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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k20_task7_organization

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Training in progress, step 500

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  1. README.md +273 -515
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k20_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k20_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: 0.8760
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- - Qwk: 0.1009
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- - Mse: 0.8760
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- - Rmse: 0.9359
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  ## Model description
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@@ -47,515 +47,273 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0308 | 2 | 2.4872 | -0.0297 | 2.4872 | 1.5771 |
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- | No log | 0.0615 | 4 | 1.2512 | 0.0245 | 1.2512 | 1.1186 |
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- | No log | 0.0923 | 6 | 1.0549 | -0.0550 | 1.0549 | 1.0271 |
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- | No log | 0.1231 | 8 | 1.1011 | -0.1021 | 1.1011 | 1.0493 |
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- | No log | 0.1538 | 10 | 1.1174 | -0.1512 | 1.1174 | 1.0571 |
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- | No log | 0.1846 | 12 | 1.2091 | -0.2709 | 1.2091 | 1.0996 |
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- | No log | 0.2154 | 14 | 1.1514 | -0.1826 | 1.1514 | 1.0730 |
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- | No log | 0.2462 | 16 | 1.1483 | -0.1038 | 1.1483 | 1.0716 |
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- | No log | 0.2769 | 18 | 1.2855 | -0.1119 | 1.2855 | 1.1338 |
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- | No log | 0.3077 | 20 | 1.1682 | -0.1306 | 1.1682 | 1.0808 |
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- | No log | 0.3385 | 22 | 1.2115 | -0.1624 | 1.2115 | 1.1007 |
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- | No log | 0.3692 | 24 | 1.1443 | -0.1284 | 1.1443 | 1.0697 |
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- | No log | 0.4 | 26 | 1.0998 | -0.0939 | 1.0998 | 1.0487 |
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- | No log | 0.4308 | 28 | 1.0907 | -0.0462 | 1.0907 | 1.0444 |
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- | No log | 0.4615 | 30 | 1.0952 | -0.1166 | 1.0952 | 1.0465 |
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- | No log | 0.4923 | 32 | 1.1252 | -0.1569 | 1.1252 | 1.0607 |
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- | No log | 0.5231 | 34 | 1.0232 | -0.0354 | 1.0232 | 1.0115 |
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- | No log | 0.5538 | 36 | 0.9232 | -0.0426 | 0.9232 | 0.9608 |
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- | No log | 0.5846 | 38 | 0.8450 | 0.0 | 0.8450 | 0.9192 |
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- | No log | 0.6154 | 40 | 0.8435 | 0.1456 | 0.8435 | 0.9184 |
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- | No log | 0.6462 | 42 | 0.8986 | -0.0127 | 0.8986 | 0.9479 |
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- | No log | 0.6769 | 44 | 0.9358 | 0.0359 | 0.9358 | 0.9674 |
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- | No log | 0.7077 | 46 | 0.9297 | 0.0 | 0.9297 | 0.9642 |
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- | No log | 0.7385 | 48 | 0.9536 | 0.0481 | 0.9536 | 0.9765 |
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- | No log | 0.7692 | 50 | 0.9907 | 0.0547 | 0.9907 | 0.9953 |
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- | No log | 0.8 | 52 | 0.9759 | 0.0952 | 0.9759 | 0.9879 |
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- | No log | 0.8308 | 54 | 0.9632 | 0.0547 | 0.9632 | 0.9814 |
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- | No log | 0.8615 | 56 | 1.0140 | 0.0964 | 1.0140 | 1.0070 |
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- | No log | 0.8923 | 58 | 1.0039 | 0.0618 | 1.0039 | 1.0020 |
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- | No log | 0.9231 | 60 | 1.0217 | 0.0286 | 1.0217 | 1.0108 |
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- | No log | 0.9538 | 62 | 0.9469 | -0.0148 | 0.9469 | 0.9731 |
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- | No log | 0.9846 | 64 | 0.9584 | -0.0484 | 0.9584 | 0.9790 |
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- | No log | 1.0154 | 66 | 0.9377 | -0.0734 | 0.9377 | 0.9684 |
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- | No log | 1.0462 | 68 | 1.0091 | 0.0520 | 1.0091 | 1.0045 |
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- | No log | 1.0769 | 70 | 1.0447 | 0.0149 | 1.0447 | 1.0221 |
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- | No log | 1.1077 | 72 | 1.1304 | -0.0825 | 1.1304 | 1.0632 |
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- | No log | 1.1385 | 74 | 1.2246 | -0.1920 | 1.2246 | 1.1066 |
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- | No log | 1.1692 | 76 | 1.0713 | -0.0825 | 1.0713 | 1.0351 |
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- | No log | 1.2 | 78 | 0.9448 | 0.1007 | 0.9448 | 0.9720 |
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- | No log | 1.2308 | 80 | 0.9017 | 0.0573 | 0.9017 | 0.9496 |
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- | No log | 1.2615 | 82 | 0.8293 | 0.1561 | 0.8293 | 0.9107 |
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- | No log | 1.2923 | 84 | 0.9502 | 0.1328 | 0.9502 | 0.9748 |
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- | No log | 1.3231 | 86 | 1.0746 | 0.1542 | 1.0746 | 1.0366 |
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- | No log | 1.3538 | 88 | 1.0104 | 0.1599 | 1.0104 | 1.0052 |
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- | No log | 1.3846 | 90 | 0.9825 | 0.1609 | 0.9825 | 0.9912 |
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- | No log | 1.4154 | 92 | 0.9144 | 0.0203 | 0.9144 | 0.9562 |
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- | No log | 1.4462 | 94 | 0.8689 | -0.0711 | 0.8689 | 0.9321 |
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- | No log | 1.4769 | 96 | 0.8764 | 0.0362 | 0.8764 | 0.9362 |
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- | No log | 1.5077 | 98 | 0.9173 | -0.0734 | 0.9173 | 0.9578 |
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- | No log | 1.5385 | 100 | 0.8945 | 0.0705 | 0.8945 | 0.9458 |
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- | No log | 1.5692 | 102 | 0.9687 | -0.0000 | 0.9687 | 0.9842 |
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- | No log | 1.6 | 104 | 1.0745 | -0.0908 | 1.0745 | 1.0366 |
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- | No log | 1.6308 | 106 | 1.0726 | -0.0755 | 1.0726 | 1.0357 |
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- | No log | 1.6615 | 108 | 1.0740 | 0.1268 | 1.0740 | 1.0364 |
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- | No log | 1.6923 | 110 | 1.0772 | 0.0781 | 1.0772 | 1.0379 |
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- | No log | 1.7231 | 112 | 1.1063 | 0.0154 | 1.1063 | 1.0518 |
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- | No log | 1.7538 | 114 | 1.1384 | 0.0110 | 1.1384 | 1.0670 |
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- | No log | 1.7846 | 116 | 1.1289 | -0.0230 | 1.1289 | 1.0625 |
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- | No log | 1.8154 | 118 | 1.0731 | 0.0509 | 1.0731 | 1.0359 |
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- | No log | 1.8462 | 120 | 1.0007 | 0.1416 | 1.0007 | 1.0003 |
