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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k9_task7_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k8_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_run2_AugV5_k8_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: 0.5840
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- - Qwk: 0.3524
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- - Mse: 0.5840
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- - Rmse: 0.7642
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  ## Model description
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@@ -49,266 +49,283 @@ 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 | 0.0476 | 2 | 2.8360 | -0.0627 | 2.8360 | 1.6841 |
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- | No log | 0.0952 | 4 | 1.6383 | 0.0261 | 1.6383 | 1.2800 |
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- | No log | 0.1429 | 6 | 1.2038 | -0.1514 | 1.2038 | 1.0972 |
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- | No log | 0.1905 | 8 | 0.9158 | 0.0968 | 0.9158 | 0.9570 |
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- | No log | 0.2381 | 10 | 0.9623 | 0.1332 | 0.9623 | 0.9810 |
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- | No log | 0.2857 | 12 | 0.8605 | 0.1007 | 0.8605 | 0.9276 |
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- | No log | 0.3333 | 14 | 0.8787 | 0.0717 | 0.8787 | 0.9374 |
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- | No log | 0.3810 | 16 | 0.8975 | -0.0079 | 0.8975 | 0.9473 |
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- | No log | 0.4286 | 18 | 0.8247 | 0.0393 | 0.8247 | 0.9081 |
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- | No log | 0.4762 | 20 | 0.7550 | 0.0027 | 0.7550 | 0.8689 |
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- | No log | 0.5238 | 22 | 0.7564 | 0.0495 | 0.7564 | 0.8697 |
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- | No log | 0.5714 | 24 | 0.7249 | 0.0 | 0.7249 | 0.8514 |
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- | No log | 0.6190 | 26 | 0.8592 | 0.1766 | 0.8592 | 0.9270 |
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- | No log | 0.6667 | 28 | 0.9644 | 0.2012 | 0.9644 | 0.9821 |
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- | No log | 0.7143 | 30 | 1.1450 | 0.1501 | 1.1450 | 1.0700 |
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- | No log | 0.7619 | 32 | 1.1038 | 0.1542 | 1.1038 | 1.0506 |
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- | No log | 0.8095 | 34 | 0.9923 | 0.2012 | 0.9923 | 0.9961 |
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- | No log | 0.8571 | 36 | 0.9557 | 0.0448 | 0.9557 | 0.9776 |
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- | No log | 0.9048 | 38 | 0.9692 | 0.0851 | 0.9692 | 0.9845 |
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- | No log | 0.9524 | 40 | 1.0380 | 0.0584 | 1.0380 | 1.0188 |
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- | No log | 1.0 | 42 | 1.0891 | 0.1264 | 1.0891 | 1.0436 |
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- | No log | 1.0476 | 44 | 1.0669 | 0.1362 | 1.0669 | 1.0329 |
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- | No log | 1.0952 | 46 | 1.0229 | 0.1718 | 1.0229 | 1.0114 |
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- | No log | 1.1429 | 48 | 0.9118 | 0.1504 | 0.9118 | 0.9549 |
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- | No log | 1.1905 | 50 | 0.8214 | -0.0127 | 0.8214 | 0.9063 |
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- | No log | 1.2381 | 52 | 0.8166 | -0.0483 | 0.8166 | 0.9037 |
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- | No log | 1.2857 | 54 | 0.8501 | 0.0208 | 0.8501 | 0.9220 |
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- | No log | 1.3333 | 56 | 0.8582 | 0.1050 | 0.8582 | 0.9264 |
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- | No log | 1.3810 | 58 | 0.8269 | 0.1850 | 0.8269 | 0.9093 |
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- | No log | 1.4286 | 60 | 0.8017 | 0.1633 | 0.8017 | 0.8954 |
82
- | No log | 1.4762 | 62 | 0.8080 | 0.1700 | 0.8080 | 0.8989 |
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- | No log | 1.5238 | 64 | 0.7868 | 0.1310 | 0.7868 | 0.8870 |
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- | No log | 1.5714 | 66 | 0.7587 | 0.1479 | 0.7587 | 0.8710 |
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- | No log | 1.6190 | 68 | 0.7754 | 0.1353 | 0.7754 | 0.8805 |
86
- | No log | 1.6667 | 70 | 0.8520 | 0.1550 | 0.8520 | 0.9230 |
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- | No log | 1.7143 | 72 | 0.9532 | 0.1293 | 0.9532 | 0.9763 |
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- | No log | 1.7619 | 74 | 1.0015 | 0.2702 | 1.0015 | 1.0007 |
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- | No log | 1.8095 | 76 | 1.1290 | 0.2443 | 1.1290 | 1.0625 |
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- | No log | 1.8571 | 78 | 1.4203 | 0.2810 | 1.4203 | 1.1918 |
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- | No log | 1.9048 | 80 | 1.3892 | 0.2601 | 1.3892 | 1.1786 |
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- | No log | 1.9524 | 82 | 0.9387 | 0.3280 | 0.9387 | 0.9689 |
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- | No log | 2.0 | 84 | 0.8713 | 0.2328 | 0.8713 | 0.9334 |
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- | No log | 2.0476 | 86 | 0.8464 | 0.2045 | 0.8464 | 0.9200 |
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- | No log | 2.0952 | 88 | 0.8686 | 0.1850 | 0.8686 | 0.9320 |
