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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k5_task7_organization

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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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k4_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k4_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: 0.5694
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- - Qwk: 0.5423
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- - Mse: 0.5694
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- - Rmse: 0.7546
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  ## Model description
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@@ -47,263 +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 | 0.125 | 2 | 2.6243 | -0.0788 | 2.6243 | 1.6200 |
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- | No log | 0.25 | 4 | 1.3092 | 0.1234 | 1.3092 | 1.1442 |
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- | No log | 0.375 | 6 | 0.7322 | 0.1372 | 0.7322 | 0.8557 |
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- | No log | 0.5 | 8 | 0.6718 | 0.2181 | 0.6718 | 0.8196 |
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- | No log | 0.625 | 10 | 0.6131 | 0.3123 | 0.6131 | 0.7830 |
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- | No log | 0.75 | 12 | 0.7630 | 0.3547 | 0.7630 | 0.8735 |
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- | No log | 0.875 | 14 | 0.8550 | 0.3094 | 0.8550 | 0.9247 |
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- | No log | 1.0 | 16 | 0.7916 | 0.3719 | 0.7916 | 0.8897 |
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- | No log | 1.125 | 18 | 0.6373 | 0.3156 | 0.6373 | 0.7983 |
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- | No log | 1.25 | 20 | 0.5708 | 0.3499 | 0.5708 | 0.7555 |
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- | No log | 1.375 | 22 | 0.5692 | 0.3416 | 0.5692 | 0.7545 |
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- | No log | 1.5 | 24 | 0.6705 | 0.3187 | 0.6705 | 0.8188 |
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- | No log | 1.625 | 26 | 0.7776 | 0.3620 | 0.7776 | 0.8818 |
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- | No log | 1.75 | 28 | 0.8041 | 0.3802 | 0.8041 | 0.8967 |
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- | No log | 1.875 | 30 | 0.7037 | 0.3187 | 0.7037 | 0.8389 |
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- | No log | 2.0 | 32 | 0.6011 | 0.3137 | 0.6011 | 0.7753 |
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- | No log | 2.125 | 34 | 0.5754 | 0.3477 | 0.5754 | 0.7585 |
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- | No log | 2.25 | 36 | 0.5489 | 0.4322 | 0.5489 | 0.7409 |
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- | No log | 2.375 | 38 | 0.6412 | 0.4814 | 0.6412 | 0.8008 |
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- | No log | 2.5 | 40 | 0.8703 | 0.4045 | 0.8703 | 0.9329 |
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- | No log | 2.625 | 42 | 0.8144 | 0.4240 | 0.8144 | 0.9024 |
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- | No log | 2.75 | 44 | 0.6370 | 0.5351 | 0.6370 | 0.7981 |
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- | No log | 2.875 | 46 | 0.6117 | 0.4946 | 0.6117 | 0.7821 |
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- | No log | 3.0 | 48 | 0.5920 | 0.4946 | 0.5920 | 0.7694 |
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- | No log | 3.125 | 50 | 0.4819 | 0.5267 | 0.4819 | 0.6942 |
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- | No log | 3.25 | 52 | 0.4881 | 0.5250 | 0.4881 | 0.6986 |
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- | No log | 3.375 | 54 | 0.6003 | 0.5220 | 0.6003 | 0.7748 |
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- | No log | 3.5 | 56 | 0.6443 | 0.5421 | 0.6443 | 0.8027 |
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- | No log | 3.625 | 58 | 0.5708 | 0.5110 | 0.5708 | 0.7555 |
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- | No log | 3.75 | 60 | 0.5287 | 0.5213 | 0.5287 | 0.7271 |
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- | No log | 3.875 | 62 | 0.5231 | 0.5671 | 0.5231 | 0.7233 |
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- | No log | 4.0 | 64 | 0.5006 | 0.5687 | 0.5006 | 0.7076 |
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- | No log | 4.125 | 66 | 0.5817 | 0.5247 | 0.5817 | 0.7627 |
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- | No log | 4.25 | 68 | 0.9862 | 0.2679 | 0.9862 | 0.9931 |
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- | No log | 4.375 | 70 | 0.9474 | 0.2975 | 0.9474 | 0.9733 |
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- | No log | 4.5 | 72 | 0.5427 | 0.4892 | 0.5427 | 0.7367 |
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- | No log | 4.625 | 74 | 0.4537 | 0.6024 | 0.4537 | 0.6735 |
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- | No log | 4.75 | 76 | 0.4542 | 0.6667 | 0.4542 | 0.6740 |
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- | No log | 4.875 | 78 | 0.7711 | 0.5249 | 0.7711 | 0.8781 |
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- | No log | 5.0 | 80 | 1.0714 | 0.2147 | 1.0714 | 1.0351 |
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- | No log | 5.125 | 82 | 0.9356 | 0.3330 | 0.9356 | 0.9673 |
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- | No log | 5.25 | 84 | 0.5822 | 0.5065 | 0.5822 | 0.7630 |
