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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k5_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_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k4_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_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k4_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: 0.8550
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- - Qwk: -0.0916
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- - Mse: 0.8550
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- - Rmse: 0.9247
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  ## Model description
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@@ -47,273 +47,279 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.2 | 2 | 4.5110 | 0.0163 | 4.5110 | 2.1239 |
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- | No log | 0.4 | 4 | 2.8700 | 0.0308 | 2.8700 | 1.6941 |
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- | No log | 0.6 | 6 | 1.5154 | 0.0444 | 1.5154 | 1.2310 |
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- | No log | 0.8 | 8 | 2.0564 | 0.0084 | 2.0564 | 1.4340 |
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- | No log | 1.0 | 10 | 2.5645 | 0.0115 | 2.5645 | 1.6014 |
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- | No log | 1.2 | 12 | 2.1755 | -0.0092 | 2.1755 | 1.4749 |
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- | No log | 1.4 | 14 | 0.7674 | -0.0287 | 0.7674 | 0.8760 |
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- | No log | 1.6 | 16 | 0.6576 | 0.0 | 0.6576 | 0.8109 |
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- | No log | 1.8 | 18 | 0.7380 | 0.0 | 0.7380 | 0.8591 |
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- | No log | 2.0 | 20 | 0.8484 | 0.0346 | 0.8484 | 0.9211 |
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- | No log | 2.2 | 22 | 1.0390 | -0.0234 | 1.0390 | 1.0193 |
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- | No log | 2.4 | 24 | 1.1125 | -0.0234 | 1.1125 | 1.0547 |
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- | No log | 2.6 | 26 | 0.9441 | -0.0084 | 0.9441 | 0.9717 |
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- | No log | 2.8 | 28 | 0.7352 | 0.0460 | 0.7352 | 0.8575 |
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- | No log | 3.0 | 30 | 0.7047 | 0.0506 | 0.7047 | 0.8395 |
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- | No log | 3.2 | 32 | 0.7370 | 0.0460 | 0.7370 | 0.8585 |
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- | No log | 3.4 | 34 | 0.8144 | -0.0264 | 0.8144 | 0.9024 |
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- | No log | 3.6 | 36 | 1.0106 | -0.0435 | 1.0106 | 1.0053 |
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- | No log | 3.8 | 38 | 1.0994 | -0.0207 | 1.0994 | 1.0485 |
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- | No log | 4.0 | 40 | 1.0389 | -0.0411 | 1.0389 | 1.0193 |
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- | No log | 4.2 | 42 | 1.1896 | -0.0435 | 1.1896 | 1.0907 |
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- | No log | 4.4 | 44 | 1.1784 | -0.0997 | 1.1784 | 1.0855 |
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- | No log | 4.6 | 46 | 0.9737 | 0.0111 | 0.9737 | 0.9868 |
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- | No log | 4.8 | 48 | 1.0285 | 0.0046 | 1.0285 | 1.0141 |
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- | No log | 5.0 | 50 | 0.9702 | 0.0089 | 0.9702 | 0.9850 |
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- | No log | 5.2 | 52 | 0.8210 | 0.0442 | 0.8210 | 0.9061 |
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- | No log | 5.4 | 54 | 0.7553 | 0.1449 | 0.7553 | 0.8691 |
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- | No log | 5.6 | 56 | 0.9214 | 0.0545 | 0.9214 | 0.9599 |
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- | No log | 5.8 | 58 | 0.7915 | 0.1196 | 0.7915 | 0.8897 |
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- | No log | 6.0 | 60 | 0.6854 | 0.1379 | 0.6854 | 0.8279 |
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- | No log | 6.2 | 62 | 0.7735 | 0.1899 | 0.7735 | 0.8795 |
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- | No log | 6.4 | 64 | 1.1220 | 0.0753 | 1.1220 | 1.0592 |
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- | No log | 6.6 | 66 | 0.7652 | 0.1573 | 0.7652 | 0.8747 |
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- | No log | 6.8 | 68 | 0.8511 | -0.0616 | 0.8511 | 0.9225 |
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- | No log | 7.0 | 70 | 0.8701 | -0.0970 | 0.8701 | 0.9328 |
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- | No log | 7.2 | 72 | 0.8239 | 0.1415 | 0.8239 | 0.9077 |
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- | No log | 7.4 | 74 | 1.5174 | 0.0083 | 1.5174 | 1.2318 |
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- | No log | 7.6 | 76 | 1.4509 | -0.0178 | 1.4509 | 1.2045 |
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- | No log | 7.8 | 78 | 0.9376 | -0.0539 | 0.9376 | 0.9683 |
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- | No log | 8.0 | 80 | 0.7833 | -0.0738 | 0.7833 | 0.8851 |
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- | No log | 8.2 | 82 | 0.7780 | -0.0366 | 0.7780 | 0.8821 |
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- | No log | 8.4 | 84 | 0.8500 | 0.0062 | 0.8500 | 0.9220 |
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- | No log | 8.6 | 86 | 1.0577 | -0.0169 | 1.0577 | 1.0284 |
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- | No log | 8.8 | 88 | 1.0547 | 0.0526 | 1.0547 | 1.0270 |
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- | No log | 9.0 | 90 | 0.9313 | -0.0052 | 0.9313 | 0.9650 |
