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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k19_task7_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k18_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k18_task7_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: 0.6835
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- - Qwk: 0.3523
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- - Mse: 0.6835
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- - Rmse: 0.8268
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  ## Model description
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@@ -47,559 +47,265 @@ 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 | 0.0222 | 2 | 2.5620 | -0.0262 | 2.5620 | 1.6006 |
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- | No log | 0.0444 | 4 | 1.3456 | 0.0985 | 1.3456 | 1.1600 |
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- | No log | 0.0667 | 6 | 1.3074 | -0.1871 | 1.3074 | 1.1434 |
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- | No log | 0.0889 | 8 | 1.2138 | -0.1091 | 1.2138 | 1.1017 |
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- | No log | 0.1111 | 10 | 1.1868 | -0.0559 | 1.1868 | 1.0894 |
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- | No log | 0.1333 | 12 | 1.2426 | 0.0196 | 1.2426 | 1.1147 |
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- | No log | 0.1556 | 14 | 1.3047 | -0.2259 | 1.3047 | 1.1422 |
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- | No log | 0.1778 | 16 | 1.1954 | -0.0531 | 1.1954 | 1.0934 |
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- | No log | 0.2 | 18 | 1.0823 | 0.0524 | 1.0823 | 1.0403 |
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- | No log | 0.2222 | 20 | 1.0631 | 0.0179 | 1.0631 | 1.0311 |
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- | No log | 0.2444 | 22 | 1.1114 | -0.0568 | 1.1114 | 1.0542 |
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- | No log | 0.2667 | 24 | 1.1967 | -0.0424 | 1.1967 | 1.0939 |
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- | No log | 0.2889 | 26 | 1.0983 | -0.0266 | 1.0983 | 1.0480 |
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- | No log | 0.3111 | 28 | 0.9785 | 0.0448 | 0.9785 | 0.9892 |
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- | No log | 0.3333 | 30 | 0.9966 | 0.1065 | 0.9966 | 0.9983 |
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- | No log | 0.3556 | 32 | 1.0431 | 0.1028 | 1.0431 | 1.0213 |
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- | No log | 0.3778 | 34 | 1.0403 | -0.0241 | 1.0403 | 1.0200 |
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- | No log | 0.4 | 36 | 1.0965 | 0.0199 | 1.0965 | 1.0471 |
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- | No log | 0.4222 | 38 | 1.1939 | -0.0600 | 1.1939 | 1.0927 |
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- | No log | 0.4444 | 40 | 1.1415 | -0.0449 | 1.1415 | 1.0684 |
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- | No log | 0.4667 | 42 | 1.1970 | 0.0274 | 1.1970 | 1.0941 |
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- | No log | 0.4889 | 44 | 1.3288 | -0.0175 | 1.3288 | 1.1527 |
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- | No log | 0.5111 | 46 | 1.1512 | -0.0282 | 1.1512 | 1.0730 |
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- | No log | 0.5333 | 48 | 1.0309 | -0.0093 | 1.0309 | 1.0153 |
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- | No log | 0.5556 | 50 | 0.9806 | 0.0455 | 0.9806 | 0.9903 |
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- | No log | 0.5778 | 52 | 1.0126 | -0.0093 | 1.0126 | 1.0063 |
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- | No log | 0.6 | 54 | 1.1531 | 0.0078 | 1.1531 | 1.0738 |
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- | No log | 0.6222 | 56 | 1.1308 | 0.0390 | 1.1308 | 1.0634 |
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- | No log | 0.6444 | 58 | 1.0344 | 0.0305 | 1.0344 | 1.0171 |
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- | No log | 0.6667 | 60 | 0.9438 | 0.1273 | 0.9438 | 0.9715 |
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- | No log | 0.6889 | 62 | 0.9396 | 0.1605 | 0.9396 | 0.9693 |
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- | No log | 0.7111 | 64 | 0.9787 | 0.0947 | 0.9787 | 0.9893 |
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- | No log | 0.7333 | 66 | 0.9993 | 0.1535 | 0.9993 | 0.9997 |
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- | No log | 0.7556 | 68 | 0.8514 | 0.1762 | 0.8514 | 0.9227 |
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- | No log | 0.7778 | 70 | 0.8049 | 0.2480 | 0.8049 | 0.8972 |
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- | No log | 0.8 | 72 | 0.8131 | 0.1935 | 0.8131 | 0.9017 |
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- | No log | 0.8222 | 74 | 0.8571 | 0.0364 | 0.8571 | 0.9258 |
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- | No log | 0.8444 | 76 | 0.9810 | 0.1494 | 0.9810 | 0.9905 |
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- | No log | 0.8667 | 78 | 1.1342 | 0.0881 | 1.1342 | 1.0650 |
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- | No log | 0.8889 | 80 | 0.9852 | 0.0722 | 0.9852 | 0.9926 |
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- | No log | 0.9111 | 82 | 1.0016 | 0.1801 | 1.0016 | 1.0008 |
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- | No log | 0.9333 | 84 | 1.0748 | 0.2399 | 1.0748 | 1.0367 |
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- | No log | 0.9556 | 86 | 1.0272 | 0.2518 | 1.0272 | 1.0135 |
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- | No log | 0.9778 | 88 | 0.9574 | 0.1498 | 0.9574 | 0.9784 |
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- | No log | 1.0 | 90 | 1.2685 | 0.0119 | 1.2685 | 1.1263 |
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- | No log | 1.0222 | 92 | 1.4730 | 0.0239 | 1.4730 | 1.2137 |
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- | No log | 1.0444 | 94 | 1.1904 | 0.1514 | 1.1904 | 1.0910 |
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- | No log | 1.0667 | 96 | 0.8701 | 0.0362 | 0.8701 | 0.9328 |
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- | No log | 1.0889 | 98 | 0.8383 | 0.2950 | 0.8383 | 0.9156 |
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- | No log | 1.1111 | 100 | 1.0414 | 0.2437 | 1.0414 | 1.0205 |
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- | No log | 1.1333 | 102 | 1.0465 | 0.2537 | 1.0465 | 1.0230 |
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- | No log | 1.1556 | 104 | 0.8435 | 0.2722 | 0.8435 | 0.9184 |
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- | No log | 1.1778 | 106 | 0.8578 | 0.1906 | 0.8578 | 0.9262 |
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- | No log | 1.2 | 108 | 1.0488 | 0.1238 | 1.0488 | 1.0241 |
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- | No log | 1.2222 | 110 | 1.1003 | 0.1228 | 1.1003 | 1.0490 |
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- | No log | 1.2444 | 112 | 0.9520 | 0.1909 | 0.9520 | 0.9757 |
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- | No log | 1.2667 | 114 | 0.8007 | 0.2317 | 0.8007 | 0.8948 |
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- | No log | 1.2889 | 116 | 0.7919 | 0.1723 | 0.7919 | 0.8899 |
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- | No log | 1.3111 | 118 | 0.7992 | 0.2113 | 0.7992 | 0.8940 |
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- | No log | 1.3333 | 120 | 0.8229 | 0.2105 | 0.8229 | 0.9072 |
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- | No log | 1.3556 | 122 | 0.8569 | 0.3042 | 0.8569 | 0.9257 |
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- | No log | 1.3778 | 124 | 0.8921 | 0.2652 | 0.8921 | 0.9445 |
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- | No log | 1.4 | 126 | 0.9152 | 0.2597 | 0.9152 | 0.9567 |
