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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k14_task2_organization

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  1. README.md +288 -519
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k14_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k14_task2_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: 0.8909
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- - Qwk: 0.3271
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- - Mse: 0.8909
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- - Rmse: 0.9439
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  ## Model description
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@@ -47,519 +47,288 @@ 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 | 0.0267 | 2 | 4.6699 | 0.0010 | 4.6699 | 2.1610 |
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- | No log | 0.0533 | 4 | 2.8176 | -0.0325 | 2.8176 | 1.6786 |
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- | No log | 0.08 | 6 | 1.9959 | -0.0303 | 1.9959 | 1.4128 |
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- | No log | 0.1067 | 8 | 1.7817 | 0.0062 | 1.7817 | 1.3348 |
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- | No log | 0.1333 | 10 | 1.3871 | 0.0226 | 1.3871 | 1.1778 |
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- | No log | 0.16 | 12 | 1.2524 | 0.0704 | 1.2524 | 1.1191 |
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- | No log | 0.1867 | 14 | 1.3129 | -0.0806 | 1.3129 | 1.1458 |
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- | No log | 0.2133 | 16 | 1.2889 | 0.0759 | 1.2889 | 1.1353 |
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- | No log | 0.24 | 18 | 1.2537 | 0.1110 | 1.2537 | 1.1197 |
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- | No log | 0.2667 | 20 | 1.2908 | 0.0427 | 1.2908 | 1.1361 |
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- | No log | 0.2933 | 22 | 1.3767 | 0.0527 | 1.3767 | 1.1733 |
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- | No log | 0.32 | 24 | 1.3587 | 0.0527 | 1.3587 | 1.1656 |
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- | No log | 0.3467 | 26 | 1.2632 | 0.1911 | 1.2632 | 1.1239 |
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- | No log | 0.3733 | 28 | 1.3112 | 0.0124 | 1.3112 | 1.1451 |
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- | No log | 0.4 | 30 | 1.3111 | 0.0512 | 1.3111 | 1.1450 |
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- | No log | 0.4267 | 32 | 1.2127 | 0.2124 | 1.2127 | 1.1012 |
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- | No log | 0.4533 | 34 | 1.2026 | 0.2155 | 1.2026 | 1.0966 |
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- | No log | 0.48 | 36 | 1.2023 | 0.2471 | 1.2023 | 1.0965 |
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- | No log | 0.5067 | 38 | 1.2215 | 0.1793 | 1.2215 | 1.1052 |
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- | No log | 0.5333 | 40 | 1.1969 | 0.1609 | 1.1969 | 1.0940 |
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- | No log | 0.56 | 42 | 1.2110 | 0.1211 | 1.2110 | 1.1004 |
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- | No log | 0.5867 | 44 | 1.2528 | 0.0400 | 1.2528 | 1.1193 |
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- | No log | 0.6133 | 46 | 1.2176 | 0.2155 | 1.2176 | 1.1035 |
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- | No log | 0.64 | 48 | 1.1843 | 0.2687 | 1.1843 | 1.0882 |
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- | No log | 0.6667 | 50 | 1.2128 | 0.1715 | 1.2128 | 1.1013 |
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- | No log | 0.6933 | 52 | 1.2833 | 0.1288 | 1.2833 | 1.1328 |
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- | No log | 0.72 | 54 | 1.1399 | 0.2491 | 1.1399 | 1.0677 |
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- | No log | 0.7467 | 56 | 1.0722 | 0.3797 | 1.0722 | 1.0355 |
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- | No log | 0.7733 | 58 | 1.0486 | 0.3797 | 1.0486 | 1.0240 |
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- | No log | 0.8 | 60 | 1.0950 | 0.2285 | 1.0950 | 1.0464 |
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- | No log | 0.8267 | 62 | 1.1220 | 0.2374 | 1.1220 | 1.0593 |
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- | No log | 0.8533 | 64 | 1.0773 | 0.2654 | 1.0773 | 1.0380 |
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- | No log | 0.88 | 66 | 1.0125 | 0.3734 | 1.0125 | 1.0062 |
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- | No log | 0.9067 | 68 | 0.9966 | 0.4243 | 0.9966 | 0.9983 |
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- | No log | 0.9333 | 70 | 0.9827 | 0.4461 | 0.9827 | 0.9913 |
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- | No log | 0.96 | 72 | 0.9790 | 0.4737 | 0.9790 | 0.9895 |
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- | No log | 0.9867 | 74 | 0.9908 | 0.4860 | 0.9908 | 0.9954 |
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- | No log | 1.0133 | 76 | 0.9889 | 0.3874 | 0.9889 | 0.9944 |
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- | No log | 1.04 | 78 | 1.0590 | 0.3954 | 1.0590 | 1.0291 |
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- | No log | 1.0667 | 80 | 0.9314 | 0.4459 | 0.9314 | 0.9651 |
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- | No log | 1.0933 | 82 | 0.9845 | 0.4994 | 0.9845 | 0.9922 |
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- | No log | 1.12 | 84 | 0.9541 | 0.4739 | 0.9541 | 0.9768 |
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- | No log | 1.1467 | 86 | 1.0423 | 0.38 | 1.0423 | 1.0209 |
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- | No log | 1.1733 | 88 | 1.2925 | 0.4041 | 1.2925 | 1.1369 |
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- | No log | 1.2 | 90 | 1.4244 | 0.2838 | 1.4244 | 1.1935 |
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- | No log | 1.2267 | 92 | 1.2074 | 0.4453 | 1.2074 | 1.0988 |
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- | No log | 1.2533 | 94 | 1.0113 | 0.4459 | 1.0113 | 1.0056 |
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- | No log | 1.28 | 96 | 1.0295 | 0.3897 | 1.0295 | 1.0147 |
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- | No log | 1.3067 | 98 | 1.1903 | 0.3402 | 1.1903 | 1.0910 |
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- | No log | 1.3333 | 100 | 1.2069 | 0.2503 | 1.2069 | 1.0986 |
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- | No log | 1.3600 | 102 | 1.0399 | 0.3738 | 1.0399 | 1.0198 |
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- | No log | 1.3867 | 104 | 1.0141 | 0.4009 | 1.0141 | 1.0070 |
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- | No log | 1.4133 | 106 | 1.0639 | 0.3897 | 1.0639 | 1.0314 |
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- | No log | 1.44 | 108 | 1.0484 | 0.3787 | 1.0484 | 1.0239 |
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- | No log | 1.4667 | 110 | 1.0884 | 0.3934 | 1.0884 | 1.0433 |
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- | No log | 1.4933 | 112 | 1.1729 | 0.3912 | 1.1729 | 1.0830 |
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- | No log | 1.52 | 114 | 1.4066 | 0.3409 | 1.4066 | 1.1860 |
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- | No log | 1.5467 | 116 | 1.2887 | 0.3311 | 1.2887 | 1.1352 |
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- | No log | 1.5733 | 118 | 1.2113 | 0.3266 | 1.2113 | 1.1006 |
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- | No log | 1.6 | 120 | 1.2990 | 0.2293 | 1.2990 | 1.1397 |
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- | No log | 1.6267 | 122 | 1.1696 | 0.2877 | 1.1696 | 1.0815 |
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- | No log | 1.6533 | 124 | 1.1653 | 0.3557 | 1.1653 | 1.0795 |
