |
199
+ | No log | 4.8525 | 296 | 1.0565 | 0.4459 | 1.0565 | 1.0279 |
200
+ | No log | 4.8852 | 298 | 1.0228 | 0.3618 | 1.0228 | 1.0113 |
201
+ | No log | 4.9180 | 300 | 1.0442 | 0.3261 | 1.0442 | 1.0219 |
202
+ | No log | 4.9508 | 302 | 1.0692 | 0.3268 | 1.0692 | 1.0340 |
203
+ | No log | 4.9836 | 304 | 1.1013 | 0.3101 | 1.1013 | 1.0494 |
204
+ | No log | 5.0164 | 306 | 1.0971 | 0.2864 | 1.0971 | 1.0474 |
205
+ | No log | 5.0492 | 308 | 1.0896 | 0.3758 | 1.0896 | 1.0438 |
206
+ | No log | 5.0820 | 310 | 1.0986 | 0.3902 | 1.0986 | 1.0481 |
207
+ | No log | 5.1148 | 312 | 1.1297 | 0.3019 | 1.1297 | 1.0629 |
208
+ | No log | 5.1475 | 314 | 1.1759 | 0.3580 | 1.1759 | 1.0844 |
209
+ | No log | 5.1803 | 316 | 1.1194 | 0.3575 | 1.1194 | 1.0580 |
210
+ | No log | 5.2131 | 318 | 1.0340 | 0.3715 | 1.0340 | 1.0169 |
211
+ | No log | 5.2459 | 320 | 1.0062 | 0.3808 | 1.0062 | 1.0031 |
212
+ | No log | 5.2787 | 322 | 1.0352 | 0.4843 | 1.0352 | 1.0174 |
213
+ | No log | 5.3115 | 324 | 0.9906 | 0.4722 | 0.9906 | 0.9953 |
214
+ | No log | 5.3443 | 326 | 0.9008 | 0.3820 | 0.9008 | 0.9491 |
215
+ | No log | 5.3770 | 328 | 0.9518 | 0.4067 | 0.9518 | 0.9756 |
216
+ | No log | 5.4098 | 330 | 0.9717 | 0.3959 | 0.9717 | 0.9858 |
217
+ | No log | 5.4426 | 332 | 0.9255 | 0.3685 | 0.9255 | 0.9620 |
218
+ | No log | 5.4754 | 334 | 1.0373 | 0.4004 | 1.0373 | 1.0185 |
219
+ | No log | 5.5082 | 336 | 1.2074 | 0.3396 | 1.2074 | 1.0988 |
220
+ | No log | 5.5410 | 338 | 1.2000 | 0.3437 | 1.2000 | 1.0954 |
221
+ | No log | 5.5738 | 340 | 1.1016 | 0.3959 | 1.1016 | 1.0496 |
222
+ | No log | 5.6066 | 342 | 0.9871 | 0.3762 | 0.9871 | 0.9935 |
223
+ | No log | 5.6393 | 344 | 0.9990 | 0.3286 | 0.9990 | 0.9995 |
224
+ | No log | 5.6721 | 346 | 0.9806 | 0.3678 | 0.9806 | 0.9902 |
225
+ | No log | 5.7049 | 348 | 0.9816 | 0.4271 | 0.9816 | 0.9908 |
226
+ | No log | 5.7377 | 350 | 1.0603 | 0.4139 | 1.0603 | 1.0297 |
227
+ | No log | 5.7705 | 352 | 1.0936 | 0.4695 | 1.0936 | 1.0458 |
228
+ | No log | 5.8033 | 354 | 1.0062 | 0.4373 | 1.0062 | 1.0031 |
229
+ | No log | 5.8361 | 356 | 0.9212 | 0.3398 | 0.9212 | 0.9598 |
230
+ | No log | 5.8689 | 358 | 0.9215 | 0.3818 | 0.9215 | 0.9600 |
231
+ | No log | 5.9016 | 360 | 0.9118 | 0.3552 | 0.9118 | 0.9549 |
232
+ | No log | 5.9344 | 362 | 0.9467 | 0.3243 | 0.9467 | 0.9730 |
233
+ | No log | 5.9672 | 364 | 1.0719 | 0.4694 | 1.0719 | 1.0353 |
234
+ | No log | 6.0 | 366 | 1.1633 | 0.4247 | 1.1633 | 1.0785 |
235