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- | No log | 9.2 | 92 | 0.7635 | -0.0056 | 0.7635 | 0.8738 |
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- | No log | 9.4 | 94 | 0.7588 | -0.0407 | 0.7588 | 0.8711 |
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- | No log | 9.6 | 96 | 0.7291 | 0.0414 | 0.7291 | 0.8539 |
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- | No log | 9.8 | 98 | 0.8106 | 0.1342 | 0.8106 | 0.9004 |
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- | No log | 10.0 | 100 | 0.8033 | 0.1342 | 0.8033 | 0.8963 |
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- | No log | 10.2 | 102 | 0.7053 | 0.1444 | 0.7053 | 0.8398 |
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- | No log | 10.4 | 104 | 0.7060 | 0.1021 | 0.7060 | 0.8402 |
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- | No log | 10.6 | 106 | 0.7709 | 0.1965 | 0.7709 | 0.8780 |
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- | No log | 10.8 | 108 | 0.8397 | 0.0786 | 0.8397 | 0.9164 |
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- | No log | 11.0 | 110 | 0.7318 | 0.0909 | 0.7318 | 0.8554 |
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- | No log | 11.2 | 112 | 0.7636 | -0.1329 | 0.7636 | 0.8739 |
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- | No log | 11.4 | 114 | 0.7833 | 0.0053 | 0.7833 | 0.8850 |
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- | No log | 11.6 | 116 | 0.9985 | -0.0441 | 0.9985 | 0.9993 |
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- | No log | 11.8 | 118 | 0.9324 | -0.0391 | 0.9324 | 0.9656 |
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- | No log | 12.0 | 120 | 0.8697 | 0.0335 | 0.8697 | 0.9326 |
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- | No log | 12.2 | 122 | 0.9643 | 0.0164 | 0.9643 | 0.9820 |
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- | No log | 12.4 | 124 | 0.8485 | -0.0015 | 0.8485 | 0.9212 |
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- | No log | 12.6 | 126 | 0.8690 | -0.0008 | 0.8690 | 0.9322 |
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- | No log | 12.8 | 128 | 1.0882 | -0.0586 | 1.0882 | 1.0432 |
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- | No log | 13.0 | 130 | 0.8713 | 0.0362 | 0.8713 | 0.9334 |
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- | No log | 13.2 | 132 | 0.7453 | -0.0096 | 0.7453 | 0.8633 |
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- | No log | 13.4 | 134 | 0.8003 | -0.1606 | 0.8003 | 0.8946 |
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- | No log | 13.6 | 136 | 0.7975 | -0.0881 | 0.7975 | 0.8930 |
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- | No log | 13.8 | 138 | 0.7667 | -0.1026 | 0.7667 | 0.8756 |
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- | No log | 14.0 | 140 | 0.7980 | -0.0170 | 0.7980 | 0.8933 |
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- | No log | 14.2 | 142 | 0.8481 | 0.0152 | 0.8481 | 0.9209 |
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- | No log | 14.4 | 144 | 0.7704 | 0.0395 | 0.7704 | 0.8777 |
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- | No log | 14.6 | 146 | 0.7935 | -0.0939 | 0.7935 | 0.8908 |
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- | No log | 14.8 | 148 | 0.8419 | -0.1753 | 0.8419 | 0.9176 |
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- | No log | 15.0 | 150 | 0.7805 | -0.1001 | 0.7805 | 0.8835 |
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- | No log | 15.2 | 152 | 0.7530 | 0.0225 | 0.7530 | 0.8677 |
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- | No log | 15.4 | 154 | 0.8727 | 0.0826 | 0.8727 | 0.9342 |
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- | No log | 15.6 | 156 | 0.8357 | 0.1342 | 0.8357 | 0.9142 |
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- | No log | 15.8 | 158 | 0.7564 | 0.0260 | 0.7564 | 0.8697 |
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- | No log | 16.0 | 160 | 0.7864 | 0.0031 | 0.7864 | 0.8868 |
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- | No log | 16.2 | 162 | 0.8125 | -0.0366 | 0.8125 | 0.9014 |
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- | No log | 16.4 | 164 | 0.8071 | -0.0595 | 0.8071 | 0.8984 |
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- | No log | 16.6 | 166 | 0.8371 | 0.1047 | 0.8371 | 0.9149 |
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- | No log | 16.8 | 168 | 0.9713 | -0.0182 | 0.9713 | 0.9855 |
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- | No log | 17.0 | 170 | 0.9299 | -0.0163 | 0.9299 | 0.9643 |
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- | No log | 17.2 | 172 | 0.7823 | 0.0282 | 0.7823 | 0.8845 |
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- | No log | 17.4 | 174 | 0.7614 | -0.0062 | 0.7614 | 0.8726 |
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- | No log | 17.6 | 176 | 0.7589 | 0.0414 | 0.7589 | 0.8711 |
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- | No log | 17.8 | 178 | 0.7686 | 0.0814 | 0.7686 | 0.8767 |
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- | No log | 18.0 | 180 | 0.7926 | 0.1199 | 0.7926 | 0.8903 |
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- | No log | 18.2 | 182 | 0.7987 | 0.1254 | 0.7987 | 0.8937 |
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- | No log | 18.4 | 184 | 0.7882 | 0.0375 | 0.7882 | 0.8878 |
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- | No log | 18.6 | 186 | 0.7710 | -0.0493 | 0.7710 | 0.8781 |
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- | No log | 18.8 | 188 | 0.7395 | 0.0061 | 0.7395 | 0.8600 |
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- | No log | 19.0 | 190 | 0.7297 | 0.0282 | 0.7297 | 0.8543 |