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- | No log | 1.6800 | 126 | 1.2970 | 0.1407 | 1.2970 | 1.1388 |
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- | No log | 1.7067 | 128 | 1.2000 | 0.3169 | 1.2000 | 1.0955 |
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- | No log | 1.7333 | 130 | 1.0604 | 0.3762 | 1.0604 | 1.0298 |
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- | No log | 1.76 | 132 | 1.0400 | 0.3902 | 1.0400 | 1.0198 |
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- | No log | 1.7867 | 134 | 1.0403 | 0.3418 | 1.0403 | 1.0200 |
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- | No log | 1.8133 | 136 | 1.0651 | 0.3816 | 1.0651 | 1.0320 |
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- | No log | 1.8400 | 138 | 1.0776 | 0.4028 | 1.0776 | 1.0381 |
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- | No log | 1.8667 | 140 | 1.1303 | 0.4602 | 1.1303 | 1.0632 |
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- | No log | 1.8933 | 142 | 1.0528 | 0.4150 | 1.0528 | 1.0260 |
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- | No log | 1.92 | 144 | 1.0450 | 0.3741 | 1.0450 | 1.0222 |
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- | No log | 1.9467 | 146 | 1.0566 | 0.4456 | 1.0566 | 1.0279 |
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- | No log | 1.9733 | 148 | 0.9594 | 0.4518 | 0.9594 | 0.9795 |
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- | No log | 2.0 | 150 | 0.9272 | 0.5390 | 0.9272 | 0.9629 |
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- | No log | 2.0267 | 152 | 0.9984 | 0.4960 | 0.9984 | 0.9992 |
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- | No log | 2.0533 | 154 | 0.8881 | 0.4215 | 0.8881 | 0.9424 |
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- | No log | 2.08 | 156 | 0.8884 | 0.4912 | 0.8884 | 0.9425 |
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- | No log | 2.1067 | 158 | 0.9055 | 0.4794 | 0.9055 | 0.9516 |
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- | No log | 2.1333 | 160 | 0.8722 | 0.4853 | 0.8722 | 0.9339 |
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- | No log | 2.16 | 162 | 0.8856 | 0.4835 | 0.8856 | 0.9411 |
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- | No log | 2.1867 | 164 | 0.8848 | 0.4397 | 0.8848 | 0.9407 |
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- | No log | 2.2133 | 166 | 0.9015 | 0.4792 | 0.9015 | 0.9495 |
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- | No log | 2.24 | 168 | 0.8931 | 0.4294 | 0.8931 | 0.9450 |
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- | No log | 2.2667 | 170 | 0.8997 | 0.4361 | 0.8997 | 0.9485 |
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- | No log | 2.2933 | 172 | 0.8880 | 0.4102 | 0.8880 | 0.9423 |
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- | No log | 2.32 | 174 | 0.9840 | 0.4832 | 0.9840 | 0.9919 |
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- | No log | 2.3467 | 176 | 1.0345 | 0.4543 | 1.0345 | 1.0171 |
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- | No log | 2.3733 | 178 | 0.9379 | 0.4084 | 0.9379 | 0.9685 |
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- | No log | 2.4 | 180 | 0.9193 | 0.3354 | 0.9193 | 0.9588 |
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- | No log | 2.4267 | 182 | 0.9194 | 0.3974 | 0.9194 | 0.9589 |
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- | No log | 2.4533 | 184 | 1.1143 | 0.4520 | 1.1143 | 1.0556 |
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- | No log | 2.48 | 186 | 1.3685 | 0.3793 | 1.3685 | 1.1698 |
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- | No log | 2.5067 | 188 | 1.1552 | 0.3622 | 1.1552 | 1.0748 |
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- | No log | 2.5333 | 190 | 0.9407 | 0.3168 | 0.9407 | 0.9699 |
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- | No log | 2.56 | 192 | 1.1190 | 0.2207 | 1.1190 | 1.0578 |
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- | No log | 2.5867 | 194 | 1.1347 | 0.2207 | 1.1347 | 1.0652 |
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- | No log | 2.6133 | 196 | 1.0091 | 0.2743 | 1.0091 | 1.0045 |
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- | No log | 2.64 | 198 | 1.0855 | 0.2986 | 1.0855 | 1.0419 |
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- | No log | 2.6667 | 200 | 1.2945 | 0.3139 | 1.2945 | 1.1378 |
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- | No log | 2.6933 | 202 | 1.1743 | 0.3125 | 1.1743 | 1.0837 |
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- | No log | 2.7200 | 204 | 1.0264 | 0.4257 | 1.0264 | 1.0131 |
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- | No log | 2.7467 | 206 | 1.0672 | 0.3168 | 1.0672 | 1.0331 |
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- | No log | 2.7733 | 208 | 1.0729 | 0.3396 | 1.0729 | 1.0358 |
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- | No log | 2.8 | 210 | 1.0864 | 0.3779 | 1.0864 | 1.0423 |
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- | No log | 2.8267 | 212 | 0.9910 | 0.3139 | 0.9910 | 0.9955 |
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- | No log | 2.8533 | 214 | 0.9662 | 0.3660 | 0.9662 | 0.9830 |
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- | No log | 2.88 | 216 | 1.1828 | 0.3254 | 1.1828 | 1.0876 |
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- | No log | 2.9067 | 218 | 1.2897 | 0.3287 | 1.2897 | 1.1357 |
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- | No log | 2.9333 | 220 | 1.0750 | 0.4316 | 1.0750 | 1.0368 |
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- | No log | 2.96 | 222 | 0.9384 | 0.3637 | 0.9384 | 0.9687 |
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- | No log | 2.9867 | 224 | 0.9723 | 0.3924 | 0.9723 | 0.9860 |
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- | No log | 3.0133 | 226 | 0.9578 | 0.3712 | 0.9578 | 0.9787 |
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- | No log | 3.04 | 228 | 0.9370 | 0.4294 | 0.9370 | 0.9680 |
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- | No log | 3.0667 | 230 | 0.9535 | 0.3453 | 0.9535 | 0.9765 |
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- | No log | 3.0933 | 232 | 0.9593 | 0.3453 | 0.9593 | 0.9794 |
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- | No log | 3.12 | 234 | 0.9626 | 0.4056 | 0.9626 | 0.9811 |
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- | No log | 3.1467 | 236 | 1.0094 | 0.3989 | 1.0094 | 1.0047 |
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- | No log | 3.1733 | 238 | 1.0406 | 0.3675 | 1.0406 | 1.0201 |
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- | No log | 3.2 | 240 | 1.0030 | 0.3681 | 1.0030 | 1.0015 |
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- | No log | 3.2267 | 242 | 1.1415 | 0.2791 | 1.1415 | 1.0684 |
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- | No log | 3.2533 | 244 | 1.2679 | 0.2634 | 1.2679 | 1.1260 |
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- | No log | 3.2800 | 246 | 1.1779 | 0.2065 | 1.1779 | 1.0853 |
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- | No log | 3.3067 | 248 | 1.0821 | 0.2731 | 1.0821 | 1.0403 |
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- | No log | 3.3333 | 250 | 1.2068 | 0.2476 | 1.2068 | 1.0985 |
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- | No log | 3.36 | 252 | 1.2070 | 0.2324 | 1.2070 | 1.0986 |
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- | No log | 3.3867 | 254 | 1.0867 | 0.2526 | 1.0867 | 1.0425 |
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- | No log | 3.4133 | 256 | 1.1291 | 0.2175 | 1.1291 | 1.0626 |
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- | No log | 3.44 | 258 | 1.2232 | 0.2681 | 1.2232 | 1.1060 |
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- | No log | 3.4667 | 260 | 1.1700 | 0.2800 | 1.1700 | 1.0817 |