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- | No log | 1.4222 | 128 | 0.9531 | 0.2010 | 0.9531 | 0.9763 |
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- | No log | 1.4444 | 130 | 1.0629 | 0.1445 | 1.0629 | 1.0310 |
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- | No log | 1.4667 | 132 | 1.2467 | 0.0691 | 1.2467 | 1.1165 |
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- | No log | 1.4889 | 134 | 1.2620 | 0.0691 | 1.2620 | 1.1234 |
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- | No log | 1.5111 | 136 | 1.1123 | 0.0925 | 1.1123 | 1.0546 |
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- | No log | 1.5333 | 138 | 0.8528 | 0.1463 | 0.8528 | 0.9235 |
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- | No log | 1.5556 | 140 | 0.8109 | 0.2932 | 0.8109 | 0.9005 |
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- | No log | 1.5778 | 142 | 0.8309 | 0.2871 | 0.8309 | 0.9115 |
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- | No log | 1.6 | 144 | 0.7975 | 0.2720 | 0.7975 | 0.8930 |
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- | No log | 1.6222 | 146 | 0.7788 | 0.1697 | 0.7788 | 0.8825 |
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- | No log | 1.6444 | 148 | 0.8107 | 0.3316 | 0.8107 | 0.9004 |
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- | No log | 1.6667 | 150 | 0.7805 | 0.3716 | 0.7805 | 0.8834 |
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- | No log | 1.6889 | 152 | 0.7670 | 0.2084 | 0.7670 | 0.8758 |
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- | No log | 1.7111 | 154 | 0.7722 | 0.2132 | 0.7722 | 0.8788 |
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- | No log | 1.7333 | 156 | 0.7532 | 0.2132 | 0.7532 | 0.8679 |
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- | No log | 1.7556 | 158 | 0.7382 | 0.2988 | 0.7382 | 0.8592 |
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- | No log | 1.7778 | 160 | 0.7372 | 0.2847 | 0.7372 | 0.8586 |
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- | No log | 1.8 | 162 | 0.6978 | 0.2379 | 0.6978 | 0.8353 |
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- | No log | 1.8222 | 164 | 0.6917 | 0.2608 | 0.6917 | 0.8317 |
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- | No log | 1.8444 | 166 | 0.6950 | 0.1884 | 0.6950 | 0.8337 |
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- | No log | 1.8667 | 168 | 0.7495 | 0.2847 | 0.7495 | 0.8657 |
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- | No log | 1.8889 | 170 | 0.7881 | 0.1995 | 0.7881 | 0.8877 |
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- | No log | 1.9111 | 172 | 0.7546 | 0.3224 | 0.7546 | 0.8687 |
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- | No log | 1.9333 | 174 | 0.7900 | 0.3399 | 0.7900 | 0.8888 |
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- | No log | 1.9556 | 176 | 0.9804 | 0.3137 | 0.9804 | 0.9901 |
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- | No log | 1.9778 | 178 | 1.0789 | 0.2208 | 1.0789 | 1.0387 |
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- | No log | 2.0 | 180 | 0.9539 | 0.3105 | 0.9539 | 0.9767 |
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- | No log | 2.0222 | 182 | 0.7729 | 0.3982 | 0.7729 | 0.8791 |
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- | No log | 2.0444 | 184 | 0.7935 | 0.3458 | 0.7935 | 0.8908 |
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- | No log | 2.0667 | 186 | 0.8452 | 0.2781 | 0.8452 | 0.9194 |
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- | No log | 2.0889 | 188 | 0.7929 | 0.3088 | 0.7929 | 0.8905 |
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- | No log | 2.1111 | 190 | 0.7603 | 0.2847 | 0.7603 | 0.8719 |
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- | No log | 2.1333 | 192 | 0.8271 | 0.3342 | 0.8271 | 0.9094 |
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- | No log | 2.1556 | 194 | 0.8955 | 0.2895 | 0.8955 | 0.9463 |
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- | No log | 2.1778 | 196 | 0.8501 | 0.3167 | 0.8501 | 0.9220 |
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- | No log | 2.2 | 198 | 0.8067 | 0.3096 | 0.8067 | 0.8982 |
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- | No log | 2.2222 | 200 | 0.8228 | 0.2749 | 0.8228 | 0.9071 |
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- | No log | 2.2444 | 202 | 0.8011 | 0.3136 | 0.8011 | 0.8951 |
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- | No log | 2.2667 | 204 | 0.7754 | 0.4058 | 0.7754 | 0.8806 |
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- | No log | 2.2889 | 206 | 0.7616 | 0.3457 | 0.7616 | 0.8727 |
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- | No log | 2.3111 | 208 | 0.7330 | 0.2884 | 0.7330 | 0.8562 |
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- | No log | 2.3333 | 210 | 0.7295 | 0.3498 | 0.7295 | 0.8541 |
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- | No log | 2.3556 | 212 | 0.7177 | 0.2475 | 0.7177 | 0.8472 |
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- | No log | 2.3778 | 214 | 0.7089 | 0.3536 | 0.7089 | 0.8420 |
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- | No log | 2.4 | 216 | 0.7331 | 0.3831 | 0.7331 | 0.8562 |
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- | No log | 2.4222 | 218 | 0.7176 | 0.3042 | 0.7176 | 0.8471 |
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- | No log | 2.4444 | 220 | 0.7800 | 0.2866 | 0.7800 | 0.8832 |
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- | No log | 2.4667 | 222 | 0.9505 | 0.3346 | 0.9505 | 0.9749 |
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- | No log | 2.4889 | 224 | 0.9325 | 0.2420 | 0.9325 | 0.9656 |
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- | No log | 2.5111 | 226 | 0.7994 | 0.2605 | 0.7994 | 0.8941 |
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- | No log | 2.5333 | 228 | 0.8314 | 0.2932 | 0.8314 | 0.9118 |
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- | No log | 2.5556 | 230 | 0.8363 | 0.2652 | 0.8363 | 0.9145 |
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- | No log | 2.5778 | 232 | 0.8229 | 0.2342 | 0.8229 | 0.9072 |
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- | No log | 2.6 | 234 | 0.9303 | 0.2490 | 0.9303 | 0.9645 |
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- | No log | 2.6222 | 236 | 0.9175 | 0.2539 | 0.9175 | 0.9579 |
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- | No log | 2.6444 | 238 | 0.8340 | 0.2605 | 0.8340 | 0.9132 |
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- | No log | 2.6667 | 240 | 0.7921 | 0.3213 | 0.7921 | 0.8900 |
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- | No log | 2.6889 | 242 | 0.7804 | 0.3554 | 0.7804 | 0.8834 |
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- | No log | 2.7111 | 244 | 0.8067 | 0.3548 | 0.8067 | 0.8982 |
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- | No log | 2.7333 | 246 | 0.9043 | 0.3228 | 0.9043 | 0.9510 |
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- | No log | 2.7556 | 248 | 0.8852 | 0.3228 | 0.8852 | 0.9408 |
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- | No log | 2.7778 | 250 | 0.7695 | 0.3549 | 0.7695 | 0.8772 |
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- | No log | 2.8 | 252 | 0.7384 | 0.3086 | 0.7384 | 0.8593 |
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- | No log | 2.8222 | 254 | 0.7392 | 0.2295 | 0.7392 | 0.8598 |
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- | No log | 2.8444 | 256 | 0.7674 | 0.2623 | 0.7674 | 0.8760 |
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- | No log | 2.8667 | 258 | 0.7783 | 0.3691 | 0.7783 | 0.8822 |
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- | No log | 2.8889 | 260 | 0.8070 | 0.4094 | 0.8070 | 0.8983 |
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- | No log | 2.9111 | 262 | 0.8160 | 0.3335 | 0.8160 | 0.9033 |
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- | No log | 2.9333 | 264 | 0.8401 | 0.3489 | 0.8401 | 0.9166 |
