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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k15_task7_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k14_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k14_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.0650
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- - Qwk: 0.1611
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- - Mse: 1.0650
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- - Rmse: 1.0320
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  ## Model description
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@@ -49,261 +49,697 @@ 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 | 0.0417 | 2 | 2.5943 | -0.0788 | 2.5943 | 1.6107 |
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- | No log | 0.0833 | 4 | 1.4325 | 0.1002 | 1.4325 | 1.1969 |
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- | No log | 0.125 | 6 | 0.8247 | 0.1786 | 0.8247 | 0.9081 |
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- | No log | 0.1667 | 8 | 0.9930 | -0.0831 | 0.9930 | 0.9965 |
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- | No log | 0.2083 | 10 | 1.4592 | -0.1097 | 1.4592 | 1.2080 |
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- | No log | 0.25 | 12 | 1.1959 | -0.2100 | 1.1959 | 1.0936 |
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- | No log | 0.2917 | 14 | 0.9111 | 0.0359 | 0.9111 | 0.9545 |
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- | No log | 0.3333 | 16 | 0.8444 | 0.0757 | 0.8444 | 0.9189 |
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- | No log | 0.375 | 18 | 0.8455 | 0.0 | 0.8455 | 0.9195 |
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- | No log | 0.4167 | 20 | 0.8282 | 0.0 | 0.8282 | 0.9101 |
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- | No log | 0.4583 | 22 | 0.7893 | 0.1508 | 0.7893 | 0.8884 |
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- | No log | 0.5 | 24 | 0.8306 | 0.2589 | 0.8306 | 0.9114 |
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- | No log | 0.5417 | 26 | 0.8866 | 0.2574 | 0.8866 | 0.9416 |
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- | No log | 0.5833 | 28 | 0.8403 | 0.1648 | 0.8403 | 0.9167 |
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- | No log | 0.625 | 30 | 0.8295 | 0.0757 | 0.8295 | 0.9108 |
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- | No log | 0.6667 | 32 | 0.8537 | 0.0 | 0.8537 | 0.9239 |
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- | No log | 0.7083 | 34 | 0.8197 | 0.0359 | 0.8197 | 0.9054 |
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- | No log | 0.75 | 36 | 0.7974 | 0.0717 | 0.7974 | 0.8930 |
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- | No log | 0.7917 | 38 | 0.7886 | 0.0265 | 0.7886 | 0.8880 |
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- | No log | 0.8333 | 40 | 0.7907 | 0.1648 | 0.7907 | 0.8892 |
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- | No log | 0.875 | 42 | 0.7807 | 0.1699 | 0.7807 | 0.8836 |
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- | No log | 0.9167 | 44 | 0.7934 | 0.0410 | 0.7934 | 0.8907 |
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- | No log | 0.9583 | 46 | 0.8174 | -0.0339 | 0.8174 | 0.9041 |
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- | No log | 1.0 | 48 | 0.7641 | -0.0054 | 0.7641 | 0.8741 |
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- | No log | 1.0417 | 50 | 0.7275 | -0.0054 | 0.7275 | 0.8529 |
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- | No log | 1.0833 | 52 | 0.7240 | 0.1807 | 0.7240 | 0.8509 |
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- | No log | 1.125 | 54 | 0.7434 | 0.1007 | 0.7434 | 0.8622 |
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- | No log | 1.1667 | 56 | 0.8451 | 0.1924 | 0.8451 | 0.9193 |
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- | No log | 1.2083 | 58 | 0.9690 | 0.1571 | 0.9690 | 0.9844 |
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- | No log | 1.25 | 60 | 0.9378 | 0.2495 | 0.9378 | 0.9684 |
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- | No log | 1.2917 | 62 | 0.8724 | 0.1483 | 0.8724 | 0.9340 |
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- | No log | 1.3333 | 64 | 0.9158 | 0.1492 | 0.9158 | 0.9570 |
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- | No log | 1.375 | 66 | 0.9361 | 0.1379 | 0.9361 | 0.9675 |
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- | No log | 1.4167 | 68 | 0.9737 | 0.0262 | 0.9737 | 0.9867 |
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- | No log | 1.4583 | 70 | 0.9870 | -0.0138 | 0.9870 | 0.9935 |
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- | No log | 1.5 | 72 | 1.0128 | -0.0204 | 1.0128 | 1.0064 |
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- | No log | 1.5417 | 74 | 1.0311 | -0.0204 | 1.0311 | 1.0154 |
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- | No log | 1.5833 | 76 | 1.0573 | 0.0054 | 1.0573 | 1.0282 |
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- | No log | 1.625 | 78 | 1.0874 | 0.0248 | 1.0874 | 1.0428 |
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- | No log | 1.6667 | 80 | 1.0864 | -0.0600 | 1.0864 | 1.0423 |
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- | No log | 1.7083 | 82 | 1.0706 | -0.0561 | 1.0706 | 1.0347 |
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- | No log | 1.75 | 84 | 1.1082 | -0.0951 | 1.1082 | 1.0527 |
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- | No log | 1.7917 | 86 | 1.1601 | -0.0652 | 1.1601 | 1.0771 |
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- | No log | 1.8333 | 88 | 1.1967 | 0.1045 | 1.1967 | 1.0939 |
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- | No log | 1.875 | 90 | 1.2142 | 0.0673 | 1.2142 | 1.1019 |
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- | No log | 1.9167 | 92 | 1.2047 | 0.0390 | 1.2047 | 1.0976 |
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- | No log | 1.9583 | 94 | 1.1698 | 0.0768 | 1.1698 | 1.0816 |
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- | No log | 2.0 | 96 | 1.1769 | 0.0896 | 1.1769 | 1.0849 |
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- | No log | 2.0417 | 98 | 1.0100 | 0.2493 | 1.0100 | 1.0050 |
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- | No log | 2.0833 | 100 | 1.0267 | 0.1884 | 1.0267 | 1.0132 |
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- | No log | 2.125 | 102 | 0.9833 | 0.2054 | 0.9833 | 0.9916 |
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- | No log | 2.1667 | 104 | 1.0987 | 0.0459 | 1.0987 | 1.0482 |
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- | No log | 2.2083 | 106 | 1.0759 | 0.0488 | 1.0759 | 1.0372 |
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- | No log | 2.25 | 108 | 0.9478 | -0.0907 | 0.9478 | 0.9735 |
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- | No log | 2.2917 | 110 | 0.8499 | 0.1007 | 0.8499 | 0.9219 |
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- | No log | 2.3333 | 112 | 1.0063 | 0.2923 | 1.0063 | 1.0031 |
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- | No log | 2.375 | 114 | 1.0507 | 0.2119 | 1.0507 | 1.0250 |
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- | No log | 2.4167 | 116 | 0.9050 | 0.2784 | 0.9050 | 0.9513 |
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- | No log | 2.4583 | 118 | 0.7912 | 0.2285 | 0.7912 | 0.8895 |
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- | No log | 2.5 | 120 | 0.8238 | 0.1379 | 0.8238 | 0.9076 |
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- | No log | 2.5417 | 122 | 0.8768 | 0.2458 | 0.8768 | 0.9364 |
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- | No log | 2.5833 | 124 | 1.0033 | 0.2544 | 1.0033 | 1.0017 |
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- | No log | 2.625 | 126 | 1.0679 | 0.2544 | 1.0679 | 1.0334 |
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- | No log | 2.6667 | 128 | 1.1224 | 0.2219 | 1.1224 | 1.0594 |
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- | No log | 2.7083 | 130 | 1.1958 | 0.1158 | 1.1958 | 1.0935 |
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- | No log | 2.75 | 132 | 1.1428 | 0.1518 | 1.1428 | 1.0690 |
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- | No log | 2.7917 | 134 | 1.1221 | 0.1407 | 1.1221 | 1.0593 |
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- | No log | 2.8333 | 136 | 1.0556 | 0.1143 | 1.0556 | 1.0274 |
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- | No log | 2.875 | 138 | 0.9914 | 0.2071 | 0.9914 | 0.9957 |
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- | No log | 2.9167 | 140 | 1.0117 | -0.0409 | 1.0117 | 1.0058 |
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- | No log | 2.9583 | 142 | 1.0643 | -0.0623 | 1.0643 | 1.0317 |
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- | No log | 3.0 | 144 | 0.9945 | -0.0361 | 0.9945 | 0.9973 |
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- | No log | 3.0417 | 146 | 0.9411 | 0.1753 | 0.9411 | 0.9701 |
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- | No log | 3.0833 | 148 | 1.0225 | 0.1853 | 1.0225 | 1.0112 |