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- | No log | 1.8769 | 122 | 1.0114 | 0.1142 | 1.0114 | 1.0057 |
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- | No log | 1.9077 | 124 | 1.0783 | 0.0490 | 1.0783 | 1.0384 |
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- | No log | 1.9385 | 126 | 1.2162 | -0.0677 | 1.2162 | 1.1028 |
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- | No log | 1.9692 | 128 | 1.2763 | -0.1308 | 1.2763 | 1.1297 |
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- | No log | 2.0 | 130 | 1.2594 | -0.0611 | 1.2594 | 1.1222 |
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- | No log | 2.0308 | 132 | 1.2202 | -0.0917 | 1.2202 | 1.1046 |
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- | No log | 2.0615 | 134 | 1.2060 | -0.0055 | 1.2060 | 1.0982 |
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- | No log | 2.0923 | 136 | 1.2589 | 0.0087 | 1.2589 | 1.1220 |
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- | No log | 2.1231 | 138 | 1.3148 | -0.0232 | 1.3148 | 1.1467 |
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- | No log | 2.1538 | 140 | 1.2787 | -0.0293 | 1.2787 | 1.1308 |
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- | No log | 2.1846 | 142 | 1.1771 | 0.1346 | 1.1771 | 1.0849 |
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- | No log | 2.2154 | 144 | 1.1329 | 0.0798 | 1.1329 | 1.0644 |
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- | No log | 2.2462 | 146 | 1.1054 | 0.0899 | 1.1054 | 1.0514 |
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- | No log | 2.2769 | 148 | 1.0563 | 0.1386 | 1.0563 | 1.0278 |
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- | No log | 2.3077 | 150 | 1.0292 | 0.1007 | 1.0292 | 1.0145 |
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- | No log | 2.3385 | 152 | 1.0559 | 0.0851 | 1.0559 | 1.0276 |
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- | No log | 2.3692 | 154 | 1.0908 | 0.0405 | 1.0908 | 1.0444 |
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- | No log | 2.4 | 156 | 1.1043 | 0.0149 | 1.1043 | 1.0509 |
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- | No log | 2.4308 | 158 | 1.2050 | -0.0307 | 1.2050 | 1.0977 |
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- | No log | 2.4615 | 160 | 1.3141 | -0.1635 | 1.3141 | 1.1464 |
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- | No log | 2.4923 | 162 | 1.3287 | -0.1330 | 1.3287 | 1.1527 |
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- | No log | 2.5231 | 164 | 1.2553 | -0.0267 | 1.2553 | 1.1204 |
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- | No log | 2.5538 | 166 | 1.2153 | 0.0302 | 1.2153 | 1.1024 |
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- | No log | 2.5846 | 168 | 1.1492 | 0.0448 | 1.1492 | 1.0720 |
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- | No log | 2.6154 | 170 | 1.1875 | -0.0756 | 1.1875 | 1.0897 |
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- | No log | 2.6462 | 172 | 1.1474 | -0.1086 | 1.1474 | 1.0712 |
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- | No log | 2.6769 | 174 | 0.9778 | 0.1009 | 0.9778 | 0.9889 |
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- | No log | 2.7077 | 176 | 0.9203 | 0.1866 | 0.9203 | 0.9593 |
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- | No log | 2.7385 | 178 | 0.9304 | 0.1866 | 0.9304 | 0.9646 |
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- | No log | 2.7692 | 180 | 0.9299 | 0.1648 | 0.9299 | 0.9643 |
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- | No log | 2.8 | 182 | 1.0368 | -0.0774 | 1.0368 | 1.0182 |
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- | No log | 2.8308 | 184 | 1.2231 | -0.2068 | 1.2231 | 1.1059 |
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- | No log | 2.8615 | 186 | 1.3019 | -0.1306 | 1.3019 | 1.1410 |
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- | No log | 2.8923 | 188 | 1.1990 | -0.0334 | 1.1990 | 1.0950 |
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- | No log | 2.9231 | 190 | 1.0474 | 0.0336 | 1.0474 | 1.0234 |
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- | No log | 2.9538 | 192 | 1.0116 | 0.1183 | 1.0116 | 1.0058 |
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- | No log | 2.9846 | 194 | 1.0002 | 0.0509 | 1.0002 | 1.0001 |
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- | No log | 3.0154 | 196 | 0.9994 | 0.0652 | 0.9994 | 0.9997 |
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- | No log | 3.0462 | 198 | 1.0259 | -0.0291 | 1.0259 | 1.0129 |
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- | No log | 3.0769 | 200 | 1.0640 | -0.0222 | 1.0640 | 1.0315 |
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- | No log | 3.1077 | 202 | 1.0486 | -0.0291 | 1.0486 | 1.0240 |
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- | No log | 3.1385 | 204 | 1.0524 | 0.0741 | 1.0524 | 1.0259 |
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- | No log | 3.1692 | 206 | 1.1174 | -0.0107 | 1.1174 | 1.0571 |
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- | No log | 3.2 | 208 | 1.1121 | -0.0107 | 1.1121 | 1.0545 |
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- | No log | 3.2308 | 210 | 1.0760 | -0.0877 | 1.0760 | 1.0373 |
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- | No log | 3.2615 | 212 | 1.1045 | -0.0841 | 1.1045 | 1.0510 |
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- | No log | 3.2923 | 214 | 1.0739 | 0.1090 | 1.0739 | 1.0363 |
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- | No log | 3.3231 | 216 | 1.0511 | 0.0364 | 1.0511 | 1.0252 |
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- | No log | 3.3538 | 218 | 1.0347 | 0.0419 | 1.0347 | 1.0172 |
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- | No log | 3.3846 | 220 | 0.9811 | 0.0705 | 0.9811 | 0.9905 |
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- | No log | 3.4154 | 222 | 0.9553 | 0.0705 | 0.9553 | 0.9774 |
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- | No log | 3.4462 | 224 | 0.9373 | 0.0334 | 0.9373 | 0.9682 |
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- | No log | 3.4769 | 226 | 0.9304 | 0.0334 | 0.9304 | 0.9646 |
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- | No log | 3.5077 | 228 | 0.8913 | 0.0334 | 0.8913 | 0.9441 |
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- | No log | 3.5385 | 230 | 0.8909 | 0.0334 | 0.8909 | 0.9439 |
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- | No log | 3.5692 | 232 | 0.8919 | 0.0334 | 0.8919 | 0.9444 |
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- | No log | 3.6 | 234 | 0.8758 | 0.0935 | 0.8758 | 0.9359 |
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- | No log | 3.6308 | 236 | 0.8981 | 0.1613 | 0.8981 | 0.9477 |
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- | No log | 3.6615 | 238 | 0.9331 | 0.1558 | 0.9331 | 0.9660 |
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- | No log | 3.6923 | 240 | 0.9702 | 0.1952 | 0.9702 | 0.9850 |
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- | No log | 3.7231 | 242 | 0.9652 | 0.1839 | 0.9652 | 0.9824 |
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- | No log | 3.7538 | 244 | 0.9495 | 0.1391 | 0.9495 | 0.9744 |
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- | No log | 3.7846 | 246 | 0.9223 | 0.1416 | 0.9223 | 0.9604 |
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- | No log | 3.8154 | 248 | 0.8849 | 0.2247 | 0.8849 | 0.9407 |
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- | No log | 3.8462 | 250 | 0.8780 | 0.1424 | 0.8780 | 0.9370 |
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- | No log | 3.8769 | 252 | 0.8721 | 0.1424 | 0.8721 | 0.9339 |
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- | No log | 3.9077 | 254 | 0.8872 | 0.1782 | 0.8872 | 0.9419 |
