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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k13_task5_organization

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Training in progress, step 500

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  1. README.md +430 -275
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k13_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k13_task5_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.1588
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- - Qwk: 0.1491
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- - Mse: 1.1588
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- - Rmse: 1.0765
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  ## Model description
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@@ -47,275 +47,430 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0513 | 2 | 4.0305 | -0.0294 | 4.0305 | 2.0076 |
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- | No log | 0.1026 | 4 | 2.6387 | -0.0708 | 2.6387 | 1.6244 |
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- | No log | 0.1538 | 6 | 2.1425 | 0.0053 | 2.1425 | 1.4637 |
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- | No log | 0.2051 | 8 | 1.3662 | 0.1171 | 1.3662 | 1.1689 |
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- | No log | 0.2564 | 10 | 1.2774 | 0.0627 | 1.2774 | 1.1302 |
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- | No log | 0.3077 | 12 | 1.3353 | 0.0 | 1.3353 | 1.1556 |
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- | No log | 0.3590 | 14 | 1.2662 | 0.0 | 1.2662 | 1.1253 |
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- | No log | 0.4103 | 16 | 1.2143 | 0.0380 | 1.2143 | 1.1019 |
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- | No log | 0.4615 | 18 | 1.2888 | 0.0 | 1.2888 | 1.1352 |
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- | No log | 0.5128 | 20 | 1.3815 | 0.0 | 1.3815 | 1.1754 |
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- | No log | 0.5641 | 22 | 1.4785 | 0.0 | 1.4785 | 1.2159 |
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- | No log | 0.6154 | 24 | 1.5873 | 0.0399 | 1.5873 | 1.2599 |
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- | No log | 0.6667 | 26 | 1.5635 | 0.0398 | 1.5635 | 1.2504 |
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- | No log | 0.7179 | 28 | 1.5353 | 0.0406 | 1.5353 | 1.2391 |
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- | No log | 0.7692 | 30 | 1.5820 | 0.0741 | 1.5820 | 1.2578 |
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- | No log | 0.8205 | 32 | 1.3884 | 0.1190 | 1.3884 | 1.1783 |
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- | No log | 0.8718 | 34 | 1.2213 | 0.1444 | 1.2213 | 1.1051 |
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- | No log | 0.9231 | 36 | 1.2493 | 0.1979 | 1.2493 | 1.1177 |
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- | No log | 0.9744 | 38 | 1.4979 | 0.0867 | 1.4979 | 1.2239 |
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- | No log | 1.0256 | 40 | 1.5558 | 0.0858 | 1.5558 | 1.2473 |
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- | No log | 1.0769 | 42 | 1.3894 | 0.1966 | 1.3894 | 1.1787 |
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- | No log | 1.1282 | 44 | 1.3941 | 0.2024 | 1.3941 | 1.1807 |
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- | No log | 1.1795 | 46 | 1.2757 | 0.2283 | 1.2757 | 1.1295 |
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- | No log | 1.2308 | 48 | 1.3143 | 0.2372 | 1.3143 | 1.1464 |
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- | No log | 1.2821 | 50 | 1.3571 | 0.1750 | 1.3571 | 1.1650 |
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- | No log | 1.3333 | 52 | 1.4812 | 0.1158 | 1.4812 | 1.2170 |
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- | No log | 1.3846 | 54 | 1.4886 | 0.0937 | 1.4886 | 1.2201 |
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- | No log | 1.4359 | 56 | 1.3549 | 0.1032 | 1.3549 | 1.1640 |
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- | No log | 1.4872 | 58 | 1.2344 | 0.0779 | 1.2344 | 1.1110 |
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- | No log | 1.5385 | 60 | 1.2145 | 0.0700 | 1.2145 | 1.1020 |
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- | No log | 1.5897 | 62 | 1.2124 | 0.0823 | 1.2124 | 1.1011 |
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- | No log | 1.6410 | 64 | 1.1554 | 0.1037 | 1.1554 | 1.0749 |
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- | No log | 1.6923 | 66 | 1.1927 | 0.1240 | 1.1927 | 1.0921 |
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- | No log | 1.7436 | 68 | 1.4339 | 0.1460 | 1.4339 | 1.1974 |
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- | No log | 1.7949 | 70 | 1.6056 | 0.1578 | 1.6056 | 1.2671 |
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- | No log | 1.8462 | 72 | 1.5330 | 0.1628 | 1.5330 | 1.2381 |
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- | No log | 1.8974 | 74 | 1.3746 | 0.2120 | 1.3746 | 1.1724 |
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- | No log | 1.9487 | 76 | 1.3017 | 0.1230 | 1.3017 | 1.1409 |
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- | No log | 2.0 | 78 | 1.3054 | 0.0711 | 1.3054 | 1.1425 |
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- | No log | 2.0513 | 80 | 1.2178 | 0.0890 | 1.2178 | 1.1035 |
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- | No log | 2.1026 | 82 | 1.1400 | 0.1226 | 1.1400 | 1.0677 |
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- | No log | 2.1538 | 84 | 1.1079 | 0.1379 | 1.1079 | 1.0526 |
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- | No log | 2.2051 | 86 | 1.1818 | 0.1859 | 1.1818 | 1.0871 |
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- | No log | 2.2564 | 88 | 1.3414 | 0.0664 | 1.3414 | 1.1582 |
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- | No log | 2.3077 | 90 | 1.4602 | 0.0964 | 1.4602 | 1.2084 |
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- | No log | 2.3590 | 92 | 1.6863 | 0.0276 | 1.6863 | 1.2986 |
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- | No log | 2.4103 | 94 | 1.9511 | -0.0256 | 1.9511 | 1.3968 |
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- | No log | 2.4615 | 96 | 1.8580 | 0.1043 | 1.8580 | 1.3631 |
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- | No log | 2.5128 | 98 | 1.6872 | 0.0156 | 1.6872 | 1.2989 |
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- | No log | 2.5641 | 100 | 1.4537 | 0.1230 | 1.4537 | 1.2057 |
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- | No log | 2.6154 | 102 | 1.4123 | 0.1338 | 1.4123 | 1.1884 |
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- | No log | 2.6667 | 104 | 1.3014 | 0.2191 | 1.3014 | 1.1408 |
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- | No log | 2.7179 | 106 | 1.2071 | 0.3159 | 1.2071 | 1.0987 |
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- | No log | 2.7692 | 108 | 1.2420 | 0.2976 | 1.2420 | 1.1145 |