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- | No log | 5.375 | 86 | 0.4954 | 0.5758 | 0.4954 | 0.7038 |
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- | No log | 5.5 | 88 | 0.5011 | 0.5553 | 0.5011 | 0.7079 |
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- | No log | 5.625 | 90 | 0.4699 | 0.5662 | 0.4699 | 0.6855 |
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- | No log | 5.75 | 92 | 0.5552 | 0.5095 | 0.5552 | 0.7451 |
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- | No log | 5.875 | 94 | 0.5710 | 0.5328 | 0.5710 | 0.7556 |
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- | No log | 6.0 | 96 | 0.6294 | 0.5464 | 0.6294 | 0.7933 |
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- | No log | 6.125 | 98 | 0.5992 | 0.5643 | 0.5992 | 0.7741 |
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- | No log | 6.25 | 100 | 0.5407 | 0.6026 | 0.5407 | 0.7353 |
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- | No log | 6.375 | 102 | 0.5785 | 0.5943 | 0.5785 | 0.7606 |
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- | No log | 6.5 | 104 | 0.5862 | 0.5675 | 0.5862 | 0.7657 |
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- | No log | 6.625 | 106 | 0.4416 | 0.6280 | 0.4416 | 0.6645 |
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- | No log | 6.75 | 108 | 0.4067 | 0.6643 | 0.4067 | 0.6377 |
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- | No log | 6.875 | 110 | 0.4188 | 0.6830 | 0.4188 | 0.6471 |
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- | No log | 7.0 | 112 | 0.4917 | 0.5738 | 0.4917 | 0.7012 |
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- | No log | 7.125 | 114 | 0.5166 | 0.5767 | 0.5166 | 0.7188 |
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- | No log | 7.25 | 116 | 0.4677 | 0.6275 | 0.4677 | 0.6839 |
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- | No log | 7.375 | 118 | 0.4720 | 0.6786 | 0.4720 | 0.6870 |
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- | No log | 7.5 | 120 | 0.4719 | 0.6052 | 0.4719 | 0.6869 |
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- | No log | 7.625 | 122 | 0.4731 | 0.5231 | 0.4731 | 0.6878 |
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- | No log | 7.75 | 124 | 0.4637 | 0.4991 | 0.4637 | 0.6809 |
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- | No log | 7.875 | 126 | 0.4820 | 0.5171 | 0.4820 | 0.6943 |
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- | No log | 8.0 | 128 | 0.4412 | 0.6242 | 0.4412 | 0.6642 |
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- | No log | 8.125 | 130 | 0.4490 | 0.5812 | 0.4490 | 0.6701 |
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- | No log | 8.25 | 132 | 0.5509 | 0.5230 | 0.5509 | 0.7422 |
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- | No log | 8.375 | 134 | 0.6525 | 0.5034 | 0.6525 | 0.8078 |
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- | No log | 8.5 | 136 | 0.6134 | 0.5408 | 0.6134 | 0.7832 |
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- | No log | 8.625 | 138 | 0.4974 | 0.6148 | 0.4974 | 0.7053 |
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- | No log | 8.75 | 140 | 0.4917 | 0.6867 | 0.4917 | 0.7012 |
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- | No log | 8.875 | 142 | 0.4843 | 0.6198 | 0.4843 | 0.6959 |
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- | No log | 9.0 | 144 | 0.5154 | 0.5452 | 0.5154 | 0.7179 |
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- | No log | 9.125 | 146 | 0.5193 | 0.5230 | 0.5193 | 0.7206 |
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- | No log | 9.25 | 148 | 0.4611 | 0.5658 | 0.4611 | 0.6790 |
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- | No log | 9.375 | 150 | 0.4450 | 0.5782 | 0.4450 | 0.6671 |
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- | No log | 9.5 | 152 | 0.4608 | 0.5836 | 0.4608 | 0.6788 |
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- | No log | 9.625 | 154 | 0.4765 | 0.6286 | 0.4765 | 0.6903 |
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- | No log | 9.75 | 156 | 0.4280 | 0.6942 | 0.4280 | 0.6542 |
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- | No log | 9.875 | 158 | 0.6419 | 0.4669 | 0.6419 | 0.8012 |
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- | No log | 10.0 | 160 | 0.9024 | 0.3424 | 0.9024 | 0.9500 |
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- | No log | 10.125 | 162 | 0.7381 | 0.5050 | 0.7381 | 0.8591 |
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- | No log | 10.25 | 164 | 0.4433 | 0.6434 | 0.4433 | 0.6658 |
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- | No log | 10.375 | 166 | 0.5372 | 0.5904 | 0.5372 | 0.7329 |
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- | No log | 10.5 | 168 | 0.5383 | 0.5264 | 0.5383 | 0.7337 |
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- | No log | 10.625 | 170 | 0.4290 | 0.6745 | 0.4290 | 0.6550 |
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- | No log | 10.75 | 172 | 0.5232 | 0.4795 | 0.5232 | 0.7233 |
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- | No log | 10.875 | 174 | 0.6850 | 0.3917 | 0.6850 | 0.8277 |
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- | No log | 11.0 | 176 | 0.6465 | 0.4193 | 0.6465 | 0.8041 |
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- | No log | 11.125 | 178 | 0.4964 | 0.5461 | 0.4964 | 0.7045 |
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- | No log | 11.25 | 180 | 0.4692 | 0.5675 | 0.4692 | 0.6849 |
