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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k4_task7_organization

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  1. README.md +269 -333
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k4_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k4_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.8343
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- - Qwk: 0.1624
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- - Mse: 0.8343
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- - Rmse: 0.9134
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  ## Model description
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@@ -49,333 +49,269 @@ 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 | 0.1053 | 2 | 2.7077 | -0.0262 | 2.7077 | 1.6455 |
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- | No log | 0.2105 | 4 | 1.4015 | 0.0745 | 1.4015 | 1.1839 |
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- | No log | 0.3158 | 6 | 1.2782 | -0.1283 | 1.2782 | 1.1306 |
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- | No log | 0.4211 | 8 | 1.1845 | -0.2383 | 1.1845 | 1.0883 |
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- | No log | 0.5263 | 10 | 1.1369 | -0.0717 | 1.1369 | 1.0663 |
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- | No log | 0.6316 | 12 | 1.0192 | 0.1332 | 1.0192 | 1.0095 |
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- | No log | 0.7368 | 14 | 0.9341 | 0.2308 | 0.9341 | 0.9665 |
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- | No log | 0.8421 | 16 | 0.9159 | 0.1661 | 0.9159 | 0.9570 |
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- | No log | 0.9474 | 18 | 1.1523 | 0.0594 | 1.1523 | 1.0735 |
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- | No log | 1.0526 | 20 | 1.5428 | 0.0992 | 1.5428 | 1.2421 |
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- | No log | 1.1579 | 22 | 1.0806 | 0.0979 | 1.0806 | 1.0395 |
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- | No log | 1.2632 | 24 | 0.7799 | -0.0103 | 0.7799 | 0.8831 |
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- | No log | 1.3684 | 26 | 0.8264 | 0.2352 | 0.8264 | 0.9091 |
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- | No log | 1.4737 | 28 | 0.8708 | 0.2297 | 0.8708 | 0.9332 |
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- | No log | 1.5789 | 30 | 0.8211 | 0.1504 | 0.8211 | 0.9062 |
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- | No log | 1.6842 | 32 | 0.8105 | 0.1648 | 0.8105 | 0.9003 |
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- | No log | 1.7895 | 34 | 0.7987 | 0.1007 | 0.7987 | 0.8937 |
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- | No log | 1.8947 | 36 | 0.7985 | 0.0295 | 0.7985 | 0.8936 |
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- | No log | 2.0 | 38 | 0.8930 | 0.1315 | 0.8930 | 0.9450 |
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- | No log | 2.1053 | 40 | 0.9712 | 0.0580 | 0.9712 | 0.9855 |
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- | No log | 2.2105 | 42 | 0.8931 | 0.1132 | 0.8931 | 0.9450 |
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- | No log | 2.3158 | 44 | 0.8510 | 0.1699 | 0.8510 | 0.9225 |
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- | No log | 2.4211 | 46 | 0.8906 | 0.1550 | 0.8906 | 0.9437 |
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- | No log | 2.5263 | 48 | 0.8798 | 0.1550 | 0.8798 | 0.9380 |
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- | No log | 2.6316 | 50 | 0.8137 | 0.1359 | 0.8137 | 0.9020 |
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- | No log | 2.7368 | 52 | 0.8148 | 0.0301 | 0.8148 | 0.9027 |
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- | No log | 2.8421 | 54 | 0.8655 | 0.1633 | 0.8655 | 0.9303 |
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- | No log | 2.9474 | 56 | 0.8412 | 0.1432 | 0.8412 | 0.9172 |
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- | No log | 3.0526 | 58 | 0.8985 | 0.1424 | 0.8985 | 0.9479 |
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- | No log | 3.1579 | 60 | 0.9343 | 0.1373 | 0.9343 | 0.9666 |
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- | No log | 3.2632 | 62 | 0.9924 | 0.0113 | 0.9924 | 0.9962 |
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- | No log | 3.3684 | 64 | 1.1142 | 0.1115 | 1.1142 | 1.0555 |
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- | No log | 3.4737 | 66 | 1.0710 | 0.1088 | 1.0710 | 1.0349 |
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- | No log | 3.5789 | 68 | 1.0496 | 0.1341 | 1.0496 | 1.0245 |
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- | No log | 3.6842 | 70 | 1.0977 | 0.0379 | 1.0977 | 1.0477 |
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- | No log | 3.7895 | 72 | 1.1317 | 0.0150 | 1.1317 | 1.0638 |
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- | No log | 3.8947 | 74 | 1.0537 | 0.0920 | 1.0537 | 1.0265 |
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- | No log | 4.0 | 76 | 1.0423 | 0.1046 | 1.0423 | 1.0209 |
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- | No log | 4.1053 | 78 | 1.0960 | 0.0987 | 1.0960 | 1.0469 |
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- | No log | 4.2105 | 80 | 1.0172 | 0.1369 | 1.0172 | 1.0086 |
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- | No log | 4.3158 | 82 | 1.0022 | 0.0300 | 1.0022 | 1.0011 |
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- | No log | 4.4211 | 84 | 1.1025 | 0.0143 | 1.1025 | 1.0500 |
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- | No log | 4.5263 | 86 | 1.0078 | 0.0314 | 1.0078 | 1.0039 |
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- | No log | 4.6316 | 88 | 0.9582 | 0.1918 | 0.9582 | 0.9789 |
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- | No log | 4.7368 | 90 | 0.9685 | 0.1254 | 0.9685 | 0.9841 |
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- | No log | 4.8421 | 92 | 0.9204 | 0.1918 | 0.9204 | 0.9594 |