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- | No log | 3.9385 | 256 | 0.9121 | 0.2563 | 0.9121 | 0.9550 |
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- | No log | 3.9692 | 258 | 0.9717 | 0.1683 | 0.9717 | 0.9857 |
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- | No log | 4.0 | 260 | 1.0482 | 0.1088 | 1.0482 | 1.0238 |
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- | No log | 4.0308 | 262 | 1.0678 | 0.0785 | 1.0678 | 1.0334 |
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- | No log | 4.0615 | 264 | 1.0068 | 0.1816 | 1.0068 | 1.0034 |
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- | No log | 4.0923 | 266 | 0.9765 | 0.2143 | 0.9765 | 0.9882 |
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- | No log | 4.1231 | 268 | 0.9730 | 0.1935 | 0.9730 | 0.9864 |
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- | No log | 4.1538 | 270 | 0.9919 | 0.1384 | 0.9919 | 0.9959 |
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- | No log | 4.1846 | 272 | 1.0331 | 0.1170 | 1.0331 | 1.0164 |
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- | No log | 4.2154 | 274 | 1.0792 | 0.0967 | 1.0792 | 1.0388 |
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- | No log | 4.2462 | 276 | 1.0156 | 0.1827 | 1.0156 | 1.0077 |
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- | No log | 4.2769 | 278 | 0.8725 | 0.1489 | 0.8725 | 0.9341 |
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- | No log | 4.3077 | 280 | 0.8582 | 0.1400 | 0.8582 | 0.9264 |
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- | No log | 4.3385 | 282 | 0.9028 | 0.1347 | 0.9028 | 0.9502 |
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- | No log | 4.3692 | 284 | 0.9999 | 0.1749 | 0.9999 | 0.9999 |
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- | No log | 4.4 | 286 | 1.2283 | 0.0074 | 1.2283 | 1.1083 |
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- | No log | 4.4308 | 288 | 1.5526 | -0.0658 | 1.5526 | 1.2460 |
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- | No log | 4.4615 | 290 | 1.5408 | -0.0219 | 1.5408 | 1.2413 |
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- | No log | 4.4923 | 292 | 1.2588 | -0.0995 | 1.2588 | 1.1220 |
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- | No log | 4.5231 | 294 | 1.0367 | 0.0619 | 1.0367 | 1.0182 |
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- | No log | 4.5538 | 296 | 1.0032 | 0.1617 | 1.0032 | 1.0016 |
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- | No log | 4.5846 | 298 | 0.9533 | 0.2409 | 0.9533 | 0.9764 |
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- | No log | 4.6154 | 300 | 0.9284 | 0.0321 | 0.9284 | 0.9635 |
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- | No log | 4.6462 | 302 | 1.0147 | -0.0247 | 1.0147 | 1.0073 |
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- | No log | 4.6769 | 304 | 1.1444 | -0.1416 | 1.1444 | 1.0698 |
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- | No log | 4.7077 | 306 | 1.1841 | -0.1088 | 1.1841 | 1.0882 |
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- | No log | 4.7385 | 308 | 1.1074 | -0.0931 | 1.1074 | 1.0524 |
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- | No log | 4.7692 | 310 | 0.9879 | 0.1483 | 0.9879 | 0.9939 |
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- | No log | 4.8 | 312 | 0.9273 | 0.0761 | 0.9273 | 0.9630 |
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- | No log | 4.8308 | 314 | 0.9148 | 0.0761 | 0.9148 | 0.9565 |
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- | No log | 4.8615 | 316 | 0.9457 | 0.0045 | 0.9457 | 0.9725 |
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- | No log | 4.8923 | 318 | 0.9605 | 0.0476 | 0.9605 | 0.9801 |
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- | No log | 4.9231 | 320 | 0.9122 | 0.0755 | 0.9122 | 0.9551 |
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- | No log | 4.9538 | 322 | 0.9181 | 0.1359 | 0.9181 | 0.9582 |
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- | No log | 4.9846 | 324 | 0.9203 | 0.1648 | 0.9203 | 0.9593 |
214
- | No log | 5.0154 | 326 | 0.8914 | 0.1051 | 0.8914 | 0.9441 |
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- | No log | 5.0462 | 328 | 0.9072 | 0.0406 | 0.9072 | 0.9525 |
216
- | No log | 5.0769 | 330 | 0.9410 | -0.0302 | 0.9410 | 0.9701 |
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- | No log | 5.1077 | 332 | 0.9405 | 0.0761 | 0.9405 | 0.9698 |
218
- | No log | 5.1385 | 334 | 0.9255 | 0.0727 | 0.9255 | 0.9620 |
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- | No log | 5.1692 | 336 | 0.9365 | 0.0727 | 0.9365 | 0.9677 |
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- | No log | 5.2 | 338 | 0.8976 | 0.0604 | 0.8976 | 0.9474 |
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- | No log | 5.2308 | 340 | 0.8906 | 0.2652 | 0.8906 | 0.9437 |
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- | No log | 5.2615 | 342 | 0.8548 | 0.2652 | 0.8548 | 0.9246 |
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- | No log | 5.2923 | 344 | 0.8225 | 0.1440 | 0.8225 | 0.9069 |
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- | No log | 5.3231 | 346 | 0.8632 | 0.0827 | 0.8632 | 0.9291 |
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- | No log | 5.3538 | 348 | 0.8663 | 0.0827 | 0.8663 | 0.9308 |
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- | No log | 5.3846 | 350 | 0.8971 | 0.1206 | 0.8971 | 0.9472 |
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- | No log | 5.4154 | 352 | 0.8704 | 0.2138 | 0.8704 | 0.9330 |
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- | No log | 5.4462 | 354 | 0.8628 | 0.1331 | 0.8628 | 0.9289 |
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- | No log | 5.4769 | 356 | 0.8759 | 0.2224 | 0.8759 | 0.9359 |
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- | No log | 5.5077 | 358 | 0.8811 | 0.1720 | 0.8811 | 0.9387 |
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- | No log | 5.5385 | 360 | 0.9011 | 0.1789 | 0.9011 | 0.9492 |
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- | No log | 5.5692 | 362 | 0.8853 | 0.1373 | 0.8853 | 0.9409 |
233
- | No log | 5.6 | 364 | 0.8850 | 0.1379 | 0.8850 | 0.9407 |
234
- | No log | 5.6308 | 366 | 0.9052 | 0.2652 | 0.9052 | 0.9514 |
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- | No log | 5.6615 | 368 | 0.9161 | 0.2622 | 0.9161 | 0.9571 |
236
- | No log | 5.6923 | 370 | 0.9225 | 0.2622 | 0.9225 | 0.9605 |
237
- | No log | 5.7231 | 372 | 0.9437 | 0.0678 | 0.9437 | 0.9714 |
238
- | No log | 5.7538 | 374 | 0.9551 | 0.0685 | 0.9551 | 0.9773 |
239
- | No log | 5.7846 | 376 | 0.9282 | 0.1053 | 0.9282 | 0.9634 |
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- | No log | 5.8154 | 378 | 0.8652 | 0.1015 | 0.8652 | 0.9301 |
241
- | No log | 5.8462 | 380 | 0.8192 | 0.1009 | 0.8192 | 0.9051 |
242
- | No log | 5.8769 | 382 | 0.7898 | 0.1752 | 0.7898 | 0.8887 |
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- | No log | 5.9077 | 384 | 0.7784 | 0.1456 | 0.7784 | 0.8823 |
244
- | No log | 5.9385 | 386 | 0.8300 | 0.0494 | 0.8300 | 0.9110 |
245
- | No log | 5.9692 | 388 | 0.9184 | 0.0549 | 0.9184 | 0.9584 |
246
- | No log | 6.0 | 390 | 0.9052 | 0.0506 | 0.9052 | 0.9514 |
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- | No log | 6.0308 | 392 | 0.8522 | 0.0494 | 0.8522 | 0.9231 |
248
- | No log | 6.0615 | 394 | 0.8313 | 0.1379 | 0.8313 | 0.9118 |
249
- | No log | 6.0923 | 396 | 0.8758 | 0.1379 | 0.8758 | 0.9359 |
250
- | No log | 6.1231 | 398 | 0.9454 | 0.1356 | 0.9454 | 0.9723 |
251
- | No log | 6.1538 | 400 | 1.0079 | 0.0765 | 1.0079 | 1.0039 |
252
- | No log | 6.1846 | 402 | 1.0259 | 0.0039 | 1.0259 | 1.0128 |
253
- | No log | 6.2154 | 404 | 1.0280 | 0.0236 | 1.0280 | 1.0139 |
254
- | No log | 6.2462 | 406 | 1.0502 | 0.0168 | 1.0502 | 1.0248 |