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- | No log | 11.375 | 182 | 0.4977 | 0.4703 | 0.4977 | 0.7055 |
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- | No log | 11.5 | 184 | 0.5173 | 0.5056 | 0.5173 | 0.7192 |
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- | No log | 11.625 | 186 | 0.4882 | 0.6198 | 0.4882 | 0.6987 |
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- | No log | 11.75 | 188 | 0.4913 | 0.6298 | 0.4913 | 0.7009 |
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- | No log | 11.875 | 190 | 0.4752 | 0.6108 | 0.4752 | 0.6893 |
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- | No log | 12.0 | 192 | 0.5152 | 0.6311 | 0.5152 | 0.7178 |
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- | No log | 12.125 | 194 | 0.5366 | 0.6132 | 0.5366 | 0.7325 |
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- | No log | 12.25 | 196 | 0.4757 | 0.6423 | 0.4757 | 0.6897 |
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- | No log | 12.375 | 198 | 0.4540 | 0.5707 | 0.4540 | 0.6738 |
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- | No log | 12.5 | 200 | 0.4820 | 0.6169 | 0.4820 | 0.6942 |
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- | No log | 12.625 | 202 | 0.4846 | 0.5657 | 0.4846 | 0.6962 |
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- | No log | 12.75 | 204 | 0.4543 | 0.5246 | 0.4543 | 0.6740 |
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- | No log | 12.875 | 206 | 0.4602 | 0.5343 | 0.4602 | 0.6784 |
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- | No log | 13.0 | 208 | 0.4743 | 0.5343 | 0.4743 | 0.6887 |
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- | No log | 13.125 | 210 | 0.4838 | 0.5397 | 0.4838 | 0.6955 |
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- | No log | 13.25 | 212 | 0.4796 | 0.5983 | 0.4796 | 0.6925 |
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- | No log | 13.375 | 214 | 0.5246 | 0.6137 | 0.5246 | 0.7243 |
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- | No log | 13.5 | 216 | 0.4969 | 0.5983 | 0.4969 | 0.7049 |
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- | No log | 13.625 | 218 | 0.5287 | 0.5661 | 0.5287 | 0.7271 |
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- | No log | 13.75 | 220 | 0.6631 | 0.5034 | 0.6631 | 0.8143 |
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- | No log | 13.875 | 222 | 0.6399 | 0.5093 | 0.6399 | 0.7999 |
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- | No log | 14.0 | 224 | 0.5031 | 0.5510 | 0.5031 | 0.7093 |
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- | No log | 14.125 | 226 | 0.4612 | 0.6417 | 0.4612 | 0.6792 |
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- | No log | 14.25 | 228 | 0.4625 | 0.6417 | 0.4625 | 0.6801 |
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- | No log | 14.375 | 230 | 0.4754 | 0.5343 | 0.4754 | 0.6895 |
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- | No log | 14.5 | 232 | 0.5481 | 0.5449 | 0.5481 | 0.7403 |
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- | No log | 14.625 | 234 | 0.5297 | 0.5356 | 0.5297 | 0.7278 |
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- | No log | 14.75 | 236 | 0.4771 | 0.5475 | 0.4771 | 0.6907 |
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- | No log | 14.875 | 238 | 0.4839 | 0.5397 | 0.4839 | 0.6956 |
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- | No log | 15.0 | 240 | 0.5089 | 0.5127 | 0.5089 | 0.7134 |
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- | No log | 15.125 | 242 | 0.4931 | 0.5178 | 0.4931 | 0.7022 |
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- | No log | 15.25 | 244 | 0.5470 | 0.4875 | 0.5470 | 0.7396 |
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- | No log | 15.375 | 246 | 0.6549 | 0.5251 | 0.6549 | 0.8093 |
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- | No log | 15.5 | 248 | 0.5759 | 0.4997 | 0.5759 | 0.7589 |
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- | No log | 15.625 | 250 | 0.5196 | 0.4832 | 0.5196 | 0.7208 |
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- | No log | 15.75 | 252 | 0.5673 | 0.5078 | 0.5673 | 0.7532 |
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- | No log | 15.875 | 254 | 0.6007 | 0.5095 | 0.6007 | 0.7751 |
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- | No log | 16.0 | 256 | 0.5218 | 0.5117 | 0.5218 | 0.7224 |
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- | No log | 16.125 | 258 | 0.4885 | 0.4774 | 0.4885 | 0.6990 |
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- | No log | 16.25 | 260 | 0.4865 | 0.4774 | 0.4865 | 0.6975 |
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- | No log | 16.375 | 262 | 0.4906 | 0.5085 | 0.4906 | 0.7005 |
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- | No log | 16.5 | 264 | 0.4801 | 0.5171 | 0.4801 | 0.6929 |
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- | No log | 16.625 | 266 | 0.4761 | 0.5141 | 0.4761 | 0.6900 |
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- | No log | 16.75 | 268 | 0.5018 | 0.5957 | 0.5018 | 0.7084 |
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- | No log | 16.875 | 270 | 0.4842 | 0.6251 | 0.4842 | 0.6958 |
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- | No log | 17.0 | 272 | 0.4567 | 0.5768 | 0.4567 | 0.6758 |
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- | No log | 17.125 | 274 | 0.5166 | 0.5348 | 0.5166 | 0.7188 |
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- | No log | 17.25 | 276 | 0.5804 | 0.5393 | 0.5804 | 0.7618 |