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- | No log | 4.9474 | 94 | 0.9225 | 0.1752 | 0.9225 | 0.9605 |
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- | No log | 5.0526 | 96 | 0.9913 | 0.0106 | 0.9913 | 0.9956 |
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- | No log | 5.1579 | 98 | 1.0871 | -0.0708 | 1.0871 | 1.0426 |
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- | No log | 5.2632 | 100 | 1.0708 | -0.0772 | 1.0708 | 1.0348 |
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- | No log | 5.3684 | 102 | 1.0587 | 0.1515 | 1.0587 | 1.0289 |
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- | No log | 5.4737 | 104 | 1.1130 | 0.1973 | 1.1130 | 1.0550 |
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- | No log | 5.5789 | 106 | 1.1856 | 0.1123 | 1.1856 | 1.0888 |
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- | No log | 5.6842 | 108 | 1.1724 | 0.1736 | 1.1724 | 1.0828 |
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- | No log | 5.7895 | 110 | 1.0412 | 0.1750 | 1.0412 | 1.0204 |
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- | No log | 5.8947 | 112 | 0.9745 | 0.1620 | 0.9745 | 0.9872 |
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- | No log | 6.0 | 114 | 0.9553 | 0.1727 | 0.9553 | 0.9774 |
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- | No log | 6.1053 | 116 | 0.9831 | 0.0964 | 0.9831 | 0.9915 |
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- | No log | 6.2105 | 118 | 1.0064 | 0.0932 | 1.0064 | 1.0032 |
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- | No log | 6.3158 | 120 | 1.0206 | 0.0964 | 1.0206 | 1.0102 |
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- | No log | 6.4211 | 122 | 1.0358 | 0.1277 | 1.0358 | 1.0177 |
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- | No log | 6.5263 | 124 | 1.0656 | 0.1098 | 1.0656 | 1.0323 |
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- | No log | 6.6316 | 126 | 1.1010 | 0.1228 | 1.1010 | 1.0493 |
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- | No log | 6.7368 | 128 | 1.0510 | 0.0982 | 1.0510 | 1.0252 |
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- | No log | 6.8421 | 130 | 0.9945 | 0.1531 | 0.9945 | 0.9972 |
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- | No log | 6.9474 | 132 | 0.9746 | 0.2161 | 0.9746 | 0.9872 |
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- | No log | 7.0526 | 134 | 0.9375 | 0.2204 | 0.9375 | 0.9683 |
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- | No log | 7.1579 | 136 | 0.8938 | 0.2215 | 0.8938 | 0.9454 |
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- | No log | 7.2632 | 138 | 0.8802 | 0.2215 | 0.8802 | 0.9382 |
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- | No log | 7.3684 | 140 | 0.8786 | 0.3737 | 0.8786 | 0.9373 |
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- | No log | 7.4737 | 142 | 0.8781 | 0.3737 | 0.8781 | 0.9371 |
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- | No log | 7.5789 | 144 | 0.8839 | 0.1219 | 0.8839 | 0.9402 |
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- | No log | 7.6842 | 146 | 0.8826 | 0.2440 | 0.8826 | 0.9395 |
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- | No log | 7.7895 | 148 | 0.9000 | 0.2440 | 0.9000 | 0.9487 |
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- | No log | 7.8947 | 150 | 0.9571 | 0.2871 | 0.9571 | 0.9783 |
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- | No log | 8.0 | 152 | 0.9723 | 0.1495 | 0.9723 | 0.9860 |
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- | No log | 8.1053 | 154 | 1.0121 | 0.0826 | 1.0121 | 1.0060 |
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- | No log | 8.2105 | 156 | 1.0408 | 0.1566 | 1.0408 | 1.0202 |
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- | No log | 8.3158 | 158 | 1.0687 | 0.2220 | 1.0687 | 1.0338 |
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- | No log | 8.4211 | 160 | 1.0455 | 0.2616 | 1.0455 | 1.0225 |
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- | No log | 8.5263 | 162 | 1.0119 | 0.1412 | 1.0119 | 1.0059 |
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- | No log | 8.6316 | 164 | 1.0167 | 0.1959 | 1.0167 | 1.0083 |
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- | No log | 8.7368 | 166 | 1.0157 | 0.1993 | 1.0157 | 1.0078 |
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- | No log | 8.8421 | 168 | 1.0368 | 0.0731 | 1.0368 | 1.0183 |
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- | No log | 8.9474 | 170 | 1.0370 | 0.1879 | 1.0370 | 1.0183 |
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- | No log | 9.0526 | 172 | 1.0165 | 0.2257 | 1.0165 | 1.0082 |
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- | No log | 9.1579 | 174 | 1.0043 | 0.2277 | 1.0043 | 1.0022 |
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- | No log | 9.2632 | 176 | 0.9898 | 0.2804 | 0.9898 | 0.9949 |
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- | No log | 9.3684 | 178 | 1.0589 | 0.2396 | 1.0589 | 1.0290 |
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- | No log | 9.4737 | 180 | 1.0192 | 0.2836 | 1.0192 | 1.0096 |
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- | No log | 9.5789 | 182 | 0.9803 | 0.2643 | 0.9803 | 0.9901 |
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- | No log | 9.6842 | 184 | 0.9827 | 0.1515 | 0.9827 | 0.9913 |
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- | No log | 9.7895 | 186 | 0.9862 | 0.1846 | 0.9862 | 0.9931 |
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- | No log | 9.8947 | 188 | 0.9717 | 0.1818 | 0.9717 | 0.9857 |
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- | No log | 10.0 | 190 | 0.9652 | 0.1693 | 0.9652 | 0.9825 |
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- | No log | 10.1053 | 192 | 0.9353 | 0.2212 | 0.9353 | 0.9671 |
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- | No log | 10.2105 | 194 | 0.9570 | 0.1983 | 0.9570 | 0.9782 |
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- | No log | 10.3158 | 196 | 0.9465 | 0.1983 | 0.9465 | 0.9729 |
