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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k3_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_run1_AugV5_k2_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_run1_AugV5_k2_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: 0.9171
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- - Qwk: 0.0486
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- - Mse: 0.9171
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- - Rmse: 0.9577
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  ## Model description
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@@ -49,256 +49,261 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.4 | 2 | 3.5983 | -0.0154 | 3.5983 | 1.8969 |
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- | No log | 0.8 | 4 | 2.0367 | 0.0943 | 2.0367 | 1.4271 |
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- | No log | 1.2 | 6 | 1.6440 | 0.0168 | 1.6440 | 1.2822 |
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- | No log | 1.6 | 8 | 1.1548 | -0.0149 | 1.1548 | 1.0746 |
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- | No log | 2.0 | 10 | 0.9063 | -0.1267 | 0.9063 | 0.9520 |
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- | No log | 2.4 | 12 | 0.9291 | -0.0571 | 0.9291 | 0.9639 |
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- | No log | 2.8 | 14 | 1.0005 | -0.0301 | 1.0005 | 1.0003 |
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- | No log | 3.2 | 16 | 1.1130 | -0.0686 | 1.1130 | 1.0550 |
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- | No log | 3.6 | 18 | 1.4395 | -0.0500 | 1.4395 | 1.1998 |
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- | No log | 4.0 | 20 | 1.1993 | -0.0423 | 1.1993 | 1.0951 |
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- | No log | 4.4 | 22 | 0.9036 | -0.1268 | 0.9036 | 0.9506 |
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- | No log | 4.8 | 24 | 0.8924 | -0.0474 | 0.8924 | 0.9446 |
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- | No log | 5.2 | 26 | 0.9055 | 0.0576 | 0.9055 | 0.9516 |
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- | No log | 5.6 | 28 | 1.0385 | 0.0329 | 1.0385 | 1.0191 |
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- | No log | 6.0 | 30 | 0.8930 | 0.0377 | 0.8930 | 0.9450 |
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- | No log | 6.4 | 32 | 0.7882 | -0.0264 | 0.7882 | 0.8878 |
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- | No log | 6.8 | 34 | 1.1315 | -0.0143 | 1.1315 | 1.0637 |
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- | No log | 7.2 | 36 | 2.1501 | -0.0109 | 2.1501 | 1.4663 |
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- | No log | 7.6 | 38 | 1.7336 | -0.0155 | 1.7336 | 1.3167 |
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- | No log | 8.0 | 40 | 1.0045 | -0.1628 | 1.0045 | 1.0023 |
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- | No log | 8.4 | 42 | 0.9302 | -0.0930 | 0.9302 | 0.9645 |
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- | No log | 8.8 | 44 | 1.0225 | -0.1710 | 1.0225 | 1.0112 |
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- | No log | 9.2 | 46 | 1.5410 | 0.0636 | 1.5410 | 1.2414 |
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- | No log | 9.6 | 48 | 1.8504 | -0.0236 | 1.8504 | 1.3603 |
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- | No log | 10.0 | 50 | 1.3787 | 0.0390 | 1.3787 | 1.1742 |
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- | No log | 10.4 | 52 | 1.0126 | -0.0454 | 1.0126 | 1.0063 |
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- | No log | 10.8 | 54 | 0.9488 | -0.2635 | 0.9488 | 0.9741 |
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- | No log | 11.2 | 56 | 1.0185 | -0.0778 | 1.0185 | 1.0092 |
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- | No log | 11.6 | 58 | 1.3028 | -0.0582 | 1.3028 | 1.1414 |
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- | No log | 12.0 | 60 | 1.8171 | 0.0251 | 1.8171 | 1.3480 |
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- | No log | 12.4 | 62 | 1.5871 | -0.0615 | 1.5871 | 1.2598 |
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- | No log | 12.8 | 64 | 1.0228 | -0.0008 | 1.0228 | 1.0113 |
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- | No log | 13.2 | 66 | 0.9067 | -0.0583 | 0.9067 | 0.9522 |
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- | No log | 13.6 | 68 | 0.9537 | -0.1140 | 0.9537 | 0.9766 |
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- | No log | 14.0 | 70 | 1.2030 | -0.0518 | 1.2030 | 1.0968 |
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- | No log | 14.4 | 72 | 1.1492 | -0.0518 | 1.1492 | 1.0720 |
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- | No log | 14.8 | 74 | 0.9236 | -0.0316 | 0.9236 | 0.9610 |
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- | No log | 15.2 | 76 | 0.8700 | -0.0672 | 0.8700 | 0.9327 |
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- | No log | 15.6 | 78 | 0.9809 | -0.0031 | 0.9809 | 0.9904 |
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- | No log | 16.0 | 80 | 1.3016 | -0.0049 | 1.3016 | 1.1409 |
