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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k17_task1_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k16_task1_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k16_task1_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: 0.7486
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- - Qwk: 0.7170
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- - Mse: 0.7486
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- - Rmse: 0.8652
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  ## Model description
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@@ -47,267 +47,270 @@ 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 | 0.0263 | 2 | 6.8139 | 0.0239 | 6.8139 | 2.6104 |
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- | No log | 0.0526 | 4 | 4.5495 | 0.0650 | 4.5495 | 2.1330 |
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- | No log | 0.0789 | 6 | 3.7296 | 0.0303 | 3.7296 | 1.9312 |
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- | No log | 0.1053 | 8 | 2.9966 | 0.0244 | 2.9966 | 1.7311 |
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- | No log | 0.1316 | 10 | 2.2571 | 0.2553 | 2.2571 | 1.5024 |
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- | No log | 0.1579 | 12 | 2.0233 | 0.25 | 2.0233 | 1.4224 |
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- | No log | 0.1842 | 14 | 1.5879 | 0.3304 | 1.5879 | 1.2601 |
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- | No log | 0.2105 | 16 | 1.6733 | 0.3810 | 1.6733 | 1.2936 |
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- | No log | 0.2368 | 18 | 3.1116 | 0.1451 | 3.1116 | 1.7640 |
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- | No log | 0.2632 | 20 | 3.6046 | 0.1712 | 3.6046 | 1.8986 |
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- | No log | 0.2895 | 22 | 2.6517 | 0.1556 | 2.6517 | 1.6284 |
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- | No log | 0.3158 | 24 | 1.6660 | 0.3885 | 1.6660 | 1.2907 |
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- | No log | 0.3421 | 26 | 1.2860 | 0.4286 | 1.2860 | 1.1340 |
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- | No log | 0.3684 | 28 | 1.3207 | 0.4962 | 1.3207 | 1.1492 |
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- | No log | 0.3947 | 30 | 1.9617 | 0.2930 | 1.9617 | 1.4006 |
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- | No log | 0.4211 | 32 | 2.5021 | 0.2404 | 2.5021 | 1.5818 |
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- | No log | 0.4474 | 34 | 2.2668 | 0.2955 | 2.2668 | 1.5056 |
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- | No log | 0.4737 | 36 | 1.6758 | 0.3893 | 1.6758 | 1.2945 |
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- | No log | 0.5 | 38 | 1.1167 | 0.5846 | 1.1167 | 1.0567 |
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- | No log | 0.5263 | 40 | 1.2536 | 0.4516 | 1.2536 | 1.1196 |
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- | No log | 0.5526 | 42 | 1.1368 | 0.48 | 1.1368 | 1.0662 |
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- | No log | 0.5789 | 44 | 1.4131 | 0.4690 | 1.4131 | 1.1888 |
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- | No log | 0.6053 | 46 | 2.6385 | 0.2995 | 2.6385 | 1.6244 |
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- | No log | 0.6316 | 48 | 3.3692 | 0.2066 | 3.3692 | 1.8355 |
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- | No log | 0.6579 | 50 | 3.3026 | 0.2203 | 3.3026 | 1.8173 |
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- | No log | 0.6842 | 52 | 2.5877 | 0.3037 | 2.5877 | 1.6086 |
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- | No log | 0.7105 | 54 | 1.3816 | 0.5405 | 1.3816 | 1.1754 |
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- | No log | 0.7368 | 56 | 0.7991 | 0.6667 | 0.7991 | 0.8939 |
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- | No log | 0.7632 | 58 | 0.7764 | 0.6866 | 0.7764 | 0.8812 |
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- | No log | 0.7895 | 60 | 0.8364 | 0.6519 | 0.8364 | 0.9145 |
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- | No log | 0.8158 | 62 | 1.2244 | 0.5753 | 1.2244 | 1.1065 |
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- | No log | 0.8421 | 64 | 1.7457 | 0.4444 | 1.7457 | 1.3212 |
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- | No log | 0.8684 | 66 | 1.8116 | 0.4974 | 1.8116 | 1.3460 |
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- | No log | 0.8947 | 68 | 1.2047 | 0.6489 | 1.2047 | 1.0976 |
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- | No log | 0.9211 | 70 | 1.0679 | 0.6595 | 1.0679 | 1.0334 |
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- | No log | 0.9474 | 72 | 1.2999 | 0.6170 | 1.2999 | 1.1401 |
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- | No log | 0.9737 | 74 | 1.4072 | 0.6064 | 1.4072 | 1.1863 |
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- | No log | 1.0 | 76 | 1.5159 | 0.5851 | 1.5159 | 1.2312 |
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- | No log | 1.0263 | 78 | 2.5503 | 0.3507 | 2.5503 | 1.5970 |
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- | No log | 1.0526 | 80 | 3.1715 | 0.2946 | 3.1715 | 1.7809 |
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- | No log | 1.0789 | 82 | 2.9152 | 0.3226 | 2.9152 | 1.7074 |