255
- | No log | 6.2769 | 408 | 1.0651 | -0.0233 | 1.0651 | 1.0320 |
256
- | No log | 6.3077 | 410 | 1.0458 | 0.0236 | 1.0458 | 1.0227 |
257
- | No log | 6.3385 | 412 | 1.0390 | 0.1019 | 1.0390 | 1.0193 |
258
- | No log | 6.3692 | 414 | 1.0140 | 0.1336 | 1.0140 | 1.0070 |
259
- | No log | 6.4 | 416 | 0.9517 | 0.1624 | 0.9517 | 0.9756 |
260
- | No log | 6.4308 | 418 | 0.8977 | 0.1531 | 0.8977 | 0.9475 |
261
- | No log | 6.4615 | 420 | 0.8730 | 0.0627 | 0.8730 | 0.9344 |
262
- | No log | 6.4923 | 422 | 0.8936 | 0.0755 | 0.8936 | 0.9453 |
263
- | No log | 6.5231 | 424 | 0.8919 | 0.1768 | 0.8919 | 0.9444 |
264
- | No log | 6.5538 | 426 | 0.8635 | 0.1649 | 0.8635 | 0.9292 |
265
- | No log | 6.5846 | 428 | 0.8500 | 0.1970 | 0.8500 | 0.9219 |
266
- | No log | 6.6154 | 430 | 0.8419 | 0.1970 | 0.8419 | 0.9175 |
267
- | No log | 6.6462 | 432 | 0.8394 | 0.2302 | 0.8394 | 0.9162 |
268
- | No log | 6.6769 | 434 | 0.8478 | 0.1733 | 0.8478 | 0.9207 |
269
- | No log | 6.7077 | 436 | 0.8765 | 0.1255 | 0.8765 | 0.9362 |
270
- | No log | 6.7385 | 438 | 0.8526 | 0.1259 | 0.8526 | 0.9234 |
271
- | No log | 6.7692 | 440 | 0.8221 | 0.0778 | 0.8221 | 0.9067 |
272
- | No log | 6.8 | 442 | 0.8138 | 0.0778 | 0.8138 | 0.9021 |
273
- | No log | 6.8308 | 444 | 0.7982 | 0.2280 | 0.7982 | 0.8934 |
274
- | No log | 6.8615 | 446 | 0.7962 | 0.1903 | 0.7962 | 0.8923 |
275
- | No log | 6.8923 | 448 | 0.8084 | 0.0764 | 0.8084 | 0.8991 |
276
- | No log | 6.9231 | 450 | 0.8314 | 0.0025 | 0.8314 | 0.9118 |
277
- | No log | 6.9538 | 452 | 0.8378 | 0.0778 | 0.8378 | 0.9153 |
278
- | No log | 6.9846 | 454 | 0.8495 | 0.2353 | 0.8495 | 0.9217 |
279
- | No log | 7.0154 | 456 | 0.8668 | 0.1970 | 0.8668 | 0.9310 |
280
- | No log | 7.0462 | 458 | 0.8975 | 0.0437 | 0.8975 | 0.9474 |
281
- | No log | 7.0769 | 460 | 0.8995 | -0.0357 | 0.8995 | 0.9484 |
282
- | No log | 7.1077 | 462 | 0.8724 | -0.0047 | 0.8724 | 0.9340 |
283
- | No log | 7.1385 | 464 | 0.8631 | 0.1308 | 0.8631 | 0.9291 |
284
- | No log | 7.1692 | 466 | 0.8697 | 0.3092 | 0.8697 | 0.9326 |
285
- | No log | 7.2 | 468 | 0.8800 | 0.1051 | 0.8800 | 0.9381 |
286
- | No log | 7.2308 | 470 | 0.9557 | 0.0134 | 0.9557 | 0.9776 |
287
- | No log | 7.2615 | 472 | 1.1067 | 0.0277 | 1.1067 | 1.0520 |
288
- | No log | 7.2923 | 474 | 1.1092 | -0.0032 | 1.1092 | 1.0532 |
289
- | No log | 7.3231 | 476 | 0.9867 | 0.0189 | 0.9867 | 0.9933 |
290
- | No log | 7.3538 | 478 | 0.8997 | 0.1093 | 0.8997 | 0.9485 |
291
- | No log | 7.3846 | 480 | 0.8985 | 0.1918 | 0.8985 | 0.9479 |
292
- | No log | 7.4154 | 482 | 0.8902 | 0.1613 | 0.8902 | 0.9435 |
293
- | No log | 7.4462 | 484 | 0.8852 | 0.1133 | 0.8852 | 0.9408 |
294
- | No log | 7.4769 | 486 | 0.9317 | 0.0883 | 0.9317 | 0.9652 |
295
- | No log | 7.5077 | 488 | 0.9537 | 0.1240 | 0.9537 | 0.9766 |
296
- | No log | 7.5385 | 490 | 0.9240 | 0.0459 | 0.9240 | 0.9613 |
297
- | No log | 7.5692 | 492 | 0.9177 | 0.0045 | 0.9177 | 0.9580 |
298
- | No log | 7.6 | 494 | 0.9379 | 0.1325 | 0.9379 | 0.9685 |
299
- | No log | 7.6308 | 496 | 0.9696 | 0.2224 | 0.9696 | 0.9847 |
300
- | No log | 7.6615 | 498 | 1.0097 | 0.0619 | 1.0097 | 1.0048 |
301
- | 0.3198 | 7.6923 | 500 | 1.0516 | -0.0549 | 1.0516 | 1.0255 |
302
- | 0.3198 | 7.7231 | 502 | 1.0692 | -0.0549 | 1.0692 | 1.0340 |
303
- | 0.3198 | 7.7538 | 504 | 1.0346 | -0.0922 | 1.0346 | 1.0171 |
304
- | 0.3198 | 7.7846 | 506 | 0.9919 | -0.0393 | 0.9919 | 0.9960 |
305
- | 0.3198 | 7.8154 | 508 | 0.9539 | 0.0973 | 0.9539 | 0.9767 |
306
- | 0.3198 | 7.8462 | 510 | 0.9333 | 0.0973 | 0.9333 | 0.9661 |
307
- | 0.3198 | 7.8769 | 512 | 0.9047 | 0.0973 | 0.9047 | 0.9512 |
308
- | 0.3198 | 7.9077 | 514 | 0.8977 | 0.0318 | 0.8977 | 0.9475 |
309
- | 0.3198 | 7.9385 | 516 | 0.9308 | -0.0284 | 0.9308 | 0.9648 |
310
- | 0.3198 | 7.9692 | 518 | 0.9704 | -0.0623 | 0.9704 | 0.9851 |
311
- | 0.3198 | 8.0 | 520 | 0.9265 | 0.0047 | 0.9265 | 0.9625 |
312
- | 0.3198 | 8.0308 | 522 | 0.8650 | -0.0024 | 0.8650 | 0.9300 |
313
- | 0.3198 | 8.0615 | 524 | 0.8804 | 0.1093 | 0.8804 | 0.9383 |
314
- | 0.3198 | 8.0923 | 526 | 0.9316 | 0.1400 | 0.9316 | 0.9652 |
315
- | 0.3198 | 8.1231 | 528 | 0.9657 | 0.1051 | 0.9657 | 0.9827 |
316
- | 0.3198 | 8.1538 | 530 | 1.0004 | 0.0129 | 1.0004 | 1.0002 |
317
- | 0.3198 | 8.1846 | 532 | 1.0524 | -0.0051 | 1.0524 | 1.0259 |
318
- | 0.3198 | 8.2154 | 534 | 1.0538 | -0.0051 | 1.0538 | 1.0265 |
319
- | 0.3198 | 8.2462 | 536 | 1.0216 | 0.0199 | 1.0216 | 1.0108 |
320
- | 0.3198 | 8.2769 | 538 | 1.0195 | 0.0183 | 1.0195 | 1.0097 |
321
- | 0.3198 | 8.3077 | 540 | 0.9847 | 0.0709 | 0.9847 | 0.9923 |
322
- | 0.3198 | 8.3385 | 542 | 0.9653 | 0.0903 | 0.9653 | 0.9825 |
323
- | 0.3198 | 8.3692 | 544 | 0.9602 | 0.1638 | 0.9602 | 0.9799 |
324
- | 0.3198 | 8.4 | 546 | 0.9547 | 0.1016 | 0.9547 | 0.9771 |
325
- | 0.3198 | 8.4308 | 548 | 0.9732 | 0.1018 | 0.9732 | 0.9865 |
326
- | 0.3198 | 8.4615 | 550 | 0.9690 | 0.0678 | 0.9690 | 0.9844 |
327
- | 0.3198 | 8.4923 | 552 | 0.9632 | 0.0640 | 0.9632 | 0.9814 |
328
- | 0.3198 | 8.5231 | 554 | 0.9556 | 0.0640 | 0.9556 | 0.9776 |
329
- | 0.3198 | 8.5538 | 556 | 0.9385 | 0.1014 | 0.9385 | 0.9688 |
330
- | 0.3198 | 8.5846 | 558 | 0.9333 | 0.0694 | 0.9333 | 0.9661 |
331
- | 0.3198 | 8.6154 | 560 | 0.9382 | 0.0262 | 0.9382 | 0.9686 |
332
- | 0.3198 | 8.6462 | 562 | 0.9436 | 0.0168 | 0.9436 | 0.9714 |
333
- | 0.3198 | 8.6769 | 564 | 0.9411 | 0.0253 | 0.9411 | 0.9701 |
334
- | 0.3198 | 8.7077 | 566 | 0.9533 | 0.0768 | 0.9533 | 0.9763 |
335
- | 0.3198 | 8.7385 | 568 | 0.9543 | 0.0774 | 0.9543 | 0.9769 |
336
- | 0.3198 | 8.7692 | 570 | 0.9306 | -0.0022 | 0.9306 | 0.9647 |
337
- | 0.3198 | 8.8 | 572 | 0.9415 | -0.0022 | 0.9415 | 0.9703 |
338
- | 0.3198 | 8.8308 | 574 | 0.9657 | 0.0774 | 0.9657 | 0.9827 |
339
- | 0.3198 | 8.8615 | 576 | 0.9604 | -0.0065 | 0.9604 | 0.9800 |
340
- | 0.3198 | 8.8923 | 578 | 0.9742 | 0.0544 | 0.9742 | 0.9870 |
341
- | 0.3198 | 8.9231 | 580 | 0.9687 | 0.0583 | 0.9687 | 0.9842 |
342
- | 0.3198 | 8.9538 | 582 | 0.9713 | 0.1479 | 0.9713 | 0.9856 |
343
- | 0.3198 | 8.9846 | 584 | 0.9604 | 0.1531 | 0.9604 | 0.9800 |
344
- | 0.3198 | 9.0154 | 586 | 0.9573 | 0.1531 | 0.9573 | 0.9784 |
345
- | 0.3198 | 9.0462 | 588 | 0.9498 | 0.1336 | 0.9498 | 0.9746 |
346
- | 0.3198 | 9.0769 | 590 | 0.9552 | 0.0321 | 0.9552 | 0.9773 |
347
- | 0.3198 | 9.1077 | 592 | 0.9935 | 0.0125 | 0.9935 | 0.9967 |
348
- | 0.3198 | 9.1385 | 594 | 0.9931 | 0.0062 | 0.9931 | 0.9966 |
349
- | 0.3198 | 9.1692 | 596 | 0.9935 | 0.0513 | 0.9935 | 0.9967 |
350
- | 0.3198 | 9.2 | 598 | 0.9924 | 0.1444 | 0.9924 | 0.9962 |
351
- | 0.3198 | 9.2308 | 600 | 0.9619 | 0.1222 | 0.9619 | 0.9807 |
352
- | 0.3198 | 9.2615 | 602 | 0.9120 | 0.1009 | 0.9120 | 0.9550 |
353
- | 0.3198 | 9.2923 | 604 | 0.8861 | -0.0495 | 0.8861 | 0.9414 |
354
- | 0.3198 | 9.3231 | 606 | 0.8710 | -0.0479 | 0.8710 | 0.9333 |
355
- | 0.3198 | 9.3538 | 608 | 0.8592 | -0.0103 | 0.8592 | 0.9269 |
356
- | 0.3198 | 9.3846 | 610 | 0.8700 | 0.1359 | 0.8700 | 0.9327 |
357
- | 0.3198 | 9.4154 | 612 | 0.8742 | 0.0927 | 0.8742 | 0.9350 |
358
- | 0.3198 | 9.4462 | 614 | 0.8759 | 0.1050 | 0.8759 | 0.9359 |
359
- | 0.3198 | 9.4769 | 616 | 0.8920 | 0.1010 | 0.8920 | 0.9444 |
360
- | 0.3198 | 9.5077 | 618 | 0.8946 | 0.1010 | 0.8946 | 0.9458 |
361
- | 0.3198 | 9.5385 | 620 | 0.9055 | 0.2121 | 0.9055 | 0.9516 |
362
- | 0.3198 | 9.5692 | 622 | 0.9124 | 0.2063 | 0.9124 | 0.9552 |
363
- | 0.3198 | 9.6 | 624 | 0.9087 | 0.2063 | 0.9087 | 0.9532 |
364
- | 0.3198 | 9.6308 | 626 | 0.9158 | 0.2063 | 0.9158 | 0.9570 |
365
- | 0.3198 | 9.6615 | 628 | 0.9126 | 0.1775 | 0.9126 | 0.9553 |
366
- | 0.3198 | 9.6923 | 630 | 0.9117 | 0.2476 | 0.9117 | 0.9548 |
367
- | 0.3198 | 9.7231 | 632 | 0.9008 | 0.1775 | 0.9008 | 0.9491 |
368
- | 0.3198 | 9.7538 | 634 | 0.8972 | 0.1051 | 0.8972 | 0.9472 |
369
- | 0.3198 | 9.7846 | 636 | 0.8827 | 0.1440 | 0.8827 | 0.9395 |
370
- | 0.3198 | 9.8154 | 638 | 0.8960 | 0.2007 | 0.8960 | 0.9466 |
371
- | 0.3198 | 9.8462 | 640 | 0.9325 | 0.2116 | 0.9325 | 0.9656 |
372
- | 0.3198 | 9.8769 | 642 | 0.9182 | 0.2527 | 0.9182 | 0.9582 |
373
- | 0.3198 | 9.9077 | 644 | 0.8661 | 0.2561 | 0.8661 | 0.9306 |
374
- | 0.3198 | 9.9385 | 646 | 0.9048 | 0.0084 | 0.9048 | 0.9512 |
375
- | 0.3198 | 9.9692 | 648 | 0.9340 | 0.0129 | 0.9340 | 0.9664 |
376
- | 0.3198 | 10.0 | 650 | 0.9086 | 0.0129 | 0.9086 | 0.9532 |
377
- | 0.3198 | 10.0308 | 652 | 0.8623 | 0.0066 | 0.8623 | 0.9286 |
378
- | 0.3198 | 10.0615 | 654 | 0.8448 | 0.2121 | 0.8448 | 0.9191 |
379
- | 0.3198 | 10.0923 | 656 | 0.8961 | 0.2817 | 0.8961 | 0.9466 |
380
- | 0.3198 | 10.1231 | 658 | 0.9094 | 0.2817 | 0.9094 | 0.9536 |
381
- | 0.3198 | 10.1538 | 660 | 0.8764 | 0.2589 | 0.8764 | 0.9361 |
382
- | 0.3198 | 10.1846 | 662 | 0.8538 | 0.2441 | 0.8538 | 0.9240 |
383
- | 0.3198 | 10.2154 | 664 | 0.8627 | 0.1052 | 0.8627 | 0.9288 |
384
- | 0.3198 | 10.2462 | 666 | 0.8601 | 0.1373 | 0.8601 | 0.9274 |
385
- | 0.3198 | 10.2769 | 668 | 0.8581 | 0.2621 | 0.8581 | 0.9264 |
386
- | 0.3198 | 10.3077 | 670 | 0.8904 | 0.2527 | 0.8904 | 0.9436 |
387
- | 0.3198 | 10.3385 | 672 | 0.8865 | 0.2817 | 0.8865 | 0.9415 |
388
- | 0.3198 | 10.3692 | 674 | 0.8478 | 0.2589 | 0.8478 | 0.9207 |
389
- | 0.3198 | 10.4 | 676 | 0.8208 | 0.2441 | 0.8208 | 0.9060 |
390
- | 0.3198 | 10.4308 | 678 | 0.8207 | 0.0652 | 0.8207 | 0.9060 |
391
- | 0.3198 | 10.4615 | 680 | 0.8194 | 0.0283 | 0.8194 | 0.9052 |
392
- | 0.3198 | 10.4923 | 682 | 0.8167 | 0.1050 | 0.8167 | 0.9037 |
393
- | 0.3198 | 10.5231 | 684 | 0.8270 | 0.1699 | 0.8270 | 0.9094 |
394
- | 0.3198 | 10.5538 | 686 | 0.8527 | 0.2652 | 0.8527 | 0.9234 |
395
- | 0.3198 | 10.5846 | 688 | 0.9222 | 0.2527 | 0.9222 | 0.9603 |
396
- | 0.3198 | 10.6154 | 690 | 0.9595 | 0.2995 | 0.9595 | 0.9795 |
397
- | 0.3198 | 10.6462 | 692 | 0.9426 | 0.3088 | 0.9426 | 0.9709 |
398
- | 0.3198 | 10.6769 | 694 | 0.9384 | 0.2690 | 0.9384 | 0.9687 |
399
- | 0.3198 | 10.7077 | 696 | 0.9286 | 0.1886 | 0.9286 | 0.9636 |
400
- | 0.3198 | 10.7385 | 698 | 0.9145 | 0.1918 | 0.9145 | 0.9563 |
401
- | 0.3198 | 10.7692 | 700 | 0.8944 | 0.1935 | 0.8944 | 0.9457 |
402
- | 0.3198 | 10.8 | 702 | 0.8758 | 0.1636 | 0.8758 | 0.9358 |
403
- | 0.3198 | 10.8308 | 704 | 0.8797 | -0.0095 | 0.8797 | 0.9379 |
404
- | 0.3198 | 10.8615 | 706 | 0.8965 | -0.0024 | 0.8965 | 0.9468 |
405
- | 0.3198 | 10.8923 | 708 | 0.8896 | -0.0495 | 0.8896 | 0.9432 |
406
- | 0.3198 | 10.9231 | 710 | 0.8975 | 0.0679 | 0.8975 | 0.9474 |
407
- | 0.3198 | 10.9538 | 712 | 0.9197 | 0.1225 | 0.9197 | 0.9590 |
408
- | 0.3198 | 10.9846 | 714 | 0.9486 | 0.2227 | 0.9486 | 0.9739 |
409
- | 0.3198 | 11.0154 | 716 | 1.0032 | 0.2871 | 1.0032 | 1.0016 |
410
- | 0.3198 | 11.0462 | 718 | 0.9877 | 0.2662 | 0.9877 | 0.9938 |
411
- | 0.3198 | 11.0769 | 720 | 0.9429 | 0.2140 | 0.9429 | 0.9710 |
412
- | 0.3198 | 11.1077 | 722 | 0.9375 | 0.0349 | 0.9375 | 0.9682 |
413
- | 0.3198 | 11.1385 | 724 | 0.9560 | 0.0090 | 0.9560 | 0.9778 |
414
- | 0.3198 | 11.1692 | 726 | 0.9332 | -0.0375 | 0.9332 | 0.9660 |
415
- | 0.3198 | 11.2 | 728 | 0.9247 | 0.0301 | 0.9247 | 0.9616 |
416
- | 0.3198 | 11.2308 | 730 | 0.9510 | 0.1598 | 0.9510 | 0.9752 |
417
- | 0.3198 | 11.2615 | 732 | 0.9817 | 0.2227 | 0.9817 | 0.9908 |
418
- | 0.3198 | 11.2923 | 734 | 1.0608 | 0.1777 | 1.0608 | 1.0300 |
419
- | 0.3198 | 11.3231 | 736 | 1.0886 | 0.1984 | 1.0886 | 1.0434 |
420
- | 0.3198 | 11.3538 | 738 | 1.0460 | 0.2967 | 1.0460 | 1.0227 |
421
- | 0.3198 | 11.3846 | 740 | 1.0080 | 0.1953 | 1.0080 | 1.0040 |
422
- | 0.3198 | 11.4154 | 742 | 1.0005 | 0.1636 | 1.0005 | 1.0003 |
423
- | 0.3198 | 11.4462 | 744 | 0.9911 | 0.1268 | 0.9911 | 0.9955 |
424
- | 0.3198 | 11.4769 | 746 | 0.9532 | 0.1225 | 0.9532 | 0.9763 |
425
- | 0.3198 | 11.5077 | 748 | 0.9211 | 0.0541 | 0.9211 | 0.9597 |
426
- | 0.3198 | 11.5385 | 750 | 0.9231 | 0.0541 | 0.9231 | 0.9608 |
427
- | 0.3198 | 11.5692 | 752 | 0.9177 | 0.1051 | 0.9177 | 0.9580 |
428
- | 0.3198 | 11.6 | 754 | 0.9408 | -0.0375 | 0.9408 | 0.9700 |
429
- | 0.3198 | 11.6308 | 756 | 0.9749 | -0.0375 | 0.9749 | 0.9874 |
430
- | 0.3198 | 11.6615 | 758 | 0.9677 | 0.0306 | 0.9677 | 0.9837 |
431
- | 0.3198 | 11.6923 | 760 | 0.9841 | 0.1294 | 0.9841 | 0.9920 |
432
- | 0.3198 | 11.7231 | 762 | 1.0015 | 0.1268 | 1.0015 | 1.0008 |
433
- | 0.3198 | 11.7538 | 764 | 0.9997 | 0.1225 | 0.9997 | 0.9999 |
434
- | 0.3198 | 11.7846 | 766 | 0.9811 | 0.0966 | 0.9811 | 0.9905 |
435
- | 0.3198 | 11.8154 | 768 | 0.9691 | 0.0618 | 0.9691 | 0.9844 |
436
- | 0.3198 | 11.8462 | 770 | 0.9690 | -0.0860 | 0.9690 | 0.9844 |
437
- | 0.3198 | 11.8769 | 772 | 0.9676 | -0.0375 | 0.9676 | 0.9837 |
438
- | 0.3198 | 11.9077 | 774 | 0.9555 | -0.0860 | 0.9555 | 0.9775 |
439
- | 0.3198 | 11.9385 | 776 | 0.9482 | 0.0255 | 0.9482 | 0.9737 |
440
- | 0.3198 | 11.9692 | 778 | 0.9621 | 0.1353 | 0.9621 | 0.9809 |
441
- | 0.3198 | 12.0 | 780 | 0.9687 | 0.1313 | 0.9687 | 0.9842 |
442
- | 0.3198 | 12.0308 | 782 | 0.9572 | 0.0618 | 0.9572 | 0.9784 |
443
- | 0.3198 | 12.0615 | 784 | 0.9657 | 0.0262 | 0.9657 | 0.9827 |
444
- | 0.3198 | 12.0923 | 786 | 0.9873 | 0.0646 | 0.9873 | 0.9936 |
445
- | 0.3198 | 12.1231 | 788 | 0.9889 | 0.0627 | 0.9889 | 0.9945 |
446
- | 0.3198 | 12.1538 | 790 | 1.0035 | 0.1179 | 1.0035 | 1.0017 |
447
- | 0.3198 | 12.1846 | 792 | 1.0186 | 0.2149 | 1.0186 | 1.0093 |
448
- | 0.3198 | 12.2154 | 794 | 1.0125 | 0.2632 | 1.0125 | 1.0062 |
449
- | 0.3198 | 12.2462 | 796 | 0.9946 | 0.1179 | 0.9946 | 0.9973 |
450
- | 0.3198 | 12.2769 | 798 | 0.9775 | 0.1014 | 0.9775 | 0.9887 |
451
- | 0.3198 | 12.3077 | 800 | 1.0043 | 0.0734 | 1.0043 | 1.0022 |
452
- | 0.3198 | 12.3385 | 802 | 1.0626 | 0.0166 | 1.0626 | 1.0308 |
453
- | 0.3198 | 12.3692 | 804 | 1.0865 | -0.0156 | 1.0865 | 1.0423 |
454
- | 0.3198 | 12.4 | 806 | 1.0505 | 0.0166 | 1.0505 | 1.0250 |
455
- | 0.3198 | 12.4308 | 808 | 1.0299 | 0.0500 | 1.0299 | 1.0148 |
456
- | 0.3198 | 12.4615 | 810 | 0.9910 | 0.0447 | 0.9910 | 0.9955 |
457
- | 0.3198 | 12.4923 | 812 | 0.9604 | 0.0377 | 0.9604 | 0.9800 |
458
- | 0.3198 | 12.5231 | 814 | 0.9530 | 0.0627 | 0.9530 | 0.9762 |
459
- | 0.3198 | 12.5538 | 816 | 0.9545 | 0.1313 | 0.9545 | 0.9770 |
460
- | 0.3198 | 12.5846 | 818 | 0.9356 | 0.1007 | 0.9356 | 0.9673 |
461
- | 0.3198 | 12.6154 | 820 | 0.9270 | 0.1007 | 0.9270 | 0.9628 |
462
- | 0.3198 | 12.6462 | 822 | 0.9401 | -0.0023 | 0.9401 | 0.9696 |
463
- | 0.3198 | 12.6769 | 824 | 0.9843 | -0.0313 | 0.9843 | 0.9921 |
464
- | 0.3198 | 12.7077 | 826 | 1.0042 | 0.0087 | 1.0042 | 1.0021 |
465
- | 0.3198 | 12.7385 | 828 | 0.9851 | 0.0023 | 0.9851 | 0.9925 |
466
- | 0.3198 | 12.7692 | 830 | 0.9708 | 0.0289 | 0.9708 | 0.9853 |
467
- | 0.3198 | 12.8 | 832 | 0.9604 | 0.1313 | 0.9604 | 0.9800 |
468
- | 0.3198 | 12.8308 | 834 | 0.9413 | 0.1752 | 0.9413 | 0.9702 |
469
- | 0.3198 | 12.8615 | 836 | 0.9152 | 0.0643 | 0.9152 | 0.9567 |
470
- | 0.3198 | 12.8923 | 838 | 0.8934 | 0.0643 | 0.8934 | 0.9452 |
471
- | 0.3198 | 12.9231 | 840 | 0.8999 | 0.0283 | 0.8999 | 0.9486 |
472
- | 0.3198 | 12.9538 | 842 | 0.9385 | -0.0375 | 0.9385 | 0.9688 |
473
- | 0.3198 | 12.9846 | 844 | 0.9779 | 0.0494 | 0.9779 | 0.9889 |
474
- | 0.3198 | 13.0154 | 846 | 1.0074 | 0.0488 | 1.0074 | 1.0037 |
475
- | 0.3198 | 13.0462 | 848 | 1.0145 | 0.0459 | 1.0145 | 1.0072 |
476
- | 0.3198 | 13.0769 | 850 | 0.9865 | 0.0377 | 0.9865 | 0.9932 |
477
- | 0.3198 | 13.1077 | 852 | 0.9746 | 0.0637 | 0.9746 | 0.9872 |
478
- | 0.3198 | 13.1385 | 854 | 0.9751 | 0.0637 | 0.9751 | 0.9875 |
479
- | 0.3198 | 13.1692 | 856 | 0.9626 | 0.0594 | 0.9626 | 0.9811 |
480
- | 0.3198 | 13.2 | 858 | 0.9499 | 0.1624 | 0.9499 | 0.9746 |
481
- | 0.3198 | 13.2308 | 860 | 0.9313 | 0.3341 | 0.9313 | 0.9651 |
482
- | 0.3198 | 13.2615 | 862 | 0.9070 | 0.3341 | 0.9070 | 0.9524 |
483
- | 0.3198 | 13.2923 | 864 | 0.8742 | 0.2751 | 0.8742 | 0.9350 |
484
- | 0.3198 | 13.3231 | 866 | 0.8528 | 0.2063 | 0.8528 | 0.9235 |
485
- | 0.3198 | 13.3538 | 868 | 0.8434 | 0.2063 | 0.8434 | 0.9184 |
486
- | 0.3198 | 13.3846 | 870 | 0.8583 | 0.2063 | 0.8583 | 0.9264 |
487
- | 0.3198 | 13.4154 | 872 | 0.8688 | -0.0121 | 0.8688 | 0.9321 |
488
- | 0.3198 | 13.4462 | 874 | 0.8750 | 0.0295 | 0.8750 | 0.9354 |
489
- | 0.3198 | 13.4769 | 876 | 0.8833 | 0.0295 | 0.8833 | 0.9399 |
490
- | 0.3198 | 13.5077 | 878 | 0.8987 | 0.0643 | 0.8987 | 0.9480 |
491
- | 0.3198 | 13.5385 | 880 | 0.9350 | 0.2285 | 0.9350 | 0.9669 |
492
- | 0.3198 | 13.5692 | 882 | 0.9510 | 0.2527 | 0.9510 | 0.9752 |
493
- | 0.3198 | 13.6 | 884 | 0.9309 | 0.2718 | 0.9309 | 0.9648 |
494
- | 0.3198 | 13.6308 | 886 | 0.8982 | 0.0966 | 0.8982 | 0.9478 |
495
- | 0.3198 | 13.6615 | 888 | 0.8727 | 0.0679 | 0.8727 | 0.9342 |
496
- | 0.3198 | 13.6923 | 890 | 0.8682 | 0.0283 | 0.8682 | 0.9318 |
497
- | 0.3198 | 13.7231 | 892 | 0.8833 | -0.0099 | 0.8833 | 0.9398 |
498
- | 0.3198 | 13.7538 | 894 | 0.8911 | 0.0255 | 0.8911 | 0.9440 |
499
- | 0.3198 | 13.7846 | 896 | 0.9021 | 0.1884 | 0.9021 | 0.9498 |
500
- | 0.3198 | 13.8154 | 898 | 0.9396 | 0.2722 | 0.9396 | 0.9693 |
501
- | 0.3198 | 13.8462 | 900 | 0.9413 | 0.2722 | 0.9413 | 0.9702 |
502
- | 0.3198 | 13.8769 | 902 | 0.9287 | 0.0930 | 0.9287 | 0.9637 |
503
- | 0.3198 | 13.9077 | 904 | 0.9371 | 0.0200 | 0.9371 | 0.9680 |
504
- | 0.3198 | 13.9385 | 906 | 0.9467 | 0.0200 | 0.9467 | 0.9730 |
505
- | 0.3198 | 13.9692 | 908 | 0.9460 | 0.0255 | 0.9460 | 0.9726 |
506
- | 0.3198 | 14.0 | 910 | 0.9394 | 0.0200 | 0.9394 | 0.9692 |
507
- | 0.3198 | 14.0308 | 912 | 0.9254 | 0.0573 | 0.9254 | 0.9620 |
508
- | 0.3198 | 14.0615 | 914 | 0.9210 | 0.1313 | 0.9210 | 0.9597 |
509
- | 0.3198 | 14.0923 | 916 | 0.9265 | 0.2883 | 0.9265 | 0.9625 |
510
- | 0.3198 | 14.1231 | 918 | 0.9287 | 0.2883 | 0.9287 | 0.9637 |
511
- | 0.3198 | 14.1538 | 920 | 0.9214 | 0.1268 | 0.9214 | 0.9599 |
512
- | 0.3198 | 14.1846 | 922 | 0.9235 | 0.0255 | 0.9235 | 0.9610 |
513
- | 0.3198 | 14.2154 | 924 | 0.9444 | -0.0870 | 0.9444 | 0.9718 |
514
- | 0.3198 | 14.2462 | 926 | 0.9506 | -0.0441 | 0.9506 | 0.9750 |
515
- | 0.3198 | 14.2769 | 928 | 0.9465 | -0.0117 | 0.9465 | 0.9729 |
516
- | 0.3198 | 14.3077 | 930 | 0.9524 | 0.1009 | 0.9524 | 0.9759 |
517
- | 0.3198 | 14.3385 | 932 | 0.9565 | 0.1009 | 0.9565 | 0.9780 |
518
- | 0.3198 | 14.3692 | 934 | 0.9577 | 0.0255 | 0.9577 | 0.9786 |
519
- | 0.3198 | 14.4 | 936 | 0.9694 | 0.0378 | 0.9694 | 0.9846 |
520
- | 0.3198 | 14.4308 | 938 | 1.0020 | 0.0125 | 1.0020 | 1.0010 |
521
- | 0.3198 | 14.4615 | 940 | 1.0052 | 0.0125 | 1.0052 | 1.0026 |
522
- | 0.3198 | 14.4923 | 942 | 0.9737 | 0.0419 | 0.9737 | 0.9868 |
523
- | 0.3198 | 14.5231 | 944 | 0.9356 | 0.1347 | 0.9356 | 0.9672 |
524
- | 0.3198 | 14.5538 | 946 | 0.9203 | 0.1972 | 0.9203 | 0.9593 |
525
- | 0.3198 | 14.5846 | 948 | 0.9052 | 0.2652 | 0.9052 | 0.9514 |
526
- | 0.3198 | 14.6154 | 950 | 0.8594 | 0.2652 | 0.8594 | 0.9270 |
527
- | 0.3198 | 14.6462 | 952 | 0.8197 | 0.1699 | 0.8197 | 0.9054 |
528
- | 0.3198 | 14.6769 | 954 | 0.8230 | 0.1407 | 0.8230 | 0.9072 |
529
- | 0.3198 | 14.7077 | 956 | 0.8459 | -0.0495 | 0.8459 | 0.9197 |
530
- | 0.3198 | 14.7385 | 958 | 0.8747 | 0.0 | 0.8747 | 0.9352 |
531
- | 0.3198 | 14.7692 | 960 | 0.9000 | 0.0870 | 0.9000 | 0.9487 |
532
- | 0.3198 | 14.8 | 962 | 0.9115 | 0.0066 | 0.9115 | 0.9547 |
533
- | 0.3198 | 14.8308 | 964 | 0.9144 | 0.1661 | 0.9144 | 0.9563 |
534
- | 0.3198 | 14.8615 | 966 | 0.9183 | 0.2652 | 0.9183 | 0.9583 |
535
- | 0.3198 | 14.8923 | 968 | 0.9144 | 0.3031 | 0.9144 | 0.9563 |
536
- | 0.3198 | 14.9231 | 970 | 0.9102 | 0.3031 | 0.9102 | 0.9540 |
537
- | 0.3198 | 14.9538 | 972 | 0.9063 | 0.1720 | 0.9063 | 0.9520 |
538
- | 0.3198 | 14.9846 | 974 | 0.9252 | 0.0444 | 0.9252 | 0.9619 |
539
- | 0.3198 | 15.0154 | 976 | 0.9483 | 0.0471 | 0.9483 | 0.9738 |
540
- | 0.3198 | 15.0462 | 978 | 0.9406 | 0.0883 | 0.9406 | 0.9699 |
541
- | 0.3198 | 15.0769 | 980 | 0.9048 | 0.0421 | 0.9048 | 0.9512 |
542
- | 0.3198 | 15.1077 | 982 | 0.8942 | 0.1051 | 0.8942 | 0.9456 |
543
- | 0.3198 | 15.1385 | 984 | 0.9334 | 0.2471 | 0.9334 | 0.9661 |
544
- | 0.3198 | 15.1692 | 986 | 0.9635 | 0.2345 | 0.9635 | 0.9816 |
545
- | 0.3198 | 15.2 | 988 | 0.9504 | 0.2471 | 0.9504 | 0.9749 |
546
- | 0.3198 | 15.2308 | 990 | 0.9157 | 0.1009 | 0.9157 | 0.9569 |
547
- | 0.3198 | 15.2615 | 992 | 0.8979 | 0.0652 | 0.8979 | 0.9476 |
548
- | 0.3198 | 15.2923 | 994 | 0.8902 | 0.0652 | 0.8902 | 0.9435 |
549
- | 0.3198 | 15.3231 | 996 | 0.8751 | 0.0652 | 0.8751 | 0.9355 |
550
- | 0.3198 | 15.3538 | 998 | 0.8698 | 0.1407 | 0.8698 | 0.9326 |
551
- | 0.0739 | 15.3846 | 1000 | 0.8700 | 0.1359 | 0.8700 | 0.9328 |
552
- | 0.0739 | 15.4154 | 1002 | 0.8683 | 0.1752 | 0.8683 | 0.9318 |
553
- | 0.0739 | 15.4462 | 1004 | 0.8682 | 0.1752 | 0.8682 | 0.9318 |
554
- | 0.0739 | 15.4769 | 1006 | 0.8734 | 0.1009 | 0.8734 | 0.9346 |
555
- | 0.0739 | 15.5077 | 1008 | 0.8819 | 0.1009 | 0.8819 | 0.9391 |
556
- | 0.0739 | 15.5385 | 1010 | 0.8958 | 0.0301 | 0.8958 | 0.9464 |
557
- | 0.0739 | 15.5692 | 1012 | 0.8913 | 0.0283 | 0.8913 | 0.9441 |
558
- | 0.0739 | 15.6 | 1014 | 0.8760 | 0.1009 | 0.8760 | 0.9359 |
559
 
560
 
561
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k19_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k19_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: 0.7313
19
+ - Qwk: 0.2193
20
+ - Mse: 0.7313
21
+ - Rmse: 0.8552
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0317 | 2 | 2.6268 | -0.0109 | 2.6268 | 1.6207 |
53
+ | No log | 0.0635 | 4 | 1.3499 | 0.1000 | 1.3499 | 1.1619 |
54
+ | No log | 0.0952 | 6 | 0.9620 | -0.0550 | 0.9620 | 0.9808 |
55
+ | No log | 0.1270 | 8 | 1.3578 | -0.0471 | 1.3578 | 1.1652 |
56
+ | No log | 0.1587 | 10 | 1.2481 | -0.0733 | 1.2481 | 1.1172 |
57
+ | No log | 0.1905 | 12 | 0.9136 | 0.1221 | 0.9136 | 0.9558 |
58
+ | No log | 0.2222 | 14 | 0.8425 | 0.1094 | 0.8425 | 0.9179 |
59
+ | No log | 0.2540 | 16 | 0.8038 | 0.0 | 0.8038 | 0.8965 |
60
+ | No log | 0.2857 | 18 | 0.7850 | 0.0 | 0.7850 | 0.8860 |
61
+ | No log | 0.3175 | 20 | 0.7713 | 0.0 | 0.7713 | 0.8782 |
62
+ | No log | 0.3492 | 22 | 0.7838 | 0.0 | 0.7838 | 0.8853 |
63
+ | No log | 0.3810 | 24 | 0.8451 | 0.1770 | 0.8451 | 0.9193 |
64
+ | No log | 0.4127 | 26 | 0.8933 | 0.2769 | 0.8933 | 0.9452 |
65
+ | No log | 0.4444 | 28 | 0.7988 | 0.2156 | 0.7988 | 0.8938 |
66
+ | No log | 0.4762 | 30 | 0.7136 | -0.0027 | 0.7136 | 0.8448 |
67
+ | No log | 0.5079 | 32 | 0.7036 | 0.1187 | 0.7036 | 0.8388 |
68
+ | No log | 0.5397 | 34 | 0.7372 | 0.1456 | 0.7372 | 0.8586 |
69
+ | No log | 0.5714 | 36 | 0.7852 | 0.0444 | 0.7852 | 0.8861 |
70
+ | No log | 0.6032 | 38 | 0.9132 | -0.0228 | 0.9132 | 0.9556 |
71
+ | No log | 0.6349 | 40 | 0.8923 | 0.0145 | 0.8923 | 0.9446 |
72
+ | No log | 0.6667 | 42 | 0.7901 | 0.0481 | 0.7901 | 0.8889 |
73
+ | No log | 0.6984 | 44 | 0.7431 | 0.2454 | 0.7431 | 0.8620 |
74
+ | No log | 0.7302 | 46 | 0.7169 | 0.1272 | 0.7169 | 0.8467 |
75
+ | No log | 0.7619 | 48 | 0.8347 | 0.0 | 0.8347 | 0.9136 |
76
+ | No log | 0.7937 | 50 | 0.9373 | 0.0 | 0.9373 | 0.9682 |
77
+ | No log | 0.8254 | 52 | 0.9355 | 0.0 | 0.9355 | 0.9672 |
78
+ | No log | 0.8571 | 54 | 0.8647 | 0.0 | 0.8647 | 0.9299 |
79
+ | No log | 0.8889 | 56 | 0.8061 | 0.0 | 0.8061 | 0.8979 |
80
+ | No log | 0.9206 | 58 | 0.7828 | 0.0 | 0.7828 | 0.8848 |
81
+ | No log | 0.9524 | 60 | 0.7792 | 0.0 | 0.7792 | 0.8827 |
82
+ | No log | 0.9841 | 62 | 0.7980 | 0.0 | 0.7980 | 0.8933 |
83
+ | No log | 1.0159 | 64 | 0.8152 | 0.0 | 0.8152 | 0.9029 |
84
+ | No log | 1.0476 | 66 | 0.8441 | 0.0 | 0.8441 | 0.9187 |
85
+ | No log | 1.0794 | 68 | 0.9179 | 0.1711 | 0.9179 | 0.9581 |
86
+ | No log | 1.1111 | 70 | 0.8751 | 0.1352 | 0.8751 | 0.9354 |
87
+ | No log | 1.1429 | 72 | 0.8854 | 0.0947 | 0.8854 | 0.9409 |
88
+ | No log | 1.1746 | 74 | 0.9144 | 0.0522 | 0.9144 | 0.9562 |
89
+ | No log | 1.2063 | 76 | 0.8456 | 0.0481 | 0.8456 | 0.9196 |
90
+ | No log | 1.2381 | 78 | 0.7870 | 0.0717 | 0.7870 | 0.8872 |
91
+ | No log | 1.2698 | 80 | 0.7815 | 0.0717 | 0.7815 | 0.8840 |
92
+ | No log | 1.3016 | 82 | 0.7831 | 0.0798 | 0.7831 | 0.8849 |
93
+ | No log | 1.3333 | 84 | 0.8263 | 0.0509 | 0.8263 | 0.9090 |
94
+ | No log | 1.3651 | 86 | 0.9857 | 0.0966 | 0.9857 | 0.9928 |
95
+ | No log | 1.3968 | 88 | 1.2214 | 0.1468 | 1.2214 | 1.1052 |
96
+ | No log | 1.4286 | 90 | 1.2053 | 0.1234 | 1.2053 | 1.0979 |
97
+ | No log | 1.4603 | 92 | 1.0389 | 0.2702 | 1.0389 | 1.0193 |
98
+ | No log | 1.4921 | 94 | 0.8623 | 0.3444 | 0.8623 | 0.9286 |
99
+ | No log | 1.5238 | 96 | 0.7409 | 0.0851 | 0.7409 | 0.8607 |
100
+ | No log | 1.5556 | 98 | 0.7610 | 0.0798 | 0.7610 | 0.8724 |
101
+ | No log | 1.5873 | 100 | 0.8358 | 0.0798 | 0.8358 | 0.9142 |
102
+ | No log | 1.6190 | 102 | 1.0402 | -0.0424 | 1.0402 | 1.0199 |
103
+ | No log | 1.6508 | 104 | 1.0845 | -0.0316 | 1.0845 | 1.0414 |
104
+ | No log | 1.6825 | 106 | 0.8925 | 0.0464 | 0.8925 | 0.9447 |
105
+ | No log | 1.7143 | 108 | 0.8573 | 0.0024 | 0.8573 | 0.9259 |
106
+ | No log | 1.7460 | 110 | 0.8069 | 0.0408 | 0.8069 | 0.8983 |
107
+ | No log | 1.7778 | 112 | 0.8444 | 0.0437 | 0.8444 | 0.9189 |
108
+ | No log | 1.8095 | 114 | 0.8878 | 0.1281 | 0.8878 | 0.9422 |
109
+ | No log | 1.8413 | 116 | 1.1026 | 0.0710 | 1.1026 | 1.0500 |
110
+ | No log | 1.8730 | 118 | 1.0548 | 0.1271 | 1.0548 | 1.0270 |
111
+ | No log | 1.9048 | 120 | 1.0378 | 0.0980 | 1.0378 | 1.0187 |
112
+ | No log | 1.9365 | 122 | 0.8730 | 0.0026 | 0.8730 | 0.9344 |
113
+ | No log | 1.9683 | 124 | 0.7755 | -0.0027 | 0.7755 | 0.8806 |
114
+ | No log | 2.0 | 126 | 0.7685 | 0.0393 | 0.7685 | 0.8767 |
115
+ | No log | 2.0317 | 128 | 0.7676 | 0.1187 | 0.7676 | 0.8761 |
116
+ | No log | 2.0635 | 130 | 0.7741 | 0.0393 | 0.7741 | 0.8798 |
117
+ | No log | 2.0952 | 132 | 0.7805 | 0.0410 | 0.7805 | 0.8835 |
118
+ | No log | 2.1270 | 134 | 0.8172 | 0.1673 | 0.8172 | 0.9040 |
119
+ | No log | 2.1587 | 136 | 0.8997 | 0.2277 | 0.8997 | 0.9485 |
120
+ | No log | 2.1905 | 138 | 0.9256 | 0.2254 | 0.9256 | 0.9621 |
121
+ | No log | 2.2222 | 140 | 0.8195 | 0.3031 | 0.8195 | 0.9052 |
122
+ | No log | 2.2540 | 142 | 0.7363 | 0.1561 | 0.7363 | 0.8581 |
123
+ | No log | 2.2857 | 144 | 0.7376 | 0.1863 | 0.7376 | 0.8589 |
124
+ | No log | 2.3175 | 146 | 0.7344 | 0.1863 | 0.7344 | 0.8570 |
125
+ | No log | 2.3492 | 148 | 0.7553 | 0.1224 | 0.7553 | 0.8691 |
126
+ | No log | 2.3810 | 150 | 0.8162 | 0.1304 | 0.8162 | 0.9034 |
127
+ | No log | 2.4127 | 152 | 0.7930 | 0.1255 | 0.7930 | 0.8905 |
128
+ | No log | 2.4444 | 154 | 0.7830 | 0.1586 | 0.7830 | 0.8849 |
129
+ | No log | 2.4762 | 156 | 0.7571 | 0.1569 | 0.7571 | 0.8701 |
130
+ | No log | 2.5079 | 158 | 0.7640 | 0.2023 | 0.7640 | 0.8741 |
131
+ | No log | 2.5397 | 160 | 0.7731 | 0.2270 | 0.7731 | 0.8793 |
132
+ | No log | 2.5714 | 162 | 0.7743 | 0.2951 | 0.7743 | 0.8800 |
133
+ | No log | 2.6032 | 164 | 0.7927 | 0.2843 | 0.7927 | 0.8903 |
134
+ | No log | 2.6349 | 166 | 0.8208 | 0.2661 | 0.8208 | 0.9060 |
135
+ | No log | 2.6667 | 168 | 0.7707 | 0.4006 | 0.7707 | 0.8779 |
136
+ | No log | 2.6984 | 170 | 0.8028 | 0.2879 | 0.8028 | 0.8960 |
137
+ | No log | 2.7302 | 172 | 0.9098 | 0.2895 | 0.9098 | 0.9539 |
138
+ | No log | 2.7619 | 174 | 0.8578 | 0.2991 | 0.8578 | 0.9262 |
139
+ | No log | 2.7937 | 176 | 0.7826 | 0.2998 | 0.7826 | 0.8847 |
140
+ | No log | 2.8254 | 178 | 0.7500 | 0.3982 | 0.7500 | 0.8661 |
141
+ | No log | 2.8571 | 180 | 0.8295 | 0.3367 | 0.8295 | 0.9108 |
142
+ | No log | 2.8889 | 182 | 0.9964 | 0.0679 | 0.9964 | 0.9982 |
143
+ | No log | 2.9206 | 184 | 0.9434 | 0.0925 | 0.9434 | 0.9713 |
144
+ | No log | 2.9524 | 186 | 0.8342 | 0.1218 | 0.8342 | 0.9134 |
145
+ | No log | 2.9841 | 188 | 0.7720 | 0.2243 | 0.7720 | 0.8786 |
146
+ | No log | 3.0159 | 190 | 0.8439 | 0.2153 | 0.8439 | 0.9186 |
147
+ | No log | 3.0476 | 192 | 0.8505 | 0.2153 | 0.8505 | 0.9222 |
148
+ | No log | 3.0794 | 194 | 0.7806 | 0.2677 | 0.7806 | 0.8835 |
149
+ | No log | 3.1111 | 196 | 0.8832 | -0.0426 | 0.8832 | 0.9398 |
150
+ | No log | 3.1429 | 198 | 1.0015 | 0.0580 | 1.0015 | 1.0008 |
151
+ | No log | 3.1746 | 200 | 0.9382 | 0.0559 | 0.9382 | 0.9686 |
152
+ | No log | 3.2063 | 202 | 0.8289 | -0.0026 | 0.8289 | 0.9104 |
153
+ | No log | 3.2381 | 204 | 0.8023 | 0.1187 | 0.8023 | 0.8957 |
154
+ | No log | 3.2698 | 206 | 0.8002 | 0.1187 | 0.8002 | 0.8945 |
155
+ | No log | 3.3016 | 208 | 0.7929 | 0.1983 | 0.7929 | 0.8904 |
156
+ | No log | 3.3333 | 210 | 0.8199 | 0.0376 | 0.8199 | 0.9055 |
157
+ | No log | 3.3651 | 212 | 0.8759 | 0.0822 | 0.8759 | 0.9359 |
158
+ | No log | 3.3968 | 214 | 0.8439 | 0.2264 | 0.8439 | 0.9186 |
159
+ | No log | 3.4286 | 216 | 0.7945 | 0.2451 | 0.7945 | 0.8913 |
160
+ | No log | 3.4603 | 218 | 0.7745 | 0.2717 | 0.7745 | 0.8801 |
161
+ | No log | 3.4921 | 220 | 0.7685 | 0.2890 | 0.7685 | 0.8766 |
162
+ | No log | 3.5238 | 222 | 0.7834 | 0.2181 | 0.7834 | 0.8851 |
163
+ | No log | 3.5556 | 224 | 0.8250 | 0.1176 | 0.8250 | 0.9083 |
164
+ | No log | 3.5873 | 226 | 0.8406 | 0.1558 | 0.8406 | 0.9168 |
165
+ | No log | 3.6190 | 228 | 0.8371 | 0.2126 | 0.8371 | 0.9149 |
166
+ | No log | 3.6508 | 230 | 0.8186 | 0.2224 | 0.8186 | 0.9048 |
167
+ | No log | 3.6825 | 232 | 0.8594 | 0.2009 | 0.8594 | 0.9270 |
168
+ | No log | 3.7143 | 234 | 0.8921 | 0.2009 | 0.8921 | 0.9445 |
169
+ | No log | 3.7460 | 236 | 0.8619 | 0.2009 | 0.8619 | 0.9284 |
170
+ | No log | 3.7778 | 238 | 0.8312 | 0.2152 | 0.8312 | 0.9117 |
171
+ | No log | 3.8095 | 240 | 0.8494 | 0.2318 | 0.8494 | 0.9217 |
172
+ | No log | 3.8413 | 242 | 0.8306 | 0.2744 | 0.8306 | 0.9114 |
173
+ | No log | 3.8730 | 244 | 0.8479 | 0.2389 | 0.8479 | 0.9208 |
174
+ | No log | 3.9048 | 246 | 0.9091 | 0.1826 | 0.9091 | 0.9535 |
175
+ | No log | 3.9365 | 248 | 0.9514 | 0.0531 | 0.9514 | 0.9754 |
176
+ | No log | 3.9683 | 250 | 0.8524 | 0.2319 | 0.8524 | 0.9233 |
177
+ | No log | 4.0 | 252 | 0.8281 | 0.2160 | 0.8281 | 0.9100 |
178
+ | No log | 4.0317 | 254 | 1.0160 | 0.1176 | 1.0160 | 1.0080 |
179
+ | No log | 4.0635 | 256 | 1.1229 | 0.0689 | 1.1229 | 1.0597 |
180
+ | No log | 4.0952 | 258 | 1.0342 | 0.1176 | 1.0342 | 1.0170 |
181
+ | No log | 4.1270 | 260 | 0.8462 | 0.1538 | 0.8462 | 0.9199 |
182
+ | No log | 4.1587 | 262 | 0.8161 | 0.3081 | 0.8161 | 0.9034 |
183
+ | No log | 4.1905 | 264 | 0.8869 | 0.1800 | 0.8869 | 0.9417 |
184
+ | No log | 4.2222 | 266 | 0.8746 | 0.1961 | 0.8746 | 0.9352 |
185
+ | No log | 4.2540 | 268 | 0.8283 | 0.2591 | 0.8283 | 0.9101 |
186
+ | No log | 4.2857 | 270 | 0.8411 | 0.1961 | 0.8411 | 0.9171 |
187
+ | No log | 4.3175 | 272 | 0.8428 | 0.1961 | 0.8428 | 0.9180 |
188
+ | No log | 4.3492 | 274 | 0.8298 | 0.2591 | 0.8298 | 0.9109 |
189
+ | No log | 4.3810 | 276 | 0.8560 | 0.2009 | 0.8560 | 0.9252 |
190
+ | No log | 4.4127 | 278 | 0.8378 | 0.2389 | 0.8378 | 0.9153 |
191
+ | No log | 4.4444 | 280 | 0.7927 | 0.2270 | 0.7927 | 0.8903 |
192
+ | No log | 4.4762 | 282 | 0.7818 | 0.2327 | 0.7818 | 0.8842 |
193
+ | No log | 4.5079 | 284 | 0.7859 | 0.2270 | 0.7859 | 0.8865 |
194
+ | No log | 4.5397 | 286 | 0.8002 | 0.2058 | 0.8002 | 0.8945 |
195
+ | No log | 4.5714 | 288 | 0.7870 | 0.2058 | 0.7870 | 0.8871 |
196
+ | No log | 4.6032 | 290 | 0.7579 | 0.3667 | 0.7579 | 0.8706 |
197
+ | No log | 4.6349 | 292 | 0.7461 | 0.3252 | 0.7461 | 0.8638 |
198
+ | No log | 4.6667 | 294 | 0.7361 | 0.4012 | 0.7361 | 0.8580 |
199
+ | No log | 4.6984 | 296 | 0.7656 | 0.4092 | 0.7656 | 0.8750 |
200
+ | No log | 4.7302 | 298 | 0.7820 | 0.4059 | 0.7820 | 0.8843 |
201
+ | No log | 4.7619 | 300 | 0.7779 | 0.3399 | 0.7779 | 0.8820 |
202
+ | No log | 4.7937 | 302 | 0.7438 | 0.3885 | 0.7438 | 0.8625 |
203
+ | No log | 4.8254 | 304 | 0.7547 | 0.2877 | 0.7547 | 0.8687 |
