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ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k11_task2_organization

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bert
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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: ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k10_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k10_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.6404
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- - Qwk: 0.5029
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- - Mse: 0.6404
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- - Rmse: 0.8003
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  ## Model description
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@@ -49,511 +49,558 @@ 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 | 0.0377 | 2 | 4.2473 | -0.0228 | 4.2473 | 2.0609 |
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- | No log | 0.0755 | 4 | 2.3310 | 0.0238 | 2.3310 | 1.5268 |
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- | No log | 0.1132 | 6 | 1.3560 | 0.0205 | 1.3560 | 1.1645 |
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- | No log | 0.1509 | 8 | 0.9130 | 0.0383 | 0.9130 | 0.9555 |
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- | No log | 0.1887 | 10 | 0.8565 | 0.1596 | 0.8565 | 0.9255 |
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- | No log | 0.2264 | 12 | 1.0357 | 0.0713 | 1.0357 | 1.0177 |
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- | No log | 0.2642 | 14 | 1.0549 | 0.1234 | 1.0549 | 1.0271 |
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- | No log | 0.3019 | 16 | 0.8566 | 0.1477 | 0.8566 | 0.9255 |
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- | No log | 0.3396 | 18 | 1.1207 | 0.1474 | 1.1207 | 1.0587 |
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- | No log | 0.3774 | 20 | 1.6261 | 0.0643 | 1.6261 | 1.2752 |
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- | No log | 0.4151 | 22 | 1.5250 | 0.0550 | 1.5250 | 1.2349 |
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- | No log | 0.4528 | 24 | 1.2243 | 0.0677 | 1.2243 | 1.1065 |
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- | No log | 0.4906 | 26 | 0.9723 | 0.1509 | 0.9723 | 0.9860 |
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- | No log | 0.5283 | 28 | 0.9085 | 0.1681 | 0.9085 | 0.9532 |
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- | No log | 0.5660 | 30 | 0.8029 | 0.2499 | 0.8029 | 0.8961 |
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- | No log | 0.6038 | 32 | 0.8286 | 0.1573 | 0.8286 | 0.9103 |
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- | No log | 0.6415 | 34 | 0.8689 | 0.1731 | 0.8689 | 0.9322 |
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- | No log | 0.6792 | 36 | 1.1002 | 0.0847 | 1.1002 | 1.0489 |
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- | No log | 0.7170 | 38 | 1.4252 | 0.0868 | 1.4252 | 1.1938 |
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- | No log | 0.7547 | 40 | 1.8930 | 0.1372 | 1.8930 | 1.3759 |
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- | No log | 0.7925 | 42 | 1.7148 | 0.1316 | 1.7148 | 1.3095 |
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- | No log | 0.8302 | 44 | 1.2532 | 0.2452 | 1.2532 | 1.1195 |
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- | No log | 0.8679 | 46 | 0.9984 | 0.2395 | 0.9984 | 0.9992 |
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- | No log | 0.9057 | 48 | 1.0085 | 0.2069 | 1.0085 | 1.0042 |
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- | No log | 0.9434 | 50 | 0.8329 | 0.3641 | 0.8329 | 0.9126 |
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- | No log | 0.9811 | 52 | 0.6157 | 0.3959 | 0.6157 | 0.7846 |
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- | No log | 1.0189 | 54 | 0.6081 | 0.4061 | 0.6081 | 0.7798 |
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- | No log | 1.0566 | 56 | 0.6818 | 0.3701 | 0.6818 | 0.8257 |
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- | No log | 1.0943 | 58 | 0.9277 | 0.2847 | 0.9277 | 0.9632 |
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- | No log | 1.1321 | 60 | 1.0415 | 0.3412 | 1.0415 | 1.0205 |
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- | No log | 1.1698 | 62 | 0.9216 | 0.3506 | 0.9216 | 0.9600 |
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- | No log | 1.2075 | 64 | 0.6502 | 0.4398 | 0.6502 | 0.8063 |
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- | No log | 1.2453 | 66 | 0.7747 | 0.2631 | 0.7747 | 0.8802 |
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- | No log | 1.2830 | 68 | 0.9121 | 0.1402 | 0.9121 | 0.9550 |
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- | No log | 1.3208 | 70 | 0.7329 | 0.2601 | 0.7329 | 0.8561 |
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- | No log | 1.3585 | 72 | 0.6610 | 0.5366 | 0.6610 | 0.8130 |
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- | No log | 1.3962 | 74 | 0.9865 | 0.4573 | 0.9865 | 0.9932 |
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- | No log | 1.4340 | 76 | 1.1531 | 0.3424 | 1.1531 | 1.0738 |
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- | No log | 1.4717 | 78 | 0.9473 | 0.4736 | 0.9473 | 0.9733 |
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- | No log | 1.5094 | 80 | 0.9756 | 0.4506 | 0.9756 | 0.9877 |
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- | No log | 1.5472 | 82 | 0.9997 | 0.4460 | 0.9997 | 0.9999 |
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- | No log | 1.5849 | 84 | 1.2514 | 0.2979 | 1.2514 | 1.1187 |
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- | No log | 1.6226 | 86 | 1.2607 | 0.3124 | 1.2607 | 1.1228 |
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- | No log | 1.6604 | 88 | 1.3783 | 0.2598 | 1.3783 | 1.1740 |
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- | No log | 1.6981 | 90 | 1.3063 | 0.2830 | 1.3063 | 1.1429 |
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- | No log | 1.7358 | 92 | 0.9235 | 0.4575 | 0.9235 | 0.9610 |
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- | No log | 1.7736 | 94 | 0.5829 | 0.4552 | 0.5829 | 0.7635 |
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- | No log | 1.8113 | 96 | 0.6093 | 0.4342 | 0.6093 | 0.7805 |
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- | No log | 1.8491 | 98 | 0.5742 | 0.3628 | 0.5742 | 0.7578 |
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- | No log | 1.8868 | 100 | 0.6228 | 0.4603 | 0.6228 | 0.7892 |
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- | No log | 1.9245 | 102 | 0.6994 | 0.5053 | 0.6994 | 0.8363 |
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- | No log | 1.9623 | 104 | 0.5974 | 0.4997 | 0.5974 | 0.7729 |
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- | No log | 2.0 | 106 | 0.5891 | 0.5375 | 0.5891 | 0.7675 |
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- | No log | 2.0377 | 108 | 0.6116 | 0.5281 | 0.6116 | 0.7821 |
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- | No log | 2.0755 | 110 | 0.6222 | 0.6008 | 0.6222 | 0.7888 |
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- | No log | 2.1132 | 112 | 0.7781 | 0.5635 | 0.7781 | 0.8821 |
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- | No log | 2.1509 | 114 | 1.1884 | 0.3373 | 1.1884 | 1.0902 |
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- | No log | 2.1887 | 116 | 1.5178 | 0.2919 | 1.5178 | 1.2320 |
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- | No log | 2.2264 | 118 | 1.2534 | 0.3059 | 1.2534 | 1.1195 |
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- | No log | 2.2642 | 120 | 0.7709 | 0.5254 | 0.7709 | 0.8780 |
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- | No log | 2.3019 | 122 | 0.5978 | 0.5234 | 0.5978 | 0.7732 |
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- | No log | 2.3396 | 124 | 0.6255 | 0.4921 | 0.6255 | 0.7909 |
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- | No log | 2.3774 | 126 | 0.5841 | 0.5536 | 0.5841 | 0.7643 |
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- | No log | 2.4151 | 128 | 0.7852 | 0.5560 | 0.7852 | 0.8861 |
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- | No log | 2.4528 | 130 | 0.9215 | 0.3990 | 0.9215 | 0.9599 |
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- | No log | 2.4906 | 132 | 0.7816 | 0.5569 | 0.7816 | 0.8841 |
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- | No log | 2.5283 | 134 | 0.5990 | 0.5452 | 0.5990 | 0.7739 |
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- | No log | 2.5660 | 136 | 0.5412 | 0.4919 | 0.5412 | 0.7357 |
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- | No log | 2.6038 | 138 | 0.5472 | 0.4689 | 0.5472 | 0.7397 |
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- | No log | 2.6415 | 140 | 0.7115 | 0.5535 | 0.7115 | 0.8435 |
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- | No log | 2.6792 | 142 | 1.3119 | 0.3421 | 1.3119 | 1.1454 |
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- | No log | 2.7170 | 144 | 1.5224 | 0.2856 | 1.5224 | 1.2338 |
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- | No log | 2.7547 | 146 | 1.1841 | 0.4041 | 1.1841 | 1.0882 |
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- | No log | 2.7925 | 148 | 0.9617 | 0.4544 | 0.9617 | 0.9807 |
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- | No log | 2.8302 | 150 | 0.8756 | 0.4804 | 0.8756 | 0.9358 |
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- | No log | 2.8679 | 152 | 0.9670 | 0.4648 | 0.9670 | 0.9834 |
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- | No log | 2.9057 | 154 | 1.1254 | 0.3595 | 1.1254 | 1.0609 |
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- | No log | 2.9434 | 156 | 0.9562 | 0.4757 | 0.9562 | 0.9779 |
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- | No log | 2.9811 | 158 | 0.7437 | 0.5500 | 0.7437 | 0.8624 |
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- | No log | 3.0189 | 160 | 0.6462 | 0.5414 | 0.6462 | 0.8039 |