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- | No log | 1.1053 | 84 | 1.5874 | 0.5699 | 1.5874 | 1.2599 |
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- | No log | 1.1316 | 86 | 0.8130 | 0.6887 | 0.8130 | 0.9017 |
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- | No log | 1.1579 | 88 | 0.7637 | 0.6980 | 0.7637 | 0.8739 |
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- | No log | 1.1842 | 90 | 0.8903 | 0.6875 | 0.8903 | 0.9436 |
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- | No log | 1.2105 | 92 | 1.2357 | 0.6180 | 1.2357 | 1.1116 |
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- | No log | 1.2368 | 94 | 1.2270 | 0.5988 | 1.2270 | 1.1077 |
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- | No log | 1.2632 | 96 | 0.9373 | 0.7020 | 0.9373 | 0.9681 |
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- | No log | 1.2895 | 98 | 0.7870 | 0.6906 | 0.7870 | 0.8871 |
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- | No log | 1.3158 | 100 | 0.7466 | 0.6763 | 0.7466 | 0.8640 |
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- | No log | 1.3421 | 102 | 0.7488 | 0.6950 | 0.7488 | 0.8653 |
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- | No log | 1.3684 | 104 | 0.9056 | 0.7170 | 0.9056 | 0.9516 |
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- | No log | 1.3947 | 106 | 0.9616 | 0.6871 | 0.9616 | 0.9806 |
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- | No log | 1.4211 | 108 | 0.8086 | 0.725 | 0.8086 | 0.8992 |
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- | No log | 1.4474 | 110 | 0.6840 | 0.7651 | 0.6840 | 0.8271 |
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- | No log | 1.4737 | 112 | 0.6905 | 0.7643 | 0.6905 | 0.8310 |
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- | No log | 1.5 | 114 | 0.8594 | 0.7485 | 0.8594 | 0.9271 |
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- | No log | 1.5263 | 116 | 1.3639 | 0.5685 | 1.3639 | 1.1679 |
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- | No log | 1.5526 | 118 | 1.4912 | 0.5784 | 1.4912 | 1.2212 |
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- | No log | 1.5789 | 120 | 1.1959 | 0.6429 | 1.1959 | 1.0936 |
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- | No log | 1.6053 | 122 | 0.8448 | 0.7444 | 0.8448 | 0.9191 |
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- | No log | 1.6316 | 124 | 0.7570 | 0.7976 | 0.7570 | 0.8700 |
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- | No log | 1.6579 | 126 | 0.7326 | 0.7407 | 0.7326 | 0.8559 |
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- | No log | 1.6842 | 128 | 0.8219 | 0.6753 | 0.8219 | 0.9066 |
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- | No log | 1.7105 | 130 | 1.0404 | 0.6494 | 1.0404 | 1.0200 |
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- | No log | 1.7368 | 132 | 1.3898 | 0.5357 | 1.3898 | 1.1789 |
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- | No log | 1.7632 | 134 | 1.5291 | 0.5357 | 1.5291 | 1.2366 |
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- | No log | 1.7895 | 136 | 1.4643 | 0.5357 | 1.4643 | 1.2101 |
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- | No log | 1.8158 | 138 | 1.1692 | 0.6258 | 1.1692 | 1.0813 |
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- | No log | 1.8421 | 140 | 0.8400 | 0.7329 | 0.8400 | 0.9165 |
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- | No log | 1.8684 | 142 | 0.8576 | 0.7020 | 0.8576 | 0.9261 |
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- | No log | 1.8947 | 144 | 0.9619 | 0.6577 | 0.9619 | 0.9807 |
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- | No log | 1.9211 | 146 | 0.9284 | 0.6883 | 0.9284 | 0.9635 |
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- | No log | 1.9474 | 148 | 0.7065 | 0.7831 | 0.7065 | 0.8405 |
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- | No log | 1.9737 | 150 | 0.6285 | 0.8070 | 0.6285 | 0.7928 |
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- | No log | 2.0 | 152 | 0.6131 | 0.8070 | 0.6131 | 0.7830 |
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- | No log | 2.0263 | 154 | 0.6028 | 0.8 | 0.6028 | 0.7764 |
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- | No log | 2.0526 | 156 | 0.7371 | 0.7470 | 0.7371 | 0.8585 |
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- | No log | 2.0789 | 158 | 0.7548 | 0.7296 | 0.7548 | 0.8688 |
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- | No log | 2.1053 | 160 | 0.7751 | 0.7179 | 0.7751 | 0.8804 |
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- | No log | 2.1316 | 162 | 0.9418 | 0.6375 | 0.9418 | 0.9704 |
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- | No log | 2.1579 | 164 | 1.1249 | 0.6467 | 1.1249 | 1.0606 |
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- | No log | 2.1842 | 166 | 0.9398 | 0.6494 | 0.9398 | 0.9694 |
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- | No log | 2.2105 | 168 | 0.8583 | 0.6358 | 0.8583 | 0.9264 |
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- | No log | 2.2368 | 170 | 0.9399 | 0.675 | 0.9399 | 0.9695 |
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- | No log | 2.2632 | 172 | 1.1434 | 0.6369 | 1.1434 | 1.0693 |
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- | No log | 2.2895 | 174 | 1.3900 | 0.6211 | 1.3900 | 1.1790 |
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- | No log | 2.3158 | 176 | 1.2718 | 0.6073 | 1.2718 | 1.1278 |