204
+ | No log | 4.8571 | 306 | 0.7874 | 0.2813 | 0.7874 | 0.8874 |
205
+ | No log | 4.8889 | 308 | 0.7837 | 0.2717 | 0.7837 | 0.8853 |
206
+ | No log | 4.9206 | 310 | 0.7783 | 0.2353 | 0.7783 | 0.8822 |
207
+ | No log | 4.9524 | 312 | 0.7938 | 0.2283 | 0.7938 | 0.8910 |
208
+ | No log | 4.9841 | 314 | 0.8091 | 0.2611 | 0.8091 | 0.8995 |
209
+ | No log | 5.0159 | 316 | 0.7886 | 0.2674 | 0.7886 | 0.8880 |
210
+ | No log | 5.0476 | 318 | 0.7752 | 0.2955 | 0.7752 | 0.8805 |
211
+ | No log | 5.0794 | 320 | 0.7979 | 0.2530 | 0.7979 | 0.8933 |
212
+ | No log | 5.1111 | 322 | 0.8513 | 0.1566 | 0.8513 | 0.9226 |
213
+ | No log | 5.1429 | 324 | 0.8443 | 0.1607 | 0.8443 | 0.9189 |
214
+ | No log | 5.1746 | 326 | 0.7871 | 0.3961 | 0.7871 | 0.8872 |
215
+ | No log | 5.2063 | 328 | 0.7838 | 0.3467 | 0.7838 | 0.8853 |
216
+ | No log | 5.2381 | 330 | 0.7890 | 0.3467 | 0.7890 | 0.8882 |
217
+ | No log | 5.2698 | 332 | 0.7893 | 0.3122 | 0.7893 | 0.8884 |
218
+ | No log | 5.3016 | 334 | 0.8225 | 0.3816 | 0.8225 | 0.9069 |
219
+ | No log | 5.3333 | 336 | 0.8231 | 0.3839 | 0.8231 | 0.9073 |
220
+ | No log | 5.3651 | 338 | 0.8287 | 0.2540 | 0.8287 | 0.9103 |
221
+ | No log | 5.3968 | 340 | 0.8916 | 0.2332 | 0.8916 | 0.9442 |
222
+ | No log | 5.4286 | 342 | 0.8777 | 0.2355 | 0.8777 | 0.9369 |
223
+ | No log | 5.4603 | 344 | 0.8186 | 0.2595 | 0.8186 | 0.9048 |
224
+ | No log | 5.4921 | 346 | 0.7899 | 0.2342 | 0.7899 | 0.8887 |
225
+ | No log | 5.5238 | 348 | 0.7791 | 0.2058 | 0.7791 | 0.8827 |
226
+ | No log | 5.5556 | 350 | 0.7763 | 0.1550 | 0.7763 | 0.8811 |
227
+ | No log | 5.5873 | 352 | 0.7721 | 0.1550 | 0.7721 | 0.8787 |
228
+ | No log | 5.6190 | 354 | 0.7645 | 0.1550 | 0.7645 | 0.8744 |
229
+ | No log | 5.6508 | 356 | 0.7692 | 0.1550 | 0.7692 | 0.8771 |
230
+ | No log | 5.6825 | 358 | 0.7903 | 0.1336 | 0.7903 | 0.8890 |
231
+ | No log | 5.7143 | 360 | 0.8221 | 0.1984 | 0.8221 | 0.9067 |
232
+ | No log | 5.7460 | 362 | 0.8543 | 0.2595 | 0.8543 | 0.9243 |
233
+ | No log | 5.7778 | 364 | 0.8478 | 0.3122 | 0.8478 | 0.9208 |
234
+ | No log | 5.8095 | 366 | 0.9313 | 0.2183 | 0.9313 | 0.9650 |
235
+ | No log | 5.8413 | 368 | 0.9865 | 0.2201 | 0.9865 | 0.9932 |
236
+ | No log | 5.8730 | 370 | 0.9018 | 0.2696 | 0.9018 | 0.9496 |
237
+ | No log | 5.9048 | 372 | 0.8168 | 0.2780 | 0.8168 | 0.9038 |
238
+ | No log | 5.9365 | 374 | 0.7753 | 0.2543 | 0.7753 | 0.8805 |
239
+ | No log | 5.9683 | 376 | 0.7710 | 0.2884 | 0.7710 | 0.8781 |
240
+ | No log | 6.0 | 378 | 0.7921 | 0.2843 | 0.7921 | 0.8900 |
241
+ | No log | 6.0317 | 380 | 0.7904 | 0.3051 | 0.7904 | 0.8890 |
242
+ | No log | 6.0635 | 382 | 0.8163 | 0.2751 | 0.8163 | 0.9035 |
243
+ | No log | 6.0952 | 384 | 0.8681 | 0.3068 | 0.8681 | 0.9317 |
244
+ | No log | 6.1270 | 386 | 0.8460 | 0.2617 | 0.8460 | 0.9198 |
245
+ | No log | 6.1587 | 388 | 0.8083 | 0.2993 | 0.8083 | 0.8990 |
246
+ | No log | 6.1905 | 390 | 0.7765 | 0.3482 | 0.7765 | 0.8812 |
247
+ | No log | 6.2222 | 392 | 0.7500 | 0.3714 | 0.7500 | 0.8660 |
248
+ | No log | 6.2540 | 394 | 0.7489 | 0.2715 | 0.7489 | 0.8654 |
249
+ | No log | 6.2857 | 396 | 0.7750 | 0.2943 | 0.7750 | 0.8803 |
250
+ | No log | 6.3175 | 398 | 0.8595 | 0.2294 | 0.8595 | 0.9271 |
251
+ | No log | 6.3492 | 400 | 0.8959 | 0.2702 | 0.8959 | 0.9465 |
252
+ | No log | 6.3810 | 402 | 0.8403 | 0.3001 | 0.8403 | 0.9167 |
253
+ | No log | 6.4127 | 404 | 0.7700 | 0.3434 | 0.7700 | 0.8775 |
254
+ | No log | 6.4444 | 406 | 0.7613 | 0.2901 | 0.7613 | 0.8725 |
255
+ | No log | 6.4762 | 408 | 0.7684 | 0.2838 | 0.7684 | 0.8766 |
256
+ | No log | 6.5079 | 410 | 0.7809 | 0.3366 | 0.7809 | 0.8837 |
257
+ | No log | 6.5397 | 412 | 0.7863 | 0.2424 | 0.7863 | 0.8867 |
258
+ | No log | 6.5714 | 414 | 0.8011 | 0.3172 | 0.8011 | 0.8951 |
259
+ | No log | 6.6032 | 416 | 0.8229 | 0.3417 | 0.8229 | 0.9071 |
260
+ | No log | 6.6349 | 418 | 0.8365 | 0.2993 | 0.8365 | 0.9146 |
261
+ | No log | 6.6667 | 420 | 0.8315 | 0.2749 | 0.8315 | 0.9119 |
262
+ | No log | 6.6984 | 422 | 0.8329 | 0.2866 | 0.8329 | 0.9126 |
263
+ | No log | 6.7302 | 424 | 0.8118 | 0.3314 | 0.8118 | 0.9010 |
264
+ | No log | 6.7619 | 426 | 0.8218 | 0.3314 | 0.8218 | 0.9066 |
265
+ | No log | 6.7937 | 428 | 0.8043 | 0.2777 | 0.8043 | 0.8968 |
266
+ | No log | 6.8254 | 430 | 0.7883 | 0.2806 | 0.7883 | 0.8879 |
267
+ | No log | 6.8571 | 432 | 0.7732 | 0.2867 | 0.7732 | 0.8793 |
268
+ | No log | 6.8889 | 434 | 0.7760 | 0.1853 | 0.7760 | 0.8809 |
269
+ | No log | 6.9206 | 436 | 0.7921 | 0.3382 | 0.7921 | 0.8900 |
270
+ | No log | 6.9524 | 438 | 0.7770 | 0.2419 | 0.7770 | 0.8815 |
271
+ | No log | 6.9841 | 440 | 0.7706 | 0.2449 | 0.7706 | 0.8779 |
272
+ | No log | 7.0159 | 442 | 0.7533 | 0.3133 | 0.7533 | 0.8679 |
273
+ | No log | 7.0476 | 444 | 0.7527 | 0.3149 | 0.7527 | 0.8676 |
274
+ | No log | 7.0794 | 446 | 0.7571 | 0.2652 | 0.7571 | 0.8701 |
275
+ | No log | 7.1111 | 448 | 0.7538 | 0.3213 | 0.7538 | 0.8682 |
276
+ | No log | 7.1429 | 450 | 0.7520 | 0.3417 | 0.7520 | 0.8672 |
277
+ | No log | 7.1746 | 452 | 0.7658 | 0.3034 | 0.7658 | 0.8751 |
278
+ | No log | 7.2063 | 454 | 0.8022 | 0.2962 | 0.8022 | 0.8957 |
279
+ | No log | 7.2381 | 456 | 0.7753 | 0.3076 | 0.7753 | 0.8805 |
280
+ | No log | 7.2698 | 458 | 0.7564 | 0.3738 | 0.7564 | 0.8697 |
281
+ | No log | 7.3016 | 460 | 0.7993 | 0.2130 | 0.7993 | 0.8941 |
282
+ | No log | 7.3333 | 462 | 0.8111 | 0.2236 | 0.8111 | 0.9006 |
283
+ | No log | 7.3651 | 464 | 0.7701 | 0.2519 | 0.7701 | 0.8775 |
284
+ | No log | 7.3968 | 466 | 0.7735 | 0.2777 | 0.7735 | 0.8795 |
285
+ | No log | 7.4286 | 468 | 0.9514 | 0.2303 | 0.9514 | 0.9754 |
286
+ | No log | 7.4603 | 470 | 1.0735 | 0.1799 | 1.0735 | 1.0361 |
287
+ | No log | 7.4921 | 472 | 1.0192 | 0.1835 | 1.0192 | 1.0096 |
288
+ | No log | 7.5238 | 474 | 0.8638 | 0.1859 | 0.8638 | 0.9294 |
289
+ | No log | 7.5556 | 476 | 0.7978 | 0.3512 | 0.7978 | 0.8932 |
290
+ | No log | 7.5873 | 478 | 0.7958 | 0.3578 | 0.7958 | 0.8921 |
291
+ | No log | 7.6190 | 480 | 0.8217 | 0.2038 | 0.8217 | 0.9065 |
292
+ | No log | 7.6508 | 482 | 0.8199 | 0.2281 | 0.8199 | 0.9055 |
293
+ | No log | 7.6825 | 484 | 0.7903 | 0.2831 | 0.7903 | 0.8890 |
294
+ | No log | 7.7143 | 486 | 0.7774 | 0.2947 | 0.7774 | 0.8817 |
295
+ | No log | 7.7460 | 488 | 0.7691 | 0.3260 | 0.7691 | 0.8770 |
296
+ | No log | 7.7778 | 490 | 0.7451 | 0.3955 | 0.7451 | 0.8632 |
297
+ | No log | 7.8095 | 492 | 0.7433 | 0.4137 | 0.7433 | 0.8622 |
298
+ | No log | 7.8413 | 494 | 0.7492 | 0.4211 | 0.7492 | 0.8656 |
299
+ | No log | 7.8730 | 496 | 0.7502 | 0.4211 | 0.7502 | 0.8662 |
300
+ | No log | 7.9048 | 498 | 0.7416 | 0.4137 | 0.7416 | 0.8612 |
301
+ | 0.4124 | 7.9365 | 500 | 0.7378 | 0.3350 | 0.7378 | 0.8590 |
302
+ | 0.4124 | 7.9683 | 502 | 0.7313 | 0.2234 | 0.7313 | 0.8552 |
303
+ | 0.4124 | 8.0 | 504 | 0.7329 | 0.2774 | 0.7329 | 0.8561 |
304
+ | 0.4124 | 8.0317 | 506 | 0.7327 | 0.3258 | 0.7327 | 0.8560 |
305
+ | 0.4124 | 8.0635 | 508 | 0.7402 | 0.2884 | 0.7402 | 0.8603 |
306
+ | 0.4124 | 8.0952 | 510 | 0.7576 | 0.3683 | 0.7576 | 0.8704 |
307
+ | 0.4124 | 8.1270 | 512 | 0.7504 | 0.3478 | 0.7504 | 0.8663 |
308
+ | 0.4124 | 8.1587 | 514 | 0.7513 | 0.3944 | 0.7513 | 0.8668 |
309
+ | 0.4124 | 8.1905 | 516 | 0.7575 | 0.3725 | 0.7575 | 0.8703 |
310
+ | 0.4124 | 8.2222 | 518 | 0.7473 | 0.3360 | 0.7473 | 0.8645 |
311
+ | 0.4124 | 8.2540 | 520 | 0.7425 | 0.3352 | 0.7425 | 0.8617 |
312
+ | 0.4124 | 8.2857 | 522 | 0.7948 | 0.2722 | 0.7948 | 0.8915 |
313
+ | 0.4124 | 8.3175 | 524 | 0.8564 | 0.2754 | 0.8564 | 0.9254 |
314
+ | 0.4124 | 8.3492 | 526 | 0.8359 | 0.2887 | 0.8359 | 0.9143 |
315
+ | 0.4124 | 8.3810 | 528 | 0.7599 | 0.2621 | 0.7599 | 0.8717 |
316
+ | 0.4124 | 8.4127 | 530 | 0.7313 | 0.2193 | 0.7313 | 0.8552 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
317
 
318
 
319
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