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ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k9_task3_organization

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  1. README.md +271 -595
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@@ -4,19 +4,19 @@ 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_FineTuningAraBERT_run2_AugV5_k8_task3_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k8_task3_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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  - Loss: 0.8628
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- - Qwk: 0.0017
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  - Mse: 0.8628
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  - Rmse: 0.9289
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@@ -49,598 +49,274 @@ 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 | 0.0870 | 2 | 3.7685 | 0.0029 | 3.7685 | 1.9413 |
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- | No log | 0.1739 | 4 | 1.8078 | 0.0153 | 1.8078 | 1.3445 |
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- | No log | 0.2609 | 6 | 0.9744 | 0.0486 | 0.9744 | 0.9871 |
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- | No log | 0.3478 | 8 | 0.7722 | 0.0857 | 0.7722 | 0.8787 |
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- | No log | 0.4348 | 10 | 1.0533 | -0.0899 | 1.0533 | 1.0263 |
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- | No log | 0.5217 | 12 | 1.0606 | -0.0551 | 1.0606 | 1.0299 |
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- | No log | 0.6087 | 14 | 0.8048 | 0.0759 | 0.8048 | 0.8971 |
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- | No log | 0.6957 | 16 | 0.7939 | 0.1379 | 0.7939 | 0.8910 |
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- | No log | 0.7826 | 18 | 0.8052 | -0.1233 | 0.8052 | 0.8973 |
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- | No log | 0.8696 | 20 | 0.9424 | -0.0558 | 0.9424 | 0.9708 |
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- | No log | 0.9565 | 22 | 1.1254 | -0.0677 | 1.1254 | 1.0609 |
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- | No log | 1.0435 | 24 | 1.4305 | -0.0247 | 1.4305 | 1.1960 |
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- | No log | 1.1304 | 26 | 1.1228 | -0.0164 | 1.1228 | 1.0596 |
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- | No log | 1.2174 | 28 | 1.0314 | -0.0398 | 1.0314 | 1.0156 |
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- | No log | 1.3043 | 30 | 0.9656 | -0.0301 | 0.9656 | 0.9827 |
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- | No log | 1.3913 | 32 | 0.9574 | -0.0583 | 0.9574 | 0.9785 |
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- | No log | 1.4783 | 34 | 1.0353 | -0.0982 | 1.0353 | 1.0175 |
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- | No log | 1.5652 | 36 | 0.9482 | -0.0583 | 0.9482 | 0.9738 |
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- | No log | 1.6522 | 38 | 1.0491 | -0.1285 | 1.0491 | 1.0243 |
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- | No log | 1.7391 | 40 | 0.9517 | -0.0902 | 0.9517 | 0.9755 |
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- | No log | 1.8261 | 42 | 0.8323 | -0.1153 | 0.8323 | 0.9123 |
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- | No log | 1.9130 | 44 | 0.8449 | -0.0609 | 0.8449 | 0.9192 |
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- | No log | 2.0 | 46 | 0.9878 | -0.0886 | 0.9878 | 0.9939 |
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- | No log | 2.0870 | 48 | 1.1759 | -0.0987 | 1.1759 | 1.0844 |
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- | No log | 2.1739 | 50 | 1.6520 | -0.0247 | 1.6520 | 1.2853 |
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- | No log | 2.2609 | 52 | 1.4057 | -0.1294 | 1.4057 | 1.1856 |
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- | No log | 2.3478 | 54 | 0.9883 | -0.0200 | 0.9883 | 0.9941 |
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- | No log | 2.4348 | 56 | 0.9225 | -0.0894 | 0.9225 | 0.9605 |
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- | No log | 2.5217 | 58 | 1.0019 | -0.0930 | 1.0019 | 1.0009 |
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- | No log | 2.6087 | 60 | 1.0614 | -0.0695 | 1.0614 | 1.0302 |
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- | No log | 2.6957 | 62 | 1.0924 | -0.0117 | 1.0924 | 1.0452 |
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- | No log | 2.7826 | 64 | 0.8643 | -0.0391 | 0.8643 | 0.9297 |
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- | No log | 2.8696 | 66 | 0.8229 | -0.0188 | 0.8229 | 0.9071 |
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- | No log | 2.9565 | 68 | 0.8181 | -0.0660 | 0.8181 | 0.9045 |
86
- | No log | 3.0435 | 70 | 0.8798 | -0.0532 | 0.8798 | 0.9380 |
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- | No log | 3.1304 | 72 | 0.9246 | -0.0571 | 0.9246 | 0.9616 |
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- | No log | 3.2174 | 74 | 0.8805 | 0.1107 | 0.8805 | 0.9384 |
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- | No log | 3.3043 | 76 | 0.8017 | 0.0476 | 0.8017 | 0.8954 |
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- | No log | 3.3913 | 78 | 0.8396 | -0.1397 | 0.8396 | 0.9163 |
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- | No log | 3.4783 | 80 | 0.7945 | -0.1001 | 0.7945 | 0.8914 |
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- | No log | 3.5652 | 82 | 0.8819 | 0.0476 | 0.8819 | 0.9391 |
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- | No log | 3.6522 | 84 | 1.0292 | -0.0163 | 1.0292 | 1.0145 |
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- | No log | 3.7391 | 86 | 0.9205 | -0.0545 | 0.9205 | 0.9594 |
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- | No log | 3.8261 | 88 | 1.1607 | 0.0331 | 1.1607 | 1.0774 |
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- | No log | 3.9130 | 90 | 0.8178 | -0.0690 | 0.8178 | 0.9043 |
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- | No log | 4.0 | 92 | 0.8048 | 0.0479 | 0.8048 | 0.8971 |
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- | No log | 4.0870 | 94 | 0.9182 | -0.1585 | 0.9182 | 0.9582 |
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- | No log | 4.1739 | 96 | 1.2882 | -0.0272 | 1.2882 | 1.1350 |
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- | No log | 4.2609 | 98 | 1.0876 | -0.0106 | 1.0876 | 1.0429 |
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- | No log | 4.3478 | 100 | 0.8492 | -0.0557 | 0.8492 | 0.9215 |
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- | No log | 4.4348 | 102 | 0.9213 | -0.1107 | 0.9213 | 0.9598 |
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- | No log | 4.5217 | 104 | 1.3578 | 0.1240 | 1.3578 | 1.1653 |
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- | No log | 4.6087 | 106 | 1.0200 | 0.0175 | 1.0200 | 1.0100 |
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- | No log | 4.6957 | 108 | 0.7700 | 0.0449 | 0.7700 | 0.8775 |
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- | No log | 4.7826 | 110 | 0.7651 | 0.0323 | 0.7651 | 0.8747 |
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- | No log | 4.8696 | 112 | 0.7418 | 0.0296 | 0.7418 | 0.8613 |
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- | No log | 4.9565 | 114 | 0.9456 | -0.0122 | 0.9456 | 0.9724 |
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- | No log | 5.0435 | 116 | 1.6800 | 0.1147 | 1.6800 | 1.2962 |
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- | No log | 5.1304 | 118 | 1.8684 | 0.0602 | 1.8684 | 1.3669 |
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- | No log | 5.2174 | 120 | 1.2589 | 0.0819 | 1.2589 | 1.1220 |
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- | No log | 5.3043 | 122 | 0.7317 | 0.0863 | 0.7317 | 0.8554 |
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- | No log | 5.3913 | 124 | 0.7419 | -0.0551 | 0.7419 | 0.8613 |
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- | No log | 5.4783 | 126 | 0.7120 | -0.0591 | 0.7120 | 0.8438 |
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- | No log | 5.5652 | 128 | 1.0045 | 0.0651 | 1.0045 | 1.0022 |
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- | No log | 5.6522 | 130 | 1.4059 | -0.0141 | 1.4059 | 1.1857 |
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- | No log | 5.7391 | 132 | 1.1208 | 0.0848 | 1.1208 | 1.0587 |
