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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k9_task2_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k8_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k8_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.2327
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- - Qwk: 0.1512
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- - Mse: 1.2327
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- - Rmse: 1.1103
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  ## Model description
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@@ -49,285 +49,514 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0690 | 2 | 4.7847 | 0.0010 | 4.7847 | 2.1874 |
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- | No log | 0.1379 | 4 | 2.7317 | -0.0011 | 2.7317 | 1.6528 |
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- | No log | 0.2069 | 6 | 2.2480 | -0.0553 | 2.2480 | 1.4993 |
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- | No log | 0.2759 | 8 | 3.0505 | -0.1046 | 3.0505 | 1.7466 |
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- | No log | 0.3448 | 10 | 2.7817 | -0.0980 | 2.7817 | 1.6678 |
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- | No log | 0.4138 | 12 | 2.0859 | 0.0041 | 2.0859 | 1.4443 |
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- | No log | 0.4828 | 14 | 1.4672 | 0.1516 | 1.4672 | 1.2113 |
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- | No log | 0.5517 | 16 | 1.4671 | 0.0101 | 1.4671 | 1.2112 |
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- | No log | 0.6207 | 18 | 1.5824 | 0.0227 | 1.5824 | 1.2579 |
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- | No log | 0.6897 | 20 | 1.7152 | 0.0227 | 1.7152 | 1.3096 |
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- | No log | 0.7586 | 22 | 2.0575 | 0.0118 | 2.0575 | 1.4344 |
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- | No log | 0.8276 | 24 | 2.0797 | 0.0118 | 2.0797 | 1.4421 |
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- | No log | 0.8966 | 26 | 1.7282 | 0.0355 | 1.7282 | 1.3146 |
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- | No log | 0.9655 | 28 | 1.2809 | 0.1912 | 1.2809 | 1.1318 |
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- | No log | 1.0345 | 30 | 1.1119 | 0.2416 | 1.1119 | 1.0544 |
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- | No log | 1.1034 | 32 | 1.0934 | 0.2416 | 1.0934 | 1.0457 |
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- | No log | 1.1724 | 34 | 1.2493 | 0.1388 | 1.2493 | 1.1177 |
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- | No log | 1.2414 | 36 | 1.7490 | 0.1272 | 1.7490 | 1.3225 |
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- | No log | 1.3103 | 38 | 1.9777 | 0.1074 | 1.9777 | 1.4063 |
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- | No log | 1.3793 | 40 | 1.9515 | 0.1074 | 1.9515 | 1.3970 |
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- | No log | 1.4483 | 42 | 1.8711 | 0.0975 | 1.8711 | 1.3679 |
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- | No log | 1.5172 | 44 | 1.8546 | 0.1024 | 1.8546 | 1.3618 |
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- | No log | 1.5862 | 46 | 2.0861 | 0.1905 | 2.0861 | 1.4444 |
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- | No log | 1.6552 | 48 | 1.6238 | 0.0764 | 1.6238 | 1.2743 |
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- | No log | 1.7241 | 50 | 1.3348 | 0.1868 | 1.3348 | 1.1553 |
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- | No log | 1.7931 | 52 | 1.1670 | 0.1803 | 1.1670 | 1.0803 |
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- | No log | 1.8621 | 54 | 1.3172 | 0.1868 | 1.3172 | 1.1477 |
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- | No log | 1.9310 | 56 | 1.8017 | 0.1986 | 1.8017 | 1.3423 |
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- | No log | 2.0 | 58 | 1.9583 | 0.2265 | 1.9583 | 1.3994 |
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- | No log | 2.0690 | 60 | 1.9757 | 0.2161 | 1.9757 | 1.4056 |
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- | No log | 2.1379 | 62 | 1.6104 | 0.2580 | 1.6104 | 1.2690 |
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- | No log | 2.2069 | 64 | 1.4154 | 0.1790 | 1.4154 | 1.1897 |
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- | No log | 2.2759 | 66 | 1.2560 | 0.1685 | 1.2560 | 1.1207 |
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- | No log | 2.3448 | 68 | 1.1278 | 0.2377 | 1.1278 | 1.0620 |
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- | No log | 2.4138 | 70 | 1.0104 | 0.3762 | 1.0104 | 1.0052 |
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- | No log | 2.4828 | 72 | 1.0227 | 0.3747 | 1.0227 | 1.0113 |
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- | No log | 2.5517 | 74 | 1.2036 | 0.2286 | 1.2036 | 1.0971 |
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- | No log | 2.6207 | 76 | 1.1553 | 0.2020 | 1.1553 | 1.0748 |
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- | No log | 2.6897 | 78 | 1.3636 | 0.3099 | 1.3636 | 1.1678 |
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- | No log | 2.7586 | 80 | 1.9737 | 0.1868 | 1.9737 | 1.4049 |
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- | No log | 2.8276 | 82 | 2.1471 | 0.1684 | 2.1471 | 1.4653 |
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- | No log | 2.8966 | 84 | 1.6708 | 0.2408 | 1.6708 | 1.2926 |
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- | No log | 2.9655 | 86 | 1.2519 | 0.2069 | 1.2519 | 1.1189 |
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- | No log | 3.0345 | 88 | 1.1644 | 0.2388 | 1.1644 | 1.0791 |
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- | No log | 3.1034 | 90 | 1.1929 | 0.2382 | 1.1929 | 1.0922 |
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- | No log | 3.1724 | 92 | 1.4450 | 0.2622 | 1.4450 | 1.2021 |
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- | No log | 3.2414 | 94 | 1.8301 | 0.1614 | 1.8301 | 1.3528 |
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- | No log | 3.3103 | 96 | 1.8619 | 0.1728 | 1.8619 | 1.3645 |
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- | No log | 3.3793 | 98 | 1.6129 | 0.1538 | 1.6129 | 1.2700 |
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- | No log | 3.4483 | 100 | 1.2347 | 0.2019 | 1.2347 | 1.1112 |
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- | No log | 3.5172 | 102 | 1.0417 | 0.3646 | 1.0417 | 1.0206 |
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- | No log | 3.5862 | 104 | 0.9846 | 0.3237 | 0.9846 | 0.9923 |
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- | No log | 3.6552 | 106 | 1.0483 | 0.3902 | 1.0483 | 1.0239 |
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- | No log | 3.7241 | 108 | 1.2019 | 0.2851 | 1.2019 | 1.0963 |
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- | No log | 3.7931 | 110 | 1.5266 | 0.2200 | 1.5266 | 1.2355 |
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- | No log | 3.8621 | 112 | 1.5033 | 0.2349 | 1.5033 | 1.2261 |
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- | No log | 3.9310 | 114 | 1.2021 | 0.2832 | 1.2021 | 1.0964 |
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- | No log | 4.0 | 116 | 1.0721 | 0.3443 | 1.0721 | 1.0354 |
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- | No log | 4.0690 | 118 | 1.0703 | 0.3443 | 1.0703 | 1.0346 |
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- | No log | 4.1379 | 120 | 1.2746 | 0.2919 | 1.2746 | 1.1290 |
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- | No log | 4.2069 | 122 | 1.5433 | 0.2190 | 1.5433 | 1.2423 |
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- | No log | 4.2759 | 124 | 1.4530 | 0.2114 | 1.4530 | 1.2054 |
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- | No log | 4.3448 | 126 | 1.4045 | 0.1533 | 1.4045 | 1.1851 |