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- | No log | 2.8205 | 110 | 1.3102 | 0.2826 | 1.3102 | 1.1447 |
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- | No log | 2.8718 | 112 | 1.2798 | 0.2360 | 1.2798 | 1.1313 |
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- | No log | 2.9231 | 114 | 1.2236 | 0.3011 | 1.2236 | 1.1062 |
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- | No log | 2.9744 | 116 | 1.2196 | 0.2543 | 1.2196 | 1.1044 |
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- | No log | 3.0256 | 118 | 1.2228 | 0.0866 | 1.2228 | 1.1058 |
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- | No log | 3.0769 | 120 | 1.2592 | 0.1209 | 1.2592 | 1.1221 |
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- | No log | 3.1282 | 122 | 1.3134 | 0.1456 | 1.3134 | 1.1460 |
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- | No log | 3.1795 | 124 | 1.3280 | 0.1182 | 1.3280 | 1.1524 |
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- | No log | 3.2308 | 126 | 1.2952 | 0.0830 | 1.2952 | 1.1381 |
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- | No log | 3.2821 | 128 | 1.2226 | 0.0808 | 1.2226 | 1.1057 |
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- | No log | 3.3333 | 130 | 1.1843 | 0.1649 | 1.1843 | 1.0883 |
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- | No log | 3.3846 | 132 | 1.1734 | 0.1885 | 1.1734 | 1.0832 |
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- | No log | 3.4359 | 134 | 1.1553 | 0.1649 | 1.1553 | 1.0749 |
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- | No log | 3.4872 | 136 | 1.1443 | 0.1600 | 1.1443 | 1.0697 |
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- | No log | 3.5385 | 138 | 1.1669 | 0.1844 | 1.1669 | 1.0802 |
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- | No log | 3.5897 | 140 | 1.2394 | 0.1405 | 1.2394 | 1.1133 |
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- | No log | 3.6410 | 142 | 1.3880 | 0.1036 | 1.3880 | 1.1781 |
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- | No log | 3.6923 | 144 | 1.5465 | 0.1063 | 1.5465 | 1.2436 |
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- | No log | 3.7436 | 146 | 1.5380 | 0.1500 | 1.5380 | 1.2402 |
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- | No log | 3.7949 | 148 | 1.3553 | 0.1854 | 1.3553 | 1.1642 |
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- | No log | 3.8462 | 150 | 1.2403 | 0.0759 | 1.2403 | 1.1137 |
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- | No log | 3.8974 | 152 | 1.2014 | 0.1927 | 1.2014 | 1.0961 |
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- | No log | 3.9487 | 154 | 1.2426 | 0.2654 | 1.2426 | 1.1147 |
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- | No log | 4.0 | 156 | 1.3120 | 0.2898 | 1.3120 | 1.1454 |
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- | No log | 4.0513 | 158 | 1.3138 | 0.2389 | 1.3138 | 1.1462 |
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- | No log | 4.1026 | 160 | 1.2503 | 0.2110 | 1.2503 | 1.1182 |
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- | No log | 4.1538 | 162 | 1.1899 | 0.2275 | 1.1899 | 1.0908 |
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- | No log | 4.2051 | 164 | 1.1011 | 0.2152 | 1.1011 | 1.0493 |
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- | No log | 4.2564 | 166 | 1.0814 | 0.1693 | 1.0814 | 1.0399 |
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- | No log | 4.3077 | 168 | 1.0647 | 0.1493 | 1.0647 | 1.0318 |
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- | No log | 4.3590 | 170 | 1.0512 | 0.1891 | 1.0512 | 1.0253 |
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- | No log | 4.4103 | 172 | 1.0414 | 0.1891 | 1.0414 | 1.0205 |
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- | No log | 4.4615 | 174 | 1.0403 | 0.1740 | 1.0403 | 1.0199 |
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- | No log | 4.5128 | 176 | 1.0497 | 0.2092 | 1.0497 | 1.0246 |
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- | No log | 4.5641 | 178 | 1.0598 | 0.2207 | 1.0598 | 1.0295 |
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- | No log | 4.6154 | 180 | 1.0693 | 0.1927 | 1.0693 | 1.0341 |
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- | No log | 4.6667 | 182 | 1.0504 | 0.1837 | 1.0504 | 1.0249 |
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- | No log | 4.7179 | 184 | 1.0321 | 0.1493 | 1.0321 | 1.0159 |
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- | No log | 4.7692 | 186 | 1.0476 | 0.2192 | 1.0476 | 1.0235 |
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- | No log | 4.8205 | 188 | 1.0883 | 0.1821 | 1.0883 | 1.0432 |
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- | No log | 4.8718 | 190 | 1.0698 | 0.2192 | 1.0698 | 1.0343 |
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- | No log | 4.9231 | 192 | 1.0490 | 0.1987 | 1.0490 | 1.0242 |
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- | No log | 4.9744 | 194 | 1.0454 | 0.2053 | 1.0454 | 1.0224 |
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- | No log | 5.0256 | 196 | 1.0609 | 0.1977 | 1.0609 | 1.0300 |
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- | No log | 5.0769 | 198 | 1.1162 | 0.2836 | 1.1162 | 1.0565 |
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- | No log | 5.1282 | 200 | 1.1607 | 0.2470 | 1.1607 | 1.0774 |
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- | No log | 5.1795 | 202 | 1.1779 | 0.2043 | 1.1779 | 1.0853 |
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- | No log | 5.2308 | 204 | 1.2483 | 0.0623 | 1.2483 | 1.1173 |
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- | No log | 5.2821 | 206 | 1.1788 | 0.1944 | 1.1788 | 1.0857 |
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- | No log | 5.3333 | 208 | 1.0550 | 0.1893 | 1.0550 | 1.0271 |
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- | No log | 5.3846 | 210 | 1.0067 | 0.2921 | 1.0067 | 1.0034 |
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- | No log | 5.4359 | 212 | 1.0584 | 0.4382 | 1.0584 | 1.0288 |
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- | No log | 5.4872 | 214 | 1.2908 | 0.3260 | 1.2908 | 1.1361 |
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- | No log | 5.5385 | 216 | 1.4400 | 0.3071 | 1.4400 | 1.2000 |
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- | No log | 5.5897 | 218 | 1.3900 | 0.3439 | 1.3900 | 1.1790 |
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- | No log | 5.6410 | 220 | 1.1547 | 0.3357 | 1.1547 | 1.0745 |
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- | No log | 5.6923 | 222 | 1.0441 | 0.3035 | 1.0441 | 1.0218 |
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- | No log | 5.7436 | 224 | 1.0433 | 0.2922 | 1.0433 | 1.0214 |
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- | No log | 5.7949 | 226 | 1.0296 | 0.2625 | 1.0296 | 1.0147 |
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- | No log | 5.8462 | 228 | 1.0513 | 0.3184 | 1.0513 | 1.0254 |
