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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k19_task2_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.8936
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- - Qwk: 0.3138
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- - Mse: 0.8936
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- - Rmse: 0.9453
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  ## Model description
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@@ -49,512 +49,261 @@ 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 | 0.0196 | 2 | 4.6279 | 0.0042 | 4.6279 | 2.1513 |
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- | No log | 0.0392 | 4 | 2.9984 | -0.0352 | 2.9984 | 1.7316 |
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- | No log | 0.0588 | 6 | 1.6894 | 0.0504 | 1.6894 | 1.2998 |
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- | No log | 0.0784 | 8 | 1.2847 | 0.0404 | 1.2847 | 1.1334 |
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- | No log | 0.0980 | 10 | 1.2215 | 0.1417 | 1.2215 | 1.1052 |
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- | No log | 0.1176 | 12 | 1.2259 | 0.1247 | 1.2259 | 1.1072 |
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- | No log | 0.1373 | 14 | 1.1893 | 0.1144 | 1.1893 | 1.0906 |
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- | No log | 0.1569 | 16 | 1.1804 | 0.0977 | 1.1804 | 1.0865 |
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- | No log | 0.1765 | 18 | 1.1977 | 0.1542 | 1.1977 | 1.0944 |
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- | No log | 0.1961 | 20 | 1.2483 | 0.1320 | 1.2483 | 1.1173 |
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- | No log | 0.2157 | 22 | 1.1910 | 0.1943 | 1.1910 | 1.0913 |
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- | No log | 0.2353 | 24 | 1.0642 | 0.2010 | 1.0642 | 1.0316 |
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- | No log | 0.2549 | 26 | 0.9800 | 0.2569 | 0.9800 | 0.9900 |
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- | No log | 0.2745 | 28 | 1.0199 | 0.2130 | 1.0199 | 1.0099 |
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- | No log | 0.2941 | 30 | 1.0088 | 0.2439 | 1.0088 | 1.0044 |
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- | No log | 0.3137 | 32 | 0.9768 | 0.2741 | 0.9768 | 0.9883 |
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- | No log | 0.3333 | 34 | 1.0035 | 0.3168 | 1.0035 | 1.0018 |
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- | No log | 0.3529 | 36 | 0.9978 | 0.3163 | 0.9978 | 0.9989 |
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- | No log | 0.3725 | 38 | 1.0132 | 0.3321 | 1.0132 | 1.0066 |
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- | No log | 0.3922 | 40 | 1.0435 | 0.3243 | 1.0435 | 1.0215 |
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- | No log | 0.4118 | 42 | 1.1053 | 0.3202 | 1.1053 | 1.0513 |
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- | No log | 0.4314 | 44 | 1.3097 | 0.2503 | 1.3097 | 1.1444 |
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- | No log | 0.4510 | 46 | 1.3690 | 0.3326 | 1.3690 | 1.1700 |
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- | No log | 0.4706 | 48 | 1.0472 | 0.3883 | 1.0472 | 1.0234 |
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- | No log | 0.4902 | 50 | 0.9174 | 0.5179 | 0.9174 | 0.9578 |
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- | No log | 0.5098 | 52 | 0.9123 | 0.4677 | 0.9123 | 0.9551 |
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- | No log | 0.5294 | 54 | 1.0710 | 0.5066 | 1.0710 | 1.0349 |
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- | No log | 0.5490 | 56 | 1.1529 | 0.4866 | 1.1529 | 1.0737 |
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- | No log | 0.5686 | 58 | 1.2620 | 0.4314 | 1.2620 | 1.1234 |
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- | No log | 0.5882 | 60 | 1.1140 | 0.4115 | 1.1140 | 1.0555 |
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- | No log | 0.6078 | 62 | 1.0058 | 0.4374 | 1.0058 | 1.0029 |
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- | No log | 0.6275 | 64 | 1.0770 | 0.4107 | 1.0770 | 1.0378 |
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- | No log | 0.6471 | 66 | 1.1012 | 0.3708 | 1.1012 | 1.0494 |
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- | No log | 0.6667 | 68 | 1.0841 | 0.3638 | 1.0841 | 1.0412 |
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- | No log | 0.6863 | 70 | 1.0461 | 0.4285 | 1.0461 | 1.0228 |
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- | No log | 0.7059 | 72 | 1.0572 | 0.3529 | 1.0572 | 1.0282 |
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- | No log | 0.7255 | 74 | 1.1830 | 0.3436 | 1.1830 | 1.0877 |
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- | No log | 0.7451 | 76 | 1.3781 | 0.3576 | 1.3781 | 1.1739 |
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- | No log | 0.7647 | 78 | 1.2649 | 0.3590 | 1.2649 | 1.1247 |
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- | No log | 0.7843 | 80 | 1.0238 | 0.4019 | 1.0238 | 1.0118 |
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- | No log | 0.8039 | 82 | 1.0251 | 0.3952 | 1.0251 | 1.0125 |
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- | No log | 0.8235 | 84 | 0.9591 | 0.5072 | 0.9591 | 0.9793 |
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- | No log | 0.8431 | 86 | 0.8837 | 0.4405 | 0.8837 | 0.9401 |
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- | No log | 0.8627 | 88 | 0.8607 | 0.4405 | 0.8607 | 0.9277 |
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- | No log | 0.8824 | 90 | 0.8893 | 0.5192 | 0.8893 | 0.9430 |
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- | No log | 0.9020 | 92 | 0.9443 | 0.4706 | 0.9443 | 0.9717 |
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- | No log | 0.9216 | 94 | 1.0656 | 0.4681 | 1.0656 | 1.0323 |
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- | No log | 0.9412 | 96 | 1.2551 | 0.4284 | 1.2551 | 1.1203 |
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- | No log | 0.9608 | 98 | 1.1520 | 0.4291 | 1.1520 | 1.0733 |
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- | No log | 0.9804 | 100 | 0.9479 | 0.3765 | 0.9479 | 0.9736 |
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- | No log | 1.0 | 102 | 0.8755 | 0.4754 | 0.8755 | 0.9357 |
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- | No log | 1.0196 | 104 | 0.8549 | 0.5203 | 0.8549 | 0.9246 |
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- | No log | 1.0392 | 106 | 0.8890 | 0.5203 | 0.8890 | 0.9429 |
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- | No log | 1.0588 | 108 | 1.0379 | 0.5166 | 1.0379 | 1.0188 |
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- | No log | 1.0784 | 110 | 1.1057 | 0.5134 | 1.1057 | 1.0515 |
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- | No log | 1.0980 | 112 | 1.0392 | 0.5066 | 1.0392 | 1.0194 |
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- | No log | 1.1176 | 114 | 0.9094 | 0.4761 | 0.9094 | 0.9536 |
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- | No log | 1.1373 | 116 | 0.9003 | 0.4167 | 0.9003 | 0.9488 |
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- | No log | 1.1569 | 118 | 0.9862 | 0.4440 | 0.9862 | 0.9931 |
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- | No log | 1.1765 | 120 | 0.9439 | 0.4337 | 0.9439 | 0.9715 |
