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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k13_task3_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k12_task3_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k12_task3_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: 0.6965
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- - Qwk: 0.1379
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- - Mse: 0.6965
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- - Rmse: 0.8346
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  ## Model description
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@@ -49,261 +49,261 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0323 | 2 | 3.6688 | 0.0035 | 3.6688 | 1.9154 |
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- | No log | 0.0645 | 4 | 1.7493 | 0.0591 | 1.7493 | 1.3226 |
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- | No log | 0.0968 | 6 | 1.1215 | 0.0403 | 1.1215 | 1.0590 |
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- | No log | 0.1290 | 8 | 1.9600 | 0.0626 | 1.9600 | 1.4000 |
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- | No log | 0.1613 | 10 | 0.9659 | -0.0182 | 0.9659 | 0.9828 |
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- | No log | 0.1935 | 12 | 0.6732 | -0.0069 | 0.6732 | 0.8205 |
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- | No log | 0.2258 | 14 | 0.6677 | 0.0555 | 0.6677 | 0.8172 |
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- | No log | 0.2581 | 16 | 0.6645 | 0.0555 | 0.6645 | 0.8152 |
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- | No log | 0.2903 | 18 | 0.7197 | -0.0188 | 0.7197 | 0.8484 |
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- | No log | 0.3226 | 20 | 0.9105 | 0.0912 | 0.9105 | 0.9542 |
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- | No log | 0.3548 | 22 | 0.8497 | -0.0316 | 0.8497 | 0.9218 |
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- | No log | 0.3871 | 24 | 0.7995 | -0.0179 | 0.7995 | 0.8941 |
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- | No log | 0.4194 | 26 | 0.8723 | 0.0205 | 0.8723 | 0.9340 |
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- | No log | 0.4516 | 28 | 1.3049 | -0.0237 | 1.3049 | 1.1423 |
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- | No log | 0.4839 | 30 | 1.4813 | -0.0065 | 1.4813 | 1.2171 |
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- | No log | 0.5161 | 32 | 0.9467 | 0.0938 | 0.9467 | 0.9730 |
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- | No log | 0.5484 | 34 | 0.8727 | 0.0464 | 0.8727 | 0.9342 |
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- | No log | 0.5806 | 36 | 0.8903 | 0.1790 | 0.8903 | 0.9436 |
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- | No log | 0.6129 | 38 | 0.8195 | 0.1863 | 0.8195 | 0.9053 |
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- | No log | 0.6452 | 40 | 0.8034 | 0.1597 | 0.8034 | 0.8963 |
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- | No log | 0.6774 | 42 | 0.8024 | 0.2382 | 0.8024 | 0.8958 |
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- | No log | 0.7097 | 44 | 0.7990 | 0.2481 | 0.7990 | 0.8938 |
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- | No log | 0.7419 | 46 | 0.8485 | 0.1247 | 0.8485 | 0.9212 |
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- | No log | 0.7742 | 48 | 1.2353 | 0.0328 | 1.2353 | 1.1115 |
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- | No log | 0.8065 | 50 | 1.1903 | 0.1015 | 1.1903 | 1.0910 |
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- | No log | 0.8387 | 52 | 0.8720 | 0.1569 | 0.8720 | 0.9338 |
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- | No log | 0.8710 | 54 | 0.9832 | 0.1187 | 0.9832 | 0.9916 |
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- | No log | 0.9032 | 56 | 1.3703 | 0.1366 | 1.3703 | 1.1706 |
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- | No log | 0.9355 | 58 | 0.9817 | 0.1504 | 0.9817 | 0.9908 |
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- | No log | 0.9677 | 60 | 1.3353 | 0.1094 | 1.3353 | 1.1556 |
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- | No log | 1.0 | 62 | 1.7664 | 0.0741 | 1.7664 | 1.3291 |
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- | No log | 1.0323 | 64 | 1.0600 | 0.0623 | 1.0600 | 1.0296 |
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- | No log | 1.0645 | 66 | 0.7274 | 0.1865 | 0.7274 | 0.8529 |
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- | No log | 1.0968 | 68 | 1.0579 | 0.0848 | 1.0579 | 1.0286 |
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- | No log | 1.1290 | 70 | 0.8731 | 0.0794 | 0.8731 | 0.9344 |
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- | No log | 1.1613 | 72 | 0.7218 | 0.2883 | 0.7218 | 0.8496 |
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- | No log | 1.1935 | 74 | 0.9654 | 0.1152 | 0.9654 | 0.9825 |
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- | No log | 1.2258 | 76 | 0.8577 | 0.0316 | 0.8577 | 0.9261 |
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- | No log | 1.2581 | 78 | 0.7811 | 0.2430 | 0.7811 | 0.8838 |
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- | No log | 1.2903 | 80 | 1.0103 | 0.1808 | 1.0103 | 1.0051 |
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- | No log | 1.3226 | 82 | 0.9614 | 0.1243 | 0.9614 | 0.9805 |