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- | No log | 2.1429 | 90 | 0.8289 | 0.1347 | 0.8289 | 0.9105 |
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- | No log | 2.1905 | 92 | 0.8693 | 0.2516 | 0.8693 | 0.9324 |
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- | No log | 2.2381 | 94 | 0.9231 | 0.1846 | 0.9231 | 0.9608 |
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- | No log | 2.2857 | 96 | 0.8946 | 0.2777 | 0.8946 | 0.9458 |
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- | No log | 2.3333 | 98 | 0.9172 | 0.2291 | 0.9172 | 0.9577 |
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- | No log | 2.3810 | 100 | 0.9208 | 0.2221 | 0.9208 | 0.9596 |
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- | No log | 2.4286 | 102 | 0.9154 | 0.2888 | 0.9154 | 0.9568 |
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- | No log | 2.4762 | 104 | 0.9202 | 0.2555 | 0.9202 | 0.9593 |
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- | No log | 2.5238 | 106 | 0.9269 | 0.2201 | 0.9269 | 0.9627 |
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- | No log | 2.5714 | 108 | 0.8702 | 0.2528 | 0.8702 | 0.9329 |
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- | No log | 2.6190 | 110 | 0.8127 | 0.3161 | 0.8127 | 0.9015 |
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- | No log | 2.6667 | 112 | 0.8233 | 0.2400 | 0.8233 | 0.9073 |
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- | No log | 2.7143 | 114 | 0.8911 | 0.2605 | 0.8911 | 0.9440 |
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- | No log | 2.7619 | 116 | 0.8922 | 0.2140 | 0.8922 | 0.9446 |
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- | No log | 2.8095 | 118 | 0.8934 | 0.1773 | 0.8934 | 0.9452 |
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- | No log | 2.8571 | 120 | 0.8713 | 0.0787 | 0.8713 | 0.9334 |
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- | No log | 2.9048 | 122 | 0.8995 | 0.1103 | 0.8995 | 0.9484 |
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- | No log | 2.9524 | 124 | 0.9379 | 0.1362 | 0.9379 | 0.9685 |
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- | No log | 3.0 | 126 | 0.9176 | 0.1683 | 0.9176 | 0.9579 |
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- | No log | 3.0476 | 128 | 0.8777 | 0.1260 | 0.8777 | 0.9369 |
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- | No log | 3.0952 | 130 | 0.8467 | 0.1009 | 0.8467 | 0.9201 |
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- | No log | 3.1429 | 132 | 0.8517 | 0.1303 | 0.8517 | 0.9229 |
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- | No log | 3.1905 | 134 | 0.9440 | 0.1403 | 0.9440 | 0.9716 |
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- | No log | 3.2381 | 136 | 1.0252 | 0.1623 | 1.0252 | 1.0125 |
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- | No log | 3.2857 | 138 | 1.0165 | 0.2220 | 1.0165 | 1.0082 |
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- | No log | 3.3333 | 140 | 0.9558 | 0.2328 | 0.9558 | 0.9777 |
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- | No log | 3.3810 | 142 | 0.9678 | 0.2328 | 0.9678 | 0.9838 |
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- | No log | 3.4286 | 144 | 0.9745 | 0.1534 | 0.9745 | 0.9872 |
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- | No log | 3.4762 | 146 | 0.9714 | 0.2387 | 0.9714 | 0.9856 |
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- | No log | 3.5238 | 148 | 0.9398 | 0.2754 | 0.9398 | 0.9694 |
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- | No log | 3.5714 | 150 | 0.9437 | 0.2832 | 0.9437 | 0.9714 |
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- | No log | 3.6190 | 152 | 0.9002 | 0.2547 | 0.9002 | 0.9488 |
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- | No log | 3.6667 | 154 | 0.8907 | 0.2547 | 0.8907 | 0.9438 |
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- | No log | 3.7143 | 156 | 0.9227 | 0.3417 | 0.9227 | 0.9606 |
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- | No log | 3.7619 | 158 | 0.8940 | 0.1694 | 0.8940 | 0.9455 |
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- | No log | 3.8095 | 160 | 0.9198 | 0.1403 | 0.9198 | 0.9591 |
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- | No log | 3.8571 | 162 | 0.9420 | 0.1640 | 0.9420 | 0.9706 |
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- | No log | 3.9048 | 164 | 0.9917 | 0.2912 | 0.9917 | 0.9958 |
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- | No log | 3.9524 | 166 | 1.0126 | 0.2294 | 1.0126 | 1.0063 |
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- | No log | 4.0 | 168 | 0.9348 | 0.2669 | 0.9348 | 0.9669 |
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- | No log | 4.0476 | 170 | 0.8756 | 0.1213 | 0.8756 | 0.9357 |
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- | No log | 4.0952 | 172 | 0.8633 | 0.1733 | 0.8633 | 0.9291 |
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- | No log | 4.1429 | 174 | 0.8497 | 0.1331 | 0.8497 | 0.9218 |
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- | No log | 4.1905 | 176 | 0.8471 | 0.1219 | 0.8471 | 0.9204 |
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- | No log | 4.2381 | 178 | 0.8845 | 0.2183 | 0.8845 | 0.9405 |
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- | No log | 4.2857 | 180 | 0.9553 | 0.3183 | 0.9553 | 0.9774 |
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- | No log | 4.3333 | 182 | 0.9164 | 0.2751 | 0.9164 | 0.9573 |
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- | No log | 4.3810 | 184 | 0.8172 | 0.2440 | 0.8172 | 0.9040 |