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- | No log | 5.8974 | 230 | 1.1111 | 0.3192 | 1.1111 | 1.0541 |
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- | No log | 5.9487 | 232 | 1.1366 | 0.2830 | 1.1366 | 1.0661 |
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- | No log | 6.0 | 234 | 1.0802 | 0.3841 | 1.0802 | 1.0393 |
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- | No log | 6.0513 | 236 | 1.0769 | 0.2952 | 1.0769 | 1.0377 |
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- | No log | 6.1026 | 238 | 1.1203 | 0.2939 | 1.1203 | 1.0584 |
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- | No log | 6.1538 | 240 | 1.1606 | 0.2202 | 1.1606 | 1.0773 |
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- | No log | 6.2051 | 242 | 1.1430 | 0.2452 | 1.1430 | 1.0691 |
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- | No log | 6.2564 | 244 | 1.1237 | 0.2830 | 1.1237 | 1.0600 |
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- | No log | 6.3077 | 246 | 1.1387 | 0.2871 | 1.1387 | 1.0671 |
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- | No log | 6.3590 | 248 | 1.1877 | 0.3119 | 1.1877 | 1.0898 |
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- | No log | 6.4103 | 250 | 1.2333 | 0.2964 | 1.2333 | 1.1105 |
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- | No log | 6.4615 | 252 | 1.1998 | 0.2509 | 1.1998 | 1.0954 |
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- | No log | 6.5128 | 254 | 1.1823 | 0.2028 | 1.1823 | 1.0873 |
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- | No log | 6.5641 | 256 | 1.1838 | 0.1683 | 1.1838 | 1.0880 |
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- | No log | 6.6154 | 258 | 1.1842 | 0.1480 | 1.1842 | 1.0882 |
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- | No log | 6.6667 | 260 | 1.2072 | 0.1453 | 1.2072 | 1.0987 |
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- | No log | 6.7179 | 262 | 1.2586 | 0.1306 | 1.2586 | 1.1219 |
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- | No log | 6.7692 | 264 | 1.3063 | 0.1585 | 1.3063 | 1.1430 |
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- | No log | 6.8205 | 266 | 1.3546 | 0.1237 | 1.3546 | 1.1639 |
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- | No log | 6.8718 | 268 | 1.2820 | 0.1507 | 1.2820 | 1.1323 |
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- | No log | 6.9231 | 270 | 1.2149 | 0.1546 | 1.2149 | 1.1022 |
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- | No log | 6.9744 | 272 | 1.2254 | 0.2159 | 1.2254 | 1.1070 |
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- | No log | 7.0256 | 274 | 1.3173 | 0.2159 | 1.3173 | 1.1478 |
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- | No log | 7.0769 | 276 | 1.3810 | 0.2272 | 1.3810 | 1.1751 |
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- | No log | 7.1282 | 278 | 1.2911 | 0.3043 | 1.2911 | 1.1363 |
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- | No log | 7.1795 | 280 | 1.1735 | 0.2938 | 1.1735 | 1.0833 |
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- | No log | 7.2308 | 282 | 1.1441 | 0.2919 | 1.1441 | 1.0696 |
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- | No log | 7.2821 | 284 | 1.1800 | 0.3065 | 1.1800 | 1.0863 |
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- | No log | 7.3333 | 286 | 1.2203 | 0.2285 | 1.2203 | 1.1047 |
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- | No log | 7.3846 | 288 | 1.1825 | 0.2308 | 1.1825 | 1.0874 |
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- | No log | 7.4359 | 290 | 1.1353 | 0.2836 | 1.1353 | 1.0655 |
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- | No log | 7.4872 | 292 | 1.1082 | 0.2360 | 1.1082 | 1.0527 |
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- | No log | 7.5385 | 294 | 1.1053 | 0.2360 | 1.1053 | 1.0514 |
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- | No log | 7.5897 | 296 | 1.1236 | 0.2674 | 1.1236 | 1.0600 |
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- | No log | 7.6410 | 298 | 1.1440 | 0.2721 | 1.1440 | 1.0696 |
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- | No log | 7.6923 | 300 | 1.1593 | 0.2721 | 1.1593 | 1.0767 |
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- | No log | 7.7436 | 302 | 1.1803 | 0.3159 | 1.1803 | 1.0864 |
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- | No log | 7.7949 | 304 | 1.1514 | 0.3029 | 1.1514 | 1.0730 |
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- | No log | 7.8462 | 306 | 1.1110 | 0.2674 | 1.1110 | 1.0541 |
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- | No log | 7.8974 | 308 | 1.0965 | 0.2551 | 1.0965 | 1.0471 |
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- | No log | 7.9487 | 310 | 1.1146 | 0.1987 | 1.1146 | 1.0557 |
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- | No log | 8.0 | 312 | 1.1304 | 0.1841 | 1.1304 | 1.0632 |
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- | No log | 8.0513 | 314 | 1.1480 | 0.2551 | 1.1480 | 1.0715 |
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- | No log | 8.1026 | 316 | 1.1777 | 0.2674 | 1.1777 | 1.0852 |
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- | No log | 8.1538 | 318 | 1.1817 | 0.2809 | 1.1817 | 1.0870 |
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- | No log | 8.2051 | 320 | 1.1650 | 0.2504 | 1.1650 | 1.0794 |
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- | No log | 8.2564 | 322 | 1.1593 | 0.1987 | 1.1593 | 1.0767 |
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- | No log | 8.3077 | 324 | 1.1517 | 0.1747 | 1.1517 | 1.0732 |
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- | No log | 8.3590 | 326 | 1.1188 | 0.1910 | 1.1188 | 1.0577 |
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- | No log | 8.4103 | 328 | 1.0949 | 0.2565 | 1.0949 | 1.0464 |
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- | No log | 8.4615 | 330 | 1.0861 | 0.2766 | 1.0861 | 1.0421 |
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- | No log | 8.5128 | 332 | 1.1410 | 0.3349 | 1.1410 | 1.0682 |
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- | No log | 8.5641 | 334 | 1.1607 | 0.3225 | 1.1607 | 1.0773 |
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- | No log | 8.6154 | 336 | 1.1884 | 0.3349 | 1.1884 | 1.0901 |
220
- | No log | 8.6667 | 338 | 1.2385 | 0.2543 | 1.2385 | 1.1129 |
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- | No log | 8.7179 | 340 | 1.2990 | 0.1556 | 1.2990 | 1.1397 |
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- | No log | 8.7692 | 342 | 1.3207 | 0.1441 | 1.3207 | 1.1492 |
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- | No log | 8.8205 | 344 | 1.3194 | 0.1722 | 1.3194 | 1.1487 |
224
- | No log | 8.8718 | 346 | 1.3151 | 0.1242 | 1.3151 | 1.1468 |
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- | No log | 8.9231 | 348 | 1.3071 | 0.1242 | 1.3071 | 1.1433 |
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- | No log | 8.9744 | 350 | 1.2794 | 0.1247 | 1.2794 | 1.1311 |