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- | No log | 16.4 | 82 | 1.2637 | 0.0252 | 1.2637 | 1.1241 |
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- | No log | 16.8 | 84 | 0.9376 | 0.0456 | 0.9376 | 0.9683 |
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- | No log | 17.2 | 86 | 0.8190 | -0.0658 | 0.8190 | 0.9050 |
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- | No log | 17.6 | 88 | 0.8380 | -0.0672 | 0.8380 | 0.9154 |
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- | No log | 18.0 | 90 | 0.9959 | 0.0016 | 0.9959 | 0.9979 |
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- | No log | 18.4 | 92 | 1.2001 | -0.0261 | 1.2001 | 1.0955 |
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- | No log | 18.8 | 94 | 1.1236 | 0.0152 | 1.1236 | 1.0600 |
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- | No log | 19.2 | 96 | 0.8954 | -0.0711 | 0.8954 | 0.9463 |
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- | No log | 19.6 | 98 | 0.8370 | -0.1054 | 0.8370 | 0.9149 |
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- | No log | 20.0 | 100 | 0.8572 | 0.0 | 0.8572 | 0.9258 |
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- | No log | 20.4 | 102 | 0.8652 | -0.1026 | 0.8652 | 0.9302 |
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- | No log | 20.8 | 104 | 1.0694 | 0.0508 | 1.0694 | 1.0341 |
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- | No log | 21.2 | 106 | 1.4283 | -0.0957 | 1.4283 | 1.1951 |
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- | No log | 21.6 | 108 | 1.4024 | -0.0697 | 1.4024 | 1.1842 |
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- | No log | 22.0 | 110 | 1.1356 | 0.0815 | 1.1356 | 1.0656 |
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- | No log | 22.4 | 112 | 0.9289 | -0.0362 | 0.9289 | 0.9638 |
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- | No log | 22.8 | 114 | 0.8668 | 0.0118 | 0.8668 | 0.9310 |
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- | No log | 23.2 | 116 | 0.8774 | 0.0277 | 0.8774 | 0.9367 |
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- | No log | 23.6 | 118 | 0.9029 | 0.0946 | 0.9029 | 0.9502 |
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- | No log | 24.0 | 120 | 0.8757 | 0.0392 | 0.8757 | 0.9358 |
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- | No log | 24.4 | 122 | 0.9018 | 0.0304 | 0.9018 | 0.9496 |
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- | No log | 24.8 | 124 | 0.9460 | 0.0224 | 0.9460 | 0.9726 |
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- | No log | 25.2 | 126 | 1.0996 | 0.1458 | 1.0996 | 1.0486 |
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- | No log | 25.6 | 128 | 1.1325 | 0.0446 | 1.1325 | 1.0642 |
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- | No log | 26.0 | 130 | 0.9464 | 0.1077 | 0.9464 | 0.9728 |
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- | No log | 26.4 | 132 | 0.8606 | -0.0054 | 0.8606 | 0.9277 |
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- | No log | 26.8 | 134 | 0.8225 | 0.0040 | 0.8225 | 0.9069 |
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- | No log | 27.2 | 136 | 0.8432 | 0.0016 | 0.8432 | 0.9183 |
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- | No log | 27.6 | 138 | 0.9449 | 0.0200 | 0.9449 | 0.9720 |
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- | No log | 28.0 | 140 | 0.9887 | 0.0747 | 0.9887 | 0.9943 |
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- | No log | 28.4 | 142 | 0.9456 | 0.0458 | 0.9456 | 0.9724 |
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- | No log | 28.8 | 144 | 0.8341 | -0.0735 | 0.8341 | 0.9133 |
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- | No log | 29.2 | 146 | 0.7990 | -0.0262 | 0.7990 | 0.8939 |
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- | No log | 29.6 | 148 | 0.8100 | -0.0262 | 0.8100 | 0.9000 |
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- | No log | 30.0 | 150 | 0.8735 | -0.0393 | 0.8735 | 0.9346 |
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- | No log | 30.4 | 152 | 1.0502 | 0.0086 | 1.0502 | 1.0248 |
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- | No log | 30.8 | 154 | 1.1320 | 0.0881 | 1.1320 | 1.0639 |
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- | No log | 31.2 | 156 | 1.0608 | 0.0659 | 1.0608 | 1.0299 |
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- | No log | 31.6 | 158 | 0.9740 | -0.0877 | 0.9740 | 0.9869 |
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- | No log | 32.0 | 160 | 0.8866 | 0.0719 | 0.8866 | 0.9416 |
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- | No log | 32.4 | 162 | 0.8419 | 0.0065 | 0.8419 | 0.9175 |
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- | No log | 32.8 | 164 | 0.8100 | 0.0146 | 0.8100 | 0.9000 |
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- | No log | 33.2 | 166 | 0.7989 | -0.0672 | 0.7989 | 0.8938 |
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- | No log | 33.6 | 168 | 0.8020 | -0.0303 | 0.8020 | 0.8955 |
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- | No log | 34.0 | 170 | 0.8306 | 0.0377 | 0.8306 | 0.9114 |
