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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k11_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_run3_AugV5_k10_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_run3_AugV5_k10_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: 0.6059
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- - Qwk: 0.4659
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- - Mse: 0.6059
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- - Rmse: 0.7784
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  ## Model description
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@@ -49,264 +49,261 @@ 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 | 0.0571 | 2 | 2.5203 | -0.0109 | 2.5203 | 1.5875 |
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- | No log | 0.1143 | 4 | 1.2409 | 0.0991 | 1.2409 | 1.1140 |
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- | No log | 0.1714 | 6 | 1.0130 | -0.0970 | 1.0130 | 1.0065 |
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- | No log | 0.2286 | 8 | 1.0163 | -0.1163 | 1.0163 | 1.0081 |
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- | No log | 0.2857 | 10 | 1.0262 | -0.0269 | 1.0262 | 1.0130 |
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- | No log | 0.3429 | 12 | 1.0610 | -0.1278 | 1.0610 | 1.0301 |
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- | No log | 0.4 | 14 | 1.0005 | -0.0907 | 1.0005 | 1.0003 |
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- | No log | 0.4571 | 16 | 0.8764 | 0.0 | 0.8764 | 0.9361 |
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- | No log | 0.5143 | 18 | 0.8490 | 0.0 | 0.8490 | 0.9214 |
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- | No log | 0.5714 | 20 | 0.8951 | 0.0 | 0.8951 | 0.9461 |
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- | No log | 0.6286 | 22 | 0.9469 | -0.0426 | 0.9469 | 0.9731 |
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- | No log | 0.6857 | 24 | 1.0005 | 0.0547 | 1.0005 | 1.0003 |
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- | No log | 0.7429 | 26 | 0.9631 | -0.0228 | 0.9631 | 0.9814 |
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- | No log | 0.8 | 28 | 0.8388 | 0.0053 | 0.8388 | 0.9158 |
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- | No log | 0.8571 | 30 | 0.7682 | 0.1983 | 0.7682 | 0.8764 |
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- | No log | 0.9143 | 32 | 0.8276 | 0.0688 | 0.8276 | 0.9097 |
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- | No log | 0.9714 | 34 | 0.8928 | 0.0460 | 0.8928 | 0.9449 |
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- | No log | 1.0286 | 36 | 0.8261 | 0.0889 | 0.8261 | 0.9089 |
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- | No log | 1.0857 | 38 | 0.7507 | 0.0717 | 0.7507 | 0.8664 |
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- | No log | 1.1429 | 40 | 0.7058 | 0.0327 | 0.7058 | 0.8401 |
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- | No log | 1.2 | 42 | 0.7488 | 0.0889 | 0.7488 | 0.8653 |
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- | No log | 1.2571 | 44 | 0.7746 | 0.0846 | 0.7746 | 0.8801 |
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- | No log | 1.3143 | 46 | 0.7402 | 0.1139 | 0.7402 | 0.8603 |