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- | No log | 3.125 | 150 | 1.1215 | -0.0317 | 1.1215 | 1.0590 |
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- | No log | 3.1667 | 152 | 1.1503 | 0.0703 | 1.1503 | 1.0725 |
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- | No log | 3.2083 | 154 | 1.0794 | 0.1425 | 1.0794 | 1.0389 |
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- | No log | 3.25 | 156 | 1.0676 | 0.2877 | 1.0676 | 1.0333 |
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- | No log | 3.2917 | 158 | 1.0175 | 0.1192 | 1.0175 | 1.0087 |
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- | No log | 3.3333 | 160 | 0.9711 | 0.0712 | 0.9711 | 0.9854 |
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- | No log | 3.375 | 162 | 0.9879 | 0.1260 | 0.9879 | 0.9939 |
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- | No log | 3.4167 | 164 | 1.0860 | 0.1553 | 1.0860 | 1.0421 |
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- | No log | 3.4583 | 166 | 1.1371 | 0.1864 | 1.1371 | 1.0664 |
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- | No log | 3.5 | 168 | 1.1878 | 0.2199 | 1.1878 | 1.0899 |
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- | No log | 3.5417 | 170 | 1.2134 | 0.1752 | 1.2134 | 1.1015 |
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- | No log | 3.5833 | 172 | 1.2017 | 0.1986 | 1.2017 | 1.0962 |
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- | No log | 3.625 | 174 | 1.2212 | 0.0640 | 1.2212 | 1.1051 |
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- | No log | 3.6667 | 176 | 1.1528 | 0.1449 | 1.1528 | 1.0737 |
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- | No log | 3.7083 | 178 | 1.0883 | 0.0094 | 1.0883 | 1.0432 |
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- | No log | 3.75 | 180 | 1.0721 | 0.1926 | 1.0721 | 1.0354 |
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- | No log | 3.7917 | 182 | 0.9954 | 0.1102 | 0.9954 | 0.9977 |
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- | No log | 3.8333 | 184 | 1.0143 | -0.0105 | 1.0143 | 1.0071 |
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- | No log | 3.875 | 186 | 1.0614 | -0.0396 | 1.0614 | 1.0302 |
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- | No log | 3.9167 | 188 | 1.0767 | 0.1954 | 1.0767 | 1.0377 |
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- | No log | 3.9583 | 190 | 1.1741 | 0.0576 | 1.1741 | 1.0836 |
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- | No log | 4.0 | 192 | 1.2242 | 0.0741 | 1.2242 | 1.1064 |
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- | No log | 4.0417 | 194 | 1.3640 | -0.0031 | 1.3640 | 1.1679 |
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- | No log | 4.0833 | 196 | 1.2572 | -0.0017 | 1.2572 | 1.1212 |
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- | No log | 4.125 | 198 | 1.1004 | 0.1482 | 1.1004 | 1.0490 |
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- | No log | 4.1667 | 200 | 1.0314 | 0.2147 | 1.0314 | 1.0156 |
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- | No log | 4.2083 | 202 | 1.0105 | 0.0285 | 1.0105 | 1.0052 |
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- | No log | 4.25 | 204 | 1.0413 | 0.1331 | 1.0413 | 1.0205 |
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- | No log | 4.2917 | 206 | 0.9361 | 0.1500 | 0.9361 | 0.9675 |
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- | No log | 4.3333 | 208 | 0.9394 | 0.1578 | 0.9394 | 0.9692 |
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- | No log | 4.375 | 210 | 0.9371 | 0.1905 | 0.9371 | 0.9680 |
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- | No log | 4.4167 | 212 | 0.9797 | 0.1587 | 0.9797 | 0.9898 |
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- | No log | 4.4583 | 214 | 1.0389 | 0.0826 | 1.0389 | 1.0193 |
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- | No log | 4.5 | 216 | 1.1273 | 0.1852 | 1.1273 | 1.0617 |
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- | No log | 4.5417 | 218 | 1.1397 | 0.1313 | 1.1397 | 1.0676 |
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- | No log | 4.5833 | 220 | 1.1278 | 0.1225 | 1.1278 | 1.0620 |
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- | No log | 4.625 | 222 | 1.1394 | 0.1223 | 1.1394 | 1.0674 |
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- | No log | 4.6667 | 224 | 1.1170 | 0.1257 | 1.1170 | 1.0569 |
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- | No log | 4.7083 | 226 | 1.0491 | 0.2692 | 1.0491 | 1.0243 |
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- | No log | 4.75 | 228 | 0.9907 | 0.2692 | 0.9907 | 0.9953 |
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- | No log | 4.7917 | 230 | 0.9244 | 0.2583 | 0.9244 | 0.9615 |
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- | No log | 4.8333 | 232 | 0.9121 | 0.2583 | 0.9121 | 0.9550 |
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- | No log | 4.875 | 234 | 0.9607 | 0.2608 | 0.9607 | 0.9802 |
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- | No log | 4.9167 | 236 | 1.0236 | 0.2667 | 1.0236 | 1.0117 |
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- | No log | 4.9583 | 238 | 1.0928 | 0.2258 | 1.0928 | 1.0454 |
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- | No log | 5.0 | 240 | 1.1230 | 0.1816 | 1.1230 | 1.0597 |
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- | No log | 5.0417 | 242 | 1.0139 | 0.1903 | 1.0139 | 1.0069 |
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- | No log | 5.0833 | 244 | 1.0047 | 0.1130 | 1.0047 | 1.0024 |
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- | No log | 5.125 | 246 | 1.1102 | 0.1680 | 1.1102 | 1.0536 |
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- | No log | 5.1667 | 248 | 1.1199 | 0.0708 | 1.1199 | 1.0583 |
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- | No log | 5.2083 | 250 | 1.1037 | 0.0605 | 1.1037 | 1.0506 |
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- | No log | 5.25 | 252 | 1.0777 | 0.1002 | 1.0777 | 1.0381 |
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- | No log | 5.2917 | 254 | 1.1403 | 0.1849 | 1.1403 | 1.0679 |
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- | No log | 5.3333 | 256 | 1.0289 | 0.1691 | 1.0289 | 1.0143 |
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- | No log | 5.375 | 258 | 0.9515 | 0.1661 | 0.9515 | 0.9755 |
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- | No log | 5.4167 | 260 | 0.9296 | 0.1724 | 0.9296 | 0.9642 |
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- | No log | 5.4583 | 262 | 0.9728 | 0.1791 | 0.9728 | 0.9863 |
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- | No log | 5.5 | 264 | 1.0296 | 0.1768 | 1.0296 | 1.0147 |
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- | No log | 5.5417 | 266 | 1.0785 | 0.1728 | 1.0785 | 1.0385 |
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- | No log | 5.5833 | 268 | 1.0998 | 0.1728 | 1.0998 | 1.0487 |
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- | No log | 5.625 | 270 | 1.1868 | 0.1268 | 1.1868 | 1.0894 |
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- | No log | 5.6667 | 272 | 1.1785 | 0.0616 | 1.1785 | 1.0856 |
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- | No log | 5.7083 | 274 | 1.0479 | 0.1122 | 1.0479 | 1.0237 |
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- | No log | 5.75 | 276 | 0.9899 | -0.0379 | 0.9899 | 0.9949 |
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- | No log | 5.7917 | 278 | 0.9879 | 0.0839 | 0.9879 | 0.9939 |
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- | No log | 5.8333 | 280 | 1.0282 | 0.0852 | 1.0282 | 1.0140 |
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- | No log | 5.875 | 282 | 1.0769 | 0.1449 | 1.0769 | 1.0377 |
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- | No log | 5.9167 | 284 | 1.1334 | 0.0730 | 1.1334 | 1.0646 |
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- | No log | 5.9583 | 286 | 1.0393 | 0.1054 | 1.0393 | 1.0194 |
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- | No log | 6.0 | 288 | 0.9031 | 0.0876 | 0.9031 | 0.9503 |
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- | No log | 6.0417 | 290 | 0.9160 | 0.2163 | 0.9160 | 0.9571 |
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- | No log | 6.0833 | 292 | 0.9873 | 0.1859 | 0.9873 | 0.9937 |
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- | No log | 6.125 | 294 | 0.9579 | 0.2071 | 0.9579 | 0.9787 |
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- | No log | 6.1667 | 296 | 0.9441 | 0.1662 | 0.9441 | 0.9717 |
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- | No log | 6.2083 | 298 | 0.9675 | 0.1945 | 0.9675 | 0.9836 |
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- | No log | 6.25 | 300 | 0.9813 | 0.2277 | 0.9813 | 0.9906 |
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- | No log | 6.2917 | 302 | 0.9652 | 0.3173 | 0.9652 | 0.9824 |
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- | No log | 6.3333 | 304 | 0.9651 | 0.2643 | 0.9651 | 0.9824 |
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- | No log | 6.375 | 306 | 0.9670 | 0.2643 | 0.9670 | 0.9834 |