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- | No log | 4.4286 | 186 | 0.7147 | 0.1918 | 0.7147 | 0.8454 |
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- | No log | 4.4762 | 188 | 0.7236 | 0.2227 | 0.7236 | 0.8507 |
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- | No log | 4.5238 | 190 | 0.7713 | 0.2383 | 0.7713 | 0.8782 |
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- | No log | 4.5714 | 192 | 0.9549 | 0.3417 | 0.9549 | 0.9772 |
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- | No log | 4.6190 | 194 | 1.0363 | 0.2578 | 1.0363 | 1.0180 |
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- | No log | 4.6667 | 196 | 0.9384 | 0.3012 | 0.9384 | 0.9687 |
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- | No log | 4.7143 | 198 | 0.7913 | 0.2691 | 0.7913 | 0.8895 |
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- | No log | 4.7619 | 200 | 0.7156 | 0.2043 | 0.7156 | 0.8459 |
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- | No log | 4.8095 | 202 | 0.7091 | 0.2043 | 0.7091 | 0.8421 |
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- | No log | 4.8571 | 204 | 0.7469 | 0.2389 | 0.7469 | 0.8642 |
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- | No log | 4.9048 | 206 | 0.8214 | 0.3544 | 0.8214 | 0.9063 |
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- | No log | 4.9524 | 208 | 0.8407 | 0.3909 | 0.8407 | 0.9169 |
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- | No log | 5.0 | 210 | 0.8227 | 0.3909 | 0.8227 | 0.9070 |
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- | No log | 5.0476 | 212 | 0.7761 | 0.3525 | 0.7761 | 0.8810 |
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- | No log | 5.0952 | 214 | 0.7804 | 0.1331 | 0.7804 | 0.8834 |
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- | No log | 5.1429 | 216 | 0.7907 | 0.1289 | 0.7907 | 0.8892 |
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- | No log | 5.1905 | 218 | 0.7938 | 0.2526 | 0.7938 | 0.8910 |
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- | No log | 5.2381 | 220 | 0.7920 | 0.2577 | 0.7920 | 0.8899 |
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- | No log | 5.2857 | 222 | 0.7873 | 0.2577 | 0.7873 | 0.8873 |
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- | No log | 5.3333 | 224 | 0.8002 | 0.2577 | 0.8002 | 0.8945 |
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- | No log | 5.3810 | 226 | 0.8206 | 0.3393 | 0.8206 | 0.9059 |
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- | No log | 5.4286 | 228 | 0.8058 | 0.2835 | 0.8058 | 0.8976 |
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- | No log | 5.4762 | 230 | 0.8114 | 0.2835 | 0.8114 | 0.9008 |
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- | No log | 5.5238 | 232 | 0.7921 | 0.2109 | 0.7921 | 0.8900 |
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- | No log | 5.5714 | 234 | 0.7738 | 0.1367 | 0.7738 | 0.8796 |
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- | No log | 5.6190 | 236 | 0.7900 | 0.1741 | 0.7900 | 0.8888 |
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- | No log | 5.6667 | 238 | 0.7683 | 0.1803 | 0.7683 | 0.8765 |
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- | No log | 5.7143 | 240 | 0.7361 | 0.2746 | 0.7361 | 0.8580 |
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- | No log | 5.7619 | 242 | 0.7626 | 0.3085 | 0.7626 | 0.8733 |
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- | No log | 5.8095 | 244 | 0.8650 | 0.3889 | 0.8650 | 0.9301 |
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- | No log | 5.8571 | 246 | 0.8537 | 0.3909 | 0.8537 | 0.9239 |
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- | No log | 5.9048 | 248 | 0.7644 | 0.3798 | 0.7644 | 0.8743 |
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- | No log | 5.9524 | 250 | 0.6858 | 0.3569 | 0.6858 | 0.8281 |
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- | No log | 6.0 | 252 | 0.6763 | 0.3569 | 0.6763 | 0.8223 |
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- | No log | 6.0476 | 254 | 0.6661 | 0.3355 | 0.6661 | 0.8161 |
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- | No log | 6.0952 | 256 | 0.7016 | 0.3131 | 0.7016 | 0.8376 |
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- | No log | 6.1429 | 258 | 0.7766 | 0.3562 | 0.7766 | 0.8813 |
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- | No log | 6.1905 | 260 | 0.7546 | 0.3699 | 0.7546 | 0.8687 |
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- | No log | 6.2381 | 262 | 0.7220 | 0.2440 | 0.7220 | 0.8497 |
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- | No log | 6.2857 | 264 | 0.7747 | 0.3384 | 0.7747 | 0.8802 |
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- | No log | 6.3333 | 266 | 0.7792 | 0.3450 | 0.7792 | 0.8827 |
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- | No log | 6.3810 | 268 | 0.7122 | 0.2817 | 0.7122 | 0.8439 |
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- | No log | 6.4286 | 270 | 0.7049 | 0.3060 | 0.7049 | 0.8396 |
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- | No log | 6.4762 | 272 | 0.7197 | 0.3918 | 0.7197 | 0.8483 |
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- | No log | 6.5238 | 274 | 0.7403 | 0.4072 | 0.7403 | 0.8604 |
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- | No log | 6.5714 | 276 | 0.7387 | 0.4072 | 0.7387 | 0.8595 |
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- | No log | 6.6190 | 278 | 0.6772 | 0.3985 | 0.6772 | 0.8229 |
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- | No log | 6.6667 | 280 | 0.6093 | 0.4206 | 0.6093 | 0.7806 |
