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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k16_task7_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k15_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k15_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.7209
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- - Qwk: 0.3387
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- - Mse: 0.7209
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- - Rmse: 0.8491
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  ## Model description
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@@ -49,261 +49,511 @@ 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 | 0.0263 | 2 | 2.6114 | -0.0593 | 2.6114 | 1.6160 |
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- | No log | 0.0526 | 4 | 1.3662 | 0.0412 | 1.3662 | 1.1689 |
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- | No log | 0.0789 | 6 | 1.0366 | -0.1408 | 1.0366 | 1.0181 |
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- | No log | 0.1053 | 8 | 0.9287 | 0.0778 | 0.9287 | 0.9637 |
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- | No log | 0.1316 | 10 | 1.1332 | 0.0070 | 1.1332 | 1.0645 |
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- | No log | 0.1579 | 12 | 1.3977 | -0.1097 | 1.3977 | 1.1823 |
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- | No log | 0.1842 | 14 | 1.3071 | -0.1828 | 1.3071 | 1.1433 |
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- | No log | 0.2105 | 16 | 1.0926 | 0.0787 | 1.0926 | 1.0453 |
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- | No log | 0.2368 | 18 | 0.9905 | 0.0787 | 0.9905 | 0.9952 |
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- | No log | 0.2632 | 20 | 0.8839 | 0.1359 | 0.8839 | 0.9401 |
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- | No log | 0.2895 | 22 | 0.8665 | 0.0 | 0.8665 | 0.9309 |
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- | No log | 0.3158 | 24 | 0.8149 | 0.0410 | 0.8149 | 0.9027 |
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- | No log | 0.3421 | 26 | 0.7893 | -0.0127 | 0.7893 | 0.8884 |
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- | No log | 0.3684 | 28 | 0.8394 | 0.1268 | 0.8394 | 0.9162 |
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- | No log | 0.3947 | 30 | 0.9352 | 0.1308 | 0.9352 | 0.9671 |
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- | No log | 0.4211 | 32 | 0.9961 | 0.0646 | 0.9961 | 0.9980 |
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- | No log | 0.4474 | 34 | 1.0164 | 0.1298 | 1.0164 | 1.0081 |
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- | No log | 0.4737 | 36 | 1.0397 | 0.0973 | 1.0397 | 1.0196 |
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- | No log | 0.5 | 38 | 1.0867 | -0.1101 | 1.0867 | 1.0425 |
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- | No log | 0.5263 | 40 | 1.2202 | -0.0210 | 1.2202 | 1.1046 |
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- | No log | 0.5526 | 42 | 1.4327 | 0.0174 | 1.4327 | 1.1970 |
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- | No log | 0.5789 | 44 | 1.4707 | 0.0475 | 1.4707 | 1.2127 |
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- | No log | 0.6053 | 46 | 1.1569 | 0.0400 | 1.1569 | 1.0756 |
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- | No log | 0.6316 | 48 | 0.9935 | 0.1528 | 0.9935 | 0.9967 |
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- | No log | 0.6579 | 50 | 1.1130 | 0.0209 | 1.1130 | 1.0550 |
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- | No log | 0.6842 | 52 | 1.1576 | 0.1213 | 1.1576 | 1.0759 |
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- | No log | 0.7105 | 54 | 1.1930 | 0.0973 | 1.1930 | 1.0922 |
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- | No log | 0.7368 | 56 | 1.0684 | 0.1115 | 1.0684 | 1.0336 |
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- | No log | 0.7632 | 58 | 1.0599 | 0.1422 | 1.0599 | 1.0295 |
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- | No log | 0.7895 | 60 | 1.0905 | 0.2239 | 1.0905 | 1.0443 |
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- | No log | 0.8158 | 62 | 1.1419 | 0.2230 | 1.1419 | 1.0686 |
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- | No log | 0.8421 | 64 | 1.0858 | 0.2037 | 1.0858 | 1.0420 |
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- | No log | 0.8684 | 66 | 0.9096 | 0.2087 | 0.9096 | 0.9537 |
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- | No log | 0.8947 | 68 | 0.7219 | 0.0 | 0.7219 | 0.8497 |
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- | No log | 0.9211 | 70 | 0.7079 | 0.1699 | 0.7079 | 0.8414 |
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- | No log | 0.9474 | 72 | 0.7158 | 0.2121 | 0.7158 | 0.8461 |
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- | No log | 0.9737 | 74 | 0.7851 | 0.2706 | 0.7851 | 0.8861 |
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- | No log | 1.0 | 76 | 1.0026 | 0.2964 | 1.0026 | 1.0013 |
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- | No log | 1.0263 | 78 | 1.0787 | 0.2580 | 1.0787 | 1.0386 |
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- | No log | 1.0526 | 80 | 1.2280 | 0.1947 | 1.2280 | 1.1082 |
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- | No log | 1.0789 | 82 | 1.2189 | 0.1959 | 1.2189 | 1.1041 |
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- | No log | 1.1053 | 84 | 1.2182 | 0.2176 | 1.2182 | 1.1037 |
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- | No log | 1.1316 | 86 | 1.0492 | 0.2580 | 1.0492 | 1.0243 |
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- | No log | 1.1579 | 88 | 0.8457 | 0.2853 | 0.8457 | 0.9196 |
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- | No log | 1.1842 | 90 | 0.7569 | 0.1797 | 0.7569 | 0.8700 |
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- | No log | 1.2105 | 92 | 0.7646 | 0.2837 | 0.7646 | 0.8744 |
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- | No log | 1.2368 | 94 | 0.7433 | 0.2516 | 0.7433 | 0.8621 |
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- | No log | 1.2632 | 96 | 0.7267 | 0.2909 | 0.7267 | 0.8525 |
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- | No log | 1.2895 | 98 | 0.7198 | 0.2229 | 0.7198 | 0.8484 |
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- | No log | 1.3158 | 100 | 0.7310 | 0.1884 | 0.7310 | 0.8550 |
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- | No log | 1.3421 | 102 | 0.7452 | 0.1884 | 0.7452 | 0.8633 |
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- | No log | 1.3684 | 104 | 0.7575 | 0.1539 | 0.7575 | 0.8703 |
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- | No log | 1.3947 | 106 | 0.7670 | 0.1539 | 0.7670 | 0.8758 |
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- | No log | 1.4211 | 108 | 0.8000 | 0.1729 | 0.8000 | 0.8944 |
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- | No log | 1.4474 | 110 | 0.7892 | 0.1569 | 0.7892 | 0.8883 |
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- | No log | 1.4737 | 112 | 0.8449 | 0.2547 | 0.8449 | 0.9192 |
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- | No log | 1.5 | 114 | 0.9809 | 0.2369 | 0.9809 | 0.9904 |
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- | No log | 1.5263 | 116 | 0.8940 | 0.2892 | 0.8940 | 0.9455 |