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- | No log | 2.9556 | 266 | 0.8937 | 0.3292 | 0.8937 | 0.9454 |
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- | No log | 2.9778 | 268 | 0.9027 | 0.3299 | 0.9027 | 0.9501 |
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- | No log | 3.0 | 270 | 0.8827 | 0.1785 | 0.8827 | 0.9395 |
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- | No log | 3.0222 | 272 | 0.8890 | 0.3222 | 0.8890 | 0.9429 |
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- | No log | 3.0444 | 274 | 0.9374 | 0.3307 | 0.9374 | 0.9682 |
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- | No log | 3.0667 | 276 | 0.9271 | 0.2467 | 0.9271 | 0.9629 |
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- | No log | 3.0889 | 278 | 0.7966 | 0.3209 | 0.7966 | 0.8925 |
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- | No log | 3.1111 | 280 | 0.7564 | 0.2078 | 0.7564 | 0.8697 |
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- | No log | 3.1333 | 282 | 0.7490 | 0.1479 | 0.7490 | 0.8655 |
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- | No log | 3.1556 | 284 | 0.7221 | 0.3011 | 0.7221 | 0.8498 |
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- | No log | 3.1778 | 286 | 0.7304 | 0.3478 | 0.7304 | 0.8546 |
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- | No log | 3.2 | 288 | 0.7357 | 0.3478 | 0.7357 | 0.8577 |
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- | No log | 3.2222 | 290 | 0.7306 | 0.2748 | 0.7306 | 0.8548 |
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- | No log | 3.2444 | 292 | 0.7615 | 0.1803 | 0.7615 | 0.8727 |
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- | No log | 3.2667 | 294 | 0.8293 | 0.2679 | 0.8293 | 0.9106 |
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- | No log | 3.2889 | 296 | 0.8279 | 0.2680 | 0.8279 | 0.9099 |
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- | No log | 3.3111 | 298 | 0.8146 | 0.2634 | 0.8146 | 0.9026 |
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- | No log | 3.3333 | 300 | 0.8569 | 0.3447 | 0.8569 | 0.9257 |
202
- | No log | 3.3556 | 302 | 0.8515 | 0.3377 | 0.8515 | 0.9228 |
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- | No log | 3.3778 | 304 | 0.8215 | 0.2511 | 0.8215 | 0.9064 |
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- | No log | 3.4 | 306 | 0.8559 | 0.3118 | 0.8559 | 0.9251 |
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- | No log | 3.4222 | 308 | 0.8347 | 0.3118 | 0.8347 | 0.9136 |
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- | No log | 3.4444 | 310 | 0.7777 | 0.2966 | 0.7777 | 0.8819 |
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- | No log | 3.4667 | 312 | 0.7810 | 0.3260 | 0.7810 | 0.8838 |
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- | No log | 3.4889 | 314 | 0.7999 | 0.3525 | 0.7999 | 0.8944 |
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- | No log | 3.5111 | 316 | 0.7743 | 0.3689 | 0.7743 | 0.8799 |
210
- | No log | 3.5333 | 318 | 0.7542 | 0.2213 | 0.7542 | 0.8684 |
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- | No log | 3.5556 | 320 | 0.7526 | 0.2213 | 0.7526 | 0.8675 |
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- | No log | 3.5778 | 322 | 0.7674 | 0.3408 | 0.7674 | 0.8760 |
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- | No log | 3.6 | 324 | 0.7887 | 0.3408 | 0.7887 | 0.8881 |
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- | No log | 3.6222 | 326 | 0.7615 | 0.2872 | 0.7615 | 0.8727 |
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- | No log | 3.6444 | 328 | 0.7534 | 0.3160 | 0.7534 | 0.8680 |
216
- | No log | 3.6667 | 330 | 0.7546 | 0.3160 | 0.7546 | 0.8687 |
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- | No log | 3.6889 | 332 | 0.7538 | 0.3460 | 0.7538 | 0.8682 |
218
- | No log | 3.7111 | 334 | 0.7470 | 0.3308 | 0.7470 | 0.8643 |
219
- | No log | 3.7333 | 336 | 0.7499 | 0.2901 | 0.7499 | 0.8660 |
220
- | No log | 3.7556 | 338 | 0.7747 | 0.3260 | 0.7747 | 0.8801 |
221
- | No log | 3.7778 | 340 | 0.8775 | 0.3059 | 0.8775 | 0.9367 |
222
- | No log | 3.8 | 342 | 0.9224 | 0.2900 | 0.9224 | 0.9604 |
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- | No log | 3.8222 | 344 | 0.8651 | 0.2801 | 0.8651 | 0.9301 |
224
- | No log | 3.8444 | 346 | 0.7998 | 0.2718 | 0.7998 | 0.8943 |
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- | No log | 3.8667 | 348 | 0.7725 | 0.3086 | 0.7725 | 0.8789 |
226
- | No log | 3.8889 | 350 | 0.8048 | 0.2355 | 0.8048 | 0.8971 |
227
- | No log | 3.9111 | 352 | 0.7860 | 0.2951 | 0.7860 | 0.8865 |
228
- | No log | 3.9333 | 354 | 0.7591 | 0.3601 | 0.7591 | 0.8713 |
229
- | No log | 3.9556 | 356 | 0.7766 | 0.2342 | 0.7766 | 0.8812 |
230
- | No log | 3.9778 | 358 | 0.7656 | 0.2606 | 0.7656 | 0.8750 |
231
- | No log | 4.0 | 360 | 0.7178 | 0.3034 | 0.7178 | 0.8472 |
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- | No log | 4.0222 | 362 | 0.7043 | 0.3078 | 0.7043 | 0.8392 |
233
- | No log | 4.0444 | 364 | 0.6719 | 0.2973 | 0.6719 | 0.8197 |
234
- | No log | 4.0667 | 366 | 0.6581 | 0.3398 | 0.6581 | 0.8112 |
235
- | No log | 4.0889 | 368 | 0.6602 | 0.3398 | 0.6602 | 0.8125 |
236
- | No log | 4.1111 | 370 | 0.6616 | 0.3398 | 0.6616 | 0.8134 |
237
- | No log | 4.1333 | 372 | 0.6762 | 0.3813 | 0.6762 | 0.8223 |
238
- | No log | 4.1556 | 374 | 0.6851 | 0.4438 | 0.6851 | 0.8277 |
239
- | No log | 4.1778 | 376 | 0.7051 | 0.4581 | 0.7051 | 0.8397 |
240
- | No log | 4.2 | 378 | 0.7284 | 0.4526 | 0.7284 | 0.8535 |
241
- | No log | 4.2222 | 380 | 0.7330 | 0.3923 | 0.7330 | 0.8561 |
242
- | No log | 4.2444 | 382 | 0.7831 | 0.3629 | 0.7831 | 0.8849 |
243
- | No log | 4.2667 | 384 | 0.7497 | 0.3702 | 0.7497 | 0.8659 |
244
- | No log | 4.2889 | 386 | 0.7382 | 0.3702 | 0.7382 | 0.8592 |
245
- | No log | 4.3111 | 388 | 0.7196 | 0.3923 | 0.7196 | 0.8483 |
246
- | No log | 4.3333 | 390 | 0.7230 | 0.3682 | 0.7230 | 0.8503 |
247
- | No log | 4.3556 | 392 | 0.7253 | 0.3448 | 0.7253 | 0.8516 |
248
- | No log | 4.3778 | 394 | 0.7713 | 0.2605 | 0.7713 | 0.8782 |
249
- | No log | 4.4 | 396 | 0.7804 | 0.2576 | 0.7804 | 0.8834 |
250
- | No log | 4.4222 | 398 | 0.7417 | 0.3023 | 0.7417 | 0.8612 |
251
- | No log | 4.4444 | 400 | 0.7222 | 0.2981 | 0.7222 | 0.8498 |
252
- | No log | 4.4667 | 402 | 0.7029 | 0.3252 | 0.7029 | 0.8384 |
253
- | No log | 4.4889 | 404 | 0.7488 | 0.3316 | 0.7488 | 0.8653 |
254
- | No log | 4.5111 | 406 | 0.8391 | 0.3082 | 0.8391 | 0.9160 |
255
- | No log | 4.5333 | 408 | 0.8220 | 0.3593 | 0.8220 | 0.9066 |
256
- | No log | 4.5556 | 410 | 0.8119 | 0.3593 | 0.8119 | 0.9010 |
257
- | No log | 4.5778 | 412 | 0.7393 | 0.4079 | 0.7393 | 0.8598 |
258
- | No log | 4.6 | 414 | 0.7359 | 0.4079 | 0.7359 | 0.8579 |
259
- | No log | 4.6222 | 416 | 0.7309 | 0.3884 | 0.7309 | 0.8549 |
260
- | No log | 4.6444 | 418 | 0.7842 | 0.3095 | 0.7842 | 0.8855 |
261
- | No log | 4.6667 | 420 | 0.7793 | 0.3095 | 0.7793 | 0.8828 |
262
- | No log | 4.6889 | 422 | 0.7298 | 0.3574 | 0.7298 | 0.8543 |
263
- | No log | 4.7111 | 424 | 0.7254 | 0.2951 | 0.7254 | 0.8517 |
264
- | No log | 4.7333 | 426 | 0.7262 | 0.3014 | 0.7262 | 0.8522 |
265
- | No log | 4.7556 | 428 | 0.7198 | 0.2532 | 0.7198 | 0.8484 |
266
- | No log | 4.7778 | 430 | 0.7286 | 0.2843 | 0.7286 | 0.8536 |
267
- | No log | 4.8 | 432 | 0.7180 | 0.3022 | 0.7180 | 0.8473 |
268
- | No log | 4.8222 | 434 | 0.7340 | 0.2085 | 0.7340 | 0.8568 |
269
- | No log | 4.8444 | 436 | 0.7207 | 0.2652 | 0.7207 | 0.8490 |
270
- | No log | 4.8667 | 438 | 0.7153 | 0.2929 | 0.7153 | 0.8457 |
271
- | No log | 4.8889 | 440 | 0.7201 | 0.2884 | 0.7201 | 0.8486 |
272
- | No log | 4.9111 | 442 | 0.7484 | 0.3457 | 0.7484 | 0.8651 |
273
- | No log | 4.9333 | 444 | 0.7247 | 0.2853 | 0.7247 | 0.8513 |
274
- | No log | 4.9556 | 446 | 0.6846 | 0.4036 | 0.6846 | 0.8274 |
275
- | No log | 4.9778 | 448 | 0.7035 | 0.4270 | 0.7035 | 0.8387 |
276
- | No log | 5.0 | 450 | 0.7001 | 0.4158 | 0.7001 | 0.8367 |