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- | No log | 1.3714 | 48 | 0.7431 | 0.1660 | 0.7431 | 0.8620 |
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- | No log | 1.4286 | 50 | 0.7937 | 0.1327 | 0.7937 | 0.8909 |
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- | No log | 1.4857 | 52 | 0.8251 | 0.0944 | 0.8251 | 0.9083 |
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- | No log | 1.5429 | 54 | 0.9484 | 0.0600 | 0.9484 | 0.9739 |
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- | No log | 1.6 | 56 | 0.9898 | -0.0076 | 0.9898 | 0.9949 |
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- | No log | 1.6571 | 58 | 0.9457 | -0.0148 | 0.9457 | 0.9725 |
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- | No log | 1.7143 | 60 | 0.8791 | 0.2109 | 0.8791 | 0.9376 |
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- | No log | 1.7714 | 62 | 0.8863 | 0.2408 | 0.8863 | 0.9414 |
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- | No log | 1.8286 | 64 | 0.8285 | 0.1739 | 0.8285 | 0.9102 |
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- | No log | 1.8857 | 66 | 0.7029 | 0.2087 | 0.7029 | 0.8384 |
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- | No log | 1.9429 | 68 | 0.6871 | 0.1903 | 0.6871 | 0.8289 |
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- | No log | 2.0 | 70 | 0.6790 | 0.1903 | 0.6790 | 0.8240 |
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- | No log | 2.0571 | 72 | 0.6874 | 0.1903 | 0.6874 | 0.8291 |
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- | No log | 2.1143 | 74 | 0.6966 | 0.1903 | 0.6966 | 0.8346 |
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- | No log | 2.1714 | 76 | 0.7093 | 0.1903 | 0.7093 | 0.8422 |
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- | No log | 2.2286 | 78 | 0.7715 | 0.2205 | 0.7715 | 0.8783 |
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- | No log | 2.2857 | 80 | 0.9874 | 0.1609 | 0.9874 | 0.9937 |
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- | No log | 2.3429 | 82 | 1.0042 | 0.1843 | 1.0042 | 1.0021 |
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- | No log | 2.4 | 84 | 1.0392 | 0.2316 | 1.0392 | 1.0194 |
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- | No log | 2.4571 | 86 | 0.8782 | 0.2942 | 0.8782 | 0.9371 |
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- | No log | 2.5143 | 88 | 0.7224 | 0.3745 | 0.7224 | 0.8499 |
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- | No log | 2.5714 | 90 | 0.7118 | 0.3072 | 0.7118 | 0.8437 |
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- | No log | 2.6286 | 92 | 0.7171 | 0.3039 | 0.7171 | 0.8468 |
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- | No log | 2.6857 | 94 | 0.6861 | 0.2930 | 0.6861 | 0.8283 |
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- | No log | 2.7429 | 96 | 0.6773 | 0.2930 | 0.6773 | 0.8230 |
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- | No log | 2.8 | 98 | 0.6664 | 0.3243 | 0.6664 | 0.8163 |
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- | No log | 2.8571 | 100 | 0.6230 | 0.3039 | 0.6230 | 0.7893 |
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- | No log | 2.9143 | 102 | 0.6526 | 0.3477 | 0.6526 | 0.8079 |