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- | No log | 9.0256 | 352 | 1.2804 | 0.1479 | 1.2804 | 1.1315 |
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- | No log | 9.0769 | 354 | 1.2557 | 0.1398 | 1.2557 | 1.1206 |
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- | No log | 9.1282 | 356 | 1.2249 | 0.1644 | 1.2249 | 1.1068 |
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- | No log | 9.1795 | 358 | 1.1782 | 0.2042 | 1.1782 | 1.0854 |
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- | No log | 9.2308 | 360 | 1.1436 | 0.1644 | 1.1436 | 1.0694 |
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- | No log | 9.2821 | 362 | 1.1335 | 0.1693 | 1.1335 | 1.0647 |
233
- | No log | 9.3333 | 364 | 1.1811 | 0.2067 | 1.1811 | 1.0868 |
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- | No log | 9.3846 | 366 | 1.2468 | 0.2067 | 1.2468 | 1.1166 |
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- | No log | 9.4359 | 368 | 1.2535 | 0.2520 | 1.2535 | 1.1196 |
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- | No log | 9.4872 | 370 | 1.1837 | 0.2254 | 1.1837 | 1.0880 |
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- | No log | 9.5385 | 372 | 1.1315 | 0.2482 | 1.1315 | 1.0637 |
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- | No log | 9.5897 | 374 | 1.1142 | 0.2551 | 1.1142 | 1.0556 |
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- | No log | 9.6410 | 376 | 1.1040 | 0.2697 | 1.1040 | 1.0507 |
240
- | No log | 9.6923 | 378 | 1.1536 | 0.2809 | 1.1536 | 1.0741 |
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- | No log | 9.7436 | 380 | 1.2258 | 0.2382 | 1.2258 | 1.1071 |
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- | No log | 9.7949 | 382 | 1.2255 | 0.2809 | 1.2255 | 1.1070 |
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- | No log | 9.8462 | 384 | 1.1962 | 0.2676 | 1.1962 | 1.0937 |
244
- | No log | 9.8974 | 386 | 1.1711 | 0.2338 | 1.1711 | 1.0822 |
245
- | No log | 9.9487 | 388 | 1.1779 | 0.1844 | 1.1779 | 1.0853 |
246
- | No log | 10.0 | 390 | 1.1668 | 0.2338 | 1.1668 | 1.0802 |
247
- | No log | 10.0513 | 392 | 1.1847 | 0.2207 | 1.1847 | 1.0884 |
248
- | No log | 10.1026 | 394 | 1.2811 | 0.2032 | 1.2811 | 1.1319 |
249
- | No log | 10.1538 | 396 | 1.3417 | 0.2323 | 1.3417 | 1.1583 |
250
- | No log | 10.2051 | 398 | 1.3040 | 0.2170 | 1.3040 | 1.1419 |
251
- | No log | 10.2564 | 400 | 1.2156 | 0.1896 | 1.2156 | 1.1025 |
252
- | No log | 10.3077 | 402 | 1.1673 | 0.2083 | 1.1673 | 1.0804 |
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- | No log | 10.3590 | 404 | 1.1627 | 0.0944 | 1.1627 | 1.0783 |
254
- | No log | 10.4103 | 406 | 1.1601 | 0.1341 | 1.1601 | 1.0771 |
255
- | No log | 10.4615 | 408 | 1.1635 | 0.2204 | 1.1635 | 1.0787 |
256
- | No log | 10.5128 | 410 | 1.1928 | 0.2584 | 1.1928 | 1.0922 |
257
- | No log | 10.5641 | 412 | 1.2030 | 0.2342 | 1.2030 | 1.0968 |
258
- | No log | 10.6154 | 414 | 1.1871 | 0.2432 | 1.1871 | 1.0895 |
259
- | No log | 10.6667 | 416 | 1.1467 | 0.2553 | 1.1467 | 1.0708 |
260
- | No log | 10.7179 | 418 | 1.0956 | 0.2301 | 1.0956 | 1.0467 |
261
- | No log | 10.7692 | 420 | 1.0708 | 0.1713 | 1.0708 | 1.0348 |
262
- | No log | 10.8205 | 422 | 1.0756 | 0.2166 | 1.0756 | 1.0371 |
263
- | No log | 10.8718 | 424 | 1.0698 | 0.2140 | 1.0698 | 1.0343 |
264
- | No log | 10.9231 | 426 | 1.0725 | 0.2449 | 1.0725 | 1.0356 |
265
- | No log | 10.9744 | 428 | 1.0726 | 0.2301 | 1.0726 | 1.0357 |
266
- | No log | 11.0256 | 430 | 1.0787 | 0.2909 | 1.0787 | 1.0386 |
267
- | No log | 11.0769 | 432 | 1.1056 | 0.3087 | 1.1056 | 1.0515 |
268
- | No log | 11.1282 | 434 | 1.1416 | 0.3011 | 1.1416 | 1.0685 |
269
- | No log | 11.1795 | 436 | 1.1685 | 0.2809 | 1.1685 | 1.0810 |
270
- | No log | 11.2308 | 438 | 1.1739 | 0.2808 | 1.1739 | 1.0835 |
271
- | No log | 11.2821 | 440 | 1.1758 | 0.1186 | 1.1758 | 1.0843 |
272
- | No log | 11.3333 | 442 | 1.1977 | 0.1753 | 1.1977 | 1.0944 |
273
- | No log | 11.3846 | 444 | 1.1988 | 0.1270 | 1.1988 | 1.0949 |
274
- | No log | 11.4359 | 446 | 1.1729 | 0.1653 | 1.1729 | 1.0830 |
275
- | No log | 11.4872 | 448 | 1.1530 | 0.2042 | 1.1530 | 1.0738 |
276
- | No log | 11.5385 | 450 | 1.1430 | 0.2042 | 1.1430 | 1.0691 |
277
- | No log | 11.5897 | 452 | 1.1275 | 0.1616 | 1.1275 | 1.0618 |
278
- | No log | 11.6410 | 454 | 1.1251 | 0.1589 | 1.1251 | 1.0607 |
279
- | No log | 11.6923 | 456 | 1.1255 | 0.2265 | 1.1255 | 1.0609 |
280
- | No log | 11.7436 | 458 | 1.1250 | 0.1715 | 1.1250 | 1.0606 |
281
- | No log | 11.7949 | 460 | 1.1122 | 0.1370 | 1.1122 | 1.0546 |
282
- | No log | 11.8462 | 462 | 1.1011 | 0.1935 | 1.1011 | 1.0493 |
283
- | No log | 11.8974 | 464 | 1.0948 | 0.2083 | 1.0948 | 1.0463 |
284
- | No log | 11.9487 | 466 | 1.1061 | 0.1935 | 1.1061 | 1.0517 |
285
- | No log | 12.0 | 468 | 1.1149 | 0.1935 | 1.1149 | 1.0559 |
286
- | No log | 12.0513 | 470 | 1.1239 | 0.1859 | 1.1239 | 1.0601 |
287
- | No log | 12.1026 | 472 | 1.1425 | 0.2097 | 1.1425 | 1.0689 |
288
- | No log | 12.1538 | 474 | 1.1511 | 0.1952 | 1.1511 | 1.0729 |
289
- | No log | 12.2051 | 476 | 1.1599 | 0.2129 | 1.1599 | 1.0770 |
290
- | No log | 12.2564 | 478 | 1.1492 | 0.1910 | 1.1492 | 1.0720 |
291
- | No log | 12.3077 | 480 | 1.1543 | 0.2279 | 1.1543 | 1.0744 |
292
- | No log | 12.3590 | 482 | 1.1628 | 0.1507 | 1.1628 | 1.0783 |
293
- | No log | 12.4103 | 484 | 1.1440 | 0.1893 | 1.1440 | 1.0696 |
294
- | No log | 12.4615 | 486 | 1.1273 | 0.2408 | 1.1273 | 1.0617 |
295
- | No log | 12.5128 | 488 | 1.1473 | 0.2216 | 1.1473 | 1.0711 |
296
- | No log | 12.5641 | 490 | 1.1423 | 0.2449 | 1.1423 | 1.0688 |
297
- | No log | 12.6154 | 492 | 1.1233 | 0.2028 | 1.1233 | 1.0599 |
298
- | No log | 12.6667 | 494 | 1.1403 | 0.24 | 1.1403 | 1.0679 |
299
- | No log | 12.7179 | 496 | 1.1538 | 0.2574 | 1.1538 | 1.0742 |
300
- | No log | 12.7692 | 498 | 1.1601 | 0.1640 | 1.1601 | 1.0771 |
301
- | 0.285 | 12.8205 | 500 | 1.1825 | 0.1857 | 1.1825 | 1.0874 |
302
- | 0.285 | 12.8718 | 502 | 1.2330 | 0.2286 | 1.2330 | 1.1104 |
303
- | 0.285 | 12.9231 | 504 | 1.2458 | 0.2793 | 1.2458 | 1.1161 |
304
- | 0.285 | 12.9744 | 506 | 1.1890 | 0.2628 | 1.1890 | 1.0904 |
305
- | 0.285 | 13.0256 | 508 | 1.1304 | 0.1713 | 1.1304 | 1.0632 |
306
- | 0.285 | 13.0769 | 510 | 1.1366 | 0.1867 | 1.1366 | 1.0661 |
307
- | 0.285 | 13.1282 | 512 | 1.1610 | 0.1507 | 1.1610 | 1.0775 |
308
- | 0.285 | 13.1795 | 514 | 1.1605 | 0.1867 | 1.1605 | 1.0773 |
309
- | 0.285 | 13.2308 | 516 | 1.1759 | 0.2300 | 1.1759 | 1.0844 |
310
- | 0.285 | 13.2821 | 518 | 1.2097 | 0.2141 | 1.2097 | 1.0999 |
311
- | 0.285 | 13.3333 | 520 | 1.2221 | 0.2286 | 1.2221 | 1.1055 |
312
- | 0.285 | 13.3846 | 522 | 1.2217 | 0.2204 | 1.2217 | 1.1053 |
313
- | 0.285 | 13.4359 | 524 | 1.1931 | 0.2019 | 1.1931 | 1.0923 |
314
- | 0.285 | 13.4872 | 526 | 1.1808 | 0.1131 | 1.1808 | 1.0867 |
315
- | 0.285 | 13.5385 | 528 | 1.1811 | 0.0884 | 1.1811 | 1.0868 |
316
- | 0.285 | 13.5897 | 530 | 1.1866 | 0.1640 | 1.1866 | 1.0893 |
317
- | 0.285 | 13.6410 | 532 | 1.1743 | 0.1640 | 1.1743 | 1.0836 |
318