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- | No log | 1.1961 | 122 | 0.8700 | 0.4931 | 0.8700 | 0.9327 |
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- | No log | 1.2157 | 124 | 0.8613 | 0.4865 | 0.8613 | 0.9280 |
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- | No log | 1.2353 | 126 | 0.8909 | 0.4697 | 0.8909 | 0.9439 |
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- | No log | 1.2549 | 128 | 0.8634 | 0.5209 | 0.8634 | 0.9292 |
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- | No log | 1.2745 | 130 | 0.7936 | 0.5725 | 0.7936 | 0.8908 |
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- | No log | 1.2941 | 132 | 0.7805 | 0.5773 | 0.7805 | 0.8835 |
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- | No log | 1.3137 | 134 | 0.8603 | 0.5147 | 0.8603 | 0.9275 |
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- | No log | 1.3333 | 136 | 0.9909 | 0.4647 | 0.9909 | 0.9955 |
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- | No log | 1.3529 | 138 | 1.0853 | 0.4689 | 1.0853 | 1.0418 |
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- | No log | 1.3725 | 140 | 0.9579 | 0.4949 | 0.9579 | 0.9787 |
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- | No log | 1.3922 | 142 | 0.7742 | 0.6095 | 0.7742 | 0.8799 |
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- | No log | 1.4118 | 144 | 0.8962 | 0.4401 | 0.8962 | 0.9467 |
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- | No log | 1.4314 | 146 | 0.8432 | 0.5431 | 0.8432 | 0.9182 |
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- | No log | 1.4510 | 148 | 0.7938 | 0.5713 | 0.7938 | 0.8909 |
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- | No log | 1.4706 | 150 | 1.0814 | 0.4216 | 1.0814 | 1.0399 |
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- | No log | 1.4902 | 152 | 1.1890 | 0.4357 | 1.1890 | 1.0904 |
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- | No log | 1.5098 | 154 | 1.0795 | 0.4598 | 1.0795 | 1.0390 |
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- | No log | 1.5294 | 156 | 0.8743 | 0.5114 | 0.8743 | 0.9350 |
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- | No log | 1.5490 | 158 | 0.7715 | 0.5410 | 0.7715 | 0.8783 |
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- | No log | 1.5686 | 160 | 0.7693 | 0.4977 | 0.7693 | 0.8771 |
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- | No log | 1.5882 | 162 | 0.8017 | 0.5076 | 0.8017 | 0.8954 |
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- | No log | 1.6078 | 164 | 0.9847 | 0.4337 | 0.9847 | 0.9923 |
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- | No log | 1.6275 | 166 | 1.2194 | 0.3304 | 1.2194 | 1.1043 |
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- | No log | 1.6471 | 168 | 1.3996 | 0.3501 | 1.3996 | 1.1831 |
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- | No log | 1.6667 | 170 | 1.3725 | 0.3995 | 1.3725 | 1.1715 |
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- | No log | 1.6863 | 172 | 1.0709 | 0.4371 | 1.0709 | 1.0348 |
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- | No log | 1.7059 | 174 | 0.8607 | 0.4572 | 0.8607 | 0.9277 |
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- | No log | 1.7255 | 176 | 0.7885 | 0.5132 | 0.7885 | 0.8880 |
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- | No log | 1.7451 | 178 | 0.7824 | 0.5443 | 0.7824 | 0.8846 |
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- | No log | 1.7647 | 180 | 0.7938 | 0.5192 | 0.7938 | 0.8910 |
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- | No log | 1.7843 | 182 | 0.8367 | 0.5114 | 0.8367 | 0.9147 |
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- | No log | 1.8039 | 184 | 0.8868 | 0.4771 | 0.8868 | 0.9417 |
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- | No log | 1.8235 | 186 | 0.8955 | 0.4858 | 0.8955 | 0.9463 |
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- | No log | 1.8431 | 188 | 0.8578 | 0.5506 | 0.8578 | 0.9262 |
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- | No log | 1.8627 | 190 | 0.8499 | 0.5588 | 0.8499 | 0.9219 |
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- | No log | 1.8824 | 192 | 0.9409 | 0.5120 | 0.9409 | 0.9700 |
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- | No log | 1.9020 | 194 | 1.0875 | 0.3481 | 1.0875 | 1.0428 |
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- | No log | 1.9216 | 196 | 1.0463 | 0.4137 | 1.0463 | 1.0229 |
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- | No log | 1.9412 | 198 | 0.9419 | 0.4840 | 0.9419 | 0.9705 |
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- | No log | 1.9608 | 200 | 0.9466 | 0.5554 | 0.9466 | 0.9729 |
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- | No log | 1.9804 | 202 | 0.9529 | 0.4949 | 0.9529 | 0.9762 |
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- | No log | 2.0 | 204 | 0.9118 | 0.5507 | 0.9118 | 0.9549 |
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- | No log | 2.0196 | 206 | 0.8682 | 0.5602 | 0.8682 | 0.9318 |
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- | No log | 2.0392 | 208 | 0.8677 | 0.5675 | 0.8677 | 0.9315 |
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- | No log | 2.0588 | 210 | 0.8400 | 0.6167 | 0.8400 | 0.9165 |
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- | No log | 2.0784 | 212 | 0.8295 | 0.5682 | 0.8295 | 0.9107 |
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- | No log | 2.0980 | 214 | 0.7662 | 0.5992 | 0.7662 | 0.8753 |
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- | No log | 2.1176 | 216 | 0.7732 | 0.5250 | 0.7732 | 0.8793 |
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- | No log | 2.1373 | 218 | 0.8518 | 0.4968 | 0.8518 | 0.9229 |
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- | No log | 2.1569 | 220 | 0.9153 | 0.4833 | 0.9153 | 0.9567 |
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- | No log | 2.1765 | 222 | 1.0454 | 0.4722 | 1.0454 | 1.0224 |
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- | No log | 2.1961 | 224 | 1.0174 | 0.4845 | 1.0174 | 1.0086 |
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- | No log | 2.2157 | 226 | 0.9314 | 0.4375 | 0.9314 | 0.9651 |
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- | No log | 2.2353 | 228 | 0.9727 | 0.4453 | 0.9727 | 0.9863 |
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- | No log | 2.2549 | 230 | 0.9744 | 0.4253 | 0.9744 | 0.9871 |
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- | No log | 2.2745 | 232 | 0.9971 | 0.4663 | 0.9971 | 0.9985 |
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- | No log | 2.2941 | 234 | 0.9229 | 0.4378 | 0.9229 | 0.9607 |
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- | No log | 2.3137 | 236 | 0.8495 | 0.4912 | 0.8495 | 0.9217 |
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- | No log | 2.3333 | 238 | 0.8561 | 0.4455 | 0.8561 | 0.9253 |
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- | No log | 2.3529 | 240 | 0.9213 | 0.4378 | 0.9213 | 0.9598 |
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- | No log | 2.3725 | 242 | 1.0102 | 0.4254 | 1.0102 | 1.0051 |
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- | No log | 2.3922 | 244 | 1.2326 | 0.4290 | 1.2326 | 1.1102 |
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- | No log | 2.4118 | 246 | 1.4566 | 0.3531 | 1.4566 | 1.2069 |
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- | No log | 2.4314 | 248 | 1.3150 | 0.3944 | 1.3150 | 1.1467 |
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- | No log | 2.4510 | 250 | 1.0060 | 0.4404 | 1.0060 | 1.0030 |