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- | No log | 2.9714 | 104 | 0.6853 | 0.4259 | 0.6853 | 0.8279 |
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- | No log | 3.0286 | 106 | 0.7183 | 0.3754 | 0.7183 | 0.8475 |
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- | No log | 3.0857 | 108 | 0.6427 | 0.3729 | 0.6427 | 0.8017 |
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- | No log | 3.1429 | 110 | 0.6464 | 0.3728 | 0.6464 | 0.8040 |
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- | No log | 3.2 | 112 | 0.7152 | 0.3996 | 0.7152 | 0.8457 |
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- | No log | 3.2571 | 114 | 0.6876 | 0.3594 | 0.6876 | 0.8292 |
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- | No log | 3.3143 | 116 | 0.6660 | 0.1923 | 0.6660 | 0.8161 |
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- | No log | 3.3714 | 118 | 0.6675 | 0.2488 | 0.6675 | 0.8170 |
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- | No log | 3.4286 | 120 | 0.6188 | 0.3225 | 0.6188 | 0.7866 |
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- | No log | 3.4857 | 122 | 0.6835 | 0.4602 | 0.6835 | 0.8268 |
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- | No log | 3.5429 | 124 | 0.8915 | 0.3790 | 0.8915 | 0.9442 |
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- | No log | 3.6 | 126 | 0.9186 | 0.3946 | 0.9186 | 0.9584 |
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- | No log | 3.6571 | 128 | 0.7155 | 0.3452 | 0.7155 | 0.8459 |
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- | No log | 3.7143 | 130 | 0.7285 | 0.2998 | 0.7285 | 0.8535 |
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- | No log | 3.7714 | 132 | 0.8036 | 0.3227 | 0.8036 | 0.8965 |
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- | No log | 3.8286 | 134 | 0.7582 | 0.2652 | 0.7582 | 0.8708 |
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- | No log | 3.8857 | 136 | 0.8586 | 0.3137 | 0.8586 | 0.9266 |
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- | No log | 3.9429 | 138 | 0.7542 | 0.2926 | 0.7542 | 0.8684 |
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- | No log | 4.0 | 140 | 0.6479 | 0.3478 | 0.6479 | 0.8049 |
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- | No log | 4.0571 | 142 | 0.7575 | 0.4014 | 0.7575 | 0.8703 |
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- | No log | 4.1143 | 144 | 0.8712 | 0.3822 | 0.8712 | 0.9334 |
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- | No log | 4.1714 | 146 | 0.7859 | 0.3891 | 0.7859 | 0.8865 |
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- | No log | 4.2286 | 148 | 0.7016 | 0.3530 | 0.7016 | 0.8376 |
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- | No log | 4.2857 | 150 | 0.8330 | 0.3686 | 0.8330 | 0.9127 |
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- | No log | 4.3429 | 152 | 0.9218 | 0.2971 | 0.9218 | 0.9601 |
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- | No log | 4.4 | 154 | 0.8066 | 0.3686 | 0.8066 | 0.8981 |
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- | No log | 4.4571 | 156 | 0.7033 | 0.3902 | 0.7033 | 0.8386 |
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- | No log | 4.5143 | 158 | 0.6925 | 0.4514 | 0.6925 | 0.8321 |