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- | No log | 34.4 | 172 | 0.8601 | -0.1554 | 0.8601 | 0.9274 |
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- | No log | 34.8 | 174 | 0.8982 | -0.1166 | 0.8982 | 0.9477 |
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- | No log | 35.2 | 176 | 0.9173 | -0.1172 | 0.9173 | 0.9578 |
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- | No log | 35.6 | 178 | 0.9725 | 0.0431 | 0.9725 | 0.9861 |
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- | No log | 36.0 | 180 | 1.0283 | 0.0107 | 1.0283 | 1.0140 |
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- | No log | 36.4 | 182 | 0.9647 | -0.0815 | 0.9647 | 0.9822 |
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- | No log | 36.8 | 184 | 0.9598 | -0.0806 | 0.9598 | 0.9797 |
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- | No log | 37.2 | 186 | 1.0847 | -0.0827 | 1.0847 | 1.0415 |
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- | No log | 37.6 | 188 | 1.1158 | -0.0320 | 1.1158 | 1.0563 |
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- | No log | 38.0 | 190 | 1.0559 | 0.0353 | 1.0559 | 1.0276 |
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- | No log | 38.4 | 192 | 0.9416 | -0.1175 | 0.9416 | 0.9703 |
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- | No log | 38.8 | 194 | 0.8557 | -0.0341 | 0.8557 | 0.9250 |
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- | No log | 39.2 | 196 | 0.8110 | 0.0269 | 0.8110 | 0.9006 |
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- | No log | 39.6 | 198 | 0.8142 | 0.0236 | 0.8142 | 0.9023 |
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- | No log | 40.0 | 200 | 0.8759 | -0.0393 | 0.8759 | 0.9359 |
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- | No log | 40.4 | 202 | 1.0406 | 0.1223 | 1.0406 | 1.0201 |
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- | No log | 40.8 | 204 | 1.2372 | -0.0149 | 1.2372 | 1.1123 |
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- | No log | 41.2 | 206 | 1.2434 | -0.0149 | 1.2434 | 1.1151 |
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- | No log | 41.6 | 208 | 1.0998 | 0.0493 | 1.0998 | 1.0487 |
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- | No log | 42.0 | 210 | 0.9365 | -0.0454 | 0.9365 | 0.9678 |
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- | No log | 42.4 | 212 | 0.9010 | -0.0376 | 0.9010 | 0.9492 |
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- | No log | 42.8 | 214 | 0.9302 | -0.0787 | 0.9302 | 0.9645 |
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- | No log | 43.2 | 216 | 0.9733 | -0.1172 | 0.9733 | 0.9866 |
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- | No log | 43.6 | 218 | 1.0557 | -0.0187 | 1.0557 | 1.0275 |
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- | No log | 44.0 | 220 | 1.0370 | -0.0855 | 1.0370 | 1.0183 |
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- | No log | 44.4 | 222 | 0.9934 | -0.0508 | 0.9934 | 0.9967 |
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- | No log | 44.8 | 224 | 0.9851 | -0.0892 | 0.9851 | 0.9925 |
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- | No log | 45.2 | 226 | 0.9691 | -0.0218 | 0.9691 | 0.9845 |
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- | No log | 45.6 | 228 | 0.9413 | -0.0870 | 0.9413 | 0.9702 |
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- | No log | 46.0 | 230 | 0.9093 | -0.0815 | 0.9093 | 0.9536 |
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- | No log | 46.4 | 232 | 0.8848 | -0.0008 | 0.8848 | 0.9406 |
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- | No log | 46.8 | 234 | 0.9149 | -0.0424 | 0.9149 | 0.9565 |
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- | No log | 47.2 | 236 | 1.0035 | -0.0832 | 1.0035 | 1.0018 |
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- | No log | 47.6 | 238 | 0.9920 | -0.0468 | 0.9920 | 0.9960 |
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- | No log | 48.0 | 240 | 0.9809 | -0.0468 | 0.9809 | 0.9904 |
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- | No log | 48.4 | 242 | 0.9711 | -0.0440 | 0.9711 | 0.9854 |
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- | No log | 48.8 | 244 | 0.9566 | -0.0052 | 0.9566 | 0.9780 |
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- | No log | 49.2 | 246 | 1.0320 | -0.0521 | 1.0320 | 1.0159 |
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- | No log | 49.6 | 248 | 1.0535 | 0.0416 | 1.0535 | 1.0264 |
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- | No log | 50.0 | 250 | 1.0641 | 0.0319 | 1.0641 | 1.0315 |
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- | No log | 50.4 | 252 | 0.9961 | 0.0569 | 0.9961 | 0.9980 |
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- | No log | 50.8 | 254 | 0.8866 | 0.1042 | 0.8866 | 0.9416 |
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- | No log | 51.2 | 256 | 0.7958 | 0.1342 | 0.7958 | 0.8921 |
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- | No log | 51.6 | 258 | 0.7759 | -0.0170 | 0.7759 | 0.8808 |
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- | No log | 52.0 | 260 | 0.7789 | -0.0628 | 0.7789 | 0.8825 |