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- | No log | 5.8261 | 134 | 0.7433 | 0.0512 | 0.7433 | 0.8622 |
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- | No log | 5.9130 | 136 | 0.7472 | 0.1879 | 0.7472 | 0.8644 |
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- | No log | 6.0 | 138 | 1.0044 | 0.0778 | 1.0044 | 1.0022 |
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- | No log | 6.0870 | 140 | 0.9349 | 0.0257 | 0.9349 | 0.9669 |
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- | No log | 6.1739 | 142 | 0.8367 | 0.0134 | 0.8367 | 0.9147 |
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- | No log | 6.2609 | 144 | 1.0577 | 0.0217 | 1.0577 | 1.0284 |
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- | No log | 6.3478 | 146 | 1.6201 | -0.0412 | 1.6201 | 1.2728 |
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- | No log | 6.4348 | 148 | 1.3419 | -0.0012 | 1.3419 | 1.1584 |
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- | No log | 6.5217 | 150 | 0.8815 | 0.0956 | 0.8815 | 0.9389 |
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- | No log | 6.6087 | 152 | 0.8044 | 0.0680 | 0.8044 | 0.8969 |
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- | No log | 6.6957 | 154 | 0.7930 | 0.0680 | 0.7930 | 0.8905 |
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- | No log | 6.7826 | 156 | 0.8316 | 0.0123 | 0.8316 | 0.9119 |
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- | No log | 6.8696 | 158 | 0.9969 | -0.0182 | 0.9969 | 0.9985 |
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- | No log | 6.9565 | 160 | 1.0716 | -0.0228 | 1.0716 | 1.0352 |
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- | No log | 7.0435 | 162 | 0.9433 | -0.0393 | 0.9433 | 0.9712 |
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- | No log | 7.1304 | 164 | 0.8849 | 0.1001 | 0.8849 | 0.9407 |
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- | No log | 7.2174 | 166 | 0.9962 | 0.1632 | 0.9962 | 0.9981 |
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- | No log | 7.3043 | 168 | 0.8510 | 0.0972 | 0.8510 | 0.9225 |
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- | No log | 7.3913 | 170 | 0.9187 | -0.0030 | 0.9187 | 0.9585 |
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- | No log | 7.4783 | 172 | 1.1049 | -0.0214 | 1.1049 | 1.0511 |
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- | No log | 7.5652 | 174 | 0.8265 | 0.0490 | 0.8265 | 0.9091 |
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- | No log | 7.6522 | 176 | 0.7674 | 0.0983 | 0.7674 | 0.8760 |
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- | No log | 7.7391 | 178 | 0.7638 | 0.0937 | 0.7638 | 0.8740 |
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- | No log | 7.8261 | 180 | 0.8884 | -0.0101 | 0.8884 | 0.9425 |
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- | No log | 7.9130 | 182 | 1.4896 | 0.0537 | 1.4896 | 1.2205 |
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- | No log | 8.0 | 184 | 1.5157 | 0.0795 | 1.5157 | 1.2311 |
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- | No log | 8.0870 | 186 | 0.9917 | -0.0163 | 0.9917 | 0.9958 |
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- | No log | 8.1739 | 188 | 0.7859 | 0.0610 | 0.7859 | 0.8865 |
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- | No log | 8.2609 | 190 | 0.8935 | 0.0776 | 0.8935 | 0.9453 |
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- | No log | 8.3478 | 192 | 0.7943 | -0.1399 | 0.7943 | 0.8912 |
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- | No log | 8.4348 | 194 | 0.7610 | 0.0318 | 0.7610 | 0.8723 |
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- | No log | 8.5217 | 196 | 1.1315 | -0.0982 | 1.1315 | 1.0637 |
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- | No log | 8.6087 | 198 | 1.5335 | 0.0045 | 1.5335 | 1.2383 |
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- | No log | 8.6957 | 200 | 1.3972 | 0.0060 | 1.3972 | 1.1820 |
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- | No log | 8.7826 | 202 | 0.9870 | 0.0515 | 0.9870 | 0.9935 |
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- | No log | 8.8696 | 204 | 0.7913 | 0.0214 | 0.7913 | 0.8895 |
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- | No log | 8.9565 | 206 | 0.7662 | 0.0214 | 0.7662 | 0.8753 |
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- | No log | 9.0435 | 208 | 0.7626 | 0.0650 | 0.7626 | 0.8733 |
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- | No log | 9.1304 | 210 | 0.7600 | 0.0574 | 0.7600 | 0.8718 |
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- | No log | 9.2174 | 212 | 1.0242 | 0.1599 | 1.0242 | 1.0120 |
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- | No log | 9.3043 | 214 | 1.0796 | 0.2020 | 1.0796 | 1.0390 |
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- | No log | 9.3913 | 216 | 0.7749 | 0.0676 | 0.7749 | 0.8803 |
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- | No log | 9.4783 | 218 | 0.6755 | 0.0334 | 0.6755 | 0.8219 |
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- | No log | 9.5652 | 220 | 0.6759 | 0.1021 | 0.6759 | 0.8221 |
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- | No log | 9.6522 | 222 | 0.6878 | 0.0964 | 0.6878 | 0.8293 |
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- | No log | 9.7391 | 224 | 0.8555 | 0.0233 | 0.8555 | 0.9249 |
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- | No log | 9.8261 | 226 | 1.0636 | 0.0006 | 1.0636 | 1.0313 |
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- | No log | 9.9130 | 228 | 0.9635 | -0.0285 | 0.9635 | 0.9816 |
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- | No log | 10.0 | 230 | 0.9057 | -0.0545 | 0.9057 | 0.9517 |
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- | No log | 10.0870 | 232 | 0.8671 | 0.0346 | 0.8671 | 0.9312 |
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- | No log | 10.1739 | 234 | 0.8187 | -0.0371 | 0.8187 | 0.9048 |
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- | No log | 10.2609 | 236 | 0.8159 | -0.0186 | 0.8159 | 0.9033 |
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- | No log | 10.3478 | 238 | 0.8274 | -0.0178 | 0.8274 | 0.9096 |
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- | No log | 10.4348 | 240 | 0.8888 | -0.0809 | 0.8888 | 0.9427 |
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- | No log | 10.5217 | 242 | 1.0103 | -0.0595 | 1.0103 | 1.0051 |
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- | No log | 10.6087 | 244 | 1.0119 | -0.0595 | 1.0119 | 1.0059 |
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- | No log | 10.6957 | 246 | 0.8252 | -0.0371 | 0.8252 | 0.9084 |
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- | No log | 10.7826 | 248 | 0.7739 | 0.0357 | 0.7739 | 0.8797 |
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- | No log | 10.8696 | 250 | 0.7883 | 0.0323 | 0.7883 | 0.8879 |
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- | No log | 10.9565 | 252 | 0.8662 | -0.0390 | 0.8662 | 0.9307 |
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- | No log | 11.0435 | 254 | 0.8407 | 0.0099 | 0.8407 | 0.9169 |
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- | No log | 11.1304 | 256 | 0.8370 | 0.0099 | 0.8370 | 0.9149 |
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- | No log | 11.2174 | 258 | 0.8010 | 0.0225 | 0.8010 | 0.8950 |
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- | No log | 11.3043 | 260 | 0.8775 | -0.0056 | 0.8775 | 0.9367 |
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- | No log | 11.3913 | 262 | 0.9758 | -0.0490 | 0.9758 | 0.9878 |
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- | No log | 11.4783 | 264 | 0.9033 | -0.0056 | 0.9033 | 0.9504 |
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- | No log | 11.5652 | 266 | 0.9074 | -0.0033 | 0.9074 | 0.9526 |
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- | No log | 11.6522 | 268 | 0.9946 | 0.0111 | 0.9946 | 0.9973 |
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- | No log | 11.7391 | 270 | 0.8366 | 0.0442 | 0.8366 | 0.9147 |
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- | No log | 11.8261 | 272 | 0.7629 | 0.0095 | 0.7629 | 0.8735 |
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- | No log | 11.9130 | 274 | 0.7627 | 0.0562 | 0.7627 | 0.8733 |
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- | No log | 12.0 | 276 | 0.7452 | 0.0026 | 0.7452 | 0.8632 |
