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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k17_task7_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k16_task7_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_run1_AugV5_k16_task7_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: 1.3320
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- - Qwk: 0.1001
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- - Mse: 1.3320
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- - Rmse: 1.1541
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  ## Model description
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@@ -47,288 +47,267 @@ 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 | 0.0526 | 2 | 2.6272 | -0.0593 | 2.6272 | 1.6209 |
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- | No log | 0.1053 | 4 | 1.3533 | 0.0412 | 1.3533 | 1.1633 |
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- | No log | 0.1579 | 6 | 1.1248 | -0.1866 | 1.1248 | 1.0606 |
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- | No log | 0.2105 | 8 | 1.2809 | -0.2576 | 1.2809 | 1.1317 |
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- | No log | 0.2632 | 10 | 1.1955 | -0.0609 | 1.1955 | 1.0934 |
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- | No log | 0.3158 | 12 | 1.2034 | -0.1027 | 1.2034 | 1.0970 |
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- | No log | 0.3684 | 14 | 1.1322 | 0.0868 | 1.1322 | 1.0641 |
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- | No log | 0.4211 | 16 | 1.0782 | 0.0943 | 1.0782 | 1.0384 |
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- | No log | 0.4737 | 18 | 1.0863 | 0.0391 | 1.0863 | 1.0423 |
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- | No log | 0.5263 | 20 | 1.1633 | -0.1081 | 1.1633 | 1.0786 |
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- | No log | 0.5789 | 22 | 1.0268 | 0.0419 | 1.0268 | 1.0133 |
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- | No log | 0.6316 | 24 | 0.9608 | -0.0054 | 0.9608 | 0.9802 |
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- | No log | 0.6842 | 26 | 0.9309 | -0.0103 | 0.9309 | 0.9648 |
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- | No log | 0.7368 | 28 | 0.9532 | 0.0208 | 0.9532 | 0.9763 |
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- | No log | 0.7895 | 30 | 0.9817 | 0.1268 | 0.9817 | 0.9908 |
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- | No log | 0.8421 | 32 | 1.0772 | 0.0958 | 1.0772 | 1.0379 |
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- | No log | 0.8947 | 34 | 1.0455 | 0.1103 | 1.0455 | 1.0225 |
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- | No log | 0.9474 | 36 | 1.0125 | -0.0472 | 1.0125 | 1.0062 |
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- | No log | 1.0 | 38 | 1.3162 | -0.0624 | 1.3162 | 1.1473 |
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- | No log | 1.0526 | 40 | 1.5613 | -0.0844 | 1.5613 | 1.2495 |
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- | No log | 1.1053 | 42 | 1.4443 | -0.0219 | 1.4443 | 1.2018 |
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- | No log | 1.1579 | 44 | 1.1554 | -0.0579 | 1.1554 | 1.0749 |
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- | No log | 1.2105 | 46 | 0.9541 | -0.0915 | 0.9541 | 0.9768 |
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- | No log | 1.2632 | 48 | 1.0257 | 0.1028 | 1.0257 | 1.0128 |
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- | No log | 1.3158 | 50 | 1.1605 | -0.0201 | 1.1605 | 1.0773 |
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- | No log | 1.3684 | 52 | 1.2818 | -0.0529 | 1.2818 | 1.1322 |
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- | No log | 1.4211 | 54 | 1.1967 | -0.0753 | 1.1967 | 1.0939 |
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- | No log | 1.4737 | 56 | 1.0339 | -0.0569 | 1.0339 | 1.0168 |
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- | No log | 1.5263 | 58 | 1.1166 | -0.1355 | 1.1166 | 1.0567 |
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- | No log | 1.5789 | 60 | 1.0974 | -0.1120 | 1.0974 | 1.0476 |
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- | No log | 1.6316 | 62 | 1.1324 | -0.1389 | 1.1324 | 1.0641 |
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- | No log | 1.6842 | 64 | 1.4684 | -0.1344 | 1.4684 | 1.2118 |
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- | No log | 1.7368 | 66 | 1.6105 | -0.1020 | 1.6105 | 1.2691 |
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- | No log | 1.7895 | 68 | 1.4591 | -0.1956 | 1.4591 | 1.2079 |
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- | No log | 1.8421 | 70 | 1.3797 | -0.2625 | 1.3797 | 1.1746 |
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- | No log | 1.8947 | 72 | 1.3951 | -0.1445 | 1.3951 | 1.1812 |
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- | No log | 1.9474 | 74 | 1.4090 | -0.1745 | 1.4090 | 1.1870 |
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- | No log | 2.0 | 76 | 1.4591 | -0.1263 | 1.4591 | 1.2079 |
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- | No log | 2.0526 | 78 | 1.6217 | -0.0934 | 1.6217 | 1.2735 |
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- | No log | 2.1053 | 80 | 1.6124 | -0.0973 | 1.6124 | 1.2698 |
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- | No log | 2.1579 | 82 | 1.4721 | -0.0703 | 1.4721 | 1.2133 |
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- | No log | 2.2105 | 84 | 1.3865 | -0.0980 | 1.3865 | 1.1775 |
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- | No log | 2.2632 | 86 | 1.3088 | -0.0693 | 1.3088 | 1.1440 |
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- | No log | 2.3158 | 88 | 1.1973 | 0.0012 | 1.1973 | 1.0942 |