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- | No log | 2.4706 | 252 | 0.8697 | 0.4705 | 0.8697 | 0.9326 |
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- | No log | 2.4902 | 254 | 0.8568 | 0.5355 | 0.8568 | 0.9256 |
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- | No log | 2.5098 | 256 | 0.8494 | 0.5675 | 0.8494 | 0.9216 |
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- | No log | 2.5294 | 258 | 0.9178 | 0.5168 | 0.9178 | 0.9580 |
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- | No log | 2.5490 | 260 | 1.1010 | 0.5192 | 1.1010 | 1.0493 |
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- | No log | 2.5686 | 262 | 1.1899 | 0.4433 | 1.1899 | 1.0908 |
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- | No log | 2.5882 | 264 | 1.1575 | 0.4606 | 1.1575 | 1.0759 |
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- | No log | 2.6078 | 266 | 1.0484 | 0.5088 | 1.0484 | 1.0239 |
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- | No log | 2.6275 | 268 | 0.9198 | 0.5659 | 0.9198 | 0.9590 |
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- | No log | 2.6471 | 270 | 0.8563 | 0.5731 | 0.8563 | 0.9254 |
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- | No log | 2.6667 | 272 | 0.7785 | 0.5514 | 0.7785 | 0.8823 |
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- | No log | 2.6863 | 274 | 0.7638 | 0.5607 | 0.7638 | 0.8740 |
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- | No log | 2.7059 | 276 | 0.7660 | 0.5621 | 0.7660 | 0.8752 |
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- | No log | 2.7255 | 278 | 0.8348 | 0.5756 | 0.8348 | 0.9137 |
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- | No log | 2.7451 | 280 | 0.9468 | 0.4661 | 0.9468 | 0.9730 |
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- | No log | 2.7647 | 282 | 0.9764 | 0.4668 | 0.9764 | 0.9881 |
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- | No log | 2.7843 | 284 | 1.0112 | 0.4052 | 1.0112 | 1.0056 |
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- | No log | 2.8039 | 286 | 0.9865 | 0.3970 | 0.9865 | 0.9932 |
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- | No log | 2.8235 | 288 | 1.0541 | 0.4304 | 1.0541 | 1.0267 |
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- | No log | 2.8431 | 290 | 1.0763 | 0.3982 | 1.0763 | 1.0374 |
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- | No log | 2.8627 | 292 | 1.0839 | 0.4304 | 1.0839 | 1.0411 |
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- | No log | 2.8824 | 294 | 0.9746 | 0.4115 | 0.9746 | 0.9872 |
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- | No log | 2.9020 | 296 | 0.9174 | 0.4350 | 0.9174 | 0.9578 |
200
- | No log | 2.9216 | 298 | 0.9469 | 0.5105 | 0.9469 | 0.9731 |
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- | No log | 2.9412 | 300 | 1.1713 | 0.4932 | 1.1713 | 1.0823 |
202
- | No log | 2.9608 | 302 | 1.2549 | 0.4742 | 1.2549 | 1.1202 |
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- | No log | 2.9804 | 304 | 1.0607 | 0.4936 | 1.0607 | 1.0299 |
204
- | No log | 3.0 | 306 | 0.8434 | 0.5774 | 0.8434 | 0.9183 |
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- | No log | 3.0196 | 308 | 0.7780 | 0.5839 | 0.7780 | 0.8820 |
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- | No log | 3.0392 | 310 | 0.7687 | 0.5688 | 0.7687 | 0.8768 |
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- | No log | 3.0588 | 312 | 0.8224 | 0.5326 | 0.8224 | 0.9069 |
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- | No log | 3.0784 | 314 | 0.9019 | 0.4921 | 0.9019 | 0.9497 |
209
- | No log | 3.0980 | 316 | 0.9252 | 0.4909 | 0.9252 | 0.9619 |
210
- | No log | 3.1176 | 318 | 1.0008 | 0.5388 | 1.0008 | 1.0004 |
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- | No log | 3.1373 | 320 | 1.0121 | 0.5637 | 1.0121 | 1.0060 |
212
- | No log | 3.1569 | 322 | 0.8723 | 0.5658 | 0.8723 | 0.9340 |
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- | No log | 3.1765 | 324 | 0.7764 | 0.6023 | 0.7764 | 0.8811 |
214
- | No log | 3.1961 | 326 | 0.7477 | 0.6051 | 0.7477 | 0.8647 |
215
- | No log | 3.2157 | 328 | 0.7836 | 0.5660 | 0.7836 | 0.8852 |
216
- | No log | 3.2353 | 330 | 0.9288 | 0.5346 | 0.9288 | 0.9637 |
217
- | No log | 3.2549 | 332 | 1.1815 | 0.4533 | 1.1815 | 1.0870 |
218
- | No log | 3.2745 | 334 | 1.2991 | 0.4186 | 1.2991 | 1.1398 |
219
- | No log | 3.2941 | 336 | 1.1834 | 0.4723 | 1.1834 | 1.0879 |
220
- | No log | 3.3137 | 338 | 1.0251 | 0.4186 | 1.0251 | 1.0125 |
221
- | No log | 3.3333 | 340 | 0.8961 | 0.4479 | 0.8961 | 0.9466 |
222
- | No log | 3.3529 | 342 | 0.8780 | 0.4262 | 0.8780 | 0.9370 |
223
- | No log | 3.3725 | 344 | 0.9285 | 0.3897 | 0.9285 | 0.9636 |
224
- | No log | 3.3922 | 346 | 1.0695 | 0.3667 | 1.0695 | 1.0341 |
225
- | No log | 3.4118 | 348 | 1.1653 | 0.4001 | 1.1653 | 1.0795 |
226
- | No log | 3.4314 | 350 | 1.0542 | 0.4106 | 1.0542 | 1.0267 |
227
- | No log | 3.4510 | 352 | 0.9056 | 0.5055 | 0.9056 | 0.9516 |
228
- | No log | 3.4706 | 354 | 0.8657 | 0.5335 | 0.8657 | 0.9305 |
229
- | No log | 3.4902 | 356 | 0.8567 | 0.4952 | 0.8567 | 0.9256 |
230
- | No log | 3.5098 | 358 | 0.8511 | 0.5468 | 0.8511 | 0.9225 |
231
- | No log | 3.5294 | 360 | 0.8667 | 0.4998 | 0.8667 | 0.9309 |
232
- | No log | 3.5490 | 362 | 0.9483 | 0.4521 | 0.9483 | 0.9738 |
233
- | No log | 3.5686 | 364 | 1.0561 | 0.4511 | 1.0561 | 1.0277 |
234
- | No log | 3.5882 | 366 | 0.9527 | 0.4422 | 0.9527 | 0.9761 |
235
- | No log | 3.6078 | 368 | 0.8526 | 0.4340 | 0.8526 | 0.9234 |
236
- | No log | 3.6275 | 370 | 0.8251 | 0.3854 | 0.8251 | 0.9084 |
237
- | No log | 3.6471 | 372 | 0.8415 | 0.4799 | 0.8415 | 0.9173 |
238
- | No log | 3.6667 | 374 | 0.8764 | 0.4501 | 0.8764 | 0.9362 |
239
- | No log | 3.6863 | 376 | 0.9495 | 0.4974 | 0.9495 | 0.9744 |
240
- | No log | 3.7059 | 378 | 1.0119 | 0.5260 | 1.0119 | 1.0059 |
241
- | No log | 3.7255 | 380 | 0.9210 | 0.4906 | 0.9210 | 0.9597 |
242
- | No log | 3.7451 | 382 | 0.8136 | 0.5114 | 0.8136 | 0.9020 |
243
- | No log | 3.7647 | 384 | 0.7956 | 0.5550 | 0.7956 | 0.8920 |
244
- | No log | 3.7843 | 386 | 0.8481 | 0.4402 | 0.8481 | 0.9209 |
245
- | No log | 3.8039 | 388 | 0.9257 | 0.5115 | 0.9257 | 0.9621 |
246
- | No log | 3.8235 | 390 | 1.0231 | 0.5330 | 1.0231 | 1.0115 |
247
- | No log | 3.8431 | 392 | 0.9717 | 0.4989 | 0.9717 | 0.9858 |
248
- | No log | 3.8627 | 394 | 0.9166 | 0.4771 | 0.9166 | 0.9574 |
249
- | No log | 3.8824 | 396 | 0.8345 | 0.4722 | 0.8345 | 0.9135 |
250
- | No log | 3.9020 | 398 | 0.7843 | 0.5944 | 0.7843 | 0.8856 |
251
- | No log | 3.9216 | 400 | 0.7761 | 0.5329 | 0.7761 | 0.8810 |
252
- | No log | 3.9412 | 402 | 0.8039 | 0.5400 | 0.8039 | 0.8966 |
253
- | No log | 3.9608 | 404 | 0.9169 | 0.4879 | 0.9169 | 0.9575 |
254
- | No log | 3.9804 | 406 | 1.0372 | 0.4813 | 1.0372 | 1.0184 |
255
- | No log | 4.0 | 408 | 1.0704 | 0.4407 | 1.0704 | 1.0346 |
256
- | No log | 4.0196 | 410 | 0.9993 | 0.4647 | 0.9993 | 0.9997 |
257
- | No log | 4.0392 | 412 | 0.9878 | 0.4663 | 0.9878 | 0.9939 |
258
- | No log | 4.0588 | 414 | 1.0082 | 0.4545 | 1.0082 | 1.0041 |
259
- | No log | 4.0784 | 416 | 0.9509 | 0.4886 | 0.9509 | 0.9751 |
260
- | No log | 4.0980 | 418 | 0.8736 | 0.4523 | 0.8736 | 0.9347 |
261
- | No log | 4.1176 | 420 | 0.8779 | 0.4984 | 0.8779 | 0.9370 |
262
- | No log | 4.1373 | 422 | 0.9033 | 0.5009 | 0.9033 | 0.9504 |
263
- | No log | 4.1569 | 424 | 0.9833 | 0.5051 | 0.9833 | 0.9916 |
264