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- | No log | 6.4167 | 308 | 1.0449 | 0.2055 | 1.0449 | 1.0222 |
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- | No log | 6.4583 | 310 | 1.0011 | 0.2420 | 1.0011 | 1.0005 |
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- | No log | 6.5 | 312 | 0.9454 | 0.2501 | 0.9454 | 0.9723 |
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- | No log | 6.5417 | 314 | 0.9259 | 0.1134 | 0.9259 | 0.9622 |
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- | No log | 6.5833 | 316 | 0.9372 | 0.2026 | 0.9372 | 0.9681 |
210
- | No log | 6.625 | 318 | 0.9196 | 0.2542 | 0.9196 | 0.9590 |
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- | No log | 6.6667 | 320 | 0.8716 | 0.3076 | 0.8716 | 0.9336 |
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- | No log | 6.7083 | 322 | 0.8728 | 0.3571 | 0.8728 | 0.9343 |
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- | No log | 6.75 | 324 | 0.9062 | 0.3775 | 0.9062 | 0.9520 |
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- | No log | 6.7917 | 326 | 0.9472 | 0.3775 | 0.9472 | 0.9733 |
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- | No log | 6.8333 | 328 | 0.9170 | 0.4037 | 0.9170 | 0.9576 |
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- | No log | 6.875 | 330 | 0.9103 | 0.1846 | 0.9103 | 0.9541 |
217
- | No log | 6.9167 | 332 | 0.9431 | 0.3616 | 0.9431 | 0.9711 |
218
- | No log | 6.9583 | 334 | 0.9643 | 0.3571 | 0.9643 | 0.9820 |
219
- | No log | 7.0 | 336 | 0.9313 | 0.2634 | 0.9313 | 0.9650 |
220
- | No log | 7.0417 | 338 | 0.9259 | 0.2349 | 0.9259 | 0.9623 |
221
- | No log | 7.0833 | 340 | 0.9304 | 0.1672 | 0.9304 | 0.9646 |
222
- | No log | 7.125 | 342 | 0.9700 | 0.1662 | 0.9700 | 0.9849 |
223
- | No log | 7.1667 | 344 | 0.9410 | 0.1860 | 0.9410 | 0.9701 |
224
- | No log | 7.2083 | 346 | 0.9628 | 0.3339 | 0.9628 | 0.9812 |
225
- | No log | 7.25 | 348 | 1.0228 | 0.3005 | 1.0228 | 1.0113 |
226
- | No log | 7.2917 | 350 | 1.0041 | 0.2828 | 1.0041 | 1.0020 |
227
- | No log | 7.3333 | 352 | 0.9709 | 0.2801 | 0.9709 | 0.9854 |
228
- | No log | 7.375 | 354 | 0.9526 | 0.1816 | 0.9526 | 0.9760 |
229
- | No log | 7.4167 | 356 | 1.0007 | 0.1054 | 1.0007 | 1.0003 |
230
- | No log | 7.4583 | 358 | 1.0109 | 0.1803 | 1.0109 | 1.0054 |
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- | No log | 7.5 | 360 | 1.0559 | 0.2328 | 1.0559 | 1.0276 |
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- | No log | 7.5417 | 362 | 1.1606 | 0.1707 | 1.1606 | 1.0773 |
233
- | No log | 7.5833 | 364 | 1.0590 | 0.1803 | 1.0590 | 1.0291 |
234
- | No log | 7.625 | 366 | 0.9162 | 0.1140 | 0.9162 | 0.9572 |
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- | No log | 7.6667 | 368 | 0.9437 | -0.0085 | 0.9437 | 0.9714 |
236
- | No log | 7.7083 | 370 | 1.0082 | 0.0300 | 1.0082 | 1.0041 |
237
- | No log | 7.75 | 372 | 1.0121 | 0.0220 | 1.0121 | 1.0060 |
238
- | No log | 7.7917 | 374 | 1.0782 | 0.1846 | 1.0782 | 1.0384 |
239
- | No log | 7.8333 | 376 | 1.1237 | 0.1860 | 1.1237 | 1.0601 |
240
- | No log | 7.875 | 378 | 1.0403 | 0.1954 | 1.0403 | 1.0199 |
241
- | No log | 7.9167 | 380 | 1.0221 | 0.0220 | 1.0221 | 1.0110 |
242
- | No log | 7.9583 | 382 | 1.0578 | -0.0281 | 1.0578 | 1.0285 |
243
- | No log | 8.0 | 384 | 1.0581 | 0.0832 | 1.0581 | 1.0286 |
244
- | No log | 8.0417 | 386 | 0.9807 | -0.0291 | 0.9807 | 0.9903 |
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- | No log | 8.0833 | 388 | 0.9412 | 0.0592 | 0.9412 | 0.9701 |
246
- | No log | 8.125 | 390 | 0.9788 | 0.1174 | 0.9788 | 0.9893 |
247
- | No log | 8.1667 | 392 | 1.0368 | 0.2590 | 1.0368 | 1.0182 |
248
- | No log | 8.2083 | 394 | 1.0667 | 0.2310 | 1.0667 | 1.0328 |
249
- | No log | 8.25 | 396 | 1.0118 | 0.1506 | 1.0118 | 1.0059 |
250
- | No log | 8.2917 | 398 | 0.9785 | 0.0627 | 0.9785 | 0.9892 |
251
- | No log | 8.3333 | 400 | 0.9659 | 0.0365 | 0.9659 | 0.9828 |
252
- | No log | 8.375 | 402 | 0.9719 | 0.0813 | 0.9719 | 0.9858 |
253
- | No log | 8.4167 | 404 | 0.9668 | 0.0325 | 0.9668 | 0.9832 |
254
- | No log | 8.4583 | 406 | 0.9933 | 0.1506 | 0.9933 | 0.9967 |
255
- | No log | 8.5 | 408 | 1.0177 | 0.1334 | 1.0177 | 1.0088 |
256
- | No log | 8.5417 | 410 | 0.9704 | 0.1566 | 0.9704 | 0.9851 |
257
- | No log | 8.5833 | 412 | 0.9090 | 0.1869 | 0.9090 | 0.9534 |
258
- | No log | 8.625 | 414 | 0.9364 | -0.0108 | 0.9364 | 0.9677 |
259
- | No log | 8.6667 | 416 | 0.9694 | 0.0648 | 0.9694 | 0.9846 |
260
- | No log | 8.7083 | 418 | 0.9984 | 0.0950 | 0.9984 | 0.9992 |
261
- | No log | 8.75 | 420 | 1.0147 | 0.1198 | 1.0147 | 1.0073 |
262
- | No log | 8.7917 | 422 | 0.9921 | 0.2291 | 0.9921 | 0.9961 |
263
- | No log | 8.8333 | 424 | 0.9920 | 0.2145 | 0.9920 | 0.9960 |
264
- | No log | 8.875 | 426 | 0.9524 | 0.2993 | 0.9524 | 0.9759 |
265
- | No log | 8.9167 | 428 | 0.8707 | 0.2365 | 0.8707 | 0.9331 |
266
- | No log | 8.9583 | 430 | 0.8691 | 0.1806 | 0.8691 | 0.9322 |
267
- | No log | 9.0 | 432 | 0.9087 | 0.0868 | 0.9087 | 0.9532 |
268
- | No log | 9.0417 | 434 | 0.9568 | 0.0868 | 0.9568 | 0.9781 |
269
- | No log | 9.0833 | 436 | 1.0016 | 0.1274 | 1.0016 | 1.0008 |
270
- | No log | 9.125 | 438 | 1.0760 | 0.2849 | 1.0760 | 1.0373 |
271
- | No log | 9.1667 | 440 | 1.1340 | 0.1923 | 1.1340 | 1.0649 |
272
- | No log | 9.2083 | 442 | 1.0726 | 0.2301 | 1.0726 | 1.0357 |
273
- | No log | 9.25 | 444 | 1.0023 | 0.1531 | 1.0023 | 1.0011 |
274
- | No log | 9.2917 | 446 | 0.9813 | 0.1906 | 0.9813 | 0.9906 |
275
- | No log | 9.3333 | 448 | 0.9551 | 0.1906 | 0.9551 | 0.9773 |
276
- | No log | 9.375 | 450 | 0.9322 | 0.2049 | 0.9322 | 0.9655 |
277
- | No log | 9.4167 | 452 | 0.9364 | 0.3092 | 0.9364 | 0.9677 |
278
- | No log | 9.4583 | 454 | 0.9485 | 0.3092 | 0.9485 | 0.9739 |
279
- | No log | 9.5 | 456 | 0.9425 | 0.2029 | 0.9425 | 0.9708 |
280
- | No log | 9.5417 | 458 | 0.9416 | 0.2345 | 0.9416 | 0.9704 |
281
- | No log | 9.5833 | 460 | 0.9553 | 0.2146 | 0.9553 | 0.9774 |
282
- | No log | 9.625 | 462 | 0.9006 | 0.2462 | 0.9006 | 0.9490 |
283
- | No log | 9.6667 | 464 | 0.8811 | 0.2132 | 0.8811 | 0.9387 |
284
- | No log | 9.7083 | 466 | 0.9057 | 0.3092 | 0.9057 | 0.9517 |
285
- | No log | 9.75 | 468 | 0.9124 | 0.3060 | 0.9124 | 0.9552 |
286
- | No log | 9.7917 | 470 | 0.9350 | 0.2950 | 0.9350 | 0.9669 |
287
- | No log | 9.8333 | 472 | 0.9505 | 0.2619 | 0.9505 | 0.9749 |
288
- | No log | 9.875 | 474 | 0.9554 | 0.2572 | 0.9554 | 0.9775 |
289
- | No log | 9.9167 | 476 | 0.9468 | 0.2572 | 0.9468 | 0.9730 |
290
- | No log | 9.9583 | 478 | 0.9273 | 0.2845 | 0.9273 | 0.9630 |
291
- | No log | 10.0 | 480 | 0.9174 | 0.3121 | 0.9174 | 0.9578 |
292
- | No log | 10.0417 | 482 | 0.9223 | 0.3885 | 0.9223 | 0.9604 |
293
- | No log | 10.0833 | 484 | 0.8625 | 0.2839 | 0.8625 | 0.9287 |
294
- | No log | 10.125 | 486 | 0.7794 | 0.2359 | 0.7794 | 0.8828 |
295
- | No log | 10.1667 | 488 | 0.7534 | 0.2914 | 0.7534 | 0.8680 |
296
- | No log | 10.2083 | 490 | 0.7956 | 0.3593 | 0.7956 | 0.8919 |
297
- | No log | 10.25 | 492 | 0.8617 | 0.3754 | 0.8617 | 0.9283 |
298
- | No log | 10.2917 | 494 | 0.9119 | 0.3447 | 0.9119 | 0.9549 |
299
- | No log | 10.3333 | 496 | 0.9454 | 0.3196 | 0.9454 | 0.9723 |
300
- | No log | 10.375 | 498 | 0.9747 | 0.3028 | 0.9747 | 0.9873 |
301
- | 0.311 | 10.4167 | 500 | 1.0156 | 0.2801 | 1.0156 | 1.0077 |
302
- | 0.311 | 10.4583 | 502 | 1.0363 | 0.1968 | 1.0363 | 1.0180 |
303
- | 0.311 | 10.5 | 504 | 1.0838 | 0.1968 | 1.0838 | 1.0410 |
304
- | 0.311 | 10.5417 | 506 | 1.1220 | 0.1107 | 1.1220 | 1.0593 |
305
- | 0.311 | 10.5833 | 508 | 1.1088 | 0.1533 | 1.1088 | 1.0530 |
306
- | 0.311 | 10.625 | 510 | 1.0650 | 0.1611 | 1.0650 | 1.0320 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k15_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k15_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.6813
19
+ - Qwk: 0.3603
20
+ - Mse: 0.6813
21
+ - Rmse: 0.8254
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0392 | 2 | 2.6347 | -0.0109 | 2.6347 | 1.6232 |
53
+ | No log | 0.0784 | 4 | 1.3526 | 0.0754 | 1.3526 | 1.1630 |
54
+ | No log | 0.1176 | 6 | 0.9562 | -0.0660 | 0.9562 | 0.9778 |
55
+ | No log | 0.1569 | 8 | 1.1614 | -0.1043 | 1.1614 | 1.0777 |
56
+ | No log | 0.1961 | 10 | 1.2005 | -0.1168 | 1.2005 | 1.0957 |
57
+ | No log | 0.2353 | 12 | 1.2453 | -0.1485 | 1.2453 | 1.1159 |
58
+ | No log | 0.2745 | 14 | 1.2705 | -0.1343 | 1.2705 | 1.1272 |
59
+ | No log | 0.3137 | 16 | 1.2022 | -0.0712 | 1.2022 | 1.0964 |
60
+ | No log | 0.3529 | 18 | 1.0434 | -0.2472 | 1.0434 | 1.0215 |
61
+ | No log | 0.3922 | 20 | 1.0210 | -0.0426 | 1.0210 | 1.0104 |
62
+ | No log | 0.4314 | 22 | 1.0889 | 0.0203 | 1.0889 | 1.0435 |
63
+ | No log | 0.4706 | 24 | 1.0155 | 0.1352 | 1.0155 | 1.0077 |
64
+ | No log | 0.5098 | 26 | 0.9632 | 0.0947 | 0.9632 | 0.9814 |
65
+ | No log | 0.5490 | 28 | 0.8943 | 0.0053 | 0.8943 | 0.9457 |
66
+ | No log | 0.5882 | 30 | 0.8230 | 0.0481 | 0.8230 | 0.9072 |
67
+ | No log | 0.6275 | 32 | 0.7758 | 0.0481 | 0.7758 | 0.8808 |
68
+ | No log | 0.6667 | 34 | 0.7848 | 0.0944 | 0.7848 | 0.8859 |
69
+ | No log | 0.7059 | 36 | 0.8301 | 0.1358 | 0.8301 | 0.9111 |
70
+ | No log | 0.7451 | 38 | 0.8414 | 0.0949 | 0.8414 | 0.9173 |
71
+ | No log | 0.7843 | 40 | 0.9251 | 0.0962 | 0.9251 | 0.9618 |
72
+ | No log | 0.8235 | 42 | 1.1188 | 0.0111 | 1.1188 | 1.0577 |