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- | No log | 2.3684 | 90 | 1.1401 | 0.0184 | 1.1401 | 1.0678 |
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- | No log | 2.4211 | 92 | 1.1139 | 0.0162 | 1.1139 | 1.0554 |
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- | No log | 2.4737 | 94 | 1.1471 | -0.0358 | 1.1471 | 1.0710 |
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- | No log | 2.5263 | 96 | 1.1660 | 0.0445 | 1.1660 | 1.0798 |
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- | No log | 2.5789 | 98 | 1.1249 | -0.0274 | 1.1249 | 1.0606 |
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- | No log | 2.6316 | 100 | 1.1856 | -0.0077 | 1.1856 | 1.0889 |
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- | No log | 2.6842 | 102 | 1.3301 | 0.1004 | 1.3301 | 1.1533 |
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- | No log | 2.7368 | 104 | 1.4542 | 0.0633 | 1.4542 | 1.2059 |
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- | No log | 2.7895 | 106 | 1.2951 | 0.1479 | 1.2951 | 1.1380 |
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- | No log | 2.8421 | 108 | 1.0957 | 0.0378 | 1.0957 | 1.0468 |
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- | No log | 2.8947 | 110 | 1.1456 | 0.0327 | 1.1456 | 1.0703 |
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- | No log | 2.9474 | 112 | 1.3363 | 0.0900 | 1.3363 | 1.1560 |
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- | No log | 3.0 | 114 | 1.4209 | 0.1093 | 1.4209 | 1.1920 |
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- | No log | 3.0526 | 116 | 1.3002 | 0.0849 | 1.3002 | 1.1403 |
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- | No log | 3.1053 | 118 | 1.2707 | -0.0670 | 1.2707 | 1.1272 |
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- | No log | 3.1579 | 120 | 1.2686 | 0.0155 | 1.2686 | 1.1263 |
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- | No log | 3.2105 | 122 | 1.3567 | 0.0802 | 1.3567 | 1.1648 |
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- | No log | 3.2632 | 124 | 1.4959 | 0.1244 | 1.4959 | 1.2231 |
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- | No log | 3.3158 | 126 | 1.4456 | 0.0881 | 1.4456 | 1.2023 |
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- | No log | 3.3684 | 128 | 1.3504 | 0.0979 | 1.3504 | 1.1621 |
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- | No log | 3.4211 | 130 | 1.2982 | 0.1031 | 1.2982 | 1.1394 |
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- | No log | 3.4737 | 132 | 1.1884 | -0.0025 | 1.1884 | 1.0901 |
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- | No log | 3.5263 | 134 | 1.1406 | -0.0025 | 1.1406 | 1.0680 |
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- | No log | 3.5789 | 136 | 1.1312 | -0.0347 | 1.1312 | 1.0636 |
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- | No log | 3.6316 | 138 | 1.1819 | 0.0445 | 1.1819 | 1.0872 |
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- | No log | 3.6842 | 140 | 1.3570 | 0.1145 | 1.3570 | 1.1649 |
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- | No log | 3.7368 | 142 | 1.4555 | 0.0791 | 1.4555 | 1.2064 |
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- | No log | 3.7895 | 144 | 1.2284 | 0.0122 | 1.2284 | 1.1083 |
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- | No log | 3.8421 | 146 | 1.1816 | 0.0184 | 1.1816 | 1.0870 |
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- | No log | 3.8947 | 148 | 1.2713 | -0.0557 | 1.2713 | 1.1275 |
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- | No log | 3.9474 | 150 | 1.5083 | 0.1044 | 1.5083 | 1.2281 |
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- | No log | 4.0 | 152 | 1.7622 | 0.1336 | 1.7622 | 1.3275 |
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- | No log | 4.0526 | 154 | 1.6803 | 0.0240 | 1.6803 | 1.2963 |
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- | No log | 4.1053 | 156 | 1.3439 | 0.1146 | 1.3439 | 1.1593 |
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- | No log | 4.1579 | 158 | 1.0602 | -0.0619 | 1.0602 | 1.0297 |
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- | No log | 4.2105 | 160 | 1.0328 | -0.0826 | 1.0328 | 1.0163 |
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- | No log | 4.2632 | 162 | 1.0056 | 0.0255 | 1.0056 | 1.0028 |
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- | No log | 4.3158 | 164 | 1.0871 | 0.0653 | 1.0871 | 1.0427 |
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- | No log | 4.3684 | 166 | 1.3048 | -0.0391 | 1.3048 | 1.1423 |
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- | No log | 4.4211 | 168 | 1.3958 | -0.0391 | 1.3958 | 1.1815 |
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- | No log | 4.4737 | 170 | 1.3018 | -0.0027 | 1.3018 | 1.1410 |
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- | No log | 4.5263 | 172 | 1.2037 | 0.0218 | 1.2037 | 1.0971 |
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- | No log | 4.5789 | 174 | 1.2561 | -0.0137 | 1.2561 | 1.1208 |
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- | No log | 4.6316 | 176 | 1.4058 | 0.0736 | 1.4058 | 1.1856 |
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- | No log | 4.6842 | 178 | 1.4793 | 0.0399 | 1.4793 | 1.2163 |
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- | No log | 4.7368 | 180 | 1.5743 | -0.0149 | 1.5743 | 1.2547 |
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- | No log | 4.7895 | 182 | 1.5509 | -0.0149 | 1.5509 | 1.2454 |
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- | No log | 4.8421 | 184 | 1.5264 | 0.0353 | 1.5264 | 1.2355 |
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- | No log | 4.8947 | 186 | 1.3541 | 0.0838 | 1.3541 | 1.1637 |