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- | No log | 12.0870 | 278 | 0.8709 | 0.0776 | 0.8709 | 0.9332 |
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- | No log | 12.1739 | 280 | 0.8160 | 0.1171 | 0.8160 | 0.9033 |
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- | No log | 12.2609 | 282 | 0.7645 | 0.0759 | 0.7645 | 0.8743 |
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- | No log | 12.3478 | 284 | 0.8986 | -0.0490 | 0.8986 | 0.9480 |
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- | No log | 12.4348 | 286 | 0.8318 | -0.0425 | 0.8318 | 0.9120 |
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- | No log | 12.5217 | 288 | 0.7370 | 0.0513 | 0.7370 | 0.8585 |
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- | No log | 12.6087 | 290 | 0.8105 | -0.0248 | 0.8105 | 0.9003 |
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- | No log | 12.6957 | 292 | 0.7796 | -0.0248 | 0.7796 | 0.8830 |
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- | No log | 12.7826 | 294 | 0.7362 | 0.0496 | 0.7362 | 0.8580 |
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- | No log | 12.8696 | 296 | 0.8910 | -0.0870 | 0.8910 | 0.9439 |
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- | No log | 12.9565 | 298 | 1.0131 | -0.0595 | 1.0131 | 1.0065 |
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- | No log | 13.0435 | 300 | 1.0594 | -0.0595 | 1.0594 | 1.0292 |
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- | No log | 13.1304 | 302 | 0.8435 | 0.0017 | 0.8435 | 0.9184 |
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- | No log | 13.2174 | 304 | 0.7524 | 0.0543 | 0.7524 | 0.8674 |
204
- | No log | 13.3043 | 306 | 0.7664 | -0.0248 | 0.7664 | 0.8755 |
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- | No log | 13.3913 | 308 | 0.7315 | 0.0863 | 0.7315 | 0.8553 |
206
- | No log | 13.4783 | 310 | 0.8585 | -0.0518 | 0.8585 | 0.9266 |
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- | No log | 13.5652 | 312 | 1.0441 | -0.0961 | 1.0441 | 1.0218 |
208
- | No log | 13.6522 | 314 | 1.0144 | -0.0949 | 1.0144 | 1.0072 |
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- | No log | 13.7391 | 316 | 0.8092 | 0.0476 | 0.8092 | 0.8996 |
210
- | No log | 13.8261 | 318 | 0.7649 | 0.0783 | 0.7649 | 0.8746 |
211
- | No log | 13.9130 | 320 | 0.7625 | 0.0357 | 0.7625 | 0.8732 |
212
- | No log | 14.0 | 322 | 0.7731 | 0.1202 | 0.7731 | 0.8793 |
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- | No log | 14.0870 | 324 | 0.8147 | 0.0588 | 0.8147 | 0.9026 |
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- | No log | 14.1739 | 326 | 0.8200 | 0.0588 | 0.8200 | 0.9055 |
215
- | No log | 14.2609 | 328 | 0.8339 | 0.0549 | 0.8339 | 0.9132 |
216
- | No log | 14.3478 | 330 | 0.7452 | 0.1259 | 0.7452 | 0.8633 |
217
- | No log | 14.4348 | 332 | 0.7326 | 0.0416 | 0.7326 | 0.8559 |
218
- | No log | 14.5217 | 334 | 0.7605 | 0.0628 | 0.7605 | 0.8720 |
219
- | No log | 14.6087 | 336 | 0.8671 | -0.0408 | 0.8671 | 0.9312 |
220
- | No log | 14.6957 | 338 | 1.0888 | -0.0331 | 1.0888 | 1.0435 |
221
- | No log | 14.7826 | 340 | 1.0223 | -0.0285 | 1.0223 | 1.0111 |
222
- | No log | 14.8696 | 342 | 0.8133 | 0.0205 | 0.8133 | 0.9018 |
223
- | No log | 14.9565 | 344 | 0.7848 | 0.0030 | 0.7848 | 0.8859 |
224
- | No log | 15.0435 | 346 | 0.8090 | 0.0187 | 0.8090 | 0.8994 |
225
- | No log | 15.1304 | 348 | 0.7961 | -0.0059 | 0.7961 | 0.8922 |
226
- | No log | 15.2174 | 350 | 0.9179 | -0.0788 | 0.9179 | 0.9580 |
227
- | No log | 15.3043 | 352 | 1.0325 | -0.0902 | 1.0325 | 1.0161 |
228
- | No log | 15.3913 | 354 | 0.9385 | -0.0122 | 0.9385 | 0.9687 |
229
- | No log | 15.4783 | 356 | 0.8403 | 0.0071 | 0.8403 | 0.9167 |
230
- | No log | 15.5652 | 358 | 0.8291 | 0.0549 | 0.8291 | 0.9105 |
231
- | No log | 15.6522 | 360 | 0.8180 | 0.1047 | 0.8180 | 0.9044 |
232
- | No log | 15.7391 | 362 | 0.9115 | -0.0861 | 0.9115 | 0.9547 |
233
- | No log | 15.8261 | 364 | 0.9837 | -0.0558 | 0.9837 | 0.9918 |
234
- | No log | 15.9130 | 366 | 0.9689 | -0.0558 | 0.9689 | 0.9843 |
235
- | No log | 16.0 | 368 | 0.8533 | -0.0833 | 0.8533 | 0.9237 |
236
- | No log | 16.0870 | 370 | 0.7723 | 0.0374 | 0.7723 | 0.8788 |
237
- | No log | 16.1739 | 372 | 0.7735 | -0.0644 | 0.7735 | 0.8795 |
238
- | No log | 16.2609 | 374 | 0.8133 | 0.0588 | 0.8133 | 0.9018 |
239
- | No log | 16.3478 | 376 | 0.9725 | -0.0218 | 0.9725 | 0.9862 |
240
- | No log | 16.4348 | 378 | 0.9899 | -0.0236 | 0.9899 | 0.9949 |
241
- | No log | 16.5217 | 380 | 0.8519 | -0.0408 | 0.8519 | 0.9230 |
242
- | No log | 16.6087 | 382 | 0.7664 | -0.0451 | 0.7664 | 0.8754 |
243
- | No log | 16.6957 | 384 | 0.7792 | -0.0363 | 0.7792 | 0.8827 |
244
- | No log | 16.7826 | 386 | 0.7598 | -0.0451 | 0.7598 | 0.8716 |
245
- | No log | 16.8696 | 388 | 0.7747 | 0.0670 | 0.7747 | 0.8802 |
246
- | No log | 16.9565 | 390 | 0.8581 | -0.0842 | 0.8581 | 0.9263 |
247
- | No log | 17.0435 | 392 | 0.8953 | -0.1261 | 0.8953 | 0.9462 |
248
- | No log | 17.1304 | 394 | 0.8215 | 0.0588 | 0.8215 | 0.9064 |
249
- | No log | 17.2174 | 396 | 0.7822 | 0.0191 | 0.7822 | 0.8844 |
250
- | No log | 17.3043 | 398 | 0.7737 | 0.0191 | 0.7737 | 0.8796 |
251
- | No log | 17.3913 | 400 | 0.7810 | 0.0588 | 0.7810 | 0.8838 |
252
- | No log | 17.4783 | 402 | 0.7930 | 0.0099 | 0.7930 | 0.8905 |
253
- | No log | 17.5652 | 404 | 0.7867 | 0.0099 | 0.7867 | 0.8869 |
254
- | No log | 17.6522 | 406 | 0.7543 | 0.0670 | 0.7543 | 0.8685 |
255
- | No log | 17.7391 | 408 | 0.7327 | 0.1024 | 0.7327 | 0.8560 |
256
- | No log | 17.8261 | 410 | 0.7456 | 0.0723 | 0.7456 | 0.8635 |
257
- | No log | 17.9130 | 412 | 0.8753 | -0.0894 | 0.8753 | 0.9356 |
258
- | No log | 18.0 | 414 | 1.0035 | 0.0329 | 1.0035 | 1.0017 |
259
- | No log | 18.0870 | 416 | 0.9621 | -0.0606 | 0.9621 | 0.9809 |
260
- | No log | 18.1739 | 418 | 0.8162 | 0.0099 | 0.8162 | 0.9034 |
261
- | No log | 18.2609 | 420 | 0.7862 | 0.0759 | 0.7862 | 0.8867 |
262
- | No log | 18.3478 | 422 | 0.8161 | 0.0588 | 0.8161 | 0.9034 |
263
- | No log | 18.4348 | 424 | 0.8306 | 0.0512 | 0.8306 | 0.9114 |
264
- | No log | 18.5217 | 426 | 0.8674 | -0.0474 | 0.8674 | 0.9313 |
265
- | No log | 18.6087 | 428 | 0.9060 | -0.0909 | 0.9060 | 0.9518 |
266
- | No log | 18.6957 | 430 | 0.8108 | 0.0549 | 0.8108 | 0.9005 |
267
- | No log | 18.7826 | 432 | 0.7181 | 0.1371 | 0.7181 | 0.8474 |
268
- | No log | 18.8696 | 434 | 0.7104 | 0.0541 | 0.7104 | 0.8428 |
269
- | No log | 18.9565 | 436 | 0.7045 | 0.0918 | 0.7045 | 0.8394 |
270
- | No log | 19.0435 | 438 | 0.7243 | 0.0759 | 0.7243 | 0.8510 |
271
- | No log | 19.1304 | 440 | 0.7330 | 0.0714 | 0.7330 | 0.8561 |
272
- | No log | 19.2174 | 442 | 0.7277 | 0.0964 | 0.7277 | 0.8531 |
273
- | No log | 19.3043 | 444 | 0.7516 | 0.0260 | 0.7516 | 0.8670 |
274
- | No log | 19.3913 | 446 | 0.7931 | 0.1097 | 0.7931 | 0.8906 |
275
- | No log | 19.4783 | 448 | 0.8052 | 0.1449 | 0.8052 | 0.8973 |
276
- | No log | 19.5652 | 450 | 0.8414 | 0.0909 | 0.8414 | 0.9173 |
277
- | No log | 19.6522 | 452 | 0.9047 | -0.0079 | 0.9047 | 0.9511 |
278
- | No log | 19.7391 | 454 | 0.8721 | 0.0442 | 0.8721 | 0.9339 |
279
- | No log | 19.8261 | 456 | 0.8380 | 0.0679 | 0.8380 | 0.9154 |
280
- | No log | 19.9130 | 458 | 0.8558 | 0.0236 | 0.8558 | 0.9251 |
281
- | No log | 20.0 | 460 | 0.8558 | -0.0200 | 0.8558 | 0.9251 |
282
- | No log | 20.0870 | 462 | 0.8624 | 0.0146 | 0.8624 | 0.9287 |
283
- | No log | 20.1739 | 464 | 0.9010 | 0.0377 | 0.9010 | 0.9492 |
284
- | No log | 20.2609 | 466 | 0.8345 | 0.0549 | 0.8345 | 0.9135 |
285
- | No log | 20.3478 | 468 | 0.7780 | -0.0170 | 0.7780 | 0.8820 |
286
- | No log | 20.4348 | 470 | 0.7651 | -0.0541 | 0.7651 | 0.8747 |
287
- | No log | 20.5217 | 472 | 0.7783 | 0.1148 | 0.7783 | 0.8822 |
288
- | No log | 20.6087 | 474 | 0.8112 | 0.0588 | 0.8112 | 0.9007 |
289
- | No log | 20.6957 | 476 | 0.9038 | -0.0916 | 0.9038 | 0.9507 |
290
- | No log | 20.7826 | 478 | 0.9273 | -0.0930 | 0.9273 | 0.9630 |
291
- | No log | 20.8696 | 480 | 0.8509 | 0.0476 | 0.8509 | 0.9224 |
292
- | No log | 20.9565 | 482 | 0.8285 | 0.0588 | 0.8285 | 0.9102 |
293
- | No log | 21.0435 | 484 | 0.8481 | -0.0408 | 0.8481 | 0.9209 |
294
- | No log | 21.1304 | 486 | 0.8888 | -0.0532 | 0.8888 | 0.9428 |
295
- | No log | 21.2174 | 488 | 0.8624 | -0.0390 | 0.8624 | 0.9287 |
296
- | No log | 21.3043 | 490 | 0.8558 | 0.0071 | 0.8558 | 0.9251 |
297
- | No log | 21.3913 | 492 | 0.8247 | 0.0588 | 0.8247 | 0.9081 |
298
- | No log | 21.4783 | 494 | 0.7844 | 0.0759 | 0.7844 | 0.8857 |
299
- | No log | 21.5652 | 496 | 0.7591 | 0.0375 | 0.7591 | 0.8712 |
