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ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k2_task7_organization

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bert
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  1. README.md +263 -258
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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_k1_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_FineTuningAraBERT_run2_AugV5_k1_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: 0.4078
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- - Qwk: 0.6747
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- - Mse: 0.4078
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- - Rmse: 0.6386
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  ## Model description
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@@ -47,258 +47,263 @@ 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 | 0.4 | 2 | 2.4831 | -0.0449 | 2.4831 | 1.5758 |
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- | No log | 0.8 | 4 | 1.2421 | 0.0997 | 1.2421 | 1.1145 |
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- | No log | 1.2 | 6 | 0.7761 | 0.1372 | 0.7761 | 0.8810 |
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- | No log | 1.6 | 8 | 0.9516 | 0.0327 | 0.9516 | 0.9755 |
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- | No log | 2.0 | 10 | 1.0156 | 0.1709 | 1.0156 | 1.0078 |
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- | No log | 2.4 | 12 | 1.0486 | 0.2903 | 1.0486 | 1.0240 |
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- | No log | 2.8 | 14 | 0.8951 | 0.2094 | 0.8951 | 0.9461 |
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- | No log | 3.2 | 16 | 0.7865 | 0.0608 | 0.7865 | 0.8868 |
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- | No log | 3.6 | 18 | 0.7732 | 0.1232 | 0.7732 | 0.8793 |
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- | No log | 4.0 | 20 | 0.7328 | 0.1646 | 0.7328 | 0.8560 |
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- | No log | 4.4 | 22 | 0.6772 | 0.1498 | 0.6772 | 0.8229 |
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- | No log | 4.8 | 24 | 0.6729 | 0.4243 | 0.6729 | 0.8203 |
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- | No log | 5.2 | 26 | 0.6281 | 0.4414 | 0.6281 | 0.7925 |
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- | No log | 5.6 | 28 | 0.5447 | 0.4314 | 0.5447 | 0.7380 |
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- | No log | 6.0 | 30 | 0.5724 | 0.5301 | 0.5724 | 0.7566 |
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- | No log | 6.4 | 32 | 0.7240 | 0.3783 | 0.7240 | 0.8509 |
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- | No log | 6.8 | 34 | 0.6116 | 0.4652 | 0.6116 | 0.7820 |
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- | No log | 7.2 | 36 | 0.4918 | 0.6039 | 0.4918 | 0.7013 |
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- | No log | 7.6 | 38 | 0.4871 | 0.6087 | 0.4871 | 0.6979 |
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- | No log | 8.0 | 40 | 0.5781 | 0.4892 | 0.5781 | 0.7603 |
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- | No log | 8.4 | 42 | 0.6469 | 0.4377 | 0.6469 | 0.8043 |
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- | No log | 8.8 | 44 | 0.5355 | 0.5538 | 0.5355 | 0.7318 |
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- | No log | 9.2 | 46 | 0.5505 | 0.6519 | 0.5505 | 0.7420 |
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- | No log | 9.6 | 48 | 0.5989 | 0.6439 | 0.5989 | 0.7739 |
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- | No log | 10.0 | 50 | 0.4921 | 0.6730 | 0.4921 | 0.7015 |
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- | No log | 10.4 | 52 | 0.6389 | 0.4881 | 0.6389 | 0.7993 |
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- | No log | 10.8 | 54 | 0.5715 | 0.5124 | 0.5715 | 0.7560 |
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- | No log | 11.2 | 56 | 0.4566 | 0.6676 | 0.4566 | 0.6757 |
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- | No log | 11.6 | 58 | 0.4451 | 0.6932 | 0.4451 | 0.6671 |
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- | No log | 12.0 | 60 | 0.4772 | 0.6389 | 0.4772 | 0.6908 |
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- | No log | 12.4 | 62 | 0.4194 | 0.7119 | 0.4194 | 0.6476 |
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- | No log | 12.8 | 64 | 0.4590 | 0.6080 | 0.4590 | 0.6775 |
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- | No log | 13.2 | 66 | 0.4159 | 0.6334 | 0.4159 | 0.6449 |
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- | No log | 13.6 | 68 | 0.4343 | 0.6716 | 0.4343 | 0.6590 |
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- | No log | 14.0 | 70 | 0.7542 | 0.3961 | 0.7542 | 0.8685 |
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- | No log | 14.4 | 72 | 0.8285 | 0.3961 | 0.8285 | 0.9102 |
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- | No log | 14.8 | 74 | 0.5590 | 0.5489 | 0.5590 | 0.7477 |
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- | No log | 15.2 | 76 | 0.4470 | 0.6115 | 0.4470 | 0.6686 |
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- | No log | 15.6 | 78 | 0.6693 | 0.6021 | 0.6693 | 0.8181 |
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- | No log | 16.0 | 80 | 0.5836 | 0.5463 | 0.5836 | 0.7639 |