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- | No log | 17.375 | 278 | 0.5198 | 0.4931 | 0.5198 | 0.7210 |
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- | No log | 17.5 | 280 | 0.4617 | 0.5930 | 0.4617 | 0.6795 |
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- | No log | 17.625 | 282 | 0.4620 | 0.5784 | 0.4620 | 0.6797 |
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- | No log | 17.75 | 284 | 0.4564 | 0.6017 | 0.4564 | 0.6756 |
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- | No log | 17.875 | 286 | 0.5135 | 0.5299 | 0.5135 | 0.7166 |
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- | No log | 18.0 | 288 | 0.6467 | 0.5153 | 0.6467 | 0.8042 |
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- | No log | 18.125 | 290 | 0.6914 | 0.4959 | 0.6914 | 0.8315 |
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- | No log | 18.25 | 292 | 0.5798 | 0.5178 | 0.5798 | 0.7614 |
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- | No log | 18.375 | 294 | 0.4937 | 0.5010 | 0.4937 | 0.7027 |
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- | No log | 18.5 | 296 | 0.4831 | 0.5085 | 0.4831 | 0.6950 |
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- | No log | 18.625 | 298 | 0.4758 | 0.5556 | 0.4758 | 0.6898 |
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- | No log | 18.75 | 300 | 0.4865 | 0.4960 | 0.4865 | 0.6975 |
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- | No log | 18.875 | 302 | 0.4799 | 0.5702 | 0.4799 | 0.6927 |
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- | No log | 19.0 | 304 | 0.4717 | 0.5722 | 0.4717 | 0.6868 |
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- | No log | 19.125 | 306 | 0.4758 | 0.5663 | 0.4758 | 0.6898 |
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- | No log | 19.25 | 308 | 0.4839 | 0.5283 | 0.4839 | 0.6957 |
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- | No log | 19.375 | 310 | 0.4766 | 0.5765 | 0.4766 | 0.6903 |
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- | No log | 19.5 | 312 | 0.4702 | 0.5926 | 0.4702 | 0.6857 |
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- | No log | 19.625 | 314 | 0.4732 | 0.5718 | 0.4732 | 0.6879 |
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- | No log | 19.75 | 316 | 0.4852 | 0.6146 | 0.4852 | 0.6966 |
210
- | No log | 19.875 | 318 | 0.5330 | 0.5630 | 0.5330 | 0.7301 |
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- | No log | 20.0 | 320 | 0.5463 | 0.5630 | 0.5463 | 0.7391 |
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- | No log | 20.125 | 322 | 0.5287 | 0.6123 | 0.5287 | 0.7271 |
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- | No log | 20.25 | 324 | 0.5081 | 0.6158 | 0.5081 | 0.7128 |
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- | No log | 20.375 | 326 | 0.5341 | 0.5696 | 0.5341 | 0.7308 |
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- | No log | 20.5 | 328 | 0.5502 | 0.5710 | 0.5502 | 0.7417 |
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- | No log | 20.625 | 330 | 0.5146 | 0.5513 | 0.5146 | 0.7174 |
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- | No log | 20.75 | 332 | 0.4866 | 0.5065 | 0.4866 | 0.6976 |
218
- | No log | 20.875 | 334 | 0.4671 | 0.4960 | 0.4671 | 0.6835 |
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- | No log | 21.0 | 336 | 0.4570 | 0.5046 | 0.4570 | 0.6760 |
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- | No log | 21.125 | 338 | 0.5133 | 0.5015 | 0.5133 | 0.7165 |
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- | No log | 21.25 | 340 | 0.5977 | 0.5489 | 0.5977 | 0.7731 |
222
- | No log | 21.375 | 342 | 0.6127 | 0.5169 | 0.6127 | 0.7828 |
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- | No log | 21.5 | 344 | 0.5085 | 0.4997 | 0.5085 | 0.7131 |
224
- | No log | 21.625 | 346 | 0.4369 | 0.6643 | 0.4369 | 0.6610 |
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- | No log | 21.75 | 348 | 0.4785 | 0.6063 | 0.4785 | 0.6917 |
226
- | No log | 21.875 | 350 | 0.4768 | 0.6063 | 0.4768 | 0.6905 |
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- | No log | 22.0 | 352 | 0.4395 | 0.6736 | 0.4395 | 0.6630 |
228
- | No log | 22.125 | 354 | 0.4665 | 0.5065 | 0.4665 | 0.6830 |
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- | No log | 22.25 | 356 | 0.5254 | 0.5735 | 0.5254 | 0.7248 |
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- | No log | 22.375 | 358 | 0.4974 | 0.5455 | 0.4974 | 0.7052 |
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- | No log | 22.5 | 360 | 0.4478 | 0.6170 | 0.4478 | 0.6692 |
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- | No log | 22.625 | 362 | 0.5409 | 0.6267 | 0.5409 | 0.7355 |
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- | No log | 22.75 | 364 | 0.6670 | 0.6103 | 0.6670 | 0.8167 |
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- | No log | 22.875 | 366 | 0.6418 | 0.6275 | 0.6418 | 0.8011 |
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- | No log | 23.0 | 368 | 0.5289 | 0.6231 | 0.5289 | 0.7273 |
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- | No log | 23.125 | 370 | 0.5128 | 0.5151 | 0.5128 | 0.7161 |
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- | No log | 23.25 | 372 | 0.5484 | 0.5552 | 0.5484 | 0.7405 |
238
- | No log | 23.375 | 374 | 0.5561 | 0.5595 | 0.5561 | 0.7457 |
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- | No log | 23.5 | 376 | 0.5006 | 0.5368 | 0.5006 | 0.7075 |
240