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- | No log | 3.4933 | 262 | 1.0504 | 0.3508 | 1.0504 | 1.0249 |
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- | No log | 3.52 | 264 | 1.0390 | 0.3387 | 1.0390 | 1.0193 |
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- | No log | 3.5467 | 266 | 1.0301 | 0.3508 | 1.0301 | 1.0149 |
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- | No log | 3.5733 | 268 | 1.0262 | 0.3508 | 1.0262 | 1.0130 |
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- | No log | 3.6 | 270 | 1.0107 | 0.3094 | 1.0107 | 1.0053 |
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- | No log | 3.6267 | 272 | 0.9805 | 0.3095 | 0.9805 | 0.9902 |
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- | No log | 3.6533 | 274 | 0.9718 | 0.3719 | 0.9718 | 0.9858 |
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- | No log | 3.68 | 276 | 0.9542 | 0.3663 | 0.9542 | 0.9768 |
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- | No log | 3.7067 | 278 | 0.9763 | 0.3363 | 0.9763 | 0.9881 |
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- | No log | 3.7333 | 280 | 1.0808 | 0.2816 | 1.0808 | 1.0396 |
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- | No log | 3.76 | 282 | 1.0308 | 0.3912 | 1.0308 | 1.0153 |
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- | No log | 3.7867 | 284 | 0.9546 | 0.4061 | 0.9546 | 0.9770 |
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- | No log | 3.8133 | 286 | 0.9689 | 0.3614 | 0.9689 | 0.9843 |
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- | No log | 3.84 | 288 | 0.9618 | 0.3830 | 0.9618 | 0.9807 |
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- | No log | 3.8667 | 290 | 0.9970 | 0.3621 | 0.9970 | 0.9985 |
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- | No log | 3.8933 | 292 | 1.0178 | 0.2792 | 1.0178 | 1.0089 |
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- | No log | 3.92 | 294 | 1.0329 | 0.2304 | 1.0329 | 1.0163 |
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- | No log | 3.9467 | 296 | 1.0704 | 0.1546 | 1.0704 | 1.0346 |
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- | No log | 3.9733 | 298 | 1.0452 | 0.2464 | 1.0452 | 1.0223 |
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- | No log | 4.0 | 300 | 1.0267 | 0.2887 | 1.0267 | 1.0132 |
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- | No log | 4.0267 | 302 | 1.0065 | 0.3201 | 1.0065 | 1.0032 |
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- | No log | 4.0533 | 304 | 1.0013 | 0.3890 | 1.0013 | 1.0006 |
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- | No log | 4.08 | 306 | 0.9956 | 0.4036 | 0.9956 | 0.9978 |
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- | No log | 4.1067 | 308 | 0.9902 | 0.4180 | 0.9902 | 0.9951 |
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- | No log | 4.1333 | 310 | 0.9745 | 0.4036 | 0.9745 | 0.9871 |
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- | No log | 4.16 | 312 | 1.0394 | 0.2591 | 1.0394 | 1.0195 |
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- | No log | 4.1867 | 314 | 1.1041 | 0.2154 | 1.1041 | 1.0508 |
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- | No log | 4.2133 | 316 | 1.0689 | 0.2300 | 1.0689 | 1.0339 |
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- | No log | 4.24 | 318 | 1.0137 | 0.3298 | 1.0137 | 1.0068 |
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- | No log | 4.2667 | 320 | 1.0468 | 0.2486 | 1.0468 | 1.0231 |
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- | No log | 4.2933 | 322 | 1.1856 | 0.2525 | 1.1856 | 1.0889 |
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- | No log | 4.32 | 324 | 1.1580 | 0.2525 | 1.1580 | 1.0761 |
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- | No log | 4.3467 | 326 | 1.0480 | 0.3020 | 1.0480 | 1.0237 |
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- | No log | 4.3733 | 328 | 1.0332 | 0.3045 | 1.0332 | 1.0165 |
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- | No log | 4.4 | 330 | 1.1011 | 0.2772 | 1.1011 | 1.0493 |
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- | No log | 4.4267 | 332 | 1.1769 | 0.1905 | 1.1769 | 1.0848 |
218
- | No log | 4.4533 | 334 | 1.1100 | 0.2801 | 1.1100 | 1.0536 |
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- | No log | 4.48 | 336 | 1.0033 | 0.3223 | 1.0033 | 1.0017 |
220
- | No log | 4.5067 | 338 | 1.0312 | 0.3338 | 1.0312 | 1.0155 |
221
- | No log | 4.5333 | 340 | 1.0390 | 0.3737 | 1.0390 | 1.0193 |
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- | No log | 4.5600 | 342 | 0.9790 | 0.2864 | 0.9790 | 0.9894 |
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- | No log | 4.5867 | 344 | 1.0831 | 0.3326 | 1.0831 | 1.0407 |
224
- | No log | 4.6133 | 346 | 1.1776 | 0.2999 | 1.1776 | 1.0852 |
225
- | No log | 4.64 | 348 | 1.0664 | 0.3326 | 1.0664 | 1.0327 |
226
- | No log | 4.6667 | 350 | 0.9556 | 0.3890 | 0.9556 | 0.9775 |
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- | No log | 4.6933 | 352 | 1.0174 | 0.4213 | 1.0174 | 1.0087 |
228
- | No log | 4.72 | 354 | 1.0454 | 0.4347 | 1.0454 | 1.0224 |
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- | No log | 4.7467 | 356 | 1.0256 | 0.4347 | 1.0256 | 1.0127 |
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- | No log | 4.7733 | 358 | 0.9860 | 0.4033 | 0.9860 | 0.9930 |
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- | No log | 4.8 | 360 | 0.9408 | 0.2526 | 0.9408 | 0.9700 |
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- | No log | 4.8267 | 362 | 0.9781 | 0.2448 | 0.9781 | 0.9890 |
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- | No log | 4.8533 | 364 | 1.0021 | 0.2945 | 1.0021 | 1.0010 |
234
- | No log | 4.88 | 366 | 0.9411 | 0.2300 | 0.9411 | 0.9701 |
235
- | No log | 4.9067 | 368 | 0.9162 | 0.2991 | 0.9162 | 0.9572 |
236
- | No log | 4.9333 | 370 | 0.9482 | 0.3462 | 0.9482 | 0.9738 |
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- | No log | 4.96 | 372 | 0.9987 | 0.4116 | 0.9987 | 0.9993 |
238
- | No log | 4.9867 | 374 | 0.9609 | 0.3157 | 0.9609 | 0.9803 |
239
- | No log | 5.0133 | 376 | 0.9565 | 0.2043 | 0.9565 | 0.9780 |
240
- | No log | 5.04 | 378 | 1.0449 | 0.2843 | 1.0449 | 1.0222 |
241
- | No log | 5.0667 | 380 | 1.1054 | 0.3196 | 1.1054 | 1.0514 |
242
- | No log | 5.0933 | 382 | 1.0782 | 0.2821 | 1.0782 | 1.0383 |
243
- | No log | 5.12 | 384 | 0.9741 | 0.2244 | 0.9741 | 0.9870 |
244
- | No log | 5.1467 | 386 | 0.9434 | 0.3318 | 0.9434 | 0.9713 |
245
- | No log | 5.1733 | 388 | 0.9520 | 0.3119 | 0.9520 | 0.9757 |
246
- | No log | 5.2 | 390 | 0.9855 | 0.2244 | 0.9855 | 0.9927 |
247
- | No log | 5.2267 | 392 | 0.9640 | 0.2967 | 0.9640 | 0.9819 |
248
- | No log | 5.2533 | 394 | 0.9430 | 0.3674 | 0.9430 | 0.9711 |
249
- | No log | 5.28 | 396 | 0.9581 | 0.3094 | 0.9581 | 0.9788 |
250
- | No log | 5.3067 | 398 | 1.0363 | 0.3725 | 1.0363 | 1.0180 |
251
- | No log | 5.3333 | 400 | 1.0471 | 0.3725 | 1.0471 | 1.0233 |
252
- | No log | 5.36 | 402 | 0.9489 | 0.3093 | 0.9489 | 0.9741 |
253
- | No log | 5.3867 | 404 | 0.8955 | 0.4570 | 0.8955 | 0.9463 |
254
- | No log | 5.4133 | 406 | 0.9343 | 0.4439 | 0.9343 | 0.9666 |
255
- | No log | 5.44 | 408 | 0.9160 | 0.3602 | 0.9160 | 0.9571 |
256
- | No log | 5.4667 | 410 | 0.9165 | 0.3318 | 0.9165 | 0.9573 |
257
- | No log | 5.4933 | 412 | 0.9328 | 0.2314 | 0.9328 | 0.9658 |
258
- | No log | 5.52 | 414 | 0.9584 | 0.2520 | 0.9584 | 0.9790 |
259
- | No log | 5.5467 | 416 | 0.9690 | 0.2520 | 0.9690 | 0.9844 |
260
- | No log | 5.5733 | 418 | 0.9651 | 0.2782 | 0.9651 | 0.9824 |
261
- | No log | 5.6 | 420 | 0.9543 | 0.2939 | 0.9543 | 0.9769 |
262
- | No log | 5.6267 | 422 | 0.9324 | 0.2939 | 0.9324 | 0.9656 |
263
- | No log | 5.6533 | 424 | 0.9397 | 0.2813 | 0.9397 | 0.9694 |
264
- | No log | 5.68 | 426 | 0.9610 | 0.2401 | 0.9610 | 0.9803 |
265
- | No log | 5.7067 | 428 | 0.9522 | 0.2813 | 0.9522 | 0.9758 |