- | No log | 4.1765 | 426 | 1.1398 | 0.4291 | 1.1398 | 1.0676 |
265
- | No log | 4.1961 | 428 | 1.1651 | 0.4186 | 1.1651 | 1.0794 |
266
- | No log | 4.2157 | 430 | 1.0220 | 0.3676 | 1.0220 | 1.0110 |
267
- | No log | 4.2353 | 432 | 0.9165 | 0.4348 | 0.9165 | 0.9573 |
268
- | No log | 4.2549 | 434 | 0.8986 | 0.4351 | 0.8986 | 0.9479 |
269
- | No log | 4.2745 | 436 | 0.9281 | 0.4222 | 0.9281 | 0.9634 |
270
- | No log | 4.2941 | 438 | 0.9746 | 0.3881 | 0.9746 | 0.9872 |
271
- | No log | 4.3137 | 440 | 1.0525 | 0.3879 | 1.0525 | 1.0259 |
272
- | No log | 4.3333 | 442 | 1.1955 | 0.4083 | 1.1955 | 1.0934 |
273
- | No log | 4.3529 | 444 | 1.3270 | 0.4355 | 1.3270 | 1.1519 |
274
- | No log | 4.3725 | 446 | 1.2706 | 0.4284 | 1.2706 | 1.1272 |
275
- | No log | 4.3922 | 448 | 1.0771 | 0.5053 | 1.0771 | 1.0378 |
276
- | No log | 4.4118 | 450 | 0.9682 | 0.4932 | 0.9682 | 0.9840 |
277
- | No log | 4.4314 | 452 | 0.9497 | 0.4638 | 0.9497 | 0.9745 |
278
- | No log | 4.4510 | 454 | 0.9894 | 0.4040 | 0.9894 | 0.9947 |
279
- | No log | 4.4706 | 456 | 0.9616 | 0.2801 | 0.9616 | 0.9806 |
280
- | No log | 4.4902 | 458 | 0.9406 | 0.3335 | 0.9406 | 0.9698 |
281
- | No log | 4.5098 | 460 | 0.9379 | 0.3352 | 0.9379 | 0.9684 |
282
- | No log | 4.5294 | 462 | 0.9001 | 0.4241 | 0.9001 | 0.9487 |
283
- | No log | 4.5490 | 464 | 0.9319 | 0.4105 | 0.9319 | 0.9654 |
284
- | No log | 4.5686 | 466 | 0.9609 | 0.3091 | 0.9609 | 0.9802 |
285
- | No log | 4.5882 | 468 | 1.0231 | 0.3543 | 1.0231 | 1.0115 |
286
- | No log | 4.6078 | 470 | 1.0304 | 0.3785 | 1.0304 | 1.0151 |
287
- | No log | 4.6275 | 472 | 0.9975 | 0.3543 | 0.9975 | 0.9988 |
288
- | No log | 4.6471 | 474 | 0.9554 | 0.3421 | 0.9554 | 0.9775 |
289
- | No log | 4.6667 | 476 | 0.9825 | 0.3377 | 0.9825 | 0.9912 |
290
- | No log | 4.6863 | 478 | 1.0395 | 0.3237 | 1.0395 | 1.0196 |
291
- | No log | 4.7059 | 480 | 1.0959 | 0.3184 | 1.0959 | 1.0468 |
292
- | No log | 4.7255 | 482 | 1.0729 | 0.3184 | 1.0729 | 1.0358 |
293
- | No log | 4.7451 | 484 | 1.0008 | 0.3491 | 1.0008 | 1.0004 |
294
- | No log | 4.7647 | 486 | 0.9199 | 0.3333 | 0.9199 | 0.9591 |
295
- | No log | 4.7843 | 488 | 0.8792 | 0.4526 | 0.8792 | 0.9377 |
296
- | No log | 4.8039 | 490 | 0.8987 | 0.3802 | 0.8987 | 0.9480 |
297
- | No log | 4.8235 | 492 | 0.9349 | 0.3567 | 0.9349 | 0.9669 |
298
- | No log | 4.8431 | 494 | 1.0392 | 0.3631 | 1.0392 | 1.0194 |
299
- | No log | 4.8627 | 496 | 1.1436 | 0.3615 | 1.1436 | 1.0694 |
300
- | No log | 4.8824 | 498 | 1.1084 | 0.3615 | 1.1084 | 1.0528 |
301
- | 0.3355 | 4.9020 | 500 | 0.9871 | 0.3718 | 0.9871 | 0.9935 |
302
- | 0.3355 | 4.9216 | 502 | 0.8791 | 0.3667 | 0.8791 | 0.9376 |
303
- | 0.3355 | 4.9412 | 504 | 0.8144 | 0.4620 | 0.8144 | 0.9024 |
304
- | 0.3355 | 4.9608 | 506 | 0.7911 | 0.4931 | 0.7911 | 0.8895 |
305
- | 0.3355 | 4.9804 | 508 | 0.8159 | 0.4722 | 0.8159 | 0.9033 |
306
- | 0.3355 | 5.0 | 510 | 0.8989 | 0.4217 | 0.8989 | 0.9481 |
307
- | 0.3355 | 5.0196 | 512 | 0.9339 | 0.4217 | 0.9339 | 0.9664 |
308
- | 0.3355 | 5.0392 | 514 | 0.8966 | 0.3813 | 0.8966 | 0.9469 |
309
- | 0.3355 | 5.0588 | 516 | 0.8138 | 0.5424 | 0.8138 | 0.9021 |
310
- | 0.3355 | 5.0784 | 518 | 0.7723 | 0.5805 | 0.7723 | 0.8788 |
311
- | 0.3355 | 5.0980 | 520 | 0.7672 | 0.5872 | 0.7672 | 0.8759 |
312
- | 0.3355 | 5.1176 | 522 | 0.8037 | 0.5447 | 0.8037 | 0.8965 |
313
- | 0.3355 | 5.1373 | 524 | 0.9435 | 0.3703 | 0.9435 | 0.9713 |
314
- | 0.3355 | 5.1569 | 526 | 1.1040 | 0.3798 | 1.1040 | 1.0507 |
315
- | 0.3355 | 5.1765 | 528 | 1.1561 | 0.3676 | 1.1561 | 1.0752 |
316
- | 0.3355 | 5.1961 | 530 | 1.0647 | 0.3845 | 1.0647 | 1.0318 |
317
- | 0.3355 | 5.2157 | 532 | 0.9375 | 0.3436 | 0.9375 | 0.9683 |
318
- | 0.3355 | 5.2353 | 534 | 0.8906 | 0.4340 | 0.8906 | 0.9437 |
319
- | 0.3355 | 5.2549 | 536 | 0.8604 | 0.4202 | 0.8604 | 0.9276 |
320
- | 0.3355 | 5.2745 | 538 | 0.8311 | 0.4072 | 0.8311 | 0.9117 |
321
- | 0.3355 | 5.2941 | 540 | 0.8334 | 0.4131 | 0.8334 | 0.9129 |
322
- | 0.3355 | 5.3137 | 542 | 0.8845 | 0.4824 | 0.8845 | 0.9405 |
323
- | 0.3355 | 5.3333 | 544 | 0.8748 | 0.5124 | 0.8748 | 0.9353 |
324
- | 0.3355 | 5.3529 | 546 | 0.8793 | 0.5140 | 0.8793 | 0.9377 |
325
- | 0.3355 | 5.3725 | 548 | 0.9531 | 0.4297 | 0.9531 | 0.9763 |
326
- | 0.3355 | 5.3922 | 550 | 0.9160 | 0.4418 | 0.9160 | 0.9571 |
327
- | 0.3355 | 5.4118 | 552 | 0.8829 | 0.4130 | 0.8829 | 0.9396 |
328
- | 0.3355 | 5.4314 | 554 | 0.8601 | 0.4065 | 0.8601 | 0.9274 |
329
- | 0.3355 | 5.4510 | 556 | 0.8442 | 0.4381 | 0.8442 | 0.9188 |
330
- | 0.3355 | 5.4706 | 558 | 0.8394 | 0.4381 | 0.8395 | 0.9162 |
331
- | 0.3355 | 5.4902 | 560 | 0.8605 | 0.4164 | 0.8605 | 0.9277 |
332
- | 0.3355 | 5.5098 | 562 | 0.8968 | 0.4013 | 0.8968 | 0.9470 |
333
- | 0.3355 | 5.5294 | 564 | 0.8815 | 0.4533 | 0.8815 | 0.9389 |
334
- | 0.3355 | 5.5490 | 566 | 0.9072 | 0.4440 | 0.9072 | 0.9525 |
335
- | 0.3355 | 5.5686 | 568 | 0.9010 | 0.4440 | 0.9010 | 0.9492 |
336
- | 0.3355 | 5.5882 | 570 | 0.8331 | 0.5183 | 0.8331 | 0.9127 |
337
- | 0.3355 | 5.6078 | 572 | 0.8031 | 0.5353 | 0.8031 | 0.8961 |
338
- | 0.3355 | 5.6275 | 574 | 0.8551 | 0.4131 | 0.8551 | 0.9247 |
339
- | 0.3355 | 5.6471 | 576 | 0.9514 | 0.3800 | 0.9514 | 0.9754 |
340
- | 0.3355 | 5.6667 | 578 | 1.0415 | 0.3427 | 1.0415 | 1.0205 |
341
- | 0.3355 | 5.6863 | 580 | 1.0259 | 0.3148 | 1.0259 | 1.0129 |
342
- | 0.3355 | 5.7059 | 582 | 0.9888 | 0.3600 | 0.9888 | 0.9944 |
343
- | 0.3355 | 5.7255 | 584 | 1.0098 | 0.3703 | 1.0098 | 1.0049 |
344
- | 0.3355 | 5.7451 | 586 | 1.0351 | 0.3798 | 1.0351 | 1.0174 |
345
- | 0.3355 | 5.7647 | 588 | 0.9694 | 0.4705 | 0.9694 | 0.9846 |
346
- | 0.3355 | 5.7843 | 590 | 0.8735 | 0.6162 | 0.8735 | 0.9346 |
347
- | 0.3355 | 5.8039 | 592 | 0.7610 | 0.5587 | 0.7610 | 0.8724 |
348
- | 0.3355 | 5.8235 | 594 | 0.7119 | 0.6038 | 0.7119 | 0.8437 |
349
- | 0.3355 | 5.8431 | 596 | 0.7064 | 0.5909 | 0.7064 | 0.8405 |
350
- | 0.3355 | 5.8627 | 598 | 0.7146 | 0.5862 | 0.7146 | 0.8454 |
351
- | 0.3355 | 5.8824 | 600 | 0.7912 | 0.6089 | 0.7912 | 0.8895 |
352
- | 0.3355 | 5.9020 | 602 | 0.8782 | 0.6427 | 0.8782 | 0.9371 |
353
- | 0.3355 | 5.9216 | 604 | 0.8865 | 0.6257 | 0.8865 | 0.9415 |
354
- | 0.3355 | 5.9412 | 606 | 0.9222 | 0.5650 | 0.9222 | 0.9603 |
355
- | 0.3355 | 5.9608 | 608 | 0.9085 | 0.4741 | 0.9085 | 0.9531 |
356
- | 0.3355 | 5.9804 | 610 | 0.8800 | 0.4131 | 0.8800 | 0.9381 |
357
- | 0.3355 | 6.0 | 612 | 0.8818 | 0.4803 | 0.8818 | 0.9390 |
358
- | 0.3355 | 6.0196 | 614 | 0.9196 | 0.5287 | 0.9196 | 0.9589 |
359
- | 0.3355 | 6.0392 | 616 | 0.9183 | 0.56 | 0.9183 | 0.9583 |
360
- | 0.3355 | 6.0588 | 618 | 0.9102 | 0.5685 | 0.9102 | 0.9540 |
361
- | 0.3355 | 6.0784 | 620 | 0.9242 | 0.5054 | 0.9242 | 0.9613 |
362
- | 0.3355 | 6.0980 | 622 | 0.9514 | 0.4921 | 0.9514 | 0.9754 |
363
- | 0.3355 | 6.1176 | 624 | 0.9140 | 0.5250 | 0.9140 | 0.9560 |
364
- | 0.3355 | 6.1373 | 626 | 0.8542 | 0.4822 | 0.8542 | 0.9242 |
365
- | 0.3355 | 6.1569 | 628 | 0.8027 | 0.5447 | 0.8027 | 0.8959 |
366
- | 0.3355 | 6.1765 | 630 | 0.7899 | 0.5577 | 0.7899 | 0.8888 |
367
- | 0.3355 | 6.1961 | 632 | 0.8005 | 0.5446 | 0.8005 | 0.8947 |
368
- | 0.3355 | 6.2157 | 634 | 0.8197 | 0.5030 | 0.8197 | 0.9054 |
369
- | 0.3355 | 6.2353 | 636 | 0.8525 | 0.4513 | 0.8525 | 0.9233 |
370
- | 0.3355 | 6.2549 | 638 | 0.9257 | 0.4751 | 0.9257 | 0.9621 |
371
- | 0.3355 | 6.2745 | 640 | 0.9508 | 0.3585 | 0.9508 | 0.9751 |
372
- | 0.3355 | 6.2941 | 642 | 0.8877 | 0.4552 | 0.8877 | 0.9422 |
373
- | 0.3355 | 6.3137 | 644 | 0.8277 | 0.4845 | 0.8277 | 0.9098 |
374
- | 0.3355 | 6.3333 | 646 | 0.7579 | 0.5898 | 0.7579 | 0.8706 |
375