- | No log | 23.625 | 378 | 0.4666 | 0.5985 | 0.4666 | 0.6831 |
241
- | No log | 23.75 | 380 | 0.4729 | 0.6083 | 0.4729 | 0.6877 |
242
- | No log | 23.875 | 382 | 0.4812 | 0.6100 | 0.4812 | 0.6937 |
243
- | No log | 24.0 | 384 | 0.4713 | 0.5783 | 0.4713 | 0.6865 |
244
- | No log | 24.125 | 386 | 0.5132 | 0.5513 | 0.5132 | 0.7164 |
245
- | No log | 24.25 | 388 | 0.5934 | 0.5343 | 0.5934 | 0.7703 |
246
- | No log | 24.375 | 390 | 0.5788 | 0.5266 | 0.5788 | 0.7608 |
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- | No log | 24.5 | 392 | 0.5079 | 0.5457 | 0.5079 | 0.7126 |
248
- | No log | 24.625 | 394 | 0.4859 | 0.4913 | 0.4859 | 0.6971 |
249
- | No log | 24.75 | 396 | 0.4914 | 0.4694 | 0.4914 | 0.7010 |
250
- | No log | 24.875 | 398 | 0.4741 | 0.4958 | 0.4741 | 0.6886 |
251
- | No log | 25.0 | 400 | 0.4631 | 0.5010 | 0.4631 | 0.6805 |
252
- | No log | 25.125 | 402 | 0.4631 | 0.5010 | 0.4631 | 0.6805 |
253
- | No log | 25.25 | 404 | 0.4582 | 0.5079 | 0.4582 | 0.6769 |
254
- | No log | 25.375 | 406 | 0.4626 | 0.5168 | 0.4626 | 0.6801 |
255
- | No log | 25.5 | 408 | 0.4740 | 0.5159 | 0.4740 | 0.6885 |
256
- | No log | 25.625 | 410 | 0.4742 | 0.5039 | 0.4742 | 0.6886 |
257
- | No log | 25.75 | 412 | 0.4939 | 0.5373 | 0.4939 | 0.7028 |
258
- | No log | 25.875 | 414 | 0.4977 | 0.5560 | 0.4977 | 0.7055 |
259
- | No log | 26.0 | 416 | 0.5247 | 0.5898 | 0.5247 | 0.7244 |
260
- | No log | 26.125 | 418 | 0.5535 | 0.5643 | 0.5535 | 0.7440 |
261
- | No log | 26.25 | 420 | 0.5273 | 0.5543 | 0.5273 | 0.7262 |
262
- | No log | 26.375 | 422 | 0.4607 | 0.5110 | 0.4607 | 0.6788 |
263
- | No log | 26.5 | 424 | 0.4407 | 0.5248 | 0.4407 | 0.6638 |
264
- | No log | 26.625 | 426 | 0.4497 | 0.6797 | 0.4497 | 0.6706 |
265
- | No log | 26.75 | 428 | 0.4597 | 0.6797 | 0.4597 | 0.6780 |
266
- | No log | 26.875 | 430 | 0.4492 | 0.6129 | 0.4492 | 0.6702 |
267
- | No log | 27.0 | 432 | 0.4444 | 0.6129 | 0.4444 | 0.6666 |
268
- | No log | 27.125 | 434 | 0.4401 | 0.5143 | 0.4401 | 0.6634 |
269
- | No log | 27.25 | 436 | 0.4472 | 0.5178 | 0.4472 | 0.6687 |
270
- | No log | 27.375 | 438 | 0.4541 | 0.5104 | 0.4541 | 0.6739 |
271
- | No log | 27.5 | 440 | 0.4716 | 0.5780 | 0.4716 | 0.6867 |
272
- | No log | 27.625 | 442 | 0.5056 | 0.6129 | 0.5056 | 0.7111 |
273
- | No log | 27.75 | 444 | 0.4823 | 0.5849 | 0.4823 | 0.6945 |
274
- | No log | 27.875 | 446 | 0.4774 | 0.5922 | 0.4774 | 0.6909 |
275
- | No log | 28.0 | 448 | 0.4732 | 0.5672 | 0.4732 | 0.6879 |
276
- | No log | 28.125 | 450 | 0.4579 | 0.5230 | 0.4579 | 0.6767 |
277
- | No log | 28.25 | 452 | 0.4561 | 0.4756 | 0.4561 | 0.6753 |
278
- | No log | 28.375 | 454 | 0.4388 | 0.5265 | 0.4388 | 0.6624 |
279
- | No log | 28.5 | 456 | 0.4357 | 0.5305 | 0.4357 | 0.6601 |
280
- | No log | 28.625 | 458 | 0.4394 | 0.5800 | 0.4394 | 0.6629 |
281
- | No log | 28.75 | 460 | 0.4412 | 0.5361 | 0.4412 | 0.6642 |
282
- | No log | 28.875 | 462 | 0.4406 | 0.5269 | 0.4406 | 0.6637 |
283
- | No log | 29.0 | 464 | 0.4439 | 0.5254 | 0.4439 | 0.6663 |
284
- | No log | 29.125 | 466 | 0.4590 | 0.5533 | 0.4590 | 0.6775 |
285
- | No log | 29.25 | 468 | 0.4610 | 0.5505 | 0.4610 | 0.6790 |
286
- | No log | 29.375 | 470 | 0.4738 | 0.6021 | 0.4738 | 0.6883 |
287
- | No log | 29.5 | 472 | 0.4947 | 0.5348 | 0.4947 | 0.7034 |
288
- | No log | 29.625 | 474 | 0.5380 | 0.5152 | 0.5380 | 0.7335 |
289
- | No log | 29.75 | 476 | 0.5601 | 0.5249 | 0.5601 | 0.7484 |
290
- | No log | 29.875 | 478 | 0.5411 | 0.5249 | 0.5411 | 0.7356 |
291
- | No log | 30.0 | 480 | 0.5006 | 0.5524 | 0.5006 | 0.7076 |
292
- | No log | 30.125 | 482 | 0.4709 | 0.5392 | 0.4709 | 0.6862 |
293
- | No log | 30.25 | 484 | 0.4370 | 0.6388 | 0.4370 | 0.6611 |
294
- | No log | 30.375 | 486 | 0.4285 | 0.6198 | 0.4285 | 0.6546 |
295
- | No log | 30.5 | 488 | 0.4426 | 0.5467 | 0.4426 | 0.6653 |
296
- | No log | 30.625 | 490 | 0.4707 | 0.5470 | 0.4707 | 0.6861 |
297
- | No log | 30.75 | 492 | 0.4933 | 0.5195 | 0.4933 | 0.7024 |
298
- | No log | 30.875 | 494 | 0.4711 | 0.5470 | 0.4711 | 0.6864 |
299
- | No log | 31.0 | 496 | 0.4203 | 0.5831 | 0.4203 | 0.6483 |
300
- | No log | 31.125 | 498 | 0.4088 | 0.6140 | 0.4088 | 0.6394 |
301
- | 0.2293 | 31.25 | 500 | 0.4130 | 0.6257 | 0.4130 | 0.6426 |
302
- | 0.2293 | 31.375 | 502 | 0.4518 | 0.5599 | 0.4518 | 0.6722 |
303
- | 0.2293 | 31.5 | 504 | 0.5474 | 0.5948 | 0.5474 | 0.7399 |
304
- | 0.2293 | 31.625 | 506 | 0.5922 | 0.5609 | 0.5922 | 0.7695 |
305
- | 0.2293 | 31.75 | 508 | 0.6267 | 0.5358 | 0.6267 | 0.7916 |
306
- | 0.2293 | 31.875 | 510 | 0.5694 | 0.5423 | 0.5694 | 0.7546 |
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k5_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k5_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: 0.6723
19
+ - Qwk: 0.3769
20
+ - Mse: 0.6723
21
+ - Rmse: 0.8200
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1111 | 2 | 2.7098 | -0.0449 | 2.7098 | 1.6461 |
53
+ | No log | 0.2222 | 4 | 1.4777 | 0.0782 | 1.4777 | 1.2156 |
54
+ | No log | 0.3333 | 6 | 0.7834 | 0.1786 | 0.7834 | 0.8851 |
55
+ | No log | 0.4444 | 8 | 0.7792 | 0.1407 | 0.7792 | 0.8827 |
56
+ | No log | 0.5556 | 10 | 0.9759 | 0.1628 | 0.9759 | 0.9879 |
57
+ | No log | 0.6667 | 12 | 1.0939 | -0.0340 | 1.0939 | 1.0459 |
58
+ | No log | 0.7778 | 14 | 1.0270 | 0.0168 | 1.0270 | 1.0134 |
59
+ | No log | 0.8889 | 16 | 1.0775 | 0.0692 | 1.0775 | 1.0380 |
60
+ | No log | 1.0 | 18 | 1.0521 | 0.1897 | 1.0521 | 1.0257 |
61
+ | No log | 1.1111 | 20 | 0.8148 | 0.1298 | 0.8148 | 0.9027 |
62
+ | No log | 1.2222 | 22 | 0.7892 | 0.2445 | 0.7892 | 0.8883 |
63
