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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k5_task1_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k4_task1_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k4_task1_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.7465
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- - Qwk: 0.5320
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- - Mse: 1.7465
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- - Rmse: 1.3216
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  ## Model description
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@@ -49,271 +49,522 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.1111 | 2 | 6.8468 | 0.0242 | 6.8468 | 2.6166 |
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- | No log | 0.2222 | 4 | 4.6415 | 0.0549 | 4.6415 | 2.1544 |
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- | No log | 0.3333 | 6 | 3.6682 | 0.0 | 3.6682 | 1.9153 |
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- | No log | 0.4444 | 8 | 3.2306 | -0.0312 | 3.2306 | 1.7974 |
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- | No log | 0.5556 | 10 | 2.6133 | 0.1655 | 2.6133 | 1.6166 |
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- | No log | 0.6667 | 12 | 2.3114 | 0.2270 | 2.3114 | 1.5203 |
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- | No log | 0.7778 | 14 | 2.1183 | 0.2143 | 2.1183 | 1.4554 |
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- | No log | 0.8889 | 16 | 2.5398 | 0.2086 | 2.5398 | 1.5937 |
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- | No log | 1.0 | 18 | 2.9574 | 0.2341 | 2.9574 | 1.7197 |
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- | No log | 1.1111 | 20 | 2.3815 | 0.3034 | 2.3815 | 1.5432 |
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- | No log | 1.2222 | 22 | 2.1068 | 0.3165 | 2.1068 | 1.4515 |
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- | No log | 1.3333 | 24 | 1.9698 | 0.2590 | 1.9698 | 1.4035 |
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- | No log | 1.4444 | 26 | 2.0894 | 0.3137 | 2.0894 | 1.4455 |
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- | No log | 1.5556 | 28 | 2.3093 | 0.3412 | 2.3093 | 1.5197 |
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- | No log | 1.6667 | 30 | 2.7019 | 0.2843 | 2.7019 | 1.6437 |
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- | No log | 1.7778 | 32 | 2.4037 | 0.2840 | 2.4037 | 1.5504 |
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- | No log | 1.8889 | 34 | 2.0115 | 0.3087 | 2.0115 | 1.4183 |
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- | No log | 2.0 | 36 | 1.2557 | 0.5156 | 1.2557 | 1.1206 |
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- | No log | 2.1111 | 38 | 1.3308 | 0.4262 | 1.3308 | 1.1536 |
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- | No log | 2.2222 | 40 | 1.3893 | 0.4298 | 1.3893 | 1.1787 |
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- | No log | 2.3333 | 42 | 1.2310 | 0.5556 | 1.2310 | 1.1095 |
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- | No log | 2.4444 | 44 | 1.3976 | 0.4088 | 1.3976 | 1.1822 |
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- | No log | 2.5556 | 46 | 2.5206 | 0.2955 | 2.5206 | 1.5876 |
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- | No log | 2.6667 | 48 | 2.9436 | 0.2617 | 2.9436 | 1.7157 |
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- | No log | 2.7778 | 50 | 2.6390 | 0.3220 | 2.6390 | 1.6245 |
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- | No log | 2.8889 | 52 | 2.2016 | 0.4420 | 2.2016 | 1.4838 |
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- | No log | 3.0 | 54 | 1.8901 | 0.4311 | 1.8901 | 1.3748 |
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- | No log | 3.1111 | 56 | 1.8146 | 0.4311 | 1.8146 | 1.3471 |
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- | No log | 3.2222 | 58 | 2.0441 | 0.4556 | 2.0441 | 1.4297 |
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- | No log | 3.3333 | 60 | 2.2144 | 0.4108 | 2.2144 | 1.4881 |
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- | No log | 3.4444 | 62 | 2.3137 | 0.4108 | 2.3137 | 1.5211 |
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- | No log | 3.5556 | 64 | 2.3185 | 0.4108 | 2.3185 | 1.5227 |
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- | No log | 3.6667 | 66 | 2.0726 | 0.3953 | 2.0726 | 1.4397 |
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- | No log | 3.7778 | 68 | 2.2708 | 0.4130 | 2.2708 | 1.5069 |
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- | No log | 3.8889 | 70 | 2.5912 | 0.3725 | 2.5912 | 1.6097 |
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- | No log | 4.0 | 72 | 2.2350 | 0.4149 | 2.2350 | 1.4950 |
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- | No log | 4.1111 | 74 | 1.9899 | 0.4541 | 1.9899 | 1.4106 |
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- | No log | 4.2222 | 76 | 2.4938 | 0.3846 | 2.4938 | 1.5792 |
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- | No log | 4.3333 | 78 | 3.2165 | 0.2532 | 3.2165 | 1.7935 |
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- | No log | 4.4444 | 80 | 3.5621 | 0.1893 | 3.5621 | 1.8873 |
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- | No log | 4.5556 | 82 | 2.6704 | 0.3791 | 2.6704 | 1.6341 |
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- | No log | 4.6667 | 84 | 1.4351 | 0.5486 | 1.4351 | 1.1980 |
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- | No log | 4.7778 | 86 | 1.2207 | 0.6405 | 1.2207 | 1.1049 |
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- | No log | 4.8889 | 88 | 1.2351 | 0.6040 | 1.2351 | 1.1114 |
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- | No log | 5.0 | 90 | 1.3823 | 0.5922 | 1.3823 | 1.1757 |
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- | No log | 5.1111 | 92 | 2.1924 | 0.4762 | 2.1924 | 1.4807 |
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- | No log | 5.2222 | 94 | 3.1046 | 0.3038 | 3.1046 | 1.7620 |
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- | No log | 5.3333 | 96 | 3.0995 | 0.3117 | 3.0995 | 1.7605 |
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- | No log | 5.4444 | 98 | 2.2369 | 0.4082 | 2.2369 | 1.4956 |
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- | No log | 5.5556 | 100 | 1.3396 | 0.5665 | 1.3396 | 1.1574 |
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- | No log | 5.6667 | 102 | 1.1234 | 0.6483 | 1.1234 | 1.0599 |
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- | No log | 5.7778 | 104 | 1.2048 | 0.5857 | 1.2048 | 1.0976 |
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- | No log | 5.8889 | 106 | 1.4243 | 0.475 | 1.4243 | 1.1934 |
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- | No log | 6.0 | 108 | 2.1812 | 0.4677 | 2.1812 | 1.4769 |
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- | No log | 6.1111 | 110 | 2.7292 | 0.3610 | 2.7292 | 1.6520 |
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- | No log | 6.2222 | 112 | 2.7245 | 0.3610 | 2.7245 | 1.6506 |
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- | No log | 6.3333 | 114 | 2.0748 | 0.4688 | 2.0748 | 1.4404 |
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- | No log | 6.4444 | 116 | 1.5849 | 0.5193 | 1.5849 | 1.2589 |
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- | No log | 6.5556 | 118 | 1.4408 | 0.6044 | 1.4408 | 1.2003 |
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- | No log | 6.6667 | 120 | 1.5632 | 0.5608 | 1.5632 | 1.2503 |
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- | No log | 6.7778 | 122 | 1.5534 | 0.5608 | 1.5534 | 1.2464 |
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- | No log | 6.8889 | 124 | 1.8452 | 0.5446 | 1.8452 | 1.3584 |