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- | No log | 19.2 | 192 | 0.7397 | 0.0723 | 0.7397 | 0.8601 |
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- | No log | 19.4 | 194 | 0.7500 | 0.0214 | 0.7500 | 0.8661 |
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- | No log | 19.6 | 196 | 0.6987 | -0.0032 | 0.6987 | 0.8359 |
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- | No log | 19.8 | 198 | 0.7058 | 0.0479 | 0.7058 | 0.8401 |
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- | No log | 20.0 | 200 | 0.7776 | 0.0562 | 0.7776 | 0.8818 |
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- | No log | 20.2 | 202 | 0.8511 | -0.0845 | 0.8511 | 0.9225 |
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- | No log | 20.4 | 204 | 0.7924 | 0.1440 | 0.7924 | 0.8902 |
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- | No log | 20.6 | 206 | 0.7143 | -0.0033 | 0.7143 | 0.8452 |
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- | No log | 20.8 | 208 | 0.7193 | -0.0451 | 0.7193 | 0.8481 |
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- | No log | 21.0 | 210 | 0.6956 | 0.1021 | 0.6956 | 0.8341 |
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- | No log | 21.2 | 212 | 0.8050 | 0.1291 | 0.8050 | 0.8972 |
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- | No log | 21.4 | 214 | 0.9865 | -0.0923 | 0.9865 | 0.9932 |
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- | No log | 21.6 | 216 | 0.9159 | -0.0518 | 0.9159 | 0.9570 |
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- | No log | 21.8 | 218 | 0.7962 | 0.0247 | 0.7962 | 0.8923 |
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- | No log | 22.0 | 220 | 0.7623 | -0.0541 | 0.7623 | 0.8731 |
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- | No log | 22.2 | 222 | 0.7651 | -0.0541 | 0.7651 | 0.8747 |
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- | No log | 22.4 | 224 | 0.8002 | 0.0869 | 0.8002 | 0.8946 |
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- | No log | 22.6 | 226 | 0.8053 | -0.0195 | 0.8053 | 0.8974 |
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- | No log | 22.8 | 228 | 0.7856 | 0.0869 | 0.7856 | 0.8864 |
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- | No log | 23.0 | 230 | 0.7547 | 0.0914 | 0.7547 | 0.8688 |
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- | No log | 23.2 | 232 | 0.7430 | 0.0436 | 0.7430 | 0.8620 |
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- | No log | 23.4 | 234 | 0.7328 | 0.0 | 0.7328 | 0.8560 |
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- | No log | 23.6 | 236 | 0.7413 | 0.0436 | 0.7413 | 0.8610 |
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- | No log | 23.8 | 238 | 0.8711 | -0.0878 | 0.8711 | 0.9333 |
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- | No log | 24.0 | 240 | 1.0079 | 0.0353 | 1.0079 | 1.0040 |
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- | No log | 24.2 | 242 | 0.9327 | -0.0583 | 0.9327 | 0.9658 |
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- | No log | 24.4 | 244 | 0.7677 | 0.0680 | 0.7677 | 0.8762 |
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- | No log | 24.6 | 246 | 0.7308 | 0.0914 | 0.7308 | 0.8549 |
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- | No log | 24.8 | 248 | 0.7281 | 0.0094 | 0.7281 | 0.8533 |
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- | No log | 25.0 | 250 | 0.7254 | 0.1024 | 0.7254 | 0.8517 |
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- | No log | 25.2 | 252 | 0.7802 | -0.0812 | 0.7802 | 0.8833 |
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- | No log | 25.4 | 254 | 0.7687 | -0.0351 | 0.7687 | 0.8767 |
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- | No log | 25.6 | 256 | 0.7161 | 0.0460 | 0.7161 | 0.8462 |
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- | No log | 25.8 | 258 | 0.7513 | -0.0428 | 0.7513 | 0.8668 |
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- | No log | 26.0 | 260 | 0.8103 | -0.1201 | 0.8103 | 0.9001 |
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- | No log | 26.2 | 262 | 0.8509 | -0.1033 | 0.8509 | 0.9224 |
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- | No log | 26.4 | 264 | 0.7596 | 0.0628 | 0.7596 | 0.8716 |
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- | No log | 26.6 | 266 | 0.7145 | -0.0065 | 0.7145 | 0.8453 |
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- | No log | 26.8 | 268 | 0.7677 | 0.0723 | 0.7677 | 0.8762 |
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- | No log | 27.0 | 270 | 0.7786 | 0.0680 | 0.7786 | 0.8824 |
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- | No log | 27.2 | 272 | 0.7937 | 0.0723 | 0.7937 | 0.8909 |
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- | No log | 27.4 | 274 | 0.7297 | -0.0560 | 0.7297 | 0.8542 |
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- | No log | 27.6 | 276 | 0.7240 | -0.0062 | 0.7240 | 0.8509 |
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- | No log | 27.8 | 278 | 0.7155 | -0.0062 | 0.7155 | 0.8459 |
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- | No log | 28.0 | 280 | 0.7106 | 0.0436 | 0.7106 | 0.8429 |
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- | No log | 28.2 | 282 | 0.7323 | 0.0863 | 0.7323 | 0.8557 |
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- | No log | 28.4 | 284 | 0.7343 | 0.0318 | 0.7343 | 0.8569 |
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- | No log | 28.6 | 286 | 0.7227 | 0.0914 | 0.7227 | 0.8501 |
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- | No log | 28.8 | 288 | 0.7377 | 0.0318 | 0.7377 | 0.8589 |
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- | No log | 29.0 | 290 | 0.7515 | 0.0680 | 0.7515 | 0.8669 |