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- | No log | 3.0566 | 162 | 0.6470 | 0.5277 | 0.6470 | 0.8044 |
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- | No log | 3.0943 | 164 | 0.7120 | 0.5137 | 0.7120 | 0.8438 |
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- | No log | 3.1321 | 166 | 0.8192 | 0.5071 | 0.8192 | 0.9051 |
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- | No log | 3.1698 | 168 | 0.9236 | 0.4534 | 0.9236 | 0.9610 |
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- | No log | 3.2075 | 170 | 0.8508 | 0.5040 | 0.8508 | 0.9224 |
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- | No log | 3.2453 | 172 | 0.7356 | 0.5419 | 0.7356 | 0.8577 |
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- | No log | 3.2830 | 174 | 0.6803 | 0.5183 | 0.6803 | 0.8248 |
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- | No log | 3.3208 | 176 | 0.6747 | 0.5787 | 0.6747 | 0.8214 |
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- | No log | 3.3585 | 178 | 0.6850 | 0.5714 | 0.6850 | 0.8277 |
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- | No log | 3.3962 | 180 | 0.7099 | 0.5388 | 0.7099 | 0.8426 |
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- | No log | 3.4340 | 182 | 0.7962 | 0.5214 | 0.7962 | 0.8923 |
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- | No log | 3.4717 | 184 | 0.7702 | 0.5532 | 0.7702 | 0.8776 |
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- | No log | 3.5094 | 186 | 0.6431 | 0.5696 | 0.6431 | 0.8019 |
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- | No log | 3.5472 | 188 | 0.6170 | 0.5693 | 0.6170 | 0.7855 |
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- | No log | 3.5849 | 190 | 0.7147 | 0.5322 | 0.7147 | 0.8454 |
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- | No log | 3.6226 | 192 | 0.9754 | 0.4538 | 0.9754 | 0.9876 |
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- | No log | 3.6604 | 194 | 1.0223 | 0.4284 | 1.0223 | 1.0111 |
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- | No log | 3.6981 | 196 | 0.8039 | 0.5049 | 0.8039 | 0.8966 |
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- | No log | 3.7358 | 198 | 0.6262 | 0.5378 | 0.6262 | 0.7913 |
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- | No log | 3.7736 | 200 | 0.5897 | 0.544 | 0.5897 | 0.7679 |
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- | No log | 3.8113 | 202 | 0.5879 | 0.4848 | 0.5879 | 0.7667 |
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- | No log | 3.8491 | 204 | 0.6732 | 0.5162 | 0.6732 | 0.8205 |
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- | No log | 3.8868 | 206 | 0.7012 | 0.5104 | 0.7012 | 0.8374 |
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- | No log | 3.9245 | 208 | 0.7607 | 0.5141 | 0.7607 | 0.8722 |
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- | No log | 3.9623 | 210 | 0.7177 | 0.4838 | 0.7177 | 0.8472 |
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- | No log | 4.0 | 212 | 0.7243 | 0.4587 | 0.7243 | 0.8511 |
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- | No log | 4.0377 | 214 | 0.7986 | 0.4752 | 0.7986 | 0.8937 |
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- | No log | 4.0755 | 216 | 0.8368 | 0.4465 | 0.8368 | 0.9147 |
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- | No log | 4.1132 | 218 | 0.7661 | 0.4456 | 0.7661 | 0.8753 |
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- | No log | 4.1509 | 220 | 0.6834 | 0.4762 | 0.6834 | 0.8267 |
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- | No log | 4.1887 | 222 | 0.6034 | 0.5200 | 0.6034 | 0.7768 |
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- | No log | 4.2264 | 224 | 0.5829 | 0.5026 | 0.5829 | 0.7635 |
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- | No log | 4.2642 | 226 | 0.5522 | 0.5046 | 0.5522 | 0.7431 |
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- | No log | 4.3019 | 228 | 0.6732 | 0.5143 | 0.6732 | 0.8205 |
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- | No log | 4.3396 | 230 | 0.8137 | 0.5024 | 0.8137 | 0.9020 |
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- | No log | 4.3774 | 232 | 0.7688 | 0.5289 | 0.7688 | 0.8768 |
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- | No log | 4.4151 | 234 | 0.6635 | 0.5474 | 0.6635 | 0.8146 |
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- | No log | 4.4528 | 236 | 0.5890 | 0.5847 | 0.5890 | 0.7675 |
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- | No log | 4.4906 | 238 | 0.5520 | 0.5296 | 0.5520 | 0.7430 |
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- | No log | 4.5283 | 240 | 0.5479 | 0.4513 | 0.5479 | 0.7402 |
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- | No log | 4.5660 | 242 | 0.5546 | 0.4287 | 0.5546 | 0.7447 |
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- | No log | 4.6038 | 244 | 0.6018 | 0.4705 | 0.6018 | 0.7758 |
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- | No log | 4.6415 | 246 | 0.8159 | 0.4863 | 0.8159 | 0.9033 |
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- | No log | 4.6792 | 248 | 0.9919 | 0.3930 | 0.9919 | 0.9959 |
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- | No log | 4.7170 | 250 | 0.8988 | 0.4560 | 0.8988 | 0.9480 |
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- | No log | 4.7547 | 252 | 0.7981 | 0.5224 | 0.7981 | 0.8934 |
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- | No log | 4.7925 | 254 | 0.7082 | 0.5429 | 0.7082 | 0.8416 |
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- | No log | 4.8302 | 256 | 0.6740 | 0.5810 | 0.6740 | 0.8210 |
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- | No log | 4.8679 | 258 | 0.6624 | 0.5910 | 0.6624 | 0.8139 |
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- | No log | 4.9057 | 260 | 0.6916 | 0.5185 | 0.6916 | 0.8316 |
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- | No log | 4.9434 | 262 | 0.8107 | 0.4617 | 0.8107 | 0.9004 |
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- | No log | 4.9811 | 264 | 0.9351 | 0.4061 | 0.9351 | 0.9670 |
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- | No log | 5.0189 | 266 | 0.9234 | 0.4039 | 0.9234 | 0.9609 |
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- | No log | 5.0566 | 268 | 0.7650 | 0.5064 | 0.7650 | 0.8746 |
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- | No log | 5.0943 | 270 | 0.6317 | 0.5487 | 0.6317 | 0.7948 |
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- | No log | 5.1321 | 272 | 0.5789 | 0.4779 | 0.5789 | 0.7609 |
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- | No log | 5.1698 | 274 | 0.6494 | 0.4821 | 0.6494 | 0.8058 |
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- | No log | 5.2075 | 276 | 0.6298 | 0.4959 | 0.6298 | 0.7936 |
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- | No log | 5.2453 | 278 | 0.5982 | 0.5173 | 0.5981 | 0.7734 |
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- | No log | 5.2830 | 280 | 0.8517 | 0.4940 | 0.8517 | 0.9229 |
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- | No log | 5.3208 | 282 | 1.2323 | 0.2818 | 1.2323 | 1.1101 |
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- | No log | 5.3585 | 284 | 1.2627 | 0.2595 | 1.2627 | 1.1237 |
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- | No log | 5.3962 | 286 | 0.9694 | 0.4360 | 0.9694 | 0.9846 |
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- | No log | 5.4340 | 288 | 0.6580 | 0.5133 | 0.6580 | 0.8112 |
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- | No log | 5.4717 | 290 | 0.5646 | 0.5791 | 0.5646 | 0.7514 |
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- | No log | 5.5094 | 292 | 0.5872 | 0.4476 | 0.5872 | 0.7663 |
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- | No log | 5.5472 | 294 | 0.5897 | 0.4657 | 0.5897 | 0.7679 |
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- | No log | 5.5849 | 296 | 0.5925 | 0.5642 | 0.5925 | 0.7697 |
200
- | No log | 5.6226 | 298 | 0.6847 | 0.5382 | 0.6847 | 0.8275 |
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- | No log | 5.6604 | 300 | 0.9729 | 0.4245 | 0.9729 | 0.9864 |
202
- | No log | 5.6981 | 302 | 1.3748 | 0.3148 | 1.3748 | 1.1725 |
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- | No log | 5.7358 | 304 | 1.6679 | 0.2424 | 1.6679 | 1.2915 |
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- | No log | 5.7736 | 306 | 1.5423 | 0.2462 | 1.5423 | 1.2419 |
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- | No log | 5.8113 | 308 | 1.1594 | 0.3335 | 1.1594 | 1.0767 |
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- | No log | 5.8491 | 310 | 0.8002 | 0.4709 | 0.8002 | 0.8945 |
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- | No log | 5.8868 | 312 | 0.5973 | 0.5889 | 0.5973 | 0.7729 |
208
- | No log | 5.9245 | 314 | 0.5677 | 0.6079 | 0.5677 | 0.7535 |
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- | No log | 5.9623 | 316 | 0.5561 | 0.6258 | 0.5561 | 0.7457 |
210
- | No log | 6.0 | 318 | 0.5507 | 0.6429 | 0.5507 | 0.7421 |
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- | No log | 6.0377 | 320 | 0.5508 | 0.6175 | 0.5508 | 0.7422 |
212
- | No log | 6.0755 | 322 | 0.5591 | 0.6309 | 0.5591 | 0.7478 |
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- | No log | 6.1132 | 324 | 0.5875 | 0.6441 | 0.5875 | 0.7665 |
214
- | No log | 6.1509 | 326 | 0.6572 | 0.5946 | 0.6572 | 0.8107 |
215
- | No log | 6.1887 | 328 | 0.7346 | 0.5047 | 0.7346 | 0.8571 |
216
- | No log | 6.2264 | 330 | 0.7883 | 0.4531 | 0.7883 | 0.8879 |
217
- | No log | 6.2642 | 332 | 0.7583 | 0.4830 | 0.7583 | 0.8708 |
218
- | No log | 6.3019 | 334 | 0.6975 | 0.5044 | 0.6975 | 0.8352 |
219
- | No log | 6.3396 | 336 | 0.6328 | 0.5577 | 0.6328 | 0.7955 |
220
- | No log | 6.3774 | 338 | 0.6077 | 0.6084 | 0.6077 | 0.7796 |
221
- | No log | 6.4151 | 340 | 0.6454 | 0.6105 | 0.6454 | 0.8034 |
222
- | No log | 6.4528 | 342 | 0.6772 | 0.6293 | 0.6772 | 0.8229 |
223
- | No log | 6.4906 | 344 | 0.7261 | 0.5732 | 0.7261 | 0.8521 |
224
- | No log | 6.5283 | 346 | 0.8307 | 0.4926 | 0.8307 | 0.9115 |
225
- | No log | 6.5660 | 348 | 0.8205 | 0.4750 | 0.8205 | 0.9058 |