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- | No log | 16.4 | 82 | 0.4361 | 0.7004 | 0.4361 | 0.6604 |
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- | No log | 16.8 | 84 | 0.5784 | 0.5887 | 0.5784 | 0.7605 |
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- | No log | 17.2 | 86 | 0.5749 | 0.5887 | 0.5749 | 0.7582 |
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- | No log | 17.6 | 88 | 0.4430 | 0.6855 | 0.4430 | 0.6655 |
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- | No log | 18.0 | 90 | 0.5173 | 0.5695 | 0.5173 | 0.7192 |
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- | No log | 18.4 | 92 | 0.6278 | 0.5677 | 0.6278 | 0.7924 |
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- | No log | 18.8 | 94 | 0.5098 | 0.5748 | 0.5098 | 0.7140 |
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- | No log | 19.2 | 96 | 0.4249 | 0.6575 | 0.4249 | 0.6518 |
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- | No log | 19.6 | 98 | 0.4996 | 0.5429 | 0.4996 | 0.7068 |
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- | No log | 20.0 | 100 | 0.4832 | 0.5779 | 0.4832 | 0.6951 |
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- | No log | 20.4 | 102 | 0.4276 | 0.6467 | 0.4276 | 0.6539 |
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- | No log | 20.8 | 104 | 0.4873 | 0.6267 | 0.4873 | 0.6981 |
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- | No log | 21.2 | 106 | 0.4672 | 0.6356 | 0.4672 | 0.6835 |
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- | No log | 21.6 | 108 | 0.4253 | 0.6577 | 0.4253 | 0.6521 |
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- | No log | 22.0 | 110 | 0.4193 | 0.6870 | 0.4193 | 0.6475 |
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- | No log | 22.4 | 112 | 0.4126 | 0.6870 | 0.4126 | 0.6424 |
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- | No log | 22.8 | 114 | 0.4060 | 0.6957 | 0.4060 | 0.6372 |
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- | No log | 23.2 | 116 | 0.4115 | 0.6705 | 0.4115 | 0.6415 |
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- | No log | 23.6 | 118 | 0.4242 | 0.6793 | 0.4242 | 0.6513 |
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- | No log | 24.0 | 120 | 0.4217 | 0.6884 | 0.4217 | 0.6493 |
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- | No log | 24.4 | 122 | 0.4123 | 0.6884 | 0.4123 | 0.6421 |
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- | No log | 24.8 | 124 | 0.4169 | 0.6701 | 0.4169 | 0.6457 |
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- | No log | 25.2 | 126 | 0.3839 | 0.7032 | 0.3839 | 0.6196 |
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- | No log | 25.6 | 128 | 0.3950 | 0.6572 | 0.3950 | 0.6285 |
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- | No log | 26.0 | 130 | 0.4068 | 0.6900 | 0.4068 | 0.6378 |
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- | No log | 26.4 | 132 | 0.4124 | 0.6805 | 0.4124 | 0.6422 |
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- | No log | 26.8 | 134 | 0.4075 | 0.6496 | 0.4075 | 0.6384 |
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- | No log | 27.2 | 136 | 0.4115 | 0.6852 | 0.4115 | 0.6415 |
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- | No log | 27.6 | 138 | 0.4076 | 0.6161 | 0.4076 | 0.6384 |
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- | No log | 28.0 | 140 | 0.4019 | 0.6092 | 0.4019 | 0.6339 |
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- | No log | 28.4 | 142 | 0.4192 | 0.6601 | 0.4192 | 0.6475 |
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- | No log | 28.8 | 144 | 0.4584 | 0.6537 | 0.4584 | 0.6771 |
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- | No log | 29.2 | 146 | 0.4481 | 0.6342 | 0.4481 | 0.6694 |
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- | No log | 29.6 | 148 | 0.4046 | 0.6289 | 0.4046 | 0.6361 |
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- | No log | 30.0 | 150 | 0.4170 | 0.6472 | 0.4170 | 0.6458 |
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- | No log | 30.4 | 152 | 0.4199 | 0.6662 | 0.4199 | 0.6480 |
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- | No log | 30.8 | 154 | 0.4241 | 0.6337 | 0.4241 | 0.6512 |
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- | No log | 31.2 | 156 | 0.4369 | 0.6526 | 0.4369 | 0.6610 |
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- | No log | 31.6 | 158 | 0.4396 | 0.6526 | 0.4396 | 0.6630 |
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- | No log | 32.0 | 160 | 0.4225 | 0.6377 | 0.4225 | 0.6500 |
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- | No log | 32.4 | 162 | 0.4419 | 0.6228 | 0.4419 | 0.6647 |
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- | No log | 32.8 | 164 | 0.4786 | 0.5668 | 0.4786 | 0.6918 |
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- | No log | 33.2 | 166 | 0.4783 | 0.5701 | 0.4783 | 0.6916 |
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- | No log | 33.6 | 168 | 0.4403 | 0.6739 | 0.4403 | 0.6636 |
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- | No log | 34.0 | 170 | 0.4452 | 0.6491 | 0.4452 | 0.6672 |
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- | No log | 34.4 | 172 | 0.4400 | 0.6491 | 0.4400 | 0.6633 |
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- | No log | 34.8 | 174 | 0.4375 | 0.6667 | 0.4375 | 0.6614 |