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- | No log | 1.5526 | 118 | 0.7389 | 0.2158 | 0.7389 | 0.8596 |
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- | No log | 1.5789 | 120 | 0.8308 | 0.2555 | 0.8308 | 0.9115 |
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- | No log | 1.6053 | 122 | 0.8792 | 0.3002 | 0.8792 | 0.9376 |
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- | No log | 1.6316 | 124 | 0.7961 | 0.3617 | 0.7961 | 0.8923 |
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- | No log | 1.6579 | 126 | 0.7042 | 0.3308 | 0.7042 | 0.8391 |
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- | No log | 1.6842 | 128 | 0.7617 | 0.2932 | 0.7617 | 0.8728 |
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- | No log | 1.7105 | 130 | 0.7418 | 0.3329 | 0.7418 | 0.8613 |
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- | No log | 1.7368 | 132 | 0.6867 | 0.2386 | 0.6867 | 0.8287 |
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- | No log | 1.7632 | 134 | 0.7614 | 0.2642 | 0.7614 | 0.8726 |
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- | No log | 1.7895 | 136 | 0.8907 | 0.3401 | 0.8907 | 0.9438 |
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- | No log | 1.8158 | 138 | 0.9496 | 0.2877 | 0.9496 | 0.9745 |
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- | No log | 1.8421 | 140 | 0.8391 | 0.3376 | 0.8391 | 0.9160 |
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- | No log | 1.8684 | 142 | 0.7244 | 0.3739 | 0.7244 | 0.8511 |
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- | No log | 1.8947 | 144 | 0.6983 | 0.4495 | 0.6983 | 0.8356 |
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- | No log | 1.9211 | 146 | 0.7083 | 0.3972 | 0.7083 | 0.8416 |
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- | No log | 1.9474 | 148 | 0.7564 | 0.3896 | 0.7564 | 0.8697 |
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- | No log | 1.9737 | 150 | 0.7292 | 0.3631 | 0.7292 | 0.8539 |
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- | No log | 2.0 | 152 | 0.7076 | 0.3378 | 0.7076 | 0.8412 |
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- | No log | 2.0263 | 154 | 0.7992 | 0.3123 | 0.7992 | 0.8940 |
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- | No log | 2.0526 | 156 | 0.8510 | 0.2756 | 0.8510 | 0.9225 |
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- | No log | 2.0789 | 158 | 0.7901 | 0.3706 | 0.7901 | 0.8889 |
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- | No log | 2.1053 | 160 | 0.8273 | 0.3706 | 0.8273 | 0.9096 |
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- | No log | 2.1316 | 162 | 0.9694 | 0.2938 | 0.9694 | 0.9846 |
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- | No log | 2.1579 | 164 | 0.9429 | 0.3767 | 0.9429 | 0.9710 |
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- | No log | 2.1842 | 166 | 0.8155 | 0.2519 | 0.8155 | 0.9030 |
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- | No log | 2.2105 | 168 | 0.7651 | 0.3887 | 0.7651 | 0.8747 |
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- | No log | 2.2368 | 170 | 0.7690 | 0.4257 | 0.7690 | 0.8769 |
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- | No log | 2.2632 | 172 | 0.7564 | 0.3460 | 0.7564 | 0.8697 |
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- | No log | 2.2895 | 174 | 0.7505 | 0.3400 | 0.7505 | 0.8663 |
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- | No log | 2.3158 | 176 | 0.7352 | 0.4065 | 0.7352 | 0.8575 |
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- | No log | 2.3421 | 178 | 0.7190 | 0.4432 | 0.7190 | 0.8479 |
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- | No log | 2.3684 | 180 | 0.7200 | 0.4813 | 0.7200 | 0.8485 |
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- | No log | 2.3947 | 182 | 0.7545 | 0.2517 | 0.7545 | 0.8686 |
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- | No log | 2.4211 | 184 | 0.7076 | 0.4 | 0.7076 | 0.8412 |
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- | No log | 2.4474 | 186 | 0.6914 | 0.4 | 0.6914 | 0.8315 |
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- | No log | 2.4737 | 188 | 0.6827 | 0.3933 | 0.6827 | 0.8263 |
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- | No log | 2.5 | 190 | 0.6881 | 0.4196 | 0.6881 | 0.8295 |
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- | No log | 2.5263 | 192 | 0.7034 | 0.4098 | 0.7034 | 0.8387 |
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- | No log | 2.5526 | 194 | 0.7959 | 0.3247 | 0.7959 | 0.8921 |
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- | No log | 2.5789 | 196 | 0.8757 | 0.2948 | 0.8757 | 0.9358 |
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- | No log | 2.6053 | 198 | 0.7463 | 0.3662 | 0.7463 | 0.8639 |
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- | No log | 2.6316 | 200 | 0.7901 | 0.3971 | 0.7901 | 0.8889 |
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- | No log | 2.6579 | 202 | 0.7460 | 0.4155 | 0.7460 | 0.8637 |
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- | No log | 2.6842 | 204 | 0.6647 | 0.4023 | 0.6647 | 0.8153 |
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- | No log | 2.7105 | 206 | 0.6338 | 0.3910 | 0.6338 | 0.7961 |
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- | No log | 2.7368 | 208 | 0.6600 | 0.3213 | 0.6600 | 0.8124 |
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- | No log | 2.7632 | 210 | 0.6548 | 0.3628 | 0.6548 | 0.8092 |
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- | No log | 2.7895 | 212 | 0.6587 | 0.4051 | 0.6587 | 0.8116 |
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- | No log | 2.8158 | 214 | 0.6787 | 0.4301 | 0.6787 | 0.8238 |
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- | No log | 2.8421 | 216 | 0.6894 | 0.4094 | 0.6894 | 0.8303 |
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- | No log | 2.8684 | 218 | 0.7169 | 0.3223 | 0.7169 | 0.8467 |
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- | No log | 2.8947 | 220 | 0.7045 | 0.3554 | 0.7045 | 0.8393 |
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- | No log | 2.9211 | 222 | 0.7548 | 0.4495 | 0.7548 | 0.8688 |
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- | No log | 2.9474 | 224 | 0.7643 | 0.4719 | 0.7643 | 0.8742 |
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- | No log | 2.9737 | 226 | 0.7325 | 0.3575 | 0.7325 | 0.8558 |
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- | No log | 3.0 | 228 | 0.8097 | 0.3967 | 0.8097 | 0.8998 |
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- | No log | 3.0263 | 230 | 0.8403 | 0.3734 | 0.8403 | 0.9167 |
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- | No log | 3.0526 | 232 | 0.8309 | 0.3791 | 0.8309 | 0.9116 |
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- | No log | 3.0789 | 234 | 0.7274 | 0.3768 | 0.7274 | 0.8529 |
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- | No log | 3.1053 | 236 | 0.7283 | 0.4116 | 0.7283 | 0.8534 |
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- | No log | 3.1316 | 238 | 0.7187 | 0.4116 | 0.7187 | 0.8478 |
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- | No log | 3.1579 | 240 | 0.6636 | 0.4914 | 0.6636 | 0.8146 |
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- | No log | 3.1842 | 242 | 0.7092 | 0.3523 | 0.7092 | 0.8421 |
