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ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k3_task5_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: ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k2_task5_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_FineTuningAraBERT_run2_AugV5_k2_task5_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: 0.5357
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- - Qwk: 0.6447
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- - Mse: 0.5357
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- - Rmse: 0.7319
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  ## Model description
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@@ -49,272 +49,506 @@ 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 | 0.25 | 2 | 4.1135 | 0.0130 | 4.1135 | 2.0282 |
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- | No log | 0.5 | 4 | 2.2846 | 0.1047 | 2.2846 | 1.5115 |
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- | No log | 0.75 | 6 | 1.3250 | -0.0030 | 1.3250 | 1.1511 |
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- | No log | 1.0 | 8 | 1.0522 | 0.1837 | 1.0522 | 1.0258 |
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- | No log | 1.25 | 10 | 1.0442 | 0.1360 | 1.0442 | 1.0219 |
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- | No log | 1.5 | 12 | 1.0736 | 0.1545 | 1.0736 | 1.0362 |
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- | No log | 1.75 | 14 | 1.1683 | 0.1454 | 1.1683 | 1.0809 |
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- | No log | 2.0 | 16 | 1.3520 | -0.0320 | 1.3520 | 1.1628 |
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- | No log | 2.25 | 18 | 1.4032 | 0.0 | 1.4032 | 1.1846 |
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- | No log | 2.5 | 20 | 1.0958 | 0.2125 | 1.0958 | 1.0468 |
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- | No log | 2.75 | 22 | 0.8511 | 0.3476 | 0.8511 | 0.9226 |
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- | No log | 3.0 | 24 | 0.8826 | 0.3432 | 0.8826 | 0.9395 |
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- | No log | 3.25 | 26 | 0.8140 | 0.3922 | 0.8140 | 0.9022 |
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- | No log | 3.5 | 28 | 0.8160 | 0.3353 | 0.8160 | 0.9033 |
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- | No log | 3.75 | 30 | 0.7580 | 0.4409 | 0.7580 | 0.8706 |
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- | No log | 4.0 | 32 | 0.7589 | 0.4980 | 0.7589 | 0.8712 |
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- | No log | 4.25 | 34 | 0.7522 | 0.4613 | 0.7522 | 0.8673 |
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- | No log | 4.5 | 36 | 0.7229 | 0.5879 | 0.7229 | 0.8502 |
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- | No log | 4.75 | 38 | 0.7666 | 0.5674 | 0.7666 | 0.8755 |
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- | No log | 5.0 | 40 | 0.6977 | 0.5763 | 0.6977 | 0.8353 |
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- | No log | 5.25 | 42 | 0.6845 | 0.6187 | 0.6845 | 0.8273 |
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- | No log | 5.5 | 44 | 0.7104 | 0.6144 | 0.7104 | 0.8428 |
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- | No log | 5.75 | 46 | 0.7129 | 0.6052 | 0.7129 | 0.8443 |
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- | No log | 6.0 | 48 | 0.6838 | 0.5816 | 0.6838 | 0.8269 |
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- | No log | 6.25 | 50 | 0.6372 | 0.6186 | 0.6372 | 0.7982 |
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- | No log | 6.5 | 52 | 0.6234 | 0.6310 | 0.6234 | 0.7895 |
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- | No log | 6.75 | 54 | 0.6458 | 0.6215 | 0.6458 | 0.8036 |
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- | No log | 7.0 | 56 | 0.6598 | 0.6206 | 0.6598 | 0.8123 |
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- | No log | 7.25 | 58 | 0.6649 | 0.6365 | 0.6649 | 0.8154 |
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- | No log | 7.5 | 60 | 0.6388 | 0.6011 | 0.6388 | 0.7993 |
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- | No log | 7.75 | 62 | 0.6563 | 0.6564 | 0.6563 | 0.8101 |
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- | No log | 8.0 | 64 | 0.6015 | 0.6555 | 0.6015 | 0.7755 |
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- | No log | 8.25 | 66 | 0.6031 | 0.6593 | 0.6031 | 0.7766 |
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- | No log | 8.5 | 68 | 0.7642 | 0.5833 | 0.7642 | 0.8742 |
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- | No log | 8.75 | 70 | 0.8268 | 0.6312 | 0.8268 | 0.9093 |
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- | No log | 9.0 | 72 | 0.7127 | 0.6193 | 0.7127 | 0.8442 |
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- | No log | 9.25 | 74 | 0.6450 | 0.6272 | 0.6450 | 0.8031 |
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- | No log | 9.5 | 76 | 0.6335 | 0.6598 | 0.6335 | 0.7959 |
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- | No log | 9.75 | 78 | 0.6357 | 0.6570 | 0.6357 | 0.7973 |
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- | No log | 10.0 | 80 | 0.7572 | 0.6304 | 0.7572 | 0.8702 |
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- | No log | 10.25 | 82 | 0.9212 | 0.5504 | 0.9212 | 0.9598 |
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- | No log | 10.5 | 84 | 0.7210 | 0.6831 | 0.7210 | 0.8491 |
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- | No log | 10.75 | 86 | 0.6260 | 0.6988 | 0.6260 | 0.7912 |
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- | No log | 11.0 | 88 | 0.6695 | 0.6259 | 0.6695 | 0.8182 |
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- | No log | 11.25 | 90 | 0.6167 | 0.6681 | 0.6167 | 0.7853 |
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- | No log | 11.5 | 92 | 0.7750 | 0.6312 | 0.7750 | 0.8803 |
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- | No log | 11.75 | 94 | 0.8945 | 0.4995 | 0.8945 | 0.9458 |
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- | No log | 12.0 | 96 | 0.7172 | 0.6082 | 0.7172 | 0.8469 |
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- | No log | 12.25 | 98 | 0.6394 | 0.6424 | 0.6394 | 0.7996 |
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- | No log | 12.5 | 100 | 0.6456 | 0.6066 | 0.6456 | 0.8035 |
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- | No log | 12.75 | 102 | 0.6289 | 0.6649 | 0.6289 | 0.7930 |
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- | No log | 13.0 | 104 | 0.6888 | 0.6062 | 0.6888 | 0.8299 |
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- | No log | 13.25 | 106 | 0.6350 | 0.6426 | 0.6350 | 0.7969 |
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- | No log | 13.5 | 108 | 0.6074 | 0.6649 | 0.6074 | 0.7794 |
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- | No log | 13.75 | 110 | 0.6064 | 0.6349 | 0.6064 | 0.7787 |
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- | No log | 14.0 | 112 | 0.6658 | 0.6184 | 0.6658 | 0.8159 |
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- | No log | 14.25 | 114 | 0.6647 | 0.5653 | 0.6647 | 0.8153 |
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- | No log | 14.5 | 116 | 0.5837 | 0.7089 | 0.5837 | 0.7640 |
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- | No log | 14.75 | 118 | 0.5879 | 0.7239 | 0.5879 | 0.7667 |