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- | No log | 35.2 | 176 | 0.4714 | 0.6693 | 0.4714 | 0.6866 |
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- | No log | 35.6 | 178 | 0.4699 | 0.6944 | 0.4699 | 0.6855 |
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- | No log | 36.0 | 180 | 0.4550 | 0.6656 | 0.4550 | 0.6746 |
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- | No log | 36.4 | 182 | 0.4608 | 0.6574 | 0.4608 | 0.6788 |
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- | No log | 36.8 | 184 | 0.4634 | 0.6100 | 0.4634 | 0.6807 |
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- | No log | 37.2 | 186 | 0.4760 | 0.6259 | 0.4760 | 0.6899 |
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- | No log | 37.6 | 188 | 0.4606 | 0.6066 | 0.4606 | 0.6786 |
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- | No log | 38.0 | 190 | 0.4457 | 0.6818 | 0.4457 | 0.6676 |
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- | No log | 38.4 | 192 | 0.4602 | 0.5845 | 0.4602 | 0.6784 |
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- | No log | 38.8 | 194 | 0.4530 | 0.5816 | 0.4530 | 0.6730 |
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- | No log | 39.2 | 196 | 0.4429 | 0.6747 | 0.4429 | 0.6655 |
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- | No log | 39.6 | 198 | 0.4429 | 0.6747 | 0.4429 | 0.6655 |
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- | No log | 40.0 | 200 | 0.4429 | 0.5816 | 0.4429 | 0.6655 |
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- | No log | 40.4 | 202 | 0.4386 | 0.6655 | 0.4386 | 0.6622 |
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- | No log | 40.8 | 204 | 0.4625 | 0.5212 | 0.4625 | 0.6801 |
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- | No log | 41.2 | 206 | 0.4678 | 0.5283 | 0.4678 | 0.6839 |
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- | No log | 41.6 | 208 | 0.4375 | 0.5265 | 0.4375 | 0.6614 |
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- | No log | 42.0 | 210 | 0.4334 | 0.6505 | 0.4334 | 0.6583 |
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- | No log | 42.4 | 212 | 0.4565 | 0.6505 | 0.4565 | 0.6756 |
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- | No log | 42.8 | 214 | 0.4456 | 0.6505 | 0.4456 | 0.6675 |
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- | No log | 43.2 | 216 | 0.4197 | 0.6843 | 0.4197 | 0.6479 |
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- | No log | 43.6 | 218 | 0.4406 | 0.6223 | 0.4406 | 0.6638 |
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- | No log | 44.0 | 220 | 0.4791 | 0.5794 | 0.4791 | 0.6921 |
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- | No log | 44.4 | 222 | 0.4867 | 0.5794 | 0.4867 | 0.6976 |
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- | No log | 44.8 | 224 | 0.4550 | 0.5512 | 0.4550 | 0.6745 |
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- | No log | 45.2 | 226 | 0.4260 | 0.6464 | 0.4260 | 0.6527 |
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- | No log | 45.6 | 228 | 0.4490 | 0.6228 | 0.4490 | 0.6701 |
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- | No log | 46.0 | 230 | 0.4906 | 0.6681 | 0.4906 | 0.7004 |
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- | No log | 46.4 | 232 | 0.4778 | 0.6406 | 0.4778 | 0.6912 |
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- | No log | 46.8 | 234 | 0.4432 | 0.6408 | 0.4432 | 0.6657 |
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- | No log | 47.2 | 236 | 0.4286 | 0.6125 | 0.4286 | 0.6547 |
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- | No log | 47.6 | 238 | 0.4285 | 0.6330 | 0.4285 | 0.6546 |
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- | No log | 48.0 | 240 | 0.4341 | 0.6530 | 0.4341 | 0.6589 |
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- | No log | 48.4 | 242 | 0.4475 | 0.6518 | 0.4475 | 0.6689 |
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- | No log | 48.8 | 244 | 0.4306 | 0.6530 | 0.4306 | 0.6562 |
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- | No log | 49.2 | 246 | 0.4268 | 0.6351 | 0.4268 | 0.6533 |
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- | No log | 49.6 | 248 | 0.4332 | 0.5890 | 0.4332 | 0.6582 |
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- | No log | 50.0 | 250 | 0.4363 | 0.5319 | 0.4363 | 0.6605 |
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- | No log | 50.4 | 252 | 0.4274 | 0.6053 | 0.4274 | 0.6537 |
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- | No log | 50.8 | 254 | 0.4229 | 0.6344 | 0.4229 | 0.6503 |
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- | No log | 51.2 | 256 | 0.4296 | 0.6129 | 0.4296 | 0.6555 |
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- | No log | 51.6 | 258 | 0.4273 | 0.6129 | 0.4273 | 0.6537 |
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- | No log | 52.0 | 260 | 0.4295 | 0.6129 | 0.4295 | 0.6554 |
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- | No log | 52.4 | 262 | 0.4310 | 0.6129 | 0.4310 | 0.6565 |
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- | No log | 52.8 | 264 | 0.4315 | 0.6554 | 0.4315 | 0.6569 |
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- | No log | 53.2 | 266 | 0.4329 | 0.6383 | 0.4329 | 0.6579 |
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- | No log | 53.6 | 268 | 0.4340 | 0.6301 | 0.4340 | 0.6588 |