277
- | No log | 5.0222 | 452 | 0.6636 | 0.2890 | 0.6636 | 0.8146 |
278
- | No log | 5.0444 | 454 | 0.6772 | 0.2509 | 0.6772 | 0.8229 |
279
- | No log | 5.0667 | 456 | 0.7032 | 0.2299 | 0.7032 | 0.8386 |
280
- | No log | 5.0889 | 458 | 0.7198 | 0.2249 | 0.7198 | 0.8484 |
281
- | No log | 5.1111 | 460 | 0.6996 | 0.3096 | 0.6996 | 0.8364 |
282
- | No log | 5.1333 | 462 | 0.7673 | 0.4007 | 0.7673 | 0.8760 |
283
- | No log | 5.1556 | 464 | 0.8780 | 0.4104 | 0.8780 | 0.9370 |
284
- | No log | 5.1778 | 466 | 0.8366 | 0.3776 | 0.8366 | 0.9147 |
285
- | No log | 5.2 | 468 | 0.7250 | 0.3382 | 0.7250 | 0.8514 |
286
- | No log | 5.2222 | 470 | 0.7107 | 0.2642 | 0.7107 | 0.8430 |
287
- | No log | 5.2444 | 472 | 0.7386 | 0.1548 | 0.7386 | 0.8594 |
288
- | No log | 5.2667 | 474 | 0.7305 | 0.1548 | 0.7305 | 0.8547 |
289
- | No log | 5.2889 | 476 | 0.7181 | 0.2451 | 0.7181 | 0.8474 |
290
- | No log | 5.3111 | 478 | 0.7211 | 0.3239 | 0.7211 | 0.8492 |
291
- | No log | 5.3333 | 480 | 0.7292 | 0.3689 | 0.7292 | 0.8539 |
292
- | No log | 5.3556 | 482 | 0.7345 | 0.3051 | 0.7345 | 0.8570 |
293
- | No log | 5.3778 | 484 | 0.7756 | 0.2964 | 0.7756 | 0.8807 |
294
- | No log | 5.4 | 486 | 0.7786 | 0.3202 | 0.7786 | 0.8824 |
295
- | No log | 5.4222 | 488 | 0.7421 | 0.2826 | 0.7421 | 0.8615 |
296
- | No log | 5.4444 | 490 | 0.7211 | 0.3335 | 0.7211 | 0.8492 |
297
- | No log | 5.4667 | 492 | 0.7426 | 0.3937 | 0.7426 | 0.8617 |
298
- | No log | 5.4889 | 494 | 0.7983 | 0.3640 | 0.7983 | 0.8935 |
299
- | No log | 5.5111 | 496 | 0.7821 | 0.3640 | 0.7821 | 0.8843 |
300
- | No log | 5.5333 | 498 | 0.7235 | 0.3551 | 0.7235 | 0.8506 |
301
- | 0.3529 | 5.5556 | 500 | 0.7161 | 0.2451 | 0.7161 | 0.8462 |
302
- | 0.3529 | 5.5778 | 502 | 0.7060 | 0.3239 | 0.7060 | 0.8402 |
303
- | 0.3529 | 5.6 | 504 | 0.7121 | 0.4091 | 0.7121 | 0.8439 |
304
- | 0.3529 | 5.6222 | 506 | 0.7032 | 0.3485 | 0.7032 | 0.8386 |
305
- | 0.3529 | 5.6444 | 508 | 0.7522 | 0.2874 | 0.7522 | 0.8673 |
306
- | 0.3529 | 5.6667 | 510 | 0.7488 | 0.3239 | 0.7488 | 0.8653 |
307
- | 0.3529 | 5.6889 | 512 | 0.6954 | 0.4516 | 0.6954 | 0.8339 |
308
- | 0.3529 | 5.7111 | 514 | 0.6925 | 0.4091 | 0.6925 | 0.8321 |
309
- | 0.3529 | 5.7333 | 516 | 0.6784 | 0.3970 | 0.6784 | 0.8236 |
310
- | 0.3529 | 5.7556 | 518 | 0.6783 | 0.4448 | 0.6783 | 0.8236 |
311
- | 0.3529 | 5.7778 | 520 | 0.6792 | 0.4448 | 0.6792 | 0.8241 |
312
- | 0.3529 | 5.8 | 522 | 0.6747 | 0.3781 | 0.6747 | 0.8214 |
313
- | 0.3529 | 5.8222 | 524 | 0.7030 | 0.3788 | 0.7030 | 0.8384 |
314
- | 0.3529 | 5.8444 | 526 | 0.7523 | 0.3633 | 0.7523 | 0.8674 |
315
- | 0.3529 | 5.8667 | 528 | 0.7532 | 0.3936 | 0.7532 | 0.8679 |
316
- | 0.3529 | 5.8889 | 530 | 0.7185 | 0.4067 | 0.7185 | 0.8476 |
317
- | 0.3529 | 5.9111 | 532 | 0.6896 | 0.3835 | 0.6896 | 0.8304 |
318
- | 0.3529 | 5.9333 | 534 | 0.6943 | 0.3806 | 0.6943 | 0.8332 |
319
- | 0.3529 | 5.9556 | 536 | 0.6799 | 0.3661 | 0.6799 | 0.8246 |
320
- | 0.3529 | 5.9778 | 538 | 0.6649 | 0.3336 | 0.6649 | 0.8154 |
321
- | 0.3529 | 6.0 | 540 | 0.6608 | 0.3253 | 0.6608 | 0.8129 |
322
- | 0.3529 | 6.0222 | 542 | 0.6661 | 0.3919 | 0.6661 | 0.8161 |
323
- | 0.3529 | 6.0444 | 544 | 0.6965 | 0.4414 | 0.6965 | 0.8346 |
324
- | 0.3529 | 6.0667 | 546 | 0.6983 | 0.4414 | 0.6983 | 0.8357 |
325
- | 0.3529 | 6.0889 | 548 | 0.6789 | 0.4414 | 0.6789 | 0.8240 |
326
- | 0.3529 | 6.1111 | 550 | 0.6781 | 0.3788 | 0.6781 | 0.8235 |
327
- | 0.3529 | 6.1333 | 552 | 0.6914 | 0.4044 | 0.6914 | 0.8315 |
328
- | 0.3529 | 6.1556 | 554 | 0.6876 | 0.3253 | 0.6876 | 0.8292 |
329
- | 0.3529 | 6.1778 | 556 | 0.7002 | 0.3200 | 0.7002 | 0.8368 |
330
- | 0.3529 | 6.2 | 558 | 0.7015 | 0.3200 | 0.7015 | 0.8376 |
331
- | 0.3529 | 6.2222 | 560 | 0.7010 | 0.3081 | 0.7010 | 0.8372 |
332
- | 0.3529 | 6.2444 | 562 | 0.7136 | 0.3524 | 0.7136 | 0.8447 |
333
- | 0.3529 | 6.2667 | 564 | 0.7236 | 0.3788 | 0.7236 | 0.8507 |
334
- | 0.3529 | 6.2889 | 566 | 0.7049 | 0.3813 | 0.7049 | 0.8396 |
335
- | 0.3529 | 6.3111 | 568 | 0.7025 | 0.3400 | 0.7025 | 0.8382 |
336
- | 0.3529 | 6.3333 | 570 | 0.7082 | 0.3051 | 0.7082 | 0.8416 |
337
- | 0.3529 | 6.3556 | 572 | 0.7305 | 0.3671 | 0.7305 | 0.8547 |
338
- | 0.3529 | 6.3778 | 574 | 0.7134 | 0.3790 | 0.7134 | 0.8447 |
339
- | 0.3529 | 6.4 | 576 | 0.7012 | 0.3836 | 0.7012 | 0.8374 |
340
- | 0.3529 | 6.4222 | 578 | 0.7293 | 0.4576 | 0.7293 | 0.8540 |
341
- | 0.3529 | 6.4444 | 580 | 0.7646 | 0.3754 | 0.7646 | 0.8744 |
342
- | 0.3529 | 6.4667 | 582 | 0.7542 | 0.4605 | 0.7542 | 0.8685 |
343
- | 0.3529 | 6.4889 | 584 | 0.7465 | 0.3141 | 0.7465 | 0.8640 |
344
- | 0.3529 | 6.5111 | 586 | 0.7579 | 0.3372 | 0.7579 | 0.8706 |
345
- | 0.3529 | 6.5333 | 588 | 0.8010 | 0.3936 | 0.8010 | 0.8950 |
346
- | 0.3529 | 6.5556 | 590 | 0.8325 | 0.3440 | 0.8325 | 0.9124 |
347
- | 0.3529 | 6.5778 | 592 | 0.7939 | 0.3817 | 0.7939 | 0.8910 |
348
- | 0.3529 | 6.6 | 594 | 0.7474 | 0.3640 | 0.7474 | 0.8646 |
349
- | 0.3529 | 6.6222 | 596 | 0.7485 | 0.3640 | 0.7485 | 0.8652 |
350
- | 0.3529 | 6.6444 | 598 | 0.7425 | 0.3640 | 0.7425 | 0.8617 |
351
- | 0.3529 | 6.6667 | 600 | 0.8020 | 0.4218 | 0.8020 | 0.8956 |
352
- | 0.3529 | 6.6889 | 602 | 0.9605 | 0.3368 | 0.9605 | 0.9801 |
353
- | 0.3529 | 6.7111 | 604 | 0.9653 | 0.3486 | 0.9653 | 0.9825 |
354
- | 0.3529 | 6.7333 | 606 | 0.8258 | 0.3866 | 0.8258 | 0.9087 |
355
- | 0.3529 | 6.7556 | 608 | 0.7513 | 0.3793 | 0.7513 | 0.8668 |
356
- | 0.3529 | 6.7778 | 610 | 0.7607 | 0.4504 | 0.7607 | 0.8722 |
357
- | 0.3529 | 6.8 | 612 | 0.7706 | 0.4065 | 0.7706 | 0.8779 |
358
- | 0.3529 | 6.8222 | 614 | 0.7453 | 0.4260 | 0.7453 | 0.8633 |
359
- | 0.3529 | 6.8444 | 616 | 0.7418 | 0.4007 | 0.7418 | 0.8613 |
360
- | 0.3529 | 6.8667 | 618 | 0.7291 | 0.3891 | 0.7291 | 0.8539 |
361
- | 0.3529 | 6.8889 | 620 | 0.7039 | 0.3224 | 0.7039 | 0.8390 |
362
- | 0.3529 | 6.9111 | 622 | 0.6983 | 0.2783 | 0.6983 | 0.8356 |
363
- | 0.3529 | 6.9333 | 624 | 0.6882 | 0.2783 | 0.6882 | 0.8296 |
364
- | 0.3529 | 6.9556 | 626 | 0.6884 | 0.3183 | 0.6884 | 0.8297 |
365
- | 0.3529 | 6.9778 | 628 | 0.6970 | 0.3524 | 0.6970 | 0.8349 |
366
- | 0.3529 | 7.0 | 630 | 0.7256 | 0.3891 | 0.7256 | 0.8518 |
367
- | 0.3529 | 7.0222 | 632 | 0.7416 | 0.3891 | 0.7416 | 0.8612 |
368
- | 0.3529 | 7.0444 | 634 | 0.7262 | 0.3366 | 0.7262 | 0.8522 |
369
- | 0.3529 | 7.0667 | 636 | 0.7338 | 0.3407 | 0.7338 | 0.8566 |
370
- | 0.3529 | 7.0889 | 638 | 0.7436 | 0.3022 | 0.7436 | 0.8623 |
371
- | 0.3529 | 7.1111 | 640 | 0.7531 | 0.2622 | 0.7531 | 0.8678 |
372
- | 0.3529 | 7.1333 | 642 | 0.7654 | 0.3689 | 0.7654 | 0.8749 |
373
- | 0.3529 | 7.1556 | 644 | 0.7928 | 0.3549 | 0.7928 | 0.8904 |
374
- | 0.3529 | 7.1778 | 646 | 0.7872 | 0.3594 | 0.7872 | 0.8872 |
375
- | 0.3529 | 7.2 | 648 | 0.7536 | 0.3460 | 0.7536 | 0.8681 |
376
- | 0.3529 | 7.2222 | 650 | 0.7799 | 0.1762 | 0.7799 | 0.8831 |
377
- | 0.3529 | 7.2444 | 652 | 0.8013 | 0.1206 | 0.8013 | 0.8951 |
378
- | 0.3529 | 7.2667 | 654 | 0.7811 | 0.1548 | 0.7811 | 0.8838 |
379
- | 0.3529 | 7.2889 | 656 | 0.7450 | 0.3211 | 0.7450 | 0.8631 |
380
- | 0.3529 | 7.3111 | 658 | 0.7779 | 0.3640 | 0.7779 | 0.8820 |
381
- | 0.3529 | 7.3333 | 660 | 0.8162 | 0.4112 | 0.8162 | 0.9034 |
382
- | 0.3529 | 7.3556 | 662 | 0.7890 | 0.3569 | 0.7890 | 0.8882 |
383
- | 0.3529 | 7.3778 | 664 | 0.7549 | 0.2872 | 0.7549 | 0.8689 |
384
- | 0.3529 | 7.4 | 666 | 0.7516 | 0.2279 | 0.7516 | 0.8670 |
385
- | 0.3529 | 7.4222 | 668 | 0.7419 | 0.2684 | 0.7419 | 0.8614 |
386
- | 0.3529 | 7.4444 | 670 | 0.7448 | 0.3914 | 0.7448 | 0.8630 |
387
- | 0.3529 | 7.4667 | 672 | 0.7579 | 0.4007 | 0.7579 | 0.8706 |
388
- | 0.3529 | 7.4889 | 674 | 0.7215 | 0.4081 | 0.7215 | 0.8494 |
389
- | 0.3529 | 7.5111 | 676 | 0.6875 | 0.2867 | 0.6875 | 0.8292 |
390
- | 0.3529 | 7.5333 | 678 | 0.6887 | 0.3988 | 0.6887 | 0.8299 |
391
- | 0.3529 | 7.5556 | 680 | 0.6672 | 0.3964 | 0.6672 | 0.8168 |
392
- | 0.3529 | 7.5778 | 682 | 0.6435 | 0.4434 | 0.6435 | 0.8022 |
393
- | 0.3529 | 7.6 | 684 | 0.6763 | 0.4260 | 0.6763 | 0.8224 |
394
- | 0.3529 | 7.6222 | 686 | 0.7427 | 0.4303 | 0.7427 | 0.8618 |
395