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- | No log | 3.2105 | 244 | 0.7735 | 0.2476 | 0.7735 | 0.8795 |
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- | No log | 3.2368 | 246 | 0.8439 | 0.2756 | 0.8439 | 0.9186 |
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- | No log | 3.2632 | 248 | 0.9420 | 0.3032 | 0.9420 | 0.9706 |
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- | No log | 3.2895 | 250 | 0.8581 | 0.3174 | 0.8581 | 0.9263 |
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- | No log | 3.3158 | 252 | 0.8433 | 0.3431 | 0.8433 | 0.9183 |
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- | No log | 3.3421 | 254 | 0.8367 | 0.3431 | 0.8367 | 0.9147 |
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- | No log | 3.3684 | 256 | 0.7639 | 0.3962 | 0.7639 | 0.8740 |
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- | No log | 3.3947 | 258 | 0.6843 | 0.4265 | 0.6843 | 0.8272 |
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- | No log | 3.4211 | 260 | 0.6830 | 0.4847 | 0.6830 | 0.8264 |
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- | No log | 3.4474 | 262 | 0.7209 | 0.4007 | 0.7209 | 0.8491 |
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- | No log | 3.4737 | 264 | 0.7132 | 0.4555 | 0.7132 | 0.8445 |
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- | No log | 3.5 | 266 | 0.7011 | 0.4322 | 0.7011 | 0.8373 |
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- | No log | 3.5263 | 268 | 0.7348 | 0.2938 | 0.7348 | 0.8572 |
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- | No log | 3.5526 | 270 | 0.7119 | 0.3189 | 0.7119 | 0.8437 |
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- | No log | 3.5789 | 272 | 0.6911 | 0.5021 | 0.6911 | 0.8313 |
188
- | No log | 3.6053 | 274 | 0.7041 | 0.5150 | 0.7041 | 0.8391 |
189
- | No log | 3.6316 | 276 | 0.7152 | 0.5150 | 0.7152 | 0.8457 |
190
- | No log | 3.6579 | 278 | 0.7324 | 0.5150 | 0.7324 | 0.8558 |
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- | No log | 3.6842 | 280 | 0.7407 | 0.4678 | 0.7407 | 0.8606 |
192
- | No log | 3.7105 | 282 | 0.7627 | 0.3923 | 0.7627 | 0.8734 |
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- | No log | 3.7368 | 284 | 0.7649 | 0.4090 | 0.7649 | 0.8746 |
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- | No log | 3.7632 | 286 | 0.8059 | 0.3349 | 0.8059 | 0.8977 |
195
- | No log | 3.7895 | 288 | 0.7814 | 0.3383 | 0.7814 | 0.8840 |
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- | No log | 3.8158 | 290 | 0.6805 | 0.4348 | 0.6805 | 0.8249 |
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- | No log | 3.8421 | 292 | 0.6440 | 0.4914 | 0.6440 | 0.8025 |
198
- | No log | 3.8684 | 294 | 0.6429 | 0.4914 | 0.6429 | 0.8018 |
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- | No log | 3.8947 | 296 | 0.6358 | 0.4244 | 0.6358 | 0.7974 |
200
- | No log | 3.9211 | 298 | 0.7040 | 0.3876 | 0.7040 | 0.8391 |
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- | No log | 3.9474 | 300 | 0.7883 | 0.3269 | 0.7883 | 0.8879 |
202
- | No log | 3.9737 | 302 | 0.7289 | 0.4616 | 0.7289 | 0.8538 |
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- | No log | 4.0 | 304 | 0.6629 | 0.3601 | 0.6629 | 0.8142 |
204
- | No log | 4.0263 | 306 | 0.6571 | 0.3645 | 0.6571 | 0.8106 |
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- | No log | 4.0526 | 308 | 0.6535 | 0.3645 | 0.6535 | 0.8084 |
206
- | No log | 4.0789 | 310 | 0.6301 | 0.3667 | 0.6301 | 0.7938 |
207
- | No log | 4.1053 | 312 | 0.6316 | 0.4105 | 0.6316 | 0.7947 |
208
- | No log | 4.1316 | 314 | 0.7251 | 0.4765 | 0.7251 | 0.8515 |
209
- | No log | 4.1579 | 316 | 0.6835 | 0.4886 | 0.6835 | 0.8268 |
210
- | No log | 4.1842 | 318 | 0.5775 | 0.4278 | 0.5775 | 0.7600 |
211
- | No log | 4.2105 | 320 | 0.6377 | 0.4587 | 0.6377 | 0.7986 |
212
- | No log | 4.2368 | 322 | 0.6326 | 0.4587 | 0.6326 | 0.7953 |
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- | No log | 4.2632 | 324 | 0.6004 | 0.4719 | 0.6004 | 0.7748 |
214
- | No log | 4.2895 | 326 | 0.7807 | 0.4503 | 0.7807 | 0.8836 |
215
- | No log | 4.3158 | 328 | 0.9337 | 0.3079 | 0.9337 | 0.9663 |
216
- | No log | 4.3421 | 330 | 0.9605 | 0.3079 | 0.9605 | 0.9800 |
217
- | No log | 4.3684 | 332 | 0.7863 | 0.4057 | 0.7863 | 0.8867 |
218
- | No log | 4.3947 | 334 | 0.6499 | 0.4200 | 0.6499 | 0.8062 |
219
- | No log | 4.4211 | 336 | 0.6411 | 0.4555 | 0.6411 | 0.8007 |
220
- | No log | 4.4474 | 338 | 0.6596 | 0.3738 | 0.6596 | 0.8122 |
221
- | No log | 4.4737 | 340 | 0.6749 | 0.3738 | 0.6749 | 0.8215 |
222
- | No log | 4.5 | 342 | 0.7093 | 0.4205 | 0.7093 | 0.8422 |
223
- | No log | 4.5263 | 344 | 0.7117 | 0.4205 | 0.7117 | 0.8436 |
224
- | No log | 4.5526 | 346 | 0.6941 | 0.4006 | 0.6941 | 0.8331 |
225
- | No log | 4.5789 | 348 | 0.6910 | 0.4300 | 0.6910 | 0.8313 |
226
- | No log | 4.6053 | 350 | 0.6969 | 0.3213 | 0.6969 | 0.8348 |
227
- | No log | 4.6316 | 352 | 0.7304 | 0.3457 | 0.7304 | 0.8546 |
228
- | No log | 4.6579 | 354 | 0.7320 | 0.3457 | 0.7320 | 0.8556 |
229
- | No log | 4.6842 | 356 | 0.7301 | 0.3457 | 0.7301 | 0.8545 |
230
- | No log | 4.7105 | 358 | 0.7235 | 0.3409 | 0.7235 | 0.8506 |
231
- | No log | 4.7368 | 360 | 0.7308 | 0.3994 | 0.7308 | 0.8549 |
232
- | No log | 4.7632 | 362 | 0.7209 | 0.3308 | 0.7209 | 0.8491 |
233
- | No log | 4.7895 | 364 | 0.6965 | 0.3691 | 0.6965 | 0.8346 |
234
- | No log | 4.8158 | 366 | 0.6841 | 0.3691 | 0.6841 | 0.8271 |
235
- | No log | 4.8421 | 368 | 0.6889 | 0.3754 | 0.6889 | 0.8300 |
236
- | No log | 4.8684 | 370 | 0.6966 | 0.3331 | 0.6966 | 0.8346 |
237
- | No log | 4.8947 | 372 | 0.6822 | 0.3833 | 0.6822 | 0.8260 |
238
- | No log | 4.9211 | 374 | 0.6652 | 0.4719 | 0.6652 | 0.8156 |
239
- | No log | 4.9474 | 376 | 0.6846 | 0.4986 | 0.6846 | 0.8274 |
240
- | No log | 4.9737 | 378 | 0.6658 | 0.4717 | 0.6658 | 0.8160 |
241
- | No log | 5.0 | 380 | 0.7051 | 0.4321 | 0.7051 | 0.8397 |
242
- | No log | 5.0263 | 382 | 0.9097 | 0.2752 | 0.9097 | 0.9538 |
243
- | No log | 5.0526 | 384 | 1.0318 | 0.2954 | 1.0318 | 1.0158 |
244
- | No log | 5.0789 | 386 | 0.9598 | 0.2987 | 0.9598 | 0.9797 |
245
- | No log | 5.1053 | 388 | 0.7847 | 0.3613 | 0.7847 | 0.8858 |
246
- | No log | 5.1316 | 390 | 0.7445 | 0.3871 | 0.7445 | 0.8628 |
247
- | No log | 5.1579 | 392 | 0.7458 | 0.3871 | 0.7458 | 0.8636 |
248
- | No log | 5.1842 | 394 | 0.7344 | 0.3871 | 0.7344 | 0.8570 |
249
- | No log | 5.2105 | 396 | 0.6911 | 0.4102 | 0.6911 | 0.8313 |
250
- | No log | 5.2368 | 398 | 0.6766 | 0.3725 | 0.6766 | 0.8226 |
251
- | No log | 5.2632 | 400 | 0.6891 | 0.3605 | 0.6891 | 0.8302 |
252
- | No log | 5.2895 | 402 | 0.6933 | 0.3331 | 0.6933 | 0.8327 |
253
- | No log | 5.3158 | 404 | 0.7042 | 0.2465 | 0.7042 | 0.8392 |
254
- | No log | 5.3421 | 406 | 0.6915 | 0.3780 | 0.6915 | 0.8316 |
255
- | No log | 5.3684 | 408 | 0.6790 | 0.4613 | 0.6790 | 0.8240 |
256
- | No log | 5.3947 | 410 | 0.6818 | 0.4613 | 0.6818 | 0.8257 |
257
- | No log | 5.4211 | 412 | 0.6852 | 0.3915 | 0.6852 | 0.8278 |
258
- | No log | 5.4474 | 414 | 0.6810 | 0.4338 | 0.6810 | 0.8252 |
259
- | No log | 5.4737 | 416 | 0.6853 | 0.3837 | 0.6853 | 0.8278 |
260
- | No log | 5.5 | 418 | 0.6823 | 0.3689 | 0.6823 | 0.8260 |
261
- | No log | 5.5263 | 420 | 0.6722 | 0.3628 | 0.6722 | 0.8199 |
262
- | No log | 5.5526 | 422 | 0.6710 | 0.3511 | 0.6710 | 0.8191 |
263