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- | No log | 2.3421 | 178 | 0.9185 | 0.7079 | 0.9185 | 0.9584 |
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- | No log | 2.3684 | 180 | 0.6695 | 0.7665 | 0.6695 | 0.8182 |
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- | No log | 2.3947 | 182 | 0.6883 | 0.7929 | 0.6883 | 0.8296 |
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- | No log | 2.4211 | 184 | 0.7584 | 0.7607 | 0.7584 | 0.8709 |
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- | No log | 2.4474 | 186 | 0.7674 | 0.7578 | 0.7674 | 0.8760 |
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- | No log | 2.4737 | 188 | 0.6604 | 0.7778 | 0.6604 | 0.8126 |
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- | No log | 2.5 | 190 | 0.6954 | 0.7853 | 0.6954 | 0.8339 |
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- | No log | 2.5263 | 192 | 0.7502 | 0.7879 | 0.7502 | 0.8661 |
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- | No log | 2.5526 | 194 | 0.7399 | 0.7853 | 0.7399 | 0.8602 |
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- | No log | 2.5789 | 196 | 0.8757 | 0.7209 | 0.8757 | 0.9358 |
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- | No log | 2.6053 | 198 | 0.9175 | 0.6977 | 0.9175 | 0.9578 |
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- | No log | 2.6316 | 200 | 0.6275 | 0.8049 | 0.6275 | 0.7922 |
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- | No log | 2.6579 | 202 | 0.5241 | 0.7867 | 0.5241 | 0.7239 |
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- | No log | 2.6842 | 204 | 0.5379 | 0.7867 | 0.5379 | 0.7334 |
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- | No log | 2.7105 | 206 | 0.6125 | 0.8 | 0.6125 | 0.7827 |
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- | No log | 2.7368 | 208 | 0.6993 | 0.8114 | 0.6993 | 0.8363 |
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- | No log | 2.7632 | 210 | 0.6301 | 0.8 | 0.6301 | 0.7938 |
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- | No log | 2.7895 | 212 | 0.6380 | 0.7778 | 0.6380 | 0.7988 |
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- | No log | 2.8158 | 214 | 0.7005 | 0.7826 | 0.7005 | 0.8369 |
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- | No log | 2.8421 | 216 | 0.7166 | 0.7722 | 0.7166 | 0.8465 |
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- | No log | 2.8684 | 218 | 0.6716 | 0.7901 | 0.6716 | 0.8195 |
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- | No log | 2.8947 | 220 | 0.6435 | 0.7976 | 0.6435 | 0.8022 |
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- | No log | 2.9211 | 222 | 0.6211 | 0.7929 | 0.6211 | 0.7881 |
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- | No log | 2.9474 | 224 | 0.5827 | 0.8047 | 0.5827 | 0.7633 |
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- | No log | 2.9737 | 226 | 0.5650 | 0.7758 | 0.5650 | 0.7516 |
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- | No log | 3.0 | 228 | 0.5677 | 0.825 | 0.5677 | 0.7535 |
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- | No log | 3.0263 | 230 | 0.6158 | 0.8293 | 0.6158 | 0.7847 |
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- | No log | 3.0526 | 232 | 0.6671 | 0.8 | 0.6671 | 0.8168 |
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- | No log | 3.0789 | 234 | 0.6541 | 0.7925 | 0.6541 | 0.8088 |
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- | No log | 3.1053 | 236 | 0.6995 | 0.7453 | 0.6995 | 0.8363 |
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- | No log | 3.1316 | 238 | 0.7361 | 0.7738 | 0.7361 | 0.8580 |
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- | No log | 3.1579 | 240 | 0.6938 | 0.7836 | 0.6938 | 0.8330 |
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- | No log | 3.1842 | 242 | 0.6787 | 0.8092 | 0.6787 | 0.8238 |
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- | No log | 3.2105 | 244 | 0.5687 | 0.8144 | 0.5687 | 0.7541 |
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- | No log | 3.2368 | 246 | 0.5955 | 0.7643 | 0.5955 | 0.7717 |
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- | No log | 3.2632 | 248 | 0.6973 | 0.7625 | 0.6973 | 0.8351 |
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- | No log | 3.2895 | 250 | 0.8179 | 0.7349 | 0.8179 | 0.9044 |
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- | No log | 3.3158 | 252 | 0.8524 | 0.7262 | 0.8524 | 0.9233 |
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- | No log | 3.3421 | 254 | 0.7201 | 0.7485 | 0.7201 | 0.8486 |
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- | No log | 3.3684 | 256 | 0.6254 | 0.76 | 0.6254 | 0.7908 |
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- | No log | 3.3947 | 258 | 0.6260 | 0.7153 | 0.6260 | 0.7912 |
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- | No log | 3.4211 | 260 | 0.6046 | 0.7532 | 0.6046 | 0.7776 |
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- | No log | 3.4474 | 262 | 0.7193 | 0.7805 | 0.7193 | 0.8481 |
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- | No log | 3.4737 | 264 | 1.1123 | 0.6592 | 1.1123 | 1.0546 |
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- | No log | 3.5 | 266 | 1.2431 | 0.6203 | 1.2431 | 1.1149 |
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- | No log | 3.5263 | 268 | 0.9611 | 0.6813 | 0.9611 | 0.9804 |
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- | No log | 3.5526 | 270 | 0.6251 | 0.8353 | 0.6251 | 0.7906 |