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- | No log | 29.2 | 292 | 0.7246 | 0.0355 | 0.7246 | 0.8513 |
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- | No log | 29.4 | 294 | 0.7149 | 0.0914 | 0.7149 | 0.8455 |
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- | No log | 29.6 | 296 | 0.7106 | 0.0436 | 0.7106 | 0.8430 |
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- | No log | 29.8 | 298 | 0.7056 | 0.0964 | 0.7056 | 0.8400 |
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- | No log | 30.0 | 300 | 0.7065 | 0.0964 | 0.7065 | 0.8405 |
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- | No log | 30.2 | 302 | 0.7262 | 0.1202 | 0.7262 | 0.8522 |
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- | No log | 30.4 | 304 | 0.7204 | 0.0909 | 0.7204 | 0.8488 |
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- | No log | 30.6 | 306 | 0.7206 | 0.0436 | 0.7206 | 0.8489 |
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- | No log | 30.8 | 308 | 0.7245 | 0.0970 | 0.7245 | 0.8512 |
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- | No log | 31.0 | 310 | 0.7406 | 0.0741 | 0.7406 | 0.8606 |
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- | No log | 31.2 | 312 | 0.7689 | 0.0660 | 0.7689 | 0.8769 |
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- | No log | 31.4 | 314 | 0.7729 | 0.0660 | 0.7729 | 0.8791 |
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- | No log | 31.6 | 316 | 0.7552 | 0.0660 | 0.7552 | 0.8690 |
210
- | No log | 31.8 | 318 | 0.7618 | 0.0639 | 0.7618 | 0.8728 |
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- | No log | 32.0 | 320 | 0.7418 | 0.0639 | 0.7418 | 0.8613 |
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- | No log | 32.2 | 322 | 0.7047 | 0.1371 | 0.7047 | 0.8395 |
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- | No log | 32.4 | 324 | 0.7034 | 0.1023 | 0.7034 | 0.8387 |
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- | No log | 32.6 | 326 | 0.7058 | 0.0556 | 0.7058 | 0.8401 |
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- | No log | 32.8 | 328 | 0.7098 | 0.0375 | 0.7098 | 0.8425 |
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- | No log | 33.0 | 330 | 0.7322 | -0.0170 | 0.7322 | 0.8557 |
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- | No log | 33.2 | 332 | 0.7709 | 0.0588 | 0.7709 | 0.8780 |
218
- | No log | 33.4 | 334 | 0.7913 | 0.0525 | 0.7913 | 0.8895 |
219
- | No log | 33.6 | 336 | 0.8692 | 0.0182 | 0.8692 | 0.9323 |
220
- | No log | 33.8 | 338 | 0.8821 | 0.0182 | 0.8821 | 0.9392 |
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- | No log | 34.0 | 340 | 0.8131 | -0.0408 | 0.8131 | 0.9017 |
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- | No log | 34.2 | 342 | 0.7517 | 0.0375 | 0.7517 | 0.8670 |
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- | No log | 34.4 | 344 | 0.7656 | 0.0033 | 0.7656 | 0.8750 |
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- | No log | 34.6 | 346 | 0.8160 | -0.0591 | 0.8160 | 0.9033 |
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- | No log | 34.8 | 348 | 0.8298 | -0.1474 | 0.8298 | 0.9109 |
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- | No log | 35.0 | 350 | 0.7881 | -0.1142 | 0.7881 | 0.8877 |
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- | No log | 35.2 | 352 | 0.7219 | 0.0064 | 0.7219 | 0.8497 |
228
- | No log | 35.4 | 354 | 0.7248 | 0.0479 | 0.7248 | 0.8514 |
229
- | No log | 35.6 | 356 | 0.8669 | 0.0111 | 0.8669 | 0.9311 |
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- | No log | 35.8 | 358 | 0.9846 | 0.0196 | 0.9846 | 0.9923 |
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- | No log | 36.0 | 360 | 0.9891 | 0.0305 | 0.9891 | 0.9945 |
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- | No log | 36.2 | 362 | 0.8313 | 0.0642 | 0.8313 | 0.9118 |
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- | No log | 36.4 | 364 | 0.7498 | 0.0680 | 0.7498 | 0.8659 |
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- | No log | 36.6 | 366 | 0.7439 | 0.0 | 0.7439 | 0.8625 |
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- | No log | 36.8 | 368 | 0.7526 | 0.0 | 0.7526 | 0.8675 |
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- | No log | 37.0 | 370 | 0.7469 | 0.0375 | 0.7469 | 0.8642 |
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- | No log | 37.2 | 372 | 0.7714 | -0.0295 | 0.7714 | 0.8783 |
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- | No log | 37.4 | 374 | 0.8074 | -0.0373 | 0.8074 | 0.8986 |
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- | No log | 37.6 | 376 | 0.8310 | -0.0809 | 0.8310 | 0.9116 |
240
- | No log | 37.8 | 378 | 0.8041 | -0.0755 | 0.8041 | 0.8967 |
241
- | No log | 38.0 | 380 | 0.7781 | -0.0331 | 0.7781 | 0.8821 |
242
- | No log | 38.2 | 382 | 0.7725 | 0.0588 | 0.7725 | 0.8789 |
243
- | No log | 38.4 | 384 | 0.7360 | 0.0759 | 0.7360 | 0.8579 |
244
- | No log | 38.6 | 386 | 0.7234 | 0.0807 | 0.7234 | 0.8505 |
245
- | No log | 38.8 | 388 | 0.7257 | 0.0318 | 0.7257 | 0.8519 |
246
- | No log | 39.0 | 390 | 0.7307 | 0.0318 | 0.7307 | 0.8548 |
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- | No log | 39.2 | 392 | 0.7559 | 0.0680 | 0.7559 | 0.8694 |
248
- | No log | 39.4 | 394 | 0.7931 | 0.0512 | 0.7931 | 0.8906 |
249
- | No log | 39.6 | 396 | 0.7968 | 0.0512 | 0.7968 | 0.8926 |
250
- | No log | 39.8 | 398 | 0.7824 | 0.0549 | 0.7824 | 0.8845 |
251
- | No log | 40.0 | 400 | 0.7857 | 0.0549 | 0.7857 | 0.8864 |
252
- | No log | 40.2 | 402 | 0.7688 | 0.0247 | 0.7688 | 0.8768 |
253
- | No log | 40.4 | 404 | 0.7515 | 0.0479 | 0.7515 | 0.8669 |
254
- | No log | 40.6 | 406 | 0.7499 | 0.0479 | 0.7499 | 0.8660 |
255
- | No log | 40.8 | 408 | 0.7557 | 0.0967 | 0.7557 | 0.8693 |