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- | No log | 10.4211 | 198 | 0.9018 | 0.3051 | 0.9018 | 0.9496 |
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- | No log | 10.5263 | 200 | 0.9090 | 0.2806 | 0.9090 | 0.9534 |
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- | No log | 10.6316 | 202 | 0.9263 | 0.2542 | 0.9263 | 0.9624 |
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- | No log | 10.7368 | 204 | 0.8955 | 0.2884 | 0.8955 | 0.9463 |
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- | No log | 10.8421 | 206 | 0.8664 | 0.2883 | 0.8664 | 0.9308 |
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- | No log | 10.9474 | 208 | 0.8519 | 0.3116 | 0.8519 | 0.9230 |
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- | No log | 11.0526 | 210 | 0.8558 | 0.3248 | 0.8558 | 0.9251 |
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- | No log | 11.1579 | 212 | 0.8431 | 0.3078 | 0.8431 | 0.9182 |
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- | No log | 11.2632 | 214 | 0.8804 | 0.1672 | 0.8804 | 0.9383 |
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- | No log | 11.3684 | 216 | 0.8577 | 0.2623 | 0.8577 | 0.9261 |
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- | No log | 11.4737 | 218 | 0.8497 | 0.2802 | 0.8497 | 0.9218 |
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- | No log | 11.5789 | 220 | 0.8823 | 0.2016 | 0.8823 | 0.9393 |
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- | No log | 11.6842 | 222 | 0.8856 | 0.2566 | 0.8856 | 0.9411 |
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- | No log | 11.7895 | 224 | 0.9028 | 0.2287 | 0.9028 | 0.9501 |
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- | No log | 11.8947 | 226 | 0.9084 | 0.1835 | 0.9084 | 0.9531 |
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- | No log | 12.0 | 228 | 0.9418 | 0.2359 | 0.9418 | 0.9705 |
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- | No log | 12.1053 | 230 | 0.9431 | 0.2751 | 0.9431 | 0.9712 |
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- | No log | 12.2105 | 232 | 0.9027 | 0.1587 | 0.9027 | 0.9501 |
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- | No log | 12.3158 | 234 | 0.9004 | 0.1986 | 0.9004 | 0.9489 |
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- | No log | 12.4211 | 236 | 0.8882 | 0.2684 | 0.8882 | 0.9424 |
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- | No log | 12.5263 | 238 | 0.8760 | 0.2751 | 0.8760 | 0.9359 |
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- | No log | 12.6316 | 240 | 0.8471 | 0.3196 | 0.8471 | 0.9204 |
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- | No log | 12.7368 | 242 | 0.8099 | 0.3296 | 0.8099 | 0.8999 |
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- | No log | 12.8421 | 244 | 0.8039 | 0.1697 | 0.8039 | 0.8966 |
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- | No log | 12.9474 | 246 | 0.8156 | 0.1986 | 0.8156 | 0.9031 |
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- | No log | 13.0526 | 248 | 0.8444 | 0.2838 | 0.8444 | 0.9189 |
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- | No log | 13.1579 | 250 | 0.8896 | 0.3574 | 0.8896 | 0.9432 |
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- | No log | 13.2632 | 252 | 0.9195 | 0.2377 | 0.9195 | 0.9589 |
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- | No log | 13.3684 | 254 | 0.9241 | 0.2132 | 0.9241 | 0.9613 |
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- | No log | 13.4737 | 256 | 0.9500 | 0.3329 | 0.9500 | 0.9747 |
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- | No log | 13.5789 | 258 | 1.0548 | 0.1935 | 1.0548 | 1.0270 |
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- | No log | 13.6842 | 260 | 1.0520 | 0.2029 | 1.0520 | 1.0257 |
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- | No log | 13.7895 | 262 | 0.9598 | 0.3329 | 0.9598 | 0.9797 |
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- | No log | 13.8947 | 264 | 0.9425 | 0.1522 | 0.9425 | 0.9708 |
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- | No log | 14.0 | 266 | 0.9548 | 0.2440 | 0.9548 | 0.9771 |
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- | No log | 14.1053 | 268 | 0.9816 | 0.1998 | 0.9816 | 0.9908 |
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- | No log | 14.2105 | 270 | 1.0204 | 0.2303 | 1.0204 | 1.0102 |
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- | No log | 14.3158 | 272 | 1.0048 | 0.2442 | 1.0048 | 1.0024 |
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- | No log | 14.4211 | 274 | 0.9444 | 0.1693 | 0.9444 | 0.9718 |
189
- | No log | 14.5263 | 276 | 0.9485 | 0.0404 | 0.9485 | 0.9739 |
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- | No log | 14.6316 | 278 | 0.9191 | 0.0687 | 0.9191 | 0.9587 |
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- | No log | 14.7368 | 280 | 0.9319 | 0.2359 | 0.9319 | 0.9653 |
192
- | No log | 14.8421 | 282 | 0.9793 | 0.2832 | 0.9793 | 0.9896 |
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- | No log | 14.9474 | 284 | 0.9521 | 0.3001 | 0.9521 | 0.9758 |
194
- | No log | 15.0526 | 286 | 0.9068 | 0.1992 | 0.9068 | 0.9523 |
195
- | No log | 15.1579 | 288 | 0.9179 | 0.1825 | 0.9179 | 0.9581 |
196
- | No log | 15.2632 | 290 | 0.9578 | 0.2095 | 0.9578 | 0.9787 |
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- | No log | 15.3684 | 292 | 0.9761 | 0.1369 | 0.9761 | 0.9880 |
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- | No log | 15.4737 | 294 | 0.9756 | 0.2155 | 0.9756 | 0.9877 |
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- | No log | 15.5789 | 296 | 0.9909 | 0.2779 | 0.9909 | 0.9954 |
200
- | No log | 15.6842 | 298 | 1.0219 | 0.2070 | 1.0219 | 1.0109 |
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- | No log | 15.7895 | 300 | 0.9817 | 0.2442 | 0.9817 | 0.9908 |
202
- | No log | 15.8947 | 302 | 0.9260 | 0.2722 | 0.9260 | 0.9623 |
203
- | No log | 16.0 | 304 | 0.9068 | 0.2140 | 0.9068 | 0.9523 |
204
- | No log | 16.1053 | 306 | 0.9277 | 0.2099 | 0.9277 | 0.9632 |
205