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- | No log | 4.4138 | 128 | 1.2999 | 0.2657 | 1.2999 | 1.1401 |
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- | No log | 4.4828 | 130 | 1.5164 | 0.1677 | 1.5164 | 1.2314 |
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- | No log | 4.5517 | 132 | 2.0394 | 0.0801 | 2.0394 | 1.4281 |
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- | No log | 4.6207 | 134 | 1.9511 | 0.0710 | 1.9511 | 1.3968 |
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- | No log | 4.6897 | 136 | 1.3908 | 0.2411 | 1.3908 | 1.1793 |
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- | No log | 4.7586 | 138 | 1.1334 | 0.2480 | 1.1334 | 1.0646 |
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- | No log | 4.8276 | 140 | 1.1061 | 0.2804 | 1.1061 | 1.0517 |
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- | No log | 4.8966 | 142 | 1.2289 | 0.2806 | 1.2289 | 1.1086 |
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- | No log | 4.9655 | 144 | 1.3334 | 0.2939 | 1.3334 | 1.1547 |
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- | No log | 5.0345 | 146 | 1.2118 | 0.2397 | 1.2118 | 1.1008 |
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- | No log | 5.1034 | 148 | 1.1085 | 0.2850 | 1.1085 | 1.0528 |
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- | No log | 5.1724 | 150 | 1.1491 | 0.2902 | 1.1491 | 1.0720 |
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- | No log | 5.2414 | 152 | 1.4161 | 0.2746 | 1.4161 | 1.1900 |
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- | No log | 5.3103 | 154 | 1.4269 | 0.2674 | 1.4269 | 1.1945 |
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- | No log | 5.3793 | 156 | 1.3160 | 0.2385 | 1.3160 | 1.1472 |
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- | No log | 5.4483 | 158 | 1.2254 | 0.2246 | 1.2254 | 1.1070 |
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- | No log | 5.5172 | 160 | 1.2006 | 0.2572 | 1.2006 | 1.0957 |
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- | No log | 5.5862 | 162 | 1.3000 | 0.1814 | 1.3000 | 1.1402 |
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- | No log | 5.6552 | 164 | 1.4639 | 0.1416 | 1.4639 | 1.2099 |
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- | No log | 5.7241 | 166 | 1.3100 | 0.1943 | 1.3100 | 1.1446 |
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- | No log | 5.7931 | 168 | 1.1884 | 0.2360 | 1.1884 | 1.0902 |
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- | No log | 5.8621 | 170 | 1.1936 | 0.2360 | 1.1936 | 1.0925 |
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- | No log | 5.9310 | 172 | 1.2760 | 0.1935 | 1.2760 | 1.1296 |
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- | No log | 6.0 | 174 | 1.5078 | 0.1358 | 1.5078 | 1.2279 |
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- | No log | 6.0690 | 176 | 1.4106 | 0.1785 | 1.4106 | 1.1877 |
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- | No log | 6.1379 | 178 | 1.1683 | 0.2745 | 1.1683 | 1.0809 |
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- | No log | 6.2069 | 180 | 1.1533 | 0.2857 | 1.1533 | 1.0739 |
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- | No log | 6.2759 | 182 | 1.1413 | 0.1406 | 1.1413 | 1.0683 |
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- | No log | 6.3448 | 184 | 1.1211 | 0.2296 | 1.1211 | 1.0588 |
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- | No log | 6.4138 | 186 | 1.2475 | 0.2673 | 1.2475 | 1.1169 |
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- | No log | 6.4828 | 188 | 1.5733 | 0.2234 | 1.5733 | 1.2543 |
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- | No log | 6.5517 | 190 | 1.8091 | 0.1141 | 1.8091 | 1.3450 |
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- | No log | 6.6207 | 192 | 1.6873 | 0.1225 | 1.6873 | 1.2990 |
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- | No log | 6.6897 | 194 | 1.3104 | 0.2444 | 1.3104 | 1.1447 |
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- | No log | 6.7586 | 196 | 1.0933 | 0.3090 | 1.0933 | 1.0456 |
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- | No log | 6.8276 | 198 | 1.0951 | 0.2403 | 1.0951 | 1.0465 |
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- | No log | 6.8966 | 200 | 1.1011 | 0.3132 | 1.1011 | 1.0493 |
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- | No log | 6.9655 | 202 | 1.1929 | 0.2901 | 1.1929 | 1.0922 |
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- | No log | 7.0345 | 204 | 1.6423 | 0.2221 | 1.6423 | 1.2815 |
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- | No log | 7.1034 | 206 | 1.9024 | 0.1469 | 1.9024 | 1.3793 |
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- | No log | 7.1724 | 208 | 1.6737 | 0.2151 | 1.6737 | 1.2937 |
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- | No log | 7.2414 | 210 | 1.3357 | 0.2772 | 1.3357 | 1.1557 |
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- | No log | 7.3103 | 212 | 1.1910 | 0.2519 | 1.1910 | 1.0913 |
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- | No log | 7.3793 | 214 | 1.2011 | 0.2625 | 1.2011 | 1.0959 |
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- | No log | 7.4483 | 216 | 1.2235 | 0.2327 | 1.2235 | 1.1061 |
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- | No log | 7.5172 | 218 | 1.1311 | 0.3476 | 1.1311 | 1.0635 |
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- | No log | 7.5862 | 220 | 1.0933 | 0.4181 | 1.0933 | 1.0456 |
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- | No log | 7.6552 | 222 | 1.0577 | 0.4181 | 1.0577 | 1.0285 |
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- | No log | 7.7241 | 224 | 1.0605 | 0.3618 | 1.0605 | 1.0298 |
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- | No log | 7.7931 | 226 | 1.1145 | 0.2920 | 1.1145 | 1.0557 |
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- | No log | 7.8621 | 228 | 1.1350 | 0.2611 | 1.1350 | 1.0654 |
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- | No log | 7.9310 | 230 | 1.1970 | 0.3067 | 1.1970 | 1.0941 |
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- | No log | 8.0 | 232 | 1.0945 | 0.3262 | 1.0945 | 1.0462 |
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- | No log | 8.0690 | 234 | 1.0101 | 0.3979 | 1.0101 | 1.0050 |
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- | No log | 8.1379 | 236 | 0.9944 | 0.3164 | 0.9944 | 0.9972 |
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- | No log | 8.2069 | 238 | 0.9966 | 0.3164 | 0.9966 | 0.9983 |
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- | No log | 8.2759 | 240 | 1.0064 | 0.3596 | 1.0064 | 1.0032 |
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- | No log | 8.3448 | 242 | 1.1399 | 0.3494 | 1.1399 | 1.0677 |
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- | No log | 8.4138 | 244 | 1.2797 | 0.3006 | 1.2797 | 1.1313 |
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- | No log | 8.4828 | 246 | 1.3225 | 0.2846 | 1.3225 | 1.1500 |
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- | No log | 8.5517 | 248 | 1.1834 | 0.3330 | 1.1834 | 1.0879 |
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- | No log | 8.6207 | 250 | 1.0838 | 0.2740 | 1.0838 | 1.0411 |
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- | No log | 8.6897 | 252 | 1.0603 | 0.3764 | 1.0603 | 1.0297 |
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- | No log | 8.7586 | 254 | 1.0729 | 0.3764 | 1.0729 | 1.0358 |
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- | No log | 8.8276 | 256 | 1.0834 | 0.3764 | 1.0834 | 1.0409 |
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- | No log | 8.8966 | 258 | 1.0879 | 0.3811 | 1.0879 | 1.0430 |
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- | No log | 8.9655 | 260 | 1.0930 | 0.3811 | 1.0930 | 1.0455 |