256
- | No log | 41.0 | 410 | 0.7456 | 0.0436 | 0.7456 | 0.8635 |
257
- | No log | 41.2 | 412 | 0.7655 | 0.0680 | 0.7655 | 0.8749 |
258
- | No log | 41.4 | 414 | 0.8276 | 0.0017 | 0.8276 | 0.9097 |
259
- | No log | 41.6 | 416 | 0.8706 | -0.0504 | 0.8706 | 0.9331 |
260
- | No log | 41.8 | 418 | 0.8360 | -0.0033 | 0.8360 | 0.9143 |
261
- | No log | 42.0 | 420 | 0.8056 | 0.0476 | 0.8056 | 0.8975 |
262
- | No log | 42.2 | 422 | 0.7567 | 0.0768 | 0.7567 | 0.8699 |
263
- | No log | 42.4 | 424 | 0.7535 | 0.0436 | 0.7535 | 0.8681 |
264
- | No log | 42.6 | 426 | 0.7571 | -0.0096 | 0.7571 | 0.8701 |
265
- | No log | 42.8 | 428 | 0.7452 | -0.0541 | 0.7452 | 0.8632 |
266
- | No log | 43.0 | 430 | 0.7535 | -0.0091 | 0.7535 | 0.8680 |
267
- | No log | 43.2 | 432 | 0.7870 | 0.0318 | 0.7870 | 0.8871 |
268
- | No log | 43.4 | 434 | 0.8698 | -0.1224 | 0.8698 | 0.9326 |
269
- | No log | 43.6 | 436 | 0.9308 | -0.0955 | 0.9308 | 0.9648 |
270
- | No log | 43.8 | 438 | 0.9314 | -0.0918 | 0.9314 | 0.9651 |
271
- | No log | 44.0 | 440 | 0.8628 | -0.1221 | 0.8628 | 0.9289 |
272
- | No log | 44.2 | 442 | 0.8451 | -0.1547 | 0.8451 | 0.9193 |
273
- | No log | 44.4 | 444 | 0.8194 | -0.0240 | 0.8194 | 0.9052 |
274
- | No log | 44.6 | 446 | 0.8070 | 0.0236 | 0.8070 | 0.8983 |
275
- | No log | 44.8 | 448 | 0.8147 | 0.0175 | 0.8147 | 0.9026 |
276
- | No log | 45.0 | 450 | 0.8350 | -0.0809 | 0.8350 | 0.9138 |
277
- | No log | 45.2 | 452 | 0.8487 | -0.1212 | 0.8487 | 0.9213 |
278
- | No log | 45.4 | 454 | 0.8463 | -0.1212 | 0.8463 | 0.9199 |
279
- | No log | 45.6 | 456 | 0.8859 | -0.1271 | 0.8859 | 0.9412 |
280
- | No log | 45.8 | 458 | 0.8506 | -0.1267 | 0.8506 | 0.9223 |
281
- | No log | 46.0 | 460 | 0.8131 | -0.0425 | 0.8131 | 0.9017 |
282
- | No log | 46.2 | 462 | 0.7674 | 0.0768 | 0.7674 | 0.8760 |
283
- | No log | 46.4 | 464 | 0.7528 | 0.0355 | 0.7528 | 0.8677 |
284
- | No log | 46.6 | 466 | 0.7540 | 0.0338 | 0.7540 | 0.8684 |
285
- | No log | 46.8 | 468 | 0.7554 | 0.0776 | 0.7554 | 0.8691 |
286
- | No log | 47.0 | 470 | 0.7521 | 0.1096 | 0.7521 | 0.8673 |
287
- | No log | 47.2 | 472 | 0.7419 | 0.1146 | 0.7419 | 0.8613 |
288
- | No log | 47.4 | 474 | 0.7322 | 0.0454 | 0.7322 | 0.8557 |
289
- | No log | 47.6 | 476 | 0.7342 | 0.0436 | 0.7342 | 0.8569 |
290
- | No log | 47.8 | 478 | 0.7446 | 0.1254 | 0.7446 | 0.8629 |
291
- | No log | 48.0 | 480 | 0.7758 | 0.0588 | 0.7758 | 0.8808 |
292
- | No log | 48.2 | 482 | 0.8324 | -0.0788 | 0.8324 | 0.9124 |
293
- | No log | 48.4 | 484 | 0.8837 | -0.1589 | 0.8837 | 0.9400 |
294
- | No log | 48.6 | 486 | 0.9233 | -0.1230 | 0.9233 | 0.9609 |
295
- | No log | 48.8 | 488 | 0.8670 | -0.1605 | 0.8670 | 0.9311 |
296
- | No log | 49.0 | 490 | 0.7982 | 0.1202 | 0.7982 | 0.8934 |
297
- | No log | 49.2 | 492 | 0.7860 | 0.1691 | 0.7860 | 0.8866 |
298
- | No log | 49.4 | 494 | 0.8120 | -0.0408 | 0.8120 | 0.9011 |
299
- | No log | 49.6 | 496 | 0.8602 | -0.1271 | 0.8602 | 0.9275 |
300
- | No log | 49.8 | 498 | 0.9044 | -0.1274 | 0.9044 | 0.9510 |
301
- | 0.2396 | 50.0 | 500 | 0.9461 | -0.0606 | 0.9461 | 0.9727 |
302
- | 0.2396 | 50.2 | 502 | 0.9218 | -0.1276 | 0.9218 | 0.9601 |
303
- | 0.2396 | 50.4 | 504 | 0.8569 | -0.1957 | 0.8569 | 0.9257 |
304
- | 0.2396 | 50.6 | 506 | 0.8241 | -0.0295 | 0.8241 | 0.9078 |
305
- | 0.2396 | 50.8 | 508 | 0.8350 | -0.1200 | 0.8350 | 0.9138 |
306
- | 0.2396 | 51.0 | 510 | 0.8146 | 0.0282 | 0.8146 | 0.9026 |
307
- | 0.2396 | 51.2 | 512 | 0.7759 | 0.0395 | 0.7759 | 0.8809 |
308
- | 0.2396 | 51.4 | 514 | 0.7634 | -0.0091 | 0.7634 | 0.8737 |
309
- | 0.2396 | 51.6 | 516 | 0.7683 | -0.0091 | 0.7683 | 0.8765 |
310
- | 0.2396 | 51.8 | 518 | 0.7856 | -0.0612 | 0.7856 | 0.8864 |
311
- | 0.2396 | 52.0 | 520 | 0.8391 | -0.0390 | 0.8391 | 0.9160 |
312
- | 0.2396 | 52.2 | 522 | 0.8640 | -0.1265 | 0.8640 | 0.9295 |
313
- | 0.2396 | 52.4 | 524 | 0.8695 | -0.0916 | 0.8695 | 0.9325 |
314
- | 0.2396 | 52.6 | 526 | 0.8902 | -0.1277 | 0.8902 | 0.9435 |
315
- | 0.2396 | 52.8 | 528 | 0.8739 | -0.0923 | 0.8739 | 0.9348 |
316
- | 0.2396 | 53.0 | 530 | 0.8550 | -0.0916 | 0.8550 | 0.9247 |
 
 
 
 
 
 
317
 
318
 
319
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k5_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_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k5_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: 0.8931
19
+ - Qwk: -0.0138
20
+ - Mse: 0.8931
21
+ - Rmse: 0.9451
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1538 | 2 | 3.8664 | 0.0017 | 3.8664 | 1.9663 |
53
+ | No log | 0.3077 | 4 | 2.0204 | 0.0672 | 2.0204 | 1.4214 |
54
+ | No log | 0.4615 | 6 | 2.5026 | -0.0150 | 2.5026 | 1.5820 |
55
+ | No log | 0.6154 | 8 | 1.7223 | 0.0194 | 1.7223 | 1.3124 |
56
+ | No log | 0.7692 | 10 | 1.6980 | -0.0996 | 1.6980 | 1.3031 |
57
+ | No log | 0.9231 | 12 | 0.9377 | 0.0134 | 0.9377 | 0.9683 |
58
+ | No log | 1.0769 | 14 | 1.0291 | 0.0651 | 1.0291 | 1.0145 |
59
+ | No log | 1.2308 | 16 | 1.7916 | -0.0712 | 1.7916 | 1.3385 |
60
+ | No log | 1.3846 | 18 | 1.3110 | -0.0712 | 1.3110 | 1.1450 |
61
+ | No log | 1.5385 | 20 | 0.7653 | -0.0695 | 0.7653 | 0.8748 |
62
+ | No log | 1.6923 | 22 | 0.7318 | -0.0551 | 0.7318 | 0.8555 |
63
+ | No log | 1.8462 | 24 | 0.8383 | 0.1107 | 0.8383 | 0.9156 |
64
+ | No log | 2.0 | 26 | 1.1859 | -0.0457 | 1.1859 | 1.0890 |
65
+ | No log | 2.1538 | 28 | 1.3996 | -0.0490 | 1.3996 | 1.1830 |
66
+ | No log | 2.3077 | 30 | 1.0437 | -0.0411 | 1.0437 | 1.0216 |
67
+ | No log | 2.4615 | 32 | 0.8414 | -0.0408 | 0.8414 | 0.9173 |
68
+ | No log | 2.6154 | 34 | 0.8846 | 0.0287 | 0.8846 | 0.9405 |
69
+ | No log | 2.7692 | 36 | 0.9781 | 0.0458 | 0.9781 | 0.9890 |
70
+ | No log | 2.9231 | 38 | 1.3263 | -0.0468 | 1.3263 | 1.1516 |
71
+ | No log | 3.0769 | 40 | 1.2289 | -0.0446 | 1.2289 | 1.1086 |
72
+ | No log | 3.2308 | 42 | 0.8090 | -0.0331 | 0.8090 | 0.8994 |