226
- | No log | 6.6038 | 350 | 0.7000 | 0.5564 | 0.7000 | 0.8367 |
227
- | No log | 6.6415 | 352 | 0.5884 | 0.5860 | 0.5884 | 0.7670 |
228
- | No log | 6.6792 | 354 | 0.5588 | 0.6040 | 0.5588 | 0.7475 |
229
- | No log | 6.7170 | 356 | 0.5540 | 0.5842 | 0.5540 | 0.7443 |
230
- | No log | 6.7547 | 358 | 0.5684 | 0.5746 | 0.5684 | 0.7540 |
231
- | No log | 6.7925 | 360 | 0.5849 | 0.5558 | 0.5849 | 0.7648 |
232
- | No log | 6.8302 | 362 | 0.5776 | 0.5804 | 0.5776 | 0.7600 |
233
- | No log | 6.8679 | 364 | 0.5644 | 0.5859 | 0.5644 | 0.7512 |
234
- | No log | 6.9057 | 366 | 0.5538 | 0.5618 | 0.5538 | 0.7442 |
235
- | No log | 6.9434 | 368 | 0.5417 | 0.5377 | 0.5417 | 0.7360 |
236
- | No log | 6.9811 | 370 | 0.5460 | 0.4654 | 0.5460 | 0.7389 |
237
- | No log | 7.0189 | 372 | 0.5722 | 0.4889 | 0.5722 | 0.7565 |
238
- | No log | 7.0566 | 374 | 0.5693 | 0.4889 | 0.5693 | 0.7545 |
239
- | No log | 7.0943 | 376 | 0.6087 | 0.5328 | 0.6087 | 0.7802 |
240
- | No log | 7.1321 | 378 | 0.5971 | 0.5242 | 0.5971 | 0.7727 |
241
- | No log | 7.1698 | 380 | 0.5952 | 0.5262 | 0.5952 | 0.7715 |
242
- | No log | 7.2075 | 382 | 0.5716 | 0.5724 | 0.5716 | 0.7560 |
243
- | No log | 7.2453 | 384 | 0.5663 | 0.5643 | 0.5663 | 0.7525 |
244
- | No log | 7.2830 | 386 | 0.5560 | 0.5641 | 0.5560 | 0.7456 |
245
- | No log | 7.3208 | 388 | 0.5432 | 0.4990 | 0.5432 | 0.7370 |
246
- | No log | 7.3585 | 390 | 0.5355 | 0.5048 | 0.5355 | 0.7318 |
247
- | No log | 7.3962 | 392 | 0.5335 | 0.4804 | 0.5335 | 0.7304 |
248
- | No log | 7.4340 | 394 | 0.5408 | 0.5046 | 0.5408 | 0.7354 |
249
- | No log | 7.4717 | 396 | 0.5895 | 0.5395 | 0.5895 | 0.7678 |
250
- | No log | 7.5094 | 398 | 0.6544 | 0.5187 | 0.6544 | 0.8089 |
251
- | No log | 7.5472 | 400 | 0.6710 | 0.5369 | 0.6710 | 0.8192 |
252
- | No log | 7.5849 | 402 | 0.6784 | 0.5301 | 0.6784 | 0.8236 |
253
- | No log | 7.6226 | 404 | 0.6731 | 0.5271 | 0.6731 | 0.8204 |
254
- | No log | 7.6604 | 406 | 0.7178 | 0.5552 | 0.7178 | 0.8472 |
255
- | No log | 7.6981 | 408 | 0.7901 | 0.5554 | 0.7901 | 0.8889 |
256
- | No log | 7.7358 | 410 | 0.9238 | 0.4669 | 0.9238 | 0.9611 |
257
- | No log | 7.7736 | 412 | 0.9980 | 0.4031 | 0.9980 | 0.9990 |
258
- | No log | 7.8113 | 414 | 0.9183 | 0.4453 | 0.9183 | 0.9583 |
259
- | No log | 7.8491 | 416 | 0.7103 | 0.5337 | 0.7103 | 0.8428 |
260
- | No log | 7.8868 | 418 | 0.6005 | 0.5762 | 0.6005 | 0.7749 |
261
- | No log | 7.9245 | 420 | 0.5906 | 0.4772 | 0.5906 | 0.7685 |
262
- | No log | 7.9623 | 422 | 0.5679 | 0.4024 | 0.5679 | 0.7536 |
263
- | No log | 8.0 | 424 | 0.5324 | 0.3755 | 0.5324 | 0.7296 |
264
- | No log | 8.0377 | 426 | 0.5280 | 0.4100 | 0.5280 | 0.7266 |
265
- | No log | 8.0755 | 428 | 0.5301 | 0.4996 | 0.5301 | 0.7281 |
266
- | No log | 8.1132 | 430 | 0.5226 | 0.4621 | 0.5226 | 0.7229 |
267
- | No log | 8.1509 | 432 | 0.5423 | 0.5516 | 0.5423 | 0.7364 |
268
- | No log | 8.1887 | 434 | 0.5498 | 0.6100 | 0.5498 | 0.7415 |
269
- | No log | 8.2264 | 436 | 0.5586 | 0.6482 | 0.5586 | 0.7474 |
270
- | No log | 8.2642 | 438 | 0.6275 | 0.5434 | 0.6275 | 0.7922 |
271
- | No log | 8.3019 | 440 | 0.6392 | 0.5291 | 0.6392 | 0.7995 |
272
- | No log | 8.3396 | 442 | 0.5715 | 0.5607 | 0.5715 | 0.7560 |
273
- | No log | 8.3774 | 444 | 0.5203 | 0.5805 | 0.5203 | 0.7213 |
274
- | No log | 8.4151 | 446 | 0.5551 | 0.5067 | 0.5551 | 0.7451 |
275
- | No log | 8.4528 | 448 | 0.5769 | 0.4789 | 0.5769 | 0.7596 |
276
- | No log | 8.4906 | 450 | 0.5339 | 0.5006 | 0.5339 | 0.7307 |
277
- | No log | 8.5283 | 452 | 0.5035 | 0.4897 | 0.5035 | 0.7096 |
278
- | No log | 8.5660 | 454 | 0.5923 | 0.5489 | 0.5923 | 0.7696 |
279
- | No log | 8.6038 | 456 | 0.6918 | 0.5313 | 0.6918 | 0.8318 |
280
- | No log | 8.6415 | 458 | 0.7063 | 0.5126 | 0.7063 | 0.8404 |
281
- | No log | 8.6792 | 460 | 0.6414 | 0.5401 | 0.6414 | 0.8009 |
282
- | No log | 8.7170 | 462 | 0.5628 | 0.6358 | 0.5628 | 0.7502 |
283
- | No log | 8.7547 | 464 | 0.5601 | 0.6314 | 0.5601 | 0.7484 |
284
- | No log | 8.7925 | 466 | 0.5738 | 0.6288 | 0.5738 | 0.7575 |
285
- | No log | 8.8302 | 468 | 0.6672 | 0.5434 | 0.6672 | 0.8169 |
286
- | No log | 8.8679 | 470 | 0.8416 | 0.4655 | 0.8416 | 0.9174 |
287
- | No log | 8.9057 | 472 | 0.8374 | 0.4467 | 0.8374 | 0.9151 |
288
- | No log | 8.9434 | 474 | 0.6751 | 0.4961 | 0.6751 | 0.8216 |
289
- | No log | 8.9811 | 476 | 0.5743 | 0.5342 | 0.5743 | 0.7578 |
290
- | No log | 9.0189 | 478 | 0.5423 | 0.5137 | 0.5423 | 0.7364 |
291
- | No log | 9.0566 | 480 | 0.5473 | 0.5446 | 0.5473 | 0.7398 |
292
- | No log | 9.0943 | 482 | 0.5612 | 0.5665 | 0.5612 | 0.7491 |
293
- | No log | 9.1321 | 484 | 0.5746 | 0.5318 | 0.5747 | 0.7581 |
294
- | No log | 9.1698 | 486 | 0.6079 | 0.5389 | 0.6079 | 0.7797 |
295
- | No log | 9.2075 | 488 | 0.6587 | 0.5355 | 0.6587 | 0.8116 |
296
- | No log | 9.2453 | 490 | 0.6466 | 0.5158 | 0.6466 | 0.8041 |
297
- | No log | 9.2830 | 492 | 0.5998 | 0.5187 | 0.5998 | 0.7744 |
298
- | No log | 9.3208 | 494 | 0.5841 | 0.4931 | 0.5841 | 0.7643 |
299
- | No log | 9.3585 | 496 | 0.5826 | 0.4931 | 0.5826 | 0.7633 |
300
- | No log | 9.3962 | 498 | 0.6094 | 0.5269 | 0.6094 | 0.7806 |
301
- | 0.4026 | 9.4340 | 500 | 0.6498 | 0.4771 | 0.6498 | 0.8061 |
302
- | 0.4026 | 9.4717 | 502 | 0.7081 | 0.4931 | 0.7081 | 0.8415 |
303
- | 0.4026 | 9.5094 | 504 | 0.6831 | 0.4858 | 0.6831 | 0.8265 |
304
- | 0.4026 | 9.5472 | 506 | 0.6339 | 0.5921 | 0.6339 | 0.7962 |
305
- | 0.4026 | 9.5849 | 508 | 0.6050 | 0.5660 | 0.6050 | 0.7778 |
306
- | 0.4026 | 9.6226 | 510 | 0.6029 | 0.5348 | 0.6029 | 0.7765 |
307
- | 0.4026 | 9.6604 | 512 | 0.5805 | 0.5531 | 0.5805 | 0.7619 |
308
- | 0.4026 | 9.6981 | 514 | 0.5793 | 0.4448 | 0.5793 | 0.7611 |
309
- | 0.4026 | 9.7358 | 516 | 0.6128 | 0.4777 | 0.6128 | 0.7828 |
310
- | 0.4026 | 9.7736 | 518 | 0.6073 | 0.4777 | 0.6073 | 0.7793 |
311
- | 0.4026 | 9.8113 | 520 | 0.5890 | 0.4941 | 0.5890 | 0.7674 |
312
- | 0.4026 | 9.8491 | 522 | 0.6008 | 0.5494 | 0.6008 | 0.7751 |
313
- | 0.4026 | 9.8868 | 524 | 0.6307 | 0.6296 | 0.6307 | 0.7942 |
314
- | 0.4026 | 9.9245 | 526 | 0.6690 | 0.5738 | 0.6690 | 0.8179 |
315
- | 0.4026 | 9.9623 | 528 | 0.7104 | 0.4782 | 0.7104 | 0.8429 |
316
- | 0.4026 | 10.0 | 530 | 0.7745 | 0.4514 | 0.7745 | 0.8801 |
317
- | 0.4026 | 10.0377 | 532 | 0.7810 | 0.4642 | 0.7810 | 0.8837 |
318
- | 0.4026 | 10.0755 | 534 | 0.6887 | 0.4742 | 0.6887 | 0.8299 |
319
- | 0.4026 | 10.1132 | 536 | 0.6139 | 0.5396 | 0.6139 | 0.7835 |
320
- | 0.4026 | 10.1509 | 538 | 0.5841 | 0.5476 | 0.5841 | 0.7643 |
321
- | 0.4026 | 10.1887 | 540 | 0.5686 | 0.5402 | 0.5686 | 0.7541 |
322
- | 0.4026 | 10.2264 | 542 | 0.5925 | 0.5269 | 0.5925 | 0.7698 |
323
- | 0.4026 | 10.2642 | 544 | 0.5995 | 0.4816 | 0.5995 | 0.7743 |
324
- | 0.4026 | 10.3019 | 546 | 0.5616 | 0.4984 | 0.5616 | 0.7494 |
325
- | 0.4026 | 10.3396 | 548 | 0.5623 | 0.5271 | 0.5623 | 0.7499 |
326
- | 0.4026 | 10.3774 | 550 | 0.6186 | 0.5229 | 0.6186 | 0.7865 |
327
- | 0.4026 | 10.4151 | 552 | 0.6444 | 0.5453 | 0.6444 | 0.8027 |
328
- | 0.4026 | 10.4528 | 554 | 0.6285 | 0.5237 | 0.6285 | 0.7928 |
329
- | 0.4026 | 10.4906 | 556 | 0.6011 | 0.5447 | 0.6011 | 0.7753 |
330
- | 0.4026 | 10.5283 | 558 | 0.5841 | 0.5861 | 0.5841 | 0.7643 |
331
- | 0.4026 | 10.5660 | 560 | 0.5949 | 0.5238 | 0.5949 | 0.7713 |
332
- | 0.4026 | 10.6038 | 562 | 0.5829 | 0.5649 | 0.5829 | 0.7635 |
333
- | 0.4026 | 10.6415 | 564 | 0.5605 | 0.5341 | 0.5605 | 0.7486 |
334
- | 0.4026 | 10.6792 | 566 | 0.5942 | 0.5437 | 0.5942 | 0.7708 |
335
- | 0.4026 | 10.7170 | 568 | 0.6717 | 0.4899 | 0.6717 | 0.8196 |
336
- | 0.4026 | 10.7547 | 570 | 0.6902 | 0.4899 | 0.6902 | 0.8308 |
337
- | 0.4026 | 10.7925 | 572 | 0.6270 | 0.5578 | 0.6270 | 0.7918 |
338
- | 0.4026 | 10.8302 | 574 | 0.5758 | 0.5919 | 0.5758 | 0.7588 |
339
- | 0.4026 | 10.8679 | 576 | 0.5609 | 0.5746 | 0.5609 | 0.7489 |
340
- | 0.4026 | 10.9057 | 578 | 0.5661 | 0.5514 | 0.5661 | 0.7524 |
341
- | 0.4026 | 10.9434 | 580 | 0.5552 | 0.5593 | 0.5552 | 0.7451 |
342
- | 0.4026 | 10.9811 | 582 | 0.5368 | 0.5970 | 0.5368 | 0.7326 |
343
- | 0.4026 | 11.0189 | 584 | 0.5309 | 0.5560 | 0.5309 | 0.7286 |
344
- | 0.4026 | 11.0566 | 586 | 0.5418 | 0.5589 | 0.5418 | 0.7361 |
345
- | 0.4026 | 11.0943 | 588 | 0.5484 | 0.5777 | 0.5484 | 0.7406 |
346
- | 0.4026 | 11.1321 | 590 | 0.5748 | 0.5442 | 0.5748 | 0.7582 |
347
- | 0.4026 | 11.1698 | 592 | 0.5988 | 0.5629 | 0.5988 | 0.7738 |
348
- | 0.4026 | 11.2075 | 594 | 0.5828 | 0.5570 | 0.5828 | 0.7634 |
349
- | 0.4026 | 11.2453 | 596 | 0.5513 | 0.6214 | 0.5513 | 0.7425 |
350
- | 0.4026 | 11.2830 | 598 | 0.5608 | 0.5872 | 0.5608 | 0.7489 |
351
- | 0.4026 | 11.3208 | 600 | 0.5678 | 0.6336 | 0.5678 | 0.7535 |
352
- | 0.4026 | 11.3585 | 602 | 0.5578 | 0.6292 | 0.5578 | 0.7469 |
353
- | 0.4026 | 11.3962 | 604 | 0.5570 | 0.6111 | 0.5570 | 0.7463 |
354
- | 0.4026 | 11.4340 | 606 | 0.6239 | 0.5537 | 0.6239 | 0.7899 |
355
- | 0.4026 | 11.4717 | 608 | 0.6865 | 0.5001 | 0.6865 | 0.8285 |
356
- | 0.4026 | 11.5094 | 610 | 0.6768 | 0.5178 | 0.6768 | 0.8227 |
357
- | 0.4026 | 11.5472 | 612 | 0.5969 | 0.5299 | 0.5969 | 0.7726 |
358
- | 0.4026 | 11.5849 | 614 | 0.5379 | 0.6202 | 0.5379 | 0.7334 |
359
- | 0.4026 | 11.6226 | 616 | 0.5269 | 0.5943 | 0.5269 | 0.7259 |
360
- | 0.4026 | 11.6604 | 618 | 0.5273 | 0.5522 | 0.5273 | 0.7262 |
361
- | 0.4026 | 11.6981 | 620 | 0.5315 | 0.4704 | 0.5315 | 0.7290 |
362
- | 0.4026 | 11.7358 | 622 | 0.5357 | 0.4693 | 0.5357 | 0.7319 |
363
- | 0.4026 | 11.7736 | 624 | 0.5408 | 0.4763 | 0.5408 | 0.7354 |
364
- | 0.4026 | 11.8113 | 626 | 0.5448 | 0.5294 | 0.5448 | 0.7381 |
365
- | 0.4026 | 11.8491 | 628 | 0.5527 | 0.5948 | 0.5527 | 0.7434 |
366
- | 0.4026 | 11.8868 | 630 | 0.5598 | 0.6508 | 0.5598 | 0.7482 |
367
- | 0.4026 | 11.9245 | 632 | 0.5630 | 0.6100 | 0.5630 | 0.7504 |
368
- | 0.4026 | 11.9623 | 634 | 0.5638 | 0.5968 | 0.5638 | 0.7509 |
369
- | 0.4026 | 12.0 | 636 | 0.5580 | 0.6151 | 0.5580 | 0.7470 |
370
- | 0.4026 | 12.0377 | 638 | 0.5523 | 0.6151 | 0.5523 | 0.7432 |
371
- | 0.4026 | 12.0755 | 640 | 0.5518 | 0.5886 | 0.5518 | 0.7428 |
372
- | 0.4026 | 12.1132 | 642 | 0.5606 | 0.5969 | 0.5606 | 0.7487 |
373
- | 0.4026 | 12.1509 | 644 | 0.5594 | 0.5722 | 0.5594 | 0.7479 |
374