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- | No log | 3.5789 | 272 | 0.6482 | 0.7564 | 0.6482 | 0.8051 |
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- | No log | 3.6053 | 274 | 0.7157 | 0.7248 | 0.7157 | 0.8460 |
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- | No log | 3.6316 | 276 | 0.7222 | 0.7059 | 0.7222 | 0.8498 |
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- | No log | 3.6579 | 278 | 0.6714 | 0.7805 | 0.6714 | 0.8194 |
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- | No log | 3.6842 | 280 | 0.7464 | 0.7865 | 0.7464 | 0.8639 |
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- | No log | 3.7105 | 282 | 0.8891 | 0.7119 | 0.8891 | 0.9429 |
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- | No log | 3.7368 | 284 | 0.9347 | 0.6818 | 0.9347 | 0.9668 |
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- | No log | 3.7632 | 286 | 0.8418 | 0.7283 | 0.8418 | 0.9175 |
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- | No log | 3.7895 | 288 | 0.6637 | 0.8235 | 0.6637 | 0.8147 |
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- | No log | 3.8158 | 290 | 0.6030 | 0.8121 | 0.6030 | 0.7765 |
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- | No log | 3.8421 | 292 | 0.5799 | 0.8 | 0.5799 | 0.7615 |
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- | No log | 3.8684 | 294 | 0.5422 | 0.8193 | 0.5422 | 0.7363 |
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- | No log | 3.8947 | 296 | 0.5942 | 0.8268 | 0.5942 | 0.7708 |
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- | No log | 3.9211 | 298 | 0.6779 | 0.8043 | 0.6779 | 0.8234 |
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- | No log | 3.9474 | 300 | 0.6550 | 0.7869 | 0.6550 | 0.8093 |
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- | No log | 3.9737 | 302 | 0.6288 | 0.8140 | 0.6288 | 0.7930 |
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- | No log | 4.0 | 304 | 0.6732 | 0.7857 | 0.6732 | 0.8205 |
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- | No log | 4.0263 | 306 | 0.7014 | 0.7811 | 0.7014 | 0.8375 |
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- | No log | 4.0526 | 308 | 0.7202 | 0.7719 | 0.7202 | 0.8487 |
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- | No log | 4.0789 | 310 | 0.7662 | 0.7263 | 0.7662 | 0.8753 |
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- | No log | 4.1053 | 312 | 0.7186 | 0.7797 | 0.7186 | 0.8477 |
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- | No log | 4.1316 | 314 | 0.6563 | 0.8256 | 0.6563 | 0.8101 |
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- | No log | 4.1579 | 316 | 0.7066 | 0.8118 | 0.7066 | 0.8406 |
210
- | No log | 4.1842 | 318 | 0.7249 | 0.7619 | 0.7249 | 0.8514 |
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- | No log | 4.2105 | 320 | 0.7131 | 0.7619 | 0.7131 | 0.8444 |
212
- | No log | 4.2368 | 322 | 0.6966 | 0.7976 | 0.6966 | 0.8346 |
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- | No log | 4.2632 | 324 | 0.6832 | 0.8166 | 0.6832 | 0.8266 |
214
- | No log | 4.2895 | 326 | 0.7064 | 0.7976 | 0.7064 | 0.8405 |
215
- | No log | 4.3158 | 328 | 0.7407 | 0.7784 | 0.7407 | 0.8606 |
216
- | No log | 4.3421 | 330 | 0.8175 | 0.7514 | 0.8175 | 0.9042 |
217
- | No log | 4.3684 | 332 | 0.8600 | 0.7176 | 0.8600 | 0.9274 |
218
- | No log | 4.3947 | 334 | 0.7888 | 0.7771 | 0.7888 | 0.8881 |
219
- | No log | 4.4211 | 336 | 0.6659 | 0.8276 | 0.6659 | 0.8160 |
220
- | No log | 4.4474 | 338 | 0.6348 | 0.8343 | 0.6348 | 0.7967 |
221
- | No log | 4.4737 | 340 | 0.6563 | 0.7935 | 0.6563 | 0.8101 |
222
- | No log | 4.5 | 342 | 0.7099 | 0.7897 | 0.7099 | 0.8426 |
223
- | No log | 4.5263 | 344 | 0.6384 | 0.8132 | 0.6384 | 0.7990 |
224
- | No log | 4.5526 | 346 | 0.7040 | 0.7978 | 0.7040 | 0.8390 |
225
- | No log | 4.5789 | 348 | 0.7117 | 0.8046 | 0.7117 | 0.8436 |
226
- | No log | 4.6053 | 350 | 0.6538 | 0.7879 | 0.6538 | 0.8086 |
227
- | No log | 4.6316 | 352 | 0.7033 | 0.7625 | 0.7033 | 0.8386 |
228
- | No log | 4.6579 | 354 | 0.8742 | 0.6905 | 0.8742 | 0.9350 |
229
- | No log | 4.6842 | 356 | 1.0551 | 0.6776 | 1.0551 | 1.0272 |
230
- | No log | 4.7105 | 358 | 1.0342 | 0.6667 | 1.0342 | 1.0170 |
231
- | No log | 4.7368 | 360 | 1.0933 | 0.6667 | 1.0933 | 1.0456 |
232
- | No log | 4.7632 | 362 | 1.2170 | 0.6633 | 1.2170 | 1.1032 |
233
- | No log | 4.7895 | 364 | 0.9602 | 0.7083 | 0.9602 | 0.9799 |
234
- | No log | 4.8158 | 366 | 0.6920 | 0.7953 | 0.6920 | 0.8319 |
235
- | No log | 4.8421 | 368 | 0.7080 | 0.7857 | 0.7080 | 0.8414 |
236
- | No log | 4.8684 | 370 | 0.7495 | 0.7407 | 0.7495 | 0.8657 |
237
- | No log | 4.8947 | 372 | 0.7651 | 0.7179 | 0.7651 | 0.8747 |
238
- | No log | 4.9211 | 374 | 0.8991 | 0.7152 | 0.8991 | 0.9482 |
239
- | No log | 4.9474 | 376 | 0.9924 | 0.6813 | 0.9924 | 0.9962 |
240
- | No log | 4.9737 | 378 | 1.0107 | 0.6703 | 1.0107 | 1.0053 |
241
- | No log | 5.0 | 380 | 0.7935 | 0.7416 | 0.7935 | 0.8908 |
242
- | No log | 5.0263 | 382 | 0.5794 | 0.8304 | 0.5794 | 0.7612 |
243
- | No log | 5.0526 | 384 | 0.5746 | 0.8166 | 0.5746 | 0.7580 |
244
- | No log | 5.0789 | 386 | 0.6447 | 0.8287 | 0.6447 | 0.8029 |
245
- | No log | 5.1053 | 388 | 0.8184 | 0.7784 | 0.8184 | 0.9047 |
246
- | No log | 5.1316 | 390 | 0.9428 | 0.7111 | 0.9428 | 0.9710 |
247
- | No log | 5.1579 | 392 | 0.8837 | 0.7168 | 0.8837 | 0.9400 |
248
- | No log | 5.1842 | 394 | 0.7764 | 0.7831 | 0.7764 | 0.8811 |