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- | No log | 1.3548 | 84 | 1.1169 | 0.0710 | 1.1169 | 1.0569 |
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- | No log | 1.3871 | 86 | 1.3591 | 0.1200 | 1.3591 | 1.1658 |
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- | No log | 1.4194 | 88 | 0.9923 | 0.1813 | 0.9923 | 0.9961 |
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- | No log | 1.4516 | 90 | 0.9271 | 0.2296 | 0.9271 | 0.9628 |
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- | No log | 1.4839 | 92 | 0.9525 | 0.0945 | 0.9525 | 0.9760 |
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- | No log | 1.5161 | 94 | 0.7841 | 0.2424 | 0.7841 | 0.8855 |
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- | No log | 1.5484 | 96 | 0.7266 | 0.2096 | 0.7266 | 0.8524 |
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- | No log | 1.5806 | 98 | 0.7771 | 0.1986 | 0.7771 | 0.8815 |
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- | No log | 1.6129 | 100 | 0.7281 | 0.2096 | 0.7281 | 0.8533 |
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- | No log | 1.6452 | 102 | 0.7512 | 0.1630 | 0.7512 | 0.8667 |
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- | No log | 1.6774 | 104 | 0.8112 | 0.2096 | 0.8112 | 0.9006 |
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- | No log | 1.7097 | 106 | 0.8456 | 0.2294 | 0.8456 | 0.9196 |
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- | No log | 1.7419 | 108 | 0.9786 | 0.0970 | 0.9786 | 0.9892 |
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- | No log | 1.7742 | 110 | 0.9895 | 0.0970 | 0.9895 | 0.9947 |
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- | No log | 1.8065 | 112 | 0.8950 | 0.1626 | 0.8950 | 0.9461 |
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- | No log | 1.8387 | 114 | 0.8938 | 0.0762 | 0.8938 | 0.9454 |
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- | No log | 1.8710 | 116 | 0.8430 | 0.1001 | 0.8430 | 0.9181 |
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- | No log | 1.9032 | 118 | 0.8598 | 0.0962 | 0.8598 | 0.9272 |
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- | No log | 1.9355 | 120 | 0.9304 | 0.0665 | 0.9304 | 0.9646 |
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- | No log | 1.9677 | 122 | 0.8174 | 0.1365 | 0.8174 | 0.9041 |
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- | No log | 2.0 | 124 | 0.8222 | 0.1783 | 0.8222 | 0.9068 |
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- | No log | 2.0323 | 126 | 0.7878 | 0.1585 | 0.7878 | 0.8876 |
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- | No log | 2.0645 | 128 | 0.9271 | 0.1005 | 0.9271 | 0.9629 |
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- | No log | 2.0968 | 130 | 0.9613 | 0.0701 | 0.9613 | 0.9805 |
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- | No log | 2.1290 | 132 | 0.8387 | 0.2012 | 0.8387 | 0.9158 |
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- | No log | 2.1613 | 134 | 0.8165 | 0.2430 | 0.8165 | 0.9036 |
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- | No log | 2.1935 | 136 | 0.7851 | 0.2969 | 0.7851 | 0.8861 |
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- | No log | 2.2258 | 138 | 0.7628 | 0.2194 | 0.7628 | 0.8734 |
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- | No log | 2.2581 | 140 | 0.7633 | 0.2239 | 0.7633 | 0.8737 |
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- | No log | 2.2903 | 142 | 0.8056 | 0.1407 | 0.8056 | 0.8975 |
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- | No log | 2.3226 | 144 | 0.8328 | 0.1790 | 0.8328 | 0.9126 |
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- | No log | 2.3548 | 146 | 0.8346 | 0.2608 | 0.8346 | 0.9135 |
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- | No log | 2.3871 | 148 | 0.8497 | 0.2126 | 0.8497 | 0.9218 |
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- | No log | 2.4194 | 150 | 0.8475 | 0.2236 | 0.8475 | 0.9206 |
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- | No log | 2.4516 | 152 | 0.7638 | 0.1415 | 0.7638 | 0.8740 |
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- | No log | 2.4839 | 154 | 0.8483 | 0.1571 | 0.8483 | 0.9210 |
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- | No log | 2.5161 | 156 | 0.7486 | 0.1541 | 0.7486 | 0.8652 |
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- | No log | 2.5484 | 158 | 0.8151 | -0.0138 | 0.8151 | 0.9028 |
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- | No log | 2.5806 | 160 | 0.8845 | 0.1078 | 0.8845 | 0.9405 |
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- | No log | 2.6129 | 162 | 0.7356 | -0.0513 | 0.7356 | 0.8577 |
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- | No log | 2.6452 | 164 | 0.7405 | 0.2009 | 0.7405 | 0.8605 |
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- | No log | 2.6774 | 166 | 0.8455 | 0.2220 | 0.8455 | 0.9195 |
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- | No log | 2.7097 | 168 | 0.7799 | 0.1144 | 0.7799 | 0.8831 |
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- | No log | 2.7419 | 170 | 0.8559 | -0.0522 | 0.8559 | 0.9251 |
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- | No log | 2.7742 | 172 | 0.7750 | 0.1413 | 0.7750 | 0.8803 |