- | 0.285 | 13.6923 | 534 | 1.1588 | 0.1491 | 1.1588 | 1.0765 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
319
 
320
 
321
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k12_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k12_task5_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
18
+ - Loss: 0.8115
19
+ - Qwk: 0.4232
20
+ - Mse: 0.8115
21
+ - Rmse: 0.9008
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.05 | 2 | 4.0950 | -0.0092 | 4.0950 | 2.0236 |
53
+ | No log | 0.1 | 4 | 2.4164 | -0.0180 | 2.4164 | 1.5545 |
54
+ | No log | 0.15 | 6 | 1.8183 | -0.0277 | 1.8183 | 1.3484 |
55
+ | No log | 0.2 | 8 | 2.1160 | 0.0282 | 2.1160 | 1.4546 |
56
+ | No log | 0.25 | 10 | 2.6577 | 0.0128 | 2.6577 | 1.6302 |
57
+ | No log | 0.3 | 12 | 2.0026 | 0.0709 | 2.0026 | 1.4151 |
58
+ | No log | 0.35 | 14 | 1.3157 | 0.1525 | 1.3157 | 1.1471 |
59
+ | No log | 0.4 | 16 | 1.0104 | 0.2935 | 1.0104 | 1.0052 |
60
+ | No log | 0.45 | 18 | 1.1041 | 0.1837 | 1.1041 | 1.0508 |
61
+ | No log | 0.5 | 20 | 1.3907 | -0.0893 | 1.3907 | 1.1793 |
62
+ | No log | 0.55 | 22 | 1.6086 | -0.0296 | 1.6086 | 1.2683 |
63
+ | No log | 0.6 | 24 | 1.5053 | -0.0148 | 1.5053 | 1.2269 |
64
+ | No log | 0.65 | 26 | 1.4372 | 0.0 | 1.4372 | 1.1988 |
65
+ | No log | 0.7 | 28 | 1.4083 | 0.0 | 1.4083 | 1.1867 |
66
+ | No log | 0.75 | 30 | 1.3684 | 0.0 | 1.3684 | 1.1698 |
67
+ | No log | 0.8 | 32 | 1.2421 | 0.0380 | 1.2421 | 1.1145 |
68
+ | No log | 0.85 | 34 | 1.1511 | 0.1261 | 1.1511 | 1.0729 |
69
+ | No log | 0.9 | 36 | 1.1025 | 0.1858 | 1.1025 | 1.0500 |
70
+ | No log | 0.95 | 38 | 1.1402 | 0.1884 | 1.1402 | 1.0678 |
71
+ | No log | 1.0 | 40 | 1.3169 | 0.1255 | 1.3169 | 1.1476 |
72
+ | No log | 1.05 | 42 | 1.3145 | 0.1140 | 1.3145 | 1.1465 |
73
+ | No log | 1.1 | 44 | 1.3343 | 0.0769 | 1.3343 | 1.1551 |
74
+ | No log | 1.15 | 46 | 1.4085 | 0.0889 | 1.4085 | 1.1868 |
75
+ | No log | 1.2 | 48 | 1.4478 | 0.0858 | 1.4478 | 1.2032 |
76
+ | No log | 1.25 | 50 | 1.3718 | 0.1315 | 1.3718 | 1.1713 |
77
+ | No log | 1.3 | 52 | 1.2223 | 0.1168 | 1.2223 | 1.1056 |
78
+ | No log | 1.35 | 54 | 1.0734 | 0.2391 | 1.0734 | 1.0360 |
79
+ | No log | 1.4 | 56 | 1.0676 | 0.2663 | 1.0676 | 1.0333 |
80
+ | No log | 1.45 | 58 | 1.0882 | 0.2293 | 1.0882 | 1.0432 |
81
+ | No log | 1.5 | 60 | 1.1339 | 0.1953 | 1.1339 | 1.0649 |
82
+ | No log | 1.55 | 62 | 1.1888 | 0.1711 | 1.1888 | 1.0903 |
83
+ | No log | 1.6 | 64 | 1.2172 | 0.1086 | 1.2172 | 1.1033 |
84
+ | No log | 1.65 | 66 | 1.0926 | 0.2196 | 1.0926 | 1.0453 |
85
+ | No log | 1.7 | 68 | 1.0858 | 0.1901 | 1.0858 | 1.0420 |
86
+ | No log | 1.75 | 70 | 1.0713 | 0.2687 | 1.0713 | 1.0351 |
87
+ | No log | 1.8 | 72 | 1.0594 | 0.1644 | 1.0594 | 1.0293 |
88
+ | No log | 1.85 | 74 | 1.0510 | 0.1521 | 1.0510 | 1.0252 |
89
+ | No log | 1.9 | 76 | 1.0213 | 0.2166 | 1.0213 | 1.0106 |
90
+ | No log | 1.95 | 78 | 1.0238 | 0.2015 | 1.0238 | 1.0118 |
91
+ | No log | 2.0 | 80 | 1.0082 | 0.2042 | 1.0082 | 1.0041 |
92
+ | No log | 2.05 | 82 | 0.9916 | 0.2366 | 0.9916 | 0.9958 |
93
+ | No log | 2.1 | 84 | 0.9637 | 0.2490 | 0.9637 | 0.9817 |
94
+ | No log | 2.15 | 86 | 0.9224 | 0.2643 | 0.9224 | 0.9604 |
95
+ | No log | 2.2 | 88 | 0.9055 | 0.2667 | 0.9055 | 0.9516 |
96
+ | No log | 2.25 | 90 | 0.9046 | 0.2978 | 0.9046 | 0.9511 |
97
+ | No log | 2.3 | 92 | 0.8674 | 0.3236 | 0.8674 | 0.9314 |
98
+ | No log | 2.35 | 94 | 0.8610 | 0.3169 | 0.8610 | 0.9279 |
99
+ | No log | 2.4 | 96 | 0.8600 | 0.3914 | 0.8600 | 0.9273 |
100
+ | No log | 2.45 | 98 | 0.8273 | 0.2788 | 0.8273 | 0.9095 |
101
+ | No log | 2.5 | 100 | 0.8202 | 0.3544 | 0.8202 | 0.9057 |
102
+ | No log | 2.55 | 102 | 0.8155 | 0.3967 | 0.8155 | 0.9031 |
103
+ | No log | 2.6 | 104 | 0.8138 | 0.4126 | 0.8138 | 0.9021 |
104
+ | No log | 2.65 | 106 | 0.8203 | 0.4691 | 0.8203 | 0.9057 |
105
+ | No log | 2.7 | 108 | 0.8082 | 0.5052 | 0.8082 | 0.8990 |
106
+ | No log | 2.75 | 110 | 0.8182 | 0.5036 | 0.8182 | 0.9045 |
107
+ | No log | 2.8 | 112 | 0.8407 | 0.5129 | 0.8407 | 0.9169 |
108
+ | No log | 2.85 | 114 | 0.8697 | 0.4526 | 0.8697 | 0.9326 |
109
+ | No log | 2.9 | 116 | 0.9394 | 0.3880 | 0.9394 | 0.9692 |
110
+ | No log | 2.95 | 118 | 0.8969 | 0.4023 | 0.8969 | 0.9470 |
111
+ | No log | 3.0 | 120 | 0.8832 | 0.4657 | 0.8832 | 0.9398 |
112
+ | No log | 3.05 | 122 | 0.9211 | 0.4464 | 0.9211 | 0.9597 |
113
+ | No log | 3.1 | 124 | 0.8650 | 0.4657 | 0.8650 | 0.9301 |
114
+ | No log | 3.15 | 126 | 0.8582 | 0.4558 | 0.8582 | 0.9264 |
115
+ | No log | 3.2 | 128 | 0.8829 | 0.5522 | 0.8829 | 0.9396 |
116
+ | No log | 3.25 | 130 | 0.8049 | 0.5036 | 0.8049 | 0.8972 |
117
+ | No log | 3.3 | 132 | 0.8059 | 0.4880 | 0.8059 | 0.8977 |
118
+ | No log | 3.35 | 134 | 0.8175 | 0.4852 | 0.8175 | 0.9042 |
119
+ | No log | 3.4 | 136 | 0.8522 | 0.4141 | 0.8522 | 0.9231 |
120
+ | No log | 3.45 | 138 | 0.8641 | 0.4123 | 0.8641 | 0.9296 |
121
+ | No log | 3.5 | 140 | 0.8103 | 0.4123 | 0.8103 | 0.9002 |
122
+ | No log | 3.55 | 142 | 0.8102 | 0.4460 | 0.8102 | 0.9001 |
123
+ | No log | 3.6 | 144 | 0.8625 | 0.5005 | 0.8625 | 0.9287 |
124
+ | No log | 3.65 | 146 | 0.8481 | 0.4763 | 0.8481 | 0.9209 |
125
+ | No log | 3.7 | 148 | 0.8180 | 0.5024 | 0.8180 | 0.9045 |
126
+ | No log | 3.75 | 150 | 0.8099 | 0.5236 | 0.8099 | 0.9000 |
127
+ | No log | 3.8 | 152 | 0.8601 | 0.5052 | 0.8601 | 0.9274 |
128
+ | No log | 3.85 | 154 | 0.8433 | 0.5256 | 0.8433 | 0.9183 |
129
+ | No log | 3.9 | 156 | 0.7684 | 0.5263 | 0.7684 | 0.8766 |
130
+ | No log | 3.95 | 158 | 0.7690 | 0.5287 | 0.7690 | 0.8769 |
131
+ | No log | 4.0 | 160 | 0.7915 | 0.4889 | 0.7915 | 0.8897 |
132
+ | No log | 4.05 | 162 | 0.8084 | 0.4787 | 0.8084 | 0.8991 |
133
+ | No log | 4.1 | 164 | 0.7436 | 0.5490 | 0.7436 | 0.8623 |
134
+ | No log | 4.15 | 166 | 0.8108 | 0.5059 | 0.8108 | 0.9005 |
135
+ | No log | 4.2 | 168 | 0.8457 | 0.5033 | 0.8457 | 0.9196 |
136
+ | No log | 4.25 | 170 | 0.7617 | 0.4764 | 0.7617 | 0.8727 |
137
+ | No log | 4.3 | 172 | 0.7658 | 0.5513 | 0.7658 | 0.8751 |
138
+ | No log | 4.35 | 174 | 0.7905 | 0.5311 | 0.7905 | 0.8891 |
139
+ | No log | 4.4 | 176 | 0.7453 | 0.5657 | 0.7453 | 0.8633 |
140
+ | No log | 4.45 | 178 | 0.8290 | 0.5543 | 0.8290 | 0.9105 |
141
+ | No log | 4.5 | 180 | 0.8525 | 0.5329 | 0.8525 | 0.9233 |
142
+ | No log | 4.55 | 182 | 0.7665 | 0.6001 | 0.7665 | 0.8755 |
143
+ | No log | 4.6 | 184 | 0.7671 | 0.5561 | 0.7671 | 0.8759 |
144
+ | No log | 4.65 | 186 | 0.7896 | 0.5287 | 0.7896 | 0.8886 |
145
+ | No log | 4.7 | 188 | 0.7863 | 0.5030 | 0.7863 | 0.8867 |
146
+ | No log | 4.75 | 190 | 0.8410 | 0.4824 | 0.8410 | 0.9171 |
147
+ | No log | 4.8 | 192 | 0.9417 | 0.4666 | 0.9417 | 0.9704 |
148
+ | No log | 4.85 | 194 | 0.8752 | 0.4186 | 0.8752 | 0.9355 |
149
+ | No log | 4.9 | 196 | 0.8163 | 0.4083 | 0.8163 | 0.9035 |
150
+ | No log | 4.95 | 198 | 0.8641 | 0.4291 | 0.8641 | 0.9296 |
151
+ | No log | 5.0 | 200 | 0.8595 | 0.4550 | 0.8595 | 0.9271 |
152
+ | No log | 5.05 | 202 | 0.7867 | 0.4824 | 0.7867 | 0.8870 |
153
+ | No log | 5.1 | 204 | 0.9374 | 0.4373 | 0.9374 | 0.9682 |
154
+ | No log | 5.15 | 206 | 1.0988 | 0.4258 | 1.0988 | 1.0483 |
155
+ | No log | 5.2 | 208 | 0.9980 | 0.4587 | 0.9980 | 0.9990 |