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- | No log | 4.9474 | 188 | 1.2256 | -0.0383 | 1.2256 | 1.1071 |
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- | No log | 5.0 | 190 | 1.1887 | -0.0383 | 1.1887 | 1.0903 |
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- | No log | 5.0526 | 192 | 1.2135 | 0.0829 | 1.2135 | 1.1016 |
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- | No log | 5.1053 | 194 | 1.3819 | 0.1568 | 1.3819 | 1.1755 |
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- | No log | 5.1579 | 196 | 1.4520 | 0.1272 | 1.4520 | 1.2050 |
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- | No log | 5.2105 | 198 | 1.3716 | 0.0727 | 1.3716 | 1.1712 |
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- | No log | 5.2632 | 200 | 1.3325 | 0.0347 | 1.3325 | 1.1543 |
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- | No log | 5.3158 | 202 | 1.4383 | 0.1093 | 1.4383 | 1.1993 |
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- | No log | 5.3684 | 204 | 1.4776 | 0.0995 | 1.4776 | 1.2155 |
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- | No log | 5.4211 | 206 | 1.5165 | 0.1364 | 1.5165 | 1.2315 |
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- | No log | 5.4737 | 208 | 1.3261 | 0.1591 | 1.3261 | 1.1516 |
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- | No log | 5.5263 | 210 | 1.2516 | 0.1422 | 1.2516 | 1.1188 |
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- | No log | 5.5789 | 212 | 1.3070 | 0.1115 | 1.3070 | 1.1432 |
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- | No log | 5.6316 | 214 | 1.4062 | 0.0704 | 1.4062 | 1.1858 |
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- | No log | 5.6842 | 216 | 1.5987 | 0.0971 | 1.5987 | 1.2644 |
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- | No log | 5.7368 | 218 | 1.5846 | 0.0784 | 1.5846 | 1.2588 |
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- | No log | 5.7895 | 220 | 1.3652 | 0.0648 | 1.3652 | 1.1684 |
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- | No log | 5.8421 | 222 | 1.0989 | 0.0683 | 1.0989 | 1.0483 |
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- | No log | 5.8947 | 224 | 1.0070 | -0.0548 | 1.0070 | 1.0035 |
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- | No log | 5.9474 | 226 | 0.9901 | -0.0232 | 0.9901 | 0.9950 |
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- | No log | 6.0 | 228 | 1.0537 | 0.0683 | 1.0537 | 1.0265 |
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- | No log | 6.0526 | 230 | 1.2363 | 0.1356 | 1.2363 | 1.1119 |
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- | No log | 6.1053 | 232 | 1.3184 | 0.0676 | 1.3184 | 1.1482 |
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- | No log | 6.1579 | 234 | 1.2031 | 0.1557 | 1.2031 | 1.0969 |
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- | No log | 6.2105 | 236 | 1.1048 | 0.0293 | 1.1048 | 1.0511 |
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- | No log | 6.2632 | 238 | 1.0699 | -0.0566 | 1.0699 | 1.0343 |
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- | No log | 6.3158 | 240 | 1.0953 | 0.0332 | 1.0953 | 1.0466 |
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- | No log | 6.3684 | 242 | 1.1938 | 0.1557 | 1.1938 | 1.0926 |
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- | No log | 6.4211 | 244 | 1.1167 | 0.1623 | 1.1167 | 1.0567 |
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- | No log | 6.4737 | 246 | 1.0038 | 0.1285 | 1.0038 | 1.0019 |
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- | No log | 6.5263 | 248 | 1.0385 | 0.2358 | 1.0385 | 1.0191 |
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- | No log | 6.5789 | 250 | 1.2463 | 0.1260 | 1.2463 | 1.1164 |
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- | No log | 6.6316 | 252 | 1.3341 | 0.0852 | 1.3341 | 1.1550 |
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- | No log | 6.6842 | 254 | 1.2654 | 0.1262 | 1.2654 | 1.1249 |
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- | No log | 6.7368 | 256 | 1.1416 | 0.2358 | 1.1416 | 1.0685 |
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- | No log | 6.7895 | 258 | 1.1697 | 0.1422 | 1.1697 | 1.0815 |
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- | No log | 6.8421 | 260 | 1.2146 | -0.0280 | 1.2146 | 1.1021 |
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- | No log | 6.8947 | 262 | 1.2985 | 0.0784 | 1.2985 | 1.1395 |
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- | No log | 6.9474 | 264 | 1.3877 | 0.0553 | 1.3877 | 1.1780 |
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- | No log | 7.0 | 266 | 1.4555 | 0.0468 | 1.4555 | 1.2064 |
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- | No log | 7.0526 | 268 | 1.5085 | 0.0380 | 1.5085 | 1.2282 |
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- | No log | 7.1053 | 270 | 1.4206 | 0.0250 | 1.4206 | 1.1919 |
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- | No log | 7.1579 | 272 | 1.3622 | 0.0250 | 1.3622 | 1.1671 |
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- | No log | 7.2105 | 274 | 1.3214 | 0.1389 | 1.3214 | 1.1495 |
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- | No log | 7.2632 | 276 | 1.3251 | 0.1583 | 1.3251 | 1.1511 |
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- | No log | 7.3158 | 278 | 1.2972 | 0.1457 | 1.2972 | 1.1390 |
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- | No log | 7.3684 | 280 | 1.3482 | 0.1417 | 1.3482 | 1.1611 |
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- | No log | 7.4211 | 282 | 1.3706 | 0.0778 | 1.3706 | 1.1707 |
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- | No log | 7.4737 | 284 | 1.3768 | 0.0547 | 1.3768 | 1.1734 |