249
- | No log | 5.2105 | 396 | 0.6562 | 0.7901 | 0.6562 | 0.8100 |
250
- | No log | 5.2368 | 398 | 0.6278 | 0.75 | 0.6278 | 0.7924 |
251
- | No log | 5.2632 | 400 | 0.7019 | 0.7436 | 0.7019 | 0.8378 |
252
- | No log | 5.2895 | 402 | 0.8424 | 0.6792 | 0.8424 | 0.9178 |
253
- | No log | 5.3158 | 404 | 0.8105 | 0.75 | 0.8105 | 0.9003 |
254
- | No log | 5.3421 | 406 | 0.6646 | 0.7711 | 0.6646 | 0.8152 |
255
- | No log | 5.3684 | 408 | 0.5389 | 0.7843 | 0.5389 | 0.7341 |
256
- | No log | 5.3947 | 410 | 0.5269 | 0.8052 | 0.5269 | 0.7259 |
257
- | No log | 5.4211 | 412 | 0.5339 | 0.8098 | 0.5339 | 0.7307 |
258
- | No log | 5.4474 | 414 | 0.6472 | 0.8249 | 0.6472 | 0.8045 |
259
- | No log | 5.4737 | 416 | 0.7652 | 0.7614 | 0.7652 | 0.8747 |
260
- | No log | 5.5 | 418 | 0.7308 | 0.7797 | 0.7308 | 0.8549 |
261
- | No log | 5.5263 | 420 | 0.6945 | 0.7727 | 0.6945 | 0.8334 |
262
- | No log | 5.5526 | 422 | 0.6944 | 0.7861 | 0.6944 | 0.8333 |
263
- | No log | 5.5789 | 424 | 0.6038 | 0.8 | 0.6038 | 0.7771 |
264
- | No log | 5.6053 | 426 | 0.5720 | 0.8 | 0.5720 | 0.7563 |
265
- | No log | 5.6316 | 428 | 0.5873 | 0.8 | 0.5873 | 0.7663 |
266
- | No log | 5.6579 | 430 | 0.6112 | 0.8 | 0.6112 | 0.7818 |
267
- | No log | 5.6842 | 432 | 0.6627 | 0.8276 | 0.6627 | 0.8141 |
268
- | No log | 5.7105 | 434 | 0.6469 | 0.8276 | 0.6469 | 0.8043 |
269
- | No log | 5.7368 | 436 | 0.6365 | 0.8276 | 0.6365 | 0.7978 |
270
- | No log | 5.7632 | 438 | 0.6216 | 0.8391 | 0.6216 | 0.7884 |
271
- | No log | 5.7895 | 440 | 0.6472 | 0.8439 | 0.6472 | 0.8045 |
272
- | No log | 5.8158 | 442 | 0.6581 | 0.8439 | 0.6581 | 0.8112 |
273
- | No log | 5.8421 | 444 | 0.7107 | 0.8391 | 0.7107 | 0.8430 |
274
- | No log | 5.8684 | 446 | 0.7277 | 0.8391 | 0.7277 | 0.8530 |
275
- | No log | 5.8947 | 448 | 0.7513 | 0.7912 | 0.7513 | 0.8668 |
276
- | No log | 5.9211 | 450 | 0.7056 | 0.8 | 0.7056 | 0.8400 |
277
- | No log | 5.9474 | 452 | 0.6275 | 0.8111 | 0.6275 | 0.7921 |
278
- | No log | 5.9737 | 454 | 0.5408 | 0.8457 | 0.5408 | 0.7354 |
279
- | No log | 6.0 | 456 | 0.5264 | 0.8457 | 0.5264 | 0.7255 |
280
- | No log | 6.0263 | 458 | 0.5684 | 0.8315 | 0.5684 | 0.7539 |
281
- | No log | 6.0526 | 460 | 0.6473 | 0.8 | 0.6473 | 0.8046 |
282
- | No log | 6.0789 | 462 | 0.6968 | 0.8 | 0.6968 | 0.8347 |
283
- | No log | 6.1053 | 464 | 0.6603 | 0.8276 | 0.6603 | 0.8126 |
284
- | No log | 6.1316 | 466 | 0.6297 | 0.8391 | 0.6297 | 0.7936 |
285
- | No log | 6.1579 | 468 | 0.6462 | 0.8121 | 0.6462 | 0.8039 |
286
- | No log | 6.1842 | 470 | 0.6623 | 0.8171 | 0.6623 | 0.8138 |
287
- | No log | 6.2105 | 472 | 0.7091 | 0.8050 | 0.7091 | 0.8421 |
288
- | No log | 6.2368 | 474 | 0.7252 | 0.7848 | 0.7252 | 0.8516 |
289
- | No log | 6.2632 | 476 | 0.6848 | 0.825 | 0.6848 | 0.8275 |
290
- | No log | 6.2895 | 478 | 0.6310 | 0.8098 | 0.6310 | 0.7944 |
291
- | No log | 6.3158 | 480 | 0.6350 | 0.8353 | 0.6350 | 0.7969 |
292
- | No log | 6.3421 | 482 | 0.6453 | 0.8249 | 0.6453 | 0.8033 |
293
- | No log | 6.3684 | 484 | 0.5992 | 0.8391 | 0.5992 | 0.7741 |
294
- | No log | 6.3947 | 486 | 0.5343 | 0.8353 | 0.5343 | 0.7310 |
295
- | No log | 6.4211 | 488 | 0.5342 | 0.8284 | 0.5342 | 0.7309 |
296
- | No log | 6.4474 | 490 | 0.6059 | 0.8304 | 0.6059 | 0.7784 |
297
- | No log | 6.4737 | 492 | 0.6734 | 0.7578 | 0.6734 | 0.8206 |
298
- | No log | 6.5 | 494 | 0.6621 | 0.7974 | 0.6621 | 0.8137 |
299
- | No log | 6.5263 | 496 | 0.6749 | 0.7799 | 0.6749 | 0.8215 |
300
- | No log | 6.5526 | 498 | 0.6811 | 0.7976 | 0.6811 | 0.8253 |
301
- | 0.4019 | 6.5789 | 500 | 0.6985 | 0.8046 | 0.6985 | 0.8358 |
302
- | 0.4019 | 6.6053 | 502 | 0.6386 | 0.8182 | 0.6386 | 0.7991 |
303
- | 0.4019 | 6.6316 | 504 | 0.5864 | 0.8391 | 0.5864 | 0.7658 |
304
- | 0.4019 | 6.6579 | 506 | 0.5607 | 0.8214 | 0.5607 | 0.7488 |
305
- | 0.4019 | 6.6842 | 508 | 0.5494 | 0.8158 | 0.5494 | 0.7412 |
306
- | 0.4019 | 6.7105 | 510 | 0.5668 | 0.8027 | 0.5668 | 0.7528 |
307
- | 0.4019 | 6.7368 | 512 | 0.5799 | 0.7681 | 0.5799 | 0.7615 |
308
- | 0.4019 | 6.7632 | 514 | 0.5960 | 0.8 | 0.5960 | 0.7720 |
309
- | 0.4019 | 6.7895 | 516 | 0.6854 | 0.7843 | 0.6854 | 0.8279 |
310
- | 0.4019 | 6.8158 | 518 | 0.7486 | 0.7170 | 0.7486 | 0.8652 |
 
 
 
311
 
312
 
313
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k17_task1_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k17_task1_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: 0.8347
19
+ - Qwk: 0.725
20
+ - Mse: 0.8347
21
+ - Rmse: 0.9136
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.025 | 2 | 6.6183 | 0.0308 | 6.6183 | 2.5726 |
53
+ | No log | 0.05 | 4 | 4.0742 | 0.0779 | 4.0742 | 2.0185 |
54
+ | No log | 0.075 | 6 | 2.7883 | 0.0633 | 2.7883 | 1.6698 |
55
+ | No log | 0.1 | 8 | 2.1851 | 0.1053 | 2.1851 | 1.4782 |
56
+ | No log | 0.125 | 10 | 1.9752 | 0.2373 | 1.9752 | 1.4054 |
57
+ | No log | 0.15 | 12 | 1.7519 | 0.2162 | 1.7519 | 1.3236 |
58
+ | No log | 0.175 | 14 | 1.7923 | 0.1698 | 1.7923 | 1.3388 |
59
+ | No log | 0.2 | 16 | 1.7458 | 0.2586 | 1.7458 | 1.3213 |
60
+ | No log | 0.225 | 18 | 2.7517 | 0.0774 | 2.7517 | 1.6588 |
61
+ | No log | 0.25 | 20 | 2.9969 | 0.0617 | 2.9969 | 1.7311 |
62
+ | No log | 0.275 | 22 | 2.3367 | 0.0704 | 2.3367 | 1.5286 |
63
+ | No log | 0.3 | 24 | 1.7617 | 0.3009 | 1.7617 | 1.3273 |
64
+ | No log | 0.325 | 26 | 1.7766 | 0.2364 | 1.7766 | 1.3329 |
65
+ | No log | 0.35 | 28 | 1.8635 | 0.2783 | 1.8635 | 1.3651 |
66
+ | No log | 0.375 | 30 | 1.8970 | 0.3279 | 1.8970 | 1.3773 |