266
- | No log | 5.7333 | 430 | 0.9072 | 0.3223 | 0.9072 | 0.9525 |
267
- | No log | 5.76 | 432 | 0.9346 | 0.2813 | 0.9346 | 0.9667 |
268
- | No log | 5.7867 | 434 | 0.9233 | 0.2813 | 0.9233 | 0.9609 |
269
- | No log | 5.8133 | 436 | 0.8878 | 0.3223 | 0.8878 | 0.9422 |
270
- | No log | 5.84 | 438 | 0.8590 | 0.3708 | 0.8590 | 0.9268 |
271
- | No log | 5.8667 | 440 | 0.8531 | 0.3708 | 0.8531 | 0.9236 |
272
- | No log | 5.8933 | 442 | 0.8649 | 0.3779 | 0.8649 | 0.9300 |
273
- | No log | 5.92 | 444 | 0.9501 | 0.2995 | 0.9501 | 0.9747 |
274
- | No log | 5.9467 | 446 | 0.9920 | 0.2689 | 0.9920 | 0.9960 |
275
- | No log | 5.9733 | 448 | 0.9558 | 0.2408 | 0.9558 | 0.9776 |
276
- | No log | 6.0 | 450 | 0.9251 | 0.4029 | 0.9251 | 0.9618 |
277
- | No log | 6.0267 | 452 | 0.9267 | 0.3921 | 0.9267 | 0.9626 |
278
- | No log | 6.0533 | 454 | 0.9430 | 0.3921 | 0.9430 | 0.9711 |
279
- | No log | 6.08 | 456 | 0.9370 | 0.3510 | 0.9370 | 0.9680 |
280
- | No log | 6.1067 | 458 | 0.9306 | 0.3663 | 0.9306 | 0.9647 |
281
- | No log | 6.1333 | 460 | 0.9240 | 0.3663 | 0.9240 | 0.9612 |
282
- | No log | 6.16 | 462 | 0.9269 | 0.3674 | 0.9269 | 0.9628 |
283
- | No log | 6.1867 | 464 | 0.9266 | 0.3719 | 0.9266 | 0.9626 |
284
- | No log | 6.2133 | 466 | 0.9341 | 0.3719 | 0.9341 | 0.9665 |
285
- | No log | 6.24 | 468 | 0.9666 | 0.3223 | 0.9666 | 0.9831 |
286
- | No log | 6.2667 | 470 | 0.9526 | 0.3356 | 0.9526 | 0.9760 |
287
- | No log | 6.2933 | 472 | 0.9239 | 0.3921 | 0.9239 | 0.9612 |
288
- | No log | 6.32 | 474 | 0.9245 | 0.4263 | 0.9245 | 0.9615 |
289
- | No log | 6.3467 | 476 | 0.9342 | 0.4304 | 0.9342 | 0.9666 |
290
- | No log | 6.3733 | 478 | 0.9350 | 0.3921 | 0.9350 | 0.9669 |
291
- | No log | 6.4 | 480 | 1.0007 | 0.2200 | 1.0007 | 1.0003 |
292
- | No log | 6.4267 | 482 | 1.0680 | 0.2741 | 1.0680 | 1.0334 |
293
- | No log | 6.4533 | 484 | 1.0379 | 0.2539 | 1.0379 | 1.0188 |
294
- | No log | 6.48 | 486 | 0.9388 | 0.2967 | 0.9388 | 0.9689 |
295
- | No log | 6.5067 | 488 | 0.9194 | 0.4263 | 0.9194 | 0.9588 |
296
- | No log | 6.5333 | 490 | 0.9330 | 0.3946 | 0.9330 | 0.9659 |
297
- | No log | 6.5600 | 492 | 0.9250 | 0.3859 | 0.9250 | 0.9618 |
298
- | No log | 6.5867 | 494 | 0.9430 | 0.2967 | 0.9430 | 0.9711 |
299
- | No log | 6.6133 | 496 | 0.9615 | 0.2401 | 0.9615 | 0.9806 |
300
- | No log | 6.64 | 498 | 0.9790 | 0.2503 | 0.9790 | 0.9895 |
301
- | 0.3599 | 6.6667 | 500 | 0.9411 | 0.2401 | 0.9411 | 0.9701 |
302
- | 0.3599 | 6.6933 | 502 | 0.8817 | 0.3921 | 0.8817 | 0.9390 |
303
- | 0.3599 | 6.72 | 504 | 0.8675 | 0.4072 | 0.8675 | 0.9314 |
304
- | 0.3599 | 6.7467 | 506 | 0.8696 | 0.4072 | 0.8696 | 0.9325 |
305
- | 0.3599 | 6.7733 | 508 | 0.8754 | 0.3921 | 0.8754 | 0.9356 |
306
- | 0.3599 | 6.8 | 510 | 0.8939 | 0.3525 | 0.8939 | 0.9455 |
307
- | 0.3599 | 6.8267 | 512 | 0.8992 | 0.3525 | 0.8992 | 0.9483 |
308
- | 0.3599 | 6.8533 | 514 | 0.9117 | 0.3223 | 0.9117 | 0.9548 |
309
- | 0.3599 | 6.88 | 516 | 0.9028 | 0.3510 | 0.9028 | 0.9502 |
310
- | 0.3599 | 6.9067 | 518 | 0.8949 | 0.3927 | 0.8949 | 0.9460 |
311
- | 0.3599 | 6.9333 | 520 | 0.8805 | 0.4075 | 0.8805 | 0.9383 |
312
- | 0.3599 | 6.96 | 522 | 0.9058 | 0.3779 | 0.9058 | 0.9517 |
313
- | 0.3599 | 6.9867 | 524 | 0.9418 | 0.3720 | 0.9418 | 0.9705 |
314
- | 0.3599 | 7.0133 | 526 | 0.9332 | 0.3525 | 0.9332 | 0.9660 |
315
- | 0.3599 | 7.04 | 528 | 0.9339 | 0.3525 | 0.9339 | 0.9664 |
316
- | 0.3599 | 7.0667 | 530 | 0.9658 | 0.2711 | 0.9658 | 0.9828 |
317
- | 0.3599 | 7.0933 | 532 | 0.9976 | 0.2711 | 0.9976 | 0.9988 |
318
- | 0.3599 | 7.12 | 534 | 1.0621 | 0.2448 | 1.0621 | 1.0306 |
319
- | 0.3599 | 7.1467 | 536 | 1.0498 | 0.2448 | 1.0498 | 1.0246 |
320
- | 0.3599 | 7.1733 | 538 | 1.0080 | 0.2556 | 1.0080 | 1.0040 |
321
- | 0.3599 | 7.2 | 540 | 1.0128 | 0.2401 | 1.0128 | 1.0064 |
322
- | 0.3599 | 7.2267 | 542 | 0.9730 | 0.2556 | 0.9730 | 0.9864 |
323
- | 0.3599 | 7.2533 | 544 | 0.9378 | 0.2509 | 0.9378 | 0.9684 |
324
- | 0.3599 | 7.28 | 546 | 0.9055 | 0.4258 | 0.9055 | 0.9516 |
325
- | 0.3599 | 7.3067 | 548 | 0.9047 | 0.4258 | 0.9047 | 0.9511 |
326
- | 0.3599 | 7.3333 | 550 | 0.8940 | 0.4258 | 0.8940 | 0.9455 |
327
- | 0.3599 | 7.36 | 552 | 0.8920 | 0.4016 | 0.8920 | 0.9445 |
328
- | 0.3599 | 7.3867 | 554 | 0.9011 | 0.3318 | 0.9011 | 0.9493 |
329
- | 0.3599 | 7.4133 | 556 | 0.9370 | 0.3017 | 0.9370 | 0.9680 |
330
- | 0.3599 | 7.44 | 558 | 0.9365 | 0.3017 | 0.9365 | 0.9677 |
331
- | 0.3599 | 7.4667 | 560 | 0.9011 | 0.3145 | 0.9011 | 0.9493 |
332
- | 0.3599 | 7.4933 | 562 | 0.8761 | 0.4406 | 0.8761 | 0.9360 |
333
- | 0.3599 | 7.52 | 564 | 0.8744 | 0.4016 | 0.8744 | 0.9351 |
334
- | 0.3599 | 7.5467 | 566 | 0.8827 | 0.3337 | 0.8827 | 0.9395 |
335
- | 0.3599 | 7.5733 | 568 | 0.8865 | 0.3399 | 0.8865 | 0.9415 |
336
- | 0.3599 | 7.6 | 570 | 0.9308 | 0.4493 | 0.9308 | 0.9648 |
337
- | 0.3599 | 7.6267 | 572 | 0.9283 | 0.4628 | 0.9283 | 0.9635 |
338
- | 0.3599 | 7.6533 | 574 | 0.8646 | 0.4158 | 0.8646 | 0.9299 |
339
- | 0.3599 | 7.68 | 576 | 0.8932 | 0.5219 | 0.8932 | 0.9451 |
340
- | 0.3599 | 7.7067 | 578 | 0.9822 | 0.5194 | 0.9822 | 0.9911 |
341
- | 0.3599 | 7.7333 | 580 | 0.9211 | 0.4974 | 0.9211 | 0.9597 |
342
- | 0.3599 | 7.76 | 582 | 0.8645 | 0.3728 | 0.8645 | 0.9298 |
343
- | 0.3599 | 7.7867 | 584 | 0.9817 | 0.2346 | 0.9817 | 0.9908 |
344
- | 0.3599 | 7.8133 | 586 | 1.0703 | 0.2922 | 1.0703 | 1.0345 |
345
- | 0.3599 | 7.84 | 588 | 1.0614 | 0.2655 | 1.0614 | 1.0302 |
346
- | 0.3599 | 7.8667 | 590 | 0.9966 | 0.2346 | 0.9966 | 0.9983 |
347
- | 0.3599 | 7.8933 | 592 | 0.9319 | 0.3374 | 0.9319 | 0.9654 |
348
- | 0.3599 | 7.92 | 594 | 0.8958 | 0.4784 | 0.8958 | 0.9465 |
349
- | 0.3599 | 7.9467 | 596 | 0.9310 | 0.4615 | 0.9310 | 0.9649 |
350
- | 0.3599 | 7.9733 | 598 | 0.9204 | 0.4615 | 0.9204 | 0.9594 |
351
- | 0.3599 | 8.0 | 600 | 0.8727 | 0.4784 | 0.8727 | 0.9342 |
352
- | 0.3599 | 8.0267 | 602 | 0.9321 | 0.3621 | 0.9321 | 0.9655 |
353
- | 0.3599 | 8.0533 | 604 | 1.0500 | 0.3617 | 1.0500 | 1.0247 |
354
- | 0.3599 | 8.08 | 606 | 1.0540 | 0.3390 | 1.0540 | 1.0266 |
355
- | 0.3599 | 8.1067 | 608 | 0.9555 | 0.2970 | 0.9555 | 0.9775 |
356
- | 0.3599 | 8.1333 | 610 | 0.8744 | 0.4180 | 0.8744 | 0.9351 |
357
- | 0.3599 | 8.16 | 612 | 0.8531 | 0.4479 | 0.8531 | 0.9236 |
358
- | 0.3599 | 8.1867 | 614 | 0.8512 | 0.4479 | 0.8512 | 0.9226 |
359
- | 0.3599 | 8.2133 | 616 | 0.8838 | 0.3374 | 0.8838 | 0.9401 |
360
- | 0.3599 | 8.24 | 618 | 0.9756 | 0.2822 | 0.9756 | 0.9877 |
361
- | 0.3599 | 8.2667 | 620 | 1.0361 | 0.3191 | 1.0361 | 1.0179 |
362
- | 0.3599 | 8.2933 | 622 | 1.0982 | 0.3165 | 1.0982 | 1.0480 |
363
- | 0.3599 | 8.32 | 624 | 1.0982 | 0.2621 | 1.0982 | 1.0479 |
364
- | 0.3599 | 8.3467 | 626 | 1.0189 | 0.2346 | 1.0189 | 1.0094 |
365
- | 0.3599 | 8.3733 | 628 | 0.9082 | 0.2864 | 0.9082 | 0.9530 |
366
- | 0.3599 | 8.4 | 630 | 0.8870 | 0.4221 | 0.8870 | 0.9418 |
367
- | 0.3599 | 8.4267 | 632 | 0.9150 | 0.3142 | 0.9150 | 0.9566 |
368
- | 0.3599 | 8.4533 | 634 | 0.9831 | 0.2692 | 0.9831 | 0.9915 |
369
- | 0.3599 | 8.48 | 636 | 1.0533 | 0.2028 | 1.0533 | 1.0263 |
370
- | 0.3599 | 8.5067 | 638 | 1.0705 | 0.2028 | 1.0705 | 1.0346 |
371
- | 0.3599 | 8.5333 | 640 | 0.9790 | 0.2813 | 0.9790 | 0.9895 |
372
- | 0.3599 | 8.56 | 642 | 0.8908 | 0.4116 | 0.8908 | 0.9438 |
373
- | 0.3599 | 8.5867 | 644 | 0.8691 | 0.4261 | 0.8691 | 0.9323 |
374
- | 0.3599 | 8.6133 | 646 | 0.8586 | 0.4261 | 0.8586 | 0.9266 |
375
- | 0.3599 | 8.64 | 648 | 0.8631 | 0.4116 | 0.8631 | 0.9290 |
376
- | 0.3599 | 8.6667 | 650 | 0.9137 | 0.2993 | 0.9137 | 0.9559 |
377
- | 0.3599 | 8.6933 | 652 | 0.9194 | 0.2993 | 0.9194 | 0.9588 |
378
- | 0.3599 | 8.72 | 654 | 0.8781 | 0.3290 | 0.8781 | 0.9370 |
379
- | 0.3599 | 8.7467 | 656 | 0.8410 | 0.4116 | 0.8410 | 0.9170 |
380
- | 0.3599 | 8.7733 | 658 | 0.8470 | 0.3674 | 0.8470 | 0.9203 |
381
- | 0.3599 | 8.8 | 660 | 0.8457 | 0.4472 | 0.8457 | 0.9196 |
382
- | 0.3599 | 8.8267 | 662 | 0.8462 | 0.4261 | 0.8462 | 0.9199 |