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- | No log | 7.5263 | 286 | 1.4180 | 0.0484 | 1.4180 | 1.1908 |
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- | No log | 7.5789 | 288 | 1.3911 | 0.0561 | 1.3911 | 1.1794 |
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- | No log | 7.6316 | 290 | 1.4432 | 0.0709 | 1.4432 | 1.2013 |
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- | No log | 7.6842 | 292 | 1.6881 | 0.1075 | 1.6881 | 1.2993 |
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- | No log | 7.7368 | 294 | 1.8291 | -0.0000 | 1.8291 | 1.3524 |
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- | No log | 7.7895 | 296 | 1.8516 | 0.0225 | 1.8516 | 1.3607 |
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- | No log | 7.8421 | 298 | 1.5830 | 0.0472 | 1.5830 | 1.2582 |
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- | No log | 7.8947 | 300 | 1.3361 | 0.1704 | 1.3361 | 1.1559 |
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- | No log | 7.9474 | 302 | 1.2760 | 0.1451 | 1.2760 | 1.1296 |
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- | No log | 8.0 | 304 | 1.2937 | 0.1485 | 1.2937 | 1.1374 |
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- | No log | 8.0526 | 306 | 1.3282 | 0.1348 | 1.3282 | 1.1525 |
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- | No log | 8.1053 | 308 | 1.4202 | 0.1018 | 1.4202 | 1.1917 |
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- | No log | 8.1579 | 310 | 1.4717 | 0.0971 | 1.4717 | 1.2131 |
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- | No log | 8.2105 | 312 | 1.3796 | 0.0898 | 1.3796 | 1.1746 |
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- | No log | 8.2632 | 314 | 1.2494 | 0.1528 | 1.2494 | 1.1178 |
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- | No log | 8.3158 | 316 | 1.1962 | 0.1632 | 1.1962 | 1.0937 |
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- | No log | 8.3684 | 318 | 1.2004 | 0.2287 | 1.2004 | 1.0956 |
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- | No log | 8.4211 | 320 | 1.3356 | 0.0977 | 1.3356 | 1.1557 |
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- | No log | 8.4737 | 322 | 1.4248 | 0.0835 | 1.4248 | 1.1936 |
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- | No log | 8.5263 | 324 | 1.3761 | 0.1383 | 1.3761 | 1.1731 |
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- | No log | 8.5789 | 326 | 1.3142 | 0.1352 | 1.3142 | 1.1464 |
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- | No log | 8.6316 | 328 | 1.3028 | 0.1689 | 1.3028 | 1.1414 |
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- | No log | 8.6842 | 330 | 1.3180 | 0.1317 | 1.3180 | 1.1481 |
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- | No log | 8.7368 | 332 | 1.2313 | 0.1803 | 1.2313 | 1.1096 |
218
- | No log | 8.7895 | 334 | 1.1812 | 0.1843 | 1.1812 | 1.0869 |
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- | No log | 8.8421 | 336 | 1.1368 | 0.1897 | 1.1368 | 1.0662 |
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- | No log | 8.8947 | 338 | 1.2016 | 0.2437 | 1.2016 | 1.0962 |
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- | No log | 8.9474 | 340 | 1.2842 | 0.1646 | 1.2842 | 1.1332 |
222
- | No log | 9.0 | 342 | 1.2743 | 0.1646 | 1.2743 | 1.1288 |
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- | No log | 9.0526 | 344 | 1.1670 | 0.2075 | 1.1670 | 1.0803 |
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- | No log | 9.1053 | 346 | 1.1515 | 0.2297 | 1.1515 | 1.0731 |
225
- | No log | 9.1579 | 348 | 1.2459 | 0.1896 | 1.2459 | 1.1162 |
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- | No log | 9.2105 | 350 | 1.4506 | 0.1823 | 1.4506 | 1.2044 |
227
- | No log | 9.2632 | 352 | 1.7308 | 0.1500 | 1.7308 | 1.3156 |
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- | No log | 9.3158 | 354 | 1.6680 | 0.1233 | 1.6680 | 1.2915 |
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- | No log | 9.3684 | 356 | 1.4124 | 0.1814 | 1.4124 | 1.1885 |
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- | No log | 9.4211 | 358 | 1.2230 | 0.2252 | 1.2230 | 1.1059 |
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- | No log | 9.4737 | 360 | 1.1022 | 0.1077 | 1.1022 | 1.0499 |
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- | No log | 9.5263 | 362 | 1.0707 | 0.1501 | 1.0707 | 1.0348 |
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- | No log | 9.5789 | 364 | 1.1843 | 0.2075 | 1.1843 | 1.0882 |
234
- | No log | 9.6316 | 366 | 1.3572 | 0.1205 | 1.3572 | 1.1650 |
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- | No log | 9.6842 | 368 | 1.4103 | 0.1367 | 1.4103 | 1.1876 |
236
- | No log | 9.7368 | 370 | 1.3123 | 0.2079 | 1.3123 | 1.1456 |
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- | No log | 9.7895 | 372 | 1.1896 | 0.1374 | 1.1896 | 1.0907 |
238
- | No log | 9.8421 | 374 | 1.1201 | 0.0034 | 1.1201 | 1.0583 |
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- | No log | 9.8947 | 376 | 1.1561 | 0.1178 | 1.1561 | 1.0752 |
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- | No log | 9.9474 | 378 | 1.2647 | 0.1356 | 1.2647 | 1.1246 |
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- | No log | 10.0 | 380 | 1.3433 | 0.1646 | 1.3433 | 1.1590 |
242
- | No log | 10.0526 | 382 | 1.3745 | 0.1367 | 1.3745 | 1.1724 |
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- | No log | 10.1053 | 384 | 1.3031 | 0.1427 | 1.3031 | 1.1415 |
244
- | No log | 10.1579 | 386 | 1.2048 | 0.2316 | 1.2048 | 1.0976 |
245
- | No log | 10.2105 | 388 | 1.1644 | 0.1612 | 1.1644 | 1.0791 |
246
- | No log | 10.2632 | 390 | 1.1378 | 0.1110 | 1.1378 | 1.0667 |
247
- | No log | 10.3158 | 392 | 1.1937 | 0.2059 | 1.1937 | 1.0926 |
248