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- | No log | 7.0 | 126 | 1.7354 | 0.5463 | 1.7354 | 1.3173 |
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- | No log | 7.1111 | 128 | 1.6432 | 0.5616 | 1.6432 | 1.2819 |
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- | No log | 7.2222 | 130 | 1.6562 | 0.5616 | 1.6562 | 1.2869 |
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- | No log | 7.3333 | 132 | 1.4066 | 0.6073 | 1.4066 | 1.1860 |
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- | No log | 7.4444 | 134 | 1.2292 | 0.6145 | 1.2292 | 1.1087 |
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- | No log | 7.5556 | 136 | 1.2697 | 0.5870 | 1.2697 | 1.1268 |
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- | No log | 7.6667 | 138 | 1.7136 | 0.5616 | 1.7136 | 1.3090 |
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- | No log | 7.7778 | 140 | 1.8457 | 0.5320 | 1.8457 | 1.3586 |
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- | No log | 7.8889 | 142 | 1.5288 | 0.5714 | 1.5288 | 1.2364 |
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- | No log | 8.0 | 144 | 1.2730 | 0.5509 | 1.2730 | 1.1283 |
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- | No log | 8.1111 | 146 | 1.2561 | 0.5789 | 1.2561 | 1.1208 |
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- | No log | 8.2222 | 148 | 1.4045 | 0.4512 | 1.4045 | 1.1851 |
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- | No log | 8.3333 | 150 | 1.8000 | 0.5134 | 1.8000 | 1.3416 |
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- | No log | 8.4444 | 152 | 2.1627 | 0.4757 | 2.1627 | 1.4706 |
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- | No log | 8.5556 | 154 | 2.0124 | 0.4848 | 2.0124 | 1.4186 |
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- | No log | 8.6667 | 156 | 1.4748 | 0.5119 | 1.4748 | 1.2144 |
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- | No log | 8.7778 | 158 | 1.1949 | 0.6069 | 1.1949 | 1.0931 |
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- | No log | 8.8889 | 160 | 1.2035 | 0.6164 | 1.2035 | 1.0970 |
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- | No log | 9.0 | 162 | 1.2356 | 0.6069 | 1.2356 | 1.1116 |
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- | No log | 9.1111 | 164 | 1.2836 | 0.5443 | 1.2836 | 1.1329 |
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- | No log | 9.2222 | 166 | 1.6598 | 0.5087 | 1.6598 | 1.2883 |
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- | No log | 9.3333 | 168 | 2.5058 | 0.3779 | 2.5058 | 1.5830 |
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- | No log | 9.4444 | 170 | 2.8236 | 0.375 | 2.8236 | 1.6804 |
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- | No log | 9.5556 | 172 | 1.9768 | 0.4876 | 1.9768 | 1.4060 |
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- | No log | 9.6667 | 174 | 1.4904 | 0.5895 | 1.4904 | 1.2208 |
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- | No log | 9.7778 | 176 | 1.2607 | 0.6145 | 1.2607 | 1.1228 |
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- | No log | 9.8889 | 178 | 1.2242 | 0.6514 | 1.2242 | 1.1064 |
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- | No log | 10.0 | 180 | 1.0401 | 0.7018 | 1.0401 | 1.0199 |
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- | No log | 10.1111 | 182 | 0.9581 | 0.6707 | 0.9581 | 0.9788 |
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- | No log | 10.2222 | 184 | 1.0033 | 0.6786 | 1.0033 | 1.0017 |
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- | No log | 10.3333 | 186 | 1.2455 | 0.6304 | 1.2455 | 1.1160 |
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- | No log | 10.4444 | 188 | 1.8818 | 0.5050 | 1.8818 | 1.3718 |
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- | No log | 10.5556 | 190 | 2.2600 | 0.4608 | 2.2600 | 1.5033 |
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- | No log | 10.6667 | 192 | 1.9176 | 0.5192 | 1.9176 | 1.3848 |
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- | No log | 10.7778 | 194 | 1.4391 | 0.5895 | 1.4391 | 1.1996 |
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- | No log | 10.8889 | 196 | 1.1199 | 0.6744 | 1.1199 | 1.0583 |
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- | No log | 11.0 | 198 | 1.1502 | 0.6628 | 1.1502 | 1.0725 |
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- | No log | 11.1111 | 200 | 1.5282 | 0.5561 | 1.5282 | 1.2362 |
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- | No log | 11.2222 | 202 | 1.9516 | 0.4831 | 1.9516 | 1.3970 |
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- | No log | 11.3333 | 204 | 1.8868 | 0.49 | 1.8868 | 1.3736 |
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- | No log | 11.4444 | 206 | 1.7993 | 0.4845 | 1.7993 | 1.3414 |
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- | No log | 11.5556 | 208 | 1.6976 | 0.5340 | 1.6976 | 1.3029 |
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- | No log | 11.6667 | 210 | 1.6173 | 0.5864 | 1.6173 | 1.2717 |
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- | No log | 11.7778 | 212 | 1.9411 | 0.5050 | 1.9411 | 1.3932 |
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- | No log | 11.8889 | 214 | 1.7269 | 0.5492 | 1.7269 | 1.3141 |
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- | No log | 12.0 | 216 | 1.5344 | 0.5492 | 1.5344 | 1.2387 |
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- | No log | 12.1111 | 218 | 1.3552 | 0.6044 | 1.3552 | 1.1641 |
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- | No log | 12.2222 | 220 | 1.2048 | 0.6441 | 1.2048 | 1.0976 |
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- | No log | 12.3333 | 222 | 1.3088 | 0.6180 | 1.3088 | 1.1440 |
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- | No log | 12.4444 | 224 | 1.5446 | 0.5397 | 1.5446 | 1.2428 |
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- | No log | 12.5556 | 226 | 1.5014 | 0.5455 | 1.5014 | 1.2253 |
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- | No log | 12.6667 | 228 | 1.4093 | 0.5946 | 1.4093 | 1.1872 |
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- | No log | 12.7778 | 230 | 1.1609 | 0.6358 | 1.1609 | 1.0775 |
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- | No log | 12.8889 | 232 | 1.0558 | 0.7045 | 1.0558 | 1.0275 |
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- | No log | 13.0 | 234 | 1.1436 | 0.6740 | 1.1436 | 1.0694 |
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- | No log | 13.1111 | 236 | 1.4420 | 0.5381 | 1.4420 | 1.2008 |
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- | No log | 13.2222 | 238 | 1.6156 | 0.5455 | 1.6156 | 1.2711 |
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- | No log | 13.3333 | 240 | 1.3721 | 0.6425 | 1.3721 | 1.1714 |
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- | No log | 13.4444 | 242 | 1.4088 | 0.6425 | 1.4088 | 1.1869 |
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- | No log | 13.5556 | 244 | 1.4643 | 0.6114 | 1.4643 | 1.2101 |
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- | No log | 13.6667 | 246 | 1.4172 | 0.6096 | 1.4172 | 1.1905 |
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- | No log | 13.7778 | 248 | 1.4363 | 0.5806 | 1.4363 | 1.1985 |
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- | No log | 13.8889 | 250 | 1.3989 | 0.5856 | 1.3989 | 1.1827 |
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- | No log | 14.0 | 252 | 1.3412 | 0.6207 | 1.3412 | 1.1581 |
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- | No log | 14.1111 | 254 | 1.2783 | 0.6316 | 1.2783 | 1.1306 |
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- | No log | 14.2222 | 256 | 1.2059 | 0.6265 | 1.2059 | 1.0981 |