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- | No log | 4.5714 | 160 | 0.7586 | 0.4486 | 0.7586 | 0.8710 |
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- | No log | 4.6286 | 162 | 0.7251 | 0.4631 | 0.7251 | 0.8515 |
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- | No log | 4.6857 | 164 | 0.6368 | 0.3340 | 0.6368 | 0.7980 |
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- | No log | 4.7429 | 166 | 0.6251 | 0.2878 | 0.6251 | 0.7907 |
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- | No log | 4.8 | 168 | 0.6148 | 0.3426 | 0.6148 | 0.7841 |
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- | No log | 4.8571 | 170 | 0.6351 | 0.4163 | 0.6351 | 0.7969 |
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- | No log | 4.9143 | 172 | 0.7486 | 0.4993 | 0.7486 | 0.8652 |
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- | No log | 4.9714 | 174 | 0.7301 | 0.5632 | 0.7301 | 0.8544 |
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- | No log | 5.0286 | 176 | 0.6070 | 0.5786 | 0.6070 | 0.7791 |
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- | No log | 5.0857 | 178 | 0.5813 | 0.5238 | 0.5813 | 0.7624 |
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- | No log | 5.1429 | 180 | 0.5910 | 0.48 | 0.5910 | 0.7687 |
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- | No log | 5.2 | 182 | 0.6047 | 0.4568 | 0.6047 | 0.7776 |
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- | No log | 5.2571 | 184 | 0.5928 | 0.5020 | 0.5928 | 0.7699 |
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- | No log | 5.3143 | 186 | 0.5661 | 0.5133 | 0.5661 | 0.7524 |
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- | No log | 5.3714 | 188 | 0.5878 | 0.5081 | 0.5878 | 0.7667 |
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- | No log | 5.4286 | 190 | 0.6089 | 0.4703 | 0.6089 | 0.7803 |
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- | No log | 5.4857 | 192 | 0.5843 | 0.4661 | 0.5843 | 0.7644 |
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- | No log | 5.5429 | 194 | 0.6047 | 0.4830 | 0.6047 | 0.7776 |
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- | No log | 5.6 | 196 | 0.6013 | 0.5142 | 0.6013 | 0.7754 |
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- | No log | 5.6571 | 198 | 0.6052 | 0.4659 | 0.6052 | 0.7779 |
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- | No log | 5.7143 | 200 | 0.6348 | 0.4845 | 0.6348 | 0.7967 |
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- | No log | 5.7714 | 202 | 0.6500 | 0.4916 | 0.6500 | 0.8062 |
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- | No log | 5.8286 | 204 | 0.6249 | 0.4393 | 0.6249 | 0.7905 |
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- | No log | 5.8857 | 206 | 0.6087 | 0.4444 | 0.6087 | 0.7802 |
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- | No log | 5.9429 | 208 | 0.6083 | 0.4361 | 0.6083 | 0.7799 |
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- | No log | 6.0 | 210 | 0.6326 | 0.3320 | 0.6326 | 0.7953 |
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- | No log | 6.0571 | 212 | 0.6706 | 0.4091 | 0.6706 | 0.8189 |
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- | No log | 6.1143 | 214 | 0.6637 | 0.3747 | 0.6637 | 0.8147 |