+ | No log | 1.3333 | 24 | 0.8604 | 0.2839 | 0.8604 | 0.9276 |
64
+ | No log | 1.4444 | 26 | 0.7986 | 0.2995 | 0.7986 | 0.8936 |
65
+ | No log | 1.5556 | 28 | 0.7157 | 0.0827 | 0.7157 | 0.8460 |
66
+ | No log | 1.6667 | 30 | 0.7478 | 0.0919 | 0.7478 | 0.8647 |
67
+ | No log | 1.7778 | 32 | 0.7188 | 0.0097 | 0.7188 | 0.8478 |
68
+ | No log | 1.8889 | 34 | 0.6982 | 0.2308 | 0.6982 | 0.8356 |
69
+ | No log | 2.0 | 36 | 0.8307 | 0.2967 | 0.8307 | 0.9114 |
70
+ | No log | 2.1111 | 38 | 0.9094 | 0.2000 | 0.9094 | 0.9536 |
71
+ | No log | 2.2222 | 40 | 0.7899 | 0.2817 | 0.7899 | 0.8888 |
72
+ | No log | 2.3333 | 42 | 0.7940 | 0.0441 | 0.7940 | 0.8911 |
73
+ | No log | 2.4444 | 44 | 0.8845 | 0.0919 | 0.8845 | 0.9405 |
74
+ | No log | 2.5556 | 46 | 0.8238 | 0.0514 | 0.8238 | 0.9076 |
75
+ | No log | 2.6667 | 48 | 0.7309 | 0.1136 | 0.7309 | 0.8549 |
76
+ | No log | 2.7778 | 50 | 0.8708 | 0.3494 | 0.8708 | 0.9331 |
77
+ | No log | 2.8889 | 52 | 1.1666 | 0.2100 | 1.1666 | 1.0801 |
78
+ | No log | 3.0 | 54 | 1.1634 | 0.2264 | 1.1634 | 1.0786 |
79
+ | No log | 3.1111 | 56 | 0.9192 | 0.3194 | 0.9192 | 0.9588 |
80
+ | No log | 3.2222 | 58 | 0.7340 | 0.4137 | 0.7340 | 0.8568 |
81
+ | No log | 3.3333 | 60 | 0.9285 | 0.1793 | 0.9285 | 0.9636 |
82
+ | No log | 3.4444 | 62 | 0.9868 | 0.2020 | 0.9868 | 0.9934 |
83
+ | No log | 3.5556 | 64 | 0.8057 | 0.2624 | 0.8057 | 0.8976 |
84
+ | No log | 3.6667 | 66 | 0.7775 | 0.3344 | 0.7775 | 0.8818 |
85
+ | No log | 3.7778 | 68 | 0.9361 | 0.3287 | 0.9361 | 0.9675 |
86
+ | No log | 3.8889 | 70 | 0.9012 | 0.3287 | 0.9012 | 0.9493 |
87
+ | No log | 4.0 | 72 | 0.8072 | 0.3169 | 0.8072 | 0.8984 |
88
+ | No log | 4.1111 | 74 | 0.6927 | 0.3867 | 0.6927 | 0.8323 |
89
+ | No log | 4.2222 | 76 | 0.6750 | 0.3840 | 0.6750 | 0.8216 |
90
+ | No log | 4.3333 | 78 | 0.7333 | 0.3169 | 0.7333 | 0.8563 |
91
+ | No log | 4.4444 | 80 | 0.7332 | 0.3302 | 0.7332 | 0.8563 |
92
+ | No log | 4.5556 | 82 | 0.7798 | 0.2724 | 0.7798 | 0.8830 |
93
+ | No log | 4.6667 | 84 | 0.9752 | 0.2533 | 0.9752 | 0.9875 |
94
+ | No log | 4.7778 | 86 | 1.0180 | 0.2488 | 1.0180 | 1.0090 |
95
+ | No log | 4.8889 | 88 | 0.9101 | 0.3732 | 0.9101 | 0.9540 |
96
+ | No log | 5.0 | 90 | 1.0413 | 0.2156 | 1.0413 | 1.0204 |
97
+ | No log | 5.1111 | 92 | 0.9588 | 0.2686 | 0.9588 | 0.9792 |
98
+ | No log | 5.2222 | 94 | 0.8594 | 0.3586 | 0.8594 | 0.9270 |
99
+ | No log | 5.3333 | 96 | 1.2277 | 0.3384 | 1.2277 | 1.1080 |
100
+ | No log | 5.4444 | 98 | 1.4006 | 0.3101 | 1.4006 | 1.1835 |
101
+ | No log | 5.5556 | 100 | 1.0712 | 0.4272 | 1.0712 | 1.0350 |
102
+ | No log | 5.6667 | 102 | 0.6182 | 0.3662 | 0.6182 | 0.7862 |
103
+ | No log | 5.7778 | 104 | 0.5299 | 0.6544 | 0.5299 | 0.7280 |
104
+ | No log | 5.8889 | 106 | 0.5455 | 0.6500 | 0.5455 | 0.7386 |
105
+ | No log | 6.0 | 108 | 0.5179 | 0.6257 | 0.5179 | 0.7196 |
106
+ | No log | 6.1111 | 110 | 0.5279 | 0.6010 | 0.5279 | 0.7265 |
107
+ | No log | 6.2222 | 112 | 0.5691 | 0.4464 | 0.5691 | 0.7544 |
108
+ | No log | 6.3333 | 114 | 0.5350 | 0.5307 | 0.5350 | 0.7314 |
109
+ | No log | 6.4444 | 116 | 0.5267 | 0.4983 | 0.5267 | 0.7258 |
110
+ | No log | 6.5556 | 118 | 0.5488 | 0.4122 | 0.5488 | 0.7408 |
111
+ | No log | 6.6667 | 120 | 0.6290 | 0.3712 | 0.6290 | 0.7931 |
112
+ | No log | 6.7778 | 122 | 0.7284 | 0.3194 | 0.7284 | 0.8535 |
113
+ | No log | 6.8889 | 124 | 0.7267 | 0.3562 | 0.7267 | 0.8525 |
114
+ | No log | 7.0 | 126 | 0.7312 | 0.3754 | 0.7312 | 0.8551 |
115
+ | No log | 7.1111 | 128 | 0.7664 | 0.3806 | 0.7664 | 0.8754 |
116
+ | No log | 7.2222 | 130 | 0.7156 | 0.3483 | 0.7156 | 0.8459 |
117
+ | No log | 7.3333 | 132 | 0.7446 | 0.3973 | 0.7446 | 0.8629 |
118
+ | No log | 7.4444 | 134 | 0.8691 | 0.3887 | 0.8691 | 0.9322 |
119
+ | No log | 7.5556 | 136 | 0.9019 | 0.4051 | 0.9019 | 0.9497 |
120
+ | No log | 7.6667 | 138 | 0.8369 | 0.3623 | 0.8369 | 0.9148 |
121
+ | No log | 7.7778 | 140 | 0.6901 | 0.3518 | 0.6901 | 0.8307 |
122
+ | No log | 7.8889 | 142 | 0.6119 | 0.4768 | 0.6119 | 0.7822 |
123
+ | No log | 8.0 | 144 | 0.6071 | 0.4265 | 0.6071 | 0.7792 |
124
+ | No log | 8.1111 | 146 | 0.6928 | 0.3648 | 0.6928 | 0.8324 |
125
+ | No log | 8.2222 | 148 | 0.8571 | 0.4287 | 0.8571 | 0.9258 |
126
+ | No log | 8.3333 | 150 | 0.7649 | 0.4732 | 0.7649 | 0.8746 |
127
+ | No log | 8.4444 | 152 | 0.6951 | 0.4789 | 0.6951 | 0.8337 |
128
+ | No log | 8.5556 | 154 | 0.6892 | 0.4281 | 0.6892 | 0.8302 |
129
+ | No log | 8.6667 | 156 | 0.7123 | 0.4421 | 0.7123 | 0.8440 |
130
+ | No log | 8.7778 | 158 | 0.7965 | 0.4114 | 0.7965 | 0.8925 |
131
+ | No log | 8.8889 | 160 | 0.8314 | 0.3538 | 0.8314 | 0.9118 |
132
+ | No log | 9.0 | 162 | 0.7374 | 0.3494 | 0.7374 | 0.8587 |
133
+ | No log | 9.1111 | 164 | 0.6828 | 0.3372 | 0.6828 | 0.8263 |
134
+ | No log | 9.2222 | 166 | 0.6484 | 0.3518 | 0.6484 | 0.8052 |
135
+ | No log | 9.3333 | 168 | 0.6817 | 0.2692 | 0.6817 | 0.8257 |
136
+ | No log | 9.4444 | 170 | 0.9137 | 0.3577 | 0.9137 | 0.9559 |
137
+ | No log | 9.5556 | 172 | 1.0300 | 0.3759 | 1.0300 | 1.0149 |
138
+ | No log | 9.6667 | 174 | 0.8104 | 0.4528 | 0.8104 | 0.9002 |
139
+ | No log | 9.7778 | 176 | 0.6698 | 0.4302 | 0.6698 | 0.8184 |
140
+ | No log | 9.8889 | 178 | 0.6122 | 0.4438 | 0.6122 | 0.7824 |
141
+ | No log | 10.0 | 180 | 0.6072 | 0.4419 | 0.6072 | 0.7792 |
142
+ | No log | 10.1111 | 182 | 0.6816 | 0.3843 | 0.6816 | 0.8256 |
143
+ | No log | 10.2222 | 184 | 0.6902 | 0.3843 | 0.6902 | 0.8308 |
144
+ | No log | 10.3333 | 186 | 0.6156 | 0.3942 | 0.6156 | 0.7846 |
145
+ | No log | 10.4444 | 188 | 0.6053 | 0.4257 | 0.6053 | 0.7780 |
146
