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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k13_task2_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k12_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k12_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: 1.1621
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- - Qwk: 0.1281
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- - Mse: 1.1621
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- - Rmse: 1.0780
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  ## Model description
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@@ -49,261 +49,286 @@ 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 | 0.0323 | 2 | 4.9050 | 0.0010 | 4.9050 | 2.2147 |
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- | No log | 0.0645 | 4 | 3.0948 | -0.0079 | 3.0948 | 1.7592 |
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- | No log | 0.0968 | 6 | 2.2227 | -0.0173 | 2.2227 | 1.4909 |
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- | No log | 0.1290 | 8 | 1.8471 | 0.0069 | 1.8471 | 1.3591 |
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- | No log | 0.1613 | 10 | 2.1589 | 0.0021 | 2.1589 | 1.4693 |
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- | No log | 0.1935 | 12 | 1.8928 | -0.2002 | 1.8928 | 1.3758 |
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- | No log | 0.2258 | 14 | 1.2773 | 0.1207 | 1.2773 | 1.1302 |
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- | No log | 0.2581 | 16 | 1.2487 | -0.0147 | 1.2487 | 1.1175 |
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- | No log | 0.2903 | 18 | 1.4247 | 0.0339 | 1.4247 | 1.1936 |
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- | No log | 0.3226 | 20 | 1.4552 | -0.0300 | 1.4553 | 1.2063 |
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- | No log | 0.3548 | 22 | 1.3123 | 0.0662 | 1.3123 | 1.1455 |
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- | No log | 0.3871 | 24 | 1.2178 | 0.2167 | 1.2178 | 1.1035 |
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- | No log | 0.4194 | 26 | 1.2050 | 0.1857 | 1.2050 | 1.0977 |
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- | No log | 0.4516 | 28 | 1.2043 | 0.1417 | 1.2043 | 1.0974 |
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- | No log | 0.4839 | 30 | 1.2000 | 0.2464 | 1.2000 | 1.0955 |
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- | No log | 0.5161 | 32 | 1.2022 | 0.2464 | 1.2022 | 1.0964 |
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- | No log | 0.5484 | 34 | 1.2199 | 0.1417 | 1.2199 | 1.1045 |
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- | No log | 0.5806 | 36 | 1.2400 | 0.1144 | 1.2400 | 1.1135 |
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- | No log | 0.6129 | 38 | 1.2532 | 0.1142 | 1.2532 | 1.1195 |
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- | No log | 0.6452 | 40 | 1.3050 | 0.0481 | 1.3050 | 1.1424 |
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- | No log | 0.6774 | 42 | 1.5217 | 0.0688 | 1.5217 | 1.2336 |
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- | No log | 0.7097 | 44 | 1.5533 | 0.0838 | 1.5533 | 1.2463 |
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- | No log | 0.7419 | 46 | 1.3817 | 0.1288 | 1.3817 | 1.1755 |
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- | No log | 0.7742 | 48 | 1.2167 | 0.1307 | 1.2167 | 1.1030 |
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- | No log | 0.8065 | 50 | 1.3306 | 0.0353 | 1.3306 | 1.1535 |
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- | No log | 0.8387 | 52 | 1.4397 | 0.0263 | 1.4397 | 1.1999 |
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- | No log | 0.8710 | 54 | 1.3438 | 0.1071 | 1.3438 | 1.1592 |
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- | No log | 0.9032 | 56 | 1.2074 | 0.1780 | 1.2074 | 1.0988 |
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- | No log | 0.9355 | 58 | 1.2168 | 0.2700 | 1.2168 | 1.1031 |
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- | No log | 0.9677 | 60 | 1.2102 | 0.2088 | 1.2102 | 1.1001 |
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- | No log | 1.0 | 62 | 1.1756 | 0.2263 | 1.1756 | 1.0843 |
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- | No log | 1.0323 | 64 | 1.1996 | 0.2490 | 1.1996 | 1.0953 |
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- | No log | 1.0645 | 66 | 1.3959 | 0.1756 | 1.3959 | 1.1815 |
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- | No log | 1.0968 | 68 | 1.4673 | 0.2285 | 1.4673 | 1.2113 |
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- | No log | 1.1290 | 70 | 1.3654 | 0.1339 | 1.3654 | 1.1685 |
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- | No log | 1.1613 | 72 | 1.3086 | 0.1717 | 1.3086 | 1.1440 |
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- | No log | 1.1935 | 74 | 1.3364 | 0.1766 | 1.3364 | 1.1560 |
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- | No log | 1.2258 | 76 | 1.5616 | 0.2229 | 1.5616 | 1.2496 |
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- | No log | 1.2581 | 78 | 1.7936 | 0.2925 | 1.7936 | 1.3393 |
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- | No log | 1.2903 | 80 | 1.7799 | 0.2497 | 1.7799 | 1.3341 |
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- | No log | 1.3226 | 82 | 1.7235 | 0.2857 | 1.7235 | 1.3128 |
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- | No log | 1.3548 | 84 | 1.5318 | 0.2320 | 1.5318 | 1.2377 |
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- | No log | 1.3871 | 86 | 1.4315 | 0.2965 | 1.4315 | 1.1964 |
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- | No log | 1.4194 | 88 | 1.4380 | 0.2985 | 1.4380 | 1.1992 |