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- | No log | 14.3333 | 258 | 1.2522 | 0.6092 | 1.2522 | 1.1190 |
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- | No log | 14.4444 | 260 | 1.3911 | 0.6154 | 1.3911 | 1.1794 |
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- | No log | 14.5556 | 262 | 1.5137 | 0.5670 | 1.5137 | 1.2303 |
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- | No log | 14.6667 | 264 | 1.5682 | 0.5436 | 1.5682 | 1.2523 |
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- | No log | 14.7778 | 266 | 1.4670 | 0.5744 | 1.4670 | 1.2112 |
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- | No log | 14.8889 | 268 | 1.3378 | 0.5978 | 1.3378 | 1.1566 |
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- | No log | 15.0 | 270 | 1.5144 | 0.5436 | 1.5144 | 1.2306 |
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- | No log | 15.1111 | 272 | 1.7477 | 0.5373 | 1.7477 | 1.3220 |
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- | No log | 15.2222 | 274 | 1.8266 | 0.5411 | 1.8266 | 1.3515 |
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- | No log | 15.3333 | 276 | 1.5722 | 0.5612 | 1.5722 | 1.2539 |
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- | No log | 15.4444 | 278 | 1.3750 | 0.5926 | 1.3750 | 1.1726 |
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- | No log | 15.5556 | 280 | 1.1552 | 0.6296 | 1.1552 | 1.0748 |
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- | No log | 15.6667 | 282 | 1.0238 | 0.6358 | 1.0238 | 1.0118 |
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- | No log | 15.7778 | 284 | 1.0123 | 0.6579 | 1.0123 | 1.0061 |
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- | No log | 15.8889 | 286 | 1.1305 | 0.6386 | 1.1305 | 1.0633 |
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- | No log | 16.0 | 288 | 1.5801 | 0.5381 | 1.5801 | 1.2570 |
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- | No log | 16.1111 | 290 | 1.7438 | 0.53 | 1.7438 | 1.3205 |
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- | No log | 16.2222 | 292 | 1.8524 | 0.5373 | 1.8524 | 1.3610 |
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- | No log | 16.3333 | 294 | 1.9904 | 0.5263 | 1.9904 | 1.4108 |
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- | No log | 16.4444 | 296 | 1.8322 | 0.5373 | 1.8322 | 1.3536 |
200
- | No log | 16.5556 | 298 | 1.7012 | 0.5185 | 1.7012 | 1.3043 |
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- | No log | 16.6667 | 300 | 1.5643 | 0.5319 | 1.5643 | 1.2507 |
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- | No log | 16.7778 | 302 | 1.4406 | 0.5333 | 1.4406 | 1.2002 |
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- | No log | 16.8889 | 304 | 1.4027 | 0.5089 | 1.4027 | 1.1843 |
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- | No log | 17.0 | 306 | 1.5883 | 0.5161 | 1.5883 | 1.2603 |
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- | No log | 17.1111 | 308 | 1.6583 | 0.5185 | 1.6583 | 1.2878 |
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- | No log | 17.2222 | 310 | 1.4151 | 0.5484 | 1.4151 | 1.1896 |
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- | No log | 17.3333 | 312 | 1.2076 | 0.6628 | 1.2076 | 1.0989 |
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- | No log | 17.4444 | 314 | 1.1659 | 0.6629 | 1.1659 | 1.0798 |
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- | No log | 17.5556 | 316 | 1.1819 | 0.6667 | 1.1819 | 1.0871 |
210
- | No log | 17.6667 | 318 | 1.1526 | 0.6740 | 1.1526 | 1.0736 |
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- | No log | 17.7778 | 320 | 1.1659 | 0.6593 | 1.1659 | 1.0798 |
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- | No log | 17.8889 | 322 | 1.1980 | 0.6596 | 1.1980 | 1.0945 |
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- | No log | 18.0 | 324 | 1.3602 | 0.6146 | 1.3602 | 1.1663 |
214
- | No log | 18.1111 | 326 | 1.6318 | 0.5592 | 1.6318 | 1.2774 |
215
- | No log | 18.2222 | 328 | 1.7141 | 0.5472 | 1.7141 | 1.3092 |
216
- | No log | 18.3333 | 330 | 1.4330 | 0.5907 | 1.4330 | 1.1971 |
217
- | No log | 18.4444 | 332 | 1.1987 | 0.6102 | 1.1987 | 1.0949 |
218
- | No log | 18.5556 | 334 | 1.1068 | 0.6514 | 1.1068 | 1.0521 |
219
- | No log | 18.6667 | 336 | 1.2330 | 0.6102 | 1.2330 | 1.1104 |
220
- | No log | 18.7778 | 338 | 1.4022 | 0.6111 | 1.4022 | 1.1841 |
221
- | No log | 18.8889 | 340 | 1.3913 | 0.5909 | 1.3913 | 1.1795 |
222
- | No log | 19.0 | 342 | 1.5235 | 0.5667 | 1.5235 | 1.2343 |
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- | No log | 19.1111 | 344 | 1.3536 | 0.6067 | 1.3536 | 1.1634 |
224
- | No log | 19.2222 | 346 | 1.1047 | 0.6190 | 1.1047 | 1.0511 |
225
- | No log | 19.3333 | 348 | 0.9443 | 0.6795 | 0.9443 | 0.9717 |
226
- | No log | 19.4444 | 350 | 0.9406 | 0.6667 | 0.9406 | 0.9699 |
227
- | No log | 19.5556 | 352 | 1.0394 | 0.6590 | 1.0394 | 1.0195 |
228
- | No log | 19.6667 | 354 | 1.2997 | 0.5967 | 1.2997 | 1.1400 |
229
- | No log | 19.7778 | 356 | 1.4513 | 0.5914 | 1.4513 | 1.2047 |
230
- | No log | 19.8889 | 358 | 1.3927 | 0.6011 | 1.3927 | 1.1801 |
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- | No log | 20.0 | 360 | 1.3212 | 0.6145 | 1.3212 | 1.1494 |
232
- | No log | 20.1111 | 362 | 1.1635 | 0.6067 | 1.1635 | 1.0787 |
233
- | No log | 20.2222 | 364 | 1.1769 | 0.6188 | 1.1769 | 1.0849 |
234
- | No log | 20.3333 | 366 | 1.3793 | 0.5746 | 1.3793 | 1.1744 |
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- | No log | 20.4444 | 368 | 1.4686 | 0.5746 | 1.4686 | 1.2118 |
236
- | No log | 20.5556 | 370 | 1.3330 | 0.5747 | 1.3330 | 1.1546 |
237
- | No log | 20.6667 | 372 | 1.1547 | 0.6076 | 1.1547 | 1.0745 |
238
- | No log | 20.7778 | 374 | 0.9797 | 0.6069 | 0.9797 | 0.9898 |
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- | No log | 20.8889 | 376 | 0.9288 | 0.6479 | 0.9288 | 0.9637 |
240
- | No log | 21.0 | 378 | 0.9880 | 0.6164 | 0.9880 | 0.9940 |
241
- | No log | 21.1111 | 380 | 1.1918 | 0.5988 | 1.1918 | 1.0917 |
242
- | No log | 21.2222 | 382 | 1.5025 | 0.5682 | 1.5025 | 1.2258 |
243
- | No log | 21.3333 | 384 | 1.6082 | 0.5761 | 1.6082 | 1.2681 |
244
- | No log | 21.4444 | 386 | 1.5796 | 0.5838 | 1.5796 | 1.2568 |
245
- | No log | 21.5556 | 388 | 1.5846 | 0.5838 | 1.5846 | 1.2588 |
246
- | No log | 21.6667 | 390 | 1.5492 | 0.5838 | 1.5492 | 1.2447 |
247
- | No log | 21.7778 | 392 | 1.4526 | 0.5761 | 1.4526 | 1.2053 |
248
- | No log | 21.8889 | 394 | 1.3504 | 0.5946 | 1.3504 | 1.1621 |
249
- | No log | 22.0 | 396 | 1.4497 | 0.5761 | 1.4497 | 1.2041 |
250
- | No log | 22.1111 | 398 | 1.5921 | 0.5455 | 1.5921 | 1.2618 |
251
- | No log | 22.2222 | 400 | 1.4697 | 0.5761 | 1.4697 | 1.2123 |
252
- | No log | 22.3333 | 402 | 1.3288 | 0.6292 | 1.3288 | 1.1527 |
253
- | No log | 22.4444 | 404 | 1.1724 | 0.5952 | 1.1724 | 1.0828 |
254
- | No log | 22.5556 | 406 | 1.1693 | 0.6061 | 1.1693 | 1.0813 |
255
- | No log | 22.6667 | 408 | 1.3036 | 0.625 | 1.3036 | 1.1418 |
256
- | No log | 22.7778 | 410 | 1.4612 | 0.5761 | 1.4612 | 1.2088 |
257
- | No log | 22.8889 | 412 | 1.5585 | 0.5833 | 1.5585 | 1.2484 |
258
- | No log | 23.0 | 414 | 1.3760 | 0.5870 | 1.3760 | 1.1730 |
259
- | No log | 23.1111 | 416 | 1.1576 | 0.6180 | 1.1576 | 1.0759 |
260
- | No log | 23.2222 | 418 | 1.0295 | 0.6587 | 1.0295 | 1.0146 |
261
- | No log | 23.3333 | 420 | 1.0303 | 0.6543 | 1.0303 | 1.0151 |
262
- | No log | 23.4444 | 422 | 1.1432 | 0.6395 | 1.1432 | 1.0692 |
263
- | No log | 23.5556 | 424 | 1.5041 | 0.6129 | 1.5041 | 1.2264 |
264
- | No log | 23.6667 | 426 | 1.9284 | 0.5217 | 1.9284 | 1.3887 |
265
- | No log | 23.7778 | 428 | 2.2810 | 0.4340 | 2.2810 | 1.5103 |
266
- | No log | 23.8889 | 430 | 2.1676 | 0.4593 | 2.1676 | 1.4723 |
267
- | No log | 24.0 | 432 | 1.7406 | 0.5258 | 1.7406 | 1.3193 |
268