192
- | No log | 6.7143 | 282 | 0.6078 | 0.3837 | 0.6078 | 0.7796 |
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- | No log | 6.7619 | 284 | 0.6442 | 0.3841 | 0.6442 | 0.8026 |
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- | No log | 6.8095 | 286 | 0.7361 | 0.4023 | 0.7361 | 0.8579 |
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- | No log | 6.8571 | 288 | 0.6914 | 0.3866 | 0.6914 | 0.8315 |
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- | No log | 6.9048 | 290 | 0.6334 | 0.3788 | 0.6334 | 0.7959 |
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- | No log | 6.9524 | 292 | 0.6535 | 0.3498 | 0.6535 | 0.8084 |
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- | No log | 7.0 | 294 | 0.7721 | 0.4243 | 0.7721 | 0.8787 |
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- | No log | 7.0476 | 296 | 0.8117 | 0.4243 | 0.8117 | 0.9009 |
200
- | No log | 7.0952 | 298 | 0.7343 | 0.4522 | 0.7343 | 0.8569 |
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- | No log | 7.1429 | 300 | 0.6608 | 0.3224 | 0.6608 | 0.8129 |
202
- | No log | 7.1905 | 302 | 0.6725 | 0.3498 | 0.6725 | 0.8201 |
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- | No log | 7.2381 | 304 | 0.7414 | 0.3746 | 0.7414 | 0.8610 |
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- | No log | 7.2857 | 306 | 0.9149 | 0.3521 | 0.9149 | 0.9565 |
205
- | No log | 7.3333 | 308 | 0.9353 | 0.3012 | 0.9353 | 0.9671 |
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- | No log | 7.3810 | 310 | 0.8170 | 0.3653 | 0.8170 | 0.9039 |
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- | No log | 7.4286 | 312 | 0.7363 | 0.3088 | 0.7363 | 0.8581 |
208
- | No log | 7.4762 | 314 | 0.7426 | 0.3088 | 0.7426 | 0.8617 |
209
- | No log | 7.5238 | 316 | 0.7760 | 0.3368 | 0.7760 | 0.8809 |
210
- | No log | 7.5714 | 318 | 0.7436 | 0.3209 | 0.7436 | 0.8623 |
211
- | No log | 7.6190 | 320 | 0.7220 | 0.3352 | 0.7220 | 0.8497 |
212
- | No log | 7.6667 | 322 | 0.7385 | 0.2958 | 0.7385 | 0.8593 |
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- | No log | 7.7143 | 324 | 0.7569 | 0.3225 | 0.7569 | 0.8700 |
214
- | No log | 7.7619 | 326 | 0.7665 | 0.2973 | 0.7665 | 0.8755 |
215
- | No log | 7.8095 | 328 | 0.7640 | 0.2973 | 0.7640 | 0.8741 |
216
- | No log | 7.8571 | 330 | 0.7742 | 0.1356 | 0.7742 | 0.8799 |
217
- | No log | 7.9048 | 332 | 0.7654 | 0.2519 | 0.7654 | 0.8748 |
218
- | No log | 7.9524 | 334 | 0.7392 | 0.2138 | 0.7392 | 0.8598 |
219
- | No log | 8.0 | 336 | 0.7196 | 0.2484 | 0.7196 | 0.8483 |
220
- | No log | 8.0476 | 338 | 0.7011 | 0.2715 | 0.7011 | 0.8373 |
221
- | No log | 8.0952 | 340 | 0.6938 | 0.3235 | 0.6938 | 0.8329 |
222
- | No log | 8.1429 | 342 | 0.7145 | 0.3183 | 0.7145 | 0.8453 |
223
- | No log | 8.1905 | 344 | 0.7003 | 0.3221 | 0.7003 | 0.8368 |
224
- | No log | 8.2381 | 346 | 0.6726 | 0.3498 | 0.6726 | 0.8201 |
225
- | No log | 8.2857 | 348 | 0.6946 | 0.3590 | 0.6946 | 0.8334 |
226
- | No log | 8.3333 | 350 | 0.6799 | 0.2943 | 0.6799 | 0.8246 |
227
- | No log | 8.3810 | 352 | 0.6958 | 0.3942 | 0.6958 | 0.8341 |
228
- | No log | 8.4286 | 354 | 0.7004 | 0.3662 | 0.7004 | 0.8369 |
229
- | No log | 8.4762 | 356 | 0.6541 | 0.2943 | 0.6541 | 0.8088 |
230
- | No log | 8.5238 | 358 | 0.6378 | 0.2936 | 0.6378 | 0.7986 |
231
- | No log | 8.5714 | 360 | 0.6206 | 0.3651 | 0.6206 | 0.7878 |
232
- | No log | 8.6190 | 362 | 0.6353 | 0.3399 | 0.6353 | 0.7970 |
233
- | No log | 8.6667 | 364 | 0.6698 | 0.4197 | 0.6698 | 0.8184 |
234
- | No log | 8.7143 | 366 | 0.6446 | 0.4089 | 0.6446 | 0.8028 |
235
- | No log | 8.7619 | 368 | 0.5811 | 0.4270 | 0.5811 | 0.7623 |
236
- | No log | 8.8095 | 370 | 0.5966 | 0.4270 | 0.5966 | 0.7724 |
237
- | No log | 8.8571 | 372 | 0.7146 | 0.4296 | 0.7146 | 0.8453 |
238
- | No log | 8.9048 | 374 | 0.8070 | 0.4142 | 0.8070 | 0.8984 |
239
- | No log | 8.9524 | 376 | 0.7164 | 0.4539 | 0.7164 | 0.8464 |
240
- | No log | 9.0 | 378 | 0.6707 | 0.4144 | 0.6707 | 0.8190 |
241
- | No log | 9.0476 | 380 | 0.6080 | 0.4464 | 0.6080 | 0.7798 |
242
- | No log | 9.0952 | 382 | 0.5842 | 0.4855 | 0.5842 | 0.7643 |
243
- | No log | 9.1429 | 384 | 0.6173 | 0.3843 | 0.6173 | 0.7857 |
244
- | No log | 9.1905 | 386 | 0.7038 | 0.4349 | 0.7038 | 0.8389 |
245
- | No log | 9.2381 | 388 | 0.8150 | 0.4494 | 0.8150 | 0.9028 |
246
- | No log | 9.2857 | 390 | 0.8992 | 0.4168 | 0.8992 | 0.9482 |
247
- | No log | 9.3333 | 392 | 0.7898 | 0.4161 | 0.7898 | 0.8887 |
248
- | No log | 9.3810 | 394 | 0.6617 | 0.4502 | 0.6617 | 0.8135 |
249
- | No log | 9.4286 | 396 | 0.6102 | 0.4020 | 0.6102 | 0.7812 |
250
- | No log | 9.4762 | 398 | 0.6221 | 0.4020 | 0.6221 | 0.7887 |
251
- | No log | 9.5238 | 400 | 0.6886 | 0.3822 | 0.6886 | 0.8298 |
252
- | No log | 9.5714 | 402 | 0.6776 | 0.4072 | 0.6776 | 0.8232 |
253
- | No log | 9.6190 | 404 | 0.6184 | 0.4597 | 0.6184 | 0.7864 |
254
- | No log | 9.6667 | 406 | 0.5666 | 0.4044 | 0.5666 | 0.7527 |
255
- | No log | 9.7143 | 408 | 0.5666 | 0.3599 | 0.5666 | 0.7527 |
256
- | No log | 9.7619 | 410 | 0.5568 | 0.3675 | 0.5568 | 0.7462 |
257
- | No log | 9.8095 | 412 | 0.5740 | 0.4044 | 0.5740 | 0.7577 |
258
- | No log | 9.8571 | 414 | 0.6143 | 0.3662 | 0.6143 | 0.7837 |
259
- | No log | 9.9048 | 416 | 0.6133 | 0.3866 | 0.6133 | 0.7831 |
260
- | No log | 9.9524 | 418 | 0.5848 | 0.3866 | 0.5848 | 0.7647 |
261
- | No log | 10.0 | 420 | 0.5921 | 0.3866 | 0.5921 | 0.7695 |
262
- | No log | 10.0476 | 422 | 0.5764 | 0.3817 | 0.5764 | 0.7592 |
263
- | No log | 10.0952 | 424 | 0.5739 | 0.4451 | 0.5739 | 0.7576 |
264
- | No log | 10.1429 | 426 | 0.5701 | 0.5123 | 0.5701 | 0.7550 |