+ | No log | 6.0328 | 368 | 1.0800 | 0.3989 | 1.0800 | 1.0392 |
236
+ | No log | 6.0656 | 370 | 0.9732 | 0.3091 | 0.9732 | 0.9865 |
237
+ | No log | 6.0984 | 372 | 0.9875 | 0.3891 | 0.9875 | 0.9938 |
238
+ | No log | 6.1311 | 374 | 0.9863 | 0.4245 | 0.9863 | 0.9931 |
239
+ | No log | 6.1639 | 376 | 0.9880 | 0.3733 | 0.9880 | 0.9940 |
240
+ | No log | 6.1967 | 378 | 1.0035 | 0.2878 | 1.0035 | 1.0017 |
241
+ | No log | 6.2295 | 380 | 0.9897 | 0.3256 | 0.9897 | 0.9948 |
242
+ | No log | 6.2623 | 382 | 0.9438 | 0.3784 | 0.9438 | 0.9715 |
243
+ | No log | 6.2951 | 384 | 0.9155 | 0.3818 | 0.9155 | 0.9568 |
244
+ | No log | 6.3279 | 386 | 0.9083 | 0.3818 | 0.9083 | 0.9530 |
245
+ | No log | 6.3607 | 388 | 0.9028 | 0.3896 | 0.9028 | 0.9501 |
246
+ | No log | 6.3934 | 390 | 0.9457 | 0.4164 | 0.9457 | 0.9725 |
247
+ | No log | 6.4262 | 392 | 0.9526 | 0.3914 | 0.9526 | 0.9760 |
248
+ | No log | 6.4590 | 394 | 0.9421 | 0.3369 | 0.9421 | 0.9706 |
249
+ | No log | 6.4918 | 396 | 0.8994 | 0.3455 | 0.8994 | 0.9483 |
250
+ | No log | 6.5246 | 398 | 0.9096 | 0.3455 | 0.9096 | 0.9537 |
251
+ | No log | 6.5574 | 400 | 0.9352 | 0.3840 | 0.9352 | 0.9670 |
252
+ | No log | 6.5902 | 402 | 1.0012 | 0.3560 | 1.0012 | 1.0006 |
253
+ | No log | 6.6230 | 404 | 1.0164 | 0.4529 | 1.0164 | 1.0081 |
254
+ | No log | 6.6557 | 406 | 1.0446 | 0.4343 | 1.0446 | 1.0220 |
255
+ | No log | 6.6885 | 408 | 1.0522 | 0.4563 | 1.0522 | 1.0258 |
256
+ | No log | 6.7213 | 410 | 1.0510 | 0.4565 | 1.0510 | 1.0252 |
257
+ | No log | 6.7541 | 412 | 1.0147 | 0.3787 | 1.0147 | 1.0073 |
258
+ | No log | 6.7869 | 414 | 0.9981 | 0.3839 | 0.9981 | 0.9991 |
259
+ | No log | 6.8197 | 416 | 0.9732 | 0.3356 | 0.9732 | 0.9865 |
260
+ | No log | 6.8525 | 418 | 0.9620 | 0.3496 | 0.9620 | 0.9808 |
261
+ | No log | 6.8852 | 420 | 0.9683 | 0.3496 | 0.9683 | 0.9840 |
262
+ | No log | 6.9180 | 422 | 0.9569 | 0.3496 | 0.9569 | 0.9782 |
263
+ | No log | 6.9508 | 424 | 0.9378 | 0.3642 | 0.9378 | 0.9684 |
264
+ | No log | 6.9836 | 426 | 0.9431 | 0.3513 | 0.9431 | 0.9711 |
265
+ | No log | 7.0164 | 428 | 0.9621 | 0.4264 | 0.9621 | 0.9809 |
266
+ | No log | 7.0492 | 430 | 0.9952 | 0.4650 | 0.9952 | 0.9976 |
267
+ | No log | 7.0820 | 432 | 1.0123 | 0.4538 | 1.0123 | 1.0061 |
268
+ | No log | 7.1148 | 434 | 1.0316 | 0.5052 | 1.0316 | 1.0157 |
269
+ | No log | 7.1475 | 436 | 1.0718 | 0.4723 | 1.0718 | 1.0353 |
270
+ | No log | 7.1803 | 438 | 1.0830 | 0.4590 | 1.0830 | 1.0407 |
271
+ | No log | 7.2131 | 440 | 1.0229 | 0.4847 | 1.0229 | 1.0114 |