- | No log | 5.5789 | 424 | 0.6700 | 0.3556 | 0.6700 | 0.8185 |
264
- | No log | 5.6053 | 426 | 0.6770 | 0.3460 | 0.6770 | 0.8228 |
265
- | No log | 5.6316 | 428 | 0.7006 | 0.3910 | 0.7006 | 0.8370 |
266
- | No log | 5.6579 | 430 | 0.7067 | 0.3556 | 0.7067 | 0.8407 |
267
- | No log | 5.6842 | 432 | 0.7136 | 0.3417 | 0.7136 | 0.8447 |
268
- | No log | 5.7105 | 434 | 0.7227 | 0.3667 | 0.7227 | 0.8501 |
269
- | No log | 5.7368 | 436 | 0.7244 | 0.4265 | 0.7244 | 0.8511 |
270
- | No log | 5.7632 | 438 | 0.7162 | 0.4029 | 0.7162 | 0.8463 |
271
- | No log | 5.7895 | 440 | 0.7211 | 0.3729 | 0.7211 | 0.8492 |
272
- | No log | 5.8158 | 442 | 0.7136 | 0.3598 | 0.7136 | 0.8447 |
273
- | No log | 5.8421 | 444 | 0.7800 | 0.3891 | 0.7800 | 0.8832 |
274
- | No log | 5.8684 | 446 | 0.8301 | 0.3333 | 0.8301 | 0.9111 |
275
- | No log | 5.8947 | 448 | 0.7777 | 0.4239 | 0.7777 | 0.8819 |
276
- | No log | 5.9211 | 450 | 0.7472 | 0.3222 | 0.7472 | 0.8644 |
277
- | No log | 5.9474 | 452 | 0.7339 | 0.3160 | 0.7339 | 0.8567 |
278
- | No log | 5.9737 | 454 | 0.7175 | 0.2806 | 0.7175 | 0.8471 |
279
- | No log | 6.0 | 456 | 0.7144 | 0.3964 | 0.7144 | 0.8452 |
280
- | No log | 6.0263 | 458 | 0.7491 | 0.3265 | 0.7491 | 0.8655 |
281
- | No log | 6.0526 | 460 | 0.8631 | 0.1763 | 0.8631 | 0.9290 |
282
- | No log | 6.0789 | 462 | 0.8878 | 0.2237 | 0.8878 | 0.9422 |
283
- | No log | 6.1053 | 464 | 0.8455 | 0.2499 | 0.8455 | 0.9195 |
284
- | No log | 6.1316 | 466 | 0.7594 | 0.4107 | 0.7594 | 0.8715 |
285
- | No log | 6.1579 | 468 | 0.7549 | 0.4106 | 0.7549 | 0.8688 |
286
- | No log | 6.1842 | 470 | 0.7337 | 0.4448 | 0.7337 | 0.8565 |
287
- | No log | 6.2105 | 472 | 0.7074 | 0.4137 | 0.7074 | 0.8410 |
288
- | No log | 6.2368 | 474 | 0.8323 | 0.2599 | 0.8323 | 0.9123 |
289
- | No log | 6.2632 | 476 | 0.9882 | 0.3015 | 0.9882 | 0.9941 |
290
- | No log | 6.2895 | 478 | 1.0109 | 0.2727 | 1.0109 | 1.0054 |
291
- | No log | 6.3158 | 480 | 0.8862 | 0.2806 | 0.8862 | 0.9414 |
292
- | No log | 6.3421 | 482 | 0.7344 | 0.2815 | 0.7344 | 0.8570 |
293
- | No log | 6.3684 | 484 | 0.6684 | 0.4762 | 0.6684 | 0.8175 |
294
- | No log | 6.3947 | 486 | 0.6638 | 0.4281 | 0.6638 | 0.8147 |
295
- | No log | 6.4211 | 488 | 0.6559 | 0.4281 | 0.6559 | 0.8099 |
296
- | No log | 6.4474 | 490 | 0.6332 | 0.5189 | 0.6332 | 0.7957 |
297
- | No log | 6.4737 | 492 | 0.6772 | 0.4161 | 0.6772 | 0.8229 |
298
- | No log | 6.5 | 494 | 0.7425 | 0.2651 | 0.7425 | 0.8617 |
299
- | No log | 6.5263 | 496 | 0.7404 | 0.2920 | 0.7404 | 0.8604 |
300
- | No log | 6.5526 | 498 | 0.6942 | 0.3695 | 0.6942 | 0.8332 |
301
- | 0.3706 | 6.5789 | 500 | 0.6603 | 0.4556 | 0.6603 | 0.8126 |
302
- | 0.3706 | 6.6053 | 502 | 0.6625 | 0.4556 | 0.6625 | 0.8139 |
303
- | 0.3706 | 6.6316 | 504 | 0.7388 | 0.3067 | 0.7388 | 0.8595 |
304
- | 0.3706 | 6.6579 | 506 | 0.8375 | 0.2730 | 0.8375 | 0.9151 |
305
- | 0.3706 | 6.6842 | 508 | 0.8253 | 0.2456 | 0.8253 | 0.9084 |
306
- | 0.3706 | 6.7105 | 510 | 0.7209 | 0.3387 | 0.7209 | 0.8491 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k16_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k16_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: 0.5199
19
+ - Qwk: 0.4839
20
+ - Mse: 0.5199
21
+ - Rmse: 0.7210
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.025 | 2 | 2.5813 | -0.1089 | 2.5813 | 1.6067 |
53
+ | No log | 0.05 | 4 | 1.2730 | 0.0679 | 1.2730 | 1.1283 |
54
+ | No log | 0.075 | 6 | 1.1207 | -0.1459 | 1.1207 | 1.0586 |
55
+ | No log | 0.1 | 8 | 1.1674 | 0.0784 | 1.1674 | 1.0805 |
56
+ | No log | 0.125 | 10 | 0.8484 | 0.1452 | 0.8484 | 0.9211 |
57
+ | No log | 0.15 | 12 | 0.7544 | 0.2807 | 0.7544 | 0.8686 |
58
+ | No log | 0.175 | 14 | 0.8463 | 0.3180 | 0.8463 | 0.9199 |
59
+ | No log | 0.2 | 16 | 0.6659 | 0.2842 | 0.6659 | 0.8160 |
60
+ | No log | 0.225 | 18 | 0.6220 | 0.3808 | 0.6220 | 0.7887 |
61
+ | No log | 0.25 | 20 | 0.6173 | 0.4354 | 0.6173 | 0.7857 |
62
+ | No log | 0.275 | 22 | 0.7216 | 0.3754 | 0.7216 | 0.8495 |
63
+ | No log | 0.3 | 24 | 1.1289 | 0.2439 | 1.1289 | 1.0625 |
64
+ | No log | 0.325 | 26 | 1.2275 | 0.1663 | 1.2275 | 1.1079 |
65
+ | No log | 0.35 | 28 | 0.9570 | 0.2516 | 0.9570 | 0.9783 |
66
+ | No log | 0.375 | 30 | 0.5809 | 0.3416 | 0.5809 | 0.7622 |
67
+ | No log | 0.4 | 32 | 0.6166 | 0.3673 | 0.6166 | 0.7852 |
68
+ | No log | 0.425 | 34 | 0.5726 | 0.4420 | 0.5726 | 0.7567 |
69
+ | No log | 0.45 | 36 | 0.5814 | 0.3426 | 0.5814 | 0.7625 |
70
+ | No log | 0.475 | 38 | 0.7513 | 0.4193 | 0.7513 | 0.8668 |
71
+ | No log | 0.5 | 40 | 0.9269 | 0.3003 | 0.9269 | 0.9627 |
72
+ | No log | 0.525 | 42 | 0.9421 | 0.3003 | 0.9421 | 0.9706 |
73
+ | No log | 0.55 | 44 | 0.8447 | 0.3663 | 0.8447 | 0.9191 |
74
+ | No log | 0.575 | 46 | 0.6612 | 0.3506 | 0.6612 | 0.8131 |
75
+ | No log | 0.6 | 48 | 0.5867 | 0.4212 | 0.5867 | 0.7659 |
76
+ | No log | 0.625 | 50 | 0.5979 | 0.4212 | 0.5979 | 0.7732 |
77
+ | No log | 0.65 | 52 | 0.6009 | 0.2374 | 0.6009 | 0.7751 |
78
+ | No log | 0.675 | 54 | 0.7374 | 0.3201 | 0.7374 | 0.8587 |
79
+ | No log | 0.7 | 56 | 0.7888 | 0.2846 | 0.7888 | 0.8881 |
80
+ | No log | 0.725 | 58 | 0.7270 | 0.3216 | 0.7270 | 0.8526 |
81
+ | No log | 0.75 | 60 | 0.6721 | 0.2822 | 0.6721 | 0.8198 |
82
+ | No log | 0.775 | 62 | 0.6542 | 0.2713 | 0.6542 | 0.8088 |
83
+ | No log | 0.8 | 64 | 0.6507 | 0.3072 | 0.6507 | 0.8066 |
84
+ | No log | 0.825 | 66 | 0.6590 | 0.3416 | 0.6590 | 0.8118 |
85
+ | No log | 0.85 | 68 | 0.7260 | 0.3664 | 0.7260 | 0.8521 |
86
+ | No log | 0.875 | 70 | 0.8577 | 0.3009 | 0.8577 | 0.9261 |
87
+ | No log | 0.9 | 72 | 0.8710 | 0.2626 | 0.8710 | 0.9333 |
88
+ | No log | 0.925 | 74 | 0.7466 | 0.3857 | 0.7466 | 0.8641 |
89
+ | No log | 0.95 | 76 | 0.6578 | 0.2852 | 0.6578 | 0.8111 |
90
+ | No log | 0.975 | 78 | 0.7494 | 0.3562 | 0.7494 | 0.8657 |
91
+ | No log | 1.0 | 80 | 0.6644 | 0.3940 | 0.6644 | 0.8151 |
92
+ | No log | 1.025 | 82 | 0.5827 | 0.3920 | 0.5827 | 0.7634 |
93
+ | No log | 1.05 | 84 | 0.6961 | 0.3719 | 0.6961 | 0.8343 |
94
+ | No log | 1.075 | 86 | 0.9518 | 0.2873 | 0.9518 | 0.9756 |
95
+ | No log | 1.1 | 88 | 1.0176 | 0.2770 | 1.0176 | 1.0088 |
96
+ | No log | 1.125 | 90 | 0.8992 | 0.2222 | 0.8992 | 0.9482 |
97
+ | No log | 1.15 | 92 | 0.6800 | 0.2675 | 0.6800 | 0.8246 |
98
+ | No log | 1.175 | 94 | 0.6101 | 0.2963 | 0.6101 | 0.7811 |
99
+ | No log | 1.2 | 96 | 0.6292 | 0.4015 | 0.6292 | 0.7933 |
100
+ | No log | 1.225 | 98 | 0.6316 | 0.3039 | 0.6316 | 0.7948 |
101
+ | No log | 1.25 | 100 | 0.7194 | 0.2361 | 0.7194 | 0.8482 |
102
+ | No log | 1.275 | 102 | 0.8508 | 0.2914 | 0.8508 | 0.9224 |
103
+ | No log | 1.3 | 104 | 0.9072 | 0.1910 | 0.9072 | 0.9524 |
104
+ | No log | 1.325 | 106 | 0.9311 | 0.2081 | 0.9311 | 0.9649 |
105
+ | No log | 1.35 | 108 | 0.9078 | 0.2603 | 0.9078 | 0.9528 |
106
+ | No log | 1.375 | 110 | 0.9915 | 0.1765 | 0.9915 | 0.9958 |
107
+ | No log | 1.4 | 112 | 0.9463 | 0.2081 | 0.9463 | 0.9728 |
108
+ | No log | 1.425 | 114 | 0.7982 | 0.3470 | 0.7982 | 0.8934 |
109
+ | No log | 1.45 | 116 | 0.7650 | 0.3347 | 0.7650 | 0.8746 |
110
+ | No log | 1.475 | 118 | 0.7528 | 0.4 | 0.7528 | 0.8677 |
111
+ | No log | 1.5 | 120 | 0.7329 | 0.2884 | 0.7329 | 0.8561 |
112
+ | No log | 1.525 | 122 | 0.7314 | 0.3385 | 0.7314 | 0.8552 |
113
+ | No log | 1.55 | 124 | 0.7499 | 0.3416 | 0.7499 | 0.8659 |
114
+ | No log | 1.575 | 126 | 0.7560 | 0.3243 | 0.7560 | 0.8695 |
115
