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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k19_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k18_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k18_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: 0.9071
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- - Qwk: 0.6711
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- - Mse: 0.9071
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- - Rmse: 0.9524
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  ## Model description
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@@ -49,353 +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 | 0.0148 | 2 | 7.2094 | 0.0 | 7.2094 | 2.6850 |
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- | No log | 0.0296 | 4 | 4.4999 | 0.0317 | 4.4999 | 2.1213 |
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- | No log | 0.0444 | 6 | 3.0911 | 0.0702 | 3.0911 | 1.7581 |
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- | No log | 0.0593 | 8 | 2.0861 | 0.2154 | 2.0861 | 1.4443 |
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- | No log | 0.0741 | 10 | 1.6485 | 0.1905 | 1.6485 | 1.2839 |
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- | No log | 0.0889 | 12 | 1.5300 | 0.1165 | 1.5300 | 1.2369 |
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- | No log | 0.1037 | 14 | 1.5615 | 0.3036 | 1.5615 | 1.2496 |
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- | No log | 0.1185 | 16 | 1.8795 | 0.0943 | 1.8795 | 1.3709 |
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- | No log | 0.1333 | 18 | 2.0483 | 0.0367 | 2.0483 | 1.4312 |
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- | No log | 0.1481 | 20 | 1.9804 | 0.0885 | 1.9804 | 1.4073 |
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- | No log | 0.1630 | 22 | 1.6360 | 0.1905 | 1.6360 | 1.2791 |
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- | No log | 0.1778 | 24 | 1.4786 | 0.2593 | 1.4786 | 1.2160 |
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- | No log | 0.1926 | 26 | 1.3512 | 0.3273 | 1.3512 | 1.1624 |
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- | No log | 0.2074 | 28 | 1.2347 | 0.3091 | 1.2347 | 1.1112 |
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- | No log | 0.2222 | 30 | 1.2483 | 0.3894 | 1.2483 | 1.1173 |
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- | No log | 0.2370 | 32 | 1.2839 | 0.4628 | 1.2839 | 1.1331 |
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- | No log | 0.2519 | 34 | 1.4541 | 0.3710 | 1.4541 | 1.2058 |
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- | No log | 0.2667 | 36 | 1.2385 | 0.5161 | 1.2385 | 1.1129 |
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- | No log | 0.2815 | 38 | 1.1288 | 0.4921 | 1.1288 | 1.0624 |
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- | No log | 0.2963 | 40 | 1.2642 | 0.5 | 1.2642 | 1.1244 |
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- | No log | 0.3111 | 42 | 1.1511 | 0.4677 | 1.1511 | 1.0729 |
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- | No log | 0.3259 | 44 | 1.6397 | 0.2879 | 1.6397 | 1.2805 |
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- | No log | 0.3407 | 46 | 2.2597 | 0.2703 | 2.2597 | 1.5032 |
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- | No log | 0.3556 | 48 | 1.9599 | 0.3286 | 1.9599 | 1.4000 |
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- | No log | 0.3704 | 50 | 1.2978 | 0.5077 | 1.2978 | 1.1392 |
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- | No log | 0.3852 | 52 | 1.1541 | 0.5082 | 1.1541 | 1.0743 |
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- | No log | 0.4 | 54 | 1.2172 | 0.5 | 1.2172 | 1.1033 |
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- | No log | 0.4148 | 56 | 1.1111 | 0.5692 | 1.1111 | 1.0541 |
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- | No log | 0.4296 | 58 | 0.9940 | 0.6 | 0.9940 | 0.9970 |
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- | No log | 0.4444 | 60 | 1.0997 | 0.6260 | 1.0997 | 1.0487 |
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- | No log | 0.4593 | 62 | 0.9688 | 0.6519 | 0.9688 | 0.9843 |
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- | No log | 0.4741 | 64 | 0.7771 | 0.7075 | 0.7771 | 0.8815 |
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- | No log | 0.4889 | 66 | 0.8605 | 0.6713 | 0.8605 | 0.9276 |
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- | No log | 0.5037 | 68 | 1.0001 | 0.6338 | 1.0001 | 1.0000 |
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- | No log | 0.5185 | 70 | 0.9324 | 0.5865 | 0.9324 | 0.9656 |
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- | No log | 0.5333 | 72 | 0.7580 | 0.7114 | 0.7580 | 0.8706 |
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- | No log | 0.5481 | 74 | 0.8020 | 0.7421 | 0.8020 | 0.8956 |
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- | No log | 0.5630 | 76 | 0.9190 | 0.7174 | 0.9190 | 0.9586 |
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- | No log | 0.5778 | 78 | 0.8297 | 0.7528 | 0.8297 | 0.9109 |
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- | No log | 0.5926 | 80 | 0.6835 | 0.7485 | 0.6835 | 0.8267 |
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- | No log | 0.6074 | 82 | 0.9638 | 0.7119 | 0.9638 | 0.9817 |
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- | No log | 0.6222 | 84 | 1.4393 | 0.5682 | 1.4393 | 1.1997 |
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- | No log | 0.6370 | 86 | 1.3695 | 0.5542 | 1.3695 | 1.1702 |
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- | No log | 0.6519 | 88 | 1.0242 | 0.6788 | 1.0242 | 1.0120 |
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- | No log | 0.6667 | 90 | 0.8098 | 0.6803 | 0.8098 | 0.8999 |
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- | No log | 0.6815 | 92 | 0.8027 | 0.6479 | 0.8027 | 0.8959 |
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- | No log | 0.6963 | 94 | 0.7648 | 0.6525 | 0.7648 | 0.8745 |
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- | No log | 0.7111 | 96 | 0.7192 | 0.7206 | 0.7192 | 0.8480 |