- | 0.3355 | 6.3529 | 648 | 0.7452 | 0.6002 | 0.7452 | 0.8632 |
376
- | 0.3355 | 6.3725 | 650 | 0.7615 | 0.5774 | 0.7615 | 0.8726 |
377
- | 0.3355 | 6.3922 | 652 | 0.8608 | 0.4591 | 0.8608 | 0.9278 |
378
- | 0.3355 | 6.4118 | 654 | 1.0048 | 0.4025 | 1.0048 | 1.0024 |
379
- | 0.3355 | 6.4314 | 656 | 1.0375 | 0.4025 | 1.0375 | 1.0186 |
380
- | 0.3355 | 6.4510 | 658 | 0.9646 | 0.3932 | 0.9646 | 0.9821 |
381
- | 0.3355 | 6.4706 | 660 | 0.8950 | 0.4110 | 0.8950 | 0.9461 |
382
- | 0.3355 | 6.4902 | 662 | 0.8499 | 0.4796 | 0.8499 | 0.9219 |
383
- | 0.3355 | 6.5098 | 664 | 0.8373 | 0.4852 | 0.8373 | 0.9151 |
384
- | 0.3355 | 6.5294 | 666 | 0.8271 | 0.5143 | 0.8271 | 0.9095 |
385
- | 0.3355 | 6.5490 | 668 | 0.8163 | 0.4691 | 0.8163 | 0.9035 |
386
- | 0.3355 | 6.5686 | 670 | 0.8237 | 0.4852 | 0.8237 | 0.9076 |
387
- | 0.3355 | 6.5882 | 672 | 0.8858 | 0.3918 | 0.8858 | 0.9412 |
388
- | 0.3355 | 6.6078 | 674 | 1.0485 | 0.3684 | 1.0485 | 1.0240 |
389
- | 0.3355 | 6.6275 | 676 | 1.2513 | 0.4586 | 1.2513 | 1.1186 |
390
- | 0.3355 | 6.6471 | 678 | 1.4428 | 0.3471 | 1.4428 | 1.2012 |
391
- | 0.3355 | 6.6667 | 680 | 1.5102 | 0.3275 | 1.5102 | 1.2289 |
392
- | 0.3355 | 6.6863 | 682 | 1.4180 | 0.3261 | 1.4180 | 1.1908 |
393
- | 0.3355 | 6.7059 | 684 | 1.2269 | 0.4048 | 1.2269 | 1.1077 |
394
- | 0.3355 | 6.7255 | 686 | 1.0245 | 0.4033 | 1.0245 | 1.0122 |
395
- | 0.3355 | 6.7451 | 688 | 0.9056 | 0.3421 | 0.9056 | 0.9516 |
396
- | 0.3355 | 6.7647 | 690 | 0.8438 | 0.3380 | 0.8438 | 0.9186 |
397
- | 0.3355 | 6.7843 | 692 | 0.8293 | 0.4429 | 0.8293 | 0.9106 |
398
- | 0.3355 | 6.8039 | 694 | 0.8355 | 0.5044 | 0.8355 | 0.9140 |
399
- | 0.3355 | 6.8235 | 696 | 0.8514 | 0.5156 | 0.8514 | 0.9227 |
400
- | 0.3355 | 6.8431 | 698 | 0.9195 | 0.4511 | 0.9195 | 0.9589 |
401
- | 0.3355 | 6.8627 | 700 | 0.9364 | 0.4511 | 0.9364 | 0.9677 |
402
- | 0.3355 | 6.8824 | 702 | 0.8692 | 0.5002 | 0.8692 | 0.9323 |
403
- | 0.3355 | 6.9020 | 704 | 0.8138 | 0.5712 | 0.8138 | 0.9021 |
404
- | 0.3355 | 6.9216 | 706 | 0.7834 | 0.4764 | 0.7834 | 0.8851 |
405
- | 0.3355 | 6.9412 | 708 | 0.8145 | 0.4657 | 0.8145 | 0.9025 |
406
- | 0.3355 | 6.9608 | 710 | 0.9082 | 0.2698 | 0.9082 | 0.9530 |
407
- | 0.3355 | 6.9804 | 712 | 0.9788 | 0.3461 | 0.9788 | 0.9893 |
408
- | 0.3355 | 7.0 | 714 | 1.0313 | 0.3316 | 1.0313 | 1.0155 |
409
- | 0.3355 | 7.0196 | 716 | 1.0902 | 0.3777 | 1.0902 | 1.0441 |
410
- | 0.3355 | 7.0392 | 718 | 1.1575 | 0.3605 | 1.1575 | 1.0759 |
411
- | 0.3355 | 7.0588 | 720 | 1.1784 | 0.3624 | 1.1784 | 1.0855 |
412
- | 0.3355 | 7.0784 | 722 | 1.1079 | 0.3791 | 1.1079 | 1.0526 |
413
- | 0.3355 | 7.0980 | 724 | 0.9772 | 0.4481 | 0.9772 | 0.9886 |
414
- | 0.3355 | 7.1176 | 726 | 0.8750 | 0.4202 | 0.8750 | 0.9354 |
415
- | 0.3355 | 7.1373 | 728 | 0.8198 | 0.4671 | 0.8198 | 0.9054 |
416
- | 0.3355 | 7.1569 | 730 | 0.7961 | 0.5381 | 0.7961 | 0.8923 |
417
- | 0.3355 | 7.1765 | 732 | 0.8147 | 0.4724 | 0.8147 | 0.9026 |
418
- | 0.3355 | 7.1961 | 734 | 0.8773 | 0.3941 | 0.8773 | 0.9366 |
419
- | 0.3355 | 7.2157 | 736 | 0.9287 | 0.3243 | 0.9287 | 0.9637 |
420
- | 0.3355 | 7.2353 | 738 | 0.9638 | 0.3111 | 0.9638 | 0.9817 |
421
- | 0.3355 | 7.2549 | 740 | 1.0153 | 0.3197 | 1.0153 | 1.0076 |
422
- | 0.3355 | 7.2745 | 742 | 0.9961 | 0.3465 | 0.9961 | 0.9980 |
423
- | 0.3355 | 7.2941 | 744 | 0.9499 | 0.3923 | 0.9499 | 0.9746 |
424
- | 0.3355 | 7.3137 | 746 | 0.9182 | 0.3705 | 0.9182 | 0.9582 |
425
- | 0.3355 | 7.3333 | 748 | 0.9104 | 0.3465 | 0.9104 | 0.9542 |
426
- | 0.3355 | 7.3529 | 750 | 0.9733 | 0.3465 | 0.9733 | 0.9866 |
427
- | 0.3355 | 7.3725 | 752 | 1.0440 | 0.3995 | 1.0440 | 1.0218 |
428
- | 0.3355 | 7.3922 | 754 | 1.0630 | 0.3998 | 1.0630 | 1.0310 |
429
- | 0.3355 | 7.4118 | 756 | 1.0220 | 0.3487 | 1.0220 | 1.0109 |
430
- | 0.3355 | 7.4314 | 758 | 0.9901 | 0.4016 | 0.9901 | 0.9950 |
431
- | 0.3355 | 7.4510 | 760 | 0.9899 | 0.4521 | 0.9899 | 0.9949 |
432
- | 0.3355 | 7.4706 | 762 | 0.9896 | 0.4521 | 0.9896 | 0.9948 |
433
- | 0.3355 | 7.4902 | 764 | 1.0045 | 0.4521 | 1.0045 | 1.0022 |
434
- | 0.3355 | 7.5098 | 766 | 0.9664 | 0.4521 | 0.9664 | 0.9831 |
435
- | 0.3355 | 7.5294 | 768 | 0.9153 | 0.4133 | 0.9153 | 0.9567 |
436
- | 0.3355 | 7.5490 | 770 | 0.8997 | 0.4583 | 0.8997 | 0.9485 |
437
- | 0.3355 | 7.5686 | 772 | 0.8973 | 0.4583 | 0.8973 | 0.9473 |
438
- | 0.3355 | 7.5882 | 774 | 0.9030 | 0.4924 | 0.9030 | 0.9502 |
439
- | 0.3355 | 7.6078 | 776 | 0.9099 | 0.4591 | 0.9099 | 0.9539 |
440
- | 0.3355 | 7.6275 | 778 | 0.9231 | 0.4583 | 0.9231 | 0.9608 |
441
- | 0.3355 | 7.6471 | 780 | 0.9974 | 0.4410 | 0.9974 | 0.9987 |
442
- | 0.3355 | 7.6667 | 782 | 1.0618 | 0.4403 | 1.0618 | 1.0304 |
443
- | 0.3355 | 7.6863 | 784 | 1.0190 | 0.4618 | 1.0190 | 1.0095 |
444
- | 0.3355 | 7.7059 | 786 | 0.8837 | 0.5532 | 0.8837 | 0.9401 |
445
- | 0.3355 | 7.7255 | 788 | 0.7782 | 0.5493 | 0.7782 | 0.8822 |
446
- | 0.3355 | 7.7451 | 790 | 0.7501 | 0.5624 | 0.7501 | 0.8661 |
447
- | 0.3355 | 7.7647 | 792 | 0.7942 | 0.5637 | 0.7942 | 0.8912 |
448
- | 0.3355 | 7.7843 | 794 | 0.8943 | 0.5427 | 0.8943 | 0.9457 |
449
- | 0.3355 | 7.8039 | 796 | 0.9167 | 0.5135 | 0.9167 | 0.9574 |
450
- | 0.3355 | 7.8235 | 798 | 0.8650 | 0.5448 | 0.8650 | 0.9300 |
451
- | 0.3355 | 7.8431 | 800 | 0.7866 | 0.4968 | 0.7866 | 0.8869 |
452
- | 0.3355 | 7.8627 | 802 | 0.7668 | 0.5012 | 0.7668 | 0.8757 |
453
- | 0.3355 | 7.8824 | 804 | 0.7747 | 0.5044 | 0.7747 | 0.8802 |
454
- | 0.3355 | 7.9020 | 806 | 0.7774 | 0.5044 | 0.7774 | 0.8817 |
455
- | 0.3355 | 7.9216 | 808 | 0.7846 | 0.4865 | 0.7846 | 0.8858 |
456
- | 0.3355 | 7.9412 | 810 | 0.8255 | 0.4681 | 0.8255 | 0.9086 |
457
- | 0.3355 | 7.9608 | 812 | 0.8971 | 0.4495 | 0.8971 | 0.9472 |
458
- | 0.3355 | 7.9804 | 814 | 0.9657 | 0.4655 | 0.9657 | 0.9827 |
459
- | 0.3355 | 8.0 | 816 | 1.0027 | 0.4414 | 1.0027 | 1.0014 |
460
- | 0.3355 | 8.0196 | 818 | 0.9844 | 0.4426 | 0.9844 | 0.9922 |
461
- | 0.3355 | 8.0392 | 820 | 0.9373 | 0.4254 | 0.9373 | 0.9682 |
462
- | 0.3355 | 8.0588 | 822 | 0.8562 | 0.4507 | 0.8562 | 0.9253 |
463
- | 0.3355 | 8.0784 | 824 | 0.8112 | 0.4568 | 0.8112 | 0.9006 |
464
- | 0.3355 | 8.0980 | 826 | 0.8148 | 0.4568 | 0.8148 | 0.9027 |
465
- | 0.3355 | 8.1176 | 828 | 0.8572 | 0.4293 | 0.8572 | 0.9258 |
466
- | 0.3355 | 8.1373 | 830 | 0.9567 | 0.3923 | 0.9567 | 0.9781 |
467
- | 0.3355 | 8.1569 | 832 | 1.0124 | 0.3923 | 1.0124 | 1.0062 |
468
- | 0.3355 | 8.1765 | 834 | 1.0202 | 0.3438 | 1.0202 | 1.0101 |
469
- | 0.3355 | 8.1961 | 836 | 0.9523 | 0.3359 | 0.9523 | 0.9759 |
470
- | 0.3355 | 8.2157 | 838 | 0.8914 | 0.4107 | 0.8914 | 0.9442 |
471
- | 0.3355 | 8.2353 | 840 | 0.8624 | 0.4108 | 0.8624 | 0.9287 |
472
- | 0.3355 | 8.2549 | 842 | 0.8356 | 0.4459 | 0.8356 | 0.9141 |
473
- | 0.3355 | 8.2745 | 844 | 0.8444 | 0.3590 | 0.8444 | 0.9189 |
474
- | 0.3355 | 8.2941 | 846 | 0.8556 | 0.3335 | 0.8556 | 0.9250 |
475
- | 0.3355 | 8.3137 | 848 | 0.8498 | 0.3720 | 0.8498 | 0.9218 |
476
- | 0.3355 | 8.3333 | 850 | 0.8300 | 0.4595 | 0.8300 | 0.9110 |
477
- | 0.3355 | 8.3529 | 852 | 0.8513 | 0.4293 | 0.8513 | 0.9227 |
478
- | 0.3355 | 8.3725 | 854 | 0.9042 | 0.4453 | 0.9042 | 0.9509 |
479
- | 0.3355 | 8.3922 | 856 | 0.8852 | 0.4771 | 0.8852 | 0.9408 |
480
- | 0.3355 | 8.4118 | 858 | 0.8345 | 0.4703 | 0.8345 | 0.9135 |
481
- | 0.3355 | 8.4314 | 860 | 0.8346 | 0.4712 | 0.8346 | 0.9136 |
482
- | 0.3355 | 8.4510 | 862 | 0.8327 | 0.4072 | 0.8327 | 0.9125 |
483
- | 0.3355 | 8.4706 | 864 | 0.8574 | 0.3613 | 0.8574 | 0.9260 |
484
- | 0.3355 | 8.4902 | 866 | 0.9080 | 0.3584 | 0.9080 | 0.9529 |
485
- | 0.3355 | 8.5098 | 868 | 0.9299 | 0.3816 | 0.9299 | 0.9643 |