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- | No log | 15.0 | 120 | 0.6079 | 0.6677 | 0.6079 | 0.7797 |
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- | No log | 15.25 | 122 | 0.5616 | 0.7303 | 0.5616 | 0.7494 |
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- | No log | 15.5 | 124 | 0.5601 | 0.6805 | 0.5601 | 0.7484 |
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- | No log | 15.75 | 126 | 0.5788 | 0.6460 | 0.5788 | 0.7608 |
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- | No log | 16.0 | 128 | 0.6200 | 0.6460 | 0.6200 | 0.7874 |
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- | No log | 16.25 | 130 | 0.6486 | 0.5635 | 0.6486 | 0.8054 |
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- | No log | 16.5 | 132 | 0.6612 | 0.5794 | 0.6612 | 0.8131 |
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- | No log | 16.75 | 134 | 0.6112 | 0.6460 | 0.6112 | 0.7818 |
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- | No log | 17.0 | 136 | 0.5857 | 0.6788 | 0.5857 | 0.7653 |
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- | No log | 17.25 | 138 | 0.5840 | 0.6924 | 0.5840 | 0.7642 |
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- | No log | 17.5 | 140 | 0.5983 | 0.6491 | 0.5983 | 0.7735 |
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- | No log | 17.75 | 142 | 0.6557 | 0.6811 | 0.6557 | 0.8098 |
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- | No log | 18.0 | 144 | 0.6277 | 0.6254 | 0.6277 | 0.7923 |
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- | No log | 18.25 | 146 | 0.6655 | 0.6012 | 0.6655 | 0.8158 |
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- | No log | 18.5 | 148 | 0.6445 | 0.6177 | 0.6445 | 0.8028 |
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- | No log | 18.75 | 150 | 0.6370 | 0.5714 | 0.6370 | 0.7981 |
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- | No log | 19.0 | 152 | 0.6244 | 0.5274 | 0.6244 | 0.7902 |
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- | No log | 19.25 | 154 | 0.6406 | 0.6138 | 0.6406 | 0.8004 |
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- | No log | 19.5 | 156 | 0.6242 | 0.6256 | 0.6242 | 0.7901 |
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- | No log | 19.75 | 158 | 0.6336 | 0.6444 | 0.6336 | 0.7960 |
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- | No log | 20.0 | 160 | 0.7066 | 0.6745 | 0.7066 | 0.8406 |
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- | No log | 20.25 | 162 | 0.6679 | 0.6570 | 0.6679 | 0.8173 |
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- | No log | 20.5 | 164 | 0.5981 | 0.6452 | 0.5981 | 0.7733 |
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- | No log | 20.75 | 166 | 0.6486 | 0.6282 | 0.6486 | 0.8053 |
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- | No log | 21.0 | 168 | 0.6551 | 0.6464 | 0.6551 | 0.8094 |
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- | No log | 21.25 | 170 | 0.6058 | 0.6333 | 0.6058 | 0.7784 |
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- | No log | 21.5 | 172 | 0.6247 | 0.6526 | 0.6247 | 0.7904 |
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- | No log | 21.75 | 174 | 0.6674 | 0.6154 | 0.6674 | 0.8170 |
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- | No log | 22.0 | 176 | 0.6874 | 0.5826 | 0.6874 | 0.8291 |
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- | No log | 22.25 | 178 | 0.6613 | 0.6032 | 0.6613 | 0.8132 |
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- | No log | 22.5 | 180 | 0.6207 | 0.6509 | 0.6207 | 0.7878 |
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- | No log | 22.75 | 182 | 0.6530 | 0.6218 | 0.6530 | 0.8081 |
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- | No log | 23.0 | 184 | 0.6115 | 0.6177 | 0.6115 | 0.7820 |
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- | No log | 23.25 | 186 | 0.6006 | 0.6426 | 0.6006 | 0.7750 |
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- | No log | 23.5 | 188 | 0.6534 | 0.5873 | 0.6534 | 0.8083 |
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- | No log | 23.75 | 190 | 0.6374 | 0.6194 | 0.6374 | 0.7984 |
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- | No log | 24.0 | 192 | 0.5724 | 0.6636 | 0.5724 | 0.7566 |
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- | No log | 24.25 | 194 | 0.5672 | 0.6509 | 0.5672 | 0.7531 |
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- | No log | 24.5 | 196 | 0.6089 | 0.6664 | 0.6089 | 0.7803 |
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- | No log | 24.75 | 198 | 0.6031 | 0.6536 | 0.6031 | 0.7766 |
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- | No log | 25.0 | 200 | 0.6090 | 0.6452 | 0.6090 | 0.7804 |
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- | No log | 25.25 | 202 | 0.6431 | 0.5966 | 0.6431 | 0.8019 |
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- | No log | 25.5 | 204 | 0.6303 | 0.6269 | 0.6303 | 0.7939 |
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- | No log | 25.75 | 206 | 0.6107 | 0.6546 | 0.6107 | 0.7814 |
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- | No log | 26.0 | 208 | 0.6726 | 0.6199 | 0.6726 | 0.8201 |
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- | No log | 26.25 | 210 | 0.7147 | 0.6101 | 0.7147 | 0.8454 |
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- | No log | 26.5 | 212 | 0.6684 | 0.6255 | 0.6684 | 0.8176 |
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- | No log | 26.75 | 214 | 0.6083 | 0.6164 | 0.6083 | 0.7799 |
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- | No log | 27.0 | 216 | 0.6256 | 0.6174 | 0.6256 | 0.7910 |
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- | No log | 27.25 | 218 | 0.6103 | 0.6426 | 0.6103 | 0.7812 |
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- | No log | 27.5 | 220 | 0.5870 | 0.6729 | 0.5870 | 0.7661 |
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- | No log | 27.75 | 222 | 0.5820 | 0.6788 | 0.5820 | 0.7629 |
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- | No log | 28.0 | 224 | 0.5924 | 0.6602 | 0.5924 | 0.7696 |
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- | No log | 28.25 | 226 | 0.5878 | 0.6681 | 0.5878 | 0.7667 |
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- | No log | 28.5 | 228 | 0.5894 | 0.6858 | 0.5894 | 0.7677 |
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- | No log | 28.75 | 230 | 0.6073 | 0.5770 | 0.6073 | 0.7793 |
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- | No log | 29.0 | 232 | 0.6080 | 0.5326 | 0.6080 | 0.7798 |
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- | No log | 29.25 | 234 | 0.5739 | 0.7033 | 0.5739 | 0.7575 |
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- | No log | 29.5 | 236 | 0.5511 | 0.7041 | 0.5511 | 0.7424 |
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- | No log | 29.75 | 238 | 0.5632 | 0.6623 | 0.5632 | 0.7505 |
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- | No log | 30.0 | 240 | 0.5789 | 0.6575 | 0.5789 | 0.7609 |
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- | No log | 30.25 | 242 | 0.5533 | 0.6548 | 0.5533 | 0.7438 |
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- | No log | 30.5 | 244 | 0.5355 | 0.7176 | 0.5355 | 0.7318 |
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- | No log | 30.75 | 246 | 0.5391 | 0.6958 | 0.5391 | 0.7343 |