383
- | 0.3599 | 8.8533 | 664 | 0.8622 | 0.3356 | 0.8622 | 0.9286 |
384
- | 0.3599 | 8.88 | 666 | 0.8562 | 0.3674 | 0.8562 | 0.9253 |
385
- | 0.3599 | 8.9067 | 668 | 0.8354 | 0.4472 | 0.8354 | 0.9140 |
386
- | 0.3599 | 8.9333 | 670 | 0.8215 | 0.4617 | 0.8215 | 0.9064 |
387
- | 0.3599 | 8.96 | 672 | 0.8837 | 0.3408 | 0.8837 | 0.9400 |
388
- | 0.3599 | 8.9867 | 674 | 1.0127 | 0.2792 | 1.0127 | 1.0063 |
389
- | 0.3599 | 9.0133 | 676 | 1.0711 | 0.2741 | 1.0711 | 1.0350 |
390
- | 0.3599 | 9.04 | 678 | 1.0514 | 0.2640 | 1.0514 | 1.0254 |
391
- | 0.3599 | 9.0667 | 680 | 0.9799 | 0.3196 | 0.9799 | 0.9899 |
392
- | 0.3599 | 9.0933 | 682 | 0.9332 | 0.3223 | 0.9332 | 0.9660 |
393
- | 0.3599 | 9.12 | 684 | 0.8869 | 0.3119 | 0.8869 | 0.9418 |
394
- | 0.3599 | 9.1467 | 686 | 0.8928 | 0.3223 | 0.8928 | 0.9449 |
395
- | 0.3599 | 9.1733 | 688 | 0.9058 | 0.3243 | 0.9058 | 0.9517 |
396
- | 0.3599 | 9.2 | 690 | 0.8828 | 0.3271 | 0.8828 | 0.9396 |
397
- | 0.3599 | 9.2267 | 692 | 0.8781 | 0.3271 | 0.8781 | 0.9371 |
398
- | 0.3599 | 9.2533 | 694 | 0.9111 | 0.3374 | 0.9111 | 0.9545 |
399
- | 0.3599 | 9.28 | 696 | 0.9911 | 0.3094 | 0.9911 | 0.9955 |
400
- | 0.3599 | 9.3067 | 698 | 1.0029 | 0.2304 | 1.0029 | 1.0014 |
401
- | 0.3599 | 9.3333 | 700 | 0.9791 | 0.2887 | 0.9791 | 0.9895 |
402
- | 0.3599 | 9.36 | 702 | 0.9592 | 0.3374 | 0.9592 | 0.9794 |
403
- | 0.3599 | 9.3867 | 704 | 0.9787 | 0.3070 | 0.9787 | 0.9893 |
404
- | 0.3599 | 9.4133 | 706 | 1.0287 | 0.2028 | 1.0287 | 1.0143 |
405
- | 0.3599 | 9.44 | 708 | 1.1113 | 0.3165 | 1.1113 | 1.0542 |
406
- | 0.3599 | 9.4667 | 710 | 1.0983 | 0.3165 | 1.0983 | 1.0480 |
407
- | 0.3599 | 9.4933 | 712 | 0.9963 | 0.2970 | 0.9963 | 0.9981 |
408
- | 0.3599 | 9.52 | 714 | 0.9802 | 0.3094 | 0.9802 | 0.9901 |
409
- | 0.3599 | 9.5467 | 716 | 1.0006 | 0.2286 | 1.0006 | 1.0003 |
410
- | 0.3599 | 9.5733 | 718 | 1.0669 | 0.2386 | 1.0669 | 1.0329 |
411
- | 0.3599 | 9.6 | 720 | 1.1336 | 0.3211 | 1.1336 | 1.0647 |
412
- | 0.3599 | 9.6267 | 722 | 1.1225 | 0.3697 | 1.1225 | 1.0595 |
413
- | 0.3599 | 9.6533 | 724 | 1.0651 | 0.3211 | 1.0651 | 1.0320 |
414
- | 0.3599 | 9.68 | 726 | 0.9961 | 0.3508 | 0.9961 | 0.9981 |
415
- | 0.3599 | 9.7067 | 728 | 0.9541 | 0.3539 | 0.9541 | 0.9768 |
416
- | 0.3599 | 9.7333 | 730 | 0.9548 | 0.3525 | 0.9548 | 0.9771 |
417
- | 0.3599 | 9.76 | 732 | 0.9583 | 0.3119 | 0.9583 | 0.9789 |
418
- | 0.3599 | 9.7867 | 734 | 0.9953 | 0.1875 | 0.9953 | 0.9977 |
419
- | 0.3599 | 9.8133 | 736 | 0.9787 | 0.2200 | 0.9787 | 0.9893 |
420
- | 0.3599 | 9.84 | 738 | 0.9163 | 0.3201 | 0.9163 | 0.9573 |
421
- | 0.3599 | 9.8667 | 740 | 0.8943 | 0.3223 | 0.8943 | 0.9457 |
422
- | 0.3599 | 9.8933 | 742 | 0.8617 | 0.3685 | 0.8617 | 0.9283 |
423
- | 0.3599 | 9.92 | 744 | 0.8567 | 0.3938 | 0.8567 | 0.9256 |
424
- | 0.3599 | 9.9467 | 746 | 0.8921 | 0.3914 | 0.8921 | 0.9445 |
425
- | 0.3599 | 9.9733 | 748 | 0.8663 | 0.4409 | 0.8663 | 0.9307 |
426
- | 0.3599 | 10.0 | 750 | 0.8408 | 0.5125 | 0.8408 | 0.9169 |
427
- | 0.3599 | 10.0267 | 752 | 0.8097 | 0.4498 | 0.8097 | 0.8998 |
428
- | 0.3599 | 10.0533 | 754 | 0.8053 | 0.4926 | 0.8053 | 0.8974 |
429
- | 0.3599 | 10.08 | 756 | 0.8288 | 0.4796 | 0.8288 | 0.9104 |
430
- | 0.3599 | 10.1067 | 758 | 0.8229 | 0.4974 | 0.8229 | 0.9071 |
431
- | 0.3599 | 10.1333 | 760 | 0.8228 | 0.4549 | 0.8228 | 0.9071 |
432
- | 0.3599 | 10.16 | 762 | 0.8599 | 0.4075 | 0.8599 | 0.9273 |
433
- | 0.3599 | 10.1867 | 764 | 0.8919 | 0.3674 | 0.8919 | 0.9444 |
434
- | 0.3599 | 10.2133 | 766 | 0.8807 | 0.3674 | 0.8807 | 0.9385 |
435
- | 0.3599 | 10.24 | 768 | 0.8569 | 0.4261 | 0.8569 | 0.9257 |
436
- | 0.3599 | 10.2667 | 770 | 0.8619 | 0.3382 | 0.8619 | 0.9284 |
437
- | 0.3599 | 10.2933 | 772 | 0.8787 | 0.3318 | 0.8787 | 0.9374 |
438
- | 0.3599 | 10.32 | 774 | 0.8830 | 0.3318 | 0.8830 | 0.9397 |
439
- | 0.3599 | 10.3467 | 776 | 0.9011 | 0.3318 | 0.9011 | 0.9492 |
440
- | 0.3599 | 10.3733 | 778 | 0.9587 | 0.2864 | 0.9587 | 0.9791 |
441
- | 0.3599 | 10.4 | 780 | 1.0103 | 0.2464 | 1.0103 | 1.0051 |
442
- | 0.3599 | 10.4267 | 782 | 1.0389 | 0.2304 | 1.0389 | 1.0193 |
443
- | 0.3599 | 10.4533 | 784 | 0.9934 | 0.2464 | 0.9934 | 0.9967 |
444
- | 0.3599 | 10.48 | 786 | 0.9491 | 0.2864 | 0.9491 | 0.9742 |
445
- | 0.3599 | 10.5067 | 788 | 0.9127 | 0.4221 | 0.9127 | 0.9554 |
446
- | 0.3599 | 10.5333 | 790 | 0.9012 | 0.4261 | 0.9012 | 0.9493 |
447
- | 0.3599 | 10.56 | 792 | 0.9084 | 0.4645 | 0.9084 | 0.9531 |
448
- | 0.3599 | 10.5867 | 794 | 0.9294 | 0.3822 | 0.9294 | 0.9640 |
449
- | 0.3599 | 10.6133 | 796 | 0.9633 | 0.3119 | 0.9633 | 0.9815 |
450
- | 0.3599 | 10.64 | 798 | 0.9982 | 0.2386 | 0.9982 | 0.9991 |
451
- | 0.3599 | 10.6667 | 800 | 0.9978 | 0.2386 | 0.9978 | 0.9989 |
452
- | 0.3599 | 10.6933 | 802 | 0.9824 | 0.2592 | 0.9824 | 0.9911 |
453
- | 0.3599 | 10.72 | 804 | 0.9803 | 0.3685 | 0.9803 | 0.9901 |
454
- | 0.3599 | 10.7467 | 806 | 0.9805 | 0.4075 | 0.9805 | 0.9902 |
455
- | 0.3599 | 10.7733 | 808 | 0.9690 | 0.4221 | 0.9690 | 0.9844 |
456
- | 0.3599 | 10.8 | 810 | 0.9596 | 0.4075 | 0.9596 | 0.9796 |
457
- | 0.3599 | 10.8267 | 812 | 0.9771 | 0.3374 | 0.9771 | 0.9885 |
458
- | 0.3599 | 10.8533 | 814 | 1.0215 | 0.2244 | 1.0215 | 1.0107 |
459
- | 0.3599 | 10.88 | 816 | 1.0588 | 0.2028 | 1.0588 | 1.0290 |
460
- | 0.3599 | 10.9067 | 818 | 1.0540 | 0.2130 | 1.0540 | 1.0266 |
461
- | 0.3599 | 10.9333 | 820 | 1.0096 | 0.2028 | 1.0096 | 1.0048 |
462
- | 0.3599 | 10.96 | 822 | 0.9399 | 0.3119 | 0.9399 | 0.9695 |
463
- | 0.3599 | 10.9867 | 824 | 0.8949 | 0.3927 | 0.8949 | 0.9460 |
464
- | 0.3599 | 11.0133 | 826 | 0.8644 | 0.3927 | 0.8644 | 0.9297 |
465
- | 0.3599 | 11.04 | 828 | 0.8788 | 0.5060 | 0.8788 | 0.9374 |
466
- | 0.3599 | 11.0667 | 830 | 0.9101 | 0.4439 | 0.9101 | 0.9540 |
467
- | 0.3599 | 11.0933 | 832 | 0.9103 | 0.4439 | 0.9103 | 0.9541 |
468
- | 0.3599 | 11.12 | 834 | 0.8811 | 0.4784 | 0.8811 | 0.9387 |
469
- | 0.3599 | 11.1467 | 836 | 0.8954 | 0.3927 | 0.8954 | 0.9462 |
470
- | 0.3599 | 11.1733 | 838 | 0.9612 | 0.2692 | 0.9612 | 0.9804 |
471
- | 0.3599 | 11.2 | 840 | 0.9740 | 0.2692 | 0.9740 | 0.9869 |
472
- | 0.3599 | 11.2267 | 842 | 0.9377 | 0.3539 | 0.9377 | 0.9683 |
473
- | 0.3599 | 11.2533 | 844 | 0.9204 | 0.3525 | 0.9204 | 0.9594 |
474
- | 0.3599 | 11.28 | 846 | 0.9066 | 0.4075 | 0.9066 | 0.9521 |
475
- | 0.3599 | 11.3067 | 848 | 0.9037 | 0.4075 | 0.9037 | 0.9506 |
476
- | 0.3599 | 11.3333 | 850 | 0.9037 | 0.3927 | 0.9037 | 0.9506 |
477
- | 0.3599 | 11.36 | 852 | 0.9118 | 0.3525 | 0.9118 | 0.9549 |
478
- | 0.3599 | 11.3867 | 854 | 0.9283 | 0.3525 | 0.9283 | 0.9635 |
479
- | 0.3599 | 11.4133 | 856 | 0.9443 | 0.2711 | 0.9443 | 0.9718 |
480
- | 0.3599 | 11.44 | 858 | 0.9419 | 0.2711 | 0.9419 | 0.9705 |
481
- | 0.3599 | 11.4667 | 860 | 0.8940 | 0.3525 | 0.8940 | 0.9455 |
482
- | 0.3599 | 11.4933 | 862 | 0.8599 | 0.4261 | 0.8599 | 0.9273 |
483
- | 0.3599 | 11.52 | 864 | 0.8790 | 0.4507 | 0.8790 | 0.9376 |
484
- | 0.3599 | 11.5467 | 866 | 0.9291 | 0.4723 | 0.9291 | 0.9639 |
485
- | 0.3599 | 11.5733 | 868 | 0.9818 | 0.5310 | 0.9818 | 0.9909 |
486
- | 0.3599 | 11.6 | 870 | 0.9657 | 0.5194 | 0.9657 | 0.9827 |
487
- | 0.3599 | 11.6267 | 872 | 0.9300 | 0.4975 | 0.9300 | 0.9643 |
488
- | 0.3599 | 11.6533 | 874 | 0.8644 | 0.5023 | 0.8644 | 0.9297 |
489
- | 0.3599 | 11.68 | 876 | 0.8461 | 0.4476 | 0.8461 | 0.9198 |
490
- | 0.3599 | 11.7067 | 878 | 0.8543 | 0.3866 | 0.8543 | 0.9243 |
491
- | 0.3599 | 11.7333 | 880 | 0.8924 | 0.3271 | 0.8924 | 0.9447 |
492
- | 0.3599 | 11.76 | 882 | 0.9043 | 0.3271 | 0.9043 | 0.9509 |
493
- | 0.3599 | 11.7867 | 884 | 0.8891 | 0.3271 | 0.8891 | 0.9429 |
494
- | 0.3599 | 11.8133 | 886 | 0.8801 | 0.3271 | 0.8801 | 0.9382 |
495
- | 0.3599 | 11.84 | 888 | 0.8629 | 0.3822 | 0.8629 | 0.9289 |
496
- | 0.3599 | 11.8667 | 890 | 0.8511 | 0.3866 | 0.8511 | 0.9226 |
497
- | 0.3599 | 11.8933 | 892 | 0.8536 | 0.4221 | 0.8536 | 0.9239 |
498
- | 0.3599 | 11.92 | 894 | 0.8543 | 0.3873 | 0.8543 | 0.9243 |
499