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- | No log | 52.4 | 262 | 0.8041 | -0.0240 | 0.8041 | 0.8967 |
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- | No log | 52.8 | 264 | 0.8556 | 0.0719 | 0.8556 | 0.9250 |
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- | No log | 53.2 | 266 | 0.9291 | -0.0200 | 0.9291 | 0.9639 |
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- | No log | 53.6 | 268 | 0.9661 | -0.0245 | 0.9661 | 0.9829 |
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- | No log | 54.0 | 270 | 0.9705 | -0.1230 | 0.9705 | 0.9852 |
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- | No log | 54.4 | 272 | 0.9377 | -0.0454 | 0.9377 | 0.9684 |
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- | No log | 54.8 | 274 | 0.8969 | -0.0376 | 0.8969 | 0.9471 |
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- | No log | 55.2 | 276 | 0.8771 | -0.0359 | 0.8771 | 0.9365 |
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- | No log | 55.6 | 278 | 0.8681 | 0.0065 | 0.8681 | 0.9317 |
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- | No log | 56.0 | 280 | 0.8850 | -0.0359 | 0.8850 | 0.9407 |
192
- | No log | 56.4 | 282 | 0.9111 | -0.0376 | 0.9111 | 0.9545 |
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- | No log | 56.8 | 284 | 0.9662 | -0.0440 | 0.9662 | 0.9830 |
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- | No log | 57.2 | 286 | 1.0560 | 0.0391 | 1.0560 | 1.0276 |
195
- | No log | 57.6 | 288 | 1.1238 | 0.0543 | 1.1238 | 1.0601 |
196
- | No log | 58.0 | 290 | 1.1666 | 0.0469 | 1.1666 | 1.0801 |
197
- | No log | 58.4 | 292 | 1.1103 | 0.0819 | 1.1103 | 1.0537 |
198
- | No log | 58.8 | 294 | 1.0388 | 0.0282 | 1.0388 | 1.0192 |
199
- | No log | 59.2 | 296 | 0.9472 | -0.0218 | 0.9472 | 0.9732 |
200
- | No log | 59.6 | 298 | 0.8609 | 0.0333 | 0.8609 | 0.9278 |
201
- | No log | 60.0 | 300 | 0.8283 | -0.0723 | 0.8283 | 0.9101 |
202
- | No log | 60.4 | 302 | 0.8041 | -0.0699 | 0.8041 | 0.8967 |
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- | No log | 60.8 | 304 | 0.8163 | -0.0735 | 0.8163 | 0.9035 |
204
- | No log | 61.2 | 306 | 0.8523 | -0.0818 | 0.8523 | 0.9232 |
205
- | No log | 61.6 | 308 | 0.8916 | -0.0138 | 0.8916 | 0.9443 |
206
- | No log | 62.0 | 310 | 0.9494 | -0.0211 | 0.9494 | 0.9744 |
207
- | No log | 62.4 | 312 | 0.9733 | -0.0211 | 0.9733 | 0.9865 |
208
- | No log | 62.8 | 314 | 0.9678 | -0.0211 | 0.9678 | 0.9838 |
209
- | No log | 63.2 | 316 | 0.9755 | 0.0107 | 0.9755 | 0.9877 |
210
- | No log | 63.6 | 318 | 0.9877 | 0.0391 | 0.9877 | 0.9938 |
211
- | No log | 64.0 | 320 | 0.9701 | 0.0107 | 0.9701 | 0.9849 |
212
- | No log | 64.4 | 322 | 0.9382 | -0.0211 | 0.9382 | 0.9686 |
213
- | No log | 64.8 | 324 | 0.8911 | -0.0500 | 0.8911 | 0.9440 |
214
- | No log | 65.2 | 326 | 0.8526 | -0.0393 | 0.8526 | 0.9234 |
215
- | No log | 65.6 | 328 | 0.8417 | -0.0376 | 0.8417 | 0.9175 |
216
- | No log | 66.0 | 330 | 0.8409 | -0.0376 | 0.8409 | 0.9170 |
217
- | No log | 66.4 | 332 | 0.8628 | -0.0471 | 0.8628 | 0.9289 |
218
- | No log | 66.8 | 334 | 0.8846 | -0.0854 | 0.8846 | 0.9405 |
219
- | No log | 67.2 | 336 | 0.9197 | -0.0194 | 0.9197 | 0.9590 |
220
- | No log | 67.6 | 338 | 0.9238 | -0.0194 | 0.9238 | 0.9611 |
221
- | No log | 68.0 | 340 | 0.9043 | -0.0526 | 0.9043 | 0.9509 |
222
- | No log | 68.4 | 342 | 0.8924 | -0.0157 | 0.8924 | 0.9447 |
223
- | No log | 68.8 | 344 | 0.8711 | 0.0224 | 0.8711 | 0.9333 |
224
- | No log | 69.2 | 346 | 0.8545 | 0.0250 | 0.8545 | 0.9244 |
225
- | No log | 69.6 | 348 | 0.8444 | 0.1065 | 0.8444 | 0.9189 |
226
- | No log | 70.0 | 350 | 0.8512 | 0.1065 | 0.8512 | 0.9226 |
227
- | No log | 70.4 | 352 | 0.8715 | 0.0157 | 0.8715 | 0.9335 |
228
- | No log | 70.8 | 354 | 0.8884 | 0.0805 | 0.8884 | 0.9425 |
229
- | No log | 71.2 | 356 | 0.8837 | 0.0526 | 0.8837 | 0.9401 |
230
- | No log | 71.6 | 358 | 0.8727 | 0.0224 | 0.8727 | 0.9342 |
231
- | No log | 72.0 | 360 | 0.8670 | 0.0651 | 0.8670 | 0.9311 |
232
- | No log | 72.4 | 362 | 0.8671 | 0.0651 | 0.8671 | 0.9312 |
233
- | No log | 72.8 | 364 | 0.8615 | 0.0304 | 0.8615 | 0.9282 |
234
- | No log | 73.2 | 366 | 0.8724 | 0.0304 | 0.8724 | 0.9340 |
235
- | No log | 73.6 | 368 | 0.8780 | 0.0651 | 0.8780 | 0.9370 |
236
- | No log | 74.0 | 370 | 0.8886 | 0.0182 | 0.8886 | 0.9427 |
237
- | No log | 74.4 | 372 | 0.9073 | 0.0839 | 0.9073 | 0.9525 |
238
- | No log | 74.8 | 374 | 0.9085 | 0.0805 | 0.9085 | 0.9532 |
239
- | No log | 75.2 | 376 | 0.9055 | 0.0431 | 0.9055 | 0.9516 |
240
- | No log | 75.6 | 378 | 0.8903 | 0.0515 | 0.8903 | 0.9435 |
241
- | No log | 76.0 | 380 | 0.8662 | 0.0316 | 0.8662 | 0.9307 |
242
- | No log | 76.4 | 382 | 0.8636 | -0.0054 | 0.8636 | 0.9293 |
243
- | No log | 76.8 | 384 | 0.8732 | 0.0304 | 0.8732 | 0.9345 |
244
- | No log | 77.2 | 386 | 0.8766 | 0.0304 | 0.8766 | 0.9362 |
245
- | No log | 77.6 | 388 | 0.8821 | 0.0304 | 0.8821 | 0.9392 |
246
- | No log | 78.0 | 390 | 0.9067 | -0.0097 | 0.9067 | 0.9522 |
247
- | No log | 78.4 | 392 | 0.9172 | -0.0486 | 0.9172 | 0.9577 |
248
- | No log | 78.8 | 394 | 0.9125 | -0.0532 | 0.9125 | 0.9553 |
249
- | No log | 79.2 | 396 | 0.9103 | -0.0545 | 0.9103 | 0.9541 |
250