+ | No log | 1.6 | 128 | 0.7342 | 0.3385 | 0.7342 | 0.8568 |
116
+ | No log | 1.625 | 130 | 0.7287 | 0.2007 | 0.7287 | 0.8537 |
117
+ | No log | 1.65 | 132 | 0.7267 | 0.1752 | 0.7267 | 0.8525 |
118
+ | No log | 1.675 | 134 | 0.7330 | 0.2509 | 0.7330 | 0.8561 |
119
+ | No log | 1.7 | 136 | 0.7619 | 0.3229 | 0.7619 | 0.8729 |
120
+ | No log | 1.725 | 138 | 0.7618 | 0.2978 | 0.7618 | 0.8728 |
121
+ | No log | 1.75 | 140 | 0.7733 | 0.3457 | 0.7733 | 0.8794 |
122
+ | No log | 1.775 | 142 | 0.8143 | 0.3341 | 0.8143 | 0.9024 |
123
+ | No log | 1.8 | 144 | 0.7900 | 0.3793 | 0.7900 | 0.8888 |
124
+ | No log | 1.825 | 146 | 0.7533 | 0.4024 | 0.7533 | 0.8679 |
125
+ | No log | 1.85 | 148 | 0.7288 | 0.4444 | 0.7288 | 0.8537 |
126
+ | No log | 1.875 | 150 | 0.6675 | 0.4422 | 0.6675 | 0.8170 |
127
+ | No log | 1.9 | 152 | 0.6611 | 0.3007 | 0.6611 | 0.8131 |
128
+ | No log | 1.925 | 154 | 0.6776 | 0.3325 | 0.6776 | 0.8232 |
129
+ | No log | 1.95 | 156 | 0.6705 | 0.4923 | 0.6705 | 0.8189 |
130
+ | No log | 1.975 | 158 | 0.7657 | 0.4410 | 0.7657 | 0.8751 |
131
+ | No log | 2.0 | 160 | 0.8610 | 0.3527 | 0.8610 | 0.9279 |
132
+ | No log | 2.025 | 162 | 0.8342 | 0.4186 | 0.8342 | 0.9134 |
133
+ | No log | 2.05 | 164 | 0.6758 | 0.3784 | 0.6758 | 0.8221 |
134
+ | No log | 2.075 | 166 | 0.5748 | 0.4970 | 0.5748 | 0.7582 |
135
+ | No log | 2.1 | 168 | 0.5641 | 0.5161 | 0.5641 | 0.7510 |
136
+ | No log | 2.125 | 170 | 0.5694 | 0.4186 | 0.5694 | 0.7546 |
137
+ | No log | 2.15 | 172 | 0.5962 | 0.3779 | 0.5962 | 0.7721 |
138
+ | No log | 2.175 | 174 | 0.5775 | 0.4802 | 0.5775 | 0.7599 |
139
+ | No log | 2.2 | 176 | 0.5570 | 0.4849 | 0.5570 | 0.7463 |
140
+ | No log | 2.225 | 178 | 0.5753 | 0.4066 | 0.5753 | 0.7585 |
141
+ | No log | 2.25 | 180 | 0.5732 | 0.4066 | 0.5732 | 0.7571 |
142
+ | No log | 2.275 | 182 | 0.5936 | 0.4261 | 0.5936 | 0.7704 |
143
+ | No log | 2.3 | 184 | 0.6109 | 0.3364 | 0.6109 | 0.7816 |
144
+ | No log | 2.325 | 186 | 0.5602 | 0.4480 | 0.5602 | 0.7484 |
145
+ | No log | 2.35 | 188 | 0.5491 | 0.4595 | 0.5491 | 0.7410 |
146
+ | No log | 2.375 | 190 | 0.5446 | 0.5521 | 0.5446 | 0.7380 |
147
+ | No log | 2.4 | 192 | 0.5542 | 0.5079 | 0.5542 | 0.7445 |
148
+ | No log | 2.425 | 194 | 0.6547 | 0.3962 | 0.6547 | 0.8091 |
149
+ | No log | 2.45 | 196 | 0.8057 | 0.3522 | 0.8057 | 0.8976 |
150
+ | No log | 2.475 | 198 | 0.8548 | 0.3689 | 0.8548 | 0.9246 |
151
+ | No log | 2.5 | 200 | 0.8603 | 0.3195 | 0.8603 | 0.9275 |
152
+ | No log | 2.525 | 202 | 0.8728 | 0.3195 | 0.8728 | 0.9343 |
153
+ | No log | 2.55 | 204 | 0.8152 | 0.3398 | 0.8152 | 0.9029 |
154
+ | No log | 2.575 | 206 | 0.6684 | 0.3941 | 0.6684 | 0.8176 |
155
+ | No log | 2.6 | 208 | 0.6453 | 0.4499 | 0.6453 | 0.8033 |
156
+ | No log | 2.625 | 210 | 0.6591 | 0.3988 | 0.6591 | 0.8118 |
157
+ | No log | 2.65 | 212 | 0.7377 | 0.3787 | 0.7377 | 0.8589 |
158
+ | No log | 2.675 | 214 | 0.8186 | 0.4159 | 0.8186 | 0.9047 |
159
+ | No log | 2.7 | 216 | 0.8015 | 0.4159 | 0.8015 | 0.8953 |
160
+ | No log | 2.725 | 218 | 0.6872 | 0.4179 | 0.6872 | 0.8290 |
161
+ | No log | 2.75 | 220 | 0.6331 | 0.4391 | 0.6331 | 0.7957 |
162
+ | No log | 2.775 | 222 | 0.6305 | 0.5232 | 0.6305 | 0.7940 |
163
+ | No log | 2.8 | 224 | 0.6247 | 0.4825 | 0.6247 | 0.7904 |
164
+ | No log | 2.825 | 226 | 0.6334 | 0.4832 | 0.6334 | 0.7959 |
165
+ | No log | 2.85 | 228 | 0.6853 | 0.4160 | 0.6853 | 0.8278 |
166
+ | No log | 2.875 | 230 | 0.6697 | 0.5274 | 0.6697 | 0.8183 |
167
+ | No log | 2.9 | 232 | 0.6729 | 0.5195 | 0.6729 | 0.8203 |
168
+ | No log | 2.925 | 234 | 0.6655 | 0.4450 | 0.6655 | 0.8158 |
169
+ | No log | 2.95 | 236 | 0.6851 | 0.4562 | 0.6851 | 0.8277 |
170
+ | No log | 2.975 | 238 | 0.7714 | 0.4298 | 0.7714 | 0.8783 |
171
+ | No log | 3.0 | 240 | 0.7807 | 0.4298 | 0.7807 | 0.8836 |
172
+ | No log | 3.025 | 242 | 0.6833 | 0.4580 | 0.6833 | 0.8266 |
173
+ | No log | 3.05 | 244 | 0.6195 | 0.5125 | 0.6195 | 0.7871 |
174
+ | No log | 3.075 | 246 | 0.7132 | 0.4031 | 0.7132 | 0.8445 |
175
+ | No log | 3.1 | 248 | 0.7957 | 0.4045 | 0.7957 | 0.8920 |
176
+ | No log | 3.125 | 250 | 0.6935 | 0.4587 | 0.6935 | 0.8327 |
177
+ | No log | 3.15 | 252 | 0.6292 | 0.4555 | 0.6292 | 0.7932 |
178
+ | No log | 3.175 | 254 | 0.7336 | 0.4084 | 0.7336 | 0.8565 |
179
+ | No log | 3.2 | 256 | 0.7830 | 0.3951 | 0.7830 | 0.8849 |
180
+ | No log | 3.225 | 258 | 0.7323 | 0.4444 | 0.7323 | 0.8558 |
181
+ | No log | 3.25 | 260 | 0.6530 | 0.3201 | 0.6530 | 0.8081 |
182
+ | No log | 3.275 | 262 | 0.6689 | 0.3966 | 0.6689 | 0.8178 |
183
+ | No log | 3.3 | 264 | 0.8557 | 0.3183 | 0.8557 | 0.9250 |
184
+ | No log | 3.325 | 266 | 1.0543 | 0.3464 | 1.0543 | 1.0268 |
185
+ | No log | 3.35 | 268 | 0.9593 | 0.3607 | 0.9593 | 0.9795 |
186
+ | No log | 3.375 | 270 | 0.7947 | 0.4774 | 0.7947 | 0.8915 |
187
+ | No log | 3.4 | 272 | 0.7872 | 0.4014 | 0.7872 | 0.8873 |
188
+ | No log | 3.425 | 274 | 0.9598 | 0.3958 | 0.9598 | 0.9797 |
189
+ | No log | 3.45 | 276 | 0.9804 | 0.3614 | 0.9804 | 0.9901 |
190
+ | No log | 3.475 | 278 | 0.8687 | 0.3650 | 0.8687 | 0.9321 |
191
+ | No log | 3.5 | 280 | 0.7182 | 0.3433 | 0.7182 | 0.8475 |
192
+ | No log | 3.525 | 282 | 0.7246 | 0.2877 | 0.7246 | 0.8512 |
193
+ | No log | 3.55 | 284 | 0.7719 | 0.3770 | 0.7719 | 0.8786 |
194
+ | No log | 3.575 | 286 | 0.7541 | 0.3843 | 0.7541 | 0.8684 |
195
+ | No log | 3.6 | 288 | 0.6727 | 0.2407 | 0.6727 | 0.8202 |
196
+ | No log | 3.625 | 290 | 0.6528 | 0.3679 | 0.6528 | 0.8080 |
197
+ | No log | 3.65 | 292 | 0.6944 | 0.3988 | 0.6944 | 0.8333 |
198
+ | No log | 3.675 | 294 | 0.7037 | 0.4160 | 0.7037 | 0.8389 |
199
+ | No log | 3.7 | 296 | 0.6831 | 0.3967 | 0.6831 | 0.8265 |
200
+ | No log | 3.725 | 298 | 0.6641 | 0.3785 | 0.6641 | 0.8149 |
201
+ | No log | 3.75 | 300 | 0.6488 | 0.3581 | 0.6488 | 0.8055 |
202
+ | No log | 3.775 | 302 | 0.6742 | 0.4532 | 0.6742 | 0.8211 |
203
+ | No log | 3.8 | 304 | 0.6799 | 0.4321 | 0.6799 | 0.8246 |
204
+ | No log | 3.825 | 306 | 0.6411 | 0.4955 | 0.6411 | 0.8007 |
205
+ | No log | 3.85 | 308 | 0.6812 | 0.4091 | 0.6812 | 0.8253 |
206
+ | No log | 3.875 | 310 | 0.7475 | 0.4392 | 0.7475 | 0.8646 |
207
+ | No log | 3.9 | 312 | 0.7909 | 0.4618 | 0.7909 | 0.8893 |
208
+ | No log | 3.925 | 314 | 0.7423 | 0.4723 | 0.7423 | 0.8616 |
209
+ | No log | 3.95 | 316 | 0.6673 | 0.4492 | 0.6673 | 0.8169 |
210
+ | No log | 3.975 | 318 | 0.6314 | 0.4221 | 0.6314 | 0.7946 |
211
+ | No log | 4.0 | 320 | 0.6280 | 0.4051 | 0.6280 | 0.7925 |
212
+ | No log | 4.025 | 322 | 0.6309 | 0.4160 | 0.6309 | 0.7943 |
213
+ | No log | 4.05 | 324 | 0.6497 | 0.3331 | 0.6497 | 0.8060 |
214
+ | No log | 4.075 | 326 | 0.6667 | 0.3025 | 0.6667 | 0.8165 |
215
+ | No log | 4.1 | 328 | 0.6481 | 0.3906 | 0.6481 | 0.8051 |
216
+ | No log | 4.125 | 330 | 0.6282 | 0.4052 | 0.6282 | 0.7926 |
217
+ | No log | 4.15 | 332 | 0.6266 | 0.3474 | 0.6266 | 0.7916 |
218
+ | No log | 4.175 | 334 | 0.6271 | 0.3258 | 0.6271 | 0.7919 |
219
+ | No log | 4.2 | 336 | 0.6313 | 0.2916 | 0.6313 | 0.7945 |
220
+ | No log | 4.225 | 338 | 0.6405 | 0.3373 | 0.6405 | 0.8003 |
221
+ | No log | 4.25 | 340 | 0.6360 | 0.3958 | 0.6360 | 0.7975 |
222
+ | No log | 4.275 | 342 | 0.6373 | 0.4358 | 0.6373 | 0.7983 |
223
+ | No log | 4.3 | 344 | 0.6696 | 0.3864 | 0.6696 | 0.8183 |
224
+ | No log | 4.325 | 346 | 0.6763 | 0.3746 | 0.6763 | 0.8224 |
225
+ | No log | 4.35 | 348 | 0.6584 | 0.4211 | 0.6584 | 0.8114 |
226