- | 0.3529 | 7.6444 | 688 | 0.7812 | 0.4171 | 0.7812 | 0.8839 |
396
- | 0.3529 | 7.6667 | 690 | 0.7054 | 0.4303 | 0.7054 | 0.8399 |
397
- | 0.3529 | 7.6889 | 692 | 0.6233 | 0.4336 | 0.6233 | 0.7895 |
398
- | 0.3529 | 7.7111 | 694 | 0.6096 | 0.4234 | 0.6096 | 0.7808 |
399
- | 0.3529 | 7.7333 | 696 | 0.6158 | 0.4336 | 0.6158 | 0.7847 |
400
- | 0.3529 | 7.7556 | 698 | 0.6583 | 0.3936 | 0.6583 | 0.8113 |
401
- | 0.3529 | 7.7778 | 700 | 0.6754 | 0.3866 | 0.6754 | 0.8218 |
402
- | 0.3529 | 7.8 | 702 | 0.6630 | 0.4260 | 0.6630 | 0.8143 |
403
- | 0.3529 | 7.8222 | 704 | 0.6355 | 0.4717 | 0.6355 | 0.7972 |
404
- | 0.3529 | 7.8444 | 706 | 0.6463 | 0.4820 | 0.6463 | 0.8039 |
405
- | 0.3529 | 7.8667 | 708 | 0.6449 | 0.4820 | 0.6449 | 0.8030 |
406
- | 0.3529 | 7.8889 | 710 | 0.6523 | 0.4201 | 0.6523 | 0.8076 |
407
- | 0.3529 | 7.9111 | 712 | 0.6735 | 0.3891 | 0.6735 | 0.8207 |
408
- | 0.3529 | 7.9333 | 714 | 0.6510 | 0.4229 | 0.6510 | 0.8068 |
409
- | 0.3529 | 7.9556 | 716 | 0.6470 | 0.4547 | 0.6470 | 0.8044 |
410
- | 0.3529 | 7.9778 | 718 | 0.7040 | 0.2796 | 0.7040 | 0.8391 |
411
- | 0.3529 | 8.0 | 720 | 0.7660 | 0.2853 | 0.7660 | 0.8752 |
412
- | 0.3529 | 8.0222 | 722 | 0.7425 | 0.2555 | 0.7425 | 0.8617 |
413
- | 0.3529 | 8.0444 | 724 | 0.6800 | 0.3780 | 0.6800 | 0.8246 |
414
- | 0.3529 | 8.0667 | 726 | 0.6698 | 0.4591 | 0.6698 | 0.8184 |
415
- | 0.3529 | 8.0889 | 728 | 0.6819 | 0.4576 | 0.6819 | 0.8258 |
416
- | 0.3529 | 8.1111 | 730 | 0.6815 | 0.4660 | 0.6815 | 0.8255 |
417
- | 0.3529 | 8.1333 | 732 | 0.6618 | 0.4569 | 0.6618 | 0.8135 |
418
- | 0.3529 | 8.1556 | 734 | 0.6838 | 0.3373 | 0.6838 | 0.8269 |
419
- | 0.3529 | 8.1778 | 736 | 0.7196 | 0.3681 | 0.7196 | 0.8483 |
420
- | 0.3529 | 8.2 | 738 | 0.7628 | 0.2498 | 0.7628 | 0.8734 |
421
- | 0.3529 | 8.2222 | 740 | 0.7211 | 0.3470 | 0.7211 | 0.8492 |
422
- | 0.3529 | 8.2444 | 742 | 0.6675 | 0.3754 | 0.6675 | 0.8170 |
423
- | 0.3529 | 8.2667 | 744 | 0.6592 | 0.4001 | 0.6592 | 0.8119 |
424
- | 0.3529 | 8.2889 | 746 | 0.6467 | 0.4267 | 0.6467 | 0.8042 |
425
- | 0.3529 | 8.3111 | 748 | 0.6347 | 0.2923 | 0.6347 | 0.7967 |
426
- | 0.3529 | 8.3333 | 750 | 0.6484 | 0.3029 | 0.6484 | 0.8052 |
427
- | 0.3529 | 8.3556 | 752 | 0.6451 | 0.3029 | 0.6451 | 0.8032 |
428
- | 0.3529 | 8.3778 | 754 | 0.6236 | 0.3523 | 0.6236 | 0.7897 |
429
- | 0.3529 | 8.4 | 756 | 0.6281 | 0.4795 | 0.6281 | 0.7925 |
430
- | 0.3529 | 8.4222 | 758 | 0.6347 | 0.3523 | 0.6347 | 0.7967 |
431
- | 0.3529 | 8.4444 | 760 | 0.6481 | 0.2996 | 0.6481 | 0.8050 |
432
- | 0.3529 | 8.4667 | 762 | 0.6515 | 0.2675 | 0.6515 | 0.8072 |
433
- | 0.3529 | 8.4889 | 764 | 0.6317 | 0.3947 | 0.6317 | 0.7948 |
434
- | 0.3529 | 8.5111 | 766 | 0.6241 | 0.4402 | 0.6241 | 0.7900 |
435
- | 0.3529 | 8.5333 | 768 | 0.6236 | 0.4639 | 0.6236 | 0.7897 |
436
- | 0.3529 | 8.5556 | 770 | 0.6577 | 0.4007 | 0.6577 | 0.8110 |
437
- | 0.3529 | 8.5778 | 772 | 0.6463 | 0.4292 | 0.6463 | 0.8040 |
438
- | 0.3529 | 8.6 | 774 | 0.6028 | 0.4547 | 0.6028 | 0.7764 |
439
- | 0.3529 | 8.6222 | 776 | 0.5755 | 0.5248 | 0.5755 | 0.7586 |
440
- | 0.3529 | 8.6444 | 778 | 0.5722 | 0.5362 | 0.5722 | 0.7565 |
441
- | 0.3529 | 8.6667 | 780 | 0.5917 | 0.5034 | 0.5917 | 0.7692 |
442
- | 0.3529 | 8.6889 | 782 | 0.6027 | 0.4562 | 0.6027 | 0.7763 |
443
- | 0.3529 | 8.7111 | 784 | 0.5676 | 0.5593 | 0.5676 | 0.7534 |
444
- | 0.3529 | 8.7333 | 786 | 0.5523 | 0.6241 | 0.5523 | 0.7432 |
445
- | 0.3529 | 8.7556 | 788 | 0.5932 | 0.4655 | 0.5932 | 0.7702 |
446
- | 0.3529 | 8.7778 | 790 | 0.6699 | 0.3113 | 0.6699 | 0.8185 |
447
- | 0.3529 | 8.8 | 792 | 0.6692 | 0.3113 | 0.6692 | 0.8180 |
448
- | 0.3529 | 8.8222 | 794 | 0.6258 | 0.3542 | 0.6258 | 0.7911 |
449
- | 0.3529 | 8.8444 | 796 | 0.6102 | 0.4538 | 0.6102 | 0.7811 |
450
- | 0.3529 | 8.8667 | 798 | 0.6237 | 0.4273 | 0.6237 | 0.7897 |
451
- | 0.3529 | 8.8889 | 800 | 0.6430 | 0.4273 | 0.6430 | 0.8019 |
452
- | 0.3529 | 8.9111 | 802 | 0.6735 | 0.3331 | 0.6735 | 0.8207 |
453
- | 0.3529 | 8.9333 | 804 | 0.6906 | 0.2862 | 0.6906 | 0.8310 |
454
- | 0.3529 | 8.9556 | 806 | 0.7096 | 0.2236 | 0.7096 | 0.8424 |
455
- | 0.3529 | 8.9778 | 808 | 0.6915 | 0.3806 | 0.6915 | 0.8316 |
456
- | 0.3529 | 9.0 | 810 | 0.6709 | 0.3426 | 0.6709 | 0.8191 |
457
- | 0.3529 | 9.0222 | 812 | 0.6627 | 0.3754 | 0.6627 | 0.8141 |
458
- | 0.3529 | 9.0444 | 814 | 0.6727 | 0.3502 | 0.6727 | 0.8202 |
459
- | 0.3529 | 9.0667 | 816 | 0.6751 | 0.1942 | 0.6751 | 0.8216 |
460
- | 0.3529 | 9.0889 | 818 | 0.6912 | 0.1580 | 0.6912 | 0.8314 |
461
- | 0.3529 | 9.1111 | 820 | 0.6949 | 0.2317 | 0.6949 | 0.8336 |
462
- | 0.3529 | 9.1333 | 822 | 0.6936 | 0.3426 | 0.6936 | 0.8328 |
463
- | 0.3529 | 9.1556 | 824 | 0.7084 | 0.4314 | 0.7084 | 0.8417 |
464
- | 0.3529 | 9.1778 | 826 | 0.7188 | 0.3187 | 0.7188 | 0.8478 |
465
- | 0.3529 | 9.2 | 828 | 0.7188 | 0.3042 | 0.7188 | 0.8478 |
466
- | 0.3529 | 9.2222 | 830 | 0.7149 | 0.4575 | 0.7149 | 0.8455 |
467
- | 0.3529 | 9.2444 | 832 | 0.7125 | 0.4575 | 0.7125 | 0.8441 |
468
- | 0.3529 | 9.2667 | 834 | 0.7098 | 0.4801 | 0.7098 | 0.8425 |
469
- | 0.3529 | 9.2889 | 836 | 0.7149 | 0.4051 | 0.7149 | 0.8455 |
470
- | 0.3529 | 9.3111 | 838 | 0.7271 | 0.3966 | 0.7271 | 0.8527 |
471
- | 0.3529 | 9.3333 | 840 | 0.7301 | 0.3688 | 0.7301 | 0.8545 |
472
- | 0.3529 | 9.3556 | 842 | 0.7561 | 0.3368 | 0.7561 | 0.8695 |
473
- | 0.3529 | 9.3778 | 844 | 0.8182 | 0.3034 | 0.8182 | 0.9045 |
474
- | 0.3529 | 9.4 | 846 | 0.7810 | 0.3095 | 0.7810 | 0.8837 |
475
- | 0.3529 | 9.4222 | 848 | 0.7092 | 0.3763 | 0.7092 | 0.8422 |
476
- | 0.3529 | 9.4444 | 850 | 0.6629 | 0.4354 | 0.6629 | 0.8142 |
477
- | 0.3529 | 9.4667 | 852 | 0.6507 | 0.4111 | 0.6507 | 0.8066 |
478
- | 0.3529 | 9.4889 | 854 | 0.6442 | 0.4681 | 0.6442 | 0.8026 |
479
- | 0.3529 | 9.5111 | 856 | 0.6310 | 0.5003 | 0.6310 | 0.7943 |
480
- | 0.3529 | 9.5333 | 858 | 0.6296 | 0.4493 | 0.6296 | 0.7935 |
481
- | 0.3529 | 9.5556 | 860 | 0.6297 | 0.4493 | 0.6297 | 0.7936 |
482
- | 0.3529 | 9.5778 | 862 | 0.6600 | 0.4872 | 0.6600 | 0.8124 |
483
- | 0.3529 | 9.6 | 864 | 0.7207 | 0.4144 | 0.7207 | 0.8490 |
484
- | 0.3529 | 9.6222 | 866 | 0.7790 | 0.4369 | 0.7790 | 0.8826 |
485
- | 0.3529 | 9.6444 | 868 | 0.7304 | 0.4077 | 0.7304 | 0.8546 |
486
- | 0.3529 | 9.6667 | 870 | 0.6409 | 0.3966 | 0.6409 | 0.8006 |
487
- | 0.3529 | 9.6889 | 872 | 0.6229 | 0.3966 | 0.6229 | 0.7892 |
488
- | 0.3529 | 9.7111 | 874 | 0.6266 | 0.4199 | 0.6266 | 0.7916 |
489
- | 0.3529 | 9.7333 | 876 | 0.6396 | 0.4515 | 0.6396 | 0.7997 |
490
- | 0.3529 | 9.7556 | 878 | 0.6467 | 0.4515 | 0.6467 | 0.8042 |
491
- | 0.3529 | 9.7778 | 880 | 0.6542 | 0.3523 | 0.6542 | 0.8088 |
492
- | 0.3529 | 9.8 | 882 | 0.6831 | 0.3966 | 0.6831 | 0.8265 |
493
- | 0.3529 | 9.8222 | 884 | 0.7256 | 0.3817 | 0.7256 | 0.8518 |
494
- | 0.3529 | 9.8444 | 886 | 0.7128 | 0.4157 | 0.7128 | 0.8443 |
495
- | 0.3529 | 9.8667 | 888 | 0.6762 | 0.4268 | 0.6762 | 0.8223 |
496
- | 0.3529 | 9.8889 | 890 | 0.6829 | 0.4274 | 0.6829 | 0.8263 |
497
- | 0.3529 | 9.9111 | 892 | 0.7229 | 0.4058 | 0.7229 | 0.8502 |
498
- | 0.3529 | 9.9333 | 894 | 0.7330 | 0.4058 | 0.7330 | 0.8561 |
499
- | 0.3529 | 9.9556 | 896 | 0.6930 | 0.3879 | 0.6930 | 0.8325 |
500
- | 0.3529 | 9.9778 | 898 | 0.6596 | 0.5252 | 0.6596 | 0.8122 |
501
- | 0.3529 | 10.0 | 900 | 0.6473 | 0.4743 | 0.6473 | 0.8045 |
502
- | 0.3529 | 10.0222 | 902 | 0.6343 | 0.5141 | 0.6343 | 0.7964 |
503
- | 0.3529 | 10.0444 | 904 | 0.6257 | 0.5625 | 0.6257 | 0.7910 |
504
- | 0.3529 | 10.0667 | 906 | 0.6362 | 0.4329 | 0.6362 | 0.7976 |
505
- | 0.3529 | 10.0889 | 908 | 0.6476 | 0.3930 | 0.6476 | 0.8047 |
506
- | 0.3529 | 10.1111 | 910 | 0.6783 | 0.3614 | 0.6783 | 0.8236 |
507
- | 0.3529 | 10.1333 | 912 | 0.6802 | 0.3614 | 0.6802 | 0.8248 |
508
- | 0.3529 | 10.1556 | 914 | 0.6344 | 0.4575 | 0.6344 | 0.7965 |
509
- | 0.3529 | 10.1778 | 916 | 0.6113 | 0.5784 | 0.6113 | 0.7819 |
510
- | 0.3529 | 10.2 | 918 | 0.6524 | 0.3997 | 0.6524 | 0.8077 |
511
- | 0.3529 | 10.2222 | 920 | 0.6528 | 0.3997 | 0.6528 | 0.8079 |
512
- | 0.3529 | 10.2444 | 922 | 0.6407 | 0.4260 | 0.6407 | 0.8004 |
513
- | 0.3529 | 10.2667 | 924 | 0.6243 | 0.5550 | 0.6243 | 0.7902 |
514
- | 0.3529 | 10.2889 | 926 | 0.6265 | 0.5522 | 0.6265 | 0.7915 |
515
- | 0.3529 | 10.3111 | 928 | 0.6274 | 0.5640 | 0.6274 | 0.7921 |
516
- | 0.3529 | 10.3333 | 930 | 0.6340 | 0.4895 | 0.6340 | 0.7962 |
517
- | 0.3529 | 10.3556 | 932 | 0.6434 | 0.4493 | 0.6434 | 0.8021 |
518
- | 0.3529 | 10.3778 | 934 | 0.6667 | 0.4065 | 0.6667 | 0.8165 |
519
- | 0.3529 | 10.4 | 936 | 0.6690 | 0.4260 | 0.6690 | 0.8179 |
520
- | 0.3529 | 10.4222 | 938 | 0.6402 | 0.4157 | 0.6402 | 0.8001 |
521
- | 0.3529 | 10.4444 | 940 | 0.6453 | 0.4157 | 0.6453 | 0.8033 |
522
- | 0.3529 | 10.4667 | 942 | 0.6330 | 0.4459 | 0.6330 | 0.7956 |
523
- | 0.3529 | 10.4889 | 944 | 0.6478 | 0.4182 | 0.6478 | 0.8049 |
524
- | 0.3529 | 10.5111 | 946 | 0.6685 | 0.4267 | 0.6685 | 0.8176 |
525
- | 0.3529 | 10.5333 | 948 | 0.6896 | 0.3891 | 0.6896 | 0.8304 |
526
- | 0.3529 | 10.5556 | 950 | 0.7123 | 0.4408 | 0.7123 | 0.8440 |
527
- | 0.3529 | 10.5778 | 952 | 0.6948 | 0.4081 | 0.6948 | 0.8335 |
528
- | 0.3529 | 10.6 | 954 | 0.6644 | 0.4547 | 0.6644 | 0.8151 |
529
- | 0.3529 | 10.6222 | 956 | 0.6636 | 0.4547 | 0.6636 | 0.8146 |
530
- | 0.3529 | 10.6444 | 958 | 0.6480 | 0.4547 | 0.6480 | 0.8050 |
531
- | 0.3529 | 10.6667 | 960 | 0.6377 | 0.4983 | 0.6377 | 0.7986 |
532
- | 0.3529 | 10.6889 | 962 | 0.6360 | 0.4983 | 0.6360 | 0.7975 |
533
- | 0.3529 | 10.7111 | 964 | 0.6421 | 0.4555 | 0.6421 | 0.8013 |
534
- | 0.3529 | 10.7333 | 966 | 0.6238 | 0.4157 | 0.6238 | 0.7898 |
535
- | 0.3529 | 10.7556 | 968 | 0.6104 | 0.4065 | 0.6104 | 0.7813 |
536
- | 0.3529 | 10.7778 | 970 | 0.5919 | 0.5846 | 0.5919 | 0.7693 |
537
- | 0.3529 | 10.8 | 972 | 0.6376 | 0.5854 | 0.6376 | 0.7985 |
538
- | 0.3529 | 10.8222 | 974 | 0.6517 | 0.5383 | 0.6517 | 0.8073 |
539
- | 0.3529 | 10.8444 | 976 | 0.6266 | 0.5580 | 0.6266 | 0.7916 |
540
- | 0.3529 | 10.8667 | 978 | 0.5966 | 0.6010 | 0.5966 | 0.7724 |
541
- | 0.3529 | 10.8889 | 980 | 0.6426 | 0.4592 | 0.6426 | 0.8016 |
542
- | 0.3529 | 10.9111 | 982 | 0.7221 | 0.4755 | 0.7221 | 0.8498 |
543
- | 0.3529 | 10.9333 | 984 | 0.7155 | 0.4404 | 0.7155 | 0.8459 |
544
- | 0.3529 | 10.9556 | 986 | 0.6606 | 0.4190 | 0.6606 | 0.8128 |
545
- | 0.3529 | 10.9778 | 988 | 0.5944 | 0.4685 | 0.5944 | 0.7710 |
546
- | 0.3529 | 11.0 | 990 | 0.5751 | 0.5248 | 0.5751 | 0.7584 |
547
- | 0.3529 | 11.0222 | 992 | 0.5732 | 0.5749 | 0.5732 | 0.7571 |
548
- | 0.3529 | 11.0444 | 994 | 0.5687 | 0.5749 | 0.5687 | 0.7541 |
549
- | 0.3529 | 11.0667 | 996 | 0.5973 | 0.5141 | 0.5973 | 0.7729 |
550
- | 0.3529 | 11.0889 | 998 | 0.6672 | 0.3567 | 0.6672 | 0.8169 |
551
- | 0.0792 | 11.1111 | 1000 | 0.6825 | 0.3567 | 0.6825 | 0.8261 |
552
- | 0.0792 | 11.1333 | 1002 | 0.6548 | 0.4336 | 0.6548 | 0.8092 |
553
- | 0.0792 | 11.1556 | 1004 | 0.6334 | 0.4985 | 0.6334 | 0.7959 |
554
- | 0.0792 | 11.1778 | 1006 | 0.6449 | 0.4985 | 0.6449 | 0.8031 |
555
- | 0.0792 | 11.2 | 1008 | 0.6533 | 0.5379 | 0.6533 | 0.8083 |
556
- | 0.0792 | 11.2222 | 1010 | 0.6759 | 0.4201 | 0.6759 | 0.8222 |
557
- | 0.0792 | 11.2444 | 1012 | 0.6950 | 0.4743 | 0.6950 | 0.8337 |
558
- | 0.0792 | 11.2667 | 1014 | 0.7054 | 0.3966 | 0.7054 | 0.8399 |
559
- | 0.0792 | 11.2889 | 1016 | 0.6947 | 0.3763 | 0.6947 | 0.8335 |
560
- | 0.0792 | 11.3111 | 1018 | 0.6844 | 0.4614 | 0.6844 | 0.8273 |
561
- | 0.0792 | 11.3333 | 1020 | 0.6837 | 0.3953 | 0.6837 | 0.8269 |
562
- | 0.0792 | 11.3556 | 1022 | 0.6753 | 0.3289 | 0.6753 | 0.8218 |
563
- | 0.0792 | 11.3778 | 1024 | 0.6642 | 0.3728 | 0.6642 | 0.8150 |
564
- | 0.0792 | 11.4 | 1026 | 0.6502 | 0.5022 | 0.6502 | 0.8063 |
565
- | 0.0792 | 11.4222 | 1028 | 0.6476 | 0.4904 | 0.6476 | 0.8047 |
566
- | 0.0792 | 11.4444 | 1030 | 0.6807 | 0.3342 | 0.6807 | 0.8250 |
567
- | 0.0792 | 11.4667 | 1032 | 0.7002 | 0.2765 | 0.7002 | 0.8367 |
568
- | 0.0792 | 11.4889 | 1034 | 0.6661 | 0.3994 | 0.6661 | 0.8162 |
569
- | 0.0792 | 11.5111 | 1036 | 0.6306 | 0.5626 | 0.6306 | 0.7941 |
570
- | 0.0792 | 11.5333 | 1038 | 0.6613 | 0.5164 | 0.6613 | 0.8132 |
571
- | 0.0792 | 11.5556 | 1040 | 0.6953 | 0.4441 | 0.6953 | 0.8339 |
572
- | 0.0792 | 11.5778 | 1042 | 0.6738 | 0.5050 | 0.6738 | 0.8208 |
573
- | 0.0792 | 11.6 | 1044 | 0.6542 | 0.5003 | 0.6542 | 0.8088 |
574
- | 0.0792 | 11.6222 | 1046 | 0.6528 | 0.4972 | 0.6528 | 0.8080 |
575
- | 0.0792 | 11.6444 | 1048 | 0.6613 | 0.3982 | 0.6613 | 0.8132 |
576
- | 0.0792 | 11.6667 | 1050 | 0.6643 | 0.3681 | 0.6643 | 0.8150 |
577
- | 0.0792 | 11.6889 | 1052 | 0.6520 | 0.3681 | 0.6520 | 0.8074 |
578
- | 0.0792 | 11.7111 | 1054 | 0.6419 | 0.4892 | 0.6419 | 0.8012 |
579
- | 0.0792 | 11.7333 | 1056 | 0.6392 | 0.4719 | 0.6392 | 0.7995 |
580
- | 0.0792 | 11.7556 | 1058 | 0.6383 | 0.4892 | 0.6383 | 0.7990 |
581
- | 0.0792 | 11.7778 | 1060 | 0.6437 | 0.4849 | 0.6437 | 0.8023 |
582
- | 0.0792 | 11.8 | 1062 | 0.6364 | 0.4972 | 0.6364 | 0.7978 |
583
- | 0.0792 | 11.8222 | 1064 | 0.6277 | 0.4337 | 0.6277 | 0.7923 |
584
- | 0.0792 | 11.8444 | 1066 | 0.6241 | 0.3788 | 0.6241 | 0.7900 |
585
- | 0.0792 | 11.8667 | 1068 | 0.6162 | 0.4482 | 0.6162 | 0.7850 |
586
- | 0.0792 | 11.8889 | 1070 | 0.6145 | 0.4747 | 0.6145 | 0.7839 |
587
- | 0.0792 | 11.9111 | 1072 | 0.6206 | 0.4953 | 0.6206 | 0.7878 |
588
- | 0.0792 | 11.9333 | 1074 | 0.6471 | 0.4370 | 0.6471 | 0.8044 |
589
- | 0.0792 | 11.9556 | 1076 | 0.6640 | 0.3706 | 0.6640 | 0.8149 |
590
- | 0.0792 | 11.9778 | 1078 | 0.6550 | 0.4005 | 0.6550 | 0.8093 |
591
- | 0.0792 | 12.0 | 1080 | 0.6290 | 0.4555 | 0.6290 | 0.7931 |
592
- | 0.0792 | 12.0222 | 1082 | 0.6346 | 0.4455 | 0.6346 | 0.7966 |
593
- | 0.0792 | 12.0444 | 1084 | 0.6444 | 0.3656 | 0.6444 | 0.8028 |
594
- | 0.0792 | 12.0667 | 1086 | 0.6512 | 0.4186 | 0.6512 | 0.8070 |
595
- | 0.0792 | 12.0889 | 1088 | 0.6455 | 0.3841 | 0.6455 | 0.8034 |
596
- | 0.0792 | 12.1111 | 1090 | 0.6407 | 0.3572 | 0.6407 | 0.8004 |
597
- | 0.0792 | 12.1333 | 1092 | 0.6421 | 0.4086 | 0.6421 | 0.8013 |
598
- | 0.0792 | 12.1556 | 1094 | 0.6661 | 0.3530 | 0.6661 | 0.8161 |
599
- | 0.0792 | 12.1778 | 1096 | 0.6930 | 0.2299 | 0.6930 | 0.8325 |
600
- | 0.0792 | 12.2 | 1098 | 0.7027 | 0.2274 | 0.7027 | 0.8383 |
601
- | 0.0792 | 12.2222 | 1100 | 0.6967 | 0.1569 | 0.6967 | 0.8347 |
602
- | 0.0792 | 12.2444 | 1102 | 0.6835 | 0.3523 | 0.6835 | 0.8268 |
603
 
604
 
605
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k19_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k19_task7_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: 0.8062
19
+ - Qwk: 0.2593
20
+ - Mse: 0.8062
21
+ - Rmse: 0.8979
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0211 | 2 | 2.7982 | -0.0084 | 2.7982 | 1.6728 |
53
+ | No log | 0.0421 | 4 | 1.6062 | 0.0572 | 1.6062 | 1.2674 |
54
+ | No log | 0.0632 | 6 | 1.0298 | -0.0550 | 1.0298 | 1.0148 |
55
+ | No log | 0.0842 | 8 | 0.9947 | -0.1866 | 0.9947 | 0.9973 |
56
+ | No log | 0.1053 | 10 | 1.0621 | 0.0473 | 1.0621 | 1.0306 |
57
+ | No log | 0.1263 | 12 | 1.1772 | -0.0096 | 1.1772 | 1.0850 |
58
+ | No log | 0.1474 | 14 | 1.2296 | -0.1153 | 1.2296 | 1.1089 |
59
+ | No log | 0.1684 | 16 | 1.4220 | -0.0870 | 1.4220 | 1.1925 |
60
+ | No log | 0.1895 | 18 | 1.3772 | -0.0036 | 1.3772 | 1.1735 |
61
+ | No log | 0.2105 | 20 | 1.0971 | 0.0230 | 1.0971 | 1.0474 |
62
+ | No log | 0.2316 | 22 | 1.0140 | 0.0821 | 1.0140 | 1.0070 |
63
+ | No log | 0.2526 | 24 | 1.0700 | 0.0391 | 1.0700 | 1.0344 |
64
+ | No log | 0.2737 | 26 | 1.0161 | 0.1183 | 1.0161 | 1.0080 |
65
+ | No log | 0.2947 | 28 | 0.9053 | 0.0846 | 0.9053 | 0.9515 |
66
+ | No log | 0.3158 | 30 | 0.9998 | -0.0257 | 0.9998 | 0.9999 |
67
+ | No log | 0.3368 | 32 | 0.9799 | -0.0320 | 0.9799 | 0.9899 |
68
+ | No log | 0.3579 | 34 | 0.8792 | 0.1187 | 0.8792 | 0.9377 |
69
+ | No log | 0.3789 | 36 | 0.8959 | 0.0181 | 0.8959 | 0.9465 |
70
+ | No log | 0.4 | 38 | 0.8880 | 0.0652 | 0.8880 | 0.9423 |
71
+ | No log | 0.4211 | 40 | 1.0090 | 0.0893 | 1.0090 | 1.0045 |
72
+ | No log | 0.4421 | 42 | 1.2633 | 0.0221 | 1.2633 | 1.1240 |
73
+ | No log | 0.4632 | 44 | 1.3453 | -0.0755 | 1.3453 | 1.1599 |
74