67
+ | No log | 0.4 | 32 | 1.9332 | 0.3175 | 1.9332 | 1.3904 |
68
+ | No log | 0.425 | 34 | 1.8191 | 0.3307 | 1.8191 | 1.3487 |
69
+ | No log | 0.45 | 36 | 1.8123 | 0.3307 | 1.8123 | 1.3462 |
70
+ | No log | 0.475 | 38 | 1.5925 | 0.3360 | 1.5925 | 1.2620 |
71
+ | No log | 0.5 | 40 | 2.0246 | 0.3425 | 2.0246 | 1.4229 |
72
+ | No log | 0.525 | 42 | 2.1265 | 0.2933 | 2.1265 | 1.4582 |
73
+ | No log | 0.55 | 44 | 1.9712 | 0.3537 | 1.9712 | 1.4040 |
74
+ | No log | 0.575 | 46 | 1.3645 | 0.4526 | 1.3645 | 1.1681 |
75
+ | No log | 0.6 | 48 | 1.2598 | 0.5263 | 1.2598 | 1.1224 |
76
+ | No log | 0.625 | 50 | 1.7295 | 0.4247 | 1.7295 | 1.3151 |
77
+ | No log | 0.65 | 52 | 2.6510 | 0.2813 | 2.6510 | 1.6282 |
78
+ | No log | 0.675 | 54 | 2.5977 | 0.2974 | 2.5977 | 1.6118 |
79
+ | No log | 0.7 | 56 | 2.4413 | 0.2769 | 2.4413 | 1.5625 |
80
+ | No log | 0.725 | 58 | 2.2990 | 0.2903 | 2.2990 | 1.5163 |
81
+ | No log | 0.75 | 60 | 1.7304 | 0.4348 | 1.7304 | 1.3154 |
82
+ | No log | 0.775 | 62 | 1.3075 | 0.4706 | 1.3075 | 1.1435 |
83
+ | No log | 0.8 | 64 | 1.2333 | 0.4923 | 1.2333 | 1.1105 |
84
+ | No log | 0.825 | 66 | 1.2342 | 0.4762 | 1.2342 | 1.1109 |
85
+ | No log | 0.85 | 68 | 1.1440 | 0.4697 | 1.1440 | 1.0696 |
86
+ | No log | 0.875 | 70 | 1.2329 | 0.5306 | 1.2329 | 1.1104 |
87
+ | No log | 0.9 | 72 | 1.4216 | 0.5584 | 1.4216 | 1.1923 |
88
+ | No log | 0.925 | 74 | 1.4000 | 0.5466 | 1.4000 | 1.1832 |
89
+ | No log | 0.95 | 76 | 1.2719 | 0.5696 | 1.2719 | 1.1278 |
90
+ | No log | 0.975 | 78 | 1.5131 | 0.5422 | 1.5131 | 1.2301 |
91
+ | No log | 1.0 | 80 | 1.6490 | 0.4908 | 1.6490 | 1.2841 |
92
+ | No log | 1.025 | 82 | 1.5338 | 0.5641 | 1.5338 | 1.2385 |
93
+ | No log | 1.05 | 84 | 1.1320 | 0.6081 | 1.1320 | 1.0639 |
94
+ | No log | 1.075 | 86 | 0.9126 | 0.6577 | 0.9126 | 0.9553 |
95
+ | No log | 1.1 | 88 | 0.8448 | 0.7067 | 0.8448 | 0.9191 |
96
+ | No log | 1.125 | 90 | 0.8732 | 0.6351 | 0.8732 | 0.9345 |
97
+ | No log | 1.15 | 92 | 1.2087 | 0.5986 | 1.2087 | 1.0994 |
98
+ | No log | 1.175 | 94 | 1.3980 | 0.5676 | 1.3980 | 1.1824 |
99
+ | No log | 1.2 | 96 | 1.1995 | 0.5946 | 1.1995 | 1.0952 |
100
+ | No log | 1.225 | 98 | 1.0039 | 0.64 | 1.0039 | 1.0020 |
101
+ | No log | 1.25 | 100 | 0.9099 | 0.6577 | 0.9099 | 0.9539 |
102
+ | No log | 1.275 | 102 | 0.8930 | 0.64 | 0.8930 | 0.9450 |
103
+ | No log | 1.3 | 104 | 0.9772 | 0.6623 | 0.9772 | 0.9885 |
104
+ | No log | 1.325 | 106 | 1.1492 | 0.6234 | 1.1492 | 1.0720 |
105
+ | No log | 1.35 | 108 | 1.4311 | 0.5902 | 1.4311 | 1.1963 |
106
+ | No log | 1.375 | 110 | 1.1565 | 0.6441 | 1.1565 | 1.0754 |
107
+ | No log | 1.4 | 112 | 0.8354 | 0.7326 | 0.8354 | 0.9140 |
108
+ | No log | 1.425 | 114 | 0.7980 | 0.7399 | 0.7980 | 0.8933 |
109
+ | No log | 1.45 | 116 | 1.0652 | 0.6703 | 1.0652 | 1.0321 |
110
+ | No log | 1.475 | 118 | 1.1177 | 0.6595 | 1.1177 | 1.0572 |
111
+ | No log | 1.5 | 120 | 0.8234 | 0.7545 | 0.8234 | 0.9074 |
112
+ | No log | 1.525 | 122 | 0.7576 | 0.7172 | 0.7576 | 0.8704 |
113
+ | No log | 1.55 | 124 | 0.9182 | 0.6389 | 0.9182 | 0.9582 |
114
+ | No log | 1.575 | 126 | 0.8437 | 0.7075 | 0.8437 | 0.9185 |
115
+ | No log | 1.6 | 128 | 1.0414 | 0.6027 | 1.0414 | 1.0205 |
116
+ | No log | 1.625 | 130 | 1.4435 | 0.5389 | 1.4435 | 1.2015 |
117
+ | No log | 1.65 | 132 | 1.3833 | 0.5542 | 1.3833 | 1.1762 |
118
+ | No log | 1.675 | 134 | 1.2556 | 0.6145 | 1.2556 | 1.1205 |
119
+ | No log | 1.7 | 136 | 0.9171 | 0.6835 | 0.9171 | 0.9576 |
120
+ | No log | 1.725 | 138 | 0.7882 | 0.7237 | 0.7882 | 0.8878 |
121
+ | No log | 1.75 | 140 | 0.7456 | 0.7712 | 0.7456 | 0.8635 |
122
+ | No log | 1.775 | 142 | 0.7000 | 0.7712 | 0.7000 | 0.8367 |
123
+ | No log | 1.8 | 144 | 0.6810 | 0.7871 | 0.6810 | 0.8252 |
124
+ | No log | 1.825 | 146 | 0.6610 | 0.7898 | 0.6610 | 0.8130 |
125
+ | No log | 1.85 | 148 | 0.6723 | 0.8121 | 0.6723 | 0.8199 |
126
+ | No log | 1.875 | 150 | 0.6658 | 0.7898 | 0.6658 | 0.8159 |
127
+ | No log | 1.9 | 152 | 0.7711 | 0.6933 | 0.7711 | 0.8781 |
128
+ | No log | 1.925 | 154 | 1.0443 | 0.5556 | 1.0443 | 1.0219 |
129
+ | No log | 1.95 | 156 | 1.0527 | 0.5556 | 1.0527 | 1.0260 |
130
+ | No log | 1.975 | 158 | 0.8372 | 0.6853 | 0.8372 | 0.9150 |
131
+ | No log | 2.0 | 160 | 0.8034 | 0.7248 | 0.8034 | 0.8963 |
132
+ | No log | 2.025 | 162 | 0.9878 | 0.6364 | 0.9878 | 0.9939 |
133
+ | No log | 2.05 | 164 | 0.9834 | 0.6410 | 0.9834 | 0.9916 |
134
+ | No log | 2.075 | 166 | 0.8695 | 0.6759 | 0.8695 | 0.9324 |
135
+ | No log | 2.1 | 168 | 0.8082 | 0.7123 | 0.8082 | 0.8990 |
136
+ | No log | 2.125 | 170 | 0.8071 | 0.7114 | 0.8071 | 0.8984 |
137
+ | No log | 2.15 | 172 | 0.9461 | 0.7160 | 0.9461 | 0.9727 |
138
+ | No log | 2.175 | 174 | 1.3464 | 0.5665 | 1.3464 | 1.1604 |
139
+ | No log | 2.2 | 176 | 1.6261 | 0.5424 | 1.6261 | 1.2752 |
140
+ | No log | 2.225 | 178 | 1.2834 | 0.5862 | 1.2834 | 1.1329 |
141
+ | No log | 2.25 | 180 | 0.8094 | 0.7394 | 0.8094 | 0.8997 |
142
+ | No log | 2.275 | 182 | 0.6705 | 0.7692 | 0.6705 | 0.8189 |
143
+ | No log | 2.3 | 184 | 0.6274 | 0.7898 | 0.6274 | 0.7921 |
144
+ | No log | 2.325 | 186 | 0.6340 | 0.8 | 0.6340 | 0.7962 |
145
+ | No log | 2.35 | 188 | 0.7165 | 0.7556 | 0.7165 | 0.8465 |
146
+ | No log | 2.375 | 190 | 0.9934 | 0.7403 | 0.9934 | 0.9967 |
147
+ | No log | 2.4 | 192 | 1.1444 | 0.7 | 1.1444 | 1.0698 |
148
+ | No log | 2.425 | 194 | 1.3219 | 0.6328 | 1.3219 | 1.1498 |
149
+ | No log | 2.45 | 196 | 1.1478 | 0.6667 | 1.1478 | 1.0714 |
150
+ | No log | 2.475 | 198 | 1.0438 | 0.6782 | 1.0438 | 1.0216 |
151
+ | No log | 2.5 | 200 | 0.9596 | 0.6860 | 0.9596 | 0.9796 |
152
+ | No log | 2.525 | 202 | 1.0474 | 0.6893 | 1.0474 | 1.0234 |
153
+ | No log | 2.55 | 204 | 0.9735 | 0.7079 | 0.9735 | 0.9867 |
154
+ | No log | 2.575 | 206 | 0.9034 | 0.7151 | 0.9034 | 0.9505 |
155
+ | No log | 2.6 | 208 | 0.7757 | 0.7711 | 0.7757 | 0.8807 |
156
+ | No log | 2.625 | 210 | 0.6876 | 0.7517 | 0.6876 | 0.8292 |
157
+ | No log | 2.65 | 212 | 0.6889 | 0.7448 | 0.6889 | 0.8300 |
158
+ | No log | 2.675 | 214 | 0.7218 | 0.7517 | 0.7218 | 0.8496 |
159
+ | No log | 2.7 | 216 | 0.9010 | 0.6842 | 0.9010 | 0.9492 |
160
+ | No log | 2.725 | 218 | 0.9240 | 0.7117 | 0.9240 | 0.9613 |
161
+ | No log | 2.75 | 220 | 0.8583 | 0.7456 | 0.8583 | 0.9264 |
162
+ | No log | 2.775 | 222 | 0.9165 | 0.7065 | 0.9165 | 0.9574 |
163
+ | No log | 2.8 | 224 | 1.1170 | 0.6771 | 1.1170 | 1.0569 |
164
+ | No log | 2.825 | 226 | 1.1437 | 0.6597 | 1.1437 | 1.0695 |
165
+ | No log | 2.85 | 228 | 0.8195 | 0.7442 | 0.8195 | 0.9053 |
166
+ | No log | 2.875 | 230 | 0.6890 | 0.7927 | 0.6890 | 0.8300 |
167
+ | No log | 2.9 | 232 | 0.6602 | 0.7771 | 0.6602 | 0.8126 |
168
+ | No log | 2.925 | 234 | 0.7190 | 0.7643 | 0.7190 | 0.8479 |
169
+ | No log | 2.95 | 236 | 0.7409 | 0.7417 | 0.7409 | 0.8607 |
170
+ | No log | 2.975 | 238 | 0.7381 | 0.7383 | 0.7381 | 0.8591 |
171
+ | No log | 3.0 | 240 | 0.7218 | 0.7347 | 0.7218 | 0.8496 |
172
+ | No log | 3.025 | 242 | 0.7856 | 0.7042 | 0.7856 | 0.8863 |
173
+ | No log | 3.05 | 244 | 0.9087 | 0.6331 | 0.9087 | 0.9532 |
174
+ | No log | 3.075 | 246 | 0.7692 | 0.7 | 0.7692 | 0.8770 |
175
+ | No log | 3.1 | 248 | 0.7711 | 0.6716 | 0.7711 | 0.8781 |
176
+ | No log | 3.125 | 250 | 0.8285 | 0.6714 | 0.8285 | 0.9102 |
177
+ | No log | 3.15 | 252 | 0.8289 | 0.6713 | 0.8289 | 0.9105 |
178
+ | No log | 3.175 | 254 | 0.7741 | 0.7483 | 0.7741 | 0.8798 |
179
+ | No log | 3.2 | 256 | 0.7541 | 0.7821 | 0.7541 | 0.8684 |
180
+ | No log | 3.225 | 258 | 0.7470 | 0.7821 | 0.7470 | 0.8643 |
181
+ | No log | 3.25 | 260 | 0.7269 | 0.8025 | 0.7269 | 0.8526 |
182
+ | No log | 3.275 | 262 | 0.7115 | 0.7875 | 0.7115 | 0.8435 |
183
+ | No log | 3.3 | 264 | 0.6641 | 0.7733 | 0.6641 | 0.8149 |
184
+ | No log | 3.325 | 266 | 0.6844 | 0.7517 | 0.6844 | 0.8273 |
185
+ | No log | 3.35 | 268 | 0.7144 | 0.7771 | 0.7144 | 0.8452 |
186
+ | No log | 3.375 | 270 | 0.8375 | 0.7468 | 0.8375 | 0.9152 |
187
+ | No log | 3.4 | 272 | 1.0564 | 0.5696 | 1.0564 | 1.0278 |
188
+ | No log | 3.425 | 274 | 1.1741 | 0.5912 | 1.1741 | 1.0836 |
189
+ | No log | 3.45 | 276 | 1.0570 | 0.5419 | 1.0570 | 1.0281 |
190
+ | No log | 3.475 | 278 | 0.8242 | 0.7261 | 0.8242 | 0.9079 |
191
+ | No log | 3.5 | 280 | 0.7131 | 0.7671 | 0.7131 | 0.8445 |
192
+ | No log | 3.525 | 282 | 0.8135 | 0.6853 | 0.8135 | 0.9019 |
193
+ | No log | 3.55 | 284 | 0.8371 | 0.6713 | 0.8371 | 0.9150 |
194
+ | No log | 3.575 | 286 | 0.7933 | 0.7483 | 0.7933 | 0.8907 |
195
+ | No log | 3.6 | 288 | 0.8037 | 0.7516 | 0.8037 | 0.8965 |
196
+ | No log | 3.625 | 290 | 0.8887 | 0.6918 | 0.8887 | 0.9427 |
197
+ | No log | 3.65 | 292 | 0.8919 | 0.6988 | 0.8919 | 0.9444 |
198
+ | No log | 3.675 | 294 | 0.8433 | 0.7305 | 0.8433 | 0.9183 |
199
+ | No log | 3.7 | 296 | 0.7741 | 0.7545 | 0.7741 | 0.8798 |
200
+ | No log | 3.725 | 298 | 0.7518 | 0.7901 | 0.7518 | 0.8671 |
201
+ | No log | 3.75 | 300 | 0.7664 | 0.7826 | 0.7664 | 0.8754 |
202
+ | No log | 3.775 | 302 | 0.8133 | 0.7362 | 0.8133 | 0.9018 |
203
+ | No log | 3.8 | 304 | 1.0186 | 0.6705 | 1.0186 | 1.0093 |
204
+ | No log | 3.825 | 306 | 1.3485 | 0.6364 | 1.3485 | 1.1612 |
205
+ | No log | 3.85 | 308 | 1.3265 | 0.6354 | 1.3265 | 1.1517 |
206
+ | No log | 3.875 | 310 | 1.2561 | 0.6383 | 1.2561 | 1.1208 |
207
+ | No log | 3.9 | 312 | 1.0493 | 0.6593 | 1.0493 | 1.0244 |
208
+ | No log | 3.925 | 314 | 0.8931 | 0.7079 | 0.8931 | 0.9450 |
209
+ | No log | 3.95 | 316 | 0.8629 | 0.7108 | 0.8629 | 0.9289 |
210
+ | No log | 3.975 | 318 | 0.7999 | 0.7205 | 0.7999 | 0.8944 |
211
+ | No log | 4.0 | 320 | 0.7421 | 0.7547 | 0.7421 | 0.8614 |
212
+ | No log | 4.025 | 322 | 0.7274 | 0.7848 | 0.7274 | 0.8529 |
213
+ | No log | 4.05 | 324 | 0.7527 | 0.76 | 0.7527 | 0.8676 |
214
+ | No log | 4.075 | 326 | 0.7979 | 0.7310 | 0.7979 | 0.8932 |
215
+ | No log | 4.1 | 328 | 0.8259 | 0.7234 | 0.8259 | 0.9088 |
216
+ | No log | 4.125 | 330 | 0.8037 | 0.7273 | 0.8037 | 0.8965 |
217
+ | No log | 4.15 | 332 | 0.7864 | 0.6803 | 0.7864 | 0.8868 |
218
+ | No log | 4.175 | 334 | 0.7999 | 0.7179 | 0.7999 | 0.8944 |
219
+ | No log | 4.2 | 336 | 0.8315 | 0.7051 | 0.8315 | 0.9119 |
220
+ | No log | 4.225 | 338 | 0.8080 | 0.6846 | 0.8080 | 0.8989 |
221
+ | No log | 4.25 | 340 | 0.7879 | 0.7285 | 0.7879 | 0.8876 |
222
+ | No log | 4.275 | 342 | 0.8009 | 0.6933 | 0.8009 | 0.8950 |
223
+ | No log | 4.3 | 344 | 0.8137 | 0.6974 | 0.8137 | 0.9021 |
224
+ | No log | 4.325 | 346 | 0.8113 | 0.7089 | 0.8113 | 0.9007 |
225
+ | No log | 4.35 | 348 | 0.7506 | 0.7636 | 0.7506 | 0.8664 |
226
+ | No log | 4.375 | 350 | 0.7092 | 0.7976 | 0.7092 | 0.8421 |
227
+ | No log | 4.4 | 352 | 0.6805 | 0.8047 | 0.6805 | 0.8249 |
228
+ | No log | 4.425 | 354 | 0.6784 | 0.8121 | 0.6784 | 0.8237 |
229
+ | No log | 4.45 | 356 | 0.7618 | 0.7925 | 0.7618 | 0.8728 |
230
+ | No log | 4.475 | 358 | 0.7463 | 0.7763 | 0.7463 | 0.8639 |
231
+ | No log | 4.5 | 360 | 0.7026 | 0.7771 | 0.7026 | 0.8382 |
232