265
- | No log | 10.1905 | 428 | 0.5535 | 0.4681 | 0.5535 | 0.7439 |
266
- | No log | 10.2381 | 430 | 0.5455 | 0.4820 | 0.5455 | 0.7386 |
267
- | No log | 10.2857 | 432 | 0.5444 | 0.4820 | 0.5444 | 0.7378 |
268
- | No log | 10.3333 | 434 | 0.5573 | 0.5141 | 0.5573 | 0.7465 |
269
- | No log | 10.3810 | 436 | 0.5754 | 0.4724 | 0.5754 | 0.7585 |
270
- | No log | 10.4286 | 438 | 0.5553 | 0.5195 | 0.5553 | 0.7452 |
271
- | No log | 10.4762 | 440 | 0.5802 | 0.4788 | 0.5802 | 0.7617 |
272
- | No log | 10.5238 | 442 | 0.6273 | 0.3699 | 0.6273 | 0.7920 |
273
- | No log | 10.5714 | 444 | 0.6996 | 0.3456 | 0.6996 | 0.8364 |
274
- | No log | 10.6190 | 446 | 0.6590 | 0.3699 | 0.6590 | 0.8118 |
275
- | No log | 10.6667 | 448 | 0.5819 | 0.4867 | 0.5819 | 0.7628 |
276
- | No log | 10.7143 | 450 | 0.5776 | 0.4867 | 0.5776 | 0.7600 |
277
- | No log | 10.7619 | 452 | 0.5702 | 0.4867 | 0.5702 | 0.7551 |
278
- | No log | 10.8095 | 454 | 0.5799 | 0.4330 | 0.5799 | 0.7615 |
279
- | No log | 10.8571 | 456 | 0.5881 | 0.4158 | 0.5881 | 0.7669 |
280
- | No log | 10.9048 | 458 | 0.6232 | 0.3302 | 0.6232 | 0.7894 |
281
- | No log | 10.9524 | 460 | 0.6780 | 0.3940 | 0.6780 | 0.8234 |
282
- | No log | 11.0 | 462 | 0.7066 | 0.3754 | 0.7066 | 0.8406 |
283
- | No log | 11.0476 | 464 | 0.6904 | 0.3754 | 0.6904 | 0.8309 |
284
- | No log | 11.0952 | 466 | 0.6271 | 0.3329 | 0.6271 | 0.7919 |
285
- | No log | 11.1429 | 468 | 0.5999 | 0.3572 | 0.5999 | 0.7746 |
286
- | No log | 11.1905 | 470 | 0.5981 | 0.3865 | 0.5981 | 0.7733 |
287
- | No log | 11.2381 | 472 | 0.6162 | 0.3688 | 0.6162 | 0.7850 |
288
- | No log | 11.2857 | 474 | 0.6162 | 0.3688 | 0.6162 | 0.7850 |
289
- | No log | 11.3333 | 476 | 0.6011 | 0.3788 | 0.6011 | 0.7753 |
290
- | No log | 11.3810 | 478 | 0.5981 | 0.3914 | 0.5981 | 0.7734 |
291
- | No log | 11.4286 | 480 | 0.5947 | 0.3914 | 0.5947 | 0.7712 |
292
- | No log | 11.4762 | 482 | 0.5706 | 0.4763 | 0.5706 | 0.7554 |
293
- | No log | 11.5238 | 484 | 0.5618 | 0.4441 | 0.5618 | 0.7495 |
294
- | No log | 11.5714 | 486 | 0.5527 | 0.4441 | 0.5527 | 0.7434 |
295
- | No log | 11.6190 | 488 | 0.5489 | 0.4966 | 0.5489 | 0.7409 |
296
- | No log | 11.6667 | 490 | 0.5444 | 0.4740 | 0.5444 | 0.7378 |
297
- | No log | 11.7143 | 492 | 0.5496 | 0.5373 | 0.5496 | 0.7414 |
298
- | No log | 11.7619 | 494 | 0.5758 | 0.4702 | 0.5758 | 0.7588 |
299
- | No log | 11.8095 | 496 | 0.6342 | 0.4556 | 0.6342 | 0.7963 |
300
- | No log | 11.8571 | 498 | 0.6732 | 0.4610 | 0.6732 | 0.8205 |
301
- | 0.3557 | 11.9048 | 500 | 0.6677 | 0.4614 | 0.6677 | 0.8171 |
302
- | 0.3557 | 11.9524 | 502 | 0.5782 | 0.4165 | 0.5782 | 0.7604 |
303
- | 0.3557 | 12.0 | 504 | 0.5256 | 0.5208 | 0.5256 | 0.7250 |
304
- | 0.3557 | 12.0476 | 506 | 0.5342 | 0.5457 | 0.5342 | 0.7309 |
305
- | 0.3557 | 12.0952 | 508 | 0.5514 | 0.5617 | 0.5514 | 0.7425 |
306
- | 0.3557 | 12.1429 | 510 | 0.5660 | 0.4955 | 0.5660 | 0.7523 |
307
- | 0.3557 | 12.1905 | 512 | 0.5919 | 0.3613 | 0.5919 | 0.7693 |
308
- | 0.3557 | 12.2381 | 514 | 0.6137 | 0.3353 | 0.6137 | 0.7834 |
309
- | 0.3557 | 12.2857 | 516 | 0.6553 | 0.4385 | 0.6553 | 0.8095 |
310
- | 0.3557 | 12.3333 | 518 | 0.6285 | 0.3955 | 0.6285 | 0.7928 |
311
- | 0.3557 | 12.3810 | 520 | 0.5840 | 0.3524 | 0.5840 | 0.7642 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
312
 
313
 
314
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k9_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_run2_AugV5_k9_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: 0.6343
19
+ - Qwk: 0.3197
20
+ - Mse: 0.6343
21
+ - Rmse: 0.7964
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0426 | 2 | 2.4737 | -0.0449 | 2.4737 | 1.5728 |
53
+ | No log | 0.0851 | 4 | 1.2826 | 0.1274 | 1.2826 | 1.1325 |
54
+ | No log | 0.1277 | 6 | 1.0342 | -0.0927 | 1.0342 | 1.0169 |
55
+ | No log | 0.1702 | 8 | 0.8416 | 0.0608 | 0.8416 | 0.9174 |
56
+ | No log | 0.2128 | 10 | 0.7882 | 0.1541 | 0.7882 | 0.8878 |
57
+ | No log | 0.2553 | 12 | 0.9216 | 0.2651 | 0.9216 | 0.9600 |
58
+ | No log | 0.2979 | 14 | 1.1074 | 0.1464 | 1.1074 | 1.0523 |
59
+ | No log | 0.3404 | 16 | 1.0232 | 0.2601 | 1.0232 | 1.0116 |
60
+ | No log | 0.3830 | 18 | 0.8715 | 0.1672 | 0.8715 | 0.9336 |
61
+ | No log | 0.4255 | 20 | 0.7589 | 0.1508 | 0.7589 | 0.8712 |
62
+ | No log | 0.4681 | 22 | 0.7496 | -0.0079 | 0.7496 | 0.8658 |
63
+ | No log | 0.5106 | 24 | 0.7812 | 0.0444 | 0.7812 | 0.8839 |
64
+ | No log | 0.5532 | 26 | 0.7702 | 0.0393 | 0.7702 | 0.8776 |
65
+ | No log | 0.5957 | 28 | 0.7673 | 0.0757 | 0.7673 | 0.8760 |
66
+ | No log | 0.6383 | 30 | 0.8165 | 0.0781 | 0.8165 | 0.9036 |
67
+ | No log | 0.6809 | 32 | 0.8371 | 0.1065 | 0.8371 | 0.9149 |
68
+ | No log | 0.7234 | 34 | 0.8192 | 0.1183 | 0.8192 | 0.9051 |
69
+ | No log | 0.7660 | 36 | 0.7573 | 0.1050 | 0.7573 | 0.8702 |
70
+ | No log | 0.8085 | 38 | 0.7398 | -0.0054 | 0.7398 | 0.8601 |
71
+ | No log | 0.8511 | 40 | 0.7388 | -0.0054 | 0.7388 | 0.8596 |
72
+ | No log | 0.8936 | 42 | 0.7831 | 0.2027 | 0.7831 | 0.8849 |
73
+ | No log | 0.9362 | 44 | 0.9834 | 0.1867 | 0.9834 | 0.9917 |
74
+ | No log | 0.9787 | 46 | 1.0286 | 0.1416 | 1.0286 | 1.0142 |
75
+ | No log | 1.0213 | 48 | 1.0084 | 0.1454 | 1.0084 | 1.0042 |
76
+ | No log | 1.0638 | 50 | 0.9604 | 0.1628 | 0.9604 | 0.9800 |
77
+ | No log | 1.1064 | 52 | 0.8181 | 0.1504 | 0.8181 | 0.9045 |
78
+ | No log | 1.1489 | 54 | 0.7333 | 0.0717 | 0.7333 | 0.8563 |
79
+ | No log | 1.1915 | 56 | 0.7345 | 0.1007 | 0.7345 | 0.8571 |
80
+ | No log | 1.2340 | 58 | 0.7823 | 0.1504 | 0.7823 | 0.8845 |
81
+ | No log | 1.2766 | 60 | 0.8256 | 0.1416 | 0.8256 | 0.9086 |
82