73
+ | No log | 3.3846 | 44 | 0.7235 | 0.0460 | 0.7235 | 0.8506 |
74
+ | No log | 3.5385 | 46 | 0.8072 | -0.1249 | 0.8072 | 0.8984 |
75
+ | No log | 3.6923 | 48 | 1.7579 | 0.0059 | 1.7579 | 1.3259 |
76
+ | No log | 3.8462 | 50 | 2.1972 | -0.0474 | 2.1972 | 1.4823 |
77
+ | No log | 4.0 | 52 | 1.4783 | -0.0098 | 1.4783 | 1.2159 |
78
+ | No log | 4.1538 | 54 | 0.8533 | -0.1994 | 0.8533 | 0.9237 |
79
+ | No log | 4.3077 | 56 | 0.8381 | -0.1527 | 0.8381 | 0.9155 |
80
+ | No log | 4.4615 | 58 | 1.0014 | -0.0468 | 1.0014 | 1.0007 |
81
+ | No log | 4.6154 | 60 | 1.4287 | 0.0231 | 1.4287 | 1.1953 |
82
+ | No log | 4.7692 | 62 | 1.4642 | -0.0387 | 1.4642 | 1.2100 |
83
+ | No log | 4.9231 | 64 | 0.9552 | -0.0757 | 0.9552 | 0.9774 |
84
+ | No log | 5.0769 | 66 | 0.8319 | -0.1916 | 0.8319 | 0.9121 |
85
+ | No log | 5.2308 | 68 | 0.9402 | -0.0694 | 0.9402 | 0.9697 |
86
+ | No log | 5.3846 | 70 | 1.6269 | -0.0399 | 1.6269 | 1.2755 |
87
+ | No log | 5.5385 | 72 | 1.8716 | -0.0890 | 1.8716 | 1.3681 |
88
+ | No log | 5.6923 | 74 | 1.2521 | 0.0086 | 1.2521 | 1.1190 |
89
+ | No log | 5.8462 | 76 | 0.8574 | -0.1116 | 0.8574 | 0.9259 |
90
+ | No log | 6.0 | 78 | 0.8172 | -0.1468 | 0.8172 | 0.9040 |
91
+ | No log | 6.1538 | 80 | 0.8945 | -0.1184 | 0.8945 | 0.9458 |
92
+ | No log | 6.3077 | 82 | 1.0372 | -0.1214 | 1.0372 | 1.0184 |
93
+ | No log | 6.4615 | 84 | 0.9859 | -0.0391 | 0.9859 | 0.9929 |
94
+ | No log | 6.6154 | 86 | 0.8213 | -0.1088 | 0.8213 | 0.9063 |
95
+ | No log | 6.7692 | 88 | 0.8082 | -0.1081 | 0.8082 | 0.8990 |
96
+ | No log | 6.9231 | 90 | 0.9699 | -0.0837 | 0.9699 | 0.9848 |
97
+ | No log | 7.0769 | 92 | 1.0628 | -0.0500 | 1.0628 | 1.0309 |
98
+ | No log | 7.2308 | 94 | 0.8615 | -0.1521 | 0.8615 | 0.9282 |
99
+ | No log | 7.3846 | 96 | 0.8601 | -0.1531 | 0.8601 | 0.9274 |
100
+ | No log | 7.5385 | 98 | 0.9974 | -0.1111 | 0.9974 | 0.9987 |
101
+ | No log | 7.6923 | 100 | 1.1405 | -0.0466 | 1.1405 | 1.0679 |
102
+ | No log | 7.8462 | 102 | 0.9336 | -0.1093 | 0.9336 | 0.9662 |
103
+ | No log | 8.0 | 104 | 0.9810 | -0.1501 | 0.9810 | 0.9905 |
104
+ | No log | 8.1538 | 106 | 1.0432 | -0.1127 | 1.0432 | 1.0214 |
105
+ | No log | 8.3077 | 108 | 0.8584 | -0.0669 | 0.8584 | 0.9265 |
106
+ | No log | 8.4615 | 110 | 0.8732 | -0.0283 | 0.8732 | 0.9344 |
107
+ | No log | 8.6154 | 112 | 1.0085 | -0.0097 | 1.0085 | 1.0042 |
108
+ | No log | 8.7692 | 114 | 1.0846 | -0.0194 | 1.0846 | 1.0415 |
109
+ | No log | 8.9231 | 116 | 0.9281 | -0.1140 | 0.9281 | 0.9634 |
110
+ | No log | 9.0769 | 118 | 0.9213 | -0.1093 | 0.9213 | 0.9599 |
111
+ | No log | 9.2308 | 120 | 1.1421 | -0.1566 | 1.1421 | 1.0687 |
112
+ | No log | 9.3846 | 122 | 1.2531 | -0.0948 | 1.2531 | 1.1194 |
113
+ | No log | 9.5385 | 124 | 0.9502 | -0.0809 | 0.9502 | 0.9748 |
114
+ | No log | 9.6923 | 126 | 0.8125 | -0.0062 | 0.8125 | 0.9014 |
115
+ | No log | 9.8462 | 128 | 0.8166 | 0.0375 | 0.8166 | 0.9037 |
116
+ | No log | 10.0 | 130 | 0.8936 | -0.0355 | 0.8936 | 0.9453 |
117
+ | No log | 10.1538 | 132 | 1.1092 | -0.0966 | 1.1092 | 1.0532 |
118
+ | No log | 10.3077 | 134 | 1.1552 | -0.1875 | 1.1552 | 1.0748 |
119
+ | No log | 10.4615 | 136 | 0.9405 | 0.0152 | 0.9405 | 0.9698 |
120
+ | No log | 10.6154 | 138 | 0.8573 | -0.0118 | 0.8573 | 0.9259 |
121
+ | No log | 10.7692 | 140 | 0.9007 | 0.0183 | 0.9007 | 0.9490 |
122
+ | No log | 10.9231 | 142 | 0.9137 | 0.0095 | 0.9137 | 0.9559 |
123
+ | No log | 11.0769 | 144 | 0.8730 | 0.0183 | 0.8730 | 0.9343 |
124
+ | No log | 11.2308 | 146 | 1.0382 | -0.0837 | 1.0382 | 1.0189 |
125
+ | No log | 11.3846 | 148 | 1.0970 | -0.1172 | 1.0970 | 1.0474 |
126
+ | No log | 11.5385 | 150 | 0.9539 | -0.1083 | 0.9539 | 0.9767 |
127
+ | No log | 11.6923 | 152 | 0.8769 | -0.0407 | 0.8769 | 0.9364 |
128
+ | No log | 11.8462 | 154 | 0.8369 | 0.0030 | 0.8369 | 0.9148 |
129
+ | No log | 12.0 | 156 | 0.8866 | -0.1191 | 0.8866 | 0.9416 |
130
+ | No log | 12.1538 | 158 | 1.1599 | -0.0575 | 1.1599 | 1.0770 |
131
+ | No log | 12.3077 | 160 | 1.1204 | -0.0563 | 1.1204 | 1.0585 |
132
+ | No log | 12.4615 | 162 | 1.0565 | -0.0885 | 1.0565 | 1.0279 |
133
+ | No log | 12.6154 | 164 | 0.8838 | -0.0295 | 0.8838 | 0.9401 |
134
+ | No log | 12.7692 | 166 | 0.9002 | -0.1506 | 0.9002 | 0.9488 |
135
+ | No log | 12.9231 | 168 | 0.9042 | -0.1083 | 0.9042 | 0.9509 |
136
+ | No log | 13.0769 | 170 | 0.8463 | -0.1060 | 0.8463 | 0.9199 |
137
+ | No log | 13.2308 | 172 | 0.8215 | -0.0578 | 0.8215 | 0.9064 |
138
+ | No log | 13.3846 | 174 | 0.9449 | -0.0799 | 0.9449 | 0.9721 |
139
+ | No log | 13.5385 | 176 | 1.1164 | -0.0563 | 1.1164 | 1.0566 |
140
+ | No log | 13.6923 | 178 | 0.9974 | -0.0828 | 0.9974 | 0.9987 |
141
+ | No log | 13.8462 | 180 | 0.8554 | -0.0488 | 0.8554 | 0.9249 |
142
+ | No log | 14.0 | 182 | 0.8528 | -0.0678 | 0.8528 | 0.9235 |
143
+ | No log | 14.1538 | 184 | 0.8022 | 0.0099 | 0.8022 | 0.8956 |
144
+ | No log | 14.3077 | 186 | 0.8184 | -0.1524 | 0.8184 | 0.9047 |
145
+ | No log | 14.4615 | 188 | 1.3905 | -0.0925 | 1.3905 | 1.1792 |
146
+ | No log | 14.6154 | 190 | 1.9470 | -0.0975 | 1.9470 | 1.3953 |
147
+ | No log | 14.7692 | 192 | 1.8743 | -0.0996 | 1.8743 | 1.3691 |
148
+ | No log | 14.9231 | 194 | 1.3683 | -0.0657 | 1.3683 | 1.1697 |
149
+ | No log | 15.0769 | 196 | 0.9800 | -0.1219 | 0.9800 | 0.9900 |
150
+ | No log | 15.2308 | 198 | 0.9053 | -0.0391 | 0.9053 | 0.9515 |
151
+ | No log | 15.3846 | 200 | 0.8995 | 0.0068 | 0.8995 | 0.9484 |
152
+ | No log | 15.5385 | 202 | 1.0041 | -0.1582 | 1.0041 | 1.0021 |
153
+ | No log | 15.6923 | 204 | 1.1688 | -0.0720 | 1.1688 | 1.0811 |
154
+ | No log | 15.8462 | 206 | 1.2063 | -0.0720 | 1.2063 | 1.0983 |
155
+ | No log | 16.0 | 208 | 1.0817 | -0.0925 | 1.0817 | 1.0401 |
156
+ | No log | 16.1538 | 210 | 0.9407 | -0.0694 | 0.9407 | 0.9699 |
157