- | No log | 24.1111 | 434 | 1.3340 | 0.5763 | 1.3340 | 1.1550 |
269
- | No log | 24.2222 | 436 | 1.1398 | 0.6087 | 1.1398 | 1.0676 |
270
- | No log | 24.3333 | 438 | 1.0984 | 0.6164 | 1.0984 | 1.0481 |
271
- | No log | 24.4444 | 440 | 1.1596 | 0.6303 | 1.1596 | 1.0768 |
272
- | No log | 24.5556 | 442 | 1.4142 | 0.6222 | 1.4142 | 1.1892 |
273
- | No log | 24.6667 | 444 | 1.7212 | 0.5106 | 1.7212 | 1.3120 |
274
- | No log | 24.7778 | 446 | 1.8292 | 0.4086 | 1.8292 | 1.3525 |
275
- | No log | 24.8889 | 448 | 1.5978 | 0.5217 | 1.5978 | 1.2640 |
276
- | No log | 25.0 | 450 | 1.4470 | 0.5746 | 1.4470 | 1.2029 |
277
- | No log | 25.1111 | 452 | 1.4166 | 0.5810 | 1.4166 | 1.1902 |
278
- | No log | 25.2222 | 454 | 1.3359 | 0.6102 | 1.3359 | 1.1558 |
279
- | No log | 25.3333 | 456 | 1.2434 | 0.6163 | 1.2434 | 1.1151 |
280
- | No log | 25.4444 | 458 | 1.2449 | 0.6 | 1.2449 | 1.1157 |
281
- | No log | 25.5556 | 460 | 1.3956 | 0.6067 | 1.3956 | 1.1814 |
282
- | No log | 25.6667 | 462 | 1.5761 | 0.5789 | 1.5761 | 1.2554 |
283
- | No log | 25.7778 | 464 | 1.8954 | 0.4948 | 1.8954 | 1.3767 |
284
- | No log | 25.8889 | 466 | 1.9957 | 0.4615 | 1.9957 | 1.4127 |
285
- | No log | 26.0 | 468 | 1.8390 | 0.4737 | 1.8390 | 1.3561 |
286
- | No log | 26.1111 | 470 | 1.4116 | 0.6102 | 1.4116 | 1.1881 |
287
- | No log | 26.2222 | 472 | 1.0842 | 0.6275 | 1.0842 | 1.0413 |
288
- | No log | 26.3333 | 474 | 1.0009 | 0.6405 | 1.0009 | 1.0004 |
289
- | No log | 26.4444 | 476 | 0.9795 | 0.6494 | 0.9795 | 0.9897 |
290
- | No log | 26.5556 | 478 | 1.0297 | 0.65 | 1.0297 | 1.0147 |
291
- | No log | 26.6667 | 480 | 1.1898 | 0.6108 | 1.1898 | 1.0908 |
292
- | No log | 26.7778 | 482 | 1.4596 | 0.5683 | 1.4596 | 1.2081 |
293
- | No log | 26.8889 | 484 | 1.6103 | 0.5561 | 1.6103 | 1.2690 |
294
- | No log | 27.0 | 486 | 1.5411 | 0.5622 | 1.5411 | 1.2414 |
295
- | No log | 27.1111 | 488 | 1.3088 | 0.5870 | 1.3088 | 1.1440 |
296
- | No log | 27.2222 | 490 | 1.1308 | 0.6480 | 1.1308 | 1.0634 |
297
- | No log | 27.3333 | 492 | 1.1116 | 0.6480 | 1.1116 | 1.0543 |
298
- | No log | 27.4444 | 494 | 1.1553 | 0.6667 | 1.1553 | 1.0749 |
299
- | No log | 27.5556 | 496 | 1.1153 | 0.6628 | 1.1153 | 1.0561 |
300
- | No log | 27.6667 | 498 | 1.0143 | 0.6460 | 1.0143 | 1.0071 |
301
- | 0.3702 | 27.7778 | 500 | 0.9431 | 0.6234 | 0.9431 | 0.9711 |
302
- | 0.3702 | 27.8889 | 502 | 0.9276 | 0.6154 | 0.9276 | 0.9631 |
303
- | 0.3702 | 28.0 | 504 | 0.9448 | 0.6014 | 0.9448 | 0.9720 |
304
- | 0.3702 | 28.1111 | 506 | 1.0254 | 0.6792 | 1.0254 | 1.0126 |
305
- | 0.3702 | 28.2222 | 508 | 1.2043 | 0.6509 | 1.2043 | 1.0974 |
306
- | 0.3702 | 28.3333 | 510 | 1.4090 | 0.5652 | 1.4090 | 1.1870 |
307
- | 0.3702 | 28.4444 | 512 | 1.5250 | 0.5668 | 1.5250 | 1.2349 |
308
- | 0.3702 | 28.5556 | 514 | 1.4305 | 0.5989 | 1.4305 | 1.1960 |
309
- | 0.3702 | 28.6667 | 516 | 1.2862 | 0.5989 | 1.2862 | 1.1341 |
310
- | 0.3702 | 28.7778 | 518 | 1.1436 | 0.6480 | 1.1436 | 1.0694 |
311
- | 0.3702 | 28.8889 | 520 | 1.1807 | 0.6333 | 1.1807 | 1.0866 |
312
- | 0.3702 | 29.0 | 522 | 1.2625 | 0.6054 | 1.2625 | 1.1236 |
313
- | 0.3702 | 29.1111 | 524 | 1.3500 | 0.5870 | 1.3500 | 1.1619 |
314
- | 0.3702 | 29.2222 | 526 | 1.4283 | 0.5870 | 1.4283 | 1.1951 |
315
- | 0.3702 | 29.3333 | 528 | 1.6601 | 0.5528 | 1.6601 | 1.2884 |
316
- | 0.3702 | 29.4444 | 530 | 1.7465 | 0.5320 | 1.7465 | 1.3216 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
317
 
318
 
319
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k5_task1_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k5_task1_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.1548
19
+ - Qwk: 0.5818
20
+ - Mse: 1.1548
21
+ - Rmse: 1.0746
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0909 | 2 | 7.0432 | 0.0 | 7.0432 | 2.6539 |
53
+ | No log | 0.1818 | 4 | 4.7993 | 0.0576 | 4.7993 | 2.1907 |
54
+ | No log | 0.2727 | 6 | 4.4660 | -0.0381 | 4.4660 | 2.1133 |
55
+ | No log | 0.3636 | 8 | 3.7402 | -0.0388 | 3.7402 | 1.9340 |
56
+ | No log | 0.4545 | 10 | 2.2100 | 0.1085 | 2.2100 | 1.4866 |
57
+ | No log | 0.5455 | 12 | 2.0106 | 0.1897 | 2.0106 | 1.4180 |
58
+ | No log | 0.6364 | 14 | 2.7029 | 0.0129 | 2.7029 | 1.6441 |
59
+ | No log | 0.7273 | 16 | 2.6636 | 0.0136 | 2.6636 | 1.6321 |
60
+ | No log | 0.8182 | 18 | 2.0844 | 0.0976 | 2.0844 | 1.4438 |
61
+ | No log | 0.9091 | 20 | 1.8139 | 0.1818 | 1.8139 | 1.3468 |
62
+ | No log | 1.0 | 22 | 1.7392 | 0.1869 | 1.7392 | 1.3188 |
63
+ | No log | 1.0909 | 24 | 1.7219 | 0.1698 | 1.7219 | 1.3122 |
64
+ | No log | 1.1818 | 26 | 1.6775 | 0.1682 | 1.6775 | 1.2952 |
65
+ | No log | 1.2727 | 28 | 1.7384 | 0.2393 | 1.7384 | 1.3185 |
66
+ | No log | 1.3636 | 30 | 2.0328 | 0.2388 | 2.0328 | 1.4258 |
67
+ | No log | 1.4545 | 32 | 2.5144 | 0.1500 | 2.5144 | 1.5857 |
68
+ | No log | 1.5455 | 34 | 2.7594 | 0.1358 | 2.7594 | 1.6611 |
69
+ | No log | 1.6364 | 36 | 2.7724 | 0.1412 | 2.7724 | 1.6651 |
70
+ | No log | 1.7273 | 38 | 2.2159 | 0.2436 | 2.2159 | 1.4886 |
71
+ | No log | 1.8182 | 40 | 1.4492 | 0.4328 | 1.4492 | 1.2038 |
72
+ | No log | 1.9091 | 42 | 1.2934 | 0.3478 | 1.2934 | 1.1373 |
73
+ | No log | 2.0 | 44 | 1.4330 | 0.2523 | 1.4330 | 1.1971 |
74
+ | No log | 2.0909 | 46 | 1.3957 | 0.3051 | 1.3957 | 1.1814 |
75
+ | No log | 2.1818 | 48 | 1.4973 | 0.4361 | 1.4973 | 1.2236 |
76
+ | No log | 2.2727 | 50 | 2.3139 | 0.1667 | 2.3139 | 1.5212 |
77
+ | No log | 2.3636 | 52 | 3.1541 | 0.1932 | 3.1541 | 1.7760 |
78
+ | No log | 2.4545 | 54 | 3.4796 | 0.1878 | 3.4796 | 1.8654 |
79
+ | No log | 2.5455 | 56 | 3.1067 | 0.1932 | 3.1067 | 1.7626 |
80
+ | No log | 2.6364 | 58 | 2.1960 | 0.2353 | 2.1960 | 1.4819 |
81
+ | No log | 2.7273 | 60 | 1.3527 | 0.5263 | 1.3527 | 1.1631 |
82
+ | No log | 2.8182 | 62 | 1.1262 | 0.5512 | 1.1262 | 1.0612 |
83
+ | No log | 2.9091 | 64 | 1.1782 | 0.4959 | 1.1782 | 1.0855 |
84
+ | No log | 3.0 | 66 | 1.2723 | 0.3793 | 1.2723 | 1.1280 |
85
+ | No log | 3.0909 | 68 | 1.1696 | 0.4921 | 1.1696 | 1.0815 |
86
+ | No log | 3.1818 | 70 | 1.2456 | 0.5191 | 1.2456 | 1.1161 |
87
+ | No log | 3.2727 | 72 | 1.5253 | 0.5211 | 1.5253 | 1.2350 |
88
+ | No log | 3.3636 | 74 | 1.4781 | 0.5 | 1.4781 | 1.2158 |
89
+ | No log | 3.4545 | 76 | 1.3688 | 0.5522 | 1.3688 | 1.1700 |
90
+ | No log | 3.5455 | 78 | 1.1980 | 0.5522 | 1.1980 | 1.0945 |
91
+ | No log | 3.6364 | 80 | 1.1748 | 0.5778 | 1.1748 | 1.0839 |
92
+ | No log | 3.7273 | 82 | 1.1942 | 0.5797 | 1.1942 | 1.0928 |
93
+ | No log | 3.8182 | 84 | 1.4308 | 0.5616 | 1.4308 | 1.1961 |
94
+ | No log | 3.9091 | 86 | 1.7411 | 0.4371 | 1.7411 | 1.3195 |
95
+ | No log | 4.0 | 88 | 2.1811 | 0.2857 | 2.1811 | 1.4769 |
96
+ | No log | 4.0909 | 90 | 2.0262 | 0.3804 | 2.0262 | 1.4234 |
97
+ | No log | 4.1818 | 92 | 1.2558 | 0.5752 | 1.2558 | 1.1206 |
98
+ | No log | 4.2727 | 94 | 0.8447 | 0.7692 | 0.8447 | 0.9191 |
99
+ | No log | 4.3636 | 96 | 0.9467 | 0.6621 | 0.9467 | 0.9730 |
100
+ | No log | 4.4545 | 98 | 1.1605 | 0.5906 | 1.1605 | 1.0773 |
101
+ | No log | 4.5455 | 100 | 1.3124 | 0.5031 | 1.3124 | 1.1456 |
102
+ | No log | 4.6364 | 102 | 1.3876 | 0.5119 | 1.3876 | 1.1780 |
103
+ | No log | 4.7273 | 104 | 1.3958 | 0.5870 | 1.3958 | 1.1814 |
104
+ | No log | 4.8182 | 106 | 1.2798 | 0.5829 | 1.2798 | 1.1313 |
105
+ | No log | 4.9091 | 108 | 1.0755 | 0.5976 | 1.0755 | 1.0371 |
106
+ | No log | 5.0 | 110 | 1.0042 | 0.5915 | 1.0042 | 1.0021 |
107
+ | No log | 5.0909 | 112 | 0.9956 | 0.6187 | 0.9956 | 0.9978 |
108
+ | No log | 5.1818 | 114 | 0.9930 | 0.6294 | 0.9930 | 0.9965 |
109
+ | No log | 5.2727 | 116 | 1.2473 | 0.5767 | 1.2473 | 1.1168 |
110
+ | No log | 5.3636 | 118 | 1.6764 | 0.4813 | 1.6764 | 1.2948 |
111
+ | No log | 5.4545 | 120 | 1.7206 | 0.5 | 1.7206 | 1.3117 |
112
+ | No log | 5.5455 | 122 | 1.2510 | 0.6 | 1.2510 | 1.1185 |
113
+ | No log | 5.6364 | 124 | 1.1697 | 0.6265 | 1.1697 | 1.0815 |
114