- | 0.4026 | 12.1887 | 646 | 0.5685 | 0.53 | 0.5685 | 0.7540 |
375
- | 0.4026 | 12.2264 | 648 | 0.5943 | 0.5674 | 0.5943 | 0.7709 |
376
- | 0.4026 | 12.2642 | 650 | 0.6236 | 0.6040 | 0.6236 | 0.7897 |
377
- | 0.4026 | 12.3019 | 652 | 0.6388 | 0.6125 | 0.6388 | 0.7992 |
378
- | 0.4026 | 12.3396 | 654 | 0.6041 | 0.6178 | 0.6041 | 0.7772 |
379
- | 0.4026 | 12.3774 | 656 | 0.5825 | 0.6264 | 0.5825 | 0.7632 |
380
- | 0.4026 | 12.4151 | 658 | 0.5679 | 0.5762 | 0.5679 | 0.7536 |
381
- | 0.4026 | 12.4528 | 660 | 0.5633 | 0.5067 | 0.5633 | 0.7505 |
382
- | 0.4026 | 12.4906 | 662 | 0.5971 | 0.4847 | 0.5971 | 0.7727 |
383
- | 0.4026 | 12.5283 | 664 | 0.6482 | 0.4899 | 0.6482 | 0.8051 |
384
- | 0.4026 | 12.5660 | 666 | 0.6779 | 0.5240 | 0.6779 | 0.8234 |
385
- | 0.4026 | 12.6038 | 668 | 0.6705 | 0.5282 | 0.6705 | 0.8189 |
386
- | 0.4026 | 12.6415 | 670 | 0.6883 | 0.5501 | 0.6883 | 0.8296 |
387
- | 0.4026 | 12.6792 | 672 | 0.7226 | 0.5104 | 0.7226 | 0.8501 |
388
- | 0.4026 | 12.7170 | 674 | 0.6862 | 0.5238 | 0.6862 | 0.8284 |
389
- | 0.4026 | 12.7547 | 676 | 0.6551 | 0.5396 | 0.6551 | 0.8094 |
390
- | 0.4026 | 12.7925 | 678 | 0.6419 | 0.5340 | 0.6419 | 0.8012 |
391
- | 0.4026 | 12.8302 | 680 | 0.5884 | 0.5355 | 0.5884 | 0.7671 |
392
- | 0.4026 | 12.8679 | 682 | 0.5400 | 0.5896 | 0.5400 | 0.7349 |
393
- | 0.4026 | 12.9057 | 684 | 0.5287 | 0.5767 | 0.5287 | 0.7271 |
394
- | 0.4026 | 12.9434 | 686 | 0.5255 | 0.4666 | 0.5255 | 0.7249 |
395
- | 0.4026 | 12.9811 | 688 | 0.5244 | 0.4816 | 0.5244 | 0.7241 |
396
- | 0.4026 | 13.0189 | 690 | 0.5278 | 0.5004 | 0.5278 | 0.7265 |
397
- | 0.4026 | 13.0566 | 692 | 0.5362 | 0.5856 | 0.5362 | 0.7322 |
398
- | 0.4026 | 13.0943 | 694 | 0.5394 | 0.5211 | 0.5394 | 0.7345 |
399
- | 0.4026 | 13.1321 | 696 | 0.5516 | 0.5197 | 0.5516 | 0.7427 |
400
- | 0.4026 | 13.1698 | 698 | 0.5498 | 0.5197 | 0.5498 | 0.7415 |
401
- | 0.4026 | 13.2075 | 700 | 0.5545 | 0.5197 | 0.5545 | 0.7447 |
402
- | 0.4026 | 13.2453 | 702 | 0.5731 | 0.5223 | 0.5731 | 0.7570 |
403
- | 0.4026 | 13.2830 | 704 | 0.5552 | 0.5197 | 0.5552 | 0.7451 |
404
- | 0.4026 | 13.3208 | 706 | 0.5549 | 0.5197 | 0.5549 | 0.7449 |
405
- | 0.4026 | 13.3585 | 708 | 0.5819 | 0.5010 | 0.5819 | 0.7628 |
406
- | 0.4026 | 13.3962 | 710 | 0.5824 | 0.4920 | 0.5824 | 0.7632 |
407
- | 0.4026 | 13.4340 | 712 | 0.5841 | 0.5010 | 0.5841 | 0.7643 |
408
- | 0.4026 | 13.4717 | 714 | 0.5661 | 0.4740 | 0.5661 | 0.7524 |
409
- | 0.4026 | 13.5094 | 716 | 0.5719 | 0.5130 | 0.5719 | 0.7562 |
410
- | 0.4026 | 13.5472 | 718 | 0.5917 | 0.5262 | 0.5917 | 0.7692 |
411
- | 0.4026 | 13.5849 | 720 | 0.6151 | 0.5205 | 0.6151 | 0.7843 |
412
- | 0.4026 | 13.6226 | 722 | 0.6434 | 0.5072 | 0.6434 | 0.8021 |
413
- | 0.4026 | 13.6604 | 724 | 0.6276 | 0.4949 | 0.6276 | 0.7922 |
414
- | 0.4026 | 13.6981 | 726 | 0.5934 | 0.4935 | 0.5934 | 0.7703 |
415
- | 0.4026 | 13.7358 | 728 | 0.5870 | 0.4908 | 0.5870 | 0.7661 |
416
- | 0.4026 | 13.7736 | 730 | 0.5700 | 0.5524 | 0.5700 | 0.7550 |
417
- | 0.4026 | 13.8113 | 732 | 0.5656 | 0.6182 | 0.5656 | 0.7520 |
418
- | 0.4026 | 13.8491 | 734 | 0.5804 | 0.6054 | 0.5804 | 0.7619 |
419
- | 0.4026 | 13.8868 | 736 | 0.6192 | 0.5462 | 0.6192 | 0.7869 |
420
- | 0.4026 | 13.9245 | 738 | 0.6436 | 0.5109 | 0.6436 | 0.8022 |
421
- | 0.4026 | 13.9623 | 740 | 0.6516 | 0.5066 | 0.6516 | 0.8072 |
422
- | 0.4026 | 14.0 | 742 | 0.6361 | 0.5176 | 0.6361 | 0.7976 |
423
- | 0.4026 | 14.0377 | 744 | 0.6154 | 0.5101 | 0.6154 | 0.7845 |
424
- | 0.4026 | 14.0755 | 746 | 0.5645 | 0.5878 | 0.5645 | 0.7513 |
425
- | 0.4026 | 14.1132 | 748 | 0.5596 | 0.6190 | 0.5596 | 0.7480 |
426
- | 0.4026 | 14.1509 | 750 | 0.5807 | 0.5571 | 0.5807 | 0.7621 |
427
- | 0.4026 | 14.1887 | 752 | 0.5913 | 0.5840 | 0.5913 | 0.7689 |
428
- | 0.4026 | 14.2264 | 754 | 0.5706 | 0.6046 | 0.5706 | 0.7554 |
429
- | 0.4026 | 14.2642 | 756 | 0.5529 | 0.6461 | 0.5529 | 0.7436 |
430
- | 0.4026 | 14.3019 | 758 | 0.5776 | 0.5482 | 0.5776 | 0.7600 |
431
- | 0.4026 | 14.3396 | 760 | 0.6419 | 0.5207 | 0.6419 | 0.8012 |
432
- | 0.4026 | 14.3774 | 762 | 0.6703 | 0.4790 | 0.6703 | 0.8187 |
433
- | 0.4026 | 14.4151 | 764 | 0.6680 | 0.4916 | 0.6680 | 0.8173 |
434
- | 0.4026 | 14.4528 | 766 | 0.6454 | 0.5284 | 0.6454 | 0.8034 |
435
- | 0.4026 | 14.4906 | 768 | 0.5906 | 0.5660 | 0.5906 | 0.7685 |
436
- | 0.4026 | 14.5283 | 770 | 0.5657 | 0.6221 | 0.5657 | 0.7521 |
437
- | 0.4026 | 14.5660 | 772 | 0.5493 | 0.6707 | 0.5493 | 0.7411 |
438
- | 0.4026 | 14.6038 | 774 | 0.5489 | 0.6429 | 0.5489 | 0.7409 |
439
- | 0.4026 | 14.6415 | 776 | 0.5699 | 0.5510 | 0.5699 | 0.7549 |
440
- | 0.4026 | 14.6792 | 778 | 0.5806 | 0.5425 | 0.5806 | 0.7619 |
441
- | 0.4026 | 14.7170 | 780 | 0.5693 | 0.5514 | 0.5693 | 0.7545 |
442
- | 0.4026 | 14.7547 | 782 | 0.5407 | 0.6059 | 0.5407 | 0.7354 |
443
- | 0.4026 | 14.7925 | 784 | 0.5329 | 0.6322 | 0.5329 | 0.7300 |
444
- | 0.4026 | 14.8302 | 786 | 0.5516 | 0.6479 | 0.5516 | 0.7427 |
445
- | 0.4026 | 14.8679 | 788 | 0.6065 | 0.5923 | 0.6065 | 0.7788 |
446
- | 0.4026 | 14.9057 | 790 | 0.6305 | 0.5952 | 0.6305 | 0.7941 |
447
- | 0.4026 | 14.9434 | 792 | 0.6533 | 0.5898 | 0.6533 | 0.8082 |
448
- | 0.4026 | 14.9811 | 794 | 0.7234 | 0.4894 | 0.7234 | 0.8505 |
449
- | 0.4026 | 15.0189 | 796 | 0.7686 | 0.4736 | 0.7686 | 0.8767 |
450
- | 0.4026 | 15.0566 | 798 | 0.7126 | 0.4996 | 0.7126 | 0.8441 |
451
- | 0.4026 | 15.0943 | 800 | 0.6281 | 0.5070 | 0.6281 | 0.7925 |
452
- | 0.4026 | 15.1321 | 802 | 0.5525 | 0.6103 | 0.5525 | 0.7433 |
453
- | 0.4026 | 15.1698 | 804 | 0.5437 | 0.6582 | 0.5437 | 0.7373 |
454
- | 0.4026 | 15.2075 | 806 | 0.5752 | 0.6160 | 0.5752 | 0.7584 |
455
- | 0.4026 | 15.2453 | 808 | 0.5765 | 0.6462 | 0.5765 | 0.7593 |
456
- | 0.4026 | 15.2830 | 810 | 0.5650 | 0.6936 | 0.5650 | 0.7517 |
457
- | 0.4026 | 15.3208 | 812 | 0.5896 | 0.6098 | 0.5896 | 0.7679 |
458
- | 0.4026 | 15.3585 | 814 | 0.6334 | 0.5324 | 0.6334 | 0.7958 |
459
- | 0.4026 | 15.3962 | 816 | 0.6662 | 0.5117 | 0.6662 | 0.8162 |
460
- | 0.4026 | 15.4340 | 818 | 0.6409 | 0.4959 | 0.6409 | 0.8006 |
461
- | 0.4026 | 15.4717 | 820 | 0.5866 | 0.5220 | 0.5866 | 0.7659 |
462
- | 0.4026 | 15.5094 | 822 | 0.5443 | 0.5510 | 0.5443 | 0.7378 |
463
- | 0.4026 | 15.5472 | 824 | 0.5345 | 0.5723 | 0.5345 | 0.7311 |
464
- | 0.4026 | 15.5849 | 826 | 0.5417 | 0.5702 | 0.5417 | 0.7360 |
465
- | 0.4026 | 15.6226 | 828 | 0.5403 | 0.6262 | 0.5403 | 0.7350 |
466
- | 0.4026 | 15.6604 | 830 | 0.5824 | 0.5425 | 0.5824 | 0.7631 |
467
- | 0.4026 | 15.6981 | 832 | 0.6294 | 0.5107 | 0.6294 | 0.7933 |
468
- | 0.4026 | 15.7358 | 834 | 0.6359 | 0.5107 | 0.6359 | 0.7974 |
469
- | 0.4026 | 15.7736 | 836 | 0.5840 | 0.5226 | 0.5840 | 0.7642 |
470
- | 0.4026 | 15.8113 | 838 | 0.5516 | 0.5326 | 0.5516 | 0.7427 |
471
- | 0.4026 | 15.8491 | 840 | 0.5465 | 0.4654 | 0.5465 | 0.7392 |
472
- | 0.4026 | 15.8868 | 842 | 0.5452 | 0.5185 | 0.5452 | 0.7384 |
473
- | 0.4026 | 15.9245 | 844 | 0.5479 | 0.5540 | 0.5479 | 0.7402 |
474
- | 0.4026 | 15.9623 | 846 | 0.5709 | 0.5478 | 0.5709 | 0.7556 |
475
- | 0.4026 | 16.0 | 848 | 0.5965 | 0.5244 | 0.5965 | 0.7723 |
476
- | 0.4026 | 16.0377 | 850 | 0.5855 | 0.5244 | 0.5855 | 0.7652 |
477
- | 0.4026 | 16.0755 | 852 | 0.5563 | 0.5236 | 0.5563 | 0.7458 |
478
- | 0.4026 | 16.1132 | 854 | 0.5512 | 0.5236 | 0.5512 | 0.7425 |
479
- | 0.4026 | 16.1509 | 856 | 0.5425 | 0.5236 | 0.5425 | 0.7366 |
480
- | 0.4026 | 16.1887 | 858 | 0.5488 | 0.5236 | 0.5488 | 0.7408 |
481
- | 0.4026 | 16.2264 | 860 | 0.5559 | 0.4886 | 0.5559 | 0.7456 |
482
- | 0.4026 | 16.2642 | 862 | 0.5384 | 0.5155 | 0.5384 | 0.7338 |
483
- | 0.4026 | 16.3019 | 864 | 0.5216 | 0.4828 | 0.5216 | 0.7222 |
484
- | 0.4026 | 16.3396 | 866 | 0.5268 | 0.5323 | 0.5268 | 0.7258 |
485
- | 0.4026 | 16.3774 | 868 | 0.5287 | 0.5185 | 0.5287 | 0.7271 |
486
- | 0.4026 | 16.4151 | 870 | 0.5528 | 0.5339 | 0.5528 | 0.7435 |
487
- | 0.4026 | 16.4528 | 872 | 0.6222 | 0.5080 | 0.6222 | 0.7888 |
488
- | 0.4026 | 16.4906 | 874 | 0.7171 | 0.5038 | 0.7171 | 0.8468 |
489
- | 0.4026 | 16.5283 | 876 | 0.7497 | 0.4812 | 0.7497 | 0.8658 |
490
- | 0.4026 | 16.5660 | 878 | 0.6911 | 0.4845 | 0.6911 | 0.8313 |
491
- | 0.4026 | 16.6038 | 880 | 0.6496 | 0.5364 | 0.6496 | 0.8060 |
492
- | 0.4026 | 16.6415 | 882 | 0.6414 | 0.5208 | 0.6414 | 0.8009 |
493
- | 0.4026 | 16.6792 | 884 | 0.5922 | 0.5420 | 0.5922 | 0.7695 |
494
- | 0.4026 | 16.7170 | 886 | 0.5651 | 0.6104 | 0.5651 | 0.7517 |
495
- | 0.4026 | 16.7547 | 888 | 0.5588 | 0.5669 | 0.5588 | 0.7475 |
496
- | 0.4026 | 16.7925 | 890 | 0.5557 | 0.5481 | 0.5557 | 0.7455 |
497
- | 0.4026 | 16.8302 | 892 | 0.5771 | 0.4740 | 0.5771 | 0.7597 |
498
- | 0.4026 | 16.8679 | 894 | 0.5899 | 0.4550 | 0.5899 | 0.7680 |
499
- | 0.4026 | 16.9057 | 896 | 0.5709 | 0.4102 | 0.5709 | 0.7556 |
500
- | 0.4026 | 16.9434 | 898 | 0.5444 | 0.4642 | 0.5444 | 0.7378 |
501
- | 0.4026 | 16.9811 | 900 | 0.5414 | 0.5285 | 0.5414 | 0.7358 |
502
- | 0.4026 | 17.0189 | 902 | 0.5508 | 0.5601 | 0.5508 | 0.7422 |
503
- | 0.4026 | 17.0566 | 904 | 0.5689 | 0.5713 | 0.5689 | 0.7543 |
504
- | 0.4026 | 17.0943 | 906 | 0.6032 | 0.5619 | 0.6032 | 0.7766 |
505
- | 0.4026 | 17.1321 | 908 | 0.6153 | 0.5504 | 0.6153 | 0.7844 |
506
- | 0.4026 | 17.1698 | 910 | 0.6342 | 0.5334 | 0.6342 | 0.7964 |
507
- | 0.4026 | 17.2075 | 912 | 0.6339 | 0.5214 | 0.6339 | 0.7962 |
508
- | 0.4026 | 17.2453 | 914 | 0.6112 | 0.5437 | 0.6112 | 0.7818 |
509
- | 0.4026 | 17.2830 | 916 | 0.5990 | 0.5355 | 0.5990 | 0.7739 |
510
- | 0.4026 | 17.3208 | 918 | 0.6068 | 0.5536 | 0.6068 | 0.7789 |
511
- | 0.4026 | 17.3585 | 920 | 0.6082 | 0.6025 | 0.6082 | 0.7799 |
512
- | 0.4026 | 17.3962 | 922 | 0.6076 | 0.5941 | 0.6076 | 0.7795 |
513
- | 0.4026 | 17.4340 | 924 | 0.5976 | 0.5650 | 0.5976 | 0.7731 |
514
- | 0.4026 | 17.4717 | 926 | 0.5777 | 0.5848 | 0.5777 | 0.7601 |
515
- | 0.4026 | 17.5094 | 928 | 0.5699 | 0.5968 | 0.5699 | 0.7549 |
516
- | 0.4026 | 17.5472 | 930 | 0.5633 | 0.5972 | 0.5633 | 0.7505 |
517
- | 0.4026 | 17.5849 | 932 | 0.5612 | 0.5489 | 0.5612 | 0.7491 |
518
- | 0.4026 | 17.6226 | 934 | 0.5579 | 0.5320 | 0.5579 | 0.7469 |
519
- | 0.4026 | 17.6604 | 936 | 0.5655 | 0.5476 | 0.5655 | 0.7520 |
520
- | 0.4026 | 17.6981 | 938 | 0.5781 | 0.5565 | 0.5781 | 0.7603 |
521