- | No log | 79.6 | 398 | 0.9120 | -0.0200 | 0.9120 | 0.9550 |
251
- | No log | 80.0 | 400 | 0.9180 | 0.0111 | 0.9180 | 0.9581 |
252
- | No log | 80.4 | 402 | 0.9232 | 0.0111 | 0.9232 | 0.9608 |
253
- | No log | 80.8 | 404 | 0.9105 | 0.0157 | 0.9105 | 0.9542 |
254
- | No log | 81.2 | 406 | 0.8992 | -0.0163 | 0.8992 | 0.9483 |
255
- | No log | 81.6 | 408 | 0.8905 | 0.0233 | 0.8905 | 0.9437 |
256
- | No log | 82.0 | 410 | 0.8869 | -0.0118 | 0.8869 | 0.9417 |
257
- | No log | 82.4 | 412 | 0.8818 | -0.0097 | 0.8818 | 0.9391 |
258
- | No log | 82.8 | 414 | 0.8915 | -0.0097 | 0.8915 | 0.9442 |
259
- | No log | 83.2 | 416 | 0.8924 | -0.0097 | 0.8924 | 0.9446 |
260
- | No log | 83.6 | 418 | 0.8930 | 0.0304 | 0.8930 | 0.9450 |
261
- | No log | 84.0 | 420 | 0.9057 | -0.0097 | 0.9057 | 0.9517 |
262
- | No log | 84.4 | 422 | 0.9135 | -0.0500 | 0.9135 | 0.9558 |
263
- | No log | 84.8 | 424 | 0.9064 | -0.0097 | 0.9064 | 0.9521 |
264
- | No log | 85.2 | 426 | 0.8964 | -0.0097 | 0.8964 | 0.9468 |
265
- | No log | 85.6 | 428 | 0.8906 | -0.0097 | 0.8906 | 0.9437 |
266
- | No log | 86.0 | 430 | 0.8866 | -0.0097 | 0.8866 | 0.9416 |
267
- | No log | 86.4 | 432 | 0.8797 | -0.0097 | 0.8797 | 0.9379 |
268
- | No log | 86.8 | 434 | 0.8798 | -0.0486 | 0.8798 | 0.9380 |
269
- | No log | 87.2 | 436 | 0.8822 | -0.0513 | 0.8822 | 0.9392 |
270
- | No log | 87.6 | 438 | 0.8921 | 0.0157 | 0.8921 | 0.9445 |
271
- | No log | 88.0 | 440 | 0.9034 | 0.0805 | 0.9034 | 0.9505 |
272
- | No log | 88.4 | 442 | 0.9045 | 0.0805 | 0.9045 | 0.9510 |
273
- | No log | 88.8 | 444 | 0.8977 | 0.0805 | 0.8977 | 0.9475 |
274
- | No log | 89.2 | 446 | 0.8903 | 0.0805 | 0.8903 | 0.9436 |
275
- | No log | 89.6 | 448 | 0.8839 | 0.0805 | 0.8839 | 0.9402 |
276
- | No log | 90.0 | 450 | 0.8703 | 0.0486 | 0.8703 | 0.9329 |
277
- | No log | 90.4 | 452 | 0.8603 | -0.0182 | 0.8603 | 0.9275 |
278
- | No log | 90.8 | 454 | 0.8556 | -0.0182 | 0.8556 | 0.9250 |
279
- | No log | 91.2 | 456 | 0.8580 | -0.0182 | 0.8580 | 0.9263 |
280
- | No log | 91.6 | 458 | 0.8575 | -0.0163 | 0.8575 | 0.9260 |
281
- | No log | 92.0 | 460 | 0.8613 | -0.0163 | 0.8613 | 0.9281 |
282
- | No log | 92.4 | 462 | 0.8641 | -0.0500 | 0.8641 | 0.9296 |
283
- | No log | 92.8 | 464 | 0.8690 | -0.0500 | 0.8690 | 0.9322 |
284
- | No log | 93.2 | 466 | 0.8726 | -0.0500 | 0.8726 | 0.9341 |
285
- | No log | 93.6 | 468 | 0.8771 | -0.0513 | 0.8771 | 0.9365 |
286
- | No log | 94.0 | 470 | 0.8824 | -0.0182 | 0.8824 | 0.9394 |
287
- | No log | 94.4 | 472 | 0.8902 | -0.0182 | 0.8902 | 0.9435 |
288
- | No log | 94.8 | 474 | 0.8950 | 0.0157 | 0.8950 | 0.9461 |
289
- | No log | 95.2 | 476 | 0.8978 | 0.0157 | 0.8978 | 0.9475 |
290
- | No log | 95.6 | 478 | 0.9006 | 0.0157 | 0.9006 | 0.9490 |
291
- | No log | 96.0 | 480 | 0.9012 | 0.0157 | 0.9012 | 0.9493 |
292
- | No log | 96.4 | 482 | 0.9004 | 0.0157 | 0.9004 | 0.9489 |
293
- | No log | 96.8 | 484 | 0.9001 | 0.0157 | 0.9001 | 0.9487 |
294
- | No log | 97.2 | 486 | 0.9012 | 0.0157 | 0.9012 | 0.9493 |
295
- | No log | 97.6 | 488 | 0.9042 | 0.0157 | 0.9042 | 0.9509 |
296
- | No log | 98.0 | 490 | 0.9077 | 0.0157 | 0.9077 | 0.9527 |
297
- | No log | 98.4 | 492 | 0.9104 | 0.0157 | 0.9104 | 0.9542 |
298
- | No log | 98.8 | 494 | 0.9131 | 0.0486 | 0.9131 | 0.9556 |
299
- | No log | 99.2 | 496 | 0.9154 | 0.0486 | 0.9154 | 0.9568 |
300
- | No log | 99.6 | 498 | 0.9167 | 0.0486 | 0.9167 | 0.9574 |
301
- | 0.1573 | 100.0 | 500 | 0.9171 | 0.0486 | 0.9171 | 0.9577 |
 
 
 
 
 
302
 
303
 
304
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k3_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_run1_AugV5_k3_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: 0.8278
19
+ - Qwk: -0.1094
20
+ - Mse: 0.8278
21
+ - Rmse: 0.9098
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.25 | 2 | 3.6274 | -0.0047 | 3.6274 | 1.9046 |
53
+ | No log | 0.5 | 4 | 2.0265 | 0.0265 | 2.0265 | 1.4235 |
54
+ | No log | 0.75 | 6 | 1.4598 | -0.0014 | 1.4598 | 1.2082 |
55
+ | No log | 1.0 | 8 | 0.8293 | 0.0017 | 0.8293 | 0.9107 |
56
+ | No log | 1.25 | 10 | 0.8043 | 0.0099 | 0.8043 | 0.8968 |
57
+ | No log | 1.5 | 12 | 0.9092 | 0.0067 | 0.9092 | 0.9535 |
58
+ | No log | 1.75 | 14 | 0.9999 | 0.0217 | 0.9999 | 1.0000 |
59
+ | No log | 2.0 | 16 | 0.9134 | -0.0163 | 0.9134 | 0.9557 |
60
+ | No log | 2.25 | 18 | 0.8730 | 0.0748 | 0.8730 | 0.9344 |
61
+ | No log | 2.5 | 20 | 0.8095 | -0.0351 | 0.8095 | 0.8997 |
62
+ | No log | 2.75 | 22 | 0.8928 | -0.0842 | 0.8928 | 0.9449 |
63
+ | No log | 3.0 | 24 | 1.0318 | -0.0133 | 1.0318 | 1.0158 |
64
+ | No log | 3.25 | 26 | 0.9121 | -0.1665 | 0.9121 | 0.9550 |
65
+ | No log | 3.5 | 28 | 0.9068 | -0.1263 | 0.9068 | 0.9523 |
66
+ | No log | 3.75 | 30 | 0.7923 | 0.0260 | 0.7923 | 0.8901 |
67
+ | No log | 4.0 | 32 | 0.7809 | -0.1067 | 0.7809 | 0.8837 |
68
+ | No log | 4.25 | 34 | 0.7730 | -0.1067 | 0.7730 | 0.8792 |
69
+ | No log | 4.5 | 36 | 0.8966 | -0.1259 | 0.8966 | 0.9469 |
70
+ | No log | 4.75 | 38 | 1.1123 | -0.0331 | 1.1123 | 1.0547 |
71
+ | No log | 5.0 | 40 | 1.0604 | -0.0236 | 1.0604 | 1.0298 |
72
+ | No log | 5.25 | 42 | 0.8747 | -0.0778 | 0.8747 | 0.9353 |
73
+ | No log | 5.5 | 44 | 0.8332 | -0.0578 | 0.8332 | 0.9128 |
74