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- | No log | 9.0345 | 262 | 1.1302 | 0.3194 | 1.1302 | 1.0631 |
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- | No log | 9.1034 | 264 | 1.2421 | 0.2470 | 1.2421 | 1.1145 |
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- | No log | 9.1724 | 266 | 1.3373 | 0.2444 | 1.3373 | 1.1564 |
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- | No log | 9.2414 | 268 | 1.2846 | 0.2459 | 1.2846 | 1.1334 |
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- | No log | 9.3103 | 270 | 1.1343 | 0.2529 | 1.1343 | 1.0650 |
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- | No log | 9.3793 | 272 | 1.0858 | 0.3566 | 1.0858 | 1.0420 |
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- | No log | 9.4483 | 274 | 1.0816 | 0.3566 | 1.0816 | 1.0400 |
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- | No log | 9.5172 | 276 | 1.1049 | 0.2804 | 1.1049 | 1.0511 |
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- | No log | 9.5862 | 278 | 1.2246 | 0.2688 | 1.2246 | 1.1066 |
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- | No log | 9.6552 | 280 | 1.4340 | 0.3022 | 1.4340 | 1.1975 |
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- | No log | 9.7241 | 282 | 1.3817 | 0.2145 | 1.3817 | 1.1755 |
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- | No log | 9.7931 | 284 | 1.1453 | 0.2685 | 1.1453 | 1.0702 |
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- | No log | 9.8621 | 286 | 1.0811 | 0.3566 | 1.0811 | 1.0398 |
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- | No log | 9.9310 | 288 | 1.0866 | 0.3566 | 1.0866 | 1.0424 |
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- | No log | 10.0 | 290 | 1.1162 | 0.3312 | 1.1162 | 1.0565 |
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- | No log | 10.0690 | 292 | 1.1018 | 0.3701 | 1.1018 | 1.0497 |
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- | No log | 10.1379 | 294 | 1.1564 | 0.2964 | 1.1564 | 1.0754 |
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- | No log | 10.2069 | 296 | 1.1721 | 0.2964 | 1.1721 | 1.0826 |
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- | No log | 10.2759 | 298 | 1.0874 | 0.3836 | 1.0874 | 1.0428 |
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- | No log | 10.3448 | 300 | 1.0506 | 0.3701 | 1.0506 | 1.0250 |
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- | No log | 10.4138 | 302 | 1.0384 | 0.4026 | 1.0384 | 1.0190 |
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- | No log | 10.4828 | 304 | 1.0388 | 0.4026 | 1.0388 | 1.0192 |
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- | No log | 10.5517 | 306 | 1.1131 | 0.3516 | 1.1131 | 1.0550 |
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- | No log | 10.6207 | 308 | 1.1685 | 0.3691 | 1.1685 | 1.0810 |
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- | No log | 10.6897 | 310 | 1.1286 | 0.3361 | 1.1286 | 1.0624 |
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- | No log | 10.7586 | 312 | 1.0458 | 0.3969 | 1.0458 | 1.0227 |
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- | No log | 10.8276 | 314 | 0.9947 | 0.4039 | 0.9947 | 0.9973 |
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- | No log | 10.8966 | 316 | 1.0032 | 0.4845 | 1.0032 | 1.0016 |
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- | No log | 10.9655 | 318 | 1.0301 | 0.3838 | 1.0301 | 1.0149 |
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- | No log | 11.0345 | 320 | 1.1562 | 0.3119 | 1.1562 | 1.0753 |
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- | No log | 11.1034 | 322 | 1.2997 | 0.2701 | 1.2997 | 1.1400 |
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- | No log | 11.1724 | 324 | 1.3233 | 0.2568 | 1.3233 | 1.1503 |
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- | No log | 11.2414 | 326 | 1.1747 | 0.2925 | 1.1747 | 1.0838 |
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- | No log | 11.3103 | 328 | 1.0530 | 0.4705 | 1.0530 | 1.0261 |
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- | No log | 11.3793 | 330 | 1.0386 | 0.4181 | 1.0386 | 1.0191 |
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- | No log | 11.4483 | 332 | 1.0373 | 0.4217 | 1.0373 | 1.0185 |
218
- | No log | 11.5172 | 334 | 1.0715 | 0.3567 | 1.0715 | 1.0351 |
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- | No log | 11.5862 | 336 | 1.3114 | 0.2863 | 1.3114 | 1.1452 |
220
- | No log | 11.6552 | 338 | 1.4878 | 0.2033 | 1.4878 | 1.2197 |
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- | No log | 11.7241 | 340 | 1.4960 | 0.2033 | 1.4960 | 1.2231 |
222
- | No log | 11.7931 | 342 | 1.2939 | 0.2815 | 1.2939 | 1.1375 |
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- | No log | 11.8621 | 344 | 1.1281 | 0.2787 | 1.1281 | 1.0621 |
224
- | No log | 11.9310 | 346 | 1.0673 | 0.3516 | 1.0673 | 1.0331 |
225
- | No log | 12.0 | 348 | 1.0935 | 0.3427 | 1.0935 | 1.0457 |
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- | No log | 12.0690 | 350 | 1.1531 | 0.2963 | 1.1531 | 1.0738 |
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- | No log | 12.1379 | 352 | 1.3226 | 0.2275 | 1.3226 | 1.1500 |
228
- | No log | 12.2069 | 354 | 1.5506 | 0.2266 | 1.5506 | 1.2452 |
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- | No log | 12.2759 | 356 | 1.5050 | 0.1954 | 1.5050 | 1.2268 |
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- | No log | 12.3448 | 358 | 1.2642 | 0.1751 | 1.2642 | 1.1244 |
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- | No log | 12.4138 | 360 | 1.1147 | 0.3033 | 1.1147 | 1.0558 |
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- | No log | 12.4828 | 362 | 1.1125 | 0.3355 | 1.1125 | 1.0547 |
233
- | No log | 12.5517 | 364 | 1.2001 | 0.2316 | 1.2001 | 1.0955 |
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- | No log | 12.6207 | 366 | 1.2985 | 0.1677 | 1.2985 | 1.1395 |
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- | No log | 12.6897 | 368 | 1.3301 | 0.1888 | 1.3301 | 1.1533 |
236
- | No log | 12.7586 | 370 | 1.3313 | 0.1888 | 1.3313 | 1.1538 |
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- | No log | 12.8276 | 372 | 1.1992 | 0.2431 | 1.1992 | 1.0951 |
238
- | No log | 12.8966 | 374 | 1.0996 | 0.4181 | 1.0996 | 1.0486 |
239
- | No log | 12.9655 | 376 | 1.1066 | 0.3412 | 1.1066 | 1.0520 |
240
- | No log | 13.0345 | 378 | 1.1114 | 0.3948 | 1.1114 | 1.0542 |
241
- | No log | 13.1034 | 380 | 1.1517 | 0.3077 | 1.1517 | 1.0732 |
242
- | No log | 13.1724 | 382 | 1.2546 | 0.1956 | 1.2546 | 1.1201 |
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- | No log | 13.2414 | 384 | 1.4261 | 0.1681 | 1.4261 | 1.1942 |
244
- | No log | 13.3103 | 386 | 1.5171 | 0.1872 | 1.5171 | 1.2317 |
245
- | No log | 13.3793 | 388 | 1.4611 | 0.1582 | 1.4611 | 1.2087 |
246
- | No log | 13.4483 | 390 | 1.3073 | 0.1845 | 1.3073 | 1.1434 |
247
- | No log | 13.5172 | 392 | 1.1628 | 0.3081 | 1.1628 | 1.0783 |
248
- | No log | 13.5862 | 394 | 1.1258 | 0.3747 | 1.1258 | 1.0611 |
249
- | No log | 13.6552 | 396 | 1.1518 | 0.3336 | 1.1518 | 1.0732 |
250
- | No log | 13.7241 | 398 | 1.2389 | 0.2486 | 1.2389 | 1.1130 |
251
- | No log | 13.7931 | 400 | 1.3804 | 0.1677 | 1.3804 | 1.1749 |
252
- | No log | 13.8621 | 402 | 1.3761 | 0.2059 | 1.3761 | 1.1731 |
253
- | No log | 13.9310 | 404 | 1.2937 | 0.2301 | 1.2937 | 1.1374 |
254
- | No log | 14.0 | 406 | 1.2384 | 0.2900 | 1.2384 | 1.1128 |
255
- | No log | 14.0690 | 408 | 1.1499 | 0.3081 | 1.1499 | 1.0723 |
256
- | No log | 14.1379 | 410 | 1.1022 | 0.3224 | 1.1022 | 1.0498 |
257
- | No log | 14.2069 | 412 | 1.0778 | 0.3399 | 1.0778 | 1.0382 |
258
- | No log | 14.2759 | 414 | 1.0832 | 0.3920 | 1.0832 | 1.0408 |
259
- | No log | 14.3448 | 416 | 1.1447 | 0.2605 | 1.1447 | 1.0699 |
260
- | No log | 14.4138 | 418 | 1.2004 | 0.2280 | 1.2004 | 1.0956 |
261
- | No log | 14.4828 | 420 | 1.2769 | 0.1738 | 1.2769 | 1.1300 |
262