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- | No log | 6.1714 | 216 | 0.6168 | 0.4114 | 0.6168 | 0.7853 |
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- | No log | 6.2286 | 218 | 0.6002 | 0.3809 | 0.6002 | 0.7747 |
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- | No log | 6.2857 | 220 | 0.6131 | 0.3945 | 0.6131 | 0.7830 |
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- | No log | 6.3429 | 222 | 0.6488 | 0.4158 | 0.6488 | 0.8055 |
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- | No log | 6.4 | 224 | 0.6282 | 0.3894 | 0.6282 | 0.7926 |
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- | No log | 6.4571 | 226 | 0.5892 | 0.3837 | 0.5892 | 0.7676 |
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- | No log | 6.5143 | 228 | 0.5778 | 0.3995 | 0.5778 | 0.7601 |
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- | No log | 6.5714 | 230 | 0.5706 | 0.4322 | 0.5706 | 0.7554 |
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- | No log | 6.6286 | 232 | 0.5883 | 0.4128 | 0.5883 | 0.7670 |
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- | No log | 6.6857 | 234 | 0.5904 | 0.4348 | 0.5904 | 0.7684 |
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- | No log | 6.7429 | 236 | 0.6196 | 0.4486 | 0.6196 | 0.7872 |
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- | No log | 6.8 | 238 | 0.6330 | 0.4907 | 0.6330 | 0.7956 |
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- | No log | 6.8571 | 240 | 0.6151 | 0.5167 | 0.6151 | 0.7843 |
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- | No log | 6.9143 | 242 | 0.6126 | 0.4581 | 0.6126 | 0.7827 |
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- | No log | 6.9714 | 244 | 0.7749 | 0.4222 | 0.7749 | 0.8803 |
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- | No log | 7.0286 | 246 | 0.8190 | 0.4177 | 0.8190 | 0.9050 |
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- | No log | 7.0857 | 248 | 0.6720 | 0.4761 | 0.6720 | 0.8197 |
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- | No log | 7.1429 | 250 | 0.5928 | 0.4820 | 0.5928 | 0.7700 |
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- | No log | 7.2 | 252 | 0.6922 | 0.5293 | 0.6922 | 0.8320 |
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- | No log | 7.2571 | 254 | 0.6849 | 0.5293 | 0.6849 | 0.8276 |
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- | No log | 7.3143 | 256 | 0.6302 | 0.5032 | 0.6302 | 0.7938 |
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- | No log | 7.3714 | 258 | 0.5889 | 0.4719 | 0.5889 | 0.7674 |
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- | No log | 7.4286 | 260 | 0.5888 | 0.4801 | 0.5888 | 0.7673 |
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- | No log | 7.4857 | 262 | 0.6048 | 0.4719 | 0.6048 | 0.7777 |
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- | No log | 7.5429 | 264 | 0.6089 | 0.4619 | 0.6089 | 0.7803 |
184
- | No log | 7.6 | 266 | 0.6409 | 0.4731 | 0.6409 | 0.8006 |
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- | No log | 7.6571 | 268 | 0.6391 | 0.4696 | 0.6391 | 0.7995 |
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- | No log | 7.7143 | 270 | 0.7468 | 0.5185 | 0.7468 | 0.8642 |