300
- | No log | 21.6522 | 498 | 0.7691 | 0.0768 | 0.7691 | 0.8770 |
301
- | 0.3369 | 21.7391 | 500 | 0.8348 | 0.0017 | 0.8348 | 0.9137 |
302
- | 0.3369 | 21.8261 | 502 | 0.8380 | -0.0056 | 0.8380 | 0.9154 |
303
- | 0.3369 | 21.9130 | 504 | 0.8741 | -0.0163 | 0.8741 | 0.9349 |
304
- | 0.3369 | 22.0 | 506 | 0.8621 | -0.0163 | 0.8621 | 0.9285 |
305
- | 0.3369 | 22.0870 | 508 | 0.7726 | 0.0549 | 0.7726 | 0.8790 |
306
- | 0.3369 | 22.1739 | 510 | 0.7318 | 0.1148 | 0.7318 | 0.8555 |
307
- | 0.3369 | 22.2609 | 512 | 0.7253 | 0.0759 | 0.7253 | 0.8516 |
308
- | 0.3369 | 22.3478 | 514 | 0.7556 | 0.1047 | 0.7556 | 0.8693 |
309
- | 0.3369 | 22.4348 | 516 | 0.8462 | -0.0143 | 0.8462 | 0.9199 |
310
- | 0.3369 | 22.5217 | 518 | 0.8563 | -0.0504 | 0.8563 | 0.9254 |
311
- | 0.3369 | 22.6087 | 520 | 0.7687 | 0.0512 | 0.7687 | 0.8767 |
312
- | 0.3369 | 22.6957 | 522 | 0.7103 | 0.0909 | 0.7103 | 0.8428 |
313
- | 0.3369 | 22.7826 | 524 | 0.7088 | 0.0035 | 0.7088 | 0.8419 |
314
- | 0.3369 | 22.8696 | 526 | 0.7078 | 0.1021 | 0.7078 | 0.8413 |
315
- | 0.3369 | 22.9565 | 528 | 0.7552 | 0.0628 | 0.7552 | 0.8690 |
316
- | 0.3369 | 23.0435 | 530 | 0.8583 | 0.0748 | 0.8583 | 0.9265 |
317
- | 0.3369 | 23.1304 | 532 | 0.8901 | 0.0676 | 0.8901 | 0.9435 |
318
- | 0.3369 | 23.2174 | 534 | 0.8386 | 0.0786 | 0.8386 | 0.9158 |
319
- | 0.3369 | 23.3043 | 536 | 0.7535 | -0.0264 | 0.7535 | 0.8680 |
320
- | 0.3369 | 23.3913 | 538 | 0.7521 | 0.0615 | 0.7521 | 0.8672 |
321
- | 0.3369 | 23.4783 | 540 | 0.7890 | -0.0774 | 0.7890 | 0.8882 |
322
- | 0.3369 | 23.5652 | 542 | 0.7663 | 0.0122 | 0.7663 | 0.8754 |
323
- | 0.3369 | 23.6522 | 544 | 0.7886 | 0.0191 | 0.7886 | 0.8880 |
324
- | 0.3369 | 23.7391 | 546 | 0.9317 | -0.0218 | 0.9317 | 0.9652 |
325
- | 0.3369 | 23.8261 | 548 | 0.9963 | -0.0583 | 0.9963 | 0.9982 |
326
- | 0.3369 | 23.9130 | 550 | 0.9158 | 0.0642 | 0.9158 | 0.9570 |
327
- | 0.3369 | 24.0 | 552 | 0.8030 | -0.0331 | 0.8030 | 0.8961 |
328
- | 0.3369 | 24.0870 | 554 | 0.7595 | 0.0479 | 0.7595 | 0.8715 |
329
- | 0.3369 | 24.1739 | 556 | 0.7575 | 0.0479 | 0.7575 | 0.8703 |
330
- | 0.3369 | 24.2609 | 558 | 0.7798 | 0.0225 | 0.7798 | 0.8831 |
331
- | 0.3369 | 24.3478 | 560 | 0.8122 | -0.0331 | 0.8122 | 0.9012 |
332
- | 0.3369 | 24.4348 | 562 | 0.7995 | 0.0247 | 0.7995 | 0.8941 |
333
- | 0.3369 | 24.5217 | 564 | 0.8129 | 0.0247 | 0.8129 | 0.9016 |
334
- | 0.3369 | 24.6087 | 566 | 0.8331 | 0.0476 | 0.8331 | 0.9127 |
335
- | 0.3369 | 24.6957 | 568 | 0.8787 | -0.0056 | 0.8787 | 0.9374 |
336
- | 0.3369 | 24.7826 | 570 | 0.8587 | 0.0017 | 0.8587 | 0.9267 |
337
- | 0.3369 | 24.8696 | 572 | 0.8192 | 0.0071 | 0.8192 | 0.9051 |
338
- | 0.3369 | 24.9565 | 574 | 0.7856 | 0.0759 | 0.7856 | 0.8863 |
339
- | 0.3369 | 25.0435 | 576 | 0.7804 | 0.0759 | 0.7804 | 0.8834 |
340
- | 0.3369 | 25.1304 | 578 | 0.8151 | 0.0476 | 0.8151 | 0.9028 |
341
- | 0.3369 | 25.2174 | 580 | 0.8224 | -0.0008 | 0.8224 | 0.9068 |
342
- | 0.3369 | 25.3043 | 582 | 0.8124 | 0.0442 | 0.8124 | 0.9013 |
343
- | 0.3369 | 25.3913 | 584 | 0.8216 | -0.0008 | 0.8216 | 0.9064 |
344
- | 0.3369 | 25.4783 | 586 | 0.7653 | 0.0159 | 0.7653 | 0.8748 |
345
- | 0.3369 | 25.5652 | 588 | 0.7563 | 0.0670 | 0.7563 | 0.8696 |
346
- | 0.3369 | 25.6522 | 590 | 0.8163 | 0.0442 | 0.8163 | 0.9035 |
347
- | 0.3369 | 25.7391 | 592 | 0.9232 | 0.0576 | 0.9232 | 0.9608 |
348
- | 0.3369 | 25.8261 | 594 | 0.9210 | 0.0576 | 0.9210 | 0.9597 |
349
- | 0.3369 | 25.9130 | 596 | 0.8192 | 0.0476 | 0.8192 | 0.9051 |
350
- | 0.3369 | 26.0 | 598 | 0.7632 | 0.0129 | 0.7632 | 0.8736 |
351
- | 0.3369 | 26.0870 | 600 | 0.7123 | 0.1379 | 0.7123 | 0.8440 |
352
- | 0.3369 | 26.1739 | 602 | 0.6963 | 0.0460 | 0.6963 | 0.8344 |
353
- | 0.3369 | 26.2609 | 604 | 0.6928 | 0.0460 | 0.6928 | 0.8324 |
354
- | 0.3369 | 26.3478 | 606 | 0.6876 | 0.0460 | 0.6876 | 0.8292 |
355
- | 0.3369 | 26.4348 | 608 | 0.7297 | 0.0714 | 0.7297 | 0.8542 |
356
- | 0.3369 | 26.5217 | 610 | 0.7622 | 0.0159 | 0.7622 | 0.8730 |
357
- | 0.3369 | 26.6087 | 612 | 0.7790 | 0.0549 | 0.7790 | 0.8826 |
358
- | 0.3369 | 26.6957 | 614 | 0.8270 | 0.0442 | 0.8270 | 0.9094 |
359
- | 0.3369 | 26.7826 | 616 | 0.8246 | 0.0953 | 0.8246 | 0.9081 |
360
- | 0.3369 | 26.8696 | 618 | 0.8398 | 0.0909 | 0.8398 | 0.9164 |
361
- | 0.3369 | 26.9565 | 620 | 0.7826 | 0.0588 | 0.7826 | 0.8846 |
362
- | 0.3369 | 27.0435 | 622 | 0.8474 | 0.0867 | 0.8474 | 0.9205 |
363
- | 0.3369 | 27.1304 | 624 | 0.8499 | 0.0909 | 0.8499 | 0.9219 |
364
- | 0.3369 | 27.2174 | 626 | 0.8148 | 0.0549 | 0.8148 | 0.9027 |
365
- | 0.3369 | 27.3043 | 628 | 0.7594 | 0.1423 | 0.7594 | 0.8714 |
366
- | 0.3369 | 27.3913 | 630 | 0.7582 | 0.1423 | 0.7582 | 0.8708 |
367
- | 0.3369 | 27.4783 | 632 | 0.7777 | 0.0670 | 0.7777 | 0.8819 |
368
- | 0.3369 | 27.5652 | 634 | 0.8052 | 0.0588 | 0.8052 | 0.8973 |
369
- | 0.3369 | 27.6522 | 636 | 0.7627 | 0.0159 | 0.7627 | 0.8734 |
370
- | 0.3369 | 27.7391 | 638 | 0.7243 | 0.1379 | 0.7243 | 0.8511 |
371
- | 0.3369 | 27.8261 | 640 | 0.7106 | 0.1379 | 0.7106 | 0.8430 |
372
- | 0.3369 | 27.9130 | 642 | 0.7600 | 0.0588 | 0.7600 | 0.8718 |
373
- | 0.3369 | 28.0 | 644 | 0.8303 | -0.0033 | 0.8303 | 0.9112 |
374
- | 0.3369 | 28.0870 | 646 | 0.9053 | 0.0458 | 0.9053 | 0.9515 |
375
- | 0.3369 | 28.1739 | 648 | 0.8896 | 0.0909 | 0.8896 | 0.9432 |
376
- | 0.3369 | 28.2609 | 650 | 0.8240 | 0.0409 | 0.8240 | 0.9078 |
377
- | 0.3369 | 28.3478 | 652 | 0.7692 | -0.0274 | 0.7692 | 0.8771 |
378
- | 0.3369 | 28.4348 | 654 | 0.7444 | 0.0471 | 0.7444 | 0.8628 |
379
- | 0.3369 | 28.5217 | 656 | 0.7574 | 0.1443 | 0.7574 | 0.8703 |
380
- | 0.3369 | 28.6087 | 658 | 0.7612 | 0.0376 | 0.7612 | 0.8725 |
381
- | 0.3369 | 28.6957 | 660 | 0.8544 | 0.0016 | 0.8544 | 0.9244 |
382
- | 0.3369 | 28.7826 | 662 | 0.9434 | 0.0909 | 0.9434 | 0.9713 |
383
- | 0.3369 | 28.8696 | 664 | 0.8987 | 0.0316 | 0.8987 | 0.9480 |
384
- | 0.3369 | 28.9565 | 666 | 0.7907 | 0.0071 | 0.7907 | 0.8892 |
385
- | 0.3369 | 29.0435 | 668 | 0.7818 | 0.0071 | 0.7818 | 0.8842 |
386
- | 0.3369 | 29.1304 | 670 | 0.7860 | 0.0071 | 0.7860 | 0.8866 |
387
- | 0.3369 | 29.2174 | 672 | 0.7696 | -0.0351 | 0.7696 | 0.8773 |
388
- | 0.3369 | 29.3043 | 674 | 0.7853 | -0.0371 | 0.7853 | 0.8862 |
389
- | 0.3369 | 29.3913 | 676 | 0.7497 | 0.0759 | 0.7497 | 0.8659 |
390
- | 0.3369 | 29.4783 | 678 | 0.7329 | 0.0416 | 0.7329 | 0.8561 |
391
- | 0.3369 | 29.5652 | 680 | 0.7367 | 0.0587 | 0.7367 | 0.8583 |
392
- | 0.3369 | 29.6522 | 682 | 0.7504 | 0.0068 | 0.7504 | 0.8663 |
393
- | 0.3369 | 29.7391 | 684 | 0.7436 | 0.0571 | 0.7436 | 0.8623 |
394
- | 0.3369 | 29.8261 | 686 | 0.7541 | 0.0374 | 0.7541 | 0.8684 |
395
- | 0.3369 | 29.9130 | 688 | 0.7893 | -0.0309 | 0.7893 | 0.8884 |
396
- | 0.3369 | 30.0 | 690 | 0.8239 | -0.0351 | 0.8239 | 0.9077 |
397
- | 0.3369 | 30.0870 | 692 | 0.8261 | -0.0351 | 0.8261 | 0.9089 |
398
- | 0.3369 | 30.1739 | 694 | 0.7799 | 0.0191 | 0.7799 | 0.8831 |
399
- | 0.3369 | 30.2609 | 696 | 0.7634 | 0.0296 | 0.7634 | 0.8738 |
400
- | 0.3369 | 30.3478 | 698 | 0.7748 | 0.0191 | 0.7748 | 0.8802 |
401
- | 0.3369 | 30.4348 | 700 | 0.7568 | 0.0759 | 0.7568 | 0.8699 |
402
- | 0.3369 | 30.5217 | 702 | 0.7484 | 0.0759 | 0.7484 | 0.8651 |
403
- | 0.3369 | 30.6087 | 704 | 0.7402 | 0.0759 | 0.7402 | 0.8603 |
404
- | 0.3369 | 30.6957 | 706 | 0.7139 | 0.0374 | 0.7139 | 0.8449 |
405
- | 0.3369 | 30.7826 | 708 | 0.7116 | 0.0374 | 0.7116 | 0.8436 |
406
- | 0.3369 | 30.8696 | 710 | 0.7189 | 0.0296 | 0.7189 | 0.8479 |
407
- | 0.3369 | 30.9565 | 712 | 0.7686 | 0.0628 | 0.7686 | 0.8767 |
408
- | 0.3369 | 31.0435 | 714 | 0.7945 | 0.0628 | 0.7945 | 0.8913 |
409
- | 0.3369 | 31.1304 | 716 | 0.8051 | 0.0183 | 0.8051 | 0.8973 |
410
- | 0.3369 | 31.2174 | 718 | 0.7912 | 0.0183 | 0.7912 | 0.8895 |
411
- | 0.3369 | 31.3043 | 720 | 0.7933 | 0.0183 | 0.7933 | 0.8907 |
412
- | 0.3369 | 31.3913 | 722 | 0.8572 | 0.0711 | 0.8572 | 0.9259 |
413
- | 0.3369 | 31.4783 | 724 | 0.9848 | -0.0285 | 0.9848 | 0.9924 |
414
- | 0.3369 | 31.5652 | 726 | 1.0051 | -0.0285 | 1.0051 | 1.0026 |
415
- | 0.3369 | 31.6522 | 728 | 0.9507 | -0.0236 | 0.9507 | 0.9750 |
416
- | 0.3369 | 31.7391 | 730 | 0.8794 | 0.0676 | 0.8794 | 0.9378 |
417
- | 0.3369 | 31.8261 | 732 | 0.7970 | 0.0442 | 0.7970 | 0.8928 |
418
- | 0.3369 | 31.9130 | 734 | 0.7249 | 0.1828 | 0.7249 | 0.8514 |
419
- | 0.3369 | 32.0 | 736 | 0.7311 | -0.0030 | 0.7311 | 0.8550 |
420
- | 0.3369 | 32.0870 | 738 | 0.7775 | -0.0248 | 0.7775 | 0.8818 |
421
- | 0.3369 | 32.1739 | 740 | 0.7415 | 0.0 | 0.7415 | 0.8611 |
422
- | 0.3369 | 32.2609 | 742 | 0.7515 | 0.1259 | 0.7515 | 0.8669 |