156
+ | No log | 5.25 | 210 | 0.8592 | 0.5316 | 0.8592 | 0.9269 |
157
+ | No log | 5.3 | 212 | 0.8522 | 0.4374 | 0.8522 | 0.9232 |
158
+ | No log | 5.35 | 214 | 0.8549 | 0.4810 | 0.8549 | 0.9246 |
159
+ | No log | 5.4 | 216 | 0.8940 | 0.4480 | 0.8940 | 0.9455 |
160
+ | No log | 5.45 | 218 | 0.8843 | 0.4935 | 0.8843 | 0.9404 |
161
+ | No log | 5.5 | 220 | 0.8184 | 0.4056 | 0.8184 | 0.9046 |
162
+ | No log | 5.55 | 222 | 0.7962 | 0.4813 | 0.7962 | 0.8923 |
163
+ | No log | 5.6 | 224 | 0.8079 | 0.4952 | 0.8079 | 0.8988 |
164
+ | No log | 5.65 | 226 | 0.8085 | 0.5174 | 0.8085 | 0.8992 |
165
+ | No log | 5.7 | 228 | 0.8213 | 0.5251 | 0.8213 | 0.9063 |
166
+ | No log | 5.75 | 230 | 0.8498 | 0.4579 | 0.8498 | 0.9218 |
167
+ | No log | 5.8 | 232 | 0.8662 | 0.4971 | 0.8662 | 0.9307 |
168
+ | No log | 5.85 | 234 | 0.8851 | 0.4736 | 0.8851 | 0.9408 |
169
+ | No log | 5.9 | 236 | 0.8279 | 0.3914 | 0.8279 | 0.9099 |
170
+ | No log | 5.95 | 238 | 0.7914 | 0.4304 | 0.7914 | 0.8896 |
171
+ | No log | 6.0 | 240 | 0.7818 | 0.4907 | 0.7818 | 0.8842 |
172
+ | No log | 6.05 | 242 | 0.7758 | 0.4782 | 0.7758 | 0.8808 |
173
+ | No log | 6.1 | 244 | 0.7852 | 0.5291 | 0.7852 | 0.8861 |
174
+ | No log | 6.15 | 246 | 0.8255 | 0.5368 | 0.8255 | 0.9086 |
175
+ | No log | 6.2 | 248 | 0.7896 | 0.4857 | 0.7896 | 0.8886 |
176
+ | No log | 6.25 | 250 | 0.7785 | 0.4235 | 0.7785 | 0.8823 |
177
+ | No log | 6.3 | 252 | 0.8028 | 0.4130 | 0.8028 | 0.8960 |
178
+ | No log | 6.35 | 254 | 0.8570 | 0.3744 | 0.8570 | 0.9257 |
179
+ | No log | 6.4 | 256 | 0.7929 | 0.5055 | 0.7929 | 0.8905 |
180
+ | No log | 6.45 | 258 | 0.8309 | 0.5577 | 0.8309 | 0.9115 |
181
+ | No log | 6.5 | 260 | 0.9807 | 0.5905 | 0.9807 | 0.9903 |
182
+ | No log | 6.55 | 262 | 0.9002 | 0.5355 | 0.9002 | 0.9488 |
183
+ | No log | 6.6 | 264 | 0.8238 | 0.4345 | 0.8238 | 0.9077 |
184
+ | No log | 6.65 | 266 | 0.8929 | 0.4243 | 0.8929 | 0.9449 |
185
+ | No log | 6.7 | 268 | 0.8979 | 0.3959 | 0.8979 | 0.9476 |
186
+ | No log | 6.75 | 270 | 0.8331 | 0.4083 | 0.8331 | 0.9128 |
187
+ | No log | 6.8 | 272 | 0.8506 | 0.4832 | 0.8506 | 0.9223 |
188
+ | No log | 6.85 | 274 | 0.9104 | 0.5198 | 0.9104 | 0.9542 |
189
+ | No log | 6.9 | 276 | 0.8814 | 0.5611 | 0.8814 | 0.9388 |
190
+ | No log | 6.95 | 278 | 0.7841 | 0.6102 | 0.7841 | 0.8855 |
191
+ | No log | 7.0 | 280 | 0.7751 | 0.5795 | 0.7751 | 0.8804 |
192
+ | No log | 7.05 | 282 | 0.7729 | 0.5713 | 0.7729 | 0.8791 |
193
+ | No log | 7.1 | 284 | 0.7879 | 0.5618 | 0.7879 | 0.8876 |
194
+ | No log | 7.15 | 286 | 0.8094 | 0.5719 | 0.8094 | 0.8997 |
195
+ | No log | 7.2 | 288 | 0.8448 | 0.5291 | 0.8448 | 0.9191 |
196
+ | No log | 7.25 | 290 | 0.9256 | 0.5255 | 0.9256 | 0.9621 |
197
+ | No log | 7.3 | 292 | 0.9213 | 0.5255 | 0.9213 | 0.9598 |
198
+ | No log | 7.35 | 294 | 0.8356 | 0.5511 | 0.8356 | 0.9141 |
199
+ | No log | 7.4 | 296 | 0.8024 | 0.5671 | 0.8024 | 0.8958 |
200
+ | No log | 7.45 | 298 | 0.7953 | 0.5511 | 0.7953 | 0.8918 |
201
+ | No log | 7.5 | 300 | 0.8276 | 0.5697 | 0.8276 | 0.9097 |
202
+ | No log | 7.55 | 302 | 0.8067 | 0.5595 | 0.8067 | 0.8982 |
203
+ | No log | 7.6 | 304 | 0.7861 | 0.5422 | 0.7861 | 0.8866 |
204
+ | No log | 7.65 | 306 | 0.7609 | 0.4048 | 0.7609 | 0.8723 |
205
+ | No log | 7.7 | 308 | 0.8037 | 0.3873 | 0.8037 | 0.8965 |
206
+ | No log | 7.75 | 310 | 0.7897 | 0.3609 | 0.7897 | 0.8887 |
207
+ | No log | 7.8 | 312 | 0.8177 | 0.5170 | 0.8177 | 0.9043 |
208
+ | No log | 7.85 | 314 | 0.8733 | 0.4902 | 0.8733 | 0.9345 |
209
+ | No log | 7.9 | 316 | 0.8471 | 0.5241 | 0.8471 | 0.9204 |
210
+ | No log | 7.95 | 318 | 0.8073 | 0.5475 | 0.8073 | 0.8985 |
211
+ | No log | 8.0 | 320 | 0.7417 | 0.5050 | 0.7417 | 0.8612 |
212
+ | No log | 8.05 | 322 | 0.7473 | 0.5182 | 0.7473 | 0.8644 |
213
+ | No log | 8.1 | 324 | 0.7603 | 0.5933 | 0.7603 | 0.8719 |
214
+ | No log | 8.15 | 326 | 0.9359 | 0.5082 | 0.9359 | 0.9674 |
215
+ | No log | 8.2 | 328 | 1.0761 | 0.4301 | 1.0761 | 1.0374 |
216
+ | No log | 8.25 | 330 | 0.9803 | 0.4878 | 0.9803 | 0.9901 |
217
+ | No log | 8.3 | 332 | 0.8334 | 0.5267 | 0.8334 | 0.9129 |
218
+ | No log | 8.35 | 334 | 0.7943 | 0.5427 | 0.7943 | 0.8912 |
219
+ | No log | 8.4 | 336 | 0.7889 | 0.4799 | 0.7889 | 0.8882 |
220
+ | No log | 8.45 | 338 | 0.7913 | 0.4065 | 0.7913 | 0.8896 |
221
+ | No log | 8.5 | 340 | 0.7890 | 0.4065 | 0.7890 | 0.8883 |
222
+ | No log | 8.55 | 342 | 0.7925 | 0.4661 | 0.7925 | 0.8902 |
223
+ | No log | 8.6 | 344 | 0.7840 | 0.4321 | 0.7840 | 0.8854 |
224
+ | No log | 8.65 | 346 | 0.7806 | 0.4903 | 0.7806 | 0.8835 |
225
+ | No log | 8.7 | 348 | 0.8042 | 0.5419 | 0.8042 | 0.8968 |
226
+ | No log | 8.75 | 350 | 0.8468 | 0.4836 | 0.8468 | 0.9202 |
227
+ | No log | 8.8 | 352 | 0.8107 | 0.5404 | 0.8107 | 0.9004 |
228
+ | No log | 8.85 | 354 | 0.8032 | 0.5752 | 0.8032 | 0.8962 |
229
+ | No log | 8.9 | 356 | 0.8197 | 0.5275 | 0.8197 | 0.9054 |
230
+ | No log | 8.95 | 358 | 0.8307 | 0.4235 | 0.8307 | 0.9115 |
231
+ | No log | 9.0 | 360 | 0.8482 | 0.4030 | 0.8482 | 0.9210 |
232
+ | No log | 9.05 | 362 | 0.8631 | 0.4261 | 0.8631 | 0.9290 |
233
+ | No log | 9.1 | 364 | 0.8554 | 0.3388 | 0.8554 | 0.9249 |
234
+ | No log | 9.15 | 366 | 0.8653 | 0.3583 | 0.8653 | 0.9302 |
235
+ | No log | 9.2 | 368 | 0.8469 | 0.4130 | 0.8469 | 0.9203 |
236
+ | No log | 9.25 | 370 | 0.8179 | 0.4983 | 0.8179 | 0.9044 |
237
+ | No log | 9.3 | 372 | 0.8454 | 0.4621 | 0.8454 | 0.9195 |
238
+ | No log | 9.35 | 374 | 0.8463 | 0.5147 | 0.8463 | 0.9200 |
239
+ | No log | 9.4 | 376 | 0.7801 | 0.5517 | 0.7801 | 0.8832 |
240
+ | No log | 9.45 | 378 | 0.7723 | 0.5416 | 0.7723 | 0.8788 |
241
+ | No log | 9.5 | 380 | 0.8246 | 0.4940 | 0.8246 | 0.9081 |
242
+ | No log | 9.55 | 382 | 0.8927 | 0.4794 | 0.8927 | 0.9448 |
243
+ | No log | 9.6 | 384 | 0.8642 | 0.4253 | 0.8642 | 0.9296 |
244
+ | No log | 9.65 | 386 | 0.7875 | 0.4511 | 0.7875 | 0.8874 |
245
+ | No log | 9.7 | 388 | 0.7904 | 0.3795 | 0.7904 | 0.8890 |
246
+ | No log | 9.75 | 390 | 0.7925 | 0.3508 | 0.7925 | 0.8902 |
247
+ | No log | 9.8 | 392 | 0.7838 | 0.3878 | 0.7838 | 0.8853 |
248
+ | No log | 9.85 | 394 | 0.8596 | 0.4224 | 0.8596 | 0.9272 |
249
+ | No log | 9.9 | 396 | 0.9286 | 0.4222 | 0.9286 | 0.9636 |
250
+ | No log | 9.95 | 398 | 0.9038 | 0.4681 | 0.9038 | 0.9507 |
251
+ | No log | 10.0 | 400 | 0.8272 | 0.3990 | 0.8272 | 0.9095 |
252
+ | No log | 10.05 | 402 | 0.7954 | 0.3661 | 0.7954 | 0.8919 |
253
+ | No log | 10.1 | 404 | 0.7867 | 0.4192 | 0.7867 | 0.8870 |
254
+ | No log | 10.15 | 406 | 0.7761 | 0.5016 | 0.7761 | 0.8810 |
255
+ | No log | 10.2 | 408 | 0.8071 | 0.5378 | 0.8071 | 0.8984 |
256
+ | No log | 10.25 | 410 | 0.8314 | 0.5560 | 0.8314 | 0.9118 |
257
+ | No log | 10.3 | 412 | 0.7926 | 0.5872 | 0.7926 | 0.8903 |
258
+ | No log | 10.35 | 414 | 0.7579 | 0.5451 | 0.7579 | 0.8706 |
259
+ | No log | 10.4 | 416 | 0.7572 | 0.5238 | 0.7572 | 0.8702 |
260
+ | No log | 10.45 | 418 | 0.7800 | 0.5434 | 0.7800 | 0.8832 |
261
+ | No log | 10.5 | 420 | 0.8239 | 0.4588 | 0.8239 | 0.9077 |
262
+ | No log | 10.55 | 422 | 0.8044 | 0.5098 | 0.8044 | 0.8969 |
263