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- | No log | 31.0 | 248 | 0.5416 | 0.6958 | 0.5416 | 0.7360 |
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- | No log | 31.25 | 250 | 0.5432 | 0.6850 | 0.5432 | 0.7370 |
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- | No log | 31.5 | 252 | 0.5409 | 0.6978 | 0.5409 | 0.7355 |
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- | No log | 31.75 | 254 | 0.5620 | 0.6519 | 0.5620 | 0.7497 |
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- | No log | 32.0 | 256 | 0.5814 | 0.6157 | 0.5814 | 0.7625 |
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- | No log | 32.25 | 258 | 0.5593 | 0.6519 | 0.5593 | 0.7478 |
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- | No log | 32.5 | 260 | 0.5587 | 0.6846 | 0.5587 | 0.7474 |
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- | No log | 32.75 | 262 | 0.5567 | 0.6748 | 0.5567 | 0.7461 |
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- | No log | 33.0 | 264 | 0.5530 | 0.7103 | 0.5530 | 0.7437 |
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- | No log | 33.25 | 266 | 0.5605 | 0.6602 | 0.5605 | 0.7487 |
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- | No log | 33.5 | 268 | 0.5640 | 0.6602 | 0.5640 | 0.7510 |
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- | No log | 33.75 | 270 | 0.5590 | 0.6927 | 0.5590 | 0.7477 |
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- | No log | 34.0 | 272 | 0.5653 | 0.6927 | 0.5653 | 0.7519 |
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- | No log | 34.25 | 274 | 0.5884 | 0.6215 | 0.5884 | 0.7671 |
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- | No log | 34.5 | 276 | 0.5799 | 0.6402 | 0.5799 | 0.7615 |
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- | No log | 34.75 | 278 | 0.5680 | 0.6725 | 0.5680 | 0.7537 |
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- | No log | 35.0 | 280 | 0.5216 | 0.7041 | 0.5216 | 0.7222 |
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- | No log | 35.25 | 282 | 0.5126 | 0.7049 | 0.5126 | 0.7159 |
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- | No log | 35.5 | 284 | 0.5197 | 0.6890 | 0.5197 | 0.7209 |
194
- | No log | 35.75 | 286 | 0.5123 | 0.6778 | 0.5123 | 0.7157 |
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- | No log | 36.0 | 288 | 0.5054 | 0.7151 | 0.5054 | 0.7109 |
196
- | No log | 36.25 | 290 | 0.5110 | 0.6888 | 0.5110 | 0.7149 |
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- | No log | 36.5 | 292 | 0.5119 | 0.6888 | 0.5119 | 0.7155 |
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- | No log | 36.75 | 294 | 0.5100 | 0.6846 | 0.5100 | 0.7141 |
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- | No log | 37.0 | 296 | 0.5269 | 0.6890 | 0.5269 | 0.7259 |
200
- | No log | 37.25 | 298 | 0.5356 | 0.6890 | 0.5356 | 0.7319 |
201
- | No log | 37.5 | 300 | 0.5193 | 0.6890 | 0.5193 | 0.7207 |
202
- | No log | 37.75 | 302 | 0.5095 | 0.6995 | 0.5095 | 0.7138 |
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- | No log | 38.0 | 304 | 0.5152 | 0.6909 | 0.5152 | 0.7177 |
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- | No log | 38.25 | 306 | 0.5151 | 0.6995 | 0.5151 | 0.7177 |
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- | No log | 38.5 | 308 | 0.5196 | 0.7253 | 0.5196 | 0.7208 |
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- | No log | 38.75 | 310 | 0.5238 | 0.7097 | 0.5238 | 0.7237 |
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- | No log | 39.0 | 312 | 0.5314 | 0.6778 | 0.5314 | 0.7289 |
208
- | No log | 39.25 | 314 | 0.5322 | 0.6890 | 0.5322 | 0.7295 |
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- | No log | 39.5 | 316 | 0.5280 | 0.6778 | 0.5280 | 0.7267 |
210
- | No log | 39.75 | 318 | 0.5232 | 0.6737 | 0.5232 | 0.7233 |
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- | No log | 40.0 | 320 | 0.5245 | 0.7253 | 0.5245 | 0.7242 |
212
- | No log | 40.25 | 322 | 0.5349 | 0.7285 | 0.5349 | 0.7314 |
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- | No log | 40.5 | 324 | 0.5310 | 0.7102 | 0.5310 | 0.7287 |
214
- | No log | 40.75 | 326 | 0.5233 | 0.7352 | 0.5233 | 0.7234 |
215
- | No log | 41.0 | 328 | 0.5314 | 0.7104 | 0.5314 | 0.7289 |
216
- | No log | 41.25 | 330 | 0.5405 | 0.6854 | 0.5405 | 0.7352 |
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- | No log | 41.5 | 332 | 0.5505 | 0.6570 | 0.5505 | 0.7420 |
218
- | No log | 41.75 | 334 | 0.5528 | 0.6465 | 0.5528 | 0.7435 |
219
- | No log | 42.0 | 336 | 0.5455 | 0.6553 | 0.5455 | 0.7386 |
220
- | No log | 42.25 | 338 | 0.5394 | 0.6709 | 0.5394 | 0.7344 |
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- | No log | 42.5 | 340 | 0.5322 | 0.6581 | 0.5322 | 0.7295 |
222
- | No log | 42.75 | 342 | 0.5262 | 0.6882 | 0.5262 | 0.7254 |
223
- | No log | 43.0 | 344 | 0.5281 | 0.6882 | 0.5281 | 0.7267 |
224
- | No log | 43.25 | 346 | 0.5422 | 0.6716 | 0.5422 | 0.7363 |
225
- | No log | 43.5 | 348 | 0.5687 | 0.7222 | 0.5687 | 0.7541 |
226
- | No log | 43.75 | 350 | 0.5932 | 0.7056 | 0.5932 | 0.7702 |
227
- | No log | 44.0 | 352 | 0.6069 | 0.7056 | 0.6069 | 0.7791 |
228
- | No log | 44.25 | 354 | 0.6244 | 0.6883 | 0.6244 | 0.7902 |
229
- | No log | 44.5 | 356 | 0.6117 | 0.7009 | 0.6117 | 0.7821 |
230
- | No log | 44.75 | 358 | 0.5960 | 0.7009 | 0.5960 | 0.7720 |
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- | No log | 45.0 | 360 | 0.5869 | 0.7009 | 0.5869 | 0.7661 |
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- | No log | 45.25 | 362 | 0.6063 | 0.6883 | 0.6063 | 0.7787 |
233
- | No log | 45.5 | 364 | 0.5805 | 0.7056 | 0.5805 | 0.7619 |
234
- | No log | 45.75 | 366 | 0.5791 | 0.7056 | 0.5791 | 0.7610 |
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- | No log | 46.0 | 368 | 0.5625 | 0.7222 | 0.5625 | 0.7500 |
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- | No log | 46.25 | 370 | 0.5310 | 0.7326 | 0.5310 | 0.7287 |
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- | No log | 46.5 | 372 | 0.5310 | 0.7001 | 0.5310 | 0.7287 |
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- | No log | 46.75 | 374 | 0.5318 | 0.7001 | 0.5318 | 0.7293 |
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- | No log | 47.0 | 376 | 0.5146 | 0.6882 | 0.5146 | 0.7174 |
240
- | No log | 47.25 | 378 | 0.5117 | 0.7089 | 0.5117 | 0.7153 |
241
- | No log | 47.5 | 380 | 0.5115 | 0.7143 | 0.5115 | 0.7152 |
242
- | No log | 47.75 | 382 | 0.5050 | 0.7201 | 0.5050 | 0.7106 |
243
- | No log | 48.0 | 384 | 0.5053 | 0.7201 | 0.5053 | 0.7108 |
244
- | No log | 48.25 | 386 | 0.5050 | 0.6882 | 0.5050 | 0.7107 |
245
- | No log | 48.5 | 388 | 0.5043 | 0.7201 | 0.5043 | 0.7101 |
246
- | No log | 48.75 | 390 | 0.5042 | 0.7201 | 0.5042 | 0.7101 |
247
- | No log | 49.0 | 392 | 0.5068 | 0.6940 | 0.5068 | 0.7119 |
248
- | No log | 49.25 | 394 | 0.5033 | 0.6853 | 0.5033 | 0.7095 |
249
- | No log | 49.5 | 396 | 0.5127 | 0.6805 | 0.5127 | 0.7160 |
250
- | No log | 49.75 | 398 | 0.5168 | 0.6805 | 0.5168 | 0.7189 |
251
- | No log | 50.0 | 400 | 0.5040 | 0.6853 | 0.5040 | 0.7099 |
252
- | No log | 50.25 | 402 | 0.5015 | 0.7201 | 0.5015 | 0.7082 |
253
- | No log | 50.5 | 404 | 0.5058 | 0.7033 | 0.5058 | 0.7112 |
254
- | No log | 50.75 | 406 | 0.5075 | 0.7033 | 0.5075 | 0.7124 |
255
- | No log | 51.0 | 408 | 0.5142 | 0.7033 | 0.5142 | 0.7171 |
256
- | No log | 51.25 | 410 | 0.5192 | 0.7033 | 0.5192 | 0.7206 |
257
- | No log | 51.5 | 412 | 0.5160 | 0.7352 | 0.5160 | 0.7183 |
258