- | 0.3599 | 11.9467 | 896 | 0.8476 | 0.3866 | 0.8476 | 0.9207 |
500
- | 0.3599 | 11.9733 | 898 | 0.8404 | 0.3866 | 0.8404 | 0.9168 |
501
- | 0.3599 | 12.0 | 900 | 0.8342 | 0.3866 | 0.8342 | 0.9134 |
502
- | 0.3599 | 12.0267 | 902 | 0.8415 | 0.3866 | 0.8415 | 0.9173 |
503
- | 0.3599 | 12.0533 | 904 | 0.8644 | 0.3090 | 0.8644 | 0.9298 |
504
- | 0.3599 | 12.08 | 906 | 0.8881 | 0.3290 | 0.8881 | 0.9424 |
505
- | 0.3599 | 12.1067 | 908 | 0.8826 | 0.3090 | 0.8826 | 0.9395 |
506
- | 0.3599 | 12.1333 | 910 | 0.8968 | 0.2915 | 0.8968 | 0.9470 |
507
- | 0.3599 | 12.16 | 912 | 0.9092 | 0.2915 | 0.9092 | 0.9535 |
508
- | 0.3599 | 12.1867 | 914 | 0.9289 | 0.3271 | 0.9289 | 0.9638 |
509
- | 0.3599 | 12.2133 | 916 | 0.9386 | 0.3271 | 0.9386 | 0.9688 |
510
- | 0.3599 | 12.24 | 918 | 0.9254 | 0.3066 | 0.9254 | 0.9620 |
511
- | 0.3599 | 12.2667 | 920 | 0.9141 | 0.3115 | 0.9141 | 0.9561 |
512
- | 0.3599 | 12.2933 | 922 | 0.9111 | 0.3513 | 0.9111 | 0.9545 |
513
- | 0.3599 | 12.32 | 924 | 0.9120 | 0.3513 | 0.9120 | 0.9550 |
514
- | 0.3599 | 12.3467 | 926 | 0.9094 | 0.3115 | 0.9094 | 0.9536 |
515
- | 0.3599 | 12.3733 | 928 | 0.9099 | 0.2714 | 0.9099 | 0.9539 |
516
- | 0.3599 | 12.4 | 930 | 0.9178 | 0.3066 | 0.9178 | 0.9580 |
517
- | 0.3599 | 12.4267 | 932 | 0.9091 | 0.2714 | 0.9091 | 0.9535 |
518
- | 0.3599 | 12.4533 | 934 | 0.9064 | 0.2714 | 0.9064 | 0.9521 |
519
- | 0.3599 | 12.48 | 936 | 0.8964 | 0.3660 | 0.8964 | 0.9468 |
520
- | 0.3599 | 12.5067 | 938 | 0.8967 | 0.4198 | 0.8967 | 0.9469 |
521
- | 0.3599 | 12.5333 | 940 | 0.9176 | 0.4236 | 0.9176 | 0.9579 |
522
- | 0.3599 | 12.56 | 942 | 0.8989 | 0.4198 | 0.8989 | 0.9481 |
523
- | 0.3599 | 12.5867 | 944 | 0.8838 | 0.3014 | 0.8838 | 0.9401 |
524
- | 0.3599 | 12.6133 | 946 | 0.9146 | 0.3119 | 0.9146 | 0.9563 |
525
- | 0.3599 | 12.64 | 948 | 0.9510 | 0.3119 | 0.9510 | 0.9752 |
526
- | 0.3599 | 12.6667 | 950 | 0.9740 | 0.2743 | 0.9740 | 0.9869 |
527
- | 0.3599 | 12.6933 | 952 | 0.9595 | 0.3142 | 0.9595 | 0.9795 |
528
- | 0.3599 | 12.72 | 954 | 0.9265 | 0.2915 | 0.9265 | 0.9626 |
529
- | 0.3599 | 12.7467 | 956 | 0.9042 | 0.3762 | 0.9042 | 0.9509 |
530
- | 0.3599 | 12.7733 | 958 | 0.9075 | 0.3216 | 0.9075 | 0.9526 |
531
- | 0.3599 | 12.8 | 960 | 0.9341 | 0.2793 | 0.9341 | 0.9665 |
532
- | 0.3599 | 12.8267 | 962 | 0.9712 | 0.2871 | 0.9712 | 0.9855 |
533
- | 0.3599 | 12.8533 | 964 | 0.9930 | 0.3237 | 0.9930 | 0.9965 |
534
- | 0.3599 | 12.88 | 966 | 0.9772 | 0.3139 | 0.9772 | 0.9885 |
535
- | 0.3599 | 12.9067 | 968 | 0.9636 | 0.3263 | 0.9636 | 0.9816 |
536
- | 0.3599 | 12.9333 | 970 | 0.9653 | 0.2993 | 0.9653 | 0.9825 |
537
- | 0.3599 | 12.96 | 972 | 0.9713 | 0.2993 | 0.9713 | 0.9855 |
538
- | 0.3599 | 12.9867 | 974 | 0.9752 | 0.2967 | 0.9752 | 0.9875 |
539
- | 0.3599 | 13.0133 | 976 | 0.9726 | 0.2967 | 0.9726 | 0.9862 |
540
- | 0.3599 | 13.04 | 978 | 0.9813 | 0.2592 | 0.9813 | 0.9906 |
541
- | 0.3599 | 13.0667 | 980 | 1.0113 | 0.2692 | 1.0113 | 1.0056 |
542
- | 0.3599 | 13.0933 | 982 | 1.0390 | 0.2921 | 1.0390 | 1.0193 |
543
- | 0.3599 | 13.12 | 984 | 1.0041 | 0.3139 | 1.0041 | 1.0020 |
544
- | 0.3599 | 13.1467 | 986 | 0.8945 | 0.3290 | 0.8945 | 0.9458 |
545
- | 0.3599 | 13.1733 | 988 | 0.8471 | 0.4198 | 0.8471 | 0.9204 |
546
- | 0.3599 | 13.2 | 990 | 0.8508 | 0.4236 | 0.8508 | 0.9224 |
547
- | 0.3599 | 13.2267 | 992 | 0.8485 | 0.4236 | 0.8485 | 0.9211 |
548
- | 0.3599 | 13.2533 | 994 | 0.8640 | 0.4511 | 0.8640 | 0.9295 |
549
- | 0.3599 | 13.28 | 996 | 0.9099 | 0.3271 | 0.9099 | 0.9539 |
550
- | 0.3599 | 13.3067 | 998 | 0.9301 | 0.3142 | 0.9301 | 0.9644 |
551
- | 0.0731 | 13.3333 | 1000 | 0.9092 | 0.3271 | 0.9092 | 0.9535 |
552
- | 0.0731 | 13.36 | 1002 | 0.8872 | 0.4221 | 0.8872 | 0.9419 |
553
- | 0.0731 | 13.3867 | 1004 | 0.8603 | 0.4549 | 0.8603 | 0.9275 |
554
- | 0.0731 | 13.4133 | 1006 | 0.8554 | 0.4341 | 0.8554 | 0.9249 |
555
- | 0.0731 | 13.44 | 1008 | 0.8466 | 0.4341 | 0.8466 | 0.9201 |
556
- | 0.0731 | 13.4667 | 1010 | 0.8398 | 0.4549 | 0.8398 | 0.9164 |
557
- | 0.0731 | 13.4933 | 1012 | 0.8693 | 0.3822 | 0.8693 | 0.9324 |
558
- | 0.0731 | 13.52 | 1014 | 0.9247 | 0.3142 | 0.9247 | 0.9616 |
559
- | 0.0731 | 13.5467 | 1016 | 0.9620 | 0.2692 | 0.9620 | 0.9808 |
560
- | 0.0731 | 13.5733 | 1018 | 0.9431 | 0.3142 | 0.9431 | 0.9712 |
561
- | 0.0731 | 13.6 | 1020 | 0.9151 | 0.3119 | 0.9151 | 0.9566 |
562
- | 0.0731 | 13.6267 | 1022 | 0.8909 | 0.3271 | 0.8909 | 0.9439 |
563
 
564
 
565
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k13_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k13_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.3130
19
+ - Qwk: 0.1477
20
+ - Mse: 1.3130
21
+ - Rmse: 1.1459
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0303 | 2 | 4.5412 | 0.0010 | 4.5412 | 2.1310 |
53
+ | No log | 0.0606 | 4 | 2.5952 | 0.0025 | 2.5952 | 1.6110 |
54
+ | No log | 0.0909 | 6 | 1.9774 | 0.0169 | 1.9774 | 1.4062 |
55
+ | No log | 0.1212 | 8 | 1.4364 | 0.0682 | 1.4364 | 1.1985 |
56
+ | No log | 0.1515 | 10 | 1.2422 | 0.1239 | 1.2422 | 1.1146 |
57
+ | No log | 0.1818 | 12 | 1.2489 | 0.1910 | 1.2489 | 1.1175 |
58
+ | No log | 0.2121 | 14 | 1.3504 | 0.1076 | 1.3504 | 1.1621 |
59
+ | No log | 0.2424 | 16 | 1.3516 | 0.1173 | 1.3516 | 1.1626 |
60
+ | No log | 0.2727 | 18 | 1.3164 | 0.0771 | 1.3164 | 1.1473 |
61
+ | No log | 0.3030 | 20 | 1.2870 | 0.1110 | 1.2870 | 1.1345 |
62
+ | No log | 0.3333 | 22 | 1.3314 | 0.0768 | 1.3314 | 1.1538 |
63
+ | No log | 0.3636 | 24 | 1.6891 | 0.0637 | 1.6891 | 1.2997 |
64
+ | No log | 0.3939 | 26 | 1.8618 | -0.0156 | 1.8618 | 1.3645 |
65
+ | No log | 0.4242 | 28 | 1.6069 | 0.0637 | 1.6069 | 1.2676 |
66
+ | No log | 0.4545 | 30 | 1.3262 | 0.0811 | 1.3262 | 1.1516 |
67
+ | No log | 0.4848 | 32 | 1.2948 | 0.2203 | 1.2948 | 1.1379 |
68
+ | No log | 0.5152 | 34 | 1.3496 | 0.1834 | 1.3496 | 1.1617 |
69
+ | No log | 0.5455 | 36 | 1.3401 | -0.0120 | 1.3401 | 1.1576 |
70
+ | No log | 0.5758 | 38 | 1.2543 | 0.0599 | 1.2543 | 1.1200 |
71
+ | No log | 0.6061 | 40 | 1.2673 | 0.0571 | 1.2673 | 1.1257 |
72
+ | No log | 0.6364 | 42 | 1.3361 | 0.0817 | 1.3361 | 1.1559 |
73
+ | No log | 0.6667 | 44 | 1.3562 | 0.0982 | 1.3562 | 1.1646 |
74
+ | No log | 0.6970 | 46 | 1.4030 | 0.1481 | 1.4030 | 1.1845 |
75
+ | No log | 0.7273 | 48 | 1.3617 | 0.1107 | 1.3617 | 1.1669 |
76
+ | No log | 0.7576 | 50 | 1.3778 | 0.1882 | 1.3778 | 1.1738 |
77
+ | No log | 0.7879 | 52 | 1.4490 | 0.1296 | 1.4490 | 1.2037 |
78
+ | No log | 0.8182 | 54 | 1.8022 | -0.0262 | 1.8022 | 1.3425 |
79
+ | No log | 0.8485 | 56 | 1.5822 | 0.1524 | 1.5822 | 1.2578 |
80
+ | No log | 0.8788 | 58 | 1.2761 | 0.3522 | 1.2761 | 1.1296 |
81
+ | No log | 0.9091 | 60 | 1.3019 | 0.2707 | 1.3019 | 1.1410 |
82
+ | No log | 0.9394 | 62 | 1.3925 | 0.2311 | 1.3925 | 1.1800 |
83
+ | No log | 0.9697 | 64 | 1.3044 | 0.3394 | 1.3044 | 1.1421 |
84
+ | No log | 1.0 | 66 | 1.0326 | 0.3970 | 1.0326 | 1.0162 |
85
+ | No log | 1.0303 | 68 | 1.0358 | 0.3862 | 1.0358 | 1.0177 |
86
+ | No log | 1.0606 | 70 | 1.0185 | 0.4772 | 1.0185 | 1.0092 |
87
+ | No log | 1.0909 | 72 | 0.9904 | 0.3819 | 0.9904 | 0.9952 |
88
+ | No log | 1.1212 | 74 | 1.0680 | 0.3249 | 1.0680 | 1.0334 |
89
+ | No log | 1.1515 | 76 | 0.9937 | 0.3838 | 0.9937 | 0.9969 |
90
+ | No log | 1.1818 | 78 | 1.2729 | 0.1533 | 1.2729 | 1.1282 |
91
+ | No log | 1.2121 | 80 | 1.1855 | 0.3689 | 1.1855 | 1.0888 |
92
+ | No log | 1.2424 | 82 | 1.0455 | 0.4086 | 1.0455 | 1.0225 |
93
+ | No log | 1.2727 | 84 | 1.5452 | 0.2749 | 1.5452 | 1.2431 |
94
+ | No log | 1.3030 | 86 | 1.7469 | 0.2170 | 1.7469 | 1.3217 |
95
+ | No log | 1.3333 | 88 | 1.5499 | 0.2572 | 1.5499 | 1.2449 |
96
+ | No log | 1.3636 | 90 | 1.1913 | 0.3249 | 1.1913 | 1.0915 |
97
+ | No log | 1.3939 | 92 | 1.1495 | 0.2966 | 1.1495 | 1.0721 |
98
+ | No log | 1.4242 | 94 | 1.1482 | 0.3346 | 1.1482 | 1.0715 |
99
+ | No log | 1.4545 | 96 | 1.1103 | 0.3548 | 1.1103 | 1.0537 |
100
+ | No log | 1.4848 | 98 | 1.5504 | 0.3166 | 1.5504 | 1.2452 |
101