- | No log | 14.5517 | 422 | 1.2307 | 0.2280 | 1.2307 | 1.1094 |
263
- | No log | 14.6207 | 424 | 1.1480 | 0.2445 | 1.1480 | 1.0714 |
264
- | No log | 14.6897 | 426 | 1.0694 | 0.4023 | 1.0694 | 1.0341 |
265
- | No log | 14.7586 | 428 | 1.0541 | 0.3548 | 1.0541 | 1.0267 |
266
- | No log | 14.8276 | 430 | 1.0556 | 0.3771 | 1.0556 | 1.0274 |
267
- | No log | 14.8966 | 432 | 1.0607 | 0.4120 | 1.0607 | 1.0299 |
268
- | No log | 14.9655 | 434 | 1.1694 | 0.1906 | 1.1694 | 1.0814 |
269
- | No log | 15.0345 | 436 | 1.3313 | 0.1886 | 1.3313 | 1.1538 |
270
- | No log | 15.1034 | 438 | 1.3503 | 0.1886 | 1.3503 | 1.1620 |
271
- | No log | 15.1724 | 440 | 1.3329 | 0.1886 | 1.3329 | 1.1545 |
272
- | No log | 15.2414 | 442 | 1.2523 | 0.1785 | 1.2523 | 1.1191 |
273
- | No log | 15.3103 | 444 | 1.1901 | 0.2806 | 1.1901 | 1.0909 |
274
- | No log | 15.3793 | 446 | 1.1254 | 0.2786 | 1.1254 | 1.0608 |
275
- | No log | 15.4483 | 448 | 1.1044 | 0.2897 | 1.1044 | 1.0509 |
276
- | No log | 15.5172 | 450 | 1.1149 | 0.3397 | 1.1149 | 1.0559 |
277
- | No log | 15.5862 | 452 | 1.2043 | 0.1826 | 1.2043 | 1.0974 |
278
- | No log | 15.6552 | 454 | 1.3840 | 0.1468 | 1.3840 | 1.1764 |
279
- | No log | 15.7241 | 456 | 1.4396 | 0.2191 | 1.4396 | 1.1998 |
280
- | No log | 15.7931 | 458 | 1.3136 | 0.1928 | 1.3136 | 1.1461 |
281
- | No log | 15.8621 | 460 | 1.1573 | 0.2058 | 1.1573 | 1.0758 |
282
- | No log | 15.9310 | 462 | 1.0420 | 0.3627 | 1.0420 | 1.0208 |
283
- | No log | 16.0 | 464 | 1.0238 | 0.3685 | 1.0238 | 1.0118 |
284
- | No log | 16.0690 | 466 | 1.0304 | 0.3596 | 1.0304 | 1.0151 |
285
- | No log | 16.1379 | 468 | 1.0444 | 0.3472 | 1.0444 | 1.0220 |
286
- | No log | 16.2069 | 470 | 1.0944 | 0.2944 | 1.0944 | 1.0461 |
287
- | No log | 16.2759 | 472 | 1.1325 | 0.3273 | 1.1325 | 1.0642 |
288
- | No log | 16.3448 | 474 | 1.2451 | 0.2718 | 1.2451 | 1.1158 |
289
- | No log | 16.4138 | 476 | 1.4479 | 0.2070 | 1.4479 | 1.2033 |
290
- | No log | 16.4828 | 478 | 1.4413 | 0.2070 | 1.4413 | 1.2006 |
291
- | No log | 16.5517 | 480 | 1.3487 | 0.2239 | 1.3487 | 1.1613 |
292
- | No log | 16.6207 | 482 | 1.2331 | 0.1921 | 1.2331 | 1.1104 |
293
- | No log | 16.6897 | 484 | 1.1395 | 0.2397 | 1.1395 | 1.0675 |
294
- | No log | 16.7586 | 486 | 1.1256 | 0.3406 | 1.1256 | 1.0609 |
295
- | No log | 16.8276 | 488 | 1.1371 | 0.3268 | 1.1371 | 1.0664 |
296
- | No log | 16.8966 | 490 | 1.1807 | 0.2081 | 1.1807 | 1.0866 |
297
- | No log | 16.9655 | 492 | 1.1993 | 0.2431 | 1.1993 | 1.0951 |
298
- | No log | 17.0345 | 494 | 1.2035 | 0.3297 | 1.2035 | 1.0971 |
299
- | No log | 17.1034 | 496 | 1.1933 | 0.3255 | 1.1933 | 1.0924 |
300
- | No log | 17.1724 | 498 | 1.1821 | 0.3255 | 1.1821 | 1.0873 |
301
- | 0.3384 | 17.2414 | 500 | 1.1756 | 0.3166 | 1.1756 | 1.0842 |
302
- | 0.3384 | 17.3103 | 502 | 1.2113 | 0.2727 | 1.2113 | 1.1006 |
303
- | 0.3384 | 17.3793 | 504 | 1.2127 | 0.3202 | 1.2127 | 1.1012 |
304
- | 0.3384 | 17.4483 | 506 | 1.2133 | 0.2438 | 1.2133 | 1.1015 |
305
- | 0.3384 | 17.5172 | 508 | 1.1681 | 0.2896 | 1.1681 | 1.0808 |
306
- | 0.3384 | 17.5862 | 510 | 1.0919 | 0.3321 | 1.0919 | 1.0449 |
307
- | 0.3384 | 17.6552 | 512 | 1.0607 | 0.3451 | 1.0607 | 1.0299 |
308
- | 0.3384 | 17.7241 | 514 | 1.0371 | 0.3467 | 1.0371 | 1.0184 |
309
- | 0.3384 | 17.7931 | 516 | 1.0321 | 0.3467 | 1.0321 | 1.0159 |
310
- | 0.3384 | 17.8621 | 518 | 1.0366 | 0.3723 | 1.0366 | 1.0181 |
311
- | 0.3384 | 17.9310 | 520 | 1.0513 | 0.3418 | 1.0513 | 1.0253 |
312
- | 0.3384 | 18.0 | 522 | 1.0335 | 0.4061 | 1.0335 | 1.0166 |
313
- | 0.3384 | 18.0690 | 524 | 1.0249 | 0.4256 | 1.0249 | 1.0124 |
314
- | 0.3384 | 18.1379 | 526 | 1.0379 | 0.3780 | 1.0379 | 1.0188 |
315
- | 0.3384 | 18.2069 | 528 | 1.0758 | 0.3559 | 1.0758 | 1.0372 |
316
- | 0.3384 | 18.2759 | 530 | 1.1077 | 0.3128 | 1.1077 | 1.0525 |
317
- | 0.3384 | 18.3448 | 532 | 1.1164 | 0.2687 | 1.1164 | 1.0566 |
318
- | 0.3384 | 18.4138 | 534 | 1.0776 | 0.3476 | 1.0776 | 1.0381 |
319
- | 0.3384 | 18.4828 | 536 | 1.0188 | 0.3650 | 1.0188 | 1.0094 |
320
- | 0.3384 | 18.5517 | 538 | 1.0008 | 0.3983 | 1.0008 | 1.0004 |
321
- | 0.3384 | 18.6207 | 540 | 1.0090 | 0.4042 | 1.0090 | 1.0045 |
322
- | 0.3384 | 18.6897 | 542 | 1.0150 | 0.4181 | 1.0150 | 1.0075 |
323
- | 0.3384 | 18.7586 | 544 | 1.0254 | 0.3938 | 1.0254 | 1.0126 |
324
- | 0.3384 | 18.8276 | 546 | 1.0429 | 0.3596 | 1.0429 | 1.0212 |
325
- | 0.3384 | 18.8966 | 548 | 1.0634 | 0.3497 | 1.0634 | 1.0312 |
326
- | 0.3384 | 18.9655 | 550 | 1.1308 | 0.2921 | 1.1308 | 1.0634 |
327
- | 0.3384 | 19.0345 | 552 | 1.2013 | 0.1632 | 1.2013 | 1.0960 |
328
- | 0.3384 | 19.1034 | 554 | 1.1888 | 0.1950 | 1.1888 | 1.0903 |
329
- | 0.3384 | 19.1724 | 556 | 1.2232 | 0.1785 | 1.2232 | 1.1060 |
330
- | 0.3384 | 19.2414 | 558 | 1.2327 | 0.1512 | 1.2327 | 1.1103 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
331
 
332
 
333
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k9_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k9_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.5957
19
+ - Qwk: 0.0666
20
+ - Mse: 1.5957
21
+ - Rmse: 1.2632
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0625 | 2 | 4.5288 | 0.0042 | 4.5288 | 2.1281 |
53
+ | No log | 0.125 | 4 | 2.8263 | -0.0278 | 2.8263 | 1.6812 |
54
+ | No log | 0.1875 | 6 | 2.0002 | 0.0062 | 2.0002 | 1.4143 |
55
+ | No log | 0.25 | 8 | 1.8758 | 0.0290 | 1.8758 | 1.3696 |
56
+ | No log | 0.3125 | 10 | 2.7846 | -0.0849 | 2.7846 | 1.6687 |
57
+ | No log | 0.375 | 12 | 2.5488 | -0.0753 | 2.5488 | 1.5965 |
58
+ | No log | 0.4375 | 14 | 2.0757 | -0.0291 | 2.0757 | 1.4407 |
59
+ | No log | 0.5 | 16 | 2.0941 | 0.0059 | 2.0941 | 1.4471 |
60
+ | No log | 0.5625 | 18 | 1.6933 | 0.0082 | 1.6933 | 1.3013 |
61
+ | No log | 0.625 | 20 | 1.3766 | 0.0803 | 1.3766 | 1.1733 |
62
+ | No log | 0.6875 | 22 | 1.3126 | 0.1472 | 1.3126 | 1.1457 |
63
+ | No log | 0.75 | 24 | 1.3837 | 0.1165 | 1.3837 | 1.1763 |
64
+ | No log | 0.8125 | 26 | 1.5652 | 0.0538 | 1.5652 | 1.2511 |
65
+ | No log | 0.875 | 28 | 1.7544 | 0.1328 | 1.7544 | 1.3245 |
66
+ | No log | 0.9375 | 30 | 1.7168 | 0.1409 | 1.7168 | 1.3103 |
67
+ | No log | 1.0 | 32 | 1.4397 | 0.1639 | 1.4397 | 1.1999 |
68
+ | No log | 1.0625 | 34 | 1.3916 | 0.1784 | 1.3916 | 1.1797 |
69
+ | No log | 1.125 | 36 | 1.4199 | 0.1748 | 1.4199 | 1.1916 |
70
+ | No log | 1.1875 | 38 | 1.4399 | 0.1427 | 1.4399 | 1.1999 |
71
+ | No log | 1.25 | 40 | 1.3721 | 0.2071 | 1.3721 | 1.1714 |
72
+ | No log | 1.3125 | 42 | 1.4122 | 0.2032 | 1.4122 | 1.1884 |
73
+ | No log | 1.375 | 44 | 1.4235 | 0.1713 | 1.4235 | 1.1931 |
74
+ | No log | 1.4375 | 46 | 1.3928 | 0.1891 | 1.3928 | 1.1802 |
75
+ | No log | 1.5 | 48 | 1.4624 | 0.1748 | 1.4624 | 1.2093 |
76
+ | No log | 1.5625 | 50 | 1.6794 | 0.0851 | 1.6794 | 1.2959 |
77
+ | No log | 1.625 | 52 | 2.0105 | 0.1546 | 2.0105 | 1.4179 |
78
+ | No log | 1.6875 | 54 | 2.1571 | 0.1300 | 2.1571 | 1.4687 |
79
+ | No log | 1.75 | 56 | 1.9605 | 0.1680 | 1.9605 | 1.4002 |
80
+ | No log | 1.8125 | 58 | 1.6079 | 0.2078 | 1.6079 | 1.2680 |
81
+ | No log | 1.875 | 60 | 1.3996 | 0.1639 | 1.3996 | 1.1830 |
82
+ | No log | 1.9375 | 62 | 1.2960 | 0.1821 | 1.2960 | 1.1384 |
83
+ | No log | 2.0 | 64 | 1.2121 | 0.2243 | 1.2121 | 1.1009 |
84
+ | No log | 2.0625 | 66 | 1.1106 | 0.2697 | 1.1106 | 1.0538 |
85
+ | No log | 2.125 | 68 | 1.1042 | 0.2394 | 1.1042 | 1.0508 |
86
+ | No log | 2.1875 | 70 | 1.1094 | 0.2991 | 1.1094 | 1.0533 |
87
+ | No log | 2.25 | 72 | 1.1592 | 0.2035 | 1.1592 | 1.0767 |
88
+ | No log | 2.3125 | 74 | 1.3179 | 0.1832 | 1.3179 | 1.1480 |
89
+ | No log | 2.375 | 76 | 1.5101 | 0.2622 | 1.5101 | 1.2289 |
90
+ | No log | 2.4375 | 78 | 1.5446 | 0.2622 | 1.5446 | 1.2428 |
91
+ | No log | 2.5 | 80 | 1.3212 | 0.1832 | 1.3212 | 1.1494 |
92
+ | No log | 2.5625 | 82 | 1.2174 | 0.2577 | 1.2174 | 1.1033 |
93
+ | No log | 2.625 | 84 | 1.3300 | 0.1832 | 1.3300 | 1.1533 |
94
+ | No log | 2.6875 | 86 | 1.7054 | 0.0996 | 1.7054 | 1.3059 |
95