423
- | 0.3369 | 32.3478 | 744 | 0.8565 | 0.0748 | 0.8565 | 0.9255 |
424
- | 0.3369 | 32.4348 | 746 | 0.9577 | -0.1279 | 0.9577 | 0.9786 |
425
- | 0.3369 | 32.5217 | 748 | 0.9491 | -0.0966 | 0.9491 | 0.9742 |
426
- | 0.3369 | 32.6087 | 750 | 0.9393 | -0.0966 | 0.9393 | 0.9692 |
427
- | 0.3369 | 32.6957 | 752 | 0.8822 | 0.0233 | 0.8822 | 0.9393 |
428
- | 0.3369 | 32.7826 | 754 | 0.8056 | 0.0099 | 0.8056 | 0.8976 |
429
- | 0.3369 | 32.8696 | 756 | 0.7668 | 0.0723 | 0.7668 | 0.8757 |
430
- | 0.3369 | 32.9565 | 758 | 0.7713 | 0.0214 | 0.7713 | 0.8783 |
431
- | 0.3369 | 33.0435 | 760 | 0.8084 | 0.0826 | 0.8084 | 0.8991 |
432
- | 0.3369 | 33.1304 | 762 | 0.9009 | 0.0642 | 0.9009 | 0.9492 |
433
- | 0.3369 | 33.2174 | 764 | 0.8831 | 0.0642 | 0.8831 | 0.9398 |
434
- | 0.3369 | 33.3043 | 766 | 0.8235 | 0.0867 | 0.8235 | 0.9075 |
435
- | 0.3369 | 33.3913 | 768 | 0.7921 | 0.1047 | 0.7921 | 0.8900 |
436
- | 0.3369 | 33.4783 | 770 | 0.7631 | 0.0768 | 0.7631 | 0.8736 |
437
- | 0.3369 | 33.5652 | 772 | 0.7546 | 0.0863 | 0.7546 | 0.8687 |
438
- | 0.3369 | 33.6522 | 774 | 0.7556 | 0.0869 | 0.7556 | 0.8693 |
439
- | 0.3369 | 33.7391 | 776 | 0.7627 | 0.1318 | 0.7627 | 0.8733 |
440
- | 0.3369 | 33.8261 | 778 | 0.7834 | 0.0628 | 0.7834 | 0.8851 |
441
- | 0.3369 | 33.9130 | 780 | 0.7978 | 0.1342 | 0.7978 | 0.8932 |
442
- | 0.3369 | 34.0 | 782 | 0.8032 | 0.1342 | 0.8032 | 0.8962 |
443
- | 0.3369 | 34.0870 | 784 | 0.8146 | 0.1291 | 0.8146 | 0.9026 |
444
- | 0.3369 | 34.1739 | 786 | 0.7933 | 0.1148 | 0.7933 | 0.8907 |
445
- | 0.3369 | 34.2609 | 788 | 0.7956 | 0.1148 | 0.7956 | 0.8920 |
446
- | 0.3369 | 34.3478 | 790 | 0.8149 | 0.1342 | 0.8149 | 0.9027 |
447
- | 0.3369 | 34.4348 | 792 | 0.8029 | 0.1047 | 0.8029 | 0.8960 |
448
- | 0.3369 | 34.5217 | 794 | 0.8540 | 0.0826 | 0.8540 | 0.9241 |
449
- | 0.3369 | 34.6087 | 796 | 0.9600 | -0.0182 | 0.9600 | 0.9798 |
450
- | 0.3369 | 34.6957 | 798 | 0.9958 | -0.0930 | 0.9958 | 0.9979 |
451
- | 0.3369 | 34.7826 | 800 | 0.9359 | 0.0207 | 0.9359 | 0.9674 |
452
- | 0.3369 | 34.8696 | 802 | 0.8533 | 0.0786 | 0.8533 | 0.9237 |
453
- | 0.3369 | 34.9565 | 804 | 0.8379 | 0.0099 | 0.8379 | 0.9154 |
454
- | 0.3369 | 35.0435 | 806 | 0.8024 | 0.0670 | 0.8024 | 0.8958 |
455
- | 0.3369 | 35.1304 | 808 | 0.7889 | 0.0714 | 0.7889 | 0.8882 |
456
- | 0.3369 | 35.2174 | 810 | 0.7909 | 0.0714 | 0.7909 | 0.8893 |
457
- | 0.3369 | 35.3043 | 812 | 0.8145 | 0.0512 | 0.8145 | 0.9025 |
458
- | 0.3369 | 35.3913 | 814 | 0.8299 | 0.0786 | 0.8299 | 0.9110 |
459
- | 0.3369 | 35.4783 | 816 | 0.8535 | 0.0346 | 0.8535 | 0.9238 |
460
- | 0.3369 | 35.5652 | 818 | 0.8241 | 0.0826 | 0.8241 | 0.9078 |
461
- | 0.3369 | 35.6522 | 820 | 0.7684 | 0.0714 | 0.7684 | 0.8766 |
462
- | 0.3369 | 35.7391 | 822 | 0.7553 | 0.0714 | 0.7553 | 0.8691 |
463
- | 0.3369 | 35.8261 | 824 | 0.7344 | 0.0260 | 0.7344 | 0.8570 |
464
- | 0.3369 | 35.9130 | 826 | 0.7254 | 0.1379 | 0.7254 | 0.8517 |
465
- | 0.3369 | 36.0 | 828 | 0.7243 | 0.0909 | 0.7243 | 0.8510 |
466
- | 0.3369 | 36.0870 | 830 | 0.7301 | 0.1379 | 0.7301 | 0.8544 |
467
- | 0.3369 | 36.1739 | 832 | 0.7292 | 0.0807 | 0.7292 | 0.8540 |
468
- | 0.3369 | 36.2609 | 834 | 0.7877 | 0.0670 | 0.7877 | 0.8875 |
469
- | 0.3369 | 36.3478 | 836 | 0.9135 | 0.0233 | 0.9135 | 0.9557 |
470
- | 0.3369 | 36.4348 | 838 | 0.9452 | -0.0182 | 0.9452 | 0.9722 |
471
- | 0.3369 | 36.5217 | 840 | 0.9143 | 0.0207 | 0.9143 | 0.9562 |
472
- | 0.3369 | 36.6087 | 842 | 0.8193 | 0.0628 | 0.8193 | 0.9052 |
473
- | 0.3369 | 36.6957 | 844 | 0.7815 | 0.0807 | 0.7815 | 0.8840 |
474
- | 0.3369 | 36.7826 | 846 | 0.7789 | 0.0807 | 0.7789 | 0.8826 |
475
- | 0.3369 | 36.8696 | 848 | 0.7925 | 0.0260 | 0.7925 | 0.8902 |
476
- | 0.3369 | 36.9565 | 850 | 0.8199 | 0.0999 | 0.8199 | 0.9055 |
477
- | 0.3369 | 37.0435 | 852 | 0.8964 | 0.0676 | 0.8964 | 0.9468 |
478
- | 0.3369 | 37.1304 | 854 | 0.9492 | -0.0236 | 0.9492 | 0.9743 |
479
- | 0.3369 | 37.2174 | 856 | 0.9528 | -0.0236 | 0.9528 | 0.9761 |
480
- | 0.3369 | 37.3043 | 858 | 0.8483 | 0.0409 | 0.8483 | 0.9210 |
481
- | 0.3369 | 37.3913 | 860 | 0.7283 | 0.0807 | 0.7283 | 0.8534 |
482
- | 0.3369 | 37.4783 | 862 | 0.7060 | 0.1082 | 0.7060 | 0.8403 |
483
- | 0.3369 | 37.5652 | 864 | 0.7397 | -0.0551 | 0.7397 | 0.8601 |
484
- | 0.3369 | 37.6522 | 866 | 0.7328 | -0.0551 | 0.7328 | 0.8560 |
485
- | 0.3369 | 37.7391 | 868 | 0.7327 | 0.0807 | 0.7327 | 0.8560 |
486
- | 0.3369 | 37.8261 | 870 | 0.8404 | 0.0476 | 0.8404 | 0.9167 |
487
- | 0.3369 | 37.9130 | 872 | 1.0553 | 0.0067 | 1.0553 | 1.0273 |
488
- | 0.3369 | 38.0 | 874 | 1.1577 | -0.1289 | 1.1577 | 1.0760 |
489
- | 0.3369 | 38.0870 | 876 | 1.1385 | -0.1287 | 1.1385 | 1.0670 |
490
- | 0.3369 | 38.1739 | 878 | 1.0057 | -0.0236 | 1.0057 | 1.0029 |
491
- | 0.3369 | 38.2609 | 880 | 0.8453 | 0.0409 | 0.8453 | 0.9194 |
492
- | 0.3369 | 38.3478 | 882 | 0.7671 | 0.1148 | 0.7671 | 0.8758 |
493
- | 0.3369 | 38.4348 | 884 | 0.7721 | 0.1148 | 0.7721 | 0.8787 |
494
- | 0.3369 | 38.5217 | 886 | 0.7842 | 0.1148 | 0.7842 | 0.8855 |
495
- | 0.3369 | 38.6087 | 888 | 0.8290 | 0.0628 | 0.8290 | 0.9105 |
496
- | 0.3369 | 38.6957 | 890 | 0.8896 | 0.0377 | 0.8896 | 0.9432 |
497
- | 0.3369 | 38.7826 | 892 | 0.9094 | 0.0287 | 0.9094 | 0.9536 |
498
- | 0.3369 | 38.8696 | 894 | 0.8949 | 0.0316 | 0.8949 | 0.9460 |
499
- | 0.3369 | 38.9565 | 896 | 0.9032 | 0.0316 | 0.9032 | 0.9504 |
500
- | 0.3369 | 39.0435 | 898 | 0.9714 | 0.0233 | 0.9714 | 0.9856 |
501
- | 0.3369 | 39.1304 | 900 | 0.9931 | -0.0182 | 0.9931 | 0.9966 |
502
- | 0.3369 | 39.2174 | 902 | 0.9947 | -0.0182 | 0.9947 | 0.9974 |
503
- | 0.3369 | 39.3043 | 904 | 1.0134 | -0.0182 | 1.0134 | 1.0067 |
504
- | 0.3369 | 39.3913 | 906 | 0.9786 | 0.0233 | 0.9786 | 0.9893 |
505
- | 0.3369 | 39.4783 | 908 | 0.8919 | -0.0056 | 0.8919 | 0.9444 |
506
- | 0.3369 | 39.5652 | 910 | 0.8658 | 0.0867 | 0.8658 | 0.9305 |
507
- | 0.3369 | 39.6522 | 912 | 0.8255 | 0.0549 | 0.8255 | 0.9086 |
508
- | 0.3369 | 39.7391 | 914 | 0.8308 | 0.0549 | 0.8308 | 0.9115 |
509
- | 0.3369 | 39.8261 | 916 | 0.7615 | 0.1047 | 0.7615 | 0.8726 |
510
- | 0.3369 | 39.9130 | 918 | 0.7069 | 0.1444 | 0.7069 | 0.8408 |
511
- | 0.3369 | 40.0 | 920 | 0.6979 | 0.0964 | 0.6979 | 0.8354 |
512
- | 0.3369 | 40.0870 | 922 | 0.6961 | 0.0964 | 0.6961 | 0.8343 |
513
- | 0.3369 | 40.1739 | 924 | 0.7569 | 0.0588 | 0.7569 | 0.8700 |
514
- | 0.3369 | 40.2609 | 926 | 0.8833 | 0.0711 | 0.8833 | 0.9399 |
515
- | 0.3369 | 40.3478 | 928 | 1.0180 | -0.0285 | 1.0180 | 1.0090 |
516
- | 0.3369 | 40.4348 | 930 | 1.1357 | -0.1286 | 1.1357 | 1.0657 |
517
- | 0.3369 | 40.5217 | 932 | 1.1627 | -0.1288 | 1.1627 | 1.0783 |
518
- | 0.3369 | 40.6087 | 934 | 1.0692 | -0.0638 | 1.0692 | 1.0340 |
519
- | 0.3369 | 40.6957 | 936 | 0.9541 | 0.0576 | 0.9541 | 0.9768 |
520
- | 0.3369 | 40.7826 | 938 | 0.8442 | 0.0071 | 0.8442 | 0.9188 |
521
- | 0.3369 | 40.8696 | 940 | 0.7878 | 0.0628 | 0.7878 | 0.8876 |
522
- | 0.3369 | 40.9565 | 942 | 0.7771 | 0.0628 | 0.7771 | 0.8815 |
523
- | 0.3369 | 41.0435 | 944 | 0.7947 | 0.0628 | 0.7947 | 0.8915 |
524
- | 0.3369 | 41.1304 | 946 | 0.8617 | -0.0056 | 0.8617 | 0.9283 |
525
- | 0.3369 | 41.2174 | 948 | 0.9399 | -0.0218 | 0.9399 | 0.9695 |
526
- | 0.3369 | 41.3043 | 950 | 0.9580 | -0.0218 | 0.9580 | 0.9788 |
527
- | 0.3369 | 41.3913 | 952 | 0.9678 | -0.0571 | 0.9678 | 0.9838 |
528
- | 0.3369 | 41.4783 | 954 | 0.9725 | 0.0515 | 0.9725 | 0.9862 |
529
- | 0.3369 | 41.5652 | 956 | 0.9626 | 0.0515 | 0.9626 | 0.9811 |
530
- | 0.3369 | 41.6522 | 958 | 0.9803 | 0.0134 | 0.9803 | 0.9901 |
531
- | 0.3369 | 41.7391 | 960 | 0.9274 | 0.1064 | 0.9274 | 0.9630 |
532
- | 0.3369 | 41.8261 | 962 | 0.8616 | 0.0826 | 0.8616 | 0.9282 |
533
- | 0.3369 | 41.9130 | 964 | 0.8502 | 0.0826 | 0.8502 | 0.9221 |
534
- | 0.3369 | 42.0 | 966 | 0.8541 | 0.0786 | 0.8541 | 0.9242 |
535
- | 0.3369 | 42.0870 | 968 | 0.8066 | 0.0512 | 0.8066 | 0.8981 |
536
- | 0.3369 | 42.1739 | 970 | 0.7665 | 0.0628 | 0.7665 | 0.8755 |
537
- | 0.3369 | 42.2609 | 972 | 0.7997 | 0.0476 | 0.7997 | 0.8942 |
538
- | 0.3369 | 42.3478 | 974 | 0.8572 | 0.0711 | 0.8572 | 0.9259 |
539
- | 0.3369 | 42.4348 | 976 | 0.9045 | 0.1360 | 0.9045 | 0.9510 |
540
- | 0.3369 | 42.5217 | 978 | 0.9247 | 0.0157 | 0.9247 | 0.9616 |
541
- | 0.3369 | 42.6087 | 980 | 0.8979 | 0.0676 | 0.8979 | 0.9476 |
542
- | 0.3369 | 42.6957 | 982 | 0.8196 | 0.0476 | 0.8196 | 0.9053 |
543
- | 0.3369 | 42.7826 | 984 | 0.7671 | 0.1259 | 0.7671 | 0.8759 |
544
- | 0.3369 | 42.8696 | 986 | 0.7762 | 0.1259 | 0.7762 | 0.8810 |
545
- | 0.3369 | 42.9565 | 988 | 0.8028 | 0.0588 | 0.8028 | 0.8960 |