+ | No log | 5.7273 | 126 | 1.2402 | 0.6087 | 1.2402 | 1.1136 |
115
+ | No log | 5.8182 | 128 | 1.3165 | 0.5833 | 1.3165 | 1.1474 |
116
+ | No log | 5.9091 | 130 | 1.6706 | 0.4947 | 1.6706 | 1.2925 |
117
+ | No log | 6.0 | 132 | 1.7404 | 0.5279 | 1.7404 | 1.3192 |
118
+ | No log | 6.0909 | 134 | 1.4449 | 0.5263 | 1.4449 | 1.2020 |
119
+ | No log | 6.1818 | 136 | 1.1875 | 0.5641 | 1.1875 | 1.0897 |
120
+ | No log | 6.2727 | 138 | 1.1392 | 0.5714 | 1.1392 | 1.0673 |
121
+ | No log | 6.3636 | 140 | 1.3055 | 0.5444 | 1.3055 | 1.1426 |
122
+ | No log | 6.4545 | 142 | 1.8166 | 0.5027 | 1.8166 | 1.3478 |
123
+ | No log | 6.5455 | 144 | 2.3564 | 0.4171 | 2.3564 | 1.5351 |
124
+ | No log | 6.6364 | 146 | 2.2988 | 0.4171 | 2.2988 | 1.5162 |
125
+ | No log | 6.7273 | 148 | 2.0022 | 0.4560 | 2.0022 | 1.4150 |
126
+ | No log | 6.8182 | 150 | 1.3495 | 0.5294 | 1.3495 | 1.1617 |
127
+ | No log | 6.9091 | 152 | 0.8825 | 0.7114 | 0.8825 | 0.9394 |
128
+ | No log | 7.0 | 154 | 0.8121 | 0.6986 | 0.8121 | 0.9012 |
129
+ | No log | 7.0909 | 156 | 0.8969 | 0.6892 | 0.8969 | 0.9470 |
130
+ | No log | 7.1818 | 158 | 1.1052 | 0.5921 | 1.1052 | 1.0513 |
131
+ | No log | 7.2727 | 160 | 1.1133 | 0.5949 | 1.1133 | 1.0551 |
132
+ | No log | 7.3636 | 162 | 1.1010 | 0.5695 | 1.1010 | 1.0493 |
133
+ | No log | 7.4545 | 164 | 1.0986 | 0.5972 | 1.0986 | 1.0481 |
134
+ | No log | 7.5455 | 166 | 1.0697 | 0.6351 | 1.0697 | 1.0342 |
135
+ | No log | 7.6364 | 168 | 0.9968 | 0.6429 | 0.9968 | 0.9984 |
136
+ | No log | 7.7273 | 170 | 1.0379 | 0.6383 | 1.0379 | 1.0188 |
137
+ | No log | 7.8182 | 172 | 1.0564 | 0.6014 | 1.0564 | 1.0278 |
138
+ | No log | 7.9091 | 174 | 1.0333 | 0.5793 | 1.0333 | 1.0165 |
139
+ | No log | 8.0 | 176 | 1.0625 | 0.5563 | 1.0625 | 1.0308 |
140
+ | No log | 8.0909 | 178 | 1.0999 | 0.6173 | 1.0999 | 1.0488 |
141
+ | No log | 8.1818 | 180 | 1.1739 | 0.6279 | 1.1739 | 1.0835 |
142
+ | No log | 8.2727 | 182 | 1.0895 | 0.6258 | 1.0895 | 1.0438 |
143
+ | No log | 8.3636 | 184 | 0.8982 | 0.6364 | 0.8982 | 0.9477 |
144
+ | No log | 8.4545 | 186 | 0.8550 | 0.6757 | 0.8550 | 0.9247 |
145
+ | No log | 8.5455 | 188 | 0.8573 | 0.7020 | 0.8573 | 0.9259 |
146
+ | No log | 8.6364 | 190 | 0.9556 | 0.6494 | 0.9556 | 0.9776 |
147
+ | No log | 8.7273 | 192 | 0.9062 | 0.6389 | 0.9062 | 0.9520 |
148
+ | No log | 8.8182 | 194 | 0.8144 | 0.6715 | 0.8144 | 0.9024 |
149
+ | No log | 8.9091 | 196 | 0.8099 | 0.6715 | 0.8099 | 0.8999 |
150
+ | No log | 9.0 | 198 | 0.9011 | 0.5778 | 0.9011 | 0.9493 |
151
+ | No log | 9.0909 | 200 | 1.2306 | 0.6038 | 1.2306 | 1.1093 |
152
+ | No log | 9.1818 | 202 | 1.7335 | 0.4828 | 1.7335 | 1.3166 |
153
+ | No log | 9.2727 | 204 | 2.0754 | 0.4653 | 2.0754 | 1.4406 |
154
+ | No log | 9.3636 | 206 | 1.8809 | 0.5052 | 1.8809 | 1.3715 |
155
+ | No log | 9.4545 | 208 | 1.3508 | 0.6023 | 1.3508 | 1.1622 |
156
+ | No log | 9.5455 | 210 | 0.8869 | 0.7073 | 0.8869 | 0.9417 |
157
+ | No log | 9.6364 | 212 | 0.7251 | 0.7368 | 0.7251 | 0.8515 |
158
+ | No log | 9.7273 | 214 | 0.7421 | 0.7397 | 0.7421 | 0.8615 |
159
+ | No log | 9.8182 | 216 | 0.7468 | 0.7397 | 0.7468 | 0.8642 |
160
+ | No log | 9.9091 | 218 | 0.7299 | 0.7568 | 0.7299 | 0.8543 |
161
+ | No log | 10.0 | 220 | 0.7621 | 0.7152 | 0.7621 | 0.8730 |
162
+ | No log | 10.0909 | 222 | 0.9046 | 0.6923 | 0.9046 | 0.9511 |
163
+ | No log | 10.1818 | 224 | 1.0021 | 0.6923 | 1.0021 | 1.0010 |
164
+ | No log | 10.2727 | 226 | 0.8804 | 0.6923 | 0.8804 | 0.9383 |
165
+ | No log | 10.3636 | 228 | 0.9465 | 0.6743 | 0.9465 | 0.9729 |
166
+ | No log | 10.4545 | 230 | 1.1608 | 0.5930 | 1.1608 | 1.0774 |
167
+ | No log | 10.5455 | 232 | 1.1516 | 0.5767 | 1.1516 | 1.0731 |
168
+ | No log | 10.6364 | 234 | 1.0296 | 0.6122 | 1.0296 | 1.0147 |
169
+ | No log | 10.7273 | 236 | 1.0266 | 0.6154 | 1.0266 | 1.0132 |
170
+ | No log | 10.8182 | 238 | 1.1703 | 0.5789 | 1.1703 | 1.0818 |
171
+ | No log | 10.9091 | 240 | 1.4450 | 0.5318 | 1.4450 | 1.2021 |
172
+ | No log | 11.0 | 242 | 1.4568 | 0.5618 | 1.4568 | 1.2070 |
173
+ | No log | 11.0909 | 244 | 1.5594 | 0.5761 | 1.5594 | 1.2488 |
174
+ | No log | 11.1818 | 246 | 1.3630 | 0.5967 | 1.3630 | 1.1675 |
175
+ | No log | 11.2727 | 248 | 0.9548 | 0.6585 | 0.9548 | 0.9772 |
176
+ | No log | 11.3636 | 250 | 0.8349 | 0.6909 | 0.8349 | 0.9137 |
177
+ | No log | 11.4545 | 252 | 0.8231 | 0.6909 | 0.8231 | 0.9072 |
178
+ | No log | 11.5455 | 254 | 0.8584 | 0.7024 | 0.8584 | 0.9265 |
179
+ | No log | 11.6364 | 256 | 0.9392 | 0.7126 | 0.9392 | 0.9691 |
180
+ | No log | 11.7273 | 258 | 0.8872 | 0.7024 | 0.8872 | 0.9419 |
181
+ | No log | 11.8182 | 260 | 0.8002 | 0.6797 | 0.8002 | 0.8946 |
182
+ | No log | 11.9091 | 262 | 0.8058 | 0.6711 | 0.8058 | 0.8977 |
183
+ | No log | 12.0 | 264 | 0.8530 | 0.7152 | 0.8530 | 0.9236 |
184
+ | No log | 12.0909 | 266 | 0.8670 | 0.6875 | 0.8670 | 0.9311 |
185
+ | No log | 12.1818 | 268 | 1.0330 | 0.6514 | 1.0330 | 1.0164 |
186
+ | No log | 12.2727 | 270 | 1.1047 | 0.6358 | 1.1047 | 1.0511 |
187
+ | No log | 12.3636 | 272 | 1.1348 | 0.6358 | 1.1348 | 1.0653 |
188
+ | No log | 12.4545 | 274 | 1.2069 | 0.6358 | 1.2069 | 1.0986 |
189
+ | No log | 12.5455 | 276 | 1.2853 | 0.6257 | 1.2853 | 1.1337 |
190
+ | No log | 12.6364 | 278 | 1.2370 | 0.6480 | 1.2370 | 1.1122 |
191
+ | No log | 12.7273 | 280 | 1.2400 | 0.6739 | 1.2400 | 1.1135 |
192
+ | No log | 12.8182 | 282 | 1.1674 | 0.6629 | 1.1674 | 1.0805 |
193
+ | No log | 12.9091 | 284 | 1.1090 | 0.6703 | 1.1090 | 1.0531 |
194
+ | No log | 13.0 | 286 | 1.1105 | 0.6517 | 1.1105 | 1.0538 |
195
+ | No log | 13.0909 | 288 | 1.2106 | 0.6630 | 1.2106 | 1.1003 |
196
+ | No log | 13.1818 | 290 | 1.4057 | 0.5989 | 1.4057 | 1.1856 |
197
+ | No log | 13.2727 | 292 | 1.4129 | 0.6077 | 1.4129 | 1.1886 |
198
+ | No log | 13.3636 | 294 | 1.3485 | 0.6264 | 1.3485 | 1.1612 |
199
+ | No log | 13.4545 | 296 | 1.2935 | 0.6448 | 1.2935 | 1.1373 |
200
+ | No log | 13.5455 | 298 | 1.0415 | 0.6279 | 1.0415 | 1.0205 |
201
+ | No log | 13.6364 | 300 | 0.8670 | 0.7024 | 0.8670 | 0.9311 |
202
+ | No log | 13.7273 | 302 | 0.8423 | 0.7219 | 0.8423 | 0.9177 |
203
+ | No log | 13.8182 | 304 | 0.8728 | 0.7143 | 0.8728 | 0.9342 |
204
+ | No log | 13.9091 | 306 | 1.0183 | 0.6667 | 1.0183 | 1.0091 |
205
+ | No log | 14.0 | 308 | 1.0893 | 0.6316 | 1.0893 | 1.0437 |
206
+ | No log | 14.0909 | 310 | 1.0043 | 0.6747 | 1.0043 | 1.0021 |
207
+ | No log | 14.1818 | 312 | 0.9247 | 0.6980 | 0.9247 | 0.9616 |
208
+ | No log | 14.2727 | 314 | 0.9261 | 0.6757 | 0.9261 | 0.9624 |
209
+ | No log | 14.3636 | 316 | 0.9781 | 0.6410 | 0.9781 | 0.9890 |
210
+ | No log | 14.4545 | 318 | 1.1998 | 0.5917 | 1.1998 | 1.0953 |
211
+ | No log | 14.5455 | 320 | 1.5234 | 0.5543 | 1.5234 | 1.2343 |
212
+ | No log | 14.6364 | 322 | 1.6561 | 0.5579 | 1.6561 | 1.2869 |
213
+ | No log | 14.7273 | 324 | 1.5265 | 0.5914 | 1.5265 | 1.2355 |
214
+ | No log | 14.8182 | 326 | 1.1477 | 0.6154 | 1.1477 | 1.0713 |
215
+ | No log | 14.9091 | 328 | 0.9430 | 0.6536 | 0.9430 | 0.9711 |
216
+ | No log | 15.0 | 330 | 0.9076 | 0.6849 | 0.9076 | 0.9527 |
217
+ | No log | 15.0909 | 332 | 0.9247 | 0.6849 | 0.9247 | 0.9616 |
218
+ | No log | 15.1818 | 334 | 0.9275 | 0.6939 | 0.9275 | 0.9631 |
219
+ | No log | 15.2727 | 336 | 0.9341 | 0.6892 | 0.9341 | 0.9665 |
220
+ | No log | 15.3636 | 338 | 1.0084 | 0.5621 | 1.0084 | 1.0042 |
221
+ | No log | 15.4545 | 340 | 1.2017 | 0.6279 | 1.2017 | 1.0962 |
222
+ | No log | 15.5455 | 342 | 1.3358 | 0.6180 | 1.3358 | 1.1558 |
223
+ | No log | 15.6364 | 344 | 1.2982 | 0.6369 | 1.2982 | 1.1394 |
224
+ | No log | 15.7273 | 346 | 1.2645 | 0.6369 | 1.2645 | 1.1245 |
225
+ | No log | 15.8182 | 348 | 1.0570 | 0.5839 | 1.0570 | 1.0281 |
226
+ | No log | 15.9091 | 350 | 0.9500 | 0.6846 | 0.9500 | 0.9747 |
227
+ | No log | 16.0 | 352 | 0.9323 | 0.6939 | 0.9323 | 0.9656 |
228