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- | No log | 2.8065 | 174 | 0.8161 | 0.1742 | 0.8161 | 0.9034 |
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- | No log | 2.8387 | 176 | 0.7715 | 0.1783 | 0.7715 | 0.8784 |
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- | No log | 2.8710 | 178 | 0.7288 | 0.1371 | 0.7288 | 0.8537 |
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- | No log | 2.9032 | 180 | 0.8175 | 0.0570 | 0.8175 | 0.9042 |
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- | No log | 2.9355 | 182 | 0.7847 | 0.1962 | 0.7847 | 0.8858 |
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- | No log | 2.9677 | 184 | 0.8227 | 0.1783 | 0.8227 | 0.9071 |
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- | No log | 3.0 | 186 | 0.8246 | 0.1846 | 0.8246 | 0.9081 |
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- | No log | 3.0323 | 188 | 0.9158 | 0.1220 | 0.9158 | 0.9570 |
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- | No log | 3.0645 | 190 | 0.8598 | 0.1553 | 0.8598 | 0.9273 |
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- | No log | 3.0968 | 192 | 0.7945 | 0.2118 | 0.7945 | 0.8914 |
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- | No log | 3.1290 | 194 | 0.7582 | 0.1347 | 0.7582 | 0.8708 |
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- | No log | 3.1613 | 196 | 0.7579 | 0.1362 | 0.7579 | 0.8706 |
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- | No log | 3.1935 | 198 | 0.8205 | 0.1372 | 0.8205 | 0.9058 |
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- | No log | 3.2258 | 200 | 0.8156 | 0.0660 | 0.8156 | 0.9031 |
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- | No log | 3.2581 | 202 | 0.7675 | 0.0828 | 0.7675 | 0.8760 |
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- | No log | 3.2903 | 204 | 0.7769 | 0.0056 | 0.7769 | 0.8814 |
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- | No log | 3.3226 | 206 | 0.7615 | 0.0874 | 0.7615 | 0.8726 |
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- | No log | 3.3548 | 208 | 0.7828 | 0.0056 | 0.7828 | 0.8847 |
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- | No log | 3.3871 | 210 | 0.7958 | 0.0532 | 0.7958 | 0.8921 |
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- | No log | 3.4194 | 212 | 0.7775 | 0.2239 | 0.7775 | 0.8817 |
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- | No log | 3.4516 | 214 | 0.7869 | 0.0981 | 0.7869 | 0.8871 |
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- | No log | 3.4839 | 216 | 0.9070 | 0.1039 | 0.9070 | 0.9523 |
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- | No log | 3.5161 | 218 | 0.9201 | 0.1040 | 0.9201 | 0.9592 |
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- | No log | 3.5484 | 220 | 0.7736 | 0.0981 | 0.7736 | 0.8795 |
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- | No log | 3.5806 | 222 | 0.7847 | 0.1599 | 0.7847 | 0.8858 |
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- | No log | 3.6129 | 224 | 0.7827 | 0.2627 | 0.7827 | 0.8847 |
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- | No log | 3.6452 | 226 | 0.7952 | 0.1372 | 0.7952 | 0.8917 |
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- | No log | 3.6774 | 228 | 0.7674 | 0.2437 | 0.7674 | 0.8760 |
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- | No log | 3.7097 | 230 | 0.7586 | 0.2667 | 0.7586 | 0.8710 |
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- | No log | 3.7419 | 232 | 0.7943 | 0.0987 | 0.7943 | 0.8912 |
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- | No log | 3.7742 | 234 | 0.7502 | 0.2252 | 0.7502 | 0.8661 |
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- | No log | 3.8065 | 236 | 0.8566 | 0.1185 | 0.8566 | 0.9255 |
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- | No log | 3.8387 | 238 | 0.9319 | 0.0273 | 0.9319 | 0.9653 |
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- | No log | 3.8710 | 240 | 0.8168 | 0.1884 | 0.8168 | 0.9038 |
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- | No log | 3.9032 | 242 | 1.2060 | 0.1281 | 1.2060 | 1.0982 |
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- | No log | 3.9355 | 244 | 1.3356 | 0.1275 | 1.3356 | 1.1557 |
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- | No log | 3.9677 | 246 | 0.9845 | 0.1185 | 0.9845 | 0.9922 |
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- | No log | 4.0 | 248 | 0.9554 | 0.0960 | 0.9554 | 0.9775 |
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- | No log | 4.0323 | 250 | 0.9983 | 0.0575 | 0.9983 | 0.9992 |
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- | No log | 4.0645 | 252 | 0.8399 | 0.2247 | 0.8399 | 0.9165 |
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- | No log | 4.0968 | 254 | 0.8199 | 0.2132 | 0.8199 | 0.9055 |
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- | No log | 4.1290 | 256 | 0.7460 | 0.0874 | 0.7460 | 0.8637 |
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- | No log | 4.1613 | 258 | 0.7476 | 0.1964 | 0.7476 | 0.8647 |
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- | No log | 4.1935 | 260 | 0.7350 | 0.1244 | 0.7350 | 0.8573 |
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- | No log | 4.2258 | 262 | 0.7359 | 0.1244 | 0.7359 | 0.8578 |
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- | No log | 4.2581 | 264 | 0.7725 | 0.2085 | 0.7725 | 0.8789 |