546
- | 0.3369 | 43.0435 | 990 | 0.8490 | 0.0442 | 0.8490 | 0.9214 |
547
- | 0.3369 | 43.1304 | 992 | 0.8808 | 0.0409 | 0.8808 | 0.9385 |
548
- | 0.3369 | 43.2174 | 994 | 0.8989 | 0.0409 | 0.8989 | 0.9481 |
549
- | 0.3369 | 43.3043 | 996 | 0.9373 | 0.0260 | 0.9373 | 0.9681 |
550
- | 0.3369 | 43.3913 | 998 | 0.9554 | -0.0545 | 0.9554 | 0.9774 |
551
- | 0.058 | 43.4783 | 1000 | 0.9564 | -0.0545 | 0.9564 | 0.9780 |
552
- | 0.058 | 43.5652 | 1002 | 0.9262 | 0.0233 | 0.9262 | 0.9624 |
553
- | 0.058 | 43.6522 | 1004 | 0.8515 | 0.0826 | 0.8515 | 0.9228 |
554
- | 0.058 | 43.7391 | 1006 | 0.7765 | 0.1148 | 0.7765 | 0.8812 |
555
- | 0.058 | 43.8261 | 1008 | 0.7642 | 0.1202 | 0.7642 | 0.8742 |
556
- | 0.058 | 43.9130 | 1010 | 0.7969 | 0.1506 | 0.7969 | 0.8927 |
557
- | 0.058 | 44.0 | 1012 | 0.8344 | 0.0442 | 0.8344 | 0.9134 |
558
- | 0.058 | 44.0870 | 1014 | 0.9184 | 0.0287 | 0.9184 | 0.9583 |
559
- | 0.058 | 44.1739 | 1016 | 0.9335 | -0.0163 | 0.9335 | 0.9662 |
560
- | 0.058 | 44.2609 | 1018 | 0.9285 | -0.0518 | 0.9285 | 0.9636 |
561
- | 0.058 | 44.3478 | 1020 | 0.9034 | 0.0287 | 0.9034 | 0.9505 |
562
- | 0.058 | 44.4348 | 1022 | 0.8732 | 0.0442 | 0.8732 | 0.9345 |
563
- | 0.058 | 44.5217 | 1024 | 0.8437 | 0.0953 | 0.8437 | 0.9185 |
564
- | 0.058 | 44.6087 | 1026 | 0.8193 | 0.0670 | 0.8193 | 0.9051 |
565
- | 0.058 | 44.6957 | 1028 | 0.8097 | 0.1202 | 0.8097 | 0.8998 |
566
- | 0.058 | 44.7826 | 1030 | 0.8032 | 0.1259 | 0.8032 | 0.8962 |
567
- | 0.058 | 44.8696 | 1032 | 0.7673 | 0.0768 | 0.7673 | 0.8760 |
568
- | 0.058 | 44.9565 | 1034 | 0.7609 | 0.0768 | 0.7609 | 0.8723 |
569
- | 0.058 | 45.0435 | 1036 | 0.7624 | 0.1259 | 0.7624 | 0.8732 |
570
- | 0.058 | 45.1304 | 1038 | 0.7899 | 0.1259 | 0.7899 | 0.8887 |
571
- | 0.058 | 45.2174 | 1040 | 0.7971 | 0.1259 | 0.7971 | 0.8928 |
572
- | 0.058 | 45.3043 | 1042 | 0.7964 | 0.0714 | 0.7964 | 0.8924 |
573
- | 0.058 | 45.3913 | 1044 | 0.7800 | 0.1259 | 0.7800 | 0.8832 |
574
- | 0.058 | 45.4783 | 1046 | 0.7508 | 0.1828 | 0.7508 | 0.8665 |
575
- | 0.058 | 45.5652 | 1048 | 0.7379 | 0.1311 | 0.7379 | 0.8590 |
576
- | 0.058 | 45.6522 | 1050 | 0.7342 | 0.1311 | 0.7342 | 0.8568 |
577
- | 0.058 | 45.7391 | 1052 | 0.7393 | 0.1311 | 0.7393 | 0.8598 |
578
- | 0.058 | 45.8261 | 1054 | 0.7712 | 0.1259 | 0.7712 | 0.8782 |
579
- | 0.058 | 45.9130 | 1056 | 0.8370 | 0.0442 | 0.8370 | 0.9149 |
580
- | 0.058 | 46.0 | 1058 | 0.8856 | 0.0377 | 0.8856 | 0.9411 |
581
- | 0.058 | 46.0870 | 1060 | 0.9249 | 0.0642 | 0.9249 | 0.9617 |
582
- | 0.058 | 46.1739 | 1062 | 0.9336 | 0.0642 | 0.9336 | 0.9662 |
583
- | 0.058 | 46.2609 | 1064 | 0.8720 | 0.0377 | 0.8720 | 0.9338 |
584
- | 0.058 | 46.3478 | 1066 | 0.8409 | 0.0442 | 0.8409 | 0.9170 |
585
- | 0.058 | 46.4348 | 1068 | 0.8300 | 0.0476 | 0.8300 | 0.9110 |
586
- | 0.058 | 46.5217 | 1070 | 0.8118 | 0.0588 | 0.8118 | 0.9010 |
587
- | 0.058 | 46.6087 | 1072 | 0.7712 | 0.1202 | 0.7712 | 0.8782 |
588
- | 0.058 | 46.6957 | 1074 | 0.7515 | 0.0807 | 0.7515 | 0.8669 |
589
- | 0.058 | 46.7826 | 1076 | 0.7654 | 0.0759 | 0.7654 | 0.8749 |
590
- | 0.058 | 46.8696 | 1078 | 0.7776 | 0.1202 | 0.7776 | 0.8818 |
591
- | 0.058 | 46.9565 | 1080 | 0.7737 | 0.1202 | 0.7737 | 0.8796 |
592
- | 0.058 | 47.0435 | 1082 | 0.7666 | 0.1259 | 0.7666 | 0.8756 |
593
- | 0.058 | 47.1304 | 1084 | 0.7899 | 0.1202 | 0.7899 | 0.8888 |
594
- | 0.058 | 47.2174 | 1086 | 0.8700 | 0.0409 | 0.8700 | 0.9328 |
595
- | 0.058 | 47.3043 | 1088 | 0.9391 | 0.0287 | 0.9391 | 0.9691 |
596
- | 0.058 | 47.3913 | 1090 | 0.9787 | 0.0946 | 0.9787 | 0.9893 |
597
- | 0.058 | 47.4783 | 1092 | 1.0076 | 0.0545 | 1.0076 | 1.0038 |
598
- | 0.058 | 47.5652 | 1094 | 0.9606 | 0.0609 | 0.9606 | 0.9801 |
599
- | 0.058 | 47.6522 | 1096 | 0.8489 | 0.0909 | 0.8489 | 0.9214 |
600
- | 0.058 | 47.7391 | 1098 | 0.7943 | 0.0152 | 0.7943 | 0.8913 |
601
- | 0.058 | 47.8261 | 1100 | 0.7788 | 0.1199 | 0.7788 | 0.8825 |
602
- | 0.058 | 47.9130 | 1102 | 0.7703 | 0.0588 | 0.7703 | 0.8777 |
603
- | 0.058 | 48.0 | 1104 | 0.7689 | 0.0588 | 0.7689 | 0.8768 |
604
- | 0.058 | 48.0870 | 1106 | 0.7800 | 0.0588 | 0.7800 | 0.8832 |
605
- | 0.058 | 48.1739 | 1108 | 0.8088 | 0.0549 | 0.8088 | 0.8993 |
606
- | 0.058 | 48.2609 | 1110 | 0.8229 | 0.0549 | 0.8229 | 0.9071 |
607
- | 0.058 | 48.3478 | 1112 | 0.8301 | 0.0549 | 0.8301 | 0.9111 |
608
- | 0.058 | 48.4348 | 1114 | 0.8426 | 0.0549 | 0.8426 | 0.9179 |
609
- | 0.058 | 48.5217 | 1116 | 0.8055 | 0.0628 | 0.8055 | 0.8975 |
610
- | 0.058 | 48.6087 | 1118 | 0.7844 | 0.2304 | 0.7844 | 0.8857 |
611
- | 0.058 | 48.6957 | 1120 | 0.7927 | 0.1259 | 0.7927 | 0.8904 |
612
- | 0.058 | 48.7826 | 1122 | 0.8287 | 0.0549 | 0.8287 | 0.9103 |
613
- | 0.058 | 48.8696 | 1124 | 0.9177 | 0.0377 | 0.9177 | 0.9580 |
614
- | 0.058 | 48.9565 | 1126 | 0.9761 | 0.0609 | 0.9761 | 0.9880 |
615
- | 0.058 | 49.0435 | 1128 | 1.0447 | 0.0134 | 1.0447 | 1.0221 |
616
- | 0.058 | 49.1304 | 1130 | 1.0469 | -0.0253 | 1.0469 | 1.0232 |
617
- | 0.058 | 49.2174 | 1132 | 0.9763 | 0.0576 | 0.9763 | 0.9881 |
618
- | 0.058 | 49.3043 | 1134 | 0.8946 | 0.0377 | 0.8946 | 0.9458 |
619
- | 0.058 | 49.3913 | 1136 | 0.7844 | 0.1047 | 0.7844 | 0.8856 |
620
- | 0.058 | 49.4783 | 1138 | 0.7234 | 0.1379 | 0.7234 | 0.8505 |
621
- | 0.058 | 49.5652 | 1140 | 0.7235 | -0.0609 | 0.7235 | 0.8506 |
622
- | 0.058 | 49.6522 | 1142 | 0.7226 | -0.0609 | 0.7226 | 0.8500 |
623
- | 0.058 | 49.7391 | 1144 | 0.7267 | 0.1379 | 0.7267 | 0.8525 |
624
- | 0.058 | 49.8261 | 1146 | 0.7934 | 0.0512 | 0.7934 | 0.8907 |
625
- | 0.058 | 49.9130 | 1148 | 0.9009 | 0.0377 | 0.9009 | 0.9492 |
626
- | 0.058 | 50.0 | 1150 | 0.9672 | -0.1274 | 0.9672 | 0.9834 |
627
- | 0.058 | 50.0870 | 1152 | 0.9726 | -0.1274 | 0.9726 | 0.9862 |
628
- | 0.058 | 50.1739 | 1154 | 0.9479 | -0.0532 | 0.9479 | 0.9736 |
629
- | 0.058 | 50.2609 | 1156 | 0.9111 | 0.0377 | 0.9111 | 0.9545 |
630
- | 0.058 | 50.3478 | 1158 | 0.8676 | 0.0017 | 0.8676 | 0.9315 |
631
- | 0.058 | 50.4348 | 1160 | 0.8514 | 0.0476 | 0.8514 | 0.9227 |
632
- | 0.058 | 50.5217 | 1162 | 0.8361 | 0.0512 | 0.8361 | 0.9144 |
633
- | 0.058 | 50.6087 | 1164 | 0.8558 | 0.0017 | 0.8558 | 0.9251 |
634
- | 0.058 | 50.6957 | 1166 | 0.9258 | 0.0377 | 0.9258 | 0.9622 |
635
- | 0.058 | 50.7826 | 1168 | 0.9904 | -0.0200 | 0.9904 | 0.9952 |
636
- | 0.058 | 50.8696 | 1170 | 0.9896 | -0.0200 | 0.9896 | 0.9948 |
637
- | 0.058 | 50.9565 | 1172 | 0.9535 | -0.0122 | 0.9535 | 0.9765 |
638
- | 0.058 | 51.0435 | 1174 | 0.9040 | 0.0377 | 0.9040 | 0.9508 |
639
- | 0.058 | 51.1304 | 1176 | 0.8619 | 0.0017 | 0.8619 | 0.9284 |
640
- | 0.058 | 51.2174 | 1178 | 0.8399 | 0.0017 | 0.8399 | 0.9165 |
641
- | 0.058 | 51.3043 | 1180 | 0.8390 | 0.0017 | 0.8390 | 0.9160 |
642
- | 0.058 | 51.3913 | 1182 | 0.8397 | 0.0017 | 0.8397 | 0.9163 |
643
- | 0.058 | 51.4783 | 1184 | 0.8628 | 0.0017 | 0.8628 | 0.9289 |
644
 
645
 
646
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k9_task3_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k9_task3_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
  - Loss: 0.8628
19
+ - Qwk: 0.0748
20
  - Mse: 0.8628
21
  - Rmse: 0.9289
22
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0769 | 2 | 3.6484 | -0.0068 | 3.6484 | 1.9101 |
53
+ | No log | 0.1538 | 4 | 2.2368 | -0.0496 | 2.2368 | 1.4956 |
54
+ | No log | 0.2308 | 6 | 1.3740 | 0.0016 | 1.3740 | 1.1722 |
55
+ | No log | 0.3077 | 8 | 1.0688 | -0.1276 | 1.0688 | 1.0338 |
56
+ | No log | 0.3846 | 10 | 0.8674 | -0.2238 | 0.8674 | 0.9314 |
57
+ | No log | 0.4615 | 12 | 0.7534 | -0.0069 | 0.7534 | 0.8680 |
58
+ | No log | 0.5385 | 14 | 0.8214 | -0.1233 | 0.8214 | 0.9063 |
59
+ | No log | 0.6154 | 16 | 1.0710 | -0.0892 | 1.0710 | 1.0349 |
60
+ | No log | 0.6923 | 18 | 0.9421 | -0.0459 | 0.9421 | 0.9706 |
61
+ | No log | 0.7692 | 20 | 0.8311 | 0.0670 | 0.8311 | 0.9117 |
62
+ | No log | 0.8462 | 22 | 0.9057 | -0.0474 | 0.9057 | 0.9517 |
63
+ | No log | 0.9231 | 24 | 0.8799 | 0.0642 | 0.8799 | 0.9380 |
64
+ | No log | 1.0 | 26 | 0.8703 | 0.0157 | 0.8703 | 0.9329 |
65
+ | No log | 1.0769 | 28 | 0.8515 | -0.0163 | 0.8515 | 0.9227 |
66
+ | No log | 1.1538 | 30 | 0.8824 | 0.0017 | 0.8824 | 0.9394 |
67
+ | No log | 1.2308 | 32 | 0.8780 | 0.0909 | 0.8780 | 0.9370 |
68
+ | No log | 1.3077 | 34 | 0.9661 | 0.0287 | 0.9661 | 0.9829 |
69
+ | No log | 1.3846 | 36 | 0.7051 | 0.0857 | 0.7051 | 0.8397 |
70
+ | No log | 1.4615 | 38 | 0.7020 | 0.0555 | 0.7020 | 0.8378 |
71
+ | No log | 1.5385 | 40 | 0.7422 | -0.0188 | 0.7422 | 0.8615 |
72
+ | No log | 1.6154 | 42 | 0.8992 | -0.0878 | 0.8992 | 0.9483 |
73