- | No log | 16.2105 | 308 | 1.0128 | 0.1988 | 1.0128 | 1.0064 |
206
- | No log | 16.3158 | 310 | 1.0726 | 0.2335 | 1.0726 | 1.0357 |
207
- | No log | 16.4211 | 312 | 1.0518 | 0.2335 | 1.0518 | 1.0256 |
208
- | No log | 16.5263 | 314 | 0.9545 | 0.2676 | 0.9545 | 0.9770 |
209
- | No log | 16.6316 | 316 | 0.9367 | 0.2394 | 0.9367 | 0.9678 |
210
- | No log | 16.7368 | 318 | 0.9588 | 0.2394 | 0.9588 | 0.9792 |
211
- | No log | 16.8421 | 320 | 0.9524 | 0.2274 | 0.9524 | 0.9759 |
212
- | No log | 16.9474 | 322 | 0.9543 | 0.1347 | 0.9543 | 0.9769 |
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- | No log | 17.0526 | 324 | 0.9778 | 0.1533 | 0.9778 | 0.9888 |
214
- | No log | 17.1579 | 326 | 1.0086 | 0.2183 | 1.0086 | 1.0043 |
215
- | No log | 17.2632 | 328 | 0.9883 | 0.2490 | 0.9883 | 0.9941 |
216
- | No log | 17.3684 | 330 | 0.9327 | 0.2943 | 0.9327 | 0.9658 |
217
- | No log | 17.4737 | 332 | 0.8880 | 0.2140 | 0.8880 | 0.9423 |
218
- | No log | 17.5789 | 334 | 0.8820 | 0.1253 | 0.8820 | 0.9391 |
219
- | No log | 17.6842 | 336 | 0.8884 | 0.1253 | 0.8884 | 0.9426 |
220
- | No log | 17.7895 | 338 | 0.9278 | 0.1277 | 0.9278 | 0.9632 |
221
- | No log | 17.8947 | 340 | 0.9352 | 0.1270 | 0.9352 | 0.9671 |
222
- | No log | 18.0 | 342 | 0.9311 | 0.1853 | 0.9311 | 0.9649 |
223
- | No log | 18.1053 | 344 | 0.9424 | 0.1496 | 0.9424 | 0.9708 |
224
- | No log | 18.2105 | 346 | 0.9564 | 0.2042 | 0.9564 | 0.9780 |
225
- | No log | 18.3158 | 348 | 0.9653 | 0.2442 | 0.9653 | 0.9825 |
226
- | No log | 18.4211 | 350 | 0.9372 | 0.2590 | 0.9372 | 0.9681 |
227
- | No log | 18.5263 | 352 | 0.8914 | 0.2847 | 0.8914 | 0.9441 |
228
- | No log | 18.6316 | 354 | 0.8926 | 0.1289 | 0.8926 | 0.9448 |
229
- | No log | 18.7368 | 356 | 0.9016 | 0.2449 | 0.9016 | 0.9495 |
230
- | No log | 18.8421 | 358 | 0.9342 | 0.2590 | 0.9342 | 0.9665 |
231
- | No log | 18.9474 | 360 | 0.9799 | 0.2113 | 0.9799 | 0.9899 |
232
- | No log | 19.0526 | 362 | 0.9779 | 0.2303 | 0.9779 | 0.9889 |
233
- | No log | 19.1579 | 364 | 0.9207 | 0.2975 | 0.9207 | 0.9595 |
234
- | No log | 19.2632 | 366 | 0.8967 | 0.3368 | 0.8967 | 0.9470 |
235
- | No log | 19.3684 | 368 | 0.8961 | 0.2720 | 0.8961 | 0.9466 |
236
- | No log | 19.4737 | 370 | 0.9086 | 0.2689 | 0.9086 | 0.9532 |
237
- | No log | 19.5789 | 372 | 0.9522 | 0.2493 | 0.9522 | 0.9758 |
238
- | No log | 19.6842 | 374 | 1.0071 | 0.2113 | 1.0071 | 1.0035 |
239
- | No log | 19.7895 | 376 | 1.0285 | 0.2113 | 1.0285 | 1.0141 |
240
- | No log | 19.8947 | 378 | 0.9630 | 0.2804 | 0.9630 | 0.9813 |
241
- | No log | 20.0 | 380 | 0.9131 | 0.2773 | 0.9131 | 0.9556 |
242
- | No log | 20.1053 | 382 | 0.9045 | 0.1860 | 0.9045 | 0.9510 |
243
- | No log | 20.2105 | 384 | 0.8963 | 0.3025 | 0.8963 | 0.9467 |
244
- | No log | 20.3158 | 386 | 0.9250 | 0.3295 | 0.9250 | 0.9618 |
245
- | No log | 20.4211 | 388 | 0.9961 | 0.2113 | 0.9961 | 0.9980 |
246
- | No log | 20.5263 | 390 | 1.0142 | 0.2113 | 1.0142 | 1.0071 |
247
- | No log | 20.6316 | 392 | 0.9376 | 0.2779 | 0.9376 | 0.9683 |
248
- | No log | 20.7368 | 394 | 0.8720 | 0.3339 | 0.8720 | 0.9338 |
249
- | No log | 20.8421 | 396 | 0.8592 | 0.3186 | 0.8592 | 0.9269 |
250
- | No log | 20.9474 | 398 | 0.8514 | 0.3151 | 0.8514 | 0.9227 |
251
- | No log | 21.0526 | 400 | 0.8741 | 0.3818 | 0.8741 | 0.9349 |
252
- | No log | 21.1579 | 402 | 0.8936 | 0.3307 | 0.8936 | 0.9453 |
253
- | No log | 21.2632 | 404 | 0.8908 | 0.3036 | 0.8908 | 0.9438 |
254
- | No log | 21.3684 | 406 | 0.8454 | 0.3329 | 0.8454 | 0.9194 |
255
- | No log | 21.4737 | 408 | 0.8077 | 0.4100 | 0.8077 | 0.8987 |
256
- | No log | 21.5789 | 410 | 0.7894 | 0.3599 | 0.7894 | 0.8885 |
257
- | No log | 21.6842 | 412 | 0.7973 | 0.3267 | 0.7973 | 0.8929 |
258
- | No log | 21.7895 | 414 | 0.8722 | 0.2754 | 0.8722 | 0.9339 |
259
- | No log | 21.8947 | 416 | 0.9816 | 0.2070 | 0.9816 | 0.9908 |
260
- | No log | 22.0 | 418 | 0.9966 | 0.2113 | 0.9966 | 0.9983 |
261
- | No log | 22.1053 | 420 | 0.8955 | 0.1731 | 0.8955 | 0.9463 |
262
- | No log | 22.2105 | 422 | 0.8380 | 0.3299 | 0.8380 | 0.9154 |
263
- | No log | 22.3158 | 424 | 0.8153 | 0.3247 | 0.8153 | 0.9029 |
264
- | No log | 22.4211 | 426 | 0.8142 | 0.3788 | 0.8142 | 0.9023 |
265
- | No log | 22.5263 | 428 | 0.8119 | 0.2633 | 0.8119 | 0.9011 |
266
- | No log | 22.6316 | 430 | 0.8134 | 0.2633 | 0.8134 | 0.9019 |
267
- | No log | 22.7368 | 432 | 0.8116 | 0.2495 | 0.8116 | 0.9009 |
268
- | No log | 22.8421 | 434 | 0.7912 | 0.2847 | 0.7912 | 0.8895 |
269
- | No log | 22.9474 | 436 | 0.7802 | 0.2847 | 0.7802 | 0.8833 |
270
- | No log | 23.0526 | 438 | 0.7883 | 0.2847 | 0.7883 | 0.8879 |
271
- | No log | 23.1579 | 440 | 0.7765 | 0.3267 | 0.7765 | 0.8812 |
272
- | No log | 23.2632 | 442 | 0.7801 | 0.3391 | 0.7801 | 0.8832 |
273
- | No log | 23.3684 | 444 | 0.7807 | 0.3350 | 0.7807 | 0.8836 |
274
- | No log | 23.4737 | 446 | 0.7905 | 0.2847 | 0.7905 | 0.8891 |
275
- | No log | 23.5789 | 448 | 0.7928 | 0.3471 | 0.7928 | 0.8904 |
276
- | No log | 23.6842 | 450 | 0.8089 | 0.3305 | 0.8089 | 0.8994 |
277
- | No log | 23.7895 | 452 | 0.7989 | 0.3305 | 0.7989 | 0.8938 |
278
- | No log | 23.8947 | 454 | 0.7809 | 0.3545 | 0.7809 | 0.8837 |
279
- | No log | 24.0 | 456 | 0.7747 | 0.2843 | 0.7747 | 0.8802 |
280
- | No log | 24.1053 | 458 | 0.7857 | 0.2877 | 0.7857 | 0.8864 |
281
- | No log | 24.2105 | 460 | 0.7842 | 0.2590 | 0.7842 | 0.8855 |
282
- | No log | 24.3158 | 462 | 0.7791 | 0.2590 | 0.7791 | 0.8827 |
283
- | No log | 24.4211 | 464 | 0.7796 | 0.2981 | 0.7796 | 0.8829 |
284
- | No log | 24.5263 | 466 | 0.7702 | 0.2787 | 0.7702 | 0.8776 |
285
- | No log | 24.6316 | 468 | 0.7717 | 0.2787 | 0.7717 | 0.8785 |
286
- | No log | 24.7368 | 470 | 0.8024 | 0.4158 | 0.8024 | 0.8958 |
287
- | No log | 24.8421 | 472 | 0.8409 | 0.3653 | 0.8409 | 0.9170 |
288
- | No log | 24.9474 | 474 | 0.8399 | 0.3653 | 0.8399 | 0.9165 |
289
- | No log | 25.0526 | 476 | 0.7977 | 0.3545 | 0.7977 | 0.8931 |
290
- | No log | 25.1579 | 478 | 0.7985 | 0.2353 | 0.7985 | 0.8936 |
291
- | No log | 25.2632 | 480 | 0.8116 | 0.2872 | 0.8116 | 0.9009 |
292
- | No log | 25.3684 | 482 | 0.8225 | 0.2633 | 0.8225 | 0.9069 |