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- | No log | 4.2903 | 266 | 0.8436 | 0.1598 | 0.8436 | 0.9185 |
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- | No log | 4.3226 | 268 | 0.8621 | 0.1918 | 0.8621 | 0.9285 |
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- | No log | 4.3548 | 270 | 0.8040 | 0.2063 | 0.8040 | 0.8967 |
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- | No log | 4.3871 | 272 | 0.8142 | 0.0532 | 0.8142 | 0.9024 |
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- | No log | 4.4194 | 274 | 0.7816 | 0.0532 | 0.7816 | 0.8841 |
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- | No log | 4.4516 | 276 | 0.7088 | 0.0436 | 0.7088 | 0.8419 |
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- | No log | 4.4839 | 278 | 0.7426 | 0.2258 | 0.7426 | 0.8618 |
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- | No log | 4.5161 | 280 | 0.7723 | 0.2669 | 0.7723 | 0.8788 |
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- | No log | 4.5484 | 282 | 0.7843 | 0.0926 | 0.7843 | 0.8856 |
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- | No log | 4.5806 | 284 | 0.8105 | 0.0934 | 0.8105 | 0.9003 |
194
- | No log | 4.6129 | 286 | 0.8747 | 0.1504 | 0.8747 | 0.9352 |
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- | No log | 4.6452 | 288 | 1.0096 | 0.1930 | 1.0096 | 1.0048 |
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- | No log | 4.6774 | 290 | 0.9898 | 0.0824 | 0.9898 | 0.9949 |
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- | No log | 4.7097 | 292 | 0.7865 | 0.2122 | 0.7865 | 0.8869 |
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- | No log | 4.7419 | 294 | 0.8019 | 0.0532 | 0.8019 | 0.8955 |
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- | No log | 4.7742 | 296 | 0.8083 | 0.0106 | 0.8083 | 0.8991 |
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- | No log | 4.8065 | 298 | 0.7572 | -0.0030 | 0.7572 | 0.8702 |
201
- | No log | 4.8387 | 300 | 0.9058 | 0.1744 | 0.9058 | 0.9517 |
202
- | No log | 4.8710 | 302 | 1.0732 | 0.0451 | 1.0732 | 1.0359 |
203
- | No log | 4.9032 | 304 | 0.9476 | 0.1219 | 0.9476 | 0.9735 |
204
- | No log | 4.9355 | 306 | 0.8287 | 0.1272 | 0.8287 | 0.9104 |
205
- | No log | 4.9677 | 308 | 0.8994 | 0.0007 | 0.8994 | 0.9484 |
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- | No log | 5.0 | 310 | 0.8136 | 0.0129 | 0.8136 | 0.9020 |
207
- | No log | 5.0323 | 312 | 0.7679 | 0.1807 | 0.7679 | 0.8763 |
208
- | No log | 5.0645 | 314 | 0.8893 | 0.1696 | 0.8893 | 0.9430 |
209
- | No log | 5.0968 | 316 | 0.9318 | 0.0824 | 0.9318 | 0.9653 |
210
- | No log | 5.1290 | 318 | 0.7946 | 0.1612 | 0.7946 | 0.8914 |
211
- | No log | 5.1613 | 320 | 0.8447 | -0.0180 | 0.8447 | 0.9191 |
212
- | No log | 5.1935 | 322 | 0.9089 | -0.0035 | 0.9089 | 0.9534 |
213
- | No log | 5.2258 | 324 | 0.7972 | 0.0981 | 0.7972 | 0.8929 |
214
- | No log | 5.2581 | 326 | 0.7720 | 0.2225 | 0.7720 | 0.8786 |
215
- | No log | 5.2903 | 328 | 0.8202 | 0.2155 | 0.8202 | 0.9056 |
216
- | No log | 5.3226 | 330 | 0.7672 | 0.2626 | 0.7672 | 0.8759 |
217
- | No log | 5.3548 | 332 | 0.7795 | 0.2795 | 0.7795 | 0.8829 |
218
- | No log | 5.3871 | 334 | 0.7672 | 0.1585 | 0.7672 | 0.8759 |
219
- | No log | 5.4194 | 336 | 0.8181 | 0.2032 | 0.8181 | 0.9045 |
220
- | No log | 5.4516 | 338 | 0.8055 | 0.1621 | 0.8055 | 0.8975 |
221
- | No log | 5.4839 | 340 | 0.7352 | 0.1371 | 0.7352 | 0.8574 |
222
- | No log | 5.5161 | 342 | 0.7227 | 0.0914 | 0.7227 | 0.8501 |
223
- | No log | 5.5484 | 344 | 0.7164 | 0.0914 | 0.7164 | 0.8464 |
224
- | No log | 5.5806 | 346 | 0.7299 | 0.2339 | 0.7299 | 0.8544 |
225
- | No log | 5.6129 | 348 | 0.9371 | 0.0856 | 0.9371 | 0.9680 |
226
- | No log | 5.6452 | 350 | 1.1105 | 0.0894 | 1.1105 | 1.0538 |
227
- | No log | 5.6774 | 352 | 0.9536 | 0.1219 | 0.9536 | 0.9765 |
228
- | No log | 5.7097 | 354 | 0.8283 | 0.2815 | 0.8283 | 0.9101 |
229
- | No log | 5.7419 | 356 | 0.8105 | 0.2481 | 0.8105 | 0.9003 |
230
- | No log | 5.7742 | 358 | 0.7656 | 0.1882 | 0.7656 | 0.8750 |
231
- | No log | 5.8065 | 360 | 0.7339 | 0.1311 | 0.7339 | 0.8567 |
232
- | No log | 5.8387 | 362 | 0.7662 | 0.2318 | 0.7662 | 0.8753 |
233
- | No log | 5.8710 | 364 | 0.7380 | 0.2180 | 0.7380 | 0.8591 |
234
- | No log | 5.9032 | 366 | 0.7578 | 0.1413 | 0.7578 | 0.8705 |
235
- | No log | 5.9355 | 368 | 0.9521 | 0.0329 | 0.9521 | 0.9758 |
236
- | No log | 5.9677 | 370 | 1.0110 | 0.1284 | 1.0110 | 1.0055 |
237
- | No log | 6.0 | 372 | 0.8641 | 0.1695 | 0.8641 | 0.9296 |
238
- | No log | 6.0323 | 374 | 0.8252 | 0.2204 | 0.8252 | 0.9084 |
239
- | No log | 6.0645 | 376 | 0.9119 | 0.1542 | 0.9119 | 0.9549 |
240
- | No log | 6.0968 | 378 | 0.8740 | 0.1584 | 0.8740 | 0.9349 |
241
- | No log | 6.1290 | 380 | 0.7588 | 0.2169 | 0.7588 | 0.8711 |
242
- | No log | 6.1613 | 382 | 0.7702 | 0.0449 | 0.7702 | 0.8776 |
243
- | No log | 6.1935 | 384 | 0.7704 | 0.0449 | 0.7704 | 0.8777 |
244
- | No log | 6.2258 | 386 | 0.7447 | 0.0914 | 0.7447 | 0.8630 |
245
- | No log | 6.2581 | 388 | 0.7919 | 0.1660 | 0.7919 | 0.8899 |
246
- | No log | 6.2903 | 390 | 0.8998 | 0.1584 | 0.8998 | 0.9486 |
247
- | No log | 6.3226 | 392 | 0.9038 | 0.1368 | 0.9038 | 0.9507 |
248
- | No log | 6.3548 | 394 | 0.8881 | 0.0826 | 0.8881 | 0.9424 |
249
- | No log | 6.3871 | 396 | 0.8942 | 0.1140 | 0.8942 | 0.9456 |
250
- | No log | 6.4194 | 398 | 0.8718 | 0.1140 | 0.8718 | 0.9337 |