272
+ | No log | 7.2459 | 442 | 0.9485 | 0.3367 | 0.9485 | 0.9739 |
273
+ | No log | 7.2787 | 444 | 0.9478 | 0.3323 | 0.9478 | 0.9736 |
274
+ | No log | 7.3115 | 446 | 0.9396 | 0.3367 | 0.9396 | 0.9693 |
275
+ | No log | 7.3443 | 448 | 0.9572 | 0.2842 | 0.9572 | 0.9784 |
276
+ | No log | 7.3770 | 450 | 0.9583 | 0.2842 | 0.9583 | 0.9789 |
277
+ | No log | 7.4098 | 452 | 0.9756 | 0.3306 | 0.9756 | 0.9877 |
278
+ | No log | 7.4426 | 454 | 0.9598 | 0.3243 | 0.9598 | 0.9797 |
279
+ | No log | 7.4754 | 456 | 0.9507 | 0.3378 | 0.9507 | 0.9751 |
280
+ | No log | 7.5082 | 458 | 0.9443 | 0.3802 | 0.9443 | 0.9718 |
281
+ | No log | 7.5410 | 460 | 0.9274 | 0.4062 | 0.9274 | 0.9630 |
282
+ | No log | 7.5738 | 462 | 0.9372 | 0.3932 | 0.9372 | 0.9681 |
283
+ | No log | 7.6066 | 464 | 0.9496 | 0.3914 | 0.9496 | 0.9745 |
284
+ | No log | 7.6393 | 466 | 0.9565 | 0.3540 | 0.9565 | 0.9780 |
285
+ | No log | 7.6721 | 468 | 1.0105 | 0.3578 | 1.0105 | 1.0052 |
286
+ | No log | 7.7049 | 470 | 0.9920 | 0.3914 | 0.9920 | 0.9960 |
287
+ | No log | 7.7377 | 472 | 0.9509 | 0.3476 | 0.9509 | 0.9751 |
288
+ | No log | 7.7705 | 474 | 0.9452 | 0.3388 | 0.9452 | 0.9722 |
289
+ | No log | 7.8033 | 476 | 0.9666 | 0.3408 | 0.9666 | 0.9832 |
290
+ | No log | 7.8361 | 478 | 1.0196 | 0.3662 | 1.0196 | 1.0097 |
291
+ | No log | 7.8689 | 480 | 1.0130 | 0.3701 | 1.0130 | 1.0065 |
292
+ | No log | 7.9016 | 482 | 0.9939 | 0.3437 | 0.9939 | 0.9969 |
293
+ | No log | 7.9344 | 484 | 1.0318 | 0.2919 | 1.0318 | 1.0158 |
294
+ | No log | 7.9672 | 486 | 1.0951 | 0.3897 | 1.0951 | 1.0464 |
295
+ | No log | 8.0 | 488 | 1.0970 | 0.4234 | 1.0970 | 1.0474 |
296
+ | No log | 8.0328 | 490 | 1.0434 | 0.3930 | 1.0434 | 1.0214 |
297
+ | No log | 8.0656 | 492 | 0.9804 | 0.3609 | 0.9804 | 0.9902 |
298
+ | No log | 8.0984 | 494 | 0.9596 | 0.3800 | 0.9596 | 0.9796 |
299
+ | No log | 8.1311 | 496 | 0.9708 | 0.3474 | 0.9708 | 0.9853 |
300
+ | No log | 8.1639 | 498 | 0.9868 | 0.4250 | 0.9868 | 0.9934 |
301
+ | 0.3141 | 8.1967 | 500 | 1.0114 | 0.4350 | 1.0114 | 1.0057 |
302
+ | 0.3141 | 8.2295 | 502 | 0.9839 | 0.3728 | 0.9839 | 0.9919 |
303
+ | 0.3141 | 8.2623 | 504 | 0.9334 | 0.3634 | 0.9334 | 0.9661 |
304
+ | 0.3141 | 8.2951 | 506 | 0.9081 | 0.3994 | 0.9081 | 0.9530 |
305
+ | 0.3141 | 8.3279 | 508 | 0.8528 | 0.4033 | 0.8528 | 0.9235 |
306
+ | 0.3141 | 8.3607 | 510 | 0.8284 | 0.3797 | 0.8284 | 0.9102 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
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