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- | No log | 0.7259 | 98 | 0.7919 | 0.6892 | 0.7919 | 0.8899 |
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- | No log | 0.7407 | 100 | 0.8892 | 0.6974 | 0.8892 | 0.9430 |
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- | No log | 0.7556 | 102 | 1.0115 | 0.7160 | 1.0115 | 1.0057 |
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- | No log | 0.7704 | 104 | 0.9600 | 0.7089 | 0.9600 | 0.9798 |
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- | No log | 0.7852 | 106 | 0.7631 | 0.7013 | 0.7631 | 0.8736 |
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- | No log | 0.8 | 108 | 0.8149 | 0.6803 | 0.8149 | 0.9027 |
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- | No log | 0.8148 | 110 | 0.9861 | 0.6626 | 0.9861 | 0.9930 |
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- | No log | 0.8296 | 112 | 0.9715 | 0.6711 | 0.9715 | 0.9856 |
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- | No log | 0.8444 | 114 | 0.8875 | 0.6803 | 0.8875 | 0.9421 |
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- | No log | 0.8593 | 116 | 0.8303 | 0.6812 | 0.8303 | 0.9112 |
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- | No log | 0.8741 | 118 | 0.8089 | 0.6567 | 0.8089 | 0.8994 |
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- | No log | 0.8889 | 120 | 0.7725 | 0.6667 | 0.7725 | 0.8789 |
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- | No log | 0.9037 | 122 | 0.7533 | 0.6906 | 0.7533 | 0.8680 |
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- | No log | 0.9185 | 124 | 0.7312 | 0.7413 | 0.7312 | 0.8551 |
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- | No log | 0.9333 | 126 | 0.7135 | 0.7724 | 0.7135 | 0.8447 |
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- | No log | 0.9481 | 128 | 0.7318 | 0.7310 | 0.7318 | 0.8555 |
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- | No log | 0.9630 | 130 | 0.7811 | 0.7105 | 0.7811 | 0.8838 |
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- | No log | 0.9778 | 132 | 0.8369 | 0.6933 | 0.8369 | 0.9148 |
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- | No log | 0.9926 | 134 | 0.8859 | 0.6755 | 0.8859 | 0.9412 |
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- | No log | 1.0074 | 136 | 0.9810 | 0.6490 | 0.9810 | 0.9905 |
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- | No log | 1.0222 | 138 | 0.8886 | 0.6667 | 0.8886 | 0.9426 |
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- | No log | 1.0370 | 140 | 0.8412 | 0.6438 | 0.8412 | 0.9172 |
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- | No log | 1.0519 | 142 | 0.8018 | 0.6577 | 0.8018 | 0.8954 |
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- | No log | 1.0667 | 144 | 0.8305 | 0.6883 | 0.8305 | 0.9113 |
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- | No log | 1.0815 | 146 | 1.0035 | 0.6795 | 1.0035 | 1.0017 |
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- | No log | 1.0963 | 148 | 1.0503 | 0.6184 | 1.0503 | 1.0249 |
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- | No log | 1.1111 | 150 | 0.8970 | 0.6918 | 0.8970 | 0.9471 |
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- | No log | 1.1259 | 152 | 0.6259 | 0.7590 | 0.6259 | 0.7912 |
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- | No log | 1.1407 | 154 | 0.5795 | 0.7882 | 0.5795 | 0.7613 |
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- | No log | 1.1556 | 156 | 0.6064 | 0.8333 | 0.6064 | 0.7787 |
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- | No log | 1.1704 | 158 | 0.5856 | 0.7853 | 0.5856 | 0.7653 |
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- | No log | 1.1852 | 160 | 0.6471 | 0.7143 | 0.6471 | 0.8044 |
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- | No log | 1.2 | 162 | 0.7533 | 0.6800 | 0.7533 | 0.8679 |
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- | No log | 1.2148 | 164 | 0.6733 | 0.7453 | 0.6733 | 0.8206 |
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- | No log | 1.2296 | 166 | 0.6718 | 0.7683 | 0.6718 | 0.8196 |
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- | No log | 1.2444 | 168 | 0.6916 | 0.7590 | 0.6916 | 0.8316 |
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- | No log | 1.2593 | 170 | 0.7289 | 0.7485 | 0.7289 | 0.8538 |
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- | No log | 1.2741 | 172 | 0.6647 | 0.7730 | 0.6647 | 0.8153 |
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- | No log | 1.2889 | 174 | 0.7121 | 0.7239 | 0.7121 | 0.8438 |
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- | No log | 1.3037 | 176 | 0.7032 | 0.7081 | 0.7032 | 0.8386 |
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- | No log | 1.3185 | 178 | 0.6424 | 0.7211 | 0.6424 | 0.8015 |
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- | No log | 1.3333 | 180 | 0.6460 | 0.7075 | 0.6460 | 0.8037 |
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- | No log | 1.3481 | 182 | 0.5884 | 0.7821 | 0.5884 | 0.7671 |
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- | No log | 1.3630 | 184 | 0.5330 | 0.8129 | 0.5330 | 0.7300 |
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- | No log | 1.3778 | 186 | 0.5168 | 0.8284 | 0.5168 | 0.7189 |
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- | No log | 1.3926 | 188 | 0.5245 | 0.8284 | 0.5245 | 0.7242 |
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- | No log | 1.4074 | 190 | 0.5945 | 0.8111 | 0.5945 | 0.7710 |
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- | No log | 1.4222 | 192 | 0.7519 | 0.7725 | 0.7519 | 0.8671 |
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- | No log | 1.4370 | 194 | 0.7935 | 0.7381 | 0.7935 | 0.8908 |
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- | No log | 1.4519 | 196 | 0.7201 | 0.7134 | 0.7201 | 0.8486 |
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- | No log | 1.4667 | 198 | 0.7476 | 0.6849 | 0.7476 | 0.8646 |
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- | No log | 1.4815 | 200 | 0.8062 | 0.6383 | 0.8062 | 0.8979 |
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- | No log | 1.4963 | 202 | 0.8911 | 0.6294 | 0.8911 | 0.9440 |
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- | No log | 1.5111 | 204 | 1.0070 | 0.6164 | 1.0070 | 1.0035 |
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- | No log | 1.5259 | 206 | 0.9685 | 0.6309 | 0.9685 | 0.9841 |
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- | No log | 1.5407 | 208 | 0.8034 | 0.6711 | 0.8034 | 0.8963 |
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- | No log | 1.5556 | 210 | 0.7393 | 0.7092 | 0.7393 | 0.8598 |
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- | No log | 1.5704 | 212 | 0.6903 | 0.7586 | 0.6903 | 0.8308 |
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- | No log | 1.5852 | 214 | 0.5954 | 0.7785 | 0.5954 | 0.7716 |
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- | No log | 1.6 | 216 | 0.5340 | 0.8129 | 0.5340 | 0.7307 |
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- | No log | 1.6148 | 218 | 0.5408 | 0.8129 | 0.5408 | 0.7354 |
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- | No log | 1.6296 | 220 | 0.5837 | 0.7763 | 0.5837 | 0.7640 |
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- | No log | 1.6444 | 222 | 0.5659 | 0.7763 | 0.5659 | 0.7523 |
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- | No log | 1.6593 | 224 | 0.5774 | 0.7763 | 0.5774 | 0.7599 |
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- | No log | 1.6741 | 226 | 0.5762 | 0.7947 | 0.5762 | 0.7591 |
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- | No log | 1.6889 | 228 | 0.5873 | 0.8026 | 0.5873 | 0.7663 |
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- | No log | 1.7037 | 230 | 0.6041 | 0.8079 | 0.6041 | 0.7772 |
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- | No log | 1.7185 | 232 | 0.6038 | 0.7974 | 0.6038 | 0.7770 |
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- | No log | 1.7333 | 234 | 0.6806 | 0.7248 | 0.6806 | 0.8250 |
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- | No log | 1.7481 | 236 | 0.8632 | 0.6839 | 0.8632 | 0.9291 |
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- | No log | 1.7630 | 238 | 0.9172 | 0.6792 | 0.9172 | 0.9577 |
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- | No log | 1.7778 | 240 | 0.7551 | 0.6923 | 0.7551 | 0.8690 |
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- | No log | 1.7926 | 242 | 0.6474 | 0.7703 | 0.6474 | 0.8046 |
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- | No log | 1.8074 | 244 | 0.6889 | 0.7639 | 0.6889 | 0.8300 |
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- | No log | 1.8222 | 246 | 0.7176 | 0.7324 | 0.7176 | 0.8471 |
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- | No log | 1.8370 | 248 | 0.7013 | 0.6928 | 0.7013 | 0.8374 |
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- | No log | 1.8519 | 250 | 0.6184 | 0.7439 | 0.6184 | 0.7864 |
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- | No log | 1.8667 | 252 | 0.5728 | 0.775 | 0.5728 | 0.7568 |
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- | No log | 1.8815 | 254 | 0.5691 | 0.7898 | 0.5691 | 0.7544 |
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- | No log | 1.8963 | 256 | 0.6011 | 0.8235 | 0.6011 | 0.7753 |
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- | No log | 1.9111 | 258 | 0.6651 | 0.7397 | 0.6651 | 0.8155 |
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- | No log | 1.9259 | 260 | 0.7263 | 0.7101 | 0.7263 | 0.8523 |
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- | No log | 1.9407 | 262 | 0.8264 | 0.6906 | 0.8264 | 0.9091 |
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- | No log | 1.9556 | 264 | 0.8511 | 0.6383 | 0.8511 | 0.9226 |
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- | No log | 1.9704 | 266 | 0.7842 | 0.6620 | 0.7842 | 0.8856 |
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- | No log | 1.9852 | 268 | 0.7072 | 0.7432 | 0.7072 | 0.8410 |
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- | No log | 2.0 | 270 | 0.7428 | 0.7483 | 0.7428 | 0.8619 |
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- | No log | 2.0148 | 272 | 0.7069 | 0.7397 | 0.7069 | 0.8407 |
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- | No log | 2.0296 | 274 | 0.7200 | 0.7234 | 0.7200 | 0.8485 |
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- | No log | 2.0444 | 276 | 0.7869 | 0.6714 | 0.7869 | 0.8870 |
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- | No log | 2.0593 | 278 | 0.8697 | 0.6429 | 0.8697 | 0.9326 |
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- | No log | 2.0741 | 280 | 0.8388 | 0.6621 | 0.8388 | 0.9159 |
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- | No log | 2.0889 | 282 | 0.7600 | 0.7 | 0.7600 | 0.8718 |
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- | No log | 2.1037 | 284 | 0.7472 | 0.7 | 0.7472 | 0.8644 |
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- | No log | 2.1185 | 286 | 0.6706 | 0.75 | 0.6706 | 0.8189 |
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- | No log | 2.1333 | 288 | 0.5817 | 0.7785 | 0.5817 | 0.7627 |
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- | No log | 2.1481 | 290 | 0.5932 | 0.7843 | 0.5932 | 0.7702 |
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- | No log | 2.1630 | 292 | 0.7632 | 0.7407 | 0.7632 | 0.8736 |
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- | No log | 2.1778 | 294 | 0.7612 | 0.7578 | 0.7612 | 0.8724 |
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- | No log | 2.1926 | 296 | 0.6201 | 0.7397 | 0.6201 | 0.7875 |
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- | No log | 2.2074 | 298 | 0.5673 | 0.7838 | 0.5673 | 0.7532 |
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- | No log | 2.2222 | 300 | 0.5956 | 0.7917 | 0.5956 | 0.7717 |
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- | No log | 2.2370 | 302 | 0.6210 | 0.7606 | 0.6210 | 0.7881 |
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- | No log | 2.2519 | 304 | 0.7117 | 0.7183 | 0.7117 | 0.8436 |
204
- | No log | 2.2667 | 306 | 0.9280 | 0.6707 | 0.9280 | 0.9633 |
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- | No log | 2.2815 | 308 | 0.9269 | 0.6744 | 0.9269 | 0.9627 |
206
- | No log | 2.2963 | 310 | 0.7184 | 0.7134 | 0.7184 | 0.8476 |
207
- | No log | 2.3111 | 312 | 0.6112 | 0.7901 | 0.6112 | 0.7818 |
208
- | No log | 2.3259 | 314 | 0.6383 | 0.7746 | 0.6383 | 0.7989 |
209
- | No log | 2.3407 | 316 | 0.7700 | 0.7143 | 0.7700 | 0.8775 |
210
- | No log | 2.3556 | 318 | 0.7542 | 0.6993 | 0.7542 | 0.8684 |
211
- | No log | 2.3704 | 320 | 0.7797 | 0.6901 | 0.7797 | 0.8830 |
212
- | No log | 2.3852 | 322 | 0.7794 | 0.6806 | 0.7794 | 0.8828 |
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- | No log | 2.4 | 324 | 0.7577 | 0.6993 | 0.7577 | 0.8704 |
214
- | No log | 2.4148 | 326 | 0.6504 | 0.7273 | 0.6504 | 0.8065 |
215
- | No log | 2.4296 | 328 | 0.6202 | 0.7376 | 0.6202 | 0.7875 |
216
- | No log | 2.4444 | 330 | 0.6567 | 0.7463 | 0.6567 | 0.8104 |
217
- | No log | 2.4593 | 332 | 0.6986 | 0.7313 | 0.6986 | 0.8358 |
218
- | No log | 2.4741 | 334 | 0.7371 | 0.6667 | 0.7371 | 0.8586 |
219
- | No log | 2.4889 | 336 | 0.7389 | 0.6716 | 0.7389 | 0.8596 |
220
- | No log | 2.5037 | 338 | 0.6506 | 0.7015 | 0.6506 | 0.8066 |
221
- | No log | 2.5185 | 340 | 0.5797 | 0.7353 | 0.5797 | 0.7614 |
222
- | No log | 2.5333 | 342 | 0.5637 | 0.7556 | 0.5637 | 0.7508 |
223
- | No log | 2.5481 | 344 | 0.5853 | 0.7568 | 0.5853 | 0.7650 |
224
- | No log | 2.5630 | 346 | 0.6733 | 0.7273 | 0.6733 | 0.8206 |
225
- | No log | 2.5778 | 348 | 0.6631 | 0.7383 | 0.6631 | 0.8143 |
226
- | No log | 2.5926 | 350 | 0.6070 | 0.7536 | 0.6070 | 0.7791 |
227
- | No log | 2.6074 | 352 | 0.6347 | 0.7465 | 0.6347 | 0.7967 |
228
- | No log | 2.6222 | 354 | 0.6740 | 0.7692 | 0.6740 | 0.8209 |
229
- | No log | 2.6370 | 356 | 0.6170 | 0.7571 | 0.6170 | 0.7855 |
230
- | No log | 2.6519 | 358 | 0.6325 | 0.7286 | 0.6325 | 0.7953 |
231
- | No log | 2.6667 | 360 | 0.6375 | 0.7448 | 0.6375 | 0.7985 |
232
- | No log | 2.6815 | 362 | 0.6192 | 0.7619 | 0.6192 | 0.7869 |
233
- | No log | 2.6963 | 364 | 0.6720 | 0.7324 | 0.6720 | 0.8198 |
234
- | No log | 2.7111 | 366 | 0.7472 | 0.6993 | 0.7472 | 0.8644 |
235
- | No log | 2.7259 | 368 | 0.7930 | 0.6763 | 0.7930 | 0.8905 |
236
- | No log | 2.7407 | 370 | 0.8236 | 0.6901 | 0.8236 | 0.9075 |
237
- | No log | 2.7556 | 372 | 0.8377 | 0.6763 | 0.8377 | 0.9152 |
238
- | No log | 2.7704 | 374 | 0.7612 | 0.7183 | 0.7612 | 0.8725 |
239
- | No log | 2.7852 | 376 | 0.7188 | 0.7465 | 0.7188 | 0.8478 |
240
- | No log | 2.8 | 378 | 0.7019 | 0.75 | 0.7019 | 0.8378 |
241
- | No log | 2.8148 | 380 | 0.7014 | 0.7465 | 0.7014 | 0.8375 |
242
- | No log | 2.8296 | 382 | 0.7493 | 0.7333 | 0.7493 | 0.8656 |
243
- | No log | 2.8444 | 384 | 0.7393 | 0.7636 | 0.7393 | 0.8598 |
244
- | No log | 2.8593 | 386 | 0.6599 | 0.8049 | 0.6599 | 0.8124 |
245
- | No log | 2.8741 | 388 | 0.6421 | 0.8166 | 0.6421 | 0.8013 |
246
- | No log | 2.8889 | 390 | 0.6139 | 0.7975 | 0.6139 | 0.7835 |
247
- | No log | 2.9037 | 392 | 0.6457 | 0.7875 | 0.6457 | 0.8036 |
248
- | No log | 2.9185 | 394 | 0.7614 | 0.7067 | 0.7614 | 0.8726 |
249
- | No log | 2.9333 | 396 | 0.8127 | 0.6713 | 0.8127 | 0.9015 |
250
- | No log | 2.9481 | 398 | 0.7720 | 0.7050 | 0.7720 | 0.8787 |
251
- | No log | 2.9630 | 400 | 0.6987 | 0.7376 | 0.6987 | 0.8359 |
252
- | No log | 2.9778 | 402 | 0.6678 | 0.7606 | 0.6678 | 0.8172 |
253
- | No log | 2.9926 | 404 | 0.6327 | 0.7413 | 0.6327 | 0.7954 |
254
- | No log | 3.0074 | 406 | 0.6120 | 0.7792 | 0.6120 | 0.7823 |
255
- | No log | 3.0222 | 408 | 0.6344 | 0.7792 | 0.6344 | 0.7965 |
256
- | No log | 3.0370 | 410 | 0.7226 | 0.7657 | 0.7226 | 0.8501 |
257
- | No log | 3.0519 | 412 | 0.7057 | 0.7657 | 0.7057 | 0.8400 |
258
- | No log | 3.0667 | 414 | 0.6136 | 0.8072 | 0.6136 | 0.7833 |
259
- | No log | 3.0815 | 416 | 0.5917 | 0.7792 | 0.5917 | 0.7692 |
260
- | No log | 3.0963 | 418 | 0.6087 | 0.8 | 0.6087 | 0.7802 |
261
- | No log | 3.1111 | 420 | 0.6323 | 0.7785 | 0.6323 | 0.7951 |
262
- | No log | 3.1259 | 422 | 0.6391 | 0.7724 | 0.6391 | 0.7995 |
263
- | No log | 3.1407 | 424 | 0.6669 | 0.7429 | 0.6669 | 0.8166 |
264
- | No log | 3.1556 | 426 | 0.6626 | 0.7429 | 0.6626 | 0.8140 |
265
- | No log | 3.1704 | 428 | 0.5991 | 0.7785 | 0.5991 | 0.7740 |
266
- | No log | 3.1852 | 430 | 0.5259 | 0.8026 | 0.5259 | 0.7252 |
267
- | No log | 3.2 | 432 | 0.5792 | 0.7755 | 0.5792 | 0.7610 |
268
- | No log | 3.2148 | 434 | 0.5286 | 0.8105 | 0.5286 | 0.7271 |
269
- | No log | 3.2296 | 436 | 0.5394 | 0.8263 | 0.5394 | 0.7345 |
270
- | No log | 3.2444 | 438 | 0.8613 | 0.7243 | 0.8613 | 0.9281 |
271
- | No log | 3.2593 | 440 | 0.9753 | 0.7151 | 0.9753 | 0.9876 |
272
- | No log | 3.2741 | 442 | 0.7919 | 0.6988 | 0.7919 | 0.8899 |
273
- | No log | 3.2889 | 444 | 0.6106 | 0.7871 | 0.6106 | 0.7814 |
274
- | No log | 3.3037 | 446 | 0.6532 | 0.7867 | 0.6532 | 0.8082 |
275
- | No log | 3.3185 | 448 | 0.7119 | 0.7297 | 0.7119 | 0.8438 |
276
- | No log | 3.3333 | 450 | 0.6736 | 0.7619 | 0.6736 | 0.8207 |
277
- | No log | 3.3481 | 452 | 0.6463 | 0.7619 | 0.6463 | 0.8039 |
278
- | No log | 3.3630 | 454 | 0.7938 | 0.6887 | 0.7938 | 0.8909 |
279
- | No log | 3.3778 | 456 | 0.9957 | 0.6282 | 0.9957 | 0.9979 |
280
- | No log | 3.3926 | 458 | 1.0058 | 0.6282 | 1.0058 | 1.0029 |
281
- | No log | 3.4074 | 460 | 0.8571 | 0.6711 | 0.8571 | 0.9258 |
282
- | No log | 3.4222 | 462 | 0.7333 | 0.7248 | 0.7333 | 0.8563 |
283
- | No log | 3.4370 | 464 | 0.6852 | 0.7448 | 0.6852 | 0.8278 |
284
- | No log | 3.4519 | 466 | 0.6950 | 0.7324 | 0.6950 | 0.8337 |
285
- | No log | 3.4667 | 468 | 0.7293 | 0.7234 | 0.7293 | 0.8540 |
286
- | No log | 3.4815 | 470 | 0.7666 | 0.7260 | 0.7666 | 0.8755 |
287
- | No log | 3.4963 | 472 | 0.7499 | 0.7248 | 0.7499 | 0.8659 |
288
- | No log | 3.5111 | 474 | 0.7424 | 0.7083 | 0.7424 | 0.8616 |
289
- | No log | 3.5259 | 476 | 0.6997 | 0.7222 | 0.6997 | 0.8365 |
290
- | No log | 3.5407 | 478 | 0.6850 | 0.7324 | 0.6850 | 0.8277 |
291
- | No log | 3.5556 | 480 | 0.7419 | 0.7075 | 0.7419 | 0.8613 |
292
- | No log | 3.5704 | 482 | 0.8193 | 0.7 | 0.8193 | 0.9051 |
293
- | No log | 3.5852 | 484 | 0.8468 | 0.7 | 0.8468 | 0.9202 |
294
- | No log | 3.6 | 486 | 0.7221 | 0.7320 | 0.7221 | 0.8497 |
295
- | No log | 3.6148 | 488 | 0.6177 | 0.7536 | 0.6177 | 0.7860 |
296
- | No log | 3.6296 | 490 | 0.6072 | 0.7626 | 0.6072 | 0.7792 |
297
- | No log | 3.6444 | 492 | 0.5950 | 0.7714 | 0.5950 | 0.7714 |
298
- | No log | 3.6593 | 494 | 0.6361 | 0.7586 | 0.6361 | 0.7975 |
299
- | No log | 3.6741 | 496 | 0.8104 | 0.7006 | 0.8104 | 0.9002 |
300
- | No log | 3.6889 | 498 | 0.8997 | 0.6667 | 0.8997 | 0.9485 |
301
- | 0.4369 | 3.7037 | 500 | 0.8255 | 0.6879 | 0.8255 | 0.9086 |
302
- | 0.4369 | 3.7185 | 502 | 0.6613 | 0.7432 | 0.6613 | 0.8132 |
303
- | 0.4369 | 3.7333 | 504 | 0.5909 | 0.7947 | 0.5909 | 0.7687 |
304
- | 0.4369 | 3.7481 | 506 | 0.5908 | 0.8026 | 0.5908 | 0.7686 |
305
- | 0.4369 | 3.7630 | 508 | 0.6307 | 0.775 | 0.6307 | 0.7942 |
306
- | 0.4369 | 3.7778 | 510 | 0.7066 | 0.7308 | 0.7066 | 0.8406 |
307
- | 0.4369 | 3.7926 | 512 | 0.7690 | 0.7089 | 0.7690 | 0.8769 |
308
- | 0.4369 | 3.8074 | 514 | 0.7229 | 0.7261 | 0.7229 | 0.8502 |
309
- | 0.4369 | 3.8222 | 516 | 0.6507 | 0.7467 | 0.6507 | 0.8067 |
310
- | 0.4369 | 3.8370 | 518 | 0.6159 | 0.7755 | 0.6159 | 0.7848 |
311
- | 0.4369 | 3.8519 | 520 | 0.5827 | 0.8 | 0.5827 | 0.7634 |
312
- | 0.4369 | 3.8667 | 522 | 0.5657 | 0.8 | 0.5657 | 0.7521 |
313
- | 0.4369 | 3.8815 | 524 | 0.5621 | 0.7947 | 0.5621 | 0.7497 |
314
- | 0.4369 | 3.8963 | 526 | 0.5638 | 0.7871 | 0.5638 | 0.7508 |
315
- | 0.4369 | 3.9111 | 528 | 0.6174 | 0.7673 | 0.6174 | 0.7857 |
316
- | 0.4369 | 3.9259 | 530 | 0.7814 | 0.7303 | 0.7814 | 0.8840 |
317
- | 0.4369 | 3.9407 | 532 | 0.8597 | 0.7151 | 0.8597 | 0.9272 |
318
- | 0.4369 | 3.9556 | 534 | 0.7841 | 0.7051 | 0.7841 | 0.8855 |
319
- | 0.4369 | 3.9704 | 536 | 0.6775 | 0.7552 | 0.6775 | 0.8231 |
320
- | 0.4369 | 3.9852 | 538 | 0.6430 | 0.7353 | 0.6430 | 0.8019 |
321
- | 0.4369 | 4.0 | 540 | 0.6428 | 0.7482 | 0.6428 | 0.8017 |
322
- | 0.4369 | 4.0148 | 542 | 0.6859 | 0.7059 | 0.6859 | 0.8282 |
323
- | 0.4369 | 4.0296 | 544 | 0.7765 | 0.6763 | 0.7765 | 0.8812 |
324
- | 0.4369 | 4.0444 | 546 | 0.8083 | 0.6143 | 0.8083 | 0.8990 |
325
- | 0.4369 | 4.0593 | 548 | 0.8023 | 0.6569 | 0.8023 | 0.8957 |
326
- | 0.4369 | 4.0741 | 550 | 0.7293 | 0.7286 | 0.7293 | 0.8540 |
327
- | 0.4369 | 4.0889 | 552 | 0.7112 | 0.7639 | 0.7112 | 0.8433 |
328
- | 0.4369 | 4.1037 | 554 | 0.7219 | 0.7606 | 0.7219 | 0.8496 |
329
- | 0.4369 | 4.1185 | 556 | 0.7218 | 0.7246 | 0.7218 | 0.8496 |
330
- | 0.4369 | 4.1333 | 558 | 0.7898 | 0.6957 | 0.7898 | 0.8887 |
331
- | 0.4369 | 4.1481 | 560 | 0.8484 | 0.6286 | 0.8484 | 0.9211 |
332
- | 0.4369 | 4.1630 | 562 | 0.8123 | 0.6714 | 0.8123 | 0.9013 |
333
- | 0.4369 | 4.1778 | 564 | 0.7134 | 0.7083 | 0.7134 | 0.8446 |
334
- | 0.4369 | 4.1926 | 566 | 0.6091 | 0.7733 | 0.6091 | 0.7804 |
335
- | 0.4369 | 4.2074 | 568 | 0.5637 | 0.8077 | 0.5637 | 0.7508 |
336
- | 0.4369 | 4.2222 | 570 | 0.5654 | 0.7898 | 0.5654 | 0.7519 |
337
- | 0.4369 | 4.2370 | 572 | 0.5839 | 0.7898 | 0.5839 | 0.7642 |
338
- | 0.4369 | 4.2519 | 574 | 0.6496 | 0.7763 | 0.6496 | 0.8060 |
339
- | 0.4369 | 4.2667 | 576 | 0.7127 | 0.6974 | 0.7127 | 0.8442 |
340
- | 0.4369 | 4.2815 | 578 | 0.7136 | 0.6712 | 0.7136 | 0.8448 |
341
- | 0.4369 | 4.2963 | 580 | 0.7083 | 0.6767 | 0.7083 | 0.8416 |
342
- | 0.4369 | 4.3111 | 582 | 0.6704 | 0.7153 | 0.6704 | 0.8188 |
343
- | 0.4369 | 4.3259 | 584 | 0.6676 | 0.7445 | 0.6676 | 0.8171 |
344
- | 0.4369 | 4.3407 | 586 | 0.6841 | 0.7429 | 0.6841 | 0.8271 |
345
- | 0.4369 | 4.3556 | 588 | 0.6929 | 0.7259 | 0.6929 | 0.8324 |
346
- | 0.4369 | 4.3704 | 590 | 0.6934 | 0.7259 | 0.6934 | 0.8327 |
347
- | 0.4369 | 4.3852 | 592 | 0.6915 | 0.7353 | 0.6915 | 0.8315 |
348
- | 0.4369 | 4.4 | 594 | 0.7119 | 0.7050 | 0.7119 | 0.8438 |
349
- | 0.4369 | 4.4148 | 596 | 0.7524 | 0.7383 | 0.7524 | 0.8674 |
350
- | 0.4369 | 4.4296 | 598 | 0.7357 | 0.7467 | 0.7357 | 0.8577 |
351
- | 0.4369 | 4.4444 | 600 | 0.7084 | 0.7484 | 0.7084 | 0.8417 |
352
- | 0.4369 | 4.4593 | 602 | 0.6835 | 0.7662 | 0.6835 | 0.8267 |
353
- | 0.4369 | 4.4741 | 604 | 0.7242 | 0.7075 | 0.7242 | 0.8510 |
354
- | 0.4369 | 4.4889 | 606 | 0.8236 | 0.6667 | 0.8236 | 0.9075 |
355
- | 0.4369 | 4.5037 | 608 | 0.8074 | 0.6857 | 0.8074 | 0.8986 |
356
- | 0.4369 | 4.5185 | 610 | 0.7379 | 0.7015 | 0.7379 | 0.8590 |
357
- | 0.4369 | 4.5333 | 612 | 0.6936 | 0.7068 | 0.6936 | 0.8328 |
358
- | 0.4369 | 4.5481 | 614 | 0.6492 | 0.7164 | 0.6492 | 0.8057 |
359
- | 0.4369 | 4.5630 | 616 | 0.6326 | 0.7246 | 0.6326 | 0.7954 |
360
- | 0.4369 | 4.5778 | 618 | 0.6414 | 0.7586 | 0.6414 | 0.8009 |
361
- | 0.4369 | 4.5926 | 620 | 0.6765 | 0.7651 | 0.6765 | 0.8225 |
362
- | 0.4369 | 4.6074 | 622 | 0.7263 | 0.6939 | 0.7263 | 0.8523 |
363
- | 0.4369 | 4.6222 | 624 | 0.7563 | 0.6667 | 0.7563 | 0.8696 |
364
- | 0.4369 | 4.6370 | 626 | 0.7904 | 0.6667 | 0.7904 | 0.8890 |
365
- | 0.4369 | 4.6519 | 628 | 0.8153 | 0.6434 | 0.8153 | 0.9030 |
366
- | 0.4369 | 4.6667 | 630 | 0.7695 | 0.6569 | 0.7695 | 0.8772 |
367
- | 0.4369 | 4.6815 | 632 | 0.7603 | 0.7015 | 0.7603 | 0.8720 |
368
- | 0.4369 | 4.6963 | 634 | 0.7567 | 0.6767 | 0.7567 | 0.8699 |
369
- | 0.4369 | 4.7111 | 636 | 0.7357 | 0.7015 | 0.7357 | 0.8578 |
370
- | 0.4369 | 4.7259 | 638 | 0.7121 | 0.7059 | 0.7121 | 0.8439 |
371
- | 0.4369 | 4.7407 | 640 | 0.7488 | 0.7248 | 0.7488 | 0.8654 |
372
- | 0.4369 | 4.7556 | 642 | 0.7775 | 0.7285 | 0.7775 | 0.8818 |
373
- | 0.4369 | 4.7704 | 644 | 0.7326 | 0.7368 | 0.7326 | 0.8559 |
374
- | 0.4369 | 4.7852 | 646 | 0.6457 | 0.7651 | 0.6457 | 0.8036 |
375
- | 0.4369 | 4.8 | 648 | 0.6231 | 0.7703 | 0.6231 | 0.7894 |
376
- | 0.4369 | 4.8148 | 650 | 0.6286 | 0.7703 | 0.6286 | 0.7929 |
377
- | 0.4369 | 4.8296 | 652 | 0.6687 | 0.7448 | 0.6687 | 0.8177 |
378
- | 0.4369 | 4.8444 | 654 | 0.7723 | 0.6892 | 0.7723 | 0.8788 |
379
- | 0.4369 | 4.8593 | 656 | 0.9167 | 0.7006 | 0.9167 | 0.9575 |
380
- | 0.4369 | 4.8741 | 658 | 0.8982 | 0.6757 | 0.8982 | 0.9478 |
381
- | 0.4369 | 4.8889 | 660 | 0.8013 | 0.6567 | 0.8013 | 0.8952 |
382
- | 0.4369 | 4.9037 | 662 | 0.7684 | 0.6818 | 0.7684 | 0.8766 |
383
- | 0.4369 | 4.9185 | 664 | 0.7334 | 0.6970 | 0.7334 | 0.8564 |
384
- | 0.4369 | 4.9333 | 666 | 0.7050 | 0.7407 | 0.7050 | 0.8396 |
385
- | 0.4369 | 4.9481 | 668 | 0.6737 | 0.7651 | 0.6737 | 0.8208 |
386
- | 0.4369 | 4.9630 | 670 | 0.6807 | 0.7582 | 0.6807 | 0.8250 |
387
- | 0.4369 | 4.9778 | 672 | 0.7013 | 0.7613 | 0.7013 | 0.8374 |
388
- | 0.4369 | 4.9926 | 674 | 0.7032 | 0.7383 | 0.7032 | 0.8385 |
389
- | 0.4369 | 5.0074 | 676 | 0.7091 | 0.7397 | 0.7091 | 0.8421 |
390
- | 0.4369 | 5.0222 | 678 | 0.7176 | 0.7234 | 0.7176 | 0.8471 |
391
- | 0.4369 | 5.0370 | 680 | 0.6809 | 0.7429 | 0.6809 | 0.8251 |
392
- | 0.4369 | 5.0519 | 682 | 0.6843 | 0.7391 | 0.6843 | 0.8272 |
393
- | 0.4369 | 5.0667 | 684 | 0.7176 | 0.7153 | 0.7176 | 0.8471 |
394
- | 0.4369 | 5.0815 | 686 | 0.7714 | 0.6519 | 0.7714 | 0.8783 |
395
- | 0.4369 | 5.0963 | 688 | 0.8905 | 0.6713 | 0.8905 | 0.9436 |
396
- | 0.4369 | 5.1111 | 690 | 1.0220 | 0.6424 | 1.0220 | 1.0109 |
397
- | 0.4369 | 5.1259 | 692 | 1.0362 | 0.6548 | 1.0362 | 1.0180 |
398
- | 0.4369 | 5.1407 | 694 | 0.9071 | 0.6711 | 0.9071 | 0.9524 |
399
 
400
 
401
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k19_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k19_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: 1.1214
19
+ - Qwk: 0.6143
20
+ - Mse: 1.1214
21
+ - Rmse: 1.0590
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.0141 | 2 | 6.7440 | 0.0242 | 6.7440 | 2.5969 |
53
+ | No log | 0.0282 | 4 | 5.2940 | 0.0220 | 5.2940 | 2.3009 |
54
+ | No log | 0.0423 | 6 | 3.3084 | 0.1290 | 3.3084 | 1.8189 |
55
+ | No log | 0.0563 | 8 | 2.2826 | 0.2286 | 2.2826 | 1.5108 |
56
+ | No log | 0.0704 | 10 | 1.8655 | 0.125 | 1.8655 | 1.3658 |
57
+ | No log | 0.0845 | 12 | 1.7103 | 0.1132 | 1.7103 | 1.3078 |
58
+ | No log | 0.0986 | 14 | 1.6698 | 0.1308 | 1.6698 | 1.2922 |
59
+ | No log | 0.1127 | 16 | 1.6239 | 0.3471 | 1.6239 | 1.2743 |
60
+ | No log | 0.1268 | 18 | 1.6686 | 0.3200 | 1.6686 | 1.2917 |
61
+ | No log | 0.1408 | 20 | 1.9506 | 0.2609 | 1.9506 | 1.3966 |
62
+ | No log | 0.1549 | 22 | 1.3913 | 0.4375 | 1.3913 | 1.1795 |
63
+ | No log | 0.1690 | 24 | 1.6055 | 0.3817 | 1.6055 | 1.2671 |
64
+ | No log | 0.1831 | 26 | 1.9794 | 0.1077 | 1.9794 | 1.4069 |
65
+ | No log | 0.1972 | 28 | 1.7775 | 0.2258 | 1.7775 | 1.3332 |
66
+ | No log | 0.2113 | 30 | 1.3990 | 0.3793 | 1.3990 | 1.1828 |
67
+ | No log | 0.2254 | 32 | 1.3736 | 0.3423 | 1.3736 | 1.1720 |
68
+ | No log | 0.2394 | 34 | 1.3730 | 0.2617 | 1.3730 | 1.1718 |
69
+ | No log | 0.2535 | 36 | 1.3779 | 0.3273 | 1.3779 | 1.1739 |
70
+ | No log | 0.2676 | 38 | 1.4917 | 0.3652 | 1.4917 | 1.2214 |
71
+ | No log | 0.2817 | 40 | 1.6636 | 0.2689 | 1.6636 | 1.2898 |
72
+ | No log | 0.2958 | 42 | 1.7542 | 0.3125 | 1.7542 | 1.3245 |
73
+ | No log | 0.3099 | 44 | 1.3129 | 0.4769 | 1.3129 | 1.1458 |
74
+ | No log | 0.3239 | 46 | 1.0856 | 0.5692 | 1.0856 | 1.0419 |
75
+ | No log | 0.3380 | 48 | 0.8973 | 0.6618 | 0.8973 | 0.9473 |
76
+ | No log | 0.3521 | 50 | 0.8698 | 0.7 | 0.8698 | 0.9326 |
77
+ | No log | 0.3662 | 52 | 0.9331 | 0.7190 | 0.9331 | 0.9659 |
78
+ | No log | 0.3803 | 54 | 0.8663 | 0.6933 | 0.8663 | 0.9307 |
79
+ | No log | 0.3944 | 56 | 1.1653 | 0.5077 | 1.1653 | 1.0795 |
80
+ | No log | 0.4085 | 58 | 1.9724 | 0.0672 | 1.9724 | 1.4044 |
81
+ | No log | 0.4225 | 60 | 1.9031 | 0.1406 | 1.9031 | 1.3795 |
82
+ | No log | 0.4366 | 62 | 1.3217 | 0.4769 | 1.3217 | 1.1497 |
83
+ | No log | 0.4507 | 64 | 1.0487 | 0.5692 | 1.0487 | 1.0241 |
84
+ | No log | 0.4648 | 66 | 1.2912 | 0.4923 | 1.2912 | 1.1363 |
85
+ | No log | 0.4789 | 68 | 1.0597 | 0.6142 | 1.0597 | 1.0294 |
86
+ | No log | 0.4930 | 70 | 1.0556 | 0.5827 | 1.0556 | 1.0274 |
87
+ | No log | 0.5070 | 72 | 1.1047 | 0.5344 | 1.1047 | 1.0510 |
88
+ | No log | 0.5211 | 74 | 1.0206 | 0.6212 | 1.0206 | 1.0102 |
89
+ | No log | 0.5352 | 76 | 0.8976 | 0.7059 | 0.8976 | 0.9474 |
90
+ | No log | 0.5493 | 78 | 0.9363 | 0.6618 | 0.9363 | 0.9676 |
91
+ | No log | 0.5634 | 80 | 1.2574 | 0.5224 | 1.2574 | 1.1213 |
92
+ | No log | 0.5775 | 82 | 1.0410 | 0.5672 | 1.0410 | 1.0203 |
93
+ | No log | 0.5915 | 84 | 0.8990 | 0.6806 | 0.8990 | 0.9481 |
94
+ | No log | 0.6056 | 86 | 1.1185 | 0.5850 | 1.1185 | 1.0576 |
95
+ | No log | 0.6197 | 88 | 0.8235 | 0.7260 | 0.8235 | 0.9075 |
96
+ | No log | 0.6338 | 90 | 0.8973 | 0.6331 | 0.8973 | 0.9473 |
97
+ | No log | 0.6479 | 92 | 1.2783 | 0.5147 | 1.2783 | 1.1306 |
98
+ | No log | 0.6620 | 94 | 1.2196 | 0.5401 | 1.2196 | 1.1044 |
99
+ | No log | 0.6761 | 96 | 0.8845 | 0.6074 | 0.8845 | 0.9405 |
100
+ | No log | 0.6901 | 98 | 0.8184 | 0.7353 | 0.8184 | 0.9046 |
101
+ | No log | 0.7042 | 100 | 0.8440 | 0.7164 | 0.8440 | 0.9187 |
102
+ | No log | 0.7183 | 102 | 0.8693 | 0.6324 | 0.8693 | 0.9324 |
103
+ | No log | 0.7324 | 104 | 0.8373 | 0.6324 | 0.8373 | 0.9150 |
104
+ | No log | 0.7465 | 106 | 0.9279 | 0.6074 | 0.9279 | 0.9633 |
105
+ | No log | 0.7606 | 108 | 1.1173 | 0.5714 | 1.1173 | 1.0570 |
106
+ | No log | 0.7746 | 110 | 1.3111 | 0.5175 | 1.3111 | 1.1451 |
107
+ | No log | 0.7887 | 112 | 1.3648 | 0.5 | 1.3648 | 1.1682 |
108
+ | No log | 0.8028 | 114 | 1.2358 | 0.5811 | 1.2358 | 1.1117 |
109
+ | No log | 0.8169 | 116 | 0.8963 | 0.6309 | 0.8963 | 0.9467 |
110
+ | No log | 0.8310 | 118 | 0.8672 | 0.6316 | 0.8672 | 0.9313 |
111
+ | No log | 0.8451 | 120 | 1.0217 | 0.6225 | 1.0217 | 1.0108 |
112
+ | No log | 0.8592 | 122 | 1.0680 | 0.6420 | 1.0680 | 1.0335 |
113
+ | No log | 0.8732 | 124 | 0.8092 | 0.6622 | 0.8092 | 0.8996 |
114
+ | No log | 0.8873 | 126 | 0.6600 | 0.7432 | 0.6600 | 0.8124 |
115
+ | No log | 0.9014 | 128 | 0.6742 | 0.7808 | 0.6742 | 0.8211 |
116
+ | No log | 0.9155 | 130 | 1.0069 | 0.6389 | 1.0069 | 1.0035 |
117
+ | No log | 0.9296 | 132 | 1.5822 | 0.3724 | 1.5822 | 1.2578 |
118
+ | No log | 0.9437 | 134 | 1.4887 | 0.3857 | 1.4887 | 1.2201 |
119
+ | No log | 0.9577 | 136 | 0.9638 | 0.5865 | 0.9638 | 0.9817 |
120
+ | No log | 0.9718 | 138 | 0.7901 | 0.6970 | 0.7901 | 0.8889 |
121
+ | No log | 0.9859 | 140 | 0.8876 | 0.5865 | 0.8876 | 0.9421 |
122
+ | No log | 1.0 | 142 | 0.8067 | 0.6316 | 0.8067 | 0.8981 |
123
+ | No log | 1.0141 | 144 | 0.7887 | 0.7121 | 0.7887 | 0.8881 |
124
+ | No log | 1.0282 | 146 | 1.1604 | 0.5224 | 1.1604 | 1.0772 |
125
+ | No log | 1.0423 | 148 | 1.3343 | 0.5 | 1.3343 | 1.1551 |
126
+ | No log | 1.0563 | 150 | 1.1131 | 0.5755 | 1.1131 | 1.0550 |
127
+ | No log | 1.0704 | 152 | 0.7185 | 0.7153 | 0.7185 | 0.8476 |
128
+ | No log | 1.0845 | 154 | 0.6178 | 0.7518 | 0.6178 | 0.7860 |
129
+ | No log | 1.0986 | 156 | 0.6170 | 0.7518 | 0.6170 | 0.7855 |
130
+ | No log | 1.1127 | 158 | 0.7039 | 0.7347 | 0.7039 | 0.8390 |
131
+ | No log | 1.1268 | 160 | 1.2500 | 0.5890 | 1.2500 | 1.1180 |
132
+ | No log | 1.1408 | 162 | 1.5417 | 0.5185 | 1.5417 | 1.2416 |
133
+ | No log | 1.1549 | 164 | 1.3428 | 0.5526 | 1.3428 | 1.1588 |
134
+ | No log | 1.1690 | 166 | 1.0460 | 0.6389 | 1.0460 | 1.0228 |
135
+ | No log | 1.1831 | 168 | 0.9130 | 0.6331 | 0.9130 | 0.9555 |
136
+ | No log | 1.1972 | 170 | 0.7866 | 0.6957 | 0.7866 | 0.8869 |
137
+ | No log | 1.2113 | 172 | 0.8143 | 0.6618 | 0.8143 | 0.9024 |
138
+ | No log | 1.2254 | 174 | 1.0080 | 0.5802 | 1.0080 | 1.0040 |
139
+ | No log | 1.2394 | 176 | 1.2833 | 0.5038 | 1.2833 | 1.1328 |
140
+ | No log | 1.2535 | 178 | 1.4008 | 0.4593 | 1.4008 | 1.1835 |
141
+ | No log | 1.2676 | 180 | 1.2106 | 0.5224 | 1.2106 | 1.1003 |
142
+ | No log | 1.2817 | 182 | 0.9220 | 0.6308 | 0.9220 | 0.9602 |
143
+ | No log | 1.2958 | 184 | 0.7785 | 0.7111 | 0.7785 | 0.8823 |
144
+ | No log | 1.3099 | 186 | 0.7528 | 0.7206 | 0.7528 | 0.8676 |
145
+ | No log | 1.3239 | 188 | 0.8576 | 0.6412 | 0.8576 | 0.9261 |
146
+ | No log | 1.3380 | 190 | 1.0571 | 0.6447 | 1.0571 | 1.0281 |
147
+ | No log | 1.3521 | 192 | 1.0745 | 0.6410 | 1.0745 | 1.0366 |
148
+ | No log | 1.3662 | 194 | 0.8194 | 0.6944 | 0.8194 | 0.9052 |
149
+ | No log | 1.3803 | 196 | 0.6416 | 0.7671 | 0.6416 | 0.8010 |
150
+ | No log | 1.3944 | 198 | 0.6060 | 0.8105 | 0.6060 | 0.7785 |
151
+ | No log | 1.4085 | 200 | 0.7386 | 0.7470 | 0.7386 | 0.8594 |
152
+ | No log | 1.4225 | 202 | 0.8371 | 0.7066 | 0.8371 | 0.9150 |
153
+ | No log | 1.4366 | 204 | 0.7535 | 0.7389 | 0.7535 | 0.8681 |
154
+ | No log | 1.4507 | 206 | 0.8178 | 0.6933 | 0.8178 | 0.9043 |
155
+ | No log | 1.4648 | 208 | 0.9892 | 0.6207 | 0.9892 | 0.9946 |
156
+ | No log | 1.4789 | 210 | 0.9484 | 0.6119 | 0.9484 | 0.9739 |
157
+ | No log | 1.4930 | 212 | 0.9129 | 0.6277 | 0.9129 | 0.9555 |
158
+ | No log | 1.5070 | 214 | 1.0244 | 0.6043 | 1.0244 | 1.0121 |
159
+ | No log | 1.5211 | 216 | 0.9973 | 0.6232 | 0.9973 | 0.9987 |
160
+ | No log | 1.5352 | 218 | 0.9717 | 0.6622 | 0.9717 | 0.9857 |
161
+ | No log | 1.5493 | 220 | 0.8828 | 0.6429 | 0.8828 | 0.9396 |
162
+ | No log | 1.5634 | 222 | 0.8831 | 0.6712 | 0.8831 | 0.9397 |
163
+ | No log | 1.5775 | 224 | 1.1185 | 0.5874 | 1.1185 | 1.0576 |
164
+ | No log | 1.5915 | 226 | 1.1407 | 0.5714 | 1.1407 | 1.0680 |
165
+ | No log | 1.6056 | 228 | 0.8499 | 0.6475 | 0.8499 | 0.9219 |
166
+ | No log | 1.6197 | 230 | 0.7666 | 0.6716 | 0.7666 | 0.8755 |
167
+ | No log | 1.6338 | 232 | 0.8144 | 0.6364 | 0.8144 | 0.9025 |
168
+ | No log | 1.6479 | 234 | 0.8424 | 0.6423 | 0.8424 | 0.9178 |
169
+ | No log | 1.6620 | 236 | 1.0570 | 0.625 | 1.0570 | 1.0281 |
170
+ | No log | 1.6761 | 238 | 1.1823 | 0.6460 | 1.1823 | 1.0874 |
171
+ | No log | 1.6901 | 240 | 1.1059 | 0.6541 | 1.1059 | 1.0516 |
172
+ | No log | 1.7042 | 242 | 0.7642 | 0.7114 | 0.7642 | 0.8742 |
173
+ | No log | 1.7183 | 244 | 0.6791 | 0.75 | 0.6791 | 0.8241 |
174
+ | No log | 1.7324 | 246 | 0.6777 | 0.7647 | 0.6777 | 0.8232 |
175
+ | No log | 1.7465 | 248 | 0.8198 | 0.6962 | 0.8198 | 0.9054 |
176
+ | No log | 1.7606 | 250 | 1.0871 | 0.6452 | 1.0871 | 1.0427 |
177
+ | No log | 1.7746 | 252 | 1.0364 | 0.6582 | 1.0364 | 1.0180 |
178
+ | No log | 1.7887 | 254 | 0.8287 | 0.6667 | 0.8287 | 0.9103 |
179
+ | No log | 1.8028 | 256 | 0.8374 | 0.6619 | 0.8374 | 0.9151 |
180
+ | No log | 1.8169 | 258 | 1.0605 | 0.6301 | 1.0605 | 1.0298 |
181
+ | No log | 1.8310 | 260 | 1.2231 | 0.6122 | 1.2231 | 1.1059 |
182
+ | No log | 1.8451 | 262 | 1.0880 | 0.6069 | 1.0880 | 1.0431 |
183
+ | No log | 1.8592 | 264 | 0.7917 | 0.6519 | 0.7917 | 0.8898 |
184
+ | No log | 1.8732 | 266 | 0.7044 | 0.6963 | 0.7044 | 0.8393 |
185
+ | No log | 1.8873 | 268 | 0.8074 | 0.6806 | 0.8074 | 0.8985 |
186
+ | No log | 1.9014 | 270 | 1.0232 | 0.6456 | 1.0232 | 1.0115 |
187
+ | No log | 1.9155 | 272 | 1.3892 | 0.5679 | 1.3892 | 1.1787 |
188
+ | No log | 1.9296 | 274 | 1.3891 | 0.5509 | 1.3891 | 1.1786 |
189
+ | No log | 1.9437 | 276 | 1.1799 | 0.6552 | 1.1799 | 1.0862 |
190
+ | No log | 1.9577 | 278 | 0.9384 | 0.6538 | 0.9384 | 0.9687 |
191
+ | No log | 1.9718 | 280 | 0.7552 | 0.7050 | 0.7552 | 0.8690 |
192
+ | No log | 1.9859 | 282 | 0.7083 | 0.7259 | 0.7083 | 0.8416 |
193
+ | No log | 2.0 | 284 | 0.7529 | 0.6870 | 0.7529 | 0.8677 |
194
+ | No log | 2.0141 | 286 | 0.8592 | 0.6618 | 0.8592 | 0.9269 |
195
+ | No log | 2.0282 | 288 | 0.9947 | 0.6377 | 0.9947 | 0.9974 |
196
+ | No log | 2.0423 | 290 | 0.9650 | 0.6222 | 0.9650 | 0.9823 |
197
+ | No log | 2.0563 | 292 | 0.8001 | 0.6406 | 0.8001 | 0.8945 |
198
+ | No log | 2.0704 | 294 | 0.7126 | 0.6815 | 0.7126 | 0.8442 |
199
+ | No log | 2.0845 | 296 | 0.7479 | 0.6980 | 0.7479 | 0.8648 |
200
+ | No log | 2.0986 | 298 | 1.0272 | 0.6708 | 1.0272 | 1.0135 |
201
+ | No log | 2.1127 | 300 | 1.1649 | 0.6173 | 1.1649 | 1.0793 |
202
+ | No log | 2.1268 | 302 | 1.0545 | 0.6531 | 1.0545 | 1.0269 |
203
+ | No log | 2.1408 | 304 | 0.8614 | 0.6667 | 0.8614 | 0.9281 |
204
+ | No log | 2.1549 | 306 | 0.8295 | 0.6769 | 0.8295 | 0.9107 |
205
+ | No log | 2.1690 | 308 | 0.8993 | 0.6418 | 0.8993 | 0.9483 |
206
+ | No log | 2.1831 | 310 | 1.1010 | 0.6282 | 1.1010 | 1.0493 |
207
+ | No log | 2.1972 | 312 | 1.1787 | 0.6135 | 1.1787 | 1.0857 |
208
+ | No log | 2.2113 | 314 | 1.3576 | 0.5647 | 1.3576 | 1.1651 |
209
+ | No log | 2.2254 | 316 | 1.2120 | 0.5478 | 1.2120 | 1.1009 |
210
+ | No log | 2.2394 | 318 | 1.0059 | 0.6533 | 1.0059 | 1.0030 |
211
+ | No log | 2.2535 | 320 | 0.9030 | 0.6370 | 0.9030 | 0.9503 |
212
+ | No log | 2.2676 | 322 | 0.8499 | 0.6812 | 0.8499 | 0.9219 |
213
+ | No log | 2.2817 | 324 | 0.9406 | 0.6579 | 0.9406 | 0.9698 |
214
+ | No log | 2.2958 | 326 | 0.9956 | 0.6667 | 0.9956 | 0.9978 |
215
+ | No log | 2.3099 | 328 | 0.9049 | 0.6579 | 0.9049 | 0.9513 |
216
+ | No log | 2.3239 | 330 | 0.8125 | 0.6809 | 0.8125 | 0.9014 |
217
+ | No log | 2.3380 | 332 | 0.7437 | 0.7286 | 0.7437 | 0.8624 |
218
+ | No log | 2.3521 | 334 | 0.8225 | 0.7285 | 0.8225 | 0.9069 |
219
+ | No log | 2.3662 | 336 | 1.0335 | 0.6463 | 1.0335 | 1.0166 |
220
+ | No log | 2.3803 | 338 | 1.1395 | 0.6 | 1.1395 | 1.0675 |
221
+ | No log | 2.3944 | 340 | 0.9304 | 0.6710 | 0.9304 | 0.9646 |
222
+ | No log | 2.4085 | 342 | 0.7049 | 0.7391 | 0.7049 | 0.8396 |
223
+ | No log | 2.4225 | 344 | 0.6756 | 0.7832 | 0.6756 | 0.8219 |
224
+ | No log | 2.4366 | 346 | 0.6993 | 0.7391 | 0.6993 | 0.8363 |
225
+ | No log | 2.4507 | 348 | 0.9126 | 0.6713 | 0.9126 | 0.9553 |
226
+ | No log | 2.4648 | 350 | 1.1028 | 0.625 | 1.1028 | 1.0502 |
227
+ | No log | 2.4789 | 352 | 1.0142 | 0.6383 | 1.0142 | 1.0071 |
228
+ | No log | 2.4930 | 354 | 0.8221 | 0.6667 | 0.8221 | 0.9067 |
229
+ | No log | 2.5070 | 356 | 0.6899 | 0.7571 | 0.6899 | 0.8306 |
230
+ | No log | 2.5211 | 358 | 0.6967 | 0.7338 | 0.6967 | 0.8347 |
231
+ | No log | 2.5352 | 360 | 0.8171 | 0.6939 | 0.8171 | 0.9039 |
232
+ | No log | 2.5493 | 362 | 1.2282 | 0.5839 | 1.2282 | 1.1083 |
233
+ | No log | 2.5634 | 364 | 1.4694 | 0.5116 | 1.4694 | 1.2122 |
234
+ | No log | 2.5775 | 366 | 1.3706 | 0.5065 | 1.3706 | 1.1707 |
235
+ | No log | 2.5915 | 368 | 1.0564 | 0.6286 | 1.0564 | 1.0278 |
236
+ | No log | 2.6056 | 370 | 0.7913 | 0.6870 | 0.7913 | 0.8896 |
237
+ | No log | 2.6197 | 372 | 0.7205 | 0.6917 | 0.7205 | 0.8488 |
238
+ | No log | 2.6338 | 374 | 0.7456 | 0.7164 | 0.7456 | 0.8635 |
239
+ | No log | 2.6479 | 376 | 0.9632 | 0.6622 | 0.9632 | 0.9814 |
240
+ | No log | 2.6620 | 378 | 1.3262 | 0.5488 | 1.3262 | 1.1516 |
241
+ | No log | 2.6761 | 380 | 1.3304 | 0.5967 | 1.3304 | 1.1535 |
242
+ | No log | 2.6901 | 382 | 1.0394 | 0.6433 | 1.0394 | 1.0195 |
243
+ | No log | 2.7042 | 384 | 0.7160 | 0.75 | 0.7160 | 0.8461 |
244
+ | No log | 2.7183 | 386 | 0.6142 | 0.7919 | 0.6142 | 0.7837 |
245
+ | No log | 2.7324 | 388 | 0.6132 | 0.7919 | 0.6132 | 0.7831 |
246
+ | No log | 2.7465 | 390 | 0.7013 | 0.7702 | 0.7013 | 0.8374 |
247
+ | No log | 2.7606 | 392 | 0.9525 | 0.6627 | 0.9525 | 0.9759 |
248
+ | No log | 2.7746 | 394 | 1.1454 | 0.6076 | 1.1454 | 1.0702 |
249
+ | No log | 2.7887 | 396 | 1.0687 | 0.5915 | 1.0687 | 1.0338 |
250
+ | No log | 2.8028 | 398 | 0.8730 | 0.6370 | 0.8730 | 0.9344 |
251
+ | No log | 2.8169 | 400 | 0.7101 | 0.7164 | 0.7101 | 0.8427 |
252
+ | No log | 2.8310 | 402 | 0.6828 | 0.7407 | 0.6828 | 0.8263 |
253
+ | No log | 2.8451 | 404 | 0.7016 | 0.7299 | 0.7016 | 0.8376 |
254
+ | No log | 2.8592 | 406 | 0.7366 | 0.7015 | 0.7366 | 0.8583 |
255
+ | No log | 2.8732 | 408 | 0.7954 | 0.7297 | 0.7954 | 0.8919 |
256
+ | No log | 2.8873 | 410 | 0.8738 | 0.6536 | 0.8738 | 0.9348 |
257
+ | No log | 2.9014 | 412 | 1.0533 | 0.6667 | 1.0533 | 1.0263 |
258
+ | No log | 2.9155 | 414 | 1.1614 | 0.6480 | 1.1614 | 1.0777 |
259
+ | No log | 2.9296 | 416 | 0.9818 | 0.6667 | 0.9818 | 0.9909 |
260
+ | No log | 2.9437 | 418 | 0.7215 | 0.7006 | 0.7215 | 0.8494 |
261
+ | No log | 2.9577 | 420 | 0.6422 | 0.7692 | 0.6422 | 0.8014 |
262
+ | No log | 2.9718 | 422 | 0.6573 | 0.7692 | 0.6573 | 0.8107 |
263
+ | No log | 2.9859 | 424 | 0.6745 | 0.7770 | 0.6745 | 0.8213 |
264
+ | No log | 3.0 | 426 | 0.9489 | 0.6187 | 0.9489 | 0.9741 |
265
+ | No log | 3.0141 | 428 | 1.3060 | 0.5101 | 1.3060 | 1.1428 |
266
+ | No log | 3.0282 | 430 | 1.3793 | 0.5290 | 1.3793 | 1.1744 |
267
+ | No log | 3.0423 | 432 | 1.1668 | 0.5621 | 1.1668 | 1.0802 |
268
+ | No log | 3.0563 | 434 | 0.9193 | 0.6620 | 0.9193 | 0.9588 |
269
+ | No log | 3.0704 | 436 | 0.8717 | 0.6667 | 0.8717 | 0.9336 |
270
+ | No log | 3.0845 | 438 | 0.8284 | 0.6519 | 0.8284 | 0.9101 |
271
+ | No log | 3.0986 | 440 | 0.7904 | 0.6202 | 0.7904 | 0.8890 |
272
+ | No log | 3.1127 | 442 | 0.8700 | 0.6712 | 0.8700 | 0.9327 |
273
+ | No log | 3.1268 | 444 | 1.0220 | 0.6623 | 1.0220 | 1.0109 |
274
+ | No log | 3.1408 | 446 | 1.1568 | 0.6203 | 1.1568 | 1.0755 |
275
+ | No log | 3.1549 | 448 | 1.1233 | 0.6093 | 1.1233 | 1.0599 |
276
+ | No log | 3.1690 | 450 | 0.9876 | 0.6383 | 0.9876 | 0.9938 |
277
+ | No log | 3.1831 | 452 | 0.8126 | 0.6457 | 0.8126 | 0.9014 |
278
+ | No log | 3.1972 | 454 | 0.7353 | 0.6970 | 0.7353 | 0.8575 |
279
+ | No log | 3.2113 | 456 | 0.7074 | 0.7068 | 0.7074 | 0.8411 |
280
+ | No log | 3.2254 | 458 | 0.7119 | 0.7259 | 0.7119 | 0.8438 |
281
+ | No log | 3.2394 | 460 | 0.9340 | 0.6369 | 0.9340 | 0.9665 |
282
+ | No log | 3.2535 | 462 | 1.0673 | 0.6554 | 1.0673 | 1.0331 |
283
+ | No log | 3.2676 | 464 | 1.0102 | 0.6341 | 1.0102 | 1.0051 |
284
+ | No log | 3.2817 | 466 | 0.8466 | 0.6795 | 0.8466 | 0.9201 |
285
+ | No log | 3.2958 | 468 | 0.7423 | 0.7194 | 0.7423 | 0.8615 |
286
+ | No log | 3.3099 | 470 | 0.7499 | 0.7259 | 0.7499 | 0.8660 |
287
+ | No log | 3.3239 | 472 | 0.8142 | 0.6870 | 0.8142 | 0.9023 |
288
+ | No log | 3.3380 | 474 | 0.8775 | 0.6667 | 0.8775 | 0.9368 |
289
+ | No log | 3.3521 | 476 | 0.9104 | 0.6835 | 0.9104 | 0.9542 |
290
+ | No log | 3.3662 | 478 | 1.0112 | 0.6627 | 1.0112 | 1.0056 |
291
+ | No log | 3.3803 | 480 | 1.0261 | 0.6627 | 1.0261 | 1.0130 |
292
+ | No log | 3.3944 | 482 | 0.9375 | 0.6708 | 0.9375 | 0.9682 |
293
+ | No log | 3.4085 | 484 | 0.8628 | 0.6812 | 0.8628 | 0.9289 |
294
+ | No log | 3.4225 | 486 | 0.8253 | 0.6769 | 0.8253 | 0.9084 |
295
+ | No log | 3.4366 | 488 | 0.7833 | 0.6512 | 0.7833 | 0.8850 |
296
+ | No log | 3.4507 | 490 | 0.7329 | 0.7246 | 0.7329 | 0.8561 |
297
+ | No log | 3.4648 | 492 | 0.6724 | 0.7246 | 0.6724 | 0.8200 |
298
+ | No log | 3.4789 | 494 | 0.6104 | 0.7917 | 0.6104 | 0.7813 |
299
+ | No log | 3.4930 | 496 | 0.6171 | 0.7613 | 0.6171 | 0.7855 |
300
+ | No log | 3.5070 | 498 | 0.7663 | 0.7453 | 0.7663 | 0.8754 |
301
+ | 0.4825 | 3.5211 | 500 | 0.8382 | 0.7308 | 0.8382 | 0.9155 |
302
+ | 0.4825 | 3.5352 | 502 | 0.8454 | 0.7226 | 0.8454 | 0.9195 |
303
+ | 0.4825 | 3.5493 | 504 | 0.7908 | 0.6939 | 0.7908 | 0.8893 |
304
+ | 0.4825 | 3.5634 | 506 | 0.7962 | 0.6716 | 0.7962 | 0.8923 |
305
+ | 0.4825 | 3.5775 | 508 | 0.9049 | 0.6471 | 0.9049 | 0.9512 |
306
+ | 0.4825 | 3.5915 | 510 | 1.1214 | 0.6143 | 1.1214 | 1.0590 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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308
 
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  ### Framework versions