+ | No log | 1.3191 | 62 | 0.7767 | 0.1550 | 0.7767 | 0.8813 |
83
+ | No log | 1.3617 | 64 | 0.7269 | 0.1508 | 0.7269 | 0.8526 |
84
+ | No log | 1.4043 | 66 | 0.7288 | 0.0428 | 0.7288 | 0.8537 |
85
+ | No log | 1.4468 | 68 | 0.7831 | 0.0937 | 0.7831 | 0.8849 |
86
+ | No log | 1.4894 | 70 | 0.7752 | 0.0937 | 0.7752 | 0.8804 |
87
+ | No log | 1.5319 | 72 | 0.7357 | 0.0846 | 0.7357 | 0.8577 |
88
+ | No log | 1.5745 | 74 | 0.7601 | 0.1648 | 0.7601 | 0.8718 |
89
+ | No log | 1.6170 | 76 | 0.9161 | 0.2193 | 0.9161 | 0.9571 |
90
+ | No log | 1.6596 | 78 | 1.1631 | 0.1993 | 1.1631 | 1.0785 |
91
+ | No log | 1.7021 | 80 | 1.2658 | 0.2421 | 1.2658 | 1.1251 |
92
+ | No log | 1.7447 | 82 | 1.1657 | 0.2805 | 1.1657 | 1.0797 |
93
+ | No log | 1.7872 | 84 | 0.9751 | 0.3409 | 0.9751 | 0.9875 |
94
+ | No log | 1.8298 | 86 | 0.8365 | 0.3169 | 0.8365 | 0.9146 |
95
+ | No log | 1.8723 | 88 | 0.7943 | 0.2904 | 0.7943 | 0.8912 |
96
+ | No log | 1.9149 | 90 | 0.7357 | 0.2967 | 0.7357 | 0.8577 |
97
+ | No log | 1.9574 | 92 | 0.8380 | 0.3746 | 0.8380 | 0.9154 |
98
+ | No log | 2.0 | 94 | 0.8406 | 0.3746 | 0.8406 | 0.9168 |
99
+ | No log | 2.0426 | 96 | 0.7487 | 0.2904 | 0.7487 | 0.8652 |
100
+ | No log | 2.0851 | 98 | 0.7531 | 0.3699 | 0.7531 | 0.8678 |
101
+ | No log | 2.1277 | 100 | 0.9603 | 0.3019 | 0.9603 | 0.9799 |
102
+ | No log | 2.1702 | 102 | 1.2261 | 0.3033 | 1.2261 | 1.1073 |
103
+ | No log | 2.2128 | 104 | 1.1596 | 0.2930 | 1.1596 | 1.0768 |
104
+ | No log | 2.2553 | 106 | 0.9234 | 0.1672 | 0.9234 | 0.9609 |
105
+ | No log | 2.2979 | 108 | 0.7321 | 0.1308 | 0.7321 | 0.8556 |
106
+ | No log | 2.3404 | 110 | 0.7025 | 0.1303 | 0.7025 | 0.8381 |
107
+ | No log | 2.3830 | 112 | 0.7720 | 0.1459 | 0.7720 | 0.8786 |
108
+ | No log | 2.4255 | 114 | 0.8791 | 0.2670 | 0.8791 | 0.9376 |
109
+ | No log | 2.4681 | 116 | 1.0090 | 0.2411 | 1.0090 | 1.0045 |
110
+ | No log | 2.5106 | 118 | 1.0116 | 0.2651 | 1.0116 | 1.0058 |
111
+ | No log | 2.5532 | 120 | 0.9735 | 0.2939 | 0.9735 | 0.9867 |
112
+ | No log | 2.5957 | 122 | 1.0421 | 0.3170 | 1.0421 | 1.0209 |
113
+ | No log | 2.6383 | 124 | 0.9855 | 0.2703 | 0.9855 | 0.9927 |
114
+ | No log | 2.6809 | 126 | 0.8550 | 0.2632 | 0.8550 | 0.9247 |
115
+ | No log | 2.7234 | 128 | 0.8493 | 0.2171 | 0.8493 | 0.9216 |
116
+ | No log | 2.7660 | 130 | 0.8814 | 0.1766 | 0.8814 | 0.9388 |
117
+ | No log | 2.8085 | 132 | 0.8819 | 0.1766 | 0.8819 | 0.9391 |
118
+ | No log | 2.8511 | 134 | 0.9064 | 0.3564 | 0.9064 | 0.9521 |
119
+ | No log | 2.8936 | 136 | 1.0116 | 0.2982 | 1.0116 | 1.0058 |
120
+ | No log | 2.9362 | 138 | 1.1948 | 0.2691 | 1.1948 | 1.0931 |
121
+ | No log | 2.9787 | 140 | 1.2239 | 0.2691 | 1.2239 | 1.1063 |
122
+ | No log | 3.0213 | 142 | 1.3878 | 0.1579 | 1.3878 | 1.1781 |
123
+ | No log | 3.0638 | 144 | 1.1335 | 0.2910 | 1.1335 | 1.0647 |
124
+ | No log | 3.1064 | 146 | 0.9165 | 0.3497 | 0.9165 | 0.9574 |
125
+ | No log | 3.1489 | 148 | 0.9161 | 0.3497 | 0.9161 | 0.9571 |
126
+ | No log | 3.1915 | 150 | 1.2317 | 0.2675 | 1.2317 | 1.1098 |
127
+ | No log | 3.2340 | 152 | 1.2331 | 0.2713 | 1.2331 | 1.1105 |
128
+ | No log | 3.2766 | 154 | 0.9539 | 0.4064 | 0.9539 | 0.9767 |
129
+ | No log | 3.3191 | 156 | 0.6742 | 0.3314 | 0.6742 | 0.8211 |
130
+ | No log | 3.3617 | 158 | 0.6391 | 0.3336 | 0.6391 | 0.7994 |
131
+ | No log | 3.4043 | 160 | 0.6317 | 0.2419 | 0.6317 | 0.7948 |
132
+ | No log | 3.4468 | 162 | 0.6604 | 0.2913 | 0.6604 | 0.8127 |
133
+ | No log | 3.4894 | 164 | 0.8573 | 0.3494 | 0.8573 | 0.9259 |
134
+ | No log | 3.5319 | 166 | 1.0122 | 0.3346 | 1.0122 | 1.0061 |
135
+ | No log | 3.5745 | 168 | 0.9508 | 0.2988 | 0.9508 | 0.9751 |
136
+ | No log | 3.6170 | 170 | 0.7631 | 0.3615 | 0.7631 | 0.8735 |
137
+ | No log | 3.6596 | 172 | 0.6757 | 0.2561 | 0.6757 | 0.8220 |
138
+ | No log | 3.7021 | 174 | 0.6831 | 0.3380 | 0.6831 | 0.8265 |
139
+ | No log | 3.7447 | 176 | 0.6829 | 0.2621 | 0.6829 | 0.8264 |
140
+ | No log | 3.7872 | 178 | 0.7467 | 0.3688 | 0.7467 | 0.8641 |
141
+ | No log | 3.8298 | 180 | 0.9254 | 0.2988 | 0.9254 | 0.9620 |
142
+ | No log | 3.8723 | 182 | 1.1430 | 0.2709 | 1.1430 | 1.0691 |
143
+ | No log | 3.9149 | 184 | 1.2874 | 0.2591 | 1.2874 | 1.1346 |
144
+ | No log | 3.9574 | 186 | 1.2016 | 0.2820 | 1.2016 | 1.0962 |
145
+ | No log | 4.0 | 188 | 0.9529 | 0.3477 | 0.9529 | 0.9762 |
146
+ | No log | 4.0426 | 190 | 0.7233 | 0.2754 | 0.7233 | 0.8505 |
147
+ | No log | 4.0851 | 192 | 0.6800 | 0.3445 | 0.6800 | 0.8246 |
148
+ | No log | 4.1277 | 194 | 0.6906 | 0.3196 | 0.6906 | 0.8310 |
149
+ | No log | 4.1702 | 196 | 0.7822 | 0.3169 | 0.7822 | 0.8844 |
150
+ | No log | 4.2128 | 198 | 0.9335 | 0.3409 | 0.9335 | 0.9662 |
151
+ | No log | 4.2553 | 200 | 0.9824 | 0.3347 | 0.9824 | 0.9911 |
152
+ | No log | 4.2979 | 202 | 0.9162 | 0.3409 | 0.9162 | 0.9572 |
153
+ | No log | 4.3404 | 204 | 0.8691 | 0.3409 | 0.8691 | 0.9323 |
154
+ | No log | 4.3830 | 206 | 0.8724 | 0.3310 | 0.8724 | 0.9340 |
155
+ | No log | 4.4255 | 208 | 0.8503 | 0.3499 | 0.8503 | 0.9221 |
156
+ | No log | 4.4681 | 210 | 0.8009 | 0.3243 | 0.8009 | 0.8949 |
157
+ | No log | 4.5106 | 212 | 0.7523 | 0.3355 | 0.7523 | 0.8673 |
158
+ | No log | 4.5532 | 214 | 0.7659 | 0.3867 | 0.7659 | 0.8752 |
159
+ | No log | 4.5957 | 216 | 0.7586 | 0.4112 | 0.7586 | 0.8710 |
160
+ | No log | 4.6383 | 218 | 0.8208 | 0.4315 | 0.8208 | 0.9060 |
161
+ | No log | 4.6809 | 220 | 0.9209 | 0.3381 | 0.9209 | 0.9596 |
162
+ | No log | 4.7234 | 222 | 0.9788 | 0.3381 | 0.9788 | 0.9893 |
163
+ | No log | 4.7660 | 224 | 0.8731 | 0.3538 | 0.8731 | 0.9344 |
164
+ | No log | 4.8085 | 226 | 0.7448 | 0.3564 | 0.7448 | 0.8630 |
165