+ | No log | 10.5556 | 190 | 0.6108 | 0.4470 | 0.6108 | 0.7816 |
147
+ | No log | 10.6667 | 192 | 0.6393 | 0.4397 | 0.6393 | 0.7996 |
148
+ | No log | 10.7778 | 194 | 0.7008 | 0.4408 | 0.7008 | 0.8371 |
149
+ | No log | 10.8889 | 196 | 0.6832 | 0.4227 | 0.6832 | 0.8265 |
150
+ | No log | 11.0 | 198 | 0.6195 | 0.5003 | 0.6195 | 0.7871 |
151
+ | No log | 11.1111 | 200 | 0.6175 | 0.4953 | 0.6175 | 0.7858 |
152
+ | No log | 11.2222 | 202 | 0.6515 | 0.3769 | 0.6515 | 0.8071 |
153
+ | No log | 11.3333 | 204 | 0.6763 | 0.3221 | 0.6763 | 0.8224 |
154
+ | No log | 11.4444 | 206 | 0.7074 | 0.3590 | 0.7074 | 0.8410 |
155
+ | No log | 11.5556 | 208 | 0.6205 | 0.4413 | 0.6205 | 0.7877 |
156
+ | No log | 11.6667 | 210 | 0.6035 | 0.4105 | 0.6035 | 0.7768 |
157
+ | No log | 11.7778 | 212 | 0.6114 | 0.4505 | 0.6114 | 0.7819 |
158
+ | No log | 11.8889 | 214 | 0.6267 | 0.4067 | 0.6267 | 0.7916 |
159
+ | No log | 12.0 | 216 | 0.6770 | 0.4036 | 0.6770 | 0.8228 |
160
+ | No log | 12.1111 | 218 | 0.6535 | 0.3891 | 0.6535 | 0.8084 |
161
+ | No log | 12.2222 | 220 | 0.6547 | 0.3441 | 0.6547 | 0.8092 |
162
+ | No log | 12.3333 | 222 | 0.6838 | 0.3842 | 0.6838 | 0.8269 |
163
+ | No log | 12.4444 | 224 | 0.7114 | 0.3936 | 0.7114 | 0.8435 |
164
+ | No log | 12.5556 | 226 | 0.6372 | 0.4358 | 0.6372 | 0.7982 |
165
+ | No log | 12.6667 | 228 | 0.6183 | 0.3964 | 0.6183 | 0.7863 |
166
+ | No log | 12.7778 | 230 | 0.6104 | 0.4768 | 0.6104 | 0.7813 |
167
+ | No log | 12.8889 | 232 | 0.6507 | 0.3287 | 0.6507 | 0.8067 |
168
+ | No log | 13.0 | 234 | 0.8082 | 0.3822 | 0.8082 | 0.8990 |
169
+ | No log | 13.1111 | 236 | 0.8165 | 0.3822 | 0.8165 | 0.9036 |
170
+ | No log | 13.2222 | 238 | 0.6693 | 0.3287 | 0.6693 | 0.8181 |
171
+ | No log | 13.3333 | 240 | 0.6292 | 0.4895 | 0.6292 | 0.7932 |
172
+ | No log | 13.4444 | 242 | 0.6215 | 0.3729 | 0.6215 | 0.7883 |
173
+ | No log | 13.5556 | 244 | 0.6260 | 0.3754 | 0.6260 | 0.7912 |
174
+ | No log | 13.6667 | 246 | 0.6185 | 0.4752 | 0.6185 | 0.7865 |
175
+ | No log | 13.7778 | 248 | 0.7082 | 0.3843 | 0.7082 | 0.8415 |
176
+ | No log | 13.8889 | 250 | 0.7596 | 0.4014 | 0.7596 | 0.8716 |
177
+ | No log | 14.0 | 252 | 0.7005 | 0.3677 | 0.7005 | 0.8369 |
178
+ | No log | 14.1111 | 254 | 0.6942 | 0.3700 | 0.6942 | 0.8332 |
179
+ | No log | 14.2222 | 256 | 0.6775 | 0.3640 | 0.6775 | 0.8231 |
180
+ | No log | 14.3333 | 258 | 0.6850 | 0.3640 | 0.6850 | 0.8277 |
181
+ | No log | 14.4444 | 260 | 0.7300 | 0.3843 | 0.7300 | 0.8544 |
182
+ | No log | 14.5556 | 262 | 0.7808 | 0.3770 | 0.7808 | 0.8836 |
183
+ | No log | 14.6667 | 264 | 0.7598 | 0.3770 | 0.7598 | 0.8717 |
184
+ | No log | 14.7778 | 266 | 0.7308 | 0.4036 | 0.7308 | 0.8548 |
185
+ | No log | 14.8889 | 268 | 0.7113 | 0.3590 | 0.7113 | 0.8434 |
186
+ | No log | 15.0 | 270 | 0.6728 | 0.4001 | 0.6728 | 0.8202 |
187
+ | No log | 15.1111 | 272 | 0.6569 | 0.4753 | 0.6569 | 0.8105 |
188
+ | No log | 15.2222 | 274 | 0.6452 | 0.4418 | 0.6452 | 0.8033 |
189
+ | No log | 15.3333 | 276 | 0.6295 | 0.4555 | 0.6295 | 0.7934 |
190
+ | No log | 15.4444 | 278 | 0.6298 | 0.4576 | 0.6298 | 0.7936 |
191
+ | No log | 15.5556 | 280 | 0.6352 | 0.4352 | 0.6352 | 0.7970 |
192
+ | No log | 15.6667 | 282 | 0.6679 | 0.4352 | 0.6679 | 0.8172 |
193
+ | No log | 15.7778 | 284 | 0.6677 | 0.3425 | 0.6677 | 0.8171 |
194
+ | No log | 15.8889 | 286 | 0.6444 | 0.4114 | 0.6444 | 0.8028 |
195
+ | No log | 16.0 | 288 | 0.6533 | 0.4285 | 0.6533 | 0.8083 |
196
+ | No log | 16.1111 | 290 | 0.6384 | 0.4285 | 0.6384 | 0.7990 |
197
+ | No log | 16.2222 | 292 | 0.6044 | 0.4222 | 0.6044 | 0.7775 |
198
+ | No log | 16.3333 | 294 | 0.7067 | 0.3732 | 0.7067 | 0.8407 |
199
+ | No log | 16.4444 | 296 | 0.7693 | 0.4038 | 0.7693 | 0.8771 |
200
+ | No log | 16.5556 | 298 | 0.6960 | 0.3195 | 0.6960 | 0.8343 |
201
+ | No log | 16.6667 | 300 | 0.5901 | 0.4610 | 0.5901 | 0.7682 |
202
+ | No log | 16.7778 | 302 | 0.5841 | 0.3889 | 0.5841 | 0.7643 |
203
+ | No log | 16.8889 | 304 | 0.5816 | 0.3808 | 0.5816 | 0.7626 |
204
+ | No log | 17.0 | 306 | 0.6157 | 0.4337 | 0.6157 | 0.7847 |
205
+ | No log | 17.1111 | 308 | 0.6658 | 0.3656 | 0.6658 | 0.8160 |
206
+ | No log | 17.2222 | 310 | 0.6569 | 0.3723 | 0.6569 | 0.8105 |
207
+ | No log | 17.3333 | 312 | 0.6295 | 0.4701 | 0.6295 | 0.7934 |
208
+ | No log | 17.4444 | 314 | 0.6422 | 0.4278 | 0.6422 | 0.8014 |
209
+ | No log | 17.5556 | 316 | 0.6885 | 0.3329 | 0.6885 | 0.8298 |
210
+ | No log | 17.6667 | 318 | 0.7451 | 0.3822 | 0.7451 | 0.8632 |
211
+ | No log | 17.7778 | 320 | 0.7703 | 0.3822 | 0.7703 | 0.8777 |
212
+ | No log | 17.8889 | 322 | 0.6907 | 0.3393 | 0.6907 | 0.8311 |
213
+ | No log | 18.0 | 324 | 0.6392 | 0.3603 | 0.6392 | 0.7995 |
214
+ | No log | 18.1111 | 326 | 0.6497 | 0.4068 | 0.6497 | 0.8061 |
215
+ | No log | 18.2222 | 328 | 0.6515 | 0.3691 | 0.6515 | 0.8072 |
216
+ | No log | 18.3333 | 330 | 0.6720 | 0.3401 | 0.6720 | 0.8197 |
217
+ | No log | 18.4444 | 332 | 0.7046 | 0.3590 | 0.7046 | 0.8394 |
218
+ | No log | 18.5556 | 334 | 0.6900 | 0.3482 | 0.6900 | 0.8307 |
219
+ | No log | 18.6667 | 336 | 0.6614 | 0.3554 | 0.6614 | 0.8132 |
220
+ | No log | 18.7778 | 338 | 0.6726 | 0.3554 | 0.6726 | 0.8201 |
221
+ | No log | 18.8889 | 340 | 0.6889 | 0.3489 | 0.6889 | 0.8300 |
222
+ | No log | 19.0 | 342 | 0.7312 | 0.3470 | 0.7312 | 0.8551 |
223
+ | No log | 19.1111 | 344 | 0.7399 | 0.3106 | 0.7399 | 0.8602 |
224
+ | No log | 19.2222 | 346 | 0.6791 | 0.3679 | 0.6791 | 0.8241 |
225
+ | No log | 19.3333 | 348 | 0.6630 | 0.3613 | 0.6630 | 0.8143 |
226
+ | No log | 19.4444 | 350 | 0.6351 | 0.4051 | 0.6351 | 0.7969 |