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- | No log | 1.4516 | 90 | 1.5161 | 0.3061 | 1.5161 | 1.2313 |
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- | No log | 1.4839 | 92 | 1.3891 | 0.2907 | 1.3891 | 1.1786 |
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- | No log | 1.5161 | 94 | 1.2413 | 0.3000 | 1.2413 | 1.1141 |
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- | No log | 1.5484 | 96 | 1.2492 | 0.2898 | 1.2492 | 1.1177 |
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- | No log | 1.5806 | 98 | 1.5011 | 0.3791 | 1.5011 | 1.2252 |
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- | No log | 1.6129 | 100 | 1.7270 | 0.2689 | 1.7270 | 1.3141 |
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- | No log | 1.6452 | 102 | 1.5796 | 0.4310 | 1.5796 | 1.2568 |
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- | No log | 1.6774 | 104 | 1.3358 | 0.2621 | 1.3358 | 1.1558 |
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- | No log | 1.7097 | 106 | 1.2777 | 0.2326 | 1.2777 | 1.1304 |
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- | No log | 1.7419 | 108 | 1.3888 | 0.2826 | 1.3888 | 1.1785 |
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- | No log | 1.7742 | 110 | 1.4901 | 0.3125 | 1.4901 | 1.2207 |
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- | No log | 1.8065 | 112 | 1.4251 | 0.3590 | 1.4251 | 1.1938 |
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- | No log | 1.8387 | 114 | 1.3973 | 0.3360 | 1.3973 | 1.1821 |
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- | No log | 1.8710 | 116 | 1.3902 | 0.2966 | 1.3902 | 1.1791 |
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- | No log | 1.9032 | 118 | 1.4318 | 0.3200 | 1.4318 | 1.1966 |
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- | No log | 1.9355 | 120 | 1.5351 | 0.3299 | 1.5351 | 1.2390 |
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- | No log | 1.9677 | 122 | 1.3350 | 0.3232 | 1.3350 | 1.1554 |
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- | No log | 2.0 | 124 | 1.1750 | 0.1824 | 1.1750 | 1.0840 |
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- | No log | 2.0323 | 126 | 1.1824 | 0.2404 | 1.1824 | 1.0874 |
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- | No log | 2.0645 | 128 | 1.3566 | 0.3163 | 1.3566 | 1.1647 |
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- | No log | 2.0968 | 130 | 1.5171 | 0.2881 | 1.5171 | 1.2317 |
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- | No log | 2.1290 | 132 | 1.4337 | 0.2337 | 1.4337 | 1.1974 |
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- | No log | 2.1613 | 134 | 1.2308 | 0.3046 | 1.2308 | 1.1094 |
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- | No log | 2.1935 | 136 | 1.1071 | 0.3177 | 1.1071 | 1.0522 |
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- | No log | 2.2258 | 138 | 1.1234 | 0.3065 | 1.1234 | 1.0599 |
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- | No log | 2.2581 | 140 | 1.2811 | 0.3303 | 1.2811 | 1.1319 |
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- | No log | 2.2903 | 142 | 1.7737 | 0.2503 | 1.7737 | 1.3318 |
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- | No log | 2.3226 | 144 | 1.9793 | 0.1024 | 1.9793 | 1.4069 |
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- | No log | 2.3548 | 146 | 1.7908 | 0.2305 | 1.7908 | 1.3382 |
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- | No log | 2.3871 | 148 | 1.3532 | 0.3227 | 1.3532 | 1.1633 |
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- | No log | 2.4194 | 150 | 1.2017 | 0.2743 | 1.2017 | 1.0962 |
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- | No log | 2.4516 | 152 | 1.2264 | 0.2275 | 1.2264 | 1.1074 |
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- | No log | 2.4839 | 154 | 1.1974 | 0.2143 | 1.1974 | 1.0942 |
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- | No log | 2.5161 | 156 | 1.2507 | 0.2174 | 1.2507 | 1.1184 |
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- | No log | 2.5484 | 158 | 1.3896 | 0.2437 | 1.3896 | 1.1788 |
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- | No log | 2.5806 | 160 | 1.4947 | 0.2987 | 1.4947 | 1.2226 |
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- | No log | 2.6129 | 162 | 1.4398 | 0.3188 | 1.4398 | 1.1999 |
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- | No log | 2.6452 | 164 | 1.3748 | 0.2390 | 1.3748 | 1.1725 |
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- | No log | 2.6774 | 166 | 1.2880 | 0.2424 | 1.2880 | 1.1349 |
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- | No log | 2.7097 | 168 | 1.2256 | 0.2288 | 1.2256 | 1.1071 |
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- | No log | 2.7419 | 170 | 1.2488 | 0.1870 | 1.2488 | 1.1175 |
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- | No log | 2.7742 | 172 | 1.3296 | 0.2165 | 1.3296 | 1.1531 |
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- | No log | 2.8065 | 174 | 1.5084 | 0.2470 | 1.5084 | 1.2282 |
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- | No log | 2.8387 | 176 | 1.7174 | 0.2231 | 1.7174 | 1.3105 |
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- | No log | 2.8710 | 178 | 1.6057 | 0.2911 | 1.6057 | 1.2672 |
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- | No log | 2.9032 | 180 | 1.5703 | 0.2389 | 1.5703 | 1.2531 |
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- | No log | 2.9355 | 182 | 1.5956 | 0.2798 | 1.5956 | 1.2632 |
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- | No log | 2.9677 | 184 | 1.3672 | 0.1848 | 1.3672 | 1.1693 |