- | No log | 10.3684 | 394 | 1.3514 | 0.1275 | 1.3514 | 1.1625 |
249
- | No log | 10.4211 | 396 | 1.5207 | 0.0655 | 1.5207 | 1.2332 |
250
- | No log | 10.4737 | 398 | 1.4900 | 0.0501 | 1.4900 | 1.2207 |
251
- | No log | 10.5263 | 400 | 1.3108 | 0.1367 | 1.3108 | 1.1449 |
252
- | No log | 10.5789 | 402 | 1.1344 | 0.2308 | 1.1344 | 1.0651 |
253
- | No log | 10.6316 | 404 | 1.0589 | 0.1777 | 1.0589 | 1.0290 |
254
- | No log | 10.6842 | 406 | 1.0670 | 0.2046 | 1.0670 | 1.0330 |
255
- | No log | 10.7368 | 408 | 1.1435 | 0.1869 | 1.1435 | 1.0693 |
256
- | No log | 10.7895 | 410 | 1.2825 | 0.1453 | 1.2825 | 1.1325 |
257
- | No log | 10.8421 | 412 | 1.4768 | 0.0655 | 1.4768 | 1.2152 |
258
- | No log | 10.8947 | 414 | 1.5056 | 0.0886 | 1.5056 | 1.2270 |
259
- | No log | 10.9474 | 416 | 1.3408 | 0.1144 | 1.3408 | 1.1579 |
260
- | No log | 11.0 | 418 | 1.1903 | 0.1268 | 1.1903 | 1.0910 |
261
- | No log | 11.0526 | 420 | 1.1302 | 0.1214 | 1.1302 | 1.0631 |
262
- | No log | 11.1053 | 422 | 1.1357 | 0.1214 | 1.1357 | 1.0657 |
263
- | No log | 11.1579 | 424 | 1.0860 | 0.0993 | 1.0860 | 1.0421 |
264
- | No log | 11.2105 | 426 | 1.0449 | 0.1065 | 1.0449 | 1.0222 |
265
- | No log | 11.2632 | 428 | 1.0439 | 0.0958 | 1.0439 | 1.0217 |
266
- | No log | 11.3158 | 430 | 1.1372 | 0.2000 | 1.1372 | 1.0664 |
267
- | No log | 11.3684 | 432 | 1.2060 | 0.2141 | 1.2060 | 1.0982 |
268
- | No log | 11.4211 | 434 | 1.1978 | 0.2141 | 1.1978 | 1.0944 |
269
- | No log | 11.4737 | 436 | 1.1344 | 0.1911 | 1.1344 | 1.0651 |
270
- | No log | 11.5263 | 438 | 1.1100 | 0.1461 | 1.1100 | 1.0536 |
271
- | No log | 11.5789 | 440 | 1.1852 | 0.1238 | 1.1852 | 1.0887 |
272
- | No log | 11.6316 | 442 | 1.3966 | 0.1441 | 1.3966 | 1.1818 |
273
- | No log | 11.6842 | 444 | 1.5455 | 0.1517 | 1.5455 | 1.2432 |
274
- | No log | 11.7368 | 446 | 1.5357 | 0.1517 | 1.5357 | 1.2392 |
275
- | No log | 11.7895 | 448 | 1.3559 | 0.1525 | 1.3559 | 1.1644 |
276
- | No log | 11.8421 | 450 | 1.2280 | 0.0957 | 1.2280 | 1.1081 |
277
- | No log | 11.8947 | 452 | 1.2340 | 0.1204 | 1.2340 | 1.1109 |
278
- | No log | 11.9474 | 454 | 1.3519 | 0.2006 | 1.3519 | 1.1627 |
279
- | No log | 12.0 | 456 | 1.3965 | 0.1679 | 1.3965 | 1.1817 |
280
- | No log | 12.0526 | 458 | 1.2843 | 0.1795 | 1.2843 | 1.1333 |
281
- | No log | 12.1053 | 460 | 1.1061 | 0.1312 | 1.1061 | 1.0517 |
282
- | No log | 12.1579 | 462 | 1.0343 | 0.1493 | 1.0343 | 1.0170 |
283
- | No log | 12.2105 | 464 | 1.0546 | 0.1144 | 1.0546 | 1.0269 |
284
- | No log | 12.2632 | 466 | 1.1759 | 0.1348 | 1.1759 | 1.0844 |
285
- | No log | 12.3158 | 468 | 1.4243 | 0.1679 | 1.4243 | 1.1934 |
286
- | No log | 12.3684 | 470 | 1.6264 | 0.0811 | 1.6264 | 1.2753 |
287
- | No log | 12.4211 | 472 | 1.6161 | 0.0777 | 1.6161 | 1.2713 |
288
- | No log | 12.4737 | 474 | 1.4058 | 0.2264 | 1.4058 | 1.1857 |
289
- | No log | 12.5263 | 476 | 1.4428 | 0.2177 | 1.4428 | 1.2012 |
290
- | No log | 12.5789 | 478 | 1.4091 | 0.2177 | 1.4092 | 1.1871 |
291
- | No log | 12.6316 | 480 | 1.3918 | 0.2177 | 1.3918 | 1.1797 |
292
- | No log | 12.6842 | 482 | 1.3376 | 0.1739 | 1.3376 | 1.1566 |
293
- | No log | 12.7368 | 484 | 1.1680 | 0.1110 | 1.1680 | 1.0807 |
294
- | No log | 12.7895 | 486 | 1.1449 | 0.0829 | 1.1449 | 1.0700 |
295
- | No log | 12.8421 | 488 | 1.2148 | 0.1827 | 1.2148 | 1.1022 |
296
- | No log | 12.8947 | 490 | 1.4670 | 0.0849 | 1.4670 | 1.2112 |
297
- | No log | 12.9474 | 492 | 1.7159 | 0.0632 | 1.7159 | 1.3099 |
298
- | No log | 13.0 | 494 | 1.6942 | 0.0465 | 1.6942 | 1.3016 |
299
- | No log | 13.0526 | 496 | 1.5254 | 0.0551 | 1.5254 | 1.2351 |
300
- | No log | 13.1053 | 498 | 1.3035 | 0.1499 | 1.3035 | 1.1417 |
301
- | 0.3298 | 13.1579 | 500 | 1.2206 | 0.1348 | 1.2206 | 1.1048 |
302
- | 0.3298 | 13.2105 | 502 | 1.2353 | 0.1348 | 1.2353 | 1.1114 |
303
- | 0.3298 | 13.2632 | 504 | 1.2842 | 0.1737 | 1.2842 | 1.1332 |
304
- | 0.3298 | 13.3158 | 506 | 1.4575 | 0.0770 | 1.4575 | 1.2073 |
305
- | 0.3298 | 13.3684 | 508 | 1.5466 | 0.0888 | 1.5466 | 1.2436 |
306
- | 0.3298 | 13.4211 | 510 | 1.4426 | 0.0770 | 1.4426 | 1.2011 |
307
- | 0.3298 | 13.4737 | 512 | 1.2684 | 0.1352 | 1.2684 | 1.1262 |
308
- | 0.3298 | 13.5263 | 514 | 1.2151 | 0.1940 | 1.2151 | 1.1023 |
309
- | 0.3298 | 13.5789 | 516 | 1.2254 | 0.1557 | 1.2254 | 1.1070 |
310
- | 0.3298 | 13.6316 | 518 | 1.2575 | 0.2437 | 1.2575 | 1.1214 |
311
- | 0.3298 | 13.6842 | 520 | 1.3222 | 0.1784 | 1.3222 | 1.1499 |
312
- | 0.3298 | 13.7368 | 522 | 1.2983 | 0.1784 | 1.2983 | 1.1394 |
313
- | 0.3298 | 13.7895 | 524 | 1.3175 | 0.1784 | 1.3175 | 1.1478 |
314
- | 0.3298 | 13.8421 | 526 | 1.3509 | 0.1490 | 1.3509 | 1.1623 |
315
- | 0.3298 | 13.8947 | 528 | 1.3431 | 0.1490 | 1.3431 | 1.1589 |
316
- | 0.3298 | 13.9474 | 530 | 1.2071 | 0.2032 | 1.2071 | 1.0987 |
317
- | 0.3298 | 14.0 | 532 | 1.1503 | 0.2119 | 1.1503 | 1.0725 |
318
- | 0.3298 | 14.0526 | 534 | 1.2271 | 0.1949 | 1.2271 | 1.1078 |
319
- | 0.3298 | 14.1053 | 536 | 1.4104 | 0.0826 | 1.4104 | 1.1876 |
320
- | 0.3298 | 14.1579 | 538 | 1.6051 | 0.0267 | 1.6051 | 1.2669 |
321
- | 0.3298 | 14.2105 | 540 | 1.5884 | 0.0290 | 1.5884 | 1.2603 |
322
- | 0.3298 | 14.2632 | 542 | 1.4778 | 0.0803 | 1.4778 | 1.2157 |
323
- | 0.3298 | 14.3158 | 544 | 1.2949 | 0.1530 | 1.2949 | 1.1379 |
324
- | 0.3298 | 14.3684 | 546 | 1.1395 | 0.2411 | 1.1395 | 1.0675 |
325
- | 0.3298 | 14.4211 | 548 | 1.1483 | 0.2164 | 1.1483 | 1.0716 |
326
- | 0.3298 | 14.4737 | 550 | 1.2543 | 0.2529 | 1.2543 | 1.1199 |
327
- | 0.3298 | 14.5263 | 552 | 1.4011 | 0.1119 | 1.4011 | 1.1837 |
328
- | 0.3298 | 14.5789 | 554 | 1.4843 | 0.1019 | 1.4843 | 1.2183 |
329
- | 0.3298 | 14.6316 | 556 | 1.4385 | 0.0855 | 1.4385 | 1.1994 |
330
- | 0.3298 | 14.6842 | 558 | 1.3741 | 0.1203 | 1.3741 | 1.1722 |
331
- | 0.3298 | 14.7368 | 560 | 1.3320 | 0.1001 | 1.3320 | 1.1541 |
332
 