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- | No log | 54.0 | 270 | 0.4375 | 0.6301 | 0.4375 | 0.6614 |
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- | No log | 54.4 | 272 | 0.4407 | 0.6301 | 0.4407 | 0.6639 |
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- | No log | 54.8 | 274 | 0.4424 | 0.6301 | 0.4424 | 0.6651 |
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- | No log | 55.2 | 276 | 0.4376 | 0.6383 | 0.4376 | 0.6615 |
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- | No log | 55.6 | 278 | 0.4406 | 0.6241 | 0.4406 | 0.6638 |
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- | No log | 56.0 | 280 | 0.4356 | 0.6024 | 0.4356 | 0.6600 |
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- | No log | 56.4 | 282 | 0.4341 | 0.6039 | 0.4341 | 0.6588 |
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- | No log | 56.8 | 284 | 0.4351 | 0.6024 | 0.4352 | 0.6597 |
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- | No log | 57.2 | 286 | 0.4468 | 0.6228 | 0.4468 | 0.6684 |
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- | No log | 57.6 | 288 | 0.4433 | 0.6228 | 0.4433 | 0.6658 |
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- | No log | 58.0 | 290 | 0.4352 | 0.6317 | 0.4352 | 0.6597 |
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- | No log | 58.4 | 292 | 0.4287 | 0.6111 | 0.4287 | 0.6547 |
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- | No log | 58.8 | 294 | 0.4243 | 0.5899 | 0.4243 | 0.6514 |
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- | No log | 59.2 | 296 | 0.4247 | 0.6053 | 0.4247 | 0.6517 |
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- | No log | 59.6 | 298 | 0.4320 | 0.5248 | 0.4320 | 0.6573 |
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- | No log | 60.0 | 300 | 0.4255 | 0.6269 | 0.4255 | 0.6523 |
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- | No log | 60.4 | 302 | 0.4198 | 0.6269 | 0.4198 | 0.6479 |
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- | No log | 60.8 | 304 | 0.4132 | 0.6269 | 0.4132 | 0.6428 |
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- | No log | 61.2 | 306 | 0.4086 | 0.6269 | 0.4086 | 0.6392 |
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- | No log | 61.6 | 308 | 0.4066 | 0.6357 | 0.4066 | 0.6376 |
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- | No log | 62.0 | 310 | 0.4051 | 0.6269 | 0.4051 | 0.6365 |
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- | No log | 62.4 | 312 | 0.3995 | 0.6555 | 0.3995 | 0.6321 |
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- | No log | 62.8 | 314 | 0.4025 | 0.6935 | 0.4025 | 0.6344 |
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- | No log | 63.2 | 316 | 0.4018 | 0.6747 | 0.4018 | 0.6339 |
210
- | No log | 63.6 | 318 | 0.4004 | 0.6555 | 0.4004 | 0.6327 |
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- | No log | 64.0 | 320 | 0.3988 | 0.6555 | 0.3988 | 0.6315 |
212
- | No log | 64.4 | 322 | 0.4033 | 0.6269 | 0.4033 | 0.6351 |
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- | No log | 64.8 | 324 | 0.3985 | 0.6464 | 0.3985 | 0.6313 |
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- | No log | 65.2 | 326 | 0.3983 | 0.6919 | 0.3983 | 0.6311 |
215
- | No log | 65.6 | 328 | 0.4081 | 0.7053 | 0.4081 | 0.6388 |
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- | No log | 66.0 | 330 | 0.4080 | 0.7053 | 0.4080 | 0.6387 |
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- | No log | 66.4 | 332 | 0.4014 | 0.6650 | 0.4014 | 0.6335 |
218
- | No log | 66.8 | 334 | 0.3980 | 0.6464 | 0.3980 | 0.6309 |
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- | No log | 67.2 | 336 | 0.3967 | 0.6464 | 0.3967 | 0.6298 |
220
- | No log | 67.6 | 338 | 0.3998 | 0.6464 | 0.3998 | 0.6323 |
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- | No log | 68.0 | 340 | 0.3988 | 0.6556 | 0.3988 | 0.6315 |
222
- | No log | 68.4 | 342 | 0.3991 | 0.6555 | 0.3991 | 0.6318 |
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- | No log | 68.8 | 344 | 0.4021 | 0.6542 | 0.4021 | 0.6341 |
224
- | No log | 69.2 | 346 | 0.4071 | 0.6632 | 0.4071 | 0.6380 |
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- | No log | 69.6 | 348 | 0.4053 | 0.6632 | 0.4053 | 0.6366 |
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- | No log | 70.0 | 350 | 0.3963 | 0.6747 | 0.3963 | 0.6295 |
227
- | No log | 70.4 | 352 | 0.4007 | 0.6667 | 0.4007 | 0.6330 |
228
- | No log | 70.8 | 354 | 0.4234 | 0.6034 | 0.4234 | 0.6507 |
229
- | No log | 71.2 | 356 | 0.4467 | 0.5636 | 0.4467 | 0.6683 |
230
- | No log | 71.6 | 358 | 0.4443 | 0.5498 | 0.4443 | 0.6666 |
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- | No log | 72.0 | 360 | 0.4237 | 0.5554 | 0.4237 | 0.6509 |
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- | No log | 72.4 | 362 | 0.4067 | 0.6554 | 0.4067 | 0.6377 |
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- | No log | 72.8 | 364 | 0.4085 | 0.6739 | 0.4085 | 0.6392 |
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- | No log | 73.2 | 366 | 0.4164 | 0.6431 | 0.4164 | 0.6453 |
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- | No log | 73.6 | 368 | 0.4198 | 0.6530 | 0.4198 | 0.6479 |
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- | No log | 74.0 | 370 | 0.4229 | 0.6330 | 0.4229 | 0.6503 |
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- | No log | 74.4 | 372 | 0.4228 | 0.6125 | 0.4228 | 0.6502 |
238
- | No log | 74.8 | 374 | 0.4205 | 0.6555 | 0.4205 | 0.6484 |
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- | No log | 75.2 | 376 | 0.4215 | 0.6555 | 0.4215 | 0.6492 |
240
- | No log | 75.6 | 378 | 0.4219 | 0.6555 | 0.4219 | 0.6495 |
241
- | No log | 76.0 | 380 | 0.4219 | 0.6555 | 0.4219 | 0.6496 |
242
- | No log | 76.4 | 382 | 0.4229 | 0.6555 | 0.4229 | 0.6503 |
243
- | No log | 76.8 | 384 | 0.4283 | 0.6053 | 0.4283 | 0.6545 |
244
- | No log | 77.2 | 386 | 0.4344 | 0.5846 | 0.4344 | 0.6591 |
245
- | No log | 77.6 | 388 | 0.4340 | 0.5846 | 0.4340 | 0.6588 |
246
- | No log | 78.0 | 390 | 0.4306 | 0.6554 | 0.4306 | 0.6562 |
247
- | No log | 78.4 | 392 | 0.4338 | 0.6739 | 0.4338 | 0.6586 |
248
- | No log | 78.8 | 394 | 0.4396 | 0.6634 | 0.4396 | 0.6630 |
249
- | No log | 79.2 | 396 | 0.4423 | 0.6702 | 0.4423 | 0.6650 |
250
- | No log | 79.6 | 398 | 0.4386 | 0.6880 | 0.4386 | 0.6623 |
251
- | No log | 80.0 | 400 | 0.4280 | 0.6807 | 0.4280 | 0.6542 |
252
- | No log | 80.4 | 402 | 0.4169 | 0.6639 | 0.4169 | 0.6457 |
253
- | No log | 80.8 | 404 | 0.4098 | 0.6747 | 0.4098 | 0.6402 |
254
- | No log | 81.2 | 406 | 0.4068 | 0.6747 | 0.4068 | 0.6378 |
255
- | No log | 81.6 | 408 | 0.4073 | 0.6555 | 0.4073 | 0.6382 |
256
- | No log | 82.0 | 410 | 0.4114 | 0.6377 | 0.4114 | 0.6414 |
257
- | No log | 82.4 | 412 | 0.4120 | 0.6577 | 0.4120 | 0.6419 |
258
- | No log | 82.8 | 414 | 0.4093 | 0.6464 | 0.4093 | 0.6397 |
259
- | No log | 83.2 | 416 | 0.4075 | 0.6554 | 0.4075 | 0.6383 |
260
- | No log | 83.6 | 418 | 0.4122 | 0.6730 | 0.4122 | 0.6420 |
261
- | No log | 84.0 | 420 | 0.4173 | 0.6634 | 0.4173 | 0.6460 |
262
- | No log | 84.4 | 422 | 0.4178 | 0.6634 | 0.4178 | 0.6463 |
263
- | No log | 84.8 | 424 | 0.4151 | 0.6634 | 0.4151 | 0.6443 |
264
- | No log | 85.2 | 426 | 0.4137 | 0.6730 | 0.4137 | 0.6432 |
265
- | No log | 85.6 | 428 | 0.4118 | 0.6730 | 0.4118 | 0.6417 |
266
- | No log | 86.0 | 430 | 0.4095 | 0.6739 | 0.4095 | 0.6399 |
267
- | No log | 86.4 | 432 | 0.4084 | 0.6554 | 0.4084 | 0.6391 |
268
- | No log | 86.8 | 434 | 0.4089 | 0.6555 | 0.4089 | 0.6394 |
269
- | No log | 87.2 | 436 | 0.4083 | 0.6555 | 0.4083 | 0.6390 |
270
- | No log | 87.6 | 438 | 0.4071 | 0.6555 | 0.4071 | 0.6381 |
271
- | No log | 88.0 | 440 | 0.4063 | 0.6555 | 0.4063 | 0.6374 |
272
- | No log | 88.4 | 442 | 0.4060 | 0.6739 | 0.4060 | 0.6372 |
273
- | No log | 88.8 | 444 | 0.4059 | 0.6739 | 0.4059 | 0.6371 |
274
- | No log | 89.2 | 446 | 0.4048 | 0.6747 | 0.4048 | 0.6362 |
275
- | No log | 89.6 | 448 | 0.4037 | 0.6747 | 0.4037 | 0.6353 |
276
- | No log | 90.0 | 450 | 0.4032 | 0.6747 | 0.4032 | 0.6350 |
277
- | No log | 90.4 | 452 | 0.4040 | 0.6747 | 0.4040 | 0.6356 |
278
- | No log | 90.8 | 454 | 0.4044 | 0.6747 | 0.4044 | 0.6359 |
279
- | No log | 91.2 | 456 | 0.4044 | 0.6747 | 0.4044 | 0.6359 |
280
- | No log | 91.6 | 458 | 0.4050 | 0.6747 | 0.4050 | 0.6364 |
281
- | No log | 92.0 | 460 | 0.4063 | 0.6747 | 0.4063 | 0.6374 |
282
- | No log | 92.4 | 462 | 0.4064 | 0.6747 | 0.4064 | 0.6375 |
283
- | No log | 92.8 | 464 | 0.4056 | 0.6747 | 0.4056 | 0.6368 |
284
- | No log | 93.2 | 466 | 0.4052 | 0.6747 | 0.4052 | 0.6365 |
285
- | No log | 93.6 | 468 | 0.4051 | 0.6747 | 0.4051 | 0.6365 |
286
- | No log | 94.0 | 470 | 0.4052 | 0.6747 | 0.4052 | 0.6365 |
287
- | No log | 94.4 | 472 | 0.4049 | 0.6747 | 0.4049 | 0.6363 |
288
- | No log | 94.8 | 474 | 0.4053 | 0.6747 | 0.4053 | 0.6367 |
289
- | No log | 95.2 | 476 | 0.4058 | 0.6747 | 0.4058 | 0.6370 |
290
- | No log | 95.6 | 478 | 0.4060 | 0.6747 | 0.4060 | 0.6372 |
291
- | No log | 96.0 | 480 | 0.4063 | 0.6747 | 0.4063 | 0.6374 |
292
- | No log | 96.4 | 482 | 0.4067 | 0.6747 | 0.4067 | 0.6378 |
293
- | No log | 96.8 | 484 | 0.4069 | 0.6747 | 0.4069 | 0.6379 |
294
- | No log | 97.2 | 486 | 0.4072 | 0.6747 | 0.4072 | 0.6381 |
295
- | No log | 97.6 | 488 | 0.4074 | 0.6747 | 0.4074 | 0.6383 |
296
- | No log | 98.0 | 490 | 0.4075 | 0.6747 | 0.4075 | 0.6384 |
297
- | No log | 98.4 | 492 | 0.4076 | 0.6747 | 0.4076 | 0.6384 |
298
- | No log | 98.8 | 494 | 0.4077 | 0.6747 | 0.4077 | 0.6385 |
299
- | No log | 99.2 | 496 | 0.4077 | 0.6747 | 0.4077 | 0.6385 |
300
- | No log | 99.6 | 498 | 0.4078 | 0.6747 | 0.4078 | 0.6386 |
301
- | 0.1888 | 100.0 | 500 | 0.4078 | 0.6747 | 0.4078 | 0.6386 |
 
 
 
 
 
302
 
303
 
304
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k2_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_FineTuningAraBERT_run2_AugV5_k2_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: 0.4352
19
+ - Qwk: 0.6132
20
+ - Mse: 0.4352
21
+ - Rmse: 0.6597
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.25 | 2 | 2.4023 | 0.0052 | 2.4023 | 1.5499 |
53
+ | No log | 0.5 | 4 | 1.1655 | 0.1259 | 1.1655 | 1.0796 |
54
+ | No log | 0.75 | 6 | 0.7541 | 0.1372 | 0.7541 | 0.8684 |
55
+ | No log | 1.0 | 8 | 0.7285 | 0.2319 | 0.7285 | 0.8535 |
56
+ | No log | 1.25 | 10 | 0.6985 | 0.2783 | 0.6985 | 0.8357 |
57
+ | No log | 1.5 | 12 | 0.8415 | 0.2375 | 0.8415 | 0.9173 |
58
+ | No log | 1.75 | 14 | 0.6713 | 0.3029 | 0.6713 | 0.8194 |
59
+ | No log | 2.0 | 16 | 0.6546 | 0.3690 | 0.6546 | 0.8091 |
60
+ | No log | 2.25 | 18 | 0.7346 | 0.4074 | 0.7346 | 0.8571 |
61
+ | No log | 2.5 | 20 | 0.6949 | 0.4172 | 0.6949 | 0.8336 |
62
+ | No log | 2.75 | 22 | 0.5933 | 0.4569 | 0.5933 | 0.7702 |
63
+ | No log | 3.0 | 24 | 0.5082 | 0.5046 | 0.5082 | 0.7129 |
64
+ | No log | 3.25 | 26 | 0.4662 | 0.4656 | 0.4662 | 0.6828 |
65
+ | No log | 3.5 | 28 | 0.4559 | 0.5488 | 0.4559 | 0.6752 |
66
+ | No log | 3.75 | 30 | 0.4866 | 0.6052 | 0.4866 | 0.6976 |
67
+ | No log | 4.0 | 32 | 0.5134 | 0.5950 | 0.5134 | 0.7165 |
68
+ | No log | 4.25 | 34 | 0.4695 | 0.4471 | 0.4695 | 0.6852 |
69
+ | No log | 4.5 | 36 | 0.6077 | 0.5112 | 0.6077 | 0.7795 |
70
+ | No log | 4.75 | 38 | 0.4910 | 0.5373 | 0.4910 | 0.7007 |
71
+ | No log | 5.0 | 40 | 0.4398 | 0.5939 | 0.4398 | 0.6632 |
72
+ | No log | 5.25 | 42 | 0.4167 | 0.6517 | 0.4167 | 0.6456 |
73
+ | No log | 5.5 | 44 | 0.4541 | 0.5779 | 0.4541 | 0.6738 |
74
+ | No log | 5.75 | 46 | 0.5788 | 0.5587 | 0.5788 | 0.7608 |
75
+ | No log | 6.0 | 48 | 0.8070 | 0.4464 | 0.8070 | 0.8983 |
76
+ | No log | 6.25 | 50 | 0.7189 | 0.4633 | 0.7189 | 0.8479 |
77
+ | No log | 6.5 | 52 | 0.4613 | 0.6017 | 0.4613 | 0.6792 |
78
+ | No log | 6.75 | 54 | 0.3903 | 0.6929 | 0.3903 | 0.6247 |
79
+ | No log | 7.0 | 56 | 0.4025 | 0.6598 | 0.4025 | 0.6345 |
80
+ | No log | 7.25 | 58 | 0.4032 | 0.6339 | 0.4032 | 0.6349 |
81
+ | No log | 7.5 | 60 | 0.4184 | 0.6946 | 0.4184 | 0.6468 |
82
+ | No log | 7.75 | 62 | 0.4942 | 0.6047 | 0.4942 | 0.7030 |
83
+ | No log | 8.0 | 64 | 0.4830 | 0.6114 | 0.4830 | 0.6950 |
84
+ | No log | 8.25 | 66 | 0.4558 | 0.6010 | 0.4558 | 0.6751 |
85
+ | No log | 8.5 | 68 | 0.4602 | 0.6068 | 0.4602 | 0.6784 |
86
+ | No log | 8.75 | 70 | 0.4621 | 0.5985 | 0.4621 | 0.6798 |
87
+ | No log | 9.0 | 72 | 0.4760 | 0.6514 | 0.4760 | 0.6899 |
88
+ | No log | 9.25 | 74 | 0.4554 | 0.6828 | 0.4554 | 0.6748 |
89
+ | No log | 9.5 | 76 | 0.4965 | 0.5514 | 0.4965 | 0.7046 |
90
+ | No log | 9.75 | 78 | 0.4453 | 0.6241 | 0.4453 | 0.6673 |
91
+ | No log | 10.0 | 80 | 0.4359 | 0.7012 | 0.4359 | 0.6602 |
92
+ | No log | 10.25 | 82 | 0.4308 | 0.7012 | 0.4308 | 0.6564 |
93
+ | No log | 10.5 | 84 | 0.4461 | 0.6252 | 0.4461 | 0.6679 |
94
+ | No log | 10.75 | 86 | 0.4604 | 0.5723 | 0.4604 | 0.6786 |
95
+ | No log | 11.0 | 88 | 0.4782 | 0.5723 | 0.4782 | 0.6916 |
96
+ | No log | 11.25 | 90 | 0.4452 | 0.6542 | 0.4452 | 0.6672 |
97
+ | No log | 11.5 | 92 | 0.4517 | 0.5549 | 0.4517 | 0.6721 |
98
+ | No log | 11.75 | 94 | 0.4680 | 0.5723 | 0.4680 | 0.6841 |
99
+ | No log | 12.0 | 96 | 0.4415 | 0.6078 | 0.4415 | 0.6645 |
100
+ | No log | 12.25 | 98 | 0.4280 | 0.7041 | 0.4280 | 0.6542 |
101
+ | No log | 12.5 | 100 | 0.4186 | 0.6847 | 0.4186 | 0.6470 |
102
+ | No log | 12.75 | 102 | 0.4381 | 0.6307 | 0.4381 | 0.6619 |
103
+ | No log | 13.0 | 104 | 0.4293 | 0.6484 | 0.4293 | 0.6552 |
104
+ | No log | 13.25 | 106 | 0.4267 | 0.6928 | 0.4267 | 0.6532 |
105
+ | No log | 13.5 | 108 | 0.4959 | 0.6206 | 0.4959 | 0.7042 |
106
+ | No log | 13.75 | 110 | 0.4875 | 0.6379 | 0.4875 | 0.6982 |
107
+ | No log | 14.0 | 112 | 0.4718 | 0.6547 | 0.4718 | 0.6869 |
108
+ | No log | 14.25 | 114 | 0.4790 | 0.6547 | 0.4790 | 0.6921 |
109
+ | No log | 14.5 | 116 | 0.4202 | 0.6900 | 0.4202 | 0.6483 |
110
+ | No log | 14.75 | 118 | 0.4143 | 0.6570 | 0.4143 | 0.6437 |
111
+ | No log | 15.0 | 120 | 0.4101 | 0.6639 | 0.4101 | 0.6404 |
112
+ | No log | 15.25 | 122 | 0.4147 | 0.6772 | 0.4147 | 0.6440 |
113
+ | No log | 15.5 | 124 | 0.3999 | 0.7032 | 0.3999 | 0.6324 |
114
+ | No log | 15.75 | 126 | 0.4301 | 0.6349 | 0.4301 | 0.6558 |
115
+ | No log | 16.0 | 128 | 0.5999 | 0.4617 | 0.5999 | 0.7745 |
116
+ | No log | 16.25 | 130 | 0.5035 | 0.6658 | 0.5035 | 0.7096 |
117
+ | No log | 16.5 | 132 | 0.4140 | 0.6890 | 0.4140 | 0.6435 |
118
+ | No log | 16.75 | 134 | 0.4616 | 0.6259 | 0.4616 | 0.6794 |
119
+ | No log | 17.0 | 136 | 0.4258 | 0.6552 | 0.4258 | 0.6525 |
120
+ | No log | 17.25 | 138 | 0.4281 | 0.5929 | 0.4281 | 0.6543 |
121
+ | No log | 17.5 | 140 | 0.4265 | 0.5875 | 0.4265 | 0.6531 |
122
+ | No log | 17.75 | 142 | 0.4325 | 0.5999 | 0.4325 | 0.6576 |
123
+ | No log | 18.0 | 144 | 0.4263 | 0.6068 | 0.4263 | 0.6529 |
124
+ | No log | 18.25 | 146 | 0.4761 | 0.6091 | 0.4761 | 0.6900 |
125
+ | No log | 18.5 | 148 | 0.5250 | 0.6038 | 0.5250 | 0.7246 |
126
+ | No log | 18.75 | 150 | 0.4500 | 0.6162 | 0.4500 | 0.6708 |
127
+ | No log | 19.0 | 152 | 0.4550 | 0.5657 | 0.4550 | 0.6746 |
128
+ | No log | 19.25 | 154 | 0.4499 | 0.5841 | 0.4499 | 0.6707 |
129
+ | No log | 19.5 | 156 | 0.4387 | 0.6530 | 0.4387 | 0.6623 |
130
+ | No log | 19.75 | 158 | 0.4610 | 0.6309 | 0.4610 | 0.6790 |
131
+ | No log | 20.0 | 160 | 0.4242 | 0.6448 | 0.4242 | 0.6513 |
132
+ | No log | 20.25 | 162 | 0.4733 | 0.5384 | 0.4733 | 0.6879 |
133
+ | No log | 20.5 | 164 | 0.5117 | 0.4969 | 0.5117 | 0.7154 |
134
+ | No log | 20.75 | 166 | 0.4441 | 0.6047 | 0.4441 | 0.6664 |
135
+ | No log | 21.0 | 168 | 0.4198 | 0.6344 | 0.4198 | 0.6479 |
136
+ | No log | 21.25 | 170 | 0.4222 | 0.6389 | 0.4222 | 0.6498 |
137
+ | No log | 21.5 | 172 | 0.4226 | 0.6125 | 0.4226 | 0.6501 |
138
+ | No log | 21.75 | 174 | 0.4213 | 0.6125 | 0.4213 | 0.6490 |
139
+ | No log | 22.0 | 176 | 0.4237 | 0.6125 | 0.4237 | 0.6509 |
140
+ | No log | 22.25 | 178 | 0.4467 | 0.5999 | 0.4467 | 0.6683 |
141
+ | No log | 22.5 | 180 | 0.4398 | 0.5985 | 0.4398 | 0.6632 |
142
+ | No log | 22.75 | 182 | 0.4332 | 0.5765 | 0.4332 | 0.6582 |
143
+ | No log | 23.0 | 184 | 0.4306 | 0.5831 | 0.4306 | 0.6562 |
144
+ | No log | 23.25 | 186 | 0.4306 | 0.5831 | 0.4306 | 0.6562 |
145
+ | No log | 23.5 | 188 | 0.4300 | 0.6448 | 0.4300 | 0.6558 |
146
+ | No log | 23.75 | 190 | 0.4559 | 0.5765 | 0.4559 | 0.6752 |
147
+ | No log | 24.0 | 192 | 0.4698 | 0.5779 | 0.4698 | 0.6855 |
148
+ | No log | 24.25 | 194 | 0.4195 | 0.6567 | 0.4195 | 0.6477 |
149
+ | No log | 24.5 | 196 | 0.4269 | 0.6919 | 0.4269 | 0.6534 |
150
+ | No log | 24.75 | 198 | 0.4420 | 0.6381 | 0.4420 | 0.6648 |
151
+ | No log | 25.0 | 200 | 0.4068 | 0.6747 | 0.4068 | 0.6378 |
152
+ | No log | 25.25 | 202 | 0.4562 | 0.6457 | 0.4562 | 0.6754 |
153
+ | No log | 25.5 | 204 | 0.5250 | 0.6042 | 0.5250 | 0.7245 |
154
+ | No log | 25.75 | 206 | 0.4513 | 0.6445 | 0.4513 | 0.6718 |
155
+ | No log | 26.0 | 208 | 0.4405 | 0.7025 | 0.4405 | 0.6637 |
156
+ | No log | 26.25 | 210 | 0.5498 | 0.6275 | 0.5498 | 0.7415 |
157
+ | No log | 26.5 | 212 | 0.5134 | 0.6200 | 0.5134 | 0.7165 |
158
+ | No log | 26.75 | 214 | 0.4229 | 0.6388 | 0.4229 | 0.6503 |
159
+ | No log | 27.0 | 216 | 0.4346 | 0.6419 | 0.4346 | 0.6592 |
160
+ | No log | 27.25 | 218 | 0.4205 | 0.6101 | 0.4205 | 0.6485 |
161
+ | No log | 27.5 | 220 | 0.4118 | 0.6357 | 0.4118 | 0.6417 |
162
+ | No log | 27.75 | 222 | 0.4378 | 0.6518 | 0.4378 | 0.6617 |
163
+ | No log | 28.0 | 224 | 0.4250 | 0.6431 | 0.4250 | 0.6519 |
164
+ | No log | 28.25 | 226 | 0.4136 | 0.5890 | 0.4136 | 0.6431 |
165
+ | No log | 28.5 | 228 | 0.4245 | 0.6305 | 0.4245 | 0.6515 |
166
+ | No log | 28.75 | 230 | 0.4131 | 0.6448 | 0.4131 | 0.6427 |
167
+ | No log | 29.0 | 232 | 0.4334 | 0.6809 | 0.4334 | 0.6583 |
168
+ | No log | 29.25 | 234 | 0.4306 | 0.6503 | 0.4306 | 0.6562 |
169
+ | No log | 29.5 | 236 | 0.4177 | 0.6448 | 0.4177 | 0.6463 |
170
+ | No log | 29.75 | 238 | 0.4224 | 0.6448 | 0.4224 | 0.6499 |
171
+ | No log | 30.0 | 240 | 0.4304 | 0.6068 | 0.4304 | 0.6560 |
172
+ | No log | 30.25 | 242 | 0.4300 | 0.5555 | 0.4300 | 0.6558 |
173
+ | No log | 30.5 | 244 | 0.4118 | 0.6154 | 0.4118 | 0.6417 |
174
+ | No log | 30.75 | 246 | 0.4114 | 0.6832 | 0.4114 | 0.6414 |
175
+ | No log | 31.0 | 248 | 0.4104 | 0.7055 | 0.4104 | 0.6406 |
176
+ | No log | 31.25 | 250 | 0.4232 | 0.6154 | 0.4232 | 0.6505 |
177
+ | No log | 31.5 | 252 | 0.4238 | 0.6370 | 0.4238 | 0.6510 |
178
+ | No log | 31.75 | 254 | 0.4069 | 0.6843 | 0.4069 | 0.6379 |
179
+ | No log | 32.0 | 256 | 0.4122 | 0.6611 | 0.4122 | 0.6421 |
180
+ | No log | 32.25 | 258 | 0.4061 | 0.6344 | 0.4061 | 0.6373 |
181
+ | No log | 32.5 | 260 | 0.4093 | 0.6344 | 0.4093 | 0.6398 |
182
+ | No log | 32.75 | 262 | 0.4081 | 0.6448 | 0.4081 | 0.6389 |
183
+ | No log | 33.0 | 264 | 0.4130 | 0.6542 | 0.4130 | 0.6427 |
184
+ | No log | 33.25 | 266 | 0.4134 | 0.6542 | 0.4134 | 0.6429 |
185
+ | No log | 33.5 | 268 | 0.4097 | 0.6448 | 0.4097 | 0.6401 |
186
+ | No log | 33.75 | 270 | 0.4173 | 0.6243 | 0.4173 | 0.6460 |
187
+ | No log | 34.0 | 272 | 0.4377 | 0.5208 | 0.4377 | 0.6616 |
188
+ | No log | 34.25 | 274 | 0.4245 | 0.6032 | 0.4245 | 0.6516 |
189
+ | No log | 34.5 | 276 | 0.4351 | 0.5899 | 0.4351 | 0.6597 |
190
+ | No log | 34.75 | 278 | 0.4475 | 0.6032 | 0.4475 | 0.6690 |
191
+ | No log | 35.0 | 280 | 0.4400 | 0.6241 | 0.4400 | 0.6633 |
192
+ | No log | 35.25 | 282 | 0.4339 | 0.6553 | 0.4339 | 0.6587 |
193
+ | No log | 35.5 | 284 | 0.4344 | 0.6289 | 0.4344 | 0.6591 |
194
+ | No log | 35.75 | 286 | 0.4354 | 0.6105 | 0.4354 | 0.6599 |
195
+ | No log | 36.0 | 288 | 0.4335 | 0.6154 | 0.4335 | 0.6584 |
196
+ | No log | 36.25 | 290 | 0.4489 | 0.6446 | 0.4489 | 0.6700 |
197
+ | No log | 36.5 | 292 | 0.4909 | 0.5944 | 0.4909 | 0.7006 |
198
+ | No log | 36.75 | 294 | 0.4658 | 0.5859 | 0.4658 | 0.6825 |
199
+ | No log | 37.0 | 296 | 0.4247 | 0.6357 | 0.4247 | 0.6517 |
200
+ | No log | 37.25 | 298 | 0.4252 | 0.6770 | 0.4252 | 0.6521 |
201
+ | No log | 37.5 | 300 | 0.4181 | 0.6357 | 0.4181 | 0.6466 |
202
+ | No log | 37.75 | 302 | 0.4199 | 0.6344 | 0.4199 | 0.6480 |
203
+ | No log | 38.0 | 304 | 0.4211 | 0.6435 | 0.4211 | 0.6490 |
204
+ | No log | 38.25 | 306 | 0.4346 | 0.6293 | 0.4346 | 0.6592 |
205
+ | No log | 38.5 | 308 | 0.4235 | 0.6215 | 0.4235 | 0.6508 |
206
+ | No log | 38.75 | 310 | 0.4264 | 0.5986 | 0.4264 | 0.6530 |
207
+ | No log | 39.0 | 312 | 0.4368 | 0.5836 | 0.4368 | 0.6609 |
208
+ | No log | 39.25 | 314 | 0.4633 | 0.5715 | 0.4633 | 0.6807 |
209
+ | No log | 39.5 | 316 | 0.4949 | 0.5802 | 0.4949 | 0.7035 |
210
+ | No log | 39.75 | 318 | 0.4754 | 0.5955 | 0.4754 | 0.6895 |
211
+ | No log | 40.0 | 320 | 0.4618 | 0.5693 | 0.4618 | 0.6796 |
212
+ | No log | 40.25 | 322 | 0.4533 | 0.5693 | 0.4533 | 0.6733 |
213
+ | No log | 40.5 | 324 | 0.4483 | 0.5693 | 0.4483 | 0.6696 |
214
+ | No log | 40.75 | 326 | 0.4428 | 0.5587 | 0.4428 | 0.6654 |
215
+ | No log | 41.0 | 328 | 0.4310 | 0.5836 | 0.4310 | 0.6565 |
216
+ | No log | 41.25 | 330 | 0.4209 | 0.5749 | 0.4209 | 0.6488 |
217
+ | No log | 41.5 | 332 | 0.4207 | 0.5749 | 0.4207 | 0.6486 |
218
+ | No log | 41.75 | 334 | 0.4378 | 0.6602 | 0.4378 | 0.6617 |
219
+ | No log | 42.0 | 336 | 0.4589 | 0.5939 | 0.4589 | 0.6774 |
220
+ | No log | 42.25 | 338 | 0.4726 | 0.5939 | 0.4726 | 0.6875 |
221
+ | No log | 42.5 | 340 | 0.4620 | 0.5939 | 0.4620 | 0.6797 |
222
+ | No log | 42.75 | 342 | 0.4261 | 0.6111 | 0.4261 | 0.6528 |
223
+ | No log | 43.0 | 344 | 0.4149 | 0.6542 | 0.4149 | 0.6442 |
224
+ | No log | 43.25 | 346 | 0.4128 | 0.6542 | 0.4128 | 0.6425 |
225
+ | No log | 43.5 | 348 | 0.4161 | 0.6830 | 0.4161 | 0.6451 |
226
+ | No log | 43.75 | 350 | 0.4240 | 0.6818 | 0.4240 | 0.6511 |