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- | No log | 3.0 | 186 | 1.2705 | 0.1212 | 1.2705 | 1.1272 |
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- | No log | 3.0323 | 188 | 1.2799 | 0.0855 | 1.2799 | 1.1313 |
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- | No log | 3.0645 | 190 | 1.2646 | 0.1371 | 1.2646 | 1.1245 |
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- | No log | 3.0968 | 192 | 1.4398 | 0.2857 | 1.4398 | 1.1999 |
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- | No log | 3.1290 | 194 | 1.8997 | 0.2006 | 1.8997 | 1.3783 |
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- | No log | 3.1613 | 196 | 2.0516 | 0.1790 | 2.0516 | 1.4323 |
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- | No log | 3.1935 | 198 | 1.6989 | 0.2622 | 1.6989 | 1.3034 |
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- | No log | 3.2258 | 200 | 1.4607 | 0.2760 | 1.4607 | 1.2086 |
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- | No log | 3.2581 | 202 | 1.3422 | 0.3778 | 1.3422 | 1.1586 |
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- | No log | 3.2903 | 204 | 1.3746 | 0.3621 | 1.3746 | 1.1725 |
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- | No log | 3.3226 | 206 | 1.4426 | 0.3523 | 1.4426 | 1.2011 |
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- | No log | 3.3548 | 208 | 1.5868 | 0.2754 | 1.5868 | 1.2597 |
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- | No log | 3.3871 | 210 | 1.4545 | 0.2701 | 1.4545 | 1.2060 |
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- | No log | 3.4194 | 212 | 1.2854 | 0.2485 | 1.2854 | 1.1337 |
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- | No log | 3.4516 | 214 | 1.2640 | 0.1727 | 1.2640 | 1.1243 |
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- | No log | 3.4839 | 216 | 1.3485 | 0.2485 | 1.3485 | 1.1612 |
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- | No log | 3.5161 | 218 | 1.5223 | 0.1643 | 1.5223 | 1.2338 |
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- | No log | 3.5484 | 220 | 1.5428 | 0.2136 | 1.5428 | 1.2421 |
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- | No log | 3.5806 | 222 | 1.4351 | 0.2163 | 1.4351 | 1.1980 |
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- | No log | 3.6129 | 224 | 1.3997 | 0.2586 | 1.3997 | 1.1831 |
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- | No log | 3.6452 | 226 | 1.3834 | 0.2586 | 1.3834 | 1.1762 |
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- | No log | 3.6774 | 228 | 1.4685 | 0.2964 | 1.4685 | 1.2118 |
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- | No log | 3.7097 | 230 | 1.6643 | 0.2973 | 1.6643 | 1.2901 |
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- | No log | 3.7419 | 232 | 1.7358 | 0.2887 | 1.7358 | 1.3175 |
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- | No log | 3.7742 | 234 | 1.7056 | 0.2735 | 1.7056 | 1.3060 |
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- | No log | 3.8065 | 236 | 1.4788 | 0.2485 | 1.4788 | 1.2161 |
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- | No log | 3.8387 | 238 | 1.2759 | 0.1991 | 1.2759 | 1.1296 |
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- | No log | 3.8710 | 240 | 1.2063 | 0.1316 | 1.2063 | 1.0983 |
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- | No log | 3.9032 | 242 | 1.2354 | 0.1316 | 1.2354 | 1.1115 |
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- | No log | 3.9355 | 244 | 1.3868 | 0.2424 | 1.3868 | 1.1776 |
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- | No log | 3.9677 | 246 | 1.6184 | 0.3008 | 1.6184 | 1.2722 |
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- | No log | 4.0 | 248 | 1.6058 | 0.2935 | 1.6058 | 1.2672 |
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- | No log | 4.0323 | 250 | 1.3595 | 0.2371 | 1.3595 | 1.1660 |
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- | No log | 4.0645 | 252 | 1.2659 | 0.1981 | 1.2659 | 1.1251 |
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- | No log | 4.0968 | 254 | 1.2737 | 0.1981 | 1.2737 | 1.1286 |
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- | No log | 4.1290 | 256 | 1.3956 | 0.2248 | 1.3956 | 1.1814 |
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- | No log | 4.1613 | 258 | 1.4954 | 0.2272 | 1.4954 | 1.2229 |
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- | No log | 4.1935 | 260 | 1.5844 | 0.2334 | 1.5844 | 1.2587 |
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- | No log | 4.2258 | 262 | 1.5260 | 0.2113 | 1.5260 | 1.2353 |
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- | No log | 4.2581 | 264 | 1.4879 | 0.2726 | 1.4879 | 1.2198 |
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- | No log | 4.2903 | 266 | 1.4177 | 0.2564 | 1.4177 | 1.1907 |
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- | No log | 4.3226 | 268 | 1.4753 | 0.2985 | 1.4753 | 1.2146 |
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- | No log | 4.3548 | 270 | 1.4922 | 0.2985 | 1.4922 | 1.2215 |
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- | No log | 4.3871 | 272 | 1.5635 | 0.2658 | 1.5635 | 1.2504 |
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- | No log | 4.4194 | 274 | 1.4884 | 0.2757 | 1.4884 | 1.2200 |
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- | No log | 4.4516 | 276 | 1.3453 | 0.2738 | 1.3453 | 1.1599 |
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- | No log | 4.4839 | 278 | 1.2799 | 0.2976 | 1.2799 | 1.1313 |
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- | No log | 4.5161 | 280 | 1.2666 | 0.3113 | 1.2666 | 1.1255 |
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- | No log | 4.5484 | 282 | 1.3167 | 0.3023 | 1.3167 | 1.1475 |