+ | No log | 5.75 | 46 | 0.8581 | -0.0930 | 0.8581 | 0.9264 |
75
+ | No log | 6.0 | 48 | 0.9580 | -0.0669 | 0.9580 | 0.9788 |
76
+ | No log | 6.25 | 50 | 0.9817 | -0.1447 | 0.9817 | 0.9908 |
77
+ | No log | 6.5 | 52 | 0.9185 | 0.0347 | 0.9185 | 0.9584 |
78
+ | No log | 6.75 | 54 | 0.9247 | 0.0656 | 0.9247 | 0.9616 |
79
+ | No log | 7.0 | 56 | 0.9201 | -0.0138 | 0.9201 | 0.9592 |
80
+ | No log | 7.25 | 58 | 0.9291 | 0.1079 | 0.9291 | 0.9639 |
81
+ | No log | 7.5 | 60 | 0.9083 | -0.1520 | 0.9083 | 0.9531 |
82
+ | No log | 7.75 | 62 | 0.9174 | -0.1015 | 0.9174 | 0.9578 |
83
+ | No log | 8.0 | 64 | 0.9556 | -0.1200 | 0.9556 | 0.9776 |
84
+ | No log | 8.25 | 66 | 0.9443 | -0.0646 | 0.9443 | 0.9718 |
85
+ | No log | 8.5 | 68 | 0.9557 | -0.0036 | 0.9557 | 0.9776 |
86
+ | No log | 8.75 | 70 | 1.0770 | -0.0604 | 1.0770 | 1.0378 |
87
+ | No log | 9.0 | 72 | 1.0896 | -0.0927 | 1.0896 | 1.0439 |
88
+ | No log | 9.25 | 74 | 1.0134 | -0.0682 | 1.0134 | 1.0067 |
89
+ | No log | 9.5 | 76 | 0.9787 | -0.0484 | 0.9787 | 0.9893 |
90
+ | No log | 9.75 | 78 | 1.0527 | -0.0436 | 1.0527 | 1.0260 |
91
+ | No log | 10.0 | 80 | 0.9680 | -0.0801 | 0.9680 | 0.9839 |
92
+ | No log | 10.25 | 82 | 0.9118 | -0.0831 | 0.9118 | 0.9549 |
93
+ | No log | 10.5 | 84 | 0.8928 | -0.1394 | 0.8928 | 0.9449 |
94
+ | No log | 10.75 | 86 | 0.8355 | 0.0061 | 0.8355 | 0.9141 |
95
+ | No log | 11.0 | 88 | 0.8365 | -0.0849 | 0.8365 | 0.9146 |
96
+ | No log | 11.25 | 90 | 0.8556 | 0.0585 | 0.8556 | 0.9250 |
97
+ | No log | 11.5 | 92 | 0.8892 | -0.0334 | 0.8892 | 0.9430 |
98
+ | No log | 11.75 | 94 | 0.9484 | -0.0995 | 0.9484 | 0.9739 |
99
+ | No log | 12.0 | 96 | 0.9600 | -0.0261 | 0.9600 | 0.9798 |
100
+ | No log | 12.25 | 98 | 1.0311 | 0.0820 | 1.0311 | 1.0154 |
101
+ | No log | 12.5 | 100 | 1.0269 | 0.0816 | 1.0269 | 1.0133 |
102
+ | No log | 12.75 | 102 | 0.9303 | 0.1115 | 0.9303 | 0.9645 |
103
+ | No log | 13.0 | 104 | 0.9176 | -0.0939 | 0.9176 | 0.9579 |
104
+ | No log | 13.25 | 106 | 0.9382 | -0.0283 | 0.9382 | 0.9686 |
105
+ | No log | 13.5 | 108 | 0.8240 | 0.0395 | 0.8240 | 0.9077 |
106
+ | No log | 13.75 | 110 | 0.8202 | -0.0939 | 0.8202 | 0.9057 |
107
+ | No log | 14.0 | 112 | 0.8342 | -0.0738 | 0.8342 | 0.9133 |
108
+ | No log | 14.25 | 114 | 0.7890 | -0.0520 | 0.7890 | 0.8883 |
109
+ | No log | 14.5 | 116 | 0.7607 | -0.0520 | 0.7607 | 0.8722 |
110
+ | No log | 14.75 | 118 | 0.7493 | -0.0520 | 0.7493 | 0.8656 |
111
+ | No log | 15.0 | 120 | 0.7601 | -0.0520 | 0.7601 | 0.8719 |
112
+ | No log | 15.25 | 122 | 0.7904 | -0.0449 | 0.7904 | 0.8890 |
113
+ | No log | 15.5 | 124 | 0.8241 | 0.0633 | 0.8241 | 0.9078 |
114
+ | No log | 15.75 | 126 | 0.8553 | 0.0714 | 0.8553 | 0.9248 |
115
+ | No log | 16.0 | 128 | 0.8762 | 0.1078 | 0.8762 | 0.9360 |
116
+ | No log | 16.25 | 130 | 0.8612 | 0.1115 | 0.8612 | 0.9280 |
117
+ | No log | 16.5 | 132 | 0.8202 | 0.0240 | 0.8202 | 0.9057 |
118
+ | No log | 16.75 | 134 | 0.7622 | 0.0089 | 0.7622 | 0.8731 |
119
+ | No log | 17.0 | 136 | 0.7711 | 0.0148 | 0.7711 | 0.8781 |
120
+ | No log | 17.25 | 138 | 0.7662 | 0.0 | 0.7662 | 0.8753 |
121
+ | No log | 17.5 | 140 | 0.7809 | 0.0 | 0.7809 | 0.8837 |
122
+ | No log | 17.75 | 142 | 0.7846 | 0.0 | 0.7846 | 0.8858 |
123
+ | No log | 18.0 | 144 | 0.8382 | 0.0662 | 0.8382 | 0.9155 |
124
+ | No log | 18.25 | 146 | 0.8752 | -0.0551 | 0.8752 | 0.9355 |
125
+ | No log | 18.5 | 148 | 0.8785 | -0.0121 | 0.8785 | 0.9373 |
126
+ | No log | 18.75 | 150 | 0.8410 | -0.0271 | 0.8410 | 0.9171 |
127
+ | No log | 19.0 | 152 | 0.8634 | -0.0132 | 0.8634 | 0.9292 |
128
+ | No log | 19.25 | 154 | 0.8838 | -0.0898 | 0.8838 | 0.9401 |
129
+ | No log | 19.5 | 156 | 0.9054 | 0.0682 | 0.9054 | 0.9515 |
130
+ | No log | 19.75 | 158 | 0.9242 | 0.0420 | 0.9242 | 0.9613 |
131
+ | No log | 20.0 | 160 | 0.8770 | 0.0763 | 0.8770 | 0.9365 |
132
+ | No log | 20.25 | 162 | 0.8742 | -0.0181 | 0.8742 | 0.9350 |
133
+ | No log | 20.5 | 164 | 0.8577 | -0.0307 | 0.8577 | 0.9261 |
134
+ | No log | 20.75 | 166 | 0.8509 | -0.0113 | 0.8509 | 0.9225 |
135
+ | No log | 21.0 | 168 | 0.8595 | -0.0113 | 0.8595 | 0.9271 |
136
+ | No log | 21.25 | 170 | 0.8981 | 0.0249 | 0.8981 | 0.9477 |
137
+ | No log | 21.5 | 172 | 0.9339 | 0.1155 | 0.9339 | 0.9664 |
138
+ | No log | 21.75 | 174 | 0.8723 | -0.0150 | 0.8723 | 0.9340 |
139
+ | No log | 22.0 | 176 | 0.8330 | -0.0633 | 0.8330 | 0.9127 |
140
+ | No log | 22.25 | 178 | 0.8515 | 0.0181 | 0.8515 | 0.9227 |
141
+ | No log | 22.5 | 180 | 0.8352 | -0.0506 | 0.8352 | 0.9139 |
142
+ | No log | 22.75 | 182 | 0.8598 | 0.0225 | 0.8598 | 0.9272 |
143
+ | No log | 23.0 | 184 | 0.8327 | -0.0152 | 0.8327 | 0.9125 |
144
+ | No log | 23.25 | 186 | 0.8589 | 0.0297 | 0.8589 | 0.9268 |
145
+ | No log | 23.5 | 188 | 0.9164 | 0.0392 | 0.9164 | 0.9573 |
146
+ | No log | 23.75 | 190 | 0.8940 | -0.0016 | 0.8940 | 0.9455 |
147
+ | No log | 24.0 | 192 | 0.8080 | -0.0826 | 0.8080 | 0.8989 |
148
+ | No log | 24.25 | 194 | 0.7802 | -0.0473 | 0.7802 | 0.8833 |
149
+ | No log | 24.5 | 196 | 0.7966 | 0.0 | 0.7966 | 0.8925 |
150
+ | No log | 24.75 | 198 | 0.8271 | -0.0406 | 0.8271 | 0.9094 |
151
+ | No log | 25.0 | 200 | 0.8831 | 0.1123 | 0.8831 | 0.9397 |
152
+ | No log | 25.25 | 202 | 0.9096 | 0.1525 | 0.9096 | 0.9537 |