333
 
334
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k17_task7_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_run1_AugV5_k17_task7_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: 1.0676
19
+ - Qwk: 0.2683
20
+ - Mse: 1.0676
21
+ - Rmse: 1.0333
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.05 | 2 | 2.7815 | -0.0481 | 2.7815 | 1.6678 |
53
+ | No log | 0.1 | 4 | 1.7927 | 0.0061 | 1.7927 | 1.3389 |
54
+ | No log | 0.15 | 6 | 2.0211 | -0.1653 | 2.0211 | 1.4217 |
55
+ | No log | 0.2 | 8 | 1.3569 | -0.1328 | 1.3569 | 1.1648 |
56
+ | No log | 0.25 | 10 | 1.0144 | 0.0054 | 1.0144 | 1.0072 |
57
+ | No log | 0.3 | 12 | 0.9010 | 0.1461 | 0.9010 | 0.9492 |
58
+ | No log | 0.35 | 14 | 0.9014 | 0.1534 | 0.9014 | 0.9494 |
59
+ | No log | 0.4 | 16 | 0.8922 | 0.1636 | 0.8922 | 0.9445 |
60
+ | No log | 0.45 | 18 | 0.8487 | 0.0679 | 0.8487 | 0.9212 |
61
+ | No log | 0.5 | 20 | 0.9147 | 0.1511 | 0.9147 | 0.9564 |
62
+ | No log | 0.55 | 22 | 1.0285 | 0.1259 | 1.0285 | 1.0141 |
63
+ | No log | 0.6 | 24 | 1.0813 | 0.0986 | 1.0813 | 1.0398 |
64
+ | No log | 0.65 | 26 | 0.8837 | 0.2132 | 0.8837 | 0.9401 |
65
+ | No log | 0.7 | 28 | 0.7961 | 0.0937 | 0.7961 | 0.8922 |
66
+ | No log | 0.75 | 30 | 0.7689 | 0.0481 | 0.7689 | 0.8769 |
67
+ | No log | 0.8 | 32 | 0.7462 | 0.0481 | 0.7462 | 0.8638 |
68
+ | No log | 0.85 | 34 | 0.7381 | 0.0884 | 0.7381 | 0.8591 |
69
+ | No log | 0.9 | 36 | 0.7520 | 0.0 | 0.7520 | 0.8672 |
70
+ | No log | 0.95 | 38 | 0.7783 | 0.0481 | 0.7783 | 0.8822 |
71
+ | No log | 1.0 | 40 | 0.7709 | 0.0 | 0.7709 | 0.8780 |
72
+ | No log | 1.05 | 42 | 0.7433 | 0.0 | 0.7433 | 0.8622 |
73
+ | No log | 1.1 | 44 | 0.7383 | 0.0 | 0.7383 | 0.8592 |
74
+ | No log | 1.15 | 46 | 0.7397 | 0.0 | 0.7397 | 0.8601 |
75
+ | No log | 1.2 | 48 | 0.7337 | 0.0884 | 0.7337 | 0.8566 |
76
+ | No log | 1.25 | 50 | 0.7301 | 0.1236 | 0.7301 | 0.8544 |
77
+ | No log | 1.3 | 52 | 0.7242 | 0.1456 | 0.7242 | 0.8510 |
78
+ | No log | 1.35 | 54 | 0.7434 | 0.1807 | 0.7434 | 0.8622 |
79
+ | No log | 1.4 | 56 | 0.7364 | 0.1508 | 0.7364 | 0.8581 |
80
+ | No log | 1.45 | 58 | 0.7273 | 0.1187 | 0.7273 | 0.8528 |
81
+ | No log | 1.5 | 60 | 0.7258 | 0.0840 | 0.7258 | 0.8520 |
82
+ | No log | 1.55 | 62 | 0.7335 | 0.0444 | 0.7335 | 0.8564 |
83
+ | No log | 1.6 | 64 | 0.7513 | 0.0937 | 0.7513 | 0.8668 |
84
+ | No log | 1.65 | 66 | 0.7398 | 0.0481 | 0.7398 | 0.8601 |
85
+ | No log | 1.7 | 68 | 0.7442 | 0.0 | 0.7442 | 0.8627 |
86
+ | No log | 1.75 | 70 | 0.7480 | 0.0 | 0.7480 | 0.8649 |
87
+ | No log | 1.8 | 72 | 0.7431 | -0.0027 | 0.7431 | 0.8620 |
88
+ | No log | 1.85 | 74 | 0.7483 | 0.0893 | 0.7483 | 0.8651 |
89
+ | No log | 1.9 | 76 | 0.7506 | 0.0026 | 0.7506 | 0.8664 |
90
+ | No log | 1.95 | 78 | 0.7455 | 0.0026 | 0.7455 | 0.8634 |
91
+ | No log | 2.0 | 80 | 0.7296 | 0.0764 | 0.7296 | 0.8542 |
92
+ | No log | 2.05 | 82 | 0.7244 | 0.0410 | 0.7244 | 0.8511 |
93
+ | No log | 2.1 | 84 | 0.7185 | 0.0481 | 0.7185 | 0.8476 |
94
+ | No log | 2.15 | 86 | 0.7201 | 0.0481 | 0.7201 | 0.8486 |
95
+ | No log | 2.2 | 88 | 0.7684 | 0.0688 | 0.7684 | 0.8766 |
96
+ | No log | 2.25 | 90 | 0.8471 | -0.0047 | 0.8471 | 0.9204 |
97
+ | No log | 2.3 | 92 | 0.9219 | 0.0336 | 0.9219 | 0.9602 |
98
+ | No log | 2.35 | 94 | 0.8593 | 0.0661 | 0.8593 | 0.9270 |
99
+ | No log | 2.4 | 96 | 0.7927 | 0.1448 | 0.7927 | 0.8903 |
100
+ | No log | 2.45 | 98 | 0.7396 | 0.2158 | 0.7396 | 0.8600 |
101
+ | No log | 2.5 | 100 | 0.7441 | 0.2158 | 0.7441 | 0.8626 |
102
+ | No log | 2.55 | 102 | 0.7275 | 0.1867 | 0.7275 | 0.8530 |
103
+ | No log | 2.6 | 104 | 0.7325 | 0.2509 | 0.7325 | 0.8559 |
104
+ | No log | 2.65 | 106 | 0.7702 | 0.2218 | 0.7702 | 0.8776 |
105
+ | No log | 2.7 | 108 | 0.7711 | 0.2158 | 0.7711 | 0.8781 |
106
+ | No log | 2.75 | 110 | 0.7585 | 0.2158 | 0.7585 | 0.8709 |
107
+ | No log | 2.8 | 112 | 0.7625 | 0.2158 | 0.7625 | 0.8732 |
108
+ | No log | 2.85 | 114 | 0.7762 | 0.2413 | 0.7762 | 0.8810 |
109
+ | No log | 2.9 | 116 | 0.7775 | 0.1901 | 0.7775 | 0.8818 |
110
+ | No log | 2.95 | 118 | 0.7895 | 0.2847 | 0.7895 | 0.8886 |
111
+ | No log | 3.0 | 120 | 0.7612 | 0.1624 | 0.7612 | 0.8724 |
112
+ | No log | 3.05 | 122 | 0.7445 | 0.2158 | 0.7445 | 0.8629 |
113
+ | No log | 3.1 | 124 | 0.7593 | 0.1010 | 0.7593 | 0.8714 |
114
+ | No log | 3.15 | 126 | 0.8076 | 0.0971 | 0.8076 | 0.8986 |
115
+ | No log | 3.2 | 128 | 0.7975 | 0.0971 | 0.7975 | 0.8930 |
116
+ | No log | 3.25 | 130 | 0.7766 | 0.0697 | 0.7766 | 0.8812 |
117
+ | No log | 3.3 | 132 | 0.7984 | 0.1051 | 0.7984 | 0.8935 |
118
+ | No log | 3.35 | 134 | 0.9101 | 0.2149 | 0.9101 | 0.9540 |
119
+ | No log | 3.4 | 136 | 1.0361 | 0.2521 | 1.0361 | 1.0179 |
120
+ | No log | 3.45 | 138 | 1.0476 | 0.2364 | 1.0476 | 1.0235 |
121
+ | No log | 3.5 | 140 | 0.9632 | 0.1995 | 0.9632 | 0.9814 |
122
+ | No log | 3.55 | 142 | 0.9064 | 0.0584 | 0.9064 | 0.9521 |
123
+ | No log | 3.6 | 144 | 0.8631 | 0.0697 | 0.8631 | 0.9290 |
124
+ | No log | 3.65 | 146 | 0.9331 | 0.0975 | 0.9331 | 0.9660 |
125
+ | No log | 3.7 | 148 | 0.9420 | 0.0856 | 0.9420 | 0.9706 |
126
+ | No log | 3.75 | 150 | 0.9851 | 0.2193 | 0.9851 | 0.9925 |
127
+ | No log | 3.8 | 152 | 0.9770 | 0.2892 | 0.9770 | 0.9885 |
128
+ | No log | 3.85 | 154 | 0.9237 | 0.2439 | 0.9237 | 0.9611 |
129
+ | No log | 3.9 | 156 | 0.8649 | 0.2943 | 0.8649 | 0.9300 |
130
+ | No log | 3.95 | 158 | 0.8627 | 0.3369 | 0.8627 | 0.9288 |
131
+ | No log | 4.0 | 160 | 0.9110 | 0.2912 | 0.9110 | 0.9544 |
132
+ | No log | 4.05 | 162 | 0.8747 | 0.3115 | 0.8747 | 0.9353 |
133
+ | No log | 4.1 | 164 | 0.8485 | 0.3157 | 0.8485 | 0.9211 |
134
+ | No log | 4.15 | 166 | 0.8876 | 0.2059 | 0.8876 | 0.9421 |
135
+ | No log | 4.2 | 168 | 0.8396 | 0.2662 | 0.8396 | 0.9163 |
136
+ | No log | 4.25 | 170 | 0.7145 | 0.3020 | 0.7145 | 0.8453 |