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- | No log | 4.5806 | 284 | 1.4273 | 0.2021 | 1.4273 | 1.1947 |
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- | No log | 4.6129 | 286 | 1.5505 | 0.2873 | 1.5505 | 1.2452 |
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- | No log | 4.6452 | 288 | 1.4966 | 0.2782 | 1.4966 | 1.2233 |
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- | No log | 4.6774 | 290 | 1.3677 | 0.2981 | 1.3677 | 1.1695 |
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- | No log | 4.7097 | 292 | 1.3647 | 0.2981 | 1.3647 | 1.1682 |
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- | No log | 4.7419 | 294 | 1.4218 | 0.2489 | 1.4218 | 1.1924 |
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- | No log | 4.7742 | 296 | 1.4249 | 0.2489 | 1.4249 | 1.1937 |
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- | No log | 4.8065 | 298 | 1.3402 | 0.2710 | 1.3402 | 1.1577 |
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- | No log | 4.8387 | 300 | 1.2259 | 0.2300 | 1.2259 | 1.1072 |
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- | No log | 4.8710 | 302 | 1.2166 | 0.1504 | 1.2166 | 1.1030 |
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- | No log | 4.9032 | 304 | 1.2499 | 0.2056 | 1.2499 | 1.1180 |
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- | No log | 4.9355 | 306 | 1.3134 | 0.2857 | 1.3134 | 1.1460 |
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- | No log | 4.9677 | 308 | 1.4100 | 0.1943 | 1.4100 | 1.1874 |
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- | No log | 5.0 | 310 | 1.4829 | 0.2773 | 1.4829 | 1.2178 |
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- | No log | 5.0323 | 312 | 1.4197 | 0.2875 | 1.4197 | 1.1915 |
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- | No log | 5.0645 | 314 | 1.3812 | 0.2558 | 1.3812 | 1.1752 |
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- | No log | 5.0968 | 316 | 1.4180 | 0.2681 | 1.4180 | 1.1908 |
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- | No log | 5.1290 | 318 | 1.5254 | 0.2731 | 1.5254 | 1.2351 |
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- | No log | 5.1613 | 320 | 1.5111 | 0.2757 | 1.5111 | 1.2293 |
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- | No log | 5.1935 | 322 | 1.4853 | 0.2857 | 1.4853 | 1.2187 |
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- | No log | 5.2258 | 324 | 1.5600 | 0.2633 | 1.5600 | 1.2490 |
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- | No log | 5.2581 | 326 | 1.5569 | 0.3006 | 1.5569 | 1.2477 |
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- | No log | 5.2903 | 328 | 1.4375 | 0.2881 | 1.4375 | 1.1990 |
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- | No log | 5.3226 | 330 | 1.4104 | 0.2773 | 1.4104 | 1.1876 |
217
- | No log | 5.3548 | 332 | 1.3938 | 0.3084 | 1.3938 | 1.1806 |
218
- | No log | 5.3871 | 334 | 1.4376 | 0.3303 | 1.4376 | 1.1990 |
219
- | No log | 5.4194 | 336 | 1.5313 | 0.2798 | 1.5313 | 1.2375 |
220
- | No log | 5.4516 | 338 | 1.5733 | 0.2798 | 1.5733 | 1.2543 |
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- | No log | 5.4839 | 340 | 1.6044 | 0.2820 | 1.6044 | 1.2666 |
222
- | No log | 5.5161 | 342 | 1.4486 | 0.2437 | 1.4486 | 1.2036 |
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- | No log | 5.5484 | 344 | 1.3316 | 0.1625 | 1.3316 | 1.1540 |
224
- | No log | 5.5806 | 346 | 1.3228 | 0.1943 | 1.3228 | 1.1501 |
225
- | No log | 5.6129 | 348 | 1.3933 | 0.2163 | 1.3933 | 1.1804 |
226
- | No log | 5.6452 | 350 | 1.4556 | 0.2964 | 1.4556 | 1.2065 |
227
- | No log | 5.6774 | 352 | 1.4467 | 0.3405 | 1.4467 | 1.2028 |
228
- | No log | 5.7097 | 354 | 1.3274 | 0.2037 | 1.3274 | 1.1521 |
229
- | No log | 5.7419 | 356 | 1.2141 | 0.2370 | 1.2141 | 1.1019 |
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- | No log | 5.7742 | 358 | 1.2251 | 0.2683 | 1.2251 | 1.1068 |
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- | No log | 5.8065 | 360 | 1.3484 | 0.3384 | 1.3484 | 1.1612 |
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- | No log | 5.8387 | 362 | 1.5483 | 0.3511 | 1.5483 | 1.2443 |
233
- | No log | 5.8710 | 364 | 1.5912 | 0.3140 | 1.5912 | 1.2614 |
234
- | No log | 5.9032 | 366 | 1.4345 | 0.2839 | 1.4345 | 1.1977 |
235
- | No log | 5.9355 | 368 | 1.2461 | 0.2291 | 1.2461 | 1.1163 |
236
- | No log | 5.9677 | 370 | 1.1379 | 0.1246 | 1.1379 | 1.0667 |
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- | No log | 6.0 | 372 | 1.1141 | 0.1567 | 1.1141 | 1.0555 |
238
- | No log | 6.0323 | 374 | 1.1207 | 0.1624 | 1.1207 | 1.0586 |
239
- | No log | 6.0645 | 376 | 1.2120 | 0.2248 | 1.2120 | 1.1009 |
240
- | No log | 6.0968 | 378 | 1.4417 | 0.3025 | 1.4417 | 1.2007 |
241
- | No log | 6.1290 | 380 | 1.6199 | 0.2731 | 1.6199 | 1.2727 |
242
- | No log | 6.1613 | 382 | 1.5446 | 0.3082 | 1.5446 | 1.2428 |
243
- | No log | 6.1935 | 384 | 1.3198 | 0.2317 | 1.3198 | 1.1488 |
244
- | No log | 6.2258 | 386 | 1.2292 | 0.2054 | 1.2292 | 1.1087 |
245
- | No log | 6.2581 | 388 | 1.2916 | 0.1764 | 1.2916 | 1.1365 |
246
- | No log | 6.2903 | 390 | 1.4007 | 0.1498 | 1.4007 | 1.1835 |
247
- | No log | 6.3226 | 392 | 1.3912 | 0.1850 | 1.3912 | 1.1795 |
248
- | No log | 6.3548 | 394 | 1.3330 | 0.1812 | 1.3330 | 1.1546 |
249
- | No log | 6.3871 | 396 | 1.3458 | 0.2117 | 1.3458 | 1.1601 |
250
- | No log | 6.4194 | 398 | 1.3388 | 0.2840 | 1.3388 | 1.1570 |
251
- | No log | 6.4516 | 400 | 1.3121 | 0.3384 | 1.3121 | 1.1455 |
252
- | No log | 6.4839 | 402 | 1.2562 | 0.2962 | 1.2562 | 1.1208 |
253
- | No log | 6.5161 | 404 | 1.1731 | 0.2826 | 1.1731 | 1.0831 |
254
- | No log | 6.5484 | 406 | 1.2658 | 0.2525 | 1.2658 | 1.1251 |