+ | No log | 2.75 | 88 | 2.0076 | 0.0692 | 2.0076 | 1.4169 |
96
+ | No log | 2.8125 | 90 | 1.7876 | 0.0683 | 1.7876 | 1.3370 |
97
+ | No log | 2.875 | 92 | 1.4973 | 0.1224 | 1.4973 | 1.2237 |
98
+ | No log | 2.9375 | 94 | 1.3083 | 0.1959 | 1.3083 | 1.1438 |
99
+ | No log | 3.0 | 96 | 1.1887 | 0.1237 | 1.1887 | 1.0903 |
100
+ | No log | 3.0625 | 98 | 1.2421 | 0.1054 | 1.2421 | 1.1145 |
101
+ | No log | 3.125 | 100 | 1.6086 | 0.2069 | 1.6086 | 1.2683 |
102
+ | No log | 3.1875 | 102 | 1.9802 | 0.0936 | 1.9802 | 1.4072 |
103
+ | No log | 3.25 | 104 | 1.8336 | 0.1088 | 1.8336 | 1.3541 |
104
+ | No log | 3.3125 | 106 | 1.5978 | 0.1935 | 1.5978 | 1.2640 |
105
+ | No log | 3.375 | 108 | 1.5798 | 0.2065 | 1.5798 | 1.2569 |
106
+ | No log | 3.4375 | 110 | 1.6327 | 0.1730 | 1.6327 | 1.2778 |
107
+ | No log | 3.5 | 112 | 1.3560 | 0.1647 | 1.3560 | 1.1645 |
108
+ | No log | 3.5625 | 114 | 1.3000 | 0.2278 | 1.3000 | 1.1402 |
109
+ | No log | 3.625 | 116 | 1.3272 | 0.2230 | 1.3272 | 1.1520 |
110
+ | No log | 3.6875 | 118 | 1.3278 | 0.2188 | 1.3278 | 1.1523 |
111
+ | No log | 3.75 | 120 | 1.4936 | 0.1347 | 1.4936 | 1.2221 |
112
+ | No log | 3.8125 | 122 | 1.4279 | 0.1290 | 1.4279 | 1.1949 |
113
+ | No log | 3.875 | 124 | 1.3590 | 0.1296 | 1.3590 | 1.1658 |
114
+ | No log | 3.9375 | 126 | 1.3811 | 0.1174 | 1.3811 | 1.1752 |
115
+ | No log | 4.0 | 128 | 1.3176 | 0.1592 | 1.3176 | 1.1479 |
116
+ | No log | 4.0625 | 130 | 1.3267 | 0.1265 | 1.3267 | 1.1518 |
117
+ | No log | 4.125 | 132 | 1.3486 | 0.1980 | 1.3486 | 1.1613 |
118
+ | No log | 4.1875 | 134 | 1.4888 | 0.2476 | 1.4888 | 1.2202 |
119
+ | No log | 4.25 | 136 | 1.7482 | 0.125 | 1.7482 | 1.3222 |
120
+ | No log | 4.3125 | 138 | 1.5541 | 0.2181 | 1.5541 | 1.2466 |
121
+ | No log | 4.375 | 140 | 1.3341 | 0.1833 | 1.3341 | 1.1550 |
122
+ | No log | 4.4375 | 142 | 1.3570 | 0.1746 | 1.3570 | 1.1649 |
123
+ | No log | 4.5 | 144 | 1.4784 | 0.2131 | 1.4784 | 1.2159 |
124
+ | No log | 4.5625 | 146 | 1.5094 | 0.2181 | 1.5094 | 1.2286 |
125
+ | No log | 4.625 | 148 | 1.4505 | 0.2218 | 1.4505 | 1.2044 |
126
+ | No log | 4.6875 | 150 | 1.4074 | 0.2084 | 1.4074 | 1.1863 |
127
+ | No log | 4.75 | 152 | 1.4637 | 0.2218 | 1.4637 | 1.2098 |
128
+ | No log | 4.8125 | 154 | 1.5369 | 0.1896 | 1.5369 | 1.2397 |
129
+ | No log | 4.875 | 156 | 1.3749 | 0.1898 | 1.3749 | 1.1726 |
130
+ | No log | 4.9375 | 158 | 1.3096 | 0.2712 | 1.3096 | 1.1444 |
131
+ | No log | 5.0 | 160 | 1.3706 | 0.1898 | 1.3706 | 1.1707 |
132
+ | No log | 5.0625 | 162 | 1.5865 | 0.0602 | 1.5865 | 1.2595 |
133
+ | No log | 5.125 | 164 | 1.4461 | 0.0645 | 1.4461 | 1.2025 |
134
+ | No log | 5.1875 | 166 | 1.2909 | 0.1573 | 1.2909 | 1.1362 |
135
+ | No log | 5.25 | 168 | 1.2589 | 0.2755 | 1.2589 | 1.1220 |
136
+ | No log | 5.3125 | 170 | 1.2574 | 0.2374 | 1.2574 | 1.1213 |
137
+ | No log | 5.375 | 172 | 1.2883 | 0.1446 | 1.2883 | 1.1350 |
138
+ | No log | 5.4375 | 174 | 1.7925 | 0.1607 | 1.7925 | 1.3389 |
139
+ | No log | 5.5 | 176 | 2.1576 | 0.1506 | 2.1576 | 1.4689 |
140
+ | No log | 5.5625 | 178 | 1.8307 | 0.1764 | 1.8307 | 1.3530 |
141
+ | No log | 5.625 | 180 | 1.3871 | 0.1865 | 1.3871 | 1.1777 |
142
+ | No log | 5.6875 | 182 | 1.3270 | 0.1898 | 1.3270 | 1.1520 |
143
+ | No log | 5.75 | 184 | 1.4376 | 0.1311 | 1.4376 | 1.1990 |
144
+ | No log | 5.8125 | 186 | 1.4388 | 0.1311 | 1.4388 | 1.1995 |
145
+ | No log | 5.875 | 188 | 1.2477 | 0.1889 | 1.2477 | 1.1170 |
146
+ | No log | 5.9375 | 190 | 1.2328 | 0.2629 | 1.2328 | 1.1103 |
147
+ | No log | 6.0 | 192 | 1.3663 | 0.2378 | 1.3663 | 1.1689 |
148
+ | No log | 6.0625 | 194 | 1.4895 | 0.1436 | 1.4895 | 1.2204 |
149
+ | No log | 6.125 | 196 | 1.3850 | 0.1999 | 1.3850 | 1.1768 |
150
+ | No log | 6.1875 | 198 | 1.2376 | 0.2633 | 1.2376 | 1.1125 |
151
+ | No log | 6.25 | 200 | 1.2197 | 0.2539 | 1.2197 | 1.1044 |
152
+ | No log | 6.3125 | 202 | 1.3004 | 0.2270 | 1.3004 | 1.1404 |
153
+ | No log | 6.375 | 204 | 1.3603 | 0.2268 | 1.3603 | 1.1663 |
154
+ | No log | 6.4375 | 206 | 1.4247 | 0.2604 | 1.4247 | 1.1936 |
155
+ | No log | 6.5 | 208 | 1.4156 | 0.3260 | 1.4156 | 1.1898 |
156
+ | No log | 6.5625 | 210 | 1.3637 | 0.3094 | 1.3637 | 1.1678 |
157
+ | No log | 6.625 | 212 | 1.3738 | 0.3074 | 1.3738 | 1.1721 |
158
+ | No log | 6.6875 | 214 | 1.3255 | 0.2534 | 1.3255 | 1.1513 |
159
+ | No log | 6.75 | 216 | 1.3769 | 0.1738 | 1.3769 | 1.1734 |
160
+ | No log | 6.8125 | 218 | 1.3186 | 0.0661 | 1.3186 | 1.1483 |
161
+ | No log | 6.875 | 220 | 1.2220 | 0.2030 | 1.2220 | 1.1054 |
162
+ | No log | 6.9375 | 222 | 1.2176 | 0.2030 | 1.2176 | 1.1034 |
163
+ | No log | 7.0 | 224 | 1.3364 | 0.1826 | 1.3364 | 1.1560 |
164
+ | No log | 7.0625 | 226 | 1.6782 | 0.2111 | 1.6782 | 1.2955 |
165
+ | No log | 7.125 | 228 | 1.8765 | 0.1920 | 1.8765 | 1.3699 |
166
+ | No log | 7.1875 | 230 | 1.7650 | 0.2313 | 1.7650 | 1.3285 |
167
+ | No log | 7.25 | 232 | 1.4268 | 0.2484 | 1.4268 | 1.1945 |
168
+ | No log | 7.3125 | 234 | 1.2414 | 0.2411 | 1.2414 | 1.1142 |
169
+ | No log | 7.375 | 236 | 1.2030 | 0.2694 | 1.2030 | 1.0968 |
170
+ | No log | 7.4375 | 238 | 1.2921 | 0.2424 | 1.2921 | 1.1367 |
171
+ | No log | 7.5 | 240 | 1.4286 | 0.2089 | 1.4286 | 1.1952 |
172
+ | No log | 7.5625 | 242 | 1.3446 | 0.1786 | 1.3446 | 1.1596 |
173
+ | No log | 7.625 | 244 | 1.1869 | 0.2105 | 1.1869 | 1.0895 |
174
+ | No log | 7.6875 | 246 | 1.1379 | 0.2199 | 1.1379 | 1.0667 |
175
+ | No log | 7.75 | 248 | 1.1530 | 0.2302 | 1.1530 | 1.0738 |
176
+ | No log | 7.8125 | 250 | 1.2373 | 0.1354 | 1.2373 | 1.1124 |
177
+ | No log | 7.875 | 252 | 1.3767 | 0.2364 | 1.3767 | 1.1733 |
178
+ | No log | 7.9375 | 254 | 1.5579 | 0.1826 | 1.5579 | 1.2482 |
179
+ | No log | 8.0 | 256 | 1.6784 | 0.2068 | 1.6784 | 1.2955 |
180
+ | No log | 8.0625 | 258 | 1.5726 | 0.1624 | 1.5726 | 1.2540 |
181
+ | No log | 8.125 | 260 | 1.3127 | 0.2472 | 1.3127 | 1.1457 |
182
+ | No log | 8.1875 | 262 | 1.2514 | 0.2417 | 1.2514 | 1.1187 |
183
+ | No log | 8.25 | 264 | 1.2700 | 0.1797 | 1.2700 | 1.1269 |
184
+ | No log | 8.3125 | 266 | 1.4508 | 0.1886 | 1.4508 | 1.2045 |
185
+ | No log | 8.375 | 268 | 1.6617 | 0.24 | 1.6617 | 1.2891 |
186
+ | No log | 8.4375 | 270 | 1.5726 | 0.2406 | 1.5726 | 1.2540 |
187
+ | No log | 8.5 | 272 | 1.3095 | 0.0573 | 1.3095 | 1.1443 |
188
+ | No log | 8.5625 | 274 | 1.1648 | 0.2263 | 1.1648 | 1.0793 |
189
+ | No log | 8.625 | 276 | 1.1757 | 0.2802 | 1.1757 | 1.0843 |
190
+ | No log | 8.6875 | 278 | 1.1738 | 0.2920 | 1.1738 | 1.0834 |
191
+ | No log | 8.75 | 280 | 1.1758 | 0.1975 | 1.1758 | 1.0844 |
192
+ | No log | 8.8125 | 282 | 1.2855 | 0.1655 | 1.2855 | 1.1338 |
193
+ | No log | 8.875 | 284 | 1.3656 | 0.1347 | 1.3656 | 1.1686 |
194
+ | No log | 8.9375 | 286 | 1.3135 | 0.1379 | 1.3135 | 1.1461 |
195
+ | No log | 9.0 | 288 | 1.3278 | 0.1379 | 1.3278 | 1.1523 |
196
+ | No log | 9.0625 | 290 | 1.3454 | 0.2514 | 1.3454 | 1.1599 |
197
+ | No log | 9.125 | 292 | 1.3333 | 0.1907 | 1.3333 | 1.1547 |
198
+ | No log | 9.1875 | 294 | 1.3192 | 0.1907 | 1.3192 | 1.1485 |
199
+ | No log | 9.25 | 296 | 1.2764 | 0.2474 | 1.2764 | 1.1298 |
200
+ | No log | 9.3125 | 298 | 1.3213 | 0.1761 | 1.3213 | 1.1495 |
201
+ | No log | 9.375 | 300 | 1.4127 | 0.2240 | 1.4127 | 1.1886 |
202
+ | No log | 9.4375 | 302 | 1.3822 | 0.2062 | 1.3822 | 1.1757 |
203
+ | No log | 9.5 | 304 | 1.2476 | 0.1748 | 1.2476 | 1.1170 |
204
+ | No log | 9.5625 | 306 | 1.1490 | 0.2115 | 1.1490 | 1.0719 |
205
+ | No log | 9.625 | 308 | 1.1556 | 0.2007 | 1.1556 | 1.0750 |
206
+ | No log | 9.6875 | 310 | 1.1985 | 0.1835 | 1.1985 | 1.0948 |
207
+ | No log | 9.75 | 312 | 1.4150 | 0.1113 | 1.4150 | 1.1895 |
208
+ | No log | 9.8125 | 314 | 1.6019 | 0.1520 | 1.6019 | 1.2657 |
209
+ | No log | 9.875 | 316 | 1.5714 | 0.1855 | 1.5714 | 1.2536 |
210
+ | No log | 9.9375 | 318 | 1.3711 | 0.0990 | 1.3711 | 1.1709 |
211
+ | No log | 10.0 | 320 | 1.2212 | 0.2251 | 1.2212 | 1.1051 |
212
+ | No log | 10.0625 | 322 | 1.1858 | 0.1951 | 1.1858 | 1.0889 |
213