- | No log | 51.75 | 414 | 0.5230 | 0.7124 | 0.5230 | 0.7232 |
259
- | No log | 52.0 | 416 | 0.5680 | 0.6422 | 0.5680 | 0.7537 |
260
- | No log | 52.25 | 418 | 0.6134 | 0.6420 | 0.6134 | 0.7832 |
261
- | No log | 52.5 | 420 | 0.6066 | 0.6420 | 0.6066 | 0.7788 |
262
- | No log | 52.75 | 422 | 0.5575 | 0.6797 | 0.5575 | 0.7467 |
263
- | No log | 53.0 | 424 | 0.5310 | 0.6553 | 0.5310 | 0.7287 |
264
- | No log | 53.25 | 426 | 0.5437 | 0.6598 | 0.5437 | 0.7374 |
265
- | No log | 53.5 | 428 | 0.5810 | 0.7179 | 0.5810 | 0.7622 |
266
- | No log | 53.75 | 430 | 0.6171 | 0.6308 | 0.6171 | 0.7856 |
267
- | No log | 54.0 | 432 | 0.5979 | 0.6332 | 0.5979 | 0.7732 |
268
- | No log | 54.25 | 434 | 0.5733 | 0.7056 | 0.5733 | 0.7572 |
269
- | No log | 54.5 | 436 | 0.5667 | 0.6429 | 0.5667 | 0.7528 |
270
- | No log | 54.75 | 438 | 0.5510 | 0.6993 | 0.5510 | 0.7423 |
271
- | No log | 55.0 | 440 | 0.5423 | 0.6830 | 0.5423 | 0.7364 |
272
- | No log | 55.25 | 442 | 0.5446 | 0.6424 | 0.5446 | 0.7380 |
273
- | No log | 55.5 | 444 | 0.5401 | 0.6424 | 0.5401 | 0.7349 |
274
- | No log | 55.75 | 446 | 0.5312 | 0.6896 | 0.5312 | 0.7288 |
275
- | No log | 56.0 | 448 | 0.5305 | 0.6838 | 0.5305 | 0.7284 |
276
- | No log | 56.25 | 450 | 0.5291 | 0.6737 | 0.5291 | 0.7274 |
277
- | No log | 56.5 | 452 | 0.5217 | 0.6589 | 0.5217 | 0.7223 |
278
- | No log | 56.75 | 454 | 0.5187 | 0.6589 | 0.5187 | 0.7202 |
279
- | No log | 57.0 | 456 | 0.5163 | 0.6896 | 0.5163 | 0.7185 |
280
- | No log | 57.25 | 458 | 0.5149 | 0.6896 | 0.5149 | 0.7176 |
281
- | No log | 57.5 | 460 | 0.5161 | 0.6896 | 0.5161 | 0.7184 |
282
- | No log | 57.75 | 462 | 0.5130 | 0.6896 | 0.5130 | 0.7162 |
283
- | No log | 58.0 | 464 | 0.5123 | 0.6940 | 0.5123 | 0.7158 |
284
- | No log | 58.25 | 466 | 0.5119 | 0.7201 | 0.5119 | 0.7155 |
285
- | No log | 58.5 | 468 | 0.5118 | 0.6940 | 0.5118 | 0.7154 |
286
- | No log | 58.75 | 470 | 0.5158 | 0.6762 | 0.5158 | 0.7182 |
287
- | No log | 59.0 | 472 | 0.5127 | 0.6896 | 0.5127 | 0.7160 |
288
- | No log | 59.25 | 474 | 0.5132 | 0.6813 | 0.5132 | 0.7164 |
289
- | No log | 59.5 | 476 | 0.5064 | 0.6813 | 0.5064 | 0.7116 |
290
- | No log | 59.75 | 478 | 0.5004 | 0.6853 | 0.5004 | 0.7074 |
291
- | No log | 60.0 | 480 | 0.5000 | 0.6940 | 0.5000 | 0.7071 |
292
- | No log | 60.25 | 482 | 0.5023 | 0.6813 | 0.5023 | 0.7087 |
293
- | No log | 60.5 | 484 | 0.5114 | 0.6969 | 0.5114 | 0.7152 |
294
- | No log | 60.75 | 486 | 0.5141 | 0.6969 | 0.5141 | 0.7170 |
295
- | No log | 61.0 | 488 | 0.5134 | 0.6969 | 0.5134 | 0.7165 |
296
- | No log | 61.25 | 490 | 0.5135 | 0.6456 | 0.5135 | 0.7166 |
297
- | No log | 61.5 | 492 | 0.5159 | 0.6491 | 0.5159 | 0.7183 |
298
- | No log | 61.75 | 494 | 0.5128 | 0.6526 | 0.5128 | 0.7161 |
299
- | No log | 62.0 | 496 | 0.5105 | 0.6778 | 0.5105 | 0.7145 |
300
- | No log | 62.25 | 498 | 0.5107 | 0.6778 | 0.5107 | 0.7146 |
301
- | 0.2005 | 62.5 | 500 | 0.5114 | 0.6882 | 0.5114 | 0.7151 |
302
- | 0.2005 | 62.75 | 502 | 0.5152 | 0.7201 | 0.5152 | 0.7178 |
303
- | 0.2005 | 63.0 | 504 | 0.5155 | 0.7201 | 0.5155 | 0.7179 |
304
- | 0.2005 | 63.25 | 506 | 0.5258 | 0.6537 | 0.5258 | 0.7251 |
305
- | 0.2005 | 63.5 | 508 | 0.5348 | 0.6147 | 0.5348 | 0.7313 |
306
- | 0.2005 | 63.75 | 510 | 0.5363 | 0.6147 | 0.5363 | 0.7323 |
307
- | 0.2005 | 64.0 | 512 | 0.5304 | 0.6424 | 0.5304 | 0.7283 |
308
- | 0.2005 | 64.25 | 514 | 0.5176 | 0.6911 | 0.5176 | 0.7194 |
309
- | 0.2005 | 64.5 | 516 | 0.5122 | 0.6882 | 0.5122 | 0.7157 |
310
- | 0.2005 | 64.75 | 518 | 0.5215 | 0.6993 | 0.5215 | 0.7221 |
311
- | 0.2005 | 65.0 | 520 | 0.5357 | 0.7104 | 0.5357 | 0.7319 |
312
- | 0.2005 | 65.25 | 522 | 0.5432 | 0.6935 | 0.5432 | 0.7370 |
313
- | 0.2005 | 65.5 | 524 | 0.5368 | 0.6882 | 0.5368 | 0.7327 |
314
- | 0.2005 | 65.75 | 526 | 0.5285 | 0.6770 | 0.5285 | 0.7270 |
315
- | 0.2005 | 66.0 | 528 | 0.5313 | 0.6770 | 0.5313 | 0.7289 |
316
- | 0.2005 | 66.25 | 530 | 0.5361 | 0.6138 | 0.5361 | 0.7322 |
317
- | 0.2005 | 66.5 | 532 | 0.5357 | 0.6447 | 0.5357 | 0.7319 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
318
 
319
 
320
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k3_task5_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_FineTuningAraBERT_run2_AugV5_k3_task5_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: 0.5486
19
+ - Qwk: 0.6548
20
+ - Mse: 0.5486
21
+ - Rmse: 0.7407
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.2 | 2 | 3.9504 | 0.0069 | 3.9504 | 1.9875 |
53
+ | No log | 0.4 | 4 | 2.1315 | 0.0159 | 2.1315 | 1.4600 |
54
+ | No log | 0.6 | 6 | 1.3299 | 0.0389 | 1.3299 | 1.1532 |
55
+ | No log | 0.8 | 8 | 1.0077 | 0.2490 | 1.0077 | 1.0038 |
56
+ | No log | 1.0 | 10 | 0.9895 | 0.2061 | 0.9895 | 0.9947 |
57
+ | No log | 1.2 | 12 | 1.0008 | 0.2214 | 1.0008 | 1.0004 |
58
+ | No log | 1.4 | 14 | 1.0395 | 0.1755 | 1.0395 | 1.0196 |
59
+ | No log | 1.6 | 16 | 1.1258 | 0.1989 | 1.1258 | 1.0610 |
60
+ | No log | 1.8 | 18 | 1.3289 | -0.0361 | 1.3289 | 1.1528 |
61
+ | No log | 2.0 | 20 | 1.1920 | 0.1416 | 1.1920 | 1.0918 |
62
+ | No log | 2.2 | 22 | 0.9889 | 0.2192 | 0.9889 | 0.9945 |
63
+ | No log | 2.4 | 24 | 0.9326 | 0.3506 | 0.9326 | 0.9657 |
64
+ | No log | 2.6 | 26 | 0.8953 | 0.3625 | 0.8953 | 0.9462 |
65
+ | No log | 2.8 | 28 | 0.8942 | 0.3139 | 0.8942 | 0.9456 |
66
+ | No log | 3.0 | 30 | 0.9177 | 0.3139 | 0.9177 | 0.9580 |
67
+ | No log | 3.2 | 32 | 0.8837 | 0.3528 | 0.8837 | 0.9401 |
68
+ | No log | 3.4 | 34 | 0.9134 | 0.1810 | 0.9134 | 0.9557 |
69
+ | No log | 3.6 | 36 | 0.8882 | 0.2214 | 0.8882 | 0.9424 |
70
+ | No log | 3.8 | 38 | 0.8834 | 0.3603 | 0.8834 | 0.9399 |
71
+ | No log | 4.0 | 40 | 1.0921 | 0.3126 | 1.0921 | 1.0451 |
72
+ | No log | 4.2 | 42 | 1.2559 | 0.2222 | 1.2559 | 1.1207 |
73
+ | No log | 4.4 | 44 | 1.1002 | 0.3796 | 1.1002 | 1.0489 |
74
+ | No log | 4.6 | 46 | 0.8046 | 0.4180 | 0.8046 | 0.8970 |
75
+ | No log | 4.8 | 48 | 0.7969 | 0.5334 | 0.7969 | 0.8927 |
76
+ | No log | 5.0 | 50 | 1.0705 | 0.4407 | 1.0705 | 1.0347 |
77
+ | No log | 5.2 | 52 | 1.1779 | 0.2273 | 1.1779 | 1.0853 |
78
+ | No log | 5.4 | 54 | 0.9951 | 0.2941 | 0.9951 | 0.9976 |
79
+ | No log | 5.6 | 56 | 0.7304 | 0.6188 | 0.7304 | 0.8546 |
80
+ | No log | 5.8 | 58 | 0.6531 | 0.5832 | 0.6531 | 0.8082 |
81
+ | No log | 6.0 | 60 | 0.7201 | 0.5969 | 0.7201 | 0.8486 |
82
+ | No log | 6.2 | 62 | 0.9135 | 0.4968 | 0.9135 | 0.9558 |
83
+ | No log | 6.4 | 64 | 1.0198 | 0.3138 | 1.0198 | 1.0099 |
84
+ | No log | 6.6 | 66 | 0.9873 | 0.3382 | 0.9873 | 0.9936 |
85
+ | No log | 6.8 | 68 | 0.8615 | 0.5196 | 0.8615 | 0.9282 |
86
+ | No log | 7.0 | 70 | 0.8124 | 0.5374 | 0.8124 | 0.9014 |
87
+ | No log | 7.2 | 72 | 0.7867 | 0.5081 | 0.7867 | 0.8870 |
88
+ | No log | 7.4 | 74 | 0.7667 | 0.5081 | 0.7667 | 0.8756 |
89
+ | No log | 7.6 | 76 | 0.7436 | 0.5471 | 0.7436 | 0.8623 |
90
+ | No log | 7.8 | 78 | 0.7655 | 0.5545 | 0.7655 | 0.8750 |
91
+ | No log | 8.0 | 80 | 0.8169 | 0.5662 | 0.8169 | 0.9038 |
92
+ | No log | 8.2 | 82 | 0.8385 | 0.5337 | 0.8385 | 0.9157 |
93
+ | No log | 8.4 | 84 | 0.8795 | 0.5089 | 0.8795 | 0.9378 |
94
+ | No log | 8.6 | 86 | 0.8312 | 0.5229 | 0.8312 | 0.9117 |
95
+ | No log | 8.8 | 88 | 0.8471 | 0.5368 | 0.8471 | 0.9204 |
96
+ | No log | 9.0 | 90 | 0.8338 | 0.4423 | 0.8338 | 0.9131 |
97
+ | No log | 9.2 | 92 | 0.7546 | 0.4712 | 0.7546 | 0.8687 |
98
+ | No log | 9.4 | 94 | 0.6683 | 0.5786 | 0.6683 | 0.8175 |
99
+ | No log | 9.6 | 96 | 0.6588 | 0.5809 | 0.6588 | 0.8117 |
100
+ | No log | 9.8 | 98 | 0.6669 | 0.6962 | 0.6669 | 0.8166 |
101