255
- | No log | 6.5806 | 408 | 1.2919 | 0.2495 | 1.2919 | 1.1366 |
256
- | No log | 6.6129 | 410 | 1.2289 | 0.2525 | 1.2289 | 1.1086 |
257
- | No log | 6.6452 | 412 | 1.1465 | 0.1814 | 1.1465 | 1.0708 |
258
- | No log | 6.6774 | 414 | 1.1439 | 0.1814 | 1.1439 | 1.0695 |
259
- | No log | 6.7097 | 416 | 1.1639 | 0.1755 | 1.1639 | 1.0788 |
260
- | No log | 6.7419 | 418 | 1.2206 | 0.1755 | 1.2206 | 1.1048 |
261
- | No log | 6.7742 | 420 | 1.2119 | 0.1755 | 1.2119 | 1.1008 |
262
- | No log | 6.8065 | 422 | 1.2757 | 0.2236 | 1.2757 | 1.1295 |
263
- | No log | 6.8387 | 424 | 1.3066 | 0.2574 | 1.3066 | 1.1431 |
264
- | No log | 6.8710 | 426 | 1.2560 | 0.2326 | 1.2560 | 1.1207 |
265
- | No log | 6.9032 | 428 | 1.1982 | 0.2154 | 1.1982 | 1.0946 |
266
- | No log | 6.9355 | 430 | 1.1835 | 0.1814 | 1.1835 | 1.0879 |
267
- | No log | 6.9677 | 432 | 1.2361 | 0.2525 | 1.2361 | 1.1118 |
268
- | No log | 7.0 | 434 | 1.4017 | 0.2721 | 1.4017 | 1.1839 |
269
- | No log | 7.0323 | 436 | 1.4988 | 0.3429 | 1.4988 | 1.2243 |
270
- | No log | 7.0645 | 438 | 1.5065 | 0.2983 | 1.5065 | 1.2274 |
271
- | No log | 7.0968 | 440 | 1.4035 | 0.1898 | 1.4035 | 1.1847 |
272
- | No log | 7.1290 | 442 | 1.3582 | 0.2046 | 1.3582 | 1.1654 |
273
- | No log | 7.1613 | 444 | 1.3751 | 0.2330 | 1.3751 | 1.1726 |
274
- | No log | 7.1935 | 446 | 1.3902 | 0.2330 | 1.3902 | 1.1791 |
275
- | No log | 7.2258 | 448 | 1.4156 | 0.2132 | 1.4156 | 1.1898 |
276
- | No log | 7.2581 | 450 | 1.4311 | 0.2132 | 1.4311 | 1.1963 |
277
- | No log | 7.2903 | 452 | 1.3936 | 0.2330 | 1.3936 | 1.1805 |
278
- | No log | 7.3226 | 454 | 1.3256 | 0.2195 | 1.3256 | 1.1514 |
279
- | No log | 7.3548 | 456 | 1.3041 | 0.1541 | 1.3041 | 1.1420 |
280
- | No log | 7.3871 | 458 | 1.2273 | 0.1701 | 1.2273 | 1.1078 |
281
- | No log | 7.4194 | 460 | 1.2060 | 0.1602 | 1.2060 | 1.0982 |
282
- | No log | 7.4516 | 462 | 1.2171 | 0.1602 | 1.2171 | 1.1032 |
283
- | No log | 7.4839 | 464 | 1.2251 | 0.1442 | 1.2251 | 1.1068 |
284
- | No log | 7.5161 | 466 | 1.2218 | 0.1442 | 1.2218 | 1.1053 |
285
- | No log | 7.5484 | 468 | 1.2795 | 0.2000 | 1.2795 | 1.1312 |
286
- | No log | 7.5806 | 470 | 1.2880 | 0.2602 | 1.2880 | 1.1349 |
287
- | No log | 7.6129 | 472 | 1.2416 | 0.2100 | 1.2416 | 1.1143 |
288
- | No log | 7.6452 | 474 | 1.1500 | 0.1504 | 1.1500 | 1.0724 |
289
- | No log | 7.6774 | 476 | 1.1226 | 0.1212 | 1.1226 | 1.0595 |
290
- | No log | 7.7097 | 478 | 1.1390 | 0.1504 | 1.1390 | 1.0673 |
291
- | No log | 7.7419 | 480 | 1.2251 | 0.2195 | 1.2251 | 1.1068 |
292
- | No log | 7.7742 | 482 | 1.3082 | 0.2864 | 1.3082 | 1.1438 |
293
- | No log | 7.8065 | 484 | 1.3073 | 0.2330 | 1.3073 | 1.1434 |
294
- | No log | 7.8387 | 486 | 1.2289 | 0.1541 | 1.2289 | 1.1086 |
295
- | No log | 7.8710 | 488 | 1.1523 | 0.1504 | 1.1523 | 1.0735 |
296
- | No log | 7.9032 | 490 | 1.1620 | 0.1504 | 1.1620 | 1.0780 |
297
- | No log | 7.9355 | 492 | 1.2745 | 0.2602 | 1.2745 | 1.1289 |
298
- | No log | 7.9677 | 494 | 1.4527 | 0.3402 | 1.4527 | 1.2053 |
299
- | No log | 8.0 | 496 | 1.4742 | 0.2807 | 1.4742 | 1.2141 |
300
- | No log | 8.0323 | 498 | 1.4659 | 0.3025 | 1.4659 | 1.2107 |
301
- | 0.3607 | 8.0645 | 500 | 1.3635 | 0.2000 | 1.3635 | 1.1677 |
302
- | 0.3607 | 8.0968 | 502 | 1.3055 | 0.1379 | 1.3055 | 1.1426 |
303
- | 0.3607 | 8.1290 | 504 | 1.3043 | 0.1379 | 1.3043 | 1.1421 |
304
- | 0.3607 | 8.1613 | 506 | 1.2796 | 0.1379 | 1.2796 | 1.1312 |
305
- | 0.3607 | 8.1935 | 508 | 1.2102 | 0.1379 | 1.2102 | 1.1001 |
306
- | 0.3607 | 8.2258 | 510 | 1.1621 | 0.1281 | 1.1621 | 1.0780 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k13_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k13_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: 1.3130
19
+ - Qwk: 0.1477
20
+ - Mse: 1.3130
21
+ - Rmse: 1.1459
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0303 | 2 | 4.5412 | 0.0010 | 4.5412 | 2.1310 |
53
+ | No log | 0.0606 | 4 | 2.5952 | 0.0025 | 2.5952 | 1.6110 |
54
+ | No log | 0.0909 | 6 | 1.9774 | 0.0169 | 1.9774 | 1.4062 |
55
+ | No log | 0.1212 | 8 | 1.4364 | 0.0682 | 1.4364 | 1.1985 |
56
+ | No log | 0.1515 | 10 | 1.2422 | 0.1239 | 1.2422 | 1.1146 |
57
+ | No log | 0.1818 | 12 | 1.2489 | 0.1910 | 1.2489 | 1.1175 |
58
+ | No log | 0.2121 | 14 | 1.3504 | 0.1076 | 1.3504 | 1.1621 |
59
+ | No log | 0.2424 | 16 | 1.3516 | 0.1173 | 1.3516 | 1.1626 |
60
+ | No log | 0.2727 | 18 | 1.3164 | 0.0771 | 1.3164 | 1.1473 |
61
+ | No log | 0.3030 | 20 | 1.2870 | 0.1110 | 1.2870 | 1.1345 |
62
+ | No log | 0.3333 | 22 | 1.3314 | 0.0768 | 1.3314 | 1.1538 |
63
+ | No log | 0.3636 | 24 | 1.6891 | 0.0637 | 1.6891 | 1.2997 |
64
+ | No log | 0.3939 | 26 | 1.8618 | -0.0156 | 1.8618 | 1.3645 |
65
+ | No log | 0.4242 | 28 | 1.6069 | 0.0637 | 1.6069 | 1.2676 |
66
+ | No log | 0.4545 | 30 | 1.3262 | 0.0811 | 1.3262 | 1.1516 |
67
+ | No log | 0.4848 | 32 | 1.2948 | 0.2203 | 1.2948 | 1.1379 |
68
+ | No log | 0.5152 | 34 | 1.3496 | 0.1834 | 1.3496 | 1.1617 |
69
+ | No log | 0.5455 | 36 | 1.3401 | -0.0120 | 1.3401 | 1.1576 |
70
+ | No log | 0.5758 | 38 | 1.2543 | 0.0599 | 1.2543 | 1.1200 |
71
+ | No log | 0.6061 | 40 | 1.2673 | 0.0571 | 1.2673 | 1.1257 |
72
+ | No log | 0.6364 | 42 | 1.3361 | 0.0817 | 1.3361 | 1.1559 |
73
+ | No log | 0.6667 | 44 | 1.3562 | 0.0982 | 1.3562 | 1.1646 |
74
+ | No log | 0.6970 | 46 | 1.4030 | 0.1481 | 1.4030 | 1.1845 |
75
+ | No log | 0.7273 | 48 | 1.3617 | 0.1107 | 1.3617 | 1.1669 |
76
+ | No log | 0.7576 | 50 | 1.3778 | 0.1882 | 1.3778 | 1.1738 |
77
+ | No log | 0.7879 | 52 | 1.4490 | 0.1296 | 1.4490 | 1.2037 |
78
+ | No log | 0.8182 | 54 | 1.8022 | -0.0262 | 1.8022 | 1.3425 |
79
+ | No log | 0.8485 | 56 | 1.5822 | 0.1524 | 1.5822 | 1.2578 |
80
+ | No log | 0.8788 | 58 | 1.2761 | 0.3522 | 1.2761 | 1.1296 |