153
+ | No log | 25.5 | 204 | 0.8619 | 0.2038 | 0.8619 | 0.9284 |
154
+ | No log | 25.75 | 206 | 0.8134 | -0.0595 | 0.8134 | 0.9019 |
155
+ | No log | 26.0 | 208 | 0.8075 | -0.0628 | 0.8075 | 0.8986 |
156
+ | No log | 26.25 | 210 | 0.7910 | -0.0595 | 0.7910 | 0.8894 |
157
+ | No log | 26.5 | 212 | 0.8153 | 0.1133 | 0.8153 | 0.9029 |
158
+ | No log | 26.75 | 214 | 0.8673 | 0.1128 | 0.8673 | 0.9313 |
159
+ | No log | 27.0 | 216 | 0.8500 | 0.1034 | 0.8500 | 0.9219 |
160
+ | No log | 27.25 | 218 | 0.8368 | -0.0350 | 0.8368 | 0.9148 |
161
+ | No log | 27.5 | 220 | 0.8158 | -0.0427 | 0.8158 | 0.9032 |
162
+ | No log | 27.75 | 222 | 0.7850 | -0.0541 | 0.7850 | 0.8860 |
163
+ | No log | 28.0 | 224 | 0.7822 | -0.0541 | 0.7822 | 0.8844 |
164
+ | No log | 28.25 | 226 | 0.7875 | -0.0541 | 0.7875 | 0.8874 |
165
+ | No log | 28.5 | 228 | 0.8087 | 0.0598 | 0.8087 | 0.8993 |
166
+ | No log | 28.75 | 230 | 0.8221 | 0.0652 | 0.8221 | 0.9067 |
167
+ | No log | 29.0 | 232 | 0.8071 | 0.0148 | 0.8071 | 0.8984 |
168
+ | No log | 29.25 | 234 | 0.7654 | -0.1094 | 0.7654 | 0.8749 |
169
+ | No log | 29.5 | 236 | 0.7610 | -0.0188 | 0.7610 | 0.8723 |
170
+ | No log | 29.75 | 238 | 0.7519 | -0.0160 | 0.7519 | 0.8671 |
171
+ | No log | 30.0 | 240 | 0.7562 | -0.0541 | 0.7562 | 0.8696 |
172
+ | No log | 30.25 | 242 | 0.8002 | 0.0031 | 0.8002 | 0.8945 |
173
+ | No log | 30.5 | 244 | 0.8327 | 0.1080 | 0.8327 | 0.9125 |
174
+ | No log | 30.75 | 246 | 0.8411 | 0.1080 | 0.8411 | 0.9171 |
175
+ | No log | 31.0 | 248 | 0.8275 | 0.1080 | 0.8275 | 0.9097 |
176
+ | No log | 31.25 | 250 | 0.8072 | 0.0229 | 0.8072 | 0.8984 |
177
+ | No log | 31.5 | 252 | 0.7963 | 0.0229 | 0.7963 | 0.8923 |
178
+ | No log | 31.75 | 254 | 0.7782 | 0.0031 | 0.7782 | 0.8821 |
179
+ | No log | 32.0 | 256 | 0.7778 | -0.0541 | 0.7778 | 0.8819 |
180
+ | No log | 32.25 | 258 | 0.7769 | -0.0541 | 0.7769 | 0.8814 |
181
+ | No log | 32.5 | 260 | 0.7928 | 0.0571 | 0.7928 | 0.8904 |
182
+ | No log | 32.75 | 262 | 0.8030 | 0.0585 | 0.8030 | 0.8961 |
183
+ | No log | 33.0 | 264 | 0.8059 | 0.0061 | 0.8059 | 0.8977 |
184
+ | No log | 33.25 | 266 | 0.8344 | -0.1033 | 0.8344 | 0.9135 |
185
+ | No log | 33.5 | 268 | 0.8654 | 0.0165 | 0.8654 | 0.9303 |
186
+ | No log | 33.75 | 270 | 0.9025 | 0.1590 | 0.9025 | 0.9500 |
187
+ | No log | 34.0 | 272 | 0.8795 | 0.1171 | 0.8795 | 0.9378 |
188
+ | No log | 34.25 | 274 | 0.8147 | 0.0155 | 0.8147 | 0.9026 |
189
+ | No log | 34.5 | 276 | 0.7813 | -0.1074 | 0.7813 | 0.8839 |
190
+ | No log | 34.75 | 278 | 0.7744 | -0.0062 | 0.7744 | 0.8800 |
191
+ | No log | 35.0 | 280 | 0.8259 | -0.0030 | 0.8259 | 0.9088 |
192
+ | No log | 35.25 | 282 | 0.8972 | 0.0570 | 0.8972 | 0.9472 |
193
+ | No log | 35.5 | 284 | 0.9641 | -0.0393 | 0.9641 | 0.9819 |
194
+ | No log | 35.75 | 286 | 0.9531 | 0.0089 | 0.9531 | 0.9763 |
195
+ | No log | 36.0 | 288 | 0.8530 | -0.0237 | 0.8530 | 0.9236 |
196
+ | No log | 36.25 | 290 | 0.7496 | -0.0541 | 0.7496 | 0.8658 |
197
+ | No log | 36.5 | 292 | 0.7245 | 0.0479 | 0.7245 | 0.8512 |
198
+ | No log | 36.75 | 294 | 0.7858 | -0.0188 | 0.7858 | 0.8864 |
199
+ | No log | 37.0 | 296 | 0.8333 | -0.0675 | 0.8333 | 0.9128 |
200
+ | No log | 37.25 | 298 | 0.8493 | -0.0675 | 0.8493 | 0.9216 |
201
+ | No log | 37.5 | 300 | 0.8520 | 0.0081 | 0.8520 | 0.9230 |
202
+ | No log | 37.75 | 302 | 0.9027 | 0.0377 | 0.9027 | 0.9501 |
203
+ | No log | 38.0 | 304 | 0.9506 | 0.1152 | 0.9506 | 0.9750 |
204
+ | No log | 38.25 | 306 | 0.9406 | 0.0800 | 0.9406 | 0.9698 |
205
+ | No log | 38.5 | 308 | 0.8885 | 0.0328 | 0.8885 | 0.9426 |
206
+ | No log | 38.75 | 310 | 0.8579 | 0.0058 | 0.8579 | 0.9262 |
207
+ | No log | 39.0 | 312 | 0.8997 | -0.0658 | 0.8997 | 0.9485 |
208
+ | No log | 39.25 | 314 | 0.8878 | -0.1116 | 0.8878 | 0.9423 |
209
+ | No log | 39.5 | 316 | 0.8498 | -0.0999 | 0.8498 | 0.9218 |
210
+ | No log | 39.75 | 318 | 0.8339 | 0.0571 | 0.8339 | 0.9132 |
211
+ | No log | 40.0 | 320 | 0.8561 | 0.0089 | 0.8561 | 0.9253 |
212
+ | No log | 40.25 | 322 | 0.8552 | 0.0030 | 0.8552 | 0.9248 |
213
+ | No log | 40.5 | 324 | 0.8574 | -0.1457 | 0.8574 | 0.9260 |
214
+ | No log | 40.75 | 326 | 0.8874 | -0.0718 | 0.8874 | 0.9420 |
215
+ | No log | 41.0 | 328 | 0.8895 | -0.0731 | 0.8895 | 0.9431 |
216
+ | No log | 41.25 | 330 | 0.8843 | -0.0704 | 0.8843 | 0.9404 |
217
+ | No log | 41.5 | 332 | 0.8710 | -0.0889 | 0.8710 | 0.9333 |
218
+ | No log | 41.75 | 334 | 0.8902 | -0.0705 | 0.8902 | 0.9435 |
219
+ | No log | 42.0 | 336 | 0.9185 | 0.0702 | 0.9185 | 0.9584 |
220
+ | No log | 42.25 | 338 | 0.8792 | 0.0683 | 0.8792 | 0.9377 |
221
+ | No log | 42.5 | 340 | 0.8116 | -0.1010 | 0.8116 | 0.9009 |
222
+ | No log | 42.75 | 342 | 0.8011 | -0.0032 | 0.8011 | 0.8951 |
223
+ | No log | 43.0 | 344 | 0.8034 | 0.0 | 0.8034 | 0.8964 |
224
+ | No log | 43.25 | 346 | 0.8141 | -0.0513 | 0.8141 | 0.9023 |
225
+ | No log | 43.5 | 348 | 0.8108 | -0.0513 | 0.8108 | 0.9005 |
226
+ | No log | 43.75 | 350 | 0.8316 | -0.0513 | 0.8316 | 0.9119 |
227
+ | No log | 44.0 | 352 | 0.8325 | -0.0513 | 0.8325 | 0.9124 |
228
+ | No log | 44.25 | 354 | 0.8106 | -0.0513 | 0.8106 | 0.9004 |
229
+ | No log | 44.5 | 356 | 0.7858 | 0.0 | 0.7858 | 0.8864 |
230
+ | No log | 44.75 | 358 | 0.7702 | -0.1067 | 0.7702 | 0.8776 |