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- | No log | 7.7714 | 272 | 0.8344 | 0.4752 | 0.8344 | 0.9135 |
188
- | No log | 7.8286 | 274 | 0.8087 | 0.4334 | 0.8087 | 0.8993 |
189
- | No log | 7.8857 | 276 | 0.6803 | 0.4582 | 0.6803 | 0.8248 |
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- | No log | 7.9429 | 278 | 0.6555 | 0.5111 | 0.6555 | 0.8096 |
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- | No log | 8.0 | 280 | 0.7005 | 0.5444 | 0.7005 | 0.8369 |
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- | No log | 8.0571 | 282 | 0.7615 | 0.4785 | 0.7615 | 0.8726 |
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- | No log | 8.1143 | 284 | 0.8201 | 0.5377 | 0.8201 | 0.9056 |
194
- | No log | 8.1714 | 286 | 0.8075 | 0.4888 | 0.8075 | 0.8986 |
195
- | No log | 8.2286 | 288 | 0.7282 | 0.4966 | 0.7282 | 0.8533 |
196
- | No log | 8.2857 | 290 | 0.6085 | 0.4789 | 0.6085 | 0.7801 |
197
- | No log | 8.3429 | 292 | 0.6071 | 0.4599 | 0.6071 | 0.7792 |
198
- | No log | 8.4 | 294 | 0.6192 | 0.4189 | 0.6192 | 0.7869 |
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- | No log | 8.4571 | 296 | 0.5783 | 0.4992 | 0.5783 | 0.7605 |
200
- | No log | 8.5143 | 298 | 0.6210 | 0.5342 | 0.6210 | 0.7881 |
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- | No log | 8.5714 | 300 | 0.6881 | 0.5008 | 0.6881 | 0.8295 |
202
- | No log | 8.6286 | 302 | 0.6487 | 0.5495 | 0.6487 | 0.8054 |
203
- | No log | 8.6857 | 304 | 0.6041 | 0.5363 | 0.6041 | 0.7772 |
204
- | No log | 8.7429 | 306 | 0.6430 | 0.4895 | 0.6430 | 0.8019 |
205
- | No log | 8.8 | 308 | 0.6354 | 0.4833 | 0.6354 | 0.7971 |
206
- | No log | 8.8571 | 310 | 0.6063 | 0.5190 | 0.6063 | 0.7786 |
207
- | No log | 8.9143 | 312 | 0.6187 | 0.5262 | 0.6187 | 0.7866 |
208
- | No log | 8.9714 | 314 | 0.5996 | 0.5256 | 0.5996 | 0.7744 |
209
- | No log | 9.0286 | 316 | 0.5794 | 0.4562 | 0.5794 | 0.7612 |
210
- | No log | 9.0857 | 318 | 0.5861 | 0.5034 | 0.5861 | 0.7656 |
211
- | No log | 9.1429 | 320 | 0.6355 | 0.5495 | 0.6355 | 0.7972 |
212
- | No log | 9.2 | 322 | 0.6312 | 0.5495 | 0.6312 | 0.7945 |
213
- | No log | 9.2571 | 324 | 0.5912 | 0.5617 | 0.5912 | 0.7689 |
214
- | No log | 9.3143 | 326 | 0.5684 | 0.5254 | 0.5684 | 0.7539 |
215
- | No log | 9.3714 | 328 | 0.5705 | 0.4789 | 0.5705 | 0.7553 |
216
- | No log | 9.4286 | 330 | 0.5767 | 0.4932 | 0.5767 | 0.7594 |
217
- | No log | 9.4857 | 332 | 0.5892 | 0.5640 | 0.5892 | 0.7676 |
218
- | No log | 9.5429 | 334 | 0.5989 | 0.5899 | 0.5989 | 0.7739 |
219
- | No log | 9.6 | 336 | 0.5944 | 0.5725 | 0.5944 | 0.7709 |
220
- | No log | 9.6571 | 338 | 0.5877 | 0.5067 | 0.5877 | 0.7666 |
221
- | No log | 9.7143 | 340 | 0.5802 | 0.4731 | 0.5802 | 0.7617 |
222
- | No log | 9.7714 | 342 | 0.5681 | 0.4789 | 0.5681 | 0.7537 |
223
- | No log | 9.8286 | 344 | 0.5658 | 0.5662 | 0.5658 | 0.7522 |
224
- | No log | 9.8857 | 346 | 0.6083 | 0.4782 | 0.6083 | 0.7799 |
225
- | No log | 9.9429 | 348 | 0.6008 | 0.4951 | 0.6008 | 0.7751 |
226
- | No log | 10.0 | 350 | 0.5851 | 0.5593 | 0.5851 | 0.7649 |
227
- | No log | 10.0571 | 352 | 0.5835 | 0.5444 | 0.5835 | 0.7639 |
228
- | No log | 10.1143 | 354 | 0.5994 | 0.4581 | 0.5994 | 0.7742 |
229
- | No log | 10.1714 | 356 | 0.6068 | 0.4806 | 0.6068 | 0.7789 |