293
- | No log | 25.4737 | 484 | 0.8367 | 0.2866 | 0.8367 | 0.9147 |
294
- | No log | 25.5789 | 486 | 0.8162 | 0.2661 | 0.8162 | 0.9034 |
295
- | No log | 25.6842 | 488 | 0.7982 | 0.2590 | 0.7982 | 0.8934 |
296
- | No log | 25.7895 | 490 | 0.7953 | 0.1353 | 0.7953 | 0.8918 |
297
- | No log | 25.8947 | 492 | 0.8001 | 0.1624 | 0.8001 | 0.8945 |
298
- | No log | 26.0 | 494 | 0.8050 | 0.1935 | 0.8050 | 0.8972 |
299
- | No log | 26.1053 | 496 | 0.8034 | 0.1613 | 0.8034 | 0.8963 |
300
- | No log | 26.2105 | 498 | 0.8008 | 0.1298 | 0.8008 | 0.8948 |
301
- | 0.2927 | 26.3158 | 500 | 0.7955 | 0.2319 | 0.7955 | 0.8919 |
302
- | 0.2927 | 26.4211 | 502 | 0.8204 | 0.3355 | 0.8204 | 0.9057 |
303
- | 0.2927 | 26.5263 | 504 | 0.8306 | 0.3615 | 0.8306 | 0.9114 |
304
- | 0.2927 | 26.6316 | 506 | 0.8168 | 0.3615 | 0.8168 | 0.9038 |
305
- | 0.2927 | 26.7368 | 508 | 0.7932 | 0.3267 | 0.7932 | 0.8906 |
306
- | 0.2927 | 26.8421 | 510 | 0.7900 | 0.2294 | 0.7900 | 0.8888 |
307
- | 0.2927 | 26.9474 | 512 | 0.8009 | 0.2294 | 0.8009 | 0.8949 |
308
- | 0.2927 | 27.0526 | 514 | 0.8098 | 0.3498 | 0.8098 | 0.8999 |
309
- | 0.2927 | 27.1579 | 516 | 0.7970 | 0.2270 | 0.7970 | 0.8928 |
310
- | 0.2927 | 27.2632 | 518 | 0.7959 | 0.2270 | 0.7959 | 0.8921 |
311
- | 0.2927 | 27.3684 | 520 | 0.8020 | 0.2843 | 0.8020 | 0.8956 |
312
- | 0.2927 | 27.4737 | 522 | 0.8207 | 0.3248 | 0.8207 | 0.9059 |
313
- | 0.2927 | 27.5789 | 524 | 0.8211 | 0.3209 | 0.8211 | 0.9062 |
314
- | 0.2927 | 27.6842 | 526 | 0.8141 | 0.2843 | 0.8141 | 0.9023 |
315
- | 0.2927 | 27.7895 | 528 | 0.8095 | 0.2078 | 0.8095 | 0.8997 |
316
- | 0.2927 | 27.8947 | 530 | 0.7859 | 0.2063 | 0.7859 | 0.8865 |
317
- | 0.2927 | 28.0 | 532 | 0.7827 | 0.2981 | 0.7827 | 0.8847 |
318
- | 0.2927 | 28.1053 | 534 | 0.8022 | 0.3594 | 0.8022 | 0.8957 |
319
- | 0.2927 | 28.2105 | 536 | 0.8167 | 0.3594 | 0.8167 | 0.9037 |
320
- | 0.2927 | 28.3158 | 538 | 0.8363 | 0.3996 | 0.8363 | 0.9145 |
321
- | 0.2927 | 28.4211 | 540 | 0.8243 | 0.2558 | 0.8243 | 0.9079 |
322
- | 0.2927 | 28.5263 | 542 | 0.8420 | 0.4247 | 0.8420 | 0.9176 |
323
- | 0.2927 | 28.6316 | 544 | 0.8517 | 0.3475 | 0.8517 | 0.9229 |
324
- | 0.2927 | 28.7368 | 546 | 0.8527 | 0.3023 | 0.8527 | 0.9234 |
325
- | 0.2927 | 28.8421 | 548 | 0.8743 | 0.2643 | 0.8743 | 0.9351 |
326
- | 0.2927 | 28.9474 | 550 | 0.9116 | 0.2887 | 0.9116 | 0.9548 |
327
- | 0.2927 | 29.0526 | 552 | 0.9312 | 0.2727 | 0.9312 | 0.9650 |
328
- | 0.2927 | 29.1579 | 554 | 0.8884 | 0.3450 | 0.8884 | 0.9425 |
329
- | 0.2927 | 29.2632 | 556 | 0.8284 | 0.3355 | 0.8284 | 0.9102 |
330
- | 0.2927 | 29.3684 | 558 | 0.8048 | 0.2379 | 0.8048 | 0.8971 |
331
- | 0.2927 | 29.4737 | 560 | 0.8135 | 0.3471 | 0.8135 | 0.9019 |
332
- | 0.2927 | 29.5789 | 562 | 0.8369 | 0.3737 | 0.8369 | 0.9148 |
333
- | 0.2927 | 29.6842 | 564 | 0.8944 | 0.3280 | 0.8944 | 0.9457 |
334
- | 0.2927 | 29.7895 | 566 | 0.9449 | 0.2779 | 0.9449 | 0.9721 |
335
- | 0.2927 | 29.8947 | 568 | 0.9033 | 0.2779 | 0.9033 | 0.9504 |
336
- | 0.2927 | 30.0 | 570 | 0.8144 | 0.3737 | 0.8144 | 0.9024 |
337
- | 0.2927 | 30.1053 | 572 | 0.7728 | 0.3465 | 0.7728 | 0.8791 |
338
- | 0.2927 | 30.2105 | 574 | 0.7663 | 0.2787 | 0.7663 | 0.8754 |
339
- | 0.2927 | 30.3158 | 576 | 0.7764 | 0.3622 | 0.7764 | 0.8811 |
340
- | 0.2927 | 30.4211 | 578 | 0.7764 | 0.3622 | 0.7764 | 0.8811 |
341
- | 0.2927 | 30.5263 | 580 | 0.7643 | 0.2145 | 0.7643 | 0.8743 |
342
- | 0.2927 | 30.6316 | 582 | 0.7648 | 0.0295 | 0.7648 | 0.8745 |
343
- | 0.2927 | 30.7368 | 584 | 0.7661 | 0.0295 | 0.7661 | 0.8753 |
344
- | 0.2927 | 30.8421 | 586 | 0.7567 | 0.1094 | 0.7567 | 0.8699 |
345
- | 0.2927 | 30.9474 | 588 | 0.7604 | 0.2981 | 0.7604 | 0.8720 |
346
- | 0.2927 | 31.0526 | 590 | 0.7818 | 0.4158 | 0.7818 | 0.8842 |
347
- | 0.2927 | 31.1579 | 592 | 0.7989 | 0.4158 | 0.7989 | 0.8938 |
348
- | 0.2927 | 31.2632 | 594 | 0.7773 | 0.4158 | 0.7773 | 0.8817 |
349
- | 0.2927 | 31.3684 | 596 | 0.7517 | 0.3267 | 0.7517 | 0.8670 |
350
- | 0.2927 | 31.4737 | 598 | 0.7563 | 0.1051 | 0.7563 | 0.8697 |
351
- | 0.2927 | 31.5789 | 600 | 0.7888 | 0.1127 | 0.7888 | 0.8881 |
352
- | 0.2927 | 31.6842 | 602 | 0.7728 | 0.2085 | 0.7728 | 0.8791 |
353
- | 0.2927 | 31.7895 | 604 | 0.7500 | 0.2023 | 0.7500 | 0.8660 |
354
- | 0.2927 | 31.8947 | 606 | 0.7477 | 0.2981 | 0.7477 | 0.8647 |
355
- | 0.2927 | 32.0 | 608 | 0.7453 | 0.2787 | 0.7453 | 0.8633 |
356
- | 0.2927 | 32.1053 | 610 | 0.7511 | 0.1050 | 0.7511 | 0.8667 |
357
- | 0.2927 | 32.2105 | 612 | 0.7683 | 0.0697 | 0.7683 | 0.8765 |
358
- | 0.2927 | 32.3158 | 614 | 0.7678 | 0.0652 | 0.7678 | 0.8762 |
359
- | 0.2927 | 32.4211 | 616 | 0.7719 | 0.2981 | 0.7719 | 0.8786 |
360
- | 0.2927 | 32.5263 | 618 | 0.7784 | 0.3622 | 0.7784 | 0.8823 |
361
- | 0.2927 | 32.6316 | 620 | 0.7828 | 0.3622 | 0.7828 | 0.8848 |
362
- | 0.2927 | 32.7368 | 622 | 0.7800 | 0.3341 | 0.7800 | 0.8832 |
363
- | 0.2927 | 32.8421 | 624 | 0.7883 | 0.3622 | 0.7883 | 0.8879 |
364
- | 0.2927 | 32.9474 | 626 | 0.8101 | 0.3196 | 0.8101 | 0.9000 |
365
- | 0.2927 | 33.0526 | 628 | 0.8212 | 0.3737 | 0.8212 | 0.9062 |
366
- | 0.2927 | 33.1579 | 630 | 0.8099 | 0.3196 | 0.8099 | 0.9000 |
367
- | 0.2927 | 33.2632 | 632 | 0.7955 | 0.3622 | 0.7955 | 0.8919 |
368
- | 0.2927 | 33.3684 | 634 | 0.7975 | 0.1624 | 0.7975 | 0.8930 |
369
- | 0.2927 | 33.4737 | 636 | 0.8065 | 0.1935 | 0.8065 | 0.8980 |
370
- | 0.2927 | 33.5789 | 638 | 0.8143 | 0.1935 | 0.8143 | 0.9024 |
371
- | 0.2927 | 33.6842 | 640 | 0.8432 | 0.3221 | 0.8432 | 0.9182 |
372
- | 0.2927 | 33.7895 | 642 | 0.8736 | 0.3475 | 0.8736 | 0.9347 |
373
- | 0.2927 | 33.8947 | 644 | 0.8687 | 0.3121 | 0.8687 | 0.9320 |
374
- | 0.2927 | 34.0 | 646 | 0.8520 | 0.1727 | 0.8520 | 0.9230 |
375
- | 0.2927 | 34.1053 | 648 | 0.8438 | 0.1715 | 0.8438 | 0.9186 |
376
- | 0.2927 | 34.2105 | 650 | 0.8434 | 0.1613 | 0.8434 | 0.9184 |
377
- | 0.2927 | 34.3158 | 652 | 0.8412 | 0.1613 | 0.8412 | 0.9172 |
378
- | 0.2927 | 34.4211 | 654 | 0.8343 | 0.1624 | 0.8343 | 0.9134 |
379
 
380
 
381
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k3_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k3_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.4403