+ | No log | 4.375 | 350 | 0.6647 | 0.4010 | 0.6647 | 0.8153 |
227
+ | No log | 4.4 | 352 | 0.6811 | 0.4717 | 0.6811 | 0.8253 |
228
+ | No log | 4.425 | 354 | 0.7365 | 0.3776 | 0.7365 | 0.8582 |
229
+ | No log | 4.45 | 356 | 0.7136 | 0.3914 | 0.7136 | 0.8447 |
230
+ | No log | 4.475 | 358 | 0.6448 | 0.4975 | 0.6448 | 0.8030 |
231
+ | No log | 4.5 | 360 | 0.6361 | 0.4848 | 0.6361 | 0.7975 |
232
+ | No log | 4.525 | 362 | 0.6429 | 0.5460 | 0.6429 | 0.8018 |
233
+ | No log | 4.55 | 364 | 0.7381 | 0.4036 | 0.7381 | 0.8591 |
234
+ | No log | 4.575 | 366 | 0.8241 | 0.3473 | 0.8241 | 0.9078 |
235
+ | No log | 4.6 | 368 | 0.7858 | 0.3562 | 0.7858 | 0.8865 |
236
+ | No log | 4.625 | 370 | 0.6691 | 0.5032 | 0.6691 | 0.8180 |
237
+ | No log | 4.65 | 372 | 0.6651 | 0.3355 | 0.6651 | 0.8155 |
238
+ | No log | 4.675 | 374 | 0.7097 | 0.3999 | 0.7097 | 0.8424 |
239
+ | No log | 4.7 | 376 | 0.6848 | 0.3999 | 0.6848 | 0.8275 |
240
+ | No log | 4.725 | 378 | 0.6448 | 0.3902 | 0.6448 | 0.8030 |
241
+ | No log | 4.75 | 380 | 0.6761 | 0.4301 | 0.6761 | 0.8223 |
242
+ | No log | 4.775 | 382 | 0.7505 | 0.3963 | 0.7505 | 0.8663 |
243
+ | No log | 4.8 | 384 | 0.7707 | 0.3256 | 0.7707 | 0.8779 |
244
+ | No log | 4.825 | 386 | 0.7055 | 0.3519 | 0.7055 | 0.8400 |
245
+ | No log | 4.85 | 388 | 0.6571 | 0.4292 | 0.6571 | 0.8106 |
246
+ | No log | 4.875 | 390 | 0.6208 | 0.4322 | 0.6208 | 0.7879 |
247
+ | No log | 4.9 | 392 | 0.6346 | 0.4066 | 0.6346 | 0.7966 |
248
+ | No log | 4.925 | 394 | 0.6977 | 0.4391 | 0.6977 | 0.8353 |
249
+ | No log | 4.95 | 396 | 0.6880 | 0.4391 | 0.6880 | 0.8295 |
250
+ | No log | 4.975 | 398 | 0.6325 | 0.4210 | 0.6325 | 0.7953 |
251
+ | No log | 5.0 | 400 | 0.6193 | 0.4444 | 0.6193 | 0.7870 |
252
+ | No log | 5.025 | 402 | 0.5914 | 0.5607 | 0.5914 | 0.7690 |
253
+ | No log | 5.05 | 404 | 0.5539 | 0.5234 | 0.5539 | 0.7443 |
254
+ | No log | 5.075 | 406 | 0.5311 | 0.5875 | 0.5311 | 0.7287 |
255
+ | No log | 5.1 | 408 | 0.5241 | 0.5390 | 0.5241 | 0.7239 |
256
+ | No log | 5.125 | 410 | 0.5500 | 0.5368 | 0.5500 | 0.7416 |
257
+ | No log | 5.15 | 412 | 0.5401 | 0.4737 | 0.5401 | 0.7349 |
258
+ | No log | 5.175 | 414 | 0.5062 | 0.5028 | 0.5062 | 0.7115 |
259
+ | No log | 5.2 | 416 | 0.4987 | 0.4885 | 0.4987 | 0.7062 |
260
+ | No log | 5.225 | 418 | 0.5062 | 0.5580 | 0.5062 | 0.7115 |
261
+ | No log | 5.25 | 420 | 0.5337 | 0.5919 | 0.5337 | 0.7306 |
262
+ | No log | 5.275 | 422 | 0.5767 | 0.5421 | 0.5767 | 0.7594 |
263
+ | No log | 5.3 | 424 | 0.5657 | 0.5780 | 0.5657 | 0.7521 |
264
+ | No log | 5.325 | 426 | 0.5607 | 0.5780 | 0.5607 | 0.7488 |
265
+ | No log | 5.35 | 428 | 0.5464 | 0.5701 | 0.5464 | 0.7392 |
266
+ | No log | 5.375 | 430 | 0.5582 | 0.5780 | 0.5582 | 0.7472 |
267
+ | No log | 5.4 | 432 | 0.5380 | 0.5780 | 0.5380 | 0.7335 |
268
+ | No log | 5.425 | 434 | 0.5308 | 0.5991 | 0.5308 | 0.7286 |
269
+ | No log | 5.45 | 436 | 0.5356 | 0.5596 | 0.5356 | 0.7318 |
270
+ | No log | 5.475 | 438 | 0.5405 | 0.5596 | 0.5405 | 0.7352 |
271
+ | No log | 5.5 | 440 | 0.5587 | 0.4480 | 0.5587 | 0.7474 |
272
+ | No log | 5.525 | 442 | 0.5972 | 0.4892 | 0.5972 | 0.7728 |
273
+ | No log | 5.55 | 444 | 0.6509 | 0.4794 | 0.6509 | 0.8068 |
274
+ | No log | 5.575 | 446 | 0.6714 | 0.4794 | 0.6714 | 0.8194 |
275
+ | No log | 5.6 | 448 | 0.5943 | 0.4463 | 0.5943 | 0.7709 |
276
+ | No log | 5.625 | 450 | 0.5352 | 0.4703 | 0.5352 | 0.7315 |
277
+ | No log | 5.65 | 452 | 0.5462 | 0.5437 | 0.5462 | 0.7390 |
278
+ | No log | 5.675 | 454 | 0.5534 | 0.5597 | 0.5534 | 0.7439 |
279
+ | No log | 5.7 | 456 | 0.5315 | 0.5693 | 0.5315 | 0.7290 |
280
+ | No log | 5.725 | 458 | 0.5476 | 0.3509 | 0.5476 | 0.7400 |
281
+ | No log | 5.75 | 460 | 0.5815 | 0.4507 | 0.5815 | 0.7626 |
282
+ | No log | 5.775 | 462 | 0.6405 | 0.4909 | 0.6405 | 0.8003 |
283
+ | No log | 5.8 | 464 | 0.6450 | 0.4909 | 0.6450 | 0.8031 |
284
+ | No log | 5.825 | 466 | 0.6035 | 0.5567 | 0.6035 | 0.7768 |
285
+ | No log | 5.85 | 468 | 0.5853 | 0.4367 | 0.5853 | 0.7650 |
286
+ | No log | 5.875 | 470 | 0.5867 | 0.4478 | 0.5867 | 0.7659 |
287
+ | No log | 5.9 | 472 | 0.5918 | 0.4253 | 0.5918 | 0.7693 |
288
+ | No log | 5.925 | 474 | 0.5942 | 0.4149 | 0.5942 | 0.7708 |
289
+ | No log | 5.95 | 476 | 0.5965 | 0.4149 | 0.5965 | 0.7723 |
290
+ | No log | 5.975 | 478 | 0.5984 | 0.4697 | 0.5984 | 0.7735 |
291
+ | No log | 6.0 | 480 | 0.5992 | 0.4782 | 0.5992 | 0.7741 |
292
+ | No log | 6.025 | 482 | 0.5869 | 0.4575 | 0.5869 | 0.7661 |
293
+ | No log | 6.05 | 484 | 0.5757 | 0.4497 | 0.5757 | 0.7587 |
294
+ | No log | 6.075 | 486 | 0.5971 | 0.5106 | 0.5971 | 0.7727 |
295
+ | No log | 6.1 | 488 | 0.6048 | 0.5106 | 0.6048 | 0.7777 |
296
+ | No log | 6.125 | 490 | 0.5772 | 0.4672 | 0.5772 | 0.7597 |
297
+ | No log | 6.15 | 492 | 0.5426 | 0.4012 | 0.5426 | 0.7366 |
298
+ | No log | 6.175 | 494 | 0.5360 | 0.3729 | 0.5360 | 0.7321 |
299
+ | No log | 6.2 | 496 | 0.5383 | 0.4012 | 0.5383 | 0.7337 |
300
+ | No log | 6.225 | 498 | 0.5340 | 0.3729 | 0.5340 | 0.7308 |
301
+ | 0.3419 | 6.25 | 500 | 0.5306 | 0.3780 | 0.5306 | 0.7284 |
302
+ | 0.3419 | 6.275 | 502 | 0.5298 | 0.3780 | 0.5298 | 0.7279 |
303
+ | 0.3419 | 6.3 | 504 | 0.5351 | 0.4012 | 0.5351 | 0.7315 |
304
+ | 0.3419 | 6.325 | 506 | 0.5588 | 0.4850 | 0.5588 | 0.7475 |
305
+ | 0.3419 | 6.35 | 508 | 0.5816 | 0.4463 | 0.5816 | 0.7627 |
306
+ | 0.3419 | 6.375 | 510 | 0.5882 | 0.5046 | 0.5882 | 0.7670 |
307
+ | 0.3419 | 6.4 | 512 | 0.5985 | 0.5046 | 0.5985 | 0.7736 |
308
+ | 0.3419 | 6.425 | 514 | 0.5712 | 0.4892 | 0.5712 | 0.7558 |
309
+ | 0.3419 | 6.45 | 516 | 0.5460 | 0.5014 | 0.5460 | 0.7389 |
310
+ | 0.3419 | 6.475 | 518 | 0.5438 | 0.5014 | 0.5438 | 0.7374 |
311
+ | 0.3419 | 6.5 | 520 | 0.5847 | 0.4987 | 0.5847 | 0.7647 |
312
+ | 0.3419 | 6.525 | 522 | 0.6330 | 0.5003 | 0.6330 | 0.7956 |
313
+ | 0.3419 | 6.55 | 524 | 0.6397 | 0.4635 | 0.6397 | 0.7998 |
314
+ | 0.3419 | 6.575 | 526 | 0.6263 | 0.5131 | 0.6263 | 0.7914 |
315
+ | 0.3419 | 6.6 | 528 | 0.6709 | 0.4768 | 0.6709 | 0.8191 |
316
+ | 0.3419 | 6.625 | 530 | 0.7197 | 0.4573 | 0.7197 | 0.8483 |
317
+ | 0.3419 | 6.65 | 532 | 0.7005 | 0.4573 | 0.7005 | 0.8370 |
318
+ | 0.3419 | 6.675 | 534 | 0.6039 | 0.4971 | 0.6039 | 0.7771 |
319
+ | 0.3419 | 6.7 | 536 | 0.5268 | 0.5607 | 0.5268 | 0.7258 |
320
+ | 0.3419 | 6.725 | 538 | 0.5097 | 0.5970 | 0.5097 | 0.7139 |
321
+ | 0.3419 | 6.75 | 540 | 0.5192 | 0.4942 | 0.5192 | 0.7205 |
322
+ | 0.3419 | 6.775 | 542 | 0.5499 | 0.4315 | 0.5499 | 0.7416 |
323
+ | 0.3419 | 6.8 | 544 | 0.5964 | 0.4562 | 0.5964 | 0.7723 |
324
+ | 0.3419 | 6.825 | 546 | 0.5965 | 0.4778 | 0.5965 | 0.7723 |
325
+ | 0.3419 | 6.85 | 548 | 0.5916 | 0.4778 | 0.5916 | 0.7691 |
326
+ | 0.3419 | 6.875 | 550 | 0.6129 | 0.4987 | 0.6129 | 0.7829 |
327
+ | 0.3419 | 6.9 | 552 | 0.6297 | 0.4930 | 0.6297 | 0.7935 |
328
+ | 0.3419 | 6.925 | 554 | 0.6278 | 0.4987 | 0.6278 | 0.7923 |
329
+ | 0.3419 | 6.95 | 556 | 0.6300 | 0.4987 | 0.6300 | 0.7937 |
330
+ | 0.3419 | 6.975 | 558 | 0.6524 | 0.4811 | 0.6524 | 0.8077 |
331
+ | 0.3419 | 7.0 | 560 | 0.6070 | 0.4778 | 0.6070 | 0.7791 |
332
+ | 0.3419 | 7.025 | 562 | 0.5641 | 0.4952 | 0.5641 | 0.7510 |
333
+ | 0.3419 | 7.05 | 564 | 0.5445 | 0.4614 | 0.5445 | 0.7379 |
334
+ | 0.3419 | 7.075 | 566 | 0.5439 | 0.5078 | 0.5439 | 0.7375 |
335
+ | 0.3419 | 7.1 | 568 | 0.5782 | 0.5106 | 0.5782 | 0.7604 |
336
+ | 0.3419 | 7.125 | 570 | 0.6173 | 0.4377 | 0.6173 | 0.7857 |
337