486
- | 0.3355 | 8.5294 | 870 | 0.9252 | 0.4591 | 0.9252 | 0.9619 |
487
- | 0.3355 | 8.5490 | 872 | 0.9194 | 0.4591 | 0.9194 | 0.9588 |
488
- | 0.3355 | 8.5686 | 874 | 0.8966 | 0.4591 | 0.8966 | 0.9469 |
489
- | 0.3355 | 8.5882 | 876 | 0.8541 | 0.4382 | 0.8541 | 0.9242 |
490
- | 0.3355 | 8.6078 | 878 | 0.8254 | 0.4166 | 0.8254 | 0.9085 |
491
- | 0.3355 | 8.6275 | 880 | 0.8219 | 0.4295 | 0.8219 | 0.9066 |
492
- | 0.3355 | 8.6471 | 882 | 0.8122 | 0.3697 | 0.8122 | 0.9012 |
493
- | 0.3355 | 8.6667 | 884 | 0.8150 | 0.3464 | 0.8150 | 0.9027 |
494
- | 0.3355 | 8.6863 | 886 | 0.8183 | 0.4165 | 0.8183 | 0.9046 |
495
- | 0.3355 | 8.7059 | 888 | 0.8287 | 0.3841 | 0.8287 | 0.9103 |
496
- | 0.3355 | 8.7255 | 890 | 0.8611 | 0.4034 | 0.8611 | 0.9279 |
497
- | 0.3355 | 8.7451 | 892 | 0.8903 | 0.4128 | 0.8903 | 0.9436 |
498
- | 0.3355 | 8.7647 | 894 | 0.8910 | 0.4128 | 0.8910 | 0.9440 |
499
- | 0.3355 | 8.7843 | 896 | 0.9012 | 0.4128 | 0.9012 | 0.9493 |
500
- | 0.3355 | 8.8039 | 898 | 0.8899 | 0.3421 | 0.8899 | 0.9433 |
501
- | 0.3355 | 8.8235 | 900 | 0.9220 | 0.3596 | 0.9220 | 0.9602 |
502
- | 0.3355 | 8.8431 | 902 | 0.9427 | 0.3831 | 0.9427 | 0.9709 |
503
- | 0.3355 | 8.8627 | 904 | 0.9342 | 0.4186 | 0.9342 | 0.9665 |
504
- | 0.3355 | 8.8824 | 906 | 0.9408 | 0.4302 | 0.9408 | 0.9699 |
505
- | 0.3355 | 8.9020 | 908 | 0.9185 | 0.4527 | 0.9185 | 0.9584 |
506
- | 0.3355 | 8.9216 | 910 | 0.8698 | 0.5140 | 0.8698 | 0.9327 |
507
- | 0.3355 | 8.9412 | 912 | 0.8149 | 0.5130 | 0.8149 | 0.9027 |
508
- | 0.3355 | 8.9608 | 914 | 0.7904 | 0.5447 | 0.7904 | 0.8891 |
509
- | 0.3355 | 8.9804 | 916 | 0.7737 | 0.5610 | 0.7737 | 0.8796 |
510
- | 0.3355 | 9.0 | 918 | 0.7686 | 0.5610 | 0.7686 | 0.8767 |
511
- | 0.3355 | 9.0196 | 920 | 0.7862 | 0.5610 | 0.7862 | 0.8867 |
512
- | 0.3355 | 9.0392 | 922 | 0.8290 | 0.4552 | 0.8290 | 0.9105 |
513
- | 0.3355 | 9.0588 | 924 | 0.8326 | 0.4881 | 0.8326 | 0.9125 |
514
- | 0.3355 | 9.0784 | 926 | 0.7978 | 0.4894 | 0.7978 | 0.8932 |
515
- | 0.3355 | 9.0980 | 928 | 0.7979 | 0.5536 | 0.7979 | 0.8933 |
516
- | 0.3355 | 9.1176 | 930 | 0.8471 | 0.5140 | 0.8471 | 0.9204 |
517
- | 0.3355 | 9.1373 | 932 | 0.9006 | 0.5105 | 0.9006 | 0.9490 |
518
- | 0.3355 | 9.1569 | 934 | 0.8647 | 0.5427 | 0.8647 | 0.9299 |
519
- | 0.3355 | 9.1765 | 936 | 0.7890 | 0.5905 | 0.7890 | 0.8882 |
520
- | 0.3355 | 9.1961 | 938 | 0.7303 | 0.6154 | 0.7303 | 0.8546 |
521
- | 0.3355 | 9.2157 | 940 | 0.7302 | 0.5962 | 0.7302 | 0.8545 |
522
- | 0.3355 | 9.2353 | 942 | 0.7514 | 0.5718 | 0.7514 | 0.8669 |
523
- | 0.3355 | 9.2549 | 944 | 0.7960 | 0.5610 | 0.7960 | 0.8922 |
524
- | 0.3355 | 9.2745 | 946 | 0.8747 | 0.5086 | 0.8747 | 0.9352 |
525
- | 0.3355 | 9.2941 | 948 | 0.9085 | 0.4722 | 0.9085 | 0.9532 |
526
- | 0.3355 | 9.3137 | 950 | 0.9058 | 0.4334 | 0.9058 | 0.9517 |
527
- | 0.3355 | 9.3333 | 952 | 0.8864 | 0.5233 | 0.8864 | 0.9415 |
528
- | 0.3355 | 9.3529 | 954 | 0.8185 | 0.5379 | 0.8185 | 0.9047 |
529
- | 0.3355 | 9.3725 | 956 | 0.7986 | 0.5577 | 0.7986 | 0.8936 |
530
- | 0.3355 | 9.3922 | 958 | 0.8040 | 0.6111 | 0.8040 | 0.8966 |
531
- | 0.3355 | 9.4118 | 960 | 0.8149 | 0.6263 | 0.8149 | 0.9027 |
532
- | 0.3355 | 9.4314 | 962 | 0.8342 | 0.5403 | 0.8342 | 0.9133 |
533
- | 0.3355 | 9.4510 | 964 | 0.8469 | 0.5672 | 0.8469 | 0.9203 |
534
- | 0.3355 | 9.4706 | 966 | 0.8742 | 0.5627 | 0.8742 | 0.9350 |
535
- | 0.3355 | 9.4902 | 968 | 0.9066 | 0.5347 | 0.9066 | 0.9521 |
536
- | 0.3355 | 9.5098 | 970 | 0.9014 | 0.5347 | 0.9014 | 0.9494 |
537
- | 0.3355 | 9.5294 | 972 | 0.8553 | 0.5403 | 0.8553 | 0.9248 |
538
- | 0.3355 | 9.5490 | 974 | 0.7989 | 0.5444 | 0.7989 | 0.8938 |
539
- | 0.3355 | 9.5686 | 976 | 0.7481 | 0.5324 | 0.7481 | 0.8649 |
540
- | 0.3355 | 9.5882 | 978 | 0.7341 | 0.6240 | 0.7341 | 0.8568 |
541
- | 0.3355 | 9.6078 | 980 | 0.7356 | 0.6240 | 0.7356 | 0.8577 |
542
- | 0.3355 | 9.6275 | 982 | 0.7493 | 0.6144 | 0.7493 | 0.8656 |
543
- | 0.3355 | 9.6471 | 984 | 0.7822 | 0.5536 | 0.7822 | 0.8844 |
544
- | 0.3355 | 9.6667 | 986 | 0.8047 | 0.5823 | 0.8047 | 0.8971 |
545
- | 0.3355 | 9.6863 | 988 | 0.8249 | 0.5260 | 0.8249 | 0.9082 |
546
- | 0.3355 | 9.7059 | 990 | 0.8239 | 0.4943 | 0.8239 | 0.9077 |
547
- | 0.3355 | 9.7255 | 992 | 0.7932 | 0.5044 | 0.7932 | 0.8906 |
548
- | 0.3355 | 9.7451 | 994 | 0.7578 | 0.5201 | 0.7578 | 0.8705 |
549
- | 0.3355 | 9.7647 | 996 | 0.7377 | 0.5810 | 0.7377 | 0.8589 |
550
- | 0.3355 | 9.7843 | 998 | 0.7459 | 0.4898 | 0.7459 | 0.8636 |
551
- | 0.0776 | 9.8039 | 1000 | 0.7706 | 0.4377 | 0.7706 | 0.8778 |
552
- | 0.0776 | 9.8235 | 1002 | 0.8106 | 0.4568 | 0.8106 | 0.9003 |
553
- | 0.0776 | 9.8431 | 1004 | 0.8712 | 0.3902 | 0.8712 | 0.9334 |
554
- | 0.0776 | 9.8627 | 1006 | 0.9004 | 0.3636 | 0.9004 | 0.9489 |
555
- | 0.0776 | 9.8824 | 1008 | 0.9323 | 0.3231 | 0.9323 | 0.9656 |
556
- | 0.0776 | 9.9020 | 1010 | 0.9373 | 0.3231 | 0.9373 | 0.9682 |
557
- | 0.0776 | 9.9216 | 1012 | 0.8936 | 0.3138 | 0.8936 | 0.9453 |
558
 
559
 
560
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k19_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k19_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
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+ - Loss: 1.0323
19
+ - Qwk: 0.5626
20
+ - Mse: 1.0323
21
+ - Rmse: 1.0160
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0187 | 2 | 4.5742 | 0.0010 | 4.5742 | 2.1387 |
53
+ | No log | 0.0374 | 4 | 2.7808 | -0.0280 | 2.7808 | 1.6676 |
54
+ | No log | 0.0561 | 6 | 1.4907 | 0.0372 | 1.4907 | 1.2210 |
55
+ | No log | 0.0748 | 8 | 1.2752 | 0.1112 | 1.2752 | 1.1293 |
56
+ | No log | 0.0935 | 10 | 1.1950 | 0.1247 | 1.1950 | 1.0932 |
57
+ | No log | 0.1121 | 12 | 1.2196 | 0.1482 | 1.2196 | 1.1044 |
58
+ | No log | 0.1308 | 14 | 1.2320 | 0.1176 | 1.2320 | 1.1100 |
59
+ | No log | 0.1495 | 16 | 1.2284 | 0.1308 | 1.2284 | 1.1083 |
60
+ | No log | 0.1682 | 18 | 1.3662 | -0.0165 | 1.3662 | 1.1689 |
61
+ | No log | 0.1869 | 20 | 1.3489 | 0.1426 | 1.3489 | 1.1614 |
62
+ | No log | 0.2056 | 22 | 1.1815 | 0.2089 | 1.1815 | 1.0870 |
63
+ | No log | 0.2243 | 24 | 1.1298 | 0.2176 | 1.1298 | 1.0629 |
64
+ | No log | 0.2430 | 26 | 1.0777 | 0.3146 | 1.0777 | 1.0381 |
65
+ | No log | 0.2617 | 28 | 1.2038 | 0.3402 | 1.2038 | 1.0972 |
66
+ | No log | 0.2804 | 30 | 1.3131 | 0.2880 | 1.3131 | 1.1459 |
67
+ | No log | 0.2991 | 32 | 1.0127 | 0.4344 | 1.0127 | 1.0063 |
68
+ | No log | 0.3178 | 34 | 0.9437 | 0.4938 | 0.9437 | 0.9714 |
69
+ | No log | 0.3364 | 36 | 1.2058 | 0.4652 | 1.2058 | 1.0981 |
70
+ | No log | 0.3551 | 38 | 0.9460 | 0.5115 | 0.9460 | 0.9726 |
71
+ | No log | 0.3738 | 40 | 0.8743 | 0.5789 | 0.8743 | 0.9350 |
72
+ | No log | 0.3925 | 42 | 1.1487 | 0.4136 | 1.1487 | 1.0718 |
73
+ | No log | 0.4112 | 44 | 1.0855 | 0.4270 | 1.0855 | 1.0419 |
74
+ | No log | 0.4299 | 46 | 0.8817 | 0.5210 | 0.8817 | 0.9390 |
75
+ | No log | 0.4486 | 48 | 0.7964 | 0.5491 | 0.7964 | 0.8924 |
76
+ | No log | 0.4673 | 50 | 0.7752 | 0.4086 | 0.7752 | 0.8804 |
77
+ | No log | 0.4860 | 52 | 0.7908 | 0.5580 | 0.7908 | 0.8892 |
78
+ | No log | 0.5047 | 54 | 0.8772 | 0.5994 | 0.8772 | 0.9366 |
79
+ | No log | 0.5234 | 56 | 1.1544 | 0.3403 | 1.1544 | 1.0744 |
80
+ | No log | 0.5421 | 58 | 1.1979 | 0.3529 | 1.1979 | 1.0945 |
81
+ | No log | 0.5607 | 60 | 1.0665 | 0.4489 | 1.0665 | 1.0327 |
82
+ | No log | 0.5794 | 62 | 1.0434 | 0.4881 | 1.0434 | 1.0215 |
83
+ | No log | 0.5981 | 64 | 0.8545 | 0.6046 | 0.8545 | 0.9244 |
84
+ | No log | 0.6168 | 66 | 1.0237 | 0.5306 | 1.0237 | 1.0118 |
85
+ | No log | 0.6355 | 68 | 1.3465 | 0.4407 | 1.3465 | 1.1604 |
86