+ | No log | 4.8511 | 228 | 0.7045 | 0.2294 | 0.7045 | 0.8393 |
166
+ | No log | 4.8936 | 230 | 0.7129 | 0.2476 | 0.7129 | 0.8443 |
167
+ | No log | 4.9362 | 232 | 0.7259 | 0.3369 | 0.7259 | 0.8520 |
168
+ | No log | 4.9787 | 234 | 0.7525 | 0.2471 | 0.7525 | 0.8675 |
169
+ | No log | 5.0213 | 236 | 0.7751 | 0.2784 | 0.7751 | 0.8804 |
170
+ | No log | 5.0638 | 238 | 0.7949 | 0.3794 | 0.7949 | 0.8916 |
171
+ | No log | 5.1064 | 240 | 0.7777 | 0.3794 | 0.7777 | 0.8819 |
172
+ | No log | 5.1489 | 242 | 0.7451 | 0.3287 | 0.7451 | 0.8632 |
173
+ | No log | 5.1915 | 244 | 0.7459 | 0.3287 | 0.7459 | 0.8636 |
174
+ | No log | 5.2340 | 246 | 0.7181 | 0.3478 | 0.7181 | 0.8474 |
175
+ | No log | 5.2766 | 248 | 0.7131 | 0.2872 | 0.7131 | 0.8445 |
176
+ | No log | 5.3191 | 250 | 0.7694 | 0.3221 | 0.7694 | 0.8772 |
177
+ | No log | 5.3617 | 252 | 0.8034 | 0.3794 | 0.8034 | 0.8963 |
178
+ | No log | 5.4043 | 254 | 0.8261 | 0.4036 | 0.8261 | 0.9089 |
179
+ | No log | 5.4468 | 256 | 0.8001 | 0.4036 | 0.8001 | 0.8945 |
180
+ | No log | 5.4894 | 258 | 0.7303 | 0.2530 | 0.7303 | 0.8546 |
181
+ | No log | 5.5319 | 260 | 0.7282 | 0.2780 | 0.7282 | 0.8534 |
182
+ | No log | 5.5745 | 262 | 0.7311 | 0.2813 | 0.7311 | 0.8550 |
183
+ | No log | 5.6170 | 264 | 0.8349 | 0.4036 | 0.8349 | 0.9137 |
184
+ | No log | 5.6596 | 266 | 0.9917 | 0.3425 | 0.9917 | 0.9958 |
185
+ | No log | 5.7021 | 268 | 0.8962 | 0.3844 | 0.8962 | 0.9467 |
186
+ | No log | 5.7447 | 270 | 0.7520 | 0.2237 | 0.7520 | 0.8672 |
187
+ | No log | 5.7872 | 272 | 0.7272 | 0.1624 | 0.7272 | 0.8528 |
188
+ | No log | 5.8298 | 274 | 0.7267 | 0.1935 | 0.7267 | 0.8525 |
189
+ | No log | 5.8723 | 276 | 0.7731 | 0.3914 | 0.7731 | 0.8792 |
190
+ | No log | 5.9149 | 278 | 0.7559 | 0.3914 | 0.7559 | 0.8694 |
191
+ | No log | 5.9574 | 280 | 0.6779 | 0.3116 | 0.6779 | 0.8233 |
192
+ | No log | 6.0 | 282 | 0.6650 | 0.3628 | 0.6650 | 0.8155 |
193
+ | No log | 6.0426 | 284 | 0.6523 | 0.3380 | 0.6523 | 0.8077 |
194
+ | No log | 6.0851 | 286 | 0.6468 | 0.3788 | 0.6468 | 0.8042 |
195
+ | No log | 6.1277 | 288 | 0.6629 | 0.3840 | 0.6629 | 0.8142 |
196
+ | No log | 6.1702 | 290 | 0.6672 | 0.4437 | 0.6672 | 0.8168 |
197
+ | No log | 6.2128 | 292 | 0.6456 | 0.3572 | 0.6456 | 0.8035 |
198
+ | No log | 6.2553 | 294 | 0.6336 | 0.2540 | 0.6336 | 0.7960 |
199
+ | No log | 6.2979 | 296 | 0.6454 | 0.2540 | 0.6454 | 0.8034 |
200
+ | No log | 6.3404 | 298 | 0.6562 | 0.2884 | 0.6562 | 0.8101 |
201
+ | No log | 6.3830 | 300 | 0.6621 | 0.2783 | 0.6621 | 0.8137 |
202
+ | No log | 6.4255 | 302 | 0.6618 | 0.3111 | 0.6618 | 0.8135 |
203
+ | No log | 6.4681 | 304 | 0.6626 | 0.3070 | 0.6626 | 0.8140 |
204
+ | No log | 6.5106 | 306 | 0.6690 | 0.3106 | 0.6690 | 0.8179 |
205
+ | No log | 6.5532 | 308 | 0.6847 | 0.2313 | 0.6847 | 0.8275 |
206
+ | No log | 6.5957 | 310 | 0.6917 | 0.2445 | 0.6917 | 0.8317 |
207
+ | No log | 6.6383 | 312 | 0.6961 | 0.2652 | 0.6961 | 0.8343 |
208
+ | No log | 6.6809 | 314 | 0.6999 | 0.2652 | 0.6999 | 0.8366 |
209
+ | No log | 6.7234 | 316 | 0.6979 | 0.2973 | 0.6979 | 0.8354 |
210
+ | No log | 6.7660 | 318 | 0.7030 | 0.2893 | 0.7030 | 0.8385 |
211
+ | No log | 6.8085 | 320 | 0.7191 | 0.3458 | 0.7191 | 0.8480 |
212
+ | No log | 6.8511 | 322 | 0.7386 | 0.3700 | 0.7386 | 0.8594 |
213
+ | No log | 6.8936 | 324 | 0.7961 | 0.3544 | 0.7961 | 0.8922 |
214
+ | No log | 6.9362 | 326 | 0.8420 | 0.3520 | 0.8420 | 0.9176 |
215
+ | No log | 6.9787 | 328 | 0.7829 | 0.3609 | 0.7829 | 0.8848 |
216
+ | No log | 7.0213 | 330 | 0.6981 | 0.3023 | 0.6981 | 0.8356 |
217
+ | No log | 7.0638 | 332 | 0.6739 | 0.3296 | 0.6739 | 0.8209 |
218
+ | No log | 7.1064 | 334 | 0.6681 | 0.3352 | 0.6681 | 0.8174 |
219
+ | No log | 7.1489 | 336 | 0.6723 | 0.3129 | 0.6723 | 0.8199 |
220
+ | No log | 7.1915 | 338 | 0.6610 | 0.3643 | 0.6610 | 0.8130 |
221
+ | No log | 7.2340 | 340 | 0.6825 | 0.4093 | 0.6825 | 0.8261 |
222
+ | No log | 7.2766 | 342 | 0.7061 | 0.4093 | 0.7061 | 0.8403 |
223
+ | No log | 7.3191 | 344 | 0.7278 | 0.4315 | 0.7278 | 0.8531 |
224
+ | No log | 7.3617 | 346 | 0.7923 | 0.4315 | 0.7923 | 0.8901 |
225
+ | No log | 7.4043 | 348 | 0.7799 | 0.4223 | 0.7799 | 0.8831 |
226
+ | No log | 7.4468 | 350 | 0.7247 | 0.3157 | 0.7247 | 0.8513 |
227
+ | No log | 7.4894 | 352 | 0.6731 | 0.3369 | 0.6731 | 0.8204 |
228
+ | No log | 7.5319 | 354 | 0.6677 | 0.3369 | 0.6677 | 0.8171 |
229
+ | No log | 7.5745 | 356 | 0.6693 | 0.3369 | 0.6693 | 0.8181 |
230
+ | No log | 7.6170 | 358 | 0.6773 | 0.3498 | 0.6773 | 0.8230 |
231
+ | No log | 7.6596 | 360 | 0.7240 | 0.3798 | 0.7240 | 0.8509 |
232
+ | No log | 7.7021 | 362 | 0.7341 | 0.4457 | 0.7341 | 0.8568 |
233
+ | No log | 7.7447 | 364 | 0.6551 | 0.4430 | 0.6551 | 0.8094 |
234
+ | No log | 7.7872 | 366 | 0.5986 | 0.4182 | 0.5986 | 0.7737 |
235
+ | No log | 7.8298 | 368 | 0.5847 | 0.4091 | 0.5847 | 0.7646 |
236
+ | No log | 7.8723 | 370 | 0.5904 | 0.4147 | 0.5904 | 0.7684 |
237
+ | No log | 7.9149 | 372 | 0.6257 | 0.4352 | 0.6257 | 0.7910 |
238
+ | No log | 7.9574 | 374 | 0.6631 | 0.4352 | 0.6631 | 0.8143 |
239
+ | No log | 8.0 | 376 | 0.6771 | 0.4352 | 0.6771 | 0.8228 |
240
+ | No log | 8.0426 | 378 | 0.6670 | 0.3253 | 0.6670 | 0.8167 |
241
+ | No log | 8.0851 | 380 | 0.6806 | 0.3253 | 0.6806 | 0.8250 |
242
+ | No log | 8.1277 | 382 | 0.7414 | 0.3268 | 0.7414 | 0.8611 |
243
+ | No log | 8.1702 | 384 | 0.8172 | 0.3934 | 0.8172 | 0.9040 |
244
+ | No log | 8.2128 | 386 | 0.9285 | 0.4085 | 0.9285 | 0.9636 |
245
+ | No log | 8.2553 | 388 | 0.8989 | 0.4085 | 0.8989 | 0.9481 |
246
+ | No log | 8.2979 | 390 | 0.7877 | 0.3710 | 0.7877 | 0.8876 |
247
+ | No log | 8.3404 | 392 | 0.7054 | 0.3769 | 0.7054 | 0.8399 |