137
+ | No log | 4.3 | 172 | 0.6763 | 0.1829 | 0.6763 | 0.8224 |
138
+ | No log | 4.35 | 174 | 0.6848 | 0.2181 | 0.6848 | 0.8275 |
139
+ | No log | 4.4 | 176 | 0.7393 | 0.4052 | 0.7393 | 0.8598 |
140
+ | No log | 4.45 | 178 | 0.8544 | 0.4251 | 0.8544 | 0.9243 |
141
+ | No log | 4.5 | 180 | 0.8607 | 0.3754 | 0.8607 | 0.9277 |
142
+ | No log | 4.55 | 182 | 0.8286 | 0.4251 | 0.8286 | 0.9103 |
143
+ | No log | 4.6 | 184 | 0.7767 | 0.3167 | 0.7767 | 0.8813 |
144
+ | No log | 4.65 | 186 | 0.7748 | 0.3167 | 0.7748 | 0.8802 |
145
+ | No log | 4.7 | 188 | 0.7632 | 0.3622 | 0.7632 | 0.8736 |
146
+ | No log | 4.75 | 190 | 0.7500 | 0.3341 | 0.7500 | 0.8660 |
147
+ | No log | 4.8 | 192 | 0.7483 | 0.2950 | 0.7483 | 0.8651 |
148
+ | No log | 4.85 | 194 | 0.7769 | 0.4642 | 0.7769 | 0.8814 |
149
+ | No log | 4.9 | 196 | 0.7819 | 0.5120 | 0.7819 | 0.8843 |
150
+ | No log | 4.95 | 198 | 0.8057 | 0.3789 | 0.8057 | 0.8976 |
151
+ | No log | 5.0 | 200 | 0.8061 | 0.2950 | 0.8061 | 0.8978 |
152
+ | No log | 5.05 | 202 | 0.8570 | 0.2967 | 0.8570 | 0.9257 |
153
+ | No log | 5.1 | 204 | 0.8946 | 0.4462 | 0.8946 | 0.9458 |
154
+ | No log | 5.15 | 206 | 0.8111 | 0.3372 | 0.8111 | 0.9006 |
155
+ | No log | 5.2 | 208 | 0.7667 | 0.2847 | 0.7667 | 0.8756 |
156
+ | No log | 5.25 | 210 | 0.8306 | 0.4247 | 0.8306 | 0.9114 |
157
+ | No log | 5.3 | 212 | 0.9020 | 0.3333 | 0.9020 | 0.9498 |
158
+ | No log | 5.35 | 214 | 0.9648 | 0.3727 | 0.9648 | 0.9822 |
159
+ | No log | 5.4 | 216 | 0.9330 | 0.3012 | 0.9330 | 0.9659 |
160
+ | No log | 5.45 | 218 | 0.9431 | 0.2779 | 0.9431 | 0.9712 |
161
+ | No log | 5.5 | 220 | 0.8969 | 0.1029 | 0.8969 | 0.9471 |
162
+ | No log | 5.55 | 222 | 0.8776 | 0.1918 | 0.8776 | 0.9368 |
163
+ | No log | 5.6 | 224 | 0.8238 | 0.1935 | 0.8238 | 0.9076 |
164
+ | No log | 5.65 | 226 | 0.7614 | 0.3127 | 0.7614 | 0.8726 |
165
+ | No log | 5.7 | 228 | 0.7729 | 0.3399 | 0.7729 | 0.8791 |
166
+ | No log | 5.75 | 230 | 0.8301 | 0.3425 | 0.8301 | 0.9111 |
167
+ | No log | 5.8 | 232 | 0.9000 | 0.3579 | 0.9000 | 0.9487 |
168
+ | No log | 5.85 | 234 | 0.9826 | 0.2886 | 0.9826 | 0.9913 |
169
+ | No log | 5.9 | 236 | 1.0048 | 0.3059 | 1.0048 | 1.0024 |
170
+ | No log | 5.95 | 238 | 0.9560 | 0.2886 | 0.9560 | 0.9778 |
171
+ | No log | 6.0 | 240 | 0.9846 | 0.2886 | 0.9846 | 0.9923 |
172
+ | No log | 6.05 | 242 | 1.0053 | 0.3247 | 1.0053 | 1.0026 |
173
+ | No log | 6.1 | 244 | 0.8946 | 0.2923 | 0.8946 | 0.9458 |
174
+ | No log | 6.15 | 246 | 0.8653 | 0.2518 | 0.8653 | 0.9302 |
175
+ | No log | 6.2 | 248 | 0.8387 | 0.3127 | 0.8387 | 0.9158 |
176
+ | No log | 6.25 | 250 | 0.8439 | 0.3060 | 0.8439 | 0.9187 |
177
+ | No log | 6.3 | 252 | 0.8582 | 0.2632 | 0.8582 | 0.9264 |
178
+ | No log | 6.35 | 254 | 0.9131 | 0.4113 | 0.9131 | 0.9556 |
179
+ | No log | 6.4 | 256 | 0.9065 | 0.4113 | 0.9065 | 0.9521 |
180
+ | No log | 6.45 | 258 | 0.8590 | 0.4462 | 0.8590 | 0.9268 |
181
+ | No log | 6.5 | 260 | 0.8227 | 0.3169 | 0.8227 | 0.9070 |
182
+ | No log | 6.55 | 262 | 0.8932 | 0.3371 | 0.8932 | 0.9451 |
183
+ | No log | 6.6 | 264 | 1.0092 | 0.2802 | 1.0092 | 1.0046 |
184
+ | No log | 6.65 | 266 | 1.0151 | 0.2926 | 1.0151 | 1.0075 |
185
+ | No log | 6.7 | 268 | 0.9591 | 0.3417 | 0.9591 | 0.9794 |
186
+ | No log | 6.75 | 270 | 0.9389 | 0.3579 | 0.9389 | 0.9690 |
187
+ | No log | 6.8 | 272 | 0.9699 | 0.3302 | 0.9699 | 0.9848 |
188
+ | No log | 6.85 | 274 | 1.0013 | 0.2501 | 1.0013 | 1.0007 |
189
+ | No log | 6.9 | 276 | 1.0755 | 0.2264 | 1.0755 | 1.0371 |
190
+ | No log | 6.95 | 278 | 1.1285 | 0.2264 | 1.1285 | 1.0623 |
191
+ | No log | 7.0 | 280 | 1.0357 | 0.2796 | 1.0357 | 1.0177 |
192
+ | No log | 7.05 | 282 | 0.9956 | 0.3608 | 0.9956 | 0.9978 |
193
+ | No log | 7.1 | 284 | 0.9900 | 0.3557 | 0.9900 | 0.9950 |
194
+ | No log | 7.15 | 286 | 0.9507 | 0.3557 | 0.9507 | 0.9751 |
195
+ | No log | 7.2 | 288 | 0.8655 | 0.4862 | 0.8655 | 0.9303 |
196
+ | No log | 7.25 | 290 | 0.8401 | 0.4144 | 0.8401 | 0.9166 |
197
+ | No log | 7.3 | 292 | 0.8795 | 0.4462 | 0.8795 | 0.9378 |
198
+ | No log | 7.35 | 294 | 1.0027 | 0.2732 | 1.0027 | 1.0014 |
199
+ | No log | 7.4 | 296 | 1.0642 | 0.1981 | 1.0642 | 1.0316 |
200
+ | No log | 7.45 | 298 | 1.0066 | 0.3114 | 1.0066 | 1.0033 |
201
+ | No log | 7.5 | 300 | 0.8917 | 0.4541 | 0.8917 | 0.9443 |
202
+ | No log | 7.55 | 302 | 0.8794 | 0.5077 | 0.8794 | 0.9378 |
203
+ | No log | 7.6 | 304 | 0.9474 | 0.4044 | 0.9474 | 0.9733 |
204
+ | No log | 7.65 | 306 | 0.9984 | 0.3031 | 0.9984 | 0.9992 |
205
+ | No log | 7.7 | 308 | 0.9133 | 0.4114 | 0.9133 | 0.9557 |
206
+ | No log | 7.75 | 310 | 0.7844 | 0.2605 | 0.7844 | 0.8857 |
207
+ | No log | 7.8 | 312 | 0.7335 | 0.2809 | 0.7335 | 0.8564 |
208
+ | No log | 7.85 | 314 | 0.7312 | 0.2809 | 0.7312 | 0.8551 |
209
+ | No log | 7.9 | 316 | 0.7909 | 0.3121 | 0.7909 | 0.8893 |
210
+ | No log | 7.95 | 318 | 1.0015 | 0.2389 | 1.0015 | 1.0007 |
211
+ | No log | 8.0 | 320 | 1.2296 | 0.1391 | 1.2296 | 1.1089 |
212
+ | No log | 8.05 | 322 | 1.4373 | 0.1122 | 1.4373 | 1.1989 |
213
+ | No log | 8.1 | 324 | 1.4303 | 0.1122 | 1.4303 | 1.1960 |
214
+ | No log | 8.15 | 326 | 1.2038 | 0.1654 | 1.2038 | 1.0972 |
215
+ | No log | 8.2 | 328 | 0.9614 | 0.2075 | 0.9614 | 0.9805 |
216
+ | No log | 8.25 | 330 | 0.8355 | 0.3564 | 0.8355 | 0.9141 |
217
+ | No log | 8.3 | 332 | 0.8083 | 0.4329 | 0.8083 | 0.8991 |
218
+ | No log | 8.35 | 334 | 0.8333 | 0.4644 | 0.8333 | 0.9129 |
219
+ | No log | 8.4 | 336 | 0.8453 | 0.4627 | 0.8453 | 0.9194 |
220
+ | No log | 8.45 | 338 | 0.8036 | 0.4167 | 0.8036 | 0.8965 |
221
+ | No log | 8.5 | 340 | 0.7977 | 0.3399 | 0.7977 | 0.8931 |
222
+ | No log | 8.55 | 342 | 0.8403 | 0.3544 | 0.8403 | 0.9167 |
223
+ | No log | 8.6 | 344 | 0.8785 | 0.3121 | 0.8785 | 0.9373 |
224
+ | No log | 8.65 | 346 | 0.9207 | 0.3207 | 0.9207 | 0.9595 |