+ | 0.3419 | 7.15 | 572 | 0.6193 | 0.4377 | 0.6193 | 0.7869 |
338
+ | 0.3419 | 7.175 | 574 | 0.5926 | 0.4429 | 0.5926 | 0.7698 |
339
+ | 0.3419 | 7.2 | 576 | 0.6034 | 0.4429 | 0.6034 | 0.7768 |
340
+ | 0.3419 | 7.225 | 578 | 0.5945 | 0.4429 | 0.5945 | 0.7710 |
341
+ | 0.3419 | 7.25 | 580 | 0.5425 | 0.4913 | 0.5425 | 0.7366 |
342
+ | 0.3419 | 7.275 | 582 | 0.5125 | 0.5915 | 0.5125 | 0.7159 |
343
+ | 0.3419 | 7.3 | 584 | 0.5068 | 0.5915 | 0.5068 | 0.7119 |
344
+ | 0.3419 | 7.325 | 586 | 0.5251 | 0.6047 | 0.5251 | 0.7247 |
345
+ | 0.3419 | 7.35 | 588 | 0.6303 | 0.4778 | 0.6303 | 0.7939 |
346
+ | 0.3419 | 7.375 | 590 | 0.7260 | 0.5073 | 0.7260 | 0.8520 |
347
+ | 0.3419 | 7.4 | 592 | 0.7150 | 0.5073 | 0.7150 | 0.8456 |
348
+ | 0.3419 | 7.425 | 594 | 0.6086 | 0.4778 | 0.6086 | 0.7801 |
349
+ | 0.3419 | 7.45 | 596 | 0.5245 | 0.6259 | 0.5245 | 0.7242 |
350
+ | 0.3419 | 7.475 | 598 | 0.5219 | 0.6156 | 0.5219 | 0.7224 |
351
+ | 0.3419 | 7.5 | 600 | 0.5287 | 0.6235 | 0.5287 | 0.7271 |
352
+ | 0.3419 | 7.525 | 602 | 0.5332 | 0.6034 | 0.5332 | 0.7302 |
353
+ | 0.3419 | 7.55 | 604 | 0.5604 | 0.4952 | 0.5604 | 0.7486 |
354
+ | 0.3419 | 7.575 | 606 | 0.5948 | 0.4778 | 0.5948 | 0.7712 |
355
+ | 0.3419 | 7.6 | 608 | 0.6131 | 0.4778 | 0.6131 | 0.7830 |
356
+ | 0.3419 | 7.625 | 610 | 0.6022 | 0.5106 | 0.6022 | 0.7760 |
357
+ | 0.3419 | 7.65 | 612 | 0.5637 | 0.4849 | 0.5637 | 0.7508 |
358
+ | 0.3419 | 7.675 | 614 | 0.5421 | 0.5619 | 0.5421 | 0.7363 |
359
+ | 0.3419 | 7.7 | 616 | 0.5337 | 0.5692 | 0.5337 | 0.7305 |
360
+ | 0.3419 | 7.725 | 618 | 0.5374 | 0.5009 | 0.5374 | 0.7331 |
361
+ | 0.3419 | 7.75 | 620 | 0.5576 | 0.4614 | 0.5576 | 0.7467 |
362
+ | 0.3419 | 7.775 | 622 | 0.5682 | 0.4850 | 0.5682 | 0.7538 |
363
+ | 0.3419 | 7.8 | 624 | 0.5435 | 0.4737 | 0.5435 | 0.7372 |
364
+ | 0.3419 | 7.825 | 626 | 0.5264 | 0.5302 | 0.5264 | 0.7256 |
365
+ | 0.3419 | 7.85 | 628 | 0.5224 | 0.5722 | 0.5224 | 0.7227 |
366
+ | 0.3419 | 7.875 | 630 | 0.5360 | 0.5868 | 0.5360 | 0.7322 |
367
+ | 0.3419 | 7.9 | 632 | 0.5542 | 0.6156 | 0.5542 | 0.7445 |
368
+ | 0.3419 | 7.925 | 634 | 0.5409 | 0.5663 | 0.5409 | 0.7355 |
369
+ | 0.3419 | 7.95 | 636 | 0.5379 | 0.5854 | 0.5379 | 0.7334 |
370
+ | 0.3419 | 7.975 | 638 | 0.5420 | 0.5854 | 0.5420 | 0.7362 |
371
+ | 0.3419 | 8.0 | 640 | 0.5363 | 0.6313 | 0.5363 | 0.7323 |
372
+ | 0.3419 | 8.025 | 642 | 0.5467 | 0.6223 | 0.5467 | 0.7394 |
373
+ | 0.3419 | 8.05 | 644 | 0.5901 | 0.5013 | 0.5901 | 0.7682 |
374
+ | 0.3419 | 8.075 | 646 | 0.6250 | 0.5116 | 0.6250 | 0.7906 |
375
+ | 0.3419 | 8.1 | 648 | 0.6153 | 0.5175 | 0.6153 | 0.7844 |
376
+ | 0.3419 | 8.125 | 650 | 0.6290 | 0.5058 | 0.6290 | 0.7931 |
377
+ | 0.3419 | 8.15 | 652 | 0.6471 | 0.4874 | 0.6471 | 0.8044 |
378
+ | 0.3419 | 8.175 | 654 | 0.6122 | 0.4971 | 0.6122 | 0.7824 |
379
+ | 0.3419 | 8.2 | 656 | 0.6104 | 0.4971 | 0.6104 | 0.7813 |
380
+ | 0.3419 | 8.225 | 658 | 0.5788 | 0.5152 | 0.5788 | 0.7608 |
381
+ | 0.3419 | 8.25 | 660 | 0.5479 | 0.5483 | 0.5479 | 0.7402 |
382
+ | 0.3419 | 8.275 | 662 | 0.5613 | 0.5498 | 0.5613 | 0.7492 |
383
+ | 0.3419 | 8.3 | 664 | 0.6126 | 0.4527 | 0.6126 | 0.7827 |
384
+ | 0.3419 | 8.325 | 666 | 0.6961 | 0.4562 | 0.6961 | 0.8343 |
385
+ | 0.3419 | 8.35 | 668 | 0.7396 | 0.4364 | 0.7396 | 0.8600 |
386
+ | 0.3419 | 8.375 | 670 | 0.6964 | 0.4364 | 0.6964 | 0.8345 |
387
+ | 0.3419 | 8.4 | 672 | 0.5984 | 0.4580 | 0.5984 | 0.7735 |
388
+ | 0.3419 | 8.425 | 674 | 0.5341 | 0.5352 | 0.5341 | 0.7308 |
389
+ | 0.3419 | 8.45 | 676 | 0.5273 | 0.4655 | 0.5273 | 0.7261 |
390
+ | 0.3419 | 8.475 | 678 | 0.5421 | 0.5352 | 0.5421 | 0.7363 |
391
+ | 0.3419 | 8.5 | 680 | 0.5461 | 0.5569 | 0.5461 | 0.7390 |
392
+ | 0.3419 | 8.525 | 682 | 0.5366 | 0.5569 | 0.5366 | 0.7325 |
393
+ | 0.3419 | 8.55 | 684 | 0.5440 | 0.5569 | 0.5440 | 0.7376 |
394
+ | 0.3419 | 8.575 | 686 | 0.5462 | 0.5569 | 0.5462 | 0.7391 |
395
+ | 0.3419 | 8.6 | 688 | 0.5525 | 0.5569 | 0.5525 | 0.7433 |
396
+ | 0.3419 | 8.625 | 690 | 0.5842 | 0.5168 | 0.5842 | 0.7643 |
397
+ | 0.3419 | 8.65 | 692 | 0.5863 | 0.5168 | 0.5863 | 0.7657 |
398
+ | 0.3419 | 8.675 | 694 | 0.5699 | 0.5363 | 0.5699 | 0.7549 |
399
+ | 0.3419 | 8.7 | 696 | 0.5429 | 0.5498 | 0.5429 | 0.7368 |
400
+ | 0.3419 | 8.725 | 698 | 0.5242 | 0.5554 | 0.5242 | 0.7240 |
401
+ | 0.3419 | 8.75 | 700 | 0.5074 | 0.4762 | 0.5074 | 0.7123 |
402
+ | 0.3419 | 8.775 | 702 | 0.5134 | 0.4505 | 0.5134 | 0.7165 |
403
+ | 0.3419 | 8.8 | 704 | 0.5141 | 0.4240 | 0.5141 | 0.7170 |
404
+ | 0.3419 | 8.825 | 706 | 0.5169 | 0.4762 | 0.5169 | 0.7190 |
405
+ | 0.3419 | 8.85 | 708 | 0.5252 | 0.4942 | 0.5252 | 0.7247 |
406
+ | 0.3419 | 8.875 | 710 | 0.5268 | 0.4942 | 0.5268 | 0.7258 |
407
+ | 0.3419 | 8.9 | 712 | 0.5229 | 0.4044 | 0.5229 | 0.7231 |
408
+ | 0.3419 | 8.925 | 714 | 0.5345 | 0.4717 | 0.5345 | 0.7311 |
409
+ | 0.3419 | 8.95 | 716 | 0.5672 | 0.4028 | 0.5672 | 0.7531 |
410
+ | 0.3419 | 8.975 | 718 | 0.5961 | 0.3477 | 0.5961 | 0.7721 |
411
+ | 0.3419 | 9.0 | 720 | 0.5677 | 0.4293 | 0.5677 | 0.7535 |
412
+ | 0.3419 | 9.025 | 722 | 0.5278 | 0.4717 | 0.5278 | 0.7265 |
413
+ | 0.3419 | 9.05 | 724 | 0.5207 | 0.4717 | 0.5207 | 0.7216 |
414
+ | 0.3419 | 9.075 | 726 | 0.5365 | 0.5195 | 0.5365 | 0.7325 |
415
+ | 0.3419 | 9.1 | 728 | 0.5715 | 0.5112 | 0.5715 | 0.7560 |
416
+ | 0.3419 | 9.125 | 730 | 0.5993 | 0.4671 | 0.5993 | 0.7741 |
417
+ | 0.3419 | 9.15 | 732 | 0.6157 | 0.3661 | 0.6157 | 0.7847 |
418
+ | 0.3419 | 9.175 | 734 | 0.5724 | 0.4174 | 0.5724 | 0.7566 |
419
+ | 0.3419 | 9.2 | 736 | 0.5160 | 0.4492 | 0.5160 | 0.7183 |
420
+ | 0.3419 | 9.225 | 738 | 0.5003 | 0.4402 | 0.5003 | 0.7073 |
421
+ | 0.3419 | 9.25 | 740 | 0.5084 | 0.5152 | 0.5084 | 0.7130 |
422
+ | 0.3419 | 9.275 | 742 | 0.5646 | 0.5706 | 0.5646 | 0.7514 |
423
+ | 0.3419 | 9.3 | 744 | 0.6579 | 0.5190 | 0.6579 | 0.8111 |
424
+ | 0.3419 | 9.325 | 746 | 0.6865 | 0.5387 | 0.6865 | 0.8286 |
425
+ | 0.3419 | 9.35 | 748 | 0.6261 | 0.5251 | 0.6261 | 0.7913 |
426
+ | 0.3419 | 9.375 | 750 | 0.5631 | 0.5895 | 0.5631 | 0.7504 |
427
+ | 0.3419 | 9.4 | 752 | 0.5182 | 0.5538 | 0.5182 | 0.7199 |
428
+ | 0.3419 | 9.425 | 754 | 0.5030 | 0.5390 | 0.5030 | 0.7093 |
429
+ | 0.3419 | 9.45 | 756 | 0.5051 | 0.5178 | 0.5051 | 0.7107 |
430
+ | 0.3419 | 9.475 | 758 | 0.5441 | 0.5498 | 0.5441 | 0.7376 |
431
+ | 0.3419 | 9.5 | 760 | 0.6289 | 0.5048 | 0.6289 | 0.7930 |
432
+ | 0.3419 | 9.525 | 762 | 0.6997 | 0.3579 | 0.6997 | 0.8365 |
433
+ | 0.3419 | 9.55 | 764 | 0.7584 | 0.3461 | 0.7584 | 0.8708 |
434
+ | 0.3419 | 9.575 | 766 | 0.7718 | 0.3461 | 0.7718 | 0.8785 |
435
+ | 0.3419 | 9.6 | 768 | 0.6794 | 0.4327 | 0.6794 | 0.8243 |
436
+ | 0.3419 | 9.625 | 770 | 0.5988 | 0.5298 | 0.5988 | 0.7738 |
437
+ | 0.3419 | 9.65 | 772 | 0.6046 | 0.5298 | 0.6046 | 0.7776 |
438
+ | 0.3419 | 9.675 | 774 | 0.6826 | 0.4930 | 0.6826 | 0.8262 |
439
+ | 0.3419 | 9.7 | 776 | 0.7540 | 0.4635 | 0.7540 | 0.8683 |
440
+ | 0.3419 | 9.725 | 778 | 0.7713 | 0.4836 | 0.7713 | 0.8782 |
441
+ | 0.3419 | 9.75 | 780 | 0.7305 | 0.4821 | 0.7305 | 0.8547 |
442
+ | 0.3419 | 9.775 | 782 | 0.6266 | 0.5298 | 0.6266 | 0.7916 |
443
+ | 0.3419 | 9.8 | 784 | 0.5479 | 0.5483 | 0.5479 | 0.7402 |
444
+ | 0.3419 | 9.825 | 786 | 0.5416 | 0.5217 | 0.5416 | 0.7359 |
445
+ | 0.3419 | 9.85 | 788 | 0.5372 | 0.4232 | 0.5372 | 0.7329 |
446
+ | 0.3419 | 9.875 | 790 | 0.5341 | 0.5554 | 0.5341 | 0.7308 |
447
+ | 0.3419 | 9.9 | 792 | 0.5381 | 0.5554 | 0.5381 | 0.7335 |
448