- | 0.4026 | 17.7358 | 940 | 0.5921 | 0.5649 | 0.5921 | 0.7695 |
522
- | 0.4026 | 17.7736 | 942 | 0.5825 | 0.5811 | 0.5825 | 0.7632 |
523
- | 0.4026 | 17.8113 | 944 | 0.5678 | 0.5728 | 0.5678 | 0.7535 |
524
- | 0.4026 | 17.8491 | 946 | 0.5673 | 0.5684 | 0.5673 | 0.7532 |
525
- | 0.4026 | 17.8868 | 948 | 0.5647 | 0.5402 | 0.5647 | 0.7514 |
526
- | 0.4026 | 17.9245 | 950 | 0.5597 | 0.5323 | 0.5597 | 0.7481 |
527
- | 0.4026 | 17.9623 | 952 | 0.5595 | 0.4975 | 0.5595 | 0.7480 |
528
- | 0.4026 | 18.0 | 954 | 0.5616 | 0.5131 | 0.5616 | 0.7494 |
529
- | 0.4026 | 18.0377 | 956 | 0.5634 | 0.5323 | 0.5634 | 0.7506 |
530
- | 0.4026 | 18.0755 | 958 | 0.5776 | 0.5176 | 0.5776 | 0.7600 |
531
- | 0.4026 | 18.1132 | 960 | 0.5828 | 0.5176 | 0.5828 | 0.7634 |
532
- | 0.4026 | 18.1509 | 962 | 0.5774 | 0.4913 | 0.5774 | 0.7599 |
533
- | 0.4026 | 18.1887 | 964 | 0.5772 | 0.4913 | 0.5772 | 0.7598 |
534
- | 0.4026 | 18.2264 | 966 | 0.5806 | 0.4913 | 0.5806 | 0.7620 |
535
- | 0.4026 | 18.2642 | 968 | 0.5831 | 0.4928 | 0.5831 | 0.7636 |
536
- | 0.4026 | 18.3019 | 970 | 0.5795 | 0.5019 | 0.5795 | 0.7612 |
537
- | 0.4026 | 18.3396 | 972 | 0.5723 | 0.5312 | 0.5723 | 0.7565 |
538
- | 0.4026 | 18.3774 | 974 | 0.5806 | 0.5500 | 0.5806 | 0.7620 |
539
- | 0.4026 | 18.4151 | 976 | 0.5773 | 0.5500 | 0.5773 | 0.7598 |
540
- | 0.4026 | 18.4528 | 978 | 0.5773 | 0.5500 | 0.5773 | 0.7598 |
541
- | 0.4026 | 18.4906 | 980 | 0.5722 | 0.5164 | 0.5722 | 0.7565 |
542
- | 0.4026 | 18.5283 | 982 | 0.5644 | 0.4888 | 0.5644 | 0.7513 |
543
- | 0.4026 | 18.5660 | 984 | 0.5568 | 0.4864 | 0.5568 | 0.7462 |
544
- | 0.4026 | 18.6038 | 986 | 0.5575 | 0.5078 | 0.5575 | 0.7467 |
545
- | 0.4026 | 18.6415 | 988 | 0.5570 | 0.5078 | 0.5570 | 0.7463 |
546
- | 0.4026 | 18.6792 | 990 | 0.5582 | 0.5004 | 0.5582 | 0.7471 |
547
- | 0.4026 | 18.7170 | 992 | 0.5635 | 0.4835 | 0.5635 | 0.7506 |
548
- | 0.4026 | 18.7547 | 994 | 0.5736 | 0.4812 | 0.5736 | 0.7574 |
549
- | 0.4026 | 18.7925 | 996 | 0.5634 | 0.4904 | 0.5634 | 0.7506 |
550
- | 0.4026 | 18.8302 | 998 | 0.5571 | 0.5147 | 0.5571 | 0.7464 |
551
- | 0.0707 | 18.8679 | 1000 | 0.5565 | 0.5421 | 0.5565 | 0.7460 |
552
- | 0.0707 | 18.9057 | 1002 | 0.5585 | 0.4857 | 0.5585 | 0.7473 |
553
- | 0.0707 | 18.9434 | 1004 | 0.5899 | 0.5059 | 0.5899 | 0.7681 |
554
- | 0.0707 | 18.9811 | 1006 | 0.6331 | 0.4695 | 0.6331 | 0.7957 |
555
- | 0.0707 | 19.0189 | 1008 | 0.6374 | 0.5029 | 0.6374 | 0.7983 |
556
- | 0.0707 | 19.0566 | 1010 | 0.6404 | 0.5029 | 0.6404 | 0.8003 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
557
 
558
 
559
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k11_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k11_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.5810
19
+ - Qwk: 0.4657
20
+ - Mse: 0.5810
21
+ - Rmse: 0.7623
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0351 | 2 | 4.1012 | -0.0288 | 4.1012 | 2.0251 |
53
+ | No log | 0.0702 | 4 | 2.3456 | 0.0043 | 2.3456 | 1.5315 |
54
+ | No log | 0.1053 | 6 | 1.3127 | -0.0096 | 1.3127 | 1.1457 |
55
+ | No log | 0.1404 | 8 | 0.8874 | 0.1517 | 0.8874 | 0.9420 |
56
+ | No log | 0.1754 | 10 | 0.8251 | 0.1989 | 0.8251 | 0.9083 |
57
+ | No log | 0.2105 | 12 | 0.9186 | 0.1595 | 0.9186 | 0.9585 |
58
+ | No log | 0.2456 | 14 | 0.7582 | 0.2780 | 0.7582 | 0.8707 |
59
+ | No log | 0.2807 | 16 | 0.7634 | 0.2373 | 0.7634 | 0.8737 |
60
+ | No log | 0.3158 | 18 | 1.1609 | 0.1583 | 1.1609 | 1.0775 |
61
+ | No log | 0.3509 | 20 | 1.2902 | 0.1721 | 1.2902 | 1.1359 |
62
+ | No log | 0.3860 | 22 | 1.4866 | 0.1811 | 1.4866 | 1.2193 |
63
+ | No log | 0.4211 | 24 | 1.7081 | 0.1234 | 1.7081 | 1.3069 |
64
+ | No log | 0.4561 | 26 | 1.5394 | 0.1233 | 1.5394 | 1.2407 |
65
+ | No log | 0.4912 | 28 | 1.4084 | 0.1173 | 1.4084 | 1.1867 |
66
+ | No log | 0.5263 | 30 | 1.1568 | 0.1661 | 1.1568 | 1.0755 |
67
+ | No log | 0.5614 | 32 | 1.2060 | 0.1621 | 1.2060 | 1.0982 |
68
+ | No log | 0.5965 | 34 | 1.5536 | 0.1257 | 1.5536 | 1.2464 |
69
+ | No log | 0.6316 | 36 | 1.6465 | 0.1389 | 1.6465 | 1.2832 |
70
+ | No log | 0.6667 | 38 | 1.3773 | 0.1154 | 1.3773 | 1.1736 |
71
+ | No log | 0.7018 | 40 | 0.9192 | 0.1695 | 0.9192 | 0.9588 |
72
+ | No log | 0.7368 | 42 | 0.7085 | 0.3472 | 0.7085 | 0.8417 |
73
+ | No log | 0.7719 | 44 | 0.7318 | 0.2923 | 0.7318 | 0.8554 |
74
+ | No log | 0.8070 | 46 | 0.9020 | 0.1639 | 0.9020 | 0.9497 |
75
+ | No log | 0.8421 | 48 | 1.1277 | 0.0411 | 1.1277 | 1.0619 |
76
+ | No log | 0.8772 | 50 | 1.3385 | 0.1154 | 1.3385 | 1.1569 |
77
+ | No log | 0.9123 | 52 | 1.2358 | 0.1202 | 1.2358 | 1.1117 |
78
+ | No log | 0.9474 | 54 | 0.9663 | 0.1890 | 0.9663 | 0.9830 |
79
+ | No log | 0.9825 | 56 | 0.8555 | 0.2374 | 0.8555 | 0.9249 |
80
+ | No log | 1.0175 | 58 | 0.8408 | 0.2999 | 0.8408 | 0.9169 |
81
+ | No log | 1.0526 | 60 | 0.9298 | 0.2330 | 0.9298 | 0.9643 |
82
+ | No log | 1.0877 | 62 | 1.0673 | 0.1935 | 1.0673 | 1.0331 |
83
+ | No log | 1.1228 | 64 | 1.2064 | 0.1728 | 1.2064 | 1.0983 |
84
+ | No log | 1.1579 | 66 | 1.2952 | 0.0657 | 1.2952 | 1.1381 |
85
+ | No log | 1.1930 | 68 | 1.1696 | 0.1653 | 1.1696 | 1.0815 |
86
+ | No log | 1.2281 | 70 | 0.9322 | 0.1903 | 0.9322 | 0.9655 |
87
+ | No log | 1.2632 | 72 | 0.6517 | 0.4328 | 0.6517 | 0.8073 |
88
+ | No log | 1.2982 | 74 | 0.6030 | 0.4598 | 0.6030 | 0.7765 |
89
+ | No log | 1.3333 | 76 | 0.6773 | 0.4581 | 0.6773 | 0.8230 |
90
+ | No log | 1.3684 | 78 | 0.6862 | 0.4487 | 0.6862 | 0.8284 |
91
+ | No log | 1.4035 | 80 | 0.6478 | 0.4899 | 0.6478 | 0.8049 |
92
+ | No log | 1.4386 | 82 | 0.5866 | 0.5516 | 0.5866 | 0.7659 |
93
+ | No log | 1.4737 | 84 | 0.5570 | 0.5645 | 0.5570 | 0.7463 |
94
+ | No log | 1.5088 | 86 | 0.7347 | 0.4652 | 0.7347 | 0.8572 |
95
+ | No log | 1.5439 | 88 | 0.7129 | 0.5314 | 0.7129 | 0.8443 |
96
+ | No log | 1.5789 | 90 | 0.6148 | 0.6285 | 0.6148 | 0.7841 |
97
+ | No log | 1.6140 | 92 | 0.6954 | 0.6011 | 0.6954 | 0.8339 |
98
+ | No log | 1.6491 | 94 | 0.9494 | 0.4214 | 0.9494 | 0.9744 |
99
+ | No log | 1.6842 | 96 | 0.9889 | 0.4149 | 0.9889 | 0.9944 |
100
+ | No log | 1.7193 | 98 | 0.8475 | 0.4587 | 0.8475 | 0.9206 |
101
+ | No log | 1.7544 | 100 | 0.5953 | 0.5997 | 0.5953 | 0.7716 |
102
+ | No log | 1.7895 | 102 | 0.7489 | 0.5396 | 0.7489 | 0.8654 |
103
+ | No log | 1.8246 | 104 | 0.8341 | 0.4734 | 0.8341 | 0.9133 |
104
+ | No log | 1.8596 | 106 | 0.6462 | 0.5182 | 0.6462 | 0.8039 |
105
+ | No log | 1.8947 | 108 | 0.5628 | 0.4931 | 0.5628 | 0.7502 |
106
+ | No log | 1.9298 | 110 | 0.7133 | 0.4055 | 0.7133 | 0.8446 |
107
+ | No log | 1.9649 | 112 | 0.8451 | 0.3922 | 0.8451 | 0.9193 |
108
+ | No log | 2.0 | 114 | 0.7803 | 0.4641 | 0.7803 | 0.8834 |
109
+ | No log | 2.0351 | 116 | 0.6639 | 0.5869 | 0.6639 | 0.8148 |
110
+ | No log | 2.0702 | 118 | 0.6390 | 0.6064 | 0.6390 | 0.7994 |
111
+ | No log | 2.1053 | 120 | 0.5865 | 0.5992 | 0.5865 | 0.7658 |
112
+ | No log | 2.1404 | 122 | 0.6025 | 0.5799 | 0.6025 | 0.7762 |
113
+ | No log | 2.1754 | 124 | 0.6367 | 0.5010 | 0.6367 | 0.7979 |
114
+ | No log | 2.2105 | 126 | 0.7549 | 0.4581 | 0.7549 | 0.8689 |
115
+ | No log | 2.2456 | 128 | 0.6975 | 0.5172 | 0.6975 | 0.8352 |
116
+ | No log | 2.2807 | 130 | 0.6796 | 0.5133 | 0.6796 | 0.8244 |
117
+ | No log | 2.3158 | 132 | 0.6362 | 0.5061 | 0.6362 | 0.7976 |
118
+ | No log | 2.3509 | 134 | 0.6407 | 0.5243 | 0.6407 | 0.8004 |
119
+ | No log | 2.3860 | 136 | 0.6402 | 0.4959 | 0.6402 | 0.8001 |
120
+ | No log | 2.4211 | 138 | 0.6429 | 0.5358 | 0.6429 | 0.8018 |
121
+ | No log | 2.4561 | 140 | 0.6612 | 0.4908 | 0.6612 | 0.8132 |
122
+ | No log | 2.4912 | 142 | 0.6565 | 0.4998 | 0.6565 | 0.8102 |
123
+ | No log | 2.5263 | 144 | 0.6544 | 0.5244 | 0.6544 | 0.8089 |
124
+ | No log | 2.5614 | 146 | 0.6425 | 0.5071 | 0.6425 | 0.8016 |
125
+ | No log | 2.5965 | 148 | 0.6334 | 0.4965 | 0.6334 | 0.7958 |
126
+ | No log | 2.6316 | 150 | 0.6211 | 0.4565 | 0.6211 | 0.7881 |
127
+ | No log | 2.6667 | 152 | 0.5992 | 0.5273 | 0.5992 | 0.7741 |
128
+ | No log | 2.7018 | 154 | 0.5926 | 0.5560 | 0.5926 | 0.7698 |
129
+ | No log | 2.7368 | 156 | 0.6700 | 0.5777 | 0.6700 | 0.8186 |
130
+ | No log | 2.7719 | 158 | 0.7038 | 0.5434 | 0.7038 | 0.8389 |
131
+ | No log | 2.8070 | 160 | 0.7870 | 0.4970 | 0.7870 | 0.8871 |
132
+ | No log | 2.8421 | 162 | 0.9768 | 0.4719 | 0.9768 | 0.9883 |
133
+ | No log | 2.8772 | 164 | 0.8403 | 0.4918 | 0.8403 | 0.9167 |
134
+ | No log | 2.9123 | 166 | 0.8124 | 0.5263 | 0.8124 | 0.9013 |
135
+ | No log | 2.9474 | 168 | 0.8654 | 0.5108 | 0.8654 | 0.9303 |
136
+ | No log | 2.9825 | 170 | 0.7825 | 0.5393 | 0.7825 | 0.8846 |
137
+ | No log | 3.0175 | 172 | 0.8124 | 0.5127 | 0.8124 | 0.9014 |
138
+ | No log | 3.0526 | 174 | 0.7532 | 0.5344 | 0.7532 | 0.8679 |
139
+ | No log | 3.0877 | 176 | 0.6363 | 0.5573 | 0.6363 | 0.7977 |
140
+ | No log | 3.1228 | 178 | 0.6216 | 0.5538 | 0.6216 | 0.7884 |
141
+ | No log | 3.1579 | 180 | 0.7908 | 0.4872 | 0.7908 | 0.8892 |
142
+ | No log | 3.1930 | 182 | 0.8118 | 0.4729 | 0.8118 | 0.9010 |
143
+ | No log | 3.2281 | 184 | 0.6596 | 0.6150 | 0.6596 | 0.8122 |
144
+ | No log | 3.2632 | 186 | 0.6659 | 0.6364 | 0.6659 | 0.8160 |
145
+ | No log | 3.2982 | 188 | 0.6432 | 0.5564 | 0.6432 | 0.8020 |
146
+ | No log | 3.3333 | 190 | 0.6435 | 0.5507 | 0.6435 | 0.8022 |
147
+ | No log | 3.3684 | 192 | 0.6879 | 0.5858 | 0.6879 | 0.8294 |
148
+ | No log | 3.4035 | 194 | 0.8790 | 0.4559 | 0.8790 | 0.9376 |
149
+ | No log | 3.4386 | 196 | 0.7934 | 0.5055 | 0.7934 | 0.8907 |
150
+ | No log | 3.4737 | 198 | 0.6589 | 0.5623 | 0.6589 | 0.8117 |
151
+ | No log | 3.5088 | 200 | 0.6854 | 0.5037 | 0.6854 | 0.8279 |
152
+ | No log | 3.5439 | 202 | 0.7040 | 0.4678 | 0.7040 | 0.8391 |
153
+ | No log | 3.5789 | 204 | 0.6053 | 0.5443 | 0.6053 | 0.7780 |
154
+ | No log | 3.6140 | 206 | 0.7601 | 0.5539 | 0.7601 | 0.8719 |
155
+ | No log | 3.6491 | 208 | 0.9833 | 0.3954 | 0.9833 | 0.9916 |
156
+ | No log | 3.6842 | 210 | 0.8489 | 0.4722 | 0.8489 | 0.9214 |
157
+ | No log | 3.7193 | 212 | 0.6575 | 0.6355 | 0.6575 | 0.8109 |
158
+ | No log | 3.7544 | 214 | 0.6093 | 0.5877 | 0.6093 | 0.7806 |
159
+ | No log | 3.7895 | 216 | 0.6137 | 0.6365 | 0.6137 | 0.7834 |
160
+ | No log | 3.8246 | 218 | 0.8802 | 0.4891 | 0.8802 | 0.9382 |
161
+ | No log | 3.8596 | 220 | 1.1893 | 0.3638 | 1.1893 | 1.0905 |