+ | No log | 10.125 | 324 | 1.1869 | 0.1967 | 1.1869 | 1.0894 |
214
+ | No log | 10.1875 | 326 | 1.2521 | 0.1748 | 1.2521 | 1.1190 |
215
+ | No log | 10.25 | 328 | 1.4265 | 0.1965 | 1.4265 | 1.1944 |
216
+ | No log | 10.3125 | 330 | 1.5631 | 0.2317 | 1.5631 | 1.2503 |
217
+ | No log | 10.375 | 332 | 1.4809 | 0.2321 | 1.4809 | 1.2169 |
218
+ | No log | 10.4375 | 334 | 1.3694 | 0.1403 | 1.3694 | 1.1702 |
219
+ | No log | 10.5 | 336 | 1.3361 | 0.1230 | 1.3361 | 1.1559 |
220
+ | No log | 10.5625 | 338 | 1.2382 | 0.2085 | 1.2382 | 1.1128 |
221
+ | No log | 10.625 | 340 | 1.2054 | 0.2085 | 1.2054 | 1.0979 |
222
+ | No log | 10.6875 | 342 | 1.2782 | 0.1230 | 1.2782 | 1.1306 |
223
+ | No log | 10.75 | 344 | 1.4059 | 0.1743 | 1.4059 | 1.1857 |
224
+ | No log | 10.8125 | 346 | 1.5297 | 0.1427 | 1.5297 | 1.2368 |
225
+ | No log | 10.875 | 348 | 1.6047 | 0.1448 | 1.6047 | 1.2668 |
226
+ | No log | 10.9375 | 350 | 1.4756 | 0.1618 | 1.4756 | 1.2147 |
227
+ | No log | 11.0 | 352 | 1.3089 | 0.1321 | 1.3089 | 1.1441 |
228
+ | No log | 11.0625 | 354 | 1.2689 | 0.1501 | 1.2689 | 1.1264 |
229
+ | No log | 11.125 | 356 | 1.3187 | 0.1748 | 1.3187 | 1.1483 |
230
+ | No log | 11.1875 | 358 | 1.4132 | 0.0990 | 1.4132 | 1.1888 |
231
+ | No log | 11.25 | 360 | 1.3899 | 0.1321 | 1.3899 | 1.1789 |
232
+ | No log | 11.3125 | 362 | 1.3074 | 0.1655 | 1.3074 | 1.1434 |
233
+ | No log | 11.375 | 364 | 1.2979 | 0.1655 | 1.2979 | 1.1392 |
234
+ | No log | 11.4375 | 366 | 1.3574 | 0.1321 | 1.3574 | 1.1651 |
235
+ | No log | 11.5 | 368 | 1.4046 | 0.1686 | 1.4046 | 1.1851 |
236
+ | No log | 11.5625 | 370 | 1.4020 | 0.1686 | 1.4020 | 1.1840 |
237
+ | No log | 11.625 | 372 | 1.3171 | 0.1706 | 1.3171 | 1.1477 |
238
+ | No log | 11.6875 | 374 | 1.3017 | 0.2035 | 1.3017 | 1.1409 |
239
+ | No log | 11.75 | 376 | 1.3568 | 0.2044 | 1.3568 | 1.1648 |
240
+ | No log | 11.8125 | 378 | 1.4212 | 0.1964 | 1.4212 | 1.1921 |
241
+ | No log | 11.875 | 380 | 1.4226 | 0.2012 | 1.4226 | 1.1927 |
242
+ | No log | 11.9375 | 382 | 1.3168 | 0.1201 | 1.3168 | 1.1475 |
243
+ | No log | 12.0 | 384 | 1.1917 | 0.1388 | 1.1917 | 1.0916 |
244
+ | No log | 12.0625 | 386 | 1.1626 | 0.1538 | 1.1626 | 1.0782 |
245
+ | No log | 12.125 | 388 | 1.1842 | 0.1354 | 1.1842 | 1.0882 |
246
+ | No log | 12.1875 | 390 | 1.2705 | 0.1598 | 1.2705 | 1.1272 |
247
+ | No log | 12.25 | 392 | 1.4071 | 0.1851 | 1.4071 | 1.1862 |
248
+ | No log | 12.3125 | 394 | 1.5144 | 0.2622 | 1.5144 | 1.2306 |
249
+ | No log | 12.375 | 396 | 1.4197 | 0.2444 | 1.4197 | 1.1915 |
250
+ | No log | 12.4375 | 398 | 1.2623 | 0.2653 | 1.2623 | 1.1235 |
251
+ | No log | 12.5 | 400 | 1.2032 | 0.2838 | 1.2032 | 1.0969 |
252
+ | No log | 12.5625 | 402 | 1.1816 | 0.2663 | 1.1816 | 1.0870 |
253
+ | No log | 12.625 | 404 | 1.2132 | 0.2112 | 1.2132 | 1.1015 |
254
+ | No log | 12.6875 | 406 | 1.3611 | 0.3071 | 1.3611 | 1.1667 |
255
+ | No log | 12.75 | 408 | 1.3848 | 0.2763 | 1.3848 | 1.1768 |
256
+ | No log | 12.8125 | 410 | 1.2816 | 0.2459 | 1.2816 | 1.1321 |
257
+ | No log | 12.875 | 412 | 1.1770 | 0.1354 | 1.1770 | 1.0849 |
258
+ | No log | 12.9375 | 414 | 1.1658 | 0.1446 | 1.1658 | 1.0797 |
259
+ | No log | 13.0 | 416 | 1.1783 | 0.1354 | 1.1783 | 1.0855 |
260
+ | No log | 13.0625 | 418 | 1.2209 | 0.2232 | 1.2209 | 1.1050 |
261
+ | No log | 13.125 | 420 | 1.2893 | 0.1636 | 1.2893 | 1.1355 |
262
+ | No log | 13.1875 | 422 | 1.3012 | 0.1958 | 1.3012 | 1.1407 |
263
+ | No log | 13.25 | 424 | 1.3111 | 0.1720 | 1.3111 | 1.1450 |
264
+ | No log | 13.3125 | 426 | 1.3605 | 0.1457 | 1.3605 | 1.1664 |
265
+ | No log | 13.375 | 428 | 1.4140 | 0.1147 | 1.4140 | 1.1891 |
266
+ | No log | 13.4375 | 430 | 1.3901 | 0.1030 | 1.3901 | 1.1790 |
267
+ | No log | 13.5 | 432 | 1.3348 | 0.0867 | 1.3348 | 1.1553 |
268
+ | No log | 13.5625 | 434 | 1.3161 | 0.1171 | 1.3161 | 1.1472 |
269
+ | No log | 13.625 | 436 | 1.3509 | 0.1584 | 1.3509 | 1.1623 |
270
+ | No log | 13.6875 | 438 | 1.4203 | 0.0933 | 1.4203 | 1.1918 |
271
+ | No log | 13.75 | 440 | 1.3820 | 0.1257 | 1.3820 | 1.1756 |
272
+ | No log | 13.8125 | 442 | 1.2985 | 0.0839 | 1.2985 | 1.1395 |
273
+ | No log | 13.875 | 444 | 1.2777 | 0.1262 | 1.2777 | 1.1304 |
274
+ | No log | 13.9375 | 446 | 1.2973 | 0.1262 | 1.2973 | 1.1390 |
275
+ | No log | 14.0 | 448 | 1.3822 | 0.1581 | 1.3822 | 1.1757 |
276
+ | No log | 14.0625 | 450 | 1.5161 | 0.0948 | 1.5161 | 1.2313 |
277
+ | No log | 14.125 | 452 | 1.5351 | 0.0948 | 1.5351 | 1.2390 |
278
+ | No log | 14.1875 | 454 | 1.4227 | 0.1002 | 1.4227 | 1.1928 |
279
+ | No log | 14.25 | 456 | 1.3603 | 0.0907 | 1.3603 | 1.1663 |
280
+ | No log | 14.3125 | 458 | 1.3707 | 0.0967 | 1.3707 | 1.1708 |
281
+ | No log | 14.375 | 460 | 1.3689 | 0.0269 | 1.3689 | 1.1700 |
282
+ | No log | 14.4375 | 462 | 1.3157 | 0.0534 | 1.3157 | 1.1470 |
283
+ | No log | 14.5 | 464 | 1.2944 | 0.1202 | 1.2944 | 1.1377 |
284
+ | No log | 14.5625 | 466 | 1.2926 | 0.1202 | 1.2926 | 1.1369 |
285
+ | No log | 14.625 | 468 | 1.2763 | 0.1202 | 1.2763 | 1.1298 |
286
+ | No log | 14.6875 | 470 | 1.2658 | 0.1050 | 1.2658 | 1.1251 |
287
+ | No log | 14.75 | 472 | 1.2878 | 0.1202 | 1.2878 | 1.1348 |
288
+ | No log | 14.8125 | 474 | 1.3438 | 0.1560 | 1.3438 | 1.1592 |
289
+ | No log | 14.875 | 476 | 1.3609 | 0.1232 | 1.3609 | 1.1666 |
290
+ | No log | 14.9375 | 478 | 1.4115 | 0.0879 | 1.4115 | 1.1881 |
291
+ | No log | 15.0 | 480 | 1.3786 | 0.1232 | 1.3786 | 1.1741 |
292
+ | No log | 15.0625 | 482 | 1.3423 | 0.1232 | 1.3423 | 1.1586 |
293
+ | No log | 15.125 | 484 | 1.2753 | 0.1538 | 1.2753 | 1.1293 |
294
+ | No log | 15.1875 | 486 | 1.2604 | 0.2278 | 1.2604 | 1.1227 |
295
+ | No log | 15.25 | 488 | 1.2629 | 0.2278 | 1.2629 | 1.1238 |
296
+ | No log | 15.3125 | 490 | 1.2928 | 0.1446 | 1.2928 | 1.1370 |
297
+ | No log | 15.375 | 492 | 1.3917 | 0.0598 | 1.3917 | 1.1797 |
298
+ | No log | 15.4375 | 494 | 1.4237 | 0.1379 | 1.4237 | 1.1932 |
299
+ | No log | 15.5 | 496 | 1.3854 | 0.0990 | 1.3854 | 1.1770 |
300
+ | No log | 15.5625 | 498 | 1.3285 | 0.0598 | 1.3285 | 1.1526 |
301
+ | 0.3037 | 15.625 | 500 | 1.3157 | 0.0598 | 1.3157 | 1.1470 |
302
+ | 0.3037 | 15.6875 | 502 | 1.2901 | 0.1264 | 1.2901 | 1.1358 |
303
+ | 0.3037 | 15.75 | 504 | 1.3081 | 0.1557 | 1.3081 | 1.1437 |
304
+ | 0.3037 | 15.8125 | 506 | 1.3835 | 0.0445 | 1.3835 | 1.1762 |
305
+ | 0.3037 | 15.875 | 508 | 1.5749 | 0.1031 | 1.5749 | 1.2549 |
306
+ | 0.3037 | 15.9375 | 510 | 1.7321 | 0.1765 | 1.7321 | 1.3161 |
307
+ | 0.3037 | 16.0 | 512 | 1.7440 | 0.2081 | 1.7440 | 1.3206 |
308
+ | 0.3037 | 16.0625 | 514 | 1.6109 | 0.1585 | 1.6109 | 1.2692 |
309
+ | 0.3037 | 16.125 | 516 | 1.5203 | 0.0933 | 1.5203 | 1.2330 |
310
+ | 0.3037 | 16.1875 | 518 | 1.4112 | 0.0398 | 1.4112 | 1.1880 |
311
+ | 0.3037 | 16.25 | 520 | 1.3039 | 0.1557 | 1.3039 | 1.1419 |
312
+ | 0.3037 | 16.3125 | 522 | 1.2586 | 0.1267 | 1.2586 | 1.1219 |
313
+ | 0.3037 | 16.375 | 524 | 1.2471 | 0.1296 | 1.2471 | 1.1167 |
314
+ | 0.3037 | 16.4375 | 526 | 1.2857 | 0.1562 | 1.2857 | 1.1339 |
315
+ | 0.3037 | 16.5 | 528 | 1.4177 | 0.0784 | 1.4177 | 1.1907 |
316
+ | 0.3037 | 16.5625 | 530 | 1.5177 | 0.1848 | 1.5177 | 1.2320 |
317
+ | 0.3037 | 16.625 | 532 | 1.5356 | 0.1481 | 1.5356 | 1.2392 |
318
+ | 0.3037 | 16.6875 | 534 | 1.4623 | 0.1141 | 1.4623 | 1.2093 |
319
+ | 0.3037 | 16.75 | 536 | 1.3604 | 0.0990 | 1.3604 | 1.1663 |
320
+ | 0.3037 | 16.8125 | 538 | 1.3254 | 0.1174 | 1.3254 | 1.1513 |
321
+ | 0.3037 | 16.875 | 540 | 1.3290 | 0.2060 | 1.3290 | 1.1528 |
322
+ | 0.3037 | 16.9375 | 542 | 1.3679 | 0.2159 | 1.3679 | 1.1696 |
323
+ | 0.3037 | 17.0 | 544 | 1.4196 | 0.1702 | 1.4196 | 1.1915 |
324
+ | 0.3037 | 17.0625 | 546 | 1.4774 | 0.1436 | 1.4774 | 1.2155 |
325
+ | 0.3037 | 17.125 | 548 | 1.4840 | 0.1563 | 1.4840 | 1.2182 |
326
+ | 0.3037 | 17.1875 | 550 | 1.5605 | 0.1855 | 1.5605 | 1.2492 |
327
+ | 0.3037 | 17.25 | 552 | 1.5257 | 0.1599 | 1.5257 | 1.2352 |
328
+ | 0.3037 | 17.3125 | 554 | 1.4145 | 0.1050 | 1.4145 | 1.1893 |