+ | No log | 0.6542 | 70 | 1.1866 | 0.4670 | 1.1866 | 1.0893 |
87
+ | No log | 0.6729 | 72 | 0.9180 | 0.5109 | 0.9180 | 0.9581 |
88
+ | No log | 0.6916 | 74 | 0.8089 | 0.5149 | 0.8089 | 0.8994 |
89
+ | No log | 0.7103 | 76 | 0.8358 | 0.5607 | 0.8358 | 0.9142 |
90
+ | No log | 0.7290 | 78 | 0.8475 | 0.5726 | 0.8475 | 0.9206 |
91
+ | No log | 0.7477 | 80 | 0.8585 | 0.6118 | 0.8585 | 0.9266 |
92
+ | No log | 0.7664 | 82 | 0.8526 | 0.6107 | 0.8526 | 0.9234 |
93
+ | No log | 0.7850 | 84 | 0.8976 | 0.4677 | 0.8976 | 0.9474 |
94
+ | No log | 0.8037 | 86 | 0.9249 | 0.4802 | 0.9249 | 0.9617 |
95
+ | No log | 0.8224 | 88 | 0.8791 | 0.5773 | 0.8791 | 0.9376 |
96
+ | No log | 0.8411 | 90 | 0.8222 | 0.5418 | 0.8222 | 0.9068 |
97
+ | No log | 0.8598 | 92 | 0.8667 | 0.5458 | 0.8667 | 0.9310 |
98
+ | No log | 0.8785 | 94 | 0.9783 | 0.4867 | 0.9783 | 0.9891 |
99
+ | No log | 0.8972 | 96 | 0.9549 | 0.5310 | 0.9549 | 0.9772 |
100
+ | No log | 0.9159 | 98 | 0.7622 | 0.6088 | 0.7622 | 0.8730 |
101
+ | No log | 0.9346 | 100 | 0.7348 | 0.6225 | 0.7348 | 0.8572 |
102
+ | No log | 0.9533 | 102 | 0.7299 | 0.5889 | 0.7299 | 0.8543 |
103
+ | No log | 0.9720 | 104 | 0.8288 | 0.4619 | 0.8288 | 0.9104 |
104
+ | No log | 0.9907 | 106 | 0.7285 | 0.6029 | 0.7285 | 0.8535 |
105
+ | No log | 1.0093 | 108 | 0.7229 | 0.6590 | 0.7229 | 0.8502 |
106
+ | No log | 1.0280 | 110 | 0.7887 | 0.6348 | 0.7887 | 0.8881 |
107
+ | No log | 1.0467 | 112 | 0.8820 | 0.5310 | 0.8820 | 0.9392 |
108
+ | No log | 1.0654 | 114 | 0.7363 | 0.6793 | 0.7363 | 0.8581 |
109
+ | No log | 1.0841 | 116 | 0.6788 | 0.6476 | 0.6788 | 0.8239 |
110
+ | No log | 1.1028 | 118 | 0.6633 | 0.6476 | 0.6633 | 0.8144 |
111
+ | No log | 1.1215 | 120 | 0.7199 | 0.6859 | 0.7199 | 0.8485 |
112
+ | No log | 1.1402 | 122 | 0.7061 | 0.6721 | 0.7061 | 0.8403 |
113
+ | No log | 1.1589 | 124 | 0.6233 | 0.6234 | 0.6233 | 0.7895 |
114
+ | No log | 1.1776 | 126 | 0.6389 | 0.6051 | 0.6389 | 0.7993 |
115
+ | No log | 1.1963 | 128 | 0.6038 | 0.6160 | 0.6038 | 0.7770 |
116
+ | No log | 1.2150 | 130 | 0.6940 | 0.6682 | 0.6940 | 0.8331 |
117
+ | No log | 1.2336 | 132 | 1.1083 | 0.5694 | 1.1083 | 1.0527 |
118
+ | No log | 1.2523 | 134 | 1.1363 | 0.5372 | 1.1363 | 1.0660 |
119
+ | No log | 1.2710 | 136 | 0.8082 | 0.6021 | 0.8082 | 0.8990 |
120
+ | No log | 1.2897 | 138 | 0.6307 | 0.6602 | 0.6307 | 0.7942 |
121
+ | No log | 1.3084 | 140 | 0.6429 | 0.6350 | 0.6429 | 0.8018 |
122
+ | No log | 1.3271 | 142 | 0.7191 | 0.6544 | 0.7191 | 0.8480 |
123
+ | No log | 1.3458 | 144 | 0.9188 | 0.5570 | 0.9188 | 0.9585 |
124
+ | No log | 1.3645 | 146 | 0.9202 | 0.5570 | 0.9202 | 0.9593 |
125
+ | No log | 1.3832 | 148 | 0.9090 | 0.5570 | 0.9090 | 0.9534 |
126
+ | No log | 1.4019 | 150 | 0.8081 | 0.5693 | 0.8081 | 0.8989 |
127
+ | No log | 1.4206 | 152 | 0.7209 | 0.5793 | 0.7209 | 0.8490 |
128
+ | No log | 1.4393 | 154 | 0.7145 | 0.5877 | 0.7145 | 0.8453 |
129
+ | No log | 1.4579 | 156 | 0.7067 | 0.6692 | 0.7067 | 0.8407 |
130
+ | No log | 1.4766 | 158 | 0.7543 | 0.6554 | 0.7543 | 0.8685 |
131
+ | No log | 1.4953 | 160 | 0.8483 | 0.5878 | 0.8483 | 0.9210 |
132
+ | No log | 1.5140 | 162 | 1.0342 | 0.5765 | 1.0342 | 1.0170 |
133
+ | No log | 1.5327 | 164 | 1.0431 | 0.5340 | 1.0431 | 1.0213 |
134
+ | No log | 1.5514 | 166 | 0.8056 | 0.5902 | 0.8056 | 0.8976 |
135
+ | No log | 1.5701 | 168 | 0.6654 | 0.6840 | 0.6654 | 0.8157 |
136
+ | No log | 1.5888 | 170 | 0.6515 | 0.6736 | 0.6515 | 0.8072 |
137
+ | No log | 1.6075 | 172 | 0.6642 | 0.6516 | 0.6642 | 0.8150 |
138
+ | No log | 1.6262 | 174 | 0.7940 | 0.5932 | 0.7940 | 0.8911 |
139
+ | No log | 1.6449 | 176 | 1.0159 | 0.5637 | 1.0159 | 1.0079 |
140
+ | No log | 1.6636 | 178 | 0.9652 | 0.5751 | 0.9652 | 0.9825 |
141
+ | No log | 1.6822 | 180 | 0.9152 | 0.5751 | 0.9152 | 0.9566 |
142
+ | No log | 1.7009 | 182 | 0.7218 | 0.6245 | 0.7218 | 0.8496 |
143
+ | No log | 1.7196 | 184 | 0.6519 | 0.6637 | 0.6519 | 0.8074 |
144
+ | No log | 1.7383 | 186 | 0.6563 | 0.6619 | 0.6563 | 0.8101 |
145
+ | No log | 1.7570 | 188 | 0.7540 | 0.6167 | 0.7540 | 0.8684 |
146
+ | No log | 1.7757 | 190 | 0.9572 | 0.5564 | 0.9572 | 0.9783 |
147
+ | No log | 1.7944 | 192 | 0.8626 | 0.5584 | 0.8626 | 0.9288 |
148
+ | No log | 1.8131 | 194 | 0.6946 | 0.6224 | 0.6946 | 0.8334 |
149
+ | No log | 1.8318 | 196 | 0.7091 | 0.5989 | 0.7091 | 0.8421 |
150
+ | No log | 1.8505 | 198 | 0.7525 | 0.5825 | 0.7525 | 0.8674 |
151
+ | No log | 1.8692 | 200 | 0.6880 | 0.6609 | 0.6880 | 0.8294 |
152
+ | No log | 1.8879 | 202 | 0.7236 | 0.6235 | 0.7236 | 0.8507 |
153
+ | No log | 1.9065 | 204 | 0.8839 | 0.5584 | 0.8839 | 0.9402 |
154
+ | No log | 1.9252 | 206 | 0.8501 | 0.5614 | 0.8501 | 0.9220 |
155
+ | No log | 1.9439 | 208 | 0.7564 | 0.5359 | 0.7564 | 0.8697 |
156
+ | No log | 1.9626 | 210 | 0.7212 | 0.5069 | 0.7212 | 0.8492 |
157
+ | No log | 1.9813 | 212 | 0.7238 | 0.4994 | 0.7238 | 0.8507 |
158
+ | No log | 2.0 | 214 | 0.7327 | 0.5941 | 0.7327 | 0.8560 |
159
+ | No log | 2.0187 | 216 | 0.7425 | 0.6286 | 0.7425 | 0.8617 |
160
+ | No log | 2.0374 | 218 | 0.7449 | 0.6722 | 0.7449 | 0.8631 |
161
+ | No log | 2.0561 | 220 | 1.0873 | 0.5683 | 1.0873 | 1.0427 |
162
+ | No log | 2.0748 | 222 | 1.4994 | 0.4505 | 1.4994 | 1.2245 |
163
+ | No log | 2.0935 | 224 | 1.4575 | 0.4259 | 1.4575 | 1.2073 |
164
+ | No log | 2.1121 | 226 | 1.1224 | 0.5710 | 1.1224 | 1.0594 |
165
+ | No log | 2.1308 | 228 | 0.7642 | 0.6426 | 0.7642 | 0.8742 |
166
+ | No log | 2.1495 | 230 | 0.6880 | 0.5981 | 0.6880 | 0.8295 |
167
+ | No log | 2.1682 | 232 | 0.7112 | 0.5653 | 0.7112 | 0.8433 |
168
+ | No log | 2.1869 | 234 | 0.6641 | 0.5830 | 0.6641 | 0.8149 |
169
+ | No log | 2.2056 | 236 | 0.6985 | 0.5596 | 0.6985 | 0.8357 |
170
+ | No log | 2.2243 | 238 | 0.7410 | 0.6121 | 0.7410 | 0.8608 |
171
+ | No log | 2.2430 | 240 | 0.7106 | 0.6066 | 0.7106 | 0.8430 |
172
+ | No log | 2.2617 | 242 | 0.7305 | 0.5927 | 0.7305 | 0.8547 |
173
+ | No log | 2.2804 | 244 | 0.7468 | 0.5704 | 0.7468 | 0.8642 |
174
+ | No log | 2.2991 | 246 | 0.7300 | 0.5587 | 0.7300 | 0.8544 |
175
+ | No log | 2.3178 | 248 | 0.6805 | 0.6065 | 0.6805 | 0.8249 |
176
+ | No log | 2.3364 | 250 | 0.6815 | 0.5846 | 0.6815 | 0.8255 |
177
+ | No log | 2.3551 | 252 | 0.6634 | 0.6718 | 0.6634 | 0.8145 |
178
+ | No log | 2.3738 | 254 | 0.7748 | 0.5747 | 0.7748 | 0.8802 |
179
+ | No log | 2.3925 | 256 | 0.8005 | 0.5686 | 0.8005 | 0.8947 |
180
+ | No log | 2.4112 | 258 | 0.7806 | 0.5469 | 0.7806 | 0.8835 |
181
+ | No log | 2.4299 | 260 | 0.7263 | 0.5291 | 0.7263 | 0.8522 |
182
+ | No log | 2.4486 | 262 | 0.7259 | 0.5574 | 0.7259 | 0.8520 |
183
+ | No log | 2.4673 | 264 | 0.8280 | 0.5210 | 0.8280 | 0.9100 |
184
+ | No log | 2.4860 | 266 | 0.8580 | 0.5495 | 0.8580 | 0.9263 |
185
+ | No log | 2.5047 | 268 | 0.7627 | 0.5827 | 0.7627 | 0.8733 |
186
+ | No log | 2.5234 | 270 | 0.7255 | 0.5683 | 0.7255 | 0.8518 |
187
+ | No log | 2.5421 | 272 | 0.7375 | 0.5683 | 0.7375 | 0.8588 |
188
+ | No log | 2.5607 | 274 | 0.8065 | 0.5326 | 0.8065 | 0.8980 |
189
+ | No log | 2.5794 | 276 | 0.9238 | 0.5280 | 0.9238 | 0.9611 |
190
+ | No log | 2.5981 | 278 | 1.0320 | 0.5324 | 1.0320 | 1.0159 |
191
+ | No log | 2.6168 | 280 | 0.9521 | 0.5379 | 0.9521 | 0.9757 |
192
+ | No log | 2.6355 | 282 | 0.8097 | 0.4757 | 0.8097 | 0.8998 |
193
+ | No log | 2.6542 | 284 | 0.7511 | 0.5470 | 0.7511 | 0.8667 |
194
+ | No log | 2.6729 | 286 | 0.7478 | 0.5592 | 0.7478 | 0.8647 |
195
+ | No log | 2.6916 | 288 | 0.7426 | 0.5404 | 0.7426 | 0.8618 |
196
+ | No log | 2.7103 | 290 | 0.7524 | 0.5752 | 0.7524 | 0.8674 |
197