162
+ | No log | 3.8947 | 222 | 1.0800 | 0.3654 | 1.0800 | 1.0392 |
163
+ | No log | 3.9298 | 224 | 0.7676 | 0.5174 | 0.7676 | 0.8761 |
164
+ | No log | 3.9649 | 226 | 0.5723 | 0.5977 | 0.5723 | 0.7565 |
165
+ | No log | 4.0 | 228 | 0.5486 | 0.5891 | 0.5486 | 0.7407 |
166
+ | No log | 4.0351 | 230 | 0.5522 | 0.6018 | 0.5522 | 0.7431 |
167
+ | No log | 4.0702 | 232 | 0.6294 | 0.5294 | 0.6294 | 0.7933 |
168
+ | No log | 4.1053 | 234 | 0.7036 | 0.5040 | 0.7036 | 0.8388 |
169
+ | No log | 4.1404 | 236 | 0.7886 | 0.4625 | 0.7886 | 0.8880 |
170
+ | No log | 4.1754 | 238 | 0.7794 | 0.4754 | 0.7794 | 0.8828 |
171
+ | No log | 4.2105 | 240 | 0.6779 | 0.5414 | 0.6779 | 0.8233 |
172
+ | No log | 4.2456 | 242 | 0.6115 | 0.6199 | 0.6115 | 0.7820 |
173
+ | No log | 4.2807 | 244 | 0.6044 | 0.5932 | 0.6044 | 0.7775 |
174
+ | No log | 4.3158 | 246 | 0.5972 | 0.5953 | 0.5972 | 0.7728 |
175
+ | No log | 4.3509 | 248 | 0.6120 | 0.5394 | 0.6120 | 0.7823 |
176
+ | No log | 4.3860 | 250 | 0.6100 | 0.5465 | 0.6100 | 0.7810 |
177
+ | No log | 4.4211 | 252 | 0.5918 | 0.5945 | 0.5918 | 0.7693 |
178
+ | No log | 4.4561 | 254 | 0.6100 | 0.5709 | 0.6100 | 0.7810 |
179
+ | No log | 4.4912 | 256 | 0.7078 | 0.4728 | 0.7078 | 0.8413 |
180
+ | No log | 4.5263 | 258 | 0.7397 | 0.4690 | 0.7397 | 0.8600 |
181
+ | No log | 4.5614 | 260 | 0.6368 | 0.5521 | 0.6368 | 0.7980 |
182
+ | No log | 4.5965 | 262 | 0.6030 | 0.5523 | 0.6030 | 0.7765 |
183
+ | No log | 4.6316 | 264 | 0.6030 | 0.5466 | 0.6030 | 0.7765 |
184
+ | No log | 4.6667 | 266 | 0.6015 | 0.5592 | 0.6015 | 0.7756 |
185
+ | No log | 4.7018 | 268 | 0.7212 | 0.4682 | 0.7212 | 0.8492 |
186
+ | No log | 4.7368 | 270 | 0.8333 | 0.4933 | 0.8333 | 0.9129 |
187
+ | No log | 4.7719 | 272 | 0.7465 | 0.4857 | 0.7465 | 0.8640 |
188
+ | No log | 4.8070 | 274 | 0.6469 | 0.5602 | 0.6469 | 0.8043 |
189
+ | No log | 4.8421 | 276 | 0.5950 | 0.5307 | 0.5950 | 0.7714 |
190
+ | No log | 4.8772 | 278 | 0.6207 | 0.5410 | 0.6207 | 0.7878 |
191
+ | No log | 4.9123 | 280 | 0.6487 | 0.5887 | 0.6487 | 0.8054 |
192
+ | No log | 4.9474 | 282 | 0.8978 | 0.4489 | 0.8978 | 0.9475 |
193
+ | No log | 4.9825 | 284 | 1.2909 | 0.3583 | 1.2909 | 1.1362 |
194
+ | No log | 5.0175 | 286 | 1.1593 | 0.3769 | 1.1593 | 1.0767 |
195
+ | No log | 5.0526 | 288 | 0.8110 | 0.4323 | 0.8110 | 0.9005 |
196
+ | No log | 5.0877 | 290 | 0.5749 | 0.4701 | 0.5749 | 0.7582 |
197
+ | No log | 5.1228 | 292 | 0.5823 | 0.4554 | 0.5823 | 0.7631 |
198
+ | No log | 5.1579 | 294 | 0.5740 | 0.4835 | 0.5740 | 0.7576 |
199
+ | No log | 5.1930 | 296 | 0.5778 | 0.5004 | 0.5778 | 0.7601 |
200
+ | No log | 5.2281 | 298 | 0.6693 | 0.4819 | 0.6693 | 0.8181 |
201
+ | No log | 5.2632 | 300 | 0.9137 | 0.4358 | 0.9137 | 0.9559 |
202
+ | No log | 5.2982 | 302 | 0.9006 | 0.4408 | 0.9006 | 0.9490 |
203
+ | No log | 5.3333 | 304 | 0.7023 | 0.5261 | 0.7023 | 0.8380 |
204
+ | No log | 5.3684 | 306 | 0.6072 | 0.5555 | 0.6072 | 0.7792 |
205
+ | No log | 5.4035 | 308 | 0.5894 | 0.5741 | 0.5894 | 0.7678 |
206
+ | No log | 5.4386 | 310 | 0.5868 | 0.5688 | 0.5868 | 0.7660 |
207
+ | No log | 5.4737 | 312 | 0.6546 | 0.5099 | 0.6546 | 0.8091 |
208
+ | No log | 5.5088 | 314 | 0.6558 | 0.5088 | 0.6558 | 0.8098 |
209
+ | No log | 5.5439 | 316 | 0.5945 | 0.5609 | 0.5945 | 0.7711 |
210
+ | No log | 5.5789 | 318 | 0.5817 | 0.5565 | 0.5817 | 0.7627 |
211
+ | No log | 5.6140 | 320 | 0.6265 | 0.5756 | 0.6265 | 0.7915 |
212
+ | No log | 5.6491 | 322 | 0.7292 | 0.4899 | 0.7292 | 0.8539 |
213
+ | No log | 5.6842 | 324 | 0.7700 | 0.5018 | 0.7700 | 0.8775 |
214
+ | No log | 5.7193 | 326 | 0.7657 | 0.5137 | 0.7657 | 0.8751 |
215
+ | No log | 5.7544 | 328 | 0.6497 | 0.5240 | 0.6497 | 0.8060 |
216
+ | No log | 5.7895 | 330 | 0.6097 | 0.5496 | 0.6097 | 0.7808 |
217
+ | No log | 5.8246 | 332 | 0.6004 | 0.5078 | 0.6004 | 0.7749 |
218
+ | No log | 5.8596 | 334 | 0.5931 | 0.5024 | 0.5931 | 0.7701 |
219
+ | No log | 5.8947 | 336 | 0.6333 | 0.4982 | 0.6333 | 0.7958 |
220
+ | No log | 5.9298 | 338 | 0.7979 | 0.4194 | 0.7979 | 0.8933 |
221
+ | No log | 5.9649 | 340 | 0.9604 | 0.4360 | 0.9604 | 0.9800 |
222
+ | No log | 6.0 | 342 | 0.9890 | 0.4188 | 0.9890 | 0.9945 |
223
+ | No log | 6.0351 | 344 | 0.8290 | 0.4166 | 0.8290 | 0.9105 |
224
+ | No log | 6.0702 | 346 | 0.6429 | 0.4802 | 0.6429 | 0.8018 |
225
+ | No log | 6.1053 | 348 | 0.6091 | 0.4971 | 0.6091 | 0.7805 |
226
+ | No log | 6.1404 | 350 | 0.6816 | 0.4629 | 0.6816 | 0.8256 |
227
+ | No log | 6.1754 | 352 | 0.6676 | 0.4638 | 0.6676 | 0.8171 |
228
+ | No log | 6.2105 | 354 | 0.6201 | 0.5122 | 0.6201 | 0.7875 |
229
+ | No log | 6.2456 | 356 | 0.5867 | 0.4970 | 0.5867 | 0.7659 |
230
+ | No log | 6.2807 | 358 | 0.5787 | 0.4569 | 0.5787 | 0.7607 |
231
+ | No log | 6.3158 | 360 | 0.5799 | 0.4529 | 0.5799 | 0.7615 |
232
+ | No log | 6.3509 | 362 | 0.6280 | 0.5026 | 0.6280 | 0.7925 |
233
+ | No log | 6.3860 | 364 | 0.6763 | 0.5076 | 0.6763 | 0.8224 |
234
+ | No log | 6.4211 | 366 | 0.6443 | 0.5388 | 0.6443 | 0.8027 |
235
+ | No log | 6.4561 | 368 | 0.6035 | 0.5556 | 0.6035 | 0.7768 |
236
+ | No log | 6.4912 | 370 | 0.5941 | 0.5574 | 0.5941 | 0.7708 |
237
+ | No log | 6.5263 | 372 | 0.5938 | 0.5549 | 0.5938 | 0.7706 |
238
+ | No log | 6.5614 | 374 | 0.5795 | 0.5747 | 0.5795 | 0.7613 |
239
+ | No log | 6.5965 | 376 | 0.5802 | 0.5325 | 0.5802 | 0.7617 |
240
+ | No log | 6.6316 | 378 | 0.5883 | 0.5499 | 0.5883 | 0.7670 |
241
+ | No log | 6.6667 | 380 | 0.5709 | 0.5583 | 0.5709 | 0.7556 |
242
+ | No log | 6.7018 | 382 | 0.5442 | 0.4867 | 0.5442 | 0.7377 |
243
+ | No log | 6.7368 | 384 | 0.5724 | 0.4228 | 0.5724 | 0.7566 |
244
+ | No log | 6.7719 | 386 | 0.6675 | 0.5028 | 0.6675 | 0.8170 |
245
+ | No log | 6.8070 | 388 | 0.7092 | 0.4925 | 0.7092 | 0.8421 |
246
+ | No log | 6.8421 | 390 | 0.6538 | 0.5015 | 0.6538 | 0.8086 |
247
+ | No log | 6.8772 | 392 | 0.6418 | 0.4751 | 0.6418 | 0.8011 |
248
+ | No log | 6.9123 | 394 | 0.6881 | 0.4774 | 0.6881 | 0.8295 |
249
+ | No log | 6.9474 | 396 | 0.7097 | 0.4939 | 0.7097 | 0.8424 |
250
+ | No log | 6.9825 | 398 | 0.7442 | 0.4989 | 0.7442 | 0.8627 |
251
+ | No log | 7.0175 | 400 | 0.6841 | 0.4744 | 0.6841 | 0.8271 |
252
+ | No log | 7.0526 | 402 | 0.6013 | 0.4802 | 0.6013 | 0.7755 |
253
+ | No log | 7.0877 | 404 | 0.5744 | 0.4590 | 0.5744 | 0.7579 |
254
+ | No log | 7.1228 | 406 | 0.5804 | 0.5740 | 0.5804 | 0.7618 |
255
+ | No log | 7.1579 | 408 | 0.6169 | 0.5037 | 0.6169 | 0.7854 |
256
+ | No log | 7.1930 | 410 | 0.6257 | 0.4761 | 0.6257 | 0.7910 |
257
+ | No log | 7.2281 | 412 | 0.6055 | 0.5721 | 0.6055 | 0.7781 |
258
+ | No log | 7.2632 | 414 | 0.6441 | 0.4761 | 0.6441 | 0.8025 |
259
+ | No log | 7.2982 | 416 | 0.6317 | 0.4651 | 0.6317 | 0.7948 |
260
+ | No log | 7.3333 | 418 | 0.5953 | 0.5130 | 0.5953 | 0.7715 |
261
+ | No log | 7.3684 | 420 | 0.5779 | 0.5757 | 0.5779 | 0.7602 |
262
+ | No log | 7.4035 | 422 | 0.5760 | 0.5978 | 0.5760 | 0.7589 |
263
+ | No log | 7.4386 | 424 | 0.5566 | 0.5228 | 0.5566 | 0.7460 |
264
+ | No log | 7.4737 | 426 | 0.5679 | 0.5115 | 0.5679 | 0.7536 |
265
+ | No log | 7.5088 | 428 | 0.5940 | 0.5472 | 0.5940 | 0.7707 |
266
+ | No log | 7.5439 | 430 | 0.5951 | 0.6098 | 0.5951 | 0.7714 |
267
+ | No log | 7.5789 | 432 | 0.5951 | 0.5804 | 0.5951 | 0.7714 |
268
+ | No log | 7.6140 | 434 | 0.6048 | 0.5600 | 0.6048 | 0.7777 |
269
+ | No log | 7.6491 | 436 | 0.5687 | 0.5897 | 0.5687 | 0.7541 |
270
+ | No log | 7.6842 | 438 | 0.5382 | 0.4764 | 0.5382 | 0.7336 |
271
+ | No log | 7.7193 | 440 | 0.5402 | 0.4522 | 0.5402 | 0.7350 |
272
+ | No log | 7.7544 | 442 | 0.5745 | 0.4876 | 0.5745 | 0.7579 |
273
+ | No log | 7.7895 | 444 | 0.5968 | 0.4876 | 0.5968 | 0.7726 |
274
+ | No log | 7.8246 | 446 | 0.5796 | 0.4997 | 0.5796 | 0.7613 |
275
+ | No log | 7.8596 | 448 | 0.5769 | 0.5801 | 0.5769 | 0.7595 |
276
+ | No log | 7.8947 | 450 | 0.5852 | 0.5633 | 0.5852 | 0.7650 |
277
+ | No log | 7.9298 | 452 | 0.6017 | 0.4811 | 0.6017 | 0.7757 |
278
+ | No log | 7.9649 | 454 | 0.7010 | 0.4708 | 0.7010 | 0.8373 |
279
+ | No log | 8.0 | 456 | 0.7945 | 0.4792 | 0.7945 | 0.8914 |
280
+ | No log | 8.0351 | 458 | 0.8138 | 0.4696 | 0.8138 | 0.9021 |
281
+ | No log | 8.0702 | 460 | 0.8077 | 0.4688 | 0.8077 | 0.8987 |
282
+ | No log | 8.1053 | 462 | 0.8004 | 0.4184 | 0.8004 | 0.8947 |
283
+ | No log | 8.1404 | 464 | 0.8631 | 0.3898 | 0.8631 | 0.9291 |
284
+ | No log | 8.1754 | 466 | 0.7699 | 0.4073 | 0.7699 | 0.8774 |
285
+ | No log | 8.2105 | 468 | 0.7060 | 0.4404 | 0.7060 | 0.8402 |
286
+ | No log | 8.2456 | 470 | 0.6525 | 0.4879 | 0.6525 | 0.8078 |
287
+ | No log | 8.2807 | 472 | 0.6207 | 0.4642 | 0.6207 | 0.7878 |
288
+ | No log | 8.3158 | 474 | 0.6131 | 0.4652 | 0.6131 | 0.7830 |
289
+ | No log | 8.3509 | 476 | 0.6117 | 0.4635 | 0.6117 | 0.7821 |
290
+ | No log | 8.3860 | 478 | 0.6114 | 0.4635 | 0.6114 | 0.7819 |
291
+ | No log | 8.4211 | 480 | 0.6114 | 0.4618 | 0.6114 | 0.7820 |
292
+ | No log | 8.4561 | 482 | 0.6192 | 0.4618 | 0.6192 | 0.7869 |
293
+ | No log | 8.4912 | 484 | 0.6376 | 0.4513 | 0.6376 | 0.7985 |
294
+ | No log | 8.5263 | 486 | 0.6895 | 0.4211 | 0.6895 | 0.8304 |
295
+ | No log | 8.5614 | 488 | 0.7537 | 0.4231 | 0.7537 | 0.8681 |
296
+ | No log | 8.5965 | 490 | 0.7147 | 0.4261 | 0.7147 | 0.8454 |
297
+ | No log | 8.6316 | 492 | 0.6721 | 0.4819 | 0.6721 | 0.8198 |
298
+ | No log | 8.6667 | 494 | 0.7011 | 0.4856 | 0.7011 | 0.8373 |
299
+ | No log | 8.7018 | 496 | 0.6877 | 0.5039 | 0.6877 | 0.8293 |
300
+ | No log | 8.7368 | 498 | 0.6402 | 0.3946 | 0.6402 | 0.8001 |
301
+ | 0.3529 | 8.7719 | 500 | 0.6092 | 0.3878 | 0.6092 | 0.7805 |
302
+ | 0.3529 | 8.8070 | 502 | 0.5936 | 0.4278 | 0.5936 | 0.7705 |
303
+ | 0.3529 | 8.8421 | 504 | 0.5904 | 0.4937 | 0.5904 | 0.7683 |
304
+ | 0.3529 | 8.8772 | 506 | 0.5980 | 0.4733 | 0.5980 | 0.7733 |
305
+ | 0.3529 | 8.9123 | 508 | 0.6229 | 0.4714 | 0.6229 | 0.7892 |
306
+ | 0.3529 | 8.9474 | 510 | 0.6497 | 0.4419 | 0.6497 | 0.8061 |
307
+ | 0.3529 | 8.9825 | 512 | 0.6420 | 0.4574 | 0.6420 | 0.8013 |
308
+ | 0.3529 | 9.0175 | 514 | 0.6317 | 0.5564 | 0.6317 | 0.7948 |
309
+ | 0.3529 | 9.0526 | 516 | 0.6242 | 0.5083 | 0.6242 | 0.7901 |
310
+ | 0.3529 | 9.0877 | 518 | 0.6339 | 0.4380 | 0.6339 | 0.7962 |