+ | No log | 10.0 | 100 | 0.7475 | 0.5944 | 0.7475 | 0.8646 |
102
+ | No log | 10.2 | 102 | 0.8675 | 0.5597 | 0.8675 | 0.9314 |
103
+ | No log | 10.4 | 104 | 0.7696 | 0.5532 | 0.7696 | 0.8773 |
104
+ | No log | 10.6 | 106 | 0.7252 | 0.5968 | 0.7252 | 0.8516 |
105
+ | No log | 10.8 | 108 | 0.6766 | 0.6084 | 0.6766 | 0.8226 |
106
+ | No log | 11.0 | 110 | 0.6547 | 0.6301 | 0.6547 | 0.8092 |
107
+ | No log | 11.2 | 112 | 0.6311 | 0.6606 | 0.6311 | 0.7944 |
108
+ | No log | 11.4 | 114 | 0.6388 | 0.6656 | 0.6388 | 0.7992 |
109
+ | No log | 11.6 | 116 | 0.7593 | 0.6123 | 0.7593 | 0.8714 |
110
+ | No log | 11.8 | 118 | 0.7555 | 0.6054 | 0.7555 | 0.8692 |
111
+ | No log | 12.0 | 120 | 0.6434 | 0.6157 | 0.6434 | 0.8021 |
112
+ | No log | 12.2 | 122 | 0.6230 | 0.6509 | 0.6230 | 0.7893 |
113
+ | No log | 12.4 | 124 | 0.6223 | 0.6720 | 0.6223 | 0.7888 |
114
+ | No log | 12.6 | 126 | 0.6296 | 0.6374 | 0.6296 | 0.7935 |
115
+ | No log | 12.8 | 128 | 0.6328 | 0.6330 | 0.6328 | 0.7955 |
116
+ | No log | 13.0 | 130 | 0.6723 | 0.6228 | 0.6723 | 0.8199 |
117
+ | No log | 13.2 | 132 | 0.7886 | 0.4910 | 0.7886 | 0.8880 |
118
+ | No log | 13.4 | 134 | 0.7987 | 0.4898 | 0.7987 | 0.8937 |
119
+ | No log | 13.6 | 136 | 0.7207 | 0.6099 | 0.7207 | 0.8489 |
120
+ | No log | 13.8 | 138 | 0.6563 | 0.6886 | 0.6563 | 0.8101 |
121
+ | No log | 14.0 | 140 | 0.6293 | 0.6493 | 0.6293 | 0.7933 |
122
+ | No log | 14.2 | 142 | 0.6124 | 0.6473 | 0.6124 | 0.7825 |
123
+ | No log | 14.4 | 144 | 0.6204 | 0.6430 | 0.6204 | 0.7877 |
124
+ | No log | 14.6 | 146 | 0.6758 | 0.5968 | 0.6758 | 0.8221 |
125
+ | No log | 14.8 | 148 | 0.6918 | 0.5968 | 0.6918 | 0.8317 |
126
+ | No log | 15.0 | 150 | 0.6415 | 0.6237 | 0.6415 | 0.8009 |
127
+ | No log | 15.2 | 152 | 0.6269 | 0.5923 | 0.6269 | 0.7918 |
128
+ | No log | 15.4 | 154 | 0.6332 | 0.5606 | 0.6332 | 0.7957 |
129
+ | No log | 15.6 | 156 | 0.6343 | 0.6076 | 0.6343 | 0.7964 |
130
+ | No log | 15.8 | 158 | 0.6280 | 0.6256 | 0.6280 | 0.7925 |
131
+ | No log | 16.0 | 160 | 0.6929 | 0.6639 | 0.6929 | 0.8324 |
132
+ | No log | 16.2 | 162 | 0.7153 | 0.6179 | 0.7153 | 0.8458 |
133
+ | No log | 16.4 | 164 | 0.6631 | 0.6446 | 0.6631 | 0.8143 |
134
+ | No log | 16.6 | 166 | 0.6384 | 0.6217 | 0.6384 | 0.7990 |
135
+ | No log | 16.8 | 168 | 0.6533 | 0.5735 | 0.6533 | 0.8082 |
136
+ | No log | 17.0 | 170 | 0.6631 | 0.6157 | 0.6631 | 0.8143 |
137
+ | No log | 17.2 | 172 | 0.6407 | 0.6347 | 0.6407 | 0.8004 |
138
+ | No log | 17.4 | 174 | 0.6053 | 0.6177 | 0.6053 | 0.7780 |
139
+ | No log | 17.6 | 176 | 0.6038 | 0.6356 | 0.6038 | 0.7770 |
140
+ | No log | 17.8 | 178 | 0.6816 | 0.6727 | 0.6816 | 0.8256 |
141
+ | No log | 18.0 | 180 | 0.7868 | 0.5892 | 0.7868 | 0.8870 |
142
+ | No log | 18.2 | 182 | 0.7536 | 0.6190 | 0.7536 | 0.8681 |
143
+ | No log | 18.4 | 184 | 0.6947 | 0.6394 | 0.6947 | 0.8335 |
144
+ | No log | 18.6 | 186 | 0.6773 | 0.5799 | 0.6773 | 0.8230 |
145
+ | No log | 18.8 | 188 | 0.6256 | 0.6386 | 0.6256 | 0.7910 |
146
+ | No log | 19.0 | 190 | 0.6751 | 0.6015 | 0.6751 | 0.8216 |
147
+ | No log | 19.2 | 192 | 0.7090 | 0.5521 | 0.7090 | 0.8420 |
148
+ | No log | 19.4 | 194 | 0.6817 | 0.6035 | 0.6817 | 0.8256 |
149
+ | No log | 19.6 | 196 | 0.6457 | 0.6071 | 0.6457 | 0.8035 |
150
+ | No log | 19.8 | 198 | 0.6240 | 0.6630 | 0.6240 | 0.7899 |
151
+ | No log | 20.0 | 200 | 0.5506 | 0.6780 | 0.5506 | 0.7420 |
152
+ | No log | 20.2 | 202 | 0.5440 | 0.6650 | 0.5440 | 0.7376 |
153
+ | No log | 20.4 | 204 | 0.5547 | 0.7042 | 0.5547 | 0.7448 |
154
+ | No log | 20.6 | 206 | 0.5995 | 0.6879 | 0.5995 | 0.7743 |
155
+ | No log | 20.8 | 208 | 0.6060 | 0.6879 | 0.6060 | 0.7785 |
156
+ | No log | 21.0 | 210 | 0.5602 | 0.6704 | 0.5602 | 0.7485 |
157
+ | No log | 21.2 | 212 | 0.5795 | 0.5930 | 0.5795 | 0.7612 |
158
+ | No log | 21.4 | 214 | 0.6057 | 0.5852 | 0.6057 | 0.7782 |
159
+ | No log | 21.6 | 216 | 0.5754 | 0.6555 | 0.5754 | 0.7585 |
160
+ | No log | 21.8 | 218 | 0.6267 | 0.6438 | 0.6267 | 0.7916 |
161
+ | No log | 22.0 | 220 | 0.6714 | 0.6245 | 0.6714 | 0.8194 |
162
+ | No log | 22.2 | 222 | 0.6434 | 0.6254 | 0.6434 | 0.8021 |
163
+ | No log | 22.4 | 224 | 0.6173 | 0.6570 | 0.6173 | 0.7857 |
164
+ | No log | 22.6 | 226 | 0.6012 | 0.6642 | 0.6012 | 0.7754 |
165
+ | No log | 22.8 | 228 | 0.5980 | 0.6748 | 0.5980 | 0.7733 |
166
+ | No log | 23.0 | 230 | 0.6210 | 0.6546 | 0.6210 | 0.7880 |
167
+ | No log | 23.2 | 232 | 0.6054 | 0.6443 | 0.6054 | 0.7781 |
168
+ | No log | 23.4 | 234 | 0.5752 | 0.6648 | 0.5752 | 0.7584 |
169
+ | No log | 23.6 | 236 | 0.5814 | 0.6546 | 0.5814 | 0.7625 |
170
+ | No log | 23.8 | 238 | 0.5756 | 0.6546 | 0.5756 | 0.7587 |
171
+ | No log | 24.0 | 240 | 0.5615 | 0.6640 | 0.5615 | 0.7494 |
172
+ | No log | 24.2 | 242 | 0.5473 | 0.7027 | 0.5473 | 0.7398 |
173
+ | No log | 24.4 | 244 | 0.5499 | 0.6879 | 0.5499 | 0.7416 |
174
+ | No log | 24.6 | 246 | 0.5697 | 0.6640 | 0.5697 | 0.7548 |
175
+ | No log | 24.8 | 248 | 0.5333 | 0.7443 | 0.5333 | 0.7303 |
176
+ | No log | 25.0 | 250 | 0.5228 | 0.6439 | 0.5228 | 0.7230 |
177
+ | No log | 25.2 | 252 | 0.5349 | 0.6374 | 0.5349 | 0.7313 |
178
+ | No log | 25.4 | 254 | 0.5601 | 0.6430 | 0.5601 | 0.7484 |
179
+ | No log | 25.6 | 256 | 0.6104 | 0.6609 | 0.6104 | 0.7813 |
180
+ | No log | 25.8 | 258 | 0.6121 | 0.6815 | 0.6121 | 0.7824 |
181
+ | No log | 26.0 | 260 | 0.5771 | 0.6647 | 0.5771 | 0.7596 |
182
+ | No log | 26.2 | 262 | 0.5702 | 0.6647 | 0.5702 | 0.7551 |
183
+ | No log | 26.4 | 264 | 0.5673 | 0.6547 | 0.5673 | 0.7532 |
184
+ | No log | 26.6 | 266 | 0.5608 | 0.6748 | 0.5608 | 0.7489 |
185
+ | No log | 26.8 | 268 | 0.5589 | 0.6697 | 0.5589 | 0.7476 |
186
+ | No log | 27.0 | 270 | 0.5554 | 0.6350 | 0.5554 | 0.7453 |
187
+ | No log | 27.2 | 272 | 0.5708 | 0.6555 | 0.5708 | 0.7555 |
188
+ | No log | 27.4 | 274 | 0.6740 | 0.6976 | 0.6740 | 0.8210 |
189
+ | No log | 27.6 | 276 | 0.7096 | 0.6035 | 0.7096 | 0.8424 |
190
+ | No log | 27.8 | 278 | 0.6468 | 0.5697 | 0.6468 | 0.8042 |
191
+ | No log | 28.0 | 280 | 0.5938 | 0.6371 | 0.5938 | 0.7706 |
192
+ | No log | 28.2 | 282 | 0.6135 | 0.6555 | 0.6135 | 0.7833 |
193
+ | No log | 28.4 | 284 | 0.6815 | 0.6648 | 0.6815 | 0.8256 |
194
+ | No log | 28.6 | 286 | 0.6589 | 0.6365 | 0.6589 | 0.8117 |
195
+ | No log | 28.8 | 288 | 0.6280 | 0.6138 | 0.6280 | 0.7925 |
196
+ | No log | 29.0 | 290 | 0.6100 | 0.6035 | 0.6100 | 0.7810 |
197
+ | No log | 29.2 | 292 | 0.5957 | 0.6572 | 0.5957 | 0.7718 |
198
+ | No log | 29.4 | 294 | 0.5981 | 0.6555 | 0.5981 | 0.7733 |
199
+ | No log | 29.6 | 296 | 0.6034 | 0.6575 | 0.6034 | 0.7768 |
200
+ | No log | 29.8 | 298 | 0.5928 | 0.6371 | 0.5928 | 0.7699 |
201
+ | No log | 30.0 | 300 | 0.5693 | 0.6673 | 0.5693 | 0.7545 |
202
+ | No log | 30.2 | 302 | 0.5890 | 0.6466 | 0.5890 | 0.7675 |
203
+ | No log | 30.4 | 304 | 0.5896 | 0.6317 | 0.5896 | 0.7679 |
204
+ | No log | 30.6 | 306 | 0.5869 | 0.6593 | 0.5869 | 0.7661 |
205
+ | No log | 30.8 | 308 | 0.6292 | 0.6249 | 0.6292 | 0.7932 |
206
+ | No log | 31.0 | 310 | 0.6778 | 0.6160 | 0.6778 | 0.8233 |
207
+ | No log | 31.2 | 312 | 0.6384 | 0.6538 | 0.6384 | 0.7990 |
208
+ | No log | 31.4 | 314 | 0.6047 | 0.6764 | 0.6047 | 0.7776 |
209
+ | No log | 31.6 | 316 | 0.5768 | 0.6880 | 0.5768 | 0.7595 |
210
+ | No log | 31.8 | 318 | 0.5733 | 0.6482 | 0.5733 | 0.7572 |
211
+ | No log | 32.0 | 320 | 0.5751 | 0.6788 | 0.5751 | 0.7583 |
212
+ | No log | 32.2 | 322 | 0.5840 | 0.6872 | 0.5840 | 0.7642 |
213
+ | No log | 32.4 | 324 | 0.5897 | 0.7026 | 0.5897 | 0.7679 |
214