+ | No log | 1.6923 | 44 | 1.2600 | 0.0098 | 1.2600 | 1.1225 |
74
+ | No log | 1.7692 | 46 | 1.5706 | 0.0252 | 1.5706 | 1.2532 |
75
+ | No log | 1.8462 | 48 | 1.3789 | 0.0130 | 1.3789 | 1.1743 |
76
+ | No log | 1.9231 | 50 | 0.9283 | -0.1660 | 0.9283 | 0.9635 |
77
+ | No log | 2.0 | 52 | 0.8284 | -0.0790 | 0.8284 | 0.9102 |
78
+ | No log | 2.0769 | 54 | 0.8089 | -0.0753 | 0.8089 | 0.8994 |
79
+ | No log | 2.1538 | 56 | 0.9125 | -0.1676 | 0.9125 | 0.9552 |
80
+ | No log | 2.2308 | 58 | 1.0382 | -0.0163 | 1.0382 | 1.0189 |
81
+ | No log | 2.3077 | 60 | 0.9793 | -0.2080 | 0.9793 | 0.9896 |
82
+ | No log | 2.3846 | 62 | 0.8677 | -0.0739 | 0.8677 | 0.9315 |
83
+ | No log | 2.4615 | 64 | 0.9150 | -0.2184 | 0.9150 | 0.9566 |
84
+ | No log | 2.5385 | 66 | 1.1442 | -0.2380 | 1.1442 | 1.0697 |
85
+ | No log | 2.6154 | 68 | 1.6756 | -0.0654 | 1.6756 | 1.2944 |
86
+ | No log | 2.6923 | 70 | 1.8312 | -0.0256 | 1.8312 | 1.3532 |
87
+ | No log | 2.7692 | 72 | 1.5139 | 0.0379 | 1.5139 | 1.2304 |
88
+ | No log | 2.8462 | 74 | 1.1504 | 0.0329 | 1.1504 | 1.0726 |
89
+ | No log | 2.9231 | 76 | 0.9269 | 0.0786 | 0.9269 | 0.9628 |
90
+ | No log | 3.0 | 78 | 0.8579 | 0.0456 | 0.8579 | 0.9262 |
91
+ | No log | 3.0769 | 80 | 0.9176 | 0.0727 | 0.9176 | 0.9579 |
92
+ | No log | 3.1538 | 82 | 1.2414 | -0.0579 | 1.2414 | 1.1142 |
93
+ | No log | 3.2308 | 84 | 1.9543 | 0.0161 | 1.9543 | 1.3980 |
94
+ | No log | 3.3077 | 86 | 1.7921 | 0.0650 | 1.7921 | 1.3387 |
95
+ | No log | 3.3846 | 88 | 1.0915 | -0.0579 | 1.0915 | 1.0448 |
96
+ | No log | 3.4615 | 90 | 0.9569 | -0.0878 | 0.9569 | 0.9782 |
97
+ | No log | 3.5385 | 92 | 1.0591 | -0.1734 | 1.0591 | 1.0291 |
98
+ | No log | 3.6154 | 94 | 1.0371 | -0.1734 | 1.0371 | 1.0184 |
99
+ | No log | 3.6923 | 96 | 1.1291 | -0.0353 | 1.1291 | 1.0626 |
100
+ | No log | 3.7692 | 98 | 1.4768 | 0.0636 | 1.4768 | 1.2152 |
101
+ | No log | 3.8462 | 100 | 1.4564 | 0.0112 | 1.4564 | 1.2068 |
102
+ | No log | 3.9231 | 102 | 1.1082 | -0.0334 | 1.1082 | 1.0527 |
103
+ | No log | 4.0 | 104 | 0.8082 | -0.1168 | 0.8082 | 0.8990 |
104
+ | No log | 4.0769 | 106 | 0.8372 | -0.1074 | 0.8372 | 0.9150 |
105
+ | No log | 4.1538 | 108 | 0.8188 | -0.1143 | 0.8188 | 0.9049 |
106
+ | No log | 4.2308 | 110 | 0.8136 | 0.0555 | 0.8136 | 0.9020 |
107
+ | No log | 4.3077 | 112 | 0.8861 | -0.1246 | 0.8861 | 0.9413 |
108
+ | No log | 4.3846 | 114 | 1.0437 | -0.1279 | 1.0437 | 1.0216 |
109
+ | No log | 4.4615 | 116 | 1.1453 | -0.1281 | 1.1453 | 1.0702 |
110
+ | No log | 4.5385 | 118 | 1.1722 | -0.0883 | 1.1722 | 1.0827 |
111
+ | No log | 4.6154 | 120 | 1.0675 | -0.1111 | 1.0675 | 1.0332 |
112
+ | No log | 4.6923 | 122 | 0.9965 | -0.1450 | 0.9965 | 0.9983 |
113
+ | No log | 4.7692 | 124 | 1.0712 | -0.1070 | 1.0712 | 1.0350 |
114
+ | No log | 4.8462 | 126 | 1.3117 | -0.0761 | 1.3117 | 1.1453 |
115
+ | No log | 4.9231 | 128 | 1.4816 | -0.0276 | 1.4816 | 1.2172 |
116
+ | No log | 5.0 | 130 | 1.4507 | -0.0238 | 1.4507 | 1.2045 |
117
+ | No log | 5.0769 | 132 | 1.2958 | -0.0785 | 1.2958 | 1.1383 |
118
+ | No log | 5.1538 | 134 | 1.1077 | -0.0409 | 1.1077 | 1.0525 |
119
+ | No log | 5.2308 | 136 | 1.0113 | -0.0378 | 1.0113 | 1.0056 |
120
+ | No log | 5.3077 | 138 | 0.9969 | -0.1152 | 0.9969 | 0.9984 |
121
+ | No log | 5.3846 | 140 | 0.9806 | -0.1994 | 0.9806 | 0.9903 |
122
+ | No log | 5.4615 | 142 | 1.0776 | -0.1446 | 1.0776 | 1.0381 |
123
+ | No log | 5.5385 | 144 | 1.2707 | -0.1144 | 1.2707 | 1.1273 |
124
+ | No log | 5.6154 | 146 | 1.3019 | -0.0820 | 1.3019 | 1.1410 |
125
+ | No log | 5.6923 | 148 | 1.2315 | -0.1172 | 1.2315 | 1.1097 |
126
+ | No log | 5.7692 | 150 | 1.1253 | -0.1549 | 1.1253 | 1.0608 |
127
+ | No log | 5.8462 | 152 | 1.1173 | -0.0934 | 1.1173 | 1.0570 |
128
+ | No log | 5.9231 | 154 | 1.1630 | -0.0920 | 1.1630 | 1.0784 |
129
+ | No log | 6.0 | 156 | 1.2131 | -0.0721 | 1.2131 | 1.1014 |
130
+ | No log | 6.0769 | 158 | 1.2229 | 0.0138 | 1.2229 | 1.1059 |
131
+ | No log | 6.1538 | 160 | 1.0681 | -0.0986 | 1.0681 | 1.0335 |
132
+ | No log | 6.2308 | 162 | 0.9658 | 0.0482 | 0.9658 | 0.9827 |
133
+ | No log | 6.3077 | 164 | 0.9309 | 0.0151 | 0.9309 | 0.9648 |
134
+ | No log | 6.3846 | 166 | 0.9673 | -0.1386 | 0.9673 | 0.9835 |
135
+ | No log | 6.4615 | 168 | 0.9752 | -0.0760 | 0.9752 | 0.9875 |
136
+ | No log | 6.5385 | 170 | 0.9718 | 0.0014 | 0.9718 | 0.9858 |
137
+ | No log | 6.6154 | 172 | 0.9887 | 0.0120 | 0.9887 | 0.9944 |
138
+ | No log | 6.6923 | 174 | 1.0750 | -0.0204 | 1.0750 | 1.0368 |
139
+ | No log | 6.7692 | 176 | 1.1127 | -0.1289 | 1.1127 | 1.0548 |
140
+ | No log | 6.8462 | 178 | 1.1248 | -0.1389 | 1.1248 | 1.0606 |
141
+ | No log | 6.9231 | 180 | 1.0307 | -0.1806 | 1.0307 | 1.0152 |
142
+ | No log | 7.0 | 182 | 1.1240 | -0.0760 | 1.1240 | 1.0602 |
143
+ | No log | 7.0769 | 184 | 1.2041 | -0.0195 | 1.2041 | 1.0973 |
144
+ | No log | 7.1538 | 186 | 1.2834 | -0.0201 | 1.2834 | 1.1329 |
145
+ | No log | 7.2308 | 188 | 1.4514 | 0.1458 | 1.4514 | 1.2047 |
146
+ | No log | 7.3077 | 190 | 1.3551 | 0.1691 | 1.3551 | 1.1641 |
147
+ | No log | 7.3846 | 192 | 1.0361 | 0.0810 | 1.0361 | 1.0179 |
148
+ | No log | 7.4615 | 194 | 0.8596 | -0.0070 | 0.8596 | 0.9272 |
149
+ | No log | 7.5385 | 196 | 0.9195 | 0.0097 | 0.9195 | 0.9589 |
150
+ | No log | 7.6154 | 198 | 0.9711 | 0.0725 | 0.9711 | 0.9854 |
151
+ | No log | 7.6923 | 200 | 0.9503 | 0.0426 | 0.9503 | 0.9748 |
152
+ | No log | 7.7692 | 202 | 0.9109 | -0.1459 | 0.9109 | 0.9544 |
153
+ | No log | 7.8462 | 204 | 0.9523 | -0.0316 | 0.9523 | 0.9758 |
154
+ | No log | 7.9231 | 206 | 1.0533 | -0.1189 | 1.0533 | 1.0263 |
155
+ | No log | 8.0 | 208 | 0.8939 | 0.0734 | 0.8939 | 0.9455 |
156
+ | No log | 8.0769 | 210 | 0.9432 | 0.0605 | 0.9432 | 0.9712 |
157
+ | No log | 8.1538 | 212 | 0.9496 | 0.0421 | 0.9496 | 0.9745 |
158
+ | No log | 8.2308 | 214 | 0.9359 | -0.0592 | 0.9359 | 0.9674 |
159
+ | No log | 8.3077 | 216 | 1.0064 | -0.0643 | 1.0064 | 1.0032 |
160
+ | No log | 8.3846 | 218 | 1.0323 | -0.0315 | 1.0323 | 1.0160 |
161
+ | No log | 8.4615 | 220 | 0.9785 | -0.1232 | 0.9785 | 0.9892 |
162
+ | No log | 8.5385 | 222 | 0.9270 | -0.0804 | 0.9270 | 0.9628 |
163
+ | No log | 8.6154 | 224 | 0.8711 | 0.0318 | 0.8711 | 0.9333 |
164
+ | No log | 8.6923 | 226 | 0.8371 | 0.1379 | 0.8371 | 0.9149 |
165
+ | No log | 8.7692 | 228 | 0.8708 | 0.2054 | 0.8708 | 0.9332 |
166
+ | No log | 8.8462 | 230 | 0.8299 | 0.0303 | 0.8299 | 0.9110 |
167
+ | No log | 8.9231 | 232 | 0.8650 | -0.1722 | 0.8650 | 0.9300 |
168
+ | No log | 9.0 | 234 | 0.8809 | 0.1423 | 0.8809 | 0.9386 |
169
+ | No log | 9.0769 | 236 | 0.9407 | 0.1862 | 0.9407 | 0.9699 |
170
+ | No log | 9.1538 | 238 | 1.0160 | 0.0267 | 1.0160 | 1.0080 |
171
+ | No log | 9.2308 | 240 | 0.9421 | 0.1379 | 0.9421 | 0.9706 |
172
+ | No log | 9.3077 | 242 | 0.9206 | -0.1817 | 0.9206 | 0.9595 |
173
+ | No log | 9.3846 | 244 | 0.9211 | -0.1746 | 0.9211 | 0.9598 |
174
+ | No log | 9.4615 | 246 | 0.9277 | 0.1272 | 0.9277 | 0.9632 |
175
+ | No log | 9.5385 | 248 | 1.1392 | -0.0568 | 1.1392 | 1.0673 |
176
+ | No log | 9.6154 | 250 | 1.1392 | -0.0568 | 1.1392 | 1.0673 |
177
+ | No log | 9.6923 | 252 | 0.9239 | 0.0118 | 0.9239 | 0.9612 |
178
+ | No log | 9.7692 | 254 | 0.8503 | -0.0079 | 0.8503 | 0.9221 |
179
+ | No log | 9.8462 | 256 | 0.9286 | -0.0425 | 0.9286 | 0.9637 |
180
+ | No log | 9.9231 | 258 | 1.0816 | 0.0431 | 1.0816 | 1.0400 |
181
+ | No log | 10.0 | 260 | 1.1440 | -0.0285 | 1.1440 | 1.0696 |
182
+ | No log | 10.0769 | 262 | 1.0933 | -0.1279 | 1.0933 | 1.0456 |
183
+ | No log | 10.1538 | 264 | 0.8999 | 0.0628 | 0.8999 | 0.9486 |
184
+ | No log | 10.2308 | 266 | 0.8823 | -0.0949 | 0.8823 | 0.9393 |
185
+ | No log | 10.3077 | 268 | 0.9081 | -0.0532 | 0.9081 | 0.9530 |
186
+ | No log | 10.3846 | 270 | 1.0424 | -0.1267 | 1.0424 | 1.0210 |
187
+ | No log | 10.4615 | 272 | 0.9958 | -0.0033 | 0.9958 | 0.9979 |
188
+ | No log | 10.5385 | 274 | 0.8886 | -0.0541 | 0.8886 | 0.9426 |
189
+ | No log | 10.6154 | 276 | 0.8668 | -0.0108 | 0.8668 | 0.9310 |
190
+ | No log | 10.6923 | 278 | 0.9553 | -0.0373 | 0.9553 | 0.9774 |
191
+ | No log | 10.7692 | 280 | 1.0236 | 0.0182 | 1.0236 | 1.0117 |
192
+ | No log | 10.8462 | 282 | 0.8716 | 0.0574 | 0.8716 | 0.9336 |
193
+ | No log | 10.9231 | 284 | 0.8087 | -0.0810 | 0.8087 | 0.8993 |
194
+ | No log | 11.0 | 286 | 0.8659 | -0.1411 | 0.8659 | 0.9305 |
195
+ | No log | 11.0769 | 288 | 0.8362 | 0.0495 | 0.8362 | 0.9145 |
196
+ | No log | 11.1538 | 290 | 0.8957 | 0.1183 | 0.8957 | 0.9464 |
197
+ | No log | 11.2308 | 292 | 0.8777 | 0.0573 | 0.8777 | 0.9368 |
198