311
+ | 0.3529 | 9.1228 | 520 | 0.6572 | 0.4458 | 0.6572 | 0.8106 |
312
+ | 0.3529 | 9.1579 | 522 | 0.7095 | 0.4663 | 0.7095 | 0.8423 |
313
+ | 0.3529 | 9.1930 | 524 | 0.8383 | 0.3898 | 0.8383 | 0.9156 |
314
+ | 0.3529 | 9.2281 | 526 | 0.8859 | 0.3980 | 0.8859 | 0.9412 |
315
+ | 0.3529 | 9.2632 | 528 | 0.8601 | 0.3922 | 0.8601 | 0.9274 |
316
+ | 0.3529 | 9.2982 | 530 | 0.7189 | 0.4287 | 0.7189 | 0.8479 |
317
+ | 0.3529 | 9.3333 | 532 | 0.6894 | 0.4137 | 0.6894 | 0.8303 |
318
+ | 0.3529 | 9.3684 | 534 | 0.7282 | 0.4259 | 0.7282 | 0.8534 |
319
+ | 0.3529 | 9.4035 | 536 | 0.8314 | 0.3750 | 0.8314 | 0.9118 |
320
+ | 0.3529 | 9.4386 | 538 | 0.8955 | 0.4041 | 0.8955 | 0.9463 |
321
+ | 0.3529 | 9.4737 | 540 | 0.7745 | 0.4086 | 0.7745 | 0.8800 |
322
+ | 0.3529 | 9.5088 | 542 | 0.7018 | 0.4554 | 0.7018 | 0.8378 |
323
+ | 0.3529 | 9.5439 | 544 | 0.6707 | 0.4576 | 0.6707 | 0.8190 |
324
+ | 0.3529 | 9.5789 | 546 | 0.7147 | 0.4545 | 0.7147 | 0.8454 |
325
+ | 0.3529 | 9.6140 | 548 | 0.7068 | 0.4465 | 0.7068 | 0.8407 |
326
+ | 0.3529 | 9.6491 | 550 | 0.6747 | 0.4893 | 0.6747 | 0.8214 |
327
+ | 0.3529 | 9.6842 | 552 | 0.6182 | 0.4339 | 0.6182 | 0.7863 |
328
+ | 0.3529 | 9.7193 | 554 | 0.5893 | 0.4163 | 0.5893 | 0.7677 |
329
+ | 0.3529 | 9.7544 | 556 | 0.6212 | 0.4405 | 0.6212 | 0.7881 |
330
+ | 0.3529 | 9.7895 | 558 | 0.6551 | 0.4424 | 0.6551 | 0.8094 |
331
+ | 0.3529 | 9.8246 | 560 | 0.6519 | 0.4335 | 0.6519 | 0.8074 |
332
+ | 0.3529 | 9.8596 | 562 | 0.6133 | 0.4520 | 0.6133 | 0.7831 |
333
+ | 0.3529 | 9.8947 | 564 | 0.5932 | 0.4715 | 0.5932 | 0.7702 |
334
+ | 0.3529 | 9.9298 | 566 | 0.5853 | 0.4674 | 0.5853 | 0.7650 |
335
+ | 0.3529 | 9.9649 | 568 | 0.5660 | 0.4774 | 0.5660 | 0.7523 |
336
+ | 0.3529 | 10.0 | 570 | 0.5622 | 0.4723 | 0.5622 | 0.7498 |
337
+ | 0.3529 | 10.0351 | 572 | 0.5741 | 0.4811 | 0.5741 | 0.7577 |
338
+ | 0.3529 | 10.0702 | 574 | 0.5625 | 0.4781 | 0.5625 | 0.7500 |
339
+ | 0.3529 | 10.1053 | 576 | 0.5480 | 0.4899 | 0.5480 | 0.7403 |
340
+ | 0.3529 | 10.1404 | 578 | 0.5957 | 0.5536 | 0.5957 | 0.7718 |
341
+ | 0.3529 | 10.1754 | 580 | 0.6111 | 0.5350 | 0.6111 | 0.7817 |
342
+ | 0.3529 | 10.2105 | 582 | 0.5691 | 0.5327 | 0.5691 | 0.7544 |
343
+ | 0.3529 | 10.2456 | 584 | 0.5500 | 0.4592 | 0.5500 | 0.7416 |
344
+ | 0.3529 | 10.2807 | 586 | 0.5702 | 0.4130 | 0.5702 | 0.7551 |
345
+ | 0.3529 | 10.3158 | 588 | 0.5621 | 0.4471 | 0.5621 | 0.7497 |
346
+ | 0.3529 | 10.3509 | 590 | 0.5499 | 0.4880 | 0.5499 | 0.7416 |
347
+ | 0.3529 | 10.3860 | 592 | 0.5607 | 0.5230 | 0.5607 | 0.7488 |
348
+ | 0.3529 | 10.4211 | 594 | 0.5781 | 0.6142 | 0.5781 | 0.7603 |
349
+ | 0.3529 | 10.4561 | 596 | 0.5635 | 0.5240 | 0.5635 | 0.7507 |
350
+ | 0.3529 | 10.4912 | 598 | 0.5693 | 0.4951 | 0.5693 | 0.7546 |
351
+ | 0.3529 | 10.5263 | 600 | 0.6846 | 0.4523 | 0.6846 | 0.8274 |
352
+ | 0.3529 | 10.5614 | 602 | 0.7466 | 0.4488 | 0.7466 | 0.8641 |
353
+ | 0.3529 | 10.5965 | 604 | 0.6832 | 0.4904 | 0.6832 | 0.8266 |
354
+ | 0.3529 | 10.6316 | 606 | 0.5981 | 0.5317 | 0.5981 | 0.7734 |
355
+ | 0.3529 | 10.6667 | 608 | 0.5838 | 0.5031 | 0.5838 | 0.7641 |
356
+ | 0.3529 | 10.7018 | 610 | 0.5901 | 0.4837 | 0.5901 | 0.7682 |
357
+ | 0.3529 | 10.7368 | 612 | 0.6305 | 0.5320 | 0.6305 | 0.7940 |
358
+ | 0.3529 | 10.7719 | 614 | 0.6777 | 0.5132 | 0.6777 | 0.8232 |
359
+ | 0.3529 | 10.8070 | 616 | 0.6933 | 0.4949 | 0.6933 | 0.8326 |
360
+ | 0.3529 | 10.8421 | 618 | 0.6475 | 0.5140 | 0.6475 | 0.8047 |
361
+ | 0.3529 | 10.8772 | 620 | 0.6004 | 0.4958 | 0.6004 | 0.7749 |
362
+ | 0.3529 | 10.9123 | 622 | 0.5839 | 0.4748 | 0.5839 | 0.7641 |
363
+ | 0.3529 | 10.9474 | 624 | 0.5824 | 0.4601 | 0.5824 | 0.7632 |
364
+ | 0.3529 | 10.9825 | 626 | 0.5634 | 0.4672 | 0.5634 | 0.7506 |
365
+ | 0.3529 | 11.0175 | 628 | 0.5810 | 0.4830 | 0.5810 | 0.7622 |
366
+ | 0.3529 | 11.0526 | 630 | 0.5926 | 0.4785 | 0.5926 | 0.7698 |
367
+ | 0.3529 | 11.0877 | 632 | 0.5686 | 0.4773 | 0.5686 | 0.7540 |
368
+ | 0.3529 | 11.1228 | 634 | 0.5533 | 0.4698 | 0.5533 | 0.7438 |
369
+ | 0.3529 | 11.1579 | 636 | 0.5810 | 0.4488 | 0.5810 | 0.7623 |
370
+ | 0.3529 | 11.1930 | 638 | 0.6635 | 0.4081 | 0.6635 | 0.8145 |
371
+ | 0.3529 | 11.2281 | 640 | 0.6967 | 0.4357 | 0.6967 | 0.8347 |
372
+ | 0.3529 | 11.2632 | 642 | 0.6519 | 0.4529 | 0.6519 | 0.8074 |
373
+ | 0.3529 | 11.2982 | 644 | 0.5901 | 0.5242 | 0.5901 | 0.7682 |
374
+ | 0.3529 | 11.3333 | 646 | 0.5809 | 0.5236 | 0.5809 | 0.7622 |
375
+ | 0.3529 | 11.3684 | 648 | 0.5768 | 0.5282 | 0.5768 | 0.7595 |
376
+ | 0.3529 | 11.4035 | 650 | 0.5769 | 0.5420 | 0.5769 | 0.7595 |
377
+ | 0.3529 | 11.4386 | 652 | 0.5798 | 0.5170 | 0.5798 | 0.7615 |
378
+ | 0.3529 | 11.4737 | 654 | 0.5803 | 0.5025 | 0.5803 | 0.7618 |
379
+ | 0.3529 | 11.5088 | 656 | 0.5686 | 0.4422 | 0.5686 | 0.7541 |
380
+ | 0.3529 | 11.5439 | 658 | 0.5607 | 0.4533 | 0.5607 | 0.7488 |
381
+ | 0.3529 | 11.5789 | 660 | 0.5644 | 0.4793 | 0.5644 | 0.7513 |
382
+ | 0.3529 | 11.6140 | 662 | 0.5641 | 0.4952 | 0.5641 | 0.7510 |
383
+ | 0.3529 | 11.6491 | 664 | 0.5640 | 0.5089 | 0.5640 | 0.7510 |
384
+ | 0.3529 | 11.6842 | 666 | 0.5611 | 0.4752 | 0.5611 | 0.7491 |
385
+ | 0.3529 | 11.7193 | 668 | 0.5646 | 0.4900 | 0.5646 | 0.7514 |
386
+ | 0.3529 | 11.7544 | 670 | 0.5766 | 0.4697 | 0.5766 | 0.7593 |
387
+ | 0.3529 | 11.7895 | 672 | 0.5810 | 0.4930 | 0.5810 | 0.7622 |
388
+ | 0.3529 | 11.8246 | 674 | 0.5707 | 0.5254 | 0.5707 | 0.7554 |
389
+ | 0.3529 | 11.8596 | 676 | 0.5654 | 0.5151 | 0.5654 | 0.7519 |
390
+ | 0.3529 | 11.8947 | 678 | 0.5928 | 0.4773 | 0.5928 | 0.7700 |
391
+ | 0.3529 | 11.9298 | 680 | 0.6210 | 0.4495 | 0.6210 | 0.7880 |
392
+ | 0.3529 | 11.9649 | 682 | 0.6026 | 0.4557 | 0.6026 | 0.7763 |
393
+ | 0.3529 | 12.0 | 684 | 0.5674 | 0.4427 | 0.5674 | 0.7532 |
394
+ | 0.3529 | 12.0351 | 686 | 0.5688 | 0.5552 | 0.5688 | 0.7542 |
395
+ | 0.3529 | 12.0702 | 688 | 0.5939 | 0.5587 | 0.5939 | 0.7707 |
396
+ | 0.3529 | 12.1053 | 690 | 0.5959 | 0.5495 | 0.5959 | 0.7719 |
397
+ | 0.3529 | 12.1404 | 692 | 0.5715 | 0.5632 | 0.5715 | 0.7560 |
398
+ | 0.3529 | 12.1754 | 694 | 0.5479 | 0.5205 | 0.5479 | 0.7402 |
399
+ | 0.3529 | 12.2105 | 696 | 0.5659 | 0.4190 | 0.5659 | 0.7523 |
400
+ | 0.3529 | 12.2456 | 698 | 0.5981 | 0.4448 | 0.5981 | 0.7734 |
401
+ | 0.3529 | 12.2807 | 700 | 0.5859 | 0.4512 | 0.5859 | 0.7654 |
402
+ | 0.3529 | 12.3158 | 702 | 0.5523 | 0.4822 | 0.5523 | 0.7432 |
403
+ | 0.3529 | 12.3509 | 704 | 0.5585 | 0.6162 | 0.5585 | 0.7473 |
404
+ | 0.3529 | 12.3860 | 706 | 0.5821 | 0.5871 | 0.5821 | 0.7630 |
405
+ | 0.3529 | 12.4211 | 708 | 0.5641 | 0.6390 | 0.5641 | 0.7511 |
406
+ | 0.3529 | 12.4561 | 710 | 0.5432 | 0.5922 | 0.5432 | 0.7370 |
407
+ | 0.3529 | 12.4912 | 712 | 0.5692 | 0.4978 | 0.5692 | 0.7544 |
408
+ | 0.3529 | 12.5263 | 714 | 0.5875 | 0.4850 | 0.5875 | 0.7665 |
409
+ | 0.3529 | 12.5614 | 716 | 0.5947 | 0.5101 | 0.5947 | 0.7712 |
410
+ | 0.3529 | 12.5965 | 718 | 0.5869 | 0.5286 | 0.5869 | 0.7661 |
411
+ | 0.3529 | 12.6316 | 720 | 0.5937 | 0.5162 | 0.5937 | 0.7705 |
412
+ | 0.3529 | 12.6667 | 722 | 0.5856 | 0.5029 | 0.5856 | 0.7653 |
413
+ | 0.3529 | 12.7018 | 724 | 0.5855 | 0.5248 | 0.5855 | 0.7652 |
414
+ | 0.3529 | 12.7368 | 726 | 0.5646 | 0.5258 | 0.5646 | 0.7514 |
415
+ | 0.3529 | 12.7719 | 728 | 0.5475 | 0.5333 | 0.5475 | 0.7399 |
416
+ | 0.3529 | 12.8070 | 730 | 0.5470 | 0.5376 | 0.5470 | 0.7396 |
417
+ | 0.3529 | 12.8421 | 732 | 0.5432 | 0.5253 | 0.5432 | 0.7370 |
418
+ | 0.3529 | 12.8772 | 734 | 0.5401 | 0.5429 | 0.5401 | 0.7349 |
419
+ | 0.3529 | 12.9123 | 736 | 0.5477 | 0.5119 | 0.5477 | 0.7401 |
420
+ | 0.3529 | 12.9474 | 738 | 0.5547 | 0.5548 | 0.5547 | 0.7448 |
421
+ | 0.3529 | 12.9825 | 740 | 0.5532 | 0.5756 | 0.5532 | 0.7437 |
422
+ | 0.3529 | 13.0175 | 742 | 0.5594 | 0.5391 | 0.5594 | 0.7479 |
423
+ | 0.3529 | 13.0526 | 744 | 0.5798 | 0.5324 | 0.5798 | 0.7614 |
424
+ | 0.3529 | 13.0877 | 746 | 0.5750 | 0.5179 | 0.5750 | 0.7583 |
425
+ | 0.3529 | 13.1228 | 748 | 0.5699 | 0.5454 | 0.5699 | 0.7549 |
426
+ | 0.3529 | 13.1579 | 750 | 0.5880 | 0.5283 | 0.5880 | 0.7668 |
427
+ | 0.3529 | 13.1930 | 752 | 0.6180 | 0.5073 | 0.6180 | 0.7861 |
428
+ | 0.3529 | 13.2281 | 754 | 0.6257 | 0.4728 | 0.6257 | 0.7910 |
429
+ | 0.3529 | 13.2632 | 756 | 0.6201 | 0.4893 | 0.6201 | 0.7875 |
430
+ | 0.3529 | 13.2982 | 758 | 0.5839 | 0.5135 | 0.5839 | 0.7642 |
431
+ | 0.3529 | 13.3333 | 760 | 0.5672 | 0.4882 | 0.5672 | 0.7531 |
432
+ | 0.3529 | 13.3684 | 762 | 0.5603 | 0.4816 | 0.5603 | 0.7485 |
433
+ | 0.3529 | 13.4035 | 764 | 0.5599 | 0.4788 | 0.5599 | 0.7483 |
434
+ | 0.3529 | 13.4386 | 766 | 0.5636 | 0.4788 | 0.5636 | 0.7507 |
435
+ | 0.3529 | 13.4737 | 768 | 0.5665 | 0.4788 | 0.5665 | 0.7527 |
436
+ | 0.3529 | 13.5088 | 770 | 0.5735 | 0.5249 | 0.5735 | 0.7573 |
437
+ | 0.3529 | 13.5439 | 772 | 0.5748 | 0.4883 | 0.5748 | 0.7582 |
438
+ | 0.3529 | 13.5789 | 774 | 0.5663 | 0.5051 | 0.5663 | 0.7526 |
439
+ | 0.3529 | 13.6140 | 776 | 0.5665 | 0.4498 | 0.5665 | 0.7526 |
440
+ | 0.3529 | 13.6491 | 778 | 0.5622 | 0.4925 | 0.5622 | 0.7498 |
441
+ | 0.3529 | 13.6842 | 780 | 0.5564 | 0.4788 | 0.5564 | 0.7459 |
442
+ | 0.3529 | 13.7193 | 782 | 0.5607 | 0.5071 | 0.5607 | 0.7488 |
443
+ | 0.3529 | 13.7544 | 784 | 0.5638 | 0.4934 | 0.5638 | 0.7509 |
444
+ | 0.3529 | 13.7895 | 786 | 0.5722 | 0.5041 | 0.5722 | 0.7564 |
445
+ | 0.3529 | 13.8246 | 788 | 0.5772 | 0.5276 | 0.5772 | 0.7597 |
446
+ | 0.3529 | 13.8596 | 790 | 0.5864 | 0.5316 | 0.5864 | 0.7658 |
447
+ | 0.3529 | 13.8947 | 792 | 0.5972 | 0.5164 | 0.5972 | 0.7728 |
448
+ | 0.3529 | 13.9298 | 794 | 0.6066 | 0.5116 | 0.6066 | 0.7788 |
449
+ | 0.3529 | 13.9649 | 796 | 0.6013 | 0.5071 | 0.6013 | 0.7754 |
450
+ | 0.3529 | 14.0 | 798 | 0.5911 | 0.4894 | 0.5911 | 0.7689 |
451
+ | 0.3529 | 14.0351 | 800 | 0.5977 | 0.4912 | 0.5977 | 0.7731 |
452
+ | 0.3529 | 14.0702 | 802 | 0.6053 | 0.4596 | 0.6053 | 0.7780 |
453
+ | 0.3529 | 14.1053 | 804 | 0.5862 | 0.4646 | 0.5862 | 0.7656 |
454
+ | 0.3529 | 14.1404 | 806 | 0.5744 | 0.4885 | 0.5744 | 0.7579 |
455
+ | 0.3529 | 14.1754 | 808 | 0.5669 | 0.4714 | 0.5669 | 0.7529 |
456
+ | 0.3529 | 14.2105 | 810 | 0.5700 | 0.4962 | 0.5700 | 0.7550 |
457
+ | 0.3529 | 14.2456 | 812 | 0.5681 | 0.4962 | 0.5681 | 0.7537 |
458