73
+ | No log | 0.8627 | 44 | 1.1487 | -0.0141 | 1.1487 | 1.0718 |
74
+ | No log | 0.9020 | 46 | 1.1083 | 0.0390 | 1.1083 | 1.0528 |
75
+ | No log | 0.9412 | 48 | 0.9282 | 0.1661 | 0.9282 | 0.9634 |
76
+ | No log | 0.9804 | 50 | 0.7318 | 0.2412 | 0.7318 | 0.8555 |
77
+ | No log | 1.0196 | 52 | 0.6993 | 0.1922 | 0.6993 | 0.8362 |
78
+ | No log | 1.0588 | 54 | 0.6986 | 0.3716 | 0.6986 | 0.8358 |
79
+ | No log | 1.0980 | 56 | 0.6803 | 0.1617 | 0.6803 | 0.8248 |
80
+ | No log | 1.1373 | 58 | 0.6935 | 0.1333 | 0.6935 | 0.8328 |
81
+ | No log | 1.1765 | 60 | 0.7041 | 0.0937 | 0.7041 | 0.8391 |
82
+ | No log | 1.2157 | 62 | 0.7542 | 0.1754 | 0.7542 | 0.8684 |
83
+ | No log | 1.2549 | 64 | 0.8681 | 0.2381 | 0.8681 | 0.9317 |
84
+ | No log | 1.2941 | 66 | 0.9113 | 0.2908 | 0.9113 | 0.9546 |
85
+ | No log | 1.3333 | 68 | 0.8700 | 0.1673 | 0.8700 | 0.9328 |
86
+ | No log | 1.3725 | 70 | 0.8323 | 0.2109 | 0.8323 | 0.9123 |
87
+ | No log | 1.4118 | 72 | 0.7965 | 0.1352 | 0.7965 | 0.8925 |
88
+ | No log | 1.4510 | 74 | 0.8177 | 0.1352 | 0.8177 | 0.9043 |
89
+ | No log | 1.4902 | 76 | 0.8093 | 0.1352 | 0.8093 | 0.8996 |
90
+ | No log | 1.5294 | 78 | 0.8511 | 0.2308 | 0.8511 | 0.9225 |
91
+ | No log | 1.5686 | 80 | 0.9818 | 0.2476 | 0.9818 | 0.9909 |
92
+ | No log | 1.6078 | 82 | 1.2151 | -0.0355 | 1.2151 | 1.1023 |
93
+ | No log | 1.6471 | 84 | 1.1706 | 0.0141 | 1.1706 | 1.0819 |
94
+ | No log | 1.6863 | 86 | 0.9545 | 0.0970 | 0.9545 | 0.9770 |
95
+ | No log | 1.7255 | 88 | 0.7400 | 0.2494 | 0.7400 | 0.8602 |
96
+ | No log | 1.7647 | 90 | 0.6873 | 0.3082 | 0.6873 | 0.8291 |
97
+ | No log | 1.8039 | 92 | 0.7196 | 0.3187 | 0.7196 | 0.8483 |
98
+ | No log | 1.8431 | 94 | 0.6840 | 0.1867 | 0.6840 | 0.8271 |
99
+ | No log | 1.8824 | 96 | 0.7532 | 0.2206 | 0.7532 | 0.8679 |
100
+ | No log | 1.9216 | 98 | 0.9030 | 0.1133 | 0.9030 | 0.9502 |
101
+ | No log | 1.9608 | 100 | 0.9202 | 0.1131 | 0.9202 | 0.9593 |
102
+ | No log | 2.0 | 102 | 0.8973 | 0.1870 | 0.8973 | 0.9473 |
103
+ | No log | 2.0392 | 104 | 0.8211 | 0.1215 | 0.8211 | 0.9062 |
104
+ | No log | 2.0784 | 106 | 0.8404 | 0.2012 | 0.8404 | 0.9167 |
105
+ | No log | 2.1176 | 108 | 0.9805 | 0.0972 | 0.9805 | 0.9902 |
106
+ | No log | 2.1569 | 110 | 1.2437 | 0.1521 | 1.2437 | 1.1152 |
107
+ | No log | 2.1961 | 112 | 1.1594 | 0.0704 | 1.1594 | 1.0767 |
108
+ | No log | 2.2353 | 114 | 0.8320 | 0.1247 | 0.8320 | 0.9122 |
109
+ | No log | 2.2745 | 116 | 0.7813 | 0.3213 | 0.7813 | 0.8839 |
110
+ | No log | 2.3137 | 118 | 0.7848 | 0.1834 | 0.7848 | 0.8859 |
111
+ | No log | 2.3529 | 120 | 0.7870 | 0.3183 | 0.7870 | 0.8871 |
112
+ | No log | 2.3922 | 122 | 0.8385 | 0.0796 | 0.8385 | 0.9157 |
113
+ | No log | 2.4314 | 124 | 0.9549 | 0.1528 | 0.9549 | 0.9772 |
114
+ | No log | 2.4706 | 126 | 1.0068 | 0.1880 | 1.0068 | 1.0034 |
115
+ | No log | 2.5098 | 128 | 0.8571 | 0.1673 | 0.8571 | 0.9258 |
116
+ | No log | 2.5490 | 130 | 0.7359 | 0.2181 | 0.7359 | 0.8579 |
117
+ | No log | 2.5882 | 132 | 0.7276 | 0.3197 | 0.7276 | 0.8530 |
118
+ | No log | 2.6275 | 134 | 0.7493 | 0.2407 | 0.7493 | 0.8656 |
119
+ | No log | 2.6667 | 136 | 0.7341 | 0.3523 | 0.7341 | 0.8568 |
120
+ | No log | 2.7059 | 138 | 0.7375 | 0.3502 | 0.7375 | 0.8588 |
121
+ | No log | 2.7451 | 140 | 0.8274 | 0.3189 | 0.8274 | 0.9096 |
122
+ | No log | 2.7843 | 142 | 1.0468 | 0.0715 | 1.0468 | 1.0231 |
123
+ | No log | 2.8235 | 144 | 1.0370 | 0.0715 | 1.0370 | 1.0183 |
124
+ | No log | 2.8627 | 146 | 0.8249 | 0.1893 | 0.8249 | 0.9082 |
125
+ | No log | 2.9020 | 148 | 0.7065 | 0.3435 | 0.7065 | 0.8405 |
126
+ | No log | 2.9412 | 150 | 0.6895 | 0.3523 | 0.6895 | 0.8304 |
127
+ | No log | 2.9804 | 152 | 0.7121 | 0.3050 | 0.7121 | 0.8439 |
128
+ | No log | 3.0196 | 154 | 0.7966 | 0.3127 | 0.7966 | 0.8925 |
129
+ | No log | 3.0588 | 156 | 0.7916 | 0.2558 | 0.7916 | 0.8897 |
130
+ | No log | 3.0980 | 158 | 0.7690 | 0.2852 | 0.7690 | 0.8769 |
131
+ | No log | 3.1373 | 160 | 0.7934 | 0.2392 | 0.7934 | 0.8907 |
132
+ | No log | 3.1765 | 162 | 0.8553 | 0.2204 | 0.8553 | 0.9248 |
133
+ | No log | 3.2157 | 164 | 1.0064 | 0.2554 | 1.0064 | 1.0032 |
134
+ | No log | 3.2549 | 166 | 1.0384 | 0.2150 | 1.0384 | 1.0190 |
135
+ | No log | 3.2941 | 168 | 0.9226 | 0.2293 | 0.9226 | 0.9605 |
136
+ | No log | 3.3333 | 170 | 0.7844 | 0.3792 | 0.7844 | 0.8857 |
137
+ | No log | 3.3725 | 172 | 0.7570 | 0.3434 | 0.7570 | 0.8701 |
138
+ | No log | 3.4118 | 174 | 0.7763 | 0.3511 | 0.7763 | 0.8811 |
139
+ | No log | 3.4510 | 176 | 0.7971 | 0.4074 | 0.7971 | 0.8928 |
140
+ | No log | 3.4902 | 178 | 0.7713 | 0.3266 | 0.7713 | 0.8783 |
141
+ | No log | 3.5294 | 180 | 0.7801 | 0.3183 | 0.7801 | 0.8832 |
142
+ | No log | 3.5686 | 182 | 0.7928 | 0.3155 | 0.7928 | 0.8904 |
143
+ | No log | 3.6078 | 184 | 0.7685 | 0.2353 | 0.7685 | 0.8766 |
144
+ | No log | 3.6471 | 186 | 0.7704 | 0.3380 | 0.7704 | 0.8777 |
145
+ | No log | 3.6863 | 188 | 0.7724 | 0.3426 | 0.7724 | 0.8789 |
146
+ | No log | 3.7255 | 190 | 0.7777 | 0.3141 | 0.7777 | 0.8819 |
147
+ | No log | 3.7647 | 192 | 0.7789 | 0.3002 | 0.7789 | 0.8826 |
148
+ | No log | 3.8039 | 194 | 0.7800 | 0.3002 | 0.7800 | 0.8832 |
149
+ | No log | 3.8431 | 196 | 0.7875 | 0.2715 | 0.7875 | 0.8874 |
150
+ | No log | 3.8824 | 198 | 0.7881 | 0.3002 | 0.7881 | 0.8878 |
151
+ | No log | 3.9216 | 200 | 0.8040 | 0.2683 | 0.8040 | 0.8967 |
152
+ | No log | 3.9608 | 202 | 0.8124 | 0.1999 | 0.8124 | 0.9014 |
153
+ | No log | 4.0 | 204 | 0.7874 | 0.3360 | 0.7874 | 0.8874 |
154
+ | No log | 4.0392 | 206 | 0.7590 | 0.3442 | 0.7590 | 0.8712 |
155
+ | No log | 4.0784 | 208 | 0.7615 | 0.3465 | 0.7615 | 0.8726 |
156
+ | No log | 4.1176 | 210 | 0.7383 | 0.3465 | 0.7383 | 0.8592 |
157
+ | No log | 4.1569 | 212 | 0.7232 | 0.3561 | 0.7232 | 0.8504 |
158
+ | No log | 4.1961 | 214 | 0.7635 | 0.2362 | 0.7635 | 0.8738 |
159
+ | No log | 4.2353 | 216 | 0.7747 | 0.2362 | 0.7747 | 0.8802 |
160
+ | No log | 4.2745 | 218 | 0.7257 | 0.2923 | 0.7257 | 0.8519 |
161
+ | No log | 4.3137 | 220 | 0.7307 | 0.3485 | 0.7307 | 0.8548 |
162
+ | No log | 4.3529 | 222 | 0.8053 | 0.3566 | 0.8053 | 0.8974 |
163
+ | No log | 4.3922 | 224 | 0.9611 | 0.1976 | 0.9611 | 0.9804 |
164
+ | No log | 4.4314 | 226 | 0.9934 | 0.1976 | 0.9934 | 0.9967 |
165
+ | No log | 4.4706 | 228 | 0.9251 | 0.3328 | 0.9251 | 0.9618 |
166
+ | No log | 4.5098 | 230 | 0.8809 | 0.3344 | 0.8809 | 0.9386 |
167
+ | No log | 4.5490 | 232 | 0.8697 | 0.3476 | 0.8697 | 0.9326 |
168
+ | No log | 4.5882 | 234 | 0.8818 | 0.2926 | 0.8818 | 0.9390 |
169
+ | No log | 4.6275 | 236 | 0.8481 | 0.3746 | 0.8481 | 0.9209 |
170
+ | No log | 4.6667 | 238 | 0.8552 | 0.3322 | 0.8552 | 0.9248 |
171
+ | No log | 4.7059 | 240 | 0.8728 | 0.3671 | 0.8728 | 0.9343 |
172
+ | No log | 4.7451 | 242 | 0.8622 | 0.3284 | 0.8622 | 0.9285 |
173
+ | No log | 4.7843 | 244 | 0.8629 | 0.3536 | 0.8629 | 0.9289 |
174
+ | No log | 4.8235 | 246 | 0.8776 | 0.3372 | 0.8776 | 0.9368 |
175
+ | No log | 4.8627 | 248 | 0.9209 | 0.3964 | 0.9209 | 0.9596 |
176
+ | No log | 4.9020 | 250 | 0.9830 | 0.2659 | 0.9830 | 0.9915 |
177
+ | No log | 4.9412 | 252 | 0.9143 | 0.3964 | 0.9143 | 0.9562 |
178
+ | No log | 4.9804 | 254 | 0.8441 | 0.3746 | 0.8441 | 0.9188 |
179
+ | No log | 5.0196 | 256 | 0.8427 | 0.3232 | 0.8427 | 0.9180 |
180
+ | No log | 5.0588 | 258 | 0.7877 | 0.4116 | 0.7877 | 0.8875 |
181
+ | No log | 5.0980 | 260 | 0.7632 | 0.4116 | 0.7632 | 0.8736 |
182
+ | No log | 5.1373 | 262 | 0.7694 | 0.3645 | 0.7694 | 0.8772 |
183
+ | No log | 5.1765 | 264 | 0.7794 | 0.3425 | 0.7794 | 0.8828 |
184
+ | No log | 5.2157 | 266 | 0.7731 | 0.4116 | 0.7731 | 0.8793 |
185
+ | No log | 5.2549 | 268 | 0.8179 | 0.3326 | 0.8179 | 0.9044 |
186
+ | No log | 5.2941 | 270 | 0.8635 | 0.2877 | 0.8635 | 0.9292 |
187
+ | No log | 5.3333 | 272 | 0.8433 | 0.3575 | 0.8433 | 0.9183 |
188
+ | No log | 5.3725 | 274 | 0.8478 | 0.3455 | 0.8478 | 0.9208 |
189
+ | No log | 5.4118 | 276 | 0.9413 | 0.3254 | 0.9413 | 0.9702 |
190
+ | No log | 5.4510 | 278 | 0.9789 | 0.3328 | 0.9789 | 0.9894 |
191
+ | No log | 5.4902 | 280 | 0.8843 | 0.3768 | 0.8843 | 0.9403 |
192
+ | No log | 5.5294 | 282 | 0.8822 | 0.2386 | 0.8822 | 0.9392 |
193
+ | No log | 5.5686 | 284 | 0.9581 | 0.28 | 0.9581 | 0.9788 |
194
+ | No log | 5.6078 | 286 | 0.9269 | 0.2776 | 0.9269 | 0.9628 |
195
+ | No log | 5.6471 | 288 | 0.8150 | 0.3172 | 0.8150 | 0.9028 |
196
+ | No log | 5.6863 | 290 | 0.7822 | 0.2342 | 0.7822 | 0.8844 |
197
+ | No log | 5.7255 | 292 | 0.7966 | 0.2652 | 0.7966 | 0.8925 |
198
+ | No log | 5.7647 | 294 | 0.7904 | 0.3492 | 0.7904 | 0.8890 |
199
+ | No log | 5.8039 | 296 | 0.7810 | 0.3211 | 0.7810 | 0.8838 |
200
+ | No log | 5.8431 | 298 | 0.8362 | 0.3130 | 0.8362 | 0.9144 |
201
+ | No log | 5.8824 | 300 | 0.8667 | 0.3531 | 0.8667 | 0.9310 |
202
+ | No log | 5.9216 | 302 | 0.8005 | 0.3531 | 0.8005 | 0.8947 |
203
+ | No log | 5.9608 | 304 | 0.7433 | 0.3025 | 0.7433 | 0.8622 |
204
+ | No log | 6.0 | 306 | 0.7256 | 0.3297 | 0.7256 | 0.8518 |
205
+ | No log | 6.0392 | 308 | 0.7219 | 0.3025 | 0.7219 | 0.8496 |
206
+ | No log | 6.0784 | 310 | 0.7343 | 0.3953 | 0.7343 | 0.8569 |
207
+ | No log | 6.1176 | 312 | 0.7066 | 0.3375 | 0.7066 | 0.8406 |
208
+ | No log | 6.1569 | 314 | 0.7173 | 0.3297 | 0.7173 | 0.8469 |
209
+ | No log | 6.1961 | 316 | 0.7439 | 0.3425 | 0.7439 | 0.8625 |