329
+ | 0.3037 | 17.375 | 556 | 1.3791 | 0.1199 | 1.3791 | 1.1743 |
330
+ | 0.3037 | 17.4375 | 558 | 1.3389 | 0.1379 | 1.3389 | 1.1571 |
331
+ | 0.3037 | 17.5 | 560 | 1.3335 | 0.1470 | 1.3335 | 1.1548 |
332
+ | 0.3037 | 17.5625 | 562 | 1.3651 | 0.1458 | 1.3651 | 1.1684 |
333
+ | 0.3037 | 17.625 | 564 | 1.3950 | 0.1545 | 1.3950 | 1.1811 |
334
+ | 0.3037 | 17.6875 | 566 | 1.3603 | 0.1773 | 1.3603 | 1.1663 |
335
+ | 0.3037 | 17.75 | 568 | 1.3356 | 0.0879 | 1.3356 | 1.1557 |
336
+ | 0.3037 | 17.8125 | 570 | 1.3230 | 0.1321 | 1.3230 | 1.1502 |
337
+ | 0.3037 | 17.875 | 572 | 1.3289 | 0.0929 | 1.3289 | 1.1528 |
338
+ | 0.3037 | 17.9375 | 574 | 1.3595 | 0.0661 | 1.3595 | 1.1660 |
339
+ | 0.3037 | 18.0 | 576 | 1.3744 | 0.1199 | 1.3744 | 1.1724 |
340
+ | 0.3037 | 18.0625 | 578 | 1.4020 | 0.1199 | 1.4020 | 1.1841 |
341
+ | 0.3037 | 18.125 | 580 | 1.3839 | 0.1199 | 1.3839 | 1.1764 |
342
+ | 0.3037 | 18.1875 | 582 | 1.2681 | 0.1711 | 1.2681 | 1.1261 |
343
+ | 0.3037 | 18.25 | 584 | 1.2030 | 0.2158 | 1.2030 | 1.0968 |
344
+ | 0.3037 | 18.3125 | 586 | 1.1926 | 0.2158 | 1.1926 | 1.0920 |
345
+ | 0.3037 | 18.375 | 588 | 1.2118 | 0.1235 | 1.2118 | 1.1008 |
346
+ | 0.3037 | 18.4375 | 590 | 1.2266 | 0.1841 | 1.2266 | 1.1075 |
347
+ | 0.3037 | 18.5 | 592 | 1.2463 | 0.2138 | 1.2463 | 1.1164 |
348
+ | 0.3037 | 18.5625 | 594 | 1.2896 | 0.1711 | 1.2896 | 1.1356 |
349
+ | 0.3037 | 18.625 | 596 | 1.2684 | 0.1803 | 1.2684 | 1.1262 |
350
+ | 0.3037 | 18.6875 | 598 | 1.2387 | 0.1935 | 1.2387 | 1.1130 |
351
+ | 0.3037 | 18.75 | 600 | 1.2975 | 0.1379 | 1.2975 | 1.1391 |
352
+ | 0.3037 | 18.8125 | 602 | 1.3907 | 0.1171 | 1.3907 | 1.1793 |
353
+ | 0.3037 | 18.875 | 604 | 1.4082 | 0.1059 | 1.4082 | 1.1867 |
354
+ | 0.3037 | 18.9375 | 606 | 1.3474 | 0.1562 | 1.3474 | 1.1608 |
355
+ | 0.3037 | 19.0 | 608 | 1.3443 | 0.1230 | 1.3443 | 1.1595 |
356
+ | 0.3037 | 19.0625 | 610 | 1.3877 | 0.1050 | 1.3877 | 1.1780 |
357
+ | 0.3037 | 19.125 | 612 | 1.3880 | 0.1199 | 1.3880 | 1.1781 |
358
+ | 0.3037 | 19.1875 | 614 | 1.3661 | 0.1584 | 1.3661 | 1.1688 |
359
+ | 0.3037 | 19.25 | 616 | 1.4201 | 0.1493 | 1.4201 | 1.1917 |
360
+ | 0.3037 | 19.3125 | 618 | 1.4281 | 0.1493 | 1.4281 | 1.1950 |
361
+ | 0.3037 | 19.375 | 620 | 1.3706 | 0.1584 | 1.3706 | 1.1707 |
362
+ | 0.3037 | 19.4375 | 622 | 1.3031 | 0.1379 | 1.3031 | 1.1415 |
363
+ | 0.3037 | 19.5 | 624 | 1.2437 | 0.1205 | 1.2437 | 1.1152 |
364
+ | 0.3037 | 19.5625 | 626 | 1.2433 | 0.1480 | 1.2433 | 1.1150 |
365
+ | 0.3037 | 19.625 | 628 | 1.2905 | 0.1264 | 1.2905 | 1.1360 |
366
+ | 0.3037 | 19.6875 | 630 | 1.3936 | 0.1599 | 1.3936 | 1.1805 |
367
+ | 0.3037 | 19.75 | 632 | 1.4988 | 0.2012 | 1.4988 | 1.2243 |
368
+ | 0.3037 | 19.8125 | 634 | 1.4635 | 0.2012 | 1.4635 | 1.2097 |
369
+ | 0.3037 | 19.875 | 636 | 1.3655 | 0.1525 | 1.3655 | 1.1686 |
370
+ | 0.3037 | 19.9375 | 638 | 1.2770 | 0.1935 | 1.2770 | 1.1301 |
371
+ | 0.3037 | 20.0 | 640 | 1.2816 | 0.1852 | 1.2816 | 1.1321 |
372
+ | 0.3037 | 20.0625 | 642 | 1.3228 | 0.1026 | 1.3228 | 1.1501 |
373
+ | 0.3037 | 20.125 | 644 | 1.3678 | 0.1601 | 1.3678 | 1.1695 |
374
+ | 0.3037 | 20.1875 | 646 | 1.3651 | 0.1601 | 1.3651 | 1.1684 |
375
+ | 0.3037 | 20.25 | 648 | 1.3460 | 0.1084 | 1.3460 | 1.1602 |
376
+ | 0.3037 | 20.3125 | 650 | 1.2945 | 0.1413 | 1.2945 | 1.1377 |
377
+ | 0.3037 | 20.375 | 652 | 1.2839 | 0.1447 | 1.2839 | 1.1331 |
378
+ | 0.3037 | 20.4375 | 654 | 1.2844 | 0.1142 | 1.2844 | 1.1333 |
379
+ | 0.3037 | 20.5 | 656 | 1.3587 | 0.0623 | 1.3587 | 1.1656 |
380
+ | 0.3037 | 20.5625 | 658 | 1.4947 | 0.1316 | 1.4947 | 1.2226 |
381
+ | 0.3037 | 20.625 | 660 | 1.5032 | 0.0945 | 1.5032 | 1.2260 |
382
+ | 0.3037 | 20.6875 | 662 | 1.4977 | 0.1316 | 1.4977 | 1.2238 |
383
+ | 0.3037 | 20.75 | 664 | 1.3999 | 0.0623 | 1.3999 | 1.1832 |
384
+ | 0.3037 | 20.8125 | 666 | 1.3540 | 0.0623 | 1.3540 | 1.1636 |
385
+ | 0.3037 | 20.875 | 668 | 1.3147 | 0.0988 | 1.3147 | 1.1466 |
386
+ | 0.3037 | 20.9375 | 670 | 1.3330 | 0.0598 | 1.3330 | 1.1546 |
387
+ | 0.3037 | 21.0 | 672 | 1.4301 | 0.0766 | 1.4301 | 1.1959 |
388
+ | 0.3037 | 21.0625 | 674 | 1.4615 | 0.1284 | 1.4615 | 1.2089 |
389
+ | 0.3037 | 21.125 | 676 | 1.3894 | 0.1050 | 1.3894 | 1.1787 |
390
+ | 0.3037 | 21.1875 | 678 | 1.3057 | 0.0929 | 1.3057 | 1.1427 |
391
+ | 0.3037 | 21.25 | 680 | 1.2838 | 0.0988 | 1.2838 | 1.1331 |
392
+ | 0.3037 | 21.3125 | 682 | 1.2891 | 0.1205 | 1.2891 | 1.1354 |
393
+ | 0.3037 | 21.375 | 684 | 1.2951 | 0.1354 | 1.2951 | 1.1380 |
394
+ | 0.3037 | 21.4375 | 686 | 1.3126 | 0.1413 | 1.3126 | 1.1457 |
395
+ | 0.3037 | 21.5 | 688 | 1.3204 | 0.0990 | 1.3204 | 1.1491 |
396
+ | 0.3037 | 21.5625 | 690 | 1.3664 | 0.1921 | 1.3664 | 1.1689 |
397
+ | 0.3037 | 21.625 | 692 | 1.4016 | 0.1284 | 1.4016 | 1.1839 |
398
+ | 0.3037 | 21.6875 | 694 | 1.3749 | 0.1921 | 1.3749 | 1.1726 |
399
+ | 0.3037 | 21.75 | 696 | 1.2981 | 0.1321 | 1.2981 | 1.1393 |
400
+ | 0.3037 | 21.8125 | 698 | 1.2713 | 0.1264 | 1.2713 | 1.1275 |
401
+ | 0.3037 | 21.875 | 700 | 1.2811 | 0.1264 | 1.2811 | 1.1318 |
402
+ | 0.3037 | 21.9375 | 702 | 1.3006 | 0.1671 | 1.3006 | 1.1404 |
403
+ | 0.3037 | 22.0 | 704 | 1.3193 | 0.1671 | 1.3193 | 1.1486 |
404
+ | 0.3037 | 22.0625 | 706 | 1.2875 | 0.1615 | 1.2875 | 1.1347 |
405
+ | 0.3037 | 22.125 | 708 | 1.2498 | 0.1538 | 1.2498 | 1.1179 |
406
+ | 0.3037 | 22.1875 | 710 | 1.2609 | 0.1882 | 1.2609 | 1.1229 |
407
+ | 0.3037 | 22.25 | 712 | 1.2954 | 0.1706 | 1.2954 | 1.1382 |
408
+ | 0.3037 | 22.3125 | 714 | 1.3328 | 0.1671 | 1.3328 | 1.1545 |
409
+ | 0.3037 | 22.375 | 716 | 1.3685 | 0.1347 | 1.3685 | 1.1698 |
410
+ | 0.3037 | 22.4375 | 718 | 1.3416 | 0.1671 | 1.3417 | 1.1583 |
411
+ | 0.3037 | 22.5 | 720 | 1.3160 | 0.1671 | 1.3160 | 1.1471 |
412
+ | 0.3037 | 22.5625 | 722 | 1.3949 | 0.1403 | 1.3949 | 1.1811 |
413
+ | 0.3037 | 22.625 | 724 | 1.4596 | 0.1459 | 1.4596 | 1.2082 |
414
+ | 0.3037 | 22.6875 | 726 | 1.6422 | 0.1400 | 1.6422 | 1.2815 |
415
+ | 0.3037 | 22.75 | 728 | 1.6486 | 0.0823 | 1.6486 | 1.2840 |
416
+ | 0.3037 | 22.8125 | 730 | 1.4774 | 0.1565 | 1.4774 | 1.2155 |
417
+ | 0.3037 | 22.875 | 732 | 1.3271 | 0.1436 | 1.3271 | 1.1520 |
418
+ | 0.3037 | 22.9375 | 734 | 1.2904 | 0.1388 | 1.2904 | 1.1359 |
419
+ | 0.3037 | 23.0 | 736 | 1.2753 | 0.1388 | 1.2753 | 1.1293 |
420
+ | 0.3037 | 23.0625 | 738 | 1.2776 | 0.1354 | 1.2776 | 1.1303 |
421
+ | 0.3037 | 23.125 | 740 | 1.3141 | 0.1379 | 1.3141 | 1.1463 |
422
+ | 0.3037 | 23.1875 | 742 | 1.4129 | 0.0933 | 1.4129 | 1.1886 |
423
+ | 0.3037 | 23.25 | 744 | 1.4449 | 0.0845 | 1.4449 | 1.2020 |
424
+ | 0.3037 | 23.3125 | 746 | 1.3990 | 0.0933 | 1.3990 | 1.1828 |
425
+ | 0.3037 | 23.375 | 748 | 1.3448 | 0.0839 | 1.3448 | 1.1597 |
426
+ | 0.3037 | 23.4375 | 750 | 1.3198 | 0.0867 | 1.3198 | 1.1488 |
427
+ | 0.3037 | 23.5 | 752 | 1.3416 | 0.0687 | 1.3416 | 1.1583 |
428
+ | 0.3037 | 23.5625 | 754 | 1.3582 | 0.0687 | 1.3582 | 1.1654 |
429
+ | 0.3037 | 23.625 | 756 | 1.3876 | 0.0687 | 1.3876 | 1.1780 |
430
+ | 0.3037 | 23.6875 | 758 | 1.3825 | 0.0687 | 1.3825 | 1.1758 |
431
+ | 0.3037 | 23.75 | 760 | 1.4232 | 0.1201 | 1.4232 | 1.1930 |
432
+ | 0.3037 | 23.8125 | 762 | 1.4475 | 0.1201 | 1.4475 | 1.2031 |
433
+ | 0.3037 | 23.875 | 764 | 1.4488 | 0.1201 | 1.4488 | 1.2037 |
434
+ | 0.3037 | 23.9375 | 766 | 1.5133 | 0.1347 | 1.5133 | 1.2302 |
435
+ | 0.3037 | 24.0 | 768 | 1.5828 | 0.1026 | 1.5828 | 1.2581 |
436
+ | 0.3037 | 24.0625 | 770 | 1.6232 | 0.1257 | 1.6232 | 1.2740 |
437
+ | 0.3037 | 24.125 | 772 | 1.6260 | 0.0975 | 1.6260 | 1.2752 |
438
+ | 0.3037 | 24.1875 | 774 | 1.5007 | 0.1201 | 1.5007 | 1.2250 |
439
+ | 0.3037 | 24.25 | 776 | 1.4339 | 0.0839 | 1.4339 | 1.1974 |
440
+ | 0.3037 | 24.3125 | 778 | 1.4493 | 0.1050 | 1.4493 | 1.2039 |
441
+ | 0.3037 | 24.375 | 780 | 1.5089 | 0.1168 | 1.5089 | 1.2284 |
442
+ | 0.3037 | 24.4375 | 782 | 1.4775 | 0.1021 | 1.4775 | 1.2155 |
443
+ | 0.3037 | 24.5 | 784 | 1.3837 | 0.1289 | 1.3837 | 1.1763 |
444
+ | 0.3037 | 24.5625 | 786 | 1.3417 | 0.1619 | 1.3417 | 1.1583 |