+ | 0.3529 | 14.2807 | 814 | 0.5647 | 0.4763 | 0.5647 | 0.7515 |
459
+ | 0.3529 | 14.3158 | 816 | 0.5676 | 0.4963 | 0.5676 | 0.7534 |
460
+ | 0.3529 | 14.3509 | 818 | 0.5874 | 0.5791 | 0.5874 | 0.7664 |
461
+ | 0.3529 | 14.3860 | 820 | 0.6056 | 0.5559 | 0.6056 | 0.7782 |
462
+ | 0.3529 | 14.4211 | 822 | 0.5847 | 0.5832 | 0.5847 | 0.7646 |
463
+ | 0.3529 | 14.4561 | 824 | 0.6118 | 0.5358 | 0.6118 | 0.7822 |
464
+ | 0.3529 | 14.4912 | 826 | 0.7370 | 0.5082 | 0.7370 | 0.8585 |
465
+ | 0.3529 | 14.5263 | 828 | 0.7789 | 0.4938 | 0.7789 | 0.8826 |
466
+ | 0.3529 | 14.5614 | 830 | 0.7105 | 0.5107 | 0.7105 | 0.8429 |
467
+ | 0.3529 | 14.5965 | 832 | 0.6046 | 0.4971 | 0.6046 | 0.7775 |
468
+ | 0.3529 | 14.6316 | 834 | 0.5717 | 0.4878 | 0.5717 | 0.7561 |
469
+ | 0.3529 | 14.6667 | 836 | 0.5729 | 0.4928 | 0.5729 | 0.7569 |
470
+ | 0.3529 | 14.7018 | 838 | 0.5775 | 0.4827 | 0.5775 | 0.7599 |
471
+ | 0.3529 | 14.7368 | 840 | 0.6227 | 0.5147 | 0.6227 | 0.7891 |
472
+ | 0.3529 | 14.7719 | 842 | 0.7209 | 0.4896 | 0.7209 | 0.8490 |
473
+ | 0.3529 | 14.8070 | 844 | 0.7722 | 0.4773 | 0.7722 | 0.8787 |
474
+ | 0.3529 | 14.8421 | 846 | 0.7226 | 0.4651 | 0.7226 | 0.8500 |
475
+ | 0.3529 | 14.8772 | 848 | 0.6254 | 0.5082 | 0.6254 | 0.7908 |
476
+ | 0.3529 | 14.9123 | 850 | 0.5762 | 0.4888 | 0.5762 | 0.7591 |
477
+ | 0.3529 | 14.9474 | 852 | 0.5759 | 0.5219 | 0.5759 | 0.7589 |
478
+ | 0.3529 | 14.9825 | 854 | 0.5727 | 0.5265 | 0.5727 | 0.7568 |
479
+ | 0.3529 | 15.0175 | 856 | 0.5652 | 0.4890 | 0.5652 | 0.7518 |
480
+ | 0.3529 | 15.0526 | 858 | 0.5758 | 0.5257 | 0.5758 | 0.7588 |
481
+ | 0.3529 | 15.0877 | 860 | 0.5839 | 0.4823 | 0.5839 | 0.7642 |
482
+ | 0.3529 | 15.1228 | 862 | 0.5840 | 0.4812 | 0.5840 | 0.7642 |
483
+ | 0.3529 | 15.1579 | 864 | 0.5726 | 0.5265 | 0.5726 | 0.7567 |
484
+ | 0.3529 | 15.1930 | 866 | 0.5663 | 0.4888 | 0.5663 | 0.7526 |
485
+ | 0.3529 | 15.2281 | 868 | 0.5751 | 0.5051 | 0.5751 | 0.7584 |
486
+ | 0.3529 | 15.2632 | 870 | 0.5829 | 0.5051 | 0.5829 | 0.7635 |
487
+ | 0.3529 | 15.2982 | 872 | 0.5853 | 0.5051 | 0.5853 | 0.7651 |
488
+ | 0.3529 | 15.3333 | 874 | 0.5804 | 0.5112 | 0.5804 | 0.7618 |
489
+ | 0.3529 | 15.3684 | 876 | 0.5713 | 0.5121 | 0.5713 | 0.7558 |
490
+ | 0.3529 | 15.4035 | 878 | 0.5653 | 0.5136 | 0.5653 | 0.7519 |
491
+ | 0.3529 | 15.4386 | 880 | 0.5699 | 0.5331 | 0.5699 | 0.7549 |
492
+ | 0.3529 | 15.4737 | 882 | 0.5885 | 0.4983 | 0.5885 | 0.7671 |
493
+ | 0.3529 | 15.5088 | 884 | 0.6364 | 0.5041 | 0.6364 | 0.7977 |
494
+ | 0.3529 | 15.5439 | 886 | 0.6436 | 0.4913 | 0.6436 | 0.8022 |
495
+ | 0.3529 | 15.5789 | 888 | 0.6236 | 0.5161 | 0.6236 | 0.7897 |
496
+ | 0.3529 | 15.6140 | 890 | 0.5946 | 0.4895 | 0.5946 | 0.7711 |
497
+ | 0.3529 | 15.6491 | 892 | 0.5663 | 0.5061 | 0.5663 | 0.7525 |
498
+ | 0.3529 | 15.6842 | 894 | 0.5612 | 0.4726 | 0.5612 | 0.7492 |
499
+ | 0.3529 | 15.7193 | 896 | 0.5569 | 0.4662 | 0.5569 | 0.7462 |
500
+ | 0.3529 | 15.7544 | 898 | 0.5575 | 0.4714 | 0.5575 | 0.7467 |
501
+ | 0.3529 | 15.7895 | 900 | 0.5619 | 0.4983 | 0.5619 | 0.7496 |
502
+ | 0.3529 | 15.8246 | 902 | 0.5624 | 0.5019 | 0.5624 | 0.7499 |
503
+ | 0.3529 | 15.8596 | 904 | 0.5698 | 0.5483 | 0.5698 | 0.7549 |
504
+ | 0.3529 | 15.8947 | 906 | 0.5780 | 0.5421 | 0.5780 | 0.7603 |
505
+ | 0.3529 | 15.9298 | 908 | 0.5832 | 0.5203 | 0.5832 | 0.7637 |
506
+ | 0.3529 | 15.9649 | 910 | 0.5907 | 0.5230 | 0.5907 | 0.7685 |
507
+ | 0.3529 | 16.0 | 912 | 0.5985 | 0.5444 | 0.5985 | 0.7736 |
508
+ | 0.3529 | 16.0351 | 914 | 0.5800 | 0.4948 | 0.5800 | 0.7616 |
509
+ | 0.3529 | 16.0702 | 916 | 0.5751 | 0.4628 | 0.5751 | 0.7584 |
510
+ | 0.3529 | 16.1053 | 918 | 0.5955 | 0.4758 | 0.5955 | 0.7717 |
511
+ | 0.3529 | 16.1404 | 920 | 0.6078 | 0.4240 | 0.6078 | 0.7796 |
512
+ | 0.3529 | 16.1754 | 922 | 0.6260 | 0.4205 | 0.6260 | 0.7912 |
513
+ | 0.3529 | 16.2105 | 924 | 0.6500 | 0.4511 | 0.6500 | 0.8062 |
514
+ | 0.3529 | 16.2456 | 926 | 0.6636 | 0.4533 | 0.6636 | 0.8146 |
515
+ | 0.3529 | 16.2807 | 928 | 0.6354 | 0.4871 | 0.6354 | 0.7971 |
516
+ | 0.3529 | 16.3158 | 930 | 0.5933 | 0.4441 | 0.5933 | 0.7702 |
517
+ | 0.3529 | 16.3509 | 932 | 0.5740 | 0.4480 | 0.5740 | 0.7576 |
518
+ | 0.3529 | 16.3860 | 934 | 0.5636 | 0.3847 | 0.5636 | 0.7508 |
519
+ | 0.3529 | 16.4211 | 936 | 0.5746 | 0.4229 | 0.5746 | 0.7581 |
520
+ | 0.3529 | 16.4561 | 938 | 0.5952 | 0.4365 | 0.5952 | 0.7715 |
521
+ | 0.3529 | 16.4912 | 940 | 0.5780 | 0.4512 | 0.5780 | 0.7602 |
522
+ | 0.3529 | 16.5263 | 942 | 0.5581 | 0.5179 | 0.5581 | 0.7470 |
523
+ | 0.3529 | 16.5614 | 944 | 0.5550 | 0.5293 | 0.5550 | 0.7450 |
524
+ | 0.3529 | 16.5965 | 946 | 0.5771 | 0.5528 | 0.5771 | 0.7597 |
525
+ | 0.3529 | 16.6316 | 948 | 0.6077 | 0.5602 | 0.6077 | 0.7795 |
526
+ | 0.3529 | 16.6667 | 950 | 0.6063 | 0.5602 | 0.6063 | 0.7787 |
527
+ | 0.3529 | 16.7018 | 952 | 0.6040 | 0.5522 | 0.6040 | 0.7772 |
528
+ | 0.3529 | 16.7368 | 954 | 0.5834 | 0.5379 | 0.5834 | 0.7638 |
529
+ | 0.3529 | 16.7719 | 956 | 0.5518 | 0.5253 | 0.5518 | 0.7428 |
530
+ | 0.3529 | 16.8070 | 958 | 0.5429 | 0.6019 | 0.5429 | 0.7368 |
531
+ | 0.3529 | 16.8421 | 960 | 0.5400 | 0.5451 | 0.5400 | 0.7349 |
532
+ | 0.3529 | 16.8772 | 962 | 0.5499 | 0.5729 | 0.5499 | 0.7415 |
533
+ | 0.3529 | 16.9123 | 964 | 0.5559 | 0.5490 | 0.5559 | 0.7456 |
534
+ | 0.3529 | 16.9474 | 966 | 0.5806 | 0.5562 | 0.5806 | 0.7620 |
535
+ | 0.3529 | 16.9825 | 968 | 0.6133 | 0.5294 | 0.6133 | 0.7831 |
536
+ | 0.3529 | 17.0175 | 970 | 0.6151 | 0.5294 | 0.6151 | 0.7843 |
537
+ | 0.3529 | 17.0526 | 972 | 0.5756 | 0.5580 | 0.5756 | 0.7587 |
538
+ | 0.3529 | 17.0877 | 974 | 0.5586 | 0.5594 | 0.5586 | 0.7474 |
539
+ | 0.3529 | 17.1228 | 976 | 0.5312 | 0.5467 | 0.5312 | 0.7288 |
540
+ | 0.3529 | 17.1579 | 978 | 0.5212 | 0.5733 | 0.5212 | 0.7219 |
541
+ | 0.3529 | 17.1930 | 980 | 0.5424 | 0.5519 | 0.5424 | 0.7365 |
542
+ | 0.3529 | 17.2281 | 982 | 0.5749 | 0.5628 | 0.5749 | 0.7582 |
543
+ | 0.3529 | 17.2632 | 984 | 0.5590 | 0.5740 | 0.5590 | 0.7477 |
544
+ | 0.3529 | 17.2982 | 986 | 0.5339 | 0.5645 | 0.5339 | 0.7307 |
545
+ | 0.3529 | 17.3333 | 988 | 0.5315 | 0.5354 | 0.5315 | 0.7291 |
546
+ | 0.3529 | 17.3684 | 990 | 0.5801 | 0.4758 | 0.5801 | 0.7616 |
547
+ | 0.3529 | 17.4035 | 992 | 0.6578 | 0.4784 | 0.6578 | 0.8110 |
548
+ | 0.3529 | 17.4386 | 994 | 0.7374 | 0.4773 | 0.7374 | 0.8587 |
549
+ | 0.3529 | 17.4737 | 996 | 0.7076 | 0.4668 | 0.7076 | 0.8412 |
550
+ | 0.3529 | 17.5088 | 998 | 0.6303 | 0.5015 | 0.6303 | 0.7939 |
551
+ | 0.0707 | 17.5439 | 1000 | 0.5894 | 0.5150 | 0.5894 | 0.7678 |
552
+ | 0.0707 | 17.5789 | 1002 | 0.5598 | 0.5189 | 0.5598 | 0.7482 |
553
+ | 0.0707 | 17.6140 | 1004 | 0.5585 | 0.5371 | 0.5585 | 0.7473 |
554
+ | 0.0707 | 17.6491 | 1006 | 0.5685 | 0.5150 | 0.5685 | 0.7540 |
555
+ | 0.0707 | 17.6842 | 1008 | 0.5636 | 0.5156 | 0.5636 | 0.7508 |
556
+ | 0.0707 | 17.7193 | 1010 | 0.5634 | 0.5314 | 0.5634 | 0.7506 |
557
+ | 0.0707 | 17.7544 | 1012 | 0.5647 | 0.5305 | 0.5647 | 0.7515 |
558
+ | 0.0707 | 17.7895 | 1014 | 0.5607 | 0.5464 | 0.5607 | 0.7488 |
559
+ | 0.0707 | 17.8246 | 1016 | 0.5569 | 0.5156 | 0.5569 | 0.7462 |
560
+ | 0.0707 | 17.8596 | 1018 | 0.5571 | 0.5184 | 0.5571 | 0.7464 |
561
+ | 0.0707 | 17.8947 | 1020 | 0.5579 | 0.5276 | 0.5579 | 0.7469 |
562
+ | 0.0707 | 17.9298 | 1022 | 0.5549 | 0.5395 | 0.5549 | 0.7449 |
563
+ | 0.0707 | 17.9649 | 1024 | 0.5547 | 0.5616 | 0.5547 | 0.7448 |
564
+ | 0.0707 | 18.0 | 1026 | 0.5574 | 0.5553 | 0.5574 | 0.7466 |
565
+ | 0.0707 | 18.0351 | 1028 | 0.5605 | 0.5396 | 0.5605 | 0.7487 |
566
+ | 0.0707 | 18.0702 | 1030 | 0.5574 | 0.5215 | 0.5574 | 0.7466 |
567
+ | 0.0707 | 18.1053 | 1032 | 0.5575 | 0.5215 | 0.5575 | 0.7466 |
568
+ | 0.0707 | 18.1404 | 1034 | 0.5525 | 0.5347 | 0.5525 | 0.7433 |
569
+ | 0.0707 | 18.1754 | 1036 | 0.5518 | 0.5025 | 0.5518 | 0.7428 |
570
+ | 0.0707 | 18.2105 | 1038 | 0.5636 | 0.5137 | 0.5636 | 0.7507 |
571
+ | 0.0707 | 18.2456 | 1040 | 0.5587 | 0.5185 | 0.5587 | 0.7474 |
572
+ | 0.0707 | 18.2807 | 1042 | 0.5490 | 0.5231 | 0.5490 | 0.7410 |
573
+ | 0.0707 | 18.3158 | 1044 | 0.5509 | 0.5320 | 0.5509 | 0.7422 |
574
+ | 0.0707 | 18.3509 | 1046 | 0.5505 | 0.5257 | 0.5505 | 0.7420 |
575
+ | 0.0707 | 18.3860 | 1048 | 0.5507 | 0.5789 | 0.5507 | 0.7421 |
576
+ | 0.0707 | 18.4211 | 1050 | 0.5583 | 0.5669 | 0.5583 | 0.7472 |
577
+ | 0.0707 | 18.4561 | 1052 | 0.5572 | 0.5669 | 0.5572 | 0.7465 |
578
+ | 0.0707 | 18.4912 | 1054 | 0.5608 | 0.5426 | 0.5608 | 0.7489 |
579
+ | 0.0707 | 18.5263 | 1056 | 0.5537 | 0.5092 | 0.5537 | 0.7441 |
580
+ | 0.0707 | 18.5614 | 1058 | 0.5392 | 0.5339 | 0.5392 | 0.7343 |
581
+ | 0.0707 | 18.5965 | 1060 | 0.5334 | 0.5232 | 0.5334 | 0.7304 |
582
+ | 0.0707 | 18.6316 | 1062 | 0.5316 | 0.5297 | 0.5316 | 0.7291 |
583
+ | 0.0707 | 18.6667 | 1064 | 0.5352 | 0.5408 | 0.5352 | 0.7316 |
584
+ | 0.0707 | 18.7018 | 1066 | 0.5503 | 0.5189 | 0.5503 | 0.7418 |
585
+ | 0.0707 | 18.7368 | 1068 | 0.5969 | 0.5617 | 0.5969 | 0.7726 |
586
+ | 0.0707 | 18.7719 | 1070 | 0.6265 | 0.5643 | 0.6265 | 0.7915 |
587
+ | 0.0707 | 18.8070 | 1072 | 0.6281 | 0.5447 | 0.6281 | 0.7926 |
588
+ | 0.0707 | 18.8421 | 1074 | 0.5837 | 0.5734 | 0.5837 | 0.7640 |
589
+ | 0.0707 | 18.8772 | 1076 | 0.5536 | 0.4984 | 0.5536 | 0.7441 |
590
+ | 0.0707 | 18.9123 | 1078 | 0.5494 | 0.5209 | 0.5494 | 0.7412 |
591
+ | 0.0707 | 18.9474 | 1080 | 0.5589 | 0.5284 | 0.5589 | 0.7476 |
592
+ | 0.0707 | 18.9825 | 1082 | 0.5770 | 0.4757 | 0.5770 | 0.7596 |
593
+ | 0.0707 | 19.0175 | 1084 | 0.5711 | 0.4948 | 0.5711 | 0.7557 |
594
+ | 0.0707 | 19.0526 | 1086 | 0.5598 | 0.5181 | 0.5598 | 0.7482 |
595
+ | 0.0707 | 19.0877 | 1088 | 0.5624 | 0.5667 | 0.5624 | 0.7499 |
596
+ | 0.0707 | 19.1228 | 1090 | 0.5639 | 0.5040 | 0.5639 | 0.7509 |
597
+ | 0.0707 | 19.1579 | 1092 | 0.5678 | 0.5327 | 0.5678 | 0.7535 |
598
+ | 0.0707 | 19.1930 | 1094 | 0.5804 | 0.5190 | 0.5804 | 0.7618 |
599
+ | 0.0707 | 19.2281 | 1096 | 0.5979 | 0.5034 | 0.5979 | 0.7732 |
600
+ | 0.0707 | 19.2632 | 1098 | 0.6114 | 0.4914 | 0.6114 | 0.7819 |
601
+ | 0.0707 | 19.2982 | 1100 | 0.6025 | 0.4851 | 0.6025 | 0.7762 |
602
+ | 0.0707 | 19.3333 | 1102 | 0.5941 | 0.4409 | 0.5941 | 0.7708 |
603
+ | 0.0707 | 19.3684 | 1104 | 0.5810 | 0.4657 | 0.5810 | 0.7623 |
604
 
605
 
606
  ### Framework versions