210
+ | No log | 6.2353 | 318 | 0.7737 | 0.3425 | 0.7737 | 0.8796 |
211
+ | No log | 6.2745 | 320 | 0.8176 | 0.3060 | 0.8176 | 0.9042 |
212
+ | No log | 6.3137 | 322 | 0.8151 | 0.3068 | 0.8151 | 0.9028 |
213
+ | No log | 6.3529 | 324 | 0.8143 | 0.3385 | 0.8143 | 0.9024 |
214
+ | No log | 6.3922 | 326 | 0.8227 | 0.3648 | 0.8227 | 0.9070 |
215
+ | No log | 6.4314 | 328 | 0.8262 | 0.2904 | 0.8262 | 0.9090 |
216
+ | No log | 6.4706 | 330 | 0.8507 | 0.3409 | 0.8507 | 0.9223 |
217
+ | No log | 6.5098 | 332 | 0.9131 | 0.2958 | 0.9131 | 0.9555 |
218
+ | No log | 6.5490 | 334 | 0.8970 | 0.2958 | 0.8970 | 0.9471 |
219
+ | No log | 6.5882 | 336 | 0.8536 | 0.3660 | 0.8536 | 0.9239 |
220
+ | No log | 6.6275 | 338 | 0.8379 | 0.3944 | 0.8379 | 0.9154 |
221
+ | No log | 6.6667 | 340 | 0.8245 | 0.3944 | 0.8245 | 0.9080 |
222
+ | No log | 6.7059 | 342 | 0.8306 | 0.2878 | 0.8306 | 0.9114 |
223
+ | No log | 6.7451 | 344 | 0.8280 | 0.3746 | 0.8280 | 0.9099 |
224
+ | No log | 6.7843 | 346 | 0.8239 | 0.3790 | 0.8239 | 0.9077 |
225
+ | No log | 6.8235 | 348 | 0.8529 | 0.3355 | 0.8529 | 0.9235 |
226
+ | No log | 6.8627 | 350 | 0.8343 | 0.3433 | 0.8343 | 0.9134 |
227
+ | No log | 6.9020 | 352 | 0.7805 | 0.3492 | 0.7805 | 0.8834 |
228
+ | No log | 6.9412 | 354 | 0.7856 | 0.2883 | 0.7856 | 0.8864 |
229
+ | No log | 6.9804 | 356 | 0.7876 | 0.3325 | 0.7876 | 0.8875 |
230
+ | No log | 7.0196 | 358 | 0.7492 | 0.3225 | 0.7492 | 0.8655 |
231
+ | No log | 7.0588 | 360 | 0.7411 | 0.3252 | 0.7411 | 0.8609 |
232
+ | No log | 7.0980 | 362 | 0.7425 | 0.3252 | 0.7425 | 0.8617 |
233
+ | No log | 7.1373 | 364 | 0.7412 | 0.3225 | 0.7412 | 0.8609 |
234
+ | No log | 7.1765 | 366 | 0.7527 | 0.3225 | 0.7527 | 0.8676 |
235
+ | No log | 7.2157 | 368 | 0.7620 | 0.3511 | 0.7620 | 0.8729 |
236
+ | No log | 7.2549 | 370 | 0.7725 | 0.3715 | 0.7725 | 0.8789 |
237
+ | No log | 7.2941 | 372 | 0.7820 | 0.3715 | 0.7820 | 0.8843 |
238
+ | No log | 7.3333 | 374 | 0.8294 | 0.3571 | 0.8294 | 0.9107 |
239
+ | No log | 7.3725 | 376 | 0.9006 | 0.3081 | 0.9006 | 0.9490 |
240
+ | No log | 7.4118 | 378 | 0.9003 | 0.3081 | 0.9003 | 0.9488 |
241
+ | No log | 7.4510 | 380 | 0.7978 | 0.3489 | 0.7978 | 0.8932 |
242
+ | No log | 7.4902 | 382 | 0.8043 | 0.3138 | 0.8043 | 0.8968 |
243
+ | No log | 7.5294 | 384 | 0.8107 | 0.3409 | 0.8107 | 0.9004 |
244
+ | No log | 7.5686 | 386 | 0.7754 | 0.4137 | 0.7754 | 0.8806 |
245
+ | No log | 7.6078 | 388 | 0.7845 | 0.3554 | 0.7845 | 0.8857 |
246
+ | No log | 7.6471 | 390 | 0.7857 | 0.4190 | 0.7857 | 0.8864 |
247
+ | No log | 7.6863 | 392 | 0.7754 | 0.3791 | 0.7754 | 0.8806 |
248
+ | No log | 7.7255 | 394 | 0.7675 | 0.3112 | 0.7675 | 0.8761 |
249
+ | No log | 7.7647 | 396 | 0.7800 | 0.3112 | 0.7800 | 0.8832 |
250
+ | No log | 7.8039 | 398 | 0.8101 | 0.3575 | 0.8101 | 0.9001 |
251
+ | No log | 7.8431 | 400 | 0.8785 | 0.3747 | 0.8785 | 0.9373 |
252
+ | No log | 7.8824 | 402 | 0.9668 | 0.3928 | 0.9668 | 0.9833 |
253
+ | No log | 7.9216 | 404 | 0.8909 | 0.3882 | 0.8909 | 0.9439 |
254
+ | No log | 7.9608 | 406 | 0.8126 | 0.2950 | 0.8126 | 0.9014 |
255
+ | No log | 8.0 | 408 | 0.7736 | 0.3223 | 0.7736 | 0.8795 |
256
+ | No log | 8.0392 | 410 | 0.7697 | 0.3648 | 0.7697 | 0.8773 |
257
+ | No log | 8.0784 | 412 | 0.7871 | 0.3769 | 0.7871 | 0.8872 |
258
+ | No log | 8.1176 | 414 | 0.8545 | 0.3106 | 0.8545 | 0.9244 |
259
+ | No log | 8.1569 | 416 | 0.8924 | 0.3511 | 0.8924 | 0.9447 |
260
+ | No log | 8.1961 | 418 | 0.8275 | 0.3106 | 0.8275 | 0.9097 |
261
+ | No log | 8.2353 | 420 | 0.7397 | 0.4358 | 0.7397 | 0.8601 |
262
+ | No log | 8.2745 | 422 | 0.7437 | 0.2826 | 0.7437 | 0.8624 |
263
+ | No log | 8.3137 | 424 | 0.7717 | 0.3716 | 0.7717 | 0.8785 |
264
+ | No log | 8.3529 | 426 | 0.7479 | 0.3112 | 0.7479 | 0.8648 |
265
+ | No log | 8.3922 | 428 | 0.8183 | 0.3569 | 0.8183 | 0.9046 |
266
+ | No log | 8.4314 | 430 | 1.0163 | 0.2864 | 1.0163 | 1.0081 |
267
+ | No log | 8.4706 | 432 | 1.0553 | 0.3424 | 1.0553 | 1.0273 |
268
+ | No log | 8.5098 | 434 | 0.9101 | 0.3081 | 0.9101 | 0.9540 |
269
+ | No log | 8.5490 | 436 | 0.7785 | 0.3702 | 0.7785 | 0.8823 |
270
+ | No log | 8.5882 | 438 | 0.7642 | 0.3385 | 0.7642 | 0.8742 |
271
+ | No log | 8.6275 | 440 | 0.7557 | 0.3738 | 0.7557 | 0.8693 |
272
+ | No log | 8.6667 | 442 | 0.7449 | 0.4082 | 0.7449 | 0.8631 |
273
+ | No log | 8.7059 | 444 | 0.7685 | 0.3701 | 0.7685 | 0.8766 |
274
+ | No log | 8.7451 | 446 | 0.8289 | 0.2969 | 0.8289 | 0.9105 |
275
+ | No log | 8.7843 | 448 | 0.9542 | 0.2797 | 0.9542 | 0.9768 |
276
+ | No log | 8.8235 | 450 | 0.9692 | 0.2911 | 0.9692 | 0.9845 |
277
+ | No log | 8.8627 | 452 | 0.8561 | 0.3133 | 0.8561 | 0.9253 |
278
+ | No log | 8.9020 | 454 | 0.8155 | 0.3510 | 0.8155 | 0.9030 |
279
+ | No log | 8.9412 | 456 | 0.8007 | 0.3508 | 0.8007 | 0.8948 |
280
+ | No log | 8.9804 | 458 | 0.8024 | 0.2825 | 0.8024 | 0.8958 |
281
+ | No log | 9.0196 | 460 | 0.7380 | 0.3910 | 0.7380 | 0.8591 |
282
+ | No log | 9.0588 | 462 | 0.7260 | 0.4205 | 0.7260 | 0.8521 |
283
+ | No log | 9.0980 | 464 | 0.7621 | 0.2825 | 0.7621 | 0.8730 |
284
+ | No log | 9.1373 | 466 | 0.7446 | 0.2525 | 0.7446 | 0.8629 |
285
+ | No log | 9.1765 | 468 | 0.7135 | 0.5079 | 0.7135 | 0.8447 |
286
+ | No log | 9.2157 | 470 | 0.7292 | 0.3285 | 0.7292 | 0.8540 |
287
+ | No log | 9.2549 | 472 | 0.7642 | 0.2987 | 0.7642 | 0.8742 |
288
+ | No log | 9.2941 | 474 | 0.7539 | 0.3247 | 0.7539 | 0.8683 |
289
+ | No log | 9.3333 | 476 | 0.7577 | 0.4287 | 0.7577 | 0.8705 |
290
+ | No log | 9.3725 | 478 | 0.7759 | 0.3135 | 0.7759 | 0.8809 |
291
+ | No log | 9.4118 | 480 | 0.7521 | 0.3331 | 0.7521 | 0.8672 |
292
+ | No log | 9.4510 | 482 | 0.7331 | 0.4082 | 0.7331 | 0.8562 |
293
+ | No log | 9.4902 | 484 | 0.7757 | 0.2808 | 0.7757 | 0.8808 |
294
+ | No log | 9.5294 | 486 | 0.7967 | 0.3001 | 0.7967 | 0.8926 |
295
+ | No log | 9.5686 | 488 | 0.7527 | 0.3116 | 0.7527 | 0.8676 |
296
+ | No log | 9.6078 | 490 | 0.7321 | 0.3689 | 0.7321 | 0.8556 |
297
+ | No log | 9.6471 | 492 | 0.7455 | 0.3598 | 0.7455 | 0.8634 |
298
+ | No log | 9.6863 | 494 | 0.7618 | 0.3598 | 0.7618 | 0.8728 |
299
+ | No log | 9.7255 | 496 | 0.7895 | 0.3339 | 0.7895 | 0.8886 |
300
+ | No log | 9.7647 | 498 | 0.8632 | 0.2748 | 0.8632 | 0.9291 |
301
+ | 0.3867 | 9.8039 | 500 | 0.9530 | 0.3032 | 0.9530 | 0.9762 |
302
+ | 0.3867 | 9.8431 | 502 | 0.9577 | 0.2725 | 0.9577 | 0.9786 |
303
+ | 0.3867 | 9.8824 | 504 | 0.9252 | 0.3024 | 0.9252 | 0.9619 |
304
+ | 0.3867 | 9.9216 | 506 | 0.8591 | 0.3229 | 0.8591 | 0.9269 |
305
+ | 0.3867 | 9.9608 | 508 | 0.7976 | 0.3645 | 0.7976 | 0.8931 |
306
+ | 0.3867 | 10.0 | 510 | 0.7776 | 0.3645 | 0.7776 | 0.8818 |
307
+ | 0.3867 | 10.0392 | 512 | 0.7860 | 0.3272 | 0.7860 | 0.8866 |
308
+ | 0.3867 | 10.0784 | 514 | 0.8270 | 0.3432 | 0.8270 | 0.9094 |
309
+ | 0.3867 | 10.1176 | 516 | 0.8635 | 0.3701 | 0.8635 | 0.9292 |
310
+ | 0.3867 | 10.1569 | 518 | 0.8854 | 0.3643 | 0.8854 | 0.9410 |
311
+ | 0.3867 | 10.1961 | 520 | 0.8559 | 0.3611 | 0.8559 | 0.9252 |
312
+ | 0.3867 | 10.2353 | 522 | 0.8217 | 0.2999 | 0.8217 | 0.9065 |
313
+ | 0.3867 | 10.2745 | 524 | 0.8038 | 0.2799 | 0.8038 | 0.8966 |
314
+ | 0.3867 | 10.3137 | 526 | 0.7983 | 0.2799 | 0.7983 | 0.8935 |
315
+ | 0.3867 | 10.3529 | 528 | 0.8106 | 0.3285 | 0.8106 | 0.9003 |
316
+ | 0.3867 | 10.3922 | 530 | 0.8663 | 0.3220 | 0.8663 | 0.9307 |
317
+ | 0.3867 | 10.4314 | 532 | 0.9534 | 0.2907 | 0.9534 | 0.9764 |
318
+ | 0.3867 | 10.4706 | 534 | 1.0398 | 0.2861 | 1.0398 | 1.0197 |
319
+ | 0.3867 | 10.5098 | 536 | 1.0127 | 0.2907 | 1.0127 | 1.0063 |
320
+ | 0.3867 | 10.5490 | 538 | 0.9082 | 0.3330 | 0.9082 | 0.9530 |
321
+ | 0.3867 | 10.5882 | 540 | 0.8650 | 0.3302 | 0.8650 | 0.9300 |
322
+ | 0.3867 | 10.6275 | 542 | 0.8419 | 0.3616 | 0.8419 | 0.9175 |
323
+ | 0.3867 | 10.6667 | 544 | 0.8472 | 0.3302 | 0.8472 | 0.9205 |
324
+ | 0.3867 | 10.7059 | 546 | 0.8992 | 0.3021 | 0.8992 | 0.9482 |
325
+ | 0.3867 | 10.7451 | 548 | 0.9375 | 0.2975 | 0.9375 | 0.9682 |
326
+ | 0.3867 | 10.7843 | 550 | 0.8837 | 0.3629 | 0.8837 | 0.9400 |
327
+ | 0.3867 | 10.8235 | 552 | 0.8763 | 0.3629 | 0.8763 | 0.9361 |
328
+ | 0.3867 | 10.8627 | 554 | 0.8885 | 0.3418 | 0.8885 | 0.9426 |
329
+ | 0.3867 | 10.9020 | 556 | 0.9696 | 0.2928 | 0.9696 | 0.9847 |
330
+ | 0.3867 | 10.9412 | 558 | 0.9339 | 0.2975 | 0.9339 | 0.9664 |
331
+ | 0.3867 | 10.9804 | 560 | 0.8369 | 0.3410 | 0.8369 | 0.9148 |
332
+ | 0.3867 | 11.0196 | 562 | 0.7857 | 0.3974 | 0.7857 | 0.8864 |
333
+ | 0.3867 | 11.0588 | 564 | 0.7949 | 0.3974 | 0.7949 | 0.8916 |
334
+ | 0.3867 | 11.0980 | 566 | 0.8499 | 0.3279 | 0.8499 | 0.9219 |
335
+ | 0.3867 | 11.1373 | 568 | 0.9182 | 0.3226 | 0.9182 | 0.9582 |
336
+ | 0.3867 | 11.1765 | 570 | 0.9568 | 0.3176 | 0.9568 | 0.9781 |
337
+ | 0.3867 | 11.2157 | 572 | 0.9117 | 0.2842 | 0.9117 | 0.9548 |
338
+ | 0.3867 | 11.2549 | 574 | 0.8368 | 0.3531 | 0.8368 | 0.9148 |
339
+ | 0.3867 | 11.2941 | 576 | 0.8075 | 0.4078 | 0.8075 | 0.8986 |
340
+ | 0.3867 | 11.3333 | 578 | 0.8430 | 0.3317 | 0.8430 | 0.9181 |
341
+ | 0.3867 | 11.3725 | 580 | 0.9365 | 0.3449 | 0.9365 | 0.9677 |
342
+ | 0.3867 | 11.4118 | 582 | 0.9211 | 0.3373 | 0.9211 | 0.9598 |
343
+ | 0.3867 | 11.4510 | 584 | 0.8313 | 0.3243 | 0.8313 | 0.9118 |
344
+ | 0.3867 | 11.4902 | 586 | 0.7935 | 0.4116 | 0.7935 | 0.8908 |