81
+ | No log | 0.9091 | 60 | 1.3019 | 0.2707 | 1.3019 | 1.1410 |
82
+ | No log | 0.9394 | 62 | 1.3925 | 0.2311 | 1.3925 | 1.1800 |
83
+ | No log | 0.9697 | 64 | 1.3044 | 0.3394 | 1.3044 | 1.1421 |
84
+ | No log | 1.0 | 66 | 1.0326 | 0.3970 | 1.0326 | 1.0162 |
85
+ | No log | 1.0303 | 68 | 1.0358 | 0.3862 | 1.0358 | 1.0177 |
86
+ | No log | 1.0606 | 70 | 1.0185 | 0.4772 | 1.0185 | 1.0092 |
87
+ | No log | 1.0909 | 72 | 0.9904 | 0.3819 | 0.9904 | 0.9952 |
88
+ | No log | 1.1212 | 74 | 1.0680 | 0.3249 | 1.0680 | 1.0334 |
89
+ | No log | 1.1515 | 76 | 0.9937 | 0.3838 | 0.9937 | 0.9969 |
90
+ | No log | 1.1818 | 78 | 1.2729 | 0.1533 | 1.2729 | 1.1282 |
91
+ | No log | 1.2121 | 80 | 1.1855 | 0.3689 | 1.1855 | 1.0888 |
92
+ | No log | 1.2424 | 82 | 1.0455 | 0.4086 | 1.0455 | 1.0225 |
93
+ | No log | 1.2727 | 84 | 1.5452 | 0.2749 | 1.5452 | 1.2431 |
94
+ | No log | 1.3030 | 86 | 1.7469 | 0.2170 | 1.7469 | 1.3217 |
95
+ | No log | 1.3333 | 88 | 1.5499 | 0.2572 | 1.5499 | 1.2449 |
96
+ | No log | 1.3636 | 90 | 1.1913 | 0.3249 | 1.1913 | 1.0915 |
97
+ | No log | 1.3939 | 92 | 1.1495 | 0.2966 | 1.1495 | 1.0721 |
98
+ | No log | 1.4242 | 94 | 1.1482 | 0.3346 | 1.1482 | 1.0715 |
99
+ | No log | 1.4545 | 96 | 1.1103 | 0.3548 | 1.1103 | 1.0537 |
100
+ | No log | 1.4848 | 98 | 1.5504 | 0.3166 | 1.5504 | 1.2452 |
101
+ | No log | 1.5152 | 100 | 1.7648 | 0.1914 | 1.7648 | 1.3285 |
102
+ | No log | 1.5455 | 102 | 1.4439 | 0.3200 | 1.4439 | 1.2016 |
103
+ | No log | 1.5758 | 104 | 1.1863 | 0.2999 | 1.1863 | 1.0892 |
104
+ | No log | 1.6061 | 106 | 1.1411 | 0.2794 | 1.1411 | 1.0682 |
105
+ | No log | 1.6364 | 108 | 1.2069 | 0.2698 | 1.2069 | 1.0986 |
106
+ | No log | 1.6667 | 110 | 1.5976 | 0.1957 | 1.5976 | 1.2640 |
107
+ | No log | 1.6970 | 112 | 1.7934 | 0.1851 | 1.7934 | 1.3392 |
108
+ | No log | 1.7273 | 114 | 1.4839 | 0.2971 | 1.4839 | 1.2181 |
109
+ | No log | 1.7576 | 116 | 1.2031 | 0.3061 | 1.2031 | 1.0969 |
110
+ | No log | 1.7879 | 118 | 1.0797 | 0.2714 | 1.0797 | 1.0391 |
111
+ | No log | 1.8182 | 120 | 1.0865 | 0.2857 | 1.0865 | 1.0424 |
112
+ | No log | 1.8485 | 122 | 1.2249 | 0.2894 | 1.2249 | 1.1068 |
113
+ | No log | 1.8788 | 124 | 1.1669 | 0.2397 | 1.1669 | 1.0803 |
114
+ | No log | 1.9091 | 126 | 1.1572 | 0.3043 | 1.1572 | 1.0757 |
115
+ | No log | 1.9394 | 128 | 1.2033 | 0.2783 | 1.2033 | 1.0969 |
116
+ | No log | 1.9697 | 130 | 1.4179 | 0.2131 | 1.4179 | 1.1908 |
117
+ | No log | 2.0 | 132 | 1.9300 | 0.1571 | 1.9300 | 1.3892 |
118
+ | No log | 2.0303 | 134 | 1.9597 | 0.1700 | 1.9597 | 1.3999 |
119
+ | No log | 2.0606 | 136 | 1.6487 | 0.2555 | 1.6487 | 1.2840 |
120
+ | No log | 2.0909 | 138 | 1.5498 | 0.2510 | 1.5498 | 1.2449 |
121
+ | No log | 2.1212 | 140 | 1.7557 | 0.2700 | 1.7557 | 1.3250 |
122
+ | No log | 2.1515 | 142 | 1.9510 | 0.2102 | 1.9510 | 1.3968 |
123
+ | No log | 2.1818 | 144 | 1.5681 | 0.2942 | 1.5681 | 1.2523 |
124
+ | No log | 2.2121 | 146 | 1.2710 | 0.3098 | 1.2710 | 1.1274 |
125
+ | No log | 2.2424 | 148 | 1.1992 | 0.2579 | 1.1992 | 1.0951 |
126
+ | No log | 2.2727 | 150 | 1.1339 | 0.2773 | 1.1339 | 1.0649 |
127
+ | No log | 2.3030 | 152 | 1.1180 | 0.3249 | 1.1180 | 1.0573 |
128
+ | No log | 2.3333 | 154 | 1.2542 | 0.2918 | 1.2542 | 1.1199 |
129
+ | No log | 2.3636 | 156 | 1.3624 | 0.3228 | 1.3624 | 1.1672 |
130
+ | No log | 2.3939 | 158 | 1.1564 | 0.2864 | 1.1564 | 1.0754 |
131
+ | No log | 2.4242 | 160 | 1.1491 | 0.3134 | 1.1491 | 1.0720 |
132
+ | No log | 2.4545 | 162 | 1.2642 | 0.3166 | 1.2642 | 1.1244 |
133
+ | No log | 2.4848 | 164 | 1.4121 | 0.3111 | 1.4121 | 1.1883 |
134
+ | No log | 2.5152 | 166 | 1.6510 | 0.2838 | 1.6510 | 1.2849 |
135
+ | No log | 2.5455 | 168 | 1.5991 | 0.2838 | 1.5991 | 1.2646 |
136
+ | No log | 2.5758 | 170 | 1.2695 | 0.3361 | 1.2695 | 1.1267 |
137
+ | No log | 2.6061 | 172 | 1.0979 | 0.3243 | 1.0979 | 1.0478 |
138
+ | No log | 2.6364 | 174 | 1.1696 | 0.3151 | 1.1696 | 1.0815 |
139
+ | No log | 2.6667 | 176 | 1.4253 | 0.3585 | 1.4253 | 1.1938 |
140
+ | No log | 2.6970 | 178 | 1.4821 | 0.3371 | 1.4821 | 1.2174 |
141
+ | No log | 2.7273 | 180 | 1.3259 | 0.3824 | 1.3259 | 1.1515 |
142
+ | No log | 2.7576 | 182 | 1.2679 | 0.3261 | 1.2679 | 1.1260 |
143
+ | No log | 2.7879 | 184 | 1.1831 | 0.2743 | 1.1831 | 1.0877 |
144
+ | No log | 2.8182 | 186 | 1.1861 | 0.2542 | 1.1861 | 1.0891 |
145
+ | No log | 2.8485 | 188 | 1.2616 | 0.3375 | 1.2616 | 1.1232 |
146
+ | No log | 2.8788 | 190 | 1.3776 | 0.3797 | 1.3776 | 1.1737 |
147
+ | No log | 2.9091 | 192 | 1.3287 | 0.3797 | 1.3287 | 1.1527 |
148
+ | No log | 2.9394 | 194 | 1.2099 | 0.3458 | 1.2099 | 1.0999 |
149
+ | No log | 2.9697 | 196 | 1.2012 | 0.3446 | 1.2012 | 1.0960 |
150
+ | No log | 3.0 | 198 | 1.2489 | 0.3708 | 1.2489 | 1.1176 |
151
+ | No log | 3.0303 | 200 | 1.2534 | 0.3708 | 1.2534 | 1.1196 |
152
+ | No log | 3.0606 | 202 | 1.1750 | 0.3585 | 1.1750 | 1.0840 |
153
+ | No log | 3.0909 | 204 | 1.1871 | 0.3265 | 1.1871 | 1.0895 |
154
+ | No log | 3.1212 | 206 | 1.3138 | 0.3785 | 1.3138 | 1.1462 |
155
+ | No log | 3.1515 | 208 | 1.3144 | 0.3608 | 1.3144 | 1.1465 |
156
+ | No log | 3.1818 | 210 | 1.2129 | 0.2549 | 1.2129 | 1.1013 |
157
+ | No log | 3.2121 | 212 | 1.0563 | 0.3115 | 1.0563 | 1.0278 |
158
+ | No log | 3.2424 | 214 | 1.0368 | 0.3136 | 1.0368 | 1.0182 |
159
+ | No log | 3.2727 | 216 | 1.1669 | 0.2894 | 1.1669 | 1.0802 |
160
+ | No log | 3.3030 | 218 | 1.2649 | 0.3325 | 1.2649 | 1.1247 |
161
+ | No log | 3.3333 | 220 | 1.2095 | 0.3916 | 1.2095 | 1.0998 |
162
+ | No log | 3.3636 | 222 | 1.1720 | 0.3238 | 1.1720 | 1.0826 |
163
+ | No log | 3.3939 | 224 | 1.1417 | 0.3409 | 1.1417 | 1.0685 |
164
+ | No log | 3.4242 | 226 | 1.2124 | 0.2710 | 1.2124 | 1.1011 |
165