+ | No log | 10.6 | 424 | 0.7794 | 0.4225 | 0.7794 | 0.8828 |
264
+ | No log | 10.65 | 426 | 0.8118 | 0.4640 | 0.8118 | 0.9010 |
265
+ | No log | 10.7 | 428 | 0.8061 | 0.4140 | 0.8061 | 0.8978 |
266
+ | No log | 10.75 | 430 | 0.7514 | 0.5512 | 0.7514 | 0.8668 |
267
+ | No log | 10.8 | 432 | 0.8136 | 0.6081 | 0.8136 | 0.9020 |
268
+ | No log | 10.85 | 434 | 0.9533 | 0.5082 | 0.9533 | 0.9764 |
269
+ | No log | 10.9 | 436 | 0.9446 | 0.5079 | 0.9446 | 0.9719 |
270
+ | No log | 10.95 | 438 | 0.8124 | 0.5842 | 0.8124 | 0.9013 |
271
+ | No log | 11.0 | 440 | 0.7367 | 0.6032 | 0.7367 | 0.8583 |
272
+ | No log | 11.05 | 442 | 0.7324 | 0.5752 | 0.7324 | 0.8558 |
273
+ | No log | 11.1 | 444 | 0.7364 | 0.5796 | 0.7364 | 0.8581 |
274
+ | No log | 11.15 | 446 | 0.7474 | 0.5692 | 0.7474 | 0.8645 |
275
+ | No log | 11.2 | 448 | 0.8087 | 0.5266 | 0.8087 | 0.8993 |
276
+ | No log | 11.25 | 450 | 0.9114 | 0.5219 | 0.9114 | 0.9547 |
277
+ | No log | 11.3 | 452 | 0.9274 | 0.5013 | 0.9274 | 0.9630 |
278
+ | No log | 11.35 | 454 | 0.8871 | 0.4804 | 0.8871 | 0.9418 |
279
+ | No log | 11.4 | 456 | 0.8408 | 0.3682 | 0.8408 | 0.9169 |
280
+ | No log | 11.45 | 458 | 0.8204 | 0.4014 | 0.8204 | 0.9057 |
281
+ | No log | 11.5 | 460 | 0.8176 | 0.4279 | 0.8176 | 0.9042 |
282
+ | No log | 11.55 | 462 | 0.8187 | 0.4770 | 0.8187 | 0.9048 |
283
+ | No log | 11.6 | 464 | 0.8295 | 0.5094 | 0.8295 | 0.9107 |
284
+ | No log | 11.65 | 466 | 0.8330 | 0.5407 | 0.8330 | 0.9127 |
285
+ | No log | 11.7 | 468 | 0.8259 | 0.6296 | 0.8259 | 0.9088 |
286
+ | No log | 11.75 | 470 | 0.7924 | 0.5919 | 0.7924 | 0.8902 |
287
+ | No log | 11.8 | 472 | 0.7886 | 0.6073 | 0.7886 | 0.8880 |
288
+ | No log | 11.85 | 474 | 0.7702 | 0.5819 | 0.7702 | 0.8776 |
289
+ | No log | 11.9 | 476 | 0.7532 | 0.5640 | 0.7532 | 0.8679 |
290
+ | No log | 11.95 | 478 | 0.7464 | 0.5640 | 0.7464 | 0.8640 |
291
+ | No log | 12.0 | 480 | 0.7495 | 0.5842 | 0.7495 | 0.8657 |
292
+ | No log | 12.05 | 482 | 0.7801 | 0.5809 | 0.7801 | 0.8832 |
293
+ | No log | 12.1 | 484 | 0.8043 | 0.6331 | 0.8043 | 0.8968 |
294
+ | No log | 12.15 | 486 | 0.8127 | 0.6426 | 0.8127 | 0.9015 |
295
+ | No log | 12.2 | 488 | 0.7726 | 0.6073 | 0.7726 | 0.8790 |
296
+ | No log | 12.25 | 490 | 0.7520 | 0.5929 | 0.7520 | 0.8672 |
297
+ | No log | 12.3 | 492 | 0.7355 | 0.6066 | 0.7355 | 0.8576 |
298
+ | No log | 12.35 | 494 | 0.7340 | 0.5226 | 0.7340 | 0.8567 |
299
+ | No log | 12.4 | 496 | 0.7391 | 0.4922 | 0.7391 | 0.8597 |
300
+ | No log | 12.45 | 498 | 0.7421 | 0.4941 | 0.7421 | 0.8615 |
301
+ | 0.2961 | 12.5 | 500 | 0.7483 | 0.4596 | 0.7483 | 0.8650 |
302
+ | 0.2961 | 12.55 | 502 | 0.7306 | 0.5396 | 0.7306 | 0.8547 |
303
+ | 0.2961 | 12.6 | 504 | 0.7191 | 0.5660 | 0.7191 | 0.8480 |
304
+ | 0.2961 | 12.65 | 506 | 0.7308 | 0.6109 | 0.7308 | 0.8549 |
305
+ | 0.2961 | 12.7 | 508 | 0.7744 | 0.5998 | 0.7744 | 0.8800 |
306
+ | 0.2961 | 12.75 | 510 | 0.8291 | 0.5458 | 0.8291 | 0.9106 |
307
+ | 0.2961 | 12.8 | 512 | 0.8165 | 0.5254 | 0.8165 | 0.9036 |
308
+ | 0.2961 | 12.85 | 514 | 0.7521 | 0.5516 | 0.7521 | 0.8672 |
309
+ | 0.2961 | 12.9 | 516 | 0.7147 | 0.5471 | 0.7147 | 0.8454 |
310
+ | 0.2961 | 12.95 | 518 | 0.7109 | 0.5042 | 0.7109 | 0.8431 |
311
+ | 0.2961 | 13.0 | 520 | 0.7199 | 0.5840 | 0.7199 | 0.8485 |
312
+ | 0.2961 | 13.05 | 522 | 0.7398 | 0.5610 | 0.7398 | 0.8601 |
313
+ | 0.2961 | 13.1 | 524 | 0.7365 | 0.5731 | 0.7365 | 0.8582 |
314
+ | 0.2961 | 13.15 | 526 | 0.7444 | 0.5528 | 0.7444 | 0.8628 |
315
+ | 0.2961 | 13.2 | 528 | 0.7489 | 0.5626 | 0.7489 | 0.8654 |
316
+ | 0.2961 | 13.25 | 530 | 0.7596 | 0.5528 | 0.7596 | 0.8715 |
317
+ | 0.2961 | 13.3 | 532 | 0.7693 | 0.5642 | 0.7693 | 0.8771 |
318
+ | 0.2961 | 13.35 | 534 | 0.7685 | 0.5425 | 0.7685 | 0.8766 |
319
+ | 0.2961 | 13.4 | 536 | 0.7656 | 0.4629 | 0.7655 | 0.8750 |
320
+ | 0.2961 | 13.45 | 538 | 0.7920 | 0.4965 | 0.7920 | 0.8900 |
321
+ | 0.2961 | 13.5 | 540 | 0.7937 | 0.5218 | 0.7937 | 0.8909 |
322
+ | 0.2961 | 13.55 | 542 | 0.7774 | 0.4988 | 0.7774 | 0.8817 |
323
+ | 0.2961 | 13.6 | 544 | 0.7970 | 0.5206 | 0.7970 | 0.8928 |
324
+ | 0.2961 | 13.65 | 546 | 0.8556 | 0.5242 | 0.8556 | 0.9250 |
325
+ | 0.2961 | 13.7 | 548 | 0.8719 | 0.5455 | 0.8719 | 0.9338 |
326
+ | 0.2961 | 13.75 | 550 | 0.8047 | 0.5909 | 0.8047 | 0.8970 |
327
+ | 0.2961 | 13.8 | 552 | 0.7773 | 0.5368 | 0.7773 | 0.8816 |
328
+ | 0.2961 | 13.85 | 554 | 0.7735 | 0.5139 | 0.7735 | 0.8795 |
329
+ | 0.2961 | 13.9 | 556 | 0.7896 | 0.4757 | 0.7896 | 0.8886 |
330
+ | 0.2961 | 13.95 | 558 | 0.8323 | 0.5372 | 0.8323 | 0.9123 |
331
+ | 0.2961 | 14.0 | 560 | 0.8338 | 0.5157 | 0.8338 | 0.9131 |
332
+ | 0.2961 | 14.05 | 562 | 0.7794 | 0.4244 | 0.7794 | 0.8829 |
333
+ | 0.2961 | 14.1 | 564 | 0.7646 | 0.4069 | 0.7646 | 0.8744 |
334
+ | 0.2961 | 14.15 | 566 | 0.7582 | 0.4486 | 0.7582 | 0.8708 |
335
+ | 0.2961 | 14.2 | 568 | 0.7551 | 0.5010 | 0.7551 | 0.8690 |
336
+ | 0.2961 | 14.25 | 570 | 0.7913 | 0.4956 | 0.7913 | 0.8896 |
337
+ | 0.2961 | 14.3 | 572 | 0.8267 | 0.5266 | 0.8267 | 0.9092 |
338
+ | 0.2961 | 14.35 | 574 | 0.7953 | 0.5494 | 0.7953 | 0.8918 |
339
+ | 0.2961 | 14.4 | 576 | 0.7565 | 0.5342 | 0.7565 | 0.8698 |
340
+ | 0.2961 | 14.45 | 578 | 0.7619 | 0.4831 | 0.7619 | 0.8729 |
341
+ | 0.2961 | 14.5 | 580 | 0.7643 | 0.4831 | 0.7643 | 0.8742 |
342
+ | 0.2961 | 14.55 | 582 | 0.7694 | 0.4511 | 0.7694 | 0.8772 |
343
+ | 0.2961 | 14.6 | 584 | 0.7970 | 0.4231 | 0.7970 | 0.8927 |
344
+ | 0.2961 | 14.65 | 586 | 0.7981 | 0.4231 | 0.7981 | 0.8934 |
345
+ | 0.2961 | 14.7 | 588 | 0.7655 | 0.4995 | 0.7655 | 0.8749 |
346
+ | 0.2961 | 14.75 | 590 | 0.7642 | 0.4626 | 0.7642 | 0.8742 |
347
+ | 0.2961 | 14.8 | 592 | 0.8074 | 0.4565 | 0.8074 | 0.8986 |
348
+ | 0.2961 | 14.85 | 594 | 0.8077 | 0.4565 | 0.8077 | 0.8987 |
349
+ | 0.2961 | 14.9 | 596 | 0.7603 | 0.4866 | 0.7603 | 0.8720 |
350
+ | 0.2961 | 14.95 | 598 | 0.7428 | 0.5808 | 0.7428 | 0.8618 |
351
+ | 0.2961 | 15.0 | 600 | 0.7550 | 0.5669 | 0.7550 | 0.8689 |
352
+ | 0.2961 | 15.05 | 602 | 0.7563 | 0.5796 | 0.7563 | 0.8697 |
353
+ | 0.2961 | 15.1 | 604 | 0.7690 | 0.5182 | 0.7690 | 0.8769 |
354
+ | 0.2961 | 15.15 | 606 | 0.8166 | 0.4563 | 0.8166 | 0.9037 |
355
+ | 0.2961 | 15.2 | 608 | 0.8279 | 0.4803 | 0.8279 | 0.9099 |
356
+ | 0.2961 | 15.25 | 610 | 0.7926 | 0.4747 | 0.7926 | 0.8903 |
357
+ | 0.2961 | 15.3 | 612 | 0.7808 | 0.5731 | 0.7808 | 0.8837 |
358
+ | 0.2961 | 15.35 | 614 | 0.8605 | 0.5140 | 0.8605 | 0.9276 |
359
+ | 0.2961 | 15.4 | 616 | 0.8999 | 0.4916 | 0.8999 | 0.9486 |
360
+ | 0.2961 | 15.45 | 618 | 0.8356 | 0.4916 | 0.8356 | 0.9141 |
361
+ | 0.2961 | 15.5 | 620 | 0.7539 | 0.5221 | 0.7539 | 0.8682 |
362
+ | 0.2961 | 15.55 | 622 | 0.7493 | 0.3986 | 0.7493 | 0.8656 |
363
+ | 0.2961 | 15.6 | 624 | 0.7833 | 0.4639 | 0.7833 | 0.8850 |
364
+ | 0.2961 | 15.65 | 626 | 0.7790 | 0.4639 | 0.7790 | 0.8826 |
365
+ | 0.2961 | 15.7 | 628 | 0.7367 | 0.4860 | 0.7367 | 0.8583 |
366
+ | 0.2961 | 15.75 | 630 | 0.7124 | 0.5142 | 0.7124 | 0.8440 |
367
+ | 0.2961 | 15.8 | 632 | 0.7303 | 0.6147 | 0.7303 | 0.8546 |
368
+ | 0.2961 | 15.85 | 634 | 0.7558 | 0.6257 | 0.7558 | 0.8694 |
369