+ | No log | 0.4842 | 46 | 1.1964 | -0.0156 | 1.1964 | 1.0938 |
75
+ | No log | 0.5053 | 48 | 1.1075 | -0.0619 | 1.1075 | 1.0524 |
76
+ | No log | 0.5263 | 50 | 1.0058 | 0.0 | 1.0058 | 1.0029 |
77
+ | No log | 0.5474 | 52 | 0.9873 | 0.0474 | 0.9873 | 0.9936 |
78
+ | No log | 0.5684 | 54 | 0.9667 | 0.0 | 0.9667 | 0.9832 |
79
+ | No log | 0.5895 | 56 | 0.9497 | 0.0 | 0.9497 | 0.9745 |
80
+ | No log | 0.6105 | 58 | 0.9251 | 0.0428 | 0.9251 | 0.9618 |
81
+ | No log | 0.6316 | 60 | 0.9716 | 0.0428 | 0.9716 | 0.9857 |
82
+ | No log | 0.6526 | 62 | 1.0435 | 0.0949 | 1.0435 | 1.0215 |
83
+ | No log | 0.6737 | 64 | 1.0221 | 0.0846 | 1.0221 | 1.0110 |
84
+ | No log | 0.6947 | 66 | 1.0187 | 0.0181 | 1.0187 | 1.0093 |
85
+ | No log | 0.7158 | 68 | 0.9958 | 0.0509 | 0.9958 | 0.9979 |
86
+ | No log | 0.7368 | 70 | 0.9877 | 0.0509 | 0.9877 | 0.9938 |
87
+ | No log | 0.7579 | 72 | 0.9906 | 0.0993 | 0.9906 | 0.9953 |
88
+ | No log | 0.7789 | 74 | 1.0363 | 0.2032 | 1.0363 | 1.0180 |
89
+ | No log | 0.8 | 76 | 1.0195 | 0.2032 | 1.0195 | 1.0097 |
90
+ | No log | 0.8211 | 78 | 0.9723 | 0.0129 | 0.9723 | 0.9860 |
91
+ | No log | 0.8421 | 80 | 0.9397 | -0.0127 | 0.9397 | 0.9694 |
92
+ | No log | 0.8632 | 82 | 0.9266 | -0.0149 | 0.9266 | 0.9626 |
93
+ | No log | 0.8842 | 84 | 0.9483 | 0.0643 | 0.9483 | 0.9738 |
94
+ | No log | 0.9053 | 86 | 0.9676 | 0.0643 | 0.9676 | 0.9837 |
95
+ | No log | 0.9263 | 88 | 1.0588 | 0.0511 | 1.0588 | 1.0290 |
96
+ | No log | 0.9474 | 90 | 1.1849 | 0.0274 | 1.1849 | 1.0885 |
97
+ | No log | 0.9684 | 92 | 1.2084 | 0.0287 | 1.2084 | 1.0993 |
98
+ | No log | 0.9895 | 94 | 1.0998 | 0.0341 | 1.0998 | 1.0487 |
99
+ | No log | 1.0105 | 96 | 1.0950 | 0.0341 | 1.0950 | 1.0464 |
100
+ | No log | 1.0316 | 98 | 1.0704 | 0.0 | 1.0704 | 1.0346 |
101
+ | No log | 1.0526 | 100 | 1.0510 | -0.0351 | 1.0510 | 1.0252 |
102
+ | No log | 1.0737 | 102 | 1.0983 | 0.0494 | 1.0983 | 1.0480 |
103
+ | No log | 1.0947 | 104 | 1.1796 | -0.0831 | 1.1796 | 1.0861 |
104
+ | No log | 1.1158 | 106 | 1.0806 | -0.0186 | 1.0806 | 1.0395 |
105
+ | No log | 1.1368 | 108 | 0.9953 | -0.0241 | 0.9953 | 0.9976 |
106
+ | No log | 1.1579 | 110 | 1.0532 | 0.1214 | 1.0532 | 1.0263 |
107
+ | No log | 1.1789 | 112 | 1.0559 | 0.1178 | 1.0559 | 1.0276 |
108
+ | No log | 1.2 | 114 | 1.0157 | 0.0691 | 1.0157 | 1.0078 |
109
+ | No log | 1.2211 | 116 | 1.0219 | 0.1092 | 1.0219 | 1.0109 |
110
+ | No log | 1.2421 | 118 | 1.0282 | 0.0662 | 1.0282 | 1.0140 |
111
+ | No log | 1.2632 | 120 | 1.0107 | 0.0418 | 1.0107 | 1.0053 |
112
+ | No log | 1.2842 | 122 | 1.0045 | 0.1525 | 1.0045 | 1.0022 |
113
+ | No log | 1.3053 | 124 | 0.9865 | 0.1251 | 0.9865 | 0.9932 |
114
+ | No log | 1.3263 | 126 | 0.9912 | 0.1940 | 0.9912 | 0.9956 |
115
+ | No log | 1.3474 | 128 | 1.0061 | 0.1856 | 1.0061 | 1.0031 |
116
+ | No log | 1.3684 | 130 | 0.9290 | 0.2012 | 0.9290 | 0.9639 |
117
+ | No log | 1.3895 | 132 | 0.8961 | 0.0361 | 0.8961 | 0.9466 |
118
+ | No log | 1.4105 | 134 | 0.8852 | 0.1093 | 0.8852 | 0.9408 |
119
+ | No log | 1.4316 | 136 | 0.9061 | 0.1141 | 0.9061 | 0.9519 |
120
+ | No log | 1.4526 | 138 | 0.9850 | 0.1884 | 0.9850 | 0.9925 |
121
+ | No log | 1.4737 | 140 | 1.0904 | 0.1356 | 1.0904 | 1.0442 |
122
+ | No log | 1.4947 | 142 | 1.0964 | 0.1287 | 1.0964 | 1.0471 |
123
+ | No log | 1.5158 | 144 | 1.0220 | 0.1109 | 1.0220 | 1.0110 |
124
+ | No log | 1.5368 | 146 | 0.9911 | 0.1557 | 0.9911 | 0.9955 |
125
+ | No log | 1.5579 | 148 | 0.9538 | 0.1396 | 0.9538 | 0.9766 |
126
+ | No log | 1.5789 | 150 | 0.9083 | 0.0864 | 0.9083 | 0.9531 |
127
+ | No log | 1.6 | 152 | 0.8711 | 0.0670 | 0.8711 | 0.9333 |
128
+ | No log | 1.6211 | 154 | 0.9211 | 0.2150 | 0.9211 | 0.9597 |
129
+ | No log | 1.6421 | 156 | 0.9081 | 0.1960 | 0.9081 | 0.9529 |
130
+ | No log | 1.6632 | 158 | 0.8120 | 0.1550 | 0.8120 | 0.9011 |
131
+ | No log | 1.6842 | 160 | 0.7839 | 0.1094 | 0.7839 | 0.8854 |
132
+ | No log | 1.7053 | 162 | 0.7876 | 0.1723 | 0.7876 | 0.8875 |
133
+ | No log | 1.7263 | 164 | 0.7892 | 0.1353 | 0.7892 | 0.8884 |
134
+ | No log | 1.7474 | 166 | 0.8011 | 0.1935 | 0.8011 | 0.8951 |
135
+ | No log | 1.7684 | 168 | 0.8217 | 0.1353 | 0.8217 | 0.9065 |
136
+ | No log | 1.7895 | 170 | 0.8563 | 0.1373 | 0.8563 | 0.9254 |
137
+ | No log | 1.8105 | 172 | 0.8827 | 0.1979 | 0.8827 | 0.9395 |
138
+ | No log | 1.8316 | 174 | 0.8738 | 0.1463 | 0.8738 | 0.9348 |
139
+ | No log | 1.8526 | 176 | 0.8382 | 0.0975 | 0.8382 | 0.9155 |
140
+ | No log | 1.8737 | 178 | 0.8805 | 0.2633 | 0.8805 | 0.9384 |
141
+ | No log | 1.8947 | 180 | 0.9883 | 0.2394 | 0.9883 | 0.9941 |
142
+ | No log | 1.9158 | 182 | 1.0059 | 0.2267 | 1.0059 | 1.0029 |
143
+ | No log | 1.9368 | 184 | 1.0308 | 0.1646 | 1.0308 | 1.0153 |
144
+ | No log | 1.9579 | 186 | 0.9675 | 0.2747 | 0.9675 | 0.9836 |
145
+ | No log | 1.9789 | 188 | 1.1839 | 0.1932 | 1.1839 | 1.0881 |
146
+ | No log | 2.0 | 190 | 1.4119 | 0.0601 | 1.4119 | 1.1882 |
147
+ | No log | 2.0211 | 192 | 1.2765 | 0.1920 | 1.2765 | 1.1298 |
148
+ | No log | 2.0421 | 194 | 1.0057 | 0.1500 | 1.0057 | 1.0029 |
149
+ | No log | 2.0632 | 196 | 0.9150 | 0.2071 | 0.9150 | 0.9566 |
150
+ | No log | 2.0842 | 198 | 0.9197 | 0.1472 | 0.9197 | 0.9590 |
151
+ | No log | 2.1053 | 200 | 0.9481 | 0.0534 | 0.9481 | 0.9737 |
152
+ | No log | 2.1263 | 202 | 1.0070 | 0.0982 | 1.0070 | 1.0035 |
153
+ | No log | 2.1474 | 204 | 1.0034 | 0.1672 | 1.0034 | 1.0017 |
154
+ | No log | 2.1684 | 206 | 0.9651 | -0.0528 | 0.9651 | 0.9824 |
155
+ | No log | 2.1895 | 208 | 0.9981 | 0.2724 | 0.9981 | 0.9990 |
156
+ | No log | 2.2105 | 210 | 1.0169 | 0.2616 | 1.0169 | 1.0084 |
157
+ | No log | 2.2316 | 212 | 0.9870 | 0.1978 | 0.9870 | 0.9935 |
158
+ | No log | 2.2526 | 214 | 0.9758 | 0.0812 | 0.9758 | 0.9878 |
159
+ | No log | 2.2737 | 216 | 0.9729 | 0.1205 | 0.9729 | 0.9864 |
160
+ | No log | 2.2947 | 218 | 0.9779 | 0.1203 | 0.9779 | 0.9889 |
161
+ | No log | 2.3158 | 220 | 1.0034 | 0.1133 | 1.0034 | 1.0017 |
162
+ | No log | 2.3368 | 222 | 1.0546 | 0.1813 | 1.0546 | 1.0269 |
163
+ | No log | 2.3579 | 224 | 1.0573 | 0.1472 | 1.0573 | 1.0282 |
164
+ | No log | 2.3789 | 226 | 0.9946 | 0.1620 | 0.9946 | 0.9973 |
165
+ | No log | 2.4 | 228 | 0.9930 | 0.1131 | 0.9930 | 0.9965 |
166
+ | No log | 2.4211 | 230 | 1.0496 | 0.2154 | 1.0496 | 1.0245 |
167
+ | No log | 2.4421 | 232 | 1.0119 | 0.1476 | 1.0119 | 1.0059 |
168
+ | No log | 2.4632 | 234 | 0.9639 | 0.2006 | 0.9639 | 0.9818 |
169
+ | No log | 2.4842 | 236 | 0.9552 | 0.1672 | 0.9552 | 0.9774 |
170
+ | No log | 2.5053 | 238 | 0.9311 | 0.2040 | 0.9311 | 0.9649 |
171
+ | No log | 2.5263 | 240 | 0.9239 | 0.1171 | 0.9239 | 0.9612 |
172
+ | No log | 2.5474 | 242 | 0.9366 | 0.1573 | 0.9366 | 0.9678 |
173
+ | No log | 2.5684 | 244 | 0.9177 | 0.0496 | 0.9177 | 0.9580 |
174
+ | No log | 2.5895 | 246 | 0.9274 | 0.1137 | 0.9274 | 0.9630 |
175
+ | No log | 2.6105 | 248 | 0.9484 | 0.1992 | 0.9484 | 0.9739 |
176
+ | No log | 2.6316 | 250 | 1.0031 | 0.1589 | 1.0031 | 1.0016 |
177
+ | No log | 2.6526 | 252 | 1.0503 | 0.1541 | 1.0503 | 1.0249 |
178
+ | No log | 2.6737 | 254 | 1.1222 | 0.1699 | 1.1222 | 1.0593 |
179
+ | No log | 2.6947 | 256 | 1.1507 | 0.1734 | 1.1507 | 1.0727 |
180
+ | No log | 2.7158 | 258 | 1.1793 | 0.1532 | 1.1793 | 1.0860 |
181
+ | No log | 2.7368 | 260 | 1.2064 | 0.1519 | 1.2064 | 1.0984 |
182
+ | No log | 2.7579 | 262 | 1.2250 | 0.1799 | 1.2250 | 1.1068 |
183
+ | No log | 2.7789 | 264 | 1.2402 | 0.1453 | 1.2402 | 1.1136 |
184
+ | No log | 2.8 | 266 | 1.3503 | 0.0520 | 1.3503 | 1.1620 |
185
+ | No log | 2.8211 | 268 | 1.3358 | 0.0714 | 1.3358 | 1.1558 |
186
+ | No log | 2.8421 | 270 | 1.2605 | 0.1344 | 1.2605 | 1.1227 |
187
+ | No log | 2.8632 | 272 | 1.1967 | 0.1808 | 1.1967 | 1.0939 |
188
+ | No log | 2.8842 | 274 | 1.1224 | 0.1310 | 1.1224 | 1.0594 |
189
+ | No log | 2.9053 | 276 | 1.0640 | 0.0428 | 1.0640 | 1.0315 |
190
+ | No log | 2.9263 | 278 | 1.0007 | 0.0453 | 1.0007 | 1.0003 |
191
+ | No log | 2.9474 | 280 | 0.9650 | 0.1992 | 0.9650 | 0.9824 |
192
+ | No log | 2.9684 | 282 | 0.9312 | 0.2109 | 0.9312 | 0.9650 |