+ | No log | 16.3077 | 212 | 0.9080 | -0.1093 | 0.9080 | 0.9529 |
158
+ | No log | 16.4615 | 214 | 0.9696 | -0.0828 | 0.9696 | 0.9847 |
159
+ | No log | 16.6154 | 216 | 1.0814 | -0.0964 | 1.0814 | 1.0399 |
160
+ | No log | 16.7692 | 218 | 1.0849 | -0.0712 | 1.0849 | 1.0416 |
161
+ | No log | 16.9231 | 220 | 0.9522 | -0.0905 | 0.9522 | 0.9758 |
162
+ | No log | 17.0769 | 222 | 0.8078 | 0.0355 | 0.8078 | 0.8988 |
163
+ | No log | 17.2308 | 224 | 0.8056 | -0.0532 | 0.8056 | 0.8976 |
164
+ | No log | 17.3846 | 226 | 0.8412 | -0.0118 | 0.8412 | 0.9172 |
165
+ | No log | 17.5385 | 228 | 0.9676 | -0.1209 | 0.9676 | 0.9836 |
166
+ | No log | 17.6923 | 230 | 1.1473 | -0.0563 | 1.1473 | 1.0711 |
167
+ | No log | 17.8462 | 232 | 1.1020 | -0.0526 | 1.1020 | 1.0497 |
168
+ | No log | 18.0 | 234 | 0.9567 | -0.1997 | 0.9567 | 0.9781 |
169
+ | No log | 18.1538 | 236 | 0.8773 | -0.0488 | 0.8773 | 0.9366 |
170
+ | No log | 18.3077 | 238 | 0.8778 | -0.0550 | 0.8778 | 0.9369 |
171
+ | No log | 18.4615 | 240 | 0.9469 | -0.1623 | 0.9469 | 0.9731 |
172
+ | No log | 18.6154 | 242 | 1.1880 | -0.0586 | 1.1880 | 1.0900 |
173
+ | No log | 18.7692 | 244 | 1.3360 | -0.1256 | 1.3360 | 1.1559 |
174
+ | No log | 18.9231 | 246 | 1.2501 | -0.0974 | 1.2501 | 1.1181 |
175
+ | No log | 19.0769 | 248 | 1.0523 | -0.0953 | 1.0523 | 1.0258 |
176
+ | No log | 19.2308 | 250 | 0.9344 | 0.0152 | 0.9344 | 0.9667 |
177
+ | No log | 19.3846 | 252 | 0.9464 | -0.0252 | 0.9464 | 0.9728 |
178
+ | No log | 19.5385 | 254 | 1.0028 | -0.2392 | 1.0028 | 1.0014 |
179
+ | No log | 19.6923 | 256 | 1.0136 | -0.1609 | 1.0136 | 1.0068 |
180
+ | No log | 19.8462 | 258 | 0.9143 | -0.0295 | 0.9143 | 0.9562 |
181
+ | No log | 20.0 | 260 | 0.9019 | -0.1206 | 0.9019 | 0.9497 |
182
+ | No log | 20.1538 | 262 | 1.0037 | -0.0586 | 1.0037 | 1.0018 |
183
+ | No log | 20.3077 | 264 | 1.1132 | 0.0238 | 1.1132 | 1.0551 |
184
+ | No log | 20.4615 | 266 | 1.0809 | 0.0006 | 1.0809 | 1.0397 |
185
+ | No log | 20.6154 | 268 | 1.0230 | 0.0111 | 1.0230 | 1.0114 |
186
+ | No log | 20.7692 | 270 | 1.0740 | 0.0067 | 1.0740 | 1.0364 |
187
+ | No log | 20.9231 | 272 | 1.1588 | 0.0282 | 1.1588 | 1.0765 |
188
+ | No log | 21.0769 | 274 | 1.0929 | -0.0211 | 1.0929 | 1.0454 |
189
+ | No log | 21.2308 | 276 | 1.0003 | -0.1601 | 1.0003 | 1.0002 |
190
+ | No log | 21.3846 | 278 | 0.9425 | -0.0723 | 0.9425 | 0.9708 |
191
+ | No log | 21.5385 | 280 | 0.9619 | -0.1557 | 0.9619 | 0.9808 |
192
+ | No log | 21.6923 | 282 | 0.9952 | -0.1605 | 0.9952 | 0.9976 |
193
+ | No log | 21.8462 | 284 | 1.1563 | -0.0306 | 1.1563 | 1.0753 |
194
+ | No log | 22.0 | 286 | 1.1916 | -0.0385 | 1.1916 | 1.0916 |
195
+ | No log | 22.1538 | 288 | 1.0083 | -0.0583 | 1.0083 | 1.0041 |
196
+ | No log | 22.3077 | 290 | 0.8539 | -0.0686 | 0.8539 | 0.9240 |
197
+ | No log | 22.4615 | 292 | 0.8170 | -0.0170 | 0.8170 | 0.9039 |
198
+ | No log | 22.6154 | 294 | 0.8243 | -0.0170 | 0.8243 | 0.9079 |
199
+ | No log | 22.7692 | 296 | 0.8676 | -0.0408 | 0.8676 | 0.9315 |
200
+ | No log | 22.9231 | 298 | 0.9507 | -0.1277 | 0.9507 | 0.9750 |
201
+ | No log | 23.0769 | 300 | 0.9245 | -0.0916 | 0.9245 | 0.9615 |
202
+ | No log | 23.2308 | 302 | 0.8560 | -0.0778 | 0.8560 | 0.9252 |
203
+ | No log | 23.3846 | 304 | 0.8174 | -0.0179 | 0.8174 | 0.9041 |
204
+ | No log | 23.5385 | 306 | 0.8127 | -0.0118 | 0.8127 | 0.9015 |
205
+ | No log | 23.6923 | 308 | 0.8152 | -0.1180 | 0.8152 | 0.9029 |
206
+ | No log | 23.8462 | 310 | 0.8801 | -0.0101 | 0.8801 | 0.9381 |
207
+ | No log | 24.0 | 312 | 0.9498 | -0.0558 | 0.9498 | 0.9746 |
208
+ | No log | 24.1538 | 314 | 0.8871 | -0.0182 | 0.8871 | 0.9418 |
209
+ | No log | 24.3077 | 316 | 0.8086 | -0.0704 | 0.8086 | 0.8992 |
210
+ | No log | 24.4615 | 318 | 0.7964 | 0.0395 | 0.7964 | 0.8924 |
211
+ | No log | 24.6154 | 320 | 0.8182 | 0.0723 | 0.8182 | 0.9046 |
212
+ | No log | 24.7692 | 322 | 0.8523 | -0.0788 | 0.8523 | 0.9232 |
213
+ | No log | 24.9231 | 324 | 0.9280 | -0.0513 | 0.9280 | 0.9633 |
214
+ | No log | 25.0769 | 326 | 1.0846 | -0.0677 | 1.0846 | 1.0414 |
215
+ | No log | 25.2308 | 328 | 1.0686 | -0.0563 | 1.0686 | 1.0337 |
216
+ | No log | 25.3846 | 330 | 1.0496 | -0.0885 | 1.0496 | 1.0245 |
217
+ | No log | 25.5385 | 332 | 0.9358 | -0.0408 | 0.9358 | 0.9674 |
218
+ | No log | 25.6923 | 334 | 0.8740 | -0.0056 | 0.8740 | 0.9349 |
219
+ | No log | 25.8462 | 336 | 0.8580 | -0.0029 | 0.8580 | 0.9263 |
220
+ | No log | 26.0 | 338 | 0.8900 | 0.0146 | 0.8900 | 0.9434 |
221
+ | No log | 26.1538 | 340 | 0.9837 | -0.0563 | 0.9837 | 0.9918 |
222
+ | No log | 26.3077 | 342 | 1.0635 | -0.0712 | 1.0635 | 1.0312 |
223
+ | No log | 26.4615 | 344 | 1.0830 | -0.1006 | 1.0830 | 1.0407 |
224
+ | No log | 26.6154 | 346 | 1.0332 | -0.0385 | 1.0332 | 1.0165 |
225
+ | No log | 26.7692 | 348 | 0.9500 | -0.1228 | 0.9500 | 0.9747 |
226
+ | No log | 26.9231 | 350 | 0.8966 | -0.0486 | 0.8966 | 0.9469 |
227
+ | No log | 27.0769 | 352 | 0.9134 | -0.0157 | 0.9134 | 0.9557 |
228
+ | No log | 27.2308 | 354 | 0.9816 | 0.0772 | 0.9816 | 0.9907 |
229
+ | No log | 27.3846 | 356 | 0.9572 | 0.0772 | 0.9572 | 0.9783 |
230
+ | No log | 27.5385 | 358 | 0.8710 | 0.0207 | 0.8710 | 0.9332 |
231
+ | No log | 27.6923 | 360 | 0.7987 | -0.0743 | 0.7987 | 0.8937 |
232
+ | No log | 27.8462 | 362 | 0.7962 | -0.0743 | 0.7962 | 0.8923 |
233
+ | No log | 28.0 | 364 | 0.8024 | -0.0252 | 0.8024 | 0.8958 |
234
+ | No log | 28.1538 | 366 | 0.8408 | 0.0016 | 0.8408 | 0.9169 |
235
+ | No log | 28.3077 | 368 | 0.8511 | 0.1001 | 0.8511 | 0.9225 |
236
+ | No log | 28.4615 | 370 | 0.9046 | -0.0828 | 0.9046 | 0.9511 |
237
+ | No log | 28.6154 | 372 | 0.9983 | -0.0972 | 0.9983 | 0.9992 |
238
+ | No log | 28.7692 | 374 | 0.9928 | -0.0638 | 0.9928 | 0.9964 |
239
+ | No log | 28.9231 | 376 | 0.8900 | -0.1212 | 0.8900 | 0.9434 |
240