251
- | No log | 6.4516 | 400 | 0.8212 | 0.1673 | 0.8212 | 0.9062 |
252
- | No log | 6.4839 | 402 | 0.7741 | 0.1292 | 0.7741 | 0.8798 |
253
- | No log | 6.5161 | 404 | 0.7574 | 0.1371 | 0.7574 | 0.8703 |
254
- | No log | 6.5484 | 406 | 0.7723 | 0.2431 | 0.7723 | 0.8788 |
255
- | No log | 6.5806 | 408 | 0.8141 | 0.1742 | 0.8141 | 0.9023 |
256
- | No log | 6.6129 | 410 | 0.8369 | 0.1318 | 0.8369 | 0.9148 |
257
- | No log | 6.6452 | 412 | 0.8413 | 0.1187 | 0.8413 | 0.9172 |
258
- | No log | 6.6774 | 414 | 0.8581 | 0.0717 | 0.8581 | 0.9263 |
259
- | No log | 6.7097 | 416 | 0.8995 | 0.1102 | 0.8995 | 0.9484 |
260
- | No log | 6.7419 | 418 | 0.8985 | 0.1514 | 0.8985 | 0.9479 |
261
- | No log | 6.7742 | 420 | 0.9081 | 0.1017 | 0.9081 | 0.9529 |
262
- | No log | 6.8065 | 422 | 0.8748 | 0.1140 | 0.8748 | 0.9353 |
263
- | No log | 6.8387 | 424 | 0.8469 | 0.1183 | 0.8469 | 0.9203 |
264
- | No log | 6.8710 | 426 | 0.8312 | 0.1387 | 0.8312 | 0.9117 |
265
- | No log | 6.9032 | 428 | 0.7658 | 0.1828 | 0.7658 | 0.8751 |
266
- | No log | 6.9355 | 430 | 0.7107 | 0.1444 | 0.7107 | 0.8430 |
267
- | No log | 6.9677 | 432 | 0.7179 | 0.0918 | 0.7179 | 0.8473 |
268
- | No log | 7.0 | 434 | 0.7438 | 0.0869 | 0.7438 | 0.8624 |
269
- | No log | 7.0323 | 436 | 0.7975 | 0.2150 | 0.7975 | 0.8930 |
270
- | No log | 7.0645 | 438 | 0.9505 | 0.1222 | 0.9505 | 0.9749 |
271
- | No log | 7.0968 | 440 | 0.9813 | 0.1146 | 0.9813 | 0.9906 |
272
- | No log | 7.1290 | 442 | 1.1224 | -0.0252 | 1.1224 | 1.0594 |
273
- | No log | 7.1613 | 444 | 1.1595 | -0.0857 | 1.1595 | 1.0768 |
274
- | No log | 7.1935 | 446 | 0.9901 | 0.1146 | 0.9901 | 0.9950 |
275
- | No log | 7.2258 | 448 | 0.8142 | 0.1659 | 0.8142 | 0.9023 |
276
- | No log | 7.2581 | 450 | 0.7875 | 0.0869 | 0.7875 | 0.8874 |
277
- | No log | 7.2903 | 452 | 0.7810 | 0.1379 | 0.7810 | 0.8837 |
278
- | No log | 7.3226 | 454 | 0.7919 | 0.1828 | 0.7919 | 0.8899 |
279
- | No log | 7.3548 | 456 | 0.7658 | 0.1379 | 0.7658 | 0.8751 |
280
- | No log | 7.3871 | 458 | 0.7949 | 0.2258 | 0.7949 | 0.8916 |
281
- | No log | 7.4194 | 460 | 0.8576 | 0.0871 | 0.8576 | 0.9261 |
282
- | No log | 7.4516 | 462 | 0.8426 | 0.2318 | 0.8426 | 0.9179 |
283
- | No log | 7.4839 | 464 | 0.8585 | 0.1379 | 0.8585 | 0.9266 |
284
- | No log | 7.5161 | 466 | 0.8563 | 0.1823 | 0.8563 | 0.9254 |
285
- | No log | 7.5484 | 468 | 0.8621 | 0.0460 | 0.8621 | 0.9285 |
286
- | No log | 7.5806 | 470 | 0.8727 | 0.0784 | 0.8727 | 0.9342 |
287
- | No log | 7.6129 | 472 | 0.8622 | 0.0078 | 0.8622 | 0.9286 |
288
- | No log | 7.6452 | 474 | 0.8242 | 0.1630 | 0.8242 | 0.9079 |
289
- | No log | 7.6774 | 476 | 0.8638 | 0.1430 | 0.8638 | 0.9294 |
290
- | No log | 7.7097 | 478 | 0.8305 | 0.2092 | 0.8305 | 0.9113 |
291
- | No log | 7.7419 | 480 | 0.7793 | 0.0922 | 0.7793 | 0.8828 |
292
- | No log | 7.7742 | 482 | 0.8881 | 0.0680 | 0.8881 | 0.9424 |
293
- | No log | 7.8065 | 484 | 0.9052 | 0.0977 | 0.9052 | 0.9514 |
294
- | No log | 7.8387 | 486 | 0.8314 | 0.0101 | 0.8314 | 0.9118 |
295
- | No log | 7.8710 | 488 | 0.8553 | 0.1621 | 0.8553 | 0.9249 |
296
- | No log | 7.9032 | 490 | 0.8642 | 0.1621 | 0.8642 | 0.9296 |
297
- | No log | 7.9355 | 492 | 0.8258 | 0.1713 | 0.8258 | 0.9087 |
298
- | No log | 7.9677 | 494 | 0.8041 | 0.1901 | 0.8041 | 0.8967 |
299
- | No log | 8.0 | 496 | 0.7837 | 0.1143 | 0.7837 | 0.8853 |
300
- | No log | 8.0323 | 498 | 0.7728 | 0.1143 | 0.7728 | 0.8791 |
301
- | 0.2861 | 8.0645 | 500 | 0.7940 | 0.1859 | 0.7940 | 0.8911 |
302
- | 0.2861 | 8.0968 | 502 | 0.7893 | 0.1859 | 0.7893 | 0.8884 |
303
- | 0.2861 | 8.1290 | 504 | 0.7412 | 0.1828 | 0.7412 | 0.8609 |
304
- | 0.2861 | 8.1613 | 506 | 0.7090 | 0.1444 | 0.7090 | 0.8420 |
305
- | 0.2861 | 8.1935 | 508 | 0.6983 | 0.1444 | 0.6983 | 0.8357 |
306
- | 0.2861 | 8.2258 | 510 | 0.6965 | 0.1379 | 0.6965 | 0.8346 |
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k13_task3_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k13_task3_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: 0.8048
19
+ - Qwk: -0.0462
20
+ - Mse: 0.8048
21
+ - Rmse: 0.8971
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0299 | 2 | 3.5680 | -0.0154 | 3.5680 | 1.8889 |
53
+ | No log | 0.0597 | 4 | 1.6444 | 0.0213 | 1.6444 | 1.2823 |
54
+ | No log | 0.0896 | 6 | 1.1836 | 0.0016 | 1.1836 | 1.0879 |
55
+ | No log | 0.1194 | 8 | 1.6746 | 0.0406 | 1.6746 | 1.2941 |
56
+ | No log | 0.1493 | 10 | 1.1763 | 0.0065 | 1.1763 | 1.0846 |
57
+ | No log | 0.1791 | 12 | 0.8671 | 0.1798 | 0.8671 | 0.9312 |
58
+ | No log | 0.2090 | 14 | 0.8702 | 0.0748 | 0.8702 | 0.9328 |
59
+ | No log | 0.2388 | 16 | 1.1775 | 0.0137 | 1.1775 | 1.0851 |
60
+ | No log | 0.2687 | 18 | 0.9431 | -0.0143 | 0.9431 | 0.9711 |
61
+ | No log | 0.2985 | 20 | 0.6933 | -0.0662 | 0.6933 | 0.8327 |
62
+ | No log | 0.3284 | 22 | 0.6936 | -0.0035 | 0.6936 | 0.8328 |
63
+ | No log | 0.3582 | 24 | 0.7286 | 0.0 | 0.7286 | 0.8536 |
64
+ | No log | 0.3881 | 26 | 0.7439 | -0.0215 | 0.7439 | 0.8625 |
65
+ | No log | 0.4179 | 28 | 1.3609 | 0.0767 | 1.3609 | 1.1666 |
66
+ | No log | 0.4478 | 30 | 0.9674 | -0.0532 | 0.9674 | 0.9836 |
67
+ | No log | 0.4776 | 32 | 0.8155 | 0.0673 | 0.8155 | 0.9031 |
68
+ | No log | 0.5075 | 34 | 0.8718 | -0.1834 | 0.8718 | 0.9337 |
69
+ | No log | 0.5373 | 36 | 0.7830 | 0.1304 | 0.7830 | 0.8848 |
70
+ | No log | 0.5672 | 38 | 0.7606 | 0.0296 | 0.7606 | 0.8721 |