+ | No log | 16.0909 | 354 | 0.9547 | 0.6711 | 0.9547 | 0.9771 |
229
+ | No log | 16.1818 | 356 | 1.0466 | 0.5935 | 1.0466 | 1.0230 |
230
+ | No log | 16.2727 | 358 | 1.1411 | 0.5854 | 1.1411 | 1.0682 |
231
+ | No log | 16.3636 | 360 | 1.2329 | 0.625 | 1.2329 | 1.1104 |
232
+ | No log | 16.4545 | 362 | 1.1645 | 0.6071 | 1.1645 | 1.0791 |
233
+ | No log | 16.5455 | 364 | 1.0331 | 0.5935 | 1.0331 | 1.0164 |
234
+ | No log | 16.6364 | 366 | 0.9716 | 0.6571 | 0.9716 | 0.9857 |
235
+ | No log | 16.7273 | 368 | 0.9800 | 0.6809 | 0.9800 | 0.9900 |
236
+ | No log | 16.8182 | 370 | 0.9740 | 0.6809 | 0.9740 | 0.9869 |
237
+ | No log | 16.9091 | 372 | 0.9738 | 0.6259 | 0.9738 | 0.9868 |
238
+ | No log | 17.0 | 374 | 0.9945 | 0.6452 | 0.9945 | 0.9972 |
239
+ | No log | 17.0909 | 376 | 1.1179 | 0.5904 | 1.1179 | 1.0573 |
240
+ | No log | 17.1818 | 378 | 1.3036 | 0.6235 | 1.3036 | 1.1418 |
241
+ | No log | 17.2727 | 380 | 1.4940 | 0.5549 | 1.4940 | 1.2223 |
242
+ | No log | 17.3636 | 382 | 1.5794 | 0.5349 | 1.5794 | 1.2567 |
243
+ | No log | 17.4545 | 384 | 1.4955 | 0.5412 | 1.4955 | 1.2229 |
244
+ | No log | 17.5455 | 386 | 1.2892 | 0.5952 | 1.2892 | 1.1354 |
245
+ | No log | 17.6364 | 388 | 1.1212 | 0.6049 | 1.1212 | 1.0589 |
246
+ | No log | 17.7273 | 390 | 1.0660 | 0.5946 | 1.0660 | 1.0325 |
247
+ | No log | 17.8182 | 392 | 1.1605 | 0.6309 | 1.1605 | 1.0772 |
248
+ | No log | 17.9091 | 394 | 1.2979 | 0.6 | 1.2979 | 1.1392 |
249
+ | No log | 18.0 | 396 | 1.2109 | 0.6104 | 1.2109 | 1.1004 |
250
+ | No log | 18.0909 | 398 | 1.0630 | 0.5655 | 1.0630 | 1.0310 |
251
+ | No log | 18.1818 | 400 | 0.9968 | 0.5556 | 0.9968 | 0.9984 |
252
+ | No log | 18.2727 | 402 | 0.9487 | 0.6301 | 0.9487 | 0.9740 |
253
+ | No log | 18.3636 | 404 | 0.8569 | 0.6944 | 0.8569 | 0.9257 |
254
+ | No log | 18.4545 | 406 | 0.8368 | 0.7123 | 0.8368 | 0.9148 |
255
+ | No log | 18.5455 | 408 | 0.8872 | 0.6806 | 0.8872 | 0.9419 |
256
+ | No log | 18.6364 | 410 | 1.0043 | 0.6541 | 1.0043 | 1.0022 |
257
+ | No log | 18.7273 | 412 | 1.0398 | 0.6541 | 1.0398 | 1.0197 |
258
+ | No log | 18.8182 | 414 | 0.9941 | 0.6369 | 0.9941 | 0.9971 |
259
+ | No log | 18.9091 | 416 | 0.8969 | 0.7 | 0.8969 | 0.9470 |
260
+ | No log | 19.0 | 418 | 0.8876 | 0.7044 | 0.8876 | 0.9421 |
261
+ | No log | 19.0909 | 420 | 0.8947 | 0.7 | 0.8947 | 0.9459 |
262
+ | No log | 19.1818 | 422 | 0.9946 | 0.6951 | 0.9946 | 0.9973 |
263
+ | No log | 19.2727 | 424 | 1.1375 | 0.6395 | 1.1375 | 1.0665 |
264
+ | No log | 19.3636 | 426 | 1.1242 | 0.6667 | 1.1242 | 1.0603 |
265
+ | No log | 19.4545 | 428 | 0.9831 | 0.7241 | 0.9831 | 0.9915 |
266
+ | No log | 19.5455 | 430 | 0.8843 | 0.7066 | 0.8843 | 0.9404 |
267
+ | No log | 19.6364 | 432 | 0.8527 | 0.7186 | 0.8527 | 0.9234 |
268
+ | No log | 19.7273 | 434 | 0.8066 | 0.7186 | 0.8066 | 0.8981 |
269
+ | No log | 19.8182 | 436 | 0.8217 | 0.7262 | 0.8217 | 0.9065 |
270
+ | No log | 19.9091 | 438 | 0.8408 | 0.7262 | 0.8408 | 0.9170 |
271
+ | No log | 20.0 | 440 | 0.8648 | 0.7089 | 0.8648 | 0.9300 |
272
+ | No log | 20.0909 | 442 | 0.8577 | 0.7105 | 0.8577 | 0.9261 |
273
+ | No log | 20.1818 | 444 | 0.9134 | 0.6711 | 0.9134 | 0.9557 |
274
+ | No log | 20.2727 | 446 | 0.9973 | 0.6443 | 0.9973 | 0.9986 |
275
+ | No log | 20.3636 | 448 | 1.0610 | 0.6329 | 1.0610 | 1.0301 |
276
+ | No log | 20.4545 | 450 | 1.1375 | 0.6071 | 1.1375 | 1.0666 |
277
+ | No log | 20.5455 | 452 | 1.1524 | 0.6272 | 1.1524 | 1.0735 |
278
+ | No log | 20.6364 | 454 | 1.1433 | 0.5868 | 1.1433 | 1.0692 |
279
+ | No log | 20.7273 | 456 | 1.1016 | 0.6310 | 1.1016 | 1.0496 |
280
+ | No log | 20.8182 | 458 | 1.0447 | 0.65 | 1.0447 | 1.0221 |
281
+ | No log | 20.9091 | 460 | 1.0552 | 0.6 | 1.0552 | 1.0272 |
282
+ | No log | 21.0 | 462 | 1.0738 | 0.5912 | 1.0738 | 1.0362 |
283
+ | No log | 21.0909 | 464 | 1.1234 | 0.6220 | 1.1234 | 1.0599 |
284
+ | No log | 21.1818 | 466 | 1.1442 | 0.6071 | 1.1442 | 1.0697 |
285
+ | No log | 21.2727 | 468 | 1.1797 | 0.6322 | 1.1797 | 1.0862 |
286
+ | No log | 21.3636 | 470 | 1.1670 | 0.6190 | 1.1670 | 1.0803 |
287
+ | No log | 21.4545 | 472 | 1.0513 | 0.6173 | 1.0513 | 1.0253 |
288
+ | No log | 21.5455 | 474 | 0.8771 | 0.6753 | 0.8771 | 0.9365 |
289
+ | No log | 21.6364 | 476 | 0.8271 | 0.6897 | 0.8271 | 0.9095 |
290
+ | No log | 21.7273 | 478 | 0.8293 | 0.6761 | 0.8293 | 0.9106 |
291
+ | No log | 21.8182 | 480 | 0.8458 | 0.6892 | 0.8458 | 0.9197 |
292
+ | No log | 21.9091 | 482 | 0.9514 | 0.6410 | 0.9514 | 0.9754 |
293
+ | No log | 22.0 | 484 | 1.0502 | 0.6173 | 1.0502 | 1.0248 |
294
+ | No log | 22.0909 | 486 | 1.0133 | 0.6543 | 1.0133 | 1.0066 |
295
+ | No log | 22.1818 | 488 | 0.9040 | 0.6710 | 0.9040 | 0.9508 |
296
+ | No log | 22.2727 | 490 | 0.8822 | 0.6755 | 0.8822 | 0.9393 |
297
+ | No log | 22.3636 | 492 | 0.8884 | 0.6755 | 0.8884 | 0.9425 |
298
+ | No log | 22.4545 | 494 | 0.9492 | 0.6351 | 0.9492 | 0.9743 |
299
+ | No log | 22.5455 | 496 | 1.0990 | 0.6225 | 1.0990 | 1.0483 |
300
+ | No log | 22.6364 | 498 | 1.3039 | 0.5679 | 1.3039 | 1.1419 |
301
+ | 0.4046 | 22.7273 | 500 | 1.4216 | 0.5581 | 1.4216 | 1.1923 |
302
+ | 0.4046 | 22.8182 | 502 | 1.4293 | 0.5946 | 1.4293 | 1.1956 |
303
+ | 0.4046 | 22.9091 | 504 | 1.3075 | 0.6120 | 1.3075 | 1.1435 |
304
+ | 0.4046 | 23.0 | 506 | 1.0965 | 0.6190 | 1.0965 | 1.0471 |
305
+ | 0.4046 | 23.0909 | 508 | 1.0194 | 0.6258 | 1.0194 | 1.0096 |
306
+ | 0.4046 | 23.1818 | 510 | 1.0049 | 0.6323 | 1.0049 | 1.0025 |
307
+ | 0.4046 | 23.2727 | 512 | 0.9991 | 0.6081 | 0.9991 | 0.9996 |
308
+ | 0.4046 | 23.3636 | 514 | 1.0673 | 0.6122 | 1.0673 | 1.0331 |
309
+ | 0.4046 | 23.4545 | 516 | 1.1190 | 0.6122 | 1.1190 | 1.0578 |
310
+ | 0.4046 | 23.5455 | 518 | 1.1141 | 0.6364 | 1.1141 | 1.0555 |
311
+ | 0.4046 | 23.6364 | 520 | 1.0809 | 0.6503 | 1.0809 | 1.0397 |
312
+ | 0.4046 | 23.7273 | 522 | 0.9484 | 0.6871 | 0.9484 | 0.9739 |
313
+ | 0.4046 | 23.8182 | 524 | 0.8550 | 0.7073 | 0.8550 | 0.9247 |
314
+ | 0.4046 | 23.9091 | 526 | 0.8579 | 0.7176 | 0.8579 | 0.9262 |
315
+ | 0.4046 | 24.0 | 528 | 0.8191 | 0.7412 | 0.8191 | 0.9051 |
316
+ | 0.4046 | 24.0909 | 530 | 0.7488 | 0.7425 | 0.7488 | 0.8654 |
317
+ | 0.4046 | 24.1818 | 532 | 0.7147 | 0.7059 | 0.7147 | 0.8454 |
318
+ | 0.4046 | 24.2727 | 534 | 0.7158 | 0.7162 | 0.7158 | 0.8460 |
319
+ | 0.4046 | 24.3636 | 536 | 0.7329 | 0.7310 | 0.7329 | 0.8561 |
320
+ | 0.4046 | 24.4545 | 538 | 0.7648 | 0.7123 | 0.7648 | 0.8745 |
321
+ | 0.4046 | 24.5455 | 540 | 0.8106 | 0.6667 | 0.8106 | 0.9003 |
322
+ | 0.4046 | 24.6364 | 542 | 0.8787 | 0.6577 | 0.8787 | 0.9374 |
323
+ | 0.4046 | 24.7273 | 544 | 0.9310 | 0.6533 | 0.9310 | 0.9649 |
324
+ | 0.4046 | 24.8182 | 546 | 0.9405 | 0.6623 | 0.9405 | 0.9698 |
325
+ | 0.4046 | 24.9091 | 548 | 0.8866 | 0.6581 | 0.8866 | 0.9416 |
326
+ | 0.4046 | 25.0 | 550 | 0.8372 | 0.7176 | 0.8372 | 0.9150 |
327
+ | 0.4046 | 25.0909 | 552 | 0.8282 | 0.7429 | 0.8282 | 0.9101 |
328
+ | 0.4046 | 25.1818 | 554 | 0.8299 | 0.7429 | 0.8299 | 0.9110 |
329
+ | 0.4046 | 25.2727 | 556 | 0.9244 | 0.7006 | 0.9244 | 0.9615 |
330
+ | 0.4046 | 25.3636 | 558 | 1.0952 | 0.6667 | 1.0952 | 1.0465 |
331
+ | 0.4046 | 25.4545 | 560 | 1.1436 | 0.6364 | 1.1436 | 1.0694 |
332
+ | 0.4046 | 25.5455 | 562 | 1.0574 | 0.6471 | 1.0574 | 1.0283 |
333
+ | 0.4046 | 25.6364 | 564 | 1.0133 | 0.6347 | 1.0133 | 1.0066 |
334
+ | 0.4046 | 25.7273 | 566 | 0.9425 | 0.6957 | 0.9425 | 0.9708 |
335
+ | 0.4046 | 25.8182 | 568 | 0.9257 | 0.6957 | 0.9257 | 0.9621 |
336
+ | 0.4046 | 25.9091 | 570 | 0.9443 | 0.6548 | 0.9443 | 0.9717 |
337
+ | 0.4046 | 26.0 | 572 | 0.8735 | 0.7251 | 0.8735 | 0.9346 |
338
+ | 0.4046 | 26.0909 | 574 | 0.8599 | 0.7326 | 0.8599 | 0.9273 |
339
+ | 0.4046 | 26.1818 | 576 | 0.8344 | 0.7381 | 0.8344 | 0.9134 |
340
+ | 0.4046 | 26.2727 | 578 | 0.8414 | 0.7170 | 0.8414 | 0.9173 |
341
+ | 0.4046 | 26.3636 | 580 | 0.9321 | 0.6447 | 0.9321 | 0.9655 |
342
+ | 0.4046 | 26.4545 | 582 | 0.9836 | 0.6225 | 0.9836 | 0.9917 |
343
+ | 0.4046 | 26.5455 | 584 | 0.9850 | 0.6447 | 0.9850 | 0.9925 |
344
+ | 0.4046 | 26.6364 | 586 | 1.0403 | 0.6625 | 1.0403 | 1.0199 |
345
+ | 0.4046 | 26.7273 | 588 | 1.1576 | 0.6303 | 1.1576 | 1.0759 |
346
+ | 0.4046 | 26.8182 | 590 | 1.1379 | 0.6303 | 1.1379 | 1.0667 |
347
+ | 0.4046 | 26.9091 | 592 | 1.1084 | 0.6309 | 1.1084 | 1.0528 |
348
+ | 0.4046 | 27.0 | 594 | 1.1486 | 0.6014 | 1.1486 | 1.0717 |
349
+ | 0.4046 | 27.0909 | 596 | 1.2096 | 0.5775 | 1.2096 | 1.0998 |
350
+ | 0.4046 | 27.1818 | 598 | 1.1340 | 0.5857 | 1.1340 | 1.0649 |
351
+ | 0.4046 | 27.2727 | 600 | 1.0519 | 0.5857 | 1.0519 | 1.0256 |
352
+ | 0.4046 | 27.3636 | 602 | 0.9867 | 0.6099 | 0.9867 | 0.9933 |
353
+ | 0.4046 | 27.4545 | 604 | 0.9303 | 0.5816 | 0.9303 | 0.9645 |
354
+ | 0.4046 | 27.5455 | 606 | 0.9372 | 0.6099 | 0.9372 | 0.9681 |
355
+ | 0.4046 | 27.6364 | 608 | 0.9315 | 0.5857 | 0.9315 | 0.9651 |
356
+ | 0.4046 | 27.7273 | 610 | 0.8884 | 0.6143 | 0.8884 | 0.9425 |
357
+ | 0.4046 | 27.8182 | 612 | 0.8339 | 0.6479 | 0.8339 | 0.9132 |
358
+ | 0.4046 | 27.9091 | 614 | 0.8449 | 0.6434 | 0.8449 | 0.9192 |
359
+ | 0.4046 | 28.0 | 616 | 0.8579 | 0.6667 | 0.8579 | 0.9262 |
360
+ | 0.4046 | 28.0909 | 618 | 0.9120 | 0.6667 | 0.9120 | 0.9550 |
361
+ | 0.4046 | 28.1818 | 620 | 0.9305 | 0.72 | 0.9305 | 0.9646 |
362
+ | 0.4046 | 28.2727 | 622 | 0.9004 | 0.72 | 0.9004 | 0.9489 |
363
+ | 0.4046 | 28.3636 | 624 | 0.8259 | 0.7241 | 0.8259 | 0.9088 |
364
+ | 0.4046 | 28.4545 | 626 | 0.7598 | 0.7273 | 0.7598 | 0.8717 |
365
+ | 0.4046 | 28.5455 | 628 | 0.7452 | 0.7152 | 0.7452 | 0.8633 |
366
+ | 0.4046 | 28.6364 | 630 | 0.7650 | 0.7152 | 0.7650 | 0.8746 |
367
+ | 0.4046 | 28.7273 | 632 | 0.8056 | 0.7152 | 0.8056 | 0.8975 |
368
+ | 0.4046 | 28.8182 | 634 | 0.8567 | 0.6667 | 0.8567 | 0.9256 |
369
+ | 0.4046 | 28.9091 | 636 | 0.9005 | 0.6533 | 0.9005 | 0.9489 |
370
+ | 0.4046 | 29.0 | 638 | 0.9417 | 0.6104 | 0.9417 | 0.9704 |
371
+ | 0.4046 | 29.0909 | 640 | 0.9661 | 0.6104 | 0.9661 | 0.9829 |
372
+ | 0.4046 | 29.1818 | 642 | 0.9280 | 0.6194 | 0.9280 | 0.9633 |
373
+ | 0.4046 | 29.2727 | 644 | 0.8677 | 0.6752 | 0.8677 | 0.9315 |
374
+ | 0.4046 | 29.3636 | 646 | 0.8186 | 0.7134 | 0.8186 | 0.9048 |
375
+ | 0.4046 | 29.4545 | 648 | 0.8097 | 0.7134 | 0.8097 | 0.8998 |
376
+ | 0.4046 | 29.5455 | 650 | 0.8434 | 0.6747 | 0.8434 | 0.9183 |
377
+ | 0.4046 | 29.6364 | 652 | 0.8916 | 0.6587 | 0.8916 | 0.9443 |
378
+ | 0.4046 | 29.7273 | 654 | 0.9518 | 0.6220 | 0.9518 | 0.9756 |
379
+ | 0.4046 | 29.8182 | 656 | 1.0218 | 0.6272 | 1.0218 | 1.0108 |
380
+ | 0.4046 | 29.9091 | 658 | 1.0832 | 0.6310 | 1.0832 | 1.0408 |
381
+ | 0.4046 | 30.0 | 660 | 1.0998 | 0.6145 | 1.0998 | 1.0487 |
382
+ | 0.4046 | 30.0909 | 662 | 1.0964 | 0.5976 | 1.0964 | 1.0471 |
383
+ | 0.4046 | 30.1818 | 664 | 1.0791 | 0.5963 | 1.0791 | 1.0388 |
384
+ | 0.4046 | 30.2727 | 666 | 1.0480 | 0.6173 | 1.0480 | 1.0237 |
385
+ | 0.4046 | 30.3636 | 668 | 1.0810 | 0.5963 | 1.0810 | 1.0397 |
386
+ | 0.4046 | 30.4545 | 670 | 1.1433 | 0.5860 | 1.1433 | 1.0693 |
387
+ | 0.4046 | 30.5455 | 672 | 1.1148 | 0.5860 | 1.1148 | 1.0558 |
388
+ | 0.4046 | 30.6364 | 674 | 1.0612 | 0.6410 | 1.0612 | 1.0301 |
389
+ | 0.4046 | 30.7273 | 676 | 1.0373 | 0.6174 | 1.0373 | 1.0185 |
390
+ | 0.4046 | 30.8182 | 678 | 1.0501 | 0.5867 | 1.0501 | 1.0247 |
391
+ | 0.4046 | 30.9091 | 680 | 1.0656 | 0.5860 | 1.0656 | 1.0323 |
392
+ | 0.4046 | 31.0 | 682 | 1.0483 | 0.5963 | 1.0483 | 1.0239 |
393
+ | 0.4046 | 31.0909 | 684 | 1.0488 | 0.5963 | 1.0488 | 1.0241 |
394
+ | 0.4046 | 31.1818 | 686 | 1.0661 | 0.6173 | 1.0661 | 1.0325 |
395
+ | 0.4046 | 31.2727 | 688 | 1.0502 | 0.6173 | 1.0502 | 1.0248 |
396
+ | 0.4046 | 31.3636 | 690 | 0.9595 | 0.6076 | 0.9595 | 0.9795 |
397
+ | 0.4046 | 31.4545 | 692 | 0.8660 | 0.6395 | 0.8660 | 0.9306 |
398
+ | 0.4046 | 31.5455 | 694 | 0.8189 | 0.6528 | 0.8189 | 0.9049 |
399
+ | 0.4046 | 31.6364 | 696 | 0.8001 | 0.6525 | 0.8001 | 0.8945 |
400
+ | 0.4046 | 31.7273 | 698 | 0.8249 | 0.625 | 0.8249 | 0.9083 |
401
+ | 0.4046 | 31.8182 | 700 | 0.8791 | 0.6538 | 0.8791 | 0.9376 |
402
+ | 0.4046 | 31.9091 | 702 | 0.9548 | 0.6347 | 0.9548 | 0.9772 |
403
+ | 0.4046 | 32.0 | 704 | 1.0050 | 0.6627 | 1.0050 | 1.0025 |
404
+ | 0.4046 | 32.0909 | 706 | 1.0015 | 0.6429 | 1.0015 | 1.0007 |
405
+ | 0.4046 | 32.1818 | 708 | 0.9482 | 0.6463 | 0.9482 | 0.9738 |
406
+ | 0.4046 | 32.2727 | 710 | 0.9209 | 0.6375 | 0.9209 | 0.9596 |
407
+ | 0.4046 | 32.3636 | 712 | 0.9616 | 0.6303 | 0.9616 | 0.9806 |
408
+ | 0.4046 | 32.4545 | 714 | 0.9915 | 0.6627 | 0.9915 | 0.9957 |
409
+ | 0.4046 | 32.5455 | 716 | 1.0425 | 0.6848 | 1.0425 | 1.0210 |
410
+ | 0.4046 | 32.6364 | 718 | 1.0643 | 0.6702 | 1.0643 | 1.0316 |
411
+ | 0.4046 | 32.7273 | 720 | 1.0375 | 0.6845 | 1.0375 | 1.0186 |
412
+ | 0.4046 | 32.8182 | 722 | 0.9881 | 0.6742 | 0.9881 | 0.9940 |
413
+ | 0.4046 | 32.9091 | 724 | 0.9437 | 0.6627 | 0.9437 | 0.9714 |
414
+ | 0.4046 | 33.0 | 726 | 0.9136 | 0.6747 | 0.9136 | 0.9558 |
415
+ | 0.4046 | 33.0909 | 728 | 0.8783 | 0.6494 | 0.8783 | 0.9372 |
416
+ | 0.4046 | 33.1818 | 730 | 0.8988 | 0.6623 | 0.8988 | 0.9480 |
417
+ | 0.4046 | 33.2727 | 732 | 0.9275 | 0.6623 | 0.9275 | 0.9631 |
418
+ | 0.4046 | 33.3636 | 734 | 0.9157 | 0.6623 | 0.9157 | 0.9569 |
419
+ | 0.4046 | 33.4545 | 736 | 0.8947 | 0.6623 | 0.8947 | 0.9459 |
420
+ | 0.4046 | 33.5455 | 738 | 0.8820 | 0.64 | 0.8820 | 0.9392 |
421
+ | 0.4046 | 33.6364 | 740 | 0.8285 | 0.6232 | 0.8285 | 0.9102 |
422
+ | 0.4046 | 33.7273 | 742 | 0.7913 | 0.6809 | 0.7913 | 0.8896 |
423
+ | 0.4046 | 33.8182 | 744 | 0.7976 | 0.6714 | 0.7976 | 0.8931 |
424
+ | 0.4046 | 33.9091 | 746 | 0.7914 | 0.6714 | 0.7914 | 0.8896 |
425
+ | 0.4046 | 34.0 | 748 | 0.8122 | 0.6711 | 0.8122 | 0.9012 |
426
+ | 0.4046 | 34.0909 | 750 | 0.8563 | 0.6667 | 0.8563 | 0.9254 |
427
+ | 0.4046 | 34.1818 | 752 | 0.8882 | 0.6988 | 0.8882 | 0.9425 |
428
+ | 0.4046 | 34.2727 | 754 | 0.9411 | 0.7143 | 0.9411 | 0.9701 |
429
+ | 0.4046 | 34.3636 | 756 | 1.0394 | 0.6272 | 1.0394 | 1.0195 |
430
+ | 0.4046 | 34.4545 | 758 | 1.2023 | 0.6154 | 1.2023 | 1.0965 |
431
+ | 0.4046 | 34.5455 | 760 | 1.2901 | 0.6154 | 1.2901 | 1.1358 |
432
+ | 0.4046 | 34.6364 | 762 | 1.2821 | 0.6154 | 1.2821 | 1.1323 |
433
+ | 0.4046 | 34.7273 | 764 | 1.2153 | 0.6310 | 1.2153 | 1.1024 |
434
+ | 0.4046 | 34.8182 | 766 | 1.0918 | 0.6375 | 1.0918 | 1.0449 |
435
+ | 0.4046 | 34.9091 | 768 | 0.9379 | 0.6133 | 0.9379 | 0.9684 |
436
+ | 0.4046 | 35.0 | 770 | 0.8515 | 0.6853 | 0.8515 | 0.9227 |
437
+ | 0.4046 | 35.0909 | 772 | 0.8155 | 0.6944 | 0.8155 | 0.9031 |
438
+ | 0.4046 | 35.1818 | 774 | 0.7995 | 0.7034 | 0.7995 | 0.8941 |
439
+ | 0.4046 | 35.2727 | 776 | 0.7935 | 0.7034 | 0.7935 | 0.8908 |
440
+ | 0.4046 | 35.3636 | 778 | 0.8102 | 0.6667 | 0.8102 | 0.9001 |
441
+ | 0.4046 | 35.4545 | 780 | 0.8382 | 0.6581 | 0.8382 | 0.9155 |
442
+ | 0.4046 | 35.5455 | 782 | 0.8677 | 0.6581 | 0.8677 | 0.9315 |
443
+ | 0.4046 | 35.6364 | 784 | 0.8736 | 0.6623 | 0.8736 | 0.9346 |
444
+ | 0.4046 | 35.7273 | 786 | 0.8846 | 0.6974 | 0.8846 | 0.9406 |
445
+ | 0.4046 | 35.8182 | 788 | 0.9117 | 0.6267 | 0.9117 | 0.9548 |
446
+ | 0.4046 | 35.9091 | 790 | 0.9436 | 0.5850 | 0.9436 | 0.9714 |
447
+ | 0.4046 | 36.0 | 792 | 0.9822 | 0.5972 | 0.9822 | 0.9911 |
448
+ | 0.4046 | 36.0909 | 794 | 0.9924 | 0.5816 | 0.9924 | 0.9962 |
449
+ | 0.4046 | 36.1818 | 796 | 1.0218 | 0.5857 | 1.0218 | 1.0108 |
450
+ | 0.4046 | 36.2727 | 798 | 1.0394 | 0.5857 | 1.0394 | 1.0195 |
451
+ | 0.4046 | 36.3636 | 800 | 1.0426 | 0.5857 | 1.0426 | 1.0211 |
452
+ | 0.4046 | 36.4545 | 802 | 1.0142 | 0.6056 | 1.0142 | 1.0071 |
453
+ | 0.4046 | 36.5455 | 804 | 0.9908 | 0.6154 | 0.9908 | 0.9954 |
454
+ | 0.4046 | 36.6364 | 806 | 0.9586 | 0.6712 | 0.9586 | 0.9791 |
455
+ | 0.4046 | 36.7273 | 808 | 0.9190 | 0.6621 | 0.9190 | 0.9586 |
456
+ | 0.4046 | 36.8182 | 810 | 0.8616 | 0.7162 | 0.8616 | 0.9282 |
457
+ | 0.4046 | 36.9091 | 812 | 0.8336 | 0.7162 | 0.8336 | 0.9130 |
458
+ | 0.4046 | 37.0 | 814 | 0.8160 | 0.6986 | 0.8160 | 0.9033 |
459
+ | 0.4046 | 37.0909 | 816 | 0.8480 | 0.7123 | 0.8480 | 0.9209 |
460
+ | 0.4046 | 37.1818 | 818 | 0.9101 | 0.6849 | 0.9101 | 0.9540 |
461
+ | 0.4046 | 37.2727 | 820 | 0.9549 | 0.6621 | 0.9549 | 0.9772 |
462
+ | 0.4046 | 37.3636 | 822 | 0.9671 | 0.6621 | 0.9671 | 0.9834 |
463
+ | 0.4046 | 37.4545 | 824 | 0.9737 | 0.6621 | 0.9737 | 0.9868 |
464
+ | 0.4046 | 37.5455 | 826 | 0.9401 | 0.6621 | 0.9401 | 0.9696 |
465
+ | 0.4046 | 37.6364 | 828 | 0.9222 | 0.6338 | 0.9222 | 0.9603 |
466
+ | 0.4046 | 37.7273 | 830 | 0.9148 | 0.6099 | 0.9148 | 0.9565 |
467
+ | 0.4046 | 37.8182 | 832 | 0.9506 | 0.6056 | 0.9506 | 0.9750 |
468
+ | 0.4046 | 37.9091 | 834 | 1.0379 | 0.6154 | 1.0379 | 1.0188 |
469
+ | 0.4046 | 38.0 | 836 | 1.1448 | 0.5912 | 1.1448 | 1.0699 |
470
+ | 0.4046 | 38.0909 | 838 | 1.1694 | 0.5802 | 1.1694 | 1.0814 |
471
+ | 0.4046 | 38.1818 | 840 | 1.1969 | 0.5890 | 1.1969 | 1.0940 |
472
+ | 0.4046 | 38.2727 | 842 | 1.1018 | 0.5912 | 1.1018 | 1.0497 |
473
+ | 0.4046 | 38.3636 | 844 | 1.0181 | 0.64 | 1.0181 | 1.0090 |
474
+ | 0.4046 | 38.4545 | 846 | 0.9920 | 0.6531 | 0.9920 | 0.9960 |
475
+ | 0.4046 | 38.5455 | 848 | 0.9940 | 0.6531 | 0.9940 | 0.9970 |
476
+ | 0.4046 | 38.6364 | 850 | 1.0534 | 0.6531 | 1.0534 | 1.0263 |
477
+ | 0.4046 | 38.7273 | 852 | 1.1168 | 0.6259 | 1.1168 | 1.0568 |
478
+ | 0.4046 | 38.8182 | 854 | 1.1389 | 0.6259 | 1.1389 | 1.0672 |
479
+ | 0.4046 | 38.9091 | 856 | 1.1574 | 0.6259 | 1.1574 | 1.0758 |
480
+ | 0.4046 | 39.0 | 858 | 1.1192 | 0.6438 | 1.1192 | 1.0579 |
481
+ | 0.4046 | 39.0909 | 860 | 1.0372 | 0.6345 | 1.0372 | 1.0184 |
482
+ | 0.4046 | 39.1818 | 862 | 0.9794 | 0.6531 | 0.9794 | 0.9896 |
483
+ | 0.4046 | 39.2727 | 864 | 0.9498 | 0.6531 | 0.9498 | 0.9746 |
484
+ | 0.4046 | 39.3636 | 866 | 0.9261 | 0.6757 | 0.9261 | 0.9623 |
485
+ | 0.4046 | 39.4545 | 868 | 0.8920 | 0.7044 | 0.8920 | 0.9445 |
486
+ | 0.4046 | 39.5455 | 870 | 0.8216 | 0.7561 | 0.8216 | 0.9064 |
487
+ | 0.4046 | 39.6364 | 872 | 0.7834 | 0.7456 | 0.7834 | 0.8851 |
488
+ | 0.4046 | 39.7273 | 874 | 0.7904 | 0.7529 | 0.7904 | 0.8890 |
489
+ | 0.4046 | 39.8182 | 876 | 0.8007 | 0.7574 | 0.8007 | 0.8948 |
490
+ | 0.4046 | 39.9091 | 878 | 0.7836 | 0.7407 | 0.7836 | 0.8852 |
491
+ | 0.4046 | 40.0 | 880 | 0.7544 | 0.7105 | 0.7544 | 0.8686 |
492
+ | 0.4046 | 40.0909 | 882 | 0.7412 | 0.7034 | 0.7412 | 0.8609 |
493
+ | 0.4046 | 40.1818 | 884 | 0.7206 | 0.7034 | 0.7206 | 0.8489 |
494
+ | 0.4046 | 40.2727 | 886 | 0.7245 | 0.6944 | 0.7245 | 0.8512 |
495
+ | 0.4046 | 40.3636 | 888 | 0.7141 | 0.7092 | 0.7141 | 0.8450 |
496
+ | 0.4046 | 40.4545 | 890 | 0.7025 | 0.7092 | 0.7025 | 0.8382 |
497
+ | 0.4046 | 40.5455 | 892 | 0.7140 | 0.7083 | 0.7140 | 0.8450 |
498
+ | 0.4046 | 40.6364 | 894 | 0.7552 | 0.6944 | 0.7552 | 0.8690 |
499
+ | 0.4046 | 40.7273 | 896 | 0.8403 | 0.6853 | 0.8403 | 0.9167 |
500
+ | 0.4046 | 40.8182 | 898 | 0.9477 | 0.6338 | 0.9477 | 0.9735 |
501
+ | 0.4046 | 40.9091 | 900 | 1.0580 | 0.6438 | 1.0580 | 1.0286 |
502
+ | 0.4046 | 41.0 | 902 | 1.0990 | 0.6415 | 1.0990 | 1.0483 |
503
+ | 0.4046 | 41.0909 | 904 | 1.0964 | 0.6024 | 1.0964 | 1.0471 |
504
+ | 0.4046 | 41.1818 | 906 | 1.0712 | 0.6182 | 1.0712 | 1.0350 |
505
+ | 0.4046 | 41.2727 | 908 | 1.0446 | 0.6296 | 1.0446 | 1.0221 |
506
+ | 0.4046 | 41.3636 | 910 | 1.0203 | 0.6460 | 1.0203 | 1.0101 |
507
+ | 0.4046 | 41.4545 | 912 | 0.9725 | 0.6438 | 0.9725 | 0.9862 |
508
+ | 0.4046 | 41.5455 | 914 | 0.9155 | 0.6712 | 0.9155 | 0.9568 |
509
+ | 0.4046 | 41.6364 | 916 | 0.8979 | 0.6892 | 0.8979 | 0.9476 |
510
+ | 0.4046 | 41.7273 | 918 | 0.9152 | 0.6759 | 0.9152 | 0.9566 |
511
+ | 0.4046 | 41.8182 | 920 | 0.9484 | 0.625 | 0.9484 | 0.9738 |
512
+ | 0.4046 | 41.9091 | 922 | 0.9909 | 0.625 | 0.9909 | 0.9954 |
513
+ | 0.4046 | 42.0 | 924 | 0.9900 | 0.6438 | 0.9900 | 0.9950 |
514
+ | 0.4046 | 42.0909 | 926 | 0.9387 | 0.6345 | 0.9387 | 0.9689 |
515
+ | 0.4046 | 42.1818 | 928 | 0.9040 | 0.6623 | 0.9040 | 0.9508 |
516
+ | 0.4046 | 42.2727 | 930 | 0.8729 | 0.6842 | 0.8729 | 0.9343 |
517
+ | 0.4046 | 42.3636 | 932 | 0.8484 | 0.6933 | 0.8484 | 0.9211 |
518
+ | 0.4046 | 42.4545 | 934 | 0.8362 | 0.6849 | 0.8362 | 0.9145 |
519
+ | 0.4046 | 42.5455 | 936 | 0.8416 | 0.6849 | 0.8416 | 0.9174 |
520
+ | 0.4046 | 42.6364 | 938 | 0.8883 | 0.64 | 0.8883 | 0.9425 |
521
+ | 0.4046 | 42.7273 | 940 | 0.9310 | 0.6623 | 0.9310 | 0.9649 |
522
+ | 0.4046 | 42.8182 | 942 | 0.9432 | 0.6623 | 0.9432 | 0.9712 |
523
+ | 0.4046 | 42.9091 | 944 | 0.9649 | 0.6405 | 0.9649 | 0.9823 |
524
+ | 0.4046 | 43.0 | 946 | 1.0033 | 0.6452 | 1.0033 | 1.0016 |
525
+ | 0.4046 | 43.0909 | 948 | 1.0405 | 0.6460 | 1.0405 | 1.0201 |
526
+ | 0.4046 | 43.1818 | 950 | 1.0304 | 0.6460 | 1.0304 | 1.0151 |
527
+ | 0.4046 | 43.2727 | 952 | 1.0553 | 0.6296 | 1.0553 | 1.0273 |
528
+ | 0.4046 | 43.3636 | 954 | 1.0044 | 0.6460 | 1.0044 | 1.0022 |
529
+ | 0.4046 | 43.4545 | 956 | 0.9622 | 0.6584 | 0.9622 | 0.9809 |
530
+ | 0.4046 | 43.5455 | 958 | 0.9384 | 0.6369 | 0.9384 | 0.9687 |
531
+ | 0.4046 | 43.6364 | 960 | 0.8829 | 0.6577 | 0.8829 | 0.9396 |
532
+ | 0.4046 | 43.7273 | 962 | 0.8695 | 0.625 | 0.8695 | 0.9325 |
533
+ | 0.4046 | 43.8182 | 964 | 0.8768 | 0.625 | 0.8768 | 0.9364 |
534
+ | 0.4046 | 43.9091 | 966 | 0.9365 | 0.6483 | 0.9365 | 0.9677 |
535
+ | 0.4046 | 44.0 | 968 | 1.0119 | 0.6483 | 1.0119 | 1.0059 |
536
+ | 0.4046 | 44.0909 | 970 | 1.1096 | 0.6014 | 1.1096 | 1.0534 |
537
+ | 0.4046 | 44.1818 | 972 | 1.2056 | 0.5694 | 1.2056 | 1.0980 |
538
+ | 0.4046 | 44.2727 | 974 | 1.2008 | 0.5874 | 1.2008 | 1.0958 |
539
+ | 0.4046 | 44.3636 | 976 | 1.1177 | 0.6014 | 1.1177 | 1.0572 |
540
+ | 0.4046 | 44.4545 | 978 | 0.9817 | 0.6434 | 0.9817 | 0.9908 |
541
+ | 0.4046 | 44.5455 | 980 | 0.8765 | 0.6389 | 0.8765 | 0.9362 |
542
+ | 0.4046 | 44.6364 | 982 | 0.8009 | 0.7114 | 0.8009 | 0.8949 |
543
+ | 0.4046 | 44.7273 | 984 | 0.7771 | 0.7237 | 0.7771 | 0.8815 |
544
+ | 0.4046 | 44.8182 | 986 | 0.8035 | 0.7170 | 0.8035 | 0.8964 |
545
+ | 0.4046 | 44.9091 | 988 | 0.8819 | 0.6747 | 0.8819 | 0.9391 |
546
+ | 0.4046 | 45.0 | 990 | 1.0064 | 0.6265 | 1.0064 | 1.0032 |
547
+ | 0.4046 | 45.0909 | 992 | 1.1082 | 0.6353 | 1.1082 | 1.0527 |
548
+ | 0.4046 | 45.1818 | 994 | 1.1278 | 0.6154 | 1.1278 | 1.0620 |
549
+ | 0.4046 | 45.2727 | 996 | 1.0867 | 0.6098 | 1.0867 | 1.0425 |
550
+ | 0.4046 | 45.3636 | 998 | 1.0089 | 0.6380 | 1.0089 | 1.0044 |
551
+ | 0.0597 | 45.4545 | 1000 | 0.9405 | 0.6581 | 0.9405 | 0.9698 |
552
+ | 0.0597 | 45.5455 | 1002 | 0.8834 | 0.6533 | 0.8834 | 0.9399 |
553
+ | 0.0597 | 45.6364 | 1004 | 0.8591 | 0.6755 | 0.8591 | 0.9269 |
554
+ | 0.0597 | 45.7273 | 1006 | 0.8678 | 0.6795 | 0.8678 | 0.9316 |
555
+ | 0.0597 | 45.8182 | 1008 | 0.8965 | 0.6581 | 0.8965 | 0.9468 |
556
+ | 0.0597 | 45.9091 | 1010 | 0.9084 | 0.6581 | 0.9084 | 0.9531 |
557
+ | 0.0597 | 46.0 | 1012 | 0.9248 | 0.6581 | 0.9248 | 0.9617 |
558
+ | 0.0597 | 46.0909 | 1014 | 0.9307 | 0.6711 | 0.9307 | 0.9647 |
559
+ | 0.0597 | 46.1818 | 1016 | 0.9247 | 0.6667 | 0.9247 | 0.9616 |
560
+ | 0.0597 | 46.2727 | 1018 | 0.9297 | 0.6528 | 0.9297 | 0.9642 |
561
+ | 0.0597 | 46.3636 | 1020 | 0.9223 | 0.6483 | 0.9223 | 0.9603 |
562
+ | 0.0597 | 46.4545 | 1022 | 0.9143 | 0.6712 | 0.9143 | 0.9562 |
563
+ | 0.0597 | 46.5455 | 1024 | 0.9694 | 0.6490 | 0.9694 | 0.9846 |
564
+ | 0.0597 | 46.6364 | 1026 | 1.0649 | 0.6497 | 1.0649 | 1.0320 |
565
+ | 0.0597 | 46.7273 | 1028 | 1.1012 | 0.6173 | 1.1012 | 1.0494 |
566
+ | 0.0597 | 46.8182 | 1030 | 1.1030 | 0.6173 | 1.1030 | 1.0503 |
567
+ | 0.0597 | 46.9091 | 1032 | 1.1548 | 0.5818 | 1.1548 | 1.0746 |
568
 
569
 
570
  ### Framework versions