+ | No log | 1.5152 | 100 | 1.7648 | 0.1914 | 1.7648 | 1.3285 |
102
+ | No log | 1.5455 | 102 | 1.4439 | 0.3200 | 1.4439 | 1.2016 |
103
+ | No log | 1.5758 | 104 | 1.1863 | 0.2999 | 1.1863 | 1.0892 |
104
+ | No log | 1.6061 | 106 | 1.1411 | 0.2794 | 1.1411 | 1.0682 |
105
+ | No log | 1.6364 | 108 | 1.2069 | 0.2698 | 1.2069 | 1.0986 |
106
+ | No log | 1.6667 | 110 | 1.5976 | 0.1957 | 1.5976 | 1.2640 |
107
+ | No log | 1.6970 | 112 | 1.7934 | 0.1851 | 1.7934 | 1.3392 |
108
+ | No log | 1.7273 | 114 | 1.4839 | 0.2971 | 1.4839 | 1.2181 |
109
+ | No log | 1.7576 | 116 | 1.2031 | 0.3061 | 1.2031 | 1.0969 |
110
+ | No log | 1.7879 | 118 | 1.0797 | 0.2714 | 1.0797 | 1.0391 |
111
+ | No log | 1.8182 | 120 | 1.0865 | 0.2857 | 1.0865 | 1.0424 |
112
+ | No log | 1.8485 | 122 | 1.2249 | 0.2894 | 1.2249 | 1.1068 |
113
+ | No log | 1.8788 | 124 | 1.1669 | 0.2397 | 1.1669 | 1.0803 |
114
+ | No log | 1.9091 | 126 | 1.1572 | 0.3043 | 1.1572 | 1.0757 |
115
+ | No log | 1.9394 | 128 | 1.2033 | 0.2783 | 1.2033 | 1.0969 |
116
+ | No log | 1.9697 | 130 | 1.4179 | 0.2131 | 1.4179 | 1.1908 |
117
+ | No log | 2.0 | 132 | 1.9300 | 0.1571 | 1.9300 | 1.3892 |
118
+ | No log | 2.0303 | 134 | 1.9597 | 0.1700 | 1.9597 | 1.3999 |
119
+ | No log | 2.0606 | 136 | 1.6487 | 0.2555 | 1.6487 | 1.2840 |
120
+ | No log | 2.0909 | 138 | 1.5498 | 0.2510 | 1.5498 | 1.2449 |
121
+ | No log | 2.1212 | 140 | 1.7557 | 0.2700 | 1.7557 | 1.3250 |
122
+ | No log | 2.1515 | 142 | 1.9510 | 0.2102 | 1.9510 | 1.3968 |
123
+ | No log | 2.1818 | 144 | 1.5681 | 0.2942 | 1.5681 | 1.2523 |
124
+ | No log | 2.2121 | 146 | 1.2710 | 0.3098 | 1.2710 | 1.1274 |
125
+ | No log | 2.2424 | 148 | 1.1992 | 0.2579 | 1.1992 | 1.0951 |
126
+ | No log | 2.2727 | 150 | 1.1339 | 0.2773 | 1.1339 | 1.0649 |
127
+ | No log | 2.3030 | 152 | 1.1180 | 0.3249 | 1.1180 | 1.0573 |
128
+ | No log | 2.3333 | 154 | 1.2542 | 0.2918 | 1.2542 | 1.1199 |
129
+ | No log | 2.3636 | 156 | 1.3624 | 0.3228 | 1.3624 | 1.1672 |
130
+ | No log | 2.3939 | 158 | 1.1564 | 0.2864 | 1.1564 | 1.0754 |
131
+ | No log | 2.4242 | 160 | 1.1491 | 0.3134 | 1.1491 | 1.0720 |
132
+ | No log | 2.4545 | 162 | 1.2642 | 0.3166 | 1.2642 | 1.1244 |
133
+ | No log | 2.4848 | 164 | 1.4121 | 0.3111 | 1.4121 | 1.1883 |
134
+ | No log | 2.5152 | 166 | 1.6510 | 0.2838 | 1.6510 | 1.2849 |
135
+ | No log | 2.5455 | 168 | 1.5991 | 0.2838 | 1.5991 | 1.2646 |
136
+ | No log | 2.5758 | 170 | 1.2695 | 0.3361 | 1.2695 | 1.1267 |
137
+ | No log | 2.6061 | 172 | 1.0979 | 0.3243 | 1.0979 | 1.0478 |
138
+ | No log | 2.6364 | 174 | 1.1696 | 0.3151 | 1.1696 | 1.0815 |
139
+ | No log | 2.6667 | 176 | 1.4253 | 0.3585 | 1.4253 | 1.1938 |
140
+ | No log | 2.6970 | 178 | 1.4821 | 0.3371 | 1.4821 | 1.2174 |
141
+ | No log | 2.7273 | 180 | 1.3259 | 0.3824 | 1.3259 | 1.1515 |
142
+ | No log | 2.7576 | 182 | 1.2679 | 0.3261 | 1.2679 | 1.1260 |
143
+ | No log | 2.7879 | 184 | 1.1831 | 0.2743 | 1.1831 | 1.0877 |
144
+ | No log | 2.8182 | 186 | 1.1861 | 0.2542 | 1.1861 | 1.0891 |
145
+ | No log | 2.8485 | 188 | 1.2616 | 0.3375 | 1.2616 | 1.1232 |
146
+ | No log | 2.8788 | 190 | 1.3776 | 0.3797 | 1.3776 | 1.1737 |
147
+ | No log | 2.9091 | 192 | 1.3287 | 0.3797 | 1.3287 | 1.1527 |
148
+ | No log | 2.9394 | 194 | 1.2099 | 0.3458 | 1.2099 | 1.0999 |
149
+ | No log | 2.9697 | 196 | 1.2012 | 0.3446 | 1.2012 | 1.0960 |
150
+ | No log | 3.0 | 198 | 1.2489 | 0.3708 | 1.2489 | 1.1176 |
151
+ | No log | 3.0303 | 200 | 1.2534 | 0.3708 | 1.2534 | 1.1196 |
152
+ | No log | 3.0606 | 202 | 1.1750 | 0.3585 | 1.1750 | 1.0840 |
153
+ | No log | 3.0909 | 204 | 1.1871 | 0.3265 | 1.1871 | 1.0895 |
154
+ | No log | 3.1212 | 206 | 1.3138 | 0.3785 | 1.3138 | 1.1462 |
155
+ | No log | 3.1515 | 208 | 1.3144 | 0.3608 | 1.3144 | 1.1465 |
156
+ | No log | 3.1818 | 210 | 1.2129 | 0.2549 | 1.2129 | 1.1013 |
157
+ | No log | 3.2121 | 212 | 1.0563 | 0.3115 | 1.0563 | 1.0278 |
158
+ | No log | 3.2424 | 214 | 1.0368 | 0.3136 | 1.0368 | 1.0182 |
159
+ | No log | 3.2727 | 216 | 1.1669 | 0.2894 | 1.1669 | 1.0802 |
160
+ | No log | 3.3030 | 218 | 1.2649 | 0.3325 | 1.2649 | 1.1247 |
161
+ | No log | 3.3333 | 220 | 1.2095 | 0.3916 | 1.2095 | 1.0998 |
162
+ | No log | 3.3636 | 222 | 1.1720 | 0.3238 | 1.1720 | 1.0826 |
163
+ | No log | 3.3939 | 224 | 1.1417 | 0.3409 | 1.1417 | 1.0685 |
164
+ | No log | 3.4242 | 226 | 1.2124 | 0.2710 | 1.2124 | 1.1011 |
165
+ | No log | 3.4545 | 228 | 1.2652 | 0.2875 | 1.2652 | 1.1248 |
166
+ | No log | 3.4848 | 230 | 1.1117 | 0.2343 | 1.1117 | 1.0544 |
167
+ | No log | 3.5152 | 232 | 1.0566 | 0.2621 | 1.0566 | 1.0279 |
168
+ | No log | 3.5455 | 234 | 1.0951 | 0.2395 | 1.0951 | 1.0465 |
169
+ | No log | 3.5758 | 236 | 1.0669 | 0.3317 | 1.0669 | 1.0329 |
170
+ | No log | 3.6061 | 238 | 1.0219 | 0.4165 | 1.0219 | 1.0109 |
171
+ | No log | 3.6364 | 240 | 1.0278 | 0.4165 | 1.0278 | 1.0138 |
172
+ | No log | 3.6667 | 242 | 0.9608 | 0.3602 | 0.9608 | 0.9802 |
173
+ | No log | 3.6970 | 244 | 0.9483 | 0.3590 | 0.9483 | 0.9738 |
174
+ | No log | 3.7273 | 246 | 1.0119 | 0.3677 | 1.0119 | 1.0059 |
175
+ | No log | 3.7576 | 248 | 0.9707 | 0.3841 | 0.9707 | 0.9852 |
176
+ | No log | 3.7879 | 250 | 0.9893 | 0.4072 | 0.9893 | 0.9946 |
177
+ | No log | 3.8182 | 252 | 1.2396 | 0.3534 | 1.2396 | 1.1134 |
178
+ | No log | 3.8485 | 254 | 1.4977 | 0.3008 | 1.4977 | 1.2238 |
179
+ | No log | 3.8788 | 256 | 1.3726 | 0.3272 | 1.3726 | 1.1716 |
180
+ | No log | 3.9091 | 258 | 1.1723 | 0.3024 | 1.1723 | 1.0827 |
181
+ | No log | 3.9394 | 260 | 1.2478 | 0.3580 | 1.2478 | 1.1171 |
182
+ | No log | 3.9697 | 262 | 1.4203 | 0.3026 | 1.4203 | 1.1918 |
183
+ | No log | 4.0 | 264 | 1.5937 | 0.3093 | 1.5937 | 1.2624 |
184
+ | No log | 4.0303 | 266 | 1.3943 | 0.2935 | 1.3943 | 1.1808 |
185
+ | No log | 4.0606 | 268 | 1.2209 | 0.3548 | 1.2209 | 1.1049 |
186
+ | No log | 4.0909 | 270 | 1.1815 | 0.3474 | 1.1815 | 1.0870 |
187
+ | No log | 4.1212 | 272 | 1.2106 | 0.2956 | 1.2106 | 1.1003 |
188
+ | No log | 4.1515 | 274 | 1.2794 | 0.2736 | 1.2794 | 1.1311 |
189
+ | No log | 4.1818 | 276 | 1.3173 | 0.2704 | 1.3173 | 1.1478 |
190
+ | No log | 4.2121 | 278 | 1.2357 | 0.2509 | 1.2357 | 1.1116 |
191
+ | No log | 4.2424 | 280 | 1.1067 | 0.2248 | 1.1067 | 1.0520 |
192
+ | No log | 4.2727 | 282 | 1.1575 | 0.2343 | 1.1575 | 1.0759 |
193
+ | No log | 4.3030 | 284 | 1.2222 | 0.2417 | 1.2222 | 1.1055 |
194
+ | No log | 4.3333 | 286 | 1.4320 | 0.2929 | 1.4320 | 1.1967 |
195
+ | No log | 4.3636 | 288 | 1.5945 | 0.2739 | 1.5945 | 1.2627 |
196
+ | No log | 4.3939 | 290 | 1.5368 | 0.3173 | 1.5368 | 1.2397 |
197
+ | No log | 4.4242 | 292 | 1.3374 | 0.3067 | 1.3374 | 1.1565 |
198
+ | No log | 4.4545 | 294 | 1.1444 | 0.2417 | 1.1444 | 1.0698 |
199
+ | No log | 4.4848 | 296 | 1.1339 | 0.2417 | 1.1339 | 1.0648 |
200
+ | No log | 4.5152 | 298 | 1.1838 | 0.3734 | 1.1838 | 1.0880 |
201
+ | No log | 4.5455 | 300 | 1.1846 | 0.3947 | 1.1846 | 1.0884 |
202
+ | No log | 4.5758 | 302 | 1.2029 | 0.3947 | 1.2029 | 1.0968 |
203
+ | No log | 4.6061 | 304 | 1.1360 | 0.2509 | 1.1360 | 1.0658 |
204
+ | No log | 4.6364 | 306 | 1.0373 | 0.2357 | 1.0373 | 1.0185 |
205
+ | No log | 4.6667 | 308 | 1.0079 | 0.2772 | 1.0079 | 1.0039 |
206
+ | No log | 4.6970 | 310 | 1.0481 | 0.2752 | 1.0481 | 1.0237 |
207
+ | No log | 4.7273 | 312 | 1.0991 | 0.2558 | 1.0991 | 1.0484 |
208
+ | No log | 4.7576 | 314 | 1.0645 | 0.3022 | 1.0645 | 1.0318 |
209
+ | No log | 4.7879 | 316 | 1.0537 | 0.2752 | 1.0537 | 1.0265 |
210
+ | No log | 4.8182 | 318 | 1.1807 | 0.2772 | 1.1807 | 1.0866 |
211
+ | No log | 4.8485 | 320 | 1.2039 | 0.2743 | 1.2039 | 1.0972 |
212
+ | No log | 4.8788 | 322 | 1.1416 | 0.2402 | 1.1416 | 1.0684 |
213
+ | No log | 4.9091 | 324 | 1.0527 | 0.1701 | 1.0527 | 1.0260 |
214
+ | No log | 4.9394 | 326 | 0.9736 | 0.2132 | 0.9736 | 0.9867 |
215
+ | No log | 4.9697 | 328 | 0.9993 | 0.2522 | 0.9993 | 0.9997 |
216
+ | No log | 5.0 | 330 | 1.1461 | 0.2683 | 1.1461 | 1.0706 |
217