+ | No log | 3.4545 | 228 | 1.2652 | 0.2875 | 1.2652 | 1.1248 |
166
+ | No log | 3.4848 | 230 | 1.1117 | 0.2343 | 1.1117 | 1.0544 |
167
+ | No log | 3.5152 | 232 | 1.0566 | 0.2621 | 1.0566 | 1.0279 |
168
+ | No log | 3.5455 | 234 | 1.0951 | 0.2395 | 1.0951 | 1.0465 |
169
+ | No log | 3.5758 | 236 | 1.0669 | 0.3317 | 1.0669 | 1.0329 |
170
+ | No log | 3.6061 | 238 | 1.0219 | 0.4165 | 1.0219 | 1.0109 |
171
+ | No log | 3.6364 | 240 | 1.0278 | 0.4165 | 1.0278 | 1.0138 |
172
+ | No log | 3.6667 | 242 | 0.9608 | 0.3602 | 0.9608 | 0.9802 |
173
+ | No log | 3.6970 | 244 | 0.9483 | 0.3590 | 0.9483 | 0.9738 |
174
+ | No log | 3.7273 | 246 | 1.0119 | 0.3677 | 1.0119 | 1.0059 |
175
+ | No log | 3.7576 | 248 | 0.9707 | 0.3841 | 0.9707 | 0.9852 |
176
+ | No log | 3.7879 | 250 | 0.9893 | 0.4072 | 0.9893 | 0.9946 |
177
+ | No log | 3.8182 | 252 | 1.2396 | 0.3534 | 1.2396 | 1.1134 |
178
+ | No log | 3.8485 | 254 | 1.4977 | 0.3008 | 1.4977 | 1.2238 |
179
+ | No log | 3.8788 | 256 | 1.3726 | 0.3272 | 1.3726 | 1.1716 |
180
+ | No log | 3.9091 | 258 | 1.1723 | 0.3024 | 1.1723 | 1.0827 |
181
+ | No log | 3.9394 | 260 | 1.2478 | 0.3580 | 1.2478 | 1.1171 |
182
+ | No log | 3.9697 | 262 | 1.4203 | 0.3026 | 1.4203 | 1.1918 |
183
+ | No log | 4.0 | 264 | 1.5937 | 0.3093 | 1.5937 | 1.2624 |
184
+ | No log | 4.0303 | 266 | 1.3943 | 0.2935 | 1.3943 | 1.1808 |
185
+ | No log | 4.0606 | 268 | 1.2209 | 0.3548 | 1.2209 | 1.1049 |
186
+ | No log | 4.0909 | 270 | 1.1815 | 0.3474 | 1.1815 | 1.0870 |
187
+ | No log | 4.1212 | 272 | 1.2106 | 0.2956 | 1.2106 | 1.1003 |
188
+ | No log | 4.1515 | 274 | 1.2794 | 0.2736 | 1.2794 | 1.1311 |
189
+ | No log | 4.1818 | 276 | 1.3173 | 0.2704 | 1.3173 | 1.1478 |
190
+ | No log | 4.2121 | 278 | 1.2357 | 0.2509 | 1.2357 | 1.1116 |
191
+ | No log | 4.2424 | 280 | 1.1067 | 0.2248 | 1.1067 | 1.0520 |
192
+ | No log | 4.2727 | 282 | 1.1575 | 0.2343 | 1.1575 | 1.0759 |
193
+ | No log | 4.3030 | 284 | 1.2222 | 0.2417 | 1.2222 | 1.1055 |
194
+ | No log | 4.3333 | 286 | 1.4320 | 0.2929 | 1.4320 | 1.1967 |
195
+ | No log | 4.3636 | 288 | 1.5945 | 0.2739 | 1.5945 | 1.2627 |
196
+ | No log | 4.3939 | 290 | 1.5368 | 0.3173 | 1.5368 | 1.2397 |
197
+ | No log | 4.4242 | 292 | 1.3374 | 0.3067 | 1.3374 | 1.1565 |
198
+ | No log | 4.4545 | 294 | 1.1444 | 0.2417 | 1.1444 | 1.0698 |
199
+ | No log | 4.4848 | 296 | 1.1339 | 0.2417 | 1.1339 | 1.0648 |
200
+ | No log | 4.5152 | 298 | 1.1838 | 0.3734 | 1.1838 | 1.0880 |
201
+ | No log | 4.5455 | 300 | 1.1846 | 0.3947 | 1.1846 | 1.0884 |
202
+ | No log | 4.5758 | 302 | 1.2029 | 0.3947 | 1.2029 | 1.0968 |
203
+ | No log | 4.6061 | 304 | 1.1360 | 0.2509 | 1.1360 | 1.0658 |
204
+ | No log | 4.6364 | 306 | 1.0373 | 0.2357 | 1.0373 | 1.0185 |
205
+ | No log | 4.6667 | 308 | 1.0079 | 0.2772 | 1.0079 | 1.0039 |
206
+ | No log | 4.6970 | 310 | 1.0481 | 0.2752 | 1.0481 | 1.0237 |
207
+ | No log | 4.7273 | 312 | 1.0991 | 0.2558 | 1.0991 | 1.0484 |
208
+ | No log | 4.7576 | 314 | 1.0645 | 0.3022 | 1.0645 | 1.0318 |
209
+ | No log | 4.7879 | 316 | 1.0537 | 0.2752 | 1.0537 | 1.0265 |
210
+ | No log | 4.8182 | 318 | 1.1807 | 0.2772 | 1.1807 | 1.0866 |
211
+ | No log | 4.8485 | 320 | 1.2039 | 0.2743 | 1.2039 | 1.0972 |
212
+ | No log | 4.8788 | 322 | 1.1416 | 0.2402 | 1.1416 | 1.0684 |
213
+ | No log | 4.9091 | 324 | 1.0527 | 0.1701 | 1.0527 | 1.0260 |
214
+ | No log | 4.9394 | 326 | 0.9736 | 0.2132 | 0.9736 | 0.9867 |
215
+ | No log | 4.9697 | 328 | 0.9993 | 0.2522 | 0.9993 | 0.9997 |
216
+ | No log | 5.0 | 330 | 1.1461 | 0.2683 | 1.1461 | 1.0706 |
217
+ | No log | 5.0303 | 332 | 1.1707 | 0.2475 | 1.1707 | 1.0820 |
218
+ | No log | 5.0606 | 334 | 1.1855 | 0.2714 | 1.1855 | 1.0888 |
219
+ | No log | 5.0909 | 336 | 1.0671 | 0.2207 | 1.0671 | 1.0330 |
220
+ | No log | 5.1212 | 338 | 0.9729 | 0.1986 | 0.9729 | 0.9864 |
221
+ | No log | 5.1515 | 340 | 0.9846 | 0.1986 | 0.9846 | 0.9923 |
222
+ | No log | 5.1818 | 342 | 1.0850 | 0.2304 | 1.0850 | 1.0416 |
223
+ | No log | 5.2121 | 344 | 1.2707 | 0.3136 | 1.2707 | 1.1273 |
224
+ | No log | 5.2424 | 346 | 1.2706 | 0.3590 | 1.2706 | 1.1272 |
225
+ | No log | 5.2727 | 348 | 1.1387 | 0.2586 | 1.1387 | 1.0671 |
226
+ | No log | 5.3030 | 350 | 1.1271 | 0.2586 | 1.1271 | 1.0616 |
227
+ | No log | 5.3333 | 352 | 1.1705 | 0.3049 | 1.1705 | 1.0819 |
228
+ | No log | 5.3636 | 354 | 1.1467 | 0.2683 | 1.1467 | 1.0708 |
229
+ | No log | 5.3939 | 356 | 1.1380 | 0.2304 | 1.1380 | 1.0668 |
230
+ | No log | 5.4242 | 358 | 1.1505 | 0.2402 | 1.1505 | 1.0726 |
231
+ | No log | 5.4545 | 360 | 1.1299 | 0.2304 | 1.1299 | 1.0629 |
232
+ | No log | 5.4848 | 362 | 1.1974 | 0.2439 | 1.1974 | 1.0943 |
233
+ | No log | 5.5152 | 364 | 1.1994 | 0.2439 | 1.1994 | 1.0952 |
234
+ | No log | 5.5455 | 366 | 1.1219 | 0.2343 | 1.1219 | 1.0592 |
235
+ | No log | 5.5758 | 368 | 1.0735 | 0.2733 | 1.0735 | 1.0361 |
236
+ | No log | 5.6061 | 370 | 1.1188 | 0.3000 | 1.1188 | 1.0578 |
237
+ | No log | 5.6364 | 372 | 1.1614 | 0.2619 | 1.1614 | 1.0777 |
238
+ | No log | 5.6667 | 374 | 1.2140 | 0.3212 | 1.2140 | 1.1018 |
239
+ | No log | 5.6970 | 376 | 1.1862 | 0.2714 | 1.1862 | 1.0891 |
240
+ | No log | 5.7273 | 378 | 1.1942 | 0.2439 | 1.1942 | 1.0928 |
241
+ | No log | 5.7576 | 380 | 1.1608 | 0.2402 | 1.1608 | 1.0774 |
242
+ | No log | 5.7879 | 382 | 1.1454 | 0.2402 | 1.1454 | 1.0702 |
243
+ | No log | 5.8182 | 384 | 1.0995 | 0.2304 | 1.0995 | 1.0485 |
244
+ | No log | 5.8485 | 386 | 1.0588 | 0.2454 | 1.0588 | 1.0290 |
245
+ | No log | 5.8788 | 388 | 1.0565 | 0.2454 | 1.0565 | 1.0279 |
246
+ | No log | 5.9091 | 390 | 1.0621 | 0.2454 | 1.0621 | 1.0306 |
247
+ | No log | 5.9394 | 392 | 1.0498 | 0.2454 | 1.0498 | 1.0246 |
248
+ | No log | 5.9697 | 394 | 1.0985 | 0.3367 | 1.0985 | 1.0481 |