71
+ | No log | 0.5970 | 40 | 0.7764 | 0.0089 | 0.7764 | 0.8812 |
72
+ | No log | 0.6269 | 42 | 0.7586 | 0.0031 | 0.7586 | 0.8710 |
73
+ | No log | 0.6567 | 44 | 0.7937 | 0.1196 | 0.7937 | 0.8909 |
74
+ | No log | 0.6866 | 46 | 0.9949 | 0.0458 | 0.9949 | 0.9974 |
75
+ | No log | 0.7164 | 48 | 0.7380 | 0.0099 | 0.7380 | 0.8591 |
76
+ | No log | 0.7463 | 50 | 0.7823 | 0.0633 | 0.7823 | 0.8845 |
77
+ | No log | 0.7761 | 52 | 0.8634 | 0.0734 | 0.8634 | 0.9292 |
78
+ | No log | 0.8060 | 54 | 0.8149 | 0.1538 | 0.8149 | 0.9027 |
79
+ | No log | 0.8358 | 56 | 0.8853 | 0.2063 | 0.8853 | 0.9409 |
80
+ | No log | 0.8657 | 58 | 0.9396 | 0.1514 | 0.9396 | 0.9693 |
81
+ | No log | 0.8955 | 60 | 0.9318 | 0.1558 | 0.9318 | 0.9653 |
82
+ | No log | 0.9254 | 62 | 0.9672 | 0.0401 | 0.9672 | 0.9835 |
83
+ | No log | 0.9552 | 64 | 1.0011 | -0.0373 | 1.0011 | 1.0005 |
84
+ | No log | 0.9851 | 66 | 0.8579 | 0.1581 | 0.8579 | 0.9262 |
85
+ | No log | 1.0149 | 68 | 0.8406 | 0.0502 | 0.8406 | 0.9168 |
86
+ | No log | 1.0448 | 70 | 0.8351 | 0.0513 | 0.8351 | 0.9138 |
87
+ | No log | 1.0746 | 72 | 0.8924 | 0.2214 | 0.8924 | 0.9447 |
88
+ | No log | 1.1045 | 74 | 1.0788 | 0.0713 | 1.0788 | 1.0387 |
89
+ | No log | 1.1343 | 76 | 0.9546 | 0.1626 | 0.9546 | 0.9770 |
90
+ | No log | 1.1642 | 78 | 1.0358 | 0.0856 | 1.0358 | 1.0178 |
91
+ | No log | 1.1940 | 80 | 1.1825 | 0.1399 | 1.1825 | 1.0874 |
92
+ | No log | 1.2239 | 82 | 0.9512 | 0.1455 | 0.9512 | 0.9753 |
93
+ | No log | 1.2537 | 84 | 1.2545 | 0.1259 | 1.2545 | 1.1201 |
94
+ | No log | 1.2836 | 86 | 1.0652 | 0.0312 | 1.0652 | 1.0321 |
95
+ | No log | 1.3134 | 88 | 1.0244 | 0.0552 | 1.0244 | 1.0121 |
96
+ | No log | 1.3433 | 90 | 1.1163 | 0.0673 | 1.1163 | 1.0566 |
97
+ | No log | 1.3731 | 92 | 1.1524 | 0.0468 | 1.1524 | 1.0735 |
98
+ | No log | 1.4030 | 94 | 0.7764 | 0.1139 | 0.7764 | 0.8811 |
99
+ | No log | 1.4328 | 96 | 1.0146 | 0.0873 | 1.0146 | 1.0073 |
100
+ | No log | 1.4627 | 98 | 0.8529 | 0.0917 | 0.8529 | 0.9236 |
101
+ | No log | 1.4925 | 100 | 1.0532 | 0.0169 | 1.0532 | 1.0262 |
102
+ | No log | 1.5224 | 102 | 1.2446 | 0.0824 | 1.2446 | 1.1156 |
103
+ | No log | 1.5522 | 104 | 0.8978 | 0.0469 | 0.8978 | 0.9475 |
104
+ | No log | 1.5821 | 106 | 1.2015 | -0.0218 | 1.2015 | 1.0961 |
105
+ | No log | 1.6119 | 108 | 1.0247 | 0.0233 | 1.0247 | 1.0123 |
106
+ | No log | 1.6418 | 110 | 0.9145 | 0.0962 | 0.9145 | 0.9563 |
107
+ | No log | 1.6716 | 112 | 1.5204 | 0.0389 | 1.5204 | 1.2331 |
108
+ | No log | 1.7015 | 114 | 1.2619 | 0.0044 | 1.2619 | 1.1234 |
109
+ | No log | 1.7313 | 116 | 0.8481 | -0.0442 | 0.8481 | 0.9209 |
110
+ | No log | 1.7612 | 118 | 0.7891 | -0.0425 | 0.7891 | 0.8883 |
111
+ | No log | 1.7910 | 120 | 1.0247 | 0.0260 | 1.0247 | 1.0123 |
112
+ | No log | 1.8209 | 122 | 0.8444 | 0.0609 | 0.8444 | 0.9189 |
113
+ | No log | 1.8507 | 124 | 0.6949 | 0.0454 | 0.6949 | 0.8336 |
114
+ | No log | 1.8806 | 126 | 0.9701 | 0.0205 | 0.9701 | 0.9850 |
115
+ | No log | 1.9104 | 128 | 1.1290 | 0.0247 | 1.1290 | 1.0626 |
116
+ | No log | 1.9403 | 130 | 0.9984 | 0.0885 | 0.9984 | 0.9992 |
117
+ | No log | 1.9701 | 132 | 1.0445 | 0.1602 | 1.0445 | 1.0220 |
118
+ | No log | 2.0 | 134 | 1.0743 | 0.1750 | 1.0743 | 1.0365 |
119
+ | No log | 2.0299 | 136 | 1.2683 | 0.0599 | 1.2683 | 1.1262 |
120
+ | No log | 2.0597 | 138 | 1.4399 | 0.1278 | 1.4399 | 1.1999 |
121
+ | No log | 2.0896 | 140 | 1.2112 | 0.0369 | 1.2112 | 1.1006 |
122
+ | No log | 2.1194 | 142 | 1.0215 | 0.0581 | 1.0215 | 1.0107 |
123
+ | No log | 2.1493 | 144 | 0.9641 | 0.1205 | 0.9641 | 0.9819 |
124
+ | No log | 2.1791 | 146 | 0.9218 | 0.1166 | 0.9218 | 0.9601 |
125
+ | No log | 2.2090 | 148 | 0.9888 | 0.0952 | 0.9888 | 0.9944 |
126
+ | No log | 2.2388 | 150 | 1.0082 | 0.0686 | 1.0082 | 1.0041 |
127
+ | No log | 2.2687 | 152 | 0.8678 | 0.1942 | 0.8678 | 0.9316 |
128
+ | No log | 2.2985 | 154 | 0.8768 | 0.0608 | 0.8768 | 0.9364 |
129
+ | No log | 2.3284 | 156 | 0.8512 | 0.2353 | 0.8512 | 0.9226 |
130
+ | No log | 2.3582 | 158 | 0.9543 | 0.0451 | 0.9543 | 0.9769 |
131
+ | No log | 2.3881 | 160 | 0.9323 | 0.0728 | 0.9323 | 0.9655 |
132
+ | No log | 2.4179 | 162 | 0.8620 | 0.1139 | 0.8620 | 0.9284 |
133
+ | No log | 2.4478 | 164 | 1.0708 | 0.0257 | 1.0708 | 1.0348 |
134
+ | No log | 2.4776 | 166 | 0.9858 | 0.0015 | 0.9858 | 0.9929 |
135
+ | No log | 2.5075 | 168 | 0.8949 | -0.0208 | 0.8949 | 0.9460 |
136
+ | No log | 2.5373 | 170 | 1.2252 | 0.0596 | 1.2252 | 1.1069 |
137
+ | No log | 2.5672 | 172 | 1.1456 | 0.0280 | 1.1456 | 1.0703 |
138
+ | No log | 2.5970 | 174 | 0.7914 | 0.0129 | 0.7914 | 0.8896 |
139
+ | No log | 2.6269 | 176 | 0.8917 | -0.0056 | 0.8917 | 0.9443 |
140
+ | No log | 2.6567 | 178 | 1.0285 | 0.0741 | 1.0285 | 1.0142 |
141
+ | No log | 2.6866 | 180 | 0.8255 | 0.0377 | 0.8255 | 0.9085 |
142
+ | No log | 2.7164 | 182 | 0.6914 | 0.0909 | 0.6914 | 0.8315 |
143
+ | No log | 2.7463 | 184 | 0.7408 | -0.0345 | 0.7408 | 0.8607 |
144
+ | No log | 2.7761 | 186 | 0.7369 | 0.0428 | 0.7369 | 0.8584 |
145
+ | No log | 2.8060 | 188 | 0.7818 | 0.0282 | 0.7818 | 0.8842 |
146
+ | No log | 2.8358 | 190 | 0.8498 | -0.0326 | 0.8498 | 0.9218 |
147
+ | No log | 2.8657 | 192 | 1.2512 | 0.0534 | 1.2512 | 1.1186 |
148
+ | No log | 2.8955 | 194 | 1.2237 | 0.0816 | 1.2237 | 1.1062 |
149
+ | No log | 2.9254 | 196 | 0.9238 | 0.0518 | 0.9238 | 0.9611 |
150