+ | No log | 5.0303 | 332 | 1.1707 | 0.2475 | 1.1707 | 1.0820 |
218
+ | No log | 5.0606 | 334 | 1.1855 | 0.2714 | 1.1855 | 1.0888 |
219
+ | No log | 5.0909 | 336 | 1.0671 | 0.2207 | 1.0671 | 1.0330 |
220
+ | No log | 5.1212 | 338 | 0.9729 | 0.1986 | 0.9729 | 0.9864 |
221
+ | No log | 5.1515 | 340 | 0.9846 | 0.1986 | 0.9846 | 0.9923 |
222
+ | No log | 5.1818 | 342 | 1.0850 | 0.2304 | 1.0850 | 1.0416 |
223
+ | No log | 5.2121 | 344 | 1.2707 | 0.3136 | 1.2707 | 1.1273 |
224
+ | No log | 5.2424 | 346 | 1.2706 | 0.3590 | 1.2706 | 1.1272 |
225
+ | No log | 5.2727 | 348 | 1.1387 | 0.2586 | 1.1387 | 1.0671 |
226
+ | No log | 5.3030 | 350 | 1.1271 | 0.2586 | 1.1271 | 1.0616 |
227
+ | No log | 5.3333 | 352 | 1.1705 | 0.3049 | 1.1705 | 1.0819 |
228
+ | No log | 5.3636 | 354 | 1.1467 | 0.2683 | 1.1467 | 1.0708 |
229
+ | No log | 5.3939 | 356 | 1.1380 | 0.2304 | 1.1380 | 1.0668 |
230
+ | No log | 5.4242 | 358 | 1.1505 | 0.2402 | 1.1505 | 1.0726 |
231
+ | No log | 5.4545 | 360 | 1.1299 | 0.2304 | 1.1299 | 1.0629 |
232
+ | No log | 5.4848 | 362 | 1.1974 | 0.2439 | 1.1974 | 1.0943 |
233
+ | No log | 5.5152 | 364 | 1.1994 | 0.2439 | 1.1994 | 1.0952 |
234
+ | No log | 5.5455 | 366 | 1.1219 | 0.2343 | 1.1219 | 1.0592 |
235
+ | No log | 5.5758 | 368 | 1.0735 | 0.2733 | 1.0735 | 1.0361 |
236
+ | No log | 5.6061 | 370 | 1.1188 | 0.3000 | 1.1188 | 1.0578 |
237
+ | No log | 5.6364 | 372 | 1.1614 | 0.2619 | 1.1614 | 1.0777 |
238
+ | No log | 5.6667 | 374 | 1.2140 | 0.3212 | 1.2140 | 1.1018 |
239
+ | No log | 5.6970 | 376 | 1.1862 | 0.2714 | 1.1862 | 1.0891 |
240
+ | No log | 5.7273 | 378 | 1.1942 | 0.2439 | 1.1942 | 1.0928 |
241
+ | No log | 5.7576 | 380 | 1.1608 | 0.2402 | 1.1608 | 1.0774 |
242
+ | No log | 5.7879 | 382 | 1.1454 | 0.2402 | 1.1454 | 1.0702 |
243
+ | No log | 5.8182 | 384 | 1.0995 | 0.2304 | 1.0995 | 1.0485 |
244
+ | No log | 5.8485 | 386 | 1.0588 | 0.2454 | 1.0588 | 1.0290 |
245
+ | No log | 5.8788 | 388 | 1.0565 | 0.2454 | 1.0565 | 1.0279 |
246
+ | No log | 5.9091 | 390 | 1.0621 | 0.2454 | 1.0621 | 1.0306 |
247
+ | No log | 5.9394 | 392 | 1.0498 | 0.2454 | 1.0498 | 1.0246 |
248
+ | No log | 5.9697 | 394 | 1.0985 | 0.3367 | 1.0985 | 1.0481 |
249
+ | No log | 6.0 | 396 | 1.1717 | 0.3851 | 1.1717 | 1.0824 |
250
+ | No log | 6.0303 | 398 | 1.3291 | 0.3752 | 1.3291 | 1.1529 |
251
+ | No log | 6.0606 | 400 | 1.3762 | 0.3444 | 1.3762 | 1.1731 |
252
+ | No log | 6.0909 | 402 | 1.2495 | 0.3800 | 1.2495 | 1.1178 |
253
+ | No log | 6.1212 | 404 | 1.0546 | 0.2304 | 1.0546 | 1.0269 |
254
+ | No log | 6.1515 | 406 | 0.9658 | 0.2752 | 0.9658 | 0.9827 |
255
+ | No log | 6.1818 | 408 | 0.9813 | 0.2752 | 0.9813 | 0.9906 |
256
+ | No log | 6.2121 | 410 | 1.0437 | 0.3629 | 1.0437 | 1.0216 |
257
+ | No log | 6.2424 | 412 | 1.1258 | 0.4270 | 1.1258 | 1.0611 |
258
+ | No log | 6.2727 | 414 | 1.0376 | 0.3540 | 1.0376 | 1.0186 |
259
+ | No log | 6.3030 | 416 | 0.9959 | 0.3677 | 0.9959 | 0.9979 |
260
+ | No log | 6.3333 | 418 | 0.9831 | 0.3069 | 0.9831 | 0.9915 |
261
+ | No log | 6.3636 | 420 | 0.9372 | 0.2801 | 0.9372 | 0.9681 |
262
+ | No log | 6.3939 | 422 | 0.9203 | 0.3191 | 0.9203 | 0.9593 |
263
+ | No log | 6.4242 | 424 | 0.9385 | 0.3191 | 0.9385 | 0.9688 |
264
+ | No log | 6.4545 | 426 | 0.9506 | 0.3069 | 0.9506 | 0.9750 |
265
+ | No log | 6.4848 | 428 | 0.9363 | 0.3449 | 0.9363 | 0.9676 |
266
+ | No log | 6.5152 | 430 | 0.9470 | 0.3191 | 0.9470 | 0.9731 |
267
+ | No log | 6.5455 | 432 | 0.9746 | 0.2801 | 0.9746 | 0.9872 |
268
+ | No log | 6.5758 | 434 | 0.9885 | 0.2801 | 0.9885 | 0.9942 |
269
+ | No log | 6.6061 | 436 | 0.9711 | 0.3191 | 0.9711 | 0.9855 |
270
+ | No log | 6.6364 | 438 | 0.9559 | 0.3191 | 0.9559 | 0.9777 |
271
+ | No log | 6.6667 | 440 | 1.0279 | 0.2801 | 1.0279 | 1.0138 |
272
+ | No log | 6.6970 | 442 | 1.1830 | 0.3474 | 1.1830 | 1.0877 |
273
+ | No log | 6.7273 | 444 | 1.2573 | 0.4240 | 1.2573 | 1.1213 |
274
+ | No log | 6.7576 | 446 | 1.2491 | 0.4027 | 1.2491 | 1.1176 |
275
+ | No log | 6.7879 | 448 | 1.3249 | 0.4318 | 1.3249 | 1.1510 |
276
+ | No log | 6.8182 | 450 | 1.2922 | 0.4238 | 1.2922 | 1.1367 |
277
+ | No log | 6.8485 | 452 | 1.2399 | 0.4027 | 1.2399 | 1.1135 |
278
+ | No log | 6.8788 | 454 | 1.2599 | 0.4237 | 1.2599 | 1.1224 |
279
+ | No log | 6.9091 | 456 | 1.3386 | 0.3752 | 1.3386 | 1.1570 |
280
+ | No log | 6.9394 | 458 | 1.2412 | 0.4030 | 1.2412 | 1.1141 |
281
+ | No log | 6.9697 | 460 | 1.2258 | 0.4116 | 1.2258 | 1.1072 |
282
+ | No log | 7.0 | 462 | 1.2587 | 0.4116 | 1.2587 | 1.1219 |
283
+ | No log | 7.0303 | 464 | 1.2199 | 0.3669 | 1.2199 | 1.1045 |
284
+ | No log | 7.0606 | 466 | 1.1480 | 0.2439 | 1.1480 | 1.0714 |
285
+ | No log | 7.0909 | 468 | 1.1049 | 0.1961 | 1.1049 | 1.0511 |
286
+ | No log | 7.1212 | 470 | 1.0630 | 0.1820 | 1.0630 | 1.0310 |
287
+ | No log | 7.1515 | 472 | 1.0949 | 0.1801 | 1.0949 | 1.0464 |
288
+ | No log | 7.1818 | 474 | 1.1843 | 0.2809 | 1.1843 | 1.0882 |
289
+ | No log | 7.2121 | 476 | 1.2242 | 0.3072 | 1.2242 | 1.1064 |
290
+ | No log | 7.2424 | 478 | 1.1682 | 0.2291 | 1.1682 | 1.0808 |
291
+ | No log | 7.2727 | 480 | 1.1093 | 0.1801 | 1.1093 | 1.0532 |
292
+ | No log | 7.3030 | 482 | 1.0963 | 0.1015 | 1.0963 | 1.0471 |
293
+ | No log | 7.3333 | 484 | 1.1065 | 0.1015 | 1.1065 | 1.0519 |
294
+ | No log | 7.3636 | 486 | 1.1431 | 0.1801 | 1.1431 | 1.0692 |
295
+ | No log | 7.3939 | 488 | 1.1864 | 0.2250 | 1.1864 | 1.0892 |
296
+ | No log | 7.4242 | 490 | 1.2606 | 0.3578 | 1.2606 | 1.1228 |
297
+ | No log | 7.4545 | 492 | 1.2828 | 0.3814 | 1.2828 | 1.1326 |
298
+ | No log | 7.4848 | 494 | 1.2698 | 0.3578 | 1.2698 | 1.1268 |
299
+ | No log | 7.5152 | 496 | 1.2147 | 0.2772 | 1.2147 | 1.1022 |
300
+ | No log | 7.5455 | 498 | 1.2065 | 0.2250 | 1.2065 | 1.0984 |
301
+ | 0.3438 | 7.5758 | 500 | 1.2483 | 0.2195 | 1.2483 | 1.1173 |
302
+ | 0.3438 | 7.6061 | 502 | 1.2625 | 0.1477 | 1.2625 | 1.1236 |
303
+ | 0.3438 | 7.6364 | 504 | 1.2524 | 0.1894 | 1.2524 | 1.1191 |
304
+ | 0.3438 | 7.6667 | 506 | 1.2213 | 0.1379 | 1.2213 | 1.1051 |
305
+ | 0.3438 | 7.6970 | 508 | 1.1577 | 0.2065 | 1.1577 | 1.0760 |
306
+ | 0.3438 | 7.7273 | 510 | 1.0487 | 0.2386 | 1.0487 | 1.0241 |
307
+ | 0.3438 | 7.7576 | 512 | 1.0044 | 0.2503 | 1.0044 | 1.0022 |
308
+ | 0.3438 | 7.7879 | 514 | 1.0535 | 0.2522 | 1.0535 | 1.0264 |
309
+ | 0.3438 | 7.8182 | 516 | 1.1046 | 0.2899 | 1.1046 | 1.0510 |
310
+ | 0.3438 | 7.8485 | 518 | 1.1650 | 0.2454 | 1.1650 | 1.0793 |
311
+ | 0.3438 | 7.8788 | 520 | 1.2230 | 0.2402 | 1.2230 | 1.1059 |
312
+ | 0.3438 | 7.9091 | 522 | 1.2031 | 0.2402 | 1.2031 | 1.0969 |
313
+ | 0.3438 | 7.9394 | 524 | 1.0892 | 0.1214 | 1.0892 | 1.0437 |
314
+ | 0.3438 | 7.9697 | 526 | 1.0111 | 0.1546 | 1.0111 | 1.0055 |
315
+ | 0.3438 | 8.0 | 528 | 0.9837 | 0.1505 | 0.9837 | 0.9918 |
316
+ | 0.3438 | 8.0303 | 530 | 0.9860 | 0.2076 | 0.9860 | 0.9930 |
317
+ | 0.3438 | 8.0606 | 532 | 0.9858 | 0.2470 | 0.9858 | 0.9929 |
318
+ | 0.3438 | 8.0909 | 534 | 0.9971 | 0.2850 | 0.9971 | 0.9986 |
319
+ | 0.3438 | 8.1212 | 536 | 0.9549 | 0.2752 | 0.9549 | 0.9772 |
320
+ | 0.3438 | 8.1515 | 538 | 0.9008 | 0.3317 | 0.9008 | 0.9491 |
321
+ | 0.3438 | 8.1818 | 540 | 0.8765 | 0.3045 | 0.8765 | 0.9362 |
322
+ | 0.3438 | 8.2121 | 542 | 0.8950 | 0.3045 | 0.8950 | 0.9460 |
323
+ | 0.3438 | 8.2424 | 544 | 0.9254 | 0.2522 | 0.9254 | 0.9620 |
324
+ | 0.3438 | 8.2727 | 546 | 0.9888 | 0.2506 | 0.9888 | 0.9944 |
325
+ | 0.3438 | 8.3030 | 548 | 1.0846 | 0.3117 | 1.0846 | 1.0414 |
326
+ | 0.3438 | 8.3333 | 550 | 1.0982 | 0.2304 | 1.0982 | 1.0480 |
327
+ | 0.3438 | 8.3636 | 552 | 1.0682 | 0.1761 | 1.0682 | 1.0335 |
328
+ | 0.3438 | 8.3939 | 554 | 1.0675 | 0.1761 | 1.0675 | 1.0332 |
329
+ | 0.3438 | 8.4242 | 556 | 1.0927 | 0.1180 | 1.0927 | 1.0453 |
330
+ | 0.3438 | 8.4545 | 558 | 1.1964 | 0.0948 | 1.1964 | 1.0938 |
331
+ | 0.3438 | 8.4848 | 560 | 1.3130 | 0.1477 | 1.3130 | 1.1459 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
332
 
333
 
334
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