19
+ - Qwk: 0.5861
20
+ - Mse: 0.4403
21
+ - Rmse: 0.6635
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1176 | 2 | 2.5565 | -0.0593 | 2.5565 | 1.5989 |
53
+ | No log | 0.2353 | 4 | 1.4278 | 0.0736 | 1.4278 | 1.1949 |
54
+ | No log | 0.3529 | 6 | 0.9275 | -0.0288 | 0.9275 | 0.9631 |
55
+ | No log | 0.4706 | 8 | 0.6796 | 0.0376 | 0.6796 | 0.8244 |
56
+ | No log | 0.5882 | 10 | 0.6860 | 0.2842 | 0.6860 | 0.8283 |
57
+ | No log | 0.7059 | 12 | 0.6852 | 0.1587 | 0.6852 | 0.8277 |
58
+ | No log | 0.8235 | 14 | 0.9501 | 0.2903 | 0.9501 | 0.9747 |
59
+ | No log | 0.9412 | 16 | 0.8707 | 0.3395 | 0.8707 | 0.9331 |
60
+ | No log | 1.0588 | 18 | 0.6572 | 0.1981 | 0.6572 | 0.8107 |
61
+ | No log | 1.1765 | 20 | 1.0043 | 0.3085 | 1.0043 | 1.0021 |
62
+ | No log | 1.2941 | 22 | 0.9202 | 0.2533 | 0.9202 | 0.9592 |
63
+ | No log | 1.4118 | 24 | 0.6424 | 0.2317 | 0.6424 | 0.8015 |
64
+ | No log | 1.5294 | 26 | 0.7271 | 0.3294 | 0.7271 | 0.8527 |
65
+ | No log | 1.6471 | 28 | 0.6993 | 0.3494 | 0.6993 | 0.8362 |
66
+ | No log | 1.7647 | 30 | 0.6052 | 0.3572 | 0.6052 | 0.7779 |
67
+ | No log | 1.8824 | 32 | 0.5852 | 0.3649 | 0.5852 | 0.7650 |
68
+ | No log | 2.0 | 34 | 0.5815 | 0.3416 | 0.5815 | 0.7626 |
69
+ | No log | 2.1176 | 36 | 0.6615 | 0.4011 | 0.6615 | 0.8133 |
70
+ | No log | 2.2353 | 38 | 0.6627 | 0.4186 | 0.6627 | 0.8141 |
71
+ | No log | 2.3529 | 40 | 0.5723 | 0.5030 | 0.5723 | 0.7565 |
72
+ | No log | 2.4706 | 42 | 0.5715 | 0.3355 | 0.5715 | 0.7560 |
73
+ | No log | 2.5882 | 44 | 0.5928 | 0.4036 | 0.5928 | 0.7699 |
74
+ | No log | 2.7059 | 46 | 0.5257 | 0.4955 | 0.5257 | 0.7251 |
75
+ | No log | 2.8235 | 48 | 0.5304 | 0.6110 | 0.5304 | 0.7283 |
76
+ | No log | 2.9412 | 50 | 0.5208 | 0.5682 | 0.5208 | 0.7217 |
77
+ | No log | 3.0588 | 52 | 0.5020 | 0.5649 | 0.5020 | 0.7085 |
78
+ | No log | 3.1765 | 54 | 0.5094 | 0.4970 | 0.5094 | 0.7137 |
79
+ | No log | 3.2941 | 56 | 0.5050 | 0.5265 | 0.5050 | 0.7107 |
80
+ | No log | 3.4118 | 58 | 0.4986 | 0.5356 | 0.4986 | 0.7061 |
81
+ | No log | 3.5294 | 60 | 0.5742 | 0.5486 | 0.5742 | 0.7578 |
82
+ | No log | 3.6471 | 62 | 0.6846 | 0.5093 | 0.6846 | 0.8274 |
83
+ | No log | 3.7647 | 64 | 0.7920 | 0.3924 | 0.7920 | 0.8899 |
84
+ | No log | 3.8824 | 66 | 0.8102 | 0.4195 | 0.8102 | 0.9001 |
85
+ | No log | 4.0 | 68 | 0.5359 | 0.5855 | 0.5359 | 0.7321 |
86
+ | No log | 4.1176 | 70 | 0.5560 | 0.5200 | 0.5560 | 0.7457 |
87
+ | No log | 4.2353 | 72 | 0.6218 | 0.5396 | 0.6218 | 0.7885 |
88
+ | No log | 4.3529 | 74 | 0.5391 | 0.5670 | 0.5391 | 0.7343 |
89
+ | No log | 4.4706 | 76 | 0.4958 | 0.6066 | 0.4958 | 0.7042 |
90
+ | No log | 4.5882 | 78 | 0.7585 | 0.4852 | 0.7585 | 0.8709 |
91
+ | No log | 4.7059 | 80 | 0.8420 | 0.4520 | 0.8420 | 0.9176 |
92
+ | No log | 4.8235 | 82 | 0.6843 | 0.5343 | 0.6843 | 0.8272 |
93
+ | No log | 4.9412 | 84 | 0.6456 | 0.5543 | 0.6456 | 0.8035 |
94
+ | No log | 5.0588 | 86 | 0.6099 | 0.5315 | 0.6099 | 0.7809 |
95
+ | No log | 5.1765 | 88 | 0.5226 | 0.5702 | 0.5226 | 0.7229 |
96
+ | No log | 5.2941 | 90 | 0.5239 | 0.5672 | 0.5239 | 0.7238 |
97
+ | No log | 5.4118 | 92 | 0.5506 | 0.5627 | 0.5506 | 0.7420 |
98
+ | No log | 5.5294 | 94 | 0.5558 | 0.5692 | 0.5558 | 0.7455 |
99
+ | No log | 5.6471 | 96 | 0.5404 | 0.6259 | 0.5404 | 0.7351 |
100
+ | No log | 5.7647 | 98 | 0.5591 | 0.6457 | 0.5591 | 0.7477 |
101
+ | No log | 5.8824 | 100 | 0.6373 | 0.5312 | 0.6373 | 0.7983 |
102
+ | No log | 6.0 | 102 | 0.7102 | 0.4584 | 0.7102 | 0.8427 |
103
+ | No log | 6.1176 | 104 | 0.6393 | 0.5450 | 0.6393 | 0.7995 |
104
+ | No log | 6.2353 | 106 | 0.5399 | 0.6419 | 0.5399 | 0.7348 |
105
+ | No log | 6.3529 | 108 | 0.5347 | 0.6065 | 0.5347 | 0.7312 |
106
+ | No log | 6.4706 | 110 | 0.5410 | 0.6289 | 0.5410 | 0.7355 |
107
+ | No log | 6.5882 | 112 | 0.5557 | 0.6515 | 0.5557 | 0.7454 |
108
+ | No log | 6.7059 | 114 | 0.5439 | 0.6118 | 0.5439 | 0.7375 |
109
+ | No log | 6.8235 | 116 | 0.5438 | 0.5109 | 0.5438 | 0.7374 |
110
+ | No log | 6.9412 | 118 | 0.5999 | 0.5353 | 0.5999 | 0.7745 |
111
+ | No log | 7.0588 | 120 | 0.5483 | 0.5473 | 0.5483 | 0.7405 |
112
+ | No log | 7.1765 | 122 | 0.5302 | 0.6118 | 0.5302 | 0.7281 |
113
+ | No log | 7.2941 | 124 | 0.5330 | 0.5929 | 0.5330 | 0.7300 |
114
+ | No log | 7.4118 | 126 | 0.5565 | 0.5692 | 0.5565 | 0.7460 |
115
+ | No log | 7.5294 | 128 | 0.5326 | 0.6101 | 0.5326 | 0.7298 |
116
+ | No log | 7.6471 | 130 | 0.5151 | 0.5875 | 0.5151 | 0.7177 |
117
+ | No log | 7.7647 | 132 | 0.5119 | 0.5609 | 0.5119 | 0.7155 |
118
+ | No log | 7.8824 | 134 | 0.5164 | 0.5609 | 0.5164 | 0.7186 |
119
+ | No log | 8.0 | 136 | 0.5212 | 0.5890 | 0.5212 | 0.7219 |
120
+ | No log | 8.1176 | 138 | 0.6897 | 0.5340 | 0.6897 | 0.8305 |
121
+ | No log | 8.2353 | 140 | 0.7462 | 0.4735 | 0.7462 | 0.8638 |
122
+ | No log | 8.3529 | 142 | 0.5757 | 0.5584 | 0.5757 | 0.7587 |
123
+ | No log | 8.4706 | 144 | 0.4897 | 0.5609 | 0.4897 | 0.6998 |
124
+ | No log | 8.5882 | 146 | 0.5654 | 0.4982 | 0.5654 | 0.7520 |
125
+ | No log | 8.7059 | 148 | 0.5244 | 0.5098 | 0.5244 | 0.7241 |
126
+ | No log | 8.8235 | 150 | 0.4811 | 0.5846 | 0.4811 | 0.6936 |
127
+ | No log | 8.9412 | 152 | 0.6050 | 0.5664 | 0.6050 | 0.7778 |
128
+ | No log | 9.0588 | 154 | 0.6756 | 0.5103 | 0.6756 | 0.8220 |
129
+ | No log | 9.1765 | 156 | 0.6053 | 0.5281 | 0.6053 | 0.7780 |
130
+ | No log | 9.2941 | 158 | 0.4875 | 0.5765 | 0.4875 | 0.6982 |
131
+ | No log | 9.4118 | 160 | 0.4838 | 0.5881 | 0.4838 | 0.6956 |
132
+ | No log | 9.5294 | 162 | 0.6228 | 0.5455 | 0.6228 | 0.7892 |
133
+ | No log | 9.6471 | 164 | 0.7149 | 0.4993 | 0.7149 | 0.8455 |
134
+ | No log | 9.7647 | 166 | 0.6677 | 0.5103 | 0.6677 | 0.8171 |
135
+ | No log | 9.8824 | 168 | 0.5268 | 0.5445 | 0.5268 | 0.7258 |
136
+ | No log | 10.0 | 170 | 0.4635 | 0.5846 | 0.4635 | 0.6808 |
137
+ | No log | 10.1176 | 172 | 0.5029 | 0.5909 | 0.5029 | 0.7091 |
138
+ | No log | 10.2353 | 174 | 0.5492 | 0.5131 | 0.5492 | 0.7411 |
139
+ | No log | 10.3529 | 176 | 0.5030 | 0.4964 | 0.5030 | 0.7093 |
140
+ | No log | 10.4706 | 178 | 0.4955 | 0.5171 | 0.4955 | 0.7039 |