+ | 0.2961 | 15.9 | 636 | 0.7411 | 0.6257 | 0.7411 | 0.8609 |
370
+ | 0.2961 | 15.95 | 638 | 0.6972 | 0.6421 | 0.6972 | 0.8350 |
371
+ | 0.2961 | 16.0 | 640 | 0.6826 | 0.6011 | 0.6826 | 0.8262 |
372
+ | 0.2961 | 16.05 | 642 | 0.6973 | 0.5830 | 0.6973 | 0.8351 |
373
+ | 0.2961 | 16.1 | 644 | 0.7184 | 0.5076 | 0.7184 | 0.8476 |
374
+ | 0.2961 | 16.15 | 646 | 0.7182 | 0.5406 | 0.7182 | 0.8475 |
375
+ | 0.2961 | 16.2 | 648 | 0.7187 | 0.5785 | 0.7187 | 0.8477 |
376
+ | 0.2961 | 16.25 | 650 | 0.7651 | 0.5923 | 0.7651 | 0.8747 |
377
+ | 0.2961 | 16.3 | 652 | 0.7691 | 0.6337 | 0.7691 | 0.8770 |
378
+ | 0.2961 | 16.35 | 654 | 0.7680 | 0.6237 | 0.7680 | 0.8764 |
379
+ | 0.2961 | 16.4 | 656 | 0.7727 | 0.5840 | 0.7727 | 0.8790 |
380
+ | 0.2961 | 16.45 | 658 | 0.7792 | 0.5339 | 0.7792 | 0.8827 |
381
+ | 0.2961 | 16.5 | 660 | 0.7811 | 0.5338 | 0.7811 | 0.8838 |
382
+ | 0.2961 | 16.55 | 662 | 0.7788 | 0.5158 | 0.7788 | 0.8825 |
383
+ | 0.2961 | 16.6 | 664 | 0.7801 | 0.5155 | 0.7801 | 0.8832 |
384
+ | 0.2961 | 16.65 | 666 | 0.7824 | 0.5155 | 0.7824 | 0.8846 |
385
+ | 0.2961 | 16.7 | 668 | 0.7870 | 0.5393 | 0.7870 | 0.8871 |
386
+ | 0.2961 | 16.75 | 670 | 0.7801 | 0.5703 | 0.7801 | 0.8832 |
387
+ | 0.2961 | 16.8 | 672 | 0.7843 | 0.5427 | 0.7843 | 0.8856 |
388
+ | 0.2961 | 16.85 | 674 | 0.8088 | 0.6198 | 0.8088 | 0.8993 |
389
+ | 0.2961 | 16.9 | 676 | 0.8249 | 0.5660 | 0.8249 | 0.9082 |
390
+ | 0.2961 | 16.95 | 678 | 0.7835 | 0.6228 | 0.7835 | 0.8852 |
391
+ | 0.2961 | 17.0 | 680 | 0.7516 | 0.6311 | 0.7516 | 0.8670 |
392
+ | 0.2961 | 17.05 | 682 | 0.7594 | 0.5169 | 0.7594 | 0.8714 |
393
+ | 0.2961 | 17.1 | 684 | 0.7692 | 0.4611 | 0.7692 | 0.8770 |
394
+ | 0.2961 | 17.15 | 686 | 0.7673 | 0.4258 | 0.7673 | 0.8760 |
395
+ | 0.2961 | 17.2 | 688 | 0.7459 | 0.5301 | 0.7459 | 0.8636 |
396
+ | 0.2961 | 17.25 | 690 | 0.7322 | 0.5796 | 0.7322 | 0.8557 |
397
+ | 0.2961 | 17.3 | 692 | 0.7337 | 0.5902 | 0.7337 | 0.8565 |
398
+ | 0.2961 | 17.35 | 694 | 0.7626 | 0.5923 | 0.7626 | 0.8733 |
399
+ | 0.2961 | 17.4 | 696 | 0.7700 | 0.5923 | 0.7700 | 0.8775 |
400
+ | 0.2961 | 17.45 | 698 | 0.7487 | 0.5540 | 0.7487 | 0.8653 |
401
+ | 0.2961 | 17.5 | 700 | 0.7596 | 0.6063 | 0.7596 | 0.8715 |
402
+ | 0.2961 | 17.55 | 702 | 0.7663 | 0.6063 | 0.7663 | 0.8754 |
403
+ | 0.2961 | 17.6 | 704 | 0.7736 | 0.6063 | 0.7736 | 0.8795 |
404
+ | 0.2961 | 17.65 | 706 | 0.7904 | 0.5923 | 0.7904 | 0.8890 |
405
+ | 0.2961 | 17.7 | 708 | 0.7895 | 0.5558 | 0.7895 | 0.8886 |
406
+ | 0.2961 | 17.75 | 710 | 0.7876 | 0.5024 | 0.7876 | 0.8875 |
407
+ | 0.2961 | 17.8 | 712 | 0.7822 | 0.5174 | 0.7822 | 0.8844 |
408
+ | 0.2961 | 17.85 | 714 | 0.7700 | 0.5399 | 0.7700 | 0.8775 |
409
+ | 0.2961 | 17.9 | 716 | 0.7714 | 0.5472 | 0.7714 | 0.8783 |
410
+ | 0.2961 | 17.95 | 718 | 0.7960 | 0.4828 | 0.7960 | 0.8922 |
411
+ | 0.2961 | 18.0 | 720 | 0.7995 | 0.4824 | 0.7995 | 0.8941 |
412
+ | 0.2961 | 18.05 | 722 | 0.7747 | 0.5088 | 0.7747 | 0.8802 |
413
+ | 0.2961 | 18.1 | 724 | 0.7454 | 0.5121 | 0.7454 | 0.8634 |
414
+ | 0.2961 | 18.15 | 726 | 0.7466 | 0.4354 | 0.7466 | 0.8641 |
415
+ | 0.2961 | 18.2 | 728 | 0.7488 | 0.4611 | 0.7488 | 0.8653 |
416
+ | 0.2961 | 18.25 | 730 | 0.7431 | 0.4611 | 0.7431 | 0.8620 |
417
+ | 0.2961 | 18.3 | 732 | 0.7274 | 0.5274 | 0.7274 | 0.8529 |
418
+ | 0.2961 | 18.35 | 734 | 0.7287 | 0.5386 | 0.7287 | 0.8537 |
419
+ | 0.2961 | 18.4 | 736 | 0.7323 | 0.5498 | 0.7323 | 0.8558 |
420
+ | 0.2961 | 18.45 | 738 | 0.7396 | 0.5498 | 0.7396 | 0.8600 |
421
+ | 0.2961 | 18.5 | 740 | 0.7490 | 0.5383 | 0.7490 | 0.8654 |
422
+ | 0.2961 | 18.55 | 742 | 0.7519 | 0.4613 | 0.7519 | 0.8671 |
423
+ | 0.2961 | 18.6 | 744 | 0.7570 | 0.4862 | 0.7570 | 0.8700 |
424
+ | 0.2961 | 18.65 | 746 | 0.7490 | 0.4828 | 0.7490 | 0.8654 |
425
+ | 0.2961 | 18.7 | 748 | 0.7533 | 0.4852 | 0.7533 | 0.8679 |
426
+ | 0.2961 | 18.75 | 750 | 0.7675 | 0.4672 | 0.7675 | 0.8761 |
427
+ | 0.2961 | 18.8 | 752 | 0.7611 | 0.4644 | 0.7611 | 0.8724 |
428
+ | 0.2961 | 18.85 | 754 | 0.7578 | 0.5480 | 0.7578 | 0.8705 |
429
+ | 0.2961 | 18.9 | 756 | 0.7686 | 0.4878 | 0.7686 | 0.8767 |
430
+ | 0.2961 | 18.95 | 758 | 0.7914 | 0.4867 | 0.7914 | 0.8896 |
431
+ | 0.2961 | 19.0 | 760 | 0.8101 | 0.4847 | 0.8101 | 0.9001 |
432
+ | 0.2961 | 19.05 | 762 | 0.8233 | 0.5079 | 0.8233 | 0.9073 |
433
+ | 0.2961 | 19.1 | 764 | 0.7882 | 0.5088 | 0.7882 | 0.8878 |
434
+ | 0.2961 | 19.15 | 766 | 0.7692 | 0.4922 | 0.7692 | 0.8771 |
435
+ | 0.2961 | 19.2 | 768 | 0.8168 | 0.4570 | 0.8168 | 0.9038 |
436
+ | 0.2961 | 19.25 | 770 | 0.8357 | 0.4487 | 0.8357 | 0.9142 |
437
+ | 0.2961 | 19.3 | 772 | 0.7987 | 0.4237 | 0.7987 | 0.8937 |
438
+ | 0.2961 | 19.35 | 774 | 0.7712 | 0.4719 | 0.7712 | 0.8782 |
439
+ | 0.2961 | 19.4 | 776 | 0.7704 | 0.5261 | 0.7704 | 0.8777 |
440
+ | 0.2961 | 19.45 | 778 | 0.7835 | 0.5558 | 0.7835 | 0.8851 |
441
+ | 0.2961 | 19.5 | 780 | 0.7729 | 0.5247 | 0.7729 | 0.8792 |
442
+ | 0.2961 | 19.55 | 782 | 0.7676 | 0.4235 | 0.7676 | 0.8761 |
443
+ | 0.2961 | 19.6 | 784 | 0.7799 | 0.4242 | 0.7799 | 0.8831 |
444
+ | 0.2961 | 19.65 | 786 | 0.7786 | 0.4242 | 0.7786 | 0.8824 |
445
+ | 0.2961 | 19.7 | 788 | 0.7625 | 0.4428 | 0.7625 | 0.8732 |
446
+ | 0.2961 | 19.75 | 790 | 0.7623 | 0.5490 | 0.7623 | 0.8731 |
447
+ | 0.2961 | 19.8 | 792 | 0.7676 | 0.5585 | 0.7676 | 0.8761 |
448
+ | 0.2961 | 19.85 | 794 | 0.7900 | 0.5084 | 0.7900 | 0.8888 |
449
+ | 0.2961 | 19.9 | 796 | 0.7906 | 0.5084 | 0.7906 | 0.8892 |
450
+ | 0.2961 | 19.95 | 798 | 0.8010 | 0.4966 | 0.8010 | 0.8950 |
451
+ | 0.2961 | 20.0 | 800 | 0.7901 | 0.4478 | 0.7901 | 0.8889 |
452
+ | 0.2961 | 20.05 | 802 | 0.7908 | 0.4882 | 0.7908 | 0.8893 |
453
+ | 0.2961 | 20.1 | 804 | 0.7897 | 0.4625 | 0.7897 | 0.8886 |
454
+ | 0.2961 | 20.15 | 806 | 0.7907 | 0.4503 | 0.7907 | 0.8892 |
455
+ | 0.2961 | 20.2 | 808 | 0.7839 | 0.4119 | 0.7839 | 0.8854 |
456
+ | 0.2961 | 20.25 | 810 | 0.7751 | 0.5127 | 0.7751 | 0.8804 |
457
+ | 0.2961 | 20.3 | 812 | 0.7737 | 0.5565 | 0.7737 | 0.8796 |
458
+ | 0.2961 | 20.35 | 814 | 0.8169 | 0.5266 | 0.8169 | 0.9038 |
459
+ | 0.2961 | 20.4 | 816 | 0.8668 | 0.5538 | 0.8668 | 0.9310 |
460
+ | 0.2961 | 20.45 | 818 | 0.8271 | 0.5675 | 0.8271 | 0.9095 |
461
+ | 0.2961 | 20.5 | 820 | 0.7502 | 0.5247 | 0.7502 | 0.8661 |
462
+ | 0.2961 | 20.55 | 822 | 0.7440 | 0.4252 | 0.7440 | 0.8625 |
463
+ | 0.2961 | 20.6 | 824 | 0.8074 | 0.4339 | 0.8074 | 0.8986 |
464
+ | 0.2961 | 20.65 | 826 | 0.8144 | 0.4787 | 0.8144 | 0.9024 |
465
+ | 0.2961 | 20.7 | 828 | 0.7691 | 0.4539 | 0.7691 | 0.8770 |
466
+ | 0.2961 | 20.75 | 830 | 0.7458 | 0.4553 | 0.7458 | 0.8636 |
467
+ | 0.2961 | 20.8 | 832 | 0.7661 | 0.5809 | 0.7661 | 0.8753 |
468
+ | 0.2961 | 20.85 | 834 | 0.7574 | 0.5212 | 0.7574 | 0.8703 |
469
+ | 0.2961 | 20.9 | 836 | 0.7489 | 0.4079 | 0.7489 | 0.8654 |
470
+ | 0.2961 | 20.95 | 838 | 0.7635 | 0.4594 | 0.7635 | 0.8738 |
471
+ | 0.2961 | 21.0 | 840 | 0.7702 | 0.4594 | 0.7702 | 0.8776 |
472
+ | 0.2961 | 21.05 | 842 | 0.7810 | 0.4232 | 0.7810 | 0.8837 |
473
+ | 0.2961 | 21.1 | 844 | 0.8115 | 0.4232 | 0.8115 | 0.9008 |
474
 
475
 
476
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