227
+ | No log | 19.5556 | 352 | 0.6185 | 0.4051 | 0.6185 | 0.7865 |
228
+ | No log | 19.6667 | 354 | 0.5994 | 0.4377 | 0.5994 | 0.7742 |
229
+ | No log | 19.7778 | 356 | 0.6163 | 0.3931 | 0.6163 | 0.7851 |
230
+ | No log | 19.8889 | 358 | 0.6339 | 0.4176 | 0.6339 | 0.7962 |
231
+ | No log | 20.0 | 360 | 0.6413 | 0.3971 | 0.6413 | 0.8008 |
232
+ | No log | 20.1111 | 362 | 0.6060 | 0.4176 | 0.6060 | 0.7785 |
233
+ | No log | 20.2222 | 364 | 0.6352 | 0.3971 | 0.6352 | 0.7970 |
234
+ | No log | 20.3333 | 366 | 0.7129 | 0.3669 | 0.7129 | 0.8443 |
235
+ | No log | 20.4444 | 368 | 0.7090 | 0.3463 | 0.7090 | 0.8420 |
236
+ | No log | 20.5556 | 370 | 0.6589 | 0.3732 | 0.6589 | 0.8117 |
237
+ | No log | 20.6667 | 372 | 0.6684 | 0.3248 | 0.6684 | 0.8175 |
238
+ | No log | 20.7778 | 374 | 0.6913 | 0.3615 | 0.6913 | 0.8315 |
239
+ | No log | 20.8889 | 376 | 0.7122 | 0.3032 | 0.7122 | 0.8439 |
240
+ | No log | 21.0 | 378 | 0.7435 | 0.3344 | 0.7435 | 0.8622 |
241
+ | No log | 21.1111 | 380 | 0.7156 | 0.3866 | 0.7156 | 0.8459 |
242
+ | No log | 21.2222 | 382 | 0.7177 | 0.3526 | 0.7177 | 0.8472 |
243
+ | No log | 21.3333 | 384 | 0.7230 | 0.3648 | 0.7230 | 0.8503 |
244
+ | No log | 21.4444 | 386 | 0.6521 | 0.4374 | 0.6521 | 0.8075 |
245
+ | No log | 21.5556 | 388 | 0.6092 | 0.4402 | 0.6092 | 0.7805 |
246
+ | No log | 21.6667 | 390 | 0.6060 | 0.4299 | 0.6060 | 0.7785 |
247
+ | No log | 21.7778 | 392 | 0.6071 | 0.4828 | 0.6071 | 0.7792 |
248
+ | No log | 21.8889 | 394 | 0.6769 | 0.3746 | 0.6769 | 0.8227 |
249
+ | No log | 22.0 | 396 | 0.8222 | 0.3688 | 0.8222 | 0.9068 |
250
+ | No log | 22.1111 | 398 | 0.8852 | 0.3403 | 0.8852 | 0.9409 |
251
+ | No log | 22.2222 | 400 | 0.7850 | 0.3520 | 0.7850 | 0.8860 |
252
+ | No log | 22.3333 | 402 | 0.6722 | 0.3121 | 0.6722 | 0.8199 |
253
+ | No log | 22.4444 | 404 | 0.6313 | 0.4378 | 0.6313 | 0.7945 |
254
+ | No log | 22.5556 | 406 | 0.6368 | 0.4659 | 0.6368 | 0.7980 |
255
+ | No log | 22.6667 | 408 | 0.6651 | 0.3458 | 0.6651 | 0.8156 |
256
+ | No log | 22.7778 | 410 | 0.8287 | 0.3679 | 0.8287 | 0.9103 |
257
+ | No log | 22.8889 | 412 | 0.9932 | 0.3936 | 0.9932 | 0.9966 |
258
+ | No log | 23.0 | 414 | 0.9294 | 0.4217 | 0.9294 | 0.9641 |
259
+ | No log | 23.1111 | 416 | 0.7734 | 0.4273 | 0.7734 | 0.8794 |
260
+ | No log | 23.2222 | 418 | 0.7099 | 0.3395 | 0.7099 | 0.8426 |
261
+ | No log | 23.3333 | 420 | 0.7055 | 0.3433 | 0.7055 | 0.8399 |
262
+ | No log | 23.4444 | 422 | 0.6746 | 0.3284 | 0.6746 | 0.8214 |
263
+ | No log | 23.5556 | 424 | 0.6675 | 0.3723 | 0.6675 | 0.8170 |
264
+ | No log | 23.6667 | 426 | 0.6870 | 0.3183 | 0.6870 | 0.8289 |
265
+ | No log | 23.7778 | 428 | 0.6729 | 0.3544 | 0.6729 | 0.8203 |
266
+ | No log | 23.8889 | 430 | 0.6605 | 0.3399 | 0.6605 | 0.8127 |
267
+ | No log | 24.0 | 432 | 0.6570 | 0.3545 | 0.6570 | 0.8105 |
268
+ | No log | 24.1111 | 434 | 0.6628 | 0.4212 | 0.6628 | 0.8141 |
269
+ | No log | 24.2222 | 436 | 0.6928 | 0.4212 | 0.6928 | 0.8323 |
270
+ | No log | 24.3333 | 438 | 0.8041 | 0.2892 | 0.8041 | 0.8967 |
271
+ | No log | 24.4444 | 440 | 0.9869 | 0.3284 | 0.9869 | 0.9934 |
272
+ | No log | 24.5556 | 442 | 0.9882 | 0.3233 | 0.9882 | 0.9941 |
273
+ | No log | 24.6667 | 444 | 0.9123 | 0.3650 | 0.9123 | 0.9551 |
274
+ | No log | 24.7778 | 446 | 0.8404 | 0.2934 | 0.8404 | 0.9167 |
275
+ | No log | 24.8889 | 448 | 0.7442 | 0.3256 | 0.7442 | 0.8627 |
276
+ | No log | 25.0 | 450 | 0.7011 | 0.3699 | 0.7011 | 0.8373 |
277
+ | No log | 25.1111 | 452 | 0.6625 | 0.3032 | 0.6625 | 0.8139 |
278
+ | No log | 25.2222 | 454 | 0.6148 | 0.4267 | 0.6148 | 0.7841 |
279
+ | No log | 25.3333 | 456 | 0.5909 | 0.4136 | 0.5909 | 0.7687 |
280
+ | No log | 25.4444 | 458 | 0.5871 | 0.4402 | 0.5871 | 0.7663 |
281
+ | No log | 25.5556 | 460 | 0.6003 | 0.4267 | 0.6003 | 0.7748 |
282
+ | No log | 25.6667 | 462 | 0.6486 | 0.3662 | 0.6486 | 0.8053 |
283
+ | No log | 25.7778 | 464 | 0.6899 | 0.3630 | 0.6899 | 0.8306 |
284
+ | No log | 25.8889 | 466 | 0.7124 | 0.3256 | 0.7124 | 0.8440 |
285
+ | No log | 26.0 | 468 | 0.7657 | 0.3134 | 0.7657 | 0.8750 |
286
+ | No log | 26.1111 | 470 | 0.7737 | 0.3456 | 0.7737 | 0.8796 |
287
+ | No log | 26.2222 | 472 | 0.7455 | 0.3609 | 0.7455 | 0.8634 |
288
+ | No log | 26.3333 | 474 | 0.7323 | 0.3409 | 0.7323 | 0.8558 |
289
+ | No log | 26.4444 | 476 | 0.7502 | 0.3344 | 0.7502 | 0.8662 |
290
+ | No log | 26.5556 | 478 | 0.7781 | 0.3194 | 0.7781 | 0.8821 |
291
+ | No log | 26.6667 | 480 | 0.7507 | 0.3256 | 0.7507 | 0.8664 |
292
+ | No log | 26.7778 | 482 | 0.7245 | 0.3169 | 0.7245 | 0.8512 |
293
+ | No log | 26.8889 | 484 | 0.7153 | 0.2967 | 0.7153 | 0.8458 |
294
+ | No log | 27.0 | 486 | 0.7006 | 0.3518 | 0.7006 | 0.8370 |
295
+ | No log | 27.1111 | 488 | 0.6734 | 0.3755 | 0.6734 | 0.8206 |
296
+ | No log | 27.2222 | 490 | 0.6435 | 0.3197 | 0.6435 | 0.8022 |
297
+ | No log | 27.3333 | 492 | 0.6308 | 0.3604 | 0.6308 | 0.7942 |
298
+ | No log | 27.4444 | 494 | 0.6292 | 0.3863 | 0.6292 | 0.7932 |
299
+ | No log | 27.5556 | 496 | 0.6318 | 0.4613 | 0.6318 | 0.7949 |
300
+ | No log | 27.6667 | 498 | 0.6398 | 0.3574 | 0.6398 | 0.7999 |
301
+ | 0.2746 | 27.7778 | 500 | 0.6658 | 0.4103 | 0.6658 | 0.8160 |
302
+ | 0.2746 | 27.8889 | 502 | 0.7796 | 0.3068 | 0.7796 | 0.8829 |
303
+ | 0.2746 | 28.0 | 504 | 0.8717 | 0.3403 | 0.8717 | 0.9337 |
304
+ | 0.2746 | 28.1111 | 506 | 0.8134 | 0.3274 | 0.8134 | 0.9019 |
305
+ | 0.2746 | 28.2222 | 508 | 0.7296 | 0.3001 | 0.7296 | 0.8542 |
306
+ | 0.2746 | 28.3333 | 510 | 0.6723 | 0.3769 | 0.6723 | 0.8200 |
307
 
308
 
309
  ### Framework versions