141
+ | No log | 10.5882 | 180 | 0.6458 | 0.5735 | 0.6458 | 0.8036 |
142
+ | No log | 10.7059 | 182 | 0.7327 | 0.4430 | 0.7327 | 0.8560 |
143
+ | No log | 10.8235 | 184 | 0.6464 | 0.5862 | 0.6464 | 0.8040 |
144
+ | No log | 10.9412 | 186 | 0.5087 | 0.5999 | 0.5087 | 0.7132 |
145
+ | No log | 11.0588 | 188 | 0.4962 | 0.5549 | 0.4962 | 0.7044 |
146
+ | No log | 11.1765 | 190 | 0.5449 | 0.4845 | 0.5449 | 0.7382 |
147
+ | No log | 11.2941 | 192 | 0.5256 | 0.4413 | 0.5256 | 0.7250 |
148
+ | No log | 11.4118 | 194 | 0.5174 | 0.5538 | 0.5174 | 0.7193 |
149
+ | No log | 11.5294 | 196 | 0.5600 | 0.5208 | 0.5600 | 0.7483 |
150
+ | No log | 11.6471 | 198 | 0.5457 | 0.5432 | 0.5457 | 0.7387 |
151
+ | No log | 11.7647 | 200 | 0.5051 | 0.5945 | 0.5051 | 0.7107 |
152
+ | No log | 11.8824 | 202 | 0.4889 | 0.5574 | 0.4889 | 0.6992 |
153
+ | No log | 12.0 | 204 | 0.4826 | 0.5574 | 0.4826 | 0.6947 |
154
+ | No log | 12.1176 | 206 | 0.4829 | 0.6158 | 0.4829 | 0.6949 |
155
+ | No log | 12.2353 | 208 | 0.4895 | 0.6623 | 0.4895 | 0.6997 |
156
+ | No log | 12.3529 | 210 | 0.5058 | 0.6146 | 0.5058 | 0.7112 |
157
+ | No log | 12.4706 | 212 | 0.5724 | 0.5502 | 0.5724 | 0.7566 |
158
+ | No log | 12.5882 | 214 | 0.5375 | 0.5630 | 0.5375 | 0.7331 |
159
+ | No log | 12.7059 | 216 | 0.5278 | 0.5696 | 0.5278 | 0.7265 |
160
+ | No log | 12.8235 | 218 | 0.4380 | 0.6584 | 0.4380 | 0.6618 |
161
+ | No log | 12.9412 | 220 | 0.4488 | 0.6241 | 0.4488 | 0.6699 |
162
+ | No log | 13.0588 | 222 | 0.5184 | 0.5639 | 0.5184 | 0.7200 |
163
+ | No log | 13.1765 | 224 | 0.5126 | 0.5772 | 0.5126 | 0.7160 |
164
+ | No log | 13.2941 | 226 | 0.4525 | 0.5926 | 0.4525 | 0.6727 |
165
+ | No log | 13.4118 | 228 | 0.4934 | 0.5212 | 0.4934 | 0.7024 |
166
+ | No log | 13.5294 | 230 | 0.5827 | 0.5528 | 0.5827 | 0.7634 |
167
+ | No log | 13.6471 | 232 | 0.5484 | 0.5528 | 0.5484 | 0.7405 |
168
+ | No log | 13.7647 | 234 | 0.4963 | 0.6197 | 0.4963 | 0.7045 |
169
+ | No log | 13.8824 | 236 | 0.4778 | 0.5875 | 0.4778 | 0.6912 |
170
+ | No log | 14.0 | 238 | 0.4806 | 0.6269 | 0.4806 | 0.6932 |
171
+ | No log | 14.1176 | 240 | 0.4805 | 0.6370 | 0.4805 | 0.6932 |
172
+ | No log | 14.2353 | 242 | 0.5030 | 0.5933 | 0.5030 | 0.7092 |
173
+ | No log | 14.3529 | 244 | 0.5087 | 0.5657 | 0.5087 | 0.7132 |
174
+ | No log | 14.4706 | 246 | 0.5277 | 0.5721 | 0.5277 | 0.7264 |
175
+ | No log | 14.5882 | 248 | 0.5464 | 0.5922 | 0.5464 | 0.7392 |
176
+ | No log | 14.7059 | 250 | 0.4883 | 0.5933 | 0.4883 | 0.6988 |
177
+ | No log | 14.8235 | 252 | 0.4595 | 0.5956 | 0.4595 | 0.6779 |
178
+ | No log | 14.9412 | 254 | 0.5054 | 0.5633 | 0.5054 | 0.7109 |
179
+ | No log | 15.0588 | 256 | 0.5106 | 0.5696 | 0.5106 | 0.7146 |
180
+ | No log | 15.1765 | 258 | 0.4741 | 0.6359 | 0.4741 | 0.6885 |
181
+ | No log | 15.2941 | 260 | 0.4867 | 0.5733 | 0.4867 | 0.6976 |
182
+ | No log | 15.4118 | 262 | 0.5309 | 0.5721 | 0.5309 | 0.7286 |
183
+ | No log | 15.5294 | 264 | 0.4959 | 0.5657 | 0.4959 | 0.7042 |
184
+ | No log | 15.6471 | 266 | 0.4709 | 0.5877 | 0.4709 | 0.6862 |
185
+ | No log | 15.7647 | 268 | 0.4798 | 0.5587 | 0.4798 | 0.6927 |
186
+ | No log | 15.8824 | 270 | 0.4876 | 0.5587 | 0.4876 | 0.6983 |
187
+ | No log | 16.0 | 272 | 0.4739 | 0.5649 | 0.4739 | 0.6884 |
188
+ | No log | 16.1176 | 274 | 0.4664 | 0.5649 | 0.4664 | 0.6830 |
189
+ | No log | 16.2353 | 276 | 0.4557 | 0.5945 | 0.4557 | 0.6750 |
190
+ | No log | 16.3529 | 278 | 0.4530 | 0.6168 | 0.4530 | 0.6731 |
191
+ | No log | 16.4706 | 280 | 0.4670 | 0.5571 | 0.4670 | 0.6834 |
192
+ | No log | 16.5882 | 282 | 0.5352 | 0.5997 | 0.5352 | 0.7315 |
193
+ | No log | 16.7059 | 284 | 0.5507 | 0.5922 | 0.5507 | 0.7421 |
194
+ | No log | 16.8235 | 286 | 0.4891 | 0.6061 | 0.4891 | 0.6993 |
195
+ | No log | 16.9412 | 288 | 0.4553 | 0.6452 | 0.4553 | 0.6748 |
196
+ | No log | 17.0588 | 290 | 0.4926 | 0.5974 | 0.4926 | 0.7018 |
197
+ | No log | 17.1765 | 292 | 0.4875 | 0.5974 | 0.4875 | 0.6982 |
198
+ | No log | 17.2941 | 294 | 0.4834 | 0.6370 | 0.4834 | 0.6953 |
199
+ | No log | 17.4118 | 296 | 0.5228 | 0.5571 | 0.5228 | 0.7230 |
200
+ | No log | 17.5294 | 298 | 0.5396 | 0.5356 | 0.5396 | 0.7346 |
201
+ | No log | 17.6471 | 300 | 0.5100 | 0.5414 | 0.5100 | 0.7141 |
202
+ | No log | 17.7647 | 302 | 0.4862 | 0.5633 | 0.4862 | 0.6973 |
203
+ | No log | 17.8824 | 304 | 0.4813 | 0.5930 | 0.4813 | 0.6938 |
204
+ | No log | 18.0 | 306 | 0.4918 | 0.6065 | 0.4918 | 0.7013 |
205
+ | No log | 18.1176 | 308 | 0.4872 | 0.6065 | 0.4872 | 0.6980 |
206
+ | No log | 18.2353 | 310 | 0.4709 | 0.6158 | 0.4709 | 0.6862 |
207
+ | No log | 18.3529 | 312 | 0.4542 | 0.6357 | 0.4542 | 0.6740 |
208
+ | No log | 18.4706 | 314 | 0.4509 | 0.6357 | 0.4509 | 0.6715 |
209
+ | No log | 18.5882 | 316 | 0.4502 | 0.6364 | 0.4502 | 0.6710 |
210
+ | No log | 18.7059 | 318 | 0.4503 | 0.6841 | 0.4503 | 0.6710 |
211
+ | No log | 18.8235 | 320 | 0.4442 | 0.6841 | 0.4442 | 0.6665 |
212
+ | No log | 18.9412 | 322 | 0.4403 | 0.6841 | 0.4403 | 0.6636 |
213
+ | No log | 19.0588 | 324 | 0.4452 | 0.5633 | 0.4452 | 0.6673 |
214
+ | No log | 19.1765 | 326 | 0.4662 | 0.5432 | 0.4662 | 0.6828 |
215
+ | No log | 19.2941 | 328 | 0.4607 | 0.5414 | 0.4607 | 0.6788 |
216
+ | No log | 19.4118 | 330 | 0.4517 | 0.5633 | 0.4517 | 0.6721 |
217
+ | No log | 19.5294 | 332 | 0.4545 | 0.5861 | 0.4545 | 0.6742 |
218
+ | No log | 19.6471 | 334 | 0.4748 | 0.6061 | 0.4748 | 0.6891 |
219
+ | No log | 19.7647 | 336 | 0.4716 | 0.6248 | 0.4716 | 0.6867 |
220
+ | No log | 19.8824 | 338 | 0.4514 | 0.6310 | 0.4514 | 0.6719 |
221
+ | No log | 20.0 | 340 | 0.4450 | 0.6827 | 0.4450 | 0.6671 |
222
+ | No log | 20.1176 | 342 | 0.4472 | 0.5985 | 0.4472 | 0.6687 |
223
+ | No log | 20.2353 | 344 | 0.4399 | 0.6567 | 0.4399 | 0.6633 |
224
+ | No log | 20.3529 | 346 | 0.4391 | 0.6567 | 0.4391 | 0.6626 |
225
+ | No log | 20.4706 | 348 | 0.4460 | 0.6567 | 0.4460 | 0.6678 |
226
+ | No log | 20.5882 | 350 | 0.4706 | 0.6197 | 0.4706 | 0.6860 |
227
+ | No log | 20.7059 | 352 | 0.4762 | 0.6114 | 0.4762 | 0.6901 |
228
+ | No log | 20.8235 | 354 | 0.4704 | 0.6477 | 0.4704 | 0.6858 |
229
+ | No log | 20.9412 | 356 | 0.4744 | 0.6065 | 0.4744 | 0.6887 |
230
+ | No log | 21.0588 | 358 | 0.4868 | 0.5886 | 0.4868 | 0.6977 |
231
+ | No log | 21.1765 | 360 | 0.4760 | 0.6254 | 0.4760 | 0.6899 |
232
+ | No log | 21.2941 | 362 | 0.4800 | 0.6197 | 0.4800 | 0.6928 |
233
+ | No log | 21.4118 | 364 | 0.5267 | 0.6104 | 0.5267 | 0.7257 |
234
+ | No log | 21.5294 | 366 | 0.5277 | 0.6104 | 0.5277 | 0.7264 |
235
+ | No log | 21.6471 | 368 | 0.4749 | 0.6114 | 0.4749 | 0.6891 |
236
+ | No log | 21.7647 | 370 | 0.4496 | 0.6357 | 0.4496 | 0.6706 |
237
+ | No log | 21.8824 | 372 | 0.4466 | 0.6648 | 0.4466 | 0.6683 |
238
+ | No log | 22.0 | 374 | 0.4406 | 0.5846 | 0.4406 | 0.6638 |
239
+ | No log | 22.1176 | 376 | 0.4489 | 0.6197 | 0.4489 | 0.6700 |
240
+ | No log | 22.2353 | 378 | 0.4593 | 0.6197 | 0.4593 | 0.6777 |
241
+ | No log | 22.3529 | 380 | 0.4800 | 0.6210 | 0.4800 | 0.6928 |
242
+ | No log | 22.4706 | 382 | 0.4547 | 0.6197 | 0.4547 | 0.6743 |
243
+ | No log | 22.5882 | 384 | 0.4369 | 0.5846 | 0.4369 | 0.6610 |
244
+ | No log | 22.7059 | 386 | 0.4389 | 0.6854 | 0.4389 | 0.6625 |
245
+ | No log | 22.8235 | 388 | 0.4757 | 0.5910 | 0.4757 | 0.6897 |
246
+ | No log | 22.9412 | 390 | 0.4787 | 0.5910 | 0.4787 | 0.6919 |
247
+ | No log | 23.0588 | 392 | 0.4524 | 0.6252 | 0.4524 | 0.6726 |
248
+ | No log | 23.1765 | 394 | 0.4554 | 0.5985 | 0.4554 | 0.6748 |
249
+ | No log | 23.2941 | 396 | 0.5020 | 0.6248 | 0.5020 | 0.7085 |
250
+ | No log | 23.4118 | 398 | 0.5509 | 0.5765 | 0.5509 | 0.7422 |
251
+ | No log | 23.5294 | 400 | 0.5503 | 0.5765 | 0.5503 | 0.7418 |
252
+ | No log | 23.6471 | 402 | 0.4933 | 0.5841 | 0.4933 | 0.7024 |
253
+ | No log | 23.7647 | 404 | 0.4610 | 0.5846 | 0.4610 | 0.6790 |
254
+ | No log | 23.8824 | 406 | 0.4871 | 0.6052 | 0.4871 | 0.6979 |
255
+ | No log | 24.0 | 408 | 0.5386 | 0.6259 | 0.5386 | 0.7339 |
256
+ | No log | 24.1176 | 410 | 0.5307 | 0.5991 | 0.5307 | 0.7285 |
257
+ | No log | 24.2353 | 412 | 0.4864 | 0.5926 | 0.4864 | 0.6974 |
258
+ | No log | 24.3529 | 414 | 0.4791 | 0.6154 | 0.4791 | 0.6922 |
259
+ | No log | 24.4706 | 416 | 0.5084 | 0.5339 | 0.5084 | 0.7131 |
260
+ | No log | 24.5882 | 418 | 0.5604 | 0.5438 | 0.5604 | 0.7486 |
261
+ | No log | 24.7059 | 420 | 0.5375 | 0.5212 | 0.5375 | 0.7331 |
262
+ | No log | 24.8235 | 422 | 0.4822 | 0.5633 | 0.4822 | 0.6944 |
263
+ | No log | 24.9412 | 424 | 0.4694 | 0.5860 | 0.4694 | 0.6851 |
264
+ | No log | 25.0588 | 426 | 0.4658 | 0.5860 | 0.4658 | 0.6825 |
265
+ | No log | 25.1765 | 428 | 0.4609 | 0.5956 | 0.4609 | 0.6789 |
266
+ | No log | 25.2941 | 430 | 0.4646 | 0.5781 | 0.4646 | 0.6816 |
267
+ | No log | 25.4118 | 432 | 0.4646 | 0.5702 | 0.4646 | 0.6816 |
268
+ | No log | 25.5294 | 434 | 0.4653 | 0.5702 | 0.4653 | 0.6821 |
269
+ | No log | 25.6471 | 436 | 0.4510 | 0.5846 | 0.4510 | 0.6716 |
270
+ | No log | 25.7647 | 438 | 0.4457 | 0.6357 | 0.4457 | 0.6676 |
271
+ | No log | 25.8824 | 440 | 0.4630 | 0.6530 | 0.4630 | 0.6804 |
272
+ | No log | 26.0 | 442 | 0.4671 | 0.6529 | 0.4671 | 0.6835 |
273
+ | No log | 26.1176 | 444 | 0.4531 | 0.6275 | 0.4531 | 0.6731 |
274
+ | No log | 26.2353 | 446 | 0.4568 | 0.5904 | 0.4568 | 0.6758 |
275
+ | No log | 26.3529 | 448 | 0.4809 | 0.5826 | 0.4809 | 0.6935 |
276
+ | No log | 26.4706 | 450 | 0.4736 | 0.5826 | 0.4736 | 0.6882 |
277
+ | No log | 26.5882 | 452 | 0.4522 | 0.5970 | 0.4522 | 0.6725 |
278
+ | No log | 26.7059 | 454 | 0.4489 | 0.6242 | 0.4489 | 0.6700 |
279
+ | No log | 26.8235 | 456 | 0.4504 | 0.6339 | 0.4504 | 0.6711 |
280
+ | No log | 26.9412 | 458 | 0.4475 | 0.6736 | 0.4475 | 0.6689 |
281
+ | No log | 27.0588 | 460 | 0.4446 | 0.6736 | 0.4446 | 0.6668 |
282
+ | No log | 27.1765 | 462 | 0.4379 | 0.6648 | 0.4379 | 0.6618 |
283
+ | No log | 27.2941 | 464 | 0.4441 | 0.5846 | 0.4441 | 0.6664 |
284
+ | No log | 27.4118 | 466 | 0.4622 | 0.5781 | 0.4622 | 0.6798 |
285
+ | No log | 27.5294 | 468 | 0.4757 | 0.5918 | 0.4757 | 0.6897 |
286
+ | No log | 27.6471 | 470 | 0.4732 | 0.5841 | 0.4732 | 0.6879 |
287
+ | No log | 27.7647 | 472 | 0.4542 | 0.5999 | 0.4542 | 0.6740 |
288
+ | No log | 27.8824 | 474 | 0.4469 | 0.5985 | 0.4469 | 0.6685 |
289
+ | No log | 28.0 | 476 | 0.4511 | 0.5985 | 0.4511 | 0.6717 |
290
+ | No log | 28.1176 | 478 | 0.4562 | 0.5985 | 0.4562 | 0.6754 |
291
+ | No log | 28.2353 | 480 | 0.4573 | 0.5985 | 0.4573 | 0.6762 |
292
+ | No log | 28.3529 | 482 | 0.4659 | 0.5985 | 0.4659 | 0.6825 |
293
+ | No log | 28.4706 | 484 | 0.4748 | 0.5702 | 0.4748 | 0.6891 |
294
+ | No log | 28.5882 | 486 | 0.4792 | 0.5702 | 0.4792 | 0.6922 |
295
+ | No log | 28.7059 | 488 | 0.4774 | 0.5841 | 0.4774 | 0.6909 |
296
+ | No log | 28.8235 | 490 | 0.4475 | 0.5904 | 0.4475 | 0.6689 |
297
+ | No log | 28.9412 | 492 | 0.4274 | 0.6854 | 0.4274 | 0.6537 |
298
+ | No log | 29.0588 | 494 | 0.4222 | 0.6747 | 0.4222 | 0.6498 |
299
+ | No log | 29.1765 | 496 | 0.4207 | 0.7054 | 0.4207 | 0.6486 |
300
+ | No log | 29.2941 | 498 | 0.4284 | 0.5904 | 0.4284 | 0.6546 |
301
+ | 0.2975 | 29.4118 | 500 | 0.4657 | 0.6537 | 0.4657 | 0.6824 |
302
+ | 0.2975 | 29.5294 | 502 | 0.4979 | 0.6361 | 0.4979 | 0.7056 |
303
+ | 0.2975 | 29.6471 | 504 | 0.4753 | 0.6537 | 0.4753 | 0.6894 |
304
+ | 0.2975 | 29.7647 | 506 | 0.4416 | 0.6317 | 0.4416 | 0.6645 |
305
+ | 0.2975 | 29.8824 | 508 | 0.4265 | 0.6377 | 0.4265 | 0.6530 |
306
+ | 0.2975 | 30.0 | 510 | 0.4284 | 0.6852 | 0.4284 | 0.6545 |
307
+ | 0.2975 | 30.1176 | 512 | 0.4289 | 0.6946 | 0.4289 | 0.6549 |
308
+ | 0.2975 | 30.2353 | 514 | 0.4289 | 0.6946 | 0.4289 | 0.6549 |
309
+ | 0.2975 | 30.3529 | 516 | 0.4284 | 0.6946 | 0.4284 | 0.6545 |
310
+ | 0.2975 | 30.4706 | 518 | 0.4296 | 0.6464 | 0.4296 | 0.6555 |
311
+ | 0.2975 | 30.5882 | 520 | 0.4531 | 0.5781 | 0.4531 | 0.6731 |
312
+ | 0.2975 | 30.7059 | 522 | 0.4646 | 0.5495 | 0.4646 | 0.6816 |
313
+ | 0.2975 | 30.8235 | 524 | 0.4594 | 0.5495 | 0.4594 | 0.6778 |
314
+ | 0.2975 | 30.9412 | 526 | 0.4403 | 0.5861 | 0.4403 | 0.6635 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
315
 
316
 
317
  ### Framework versions
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