193
+ | No log | 2.9895 | 284 | 0.9027 | 0.0573 | 0.9027 | 0.9501 |
194
+ | No log | 3.0105 | 286 | 0.8740 | -0.0112 | 0.8740 | 0.9349 |
195
+ | No log | 3.0316 | 288 | 0.8467 | -0.0112 | 0.8467 | 0.9201 |
196
+ | No log | 3.0526 | 290 | 0.8500 | -0.0112 | 0.8500 | 0.9220 |
197
+ | No log | 3.0737 | 292 | 0.8665 | 0.2212 | 0.8665 | 0.9309 |
198
+ | No log | 3.0947 | 294 | 0.9141 | 0.1066 | 0.9141 | 0.9561 |
199
+ | No log | 3.1158 | 296 | 0.9328 | 0.0453 | 0.9328 | 0.9658 |
200
+ | No log | 3.1368 | 298 | 0.9279 | -0.0177 | 0.9279 | 0.9633 |
201
+ | No log | 3.1579 | 300 | 0.9226 | 0.0227 | 0.9226 | 0.9605 |
202
+ | No log | 3.1789 | 302 | 0.8925 | 0.1992 | 0.8925 | 0.9447 |
203
+ | No log | 3.2 | 304 | 0.9513 | 0.2467 | 0.9513 | 0.9754 |
204
+ | No log | 3.2211 | 306 | 0.9052 | 0.2566 | 0.9052 | 0.9514 |
205
+ | No log | 3.2421 | 308 | 0.8377 | 0.2129 | 0.8377 | 0.9153 |
206
+ | No log | 3.2632 | 310 | 0.8503 | 0.0269 | 0.8503 | 0.9221 |
207
+ | No log | 3.2842 | 312 | 0.8525 | 0.0269 | 0.8525 | 0.9233 |
208
+ | No log | 3.3053 | 314 | 0.8460 | 0.2349 | 0.8460 | 0.9198 |
209
+ | No log | 3.3263 | 316 | 0.8394 | 0.2606 | 0.8394 | 0.9162 |
210
+ | No log | 3.3474 | 318 | 0.8238 | 0.2747 | 0.8238 | 0.9076 |
211
+ | No log | 3.3684 | 320 | 0.8232 | 0.2152 | 0.8232 | 0.9073 |
212
+ | No log | 3.3895 | 322 | 0.8424 | 0.1246 | 0.8424 | 0.9178 |
213
+ | No log | 3.4105 | 324 | 0.8729 | 0.1672 | 0.8729 | 0.9343 |
214
+ | No log | 3.4316 | 326 | 0.8590 | 0.1424 | 0.8590 | 0.9268 |
215
+ | No log | 3.4526 | 328 | 0.8927 | 0.2335 | 0.8927 | 0.9448 |
216
+ | No log | 3.4737 | 330 | 0.9118 | 0.2183 | 0.9118 | 0.9549 |
217
+ | No log | 3.4947 | 332 | 0.9191 | 0.1760 | 0.9191 | 0.9587 |
218
+ | No log | 3.5158 | 334 | 0.9970 | 0.2042 | 0.9970 | 0.9985 |
219
+ | No log | 3.5368 | 336 | 1.0382 | 0.2267 | 1.0382 | 1.0189 |
220
+ | No log | 3.5579 | 338 | 1.0693 | 0.2377 | 1.0693 | 1.0341 |
221
+ | No log | 3.5789 | 340 | 0.9534 | 0.2651 | 0.9534 | 0.9764 |
222
+ | No log | 3.6 | 342 | 0.8355 | 0.2291 | 0.8355 | 0.9140 |
223
+ | No log | 3.6211 | 344 | 0.7880 | 0.2661 | 0.7880 | 0.8877 |
224
+ | No log | 3.6421 | 346 | 0.7809 | 0.2479 | 0.7809 | 0.8837 |
225
+ | No log | 3.6632 | 348 | 0.9208 | 0.2991 | 0.9208 | 0.9596 |
226
+ | No log | 3.6842 | 350 | 0.9728 | 0.2763 | 0.9728 | 0.9863 |
227
+ | No log | 3.7053 | 352 | 0.8963 | 0.1809 | 0.8963 | 0.9468 |
228
+ | No log | 3.7263 | 354 | 0.8292 | 0.1410 | 0.8292 | 0.9106 |
229
+ | No log | 3.7474 | 356 | 0.7868 | 0.2419 | 0.7868 | 0.8870 |
230
+ | No log | 3.7684 | 358 | 0.7942 | 0.2605 | 0.7942 | 0.8912 |
231
+ | No log | 3.7895 | 360 | 0.7952 | 0.2862 | 0.7952 | 0.8917 |
232
+ | No log | 3.8105 | 362 | 0.7913 | 0.2232 | 0.7913 | 0.8895 |
233
+ | No log | 3.8316 | 364 | 0.7713 | 0.2232 | 0.7713 | 0.8782 |
234
+ | No log | 3.8526 | 366 | 0.7663 | 0.2576 | 0.7663 | 0.8754 |
235
+ | No log | 3.8737 | 368 | 0.7502 | 0.2633 | 0.7502 | 0.8662 |
236
+ | No log | 3.8947 | 370 | 0.7539 | 0.2633 | 0.7539 | 0.8683 |
237
+ | No log | 3.9158 | 372 | 0.7256 | 0.2953 | 0.7256 | 0.8518 |
238
+ | No log | 3.9368 | 374 | 0.7251 | 0.2953 | 0.7251 | 0.8515 |
239
+ | No log | 3.9579 | 376 | 0.7269 | 0.2953 | 0.7269 | 0.8526 |
240
+ | No log | 3.9789 | 378 | 0.7120 | 0.3366 | 0.7120 | 0.8438 |
241
+ | No log | 4.0 | 380 | 0.7262 | 0.3385 | 0.7262 | 0.8522 |
242
+ | No log | 4.0211 | 382 | 0.7432 | 0.3291 | 0.7432 | 0.8621 |
243
+ | No log | 4.0421 | 384 | 0.7178 | 0.3258 | 0.7178 | 0.8472 |
244
+ | No log | 4.0632 | 386 | 0.6662 | 0.3324 | 0.6662 | 0.8162 |
245
+ | No log | 4.0842 | 388 | 0.7645 | 0.3280 | 0.7645 | 0.8744 |
246
+ | No log | 4.1053 | 390 | 0.8791 | 0.3560 | 0.8791 | 0.9376 |
247
+ | No log | 4.1263 | 392 | 0.8202 | 0.2832 | 0.8202 | 0.9056 |
248
+ | No log | 4.1474 | 394 | 0.7267 | 0.2953 | 0.7267 | 0.8525 |
249
+ | No log | 4.1684 | 396 | 0.7319 | 0.4160 | 0.7319 | 0.8555 |
250
+ | No log | 4.1895 | 398 | 0.7587 | 0.4074 | 0.7587 | 0.8710 |
251
+ | No log | 4.2105 | 400 | 0.8017 | 0.3357 | 0.8017 | 0.8954 |
252
+ | No log | 4.2316 | 402 | 0.7689 | 0.3859 | 0.7689 | 0.8769 |
253
+ | No log | 4.2526 | 404 | 0.7427 | 0.3007 | 0.7427 | 0.8618 |
254
+ | No log | 4.2737 | 406 | 0.7892 | 0.2424 | 0.7892 | 0.8884 |
255
+ | No log | 4.2947 | 408 | 0.8246 | 0.2328 | 0.8246 | 0.9081 |
256
+ | No log | 4.3158 | 410 | 0.8335 | 0.2342 | 0.8335 | 0.9130 |
257
+ | No log | 4.3368 | 412 | 0.9280 | 0.2570 | 0.9280 | 0.9633 |
258
+ | No log | 4.3579 | 414 | 1.0055 | 0.1671 | 1.0055 | 1.0027 |
259
+ | No log | 4.3789 | 416 | 0.9601 | 0.1633 | 0.9601 | 0.9798 |
260
+ | No log | 4.4 | 418 | 0.8757 | 0.2715 | 0.8757 | 0.9358 |
261
+ | No log | 4.4211 | 420 | 0.8544 | 0.2745 | 0.8544 | 0.9243 |
262
+ | No log | 4.4421 | 422 | 0.8418 | 0.2634 | 0.8418 | 0.9175 |
263
+ | No log | 4.4632 | 424 | 0.8476 | 0.2511 | 0.8476 | 0.9207 |
264
+ | No log | 4.4842 | 426 | 0.8899 | 0.2252 | 0.8899 | 0.9433 |
265
+ | No log | 4.5053 | 428 | 0.9020 | 0.2826 | 0.9020 | 0.9497 |
266
+ | No log | 4.5263 | 430 | 0.8803 | 0.2824 | 0.8803 | 0.9382 |
267
+ | No log | 4.5474 | 432 | 0.8960 | 0.2693 | 0.8960 | 0.9466 |
268
+ | No log | 4.5684 | 434 | 0.8799 | 0.2693 | 0.8799 | 0.9380 |
269
+ | No log | 4.5895 | 436 | 0.8859 | 0.3321 | 0.8859 | 0.9412 |
270
+ | No log | 4.6105 | 438 | 0.8830 | 0.2769 | 0.8830 | 0.9397 |
271
+ | No log | 4.6316 | 440 | 0.8212 | 0.2867 | 0.8212 | 0.9062 |
272
+ | No log | 4.6526 | 442 | 0.8176 | 0.1961 | 0.8176 | 0.9042 |
273
+ | No log | 4.6737 | 444 | 0.8389 | 0.2521 | 0.8389 | 0.9159 |
274
+ | No log | 4.6947 | 446 | 0.7927 | 0.2009 | 0.7927 | 0.8903 |
275
+ | No log | 4.7158 | 448 | 0.7849 | 0.1393 | 0.7849 | 0.8859 |
276
+ | No log | 4.7368 | 450 | 0.8364 | 0.0771 | 0.8364 | 0.9146 |
277
+ | No log | 4.7579 | 452 | 0.8450 | 0.0334 | 0.8450 | 0.9192 |
278
+ | No log | 4.7789 | 454 | 0.8310 | 0.1331 | 0.8310 | 0.9116 |
279
+ | No log | 4.8 | 456 | 0.8155 | 0.1986 | 0.8155 | 0.9031 |
280
+ | No log | 4.8211 | 458 | 0.7966 | 0.1558 | 0.7966 | 0.8925 |
281
+ | No log | 4.8421 | 460 | 0.7945 | 0.1558 | 0.7945 | 0.8913 |
282
+ | No log | 4.8632 | 462 | 0.8330 | 0.2318 | 0.8330 | 0.9127 |
283
+ | No log | 4.8842 | 464 | 0.9281 | 0.1873 | 0.9281 | 0.9634 |
284
+ | No log | 4.9053 | 466 | 0.9455 | 0.1891 | 0.9455 | 0.9724 |
285
+ | No log | 4.9263 | 468 | 0.8748 | 0.1906 | 0.8748 | 0.9353 |
286
+ | No log | 4.9474 | 470 | 0.7802 | 0.1649 | 0.7802 | 0.8833 |
287
+ | No log | 4.9684 | 472 | 0.7618 | 0.2475 | 0.7618 | 0.8728 |
288
+ | No log | 4.9895 | 474 | 0.7803 | 0.2475 | 0.7803 | 0.8833 |
289
+ | No log | 5.0105 | 476 | 0.8126 | 0.2505 | 0.8126 | 0.9014 |
290
+ | No log | 5.0316 | 478 | 0.8283 | 0.2505 | 0.8283 | 0.9101 |
291
+ | No log | 5.0526 | 480 | 0.8395 | 0.2023 | 0.8395 | 0.9162 |
292
+ | No log | 5.0737 | 482 | 0.8403 | 0.2023 | 0.8403 | 0.9167 |
293
+ | No log | 5.0947 | 484 | 0.8320 | 0.2023 | 0.8320 | 0.9122 |
294
+ | No log | 5.1158 | 486 | 0.8116 | 0.1988 | 0.8116 | 0.9009 |
295
+ | No log | 5.1368 | 488 | 0.8086 | 0.1900 | 0.8086 | 0.8992 |
296
+ | No log | 5.1579 | 490 | 0.7901 | 0.1856 | 0.7901 | 0.8889 |
297
+ | No log | 5.1789 | 492 | 0.7635 | 0.1589 | 0.7635 | 0.8738 |
298
+ | No log | 5.2 | 494 | 0.7507 | 0.2606 | 0.7507 | 0.8664 |
299
+ | No log | 5.2211 | 496 | 0.7569 | 0.3622 | 0.7569 | 0.8700 |
300
+ | No log | 5.2421 | 498 | 0.7514 | 0.2914 | 0.7514 | 0.8668 |
301
+ | 0.3842 | 5.2632 | 500 | 0.7579 | 0.2633 | 0.7579 | 0.8706 |
302
+ | 0.3842 | 5.2842 | 502 | 0.7746 | 0.3554 | 0.7746 | 0.8801 |
303
+ | 0.3842 | 5.3053 | 504 | 0.7809 | 0.3311 | 0.7809 | 0.8837 |
304
+ | 0.3842 | 5.3263 | 506 | 0.7894 | 0.2342 | 0.7894 | 0.8885 |
305
+ | 0.3842 | 5.3474 | 508 | 0.7896 | 0.2633 | 0.7896 | 0.8886 |
306
+ | 0.3842 | 5.3684 | 510 | 0.7903 | 0.1672 | 0.7903 | 0.8890 |
307
+ | 0.3842 | 5.3895 | 512 | 0.7976 | 0.2545 | 0.7976 | 0.8931 |
308
+ | 0.3842 | 5.4105 | 514 | 0.8062 | 0.2593 | 0.8062 | 0.8979 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
309
 
310
 
311
  ### Framework versions