+ | No log | 29.0769 | 378 | 0.8308 | 0.0821 | 0.8308 | 0.9115 |
241
+ | No log | 29.2308 | 380 | 0.8309 | 0.0357 | 0.8309 | 0.9115 |
242
+ | No log | 29.3846 | 382 | 0.8351 | 0.0821 | 0.8351 | 0.9138 |
243
+ | No log | 29.5385 | 384 | 0.9014 | -0.0854 | 0.9014 | 0.9494 |
244
+ | No log | 29.6923 | 386 | 0.9656 | -0.0236 | 0.9656 | 0.9826 |
245
+ | No log | 29.8462 | 388 | 0.9617 | -0.0551 | 0.9617 | 0.9807 |
246
+ | No log | 30.0 | 390 | 0.9654 | -0.0551 | 0.9654 | 0.9825 |
247
+ | No log | 30.1538 | 392 | 0.9090 | -0.1214 | 0.9090 | 0.9534 |
248
+ | No log | 30.3077 | 394 | 0.9096 | -0.1209 | 0.9096 | 0.9537 |
249
+ | No log | 30.4615 | 396 | 0.8908 | -0.1191 | 0.8908 | 0.9438 |
250
+ | No log | 30.6154 | 398 | 0.8989 | -0.1572 | 0.8989 | 0.9481 |
251
+ | No log | 30.7692 | 400 | 0.9551 | -0.0809 | 0.9551 | 0.9773 |
252
+ | No log | 30.9231 | 402 | 0.9984 | -0.0837 | 0.9984 | 0.9992 |
253
+ | No log | 31.0769 | 404 | 1.1189 | -0.0586 | 1.1189 | 1.0578 |
254
+ | No log | 31.2308 | 406 | 1.1224 | -0.0918 | 1.1224 | 1.0594 |
255
+ | No log | 31.3846 | 408 | 1.0822 | -0.1558 | 1.0822 | 1.0403 |
256
+ | No log | 31.5385 | 410 | 0.9910 | -0.0551 | 0.9910 | 0.9955 |
257
+ | No log | 31.6923 | 412 | 0.8736 | -0.0316 | 0.8736 | 0.9347 |
258
+ | No log | 31.8462 | 414 | 0.8360 | -0.0118 | 0.8360 | 0.9143 |
259
+ | No log | 32.0 | 416 | 0.8329 | 0.0814 | 0.8329 | 0.9126 |
260
+ | No log | 32.1538 | 418 | 0.8755 | -0.0336 | 0.8755 | 0.9357 |
261
+ | No log | 32.3077 | 420 | 1.0141 | -0.0245 | 1.0141 | 1.0070 |
262
+ | No log | 32.4615 | 422 | 1.0934 | -0.1287 | 1.0934 | 1.0457 |
263
+ | No log | 32.6154 | 424 | 1.0594 | -0.1599 | 1.0594 | 1.0293 |
264
+ | No log | 32.7692 | 426 | 0.9554 | -0.0870 | 0.9554 | 0.9774 |
265
+ | No log | 32.9231 | 428 | 0.8489 | 0.0123 | 0.8489 | 0.9213 |
266
+ | No log | 33.0769 | 430 | 0.8171 | -0.0059 | 0.8171 | 0.9039 |
267
+ | No log | 33.2308 | 432 | 0.8178 | -0.0493 | 0.8178 | 0.9043 |
268
+ | No log | 33.3846 | 434 | 0.8243 | -0.0567 | 0.8243 | 0.9079 |
269
+ | No log | 33.5385 | 436 | 0.9676 | -0.0456 | 0.9676 | 0.9837 |
270
+ | No log | 33.6923 | 438 | 1.1456 | -0.1550 | 1.1456 | 1.0703 |
271
+ | No log | 33.8462 | 440 | 1.1691 | -0.1581 | 1.1691 | 1.0812 |
272
+ | No log | 34.0 | 442 | 1.1061 | -0.1245 | 1.1061 | 1.0517 |
273
+ | No log | 34.1538 | 444 | 1.0010 | -0.0539 | 1.0010 | 1.0005 |
274
+ | No log | 34.3077 | 446 | 0.8983 | 0.0095 | 0.8983 | 0.9478 |
275
+ | No log | 34.4615 | 448 | 0.8859 | 0.0562 | 0.8859 | 0.9412 |
276
+ | No log | 34.6154 | 450 | 0.8777 | 0.0095 | 0.8777 | 0.9368 |
277
+ | No log | 34.7692 | 452 | 0.8719 | 0.0095 | 0.8719 | 0.9338 |
278
+ | No log | 34.9231 | 454 | 0.9193 | -0.1212 | 0.9193 | 0.9588 |
279
+ | No log | 35.0769 | 456 | 0.9410 | -0.0138 | 0.9410 | 0.9701 |
280
+ | No log | 35.2308 | 458 | 1.0078 | 0.0067 | 1.0078 | 1.0039 |
281
+ | No log | 35.3846 | 460 | 1.0449 | -0.0359 | 1.0449 | 1.0222 |
282
+ | No log | 35.5385 | 462 | 0.9971 | 0.0067 | 0.9971 | 0.9985 |
283
+ | No log | 35.6923 | 464 | 0.8888 | -0.0425 | 0.8888 | 0.9428 |
284
+ | No log | 35.8462 | 466 | 0.8792 | -0.1206 | 0.8792 | 0.9377 |
285
+ | No log | 36.0 | 468 | 0.8501 | -0.1191 | 0.8501 | 0.9220 |
286
+ | No log | 36.1538 | 470 | 0.8514 | 0.0289 | 0.8514 | 0.9227 |
287
+ | No log | 36.3077 | 472 | 0.8574 | -0.1077 | 0.8574 | 0.9259 |
288
+ | No log | 36.4615 | 474 | 0.8862 | -0.1200 | 0.8862 | 0.9414 |
289
+ | No log | 36.6154 | 476 | 0.9421 | -0.1226 | 0.9421 | 0.9706 |
290
+ | No log | 36.7692 | 478 | 0.9434 | -0.0877 | 0.9434 | 0.9713 |
291
+ | No log | 36.9231 | 480 | 0.9296 | -0.0157 | 0.9296 | 0.9642 |
292
+ | No log | 37.0769 | 482 | 0.9522 | -0.0571 | 0.9522 | 0.9758 |
293
+ | No log | 37.2308 | 484 | 1.0374 | -0.0031 | 1.0374 | 1.0185 |
294
+ | No log | 37.3846 | 486 | 1.0374 | -0.0385 | 1.0374 | 1.0185 |
295
+ | No log | 37.5385 | 488 | 0.9395 | -0.0617 | 0.9395 | 0.9693 |
296
+ | No log | 37.6923 | 490 | 0.8696 | -0.0845 | 0.8696 | 0.9325 |
297
+ | No log | 37.8462 | 492 | 0.8336 | -0.0391 | 0.8336 | 0.9130 |
298
+ | No log | 38.0 | 494 | 0.8397 | -0.0391 | 0.8397 | 0.9163 |
299
+ | No log | 38.1538 | 496 | 0.8935 | 0.0250 | 0.8935 | 0.9453 |
300
+ | No log | 38.3077 | 498 | 1.0374 | -0.0899 | 1.0374 | 1.0185 |
301
+ | 0.216 | 38.4615 | 500 | 1.1717 | -0.0049 | 1.1717 | 1.0825 |
302
+ | 0.216 | 38.6154 | 502 | 1.2088 | -0.0695 | 1.2088 | 1.0995 |
303
+ | 0.216 | 38.7692 | 504 | 1.1775 | -0.0712 | 1.1775 | 1.0851 |
304
+ | 0.216 | 38.9231 | 506 | 1.1018 | -0.0704 | 1.1018 | 1.0497 |
305
+ | 0.216 | 39.0769 | 508 | 0.9879 | 0.0305 | 0.9879 | 0.9939 |
306
+ | 0.216 | 39.2308 | 510 | 0.9314 | 0.0089 | 0.9314 | 0.9651 |
307
+ | 0.216 | 39.3846 | 512 | 0.9537 | 0.0329 | 0.9537 | 0.9766 |
308
+ | 0.216 | 39.5385 | 514 | 0.9800 | 0.0329 | 0.9800 | 0.9900 |
309
+ | 0.216 | 39.6923 | 516 | 1.0030 | 0.1007 | 1.0030 | 1.0015 |
310
+ | 0.216 | 39.8462 | 518 | 1.0681 | 0.0305 | 1.0681 | 1.0335 |
311
+ | 0.216 | 40.0 | 520 | 1.0577 | -0.0031 | 1.0577 | 1.0285 |
312
+ | 0.216 | 40.1538 | 522 | 0.9510 | 0.0089 | 0.9510 | 0.9752 |
313
+ | 0.216 | 40.3077 | 524 | 0.9106 | 0.0157 | 0.9106 | 0.9542 |
314
+ | 0.216 | 40.4615 | 526 | 0.8841 | -0.0138 | 0.8841 | 0.9403 |
315
+ | 0.216 | 40.6154 | 528 | 0.8548 | -0.0818 | 0.8548 | 0.9245 |
316
+ | 0.216 | 40.7692 | 530 | 0.8398 | 0.0456 | 0.8398 | 0.9164 |
317
+ | 0.216 | 40.9231 | 532 | 0.8457 | 0.0525 | 0.8457 | 0.9196 |
318
+ | 0.216 | 41.0769 | 534 | 0.8511 | -0.0373 | 0.8511 | 0.9225 |
319
+ | 0.216 | 41.2308 | 536 | 0.8793 | -0.0425 | 0.8793 | 0.9377 |
320
+ | 0.216 | 41.3846 | 538 | 0.8808 | -0.0425 | 0.8808 | 0.9385 |
321
+ | 0.216 | 41.5385 | 540 | 0.8989 | -0.1217 | 0.8989 | 0.9481 |
322
+ | 0.216 | 41.6923 | 542 | 0.8931 | -0.0138 | 0.8931 | 0.9451 |
323
 
324
 
325
  ### Framework versions