249
+ | No log | 6.0 | 396 | 1.1717 | 0.3851 | 1.1717 | 1.0824 |
250
+ | No log | 6.0303 | 398 | 1.3291 | 0.3752 | 1.3291 | 1.1529 |
251
+ | No log | 6.0606 | 400 | 1.3762 | 0.3444 | 1.3762 | 1.1731 |
252
+ | No log | 6.0909 | 402 | 1.2495 | 0.3800 | 1.2495 | 1.1178 |
253
+ | No log | 6.1212 | 404 | 1.0546 | 0.2304 | 1.0546 | 1.0269 |
254
+ | No log | 6.1515 | 406 | 0.9658 | 0.2752 | 0.9658 | 0.9827 |
255
+ | No log | 6.1818 | 408 | 0.9813 | 0.2752 | 0.9813 | 0.9906 |
256
+ | No log | 6.2121 | 410 | 1.0437 | 0.3629 | 1.0437 | 1.0216 |
257
+ | No log | 6.2424 | 412 | 1.1258 | 0.4270 | 1.1258 | 1.0611 |
258
+ | No log | 6.2727 | 414 | 1.0376 | 0.3540 | 1.0376 | 1.0186 |
259
+ | No log | 6.3030 | 416 | 0.9959 | 0.3677 | 0.9959 | 0.9979 |
260
+ | No log | 6.3333 | 418 | 0.9831 | 0.3069 | 0.9831 | 0.9915 |
261
+ | No log | 6.3636 | 420 | 0.9372 | 0.2801 | 0.9372 | 0.9681 |
262
+ | No log | 6.3939 | 422 | 0.9203 | 0.3191 | 0.9203 | 0.9593 |
263
+ | No log | 6.4242 | 424 | 0.9385 | 0.3191 | 0.9385 | 0.9688 |
264
+ | No log | 6.4545 | 426 | 0.9506 | 0.3069 | 0.9506 | 0.9750 |
265
+ | No log | 6.4848 | 428 | 0.9363 | 0.3449 | 0.9363 | 0.9676 |
266
+ | No log | 6.5152 | 430 | 0.9470 | 0.3191 | 0.9470 | 0.9731 |
267
+ | No log | 6.5455 | 432 | 0.9746 | 0.2801 | 0.9746 | 0.9872 |
268
+ | No log | 6.5758 | 434 | 0.9885 | 0.2801 | 0.9885 | 0.9942 |
269
+ | No log | 6.6061 | 436 | 0.9711 | 0.3191 | 0.9711 | 0.9855 |
270
+ | No log | 6.6364 | 438 | 0.9559 | 0.3191 | 0.9559 | 0.9777 |
271
+ | No log | 6.6667 | 440 | 1.0279 | 0.2801 | 1.0279 | 1.0138 |
272
+ | No log | 6.6970 | 442 | 1.1830 | 0.3474 | 1.1830 | 1.0877 |
273
+ | No log | 6.7273 | 444 | 1.2573 | 0.4240 | 1.2573 | 1.1213 |
274
+ | No log | 6.7576 | 446 | 1.2491 | 0.4027 | 1.2491 | 1.1176 |
275
+ | No log | 6.7879 | 448 | 1.3249 | 0.4318 | 1.3249 | 1.1510 |
276
+ | No log | 6.8182 | 450 | 1.2922 | 0.4238 | 1.2922 | 1.1367 |
277
+ | No log | 6.8485 | 452 | 1.2399 | 0.4027 | 1.2399 | 1.1135 |
278
+ | No log | 6.8788 | 454 | 1.2599 | 0.4237 | 1.2599 | 1.1224 |
279
+ | No log | 6.9091 | 456 | 1.3386 | 0.3752 | 1.3386 | 1.1570 |
280
+ | No log | 6.9394 | 458 | 1.2412 | 0.4030 | 1.2412 | 1.1141 |
281
+ | No log | 6.9697 | 460 | 1.2258 | 0.4116 | 1.2258 | 1.1072 |
282
+ | No log | 7.0 | 462 | 1.2587 | 0.4116 | 1.2587 | 1.1219 |
283
+ | No log | 7.0303 | 464 | 1.2199 | 0.3669 | 1.2199 | 1.1045 |
284
+ | No log | 7.0606 | 466 | 1.1480 | 0.2439 | 1.1480 | 1.0714 |
285
+ | No log | 7.0909 | 468 | 1.1049 | 0.1961 | 1.1049 | 1.0511 |
286
+ | No log | 7.1212 | 470 | 1.0630 | 0.1820 | 1.0630 | 1.0310 |
287
+ | No log | 7.1515 | 472 | 1.0949 | 0.1801 | 1.0949 | 1.0464 |
288
+ | No log | 7.1818 | 474 | 1.1843 | 0.2809 | 1.1843 | 1.0882 |
289
+ | No log | 7.2121 | 476 | 1.2242 | 0.3072 | 1.2242 | 1.1064 |
290
+ | No log | 7.2424 | 478 | 1.1682 | 0.2291 | 1.1682 | 1.0808 |
291
+ | No log | 7.2727 | 480 | 1.1093 | 0.1801 | 1.1093 | 1.0532 |
292
+ | No log | 7.3030 | 482 | 1.0963 | 0.1015 | 1.0963 | 1.0471 |
293
+ | No log | 7.3333 | 484 | 1.1065 | 0.1015 | 1.1065 | 1.0519 |
294
+ | No log | 7.3636 | 486 | 1.1431 | 0.1801 | 1.1431 | 1.0692 |
295
+ | No log | 7.3939 | 488 | 1.1864 | 0.2250 | 1.1864 | 1.0892 |
296
+ | No log | 7.4242 | 490 | 1.2606 | 0.3578 | 1.2606 | 1.1228 |
297
+ | No log | 7.4545 | 492 | 1.2828 | 0.3814 | 1.2828 | 1.1326 |
298
+ | No log | 7.4848 | 494 | 1.2698 | 0.3578 | 1.2698 | 1.1268 |
299
+ | No log | 7.5152 | 496 | 1.2147 | 0.2772 | 1.2147 | 1.1022 |
300
+ | No log | 7.5455 | 498 | 1.2065 | 0.2250 | 1.2065 | 1.0984 |
301
+ | 0.3438 | 7.5758 | 500 | 1.2483 | 0.2195 | 1.2483 | 1.1173 |
302
+ | 0.3438 | 7.6061 | 502 | 1.2625 | 0.1477 | 1.2625 | 1.1236 |
303
+ | 0.3438 | 7.6364 | 504 | 1.2524 | 0.1894 | 1.2524 | 1.1191 |
304
+ | 0.3438 | 7.6667 | 506 | 1.2213 | 0.1379 | 1.2213 | 1.1051 |
305
+ | 0.3438 | 7.6970 | 508 | 1.1577 | 0.2065 | 1.1577 | 1.0760 |
306
+ | 0.3438 | 7.7273 | 510 | 1.0487 | 0.2386 | 1.0487 | 1.0241 |
307
+ | 0.3438 | 7.7576 | 512 | 1.0044 | 0.2503 | 1.0044 | 1.0022 |
308
+ | 0.3438 | 7.7879 | 514 | 1.0535 | 0.2522 | 1.0535 | 1.0264 |
309
+ | 0.3438 | 7.8182 | 516 | 1.1046 | 0.2899 | 1.1046 | 1.0510 |
310
+ | 0.3438 | 7.8485 | 518 | 1.1650 | 0.2454 | 1.1650 | 1.0793 |
311
+ | 0.3438 | 7.8788 | 520 | 1.2230 | 0.2402 | 1.2230 | 1.1059 |
312
+ | 0.3438 | 7.9091 | 522 | 1.2031 | 0.2402 | 1.2031 | 1.0969 |
313
+ | 0.3438 | 7.9394 | 524 | 1.0892 | 0.1214 | 1.0892 | 1.0437 |
314
+ | 0.3438 | 7.9697 | 526 | 1.0111 | 0.1546 | 1.0111 | 1.0055 |
315
+ | 0.3438 | 8.0 | 528 | 0.9837 | 0.1505 | 0.9837 | 0.9918 |
316
+ | 0.3438 | 8.0303 | 530 | 0.9860 | 0.2076 | 0.9860 | 0.9930 |
317
+ | 0.3438 | 8.0606 | 532 | 0.9858 | 0.2470 | 0.9858 | 0.9929 |
318
+ | 0.3438 | 8.0909 | 534 | 0.9971 | 0.2850 | 0.9971 | 0.9986 |
319
+ | 0.3438 | 8.1212 | 536 | 0.9549 | 0.2752 | 0.9549 | 0.9772 |
320
+ | 0.3438 | 8.1515 | 538 | 0.9008 | 0.3317 | 0.9008 | 0.9491 |
321
+ | 0.3438 | 8.1818 | 540 | 0.8765 | 0.3045 | 0.8765 | 0.9362 |
322
+ | 0.3438 | 8.2121 | 542 | 0.8950 | 0.3045 | 0.8950 | 0.9460 |
323
+ | 0.3438 | 8.2424 | 544 | 0.9254 | 0.2522 | 0.9254 | 0.9620 |
324
+ | 0.3438 | 8.2727 | 546 | 0.9888 | 0.2506 | 0.9888 | 0.9944 |
325
+ | 0.3438 | 8.3030 | 548 | 1.0846 | 0.3117 | 1.0846 | 1.0414 |
326
+ | 0.3438 | 8.3333 | 550 | 1.0982 | 0.2304 | 1.0982 | 1.0480 |
327
+ | 0.3438 | 8.3636 | 552 | 1.0682 | 0.1761 | 1.0682 | 1.0335 |
328
+ | 0.3438 | 8.3939 | 554 | 1.0675 | 0.1761 | 1.0675 | 1.0332 |
329
+ | 0.3438 | 8.4242 | 556 | 1.0927 | 0.1180 | 1.0927 | 1.0453 |
330
+ | 0.3438 | 8.4545 | 558 | 1.1964 | 0.0948 | 1.1964 | 1.0938 |
331
+ | 0.3438 | 8.4848 | 560 | 1.3130 | 0.1477 | 1.3130 | 1.1459 |
332
 
333
 
334
  ### Framework versions