225
+ | No log | 8.7 | 348 | 0.9339 | 0.2669 | 0.9339 | 0.9664 |
226
+ | No log | 8.75 | 350 | 0.8966 | 0.3677 | 0.8966 | 0.9469 |
227
+ | No log | 8.8 | 352 | 0.8942 | 0.3329 | 0.8942 | 0.9456 |
228
+ | No log | 8.85 | 354 | 0.9491 | 0.3560 | 0.9491 | 0.9742 |
229
+ | No log | 8.9 | 356 | 1.1092 | 0.2520 | 1.1092 | 1.0532 |
230
+ | No log | 8.95 | 358 | 1.2857 | 0.2197 | 1.2857 | 1.1339 |
231
+ | No log | 9.0 | 360 | 1.3019 | 0.1793 | 1.3019 | 1.1410 |
232
+ | No log | 9.05 | 362 | 1.1466 | 0.2191 | 1.1466 | 1.0708 |
233
+ | No log | 9.1 | 364 | 0.9258 | 0.4113 | 0.9258 | 0.9622 |
234
+ | No log | 9.15 | 366 | 0.8345 | 0.3746 | 0.8345 | 0.9135 |
235
+ | No log | 9.2 | 368 | 0.8240 | 0.3972 | 0.8240 | 0.9077 |
236
+ | No log | 9.25 | 370 | 0.8596 | 0.4462 | 0.8596 | 0.9271 |
237
+ | No log | 9.3 | 372 | 0.9124 | 0.4008 | 0.9124 | 0.9552 |
238
+ | No log | 9.35 | 374 | 0.9869 | 0.3359 | 0.9869 | 0.9934 |
239
+ | No log | 9.4 | 376 | 1.0105 | 0.2926 | 1.0105 | 1.0052 |
240
+ | No log | 9.45 | 378 | 0.9363 | 0.4328 | 0.9363 | 0.9676 |
241
+ | No log | 9.5 | 380 | 0.8247 | 0.3564 | 0.8247 | 0.9081 |
242
+ | No log | 9.55 | 382 | 0.7809 | 0.2589 | 0.7809 | 0.8837 |
243
+ | No log | 9.6 | 384 | 0.7887 | 0.2589 | 0.7887 | 0.8881 |
244
+ | No log | 9.65 | 386 | 0.8558 | 0.3564 | 0.8558 | 0.9251 |
245
+ | No log | 9.7 | 388 | 1.0092 | 0.2659 | 1.0092 | 1.0046 |
246
+ | No log | 9.75 | 390 | 1.1964 | 0.1805 | 1.1964 | 1.0938 |
247
+ | No log | 9.8 | 392 | 1.2204 | 0.1479 | 1.2204 | 1.1047 |
248
+ | No log | 9.85 | 394 | 1.1127 | 0.2264 | 1.1127 | 1.0548 |
249
+ | No log | 9.9 | 396 | 0.9637 | 0.3516 | 0.9637 | 0.9817 |
250
+ | No log | 9.95 | 398 | 0.8570 | 0.4144 | 0.8570 | 0.9257 |
251
+ | No log | 10.0 | 400 | 0.8032 | 0.3099 | 0.8032 | 0.8962 |
252
+ | No log | 10.05 | 402 | 0.8018 | 0.2527 | 0.8018 | 0.8954 |
253
+ | No log | 10.1 | 404 | 0.8452 | 0.3564 | 0.8452 | 0.9193 |
254
+ | No log | 10.15 | 406 | 0.9750 | 0.2651 | 0.9750 | 0.9874 |
255
+ | No log | 10.2 | 408 | 1.1752 | 0.1508 | 1.1752 | 1.0841 |
256
+ | No log | 10.25 | 410 | 1.2968 | 0.1522 | 1.2968 | 1.1388 |
257
+ | No log | 10.3 | 412 | 1.3569 | 0.1414 | 1.3569 | 1.1649 |
258
+ | No log | 10.35 | 414 | 1.2820 | 0.1549 | 1.2820 | 1.1323 |
259
+ | No log | 10.4 | 416 | 1.1277 | 0.1568 | 1.1277 | 1.0619 |
260
+ | No log | 10.45 | 418 | 0.9659 | 0.3761 | 0.9659 | 0.9828 |
261
+ | No log | 10.5 | 420 | 0.8109 | 0.4247 | 0.8109 | 0.9005 |
262
+ | No log | 10.55 | 422 | 0.7443 | 0.2558 | 0.7443 | 0.8628 |
263
+ | No log | 10.6 | 424 | 0.7236 | 0.2261 | 0.7236 | 0.8506 |
264
+ | No log | 10.65 | 426 | 0.7324 | 0.2261 | 0.7324 | 0.8558 |
265
+ | No log | 10.7 | 428 | 0.7808 | 0.3399 | 0.7808 | 0.8836 |
266
+ | No log | 10.75 | 430 | 0.8909 | 0.4404 | 0.8909 | 0.9439 |
267
+ | No log | 10.8 | 432 | 1.0132 | 0.4044 | 1.0132 | 1.0066 |
268
+ | No log | 10.85 | 434 | 1.0463 | 0.2264 | 1.0463 | 1.0229 |
269
+ | No log | 10.9 | 436 | 1.0307 | 0.1858 | 1.0307 | 1.0152 |
270
+ | No log | 10.95 | 438 | 0.9524 | 0.2510 | 0.9524 | 0.9759 |
271
+ | No log | 11.0 | 440 | 0.9381 | 0.2866 | 0.9381 | 0.9686 |
272
+ | No log | 11.05 | 442 | 0.9587 | 0.2460 | 0.9587 | 0.9791 |
273
+ | No log | 11.1 | 444 | 0.9440 | 0.2510 | 0.9440 | 0.9716 |
274
+ | No log | 11.15 | 446 | 0.9761 | 0.1747 | 0.9761 | 0.9880 |
275
+ | No log | 11.2 | 448 | 1.1083 | 0.1870 | 1.1083 | 1.0527 |
276
+ | No log | 11.25 | 450 | 1.1684 | 0.1203 | 1.1684 | 1.0809 |
277
+ | No log | 11.3 | 452 | 1.1929 | 0.1530 | 1.1929 | 1.0922 |
278
+ | No log | 11.35 | 454 | 1.1310 | 0.1671 | 1.1310 | 1.0635 |
279
+ | No log | 11.4 | 456 | 1.0862 | 0.0922 | 1.0862 | 1.0422 |
280
+ | No log | 11.45 | 458 | 1.0900 | 0.1463 | 1.0900 | 1.0440 |
281
+ | No log | 11.5 | 460 | 1.0844 | 0.1671 | 1.0844 | 1.0414 |
282
+ | No log | 11.55 | 462 | 1.0999 | 0.1909 | 1.0999 | 1.0488 |
283
+ | No log | 11.6 | 464 | 1.1240 | 0.2020 | 1.1240 | 1.0602 |
284
+ | No log | 11.65 | 466 | 1.0884 | 0.2020 | 1.0884 | 1.0433 |
285
+ | No log | 11.7 | 468 | 1.0469 | 0.2732 | 1.0469 | 1.0232 |
286
+ | No log | 11.75 | 470 | 1.0083 | 0.2271 | 1.0083 | 1.0041 |
287
+ | No log | 11.8 | 472 | 0.9795 | 0.2119 | 0.9795 | 0.9897 |
288
+ | No log | 11.85 | 474 | 0.9908 | 0.2703 | 0.9908 | 0.9954 |
289
+ | No log | 11.9 | 476 | 1.0087 | 0.2886 | 1.0087 | 1.0044 |
290
+ | No log | 11.95 | 478 | 1.0151 | 0.2552 | 1.0151 | 1.0075 |
291
+ | No log | 12.0 | 480 | 1.0537 | 0.2045 | 1.0537 | 1.0265 |
292
+ | No log | 12.05 | 482 | 1.0959 | 0.2006 | 1.0959 | 1.0468 |
293
+ | No log | 12.1 | 484 | 1.0750 | 0.2006 | 1.0750 | 1.0368 |
294
+ | No log | 12.15 | 486 | 1.0557 | 0.2833 | 1.0557 | 1.0275 |
295
+ | No log | 12.2 | 488 | 1.0304 | 0.2886 | 1.0304 | 1.0151 |
296
+ | No log | 12.25 | 490 | 1.0110 | 0.2995 | 1.0110 | 1.0055 |
297
+ | No log | 12.3 | 492 | 0.9812 | 0.3110 | 0.9812 | 0.9906 |
298
+ | No log | 12.35 | 494 | 0.9318 | 0.3606 | 0.9318 | 0.9653 |
299
+ | No log | 12.4 | 496 | 0.9165 | 0.3359 | 0.9165 | 0.9573 |
300
+ | No log | 12.45 | 498 | 0.9682 | 0.2487 | 0.9682 | 0.9840 |
301
+ | 0.3594 | 12.5 | 500 | 1.0243 | 0.3193 | 1.0243 | 1.0121 |
302
+ | 0.3594 | 12.55 | 502 | 0.9971 | 0.3193 | 0.9971 | 0.9985 |
303
+ | 0.3594 | 12.6 | 504 | 0.9262 | 0.3846 | 0.9262 | 0.9624 |
304
+ | 0.3594 | 12.65 | 506 | 0.9074 | 0.3918 | 0.9074 | 0.9526 |
305
+ | 0.3594 | 12.7 | 508 | 0.9062 | 0.3991 | 0.9062 | 0.9520 |
306
+ | 0.3594 | 12.75 | 510 | 0.9505 | 0.2703 | 0.9505 | 0.9750 |
307
+ | 0.3594 | 12.8 | 512 | 1.0398 | 0.2683 | 1.0398 | 1.0197 |
308
+ | 0.3594 | 12.85 | 514 | 1.1322 | 0.2059 | 1.1322 | 1.0640 |
309
+ | 0.3594 | 12.9 | 516 | 1.1282 | 0.2059 | 1.1282 | 1.0622 |
310
+ | 0.3594 | 12.95 | 518 | 1.0676 | 0.2683 | 1.0676 | 1.0333 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions