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Arabic_FineTuningAraBERT_AugV0_k20_task1_organization_fold1

Text Classification
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Safetensors
bert
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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: Arabic_FineTuningAraBERT_AugV0_k20_task1_organization_fold0
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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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- # Arabic_FineTuningAraBERT_AugV0_k20_task1_organization_fold0
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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: 0.6972
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- - Qwk: 0.6673
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- - Mse: 0.6972
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- - Rmse: 0.8350
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  ## Model description
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@@ -47,628 +47,553 @@ 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 | 0.0161 | 2 | 4.9275 | 0.0334 | 4.9275 | 2.2198 |
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- | No log | 0.0323 | 4 | 2.7531 | 0.1161 | 2.7531 | 1.6593 |
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- | No log | 0.0484 | 6 | 2.0009 | 0.0696 | 2.0009 | 1.4145 |
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- | No log | 0.0645 | 8 | 1.6059 | 0.0443 | 1.6059 | 1.2672 |
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- | No log | 0.0806 | 10 | 1.3422 | 0.1621 | 1.3422 | 1.1585 |
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- | No log | 0.0968 | 12 | 1.3656 | 0.1873 | 1.3656 | 1.1686 |
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- | No log | 0.1129 | 14 | 1.4411 | 0.2472 | 1.4411 | 1.2004 |
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- | No log | 0.1290 | 16 | 1.4777 | 0.1348 | 1.4777 | 1.2156 |
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- | No log | 0.1452 | 18 | 1.4256 | 0.0801 | 1.4256 | 1.1940 |
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- | No log | 0.1613 | 20 | 1.3749 | 0.1600 | 1.3749 | 1.1726 |
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- | No log | 0.1774 | 22 | 1.3716 | 0.1873 | 1.3716 | 1.1711 |
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- | No log | 0.1935 | 24 | 1.3145 | 0.1873 | 1.3145 | 1.1465 |
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- | No log | 0.2097 | 26 | 1.3198 | 0.0801 | 1.3198 | 1.1488 |
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- | No log | 0.2258 | 28 | 1.3161 | 0.0801 | 1.3161 | 1.1472 |
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- | No log | 0.2419 | 30 | 1.2545 | 0.1600 | 1.2545 | 1.1200 |
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- | No log | 0.2581 | 32 | 1.1904 | 0.2278 | 1.1904 | 1.0910 |
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- | No log | 0.2742 | 34 | 1.0936 | 0.3119 | 1.0936 | 1.0458 |
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- | No log | 0.2903 | 36 | 0.9712 | 0.4825 | 0.9712 | 0.9855 |
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- | No log | 0.3065 | 38 | 0.9839 | 0.5251 | 0.9839 | 0.9919 |
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- | No log | 0.3226 | 40 | 1.1164 | 0.5205 | 1.1164 | 1.0566 |
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- | No log | 0.3387 | 42 | 1.1724 | 0.5214 | 1.1724 | 1.0828 |
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- | No log | 0.3548 | 44 | 1.2026 | 0.4283 | 1.2026 | 1.0966 |
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- | No log | 0.3710 | 46 | 1.1517 | 0.4283 | 1.1517 | 1.0732 |
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- | No log | 0.3871 | 48 | 1.0598 | 0.5995 | 1.0598 | 1.0295 |
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- | No log | 0.4032 | 50 | 0.9682 | 0.6030 | 0.9682 | 0.9840 |
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- | No log | 0.4194 | 52 | 0.9581 | 0.6030 | 0.9581 | 0.9788 |
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- | No log | 0.4355 | 54 | 0.9611 | 0.5430 | 0.9611 | 0.9804 |
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- | No log | 0.4516 | 56 | 0.9665 | 0.5430 | 0.9665 | 0.9831 |
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- | No log | 0.4677 | 58 | 1.0911 | 0.5759 | 1.0911 | 1.0446 |
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- | No log | 0.4839 | 60 | 1.0489 | 0.5410 | 1.0489 | 1.0242 |
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- | No log | 0.5 | 62 | 0.9923 | 0.4848 | 0.9923 | 0.9961 |
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- | No log | 0.5161 | 64 | 0.9403 | 0.4848 | 0.9403 | 0.9697 |
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- | No log | 0.5323 | 66 | 0.9593 | 0.5844 | 0.9593 | 0.9794 |
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- | No log | 0.5484 | 68 | 1.0797 | 0.5910 | 1.0797 | 1.0391 |
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- | No log | 0.5645 | 70 | 1.1833 | 0.5180 | 1.1833 | 1.0878 |
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- | No log | 0.5806 | 72 | 1.2010 | 0.5837 | 1.2010 | 1.0959 |
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- | No log | 0.5968 | 74 | 1.1484 | 0.5869 | 1.1484 | 1.0716 |
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- | No log | 0.6129 | 76 | 1.0376 | 0.6044 | 1.0376 | 1.0186 |
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- | No log | 0.6290 | 78 | 0.8918 | 0.6564 | 0.8918 | 0.9444 |
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- | No log | 0.6452 | 80 | 0.9082 | 0.6369 | 0.9082 | 0.9530 |
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- | No log | 0.6613 | 82 | 1.0297 | 0.6085 | 1.0297 | 1.0147 |
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- | No log | 0.6774 | 84 | 1.2059 | 0.5784 | 1.2059 | 1.0981 |
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- | No log | 0.6935 | 86 | 1.1145 | 0.5918 | 1.1145 | 1.0557 |
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- | No log | 0.7097 | 88 | 0.9054 | 0.6044 | 0.9054 | 0.9515 |
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- | No log | 0.7258 | 90 | 0.7903 | 0.6266 | 0.7903 | 0.8890 |
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- | No log | 0.7419 | 92 | 0.8298 | 0.6161 | 0.8298 | 0.9109 |
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- | No log | 0.7581 | 94 | 0.8843 | 0.5556 | 0.8843 | 0.9404 |
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- | No log | 0.7742 | 96 | 0.8916 | 0.5556 | 0.8916 | 0.9442 |
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- | No log | 0.7903 | 98 | 1.0001 | 0.5366 | 1.0001 | 1.0000 |
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- | No log | 0.8065 | 100 | 1.0036 | 0.5366 | 1.0036 | 1.0018 |
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- | No log | 0.8226 | 102 | 0.8934 | 0.5556 | 0.8934 | 0.9452 |
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- | No log | 0.8387 | 104 | 0.9071 | 0.5896 | 0.9071 | 0.9524 |
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- | No log | 0.8548 | 106 | 0.8508 | 0.6078 | 0.8508 | 0.9224 |
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- | No log | 0.8710 | 108 | 0.8894 | 0.6085 | 0.8894 | 0.9431 |
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- | No log | 0.8871 | 110 | 0.9842 | 0.6085 | 0.9842 | 0.9921 |
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- | No log | 0.9032 | 112 | 1.1132 | 0.6182 | 1.1132 | 1.0551 |
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- | No log | 0.9194 | 114 | 1.0953 | 0.5204 | 1.0953 | 1.0466 |
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- | No log | 0.9355 | 116 | 1.0705 | 0.6147 | 1.0705 | 1.0346 |
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- | No log | 0.9516 | 118 | 1.1193 | 0.6164 | 1.1193 | 1.0580 |
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- | No log | 0.9677 | 120 | 1.2190 | 0.5823 | 1.2190 | 1.1041 |
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- | No log | 0.9839 | 122 | 1.1654 | 0.5166 | 1.1654 | 1.0795 |
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- | No log | 1.0 | 124 | 0.9746 | 0.5177 | 0.9746 | 0.9872 |
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- | No log | 1.0161 | 126 | 0.8523 | 0.6115 | 0.8523 | 0.9232 |
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- | No log | 1.0323 | 128 | 0.8818 | 0.6115 | 0.8818 | 0.9390 |
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- | No log | 1.0484 | 130 | 0.9525 | 0.5177 | 0.9525 | 0.9760 |
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- | No log | 1.0645 | 132 | 1.0953 | 0.5679 | 1.0953 | 1.0466 |
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- | No log | 1.0806 | 134 | 1.0567 | 0.5679 | 1.0567 | 1.0279 |
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- | No log | 1.0968 | 136 | 1.0541 | 0.5679 | 1.0541 | 1.0267 |
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- | No log | 1.1129 | 138 | 1.1552 | 0.5679 | 1.1552 | 1.0748 |
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- | No log | 1.1290 | 140 | 0.9550 | 0.5366 | 0.9550 | 0.9772 |
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- | No log | 1.1452 | 142 | 0.7977 | 0.6115 | 0.7977 | 0.8932 |
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- | No log | 1.1613 | 144 | 0.8437 | 0.5769 | 0.8437 | 0.9185 |
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- | No log | 1.1774 | 146 | 1.0806 | 0.4793 | 1.0806 | 1.0395 |
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- | No log | 1.1935 | 148 | 1.2819 | 0.4606 | 1.2819 | 1.1322 |
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- | No log | 1.2097 | 150 | 1.3910 | 0.4624 | 1.3910 | 1.1794 |
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- | No log | 1.2258 | 152 | 1.2040 | 0.4606 | 1.2040 | 1.0973 |
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- | No log | 1.2419 | 154 | 0.9929 | 0.5177 | 0.9929 | 0.9964 |
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- | No log | 1.2581 | 156 | 0.8602 | 0.5556 | 0.8602 | 0.9275 |
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- | No log | 1.2742 | 158 | 0.7308 | 0.6890 | 0.7308 | 0.8549 |
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- | No log | 1.2903 | 160 | 0.8017 | 0.5965 | 0.8017 | 0.8954 |
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- | No log | 1.3065 | 162 | 1.0498 | 0.5166 | 1.0498 | 1.0246 |
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- | No log | 1.3226 | 164 | 1.2243 | 0.5166 | 1.2243 | 1.1065 |
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- | No log | 1.3387 | 166 | 1.2711 | 0.4983 | 1.2711 | 1.1274 |
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- | No log | 1.3548 | 168 | 1.1743 | 0.5177 | 1.1743 | 1.0836 |
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- | No log | 1.3710 | 170 | 1.0950 | 0.5177 | 1.0950 | 1.0464 |
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- | No log | 1.3871 | 172 | 0.9125 | 0.5933 | 0.9125 | 0.9552 |
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- | No log | 1.4032 | 174 | 0.7859 | 0.6678 | 0.7859 | 0.8865 |
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- | No log | 1.4194 | 176 | 0.8211 | 0.5980 | 0.8211 | 0.9061 |
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- | No log | 1.4355 | 178 | 0.9867 | 0.5714 | 0.9867 | 0.9933 |
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- | No log | 1.4516 | 180 | 1.1009 | 0.5177 | 1.1009 | 1.0492 |
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- | No log | 1.4677 | 182 | 1.0624 | 0.5177 | 1.0624 | 1.0307 |
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- | No log | 1.4839 | 184 | 0.9240 | 0.4810 | 0.9240 | 0.9612 |
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- | No log | 1.5 | 186 | 0.8086 | 0.6011 | 0.8086 | 0.8992 |
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- | No log | 1.5161 | 188 | 0.8376 | 0.5312 | 0.8376 | 0.9152 |
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- | No log | 1.5323 | 190 | 0.8688 | 0.6011 | 0.8688 | 0.9321 |
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- | No log | 1.5484 | 192 | 0.8932 | 0.5532 | 0.8932 | 0.9451 |
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- | No log | 1.5645 | 194 | 0.9098 | 0.5503 | 0.9098 | 0.9538 |
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- | No log | 1.5806 | 196 | 0.9649 | 0.5276 | 0.9649 | 0.9823 |
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- | No log | 1.5968 | 198 | 0.9782 | 0.5273 | 0.9782 | 0.9890 |
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- | No log | 1.6129 | 200 | 0.9131 | 0.6119 | 0.9131 | 0.9556 |
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- | No log | 1.6290 | 202 | 0.8053 | 0.6023 | 0.8053 | 0.8974 |
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- | No log | 1.6452 | 204 | 0.8605 | 0.6253 | 0.8605 | 0.9276 |
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- | No log | 1.6613 | 206 | 0.9239 | 0.5714 | 0.9239 | 0.9612 |
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- | No log | 1.6774 | 208 | 0.8684 | 0.5366 | 0.8684 | 0.9319 |
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- | No log | 1.6935 | 210 | 0.8590 | 0.5366 | 0.8590 | 0.9268 |
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- | No log | 1.7097 | 212 | 1.0293 | 0.5177 | 1.0293 | 1.0145 |
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- | No log | 1.7258 | 214 | 1.1418 | 0.5341 | 1.1418 | 1.0685 |
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- | No log | 1.7419 | 216 | 1.0190 | 0.5177 | 1.0190 | 1.0094 |
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- | No log | 1.7581 | 218 | 0.8731 | 0.5385 | 0.8731 | 0.9344 |
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- | No log | 1.7742 | 220 | 0.9771 | 0.4397 | 0.9771 | 0.9885 |
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- | No log | 1.7903 | 222 | 1.1543 | 0.4397 | 1.1543 | 1.0744 |
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- | No log | 1.8065 | 224 | 1.1682 | 0.4397 | 1.1682 | 1.0809 |
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- | No log | 1.8226 | 226 | 1.3478 | 0.4415 | 1.3478 | 1.1609 |
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- | No log | 1.8387 | 228 | 1.4927 | 0.4460 | 1.4927 | 1.2218 |
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- | No log | 1.8548 | 230 | 1.2864 | 0.4787 | 1.2864 | 1.1342 |
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- | No log | 1.8710 | 232 | 0.9033 | 0.4991 | 0.9033 | 0.9504 |
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- | No log | 1.8871 | 234 | 0.7768 | 0.6407 | 0.7768 | 0.8814 |
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- | No log | 1.9032 | 236 | 0.8470 | 0.5804 | 0.8470 | 0.9203 |
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- | No log | 1.9194 | 238 | 0.9578 | 0.4991 | 0.9578 | 0.9787 |
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- | No log | 1.9355 | 240 | 1.0554 | 0.4991 | 1.0554 | 1.0274 |
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- | No log | 1.9516 | 242 | 0.9508 | 0.5573 | 0.9508 | 0.9751 |
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- | No log | 1.9677 | 244 | 0.8528 | 0.5769 | 0.8528 | 0.9235 |
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- | No log | 1.9839 | 246 | 0.8211 | 0.6407 | 0.8211 | 0.9061 |
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- | No log | 2.0 | 248 | 0.8783 | 0.5804 | 0.8783 | 0.9372 |
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- | No log | 2.0161 | 250 | 0.8920 | 0.5804 | 0.8920 | 0.9445 |
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- | No log | 2.0323 | 252 | 0.9721 | 0.5573 | 0.9721 | 0.9860 |
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- | No log | 2.0484 | 254 | 0.9546 | 0.5573 | 0.9546 | 0.9770 |
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- | No log | 2.0645 | 256 | 0.9619 | 0.5188 | 0.9619 | 0.9808 |
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- | No log | 2.0806 | 258 | 0.8735 | 0.6407 | 0.8735 | 0.9346 |
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- | No log | 2.0968 | 260 | 0.8766 | 0.6545 | 0.8766 | 0.9363 |
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- | No log | 2.1129 | 262 | 0.8907 | 0.6545 | 0.8907 | 0.9438 |
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- | No log | 2.1290 | 264 | 1.0180 | 0.4210 | 1.0180 | 1.0090 |
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- | No log | 2.1452 | 266 | 1.0260 | 0.4408 | 1.0260 | 1.0129 |
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- | No log | 2.1613 | 268 | 1.0615 | 0.4011 | 1.0615 | 1.0303 |
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- | No log | 2.1774 | 270 | 0.9809 | 0.5188 | 0.9809 | 0.9904 |
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- | No log | 2.1935 | 272 | 0.8676 | 0.6545 | 0.8676 | 0.9315 |
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- | No log | 2.2097 | 274 | 0.8135 | 0.6610 | 0.8135 | 0.9020 |
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- | No log | 2.2258 | 276 | 0.8957 | 0.6407 | 0.8957 | 0.9464 |
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- | No log | 2.2419 | 278 | 1.0412 | 0.4011 | 1.0412 | 1.0204 |
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- | No log | 2.2581 | 280 | 1.0978 | 0.4011 | 1.0978 | 1.0478 |
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- | No log | 2.2742 | 282 | 1.0221 | 0.4011 | 1.0221 | 1.0110 |
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- | No log | 2.2903 | 284 | 0.9337 | 0.5769 | 0.9337 | 0.9663 |
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- | No log | 2.3065 | 286 | 0.8550 | 0.6469 | 0.8550 | 0.9247 |
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- | No log | 2.3226 | 288 | 0.7893 | 0.6969 | 0.7893 | 0.8884 |
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- | No log | 2.3387 | 290 | 0.8303 | 0.6257 | 0.8303 | 0.9112 |
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- | No log | 2.3548 | 292 | 0.9098 | 0.6257 | 0.9098 | 0.9538 |
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- | No log | 2.3710 | 294 | 0.9249 | 0.6257 | 0.9249 | 0.9617 |
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- | No log | 2.3871 | 296 | 0.9495 | 0.6257 | 0.9495 | 0.9744 |
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- | No log | 2.4032 | 298 | 0.8642 | 0.6257 | 0.8642 | 0.9296 |
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- | No log | 2.4194 | 300 | 0.8461 | 0.6610 | 0.8461 | 0.9198 |
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- | No log | 2.4355 | 302 | 0.9493 | 0.6115 | 0.9493 | 0.9743 |
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- | No log | 2.4516 | 304 | 0.9623 | 0.6115 | 0.9623 | 0.9809 |
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- | No log | 2.4677 | 306 | 0.9407 | 0.6115 | 0.9407 | 0.9699 |
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- | No log | 2.4839 | 308 | 0.7696 | 0.6115 | 0.7696 | 0.8773 |
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- | No log | 2.5 | 310 | 0.6558 | 0.7511 | 0.6558 | 0.8098 |
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- | No log | 2.5161 | 312 | 0.5793 | 0.7614 | 0.5793 | 0.7611 |
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- | No log | 2.5323 | 314 | 0.5913 | 0.7614 | 0.5913 | 0.7690 |
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- | No log | 2.5484 | 316 | 0.6956 | 0.6161 | 0.6956 | 0.8340 |
210
- | No log | 2.5645 | 318 | 0.7612 | 0.6115 | 0.7612 | 0.8725 |
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- | No log | 2.5806 | 320 | 0.8276 | 0.5769 | 0.8276 | 0.9097 |
212
- | No log | 2.5968 | 322 | 0.7538 | 0.6115 | 0.7538 | 0.8682 |
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- | No log | 2.6129 | 324 | 0.6719 | 0.6161 | 0.6719 | 0.8197 |
214
- | No log | 2.6290 | 326 | 0.6557 | 0.7211 | 0.6557 | 0.8098 |
215
- | No log | 2.6452 | 328 | 0.6541 | 0.7211 | 0.6541 | 0.8088 |
216
- | No log | 2.6613 | 330 | 0.7116 | 0.6610 | 0.7116 | 0.8436 |
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- | No log | 2.6774 | 332 | 0.8372 | 0.6046 | 0.8372 | 0.9150 |
218
- | No log | 2.6935 | 334 | 0.9860 | 0.5417 | 0.9860 | 0.9930 |
219
- | No log | 2.7097 | 336 | 0.9835 | 0.5440 | 0.9835 | 0.9917 |
220
- | No log | 2.7258 | 338 | 0.9625 | 0.5417 | 0.9625 | 0.9811 |
221
- | No log | 2.7419 | 340 | 0.8715 | 0.6545 | 0.8715 | 0.9335 |
222
- | No log | 2.7581 | 342 | 0.7387 | 0.6545 | 0.7387 | 0.8595 |
223
- | No log | 2.7742 | 344 | 0.6214 | 0.7705 | 0.6214 | 0.7883 |
224
- | No log | 2.7903 | 346 | 0.6053 | 0.7979 | 0.6053 | 0.7780 |
225
- | No log | 2.8065 | 348 | 0.6151 | 0.8091 | 0.6151 | 0.7843 |
226
- | No log | 2.8226 | 350 | 0.6784 | 0.6435 | 0.6784 | 0.8236 |
227
- | No log | 2.8387 | 352 | 0.8334 | 0.6115 | 0.8334 | 0.9129 |
228
- | No log | 2.8548 | 354 | 1.0613 | 0.5174 | 1.0613 | 1.0302 |
229
- | No log | 2.8710 | 356 | 1.0450 | 0.5174 | 1.0450 | 1.0223 |
230
- | No log | 2.8871 | 358 | 0.8561 | 0.6115 | 0.8561 | 0.9253 |
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- | No log | 2.9032 | 360 | 0.6936 | 0.7789 | 0.6936 | 0.8328 |
232
- | No log | 2.9194 | 362 | 0.6780 | 0.8091 | 0.6780 | 0.8234 |
233
- | No log | 2.9355 | 364 | 0.6938 | 0.7789 | 0.6938 | 0.8330 |
234
- | No log | 2.9516 | 366 | 0.7663 | 0.6972 | 0.7663 | 0.8754 |
235
- | No log | 2.9677 | 368 | 0.8853 | 0.5174 | 0.8853 | 0.9409 |
236
- | No log | 2.9839 | 370 | 1.0204 | 0.5174 | 1.0204 | 1.0102 |
237
- | No log | 3.0 | 372 | 1.0837 | 0.5174 | 1.0837 | 1.0410 |
238
- | No log | 3.0161 | 374 | 0.9273 | 0.5174 | 0.9273 | 0.9630 |
239
- | No log | 3.0323 | 376 | 0.6873 | 0.6673 | 0.6873 | 0.8290 |
240
- | No log | 3.0484 | 378 | 0.6503 | 0.8011 | 0.6503 | 0.8064 |
241
- | No log | 3.0645 | 380 | 0.7259 | 0.6610 | 0.7259 | 0.8520 |
242
- | No log | 3.0806 | 382 | 0.8476 | 0.6161 | 0.8476 | 0.9206 |
243
- | No log | 3.0968 | 384 | 0.9369 | 0.5556 | 0.9369 | 0.9679 |
244
- | No log | 3.1129 | 386 | 0.9290 | 0.5556 | 0.9290 | 0.9638 |
245
- | No log | 3.1290 | 388 | 0.8382 | 0.6115 | 0.8382 | 0.9155 |
246
- | No log | 3.1452 | 390 | 0.7405 | 0.6740 | 0.7405 | 0.8605 |
247
- | No log | 3.1613 | 392 | 0.6719 | 0.6740 | 0.6719 | 0.8197 |
248
- | No log | 3.1774 | 394 | 0.6752 | 0.6673 | 0.6752 | 0.8217 |
249
- | No log | 3.1935 | 396 | 0.6842 | 0.6673 | 0.6842 | 0.8272 |
250
- | No log | 3.2097 | 398 | 0.7589 | 0.6673 | 0.7589 | 0.8712 |
251
- | No log | 3.2258 | 400 | 0.8067 | 0.6673 | 0.8067 | 0.8981 |
252
- | No log | 3.2419 | 402 | 0.7810 | 0.6673 | 0.7810 | 0.8837 |
253
- | No log | 3.2581 | 404 | 0.7103 | 0.6673 | 0.7103 | 0.8428 |
254
- | No log | 3.2742 | 406 | 0.7156 | 0.6673 | 0.7156 | 0.8459 |
255
- | No log | 3.2903 | 408 | 0.7613 | 0.6673 | 0.7613 | 0.8726 |
256
- | No log | 3.3065 | 410 | 0.7832 | 0.6673 | 0.7832 | 0.8850 |
257
- | No log | 3.3226 | 412 | 0.7939 | 0.6115 | 0.7939 | 0.8910 |
258
- | No log | 3.3387 | 414 | 0.8272 | 0.6115 | 0.8272 | 0.9095 |
259
- | No log | 3.3548 | 416 | 0.7881 | 0.7211 | 0.7881 | 0.8877 |
260
- | No log | 3.3710 | 418 | 0.7370 | 0.7211 | 0.7370 | 0.8585 |
261
- | No log | 3.3871 | 420 | 0.6754 | 0.7412 | 0.6754 | 0.8218 |
262
- | No log | 3.4032 | 422 | 0.6835 | 0.7211 | 0.6835 | 0.8267 |
263
- | No log | 3.4194 | 424 | 0.7550 | 0.6673 | 0.7550 | 0.8689 |
264
- | No log | 3.4355 | 426 | 0.7600 | 0.6673 | 0.7600 | 0.8718 |
265
- | No log | 3.4516 | 428 | 0.7698 | 0.6673 | 0.7698 | 0.8774 |
266
- | No log | 3.4677 | 430 | 0.7652 | 0.6673 | 0.7652 | 0.8747 |
267
- | No log | 3.4839 | 432 | 0.8852 | 0.6115 | 0.8852 | 0.9408 |
268
- | No log | 3.5 | 434 | 0.9539 | 0.5714 | 0.9539 | 0.9767 |
269
- | No log | 3.5161 | 436 | 0.9130 | 0.5714 | 0.9130 | 0.9555 |
270
- | No log | 3.5323 | 438 | 0.8048 | 0.6673 | 0.8048 | 0.8971 |
271
- | No log | 3.5484 | 440 | 0.7395 | 0.6673 | 0.7395 | 0.8600 |
272
- | No log | 3.5645 | 442 | 0.7999 | 0.6115 | 0.7999 | 0.8944 |
273
- | No log | 3.5806 | 444 | 0.9302 | 0.6115 | 0.9302 | 0.9645 |
274
- | No log | 3.5968 | 446 | 0.9160 | 0.6115 | 0.9160 | 0.9571 |
275
- | No log | 3.6129 | 448 | 0.7973 | 0.6115 | 0.7973 | 0.8929 |
276
- | No log | 3.6290 | 450 | 0.7059 | 0.7123 | 0.7059 | 0.8402 |
277
- | No log | 3.6452 | 452 | 0.7187 | 0.6673 | 0.7187 | 0.8478 |
278
- | No log | 3.6613 | 454 | 0.8118 | 0.6115 | 0.8118 | 0.9010 |
279
- | No log | 3.6774 | 456 | 0.8449 | 0.6115 | 0.8449 | 0.9192 |
280
- | No log | 3.6935 | 458 | 0.8946 | 0.5556 | 0.8946 | 0.9459 |
281
- | No log | 3.7097 | 460 | 0.8507 | 0.6115 | 0.8507 | 0.9223 |
282
- | No log | 3.7258 | 462 | 0.7837 | 0.6673 | 0.7837 | 0.8853 |
283
- | No log | 3.7419 | 464 | 0.7601 | 0.6673 | 0.7601 | 0.8718 |
284
- | No log | 3.7581 | 466 | 0.6593 | 0.6972 | 0.6593 | 0.8120 |
285
- | No log | 3.7742 | 468 | 0.6348 | 0.7153 | 0.6348 | 0.7968 |
286
- | No log | 3.7903 | 470 | 0.6486 | 0.6972 | 0.6486 | 0.8054 |
287
- | No log | 3.8065 | 472 | 0.6129 | 0.7688 | 0.6129 | 0.7829 |
288
- | No log | 3.8226 | 474 | 0.6159 | 0.7688 | 0.6159 | 0.7848 |
289
- | No log | 3.8387 | 476 | 0.6602 | 0.6972 | 0.6602 | 0.8125 |
290
- | No log | 3.8548 | 478 | 0.7046 | 0.6972 | 0.7046 | 0.8394 |
291
- | No log | 3.8710 | 480 | 0.7604 | 0.6673 | 0.7604 | 0.8720 |
292
- | No log | 3.8871 | 482 | 0.7338 | 0.6673 | 0.7338 | 0.8566 |
293
- | No log | 3.9032 | 484 | 0.6555 | 0.6972 | 0.6555 | 0.8096 |
294
- | No log | 3.9194 | 486 | 0.6069 | 0.8091 | 0.6069 | 0.7790 |
295
- | No log | 3.9355 | 488 | 0.6127 | 0.8091 | 0.6127 | 0.7828 |
296
- | No log | 3.9516 | 490 | 0.6438 | 0.8158 | 0.6438 | 0.8024 |
297
- | No log | 3.9677 | 492 | 0.7249 | 0.6972 | 0.7249 | 0.8514 |
298
- | No log | 3.9839 | 494 | 0.7494 | 0.6972 | 0.7494 | 0.8657 |
299
- | No log | 4.0 | 496 | 0.7065 | 0.6972 | 0.7065 | 0.8405 |
300
- | No log | 4.0161 | 498 | 0.6796 | 0.6972 | 0.6796 | 0.8244 |
301
- | 0.2916 | 4.0323 | 500 | 0.6274 | 0.7153 | 0.6274 | 0.7921 |
302
- | 0.2916 | 4.0484 | 502 | 0.6281 | 0.7153 | 0.6281 | 0.7925 |
303
- | 0.2916 | 4.0645 | 504 | 0.6922 | 0.6673 | 0.6922 | 0.8320 |
304
- | 0.2916 | 4.0806 | 506 | 0.6844 | 0.6673 | 0.6844 | 0.8273 |
305
- | 0.2916 | 4.0968 | 508 | 0.5944 | 0.7417 | 0.5944 | 0.7709 |
306
- | 0.2916 | 4.1129 | 510 | 0.5673 | 0.8011 | 0.5673 | 0.7532 |
307
- | 0.2916 | 4.1290 | 512 | 0.6069 | 0.8011 | 0.6069 | 0.7790 |
308
- | 0.2916 | 4.1452 | 514 | 0.7113 | 0.6740 | 0.7113 | 0.8434 |
309
- | 0.2916 | 4.1613 | 516 | 0.7396 | 0.6740 | 0.7396 | 0.8600 |
310
- | 0.2916 | 4.1774 | 518 | 0.7109 | 0.7211 | 0.7109 | 0.8432 |
311
- | 0.2916 | 4.1935 | 520 | 0.6640 | 0.7211 | 0.6640 | 0.8149 |
312
- | 0.2916 | 4.2097 | 522 | 0.6778 | 0.7211 | 0.6778 | 0.8233 |
313
- | 0.2916 | 4.2258 | 524 | 0.6706 | 0.7211 | 0.6706 | 0.8189 |
314
- | 0.2916 | 4.2419 | 526 | 0.6674 | 0.6740 | 0.6674 | 0.8169 |
315
- | 0.2916 | 4.2581 | 528 | 0.7052 | 0.6485 | 0.7052 | 0.8398 |
316
- | 0.2916 | 4.2742 | 530 | 0.7242 | 0.6485 | 0.7242 | 0.8510 |
317
- | 0.2916 | 4.2903 | 532 | 0.6444 | 0.7230 | 0.6444 | 0.8027 |
318
- | 0.2916 | 4.3065 | 534 | 0.6171 | 0.7230 | 0.6171 | 0.7856 |
319
- | 0.2916 | 4.3226 | 536 | 0.6614 | 0.7071 | 0.6614 | 0.8133 |
320
- | 0.2916 | 4.3387 | 538 | 0.7015 | 0.7338 | 0.7015 | 0.8376 |
321
- | 0.2916 | 4.3548 | 540 | 0.6857 | 0.7338 | 0.6857 | 0.8281 |
322
- | 0.2916 | 4.3710 | 542 | 0.7121 | 0.7338 | 0.7121 | 0.8439 |
323
- | 0.2916 | 4.3871 | 544 | 0.7719 | 0.7338 | 0.7719 | 0.8786 |
324
- | 0.2916 | 4.4032 | 546 | 0.8082 | 0.6667 | 0.8082 | 0.8990 |
325
- | 0.2916 | 4.4194 | 548 | 0.8662 | 0.5855 | 0.8662 | 0.9307 |
326
- | 0.2916 | 4.4355 | 550 | 0.8265 | 0.5366 | 0.8265 | 0.9091 |
327
- | 0.2916 | 4.4516 | 552 | 0.8156 | 0.5366 | 0.8156 | 0.9031 |
328
- | 0.2916 | 4.4677 | 554 | 0.7616 | 0.6485 | 0.7616 | 0.8727 |
329
- | 0.2916 | 4.4839 | 556 | 0.7345 | 0.6673 | 0.7345 | 0.8571 |
330
- | 0.2916 | 4.5 | 558 | 0.7930 | 0.6673 | 0.7930 | 0.8905 |
331
- | 0.2916 | 4.5161 | 560 | 0.8729 | 0.6485 | 0.8729 | 0.9343 |
332
- | 0.2916 | 4.5323 | 562 | 0.8255 | 0.6673 | 0.8255 | 0.9086 |
333
- | 0.2916 | 4.5484 | 564 | 0.7350 | 0.6673 | 0.7350 | 0.8573 |
334
- | 0.2916 | 4.5645 | 566 | 0.7112 | 0.6673 | 0.7112 | 0.8433 |
335
- | 0.2916 | 4.5806 | 568 | 0.7380 | 0.6673 | 0.7380 | 0.8591 |
336
- | 0.2916 | 4.5968 | 570 | 0.8362 | 0.6673 | 0.8362 | 0.9144 |
337
- | 0.2916 | 4.6129 | 572 | 0.8343 | 0.6673 | 0.8343 | 0.9134 |
338
- | 0.2916 | 4.6290 | 574 | 0.7777 | 0.6673 | 0.7777 | 0.8819 |
339
- | 0.2916 | 4.6452 | 576 | 0.8392 | 0.6673 | 0.8392 | 0.9161 |
340
- | 0.2916 | 4.6613 | 578 | 0.8323 | 0.6673 | 0.8323 | 0.9123 |
341
- | 0.2916 | 4.6774 | 580 | 0.8223 | 0.6115 | 0.8223 | 0.9068 |
342
- | 0.2916 | 4.6935 | 582 | 0.7287 | 0.6673 | 0.7287 | 0.8537 |
343
- | 0.2916 | 4.7097 | 584 | 0.7018 | 0.6673 | 0.7018 | 0.8377 |
344
- | 0.2916 | 4.7258 | 586 | 0.7546 | 0.6673 | 0.7546 | 0.8687 |
345
- | 0.2916 | 4.7419 | 588 | 0.7760 | 0.6673 | 0.7760 | 0.8809 |
346
- | 0.2916 | 4.7581 | 590 | 0.8606 | 0.7071 | 0.8606 | 0.9277 |
347
- | 0.2916 | 4.7742 | 592 | 0.8596 | 0.7071 | 0.8596 | 0.9272 |
348
- | 0.2916 | 4.7903 | 594 | 0.8082 | 0.7071 | 0.8082 | 0.8990 |
349
- | 0.2916 | 4.8065 | 596 | 0.7694 | 0.6673 | 0.7694 | 0.8771 |
350
- | 0.2916 | 4.8226 | 598 | 0.7434 | 0.6673 | 0.7434 | 0.8622 |
351
- | 0.2916 | 4.8387 | 600 | 0.7413 | 0.6673 | 0.7413 | 0.8610 |
352
- | 0.2916 | 4.8548 | 602 | 0.7312 | 0.6673 | 0.7312 | 0.8551 |
353
- | 0.2916 | 4.8710 | 604 | 0.7616 | 0.6349 | 0.7616 | 0.8727 |
354
- | 0.2916 | 4.8871 | 606 | 0.7096 | 0.6673 | 0.7096 | 0.8424 |
355
- | 0.2916 | 4.9032 | 608 | 0.7086 | 0.6673 | 0.7086 | 0.8418 |
356
- | 0.2916 | 4.9194 | 610 | 0.6848 | 0.7071 | 0.6848 | 0.8275 |
357
- | 0.2916 | 4.9355 | 612 | 0.5992 | 0.7508 | 0.5992 | 0.7741 |
358
- | 0.2916 | 4.9516 | 614 | 0.5752 | 0.7508 | 0.5752 | 0.7584 |
359
- | 0.2916 | 4.9677 | 616 | 0.6040 | 0.7838 | 0.6040 | 0.7772 |
360
- | 0.2916 | 4.9839 | 618 | 0.6197 | 0.7838 | 0.6197 | 0.7872 |
361
- | 0.2916 | 5.0 | 620 | 0.6389 | 0.7590 | 0.6389 | 0.7993 |
362
- | 0.2916 | 5.0161 | 622 | 0.6858 | 0.7071 | 0.6858 | 0.8281 |
363
- | 0.2916 | 5.0323 | 624 | 0.6892 | 0.7071 | 0.6892 | 0.8302 |
364
- | 0.2916 | 5.0484 | 626 | 0.7374 | 0.7071 | 0.7374 | 0.8587 |
365
- | 0.2916 | 5.0645 | 628 | 0.8357 | 0.6786 | 0.8357 | 0.9142 |
366
- | 0.2916 | 5.0806 | 630 | 0.8539 | 0.6786 | 0.8539 | 0.9241 |
367
- | 0.2916 | 5.0968 | 632 | 0.7629 | 0.6349 | 0.7629 | 0.8735 |
368
- | 0.2916 | 5.1129 | 634 | 0.6629 | 0.6407 | 0.6629 | 0.8142 |
369
- | 0.2916 | 5.1290 | 636 | 0.6536 | 0.6407 | 0.6536 | 0.8084 |
370
- | 0.2916 | 5.1452 | 638 | 0.7040 | 0.6407 | 0.7040 | 0.8390 |
371
- | 0.2916 | 5.1613 | 640 | 0.7427 | 0.6407 | 0.7427 | 0.8618 |
372
- | 0.2916 | 5.1774 | 642 | 0.8078 | 0.6407 | 0.8078 | 0.8988 |
373
- | 0.2916 | 5.1935 | 644 | 0.8592 | 0.6407 | 0.8592 | 0.9269 |
374
- | 0.2916 | 5.2097 | 646 | 0.8452 | 0.6407 | 0.8452 | 0.9193 |
375
- | 0.2916 | 5.2258 | 648 | 0.7714 | 0.6407 | 0.7714 | 0.8783 |
376
- | 0.2916 | 5.2419 | 650 | 0.6571 | 0.6740 | 0.6571 | 0.8106 |
377
- | 0.2916 | 5.2581 | 652 | 0.6127 | 0.7318 | 0.6127 | 0.7828 |
378
- | 0.2916 | 5.2742 | 654 | 0.6226 | 0.6740 | 0.6226 | 0.7890 |
379
- | 0.2916 | 5.2903 | 656 | 0.6962 | 0.6740 | 0.6962 | 0.8344 |
380
- | 0.2916 | 5.3065 | 658 | 0.8076 | 0.6673 | 0.8076 | 0.8986 |
381
- | 0.2916 | 5.3226 | 660 | 0.8565 | 0.6673 | 0.8565 | 0.9255 |
382
- | 0.2916 | 5.3387 | 662 | 0.9624 | 0.5532 | 0.9624 | 0.9810 |
383
- | 0.2916 | 5.3548 | 664 | 0.9573 | 0.5926 | 0.9573 | 0.9784 |
384
- | 0.2916 | 5.3710 | 666 | 0.8452 | 0.6673 | 0.8452 | 0.9194 |
385
- | 0.2916 | 5.3871 | 668 | 0.6948 | 0.6673 | 0.6948 | 0.8336 |
386
- | 0.2916 | 5.4032 | 670 | 0.6365 | 0.6740 | 0.6365 | 0.7978 |
387
- | 0.2916 | 5.4194 | 672 | 0.6439 | 0.6740 | 0.6439 | 0.8025 |
388
- | 0.2916 | 5.4355 | 674 | 0.6949 | 0.6673 | 0.6949 | 0.8336 |
389
- | 0.2916 | 5.4516 | 676 | 0.7340 | 0.6673 | 0.7340 | 0.8567 |
390
- | 0.2916 | 5.4677 | 678 | 0.7832 | 0.6673 | 0.7832 | 0.8850 |
391
- | 0.2916 | 5.4839 | 680 | 0.8292 | 0.6673 | 0.8292 | 0.9106 |
392
- | 0.2916 | 5.5 | 682 | 0.7992 | 0.6673 | 0.7992 | 0.8940 |
393
- | 0.2916 | 5.5161 | 684 | 0.7193 | 0.6673 | 0.7193 | 0.8481 |
394
- | 0.2916 | 5.5323 | 686 | 0.6317 | 0.6972 | 0.6317 | 0.7948 |
395
- | 0.2916 | 5.5484 | 688 | 0.6067 | 0.7047 | 0.6067 | 0.7789 |
396
- | 0.2916 | 5.5645 | 690 | 0.6195 | 0.6740 | 0.6195 | 0.7871 |
397
- | 0.2916 | 5.5806 | 692 | 0.6754 | 0.6673 | 0.6754 | 0.8218 |
398
- | 0.2916 | 5.5968 | 694 | 0.7571 | 0.6673 | 0.7571 | 0.8701 |
399
- | 0.2916 | 5.6129 | 696 | 0.7595 | 0.6673 | 0.7595 | 0.8715 |
400
- | 0.2916 | 5.6290 | 698 | 0.7609 | 0.6673 | 0.7609 | 0.8723 |
401
- | 0.2916 | 5.6452 | 700 | 0.8099 | 0.6673 | 0.8099 | 0.9000 |
402
- | 0.2916 | 5.6613 | 702 | 0.8650 | 0.5926 | 0.8650 | 0.9300 |
403
- | 0.2916 | 5.6774 | 704 | 0.8617 | 0.6485 | 0.8617 | 0.9283 |
404
- | 0.2916 | 5.6935 | 706 | 0.8062 | 0.6673 | 0.8062 | 0.8979 |
405
- | 0.2916 | 5.7097 | 708 | 0.7404 | 0.6673 | 0.7404 | 0.8605 |
406
- | 0.2916 | 5.7258 | 710 | 0.7175 | 0.6673 | 0.7175 | 0.8471 |
407
- | 0.2916 | 5.7419 | 712 | 0.7310 | 0.6673 | 0.7310 | 0.8550 |
408
- | 0.2916 | 5.7581 | 714 | 0.7247 | 0.6673 | 0.7247 | 0.8513 |
409
- | 0.2916 | 5.7742 | 716 | 0.6879 | 0.6673 | 0.6879 | 0.8294 |
410
- | 0.2916 | 5.7903 | 718 | 0.6805 | 0.6673 | 0.6805 | 0.8249 |
411
- | 0.2916 | 5.8065 | 720 | 0.6940 | 0.6673 | 0.6940 | 0.8331 |
412
- | 0.2916 | 5.8226 | 722 | 0.6825 | 0.6673 | 0.6825 | 0.8261 |
413
- | 0.2916 | 5.8387 | 724 | 0.6989 | 0.6972 | 0.6989 | 0.8360 |
414
- | 0.2916 | 5.8548 | 726 | 0.7379 | 0.6972 | 0.7379 | 0.8590 |
415
- | 0.2916 | 5.8710 | 728 | 0.7469 | 0.6972 | 0.7469 | 0.8642 |
416
- | 0.2916 | 5.8871 | 730 | 0.6962 | 0.6972 | 0.6962 | 0.8344 |
417
- | 0.2916 | 5.9032 | 732 | 0.6590 | 0.6972 | 0.6590 | 0.8118 |
418
- | 0.2916 | 5.9194 | 734 | 0.6073 | 0.6907 | 0.6073 | 0.7793 |
419
- | 0.2916 | 5.9355 | 736 | 0.5853 | 0.7692 | 0.5853 | 0.7651 |
420
- | 0.2916 | 5.9516 | 738 | 0.5967 | 0.7047 | 0.5967 | 0.7725 |
421
- | 0.2916 | 5.9677 | 740 | 0.6035 | 0.7047 | 0.6035 | 0.7768 |
422
- | 0.2916 | 5.9839 | 742 | 0.6540 | 0.6972 | 0.6540 | 0.8087 |
423
- | 0.2916 | 6.0 | 744 | 0.7418 | 0.6673 | 0.7418 | 0.8613 |
424
- | 0.2916 | 6.0161 | 746 | 0.7693 | 0.6673 | 0.7693 | 0.8771 |
425
- | 0.2916 | 6.0323 | 748 | 0.7667 | 0.6673 | 0.7667 | 0.8756 |
426
- | 0.2916 | 6.0484 | 750 | 0.7021 | 0.6673 | 0.7021 | 0.8379 |
427
- | 0.2916 | 6.0645 | 752 | 0.6228 | 0.7230 | 0.6228 | 0.7891 |
428
- | 0.2916 | 6.0806 | 754 | 0.6030 | 0.7230 | 0.6030 | 0.7765 |
429
- | 0.2916 | 6.0968 | 756 | 0.6194 | 0.7230 | 0.6194 | 0.7870 |
430
- | 0.2916 | 6.1129 | 758 | 0.6635 | 0.6673 | 0.6635 | 0.8145 |
431
- | 0.2916 | 6.1290 | 760 | 0.7521 | 0.6673 | 0.7521 | 0.8672 |
432
- | 0.2916 | 6.1452 | 762 | 0.8576 | 0.7071 | 0.8576 | 0.9261 |
433
- | 0.2916 | 6.1613 | 764 | 0.8684 | 0.7071 | 0.8684 | 0.9319 |
434
- | 0.2916 | 6.1774 | 766 | 0.8556 | 0.6673 | 0.8556 | 0.9250 |
435
- | 0.2916 | 6.1935 | 768 | 0.7720 | 0.6673 | 0.7720 | 0.8786 |
436
- | 0.2916 | 6.2097 | 770 | 0.6686 | 0.6673 | 0.6686 | 0.8177 |
437
- | 0.2916 | 6.2258 | 772 | 0.5957 | 0.7511 | 0.5957 | 0.7718 |
438
- | 0.2916 | 6.2419 | 774 | 0.5640 | 0.7511 | 0.5640 | 0.7510 |
439
- | 0.2916 | 6.2581 | 776 | 0.5716 | 0.7511 | 0.5716 | 0.7560 |
440
- | 0.2916 | 6.2742 | 778 | 0.6139 | 0.6740 | 0.6139 | 0.7835 |
441
- | 0.2916 | 6.2903 | 780 | 0.7068 | 0.6740 | 0.7068 | 0.8407 |
442
- | 0.2916 | 6.3065 | 782 | 0.7811 | 0.6673 | 0.7811 | 0.8838 |
443
- | 0.2916 | 6.3226 | 784 | 0.7854 | 0.6673 | 0.7854 | 0.8863 |
444
- | 0.2916 | 6.3387 | 786 | 0.7501 | 0.6740 | 0.7501 | 0.8661 |
445
- | 0.2916 | 6.3548 | 788 | 0.7109 | 0.6740 | 0.7109 | 0.8432 |
446
- | 0.2916 | 6.3710 | 790 | 0.6613 | 0.6740 | 0.6613 | 0.8132 |
447
- | 0.2916 | 6.3871 | 792 | 0.6239 | 0.7211 | 0.6239 | 0.7899 |
448
- | 0.2916 | 6.4032 | 794 | 0.6122 | 0.7211 | 0.6122 | 0.7824 |
449
- | 0.2916 | 6.4194 | 796 | 0.6163 | 0.7211 | 0.6163 | 0.7850 |
450
- | 0.2916 | 6.4355 | 798 | 0.6470 | 0.6740 | 0.6470 | 0.8044 |
451
- | 0.2916 | 6.4516 | 800 | 0.6619 | 0.6740 | 0.6619 | 0.8136 |
452
- | 0.2916 | 6.4677 | 802 | 0.6545 | 0.6740 | 0.6545 | 0.8090 |
453
- | 0.2916 | 6.4839 | 804 | 0.6515 | 0.6740 | 0.6515 | 0.8072 |
454
- | 0.2916 | 6.5 | 806 | 0.6593 | 0.6740 | 0.6593 | 0.8120 |
455
- | 0.2916 | 6.5161 | 808 | 0.6676 | 0.6740 | 0.6676 | 0.8171 |
456
- | 0.2916 | 6.5323 | 810 | 0.6559 | 0.6740 | 0.6559 | 0.8099 |
457
- | 0.2916 | 6.5484 | 812 | 0.6390 | 0.6740 | 0.6390 | 0.7994 |
458
- | 0.2916 | 6.5645 | 814 | 0.6584 | 0.6673 | 0.6584 | 0.8114 |
459
- | 0.2916 | 6.5806 | 816 | 0.6620 | 0.6673 | 0.6620 | 0.8136 |
460
- | 0.2916 | 6.5968 | 818 | 0.6399 | 0.6972 | 0.6399 | 0.7999 |
461
- | 0.2916 | 6.6129 | 820 | 0.6138 | 0.6972 | 0.6138 | 0.7835 |
462
- | 0.2916 | 6.6290 | 822 | 0.6277 | 0.6972 | 0.6277 | 0.7923 |
463
- | 0.2916 | 6.6452 | 824 | 0.6743 | 0.6673 | 0.6743 | 0.8212 |
464
- | 0.2916 | 6.6613 | 826 | 0.7235 | 0.6673 | 0.7235 | 0.8506 |
465
- | 0.2916 | 6.6774 | 828 | 0.7496 | 0.6673 | 0.7496 | 0.8658 |
466
- | 0.2916 | 6.6935 | 830 | 0.7643 | 0.6673 | 0.7643 | 0.8742 |
467
- | 0.2916 | 6.7097 | 832 | 0.7244 | 0.6673 | 0.7244 | 0.8511 |
468
- | 0.2916 | 6.7258 | 834 | 0.6809 | 0.6673 | 0.6809 | 0.8252 |
469
- | 0.2916 | 6.7419 | 836 | 0.6696 | 0.6740 | 0.6696 | 0.8183 |
470
- | 0.2916 | 6.7581 | 838 | 0.6730 | 0.6740 | 0.6730 | 0.8204 |
471
- | 0.2916 | 6.7742 | 840 | 0.7174 | 0.6673 | 0.7174 | 0.8470 |
472
- | 0.2916 | 6.7903 | 842 | 0.7466 | 0.6673 | 0.7466 | 0.8641 |
473
- | 0.2916 | 6.8065 | 844 | 0.7641 | 0.6673 | 0.7641 | 0.8741 |
474
- | 0.2916 | 6.8226 | 846 | 0.7796 | 0.6673 | 0.7796 | 0.8829 |
475
- | 0.2916 | 6.8387 | 848 | 0.8188 | 0.6485 | 0.8188 | 0.9049 |
476
- | 0.2916 | 6.8548 | 850 | 0.8098 | 0.6485 | 0.8098 | 0.8999 |
477
- | 0.2916 | 6.8710 | 852 | 0.7940 | 0.6485 | 0.7940 | 0.8911 |
478
- | 0.2916 | 6.8871 | 854 | 0.7470 | 0.6673 | 0.7470 | 0.8643 |
479
- | 0.2916 | 6.9032 | 856 | 0.6871 | 0.6673 | 0.6871 | 0.8289 |
480
- | 0.2916 | 6.9194 | 858 | 0.6247 | 0.6740 | 0.6247 | 0.7904 |
481
- | 0.2916 | 6.9355 | 860 | 0.6086 | 0.7047 | 0.6086 | 0.7801 |
482
- | 0.2916 | 6.9516 | 862 | 0.6254 | 0.7047 | 0.6254 | 0.7908 |
483
- | 0.2916 | 6.9677 | 864 | 0.6717 | 0.6740 | 0.6717 | 0.8196 |
484
- | 0.2916 | 6.9839 | 866 | 0.7563 | 0.6673 | 0.7563 | 0.8697 |
485
- | 0.2916 | 7.0 | 868 | 0.8200 | 0.6485 | 0.8200 | 0.9055 |
486
- | 0.2916 | 7.0161 | 870 | 0.8494 | 0.5737 | 0.8494 | 0.9216 |
487
- | 0.2916 | 7.0323 | 872 | 0.8249 | 0.5769 | 0.8249 | 0.9083 |
488
- | 0.2916 | 7.0484 | 874 | 0.7723 | 0.6545 | 0.7723 | 0.8788 |
489
- | 0.2916 | 7.0645 | 876 | 0.7229 | 0.6545 | 0.7229 | 0.8502 |
490
- | 0.2916 | 7.0806 | 878 | 0.6882 | 0.6740 | 0.6882 | 0.8296 |
491
- | 0.2916 | 7.0968 | 880 | 0.6726 | 0.6740 | 0.6726 | 0.8201 |
492
- | 0.2916 | 7.1129 | 882 | 0.6770 | 0.6740 | 0.6770 | 0.8228 |
493
- | 0.2916 | 7.1290 | 884 | 0.6698 | 0.6740 | 0.6698 | 0.8184 |
494
- | 0.2916 | 7.1452 | 886 | 0.6495 | 0.6740 | 0.6495 | 0.8059 |
495
- | 0.2916 | 7.1613 | 888 | 0.6604 | 0.6740 | 0.6604 | 0.8127 |
496
- | 0.2916 | 7.1774 | 890 | 0.7008 | 0.6673 | 0.7008 | 0.8371 |
497
- | 0.2916 | 7.1935 | 892 | 0.7414 | 0.7071 | 0.7414 | 0.8611 |
498
- | 0.2916 | 7.2097 | 894 | 0.7467 | 0.7071 | 0.7467 | 0.8641 |
499
- | 0.2916 | 7.2258 | 896 | 0.7239 | 0.7071 | 0.7239 | 0.8508 |
500
- | 0.2916 | 7.2419 | 898 | 0.6776 | 0.6972 | 0.6776 | 0.8232 |
501
- | 0.2916 | 7.2581 | 900 | 0.6444 | 0.6972 | 0.6444 | 0.8027 |
502
- | 0.2916 | 7.2742 | 902 | 0.6296 | 0.7047 | 0.6296 | 0.7934 |
503
- | 0.2916 | 7.2903 | 904 | 0.6435 | 0.7047 | 0.6435 | 0.8022 |
504
- | 0.2916 | 7.3065 | 906 | 0.6877 | 0.6972 | 0.6877 | 0.8293 |
505
- | 0.2916 | 7.3226 | 908 | 0.7228 | 0.6485 | 0.7228 | 0.8502 |
506
- | 0.2916 | 7.3387 | 910 | 0.7227 | 0.6485 | 0.7227 | 0.8501 |
507
- | 0.2916 | 7.3548 | 912 | 0.7390 | 0.6485 | 0.7390 | 0.8597 |
508
- | 0.2916 | 7.3710 | 914 | 0.7325 | 0.6485 | 0.7325 | 0.8559 |
509
- | 0.2916 | 7.3871 | 916 | 0.7333 | 0.6485 | 0.7333 | 0.8564 |
510
- | 0.2916 | 7.4032 | 918 | 0.7219 | 0.6485 | 0.7219 | 0.8497 |
511
- | 0.2916 | 7.4194 | 920 | 0.7251 | 0.6485 | 0.7251 | 0.8516 |
512
- | 0.2916 | 7.4355 | 922 | 0.7049 | 0.6673 | 0.7049 | 0.8396 |
513
- | 0.2916 | 7.4516 | 924 | 0.6811 | 0.6673 | 0.6811 | 0.8253 |
514
- | 0.2916 | 7.4677 | 926 | 0.6709 | 0.6673 | 0.6709 | 0.8191 |
515
- | 0.2916 | 7.4839 | 928 | 0.6878 | 0.6673 | 0.6878 | 0.8293 |
516
- | 0.2916 | 7.5 | 930 | 0.7196 | 0.6485 | 0.7196 | 0.8483 |
517
- | 0.2916 | 7.5161 | 932 | 0.7245 | 0.6485 | 0.7245 | 0.8512 |
518
- | 0.2916 | 7.5323 | 934 | 0.7007 | 0.6673 | 0.7007 | 0.8371 |
519
- | 0.2916 | 7.5484 | 936 | 0.6815 | 0.6673 | 0.6815 | 0.8255 |
520
- | 0.2916 | 7.5645 | 938 | 0.6686 | 0.6972 | 0.6686 | 0.8177 |
521
- | 0.2916 | 7.5806 | 940 | 0.6460 | 0.6972 | 0.6460 | 0.8038 |
522
- | 0.2916 | 7.5968 | 942 | 0.6402 | 0.6972 | 0.6402 | 0.8001 |
523
- | 0.2916 | 7.6129 | 944 | 0.6640 | 0.6972 | 0.6640 | 0.8149 |
524
- | 0.2916 | 7.6290 | 946 | 0.6777 | 0.6972 | 0.6777 | 0.8232 |
525
- | 0.2916 | 7.6452 | 948 | 0.6628 | 0.6972 | 0.6628 | 0.8141 |
526
- | 0.2916 | 7.6613 | 950 | 0.6643 | 0.6972 | 0.6643 | 0.8151 |
527
- | 0.2916 | 7.6774 | 952 | 0.6724 | 0.6972 | 0.6724 | 0.8200 |
528
- | 0.2916 | 7.6935 | 954 | 0.6786 | 0.6972 | 0.6786 | 0.8238 |
529
- | 0.2916 | 7.7097 | 956 | 0.6960 | 0.6972 | 0.6960 | 0.8343 |
530
- | 0.2916 | 7.7258 | 958 | 0.6872 | 0.6972 | 0.6872 | 0.8290 |
531
- | 0.2916 | 7.7419 | 960 | 0.6595 | 0.6972 | 0.6595 | 0.8121 |
532
- | 0.2916 | 7.7581 | 962 | 0.6468 | 0.6972 | 0.6468 | 0.8042 |
533
- | 0.2916 | 7.7742 | 964 | 0.6337 | 0.6972 | 0.6337 | 0.7960 |
534
- | 0.2916 | 7.7903 | 966 | 0.6316 | 0.6972 | 0.6316 | 0.7947 |
535
- | 0.2916 | 7.8065 | 968 | 0.6195 | 0.6972 | 0.6195 | 0.7871 |
536
- | 0.2916 | 7.8226 | 970 | 0.6285 | 0.6972 | 0.6285 | 0.7928 |
537
- | 0.2916 | 7.8387 | 972 | 0.6497 | 0.6972 | 0.6497 | 0.8061 |
538
- | 0.2916 | 7.8548 | 974 | 0.6658 | 0.6791 | 0.6658 | 0.8159 |
539
- | 0.2916 | 7.8710 | 976 | 0.6678 | 0.6791 | 0.6678 | 0.8172 |
540
- | 0.2916 | 7.8871 | 978 | 0.6860 | 0.6485 | 0.6860 | 0.8282 |
541
- | 0.2916 | 7.9032 | 980 | 0.7044 | 0.6485 | 0.7044 | 0.8393 |
542
- | 0.2916 | 7.9194 | 982 | 0.7188 | 0.6485 | 0.7188 | 0.8478 |
543
- | 0.2916 | 7.9355 | 984 | 0.7393 | 0.6485 | 0.7393 | 0.8598 |
544
- | 0.2916 | 7.9516 | 986 | 0.7312 | 0.6485 | 0.7312 | 0.8551 |
545
- | 0.2916 | 7.9677 | 988 | 0.7211 | 0.6485 | 0.7211 | 0.8492 |
546
- | 0.2916 | 7.9839 | 990 | 0.6908 | 0.6485 | 0.6908 | 0.8311 |
547
- | 0.2916 | 8.0 | 992 | 0.6685 | 0.6485 | 0.6685 | 0.8176 |
548
- | 0.2916 | 8.0161 | 994 | 0.6660 | 0.6485 | 0.6660 | 0.8161 |
549
- | 0.2916 | 8.0323 | 996 | 0.6772 | 0.6545 | 0.6772 | 0.8229 |
550
- | 0.2916 | 8.0484 | 998 | 0.6971 | 0.6485 | 0.6971 | 0.8349 |
551
- | 0.0977 | 8.0645 | 1000 | 0.7269 | 0.6485 | 0.7269 | 0.8526 |
552
- | 0.0977 | 8.0806 | 1002 | 0.7533 | 0.6485 | 0.7533 | 0.8679 |
553
- | 0.0977 | 8.0968 | 1004 | 0.7557 | 0.6485 | 0.7557 | 0.8693 |
554
- | 0.0977 | 8.1129 | 1006 | 0.7287 | 0.6545 | 0.7287 | 0.8537 |
555
- | 0.0977 | 8.1290 | 1008 | 0.7065 | 0.6545 | 0.7065 | 0.8405 |
556
- | 0.0977 | 8.1452 | 1010 | 0.6774 | 0.6545 | 0.6774 | 0.8231 |
557
- | 0.0977 | 8.1613 | 1012 | 0.6579 | 0.6545 | 0.6579 | 0.8111 |
558
- | 0.0977 | 8.1774 | 1014 | 0.6486 | 0.6545 | 0.6486 | 0.8054 |
559
- | 0.0977 | 8.1935 | 1016 | 0.6506 | 0.6545 | 0.6506 | 0.8066 |
560
- | 0.0977 | 8.2097 | 1018 | 0.6595 | 0.6545 | 0.6595 | 0.8121 |
561
- | 0.0977 | 8.2258 | 1020 | 0.6766 | 0.6545 | 0.6766 | 0.8225 |
562
- | 0.0977 | 8.2419 | 1022 | 0.6958 | 0.6545 | 0.6958 | 0.8342 |
563
- | 0.0977 | 8.2581 | 1024 | 0.6991 | 0.6545 | 0.6991 | 0.8361 |
564
- | 0.0977 | 8.2742 | 1026 | 0.7008 | 0.6545 | 0.7008 | 0.8372 |
565
- | 0.0977 | 8.2903 | 1028 | 0.7039 | 0.6545 | 0.7039 | 0.8390 |
566
- | 0.0977 | 8.3065 | 1030 | 0.6943 | 0.6545 | 0.6943 | 0.8333 |
567
- | 0.0977 | 8.3226 | 1032 | 0.6933 | 0.6485 | 0.6933 | 0.8326 |
568
- | 0.0977 | 8.3387 | 1034 | 0.6986 | 0.6485 | 0.6986 | 0.8358 |
569
- | 0.0977 | 8.3548 | 1036 | 0.7025 | 0.6485 | 0.7025 | 0.8381 |
570
- | 0.0977 | 8.3710 | 1038 | 0.7056 | 0.6485 | 0.7056 | 0.8400 |
571
- | 0.0977 | 8.3871 | 1040 | 0.6983 | 0.6485 | 0.6983 | 0.8356 |
572
- | 0.0977 | 8.4032 | 1042 | 0.6929 | 0.6673 | 0.6929 | 0.8324 |
573
- | 0.0977 | 8.4194 | 1044 | 0.7096 | 0.6485 | 0.7096 | 0.8424 |
574
- | 0.0977 | 8.4355 | 1046 | 0.7352 | 0.6485 | 0.7352 | 0.8574 |
575
- | 0.0977 | 8.4516 | 1048 | 0.7488 | 0.6485 | 0.7488 | 0.8653 |
576
- | 0.0977 | 8.4677 | 1050 | 0.7396 | 0.6485 | 0.7396 | 0.8600 |
577
- | 0.0977 | 8.4839 | 1052 | 0.7312 | 0.6485 | 0.7312 | 0.8551 |
578
- | 0.0977 | 8.5 | 1054 | 0.7182 | 0.6485 | 0.7182 | 0.8475 |
579
- | 0.0977 | 8.5161 | 1056 | 0.7065 | 0.6673 | 0.7065 | 0.8405 |
580
- | 0.0977 | 8.5323 | 1058 | 0.7103 | 0.6673 | 0.7103 | 0.8428 |
581
- | 0.0977 | 8.5484 | 1060 | 0.7011 | 0.6673 | 0.7011 | 0.8373 |
582
- | 0.0977 | 8.5645 | 1062 | 0.6858 | 0.6673 | 0.6858 | 0.8282 |
583
- | 0.0977 | 8.5806 | 1064 | 0.6931 | 0.6673 | 0.6931 | 0.8325 |
584
- | 0.0977 | 8.5968 | 1066 | 0.7167 | 0.6485 | 0.7167 | 0.8466 |
585
- | 0.0977 | 8.6129 | 1068 | 0.7280 | 0.6485 | 0.7280 | 0.8532 |
586
- | 0.0977 | 8.6290 | 1070 | 0.7228 | 0.6485 | 0.7228 | 0.8502 |
587
- | 0.0977 | 8.6452 | 1072 | 0.7100 | 0.6485 | 0.7100 | 0.8426 |
588
- | 0.0977 | 8.6613 | 1074 | 0.7139 | 0.6485 | 0.7139 | 0.8449 |
589
- | 0.0977 | 8.6774 | 1076 | 0.7179 | 0.6485 | 0.7179 | 0.8473 |
590
- | 0.0977 | 8.6935 | 1078 | 0.7194 | 0.6485 | 0.7194 | 0.8482 |
591
- | 0.0977 | 8.7097 | 1080 | 0.7206 | 0.6485 | 0.7206 | 0.8489 |
592
- | 0.0977 | 8.7258 | 1082 | 0.7367 | 0.6485 | 0.7367 | 0.8583 |
593
- | 0.0977 | 8.7419 | 1084 | 0.7564 | 0.6485 | 0.7564 | 0.8697 |
594
- | 0.0977 | 8.7581 | 1086 | 0.7655 | 0.6485 | 0.7655 | 0.8749 |
595
- | 0.0977 | 8.7742 | 1088 | 0.7684 | 0.6485 | 0.7684 | 0.8766 |
596
- | 0.0977 | 8.7903 | 1090 | 0.7620 | 0.6485 | 0.7620 | 0.8729 |
597
- | 0.0977 | 8.8065 | 1092 | 0.7429 | 0.6485 | 0.7429 | 0.8619 |
598
- | 0.0977 | 8.8226 | 1094 | 0.7294 | 0.6485 | 0.7294 | 0.8540 |
599
- | 0.0977 | 8.8387 | 1096 | 0.7061 | 0.6485 | 0.7061 | 0.8403 |
600
- | 0.0977 | 8.8548 | 1098 | 0.6914 | 0.6673 | 0.6914 | 0.8315 |
601
- | 0.0977 | 8.8710 | 1100 | 0.6869 | 0.6673 | 0.6869 | 0.8288 |
602
- | 0.0977 | 8.8871 | 1102 | 0.6966 | 0.6673 | 0.6966 | 0.8346 |
603
- | 0.0977 | 8.9032 | 1104 | 0.7138 | 0.6485 | 0.7138 | 0.8448 |
604
- | 0.0977 | 8.9194 | 1106 | 0.7367 | 0.6485 | 0.7367 | 0.8583 |
605
- | 0.0977 | 8.9355 | 1108 | 0.7517 | 0.6485 | 0.7517 | 0.8670 |
606
- | 0.0977 | 8.9516 | 1110 | 0.7705 | 0.6485 | 0.7705 | 0.8778 |
607
- | 0.0977 | 8.9677 | 1112 | 0.7870 | 0.6485 | 0.7870 | 0.8871 |
608
- | 0.0977 | 8.9839 | 1114 | 0.7924 | 0.6485 | 0.7924 | 0.8902 |
609
- | 0.0977 | 9.0 | 1116 | 0.7940 | 0.6485 | 0.7940 | 0.8911 |
610
- | 0.0977 | 9.0161 | 1118 | 0.7848 | 0.6485 | 0.7848 | 0.8859 |
611
- | 0.0977 | 9.0323 | 1120 | 0.7735 | 0.6485 | 0.7735 | 0.8795 |
612
- | 0.0977 | 9.0484 | 1122 | 0.7606 | 0.6485 | 0.7606 | 0.8721 |
613
- | 0.0977 | 9.0645 | 1124 | 0.7414 | 0.6485 | 0.7414 | 0.8611 |
614
- | 0.0977 | 9.0806 | 1126 | 0.7255 | 0.6485 | 0.7255 | 0.8518 |
615
- | 0.0977 | 9.0968 | 1128 | 0.7088 | 0.6673 | 0.7088 | 0.8419 |
616
- | 0.0977 | 9.1129 | 1130 | 0.6986 | 0.6673 | 0.6986 | 0.8358 |
617
- | 0.0977 | 9.1290 | 1132 | 0.6995 | 0.6673 | 0.6995 | 0.8364 |
618
- | 0.0977 | 9.1452 | 1134 | 0.7128 | 0.6673 | 0.7128 | 0.8443 |
619
- | 0.0977 | 9.1613 | 1136 | 0.7307 | 0.6485 | 0.7307 | 0.8548 |
620
- | 0.0977 | 9.1774 | 1138 | 0.7427 | 0.6485 | 0.7427 | 0.8618 |
621
- | 0.0977 | 9.1935 | 1140 | 0.7516 | 0.6485 | 0.7516 | 0.8669 |
622
- | 0.0977 | 9.2097 | 1142 | 0.7449 | 0.6485 | 0.7449 | 0.8631 |
623
- | 0.0977 | 9.2258 | 1144 | 0.7394 | 0.6485 | 0.7394 | 0.8599 |
624
- | 0.0977 | 9.2419 | 1146 | 0.7468 | 0.6485 | 0.7468 | 0.8642 |
625
- | 0.0977 | 9.2581 | 1148 | 0.7576 | 0.6485 | 0.7576 | 0.8704 |
626
- | 0.0977 | 9.2742 | 1150 | 0.7559 | 0.6485 | 0.7559 | 0.8694 |
627
- | 0.0977 | 9.2903 | 1152 | 0.7465 | 0.6485 | 0.7465 | 0.8640 |
628
- | 0.0977 | 9.3065 | 1154 | 0.7377 | 0.6485 | 0.7377 | 0.8589 |
629
- | 0.0977 | 9.3226 | 1156 | 0.7367 | 0.6485 | 0.7367 | 0.8583 |
630
- | 0.0977 | 9.3387 | 1158 | 0.7332 | 0.6485 | 0.7332 | 0.8563 |
631
- | 0.0977 | 9.3548 | 1160 | 0.7376 | 0.6485 | 0.7376 | 0.8588 |
632
- | 0.0977 | 9.3710 | 1162 | 0.7452 | 0.6485 | 0.7452 | 0.8632 |
633
- | 0.0977 | 9.3871 | 1164 | 0.7496 | 0.6485 | 0.7496 | 0.8658 |
634
- | 0.0977 | 9.4032 | 1166 | 0.7490 | 0.6485 | 0.7490 | 0.8655 |
635
- | 0.0977 | 9.4194 | 1168 | 0.7432 | 0.6485 | 0.7432 | 0.8621 |
636
- | 0.0977 | 9.4355 | 1170 | 0.7422 | 0.6485 | 0.7422 | 0.8615 |
637
- | 0.0977 | 9.4516 | 1172 | 0.7399 | 0.6485 | 0.7399 | 0.8601 |
638
- | 0.0977 | 9.4677 | 1174 | 0.7349 | 0.6485 | 0.7349 | 0.8573 |
639
- | 0.0977 | 9.4839 | 1176 | 0.7368 | 0.6485 | 0.7368 | 0.8583 |
640
- | 0.0977 | 9.5 | 1178 | 0.7346 | 0.6485 | 0.7346 | 0.8571 |
641
- | 0.0977 | 9.5161 | 1180 | 0.7281 | 0.6485 | 0.7281 | 0.8533 |
642
- | 0.0977 | 9.5323 | 1182 | 0.7170 | 0.6485 | 0.7170 | 0.8467 |
643
- | 0.0977 | 9.5484 | 1184 | 0.7068 | 0.6673 | 0.7068 | 0.8407 |
644
- | 0.0977 | 9.5645 | 1186 | 0.6948 | 0.6673 | 0.6948 | 0.8335 |
645
- | 0.0977 | 9.5806 | 1188 | 0.6879 | 0.6673 | 0.6879 | 0.8294 |
646
- | 0.0977 | 9.5968 | 1190 | 0.6817 | 0.6673 | 0.6817 | 0.8257 |
647
- | 0.0977 | 9.6129 | 1192 | 0.6788 | 0.6673 | 0.6788 | 0.8239 |
648
- | 0.0977 | 9.6290 | 1194 | 0.6800 | 0.6673 | 0.6800 | 0.8246 |
649
- | 0.0977 | 9.6452 | 1196 | 0.6826 | 0.6673 | 0.6826 | 0.8262 |
650
- | 0.0977 | 9.6613 | 1198 | 0.6850 | 0.6673 | 0.6850 | 0.8276 |
651
- | 0.0977 | 9.6774 | 1200 | 0.6861 | 0.6673 | 0.6861 | 0.8283 |
652
- | 0.0977 | 9.6935 | 1202 | 0.6869 | 0.6673 | 0.6869 | 0.8288 |
653
- | 0.0977 | 9.7097 | 1204 | 0.6882 | 0.6673 | 0.6882 | 0.8296 |
654
- | 0.0977 | 9.7258 | 1206 | 0.6873 | 0.6673 | 0.6873 | 0.8291 |
655
- | 0.0977 | 9.7419 | 1208 | 0.6879 | 0.6673 | 0.6879 | 0.8294 |
656
- | 0.0977 | 9.7581 | 1210 | 0.6906 | 0.6673 | 0.6906 | 0.8310 |
657
- | 0.0977 | 9.7742 | 1212 | 0.6917 | 0.6673 | 0.6917 | 0.8317 |
658
- | 0.0977 | 9.7903 | 1214 | 0.6929 | 0.6673 | 0.6929 | 0.8324 |
659
- | 0.0977 | 9.8065 | 1216 | 0.6930 | 0.6673 | 0.6930 | 0.8325 |
660
- | 0.0977 | 9.8226 | 1218 | 0.6932 | 0.6673 | 0.6932 | 0.8326 |
661
- | 0.0977 | 9.8387 | 1220 | 0.6954 | 0.6673 | 0.6954 | 0.8339 |
662
- | 0.0977 | 9.8548 | 1222 | 0.6959 | 0.6673 | 0.6959 | 0.8342 |
663
- | 0.0977 | 9.8710 | 1224 | 0.6953 | 0.6673 | 0.6953 | 0.8338 |
664
- | 0.0977 | 9.8871 | 1226 | 0.6945 | 0.6673 | 0.6945 | 0.8334 |
665
- | 0.0977 | 9.9032 | 1228 | 0.6949 | 0.6673 | 0.6949 | 0.8336 |
666
- | 0.0977 | 9.9194 | 1230 | 0.6957 | 0.6673 | 0.6957 | 0.8341 |
667
- | 0.0977 | 9.9355 | 1232 | 0.6963 | 0.6673 | 0.6963 | 0.8344 |
668
- | 0.0977 | 9.9516 | 1234 | 0.6968 | 0.6673 | 0.6968 | 0.8347 |
669
- | 0.0977 | 9.9677 | 1236 | 0.6968 | 0.6673 | 0.6968 | 0.8348 |
670
- | 0.0977 | 9.9839 | 1238 | 0.6970 | 0.6673 | 0.6970 | 0.8348 |
671
- | 0.0977 | 10.0 | 1240 | 0.6972 | 0.6673 | 0.6972 | 0.8350 |
672
 
673
 
674
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: Arabic_FineTuningAraBERT_AugV0_k20_task1_organization_fold1
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
+ # Arabic_FineTuningAraBERT_AugV0_k20_task1_organization_fold1
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: 0.5115
19
+ - Qwk: 0.6769
20
+ - Mse: 0.5115
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+ - Rmse: 0.7152
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0183 | 2 | 2.9306 | -0.0164 | 2.9306 | 1.7119 |
53
+ | No log | 0.0367 | 4 | 1.5777 | 0.1026 | 1.5777 | 1.2561 |
54
+ | No log | 0.0550 | 6 | 0.9953 | 0.2222 | 0.9953 | 0.9976 |
55
+ | No log | 0.0734 | 8 | 0.7768 | 0.3497 | 0.7768 | 0.8814 |
56
+ | No log | 0.0917 | 10 | 0.7496 | 0.1529 | 0.7496 | 0.8658 |
57
+ | No log | 0.1101 | 12 | 0.9589 | 0.1529 | 0.9589 | 0.9792 |
58
+ | No log | 0.1284 | 14 | 1.0377 | 0.0 | 1.0377 | 1.0187 |
59
+ | No log | 0.1468 | 16 | 1.0124 | 0.0 | 1.0124 | 1.0062 |
60
+ | No log | 0.1651 | 18 | 0.9657 | 0.0 | 0.9657 | 0.9827 |
61
+ | No log | 0.1835 | 20 | 0.9179 | 0.0 | 0.9179 | 0.9581 |
62
+ | No log | 0.2018 | 22 | 0.8268 | 0.1529 | 0.8268 | 0.9093 |
63
+ | No log | 0.2202 | 24 | 0.6982 | 0.2125 | 0.6982 | 0.8356 |
64
+ | No log | 0.2385 | 26 | 0.6313 | 0.4940 | 0.6313 | 0.7945 |
65
+ | No log | 0.2569 | 28 | 0.6215 | 0.4940 | 0.6215 | 0.7883 |
66
+ | No log | 0.2752 | 30 | 0.7155 | 0.2125 | 0.7155 | 0.8459 |
67
+ | No log | 0.2936 | 32 | 0.7973 | 0.2125 | 0.7973 | 0.8929 |
68
+ | No log | 0.3119 | 34 | 0.7594 | 0.2125 | 0.7594 | 0.8715 |
69
+ | No log | 0.3303 | 36 | 0.7459 | 0.3558 | 0.7459 | 0.8637 |
70
+ | No log | 0.3486 | 38 | 0.7064 | 0.3558 | 0.7064 | 0.8404 |
71
+ | No log | 0.3670 | 40 | 0.6497 | 0.3558 | 0.6497 | 0.8060 |
72
+ | No log | 0.3853 | 42 | 0.6177 | 0.3558 | 0.6177 | 0.7859 |
73
+ | No log | 0.4037 | 44 | 0.5878 | 0.3558 | 0.5878 | 0.7667 |
74
+ | No log | 0.4220 | 46 | 0.5184 | 0.4940 | 0.5184 | 0.7200 |
75
+ | No log | 0.4404 | 48 | 0.5041 | 0.4940 | 0.5041 | 0.7100 |
76
+ | No log | 0.4587 | 50 | 0.4943 | 0.5792 | 0.4943 | 0.7030 |
77
+ | No log | 0.4771 | 52 | 0.4238 | 0.5243 | 0.4238 | 0.6510 |
78
+ | No log | 0.4954 | 54 | 0.4091 | 0.5570 | 0.4091 | 0.6396 |
79
+ | No log | 0.5138 | 56 | 0.4729 | 0.6667 | 0.4729 | 0.6877 |
80
+ | No log | 0.5321 | 58 | 0.4047 | 0.6048 | 0.4047 | 0.6362 |
81
+ | No log | 0.5505 | 60 | 0.4726 | 0.6094 | 0.4726 | 0.6875 |
82
+ | No log | 0.5688 | 62 | 0.5383 | 0.3558 | 0.5383 | 0.7337 |
83
+ | No log | 0.5872 | 64 | 0.5599 | 0.3558 | 0.5599 | 0.7482 |
84
+ | No log | 0.6055 | 66 | 0.5666 | 0.3253 | 0.5666 | 0.7528 |
85
+ | No log | 0.6239 | 68 | 0.5561 | 0.3558 | 0.5561 | 0.7457 |
86
+ | No log | 0.6422 | 70 | 0.5686 | 0.4368 | 0.5686 | 0.7541 |
87
+ | No log | 0.6606 | 72 | 0.5783 | 0.4324 | 0.5783 | 0.7605 |
88
+ | No log | 0.6789 | 74 | 0.6024 | 0.4324 | 0.6024 | 0.7761 |
89
+ | No log | 0.6972 | 76 | 0.5742 | 0.4324 | 0.5742 | 0.7578 |
90
+ | No log | 0.7156 | 78 | 0.5279 | 0.4368 | 0.5279 | 0.7265 |
91
+ | No log | 0.7339 | 80 | 0.5239 | 0.3200 | 0.5239 | 0.7238 |
92
+ | No log | 0.7523 | 82 | 0.5707 | 0.4494 | 0.5707 | 0.7554 |
93
+ | No log | 0.7706 | 84 | 0.5586 | 0.3200 | 0.5586 | 0.7474 |
94
+ | No log | 0.7890 | 86 | 0.5680 | 0.3253 | 0.5680 | 0.7537 |
95
+ | No log | 0.8073 | 88 | 0.5867 | 0.3558 | 0.5867 | 0.7660 |
96
+ | No log | 0.8257 | 90 | 0.5904 | 0.3558 | 0.5904 | 0.7684 |
97
+ | No log | 0.8440 | 92 | 0.5747 | 0.3558 | 0.5747 | 0.7581 |
98
+ | No log | 0.8624 | 94 | 0.5566 | 0.4368 | 0.5566 | 0.7460 |
99
+ | No log | 0.8807 | 96 | 0.5560 | 0.5081 | 0.5560 | 0.7457 |
100
+ | No log | 0.8991 | 98 | 0.5663 | 0.6471 | 0.5663 | 0.7525 |
101
+ | No log | 0.9174 | 100 | 0.5129 | 0.6784 | 0.5129 | 0.7162 |
102
+ | No log | 0.9358 | 102 | 0.4505 | 0.7348 | 0.4505 | 0.6712 |
103
+ | No log | 0.9541 | 104 | 0.4708 | 0.7348 | 0.4708 | 0.6861 |
104
+ | No log | 0.9725 | 106 | 0.5475 | 0.6912 | 0.5475 | 0.7399 |
105
+ | No log | 0.9908 | 108 | 0.6260 | 0.7 | 0.6260 | 0.7912 |
106
+ | No log | 1.0092 | 110 | 0.7812 | 0.5191 | 0.7812 | 0.8839 |
107
+ | No log | 1.0275 | 112 | 0.8231 | 0.5191 | 0.8231 | 0.9072 |
108
+ | No log | 1.0459 | 114 | 0.7983 | 0.5259 | 0.7983 | 0.8935 |
109
+ | No log | 1.0642 | 116 | 0.7436 | 0.5415 | 0.7436 | 0.8623 |
110
+ | No log | 1.0826 | 118 | 0.6963 | 0.5917 | 0.6963 | 0.8345 |
111
+ | No log | 1.1009 | 120 | 0.7376 | 0.5725 | 0.7376 | 0.8588 |
112
+ | No log | 1.1193 | 122 | 0.6583 | 0.6459 | 0.6583 | 0.8114 |
113
+ | No log | 1.1376 | 124 | 0.6496 | 0.6459 | 0.6496 | 0.8060 |
114
+ | No log | 1.1560 | 126 | 0.6373 | 0.5917 | 0.6373 | 0.7983 |
115
+ | No log | 1.1743 | 128 | 0.5785 | 0.4928 | 0.5785 | 0.7606 |
116
+ | No log | 1.1927 | 130 | 0.5794 | 0.4286 | 0.5794 | 0.7612 |
117
+ | No log | 1.2110 | 132 | 0.5712 | 0.4324 | 0.5712 | 0.7558 |
118
+ | No log | 1.2294 | 134 | 0.6368 | 0.4286 | 0.6368 | 0.7980 |
119
+ | No log | 1.2477 | 136 | 0.8030 | 0.5725 | 0.8030 | 0.8961 |
120
+ | No log | 1.2661 | 138 | 0.8717 | 0.5725 | 0.8717 | 0.9336 |
121
+ | No log | 1.2844 | 140 | 0.7880 | 0.5259 | 0.7880 | 0.8877 |
122
+ | No log | 1.3028 | 142 | 0.6506 | 0.4324 | 0.6506 | 0.8066 |
123
+ | No log | 1.3211 | 144 | 0.5834 | 0.4068 | 0.5834 | 0.7638 |
124
+ | No log | 1.3394 | 146 | 0.5595 | 0.4227 | 0.5595 | 0.7480 |
125
+ | No log | 1.3578 | 148 | 0.6099 | 0.6008 | 0.6099 | 0.7810 |
126
+ | No log | 1.3761 | 150 | 0.5857 | 0.6392 | 0.5857 | 0.7653 |
127
+ | No log | 1.3945 | 152 | 0.5251 | 0.6691 | 0.5251 | 0.7246 |
128
+ | No log | 1.4128 | 154 | 0.5152 | 0.6667 | 0.5152 | 0.7178 |
129
+ | No log | 1.4312 | 156 | 0.5179 | 0.5956 | 0.5179 | 0.7196 |
130
+ | No log | 1.4495 | 158 | 0.5864 | 0.5 | 0.5864 | 0.7658 |
131
+ | No log | 1.4679 | 160 | 0.6729 | 0.4527 | 0.6729 | 0.8203 |
132
+ | No log | 1.4862 | 162 | 0.7110 | 0.4750 | 0.7110 | 0.8432 |
133
+ | No log | 1.5046 | 164 | 0.7122 | 0.4701 | 0.7122 | 0.8439 |
134
+ | No log | 1.5229 | 166 | 0.6584 | 0.4527 | 0.6584 | 0.8114 |
135
+ | No log | 1.5413 | 168 | 0.7119 | 0.5191 | 0.7119 | 0.8437 |
136
+ | No log | 1.5596 | 170 | 0.8483 | 0.4615 | 0.8483 | 0.9210 |
137
+ | No log | 1.5780 | 172 | 0.8655 | 0.4615 | 0.8655 | 0.9303 |
138
+ | No log | 1.5963 | 174 | 0.7062 | 0.5039 | 0.7062 | 0.8404 |
139
+ | No log | 1.6147 | 176 | 0.5619 | 0.4667 | 0.5619 | 0.7496 |
140
+ | No log | 1.6330 | 178 | 0.5169 | 0.6351 | 0.5169 | 0.7190 |
141
+ | No log | 1.6514 | 180 | 0.5205 | 0.5969 | 0.5205 | 0.7214 |
142
+ | No log | 1.6697 | 182 | 0.5558 | 0.4667 | 0.5558 | 0.7455 |
143
+ | No log | 1.6881 | 184 | 0.5822 | 0.5679 | 0.5822 | 0.7630 |
144
+ | No log | 1.7064 | 186 | 0.5698 | 0.6585 | 0.5698 | 0.7548 |
145
+ | No log | 1.7248 | 188 | 0.4985 | 0.6585 | 0.4985 | 0.7061 |
146
+ | No log | 1.7431 | 190 | 0.4042 | 0.6759 | 0.4042 | 0.6358 |
147
+ | No log | 1.7615 | 192 | 0.3766 | 0.6751 | 0.3766 | 0.6137 |
148
+ | No log | 1.7798 | 194 | 0.3719 | 0.6283 | 0.3719 | 0.6098 |
149
+ | No log | 1.7982 | 196 | 0.3576 | 0.6857 | 0.3576 | 0.5980 |
150
+ | No log | 1.8165 | 198 | 0.3574 | 0.6160 | 0.3574 | 0.5979 |
151
+ | No log | 1.8349 | 200 | 0.3536 | 0.6778 | 0.3536 | 0.5946 |
152
+ | No log | 1.8532 | 202 | 0.3874 | 0.7131 | 0.3874 | 0.6224 |
153
+ | No log | 1.8716 | 204 | 0.4046 | 0.7131 | 0.4046 | 0.6361 |
154
+ | No log | 1.8899 | 206 | 0.4948 | 0.6723 | 0.4948 | 0.7034 |
155
+ | No log | 1.9083 | 208 | 0.5405 | 0.6016 | 0.5405 | 0.7352 |
156
+ | No log | 1.9266 | 210 | 0.5177 | 0.6016 | 0.5177 | 0.7195 |
157
+ | No log | 1.9450 | 212 | 0.4616 | 0.6723 | 0.4616 | 0.6794 |
158
+ | No log | 1.9633 | 214 | 0.4437 | 0.6875 | 0.4437 | 0.6661 |
159
+ | No log | 1.9817 | 216 | 0.4563 | 0.6723 | 0.4563 | 0.6755 |
160
+ | No log | 2.0 | 218 | 0.5518 | 0.6723 | 0.5518 | 0.7429 |
161
+ | No log | 2.0183 | 220 | 0.7395 | 0.5725 | 0.7395 | 0.8600 |
162
+ | No log | 2.0367 | 222 | 0.7373 | 0.5725 | 0.7373 | 0.8587 |
163
+ | No log | 2.0550 | 224 | 0.7616 | 0.4865 | 0.7616 | 0.8727 |
164
+ | No log | 2.0734 | 226 | 0.7228 | 0.5044 | 0.7228 | 0.8502 |
165
+ | No log | 2.0917 | 228 | 0.6942 | 0.5044 | 0.6942 | 0.8332 |
166
+ | No log | 2.1101 | 230 | 0.6943 | 0.4510 | 0.6943 | 0.8333 |
167
+ | No log | 2.1284 | 232 | 0.7516 | 0.5044 | 0.7516 | 0.8669 |
168
+ | No log | 2.1468 | 234 | 0.7093 | 0.5044 | 0.7093 | 0.8422 |
169
+ | No log | 2.1651 | 236 | 0.5604 | 0.5776 | 0.5604 | 0.7486 |
170
+ | No log | 2.1835 | 238 | 0.4207 | 0.6484 | 0.4207 | 0.6486 |
171
+ | No log | 2.2018 | 240 | 0.3899 | 0.72 | 0.3899 | 0.6244 |
172
+ | No log | 2.2202 | 242 | 0.3958 | 0.7586 | 0.3958 | 0.6291 |
173
+ | No log | 2.2385 | 244 | 0.4021 | 0.8372 | 0.4021 | 0.6341 |
174
+ | No log | 2.2569 | 246 | 0.4180 | 0.8444 | 0.4180 | 0.6465 |
175
+ | No log | 2.2752 | 248 | 0.4185 | 0.8654 | 0.4185 | 0.6469 |
176
+ | No log | 2.2936 | 250 | 0.3988 | 0.8372 | 0.3988 | 0.6315 |
177
+ | No log | 2.3119 | 252 | 0.4006 | 0.8591 | 0.4006 | 0.6330 |
178
+ | No log | 2.3303 | 254 | 0.4029 | 0.7426 | 0.4029 | 0.6347 |
179
+ | No log | 2.3486 | 256 | 0.4155 | 0.7426 | 0.4155 | 0.6446 |
180
+ | No log | 2.3670 | 258 | 0.4262 | 0.7287 | 0.4262 | 0.6528 |
181
+ | No log | 2.3853 | 260 | 0.4614 | 0.7386 | 0.4614 | 0.6792 |
182
+ | No log | 2.4037 | 262 | 0.5405 | 0.7004 | 0.5405 | 0.7352 |
183
+ | No log | 2.4220 | 264 | 0.5577 | 0.7244 | 0.5577 | 0.7468 |
184
+ | No log | 2.4404 | 266 | 0.4863 | 0.6875 | 0.4863 | 0.6974 |
185
+ | No log | 2.4587 | 268 | 0.4740 | 0.6875 | 0.4740 | 0.6885 |
186
+ | No log | 2.4771 | 270 | 0.5325 | 0.6585 | 0.5325 | 0.7297 |
187
+ | No log | 2.4954 | 272 | 0.5404 | 0.6585 | 0.5404 | 0.7351 |
188
+ | No log | 2.5138 | 274 | 0.5488 | 0.6540 | 0.5488 | 0.7408 |
189
+ | No log | 2.5321 | 276 | 0.5309 | 0.6667 | 0.5309 | 0.7286 |
190
+ | No log | 2.5505 | 278 | 0.5474 | 0.6723 | 0.5474 | 0.7399 |
191
+ | No log | 2.5688 | 280 | 0.5987 | 0.6026 | 0.5987 | 0.7737 |
192
+ | No log | 2.5872 | 282 | 0.6445 | 0.5333 | 0.6445 | 0.8028 |
193
+ | No log | 2.6055 | 284 | 0.6254 | 0.6026 | 0.6254 | 0.7908 |
194
+ | No log | 2.6239 | 286 | 0.5124 | 0.6875 | 0.5124 | 0.7158 |
195
+ | No log | 2.6422 | 288 | 0.4841 | 0.6385 | 0.4841 | 0.6958 |
196
+ | No log | 2.6606 | 290 | 0.5090 | 0.6875 | 0.5090 | 0.7134 |
197
+ | No log | 2.6789 | 292 | 0.5599 | 0.6983 | 0.5599 | 0.7483 |
198
+ | No log | 2.6972 | 294 | 0.6091 | 0.5917 | 0.6091 | 0.7804 |
199
+ | No log | 2.7156 | 296 | 0.5636 | 0.6026 | 0.5636 | 0.7507 |
200
+ | No log | 2.7339 | 298 | 0.5553 | 0.6667 | 0.5553 | 0.7452 |
201
+ | No log | 2.7523 | 300 | 0.5890 | 0.5505 | 0.5890 | 0.7674 |
202
+ | No log | 2.7706 | 302 | 0.6105 | 0.5505 | 0.6105 | 0.7813 |
203
+ | No log | 2.7890 | 304 | 0.6344 | 0.6026 | 0.6344 | 0.7965 |
204
+ | No log | 2.8073 | 306 | 0.6604 | 0.4388 | 0.6604 | 0.8126 |
205
+ | No log | 2.8257 | 308 | 0.6486 | 0.3814 | 0.6486 | 0.8054 |
206
+ | No log | 2.8440 | 310 | 0.6027 | 0.5604 | 0.6027 | 0.7763 |
207
+ | No log | 2.8624 | 312 | 0.5613 | 0.5333 | 0.5613 | 0.7492 |
208
+ | No log | 2.8807 | 314 | 0.5387 | 0.6667 | 0.5387 | 0.7340 |
209
+ | No log | 2.8991 | 316 | 0.4971 | 0.6385 | 0.4971 | 0.7050 |
210
+ | No log | 2.9174 | 318 | 0.4391 | 0.6883 | 0.4391 | 0.6626 |
211
+ | No log | 2.9358 | 320 | 0.3687 | 0.7510 | 0.3687 | 0.6072 |
212
+ | No log | 2.9541 | 322 | 0.3513 | 0.7518 | 0.3513 | 0.5927 |
213
+ | No log | 2.9725 | 324 | 0.3649 | 0.6769 | 0.3649 | 0.6040 |
214
+ | No log | 2.9908 | 326 | 0.3469 | 0.7850 | 0.3469 | 0.5890 |
215
+ | No log | 3.0092 | 328 | 0.3536 | 0.8293 | 0.3536 | 0.5946 |
216
+ | No log | 3.0275 | 330 | 0.4126 | 0.7074 | 0.4126 | 0.6423 |
217
+ | No log | 3.0459 | 332 | 0.4573 | 0.6899 | 0.4573 | 0.6762 |
218
+ | No log | 3.0642 | 334 | 0.4264 | 0.6715 | 0.4264 | 0.6530 |
219
+ | No log | 3.0826 | 336 | 0.3689 | 0.72 | 0.3689 | 0.6074 |
220
+ | No log | 3.1009 | 338 | 0.3647 | 0.7510 | 0.3647 | 0.6039 |
221
+ | No log | 3.1193 | 340 | 0.3724 | 0.7510 | 0.3724 | 0.6103 |
222
+ | No log | 3.1376 | 342 | 0.4013 | 0.7131 | 0.4013 | 0.6335 |
223
+ | No log | 3.1560 | 344 | 0.5376 | 0.6566 | 0.5376 | 0.7332 |
224
+ | No log | 3.1743 | 346 | 0.6173 | 0.6449 | 0.6173 | 0.7857 |
225
+ | No log | 3.1927 | 348 | 0.5778 | 0.6566 | 0.5778 | 0.7602 |
226
+ | No log | 3.2110 | 350 | 0.4948 | 0.7149 | 0.4948 | 0.7034 |
227
+ | No log | 3.2294 | 352 | 0.4818 | 0.6667 | 0.4818 | 0.6942 |
228
+ | No log | 3.2477 | 354 | 0.5038 | 0.6131 | 0.5038 | 0.7098 |
229
+ | No log | 3.2661 | 356 | 0.6031 | 0.4355 | 0.6031 | 0.7766 |
230
+ | No log | 3.2844 | 358 | 0.6854 | 0.4355 | 0.6854 | 0.8279 |
231
+ | No log | 3.3028 | 360 | 0.6930 | 0.4355 | 0.6930 | 0.8325 |
232
+ | No log | 3.3211 | 362 | 0.6541 | 0.5116 | 0.6541 | 0.8088 |
233
+ | No log | 3.3394 | 364 | 0.6188 | 0.4510 | 0.6188 | 0.7866 |
234
+ | No log | 3.3578 | 366 | 0.6094 | 0.4510 | 0.6094 | 0.7806 |
235
+ | No log | 3.3761 | 368 | 0.6242 | 0.4355 | 0.6242 | 0.7901 |
236
+ | No log | 3.3945 | 370 | 0.6200 | 0.4355 | 0.6200 | 0.7874 |
237
+ | No log | 3.4128 | 372 | 0.6799 | 0.5641 | 0.6799 | 0.8246 |
238
+ | No log | 3.4312 | 374 | 0.6593 | 0.5725 | 0.6593 | 0.8120 |
239
+ | No log | 3.4495 | 376 | 0.5655 | 0.6566 | 0.5655 | 0.7520 |
240
+ | No log | 3.4679 | 378 | 0.4618 | 0.7059 | 0.4618 | 0.6796 |
241
+ | No log | 3.4862 | 380 | 0.4052 | 0.6778 | 0.4052 | 0.6366 |
242
+ | No log | 3.5046 | 382 | 0.3831 | 0.5545 | 0.3831 | 0.6189 |
243
+ | No log | 3.5229 | 384 | 0.3779 | 0.5545 | 0.3779 | 0.6147 |
244
+ | No log | 3.5413 | 386 | 0.3625 | 0.6529 | 0.3625 | 0.6021 |
245
+ | No log | 3.5596 | 388 | 0.3489 | 0.6061 | 0.3489 | 0.5907 |
246
+ | No log | 3.5780 | 390 | 0.3384 | 0.7640 | 0.3384 | 0.5817 |
247
+ | No log | 3.5963 | 392 | 0.3350 | 0.7640 | 0.3350 | 0.5788 |
248
+ | No log | 3.6147 | 394 | 0.3533 | 0.72 | 0.3533 | 0.5944 |
249
+ | No log | 3.6330 | 396 | 0.4071 | 0.6805 | 0.4071 | 0.6380 |
250
+ | No log | 3.6514 | 398 | 0.4504 | 0.7154 | 0.4504 | 0.6711 |
251
+ | No log | 3.6697 | 400 | 0.4941 | 0.7244 | 0.4941 | 0.7029 |
252
+ | No log | 3.6881 | 402 | 0.4942 | 0.6983 | 0.4942 | 0.7030 |
253
+ | No log | 3.7064 | 404 | 0.4776 | 0.7149 | 0.4776 | 0.6911 |
254
+ | No log | 3.7248 | 406 | 0.4417 | 0.6875 | 0.4417 | 0.6646 |
255
+ | No log | 3.7431 | 408 | 0.4168 | 0.6875 | 0.4168 | 0.6456 |
256
+ | No log | 3.7615 | 410 | 0.4389 | 0.6875 | 0.4389 | 0.6625 |
257
+ | No log | 3.7798 | 412 | 0.4878 | 0.7244 | 0.4878 | 0.6984 |
258
+ | No log | 3.7982 | 414 | 0.5013 | 0.7244 | 0.5013 | 0.7080 |
259
+ | No log | 3.8165 | 416 | 0.5012 | 0.7004 | 0.5012 | 0.7079 |
260
+ | No log | 3.8349 | 418 | 0.4319 | 0.7225 | 0.4319 | 0.6572 |
261
+ | No log | 3.8532 | 420 | 0.4065 | 0.7565 | 0.4065 | 0.6375 |
262
+ | No log | 3.8716 | 422 | 0.3987 | 0.7565 | 0.3987 | 0.6314 |
263
+ | No log | 3.8899 | 424 | 0.4287 | 0.7565 | 0.4287 | 0.6548 |
264
+ | No log | 3.9083 | 426 | 0.5190 | 0.7004 | 0.5190 | 0.7204 |
265
+ | No log | 3.9266 | 428 | 0.5742 | 0.6375 | 0.5742 | 0.7577 |
266
+ | No log | 3.9450 | 430 | 0.5435 | 0.5917 | 0.5435 | 0.7372 |
267
+ | No log | 3.9633 | 432 | 0.4748 | 0.6723 | 0.4748 | 0.6890 |
268
+ | No log | 3.9817 | 434 | 0.4288 | 0.6237 | 0.4288 | 0.6548 |
269
+ | No log | 4.0 | 436 | 0.4278 | 0.56 | 0.4278 | 0.6540 |
270
+ | No log | 4.0183 | 438 | 0.4331 | 0.5116 | 0.4331 | 0.6581 |
271
+ | No log | 4.0367 | 440 | 0.4496 | 0.5842 | 0.4496 | 0.6705 |
272
+ | No log | 4.0550 | 442 | 0.4884 | 0.6983 | 0.4884 | 0.6989 |
273
+ | No log | 4.0734 | 444 | 0.5334 | 0.6026 | 0.5334 | 0.7303 |
274
+ | No log | 4.0917 | 446 | 0.5422 | 0.5917 | 0.5422 | 0.7363 |
275
+ | No log | 4.1101 | 448 | 0.5081 | 0.6831 | 0.5081 | 0.7128 |
276
+ | No log | 4.1284 | 450 | 0.4497 | 0.6667 | 0.4497 | 0.6706 |
277
+ | No log | 4.1468 | 452 | 0.4205 | 0.6557 | 0.4205 | 0.6485 |
278
+ | No log | 4.1651 | 454 | 0.4109 | 0.7034 | 0.4109 | 0.6410 |
279
+ | No log | 4.1835 | 456 | 0.4381 | 0.6540 | 0.4381 | 0.6619 |
280
+ | No log | 4.2018 | 458 | 0.4941 | 0.6540 | 0.4941 | 0.7029 |
281
+ | No log | 4.2202 | 460 | 0.5916 | 0.5655 | 0.5916 | 0.7692 |
282
+ | No log | 4.2385 | 462 | 0.6494 | 0.5641 | 0.6494 | 0.8058 |
283
+ | No log | 4.2569 | 464 | 0.6156 | 0.5641 | 0.6156 | 0.7846 |
284
+ | No log | 4.2752 | 466 | 0.5202 | 0.6769 | 0.5202 | 0.7212 |
285
+ | No log | 4.2936 | 468 | 0.4528 | 0.6769 | 0.4528 | 0.6729 |
286
+ | No log | 4.3119 | 470 | 0.4380 | 0.6345 | 0.4380 | 0.6618 |
287
+ | No log | 4.3303 | 472 | 0.4738 | 0.6769 | 0.4738 | 0.6883 |
288
+ | No log | 4.3486 | 474 | 0.5075 | 0.6769 | 0.5075 | 0.7124 |
289
+ | No log | 4.3670 | 476 | 0.5096 | 0.7569 | 0.5096 | 0.7138 |
290
+ | No log | 4.3853 | 478 | 0.4959 | 0.7569 | 0.4959 | 0.7042 |
291
+ | No log | 4.4037 | 480 | 0.4829 | 0.7569 | 0.4829 | 0.6949 |
292
+ | No log | 4.4220 | 482 | 0.4781 | 0.7569 | 0.4781 | 0.6914 |
293
+ | No log | 4.4404 | 484 | 0.4870 | 0.6807 | 0.4870 | 0.6979 |
294
+ | No log | 4.4587 | 486 | 0.5174 | 0.6343 | 0.5174 | 0.7193 |
295
+ | No log | 4.4771 | 488 | 0.5103 | 0.6343 | 0.5103 | 0.7144 |
296
+ | No log | 4.4954 | 490 | 0.4695 | 0.5914 | 0.4695 | 0.6852 |
297
+ | No log | 4.5138 | 492 | 0.4333 | 0.6557 | 0.4333 | 0.6582 |
298
+ | No log | 4.5321 | 494 | 0.4288 | 0.6216 | 0.4288 | 0.6549 |
299
+ | No log | 4.5505 | 496 | 0.4410 | 0.6224 | 0.4410 | 0.6641 |
300
+ | No log | 4.5688 | 498 | 0.4507 | 0.5532 | 0.4507 | 0.6714 |
301
+ | 0.2533 | 4.5872 | 500 | 0.4552 | 0.5532 | 0.4552 | 0.6747 |
302
+ | 0.2533 | 4.6055 | 502 | 0.4661 | 0.5532 | 0.4661 | 0.6827 |
303
+ | 0.2533 | 4.6239 | 504 | 0.4827 | 0.6016 | 0.4827 | 0.6948 |
304
+ | 0.2533 | 4.6422 | 506 | 0.4809 | 0.6016 | 0.4809 | 0.6934 |
305
+ | 0.2533 | 4.6606 | 508 | 0.5234 | 0.6500 | 0.5234 | 0.7235 |
306
+ | 0.2533 | 4.6789 | 510 | 0.5386 | 0.6026 | 0.5386 | 0.7339 |
307
+ | 0.2533 | 4.6972 | 512 | 0.5547 | 0.6026 | 0.5547 | 0.7448 |
308
+ | 0.2533 | 4.7156 | 514 | 0.5698 | 0.5044 | 0.5698 | 0.7548 |
309
+ | 0.2533 | 4.7339 | 516 | 0.5793 | 0.4979 | 0.5793 | 0.7611 |
310
+ | 0.2533 | 4.7523 | 518 | 0.6095 | 0.4979 | 0.6095 | 0.7807 |
311
+ | 0.2533 | 4.7706 | 520 | 0.6617 | 0.5405 | 0.6617 | 0.8135 |
312
+ | 0.2533 | 4.7890 | 522 | 0.6598 | 0.5405 | 0.6598 | 0.8123 |
313
+ | 0.2533 | 4.8073 | 524 | 0.5755 | 0.6260 | 0.5755 | 0.7586 |
314
+ | 0.2533 | 4.8257 | 526 | 0.5174 | 0.7244 | 0.5174 | 0.7193 |
315
+ | 0.2533 | 4.8440 | 528 | 0.4984 | 0.7244 | 0.4984 | 0.7060 |
316
+ | 0.2533 | 4.8624 | 530 | 0.5157 | 0.7244 | 0.5157 | 0.7181 |
317
+ | 0.2533 | 4.8807 | 532 | 0.5104 | 0.7244 | 0.5104 | 0.7144 |
318
+ | 0.2533 | 4.8991 | 534 | 0.5136 | 0.7094 | 0.5136 | 0.7167 |
319
+ | 0.2533 | 4.9174 | 536 | 0.5158 | 0.6693 | 0.5158 | 0.7182 |
320
+ | 0.2533 | 4.9358 | 538 | 0.5220 | 0.6693 | 0.5220 | 0.7225 |
321
+ | 0.2533 | 4.9541 | 540 | 0.5327 | 0.6693 | 0.5327 | 0.7299 |
322
+ | 0.2533 | 4.9725 | 542 | 0.5648 | 0.5817 | 0.5648 | 0.7516 |
323
+ | 0.2533 | 4.9908 | 544 | 0.5569 | 0.6693 | 0.5569 | 0.7462 |
324
+ | 0.2533 | 5.0092 | 546 | 0.5325 | 0.6693 | 0.5325 | 0.7297 |
325
+ | 0.2533 | 5.0275 | 548 | 0.5178 | 0.6831 | 0.5178 | 0.7196 |
326
+ | 0.2533 | 5.0459 | 550 | 0.4986 | 0.6831 | 0.4986 | 0.7061 |
327
+ | 0.2533 | 5.0642 | 552 | 0.4929 | 0.6831 | 0.4929 | 0.7020 |
328
+ | 0.2533 | 5.0826 | 554 | 0.5108 | 0.6831 | 0.5108 | 0.7147 |
329
+ | 0.2533 | 5.1009 | 556 | 0.5086 | 0.6831 | 0.5086 | 0.7131 |
330
+ | 0.2533 | 5.1193 | 558 | 0.5102 | 0.6831 | 0.5102 | 0.7143 |
331
+ | 0.2533 | 5.1376 | 560 | 0.4912 | 0.6769 | 0.4912 | 0.7009 |
332
+ | 0.2533 | 5.1560 | 562 | 0.4429 | 0.6540 | 0.4429 | 0.6655 |
333
+ | 0.2533 | 5.1743 | 564 | 0.4276 | 0.6842 | 0.4276 | 0.6539 |
334
+ | 0.2533 | 5.1927 | 566 | 0.4646 | 0.7 | 0.4646 | 0.6816 |
335
+ | 0.2533 | 5.2110 | 568 | 0.5100 | 0.7083 | 0.5100 | 0.7141 |
336
+ | 0.2533 | 5.2294 | 570 | 0.5382 | 0.6316 | 0.5382 | 0.7336 |
337
+ | 0.2533 | 5.2477 | 572 | 0.5100 | 0.6316 | 0.5100 | 0.7141 |
338
+ | 0.2533 | 5.2661 | 574 | 0.4409 | 0.7 | 0.4409 | 0.6640 |
339
+ | 0.2533 | 5.2844 | 576 | 0.4127 | 0.7426 | 0.4127 | 0.6424 |
340
+ | 0.2533 | 5.3028 | 578 | 0.4263 | 0.7 | 0.4263 | 0.6529 |
341
+ | 0.2533 | 5.3211 | 580 | 0.4549 | 0.6769 | 0.4549 | 0.6745 |
342
+ | 0.2533 | 5.3394 | 582 | 0.5051 | 0.5821 | 0.5051 | 0.7107 |
343
+ | 0.2533 | 5.3578 | 584 | 0.5271 | 0.5821 | 0.5271 | 0.7260 |
344
+ | 0.2533 | 5.3761 | 586 | 0.5708 | 0.5821 | 0.5708 | 0.7555 |
345
+ | 0.2533 | 5.3945 | 588 | 0.5606 | 0.5821 | 0.5606 | 0.7487 |
346
+ | 0.2533 | 5.4128 | 590 | 0.5105 | 0.5821 | 0.5105 | 0.7145 |
347
+ | 0.2533 | 5.4312 | 592 | 0.4731 | 0.6769 | 0.4731 | 0.6878 |
348
+ | 0.2533 | 5.4495 | 594 | 0.4841 | 0.6831 | 0.4841 | 0.6958 |
349
+ | 0.2533 | 5.4679 | 596 | 0.5238 | 0.5817 | 0.5238 | 0.7238 |
350
+ | 0.2533 | 5.4862 | 598 | 0.5226 | 0.6693 | 0.5226 | 0.7229 |
351
+ | 0.2533 | 5.5046 | 600 | 0.5019 | 0.6693 | 0.5019 | 0.7084 |
352
+ | 0.2533 | 5.5229 | 602 | 0.4397 | 0.7154 | 0.4397 | 0.6631 |
353
+ | 0.2533 | 5.5413 | 604 | 0.4292 | 0.7319 | 0.4292 | 0.6552 |
354
+ | 0.2533 | 5.5596 | 606 | 0.4522 | 0.7154 | 0.4522 | 0.6725 |
355
+ | 0.2533 | 5.5780 | 608 | 0.4737 | 0.6831 | 0.4737 | 0.6883 |
356
+ | 0.2533 | 5.5963 | 610 | 0.4959 | 0.6693 | 0.4959 | 0.7042 |
357
+ | 0.2533 | 5.6147 | 612 | 0.4826 | 0.6831 | 0.4826 | 0.6947 |
358
+ | 0.2533 | 5.6330 | 614 | 0.4938 | 0.6831 | 0.4938 | 0.7027 |
359
+ | 0.2533 | 5.6514 | 616 | 0.5125 | 0.6831 | 0.5125 | 0.7159 |
360
+ | 0.2533 | 5.6697 | 618 | 0.5229 | 0.6831 | 0.5229 | 0.7231 |
361
+ | 0.2533 | 5.6881 | 620 | 0.5198 | 0.6983 | 0.5198 | 0.7210 |
362
+ | 0.2533 | 5.7064 | 622 | 0.5328 | 0.6983 | 0.5328 | 0.7300 |
363
+ | 0.2533 | 5.7248 | 624 | 0.5158 | 0.7149 | 0.5158 | 0.7182 |
364
+ | 0.2533 | 5.7431 | 626 | 0.4998 | 0.7149 | 0.4998 | 0.7069 |
365
+ | 0.2533 | 5.7615 | 628 | 0.5311 | 0.6026 | 0.5311 | 0.7288 |
366
+ | 0.2533 | 5.7798 | 630 | 0.5715 | 0.5817 | 0.5715 | 0.7560 |
367
+ | 0.2533 | 5.7982 | 632 | 0.5794 | 0.5817 | 0.5794 | 0.7612 |
368
+ | 0.2533 | 5.8165 | 634 | 0.6019 | 0.5817 | 0.6019 | 0.7758 |
369
+ | 0.2533 | 5.8349 | 636 | 0.6251 | 0.5817 | 0.6251 | 0.7906 |
370
+ | 0.2533 | 5.8532 | 638 | 0.5698 | 0.5817 | 0.5698 | 0.7549 |
371
+ | 0.2533 | 5.8716 | 640 | 0.4731 | 0.6983 | 0.4731 | 0.6878 |
372
+ | 0.2533 | 5.8899 | 642 | 0.4072 | 0.7059 | 0.4072 | 0.6381 |
373
+ | 0.2533 | 5.9083 | 644 | 0.3863 | 0.7131 | 0.3863 | 0.6215 |
374
+ | 0.2533 | 5.9266 | 646 | 0.3958 | 0.7386 | 0.3958 | 0.6292 |
375
+ | 0.2533 | 5.9450 | 648 | 0.4272 | 0.7059 | 0.4272 | 0.6536 |
376
+ | 0.2533 | 5.9633 | 650 | 0.4884 | 0.6983 | 0.4884 | 0.6988 |
377
+ | 0.2533 | 5.9817 | 652 | 0.5471 | 0.6375 | 0.5471 | 0.7397 |
378
+ | 0.2533 | 6.0 | 654 | 0.5926 | 0.6260 | 0.5926 | 0.7698 |
379
+ | 0.2533 | 6.0183 | 656 | 0.5936 | 0.6260 | 0.5936 | 0.7705 |
380
+ | 0.2533 | 6.0367 | 658 | 0.5354 | 0.6375 | 0.5354 | 0.7317 |
381
+ | 0.2533 | 6.0550 | 660 | 0.4515 | 0.6769 | 0.4515 | 0.6719 |
382
+ | 0.2533 | 6.0734 | 662 | 0.4201 | 0.7059 | 0.4201 | 0.6482 |
383
+ | 0.2533 | 6.0917 | 664 | 0.3953 | 0.7059 | 0.3953 | 0.6288 |
384
+ | 0.2533 | 6.1101 | 666 | 0.3860 | 0.7059 | 0.3860 | 0.6213 |
385
+ | 0.2533 | 6.1284 | 668 | 0.3871 | 0.7529 | 0.3871 | 0.6222 |
386
+ | 0.2533 | 6.1468 | 670 | 0.3945 | 0.7220 | 0.3945 | 0.6281 |
387
+ | 0.2533 | 6.1651 | 672 | 0.4003 | 0.7220 | 0.4003 | 0.6327 |
388
+ | 0.2533 | 6.1835 | 674 | 0.4231 | 0.7220 | 0.4231 | 0.6505 |
389
+ | 0.2533 | 6.2018 | 676 | 0.4597 | 0.7425 | 0.4597 | 0.6780 |
390
+ | 0.2533 | 6.2202 | 678 | 0.4903 | 0.7425 | 0.4903 | 0.7002 |
391
+ | 0.2533 | 6.2385 | 680 | 0.4530 | 0.7083 | 0.4530 | 0.6731 |
392
+ | 0.2533 | 6.2569 | 682 | 0.3882 | 0.7368 | 0.3882 | 0.6231 |
393
+ | 0.2533 | 6.2752 | 684 | 0.3700 | 0.7829 | 0.3700 | 0.6083 |
394
+ | 0.2533 | 6.2936 | 686 | 0.3741 | 0.7829 | 0.3741 | 0.6117 |
395
+ | 0.2533 | 6.3119 | 688 | 0.3765 | 0.7829 | 0.3765 | 0.6136 |
396
+ | 0.2533 | 6.3303 | 690 | 0.3930 | 0.7529 | 0.3930 | 0.6269 |
397
+ | 0.2533 | 6.3486 | 692 | 0.4465 | 0.7083 | 0.4465 | 0.6682 |
398
+ | 0.2533 | 6.3670 | 694 | 0.4795 | 0.7083 | 0.4795 | 0.6925 |
399
+ | 0.2533 | 6.3853 | 696 | 0.4786 | 0.7083 | 0.4786 | 0.6918 |
400
+ | 0.2533 | 6.4037 | 698 | 0.4588 | 0.7083 | 0.4588 | 0.6774 |
401
+ | 0.2533 | 6.4220 | 700 | 0.4303 | 0.7368 | 0.4303 | 0.6559 |
402
+ | 0.2533 | 6.4404 | 702 | 0.4065 | 0.7059 | 0.4065 | 0.6376 |
403
+ | 0.2533 | 6.4587 | 704 | 0.3786 | 0.7449 | 0.3786 | 0.6153 |
404
+ | 0.2533 | 6.4771 | 706 | 0.3853 | 0.7449 | 0.3853 | 0.6207 |
405
+ | 0.2533 | 6.4954 | 708 | 0.4166 | 0.7059 | 0.4166 | 0.6454 |
406
+ | 0.2533 | 6.5138 | 710 | 0.4809 | 0.6908 | 0.4809 | 0.6934 |
407
+ | 0.2533 | 6.5321 | 712 | 0.5186 | 0.6693 | 0.5186 | 0.7201 |
408
+ | 0.2533 | 6.5505 | 714 | 0.5285 | 0.6693 | 0.5285 | 0.7270 |
409
+ | 0.2533 | 6.5688 | 716 | 0.5213 | 0.6693 | 0.5213 | 0.7220 |
410
+ | 0.2533 | 6.5872 | 718 | 0.4861 | 0.6831 | 0.4861 | 0.6972 |
411
+ | 0.2533 | 6.6055 | 720 | 0.4349 | 0.6908 | 0.4349 | 0.6595 |
412
+ | 0.2533 | 6.6239 | 722 | 0.4281 | 0.6908 | 0.4281 | 0.6543 |
413
+ | 0.2533 | 6.6422 | 724 | 0.4700 | 0.6831 | 0.4700 | 0.6856 |
414
+ | 0.2533 | 6.6606 | 726 | 0.5329 | 0.6693 | 0.5329 | 0.7300 |
415
+ | 0.2533 | 6.6789 | 728 | 0.6290 | 0.6449 | 0.6290 | 0.7931 |
416
+ | 0.2533 | 6.6972 | 730 | 0.6646 | 0.5641 | 0.6646 | 0.8152 |
417
+ | 0.2533 | 6.7156 | 732 | 0.6880 | 0.5641 | 0.6880 | 0.8295 |
418
+ | 0.2533 | 6.7339 | 734 | 0.6952 | 0.5641 | 0.6952 | 0.8338 |
419
+ | 0.2533 | 6.7523 | 736 | 0.6479 | 0.5641 | 0.6479 | 0.8049 |
420
+ | 0.2533 | 6.7706 | 738 | 0.5628 | 0.6693 | 0.5628 | 0.7502 |
421
+ | 0.2533 | 6.7890 | 740 | 0.4937 | 0.6831 | 0.4937 | 0.7026 |
422
+ | 0.2533 | 6.8073 | 742 | 0.4466 | 0.6983 | 0.4466 | 0.6683 |
423
+ | 0.2533 | 6.8257 | 744 | 0.4292 | 0.7149 | 0.4292 | 0.6551 |
424
+ | 0.2533 | 6.8440 | 746 | 0.4173 | 0.7149 | 0.4173 | 0.6460 |
425
+ | 0.2533 | 6.8624 | 748 | 0.4342 | 0.6831 | 0.4342 | 0.6590 |
426
+ | 0.2533 | 6.8807 | 750 | 0.4928 | 0.6831 | 0.4928 | 0.7020 |
427
+ | 0.2533 | 6.8991 | 752 | 0.5774 | 0.7094 | 0.5774 | 0.7598 |
428
+ | 0.2533 | 6.9174 | 754 | 0.6212 | 0.6260 | 0.6212 | 0.7882 |
429
+ | 0.2533 | 6.9358 | 756 | 0.6026 | 0.7094 | 0.6026 | 0.7763 |
430
+ | 0.2533 | 6.9541 | 758 | 0.5366 | 0.6693 | 0.5366 | 0.7325 |
431
+ | 0.2533 | 6.9725 | 760 | 0.4738 | 0.6831 | 0.4738 | 0.6883 |
432
+ | 0.2533 | 6.9908 | 762 | 0.4626 | 0.6831 | 0.4626 | 0.6802 |
433
+ | 0.2533 | 7.0092 | 764 | 0.4825 | 0.6831 | 0.4825 | 0.6946 |
434
+ | 0.2533 | 7.0275 | 766 | 0.4886 | 0.6831 | 0.4886 | 0.6990 |
435
+ | 0.2533 | 7.0459 | 768 | 0.4997 | 0.6831 | 0.4997 | 0.7069 |
436
+ | 0.2533 | 7.0642 | 770 | 0.4823 | 0.6831 | 0.4823 | 0.6945 |
437
+ | 0.2533 | 7.0826 | 772 | 0.4514 | 0.6983 | 0.4514 | 0.6719 |
438
+ | 0.2533 | 7.1009 | 774 | 0.4301 | 0.6667 | 0.4301 | 0.6558 |
439
+ | 0.2533 | 7.1193 | 776 | 0.4244 | 0.6957 | 0.4244 | 0.6515 |
440
+ | 0.2533 | 7.1376 | 778 | 0.4425 | 0.6516 | 0.4425 | 0.6652 |
441
+ | 0.2533 | 7.1560 | 780 | 0.4819 | 0.6831 | 0.4819 | 0.6942 |
442
+ | 0.2533 | 7.1743 | 782 | 0.5212 | 0.6831 | 0.5212 | 0.7220 |
443
+ | 0.2533 | 7.1927 | 784 | 0.5181 | 0.6831 | 0.5181 | 0.7198 |
444
+ | 0.2533 | 7.2110 | 786 | 0.5285 | 0.6831 | 0.5285 | 0.7270 |
445
+ | 0.2533 | 7.2294 | 788 | 0.5451 | 0.6831 | 0.5451 | 0.7383 |
446
+ | 0.2533 | 7.2477 | 790 | 0.5459 | 0.6831 | 0.5459 | 0.7389 |
447
+ | 0.2533 | 7.2661 | 792 | 0.5352 | 0.6831 | 0.5352 | 0.7316 |
448
+ | 0.2533 | 7.2844 | 794 | 0.5163 | 0.6831 | 0.5163 | 0.7185 |
449
+ | 0.2533 | 7.3028 | 796 | 0.5205 | 0.6831 | 0.5205 | 0.7215 |
450
+ | 0.2533 | 7.3211 | 798 | 0.5317 | 0.6831 | 0.5317 | 0.7292 |
451
+ | 0.2533 | 7.3394 | 800 | 0.5629 | 0.6831 | 0.5629 | 0.7503 |
452
+ | 0.2533 | 7.3578 | 802 | 0.5695 | 0.6831 | 0.5695 | 0.7546 |
453
+ | 0.2533 | 7.3761 | 804 | 0.5428 | 0.6831 | 0.5428 | 0.7368 |
454
+ | 0.2533 | 7.3945 | 806 | 0.5229 | 0.6831 | 0.5229 | 0.7231 |
455
+ | 0.2533 | 7.4128 | 808 | 0.5192 | 0.6831 | 0.5192 | 0.7205 |
456
+ | 0.2533 | 7.4312 | 810 | 0.5315 | 0.6831 | 0.5315 | 0.7290 |
457
+ | 0.2533 | 7.4495 | 812 | 0.5324 | 0.6831 | 0.5324 | 0.7297 |
458
+ | 0.2533 | 7.4679 | 814 | 0.5319 | 0.7244 | 0.5319 | 0.7293 |
459
+ | 0.2533 | 7.4862 | 816 | 0.5033 | 0.6831 | 0.5033 | 0.7094 |
460
+ | 0.2533 | 7.5046 | 818 | 0.4604 | 0.7072 | 0.4604 | 0.6785 |
461
+ | 0.2533 | 7.5229 | 820 | 0.4166 | 0.7072 | 0.4166 | 0.6455 |
462
+ | 0.2533 | 7.5413 | 822 | 0.3912 | 0.7386 | 0.3912 | 0.6255 |
463
+ | 0.2533 | 7.5596 | 824 | 0.3888 | 0.7705 | 0.3888 | 0.6235 |
464
+ | 0.2533 | 7.5780 | 826 | 0.4024 | 0.7386 | 0.4024 | 0.6344 |
465
+ | 0.2533 | 7.5963 | 828 | 0.4173 | 0.7072 | 0.4173 | 0.6460 |
466
+ | 0.2533 | 7.6147 | 830 | 0.4389 | 0.6769 | 0.4389 | 0.6625 |
467
+ | 0.2533 | 7.6330 | 832 | 0.4822 | 0.6769 | 0.4822 | 0.6944 |
468
+ | 0.2533 | 7.6514 | 834 | 0.5325 | 0.7244 | 0.5325 | 0.7297 |
469
+ | 0.2533 | 7.6697 | 836 | 0.5551 | 0.6375 | 0.5551 | 0.7450 |
470
+ | 0.2533 | 7.6881 | 838 | 0.5470 | 0.6375 | 0.5470 | 0.7396 |
471
+ | 0.2533 | 7.7064 | 840 | 0.5332 | 0.6831 | 0.5332 | 0.7302 |
472
+ | 0.2533 | 7.7248 | 842 | 0.5381 | 0.7244 | 0.5381 | 0.7336 |
473
+ | 0.2533 | 7.7431 | 844 | 0.5421 | 0.7244 | 0.5421 | 0.7363 |
474
+ | 0.2533 | 7.7615 | 846 | 0.5271 | 0.7159 | 0.5271 | 0.7260 |
475
+ | 0.2533 | 7.7798 | 848 | 0.5177 | 0.7159 | 0.5177 | 0.7195 |
476
+ | 0.2533 | 7.7982 | 850 | 0.4843 | 0.6769 | 0.4843 | 0.6959 |
477
+ | 0.2533 | 7.8165 | 852 | 0.4704 | 0.6769 | 0.4704 | 0.6859 |
478
+ | 0.2533 | 7.8349 | 854 | 0.4617 | 0.6769 | 0.4617 | 0.6795 |
479
+ | 0.2533 | 7.8532 | 856 | 0.4620 | 0.6769 | 0.4620 | 0.6797 |
480
+ | 0.2533 | 7.8716 | 858 | 0.4497 | 0.6769 | 0.4497 | 0.6706 |
481
+ | 0.2533 | 7.8899 | 860 | 0.4307 | 0.7072 | 0.4307 | 0.6563 |
482
+ | 0.2533 | 7.9083 | 862 | 0.4244 | 0.7072 | 0.4244 | 0.6514 |
483
+ | 0.2533 | 7.9266 | 864 | 0.4208 | 0.7072 | 0.4208 | 0.6487 |
484
+ | 0.2533 | 7.9450 | 866 | 0.4126 | 0.7072 | 0.4126 | 0.6423 |
485
+ | 0.2533 | 7.9633 | 868 | 0.4272 | 0.7072 | 0.4272 | 0.6536 |
486
+ | 0.2533 | 7.9817 | 870 | 0.4474 | 0.7159 | 0.4474 | 0.6689 |
487
+ | 0.2533 | 8.0 | 872 | 0.4561 | 0.7159 | 0.4561 | 0.6753 |
488
+ | 0.2533 | 8.0183 | 874 | 0.4718 | 0.7159 | 0.4718 | 0.6869 |
489
+ | 0.2533 | 8.0367 | 876 | 0.4722 | 0.7159 | 0.4722 | 0.6871 |
490
+ | 0.2533 | 8.0550 | 878 | 0.4594 | 0.7159 | 0.4594 | 0.6778 |
491
+ | 0.2533 | 8.0734 | 880 | 0.4371 | 0.7072 | 0.4371 | 0.6611 |
492
+ | 0.2533 | 8.0917 | 882 | 0.4142 | 0.7138 | 0.4142 | 0.6436 |
493
+ | 0.2533 | 8.1101 | 884 | 0.4117 | 0.7287 | 0.4117 | 0.6416 |
494
+ | 0.2533 | 8.1284 | 886 | 0.4191 | 0.6980 | 0.4191 | 0.6474 |
495
+ | 0.2533 | 8.1468 | 888 | 0.4369 | 0.6769 | 0.4369 | 0.6610 |
496
+ | 0.2533 | 8.1651 | 890 | 0.4508 | 0.6769 | 0.4508 | 0.6714 |
497
+ | 0.2533 | 8.1835 | 892 | 0.4830 | 0.7159 | 0.4830 | 0.6950 |
498
+ | 0.2533 | 8.2018 | 894 | 0.5018 | 0.7159 | 0.5018 | 0.7084 |
499
+ | 0.2533 | 8.2202 | 896 | 0.4960 | 0.7159 | 0.4960 | 0.7043 |
500
+ | 0.2533 | 8.2385 | 898 | 0.4827 | 0.6769 | 0.4827 | 0.6948 |
501
+ | 0.2533 | 8.2569 | 900 | 0.4718 | 0.6769 | 0.4718 | 0.6868 |
502
+ | 0.2533 | 8.2752 | 902 | 0.4638 | 0.6769 | 0.4638 | 0.6810 |
503
+ | 0.2533 | 8.2936 | 904 | 0.4527 | 0.6769 | 0.4527 | 0.6728 |
504
+ | 0.2533 | 8.3119 | 906 | 0.4515 | 0.6769 | 0.4515 | 0.6720 |
505
+ | 0.2533 | 8.3303 | 908 | 0.4639 | 0.6769 | 0.4639 | 0.6811 |
506
+ | 0.2533 | 8.3486 | 910 | 0.4853 | 0.6769 | 0.4853 | 0.6966 |
507
+ | 0.2533 | 8.3670 | 912 | 0.5244 | 0.7159 | 0.5244 | 0.7242 |
508
+ | 0.2533 | 8.3853 | 914 | 0.5436 | 0.7159 | 0.5436 | 0.7373 |
509
+ | 0.2533 | 8.4037 | 916 | 0.5442 | 0.7159 | 0.5442 | 0.7377 |
510
+ | 0.2533 | 8.4220 | 918 | 0.5438 | 0.7021 | 0.5438 | 0.7374 |
511
+ | 0.2533 | 8.4404 | 920 | 0.5484 | 0.7021 | 0.5484 | 0.7405 |
512
+ | 0.2533 | 8.4587 | 922 | 0.5547 | 0.7021 | 0.5547 | 0.7448 |
513
+ | 0.2533 | 8.4771 | 924 | 0.5652 | 0.7021 | 0.5652 | 0.7518 |
514
+ | 0.2533 | 8.4954 | 926 | 0.5563 | 0.7021 | 0.5563 | 0.7458 |
515
+ | 0.2533 | 8.5138 | 928 | 0.5311 | 0.7021 | 0.5311 | 0.7288 |
516
+ | 0.2533 | 8.5321 | 930 | 0.5084 | 0.7159 | 0.5084 | 0.7130 |
517
+ | 0.2533 | 8.5505 | 932 | 0.4814 | 0.6769 | 0.4814 | 0.6939 |
518
+ | 0.2533 | 8.5688 | 934 | 0.4615 | 0.6769 | 0.4615 | 0.6793 |
519
+ | 0.2533 | 8.5872 | 936 | 0.4512 | 0.6769 | 0.4512 | 0.6717 |
520
+ | 0.2533 | 8.6055 | 938 | 0.4534 | 0.6769 | 0.4534 | 0.6733 |
521
+ | 0.2533 | 8.6239 | 940 | 0.4618 | 0.6769 | 0.4618 | 0.6796 |
522
+ | 0.2533 | 8.6422 | 942 | 0.4764 | 0.6769 | 0.4764 | 0.6902 |
523
+ | 0.2533 | 8.6606 | 944 | 0.4897 | 0.6642 | 0.4897 | 0.6998 |
524
+ | 0.2533 | 8.6789 | 946 | 0.4935 | 0.6642 | 0.4935 | 0.7025 |
525
+ | 0.2533 | 8.6972 | 948 | 0.4854 | 0.6769 | 0.4854 | 0.6967 |
526
+ | 0.2533 | 8.7156 | 950 | 0.4671 | 0.6769 | 0.4671 | 0.6835 |
527
+ | 0.2533 | 8.7339 | 952 | 0.4622 | 0.6769 | 0.4622 | 0.6799 |
528
+ | 0.2533 | 8.7523 | 954 | 0.4697 | 0.6769 | 0.4697 | 0.6854 |
529
+ | 0.2533 | 8.7706 | 956 | 0.4771 | 0.6769 | 0.4771 | 0.6907 |
530
+ | 0.2533 | 8.7890 | 958 | 0.4902 | 0.6769 | 0.4902 | 0.7001 |
531
+ | 0.2533 | 8.8073 | 960 | 0.4937 | 0.6769 | 0.4937 | 0.7026 |
532
+ | 0.2533 | 8.8257 | 962 | 0.5080 | 0.6831 | 0.5080 | 0.7128 |
533
+ | 0.2533 | 8.8440 | 964 | 0.5194 | 0.6831 | 0.5194 | 0.7207 |
534
+ | 0.2533 | 8.8624 | 966 | 0.5401 | 0.6693 | 0.5401 | 0.7349 |
535
+ | 0.2533 | 8.8807 | 968 | 0.5513 | 0.6693 | 0.5513 | 0.7425 |
536
+ | 0.2533 | 8.8991 | 970 | 0.5507 | 0.6693 | 0.5507 | 0.7421 |
537
+ | 0.2533 | 8.9174 | 972 | 0.5577 | 0.6693 | 0.5577 | 0.7468 |
538
+ | 0.2533 | 8.9358 | 974 | 0.5601 | 0.6693 | 0.5601 | 0.7484 |
539
+ | 0.2533 | 8.9541 | 976 | 0.5545 | 0.6693 | 0.5545 | 0.7446 |
540
+ | 0.2533 | 8.9725 | 978 | 0.5444 | 0.6693 | 0.5444 | 0.7379 |
541
+ | 0.2533 | 8.9908 | 980 | 0.5226 | 0.6831 | 0.5226 | 0.7229 |
542
+ | 0.2533 | 9.0092 | 982 | 0.5071 | 0.6831 | 0.5071 | 0.7121 |
543
+ | 0.2533 | 9.0275 | 984 | 0.5040 | 0.6769 | 0.5040 | 0.7099 |
544
+ | 0.2533 | 9.0459 | 986 | 0.5031 | 0.6769 | 0.5031 | 0.7093 |
545
+ | 0.2533 | 9.0642 | 988 | 0.5020 | 0.6769 | 0.5020 | 0.7085 |
546
+ | 0.2533 | 9.0826 | 990 | 0.4943 | 0.6769 | 0.4943 | 0.7031 |
547
+ | 0.2533 | 9.1009 | 992 | 0.4831 | 0.6908 | 0.4831 | 0.6950 |
548
+ | 0.2533 | 9.1193 | 994 | 0.4748 | 0.6471 | 0.4748 | 0.6890 |
549
+ | 0.2533 | 9.1376 | 996 | 0.4661 | 0.6471 | 0.4661 | 0.6827 |
550
+ | 0.2533 | 9.1560 | 998 | 0.4641 | 0.6471 | 0.4641 | 0.6812 |
551
+ | 0.0869 | 9.1743 | 1000 | 0.4684 | 0.6471 | 0.4684 | 0.6844 |
552
+ | 0.0869 | 9.1927 | 1002 | 0.4730 | 0.6471 | 0.4730 | 0.6878 |
553
+ | 0.0869 | 9.2110 | 1004 | 0.4848 | 0.6908 | 0.4848 | 0.6963 |
554
+ | 0.0869 | 9.2294 | 1006 | 0.4977 | 0.6769 | 0.4977 | 0.7055 |
555
+ | 0.0869 | 9.2477 | 1008 | 0.5116 | 0.6769 | 0.5116 | 0.7153 |
556
+ | 0.0869 | 9.2661 | 1010 | 0.5228 | 0.5914 | 0.5228 | 0.7231 |
557
+ | 0.0869 | 9.2844 | 1012 | 0.5257 | 0.5914 | 0.5257 | 0.7251 |
558
+ | 0.0869 | 9.3028 | 1014 | 0.5204 | 0.5914 | 0.5204 | 0.7214 |
559
+ | 0.0869 | 9.3211 | 1016 | 0.5137 | 0.5914 | 0.5137 | 0.7168 |
560
+ | 0.0869 | 9.3394 | 1018 | 0.5122 | 0.5914 | 0.5122 | 0.7156 |
561
+ | 0.0869 | 9.3578 | 1020 | 0.5078 | 0.6769 | 0.5078 | 0.7126 |
562
+ | 0.0869 | 9.3761 | 1022 | 0.4999 | 0.6908 | 0.4999 | 0.7070 |
563
+ | 0.0869 | 9.3945 | 1024 | 0.4893 | 0.6908 | 0.4893 | 0.6995 |
564
+ | 0.0869 | 9.4128 | 1026 | 0.4807 | 0.6908 | 0.4807 | 0.6933 |
565
+ | 0.0869 | 9.4312 | 1028 | 0.4745 | 0.6471 | 0.4745 | 0.6888 |
566
+ | 0.0869 | 9.4495 | 1030 | 0.4686 | 0.6471 | 0.4686 | 0.6845 |
567
+ | 0.0869 | 9.4679 | 1032 | 0.4647 | 0.6471 | 0.4647 | 0.6817 |
568
+ | 0.0869 | 9.4862 | 1034 | 0.4639 | 0.6471 | 0.4639 | 0.6811 |
569
+ | 0.0869 | 9.5046 | 1036 | 0.4656 | 0.6471 | 0.4656 | 0.6824 |
570
+ | 0.0869 | 9.5229 | 1038 | 0.4692 | 0.6471 | 0.4692 | 0.6850 |
571
+ | 0.0869 | 9.5413 | 1040 | 0.4756 | 0.6471 | 0.4756 | 0.6896 |
572
+ | 0.0869 | 9.5596 | 1042 | 0.4855 | 0.6908 | 0.4856 | 0.6968 |
573
+ | 0.0869 | 9.5780 | 1044 | 0.4964 | 0.6769 | 0.4964 | 0.7046 |
574
+ | 0.0869 | 9.5963 | 1046 | 0.5010 | 0.6769 | 0.5010 | 0.7078 |
575
+ | 0.0869 | 9.6147 | 1048 | 0.5031 | 0.6769 | 0.5031 | 0.7093 |
576
+ | 0.0869 | 9.6330 | 1050 | 0.5044 | 0.6769 | 0.5044 | 0.7102 |
577
+ | 0.0869 | 9.6514 | 1052 | 0.5055 | 0.6769 | 0.5055 | 0.7110 |
578
+ | 0.0869 | 9.6697 | 1054 | 0.5055 | 0.6769 | 0.5055 | 0.7110 |
579
+ | 0.0869 | 9.6881 | 1056 | 0.5085 | 0.6769 | 0.5085 | 0.7131 |
580
+ | 0.0869 | 9.7064 | 1058 | 0.5101 | 0.6769 | 0.5101 | 0.7142 |
581
+ | 0.0869 | 9.7248 | 1060 | 0.5091 | 0.6769 | 0.5091 | 0.7135 |
582
+ | 0.0869 | 9.7431 | 1062 | 0.5090 | 0.6769 | 0.5090 | 0.7134 |
583
+ | 0.0869 | 9.7615 | 1064 | 0.5093 | 0.6769 | 0.5093 | 0.7136 |
584
+ | 0.0869 | 9.7798 | 1066 | 0.5085 | 0.6769 | 0.5085 | 0.7131 |
585
+ | 0.0869 | 9.7982 | 1068 | 0.5070 | 0.6769 | 0.5070 | 0.7120 |
586
+ | 0.0869 | 9.8165 | 1070 | 0.5066 | 0.6769 | 0.5066 | 0.7118 |
587
+ | 0.0869 | 9.8349 | 1072 | 0.5063 | 0.6769 | 0.5063 | 0.7115 |
588
+ | 0.0869 | 9.8532 | 1074 | 0.5081 | 0.6769 | 0.5081 | 0.7128 |
589
+ | 0.0869 | 9.8716 | 1076 | 0.5108 | 0.6769 | 0.5108 | 0.7147 |
590
+ | 0.0869 | 9.8899 | 1078 | 0.5120 | 0.6769 | 0.5120 | 0.7155 |
591
+ | 0.0869 | 9.9083 | 1080 | 0.5116 | 0.6769 | 0.5116 | 0.7153 |
592
+ | 0.0869 | 9.9266 | 1082 | 0.5110 | 0.6769 | 0.5110 | 0.7149 |
593
+ | 0.0869 | 9.9450 | 1084 | 0.5110 | 0.6769 | 0.5110 | 0.7149 |
594
+ | 0.0869 | 9.9633 | 1086 | 0.5114 | 0.6769 | 0.5114 | 0.7151 |
595
+ | 0.0869 | 9.9817 | 1088 | 0.5115 | 0.6769 | 0.5115 | 0.7152 |
596
+ | 0.0869 | 10.0 | 1090 | 0.5115 | 0.6769 | 0.5115 | 0.7152 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
597
 
598
 
599
  ### Framework versions