+ | No log | 11.3077 | 294 | 0.9241 | 0.1281 | 0.9241 | 0.9613 |
199
+ | No log | 11.3846 | 296 | 0.9490 | -0.0033 | 0.9490 | 0.9742 |
200
+ | No log | 11.4615 | 298 | 0.9461 | 0.0476 | 0.9461 | 0.9727 |
201
+ | No log | 11.5385 | 300 | 1.0065 | -0.0474 | 1.0065 | 1.0033 |
202
+ | No log | 11.6154 | 302 | 0.9523 | 0.0525 | 0.9523 | 0.9759 |
203
+ | No log | 11.6923 | 304 | 0.8707 | -0.0334 | 0.8707 | 0.9331 |
204
+ | No log | 11.7692 | 306 | 0.9664 | -0.1851 | 0.9664 | 0.9830 |
205
+ | No log | 11.8462 | 308 | 0.9076 | -0.0066 | 0.9076 | 0.9527 |
206
+ | No log | 11.9231 | 310 | 0.8505 | 0.0140 | 0.8505 | 0.9222 |
207
+ | No log | 12.0 | 312 | 1.3113 | -0.0628 | 1.3113 | 1.1451 |
208
+ | No log | 12.0769 | 314 | 1.6392 | 0.0478 | 1.6392 | 1.2803 |
209
+ | No log | 12.1538 | 316 | 1.3569 | -0.0029 | 1.3569 | 1.1649 |
210
+ | No log | 12.2308 | 318 | 0.9303 | 0.0260 | 0.9303 | 0.9645 |
211
+ | No log | 12.3077 | 320 | 0.7844 | 0.0282 | 0.7844 | 0.8857 |
212
+ | No log | 12.3846 | 322 | 0.8058 | 0.0191 | 0.8058 | 0.8977 |
213
+ | No log | 12.4615 | 324 | 0.8676 | 0.0409 | 0.8676 | 0.9315 |
214
+ | No log | 12.5385 | 326 | 1.0392 | 0.0486 | 1.0392 | 1.0194 |
215
+ | No log | 12.6154 | 328 | 1.1236 | 0.0805 | 1.1236 | 1.0600 |
216
+ | No log | 12.6923 | 330 | 0.9167 | -0.0056 | 0.9167 | 0.9574 |
217
+ | No log | 12.7692 | 332 | 0.7949 | 0.0700 | 0.7949 | 0.8916 |
218
+ | No log | 12.8462 | 334 | 0.7884 | 0.1146 | 0.7884 | 0.8879 |
219
+ | No log | 12.9231 | 336 | 0.8762 | 0.1841 | 0.8762 | 0.9361 |
220
+ | No log | 13.0 | 338 | 0.9747 | 0.0515 | 0.9747 | 0.9873 |
221
+ | No log | 13.0769 | 340 | 0.8779 | 0.0377 | 0.8779 | 0.9370 |
222
+ | No log | 13.1538 | 342 | 0.8178 | 0.0409 | 0.8178 | 0.9043 |
223
+ | No log | 13.2308 | 344 | 0.7263 | 0.0247 | 0.7263 | 0.8522 |
224
+ | No log | 13.3077 | 346 | 0.7391 | 0.0247 | 0.7391 | 0.8597 |
225
+ | No log | 13.3846 | 348 | 0.8249 | 0.0442 | 0.8249 | 0.9082 |
226
+ | No log | 13.4615 | 350 | 0.8955 | -0.0079 | 0.8955 | 0.9463 |
227
+ | No log | 13.5385 | 352 | 0.8552 | 0.0377 | 0.8552 | 0.9248 |
228
+ | No log | 13.6154 | 354 | 0.8067 | 0.0476 | 0.8067 | 0.8982 |
229
+ | No log | 13.6923 | 356 | 0.7602 | 0.0999 | 0.7602 | 0.8719 |
230
+ | No log | 13.7692 | 358 | 0.7598 | 0.0999 | 0.7598 | 0.8717 |
231
+ | No log | 13.8462 | 360 | 0.8040 | 0.0442 | 0.8040 | 0.8966 |
232
+ | No log | 13.9231 | 362 | 0.9510 | 0.0984 | 0.9510 | 0.9752 |
233
+ | No log | 14.0 | 364 | 1.0358 | 0.1408 | 1.0358 | 1.0177 |
234
+ | No log | 14.0769 | 366 | 0.9322 | -0.0056 | 0.9322 | 0.9655 |
235
+ | No log | 14.1538 | 368 | 0.8139 | -0.0240 | 0.8139 | 0.9022 |
236
+ | No log | 14.2308 | 370 | 0.7810 | -0.0086 | 0.7810 | 0.8837 |
237
+ | No log | 14.3077 | 372 | 0.8346 | 0.1605 | 0.8346 | 0.9136 |
238
+ | No log | 14.3846 | 374 | 0.9083 | 0.1024 | 0.9083 | 0.9530 |
239
+ | No log | 14.4615 | 376 | 1.1119 | 0.0026 | 1.1119 | 1.0545 |
240
+ | No log | 14.5385 | 378 | 1.0295 | 0.0609 | 1.0295 | 1.0146 |
241
+ | No log | 14.6154 | 380 | 0.8398 | 0.0099 | 0.8398 | 0.9164 |
242
+ | No log | 14.6923 | 382 | 0.7939 | -0.0329 | 0.7939 | 0.8910 |
243
+ | No log | 14.7692 | 384 | 0.8142 | -0.0620 | 0.8142 | 0.9024 |
244
+ | No log | 14.8462 | 386 | 0.8443 | -0.0008 | 0.8443 | 0.9189 |
245
+ | No log | 14.9231 | 388 | 1.0961 | 0.0805 | 1.0961 | 1.0470 |
246
+ | No log | 15.0 | 390 | 1.2131 | 0.0651 | 1.2131 | 1.1014 |
247
+ | No log | 15.0769 | 392 | 0.9760 | 0.0805 | 0.9760 | 0.9879 |
248
+ | No log | 15.1538 | 394 | 0.7405 | 0.1395 | 0.7405 | 0.8605 |
249
+ | No log | 15.2308 | 396 | 0.7067 | -0.0591 | 0.7067 | 0.8406 |
250
+ | No log | 15.3077 | 398 | 0.7646 | 0.0999 | 0.7646 | 0.8744 |
251
+ | No log | 15.3846 | 400 | 0.9905 | 0.0305 | 0.9905 | 0.9952 |
252
+ | No log | 15.4615 | 402 | 1.0348 | -0.0067 | 1.0348 | 1.0172 |
253
+ | No log | 15.5385 | 404 | 0.8866 | 0.0676 | 0.8866 | 0.9416 |
254
+ | No log | 15.6154 | 406 | 0.8101 | 0.0600 | 0.8101 | 0.9001 |
255
+ | No log | 15.6923 | 408 | 0.8895 | 0.0333 | 0.8895 | 0.9431 |
256
+ | No log | 15.7692 | 410 | 1.0329 | 0.0157 | 1.0329 | 1.0163 |
257
+ | No log | 15.8462 | 412 | 1.0541 | 0.0157 | 1.0541 | 1.0267 |
258
+ | No log | 15.9231 | 414 | 1.0420 | 0.0545 | 1.0420 | 1.0208 |
259
+ | No log | 16.0 | 416 | 0.8232 | 0.0099 | 0.8232 | 0.9073 |
260
+ | No log | 16.0769 | 418 | 0.7735 | 0.1433 | 0.7735 | 0.8795 |
261
+ | No log | 16.1538 | 420 | 0.7779 | 0.1081 | 0.7779 | 0.8820 |
262
+ | No log | 16.2308 | 422 | 0.7961 | 0.0116 | 0.7961 | 0.8923 |
263
+ | No log | 16.3077 | 424 | 0.8054 | 0.0116 | 0.8054 | 0.8974 |
264
+ | No log | 16.3846 | 426 | 0.8068 | 0.0828 | 0.8068 | 0.8982 |
265
+ | No log | 16.4615 | 428 | 0.8930 | 0.0512 | 0.8930 | 0.9450 |
266
+ | No log | 16.5385 | 430 | 0.9231 | -0.0852 | 0.9231 | 0.9608 |
267
+ | No log | 16.6154 | 432 | 0.8462 | 0.0846 | 0.8462 | 0.9199 |
268
+ | No log | 16.6923 | 434 | 0.8313 | -0.0293 | 0.8313 | 0.9118 |
269
+ | No log | 16.7692 | 436 | 0.8240 | -0.0293 | 0.8240 | 0.9078 |
270
+ | No log | 16.8462 | 438 | 0.8148 | -0.0293 | 0.8148 | 0.9027 |
271
+ | No log | 16.9231 | 440 | 0.8131 | 0.0723 | 0.8131 | 0.9017 |
272
+ | No log | 17.0 | 442 | 0.9832 | -0.1279 | 0.9832 | 0.9916 |
273
+ | No log | 17.0769 | 444 | 1.0294 | -0.0955 | 1.0294 | 1.0146 |
274
+ | No log | 17.1538 | 446 | 0.8352 | 0.0786 | 0.8352 | 0.9139 |
275
+ | No log | 17.2308 | 448 | 0.7141 | 0.0541 | 0.7141 | 0.8450 |
276
+ | No log | 17.3077 | 450 | 0.7564 | -0.0724 | 0.7564 | 0.8697 |
277
+ | No log | 17.3846 | 452 | 0.7310 | -0.0406 | 0.7310 | 0.8550 |
278
+ | No log | 17.4615 | 454 | 0.7244 | 0.1722 | 0.7244 | 0.8511 |
279
+ | No log | 17.5385 | 456 | 0.8971 | 0.0233 | 0.8971 | 0.9472 |
280
+ | No log | 17.6154 | 458 | 1.0176 | 0.0134 | 1.0176 | 1.0087 |
281
+ | No log | 17.6923 | 460 | 0.9432 | 0.0984 | 0.9432 | 0.9712 |
282
+ | No log | 17.7692 | 462 | 0.8834 | 0.1605 | 0.8834 | 0.9399 |
283
+ | No log | 17.8462 | 464 | 0.8783 | 0.1196 | 0.8783 | 0.9372 |
284
+ | No log | 17.9231 | 466 | 0.8695 | 0.1196 | 0.8695 | 0.9325 |
285
+ | No log | 18.0 | 468 | 0.9597 | 0.0984 | 0.9597 | 0.9796 |
286
+ | No log | 18.0769 | 470 | 1.2863 | -0.0145 | 1.2863 | 1.1342 |
287
+ | No log | 18.1538 | 472 | 1.3926 | -0.0178 | 1.3926 | 1.1801 |
288
+ | No log | 18.2308 | 474 | 1.1334 | 0.0975 | 1.1334 | 1.0646 |
289
+ | No log | 18.3077 | 476 | 0.8112 | 0.0748 | 0.8112 | 0.9006 |
290
+ | No log | 18.3846 | 478 | 0.7314 | -0.0032 | 0.7314 | 0.8552 |
291
+ | No log | 18.4615 | 480 | 0.7482 | 0.0528 | 0.7482 | 0.8650 |
292
+ | No log | 18.5385 | 482 | 0.7577 | 0.0260 | 0.7577 | 0.8705 |
293
+ | No log | 18.6154 | 484 | 0.8282 | 0.0826 | 0.8282 | 0.9101 |
294
+ | No log | 18.6923 | 486 | 0.9560 | 0.0458 | 0.9560 | 0.9778 |
295
+ | No log | 18.7692 | 488 | 0.9855 | 0.0089 | 0.9855 | 0.9927 |
296
+ | No log | 18.8462 | 490 | 0.8515 | 0.0984 | 0.8515 | 0.9228 |
297
+ | No log | 18.9231 | 492 | 0.7344 | 0.0159 | 0.7344 | 0.8570 |
298
+ | No log | 19.0 | 494 | 0.7130 | 0.0260 | 0.7130 | 0.8444 |
299
+ | No log | 19.0769 | 496 | 0.7172 | 0.0395 | 0.7172 | 0.8469 |
300
+ | No log | 19.1538 | 498 | 0.7687 | 0.0525 | 0.7687 | 0.8767 |
301
+ | 0.3297 | 19.2308 | 500 | 0.9091 | 0.1269 | 0.9091 | 0.9535 |
302
+ | 0.3297 | 19.3077 | 502 | 1.0069 | 0.1228 | 1.0069 | 1.0034 |
303
+ | 0.3297 | 19.3846 | 504 | 1.0629 | 0.0129 | 1.0629 | 1.0310 |
304
+ | 0.3297 | 19.4615 | 506 | 0.9747 | 0.0526 | 0.9747 | 0.9873 |
305
+ | 0.3297 | 19.5385 | 508 | 0.8070 | 0.1387 | 0.8070 | 0.8983 |
306
+ | 0.3297 | 19.6154 | 510 | 0.7438 | -0.0118 | 0.7438 | 0.8624 |
307
+ | 0.3297 | 19.6923 | 512 | 0.7434 | 0.0970 | 0.7434 | 0.8622 |
308
+ | 0.3297 | 19.7692 | 514 | 0.7556 | 0.0732 | 0.7556 | 0.8692 |
309
+ | 0.3297 | 19.8462 | 516 | 0.8119 | 0.1239 | 0.8119 | 0.9011 |
310
+ | 0.3297 | 19.9231 | 518 | 0.9124 | 0.1311 | 0.9124 | 0.9552 |
311
+ | 0.3297 | 20.0 | 520 | 1.0249 | 0.0443 | 1.0249 | 1.0124 |
312
+ | 0.3297 | 20.0769 | 522 | 1.0513 | 0.1042 | 1.0513 | 1.0253 |
313
+ | 0.3297 | 20.1538 | 524 | 0.9000 | 0.0912 | 0.9000 | 0.9487 |
314
+ | 0.3297 | 20.2308 | 526 | 0.7426 | 0.1836 | 0.7426 | 0.8618 |
315
+ | 0.3297 | 20.3077 | 528 | 0.7300 | 0.1202 | 0.7300 | 0.8544 |
316
+ | 0.3297 | 20.3846 | 530 | 0.7748 | 0.0909 | 0.7748 | 0.8802 |
317
+ | 0.3297 | 20.4615 | 532 | 0.8507 | 0.1196 | 0.8507 | 0.9223 |
318
+ | 0.3297 | 20.5385 | 534 | 0.9283 | 0.0152 | 0.9283 | 0.9635 |
319
+ | 0.3297 | 20.6154 | 536 | 0.8628 | 0.0748 | 0.8628 | 0.9289 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
320
 
321
 
322
  ### Framework versions