+ | No log | 32.6 | 326 | 0.5948 | 0.6833 | 0.5948 | 0.7712 |
215
+ | No log | 32.8 | 328 | 0.5930 | 0.6482 | 0.5930 | 0.7701 |
216
+ | No log | 33.0 | 330 | 0.5988 | 0.6547 | 0.5988 | 0.7738 |
217
+ | No log | 33.2 | 332 | 0.6223 | 0.6815 | 0.6223 | 0.7888 |
218
+ | No log | 33.4 | 334 | 0.5977 | 0.6716 | 0.5977 | 0.7731 |
219
+ | No log | 33.6 | 336 | 0.5475 | 0.6980 | 0.5475 | 0.7400 |
220
+ | No log | 33.8 | 338 | 0.5345 | 0.6978 | 0.5345 | 0.7311 |
221
+ | No log | 34.0 | 340 | 0.5363 | 0.6978 | 0.5363 | 0.7323 |
222
+ | No log | 34.2 | 342 | 0.5475 | 0.7009 | 0.5475 | 0.7399 |
223
+ | No log | 34.4 | 344 | 0.5928 | 0.6575 | 0.5928 | 0.7699 |
224
+ | No log | 34.6 | 346 | 0.6482 | 0.5579 | 0.6482 | 0.8051 |
225
+ | No log | 34.8 | 348 | 0.6363 | 0.5916 | 0.6363 | 0.7977 |
226
+ | No log | 35.0 | 350 | 0.5702 | 0.6555 | 0.5702 | 0.7551 |
227
+ | No log | 35.2 | 352 | 0.5388 | 0.7042 | 0.5388 | 0.7340 |
228
+ | No log | 35.4 | 354 | 0.5374 | 0.7049 | 0.5374 | 0.7331 |
229
+ | No log | 35.6 | 356 | 0.5598 | 0.6740 | 0.5598 | 0.7482 |
230
+ | No log | 35.8 | 358 | 0.5921 | 0.6751 | 0.5921 | 0.7695 |
231
+ | No log | 36.0 | 360 | 0.5999 | 0.6546 | 0.5999 | 0.7745 |
232
+ | No log | 36.2 | 362 | 0.5705 | 0.6740 | 0.5705 | 0.7553 |
233
+ | No log | 36.4 | 364 | 0.5646 | 0.6916 | 0.5646 | 0.7514 |
234
+ | No log | 36.6 | 366 | 0.5940 | 0.6070 | 0.5940 | 0.7707 |
235
+ | No log | 36.8 | 368 | 0.5988 | 0.6070 | 0.5988 | 0.7738 |
236
+ | No log | 37.0 | 370 | 0.5812 | 0.6593 | 0.5812 | 0.7623 |
237
+ | No log | 37.2 | 372 | 0.5903 | 0.6664 | 0.5903 | 0.7683 |
238
+ | No log | 37.4 | 374 | 0.6112 | 0.6207 | 0.6112 | 0.7818 |
239
+ | No log | 37.6 | 376 | 0.6042 | 0.6732 | 0.6042 | 0.7773 |
240
+ | No log | 37.8 | 378 | 0.5929 | 0.6717 | 0.5929 | 0.7700 |
241
+ | No log | 38.0 | 380 | 0.5883 | 0.6650 | 0.5883 | 0.7670 |
242
+ | No log | 38.2 | 382 | 0.5944 | 0.6650 | 0.5944 | 0.7710 |
243
+ | No log | 38.4 | 384 | 0.6057 | 0.6650 | 0.6057 | 0.7782 |
244
+ | No log | 38.6 | 386 | 0.6221 | 0.5905 | 0.6221 | 0.7887 |
245
+ | No log | 38.8 | 388 | 0.6238 | 0.5905 | 0.6238 | 0.7898 |
246
+ | No log | 39.0 | 390 | 0.6137 | 0.6247 | 0.6137 | 0.7834 |
247
+ | No log | 39.2 | 392 | 0.6023 | 0.6288 | 0.6023 | 0.7761 |
248
+ | No log | 39.4 | 394 | 0.5956 | 0.6610 | 0.5956 | 0.7718 |
249
+ | No log | 39.6 | 396 | 0.5894 | 0.6610 | 0.5894 | 0.7677 |
250
+ | No log | 39.8 | 398 | 0.5842 | 0.6680 | 0.5842 | 0.7643 |
251
+ | No log | 40.0 | 400 | 0.5922 | 0.6129 | 0.5922 | 0.7695 |
252
+ | No log | 40.2 | 402 | 0.6049 | 0.6102 | 0.6049 | 0.7777 |
253
+ | No log | 40.4 | 404 | 0.6076 | 0.5997 | 0.6076 | 0.7795 |
254
+ | No log | 40.6 | 406 | 0.5828 | 0.6634 | 0.5828 | 0.7634 |
255
+ | No log | 40.8 | 408 | 0.5707 | 0.6536 | 0.5707 | 0.7555 |
256
+ | No log | 41.0 | 410 | 0.5738 | 0.6798 | 0.5738 | 0.7575 |
257
+ | No log | 41.2 | 412 | 0.5978 | 0.6272 | 0.5978 | 0.7732 |
258
+ | No log | 41.4 | 414 | 0.5873 | 0.6167 | 0.5873 | 0.7663 |
259
+ | No log | 41.6 | 416 | 0.5686 | 0.6537 | 0.5686 | 0.7541 |
260
+ | No log | 41.8 | 418 | 0.5723 | 0.5868 | 0.5723 | 0.7565 |
261
+ | No log | 42.0 | 420 | 0.5626 | 0.6269 | 0.5626 | 0.7500 |
262
+ | No log | 42.2 | 422 | 0.5524 | 0.6546 | 0.5524 | 0.7432 |
263
+ | No log | 42.4 | 424 | 0.5608 | 0.6980 | 0.5608 | 0.7489 |
264
+ | No log | 42.6 | 426 | 0.5987 | 0.6128 | 0.5987 | 0.7738 |
265
+ | No log | 42.8 | 428 | 0.5959 | 0.6314 | 0.5959 | 0.7719 |
266
+ | No log | 43.0 | 430 | 0.5780 | 0.6805 | 0.5780 | 0.7602 |
267
+ | No log | 43.2 | 432 | 0.5831 | 0.6120 | 0.5831 | 0.7636 |
268
+ | No log | 43.4 | 434 | 0.5820 | 0.6383 | 0.5820 | 0.7629 |
269
+ | No log | 43.6 | 436 | 0.5826 | 0.6417 | 0.5826 | 0.7633 |
270
+ | No log | 43.8 | 438 | 0.5928 | 0.6933 | 0.5928 | 0.7699 |
271
+ | No log | 44.0 | 440 | 0.6043 | 0.6741 | 0.6043 | 0.7774 |
272
+ | No log | 44.2 | 442 | 0.6071 | 0.6445 | 0.6071 | 0.7792 |
273
+ | No log | 44.4 | 444 | 0.6098 | 0.6796 | 0.6098 | 0.7809 |
274
+ | No log | 44.6 | 446 | 0.6041 | 0.6741 | 0.6041 | 0.7773 |
275
+ | No log | 44.8 | 448 | 0.6121 | 0.6460 | 0.6121 | 0.7823 |
276
+ | No log | 45.0 | 450 | 0.6126 | 0.6460 | 0.6126 | 0.7827 |
277
+ | No log | 45.2 | 452 | 0.6039 | 0.6460 | 0.6039 | 0.7771 |
278
+ | No log | 45.4 | 454 | 0.5909 | 0.6209 | 0.5909 | 0.7687 |
279
+ | No log | 45.6 | 456 | 0.5940 | 0.6386 | 0.5940 | 0.7707 |
280
+ | No log | 45.8 | 458 | 0.6159 | 0.6386 | 0.6159 | 0.7848 |
281
+ | No log | 46.0 | 460 | 0.6577 | 0.5822 | 0.6577 | 0.8110 |
282
+ | No log | 46.2 | 462 | 0.6778 | 0.5707 | 0.6778 | 0.8233 |
283
+ | No log | 46.4 | 464 | 0.6571 | 0.5992 | 0.6571 | 0.8106 |
284
+ | No log | 46.6 | 466 | 0.6330 | 0.5503 | 0.6330 | 0.7956 |
285
+ | No log | 46.8 | 468 | 0.6314 | 0.5516 | 0.6314 | 0.7946 |
286
+ | No log | 47.0 | 470 | 0.6215 | 0.5845 | 0.6215 | 0.7883 |
287
+ | No log | 47.2 | 472 | 0.6271 | 0.5832 | 0.6271 | 0.7919 |
288
+ | No log | 47.4 | 474 | 0.6639 | 0.5599 | 0.6639 | 0.8148 |
289
+ | No log | 47.6 | 476 | 0.6917 | 0.6362 | 0.6917 | 0.8317 |
290
+ | No log | 47.8 | 478 | 0.7027 | 0.6353 | 0.7027 | 0.8383 |
291
+ | No log | 48.0 | 480 | 0.6774 | 0.6362 | 0.6774 | 0.8230 |
292
+ | No log | 48.2 | 482 | 0.6184 | 0.6137 | 0.6184 | 0.7864 |
293
+ | No log | 48.4 | 484 | 0.5877 | 0.6687 | 0.5877 | 0.7666 |
294
+ | No log | 48.6 | 486 | 0.5925 | 0.6500 | 0.5925 | 0.7697 |
295
+ | No log | 48.8 | 488 | 0.6100 | 0.6386 | 0.6100 | 0.7810 |
296
+ | No log | 49.0 | 490 | 0.6290 | 0.5602 | 0.6290 | 0.7931 |
297
+ | No log | 49.2 | 492 | 0.6772 | 0.5254 | 0.6772 | 0.8229 |
298
+ | No log | 49.4 | 494 | 0.7450 | 0.5346 | 0.7450 | 0.8632 |
299
+ | No log | 49.6 | 496 | 0.7547 | 0.5319 | 0.7547 | 0.8687 |
300
+ | No log | 49.8 | 498 | 0.7141 | 0.5013 | 0.7141 | 0.8450 |
301
+ | 0.2059 | 50.0 | 500 | 0.6568 | 0.5487 | 0.6568 | 0.8105 |
302
+ | 0.2059 | 50.2 | 502 | 0.6093 | 0.6340 | 0.6093 | 0.7806 |
303
+ | 0.2059 | 50.4 | 504 | 0.5865 | 0.7051 | 0.5865 | 0.7658 |
304
+ | 0.2059 | 50.6 | 506 | 0.5786 | 0.6606 | 0.5786 | 0.7607 |
305
+ | 0.2059 | 50.8 | 508 | 0.5792 | 0.6623 | 0.5792 | 0.7610 |
306
+ | 0.2059 | 51.0 | 510 | 0.5988 | 0.6473 | 0.5988 | 0.7738 |
307
+ | 0.2059 | 51.2 | 512 | 0.6521 | 0.6386 | 0.6521 | 0.8075 |
308
+ | 0.2059 | 51.4 | 514 | 0.6776 | 0.6653 | 0.6776 | 0.8232 |
309
+ | 0.2059 | 51.6 | 516 | 0.6509 | 0.6386 | 0.6509 | 0.8068 |
310
+ | 0.2059 | 51.8 | 518 | 0.5932 | 0.6228 | 0.5932 | 0.7702 |
311
+ | 0.2059 | 52.0 | 520 | 0.5526 | 0.7019 | 0.5526 | 0.7434 |
312
+ | 0.2059 | 52.2 | 522 | 0.5549 | 0.6649 | 0.5549 | 0.7449 |
313
+ | 0.2059 | 52.4 | 524 | 0.5580 | 0.6762 | 0.5580 | 0.7470 |
314
+ | 0.2059 | 52.6 | 526 | 0.5524 | 0.7116 | 0.5524 | 0.7432 |
315
+ | 0.2059 | 52.8 | 528 | 0.5723 | 0.6584 | 0.5723 | 0.7565 |
316
+ | 0.2059 | 53.0 | 530 | 0.6323 | 0.6272 | 0.6323 | 0.7952 |
317
+ | 0.2059 | 53.2 | 532 | 0.6558 | 0.5368 | 0.6558 | 0.8098 |
318
+ | 0.2059 | 53.4 | 534 | 0.6433 | 0.5487 | 0.6433 | 0.8020 |
319
+ | 0.2059 | 53.6 | 536 | 0.6100 | 0.5938 | 0.6100 | 0.7810 |
320
+ | 0.2059 | 53.8 | 538 | 0.5879 | 0.6460 | 0.5879 | 0.7667 |
321
+ | 0.2059 | 54.0 | 540 | 0.5844 | 0.6620 | 0.5844 | 0.7644 |
322
+ | 0.2059 | 54.2 | 542 | 0.5752 | 0.6578 | 0.5752 | 0.7584 |
323
+ | 0.2059 | 54.4 | 544 | 0.5631 | 0.6664 | 0.5631 | 0.7504 |
324
+ | 0.2059 | 54.6 | 546 | 0.5641 | 0.6539 | 0.5641 | 0.7510 |
325
+ | 0.2059 | 54.8 | 548 | 0.5870 | 0.6386 | 0.5870 | 0.7662 |
326
+ | 0.2059 | 55.0 | 550 | 0.5951 | 0.6137 | 0.5951 | 0.7714 |
327
+ | 0.2059 | 55.2 | 552 | 0.5931 | 0.6137 | 0.5931 | 0.7701 |
328
+ | 0.2059 | 55.4 | 554 | 0.5814 | 0.6386 | 0.5814 | 0.7625 |
329
+ | 0.2059 | 55.6 | 556 | 0.5811 | 0.6386 | 0.5811 | 0.7623 |
330
+ | 0.2059 | 55.8 | 558 | 0.5862 | 0.6282 | 0.5862 | 0.7656 |
331
+ | 0.2059 | 56.0 | 560 | 0.5742 | 0.6446 | 0.5742 | 0.7578 |
332
+ | 0.2059 | 56.2 | 562 | 0.5738 | 0.6632 | 0.5738 | 0.7575 |
333
+ | 0.2059 | 56.4 | 564 | 0.5739 | 0.6753 | 0.5739 | 0.7575 |
334
+ | 0.2059 | 56.6 | 566 | 0.5731 | 0.6805 | 0.5731 | 0.7571 |
335
+ | 0.2059 | 56.8 | 568 | 0.5686 | 0.6932 | 0.5686 | 0.7540 |
336
+ | 0.2059 | 57.0 | 570 | 0.5664 | 0.6247 | 0.5664 | 0.7526 |
337
+ | 0.2059 | 57.2 | 572 | 0.5808 | 0.6259 | 0.5808 | 0.7621 |
338
+ | 0.2059 | 57.4 | 574 | 0.6040 | 0.6035 | 0.6040 | 0.7772 |
339
+ | 0.2059 | 57.6 | 576 | 0.6310 | 0.5708 | 0.6310 | 0.7943 |
340
+ | 0.2059 | 57.8 | 578 | 0.6235 | 0.5708 | 0.6235 | 0.7896 |
341
+ | 0.2059 | 58.0 | 580 | 0.5995 | 0.6035 | 0.5995 | 0.7743 |
342
+ | 0.2059 | 58.2 | 582 | 0.5820 | 0.6282 | 0.5820 | 0.7629 |
343
+ | 0.2059 | 58.4 | 584 | 0.5743 | 0.6386 | 0.5743 | 0.7579 |
344
+ | 0.2059 | 58.6 | 586 | 0.5754 | 0.6386 | 0.5754 | 0.7585 |
345
+ | 0.2059 | 58.8 | 588 | 0.5666 | 0.6386 | 0.5666 | 0.7527 |
346
+ | 0.2059 | 59.0 | 590 | 0.5577 | 0.6386 | 0.5577 | 0.7468 |
347
+ | 0.2059 | 59.2 | 592 | 0.5692 | 0.6282 | 0.5692 | 0.7545 |
348
+ | 0.2059 | 59.4 | 594 | 0.5873 | 0.6035 | 0.5873 | 0.7664 |
349
+ | 0.2059 | 59.6 | 596 | 0.5853 | 0.6282 | 0.5853 | 0.7651 |
350
+ | 0.2059 | 59.8 | 598 | 0.5625 | 0.6282 | 0.5625 | 0.7500 |
351
+ | 0.2059 | 60.0 | 600 | 0.5391 | 0.6528 | 0.5391 | 0.7342 |
352
+ | 0.2059 | 60.2 | 602 | 0.5381 | 0.6796 | 0.5381 | 0.7335 |
353
+ | 0.2059 | 60.4 | 604 | 0.5416 | 0.6424 | 0.5416 | 0.7359 |
354
+ | 0.2059 | 60.6 | 606 | 0.5552 | 0.6396 | 0.5552 | 0.7451 |
355
+ | 0.2059 | 60.8 | 608 | 0.5836 | 0.6282 | 0.5836 | 0.7640 |
356
+ | 0.2059 | 61.0 | 610 | 0.6079 | 0.6035 | 0.6079 | 0.7797 |
357
+ | 0.2059 | 61.2 | 612 | 0.6165 | 0.6035 | 0.6165 | 0.7852 |
358
+ | 0.2059 | 61.4 | 614 | 0.6226 | 0.6035 | 0.6226 | 0.7891 |
359
+ | 0.2059 | 61.6 | 616 | 0.6070 | 0.6018 | 0.6070 | 0.7791 |
360
+ | 0.2059 | 61.8 | 618 | 0.5831 | 0.6206 | 0.5831 | 0.7636 |
361
+ | 0.2059 | 62.0 | 620 | 0.5703 | 0.6206 | 0.5703 | 0.7552 |
362
+ | 0.2059 | 62.2 | 622 | 0.5655 | 0.6439 | 0.5655 | 0.7520 |
363
+ | 0.2059 | 62.4 | 624 | 0.5615 | 0.6439 | 0.5615 | 0.7494 |
364
+ | 0.2059 | 62.6 | 626 | 0.5585 | 0.6464 | 0.5585 | 0.7473 |
365
+ | 0.2059 | 62.8 | 628 | 0.5618 | 0.6764 | 0.5618 | 0.7495 |
366
+ | 0.2059 | 63.0 | 630 | 0.5714 | 0.6396 | 0.5714 | 0.7559 |
367
+ | 0.2059 | 63.2 | 632 | 0.5836 | 0.6282 | 0.5836 | 0.7640 |
368
+ | 0.2059 | 63.4 | 634 | 0.5965 | 0.6386 | 0.5965 | 0.7724 |
369
+ | 0.2059 | 63.6 | 636 | 0.6131 | 0.6386 | 0.6131 | 0.7830 |
370
+ | 0.2059 | 63.8 | 638 | 0.6197 | 0.6272 | 0.6197 | 0.7872 |
371
+ | 0.2059 | 64.0 | 640 | 0.6141 | 0.6272 | 0.6141 | 0.7836 |
372
+ | 0.2059 | 64.2 | 642 | 0.6017 | 0.6386 | 0.6017 | 0.7757 |
373
+ | 0.2059 | 64.4 | 644 | 0.5811 | 0.6500 | 0.5811 | 0.7623 |
374
+ | 0.2059 | 64.6 | 646 | 0.5635 | 0.6500 | 0.5635 | 0.7507 |
375
+ | 0.2059 | 64.8 | 648 | 0.5486 | 0.6578 | 0.5486 | 0.7407 |
376
+ | 0.2059 | 65.0 | 650 | 0.5459 | 0.6578 | 0.5459 | 0.7389 |
377
+ | 0.2059 | 65.2 | 652 | 0.5512 | 0.6578 | 0.5512 | 0.7424 |
378
+ | 0.2059 | 65.4 | 654 | 0.5515 | 0.6578 | 0.5515 | 0.7426 |
379
+ | 0.2059 | 65.6 | 656 | 0.5535 | 0.6771 | 0.5535 | 0.7440 |
380
+ | 0.2059 | 65.8 | 658 | 0.5531 | 0.6664 | 0.5531 | 0.7437 |
381
+ | 0.2059 | 66.0 | 660 | 0.5552 | 0.6764 | 0.5552 | 0.7451 |
382
+ | 0.2059 | 66.2 | 662 | 0.5681 | 0.6473 | 0.5681 | 0.7537 |
383
+ | 0.2059 | 66.4 | 664 | 0.5687 | 0.6228 | 0.5687 | 0.7541 |
384
+ | 0.2059 | 66.6 | 666 | 0.5589 | 0.6473 | 0.5589 | 0.7476 |
385
+ | 0.2059 | 66.8 | 668 | 0.5393 | 0.6764 | 0.5393 | 0.7344 |
386
+ | 0.2059 | 67.0 | 670 | 0.5271 | 0.6704 | 0.5271 | 0.7260 |
387
+ | 0.2059 | 67.2 | 672 | 0.5214 | 0.7074 | 0.5214 | 0.7221 |
388
+ | 0.2059 | 67.4 | 674 | 0.5187 | 0.7026 | 0.5187 | 0.7202 |
389
+ | 0.2059 | 67.6 | 676 | 0.5210 | 0.6980 | 0.5210 | 0.7218 |
390
+ | 0.2059 | 67.8 | 678 | 0.5344 | 0.6519 | 0.5344 | 0.7310 |
391
+ | 0.2059 | 68.0 | 680 | 0.5566 | 0.6511 | 0.5566 | 0.7461 |
392
+ | 0.2059 | 68.2 | 682 | 0.5670 | 0.6218 | 0.5670 | 0.7530 |
393
+ | 0.2059 | 68.4 | 684 | 0.5619 | 0.6035 | 0.5619 | 0.7496 |
394
+ | 0.2059 | 68.6 | 686 | 0.5541 | 0.6396 | 0.5541 | 0.7444 |
395
+ | 0.2059 | 68.8 | 688 | 0.5526 | 0.6396 | 0.5526 | 0.7434 |
396
+ | 0.2059 | 69.0 | 690 | 0.5446 | 0.6432 | 0.5446 | 0.7380 |
397
+ | 0.2059 | 69.2 | 692 | 0.5380 | 0.6894 | 0.5380 | 0.7335 |
398
+ | 0.2059 | 69.4 | 694 | 0.5380 | 0.6806 | 0.5380 | 0.7335 |
399
+ | 0.2059 | 69.6 | 696 | 0.5416 | 0.6764 | 0.5416 | 0.7359 |
400
+ | 0.2059 | 69.8 | 698 | 0.5558 | 0.6337 | 0.5558 | 0.7455 |
401
+ | 0.2059 | 70.0 | 700 | 0.5638 | 0.6519 | 0.5638 | 0.7509 |
402
+ | 0.2059 | 70.2 | 702 | 0.5677 | 0.6685 | 0.5677 | 0.7535 |
403
+ | 0.2059 | 70.4 | 704 | 0.5694 | 0.6519 | 0.5694 | 0.7546 |
404
+ | 0.2059 | 70.6 | 706 | 0.5681 | 0.6337 | 0.5681 | 0.7537 |
405
+ | 0.2059 | 70.8 | 708 | 0.5621 | 0.6337 | 0.5621 | 0.7497 |
406
+ | 0.2059 | 71.0 | 710 | 0.5567 | 0.6584 | 0.5567 | 0.7461 |
407
+ | 0.2059 | 71.2 | 712 | 0.5515 | 0.6623 | 0.5515 | 0.7426 |
408
+ | 0.2059 | 71.4 | 714 | 0.5415 | 0.6557 | 0.5415 | 0.7359 |
409
+ | 0.2059 | 71.6 | 716 | 0.5376 | 0.7074 | 0.5376 | 0.7332 |
410
+ | 0.2059 | 71.8 | 718 | 0.5322 | 0.7074 | 0.5322 | 0.7295 |
411
+ | 0.2059 | 72.0 | 720 | 0.5269 | 0.6970 | 0.5269 | 0.7259 |
412
+ | 0.2059 | 72.2 | 722 | 0.5236 | 0.7082 | 0.5236 | 0.7236 |
413
+ | 0.2059 | 72.4 | 724 | 0.5216 | 0.7082 | 0.5216 | 0.7222 |
414
+ | 0.2059 | 72.6 | 726 | 0.5200 | 0.6988 | 0.5200 | 0.7211 |
415
+ | 0.2059 | 72.8 | 728 | 0.5248 | 0.6732 | 0.5248 | 0.7244 |
416
+ | 0.2059 | 73.0 | 730 | 0.5282 | 0.6732 | 0.5282 | 0.7268 |
417
+ | 0.2059 | 73.2 | 732 | 0.5276 | 0.6980 | 0.5276 | 0.7264 |
418
+ | 0.2059 | 73.4 | 734 | 0.5259 | 0.6980 | 0.5259 | 0.7252 |
419
+ | 0.2059 | 73.6 | 736 | 0.5318 | 0.6806 | 0.5318 | 0.7292 |
420
+ | 0.2059 | 73.8 | 738 | 0.5388 | 0.6806 | 0.5388 | 0.7340 |
421
+ | 0.2059 | 74.0 | 740 | 0.5475 | 0.6291 | 0.5475 | 0.7400 |
422
+ | 0.2059 | 74.2 | 742 | 0.5585 | 0.6147 | 0.5585 | 0.7473 |
423
+ | 0.2059 | 74.4 | 744 | 0.5710 | 0.6147 | 0.5710 | 0.7557 |
424
+ | 0.2059 | 74.6 | 746 | 0.5790 | 0.6035 | 0.5790 | 0.7609 |
425
+ | 0.2059 | 74.8 | 748 | 0.5847 | 0.6035 | 0.5847 | 0.7647 |
426
+ | 0.2059 | 75.0 | 750 | 0.5845 | 0.6035 | 0.5845 | 0.7645 |
427
+ | 0.2059 | 75.2 | 752 | 0.5922 | 0.6118 | 0.5922 | 0.7695 |
428
+ | 0.2059 | 75.4 | 754 | 0.5980 | 0.6485 | 0.5980 | 0.7733 |
429
+ | 0.2059 | 75.6 | 756 | 0.6106 | 0.6906 | 0.6106 | 0.7814 |
430
+ | 0.2059 | 75.8 | 758 | 0.6107 | 0.6914 | 0.6107 | 0.7815 |
431
+ | 0.2059 | 76.0 | 760 | 0.6024 | 0.6664 | 0.6024 | 0.7762 |
432
+ | 0.2059 | 76.2 | 762 | 0.5974 | 0.6215 | 0.5974 | 0.7729 |
433
+ | 0.2059 | 76.4 | 764 | 0.5945 | 0.6518 | 0.5945 | 0.7711 |
434
+ | 0.2059 | 76.6 | 766 | 0.5951 | 0.6518 | 0.5951 | 0.7714 |
435
+ | 0.2059 | 76.8 | 768 | 0.5899 | 0.6423 | 0.5899 | 0.7680 |
436
+ | 0.2059 | 77.0 | 770 | 0.5837 | 0.6659 | 0.5837 | 0.7640 |
437
+ | 0.2059 | 77.2 | 772 | 0.5769 | 0.6697 | 0.5769 | 0.7595 |
438
+ | 0.2059 | 77.4 | 774 | 0.5667 | 0.6697 | 0.5667 | 0.7528 |
439
+ | 0.2059 | 77.6 | 776 | 0.5607 | 0.7049 | 0.5607 | 0.7488 |
440
+ | 0.2059 | 77.8 | 778 | 0.5591 | 0.7189 | 0.5591 | 0.7477 |
441
+ | 0.2059 | 78.0 | 780 | 0.5590 | 0.6872 | 0.5590 | 0.7476 |
442
+ | 0.2059 | 78.2 | 782 | 0.5580 | 0.6396 | 0.5580 | 0.7470 |
443
+ | 0.2059 | 78.4 | 784 | 0.5554 | 0.6396 | 0.5554 | 0.7452 |
444
+ | 0.2059 | 78.6 | 786 | 0.5509 | 0.6432 | 0.5509 | 0.7422 |
445
+ | 0.2059 | 78.8 | 788 | 0.5451 | 0.6771 | 0.5451 | 0.7383 |
446
+ | 0.2059 | 79.0 | 790 | 0.5418 | 0.6954 | 0.5418 | 0.7361 |
447
+ | 0.2059 | 79.2 | 792 | 0.5402 | 0.7136 | 0.5402 | 0.7350 |
448
+ | 0.2059 | 79.4 | 794 | 0.5419 | 0.7239 | 0.5419 | 0.7361 |
449
+ | 0.2059 | 79.6 | 796 | 0.5469 | 0.7129 | 0.5469 | 0.7395 |
450
+ | 0.2059 | 79.8 | 798 | 0.5527 | 0.6623 | 0.5527 | 0.7434 |
451
+ | 0.2059 | 80.0 | 800 | 0.5606 | 0.6432 | 0.5606 | 0.7487 |
452
+ | 0.2059 | 80.2 | 802 | 0.5658 | 0.6315 | 0.5658 | 0.7522 |
453
+ | 0.2059 | 80.4 | 804 | 0.5715 | 0.6422 | 0.5715 | 0.7559 |
454
+ | 0.2059 | 80.6 | 806 | 0.5670 | 0.6315 | 0.5670 | 0.7530 |
455
+ | 0.2059 | 80.8 | 808 | 0.5673 | 0.6315 | 0.5673 | 0.7532 |
456
+ | 0.2059 | 81.0 | 810 | 0.5680 | 0.6315 | 0.5680 | 0.7537 |
457
+ | 0.2059 | 81.2 | 812 | 0.5663 | 0.6315 | 0.5663 | 0.7525 |
458
+ | 0.2059 | 81.4 | 814 | 0.5618 | 0.6623 | 0.5618 | 0.7495 |
459
+ | 0.2059 | 81.6 | 816 | 0.5598 | 0.6736 | 0.5598 | 0.7482 |
460
+ | 0.2059 | 81.8 | 818 | 0.5573 | 0.6736 | 0.5573 | 0.7465 |
461
+ | 0.2059 | 82.0 | 820 | 0.5527 | 0.6736 | 0.5527 | 0.7435 |
462
+ | 0.2059 | 82.2 | 822 | 0.5524 | 0.6736 | 0.5524 | 0.7432 |
463
+ | 0.2059 | 82.4 | 824 | 0.5494 | 0.6916 | 0.5494 | 0.7412 |
464
+ | 0.2059 | 82.6 | 826 | 0.5484 | 0.6916 | 0.5484 | 0.7405 |
465
+ | 0.2059 | 82.8 | 828 | 0.5492 | 0.6916 | 0.5492 | 0.7410 |
466
+ | 0.2059 | 83.0 | 830 | 0.5527 | 0.6548 | 0.5527 | 0.7434 |
467
+ | 0.2059 | 83.2 | 832 | 0.5594 | 0.6396 | 0.5594 | 0.7480 |
468
+ | 0.2059 | 83.4 | 834 | 0.5647 | 0.6282 | 0.5647 | 0.7514 |
469
+ | 0.2059 | 83.6 | 836 | 0.5630 | 0.6282 | 0.5630 | 0.7504 |
470
+ | 0.2059 | 83.8 | 838 | 0.5609 | 0.6282 | 0.5609 | 0.7489 |
471
+ | 0.2059 | 84.0 | 840 | 0.5574 | 0.6548 | 0.5574 | 0.7466 |
472
+ | 0.2059 | 84.2 | 842 | 0.5570 | 0.6548 | 0.5570 | 0.7464 |
473
+ | 0.2059 | 84.4 | 844 | 0.5590 | 0.6432 | 0.5590 | 0.7477 |
474
+ | 0.2059 | 84.6 | 846 | 0.5623 | 0.6315 | 0.5623 | 0.7498 |
475
+ | 0.2059 | 84.8 | 848 | 0.5616 | 0.6315 | 0.5616 | 0.7494 |
476
+ | 0.2059 | 85.0 | 850 | 0.5613 | 0.6315 | 0.5613 | 0.7492 |
477
+ | 0.2059 | 85.2 | 852 | 0.5615 | 0.6432 | 0.5615 | 0.7494 |
478
+ | 0.2059 | 85.4 | 854 | 0.5566 | 0.6548 | 0.5566 | 0.7461 |
479
+ | 0.2059 | 85.6 | 856 | 0.5495 | 0.6736 | 0.5495 | 0.7413 |
480
+ | 0.2059 | 85.8 | 858 | 0.5449 | 0.7239 | 0.5449 | 0.7382 |
481
+ | 0.2059 | 86.0 | 860 | 0.5439 | 0.7239 | 0.5439 | 0.7375 |
482
+ | 0.2059 | 86.2 | 862 | 0.5456 | 0.7066 | 0.5456 | 0.7387 |
483
+ | 0.2059 | 86.4 | 864 | 0.5493 | 0.6841 | 0.5493 | 0.7411 |
484
+ | 0.2059 | 86.6 | 866 | 0.5504 | 0.6841 | 0.5504 | 0.7419 |
485
+ | 0.2059 | 86.8 | 868 | 0.5517 | 0.6841 | 0.5517 | 0.7428 |
486
+ | 0.2059 | 87.0 | 870 | 0.5527 | 0.6841 | 0.5527 | 0.7434 |
487
+ | 0.2059 | 87.2 | 872 | 0.5530 | 0.6841 | 0.5530 | 0.7437 |
488
+ | 0.2059 | 87.4 | 874 | 0.5542 | 0.6841 | 0.5542 | 0.7444 |
489
+ | 0.2059 | 87.6 | 876 | 0.5552 | 0.6841 | 0.5552 | 0.7451 |
490
+ | 0.2059 | 87.8 | 878 | 0.5591 | 0.6510 | 0.5591 | 0.7478 |
491
+ | 0.2059 | 88.0 | 880 | 0.5664 | 0.6510 | 0.5664 | 0.7526 |
492
+ | 0.2059 | 88.2 | 882 | 0.5742 | 0.6259 | 0.5742 | 0.7578 |
493
+ | 0.2059 | 88.4 | 884 | 0.5779 | 0.6147 | 0.5779 | 0.7602 |
494
+ | 0.2059 | 88.6 | 886 | 0.5774 | 0.6147 | 0.5774 | 0.7599 |
495
+ | 0.2059 | 88.8 | 888 | 0.5730 | 0.6259 | 0.5730 | 0.7570 |
496
+ | 0.2059 | 89.0 | 890 | 0.5730 | 0.6259 | 0.5730 | 0.7569 |
497
+ | 0.2059 | 89.2 | 892 | 0.5715 | 0.6510 | 0.5715 | 0.7560 |
498
+ | 0.2059 | 89.4 | 894 | 0.5661 | 0.6510 | 0.5661 | 0.7524 |
499
+ | 0.2059 | 89.6 | 896 | 0.5626 | 0.6396 | 0.5626 | 0.7501 |
500
+ | 0.2059 | 89.8 | 898 | 0.5591 | 0.6396 | 0.5591 | 0.7477 |
501
+ | 0.2059 | 90.0 | 900 | 0.5540 | 0.6510 | 0.5540 | 0.7443 |
502
+ | 0.2059 | 90.2 | 902 | 0.5481 | 0.6841 | 0.5481 | 0.7404 |
503
+ | 0.2059 | 90.4 | 904 | 0.5423 | 0.6886 | 0.5423 | 0.7364 |
504
+ | 0.2059 | 90.6 | 906 | 0.5395 | 0.6886 | 0.5395 | 0.7345 |
505
+ | 0.2059 | 90.8 | 908 | 0.5371 | 0.6779 | 0.5371 | 0.7329 |
506
+ | 0.2059 | 91.0 | 910 | 0.5360 | 0.6779 | 0.5360 | 0.7321 |
507
+ | 0.2059 | 91.2 | 912 | 0.5345 | 0.6779 | 0.5345 | 0.7311 |
508
+ | 0.2059 | 91.4 | 914 | 0.5326 | 0.6962 | 0.5326 | 0.7298 |
509
+ | 0.2059 | 91.6 | 916 | 0.5315 | 0.7136 | 0.5315 | 0.7290 |
510
+ | 0.2059 | 91.8 | 918 | 0.5313 | 0.7136 | 0.5313 | 0.7289 |
511
+ | 0.2059 | 92.0 | 920 | 0.5310 | 0.7136 | 0.5310 | 0.7287 |
512
+ | 0.2059 | 92.2 | 922 | 0.5315 | 0.7136 | 0.5315 | 0.7290 |
513
+ | 0.2059 | 92.4 | 924 | 0.5327 | 0.7136 | 0.5327 | 0.7299 |
514
+ | 0.2059 | 92.6 | 926 | 0.5348 | 0.7239 | 0.5348 | 0.7313 |
515
+ | 0.2059 | 92.8 | 928 | 0.5375 | 0.7239 | 0.5375 | 0.7332 |
516
+ | 0.2059 | 93.0 | 930 | 0.5406 | 0.6886 | 0.5406 | 0.7353 |
517
+ | 0.2059 | 93.2 | 932 | 0.5415 | 0.6886 | 0.5415 | 0.7359 |
518
+ | 0.2059 | 93.4 | 934 | 0.5420 | 0.6886 | 0.5420 | 0.7362 |
519
+ | 0.2059 | 93.6 | 936 | 0.5442 | 0.6548 | 0.5442 | 0.7377 |
520
+ | 0.2059 | 93.8 | 938 | 0.5477 | 0.6548 | 0.5477 | 0.7400 |
521
+ | 0.2059 | 94.0 | 940 | 0.5514 | 0.6396 | 0.5514 | 0.7425 |
522
+ | 0.2059 | 94.2 | 942 | 0.5543 | 0.6396 | 0.5543 | 0.7445 |
523
+ | 0.2059 | 94.4 | 944 | 0.5576 | 0.6396 | 0.5576 | 0.7467 |
524
+ | 0.2059 | 94.6 | 946 | 0.5576 | 0.6396 | 0.5576 | 0.7467 |
525
+ | 0.2059 | 94.8 | 948 | 0.5553 | 0.6396 | 0.5553 | 0.7452 |
526
+ | 0.2059 | 95.0 | 950 | 0.5521 | 0.6510 | 0.5521 | 0.7430 |
527
+ | 0.2059 | 95.2 | 952 | 0.5481 | 0.6548 | 0.5481 | 0.7403 |
528
+ | 0.2059 | 95.4 | 954 | 0.5456 | 0.6548 | 0.5456 | 0.7387 |
529
+ | 0.2059 | 95.6 | 956 | 0.5427 | 0.7066 | 0.5427 | 0.7367 |
530
+ | 0.2059 | 95.8 | 958 | 0.5410 | 0.7066 | 0.5410 | 0.7356 |
531
+ | 0.2059 | 96.0 | 960 | 0.5404 | 0.7066 | 0.5404 | 0.7351 |
532
+ | 0.2059 | 96.2 | 962 | 0.5402 | 0.7066 | 0.5402 | 0.7350 |
533
+ | 0.2059 | 96.4 | 964 | 0.5408 | 0.7066 | 0.5408 | 0.7354 |
534
+ | 0.2059 | 96.6 | 966 | 0.5412 | 0.7066 | 0.5412 | 0.7356 |
535
+ | 0.2059 | 96.8 | 968 | 0.5419 | 0.7066 | 0.5419 | 0.7361 |
536
+ | 0.2059 | 97.0 | 970 | 0.5431 | 0.7066 | 0.5431 | 0.7370 |
537
+ | 0.2059 | 97.2 | 972 | 0.5441 | 0.6886 | 0.5441 | 0.7376 |
538
+ | 0.2059 | 97.4 | 974 | 0.5447 | 0.6886 | 0.5447 | 0.7381 |
539
+ | 0.2059 | 97.6 | 976 | 0.5458 | 0.6548 | 0.5458 | 0.7388 |
540
+ | 0.2059 | 97.8 | 978 | 0.5464 | 0.6548 | 0.5464 | 0.7392 |
541
+ | 0.2059 | 98.0 | 980 | 0.5472 | 0.6548 | 0.5472 | 0.7397 |
542
+ | 0.2059 | 98.2 | 982 | 0.5483 | 0.6548 | 0.5483 | 0.7405 |
543
+ | 0.2059 | 98.4 | 984 | 0.5490 | 0.6432 | 0.5490 | 0.7409 |
544
+ | 0.2059 | 98.6 | 986 | 0.5494 | 0.6432 | 0.5494 | 0.7412 |
545
+ | 0.2059 | 98.8 | 988 | 0.5495 | 0.6432 | 0.5495 | 0.7413 |
546
+ | 0.2059 | 99.0 | 990 | 0.5494 | 0.6432 | 0.5494 | 0.7412 |
547
+ | 0.2059 | 99.2 | 992 | 0.5492 | 0.6432 | 0.5492 | 0.7411 |
548
+ | 0.2059 | 99.4 | 994 | 0.5491 | 0.6432 | 0.5491 | 0.7410 |
549
+ | 0.2059 | 99.6 | 996 | 0.5489 | 0.6432 | 0.5489 | 0.7409 |
550
+ | 0.2059 | 99.8 | 998 | 0.5487 | 0.6548 | 0.5487 | 0.7407 |
551
+ | 0.0413 | 100.0 | 1000 | 0.5486 | 0.6548 | 0.5486 | 0.7407 |
552
 
553
 
554
  ### Framework versions