+ | No log | 4.525 | 362 | 0.7335 | 0.7636 | 0.7335 | 0.8564 |
233
+ | No log | 4.55 | 364 | 0.8769 | 0.6829 | 0.8769 | 0.9364 |
234
+ | No log | 4.575 | 366 | 0.9505 | 0.6909 | 0.9505 | 0.9749 |
235
+ | No log | 4.6 | 368 | 0.8804 | 0.7381 | 0.8804 | 0.9383 |
236
+ | No log | 4.625 | 370 | 0.7880 | 0.7456 | 0.7880 | 0.8877 |
237
+ | No log | 4.65 | 372 | 0.8318 | 0.7456 | 0.8318 | 0.9120 |
238
+ | No log | 4.675 | 374 | 0.7126 | 0.7647 | 0.7126 | 0.8441 |
239
+ | No log | 4.7 | 376 | 0.6198 | 0.7976 | 0.6198 | 0.7873 |
240
+ | No log | 4.725 | 378 | 0.5848 | 0.8070 | 0.5848 | 0.7647 |
241
+ | No log | 4.75 | 380 | 0.5745 | 0.7904 | 0.5745 | 0.7580 |
242
+ | No log | 4.775 | 382 | 0.6156 | 0.8193 | 0.6156 | 0.7846 |
243
+ | No log | 4.8 | 384 | 0.7368 | 0.7239 | 0.7368 | 0.8583 |
244
+ | No log | 4.825 | 386 | 0.9072 | 0.6928 | 0.9072 | 0.9525 |
245
+ | No log | 4.85 | 388 | 1.0326 | 0.6111 | 1.0326 | 1.0162 |
246
+ | No log | 4.875 | 390 | 1.0881 | 0.5816 | 1.0881 | 1.0431 |
247
+ | No log | 4.9 | 392 | 0.9761 | 0.6277 | 0.9761 | 0.9880 |
248
+ | No log | 4.925 | 394 | 0.8115 | 0.6806 | 0.8115 | 0.9008 |
249
+ | No log | 4.95 | 396 | 0.6928 | 0.7484 | 0.6928 | 0.8323 |
250
+ | No log | 4.975 | 398 | 0.8240 | 0.7195 | 0.8240 | 0.9078 |
251
+ | No log | 5.0 | 400 | 1.1796 | 0.6207 | 1.1796 | 1.0861 |
252
+ | No log | 5.025 | 402 | 1.2661 | 0.6127 | 1.2661 | 1.1252 |
253
+ | No log | 5.05 | 404 | 1.0918 | 0.6061 | 1.0918 | 1.0449 |
254
+ | No log | 5.075 | 406 | 0.8964 | 0.7030 | 0.8964 | 0.9468 |
255
+ | No log | 5.1 | 408 | 0.8476 | 0.7305 | 0.8476 | 0.9206 |
256
+ | No log | 5.125 | 410 | 0.8243 | 0.7108 | 0.8243 | 0.9079 |
257
+ | No log | 5.15 | 412 | 0.9149 | 0.7135 | 0.9149 | 0.9565 |
258
+ | No log | 5.175 | 414 | 1.0319 | 0.6740 | 1.0319 | 1.0158 |
259
+ | No log | 5.2 | 416 | 1.0948 | 0.6778 | 1.0948 | 1.0463 |
260
+ | No log | 5.225 | 418 | 1.0669 | 0.6514 | 1.0669 | 1.0329 |
261
+ | No log | 5.25 | 420 | 0.9466 | 0.6667 | 0.9466 | 0.9730 |
262
+ | No log | 5.275 | 422 | 0.9342 | 0.6709 | 0.9342 | 0.9666 |
263
+ | No log | 5.3 | 424 | 0.8961 | 0.6923 | 0.8961 | 0.9466 |
264
+ | No log | 5.325 | 426 | 0.8742 | 0.6849 | 0.8742 | 0.9350 |
265
+ | No log | 5.35 | 428 | 0.9007 | 0.6711 | 0.9007 | 0.9491 |
266
+ | No log | 5.375 | 430 | 0.9548 | 0.6497 | 0.9548 | 0.9771 |
267
+ | No log | 5.4 | 432 | 0.9381 | 0.6832 | 0.9381 | 0.9686 |
268
+ | No log | 5.425 | 434 | 0.9759 | 0.6667 | 0.9759 | 0.9879 |
269
+ | No log | 5.45 | 436 | 1.0322 | 0.6424 | 1.0322 | 1.0160 |
270
+ | No log | 5.475 | 438 | 1.0790 | 0.6429 | 1.0790 | 1.0387 |
271
+ | No log | 5.5 | 440 | 1.1373 | 0.6108 | 1.1373 | 1.0664 |
272
+ | No log | 5.525 | 442 | 1.2857 | 0.5629 | 1.2857 | 1.1339 |
273
+ | No log | 5.55 | 444 | 1.1527 | 0.6061 | 1.1527 | 1.0737 |
274
+ | No log | 5.575 | 446 | 0.8716 | 0.6624 | 0.8716 | 0.9336 |
275
+ | No log | 5.6 | 448 | 0.7479 | 0.7308 | 0.7479 | 0.8648 |
276
+ | No log | 5.625 | 450 | 0.6736 | 0.7417 | 0.6736 | 0.8207 |
277
+ | No log | 5.65 | 452 | 0.6893 | 0.7451 | 0.6893 | 0.8302 |
278
+ | No log | 5.675 | 454 | 0.6514 | 0.7532 | 0.6514 | 0.8071 |
279
+ | No log | 5.7 | 456 | 0.6465 | 0.7682 | 0.6465 | 0.8041 |
280
+ | No log | 5.725 | 458 | 0.6490 | 0.7619 | 0.6490 | 0.8056 |
281
+ | No log | 5.75 | 460 | 0.6911 | 0.7534 | 0.6911 | 0.8313 |
282
+ | No log | 5.775 | 462 | 0.7423 | 0.7376 | 0.7423 | 0.8616 |
283
+ | No log | 5.8 | 464 | 0.7820 | 0.7153 | 0.7820 | 0.8843 |
284
+ | No log | 5.825 | 466 | 0.8067 | 0.6765 | 0.8067 | 0.8982 |
285
+ | No log | 5.85 | 468 | 0.9219 | 0.5793 | 0.9219 | 0.9602 |
286
+ | No log | 5.875 | 470 | 1.0432 | 0.6013 | 1.0432 | 1.0213 |
287
+ | No log | 5.9 | 472 | 0.9515 | 0.6282 | 0.9515 | 0.9755 |
288
+ | No log | 5.925 | 474 | 0.8187 | 0.7407 | 0.8187 | 0.9048 |
289
+ | No log | 5.95 | 476 | 0.7097 | 0.7831 | 0.7097 | 0.8424 |
290
+ | No log | 5.975 | 478 | 0.7357 | 0.7758 | 0.7357 | 0.8577 |
291
+ | No log | 6.0 | 480 | 0.7609 | 0.7485 | 0.7609 | 0.8723 |
292
+ | No log | 6.025 | 482 | 0.8299 | 0.7561 | 0.8299 | 0.9110 |
293
+ | No log | 6.05 | 484 | 0.8166 | 0.7665 | 0.8166 | 0.9037 |
294
+ | No log | 6.075 | 486 | 0.7946 | 0.7665 | 0.7946 | 0.8914 |
295
+ | No log | 6.1 | 488 | 0.7933 | 0.7665 | 0.7933 | 0.8907 |
296
+ | No log | 6.125 | 490 | 0.7188 | 0.8025 | 0.7188 | 0.8478 |
297
+ | No log | 6.15 | 492 | 0.6495 | 0.7895 | 0.6495 | 0.8059 |
298
+ | No log | 6.175 | 494 | 0.6818 | 0.7671 | 0.6818 | 0.8257 |
299
+ | No log | 6.2 | 496 | 0.7152 | 0.7092 | 0.7152 | 0.8457 |
300
+ | No log | 6.225 | 498 | 0.6978 | 0.7429 | 0.6978 | 0.8353 |
301
+ | 0.4143 | 6.25 | 500 | 0.6833 | 0.7586 | 0.6833 | 0.8266 |
302
+ | 0.4143 | 6.275 | 502 | 0.6856 | 0.7703 | 0.6856 | 0.8280 |
303
+ | 0.4143 | 6.3 | 504 | 0.6728 | 0.7703 | 0.6728 | 0.8202 |
304
+ | 0.4143 | 6.325 | 506 | 0.6952 | 0.7429 | 0.6952 | 0.8338 |
305
+ | 0.4143 | 6.35 | 508 | 0.7066 | 0.7552 | 0.7066 | 0.8406 |
306
+ | 0.4143 | 6.375 | 510 | 0.7161 | 0.7785 | 0.7161 | 0.8462 |
307
+ | 0.4143 | 6.4 | 512 | 0.7279 | 0.7821 | 0.7279 | 0.8532 |
308
+ | 0.4143 | 6.425 | 514 | 0.7779 | 0.7643 | 0.7779 | 0.8820 |
309
+ | 0.4143 | 6.45 | 516 | 0.8811 | 0.7051 | 0.8811 | 0.9387 |
310
+ | 0.4143 | 6.475 | 518 | 0.9230 | 0.6795 | 0.9230 | 0.9607 |
311
+ | 0.4143 | 6.5 | 520 | 0.9451 | 0.6795 | 0.9451 | 0.9722 |
312
+ | 0.4143 | 6.525 | 522 | 0.8644 | 0.6752 | 0.8644 | 0.9298 |
313
+ | 0.4143 | 6.55 | 524 | 0.8347 | 0.725 | 0.8347 | 0.9136 |
314
 
315
 
316
  ### Framework versions