230
- | No log | 10.2286 | 358 | 0.5941 | 0.5035 | 0.5941 | 0.7708 |
231
- | No log | 10.2857 | 360 | 0.5973 | 0.5019 | 0.5973 | 0.7728 |
232
- | No log | 10.3429 | 362 | 0.5904 | 0.5225 | 0.5904 | 0.7684 |
233
- | No log | 10.4 | 364 | 0.5711 | 0.5238 | 0.5711 | 0.7557 |
234
- | No log | 10.4571 | 366 | 0.5615 | 0.4771 | 0.5615 | 0.7493 |
235
- | No log | 10.5143 | 368 | 0.5823 | 0.4406 | 0.5823 | 0.7631 |
236
- | No log | 10.5714 | 370 | 0.6248 | 0.5230 | 0.6248 | 0.7904 |
237
- | No log | 10.6286 | 372 | 0.6200 | 0.5352 | 0.6200 | 0.7874 |
238
- | No log | 10.6857 | 374 | 0.5753 | 0.5092 | 0.5753 | 0.7585 |
239
- | No log | 10.7429 | 376 | 0.5779 | 0.5419 | 0.5779 | 0.7602 |
240
- | No log | 10.8 | 378 | 0.6176 | 0.4997 | 0.6176 | 0.7859 |
241
- | No log | 10.8571 | 380 | 0.6007 | 0.4879 | 0.6007 | 0.7751 |
242
- | No log | 10.9143 | 382 | 0.5877 | 0.5353 | 0.5877 | 0.7666 |
243
- | No log | 10.9714 | 384 | 0.5955 | 0.5008 | 0.5955 | 0.7717 |
244
- | No log | 11.0286 | 386 | 0.6271 | 0.5058 | 0.6271 | 0.7919 |
245
- | No log | 11.0857 | 388 | 0.6051 | 0.4675 | 0.6051 | 0.7779 |
246
- | No log | 11.1429 | 390 | 0.5838 | 0.4743 | 0.5838 | 0.7640 |
247
- | No log | 11.2 | 392 | 0.5984 | 0.4555 | 0.5984 | 0.7736 |
248
- | No log | 11.2571 | 394 | 0.6147 | 0.5081 | 0.6147 | 0.7841 |
249
- | No log | 11.3143 | 396 | 0.5995 | 0.5019 | 0.5995 | 0.7742 |
250
- | No log | 11.3714 | 398 | 0.6006 | 0.5476 | 0.6006 | 0.7750 |
251
- | No log | 11.4286 | 400 | 0.5938 | 0.5174 | 0.5938 | 0.7706 |
252
- | No log | 11.4857 | 402 | 0.5870 | 0.5238 | 0.5870 | 0.7661 |
253
- | No log | 11.5429 | 404 | 0.5874 | 0.5067 | 0.5874 | 0.7664 |
254
- | No log | 11.6 | 406 | 0.5847 | 0.5084 | 0.5847 | 0.7647 |
255
- | No log | 11.6571 | 408 | 0.5792 | 0.4856 | 0.5792 | 0.7611 |
256
- | No log | 11.7143 | 410 | 0.5692 | 0.5450 | 0.5692 | 0.7545 |
257
- | No log | 11.7714 | 412 | 0.5825 | 0.5578 | 0.5825 | 0.7632 |
258
- | No log | 11.8286 | 414 | 0.5749 | 0.5578 | 0.5749 | 0.7582 |
259
- | No log | 11.8857 | 416 | 0.5496 | 0.5184 | 0.5496 | 0.7413 |
260
- | No log | 11.9429 | 418 | 0.5617 | 0.5816 | 0.5617 | 0.7494 |
261
- | No log | 12.0 | 420 | 0.5738 | 0.5501 | 0.5738 | 0.7575 |
262
- | No log | 12.0571 | 422 | 0.5669 | 0.4719 | 0.5669 | 0.7529 |
263
- | No log | 12.1143 | 424 | 0.5658 | 0.5143 | 0.5658 | 0.7522 |
264
- | No log | 12.1714 | 426 | 0.5732 | 0.5075 | 0.5732 | 0.7571 |
265
- | No log | 12.2286 | 428 | 0.5788 | 0.5075 | 0.5788 | 0.7608 |
266
- | No log | 12.2857 | 430 | 0.5687 | 0.5075 | 0.5687 | 0.7541 |
267
- | No log | 12.3429 | 432 | 0.5578 | 0.5286 | 0.5578 | 0.7469 |
268
- | No log | 12.4 | 434 | 0.5551 | 0.5707 | 0.5551 | 0.7451 |
269
- | No log | 12.4571 | 436 | 0.5624 | 0.5352 | 0.5624 | 0.7500 |
270
- | No log | 12.5143 | 438 | 0.5794 | 0.5368 | 0.5794 | 0.7612 |
271
- | No log | 12.5714 | 440 | 0.5671 | 0.6034 | 0.5671 | 0.7531 |
272
- | No log | 12.6286 | 442 | 0.6305 | 0.5323 | 0.6305 | 0.7940 |
273
- | No log | 12.6857 | 444 | 0.7019 | 0.4805 | 0.7019 | 0.8378 |
274
- | No log | 12.7429 | 446 | 0.6757 | 0.4812 | 0.6757 | 0.8220 |
275
- | No log | 12.8 | 448 | 0.5860 | 0.5998 | 0.5860 | 0.7655 |
276
- | No log | 12.8571 | 450 | 0.5626 | 0.5093 | 0.5626 | 0.7501 |
277