+ | 0.3419 | 9.925 | 794 | 0.5575 | 0.5483 | 0.5575 | 0.7466 |
449
+ | 0.3419 | 9.95 | 796 | 0.5715 | 0.5090 | 0.5715 | 0.7560 |
450
+ | 0.3419 | 9.975 | 798 | 0.5647 | 0.4935 | 0.5647 | 0.7515 |
451
+ | 0.3419 | 10.0 | 800 | 0.5501 | 0.5554 | 0.5501 | 0.7417 |
452
+ | 0.3419 | 10.025 | 802 | 0.5392 | 0.5406 | 0.5392 | 0.7343 |
453
+ | 0.3419 | 10.05 | 804 | 0.5425 | 0.4960 | 0.5425 | 0.7366 |
454
+ | 0.3419 | 10.075 | 806 | 0.5519 | 0.4895 | 0.5519 | 0.7429 |
455
+ | 0.3419 | 10.1 | 808 | 0.5701 | 0.4913 | 0.5701 | 0.7551 |
456
+ | 0.3419 | 10.125 | 810 | 0.6033 | 0.4747 | 0.6033 | 0.7767 |
457
+ | 0.3419 | 10.15 | 812 | 0.6239 | 0.4969 | 0.6239 | 0.7899 |
458
+ | 0.3419 | 10.175 | 814 | 0.5970 | 0.4969 | 0.5970 | 0.7727 |
459
+ | 0.3419 | 10.2 | 816 | 0.5501 | 0.5335 | 0.5501 | 0.7417 |
460
+ | 0.3419 | 10.225 | 818 | 0.5430 | 0.4738 | 0.5430 | 0.7369 |
461
+ | 0.3419 | 10.25 | 820 | 0.5593 | 0.5123 | 0.5593 | 0.7479 |
462
+ | 0.3419 | 10.275 | 822 | 0.5503 | 0.4726 | 0.5503 | 0.7418 |
463
+ | 0.3419 | 10.3 | 824 | 0.5337 | 0.4878 | 0.5337 | 0.7306 |
464
+ | 0.3419 | 10.325 | 826 | 0.5420 | 0.4717 | 0.5420 | 0.7362 |
465
+ | 0.3419 | 10.35 | 828 | 0.5668 | 0.5283 | 0.5668 | 0.7528 |
466
+ | 0.3419 | 10.375 | 830 | 0.5763 | 0.5299 | 0.5763 | 0.7591 |
467
+ | 0.3419 | 10.4 | 832 | 0.5659 | 0.4832 | 0.5659 | 0.7523 |
468
+ | 0.3419 | 10.425 | 834 | 0.5662 | 0.4832 | 0.5662 | 0.7525 |
469
+ | 0.3419 | 10.45 | 836 | 0.5715 | 0.5044 | 0.5715 | 0.7560 |
470
+ | 0.3419 | 10.475 | 838 | 0.5773 | 0.4832 | 0.5773 | 0.7598 |
471
+ | 0.3419 | 10.5 | 840 | 0.5694 | 0.5110 | 0.5694 | 0.7546 |
472
+ | 0.3419 | 10.525 | 842 | 0.5681 | 0.5178 | 0.5681 | 0.7537 |
473
+ | 0.3419 | 10.55 | 844 | 0.5656 | 0.4829 | 0.5656 | 0.7520 |
474
+ | 0.3419 | 10.575 | 846 | 0.5765 | 0.5302 | 0.5765 | 0.7592 |
475
+ | 0.3419 | 10.6 | 848 | 0.5910 | 0.4895 | 0.5910 | 0.7688 |
476
+ | 0.3419 | 10.625 | 850 | 0.6166 | 0.4789 | 0.6166 | 0.7852 |
477
+ | 0.3419 | 10.65 | 852 | 0.6800 | 0.3892 | 0.6800 | 0.8246 |
478
+ | 0.3419 | 10.675 | 854 | 0.7477 | 0.3477 | 0.7477 | 0.8647 |
479
+ | 0.3419 | 10.7 | 856 | 0.7269 | 0.3516 | 0.7269 | 0.8526 |
480
+ | 0.3419 | 10.725 | 858 | 0.6289 | 0.3829 | 0.6289 | 0.7930 |
481
+ | 0.3419 | 10.75 | 860 | 0.5782 | 0.4611 | 0.5782 | 0.7604 |
482
+ | 0.3419 | 10.775 | 862 | 0.5707 | 0.4345 | 0.5707 | 0.7555 |
483
+ | 0.3419 | 10.8 | 864 | 0.5707 | 0.5117 | 0.5707 | 0.7554 |
484
+ | 0.3419 | 10.825 | 866 | 0.5872 | 0.5046 | 0.5872 | 0.7663 |
485
+ | 0.3419 | 10.85 | 868 | 0.6060 | 0.4979 | 0.6060 | 0.7785 |
486
+ | 0.3419 | 10.875 | 870 | 0.6123 | 0.4729 | 0.6123 | 0.7825 |
487
+ | 0.3419 | 10.9 | 872 | 0.5882 | 0.5144 | 0.5882 | 0.7670 |
488
+ | 0.3419 | 10.925 | 874 | 0.5706 | 0.5352 | 0.5706 | 0.7554 |
489
+ | 0.3419 | 10.95 | 876 | 0.5691 | 0.5283 | 0.5691 | 0.7544 |
490
+ | 0.3419 | 10.975 | 878 | 0.5704 | 0.5283 | 0.5704 | 0.7553 |
491
+ | 0.3419 | 11.0 | 880 | 0.5753 | 0.5152 | 0.5753 | 0.7585 |
492
+ | 0.3419 | 11.025 | 882 | 0.5706 | 0.5498 | 0.5706 | 0.7554 |
493
+ | 0.3419 | 11.05 | 884 | 0.5775 | 0.5498 | 0.5775 | 0.7600 |
494
+ | 0.3419 | 11.075 | 886 | 0.5568 | 0.5479 | 0.5568 | 0.7462 |
495
+ | 0.3419 | 11.1 | 888 | 0.5440 | 0.5555 | 0.5440 | 0.7376 |
496
+ | 0.3419 | 11.125 | 890 | 0.5377 | 0.4923 | 0.5377 | 0.7333 |
497
+ | 0.3419 | 11.15 | 892 | 0.5407 | 0.4657 | 0.5407 | 0.7353 |
498
+ | 0.3419 | 11.175 | 894 | 0.5519 | 0.4678 | 0.5519 | 0.7429 |
499
+ | 0.3419 | 11.2 | 896 | 0.5591 | 0.4678 | 0.5591 | 0.7477 |
500
+ | 0.3419 | 11.225 | 898 | 0.5721 | 0.5250 | 0.5721 | 0.7563 |
501
+ | 0.3419 | 11.25 | 900 | 0.5807 | 0.5765 | 0.5807 | 0.7620 |
502
+ | 0.3419 | 11.275 | 902 | 0.5808 | 0.5348 | 0.5808 | 0.7621 |
503
+ | 0.3419 | 11.3 | 904 | 0.5971 | 0.5152 | 0.5971 | 0.7727 |
504
+ | 0.3419 | 11.325 | 906 | 0.6090 | 0.4952 | 0.6090 | 0.7804 |
505
+ | 0.3419 | 11.35 | 908 | 0.6380 | 0.5168 | 0.6380 | 0.7987 |
506
+ | 0.3419 | 11.375 | 910 | 0.6353 | 0.4834 | 0.6353 | 0.7971 |
507
+ | 0.3419 | 11.4 | 912 | 0.5944 | 0.5152 | 0.5944 | 0.7710 |
508
+ | 0.3419 | 11.425 | 914 | 0.5770 | 0.5152 | 0.5770 | 0.7596 |
509
+ | 0.3419 | 11.45 | 916 | 0.5667 | 0.5692 | 0.5667 | 0.7528 |
510
+ | 0.3419 | 11.475 | 918 | 0.5682 | 0.5642 | 0.5682 | 0.7538 |
511
+ | 0.3419 | 11.5 | 920 | 0.5828 | 0.5152 | 0.5828 | 0.7634 |
512
+ | 0.3419 | 11.525 | 922 | 0.5924 | 0.4952 | 0.5924 | 0.7697 |
513
+ | 0.3419 | 11.55 | 924 | 0.5984 | 0.5299 | 0.5984 | 0.7735 |
514
+ | 0.3419 | 11.575 | 926 | 0.5904 | 0.5299 | 0.5904 | 0.7684 |
515
+ | 0.3419 | 11.6 | 928 | 0.5631 | 0.5438 | 0.5631 | 0.7504 |
516
+ | 0.3419 | 11.625 | 930 | 0.5378 | 0.5098 | 0.5378 | 0.7334 |
517
+ | 0.3419 | 11.65 | 932 | 0.5269 | 0.4634 | 0.5269 | 0.7259 |
518
+ | 0.3419 | 11.675 | 934 | 0.5266 | 0.4878 | 0.5266 | 0.7256 |
519
+ | 0.3419 | 11.7 | 936 | 0.5292 | 0.5098 | 0.5292 | 0.7275 |
520
+ | 0.3419 | 11.725 | 938 | 0.5585 | 0.5498 | 0.5585 | 0.7473 |
521
+ | 0.3419 | 11.75 | 940 | 0.5980 | 0.5168 | 0.5980 | 0.7733 |
522
+ | 0.3419 | 11.775 | 942 | 0.5890 | 0.5299 | 0.5890 | 0.7675 |
523
+ | 0.3419 | 11.8 | 944 | 0.5813 | 0.5212 | 0.5813 | 0.7625 |
524
+ | 0.3419 | 11.825 | 946 | 0.5629 | 0.4345 | 0.5629 | 0.7503 |
525
+ | 0.3419 | 11.85 | 948 | 0.5438 | 0.4515 | 0.5438 | 0.7374 |
526
+ | 0.3419 | 11.875 | 950 | 0.5476 | 0.4585 | 0.5476 | 0.7400 |
527
+ | 0.3419 | 11.9 | 952 | 0.5462 | 0.4515 | 0.5462 | 0.7390 |
528
+ | 0.3419 | 11.925 | 954 | 0.5445 | 0.4186 | 0.5445 | 0.7379 |
529
+ | 0.3419 | 11.95 | 956 | 0.5443 | 0.4186 | 0.5443 | 0.7378 |
530
+ | 0.3419 | 11.975 | 958 | 0.5470 | 0.4186 | 0.5470 | 0.7396 |
531
+ | 0.3419 | 12.0 | 960 | 0.5430 | 0.4126 | 0.5430 | 0.7369 |
532
+ | 0.3419 | 12.025 | 962 | 0.5338 | 0.4448 | 0.5338 | 0.7306 |
533
+ | 0.3419 | 12.05 | 964 | 0.5350 | 0.4314 | 0.5350 | 0.7314 |
534
+ | 0.3419 | 12.075 | 966 | 0.5392 | 0.4569 | 0.5392 | 0.7343 |
535
+ | 0.3419 | 12.1 | 968 | 0.5353 | 0.4878 | 0.5353 | 0.7316 |
536
+ | 0.3419 | 12.125 | 970 | 0.5395 | 0.4505 | 0.5395 | 0.7345 |
537
+ | 0.3419 | 12.15 | 972 | 0.5460 | 0.4486 | 0.5460 | 0.7389 |
538
+ | 0.3419 | 12.175 | 974 | 0.5641 | 0.5144 | 0.5641 | 0.7511 |
539
+ | 0.3419 | 12.2 | 976 | 0.5823 | 0.4952 | 0.5823 | 0.7631 |
540
+ | 0.3419 | 12.225 | 978 | 0.5681 | 0.4486 | 0.5681 | 0.7537 |
541
+ | 0.3419 | 12.25 | 980 | 0.5504 | 0.3780 | 0.5504 | 0.7419 |
542
+ | 0.3419 | 12.275 | 982 | 0.5470 | 0.4161 | 0.5470 | 0.7396 |
543
+ | 0.3419 | 12.3 | 984 | 0.5458 | 0.3863 | 0.5458 | 0.7388 |
544
+ | 0.3419 | 12.325 | 986 | 0.5414 | 0.3863 | 0.5414 | 0.7358 |
545
+ | 0.3419 | 12.35 | 988 | 0.5384 | 0.4161 | 0.5384 | 0.7337 |
546
+ | 0.3419 | 12.375 | 990 | 0.5417 | 0.3780 | 0.5417 | 0.7360 |
547
+ | 0.3419 | 12.4 | 992 | 0.5621 | 0.4370 | 0.5621 | 0.7497 |
548
+ | 0.3419 | 12.425 | 994 | 0.6027 | 0.4969 | 0.6027 | 0.7763 |
549
+ | 0.3419 | 12.45 | 996 | 0.6225 | 0.5200 | 0.6225 | 0.7890 |
550
+ | 0.3419 | 12.475 | 998 | 0.6073 | 0.4969 | 0.6073 | 0.7793 |
551
+ | 0.0779 | 12.5 | 1000 | 0.5490 | 0.4913 | 0.5490 | 0.7409 |
552
+ | 0.0779 | 12.525 | 1002 | 0.5224 | 0.4044 | 0.5224 | 0.7228 |
553
+ | 0.0779 | 12.55 | 1004 | 0.5229 | 0.3939 | 0.5229 | 0.7231 |
554
+ | 0.0779 | 12.575 | 1006 | 0.5273 | 0.4253 | 0.5273 | 0.7261 |
555
+ | 0.0779 | 12.6 | 1008 | 0.5224 | 0.4194 | 0.5224 | 0.7228 |
556
+ | 0.0779 | 12.625 | 1010 | 0.5199 | 0.4839 | 0.5199 | 0.7210 |
557
 
558
 
559
  ### Framework versions