+ | No log | 2.9552 | 198 | 0.9313 | 0.0831 | 0.9313 | 0.9650 |
151
+ | No log | 2.9851 | 200 | 0.8786 | 0.0953 | 0.8786 | 0.9374 |
152
+ | No log | 3.0149 | 202 | 0.8186 | 0.1097 | 0.8186 | 0.9048 |
153
+ | No log | 3.0448 | 204 | 0.7695 | -0.0859 | 0.7695 | 0.8772 |
154
+ | No log | 3.0746 | 206 | 0.8565 | 0.0794 | 0.8565 | 0.9255 |
155
+ | No log | 3.1045 | 208 | 0.8327 | 0.0377 | 0.8327 | 0.9125 |
156
+ | No log | 3.1343 | 210 | 0.7467 | -0.0912 | 0.7467 | 0.8641 |
157
+ | No log | 3.1642 | 212 | 0.7985 | 0.0512 | 0.7985 | 0.8936 |
158
+ | No log | 3.1940 | 214 | 0.8127 | 0.0175 | 0.8127 | 0.9015 |
159
+ | No log | 3.2239 | 216 | 0.8582 | 0.0957 | 0.8582 | 0.9264 |
160
+ | No log | 3.2537 | 218 | 1.1063 | 0.0767 | 1.1063 | 1.0518 |
161
+ | No log | 3.2836 | 220 | 1.1935 | 0.0527 | 1.1935 | 1.0925 |
162
+ | No log | 3.3134 | 222 | 0.9986 | 0.0478 | 0.9986 | 0.9993 |
163
+ | No log | 3.3433 | 224 | 0.8547 | 0.1240 | 0.8547 | 0.9245 |
164
+ | No log | 3.3731 | 226 | 0.8250 | 0.1259 | 0.8250 | 0.9083 |
165
+ | No log | 3.4030 | 228 | 0.8184 | 0.0866 | 0.8184 | 0.9047 |
166
+ | No log | 3.4328 | 230 | 0.7949 | 0.0757 | 0.7949 | 0.8916 |
167
+ | No log | 3.4627 | 232 | 0.7716 | 0.0257 | 0.7716 | 0.8784 |
168
+ | No log | 3.4925 | 234 | 0.7345 | 0.0922 | 0.7345 | 0.8570 |
169
+ | No log | 3.5224 | 236 | 0.7565 | 0.0148 | 0.7565 | 0.8698 |
170
+ | No log | 3.5522 | 238 | 0.7195 | -0.0571 | 0.7195 | 0.8482 |
171
+ | No log | 3.5821 | 240 | 0.7053 | 0.1902 | 0.7053 | 0.8398 |
172
+ | No log | 3.6119 | 242 | 0.7550 | 0.1097 | 0.7550 | 0.8689 |
173
+ | No log | 3.6418 | 244 | 0.8190 | 0.0953 | 0.8190 | 0.9050 |
174
+ | No log | 3.6716 | 246 | 0.7755 | 0.0303 | 0.7755 | 0.8806 |
175
+ | No log | 3.7015 | 248 | 0.7841 | -0.0550 | 0.7841 | 0.8855 |
176
+ | No log | 3.7313 | 250 | 0.7891 | -0.0029 | 0.7891 | 0.8883 |
177
+ | No log | 3.7612 | 252 | 0.8234 | 0.0200 | 0.8234 | 0.9074 |
178
+ | No log | 3.7910 | 254 | 0.8213 | 0.0606 | 0.8213 | 0.9062 |
179
+ | No log | 3.8209 | 256 | 0.8377 | 0.0952 | 0.8377 | 0.9152 |
180
+ | No log | 3.8507 | 258 | 0.8893 | 0.0365 | 0.8893 | 0.9430 |
181
+ | No log | 3.8806 | 260 | 0.9969 | -0.0410 | 0.9969 | 0.9984 |
182
+ | No log | 3.9104 | 262 | 1.0098 | -0.0449 | 1.0098 | 1.0049 |
183
+ | No log | 3.9403 | 264 | 0.8702 | 0.0657 | 0.8702 | 0.9328 |
184
+ | No log | 3.9701 | 266 | 0.9392 | 0.0348 | 0.9392 | 0.9691 |
185
+ | No log | 4.0 | 268 | 0.9810 | 0.0320 | 0.9810 | 0.9904 |
186
+ | No log | 4.0299 | 270 | 0.8458 | 0.1529 | 0.8458 | 0.9197 |
187
+ | No log | 4.0597 | 272 | 0.9461 | -0.0545 | 0.9461 | 0.9727 |
188
+ | No log | 4.0896 | 274 | 1.0053 | -0.0802 | 1.0053 | 1.0026 |
189
+ | No log | 4.1194 | 276 | 0.8753 | -0.0424 | 0.8753 | 0.9356 |
190
+ | No log | 4.1493 | 278 | 0.8133 | 0.0535 | 0.8133 | 0.9019 |
191
+ | No log | 4.1791 | 280 | 0.8083 | 0.1561 | 0.8083 | 0.8991 |
192
+ | No log | 4.2090 | 282 | 0.8577 | 0.0514 | 0.8577 | 0.9261 |
193
+ | No log | 4.2388 | 284 | 0.9033 | 0.0301 | 0.9033 | 0.9504 |
194
+ | No log | 4.2687 | 286 | 0.8663 | 0.0185 | 0.8663 | 0.9308 |
195
+ | No log | 4.2985 | 288 | 0.8154 | 0.1138 | 0.8154 | 0.9030 |
196
+ | No log | 4.3284 | 290 | 0.7972 | 0.0893 | 0.7972 | 0.8929 |
197
+ | No log | 4.3582 | 292 | 0.7783 | 0.1674 | 0.7783 | 0.8822 |
198
+ | No log | 4.3881 | 294 | 0.8570 | 0.1379 | 0.8570 | 0.9257 |
199
+ | No log | 4.4179 | 296 | 1.0915 | 0.0762 | 1.0915 | 1.0448 |
200
+ | No log | 4.4478 | 298 | 1.0041 | 0.0725 | 1.0041 | 1.0020 |
201
+ | No log | 4.4776 | 300 | 0.8450 | 0.1132 | 0.8450 | 0.9192 |
202
+ | No log | 4.5075 | 302 | 0.9243 | -0.0056 | 0.9243 | 0.9614 |
203
+ | No log | 4.5373 | 304 | 0.9198 | -0.0056 | 0.9198 | 0.9590 |
204
+ | No log | 4.5672 | 306 | 0.7944 | 0.1903 | 0.7944 | 0.8913 |
205
+ | No log | 4.5970 | 308 | 1.0276 | 0.0767 | 1.0276 | 1.0137 |
206
+ | No log | 4.6269 | 310 | 1.2167 | 0.1393 | 1.2167 | 1.1030 |
207
+ | No log | 4.6567 | 312 | 1.0396 | 0.0848 | 1.0396 | 1.0196 |
208
+ | No log | 4.6866 | 314 | 0.7510 | 0.1803 | 0.7510 | 0.8666 |
209
+ | No log | 4.7164 | 316 | 0.8147 | 0.0999 | 0.8147 | 0.9026 |
210
+ | No log | 4.7463 | 318 | 0.9215 | 0.0333 | 0.9215 | 0.9600 |
211
+ | No log | 4.7761 | 320 | 0.8512 | 0.0999 | 0.8512 | 0.9226 |
212
+ | No log | 4.8060 | 322 | 0.7798 | 0.1277 | 0.7798 | 0.8831 |
213
+ | No log | 4.8358 | 324 | 0.9021 | 0.0366 | 0.9021 | 0.9498 |
214
+ | No log | 4.8657 | 326 | 0.8910 | 0.0665 | 0.8910 | 0.9439 |
215
+ | No log | 4.8955 | 328 | 0.7732 | 0.1702 | 0.7732 | 0.8793 |
216
+ | No log | 4.9254 | 330 | 0.7585 | 0.1722 | 0.7585 | 0.8709 |
217
+ | No log | 4.9552 | 332 | 0.7458 | 0.2181 | 0.7458 | 0.8636 |
218
+ | No log | 4.9851 | 334 | 0.7379 | 0.1387 | 0.7379 | 0.8590 |
219
+ | No log | 5.0149 | 336 | 0.7407 | 0.1379 | 0.7407 | 0.8606 |
220
+ | No log | 5.0448 | 338 | 0.7654 | 0.1786 | 0.7654 | 0.8749 |
221
+ | No log | 5.0746 | 340 | 0.8203 | 0.1309 | 0.8203 | 0.9057 |
222
+ | No log | 5.1045 | 342 | 0.8434 | 0.1684 | 0.8434 | 0.9184 |
223
+ | No log | 5.1343 | 344 | 0.7879 | 0.0590 | 0.7879 | 0.8877 |
224
+ | No log | 5.1642 | 346 | 0.7612 | 0.1148 | 0.7612 | 0.8725 |
225
+ | No log | 5.1940 | 348 | 0.8101 | 0.0909 | 0.8101 | 0.9001 |
226
+ | No log | 5.2239 | 350 | 0.7111 | 0.1691 | 0.7111 | 0.8432 |
227
+ | No log | 5.2537 | 352 | 0.7555 | 0.0135 | 0.7555 | 0.8692 |
228
+ | No log | 5.2836 | 354 | 0.7627 | -0.0705 | 0.7627 | 0.8733 |
229
+ | No log | 5.3134 | 356 | 0.6918 | 0.0863 | 0.6918 | 0.8318 |
230
+ | No log | 5.3433 | 358 | 0.7236 | 0.1965 | 0.7236 | 0.8506 |
231
+ | No log | 5.3731 | 360 | 0.7637 | 0.1899 | 0.7637 | 0.8739 |
232
+ | No log | 5.4030 | 362 | 0.7278 | 0.2180 | 0.7278 | 0.8531 |
233
+ | No log | 5.4328 | 364 | 0.8299 | 0.0265 | 0.8299 | 0.9110 |
234
+ | No log | 5.4627 | 366 | 0.8922 | 0.0404 | 0.8922 | 0.9446 |
235
+ | No log | 5.4925 | 368 | 0.7777 | 0.0535 | 0.7777 | 0.8819 |
236
+ | No log | 5.5224 | 370 | 0.7105 | 0.1758 | 0.7105 | 0.8429 |
237
+ | No log | 5.5522 | 372 | 0.6954 | 0.0814 | 0.6954 | 0.8339 |
238
+ | No log | 5.5821 | 374 | 0.6868 | 0.0814 | 0.6868 | 0.8287 |
239
+ | No log | 5.6119 | 376 | 0.7016 | 0.1318 | 0.7016 | 0.8376 |
240
+ | No log | 5.6418 | 378 | 0.7482 | 0.1675 | 0.7482 | 0.8650 |
241
+ | No log | 5.6716 | 380 | 0.7766 | 0.1689 | 0.7766 | 0.8812 |
242
+ | No log | 5.7015 | 382 | 0.8751 | 0.0900 | 0.8751 | 0.9355 |
243
+ | No log | 5.7313 | 384 | 0.8996 | 0.0606 | 0.8996 | 0.9485 |
244
+ | No log | 5.7612 | 386 | 0.8329 | 0.0569 | 0.8329 | 0.9126 |
245
+ | No log | 5.7910 | 388 | 0.7786 | 0.0441 | 0.7786 | 0.8824 |
246
+ | No log | 5.8209 | 390 | 0.7693 | 0.1758 | 0.7693 | 0.8771 |
247
+ | No log | 5.8507 | 392 | 0.7980 | 0.1449 | 0.7980 | 0.8933 |
248
+ | No log | 5.8806 | 394 | 0.7453 | 0.2180 | 0.7453 | 0.8633 |
249
+ | No log | 5.9104 | 396 | 0.7250 | 0.0863 | 0.7250 | 0.8515 |
250
+ | No log | 5.9403 | 398 | 0.7704 | 0.0 | 0.7704 | 0.8777 |
251
+ | No log | 5.9701 | 400 | 0.7703 | -0.0027 | 0.7703 | 0.8777 |
252
+ | No log | 6.0 | 402 | 0.7771 | 0.1758 | 0.7771 | 0.8815 |
253
+ | No log | 6.0299 | 404 | 0.8415 | 0.0909 | 0.8415 | 0.9173 |
254
+ | No log | 6.0597 | 406 | 0.8889 | 0.0748 | 0.8889 | 0.9428 |
255
+ | No log | 6.0896 | 408 | 0.9832 | 0.0465 | 0.9832 | 0.9916 |
256
+ | No log | 6.1194 | 410 | 0.8827 | 0.1239 | 0.8827 | 0.9395 |
257
+ | No log | 6.1493 | 412 | 0.7942 | 0.0861 | 0.7942 | 0.8912 |
258
+ | No log | 6.1791 | 414 | 0.9237 | 0.0403 | 0.9237 | 0.9611 |
259
+ | No log | 6.2090 | 416 | 0.9098 | 0.0121 | 0.9098 | 0.9539 |
260
+ | No log | 6.2388 | 418 | 0.7911 | 0.0628 | 0.7911 | 0.8894 |
261
+ | No log | 6.2687 | 420 | 0.7236 | 0.0338 | 0.7236 | 0.8506 |
262
+ | No log | 6.2985 | 422 | 0.7199 | 0.1254 | 0.7199 | 0.8485 |
263
+ | No log | 6.3284 | 424 | 0.7428 | 0.1244 | 0.7428 | 0.8619 |
264
+ | No log | 6.3582 | 426 | 0.8215 | 0.0879 | 0.8215 | 0.9064 |
265
+ | No log | 6.3881 | 428 | 0.8630 | -0.0161 | 0.8630 | 0.9290 |
266
+ | No log | 6.4179 | 430 | 0.8418 | 0.1215 | 0.8418 | 0.9175 |
267
+ | No log | 6.4478 | 432 | 0.8468 | 0.2572 | 0.8468 | 0.9202 |
268
+ | No log | 6.4776 | 434 | 0.8745 | 0.0888 | 0.8745 | 0.9352 |
269
+ | No log | 6.5075 | 436 | 0.8021 | 0.1675 | 0.8021 | 0.8956 |
270
+ | No log | 6.5373 | 438 | 0.7691 | 0.1254 | 0.7691 | 0.8770 |
271
+ | No log | 6.5672 | 440 | 0.7576 | 0.1292 | 0.7576 | 0.8704 |
272
+ | No log | 6.5970 | 442 | 0.7963 | 0.0991 | 0.7963 | 0.8924 |
273
+ | No log | 6.6269 | 444 | 0.8156 | 0.0291 | 0.8156 | 0.9031 |
274
+ | No log | 6.6567 | 446 | 0.7628 | -0.0387 | 0.7628 | 0.8734 |
275
+ | No log | 6.6866 | 448 | 0.7003 | 0.0909 | 0.7003 | 0.8368 |
276
+ | No log | 6.7164 | 450 | 0.6962 | 0.0857 | 0.6962 | 0.8344 |
277
+ | No log | 6.7463 | 452 | 0.7435 | 0.0922 | 0.7435 | 0.8623 |
278
+ | No log | 6.7761 | 454 | 0.8124 | 0.0580 | 0.8124 | 0.9014 |
279
+ | No log | 6.8060 | 456 | 0.7877 | 0.0455 | 0.7877 | 0.8875 |
280
+ | No log | 6.8358 | 458 | 0.7704 | 0.0723 | 0.7704 | 0.8777 |
281
+ | No log | 6.8657 | 460 | 0.8106 | 0.1342 | 0.8106 | 0.9003 |
282
+ | No log | 6.8955 | 462 | 0.7737 | 0.1047 | 0.7737 | 0.8796 |
283
+ | No log | 6.9254 | 464 | 0.7489 | 0.0814 | 0.7489 | 0.8654 |
284
+ | No log | 6.9552 | 466 | 0.7863 | -0.0389 | 0.7863 | 0.8867 |
285
+ | No log | 6.9851 | 468 | 0.7859 | -0.0389 | 0.7859 | 0.8865 |
286
+ | No log | 7.0149 | 470 | 0.7716 | 0.0869 | 0.7716 | 0.8784 |
287
+ | No log | 7.0448 | 472 | 0.8161 | 0.1449 | 0.8161 | 0.9034 |
288
+ | No log | 7.0746 | 474 | 0.8140 | 0.1096 | 0.8140 | 0.9022 |
289
+ | No log | 7.1045 | 476 | 0.8587 | 0.0203 | 0.8587 | 0.9267 |
290
+ | No log | 7.1343 | 478 | 0.9440 | 0.0025 | 0.9440 | 0.9716 |
291
+ | No log | 7.1642 | 480 | 0.9617 | 0.0078 | 0.9617 | 0.9807 |
292
+ | No log | 7.1940 | 482 | 0.8392 | 0.0196 | 0.8392 | 0.9161 |
293
+ | No log | 7.2239 | 484 | 0.7746 | 0.1254 | 0.7746 | 0.8801 |
294
+ | No log | 7.2537 | 486 | 0.7945 | 0.0588 | 0.7945 | 0.8914 |
295
+ | No log | 7.2836 | 488 | 0.8030 | 0.0588 | 0.8030 | 0.8961 |
296
+ | No log | 7.3134 | 490 | 0.8027 | -0.0462 | 0.8027 | 0.8959 |
297
+ | No log | 7.3433 | 492 | 0.8253 | 0.1294 | 0.8253 | 0.9085 |
298
+ | No log | 7.3731 | 494 | 0.8031 | 0.0074 | 0.8031 | 0.8962 |
299
+ | No log | 7.4030 | 496 | 0.7567 | 0.0863 | 0.7567 | 0.8699 |
300
+ | No log | 7.4328 | 498 | 0.7661 | 0.0670 | 0.7661 | 0.8753 |
301
+ | 0.3253 | 7.4627 | 500 | 0.8146 | 0.0953 | 0.8146 | 0.9026 |
302
+ | 0.3253 | 7.4925 | 502 | 0.8101 | 0.0588 | 0.8101 | 0.9000 |
303
+ | 0.3253 | 7.5224 | 504 | 0.8173 | 0.0 | 0.8173 | 0.9041 |
304
+ | 0.3253 | 7.5522 | 506 | 0.8406 | 0.0526 | 0.8406 | 0.9169 |
305
+ | 0.3253 | 7.5821 | 508 | 0.8108 | -0.0391 | 0.8108 | 0.9004 |
306
+ | 0.3253 | 7.6119 | 510 | 0.8048 | -0.0462 | 0.8048 | 0.8971 |
307
 
308
 
309
  ### Framework versions