345
+ | 0.3867 | 11.5294 | 588 | 0.8219 | 0.3856 | 0.8219 | 0.9066 |
346
+ | 0.3867 | 11.5686 | 590 | 0.8379 | 0.4225 | 0.8379 | 0.9154 |
347
+ | 0.3867 | 11.6078 | 592 | 0.8854 | 0.3494 | 0.8854 | 0.9409 |
348
+ | 0.3867 | 11.6471 | 594 | 1.0311 | 0.3595 | 1.0311 | 1.0154 |
349
+ | 0.3867 | 11.6863 | 596 | 1.0726 | 0.2944 | 1.0726 | 1.0356 |
350
+ | 0.3867 | 11.7255 | 598 | 0.9726 | 0.3997 | 0.9726 | 0.9862 |
351
+ | 0.3867 | 11.7647 | 600 | 0.9140 | 0.3821 | 0.9140 | 0.9561 |
352
+ | 0.3867 | 11.8039 | 602 | 0.8653 | 0.3753 | 0.8653 | 0.9302 |
353
+ | 0.3867 | 11.8431 | 604 | 0.8425 | 0.3312 | 0.8425 | 0.9179 |
354
+ | 0.3867 | 11.8824 | 606 | 0.8518 | 0.3671 | 0.8518 | 0.9229 |
355
+ | 0.3867 | 11.9216 | 608 | 0.8354 | 0.3553 | 0.8354 | 0.9140 |
356
+ | 0.3867 | 11.9608 | 610 | 0.8447 | 0.2956 | 0.8447 | 0.9191 |
357
+ | 0.3867 | 12.0 | 612 | 0.8760 | 0.3044 | 0.8760 | 0.9360 |
358
+ | 0.3867 | 12.0392 | 614 | 0.9259 | 0.2992 | 0.9259 | 0.9623 |
359
+ | 0.3867 | 12.0784 | 616 | 0.8795 | 0.3098 | 0.8795 | 0.9378 |
360
+ | 0.3867 | 12.1176 | 618 | 0.8631 | 0.3492 | 0.8631 | 0.9290 |
361
+ | 0.3867 | 12.1569 | 620 | 0.8837 | 0.3432 | 0.8837 | 0.9401 |
362
+ | 0.3867 | 12.1961 | 622 | 0.8734 | 0.3432 | 0.8734 | 0.9345 |
363
+ | 0.3867 | 12.2353 | 624 | 0.8811 | 0.3374 | 0.8811 | 0.9386 |
364
+ | 0.3867 | 12.2745 | 626 | 0.8934 | 0.3474 | 0.8934 | 0.9452 |
365
+ | 0.3867 | 12.3137 | 628 | 0.8486 | 0.3130 | 0.8486 | 0.9212 |
366
+ | 0.3867 | 12.3529 | 630 | 0.8199 | 0.3531 | 0.8199 | 0.9055 |
367
+ | 0.3867 | 12.3922 | 632 | 0.7942 | 0.3593 | 0.7942 | 0.8912 |
368
+ | 0.3867 | 12.4314 | 634 | 0.7868 | 0.4322 | 0.7868 | 0.8870 |
369
+ | 0.3867 | 12.4706 | 636 | 0.7859 | 0.4322 | 0.7859 | 0.8865 |
370
+ | 0.3867 | 12.5098 | 638 | 0.8096 | 0.3186 | 0.8096 | 0.8998 |
371
+ | 0.3867 | 12.5490 | 640 | 0.8105 | 0.3410 | 0.8105 | 0.9003 |
372
+ | 0.3867 | 12.5882 | 642 | 0.7648 | 0.4216 | 0.7648 | 0.8745 |
373
+ | 0.3867 | 12.6275 | 644 | 0.7642 | 0.3692 | 0.7642 | 0.8742 |
374
+ | 0.3867 | 12.6667 | 646 | 0.8083 | 0.3605 | 0.8083 | 0.8991 |
375
+ | 0.3867 | 12.7059 | 648 | 0.8072 | 0.3605 | 0.8072 | 0.8984 |
376
+ | 0.3867 | 12.7451 | 650 | 0.7832 | 0.3738 | 0.7832 | 0.8850 |
377
+ | 0.3867 | 12.7843 | 652 | 0.7808 | 0.3762 | 0.7808 | 0.8836 |
378
+ | 0.3867 | 12.8235 | 654 | 0.8145 | 0.3186 | 0.8145 | 0.9025 |
379
+ | 0.3867 | 12.8627 | 656 | 0.8808 | 0.3130 | 0.8808 | 0.9385 |
380
+ | 0.3867 | 12.9020 | 658 | 0.9131 | 0.2941 | 0.9131 | 0.9555 |
381
+ | 0.3867 | 12.9412 | 660 | 0.8417 | 0.3186 | 0.8417 | 0.9175 |
382
+ | 0.3867 | 12.9804 | 662 | 0.8230 | 0.3554 | 0.8230 | 0.9072 |
383
+ | 0.3867 | 13.0196 | 664 | 0.8219 | 0.3645 | 0.8219 | 0.9066 |
384
+ | 0.3867 | 13.0588 | 666 | 0.8216 | 0.3321 | 0.8216 | 0.9064 |
385
+ | 0.3867 | 13.0980 | 668 | 0.8168 | 0.3321 | 0.8168 | 0.9038 |
386
+ | 0.3867 | 13.1373 | 670 | 0.8080 | 0.3211 | 0.8080 | 0.8989 |
387
+ | 0.3867 | 13.1765 | 672 | 0.7949 | 0.3247 | 0.7949 | 0.8916 |
388
+ | 0.3867 | 13.2157 | 674 | 0.7762 | 0.3360 | 0.7762 | 0.8810 |
389
+ | 0.3867 | 13.2549 | 676 | 0.8058 | 0.3833 | 0.8058 | 0.8977 |
390
+ | 0.3867 | 13.2941 | 678 | 0.8374 | 0.2444 | 0.8374 | 0.9151 |
391
+ | 0.3867 | 13.3333 | 680 | 0.8205 | 0.2492 | 0.8205 | 0.9058 |
392
+ | 0.3867 | 13.3725 | 682 | 0.8004 | 0.3836 | 0.8004 | 0.8947 |
393
+ | 0.3867 | 13.4118 | 684 | 0.9032 | 0.4118 | 0.9032 | 0.9504 |
394
+ | 0.3867 | 13.4510 | 686 | 0.9490 | 0.3747 | 0.9490 | 0.9741 |
395
+ | 0.3867 | 13.4902 | 688 | 0.8932 | 0.3733 | 0.8932 | 0.9451 |
396
+ | 0.3867 | 13.5294 | 690 | 0.8530 | 0.3769 | 0.8530 | 0.9236 |
397
+ | 0.3867 | 13.5686 | 692 | 0.8585 | 0.3149 | 0.8585 | 0.9265 |
398
+ | 0.3867 | 13.6078 | 694 | 0.8594 | 0.3769 | 0.8594 | 0.9271 |
399
+ | 0.3867 | 13.6471 | 696 | 0.8851 | 0.3590 | 0.8851 | 0.9408 |
400
+ | 0.3867 | 13.6863 | 698 | 0.9671 | 0.3882 | 0.9671 | 0.9834 |
401
+ | 0.3867 | 13.7255 | 700 | 0.9569 | 0.3882 | 0.9569 | 0.9782 |
402
+ | 0.3867 | 13.7647 | 702 | 0.9005 | 0.3130 | 0.9005 | 0.9489 |
403
+ | 0.3867 | 13.8039 | 704 | 0.8492 | 0.3814 | 0.8492 | 0.9215 |
404
+ | 0.3867 | 13.8431 | 706 | 0.8390 | 0.3601 | 0.8390 | 0.9160 |
405
+ | 0.3867 | 13.8824 | 708 | 0.8269 | 0.3836 | 0.8269 | 0.9094 |
406
+ | 0.3867 | 13.9216 | 710 | 0.8418 | 0.3754 | 0.8418 | 0.9175 |
407
+ | 0.3867 | 13.9608 | 712 | 0.8832 | 0.3418 | 0.8832 | 0.9398 |
408
+ | 0.3867 | 14.0 | 714 | 0.8532 | 0.3650 | 0.8532 | 0.9237 |
409
+ | 0.3867 | 14.0392 | 716 | 0.8314 | 0.4126 | 0.8314 | 0.9118 |
410
+ | 0.3867 | 14.0784 | 718 | 0.7875 | 0.3974 | 0.7875 | 0.8874 |
411
+ | 0.3867 | 14.1176 | 720 | 0.7482 | 0.3518 | 0.7482 | 0.8650 |
412
+ | 0.3867 | 14.1569 | 722 | 0.7516 | 0.2853 | 0.7516 | 0.8669 |
413
+ | 0.3867 | 14.1961 | 724 | 0.7455 | 0.3586 | 0.7455 | 0.8634 |
414
+ | 0.3867 | 14.2353 | 726 | 0.7416 | 0.3239 | 0.7416 | 0.8612 |
415
+ | 0.3867 | 14.2745 | 728 | 0.7385 | 0.3400 | 0.7385 | 0.8593 |
416
+ | 0.3867 | 14.3137 | 730 | 0.7603 | 0.4094 | 0.7603 | 0.8720 |
417
+ | 0.3867 | 14.3529 | 732 | 0.7942 | 0.3953 | 0.7942 | 0.8912 |
418
+ | 0.3867 | 14.3922 | 734 | 0.8270 | 0.3818 | 0.8270 | 0.9094 |
419
+ | 0.3867 | 14.4314 | 736 | 0.8035 | 0.4176 | 0.8035 | 0.8964 |
420
+ | 0.3867 | 14.4706 | 738 | 0.7752 | 0.3724 | 0.7752 | 0.8805 |
421
+ | 0.3867 | 14.5098 | 740 | 0.7716 | 0.3536 | 0.7716 | 0.8784 |
422
+ | 0.3867 | 14.5490 | 742 | 0.7810 | 0.4116 | 0.7810 | 0.8837 |
423
+ | 0.3867 | 14.5882 | 744 | 0.7675 | 0.3536 | 0.7675 | 0.8761 |
424
+ | 0.3867 | 14.6275 | 746 | 0.7667 | 0.3861 | 0.7667 | 0.8756 |
425
+ | 0.3867 | 14.6667 | 748 | 0.8024 | 0.3885 | 0.8024 | 0.8958 |
426
+ | 0.3867 | 14.7059 | 750 | 0.8479 | 0.3130 | 0.8479 | 0.9208 |
427
+ | 0.3867 | 14.7451 | 752 | 0.8427 | 0.3130 | 0.8427 | 0.9180 |
428
+ | 0.3867 | 14.7843 | 754 | 0.8044 | 0.4505 | 0.8044 | 0.8969 |
429
+ | 0.3867 | 14.8235 | 756 | 0.7757 | 0.4137 | 0.7757 | 0.8808 |
430
+ | 0.3867 | 14.8627 | 758 | 0.7606 | 0.4086 | 0.7606 | 0.8721 |
431
+ | 0.3867 | 14.9020 | 760 | 0.7488 | 0.3836 | 0.7488 | 0.8653 |
432
+ | 0.3867 | 14.9412 | 762 | 0.7441 | 0.3495 | 0.7441 | 0.8626 |
433
+ | 0.3867 | 14.9804 | 764 | 0.7488 | 0.3495 | 0.7488 | 0.8654 |
434
+ | 0.3867 | 15.0196 | 766 | 0.7604 | 0.3884 | 0.7604 | 0.8720 |
435
+ | 0.3867 | 15.0588 | 768 | 0.7687 | 0.3884 | 0.7687 | 0.8768 |
436
+ | 0.3867 | 15.0980 | 770 | 0.7722 | 0.3622 | 0.7722 | 0.8787 |
437
+ | 0.3867 | 15.1373 | 772 | 0.7437 | 0.3622 | 0.7437 | 0.8624 |
438
+ | 0.3867 | 15.1765 | 774 | 0.7381 | 0.3625 | 0.7381 | 0.8591 |
439
+ | 0.3867 | 15.2157 | 776 | 0.7562 | 0.3546 | 0.7562 | 0.8696 |
440
+ | 0.3867 | 15.2549 | 778 | 0.7610 | 0.3563 | 0.7610 | 0.8723 |
441
+ | 0.3867 | 15.2941 | 780 | 0.7526 | 0.4086 | 0.7526 | 0.8675 |
442
+ | 0.3867 | 15.3333 | 782 | 0.7637 | 0.3792 | 0.7637 | 0.8739 |
443
+ | 0.3867 | 15.3725 | 784 | 0.7741 | 0.3953 | 0.7741 | 0.8798 |
444
+ | 0.3867 | 15.4118 | 786 | 0.7959 | 0.3531 | 0.7959 | 0.8922 |
445
+ | 0.3867 | 15.4510 | 788 | 0.8028 | 0.3531 | 0.8028 | 0.8960 |
446
+ | 0.3867 | 15.4902 | 790 | 0.8145 | 0.3531 | 0.8145 | 0.9025 |
447
+ | 0.3867 | 15.5294 | 792 | 0.7930 | 0.4196 | 0.7930 | 0.8905 |
448
+ | 0.3867 | 15.5686 | 794 | 0.7828 | 0.4196 | 0.7828 | 0.8848 |
449
+ | 0.3867 | 15.6078 | 796 | 0.8130 | 0.4126 | 0.8130 | 0.9016 |
450
+ | 0.3867 | 15.6471 | 798 | 0.8433 | 0.3801 | 0.8433 | 0.9183 |
451
+ | 0.3867 | 15.6863 | 800 | 0.8068 | 0.4268 | 0.8068 | 0.8982 |
452
+ | 0.3867 | 15.7255 | 802 | 0.7900 | 0.4268 | 0.7900 | 0.8888 |
453
+ | 0.3867 | 15.7647 | 804 | 0.7788 | 0.3813 | 0.7788 | 0.8825 |
454
+ | 0.3867 | 15.8039 | 806 | 0.7747 | 0.3859 | 0.7747 | 0.8802 |
455
+ | 0.3867 | 15.8431 | 808 | 0.8089 | 0.3593 | 0.8089 | 0.8994 |
456
+ | 0.3867 | 15.8824 | 810 | 0.8928 | 0.2868 | 0.8928 | 0.9449 |
457
+ | 0.3867 | 15.9216 | 812 | 0.9663 | 0.3272 | 0.9663 | 0.9830 |
458
+ | 0.3867 | 15.9608 | 814 | 0.9296 | 0.2882 | 0.9296 | 0.9642 |
459
+ | 0.3867 | 16.0 | 816 | 0.8130 | 0.4360 | 0.8130 | 0.9017 |
460
+ | 0.3867 | 16.0392 | 818 | 0.7839 | 0.4137 | 0.7839 | 0.8854 |
461
+ | 0.3867 | 16.0784 | 820 | 0.7865 | 0.3923 | 0.7865 | 0.8868 |
462
+ | 0.3867 | 16.1176 | 822 | 0.7913 | 0.3923 | 0.7913 | 0.8896 |
463
+ | 0.3867 | 16.1569 | 824 | 0.8222 | 0.4360 | 0.8222 | 0.9068 |
464
+ | 0.3867 | 16.1961 | 826 | 0.8713 | 0.3963 | 0.8713 | 0.9335 |
465
+ | 0.3867 | 16.2353 | 828 | 0.8971 | 0.3531 | 0.8971 | 0.9471 |
466
+ | 0.3867 | 16.2745 | 830 | 0.8452 | 0.3740 | 0.8452 | 0.9194 |
467
+ | 0.3867 | 16.3137 | 832 | 0.7721 | 0.4268 | 0.7721 | 0.8787 |
468
+ | 0.3867 | 16.3529 | 834 | 0.7595 | 0.3786 | 0.7595 | 0.8715 |
469
+ | 0.3867 | 16.3922 | 836 | 0.7661 | 0.3716 | 0.7661 | 0.8753 |
470
+ | 0.3867 | 16.4314 | 838 | 0.7652 | 0.3716 | 0.7652 | 0.8748 |
471
+ | 0.3867 | 16.4706 | 840 | 0.7563 | 0.3385 | 0.7563 | 0.8696 |
472
+ | 0.3867 | 16.5098 | 842 | 0.7729 | 0.4288 | 0.7729 | 0.8791 |
473
+ | 0.3867 | 16.5490 | 844 | 0.8206 | 0.3861 | 0.8206 | 0.9059 |
474
+ | 0.3867 | 16.5882 | 846 | 0.8420 | 0.4078 | 0.8420 | 0.9176 |
475
+ | 0.3867 | 16.6275 | 848 | 0.8340 | 0.3300 | 0.8340 | 0.9133 |
476
+ | 0.3867 | 16.6667 | 850 | 0.8526 | 0.3705 | 0.8526 | 0.9234 |
477
+ | 0.3867 | 16.7059 | 852 | 0.8457 | 0.3768 | 0.8457 | 0.9196 |
478
+ | 0.3867 | 16.7451 | 854 | 0.8101 | 0.3640 | 0.8101 | 0.9000 |
479
+ | 0.3867 | 16.7843 | 856 | 0.7890 | 0.3882 | 0.7890 | 0.8882 |
480
+ | 0.3867 | 16.8235 | 858 | 0.7731 | 0.4360 | 0.7731 | 0.8792 |
481
+ | 0.3867 | 16.8627 | 860 | 0.7439 | 0.4168 | 0.7439 | 0.8625 |
482
+ | 0.3867 | 16.9020 | 862 | 0.7335 | 0.4168 | 0.7335 | 0.8565 |
483
+ | 0.3867 | 16.9412 | 864 | 0.7319 | 0.4168 | 0.7319 | 0.8555 |
484
+ | 0.3867 | 16.9804 | 866 | 0.7375 | 0.3786 | 0.7375 | 0.8588 |
485
+ | 0.3867 | 17.0196 | 868 | 0.7686 | 0.3369 | 0.7686 | 0.8767 |
486
+ | 0.3867 | 17.0588 | 870 | 0.7880 | 0.3369 | 0.7880 | 0.8877 |
487
+ | 0.3867 | 17.0980 | 872 | 0.7802 | 0.3648 | 0.7802 | 0.8833 |
488
+ | 0.3867 | 17.1373 | 874 | 0.7833 | 0.3512 | 0.7833 | 0.8850 |
489
+ | 0.3867 | 17.1765 | 876 | 0.8011 | 0.3953 | 0.8011 | 0.8951 |
490
+ | 0.3867 | 17.2157 | 878 | 0.7740 | 0.3746 | 0.7740 | 0.8798 |
491
+ | 0.3867 | 17.2549 | 880 | 0.7675 | 0.4137 | 0.7675 | 0.8761 |
492
+ | 0.3867 | 17.2941 | 882 | 0.7533 | 0.3284 | 0.7533 | 0.8679 |
493
+ | 0.3867 | 17.3333 | 884 | 0.7657 | 0.3409 | 0.7657 | 0.8750 |
494
+ | 0.3867 | 17.3725 | 886 | 0.7704 | 0.3628 | 0.7704 | 0.8777 |
495
+ | 0.3867 | 17.4118 | 888 | 0.7694 | 0.3393 | 0.7694 | 0.8771 |
496
+ | 0.3867 | 17.4510 | 890 | 0.7496 | 0.3138 | 0.7496 | 0.8658 |
497
+ | 0.3867 | 17.4902 | 892 | 0.7539 | 0.3409 | 0.7539 | 0.8683 |
498
+ | 0.3867 | 17.5294 | 894 | 0.7443 | 0.3138 | 0.7443 | 0.8627 |
499
+ | 0.3867 | 17.5686 | 896 | 0.7315 | 0.3138 | 0.7315 | 0.8553 |
500
+ | 0.3867 | 17.6078 | 898 | 0.7264 | 0.2439 | 0.7264 | 0.8523 |
501
+ | 0.3867 | 17.6471 | 900 | 0.7154 | 0.2465 | 0.7154 | 0.8458 |
502
+ | 0.3867 | 17.6863 | 902 | 0.6988 | 0.2710 | 0.6988 | 0.8359 |
503
+ | 0.3867 | 17.7255 | 904 | 0.6984 | 0.2889 | 0.6984 | 0.8357 |
504
+ | 0.3867 | 17.7647 | 906 | 0.7141 | 0.3149 | 0.7141 | 0.8450 |
505
+ | 0.3867 | 17.8039 | 908 | 0.7229 | 0.3425 | 0.7229 | 0.8502 |
506
+ | 0.3867 | 17.8431 | 910 | 0.7258 | 0.3425 | 0.7258 | 0.8519 |
507
+ | 0.3867 | 17.8824 | 912 | 0.7178 | 0.3425 | 0.7178 | 0.8473 |
508
+ | 0.3867 | 17.9216 | 914 | 0.7204 | 0.3762 | 0.7204 | 0.8488 |
509
+ | 0.3867 | 17.9608 | 916 | 0.7356 | 0.3598 | 0.7356 | 0.8577 |
510
+ | 0.3867 | 18.0 | 918 | 0.7814 | 0.3863 | 0.7814 | 0.8839 |
511
+ | 0.3867 | 18.0392 | 920 | 0.8156 | 0.3569 | 0.8156 | 0.9031 |
512
+ | 0.3867 | 18.0784 | 922 | 0.7910 | 0.3797 | 0.7910 | 0.8894 |
513
+ | 0.3867 | 18.1176 | 924 | 0.7626 | 0.4216 | 0.7626 | 0.8733 |
514
+ | 0.3867 | 18.1569 | 926 | 0.7706 | 0.3861 | 0.7706 | 0.8778 |
515
+ | 0.3867 | 18.1961 | 928 | 0.8100 | 0.4358 | 0.8100 | 0.9000 |
516
+ | 0.3867 | 18.2353 | 930 | 0.8806 | 0.3569 | 0.8806 | 0.9384 |
517
+ | 0.3867 | 18.2745 | 932 | 0.8638 | 0.3569 | 0.8638 | 0.9294 |
518
+ | 0.3867 | 18.3137 | 934 | 0.7858 | 0.3775 | 0.7858 | 0.8865 |
519
+ | 0.3867 | 18.3529 | 936 | 0.7467 | 0.3616 | 0.7467 | 0.8641 |
520
+ | 0.3867 | 18.3922 | 938 | 0.7379 | 0.3974 | 0.7379 | 0.8590 |
521
+ | 0.3867 | 18.4314 | 940 | 0.7539 | 0.3616 | 0.7539 | 0.8683 |
522
+ | 0.3867 | 18.4706 | 942 | 0.7822 | 0.4358 | 0.7822 | 0.8844 |
523
+ | 0.3867 | 18.5098 | 944 | 0.7766 | 0.3882 | 0.7766 | 0.8812 |
524
+ | 0.3867 | 18.5490 | 946 | 0.7500 | 0.3902 | 0.7500 | 0.8660 |
525
+ | 0.3867 | 18.5882 | 948 | 0.7360 | 0.3682 | 0.7360 | 0.8579 |
526
+ | 0.3867 | 18.6275 | 950 | 0.7350 | 0.3995 | 0.7350 | 0.8573 |
527
+ | 0.3867 | 18.6667 | 952 | 0.7376 | 0.4486 | 0.7376 | 0.8589 |
528
+ | 0.3867 | 18.7059 | 954 | 0.7315 | 0.4486 | 0.7315 | 0.8553 |
529
+ | 0.3867 | 18.7451 | 956 | 0.7024 | 0.3512 | 0.7024 | 0.8381 |
530
+ | 0.3867 | 18.7843 | 958 | 0.6811 | 0.3786 | 0.6811 | 0.8253 |
531
+ | 0.3867 | 18.8235 | 960 | 0.6965 | 0.3373 | 0.6965 | 0.8346 |
532
+ | 0.3867 | 18.8627 | 962 | 0.6909 | 0.3857 | 0.6909 | 0.8312 |
533
+ | 0.3867 | 18.9020 | 964 | 0.6878 | 0.3174 | 0.6878 | 0.8293 |
534
+ | 0.3867 | 18.9412 | 966 | 0.6837 | 0.3331 | 0.6837 | 0.8269 |
535
+ | 0.3867 | 18.9804 | 968 | 0.6754 | 0.3425 | 0.6754 | 0.8218 |
536
+ | 0.3867 | 19.0196 | 970 | 0.6884 | 0.3559 | 0.6884 | 0.8297 |
537
+ | 0.3867 | 19.0588 | 972 | 0.7076 | 0.3559 | 0.7076 | 0.8412 |
538
+ | 0.3867 | 19.0980 | 974 | 0.7095 | 0.3559 | 0.7095 | 0.8423 |
539
+ | 0.3867 | 19.1373 | 976 | 0.7265 | 0.3856 | 0.7265 | 0.8523 |
540
+ | 0.3867 | 19.1765 | 978 | 0.7659 | 0.4537 | 0.7659 | 0.8752 |
541
+ | 0.3867 | 19.2157 | 980 | 0.7419 | 0.4575 | 0.7419 | 0.8613 |
542
+ | 0.3867 | 19.2549 | 982 | 0.6908 | 0.3648 | 0.6908 | 0.8311 |
543
+ | 0.3867 | 19.2941 | 984 | 0.6728 | 0.3559 | 0.6728 | 0.8202 |
544
+ | 0.3867 | 19.3333 | 986 | 0.6859 | 0.4116 | 0.6859 | 0.8282 |
545
+ | 0.3867 | 19.3725 | 988 | 0.6992 | 0.4116 | 0.6992 | 0.8362 |
546
+ | 0.3867 | 19.4118 | 990 | 0.7152 | 0.4044 | 0.7152 | 0.8457 |
547
+ | 0.3867 | 19.4510 | 992 | 0.7239 | 0.4196 | 0.7239 | 0.8508 |
548
+ | 0.3867 | 19.4902 | 994 | 0.7152 | 0.3953 | 0.7152 | 0.8457 |
549
+ | 0.3867 | 19.5294 | 996 | 0.7289 | 0.4448 | 0.7289 | 0.8537 |
550
+ | 0.3867 | 19.5686 | 998 | 0.7682 | 0.3711 | 0.7682 | 0.8765 |
551
+ | 0.0797 | 19.6078 | 1000 | 0.7626 | 0.3711 | 0.7626 | 0.8733 |
552
+ | 0.0797 | 19.6471 | 1002 | 0.7120 | 0.4467 | 0.7120 | 0.8438 |
553
+ | 0.0797 | 19.6863 | 1004 | 0.6792 | 0.4029 | 0.6792 | 0.8241 |
554
+ | 0.0797 | 19.7255 | 1006 | 0.7226 | 0.3994 | 0.7226 | 0.8501 |
555
+ | 0.0797 | 19.7647 | 1008 | 0.7588 | 0.4241 | 0.7588 | 0.8711 |
556
+ | 0.0797 | 19.8039 | 1010 | 0.7387 | 0.3628 | 0.7387 | 0.8595 |
557
+ | 0.0797 | 19.8431 | 1012 | 0.7175 | 0.4037 | 0.7175 | 0.8471 |
558
+ | 0.0797 | 19.8824 | 1014 | 0.7333 | 0.3660 | 0.7333 | 0.8563 |
559
+ | 0.0797 | 19.9216 | 1016 | 0.7410 | 0.4924 | 0.7410 | 0.8608 |
560
+ | 0.0797 | 19.9608 | 1018 | 0.7308 | 0.4699 | 0.7308 | 0.8549 |
561
+ | 0.0797 | 20.0 | 1020 | 0.7114 | 0.4699 | 0.7114 | 0.8435 |
562
+ | 0.0797 | 20.0392 | 1022 | 0.6793 | 0.4044 | 0.6793 | 0.8242 |
563
+ | 0.0797 | 20.0784 | 1024 | 0.6562 | 0.4044 | 0.6562 | 0.8101 |
564
+ | 0.0797 | 20.1176 | 1026 | 0.6444 | 0.4044 | 0.6444 | 0.8027 |
565
+ | 0.0797 | 20.1569 | 1028 | 0.6713 | 0.3161 | 0.6713 | 0.8193 |
566
+ | 0.0797 | 20.1961 | 1030 | 0.7620 | 0.4173 | 0.7620 | 0.8729 |
567
+ | 0.0797 | 20.2353 | 1032 | 0.8739 | 0.4142 | 0.8739 | 0.9348 |
568
+ | 0.0797 | 20.2745 | 1034 | 0.8830 | 0.4426 | 0.8830 | 0.9397 |
569
+ | 0.0797 | 20.3137 | 1036 | 0.8343 | 0.3993 | 0.8343 | 0.9134 |
570
+ | 0.0797 | 20.3529 | 1038 | 0.7359 | 0.4609 | 0.7359 | 0.8578 |
571
+ | 0.0797 | 20.3922 | 1040 | 0.6768 | 0.3948 | 0.6768 | 0.8227 |
572
+ | 0.0797 | 20.4314 | 1042 | 0.6685 | 0.3648 | 0.6685 | 0.8176 |
573
+ | 0.0797 | 20.4706 | 1044 | 0.6673 | 0.3881 | 0.6673 | 0.8169 |
574
+ | 0.0797 | 20.5098 | 1046 | 0.6722 | 0.4211 | 0.6722 | 0.8199 |
575
+ | 0.0797 | 20.5490 | 1048 | 0.7315 | 0.3906 | 0.7315 | 0.8553 |
576
+ | 0.0797 | 20.5882 | 1050 | 0.7699 | 0.4292 | 0.7699 | 0.8774 |
577
+ | 0.0797 | 20.6275 | 1052 | 0.7883 | 0.4616 | 0.7883 | 0.8879 |
578
+ | 0.0797 | 20.6667 | 1054 | 0.7305 | 0.4562 | 0.7305 | 0.8547 |
579
+ | 0.0797 | 20.7059 | 1056 | 0.6823 | 0.5222 | 0.6823 | 0.8260 |
580
+ | 0.0797 | 20.7451 | 1058 | 0.6701 | 0.4211 | 0.6701 | 0.8186 |
581
+ | 0.0797 | 20.7843 | 1060 | 0.6617 | 0.4211 | 0.6617 | 0.8135 |
582
+ | 0.0797 | 20.8235 | 1062 | 0.6587 | 0.4211 | 0.6587 | 0.8116 |
583
+ | 0.0797 | 20.8627 | 1064 | 0.6541 | 0.3385 | 0.6541 | 0.8088 |
584
+ | 0.0797 | 20.9020 | 1066 | 0.6388 | 0.3425 | 0.6388 | 0.7993 |
585
+ | 0.0797 | 20.9412 | 1068 | 0.6426 | 0.4659 | 0.6426 | 0.8016 |
586
+ | 0.0797 | 20.9804 | 1070 | 0.6996 | 0.4467 | 0.6996 | 0.8364 |
587
+ | 0.0797 | 21.0196 | 1072 | 0.7380 | 0.4495 | 0.7380 | 0.8591 |
588
+ | 0.0797 | 21.0588 | 1074 | 0.7241 | 0.4260 | 0.7241 | 0.8509 |
589
+ | 0.0797 | 21.0980 | 1076 | 0.6683 | 0.4397 | 0.6683 | 0.8175 |
590
+ | 0.0797 | 21.1373 | 1078 | 0.6371 | 0.3511 | 0.6371 | 0.7982 |
591
+ | 0.0797 | 21.1765 | 1080 | 0.6554 | 0.3517 | 0.6554 | 0.8096 |
592
+ | 0.0797 | 21.2157 | 1082 | 0.6607 | 0.3474 | 0.6607 | 0.8128 |
593
+ | 0.0797 | 21.2549 | 1084 | 0.6494 | 0.3518 | 0.6494 | 0.8058 |
594
+ | 0.0797 | 21.2941 | 1086 | 0.6552 | 0.4016 | 0.6552 | 0.8094 |
595
+ | 0.0797 | 21.3333 | 1088 | 0.6579 | 0.4362 | 0.6579 | 0.8111 |
596
+ | 0.0797 | 21.3725 | 1090 | 0.6550 | 0.4362 | 0.6550 | 0.8093 |
597
+ | 0.0797 | 21.4118 | 1092 | 0.6638 | 0.4362 | 0.6638 | 0.8147 |
598
+ | 0.0797 | 21.4510 | 1094 | 0.6976 | 0.4322 | 0.6976 | 0.8352 |
599
+ | 0.0797 | 21.4902 | 1096 | 0.7276 | 0.4248 | 0.7276 | 0.8530 |
600
+ | 0.0797 | 21.5294 | 1098 | 0.7327 | 0.4248 | 0.7327 | 0.8560 |
601
+ | 0.0797 | 21.5686 | 1100 | 0.7081 | 0.4248 | 0.7081 | 0.8415 |
602
+ | 0.0797 | 21.6078 | 1102 | 0.6863 | 0.4562 | 0.6863 | 0.8284 |
603
+ | 0.0797 | 21.6471 | 1104 | 0.6686 | 0.4265 | 0.6686 | 0.8177 |
604
+ | 0.0797 | 21.6863 | 1106 | 0.6627 | 0.4265 | 0.6627 | 0.8141 |
605
+ | 0.0797 | 21.7255 | 1108 | 0.6662 | 0.3906 | 0.6662 | 0.8162 |
606
+ | 0.0797 | 21.7647 | 1110 | 0.6749 | 0.3906 | 0.6749 | 0.8215 |
607
+ | 0.0797 | 21.8039 | 1112 | 0.6774 | 0.3906 | 0.6774 | 0.8230 |
608
+ | 0.0797 | 21.8431 | 1114 | 0.6946 | 0.4524 | 0.6946 | 0.8334 |
609
+ | 0.0797 | 21.8824 | 1116 | 0.7396 | 0.4871 | 0.7396 | 0.8600 |
610
+ | 0.0797 | 21.9216 | 1118 | 0.7994 | 0.4033 | 0.7994 | 0.8941 |
611
+ | 0.0797 | 21.9608 | 1120 | 0.8629 | 0.4759 | 0.8629 | 0.9289 |
612
+ | 0.0797 | 22.0 | 1122 | 0.8784 | 0.4759 | 0.8784 | 0.9372 |
613
+ | 0.0797 | 22.0392 | 1124 | 0.8231 | 0.4075 | 0.8231 | 0.9073 |
614
+ | 0.0797 | 22.0784 | 1126 | 0.7592 | 0.4660 | 0.7592 | 0.8713 |
615
+ | 0.0797 | 22.1176 | 1128 | 0.7215 | 0.4190 | 0.7215 | 0.8494 |
616
+ | 0.0797 | 22.1569 | 1130 | 0.6939 | 0.3906 | 0.6939 | 0.8330 |
617
+ | 0.0797 | 22.1961 | 1132 | 0.6829 | 0.4051 | 0.6829 | 0.8264 |
618
+ | 0.0797 | 22.2353 | 1134 | 0.6814 | 0.3561 | 0.6814 | 0.8255 |
619
+ | 0.0797 | 22.2745 | 1136 | 0.6729 | 0.3561 | 0.6729 | 0.8203 |
620
+ | 0.0797 | 22.3137 | 1138 | 0.6655 | 0.3645 | 0.6655 | 0.8158 |
621
+ | 0.0797 | 22.3529 | 1140 | 0.6859 | 0.4300 | 0.6859 | 0.8282 |
622
+ | 0.0797 | 22.3922 | 1142 | 0.7351 | 0.4106 | 0.7351 | 0.8574 |
623
+ | 0.0797 | 22.4314 | 1144 | 0.7706 | 0.4226 | 0.7706 | 0.8778 |
624
+ | 0.0797 | 22.4706 | 1146 | 0.7649 | 0.4244 | 0.7649 | 0.8746 |
625
+ | 0.0797 | 22.5098 | 1148 | 0.7252 | 0.4881 | 0.7252 | 0.8516 |
626
+ | 0.0797 | 22.5490 | 1150 | 0.7003 | 0.4524 | 0.7003 | 0.8368 |
627
+ | 0.0797 | 22.5882 | 1152 | 0.6959 | 0.3669 | 0.6959 | 0.8342 |
628
+ | 0.0797 | 22.6275 | 1154 | 0.6911 | 0.3669 | 0.6911 | 0.8313 |
629
+ | 0.0797 | 22.6667 | 1156 | 0.6830 | 0.3625 | 0.6830 | 0.8264 |
630
+ | 0.0797 | 22.7059 | 1158 | 0.6696 | 0.3881 | 0.6696 | 0.8183 |
631
+ | 0.0797 | 22.7451 | 1160 | 0.6634 | 0.3791 | 0.6634 | 0.8145 |
632
+ | 0.0797 | 22.7843 | 1162 | 0.6770 | 0.4524 | 0.6770 | 0.8228 |
633
+ | 0.0797 | 22.8235 | 1164 | 0.7024 | 0.4604 | 0.7024 | 0.8381 |
634
+ | 0.0797 | 22.8627 | 1166 | 0.7020 | 0.4604 | 0.7020 | 0.8379 |
635
+ | 0.0797 | 22.9020 | 1168 | 0.6877 | 0.4604 | 0.6877 | 0.8293 |
636
+ | 0.0797 | 22.9412 | 1170 | 0.6783 | 0.4524 | 0.6783 | 0.8236 |
637
+ | 0.0797 | 22.9804 | 1172 | 0.6849 | 0.4524 | 0.6849 | 0.8276 |
638
+ | 0.0797 | 23.0196 | 1174 | 0.6707 | 0.3559 | 0.6707 | 0.8190 |
639
+ | 0.0797 | 23.0588 | 1176 | 0.6700 | 0.3559 | 0.6700 | 0.8185 |
640
+ | 0.0797 | 23.0980 | 1178 | 0.6714 | 0.3559 | 0.6714 | 0.8194 |
641
+ | 0.0797 | 23.1373 | 1180 | 0.6855 | 0.3297 | 0.6855 | 0.8280 |
642
+ | 0.0797 | 23.1765 | 1182 | 0.7230 | 0.4462 | 0.7230 | 0.8503 |
643
+ | 0.0797 | 23.2157 | 1184 | 0.7489 | 0.4462 | 0.7489 | 0.8654 |
644
+ | 0.0797 | 23.2549 | 1186 | 0.7486 | 0.4082 | 0.7486 | 0.8652 |
645
+ | 0.0797 | 23.2941 | 1188 | 0.7214 | 0.4065 | 0.7214 | 0.8493 |
646
+ | 0.0797 | 23.3333 | 1190 | 0.7111 | 0.3648 | 0.7111 | 0.8433 |
647
+ | 0.0797 | 23.3725 | 1192 | 0.7445 | 0.3608 | 0.7445 | 0.8628 |
648
+ | 0.0797 | 23.4118 | 1194 | 0.7710 | 0.4210 | 0.7710 | 0.8781 |
649
+ | 0.0797 | 23.4510 | 1196 | 0.7625 | 0.3484 | 0.7625 | 0.8732 |
650
+ | 0.0797 | 23.4902 | 1198 | 0.7566 | 0.3563 | 0.7566 | 0.8698 |
651
+ | 0.0797 | 23.5294 | 1200 | 0.7472 | 0.3881 | 0.7472 | 0.8644 |
652
+ | 0.0797 | 23.5686 | 1202 | 0.7551 | 0.4451 | 0.7551 | 0.8690 |
653
+ | 0.0797 | 23.6078 | 1204 | 0.7722 | 0.4661 | 0.7722 | 0.8788 |
654
+ | 0.0797 | 23.6471 | 1206 | 0.7828 | 0.4523 | 0.7828 | 0.8848 |
655
+ | 0.0797 | 23.6863 | 1208 | 0.7505 | 0.4379 | 0.7505 | 0.8663 |
656
+ | 0.0797 | 23.7255 | 1210 | 0.7457 | 0.4016 | 0.7457 | 0.8636 |
657
+ | 0.0797 | 23.7647 | 1212 | 0.7431 | 0.4016 | 0.7431 | 0.8620 |
658
+ | 0.0797 | 23.8039 | 1214 | 0.7563 | 0.3660 | 0.7563 | 0.8696 |
659
+ | 0.0797 | 23.8431 | 1216 | 0.7828 | 0.4078 | 0.7828 | 0.8848 |
660
+ | 0.0797 | 23.8824 | 1218 | 0.7919 | 0.3840 | 0.7919 | 0.8899 |
661
+ | 0.0797 | 23.9216 | 1220 | 0.8104 | 0.3863 | 0.8104 | 0.9002 |
662
+ | 0.0797 | 23.9608 | 1222 | 0.8276 | 0.3971 | 0.8276 | 0.9097 |
663
+ | 0.0797 | 24.0 | 1224 | 0.8469 | 0.4070 | 0.8469 | 0.9203 |
664
+ | 0.0797 | 24.0392 | 1226 | 0.8355 | 0.4070 | 0.8355 | 0.9140 |
665
+ | 0.0797 | 24.0784 | 1228 | 0.8051 | 0.3966 | 0.8051 | 0.8973 |
666
+ | 0.0797 | 24.1176 | 1230 | 0.7981 | 0.3966 | 0.7981 | 0.8933 |
667
+ | 0.0797 | 24.1569 | 1232 | 0.7929 | 0.3966 | 0.7929 | 0.8904 |
668
+ | 0.0797 | 24.1961 | 1234 | 0.7943 | 0.4063 | 0.7943 | 0.8912 |
669
+ | 0.0797 | 24.2353 | 1236 | 0.8075 | 0.4376 | 0.8075 | 0.8986 |
670
+ | 0.0797 | 24.2745 | 1238 | 0.8138 | 0.4376 | 0.8138 | 0.9021 |
671
+ | 0.0797 | 24.3137 | 1240 | 0.8134 | 0.4089 | 0.8134 | 0.9019 |
672
+ | 0.0797 | 24.3529 | 1242 | 0.8479 | 0.3963 | 0.8479 | 0.9208 |
673
+ | 0.0797 | 24.3922 | 1244 | 0.8308 | 0.4089 | 0.8308 | 0.9115 |
674
+ | 0.0797 | 24.4314 | 1246 | 0.8009 | 0.4376 | 0.8009 | 0.8949 |
675
+ | 0.0797 | 24.4706 | 1248 | 0.7721 | 0.3255 | 0.7721 | 0.8787 |
676
+ | 0.0797 | 24.5098 | 1250 | 0.7639 | 0.3660 | 0.7639 | 0.8740 |
677
+ | 0.0797 | 24.5490 | 1252 | 0.7700 | 0.3175 | 0.7700 | 0.8775 |
678
+ | 0.0797 | 24.5882 | 1254 | 0.7999 | 0.4221 | 0.7999 | 0.8944 |
679
+ | 0.0797 | 24.6275 | 1256 | 0.8521 | 0.4006 | 0.8521 | 0.9231 |
680
+ | 0.0797 | 24.6667 | 1258 | 0.8374 | 0.4006 | 0.8374 | 0.9151 |
681
+ | 0.0797 | 24.7059 | 1260 | 0.7849 | 0.3991 | 0.7849 | 0.8860 |
682
+ | 0.0797 | 24.7451 | 1262 | 0.7273 | 0.3738 | 0.7273 | 0.8528 |
683
+ | 0.0797 | 24.7843 | 1264 | 0.7107 | 0.3485 | 0.7107 | 0.8430 |
684
+ | 0.0797 | 24.8235 | 1266 | 0.7186 | 0.3485 | 0.7186 | 0.8477 |
685
+ | 0.0797 | 24.8627 | 1268 | 0.7265 | 0.3485 | 0.7265 | 0.8523 |
686
+ | 0.0797 | 24.9020 | 1270 | 0.7406 | 0.3485 | 0.7406 | 0.8606 |
687
+ | 0.0797 | 24.9412 | 1272 | 0.7619 | 0.3762 | 0.7619 | 0.8729 |
688
+ | 0.0797 | 24.9804 | 1274 | 0.7874 | 0.4023 | 0.7874 | 0.8873 |
689
+ | 0.0797 | 25.0196 | 1276 | 0.8272 | 0.3130 | 0.8272 | 0.9095 |
690
+ | 0.0797 | 25.0588 | 1278 | 0.8405 | 0.3130 | 0.8405 | 0.9168 |
691
+ | 0.0797 | 25.0980 | 1280 | 0.8102 | 0.3175 | 0.8102 | 0.9001 |
692
+ | 0.0797 | 25.1373 | 1282 | 0.7918 | 0.4128 | 0.7918 | 0.8898 |
693
+ | 0.0797 | 25.1765 | 1284 | 0.8031 | 0.3563 | 0.8031 | 0.8961 |
694
+ | 0.0797 | 25.2157 | 1286 | 0.8436 | 0.3247 | 0.8436 | 0.9185 |
695
+ | 0.0797 | 25.2549 | 1288 | 0.8511 | 0.3247 | 0.8511 | 0.9225 |
696
+ | 0.0797 | 25.2941 | 1290 | 0.8163 | 0.3235 | 0.8163 | 0.9035 |
697
+ | 0.0797 | 25.3333 | 1292 | 0.7991 | 0.4225 | 0.7991 | 0.8939 |
698
+ | 0.0797 | 25.3725 | 1294 | 0.8113 | 0.3660 | 0.8113 | 0.9007 |
699
+ | 0.0797 | 25.4118 | 1296 | 0.8052 | 0.3774 | 0.8052 | 0.8974 |
700
+ | 0.0797 | 25.4510 | 1298 | 0.7803 | 0.3660 | 0.7803 | 0.8834 |
701
+ | 0.0797 | 25.4902 | 1300 | 0.7565 | 0.3813 | 0.7565 | 0.8698 |
702
+ | 0.0797 | 25.5294 | 1302 | 0.7620 | 0.3694 | 0.7620 | 0.8729 |
703
+ | 0.0797 | 25.5686 | 1304 | 0.7893 | 0.3717 | 0.7893 | 0.8884 |
704
+ | 0.0797 | 25.6078 | 1306 | 0.7862 | 0.3761 | 0.7862 | 0.8867 |
705
+ | 0.0797 | 25.6471 | 1308 | 0.7701 | 0.3784 | 0.7701 | 0.8775 |
706
+ | 0.0797 | 25.6863 | 1310 | 0.7633 | 0.3694 | 0.7633 | 0.8736 |
707
+ | 0.0797 | 25.7255 | 1312 | 0.7634 | 0.3768 | 0.7634 | 0.8737 |
708
+ | 0.0797 | 25.7647 | 1314 | 0.7768 | 0.3683 | 0.7768 | 0.8813 |
709
+ | 0.0797 | 25.8039 | 1316 | 0.7916 | 0.3683 | 0.7916 | 0.8897 |
710
+ | 0.0797 | 25.8431 | 1318 | 0.7879 | 0.3662 | 0.7879 | 0.8877 |
711
+ | 0.0797 | 25.8824 | 1320 | 0.7858 | 0.3902 | 0.7858 | 0.8865 |
712
+ | 0.0797 | 25.9216 | 1322 | 0.7876 | 0.3902 | 0.7876 | 0.8875 |
713
+ | 0.0797 | 25.9608 | 1324 | 0.7797 | 0.3902 | 0.7797 | 0.8830 |
714
+ | 0.0797 | 26.0 | 1326 | 0.7782 | 0.3648 | 0.7782 | 0.8822 |
715
+ | 0.0797 | 26.0392 | 1328 | 0.7804 | 0.3650 | 0.7804 | 0.8834 |
716
+ | 0.0797 | 26.0784 | 1330 | 0.7594 | 0.3785 | 0.7594 | 0.8714 |
717
+ | 0.0797 | 26.1176 | 1332 | 0.7252 | 0.3517 | 0.7252 | 0.8516 |
718
+ | 0.0797 | 26.1569 | 1334 | 0.7037 | 0.3628 | 0.7037 | 0.8388 |
719
+ | 0.0797 | 26.1961 | 1336 | 0.7004 | 0.3886 | 0.7004 | 0.8369 |
720
+ | 0.0797 | 26.2353 | 1338 | 0.7087 | 0.3485 | 0.7087 | 0.8418 |
721
+ | 0.0797 | 26.2745 | 1340 | 0.7113 | 0.3485 | 0.7113 | 0.8434 |
722
+ | 0.0797 | 26.3137 | 1342 | 0.7143 | 0.3485 | 0.7143 | 0.8452 |
723
+ | 0.0797 | 26.3529 | 1344 | 0.7324 | 0.3762 | 0.7324 | 0.8558 |
724
+ | 0.0797 | 26.3922 | 1346 | 0.7437 | 0.3625 | 0.7437 | 0.8624 |
725
+ | 0.0797 | 26.4314 | 1348 | 0.7530 | 0.3881 | 0.7530 | 0.8678 |
726
+ | 0.0797 | 26.4706 | 1350 | 0.7546 | 0.3881 | 0.7546 | 0.8687 |
727
+ | 0.0797 | 26.5098 | 1352 | 0.7454 | 0.3762 | 0.7454 | 0.8634 |
728
+ | 0.0797 | 26.5490 | 1354 | 0.7549 | 0.3622 | 0.7549 | 0.8689 |
729
+ | 0.0797 | 26.5882 | 1356 | 0.7679 | 0.3746 | 0.7679 | 0.8763 |
730
+ | 0.0797 | 26.6275 | 1358 | 0.7932 | 0.3746 | 0.7932 | 0.8906 |
731
+ | 0.0797 | 26.6667 | 1360 | 0.8029 | 0.3995 | 0.8029 | 0.8960 |
732
+ | 0.0797 | 26.7059 | 1362 | 0.8211 | 0.4236 | 0.8211 | 0.9061 |
733
+ | 0.0797 | 26.7451 | 1364 | 0.8265 | 0.4137 | 0.8265 | 0.9091 |
734
+ | 0.0797 | 26.7843 | 1366 | 0.8272 | 0.4236 | 0.8272 | 0.9095 |
735
+ | 0.0797 | 26.8235 | 1368 | 0.8284 | 0.4642 | 0.8284 | 0.9102 |
736
+ | 0.0797 | 26.8627 | 1370 | 0.8097 | 0.4248 | 0.8097 | 0.8998 |
737
+ | 0.0797 | 26.9020 | 1372 | 0.7643 | 0.4023 | 0.7643 | 0.8743 |
738
+ | 0.0797 | 26.9412 | 1374 | 0.7271 | 0.3489 | 0.7271 | 0.8527 |
739
+ | 0.0797 | 26.9804 | 1376 | 0.7114 | 0.3489 | 0.7114 | 0.8435 |
740
+ | 0.0797 | 27.0196 | 1378 | 0.6937 | 0.3198 | 0.6937 | 0.8329 |
741
+ | 0.0797 | 27.0588 | 1380 | 0.6816 | 0.3603 | 0.6816 | 0.8256 |
742
+ | 0.0797 | 27.0980 | 1382 | 0.6813 | 0.3603 | 0.6813 | 0.8254 |
743
 
744
 
745
  ### Framework versions