+ | No log | 2.7290 | 292 | 0.8193 | 0.4470 | 0.8193 | 0.9052 |
198
+ | No log | 2.7477 | 294 | 0.8525 | 0.4513 | 0.8525 | 0.9233 |
199
+ | No log | 2.7664 | 296 | 0.8033 | 0.4369 | 0.8033 | 0.8963 |
200
+ | No log | 2.7850 | 298 | 0.7437 | 0.6199 | 0.7437 | 0.8624 |
201
+ | No log | 2.8037 | 300 | 0.7512 | 0.5712 | 0.7512 | 0.8667 |
202
+ | No log | 2.8224 | 302 | 0.7499 | 0.5888 | 0.7499 | 0.8659 |
203
+ | No log | 2.8411 | 304 | 0.7094 | 0.6129 | 0.7094 | 0.8423 |
204
+ | No log | 2.8598 | 306 | 0.7412 | 0.5693 | 0.7412 | 0.8609 |
205
+ | No log | 2.8785 | 308 | 0.8888 | 0.5208 | 0.8888 | 0.9428 |
206
+ | No log | 2.8972 | 310 | 0.9057 | 0.5208 | 0.9057 | 0.9517 |
207
+ | No log | 2.9159 | 312 | 0.8538 | 0.4328 | 0.8538 | 0.9240 |
208
+ | No log | 2.9346 | 314 | 0.8418 | 0.4328 | 0.8418 | 0.9175 |
209
+ | No log | 2.9533 | 316 | 0.7881 | 0.4364 | 0.7881 | 0.8878 |
210
+ | No log | 2.9720 | 318 | 0.7585 | 0.6212 | 0.7585 | 0.8709 |
211
+ | No log | 2.9907 | 320 | 0.7547 | 0.6097 | 0.7547 | 0.8688 |
212
+ | No log | 3.0093 | 322 | 0.7585 | 0.6218 | 0.7585 | 0.8709 |
213
+ | No log | 3.0280 | 324 | 0.8208 | 0.5581 | 0.8208 | 0.9060 |
214
+ | No log | 3.0467 | 326 | 0.8633 | 0.4879 | 0.8633 | 0.9291 |
215
+ | No log | 3.0654 | 328 | 0.8824 | 0.4754 | 0.8824 | 0.9394 |
216
+ | No log | 3.0841 | 330 | 0.8878 | 0.4107 | 0.8878 | 0.9422 |
217
+ | No log | 3.1028 | 332 | 0.8655 | 0.3632 | 0.8655 | 0.9303 |
218
+ | No log | 3.1215 | 334 | 0.8483 | 0.4572 | 0.8483 | 0.9210 |
219
+ | No log | 3.1402 | 336 | 0.7967 | 0.5702 | 0.7967 | 0.8926 |
220
+ | No log | 3.1589 | 338 | 0.7524 | 0.6109 | 0.7524 | 0.8674 |
221
+ | No log | 3.1776 | 340 | 0.7382 | 0.6277 | 0.7382 | 0.8592 |
222
+ | No log | 3.1963 | 342 | 0.7411 | 0.6420 | 0.7411 | 0.8609 |
223
+ | No log | 3.2150 | 344 | 0.7355 | 0.7001 | 0.7355 | 0.8576 |
224
+ | No log | 3.2336 | 346 | 0.7300 | 0.6128 | 0.7300 | 0.8544 |
225
+ | No log | 3.2523 | 348 | 0.7420 | 0.6206 | 0.7420 | 0.8614 |
226
+ | No log | 3.2710 | 350 | 0.7524 | 0.5658 | 0.7524 | 0.8674 |
227
+ | No log | 3.2897 | 352 | 0.7430 | 0.5474 | 0.7430 | 0.8620 |
228
+ | No log | 3.3084 | 354 | 0.7682 | 0.4444 | 0.7682 | 0.8765 |
229
+ | No log | 3.3271 | 356 | 0.8167 | 0.4142 | 0.8167 | 0.9037 |
230
+ | No log | 3.3458 | 358 | 0.8538 | 0.4394 | 0.8538 | 0.9240 |
231
+ | No log | 3.3645 | 360 | 0.8231 | 0.5077 | 0.8231 | 0.9072 |
232
+ | No log | 3.3832 | 362 | 0.7618 | 0.5501 | 0.7618 | 0.8728 |
233
+ | No log | 3.4019 | 364 | 0.7508 | 0.5892 | 0.7508 | 0.8665 |
234
+ | No log | 3.4206 | 366 | 0.7568 | 0.5547 | 0.7568 | 0.8700 |
235
+ | No log | 3.4393 | 368 | 0.7491 | 0.5797 | 0.7491 | 0.8655 |
236
+ | No log | 3.4579 | 370 | 0.7581 | 0.5571 | 0.7581 | 0.8707 |
237
+ | No log | 3.4766 | 372 | 0.8279 | 0.5556 | 0.8279 | 0.9099 |
238
+ | No log | 3.4953 | 374 | 0.8771 | 0.5614 | 0.8771 | 0.9365 |
239
+ | No log | 3.5140 | 376 | 0.8253 | 0.5683 | 0.8253 | 0.9084 |
240
+ | No log | 3.5327 | 378 | 0.7484 | 0.5523 | 0.7484 | 0.8651 |
241
+ | No log | 3.5514 | 380 | 0.7120 | 0.6010 | 0.7120 | 0.8438 |
242
+ | No log | 3.5701 | 382 | 0.7251 | 0.5660 | 0.7251 | 0.8516 |
243
+ | No log | 3.5888 | 384 | 0.8394 | 0.5814 | 0.8394 | 0.9162 |
244
+ | No log | 3.6075 | 386 | 0.9848 | 0.5605 | 0.9848 | 0.9924 |
245
+ | No log | 3.6262 | 388 | 0.9667 | 0.5530 | 0.9667 | 0.9832 |
246
+ | No log | 3.6449 | 390 | 0.8226 | 0.5658 | 0.8226 | 0.9070 |
247
+ | No log | 3.6636 | 392 | 0.7204 | 0.5645 | 0.7204 | 0.8488 |
248
+ | No log | 3.6822 | 394 | 0.7049 | 0.6206 | 0.7049 | 0.8396 |
249
+ | No log | 3.7009 | 396 | 0.6960 | 0.6206 | 0.6960 | 0.8343 |
250
+ | No log | 3.7196 | 398 | 0.6868 | 0.6718 | 0.6868 | 0.8287 |
251
+ | No log | 3.7383 | 400 | 0.7279 | 0.5801 | 0.7279 | 0.8532 |
252
+ | No log | 3.7570 | 402 | 0.7546 | 0.5026 | 0.7546 | 0.8687 |
253
+ | No log | 3.7757 | 404 | 0.7738 | 0.5586 | 0.7738 | 0.8797 |
254
+ | No log | 3.7944 | 406 | 0.7313 | 0.5801 | 0.7313 | 0.8551 |
255
+ | No log | 3.8131 | 408 | 0.6802 | 0.6702 | 0.6802 | 0.8247 |
256
+ | No log | 3.8318 | 410 | 0.6792 | 0.6957 | 0.6792 | 0.8241 |
257
+ | No log | 3.8505 | 412 | 0.6678 | 0.6312 | 0.6678 | 0.8172 |
258
+ | No log | 3.8692 | 414 | 0.6786 | 0.6312 | 0.6786 | 0.8237 |
259
+ | No log | 3.8879 | 416 | 0.6877 | 0.6344 | 0.6877 | 0.8293 |
260
+ | No log | 3.9065 | 418 | 0.6947 | 0.6029 | 0.6947 | 0.8335 |
261
+ | No log | 3.9252 | 420 | 0.7179 | 0.6302 | 0.7179 | 0.8473 |
262
+ | No log | 3.9439 | 422 | 0.7313 | 0.5892 | 0.7313 | 0.8551 |
263
+ | No log | 3.9626 | 424 | 0.7957 | 0.5712 | 0.7957 | 0.8920 |
264
+ | No log | 3.9813 | 426 | 0.8376 | 0.5913 | 0.8376 | 0.9152 |
265
+ | No log | 4.0 | 428 | 0.7631 | 0.5706 | 0.7631 | 0.8735 |
266
+ | No log | 4.0187 | 430 | 0.7443 | 0.5587 | 0.7443 | 0.8627 |
267
+ | No log | 4.0374 | 432 | 0.7315 | 0.5295 | 0.7315 | 0.8553 |
268
+ | No log | 4.0561 | 434 | 0.7192 | 0.5413 | 0.7192 | 0.8481 |
269
+ | No log | 4.0748 | 436 | 0.7549 | 0.5914 | 0.7549 | 0.8689 |
270
+ | No log | 4.0935 | 438 | 0.8840 | 0.5791 | 0.8840 | 0.9402 |
271
+ | No log | 4.1121 | 440 | 0.9597 | 0.5567 | 0.9597 | 0.9796 |
272
+ | No log | 4.1308 | 442 | 0.9966 | 0.5567 | 0.9966 | 0.9983 |
273
+ | No log | 4.1495 | 444 | 0.9727 | 0.5443 | 0.9727 | 0.9862 |
274
+ | No log | 4.1682 | 446 | 0.8682 | 0.5498 | 0.8682 | 0.9318 |
275
+ | No log | 4.1869 | 448 | 0.7888 | 0.5264 | 0.7888 | 0.8881 |
276
+ | No log | 4.2056 | 450 | 0.7894 | 0.5098 | 0.7894 | 0.8885 |
277
+ | No log | 4.2243 | 452 | 0.8226 | 0.5022 | 0.8226 | 0.9070 |
278
+ | No log | 4.2430 | 454 | 0.7916 | 0.5009 | 0.7916 | 0.8897 |
279
+ | No log | 4.2617 | 456 | 0.7990 | 0.4877 | 0.7990 | 0.8939 |
280
+ | No log | 4.2804 | 458 | 0.9364 | 0.5614 | 0.9364 | 0.9677 |
281
+ | No log | 4.2991 | 460 | 1.0472 | 0.5649 | 1.0472 | 1.0233 |
282
+ | No log | 4.3178 | 462 | 1.0383 | 0.5649 | 1.0383 | 1.0190 |
283
+ | No log | 4.3364 | 464 | 0.9462 | 0.5405 | 0.9462 | 0.9727 |
284
+ | No log | 4.3551 | 466 | 0.8734 | 0.4335 | 0.8734 | 0.9345 |
285
+ | No log | 4.3738 | 468 | 0.8444 | 0.4364 | 0.8444 | 0.9189 |
286
+ | No log | 4.3925 | 470 | 0.8090 | 0.5126 | 0.8090 | 0.8994 |
287
+ | No log | 4.4112 | 472 | 0.7907 | 0.5126 | 0.7907 | 0.8892 |
288
+ | No log | 4.4299 | 474 | 0.8195 | 0.4982 | 0.8195 | 0.9053 |
289
+ | No log | 4.4486 | 476 | 0.8560 | 0.4579 | 0.8560 | 0.9252 |
290
+ | No log | 4.4673 | 478 | 0.8706 | 0.4808 | 0.8706 | 0.9331 |
291
+ | No log | 4.4860 | 480 | 0.8521 | 0.5184 | 0.8521 | 0.9231 |
292
+ | No log | 4.5047 | 482 | 0.8453 | 0.4757 | 0.8453 | 0.9194 |
293
+ | No log | 4.5234 | 484 | 0.8408 | 0.4757 | 0.8408 | 0.9169 |
294
+ | No log | 4.5421 | 486 | 0.8057 | 0.4685 | 0.8057 | 0.8976 |
295
+ | No log | 4.5607 | 488 | 0.8012 | 0.4729 | 0.8012 | 0.8951 |
296
+ | No log | 4.5794 | 490 | 0.8360 | 0.5550 | 0.8360 | 0.9143 |
297
+ | No log | 4.5981 | 492 | 0.8987 | 0.5320 | 0.8987 | 0.9480 |
298
+ | No log | 4.6168 | 494 | 0.9088 | 0.5105 | 0.9088 | 0.9533 |
299
+ | No log | 4.6355 | 496 | 0.8803 | 0.5180 | 0.8803 | 0.9382 |
300
+ | No log | 4.6542 | 498 | 0.8069 | 0.5487 | 0.8069 | 0.8983 |
301
+ | 0.3386 | 4.6729 | 500 | 0.7641 | 0.6095 | 0.7641 | 0.8741 |
302
+ | 0.3386 | 4.6916 | 502 | 0.7546 | 0.6095 | 0.7546 | 0.8687 |
303
+ | 0.3386 | 4.7103 | 504 | 0.7642 | 0.5443 | 0.7642 | 0.8742 |
304
+ | 0.3386 | 4.7290 | 506 | 0.8479 | 0.5196 | 0.8479 | 0.9208 |
305
+ | 0.3386 | 4.7477 | 508 | 0.9612 | 0.5334 | 0.9612 | 0.9804 |
306
+ | 0.3386 | 4.7664 | 510 | 1.0323 | 0.5626 | 1.0323 | 1.0160 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions