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Arabic_FineTuningAraBERT_AugV0_k4_task1_organization_fold0

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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: Arabic_FineTuningAraBERT_AugV0_k3_task1_organization_fold1
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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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- # Arabic_FineTuningAraBERT_AugV0_k3_task1_organization_fold1
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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: 0.5252
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- - Qwk: 0.6831
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- - Mse: 0.5252
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- - Rmse: 0.7247
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  ## Model description
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@@ -49,136 +49,176 @@ 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 | 0.0769 | 2 | 4.7414 | 0.0094 | 4.7414 | 2.1775 |
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- | No log | 0.1538 | 4 | 3.6945 | -0.0630 | 3.6945 | 1.9221 |
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- | No log | 0.2308 | 6 | 2.0868 | 0.0401 | 2.0868 | 1.4446 |
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- | No log | 0.3077 | 8 | 1.2520 | 0.3077 | 1.2520 | 1.1189 |
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- | No log | 0.3846 | 10 | 1.1637 | 0.4815 | 1.1637 | 1.0788 |
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- | No log | 0.4615 | 12 | 0.7045 | 0.3000 | 0.7045 | 0.8393 |
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- | No log | 0.5385 | 14 | 0.8215 | 0.3568 | 0.8215 | 0.9064 |
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- | No log | 0.6154 | 16 | 0.8136 | 0.1529 | 0.8136 | 0.9020 |
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- | No log | 0.6923 | 18 | 0.6856 | 0.25 | 0.6856 | 0.8280 |
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- | No log | 0.7692 | 20 | 0.5752 | 0.5969 | 0.5752 | 0.7584 |
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- | No log | 0.8462 | 22 | 0.5351 | 0.4615 | 0.5351 | 0.7315 |
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- | No log | 0.9231 | 24 | 0.5808 | 0.5532 | 0.5808 | 0.7621 |
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- | No log | 1.0 | 26 | 0.4474 | 0.58 | 0.4474 | 0.6689 |
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- | No log | 1.0769 | 28 | 0.4311 | 0.7107 | 0.4311 | 0.6566 |
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- | No log | 1.1538 | 30 | 0.4061 | 0.6778 | 0.4061 | 0.6372 |
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- | No log | 1.2308 | 32 | 0.4149 | 0.7529 | 0.4149 | 0.6441 |
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- | No log | 1.3077 | 34 | 0.3937 | 0.7529 | 0.3937 | 0.6274 |
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- | No log | 1.3846 | 36 | 0.3913 | 0.6131 | 0.3913 | 0.6256 |
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- | No log | 1.4615 | 38 | 0.3740 | 0.6244 | 0.3740 | 0.6116 |
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- | No log | 1.5385 | 40 | 0.3548 | 0.6392 | 0.3548 | 0.5956 |
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- | No log | 1.6154 | 42 | 0.3783 | 0.5926 | 0.3783 | 0.6151 |
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- | No log | 1.6923 | 44 | 0.3637 | 0.6419 | 0.3637 | 0.6030 |
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- | No log | 1.7692 | 46 | 0.3745 | 0.6903 | 0.3745 | 0.6120 |
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- | No log | 1.8462 | 48 | 0.3518 | 0.6547 | 0.3518 | 0.5932 |
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- | No log | 1.9231 | 50 | 0.3771 | 0.6351 | 0.3771 | 0.6141 |
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- | No log | 2.0 | 52 | 0.4806 | 0.5532 | 0.4806 | 0.6933 |
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- | No log | 2.0769 | 54 | 0.4787 | 0.6 | 0.4787 | 0.6919 |
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- | No log | 2.1538 | 56 | 0.4871 | 0.6379 | 0.4871 | 0.6979 |
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- | No log | 2.2308 | 58 | 0.4494 | 0.75 | 0.4494 | 0.6704 |
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- | No log | 2.3077 | 60 | 0.3479 | 0.7879 | 0.3479 | 0.5898 |
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- | No log | 2.3846 | 62 | 0.3272 | 0.7812 | 0.3272 | 0.5720 |
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- | No log | 2.4615 | 64 | 0.3431 | 0.7107 | 0.3431 | 0.5857 |
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- | No log | 2.5385 | 66 | 0.3516 | 0.7107 | 0.3516 | 0.5930 |
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- | No log | 2.6154 | 68 | 0.3634 | 0.7510 | 0.3634 | 0.6028 |
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- | No log | 2.6923 | 70 | 0.4125 | 0.7879 | 0.4125 | 0.6422 |
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- | No log | 2.7692 | 72 | 0.4621 | 0.7138 | 0.4621 | 0.6798 |
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- | No log | 2.8462 | 74 | 0.4865 | 0.6883 | 0.4865 | 0.6975 |
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- | No log | 2.9231 | 76 | 0.4840 | 0.6883 | 0.4840 | 0.6957 |
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- | No log | 3.0 | 78 | 0.4795 | 0.7138 | 0.4795 | 0.6925 |
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- | No log | 3.0769 | 80 | 0.4424 | 0.7287 | 0.4424 | 0.6651 |
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- | No log | 3.1538 | 82 | 0.5221 | 0.7445 | 0.5221 | 0.7226 |
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- | No log | 3.2308 | 84 | 0.5390 | 0.7445 | 0.5390 | 0.7342 |
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- | No log | 3.3077 | 86 | 0.5405 | 0.7605 | 0.5405 | 0.7352 |
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- | No log | 3.3846 | 88 | 0.4075 | 0.6912 | 0.4075 | 0.6384 |
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- | No log | 3.4615 | 90 | 0.3764 | 0.72 | 0.3764 | 0.6135 |
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- | No log | 3.5385 | 92 | 0.3895 | 0.6695 | 0.3895 | 0.6241 |
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- | No log | 3.6154 | 94 | 0.4357 | 0.6957 | 0.4357 | 0.6601 |
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- | No log | 3.6923 | 96 | 0.4902 | 0.6957 | 0.4902 | 0.7001 |
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- | No log | 3.7692 | 98 | 0.5830 | 0.6723 | 0.5830 | 0.7636 |
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- | No log | 3.8462 | 100 | 0.6878 | 0.5817 | 0.6878 | 0.8293 |
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- | No log | 3.9231 | 102 | 0.7044 | 0.5817 | 0.7044 | 0.8393 |
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- | No log | 4.0 | 104 | 0.5744 | 0.6585 | 0.5744 | 0.7579 |
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- | No log | 4.0769 | 106 | 0.4264 | 0.6805 | 0.4264 | 0.6530 |
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- | No log | 4.1538 | 108 | 0.3291 | 0.6778 | 0.3291 | 0.5737 |
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- | No log | 4.2308 | 110 | 0.3221 | 0.8108 | 0.3221 | 0.5675 |
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- | No log | 4.3077 | 112 | 0.3157 | 0.8158 | 0.3157 | 0.5618 |
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- | No log | 4.3846 | 114 | 0.3478 | 0.7756 | 0.3478 | 0.5898 |
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- | No log | 4.4615 | 116 | 0.4313 | 0.7729 | 0.4313 | 0.6567 |
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- | No log | 4.5385 | 118 | 0.6079 | 0.6975 | 0.6079 | 0.7797 |
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- | No log | 4.6154 | 120 | 0.6892 | 0.6478 | 0.6892 | 0.8302 |
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- | No log | 4.6923 | 122 | 0.6545 | 0.6416 | 0.6545 | 0.8090 |
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- | No log | 4.7692 | 124 | 0.5929 | 0.6693 | 0.5929 | 0.7700 |
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- | No log | 4.8462 | 126 | 0.4709 | 0.7308 | 0.4709 | 0.6862 |
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- | No log | 4.9231 | 128 | 0.4206 | 0.7072 | 0.4206 | 0.6486 |
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- | No log | 5.0 | 130 | 0.4094 | 0.7470 | 0.4094 | 0.6398 |
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- | No log | 5.0769 | 132 | 0.4158 | 0.7470 | 0.4158 | 0.6448 |
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- | No log | 5.1538 | 134 | 0.4594 | 0.6831 | 0.4594 | 0.6778 |
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- | No log | 5.2308 | 136 | 0.4854 | 0.6693 | 0.4854 | 0.6967 |
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- | No log | 5.3077 | 138 | 0.4632 | 0.6983 | 0.4632 | 0.6806 |
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- | No log | 5.3846 | 140 | 0.4226 | 0.6983 | 0.4226 | 0.6501 |
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- | No log | 5.4615 | 142 | 0.3758 | 0.6875 | 0.3758 | 0.6130 |
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- | No log | 5.5385 | 144 | 0.3668 | 0.6957 | 0.3668 | 0.6056 |
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- | No log | 5.6154 | 146 | 0.3792 | 0.6805 | 0.3792 | 0.6158 |
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- | No log | 5.6923 | 148 | 0.4151 | 0.6983 | 0.4151 | 0.6443 |
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- | No log | 5.7692 | 150 | 0.4178 | 0.7605 | 0.4178 | 0.6464 |
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- | No log | 5.8462 | 152 | 0.3982 | 0.7552 | 0.3982 | 0.6310 |
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- | No log | 5.9231 | 154 | 0.3888 | 0.7390 | 0.3888 | 0.6235 |
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- | No log | 6.0 | 156 | 0.3649 | 0.8 | 0.3649 | 0.6041 |
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- | No log | 6.0769 | 158 | 0.3891 | 0.7853 | 0.3891 | 0.6237 |
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- | No log | 6.1538 | 160 | 0.3996 | 0.7853 | 0.3996 | 0.6321 |
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- | No log | 6.2308 | 162 | 0.4432 | 0.7552 | 0.4432 | 0.6657 |
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- | No log | 6.3077 | 164 | 0.5074 | 0.6934 | 0.5074 | 0.7123 |
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- | No log | 6.3846 | 166 | 0.5805 | 0.6038 | 0.5805 | 0.7619 |
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- | No log | 6.4615 | 168 | 0.6236 | 0.6038 | 0.6236 | 0.7897 |
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- | No log | 6.5385 | 170 | 0.5972 | 0.6038 | 0.5972 | 0.7728 |
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- | No log | 6.6154 | 172 | 0.5400 | 0.6459 | 0.5400 | 0.7348 |
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- | No log | 6.6923 | 174 | 0.4601 | 0.6805 | 0.4601 | 0.6783 |
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- | No log | 6.7692 | 176 | 0.4254 | 0.6805 | 0.4254 | 0.6523 |
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- | No log | 6.8462 | 178 | 0.4306 | 0.6805 | 0.4306 | 0.6562 |
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- | No log | 6.9231 | 180 | 0.4642 | 0.6908 | 0.4642 | 0.6813 |
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- | No log | 7.0 | 182 | 0.4626 | 0.7298 | 0.4626 | 0.6802 |
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- | No log | 7.0769 | 184 | 0.5103 | 0.7298 | 0.5103 | 0.7144 |
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- | No log | 7.1538 | 186 | 0.5553 | 0.6729 | 0.5553 | 0.7452 |
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- | No log | 7.2308 | 188 | 0.5391 | 0.6729 | 0.5391 | 0.7343 |
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- | No log | 7.3077 | 190 | 0.4822 | 0.7298 | 0.4822 | 0.6944 |
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- | No log | 7.3846 | 192 | 0.4320 | 0.7308 | 0.4320 | 0.6573 |
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- | No log | 7.4615 | 194 | 0.4199 | 0.7059 | 0.4199 | 0.6480 |
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- | No log | 7.5385 | 196 | 0.4131 | 0.6805 | 0.4131 | 0.6427 |
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- | No log | 7.6154 | 198 | 0.4304 | 0.6805 | 0.4304 | 0.6560 |
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- | No log | 7.6923 | 200 | 0.4307 | 0.6805 | 0.4307 | 0.6563 |
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- | No log | 7.7692 | 202 | 0.4450 | 0.6805 | 0.4450 | 0.6671 |
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- | No log | 7.8462 | 204 | 0.4610 | 0.6667 | 0.4610 | 0.6790 |
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- | No log | 7.9231 | 206 | 0.4839 | 0.6667 | 0.4839 | 0.6956 |
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- | No log | 8.0 | 208 | 0.5376 | 0.6693 | 0.5376 | 0.7332 |
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- | No log | 8.0769 | 210 | 0.5565 | 0.6693 | 0.5565 | 0.7460 |
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- | No log | 8.1538 | 212 | 0.5628 | 0.6693 | 0.5628 | 0.7502 |
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- | No log | 8.2308 | 214 | 0.5518 | 0.6693 | 0.5518 | 0.7428 |
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- | No log | 8.3077 | 216 | 0.5127 | 0.7154 | 0.5127 | 0.7160 |
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- | No log | 8.3846 | 218 | 0.4803 | 0.6715 | 0.4803 | 0.6930 |
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- | No log | 8.4615 | 220 | 0.4713 | 0.6715 | 0.4713 | 0.6865 |
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- | No log | 8.5385 | 222 | 0.4447 | 0.7279 | 0.4447 | 0.6669 |
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- | No log | 8.6154 | 224 | 0.4316 | 0.7279 | 0.4316 | 0.6569 |
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- | No log | 8.6923 | 226 | 0.4265 | 0.7287 | 0.4265 | 0.6530 |
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- | No log | 8.7692 | 228 | 0.4349 | 0.6805 | 0.4349 | 0.6595 |
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- | No log | 8.8462 | 230 | 0.4617 | 0.6715 | 0.4617 | 0.6795 |
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- | No log | 8.9231 | 232 | 0.4827 | 0.7159 | 0.4827 | 0.6948 |
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- | No log | 9.0 | 234 | 0.5241 | 0.6416 | 0.5241 | 0.7239 |
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- | No log | 9.0769 | 236 | 0.5699 | 0.6316 | 0.5699 | 0.7549 |
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- | No log | 9.1538 | 238 | 0.5924 | 0.6316 | 0.5924 | 0.7697 |
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- | No log | 9.2308 | 240 | 0.5938 | 0.6316 | 0.5938 | 0.7706 |
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- | No log | 9.3077 | 242 | 0.5819 | 0.6316 | 0.5819 | 0.7628 |
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- | No log | 9.3846 | 244 | 0.5639 | 0.6316 | 0.5639 | 0.7510 |
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- | No log | 9.4615 | 246 | 0.5558 | 0.6316 | 0.5558 | 0.7455 |
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- | No log | 9.5385 | 248 | 0.5487 | 0.6316 | 0.5487 | 0.7407 |
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- | No log | 9.6154 | 250 | 0.5415 | 0.6693 | 0.5415 | 0.7358 |
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- | No log | 9.6923 | 252 | 0.5343 | 0.6831 | 0.5343 | 0.7309 |
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- | No log | 9.7692 | 254 | 0.5288 | 0.6831 | 0.5288 | 0.7272 |
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- | No log | 9.8462 | 256 | 0.5262 | 0.6831 | 0.5262 | 0.7254 |
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- | No log | 9.9231 | 258 | 0.5255 | 0.6831 | 0.5255 | 0.7249 |
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- | No log | 10.0 | 260 | 0.5252 | 0.6831 | 0.5252 | 0.7247 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions
 
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  tags:
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  - generated_from_trainer
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  model-index:
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+ - name: Arabic_FineTuningAraBERT_AugV0_k4_task1_organization_fold0
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  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
+ # Arabic_FineTuningAraBERT_AugV0_k4_task1_organization_fold0
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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: 0.8154
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+ - Qwk: 0.6008
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+ - Mse: 0.8154
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+ - Rmse: 0.9030
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
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+ | No log | 0.0588 | 2 | 5.0129 | -0.0516 | 5.0129 | 2.2389 |
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+ | No log | 0.1176 | 4 | 2.8173 | 0.1872 | 2.8173 | 1.6785 |
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+ | No log | 0.1765 | 6 | 2.2136 | -0.0383 | 2.2136 | 1.4878 |
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+ | No log | 0.2353 | 8 | 1.5361 | 0.0443 | 1.5361 | 1.2394 |
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+ | No log | 0.2941 | 10 | 1.2092 | 0.1621 | 1.2092 | 1.0996 |
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+ | No log | 0.3529 | 12 | 1.4958 | 0.1075 | 1.4958 | 1.2230 |
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+ | No log | 0.4118 | 14 | 1.5388 | 0.1119 | 1.5388 | 1.2405 |
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+ | No log | 0.4706 | 16 | 1.5160 | 0.0372 | 1.5160 | 1.2313 |
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+ | No log | 0.5294 | 18 | 1.4444 | 0.2145 | 1.4444 | 1.2018 |
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+ | No log | 0.5882 | 20 | 1.4664 | 0.1075 | 1.4664 | 1.2109 |
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+ | No log | 0.6471 | 22 | 1.5163 | 0.1075 | 1.5163 | 1.2314 |
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+ | No log | 0.7059 | 24 | 1.5229 | 0.0801 | 1.5229 | 1.2341 |
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+ | No log | 0.7647 | 26 | 1.6039 | 0.0 | 1.6039 | 1.2664 |
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+ | No log | 0.8235 | 28 | 1.5753 | 0.0 | 1.5753 | 1.2551 |
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+ | No log | 0.8824 | 30 | 1.4861 | 0.1075 | 1.4861 | 1.2191 |
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+ | No log | 0.9412 | 32 | 1.4937 | 0.1075 | 1.4937 | 1.2222 |
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+ | No log | 1.0 | 34 | 1.4969 | 0.2145 | 1.4969 | 1.2235 |
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+ | No log | 1.0588 | 36 | 1.4441 | 0.2145 | 1.4441 | 1.2017 |
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+ | No log | 1.1176 | 38 | 1.4261 | 0.2793 | 1.4261 | 1.1942 |
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+ | No log | 1.1765 | 40 | 1.2291 | 0.5049 | 1.2291 | 1.1087 |
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+ | No log | 1.2353 | 42 | 1.2232 | 0.4489 | 1.2232 | 1.1060 |
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+ | No log | 1.2941 | 44 | 1.3270 | 0.4129 | 1.3270 | 1.1519 |
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+ | No log | 1.3529 | 46 | 1.7030 | 0.3548 | 1.7030 | 1.3050 |
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+ | No log | 1.4118 | 48 | 1.8269 | 0.2278 | 1.8269 | 1.3516 |
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+ | No log | 1.4706 | 50 | 1.6784 | 0.2278 | 1.6784 | 1.2955 |
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+ | No log | 1.5294 | 52 | 1.3571 | 0.2278 | 1.3571 | 1.1649 |
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+ | No log | 1.5882 | 54 | 1.2220 | 0.2793 | 1.2220 | 1.1055 |
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+ | No log | 1.6471 | 56 | 1.0662 | 0.3561 | 1.0662 | 1.0326 |
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+ | No log | 1.7059 | 58 | 1.0652 | 0.5302 | 1.0652 | 1.0321 |
81
+ | No log | 1.7647 | 60 | 1.0683 | 0.4375 | 1.0683 | 1.0336 |
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+ | No log | 1.8235 | 62 | 1.0448 | 0.5532 | 1.0448 | 1.0221 |
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+ | No log | 1.8824 | 64 | 1.1419 | 0.2793 | 1.1419 | 1.0686 |
84
+ | No log | 1.9412 | 66 | 1.2778 | 0.2536 | 1.2778 | 1.1304 |
85
+ | No log | 2.0 | 68 | 1.3291 | 0.4104 | 1.3291 | 1.1529 |
86
+ | No log | 2.0588 | 70 | 1.2572 | 0.3593 | 1.2572 | 1.1212 |
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+ | No log | 2.1176 | 72 | 1.1013 | 0.4081 | 1.1013 | 1.0494 |
88
+ | No log | 2.1765 | 74 | 1.0399 | 0.3531 | 1.0399 | 1.0197 |
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+ | No log | 2.2353 | 76 | 1.0430 | 0.3531 | 1.0430 | 1.0213 |
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+ | No log | 2.2941 | 78 | 1.1672 | 0.3119 | 1.1672 | 1.0804 |
91
+ | No log | 2.3529 | 80 | 1.2289 | 0.4571 | 1.2289 | 1.1086 |
92
+ | No log | 2.4118 | 82 | 1.1399 | 0.4068 | 1.1399 | 1.0676 |
93
+ | No log | 2.4706 | 84 | 1.0955 | 0.3531 | 1.0955 | 1.0467 |
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+ | No log | 2.5294 | 86 | 0.9875 | 0.2435 | 0.9875 | 0.9937 |
95
+ | No log | 2.5882 | 88 | 1.0009 | 0.4059 | 1.0009 | 1.0005 |
96
+ | No log | 2.6471 | 90 | 1.0306 | 0.4310 | 1.0306 | 1.0152 |
97
+ | No log | 2.7059 | 92 | 1.0577 | 0.4015 | 1.0577 | 1.0284 |
98
+ | No log | 2.7647 | 94 | 1.1296 | 0.3226 | 1.1296 | 1.0628 |
99
+ | No log | 2.8235 | 96 | 1.2591 | 0.1893 | 1.2591 | 1.1221 |
100
+ | No log | 2.8824 | 98 | 1.2695 | 0.4783 | 1.2695 | 1.1267 |
101
+ | No log | 2.9412 | 100 | 1.2468 | 0.4194 | 1.2468 | 1.1166 |
102
+ | No log | 3.0 | 102 | 1.0005 | 0.6303 | 1.0005 | 1.0002 |
103
+ | No log | 3.0588 | 104 | 0.9247 | 0.5031 | 0.9247 | 0.9616 |
104
+ | No log | 3.1176 | 106 | 0.9413 | 0.5973 | 0.9413 | 0.9702 |
105
+ | No log | 3.1765 | 108 | 1.0525 | 0.5973 | 1.0525 | 1.0259 |
106
+ | No log | 3.2353 | 110 | 1.3132 | 0.4408 | 1.3132 | 1.1460 |
107
+ | No log | 3.2941 | 112 | 1.4198 | 0.4415 | 1.4198 | 1.1916 |
108
+ | No log | 3.3529 | 114 | 1.3006 | 0.3782 | 1.3006 | 1.1404 |
109
+ | No log | 3.4118 | 116 | 1.0834 | 0.4571 | 1.0834 | 1.0409 |
110
+ | No log | 3.4706 | 118 | 0.8984 | 0.5260 | 0.8984 | 0.9478 |
111
+ | No log | 3.5294 | 120 | 0.8354 | 0.5291 | 0.8354 | 0.9140 |
112
+ | No log | 3.5882 | 122 | 0.8330 | 0.4591 | 0.8330 | 0.9127 |
113
+ | No log | 3.6471 | 124 | 0.8559 | 0.5291 | 0.8559 | 0.9252 |
114
+ | No log | 3.7059 | 126 | 0.9729 | 0.5253 | 0.9729 | 0.9863 |
115
+ | No log | 3.7647 | 128 | 1.1811 | 0.4360 | 1.1811 | 1.0868 |
116
+ | No log | 3.8235 | 130 | 1.3160 | 0.4167 | 1.3160 | 1.1472 |
117
+ | No log | 3.8824 | 132 | 1.3168 | 0.3794 | 1.3168 | 1.1475 |
118
+ | No log | 3.9412 | 134 | 1.1811 | 0.5 | 1.1811 | 1.0868 |
119
+ | No log | 4.0 | 136 | 0.9728 | 0.5393 | 0.9728 | 0.9863 |
120
+ | No log | 4.0588 | 138 | 0.8334 | 0.5214 | 0.8334 | 0.9129 |
121
+ | No log | 4.1176 | 140 | 0.8114 | 0.6239 | 0.8114 | 0.9008 |
122
+ | No log | 4.1765 | 142 | 0.8147 | 0.6639 | 0.8147 | 0.9026 |
123
+ | No log | 4.2353 | 144 | 0.8330 | 0.5917 | 0.8330 | 0.9127 |
124
+ | No log | 4.2941 | 146 | 0.9435 | 0.6303 | 0.9435 | 0.9713 |
125
+ | No log | 4.3529 | 148 | 1.0325 | 0.5714 | 1.0325 | 1.0161 |
126
+ | No log | 4.4118 | 150 | 1.0812 | 0.5714 | 1.0812 | 1.0398 |
127
+ | No log | 4.4706 | 152 | 1.0417 | 0.5896 | 1.0417 | 1.0206 |
128
+ | No log | 4.5294 | 154 | 1.0208 | 0.5896 | 1.0208 | 1.0103 |
129
+ | No log | 4.5882 | 156 | 0.9389 | 0.6491 | 0.9389 | 0.9690 |
130
+ | No log | 4.6471 | 158 | 0.8951 | 0.5933 | 0.8951 | 0.9461 |
131
+ | No log | 4.7059 | 160 | 0.8325 | 0.6265 | 0.8325 | 0.9124 |
132
+ | No log | 4.7647 | 162 | 0.8160 | 0.5458 | 0.8160 | 0.9034 |
133
+ | No log | 4.8235 | 164 | 0.8190 | 0.5270 | 0.8190 | 0.9050 |
134
+ | No log | 4.8824 | 166 | 0.8467 | 0.5882 | 0.8467 | 0.9202 |
135
+ | No log | 4.9412 | 168 | 0.8977 | 0.6257 | 0.8977 | 0.9475 |
136
+ | No log | 5.0 | 170 | 0.9809 | 0.5200 | 0.9809 | 0.9904 |
137
+ | No log | 5.0588 | 172 | 1.1565 | 0.5188 | 1.1565 | 1.0754 |
138
+ | No log | 5.1176 | 174 | 1.2126 | 0.4808 | 1.2126 | 1.1012 |
139
+ | No log | 5.1765 | 176 | 1.1694 | 0.4806 | 1.1694 | 1.0814 |
140
+ | No log | 5.2353 | 178 | 1.0516 | 0.5769 | 1.0516 | 1.0255 |
141
+ | No log | 5.2941 | 180 | 0.9614 | 0.5804 | 0.9614 | 0.9805 |
142
+ | No log | 5.3529 | 182 | 0.9131 | 0.5804 | 0.9131 | 0.9556 |
143
+ | No log | 5.4118 | 184 | 0.8741 | 0.5804 | 0.8741 | 0.9349 |
144
+ | No log | 5.4706 | 186 | 0.8905 | 0.5629 | 0.8905 | 0.9437 |
145
+ | No log | 5.5294 | 188 | 0.8731 | 0.5600 | 0.8731 | 0.9344 |
146
+ | No log | 5.5882 | 190 | 0.8050 | 0.5629 | 0.8050 | 0.8972 |
147
+ | No log | 5.6471 | 192 | 0.7582 | 0.6257 | 0.7582 | 0.8707 |
148
+ | No log | 5.7059 | 194 | 0.7471 | 0.6610 | 0.7471 | 0.8644 |
149
+ | No log | 5.7647 | 196 | 0.7693 | 0.6610 | 0.7693 | 0.8771 |
150
+ | No log | 5.8235 | 198 | 0.8422 | 0.6610 | 0.8422 | 0.9177 |
151
+ | No log | 5.8824 | 200 | 0.9601 | 0.6610 | 0.9601 | 0.9798 |
152
+ | No log | 5.9412 | 202 | 0.9913 | 0.6161 | 0.9913 | 0.9956 |
153
+ | No log | 6.0 | 204 | 1.0106 | 0.6161 | 1.0106 | 1.0053 |
154
+ | No log | 6.0588 | 206 | 0.9522 | 0.6491 | 0.9522 | 0.9758 |
155
+ | No log | 6.1176 | 208 | 0.9329 | 0.6303 | 0.9329 | 0.9659 |
156
+ | No log | 6.1765 | 210 | 0.9673 | 0.6303 | 0.9673 | 0.9835 |
157
+ | No log | 6.2353 | 212 | 1.0462 | 0.5385 | 1.0462 | 1.0228 |
158
+ | No log | 6.2941 | 214 | 1.1080 | 0.5556 | 1.1080 | 1.0526 |
159
+ | No log | 6.3529 | 216 | 1.0823 | 0.5581 | 1.0823 | 1.0403 |
160
+ | No log | 6.4118 | 218 | 0.9983 | 0.5581 | 0.9983 | 0.9991 |
161
+ | No log | 6.4706 | 220 | 0.9298 | 0.5581 | 0.9298 | 0.9643 |
162
+ | No log | 6.5294 | 222 | 0.8591 | 0.5581 | 0.8591 | 0.9269 |
163
+ | No log | 6.5882 | 224 | 0.8290 | 0.5581 | 0.8290 | 0.9105 |
164
+ | No log | 6.6471 | 226 | 0.8368 | 0.6161 | 0.8368 | 0.9147 |
165
+ | No log | 6.7059 | 228 | 0.8911 | 0.5581 | 0.8911 | 0.9440 |
166
+ | No log | 6.7647 | 230 | 1.0036 | 0.5581 | 1.0036 | 1.0018 |
167
+ | No log | 6.8235 | 232 | 1.1029 | 0.5185 | 1.1029 | 1.0502 |
168
+ | No log | 6.8824 | 234 | 1.1714 | 0.4803 | 1.1714 | 1.0823 |
169
+ | No log | 6.9412 | 236 | 1.1705 | 0.4806 | 1.1705 | 1.0819 |
170
+ | No log | 7.0 | 238 | 1.1237 | 0.4806 | 1.1237 | 1.0600 |
171
+ | No log | 7.0588 | 240 | 1.0565 | 0.4806 | 1.0565 | 1.0278 |
172
+ | No log | 7.1176 | 242 | 0.9915 | 0.5188 | 0.9915 | 0.9957 |
173
+ | No log | 7.1765 | 244 | 0.9381 | 0.5629 | 0.9381 | 0.9686 |
174
+ | No log | 7.2353 | 246 | 0.8931 | 0.5629 | 0.8931 | 0.9450 |
175
+ | No log | 7.2941 | 248 | 0.8725 | 0.5629 | 0.8725 | 0.9341 |
176
+ | No log | 7.3529 | 250 | 0.8462 | 0.5629 | 0.8462 | 0.9199 |
177
+ | No log | 7.4118 | 252 | 0.8038 | 0.5629 | 0.8038 | 0.8965 |
178
+ | No log | 7.4706 | 254 | 0.7685 | 0.5629 | 0.7685 | 0.8766 |
179
+ | No log | 7.5294 | 256 | 0.7442 | 0.5629 | 0.7442 | 0.8627 |
180
+ | No log | 7.5882 | 258 | 0.7239 | 0.6008 | 0.7239 | 0.8508 |
181
+ | No log | 7.6471 | 260 | 0.7166 | 0.6610 | 0.7166 | 0.8465 |
182
+ | No log | 7.7059 | 262 | 0.7221 | 0.6610 | 0.7221 | 0.8497 |
183
+ | No log | 7.7647 | 264 | 0.7514 | 0.6610 | 0.7514 | 0.8668 |
184
+ | No log | 7.8235 | 266 | 0.7865 | 0.6610 | 0.7865 | 0.8869 |
185
+ | No log | 7.8824 | 268 | 0.8232 | 0.6008 | 0.8232 | 0.9073 |
186
+ | No log | 7.9412 | 270 | 0.8960 | 0.5965 | 0.8960 | 0.9466 |
187
+ | No log | 8.0 | 272 | 0.9492 | 0.5965 | 0.9492 | 0.9743 |
188
+ | No log | 8.0588 | 274 | 0.9536 | 0.5965 | 0.9536 | 0.9765 |
189
+ | No log | 8.1176 | 276 | 0.9515 | 0.5965 | 0.9515 | 0.9755 |
190
+ | No log | 8.1765 | 278 | 0.9126 | 0.5965 | 0.9126 | 0.9553 |
191
+ | No log | 8.2353 | 280 | 0.8606 | 0.6545 | 0.8606 | 0.9277 |
192
+ | No log | 8.2941 | 282 | 0.8099 | 0.6545 | 0.8099 | 0.9000 |
193
+ | No log | 8.3529 | 284 | 0.7997 | 0.6545 | 0.7997 | 0.8942 |
194
+ | No log | 8.4118 | 286 | 0.8092 | 0.6545 | 0.8092 | 0.8995 |
195
+ | No log | 8.4706 | 288 | 0.8134 | 0.6545 | 0.8134 | 0.9019 |
196
+ | No log | 8.5294 | 290 | 0.8376 | 0.6008 | 0.8376 | 0.9152 |
197
+ | No log | 8.5882 | 292 | 0.8403 | 0.5629 | 0.8403 | 0.9167 |
198
+ | No log | 8.6471 | 294 | 0.8367 | 0.5629 | 0.8367 | 0.9147 |
199
+ | No log | 8.7059 | 296 | 0.8215 | 0.5629 | 0.8215 | 0.9064 |
200
+ | No log | 8.7647 | 298 | 0.7958 | 0.6008 | 0.7958 | 0.8921 |
201
+ | No log | 8.8235 | 300 | 0.7767 | 0.6008 | 0.7767 | 0.8813 |
202
+ | No log | 8.8824 | 302 | 0.7571 | 0.6008 | 0.7571 | 0.8701 |
203
+ | No log | 8.9412 | 304 | 0.7570 | 0.6008 | 0.7570 | 0.8701 |
204
+ | No log | 9.0 | 306 | 0.7614 | 0.6008 | 0.7614 | 0.8726 |
205
+ | No log | 9.0588 | 308 | 0.7724 | 0.5629 | 0.7724 | 0.8789 |
206
+ | No log | 9.1176 | 310 | 0.7734 | 0.5629 | 0.7734 | 0.8794 |
207
+ | No log | 9.1765 | 312 | 0.7722 | 0.5629 | 0.7722 | 0.8787 |
208
+ | No log | 9.2353 | 314 | 0.7636 | 0.5629 | 0.7636 | 0.8738 |
209
+ | No log | 9.2941 | 316 | 0.7599 | 0.5629 | 0.7599 | 0.8717 |
210
+ | No log | 9.3529 | 318 | 0.7606 | 0.6008 | 0.7606 | 0.8721 |
211
+ | No log | 9.4118 | 320 | 0.7642 | 0.6008 | 0.7642 | 0.8742 |
212
+ | No log | 9.4706 | 322 | 0.7705 | 0.6008 | 0.7705 | 0.8778 |
213
+ | No log | 9.5294 | 324 | 0.7825 | 0.6008 | 0.7825 | 0.8846 |
214
+ | No log | 9.5882 | 326 | 0.7944 | 0.6008 | 0.7944 | 0.8913 |
215
+ | No log | 9.6471 | 328 | 0.8023 | 0.6008 | 0.8023 | 0.8957 |
216
+ | No log | 9.7059 | 330 | 0.8083 | 0.6008 | 0.8083 | 0.8991 |
217
+ | No log | 9.7647 | 332 | 0.8122 | 0.6008 | 0.8122 | 0.9012 |
218
+ | No log | 9.8235 | 334 | 0.8148 | 0.6008 | 0.8148 | 0.9026 |
219
+ | No log | 9.8824 | 336 | 0.8165 | 0.6008 | 0.8165 | 0.9036 |
220
+ | No log | 9.9412 | 338 | 0.8158 | 0.6008 | 0.8158 | 0.9032 |
221
+ | No log | 10.0 | 340 | 0.8154 | 0.6008 | 0.8154 | 0.9030 |
222
 
223
 
224
  ### Framework versions