445
+ | 0.3037 | 24.625 | 788 | 1.2867 | 0.0839 | 1.2867 | 1.1343 |
446
+ | 0.3037 | 24.6875 | 790 | 1.2596 | 0.1080 | 1.2596 | 1.1223 |
447
+ | 0.3037 | 24.75 | 792 | 1.2793 | 0.0833 | 1.2793 | 1.1311 |
448
+ | 0.3037 | 24.8125 | 794 | 1.3360 | 0.0650 | 1.3360 | 1.1559 |
449
+ | 0.3037 | 24.875 | 796 | 1.4564 | 0.0534 | 1.4564 | 1.2068 |
450
+ | 0.3037 | 24.9375 | 798 | 1.5473 | 0.1312 | 1.5473 | 1.2439 |
451
+ | 0.3037 | 25.0 | 800 | 1.5414 | 0.1312 | 1.5414 | 1.2415 |
452
+ | 0.3037 | 25.0625 | 802 | 1.4905 | 0.0486 | 1.4905 | 1.2209 |
453
+ | 0.3037 | 25.125 | 804 | 1.4066 | 0.0907 | 1.4066 | 1.1860 |
454
+ | 0.3037 | 25.1875 | 806 | 1.2955 | 0.1080 | 1.2955 | 1.1382 |
455
+ | 0.3037 | 25.25 | 808 | 1.2358 | 0.1422 | 1.2358 | 1.1116 |
456
+ | 0.3037 | 25.3125 | 810 | 1.2385 | 0.1235 | 1.2385 | 1.1129 |
457
+ | 0.3037 | 25.375 | 812 | 1.2729 | 0.1447 | 1.2729 | 1.1282 |
458
+ | 0.3037 | 25.4375 | 814 | 1.3416 | 0.1437 | 1.3416 | 1.1583 |
459
+ | 0.3037 | 25.5 | 816 | 1.4164 | 0.1921 | 1.4164 | 1.1901 |
460
+ | 0.3037 | 25.5625 | 818 | 1.4267 | 0.2242 | 1.4267 | 1.1944 |
461
+ | 0.3037 | 25.625 | 820 | 1.4136 | 0.2100 | 1.4136 | 1.1890 |
462
+ | 0.3037 | 25.6875 | 822 | 1.3746 | 0.1201 | 1.3746 | 1.1724 |
463
+ | 0.3037 | 25.75 | 824 | 1.3117 | 0.0929 | 1.3117 | 1.1453 |
464
+ | 0.3037 | 25.8125 | 826 | 1.2821 | 0.0804 | 1.2821 | 1.1323 |
465
+ | 0.3037 | 25.875 | 828 | 1.3144 | 0.0990 | 1.3144 | 1.1465 |
466
+ | 0.3037 | 25.9375 | 830 | 1.3990 | 0.1912 | 1.3990 | 1.1828 |
467
+ | 0.3037 | 26.0 | 832 | 1.4037 | 0.1912 | 1.4037 | 1.1848 |
468
+ | 0.3037 | 26.0625 | 834 | 1.3653 | 0.1766 | 1.3653 | 1.1685 |
469
+ | 0.3037 | 26.125 | 836 | 1.3177 | 0.0839 | 1.3177 | 1.1479 |
470
+ | 0.3037 | 26.1875 | 838 | 1.2705 | 0.1142 | 1.2705 | 1.1272 |
471
+ | 0.3037 | 26.25 | 840 | 1.2554 | 0.1235 | 1.2554 | 1.1205 |
472
+ | 0.3037 | 26.3125 | 842 | 1.2676 | 0.0804 | 1.2676 | 1.1259 |
473
+ | 0.3037 | 26.375 | 844 | 1.2994 | 0.0839 | 1.2994 | 1.1399 |
474
+ | 0.3037 | 26.4375 | 846 | 1.3514 | 0.0839 | 1.3514 | 1.1625 |
475
+ | 0.3037 | 26.5 | 848 | 1.3938 | 0.1581 | 1.3938 | 1.1806 |
476
+ | 0.3037 | 26.5625 | 850 | 1.4702 | 0.2100 | 1.4702 | 1.2125 |
477
+ | 0.3037 | 26.625 | 852 | 1.4864 | 0.2242 | 1.4864 | 1.2192 |
478
+ | 0.3037 | 26.6875 | 854 | 1.4450 | 0.2100 | 1.4450 | 1.2021 |
479
+ | 0.3037 | 26.75 | 856 | 1.3950 | 0.0839 | 1.3950 | 1.1811 |
480
+ | 0.3037 | 26.8125 | 858 | 1.3605 | 0.0839 | 1.3605 | 1.1664 |
481
+ | 0.3037 | 26.875 | 860 | 1.3391 | 0.0380 | 1.3391 | 1.1572 |
482
+ | 0.3037 | 26.9375 | 862 | 1.3229 | 0.0469 | 1.3229 | 1.1502 |
483
+ | 0.3037 | 27.0 | 864 | 1.3435 | 0.0469 | 1.3435 | 1.1591 |
484
+ | 0.3037 | 27.0625 | 866 | 1.3795 | 0.0380 | 1.3795 | 1.1745 |
485
+ | 0.3037 | 27.125 | 868 | 1.4300 | 0.0839 | 1.4300 | 1.1958 |
486
+ | 0.3037 | 27.1875 | 870 | 1.4875 | 0.0872 | 1.4875 | 1.2196 |
487
+ | 0.3037 | 27.25 | 872 | 1.5249 | 0.1080 | 1.5249 | 1.2349 |
488
+ | 0.3037 | 27.3125 | 874 | 1.5115 | 0.0933 | 1.5115 | 1.2294 |
489
+ | 0.3037 | 27.375 | 876 | 1.4413 | 0.0334 | 1.4413 | 1.2006 |
490
+ | 0.3037 | 27.4375 | 878 | 1.3798 | 0.0929 | 1.3798 | 1.1747 |
491
+ | 0.3037 | 27.5 | 880 | 1.3263 | 0.0777 | 1.3263 | 1.1517 |
492
+ | 0.3037 | 27.5625 | 882 | 1.3177 | 0.1230 | 1.3177 | 1.1479 |
493
+ | 0.3037 | 27.625 | 884 | 1.3627 | 0.0933 | 1.3627 | 1.1674 |
494
+ | 0.3037 | 27.6875 | 886 | 1.3963 | 0.0758 | 1.3963 | 1.1816 |
495
+ | 0.3037 | 27.75 | 888 | 1.4088 | 0.1257 | 1.4088 | 1.1869 |
496
+ | 0.3037 | 27.8125 | 890 | 1.4191 | 0.1347 | 1.4191 | 1.1913 |
497
+ | 0.3037 | 27.875 | 892 | 1.4377 | 0.1143 | 1.4377 | 1.1991 |
498
+ | 0.3037 | 27.9375 | 894 | 1.4060 | 0.0935 | 1.4060 | 1.1858 |
499
+ | 0.3037 | 28.0 | 896 | 1.3676 | 0.1422 | 1.3676 | 1.1694 |
500
+ | 0.3037 | 28.0625 | 898 | 1.3466 | 0.1422 | 1.3466 | 1.1604 |
501
+ | 0.3037 | 28.125 | 900 | 1.3480 | 0.1422 | 1.3480 | 1.1610 |
502
+ | 0.3037 | 28.1875 | 902 | 1.3910 | 0.0559 | 1.3910 | 1.1794 |
503
+ | 0.3037 | 28.25 | 904 | 1.4148 | 0.0687 | 1.4148 | 1.1895 |
504
+ | 0.3037 | 28.3125 | 906 | 1.4068 | 0.0687 | 1.4068 | 1.1861 |
505
+ | 0.3037 | 28.375 | 908 | 1.3815 | 0.0687 | 1.3815 | 1.1754 |
506
+ | 0.3037 | 28.4375 | 910 | 1.3898 | 0.0687 | 1.3898 | 1.1789 |
507
+ | 0.3037 | 28.5 | 912 | 1.3571 | 0.1295 | 1.3571 | 1.1649 |
508
+ | 0.3037 | 28.5625 | 914 | 1.3487 | 0.0896 | 1.3487 | 1.1613 |
509
+ | 0.3037 | 28.625 | 916 | 1.3490 | 0.0896 | 1.3490 | 1.1614 |
510
+ | 0.3037 | 28.6875 | 918 | 1.3569 | 0.0867 | 1.3569 | 1.1649 |
511
+ | 0.3037 | 28.75 | 920 | 1.3601 | 0.0867 | 1.3601 | 1.1662 |
512
+ | 0.3037 | 28.8125 | 922 | 1.3854 | 0.0687 | 1.3854 | 1.1770 |
513
+ | 0.3037 | 28.875 | 924 | 1.4143 | 0.1055 | 1.4143 | 1.1893 |
514
+ | 0.3037 | 28.9375 | 926 | 1.3887 | 0.1055 | 1.3887 | 1.1784 |
515
+ | 0.3037 | 29.0 | 928 | 1.3735 | 0.0777 | 1.3735 | 1.1720 |
516
+ | 0.3037 | 29.0625 | 930 | 1.3858 | 0.0687 | 1.3858 | 1.1772 |
517
+ | 0.3037 | 29.125 | 932 | 1.3899 | 0.0687 | 1.3899 | 1.1789 |
518
+ | 0.3037 | 29.1875 | 934 | 1.3738 | 0.0777 | 1.3738 | 1.1721 |
519
+ | 0.3037 | 29.25 | 936 | 1.3430 | 0.0380 | 1.3430 | 1.1589 |
520
+ | 0.3037 | 29.3125 | 938 | 1.3371 | 0.1050 | 1.3371 | 1.1563 |
521
+ | 0.3037 | 29.375 | 940 | 1.3451 | 0.1050 | 1.3451 | 1.1598 |
522
+ | 0.3037 | 29.4375 | 942 | 1.3795 | 0.0291 | 1.3795 | 1.1745 |
523
+ | 0.3037 | 29.5 | 944 | 1.4687 | 0.1257 | 1.4687 | 1.2119 |
524
+ | 0.3037 | 29.5625 | 946 | 1.5622 | 0.1027 | 1.5622 | 1.2499 |
525
+ | 0.3037 | 29.625 | 948 | 1.6059 | 0.0774 | 1.6059 | 1.2672 |
526
+ | 0.3037 | 29.6875 | 950 | 1.5945 | 0.0416 | 1.5945 | 1.2627 |
527
+ | 0.3037 | 29.75 | 952 | 1.5232 | 0.0416 | 1.5232 | 1.2342 |
528
+ | 0.3037 | 29.8125 | 954 | 1.4149 | 0.0610 | 1.4149 | 1.1895 |
529
+ | 0.3037 | 29.875 | 956 | 1.3378 | 0.1050 | 1.3378 | 1.1566 |
530
+ | 0.3037 | 29.9375 | 958 | 1.3282 | 0.0445 | 1.3282 | 1.1525 |
531
+ | 0.3037 | 30.0 | 960 | 1.3491 | 0.0509 | 1.3491 | 1.1615 |
532
+ | 0.3037 | 30.0625 | 962 | 1.3879 | 0.1050 | 1.3879 | 1.1781 |
533
+ | 0.3037 | 30.125 | 964 | 1.4457 | 0.0784 | 1.4457 | 1.2024 |
534
+ | 0.3037 | 30.1875 | 966 | 1.4853 | 0.0784 | 1.4853 | 1.2187 |
535
+ | 0.3037 | 30.25 | 968 | 1.4949 | 0.0784 | 1.4949 | 1.2227 |
536
+ | 0.3037 | 30.3125 | 970 | 1.5096 | 0.0784 | 1.5096 | 1.2287 |
537
+ | 0.3037 | 30.375 | 972 | 1.5271 | 0.0784 | 1.5271 | 1.2358 |
538
+ | 0.3037 | 30.4375 | 974 | 1.5277 | 0.0462 | 1.5277 | 1.2360 |
539
+ | 0.3037 | 30.5 | 976 | 1.4802 | 0.0784 | 1.4802 | 1.2166 |
540
+ | 0.3037 | 30.5625 | 978 | 1.4102 | 0.0661 | 1.4102 | 1.1875 |
541
+ | 0.3037 | 30.625 | 980 | 1.3232 | 0.0534 | 1.3232 | 1.1503 |
542
+ | 0.3037 | 30.6875 | 982 | 1.2812 | 0.1328 | 1.2812 | 1.1319 |
543
+ | 0.3037 | 30.75 | 984 | 1.2724 | 0.1328 | 1.2724 | 1.1280 |
544
+ | 0.3037 | 30.8125 | 986 | 1.2713 | 0.1328 | 1.2713 | 1.1275 |
545
+ | 0.3037 | 30.875 | 988 | 1.3094 | 0.0650 | 1.3094 | 1.1443 |
546
+ | 0.3037 | 30.9375 | 990 | 1.3939 | 0.0687 | 1.3939 | 1.1806 |
547
+ | 0.3037 | 31.0 | 992 | 1.4664 | 0.0990 | 1.4664 | 1.2109 |
548
+ | 0.3037 | 31.0625 | 994 | 1.5465 | 0.0462 | 1.5465 | 1.2436 |
549
+ | 0.3037 | 31.125 | 996 | 1.5459 | 0.0462 | 1.5459 | 1.2433 |
550
+ | 0.3037 | 31.1875 | 998 | 1.4836 | 0.0334 | 1.4836 | 1.2180 |
551
+ | 0.0617 | 31.25 | 1000 | 1.4274 | 0.0990 | 1.4274 | 1.1947 |
552
+ | 0.0617 | 31.3125 | 1002 | 1.3536 | 0.0291 | 1.3536 | 1.1635 |
553
+ | 0.0617 | 31.375 | 1004 | 1.3306 | 0.0291 | 1.3306 | 1.1535 |
554
+ | 0.0617 | 31.4375 | 1006 | 1.3198 | 0.1054 | 1.3198 | 1.1488 |
555
+ | 0.0617 | 31.5 | 1008 | 1.3363 | 0.0964 | 1.3363 | 1.1560 |
556
+ | 0.0617 | 31.5625 | 1010 | 1.3866 | 0.0687 | 1.3866 | 1.1775 |
557
+ | 0.0617 | 31.625 | 1012 | 1.4576 | 0.0990 | 1.4576 | 1.2073 |
558
+ | 0.0617 | 31.6875 | 1014 | 1.5366 | 0.0990 | 1.5366 | 1.2396 |
559
+ | 0.0617 | 31.75 | 1016 | 1.5957 | 0.0666 | 1.5957 | 1.2632 |
560
 
561
 
562
  ### Framework versions