248
+ | No log | 8.3830 | 394 | 0.7018 | 0.3211 | 0.7018 | 0.8377 |
249
+ | No log | 8.4255 | 396 | 0.7138 | 0.3253 | 0.7138 | 0.8449 |
250
+ | No log | 8.4681 | 398 | 0.7543 | 0.3688 | 0.7543 | 0.8685 |
251
+ | No log | 8.5106 | 400 | 0.8643 | 0.3100 | 0.8643 | 0.9297 |
252
+ | No log | 8.5532 | 402 | 0.8843 | 0.3274 | 0.8843 | 0.9404 |
253
+ | No log | 8.5957 | 404 | 0.8630 | 0.3868 | 0.8630 | 0.9290 |
254
+ | No log | 8.6383 | 406 | 0.7735 | 0.3798 | 0.7735 | 0.8795 |
255
+ | No log | 8.6809 | 408 | 0.7378 | 0.3817 | 0.7378 | 0.8590 |
256
+ | No log | 8.7234 | 410 | 0.7258 | 0.3817 | 0.7258 | 0.8519 |
257
+ | No log | 8.7660 | 412 | 0.7063 | 0.4257 | 0.7063 | 0.8404 |
258
+ | No log | 8.8085 | 414 | 0.7130 | 0.4212 | 0.7130 | 0.8444 |
259
+ | No log | 8.8511 | 416 | 0.7946 | 0.4104 | 0.7946 | 0.8914 |
260
+ | No log | 8.8936 | 418 | 0.9625 | 0.3501 | 0.9625 | 0.9811 |
261
+ | No log | 8.9362 | 420 | 1.0078 | 0.3445 | 1.0078 | 1.0039 |
262
+ | No log | 8.9787 | 422 | 0.9368 | 0.3501 | 0.9368 | 0.9679 |
263
+ | No log | 9.0213 | 424 | 0.8099 | 0.4315 | 0.8099 | 0.8999 |
264
+ | No log | 9.0638 | 426 | 0.7421 | 0.4059 | 0.7421 | 0.8615 |
265
+ | No log | 9.1064 | 428 | 0.7225 | 0.3763 | 0.7225 | 0.8500 |
266
+ | No log | 9.1489 | 430 | 0.7391 | 0.3569 | 0.7391 | 0.8597 |
267
+ | No log | 9.1915 | 432 | 0.7636 | 0.3633 | 0.7636 | 0.8738 |
268
+ | No log | 9.2340 | 434 | 0.7504 | 0.3498 | 0.7504 | 0.8663 |
269
+ | No log | 9.2766 | 436 | 0.7840 | 0.3567 | 0.7840 | 0.8854 |
270
+ | No log | 9.3191 | 438 | 0.8239 | 0.2943 | 0.8239 | 0.9077 |
271
+ | No log | 9.3617 | 440 | 0.8377 | 0.2917 | 0.8377 | 0.9153 |
272
+ | No log | 9.4043 | 442 | 0.8123 | 0.2632 | 0.8123 | 0.9013 |
273
+ | No log | 9.4468 | 444 | 0.7809 | 0.2632 | 0.7809 | 0.8837 |
274
+ | No log | 9.4894 | 446 | 0.7939 | 0.2843 | 0.7939 | 0.8910 |
275
+ | No log | 9.5319 | 448 | 0.8040 | 0.3991 | 0.8040 | 0.8967 |
276
+ | No log | 9.5745 | 450 | 0.7525 | 0.3494 | 0.7525 | 0.8675 |
277
+ | No log | 9.6170 | 452 | 0.7519 | 0.3746 | 0.7519 | 0.8671 |
278
+ | No log | 9.6596 | 454 | 0.7055 | 0.3564 | 0.7055 | 0.8400 |
279
+ | No log | 9.7021 | 456 | 0.6519 | 0.3155 | 0.6519 | 0.8074 |
280
+ | No log | 9.7447 | 458 | 0.6421 | 0.3116 | 0.6421 | 0.8013 |
281
+ | No log | 9.7872 | 460 | 0.6725 | 0.4350 | 0.6725 | 0.8201 |
282
+ | No log | 9.8298 | 462 | 0.7630 | 0.4648 | 0.7630 | 0.8735 |
283
+ | No log | 9.8723 | 464 | 0.7539 | 0.4777 | 0.7539 | 0.8682 |
284
+ | No log | 9.9149 | 466 | 0.6543 | 0.4144 | 0.6543 | 0.8089 |
285
+ | No log | 9.9574 | 468 | 0.6276 | 0.3662 | 0.6276 | 0.7922 |
286
+ | No log | 10.0 | 470 | 0.6569 | 0.3894 | 0.6569 | 0.8105 |
287
+ | No log | 10.0426 | 472 | 0.6864 | 0.4387 | 0.6864 | 0.8285 |
288
+ | No log | 10.0851 | 474 | 0.7307 | 0.4482 | 0.7307 | 0.8548 |
289
+ | No log | 10.1277 | 476 | 0.7351 | 0.4726 | 0.7351 | 0.8574 |
290
+ | No log | 10.1702 | 478 | 0.7117 | 0.4502 | 0.7117 | 0.8436 |
291
+ | No log | 10.2128 | 480 | 0.6553 | 0.3183 | 0.6553 | 0.8095 |
292
+ | No log | 10.2553 | 482 | 0.6235 | 0.3452 | 0.6235 | 0.7896 |
293
+ | No log | 10.2979 | 484 | 0.6377 | 0.3296 | 0.6377 | 0.7986 |
294
+ | No log | 10.3404 | 486 | 0.6741 | 0.3088 | 0.6741 | 0.8211 |
295
+ | No log | 10.3830 | 488 | 0.6669 | 0.3688 | 0.6669 | 0.8166 |
296
+ | No log | 10.4255 | 490 | 0.6758 | 0.3688 | 0.6758 | 0.8221 |
297
+ | No log | 10.4681 | 492 | 0.6566 | 0.3688 | 0.6566 | 0.8103 |
298
+ | No log | 10.5106 | 494 | 0.6432 | 0.3498 | 0.6432 | 0.8020 |
299
+ | No log | 10.5532 | 496 | 0.6378 | 0.3919 | 0.6378 | 0.7986 |
300
+ | No log | 10.5957 | 498 | 0.6404 | 0.3919 | 0.6404 | 0.8002 |
301
+ | 0.3785 | 10.6383 | 500 | 0.6454 | 0.4001 | 0.6454 | 0.8034 |
302
+ | 0.3785 | 10.6809 | 502 | 0.6424 | 0.4086 | 0.6424 | 0.8015 |
303
+ | 0.3785 | 10.7234 | 504 | 0.6422 | 0.4086 | 0.6422 | 0.8014 |
304
+ | 0.3785 | 10.7660 | 506 | 0.6559 | 0.3688 | 0.6559 | 0.8099 |
305
+ | 0.3785 | 10.8085 | 508 | 0.7087 | 0.4243 | 0.7087 | 0.8419 |
306
+ | 0.3785 | 10.8511 | 510 | 0.7289 | 0.4385 | 0.7289 | 0.8537 |
307
+ | 0.3785 | 10.8936 | 512 | 0.6874 | 0.4759 | 0.6874 | 0.8291 |
308
+ | 0.3785 | 10.9362 | 514 | 0.6504 | 0.4464 | 0.6504 | 0.8065 |
309
+ | 0.3785 | 10.9787 | 516 | 0.6438 | 0.3966 | 0.6438 | 0.8024 |
310
+ | 0.3785 | 11.0213 | 518 | 0.6483 | 0.5086 | 0.6483 | 0.8051 |
311
+ | 0.3785 | 11.0638 | 520 | 0.6623 | 0.4684 | 0.6623 | 0.8138 |
312
+ | 0.3785 | 11.1064 | 522 | 0.6666 | 0.5086 | 0.6666 | 0.8165 |
313
+ | 0.3785 | 11.1489 | 524 | 0.6496 | 0.4855 | 0.6496 | 0.8060 |
314
+ | 0.3785 | 11.1915 | 526 | 0.6656 | 0.4597 | 0.6656 | 0.8158 |
315
+ | 0.3785 | 11.2340 | 528 | 0.7273 | 0.4089 | 0.7273 | 0.8528 |
316
+ | 0.3785 | 11.2766 | 530 | 0.7899 | 0.3688 | 0.7899 | 0.8887 |
317
+ | 0.3785 | 11.3191 | 532 | 0.8141 | 0.3623 | 0.8141 | 0.9023 |
318
+ | 0.3785 | 11.3617 | 534 | 0.7673 | 0.4014 | 0.7673 | 0.8759 |
319
+ | 0.3785 | 11.4043 | 536 | 0.6797 | 0.3267 | 0.6797 | 0.8244 |
320
+ | 0.3785 | 11.4468 | 538 | 0.6399 | 0.3809 | 0.6399 | 0.7999 |
321
+ | 0.3785 | 11.4894 | 540 | 0.6428 | 0.2923 | 0.6428 | 0.8017 |
322
+ | 0.3785 | 11.5319 | 542 | 0.6427 | 0.2923 | 0.6427 | 0.8017 |
323
+ | 0.3785 | 11.5745 | 544 | 0.6491 | 0.4086 | 0.6491 | 0.8056 |
324
+ | 0.3785 | 11.6170 | 546 | 0.6854 | 0.3525 | 0.6854 | 0.8279 |
325
+ | 0.3785 | 11.6596 | 548 | 0.6743 | 0.3594 | 0.6743 | 0.8212 |
326
+ | 0.3785 | 11.7021 | 550 | 0.6533 | 0.3649 | 0.6533 | 0.8083 |
327
+ | 0.3785 | 11.7447 | 552 | 0.6332 | 0.3197 | 0.6332 | 0.7958 |
328
+ | 0.3785 | 11.7872 | 554 | 0.6343 | 0.3197 | 0.6343 | 0.7964 |
329
 
330
 
331
  ### Framework versions