227
+ | No log | 44.0 | 352 | 0.4307 | 0.6627 | 0.4307 | 0.6563 |
228
+ | No log | 44.25 | 354 | 0.4357 | 0.6627 | 0.4357 | 0.6600 |
229
+ | No log | 44.5 | 356 | 0.4334 | 0.6542 | 0.4334 | 0.6583 |
230
+ | No log | 44.75 | 358 | 0.4296 | 0.6344 | 0.4296 | 0.6554 |
231
+ | No log | 45.0 | 360 | 0.4345 | 0.6096 | 0.4345 | 0.6592 |
232
+ | No log | 45.25 | 362 | 0.4430 | 0.6395 | 0.4430 | 0.6656 |
233
+ | No log | 45.5 | 364 | 0.4426 | 0.6395 | 0.4426 | 0.6653 |
234
+ | No log | 45.75 | 366 | 0.4290 | 0.6344 | 0.4290 | 0.6549 |
235
+ | No log | 46.0 | 368 | 0.4280 | 0.6243 | 0.4280 | 0.6542 |
236
+ | No log | 46.25 | 370 | 0.4249 | 0.6448 | 0.4249 | 0.6518 |
237
+ | No log | 46.5 | 372 | 0.4231 | 0.6448 | 0.4231 | 0.6505 |
238
+ | No log | 46.75 | 374 | 0.4246 | 0.6154 | 0.4246 | 0.6516 |
239
+ | No log | 47.0 | 376 | 0.4255 | 0.6489 | 0.4255 | 0.6523 |
240
+ | No log | 47.25 | 378 | 0.4195 | 0.6448 | 0.4195 | 0.6477 |
241
+ | No log | 47.5 | 380 | 0.4281 | 0.5883 | 0.4281 | 0.6543 |
242
+ | No log | 47.75 | 382 | 0.4340 | 0.5970 | 0.4340 | 0.6588 |
243
+ | No log | 48.0 | 384 | 0.4241 | 0.6001 | 0.4241 | 0.6512 |
244
+ | No log | 48.25 | 386 | 0.4213 | 0.6448 | 0.4213 | 0.6491 |
245
+ | No log | 48.5 | 388 | 0.4204 | 0.6229 | 0.4204 | 0.6484 |
246
+ | No log | 48.75 | 390 | 0.4198 | 0.6229 | 0.4198 | 0.6479 |
247
+ | No log | 49.0 | 392 | 0.4251 | 0.6370 | 0.4251 | 0.6520 |
248
+ | No log | 49.25 | 394 | 0.4347 | 0.6127 | 0.4347 | 0.6593 |
249
+ | No log | 49.5 | 396 | 0.4502 | 0.6260 | 0.4502 | 0.6710 |
250
+ | No log | 49.75 | 398 | 0.4312 | 0.6370 | 0.4312 | 0.6567 |
251
+ | No log | 50.0 | 400 | 0.4326 | 0.6240 | 0.4326 | 0.6577 |
252
+ | No log | 50.25 | 402 | 0.4485 | 0.5947 | 0.4485 | 0.6697 |
253
+ | No log | 50.5 | 404 | 0.4378 | 0.5631 | 0.4378 | 0.6616 |
254
+ | No log | 50.75 | 406 | 0.4292 | 0.5550 | 0.4292 | 0.6552 |
255
+ | No log | 51.0 | 408 | 0.4166 | 0.6111 | 0.4166 | 0.6454 |
256
+ | No log | 51.25 | 410 | 0.4168 | 0.6111 | 0.4168 | 0.6456 |
257
+ | No log | 51.5 | 412 | 0.4217 | 0.5550 | 0.4217 | 0.6494 |
258
+ | No log | 51.75 | 414 | 0.4245 | 0.6241 | 0.4245 | 0.6515 |
259
+ | No log | 52.0 | 416 | 0.4365 | 0.6518 | 0.4365 | 0.6607 |
260
+ | No log | 52.25 | 418 | 0.4304 | 0.6252 | 0.4304 | 0.6561 |
261
+ | No log | 52.5 | 420 | 0.4290 | 0.6678 | 0.4290 | 0.6550 |
262
+ | No log | 52.75 | 422 | 0.4385 | 0.6601 | 0.4385 | 0.6622 |
263
+ | No log | 53.0 | 424 | 0.4374 | 0.6601 | 0.4374 | 0.6614 |
264
+ | No log | 53.25 | 426 | 0.4276 | 0.6370 | 0.4276 | 0.6539 |
265
+ | No log | 53.5 | 428 | 0.4336 | 0.5883 | 0.4336 | 0.6585 |
266
+ | No log | 53.75 | 430 | 0.4437 | 0.5631 | 0.4437 | 0.6661 |
267
+ | No log | 54.0 | 432 | 0.4411 | 0.5897 | 0.4411 | 0.6642 |
268
+ | No log | 54.25 | 434 | 0.4297 | 0.5883 | 0.4297 | 0.6555 |
269
+ | No log | 54.5 | 436 | 0.4288 | 0.6282 | 0.4288 | 0.6548 |
270
+ | No log | 54.75 | 438 | 0.4365 | 0.6601 | 0.4365 | 0.6607 |
271
+ | No log | 55.0 | 440 | 0.4310 | 0.6601 | 0.4310 | 0.6565 |
272
+ | No log | 55.25 | 442 | 0.4246 | 0.6542 | 0.4246 | 0.6516 |
273
+ | No log | 55.5 | 444 | 0.4390 | 0.6321 | 0.4390 | 0.6625 |
274
+ | No log | 55.75 | 446 | 0.4444 | 0.6321 | 0.4444 | 0.6666 |
275
+ | No log | 56.0 | 448 | 0.4368 | 0.6313 | 0.4368 | 0.6609 |
276
+ | No log | 56.25 | 450 | 0.4242 | 0.6632 | 0.4242 | 0.6513 |
277
+ | No log | 56.5 | 452 | 0.4239 | 0.6242 | 0.4239 | 0.6511 |
278
+ | No log | 56.75 | 454 | 0.4261 | 0.5831 | 0.4261 | 0.6528 |
279
+ | No log | 57.0 | 456 | 0.4248 | 0.6214 | 0.4248 | 0.6518 |
280
+ | No log | 57.25 | 458 | 0.4347 | 0.6401 | 0.4347 | 0.6593 |
281
+ | No log | 57.5 | 460 | 0.4594 | 0.6388 | 0.4594 | 0.6778 |
282
+ | No log | 57.75 | 462 | 0.4710 | 0.6399 | 0.4710 | 0.6863 |
283
+ | No log | 58.0 | 464 | 0.4591 | 0.6388 | 0.4591 | 0.6775 |
284
+ | No log | 58.25 | 466 | 0.4352 | 0.6401 | 0.4352 | 0.6597 |
285
+ | No log | 58.5 | 468 | 0.4237 | 0.6111 | 0.4237 | 0.6510 |
286
+ | No log | 58.75 | 470 | 0.4304 | 0.6101 | 0.4304 | 0.6561 |
287
+ | No log | 59.0 | 472 | 0.4409 | 0.6330 | 0.4409 | 0.6640 |
288
+ | No log | 59.25 | 474 | 0.4321 | 0.5781 | 0.4321 | 0.6574 |
289
+ | No log | 59.5 | 476 | 0.4213 | 0.6024 | 0.4213 | 0.6491 |
290
+ | No log | 59.75 | 478 | 0.4270 | 0.5550 | 0.4270 | 0.6535 |
291
+ | No log | 60.0 | 480 | 0.4382 | 0.6492 | 0.4382 | 0.6620 |
292
+ | No log | 60.25 | 482 | 0.4518 | 0.6388 | 0.4518 | 0.6722 |
293
+ | No log | 60.5 | 484 | 0.4583 | 0.6173 | 0.4583 | 0.6770 |
294
+ | No log | 60.75 | 486 | 0.4425 | 0.5980 | 0.4425 | 0.6652 |
295
+ | No log | 61.0 | 488 | 0.4300 | 0.6303 | 0.4300 | 0.6558 |
296
+ | No log | 61.25 | 490 | 0.4195 | 0.6330 | 0.4195 | 0.6477 |
297
+ | No log | 61.5 | 492 | 0.4219 | 0.6068 | 0.4219 | 0.6495 |
298
+ | No log | 61.75 | 494 | 0.4225 | 0.6068 | 0.4225 | 0.6500 |
299
+ | No log | 62.0 | 496 | 0.4186 | 0.6377 | 0.4186 | 0.6470 |
300
+ | No log | 62.25 | 498 | 0.4158 | 0.6830 | 0.4158 | 0.6449 |
301
+ | 0.1924 | 62.5 | 500 | 0.4253 | 0.6517 | 0.4253 | 0.6521 |
302
+ | 0.1924 | 62.75 | 502 | 0.4523 | 0.6388 | 0.4523 | 0.6725 |
303
+ | 0.1924 | 63.0 | 504 | 0.4734 | 0.5802 | 0.4734 | 0.6880 |
304
+ | 0.1924 | 63.25 | 506 | 0.4719 | 0.5802 | 0.4719 | 0.6870 |
305
+ | 0.1924 | 63.5 | 508 | 0.4543 | 0.5980 | 0.4543 | 0.6740 |
306
+ | 0.1924 | 63.75 | 510 | 0.4352 | 0.6132 | 0.4352 | 0.6597 |
307
 
308
 
309
  ### Framework versions