231
+ | No log | 45.0 | 360 | 0.7669 | -0.1067 | 0.7669 | 0.8757 |
232
+ | No log | 45.25 | 362 | 0.8131 | -0.1001 | 0.8131 | 0.9017 |
233
+ | No log | 45.5 | 364 | 0.8415 | -0.0881 | 0.8415 | 0.9173 |
234
+ | No log | 45.75 | 366 | 0.8468 | -0.0427 | 0.8468 | 0.9202 |
235
+ | No log | 46.0 | 368 | 0.8424 | -0.0550 | 0.8424 | 0.9178 |
236
+ | No log | 46.25 | 370 | 0.8458 | -0.0113 | 0.8458 | 0.9197 |
237
+ | No log | 46.5 | 372 | 0.8459 | -0.0427 | 0.8459 | 0.9197 |
238
+ | No log | 46.75 | 374 | 0.8451 | -0.0892 | 0.8451 | 0.9193 |
239
+ | No log | 47.0 | 376 | 0.8146 | -0.1074 | 0.8146 | 0.9026 |
240
+ | No log | 47.25 | 378 | 0.7828 | -0.0541 | 0.7828 | 0.8848 |
241
+ | No log | 47.5 | 380 | 0.7902 | 0.0436 | 0.7902 | 0.8889 |
242
+ | No log | 47.75 | 382 | 0.7985 | -0.0240 | 0.7985 | 0.8936 |
243
+ | No log | 48.0 | 384 | 0.7910 | -0.0690 | 0.7910 | 0.8894 |
244
+ | No log | 48.25 | 386 | 0.7964 | -0.0091 | 0.7964 | 0.8924 |
245
+ | No log | 48.5 | 388 | 0.8318 | -0.1074 | 0.8318 | 0.9121 |
246
+ | No log | 48.75 | 390 | 0.8657 | -0.0307 | 0.8657 | 0.9304 |
247
+ | No log | 49.0 | 392 | 0.8863 | 0.0251 | 0.8863 | 0.9414 |
248
+ | No log | 49.25 | 394 | 0.9006 | 0.0328 | 0.9006 | 0.9490 |
249
+ | No log | 49.5 | 396 | 0.8827 | -0.0173 | 0.8827 | 0.9395 |
250
+ | No log | 49.75 | 398 | 0.8356 | 0.0 | 0.8356 | 0.9141 |
251
+ | No log | 50.0 | 400 | 0.7957 | -0.0032 | 0.7957 | 0.8920 |
252
+ | No log | 50.25 | 402 | 0.7959 | 0.0395 | 0.7959 | 0.8922 |
253
+ | No log | 50.5 | 404 | 0.7976 | 0.0436 | 0.7976 | 0.8931 |
254
+ | No log | 50.75 | 406 | 0.7913 | -0.0032 | 0.7913 | 0.8895 |
255
+ | No log | 51.0 | 408 | 0.7950 | -0.1067 | 0.7950 | 0.8916 |
256
+ | No log | 51.25 | 410 | 0.7911 | -0.1067 | 0.7911 | 0.8894 |
257
+ | No log | 51.5 | 412 | 0.7740 | -0.1067 | 0.7740 | 0.8798 |
258
+ | No log | 51.75 | 414 | 0.7779 | -0.0032 | 0.7779 | 0.8820 |
259
+ | No log | 52.0 | 416 | 0.8096 | -0.1100 | 0.8096 | 0.8998 |
260
+ | No log | 52.25 | 418 | 0.8230 | -0.0675 | 0.8230 | 0.9072 |
261
+ | No log | 52.5 | 420 | 0.8243 | -0.1100 | 0.8243 | 0.9079 |
262
+ | No log | 52.75 | 422 | 0.8093 | -0.0541 | 0.8093 | 0.8996 |
263
+ | No log | 53.0 | 424 | 0.8161 | -0.1067 | 0.8161 | 0.9034 |
264
+ | No log | 53.25 | 426 | 0.8300 | -0.1067 | 0.8300 | 0.9110 |
265
+ | No log | 53.5 | 428 | 0.8366 | -0.1067 | 0.8366 | 0.9147 |
266
+ | No log | 53.75 | 430 | 0.8397 | -0.0449 | 0.8397 | 0.9163 |
267
+ | No log | 54.0 | 432 | 0.8516 | -0.1871 | 0.8516 | 0.9228 |
268
+ | No log | 54.25 | 434 | 0.8735 | -0.1832 | 0.8735 | 0.9346 |
269
+ | No log | 54.5 | 436 | 0.8907 | -0.2190 | 0.8907 | 0.9438 |
270
+ | No log | 54.75 | 438 | 0.8846 | -0.1638 | 0.8846 | 0.9405 |
271
+ | No log | 55.0 | 440 | 0.8632 | -0.1040 | 0.8632 | 0.9291 |
272
+ | No log | 55.25 | 442 | 0.8358 | -0.1094 | 0.8358 | 0.9142 |
273
+ | No log | 55.5 | 444 | 0.8228 | -0.1094 | 0.8228 | 0.9071 |
274
+ | No log | 55.75 | 446 | 0.8004 | -0.1094 | 0.8004 | 0.8946 |
275
+ | No log | 56.0 | 448 | 0.8028 | -0.1094 | 0.8028 | 0.8960 |
276
+ | No log | 56.25 | 450 | 0.8022 | -0.1111 | 0.8022 | 0.8957 |
277
+ | No log | 56.5 | 452 | 0.7954 | -0.1094 | 0.7954 | 0.8918 |
278
+ | No log | 56.75 | 454 | 0.8105 | -0.1094 | 0.8105 | 0.9003 |
279
+ | No log | 57.0 | 456 | 0.8338 | -0.1538 | 0.8338 | 0.9131 |
280
+ | No log | 57.25 | 458 | 0.8561 | -0.1268 | 0.8561 | 0.9252 |
281
+ | No log | 57.5 | 460 | 0.8527 | -0.1653 | 0.8527 | 0.9234 |
282
+ | No log | 57.75 | 462 | 0.8411 | -0.1951 | 0.8411 | 0.9171 |
283
+ | No log | 58.0 | 464 | 0.8344 | -0.1951 | 0.8344 | 0.9135 |
284
+ | No log | 58.25 | 466 | 0.8405 | -0.1208 | 0.8405 | 0.9168 |
285
+ | No log | 58.5 | 468 | 0.8502 | -0.1151 | 0.8502 | 0.9221 |
286
+ | No log | 58.75 | 470 | 0.8479 | -0.1208 | 0.8479 | 0.9208 |
287
+ | No log | 59.0 | 472 | 0.8439 | -0.1813 | 0.8439 | 0.9187 |
288
+ | No log | 59.25 | 474 | 0.8288 | -0.0958 | 0.8288 | 0.9104 |
289
+ | No log | 59.5 | 476 | 0.8239 | -0.1033 | 0.8239 | 0.9077 |
290
+ | No log | 59.75 | 478 | 0.8152 | -0.1094 | 0.8152 | 0.9029 |
291
+ | No log | 60.0 | 480 | 0.8079 | -0.1094 | 0.8079 | 0.8988 |
292
+ | No log | 60.25 | 482 | 0.8089 | -0.1094 | 0.8089 | 0.8994 |
293
+ | No log | 60.5 | 484 | 0.7964 | -0.1094 | 0.7964 | 0.8924 |
294
+ | No log | 60.75 | 486 | 0.7769 | -0.0032 | 0.7769 | 0.8814 |
295
+ | No log | 61.0 | 488 | 0.7718 | -0.0032 | 0.7718 | 0.8785 |
296
+ | No log | 61.25 | 490 | 0.7848 | -0.0032 | 0.7848 | 0.8859 |
297
+ | No log | 61.5 | 492 | 0.7924 | -0.0032 | 0.7924 | 0.8902 |
298
+ | No log | 61.75 | 494 | 0.8101 | -0.0032 | 0.8101 | 0.9001 |
299
+ | No log | 62.0 | 496 | 0.8260 | -0.0032 | 0.8260 | 0.9089 |
300
+ | No log | 62.25 | 498 | 0.8349 | -0.1094 | 0.8349 | 0.9137 |
301
+ | 0.1829 | 62.5 | 500 | 0.8380 | -0.1094 | 0.8380 | 0.9154 |
302
+ | 0.1829 | 62.75 | 502 | 0.8344 | -0.1094 | 0.8344 | 0.9134 |
303
+ | 0.1829 | 63.0 | 504 | 0.8328 | -0.1094 | 0.8328 | 0.9126 |
304
+ | 0.1829 | 63.25 | 506 | 0.8333 | -0.1094 | 0.8333 | 0.9128 |
305
+ | 0.1829 | 63.5 | 508 | 0.8319 | -0.1094 | 0.8319 | 0.9121 |
306
+ | 0.1829 | 63.75 | 510 | 0.8278 | -0.1094 | 0.8278 | 0.9098 |
307
 
308
 
309
  ### Framework versions