- | No log | 12.9143 | 452 | 0.5661 | 0.5756 | 0.5661 | 0.7524 |
278
- | No log | 12.9714 | 454 | 0.5748 | 0.5742 | 0.5748 | 0.7581 |
279
- | No log | 13.0286 | 456 | 0.6085 | 0.5088 | 0.6085 | 0.7801 |
280
- | No log | 13.0857 | 458 | 0.6186 | 0.5013 | 0.6186 | 0.7865 |
281
- | No log | 13.1429 | 460 | 0.5877 | 0.5103 | 0.5877 | 0.7666 |
282
- | No log | 13.2 | 462 | 0.5783 | 0.5770 | 0.5783 | 0.7605 |
283
- | No log | 13.2571 | 464 | 0.5764 | 0.4828 | 0.5764 | 0.7592 |
284
- | No log | 13.3143 | 466 | 0.5855 | 0.5036 | 0.5855 | 0.7652 |
285
- | No log | 13.3714 | 468 | 0.6076 | 0.4618 | 0.6076 | 0.7795 |
286
- | No log | 13.4286 | 470 | 0.6273 | 0.4393 | 0.6273 | 0.7920 |
287
- | No log | 13.4857 | 472 | 0.6440 | 0.4864 | 0.6440 | 0.8025 |
288
- | No log | 13.5429 | 474 | 0.6163 | 0.3980 | 0.6163 | 0.7851 |
289
- | No log | 13.6 | 476 | 0.5991 | 0.5619 | 0.5991 | 0.7740 |
290
- | No log | 13.6571 | 478 | 0.6080 | 0.5286 | 0.6080 | 0.7798 |
291
- | No log | 13.7143 | 480 | 0.6091 | 0.4472 | 0.6091 | 0.7804 |
292
- | No log | 13.7714 | 482 | 0.6180 | 0.4434 | 0.6180 | 0.7861 |
293
- | No log | 13.8286 | 484 | 0.7059 | 0.5179 | 0.7059 | 0.8402 |
294
- | No log | 13.8857 | 486 | 0.7109 | 0.5179 | 0.7109 | 0.8432 |
295
- | No log | 13.9429 | 488 | 0.6238 | 0.4281 | 0.6238 | 0.7898 |
296
- | No log | 14.0 | 490 | 0.6041 | 0.4514 | 0.6041 | 0.7772 |
297
- | No log | 14.0571 | 492 | 0.5966 | 0.4044 | 0.5966 | 0.7724 |
298
- | No log | 14.1143 | 494 | 0.5962 | 0.4379 | 0.5962 | 0.7721 |
299
- | No log | 14.1714 | 496 | 0.6233 | 0.4523 | 0.6233 | 0.7895 |
300
- | No log | 14.2286 | 498 | 0.6524 | 0.4663 | 0.6524 | 0.8077 |
301
- | 0.3527 | 14.2857 | 500 | 0.6262 | 0.4754 | 0.6262 | 0.7913 |
302
- | 0.3527 | 14.3429 | 502 | 0.5926 | 0.5465 | 0.5926 | 0.7698 |
303
- | 0.3527 | 14.4 | 504 | 0.5920 | 0.5634 | 0.5920 | 0.7694 |
304
- | 0.3527 | 14.4571 | 506 | 0.5913 | 0.4813 | 0.5913 | 0.7690 |
305
- | 0.3527 | 14.5143 | 508 | 0.6030 | 0.4581 | 0.6030 | 0.7765 |
306
- | 0.3527 | 14.5714 | 510 | 0.6242 | 0.4377 | 0.6242 | 0.7901 |
307
- | 0.3527 | 14.6286 | 512 | 0.6298 | 0.4029 | 0.6298 | 0.7936 |
308
- | 0.3527 | 14.6857 | 514 | 0.6203 | 0.4705 | 0.6203 | 0.7876 |
309
- | 0.3527 | 14.7429 | 516 | 0.6059 | 0.4659 | 0.6059 | 0.7784 |
310
 
311
 
312
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k11_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_run3_AugV5_k11_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: 0.5370
19
+ - Qwk: 0.6118
20
+ - Mse: 0.5370
21
+ - Rmse: 0.7328
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0526 | 2 | 2.4188 | -0.0262 | 2.4188 | 1.5553 |
53
+ | No log | 0.1053 | 4 | 1.2433 | 0.0736 | 1.2433 | 1.1150 |
54
+ | No log | 0.1579 | 6 | 0.9166 | -0.0288 | 0.9166 | 0.9574 |
55
+ | No log | 0.2105 | 8 | 1.1279 | -0.1914 | 1.1279 | 1.0620 |
56
+ | No log | 0.2632 | 10 | 1.4794 | -0.3188 | 1.4794 | 1.2163 |
57
+ | No log | 0.3158 | 12 | 1.3061 | -0.2562 | 1.3061 | 1.1429 |
58
+ | No log | 0.3684 | 14 | 1.0753 | 0.0952 | 1.0753 | 1.0370 |
59
+ | No log | 0.4211 | 16 | 0.8543 | 0.1648 | 0.8543 | 0.9243 |
60
+ | No log | 0.4737 | 18 | 0.7758 | 0.2751 | 0.7758 | 0.8808 |
61
+ | No log | 0.5263 | 20 | 0.7412 | 0.0428 | 0.7412 | 0.8609 |
62
+ | No log | 0.5789 | 22 | 0.7567 | 0.0 | 0.7567 | 0.8699 |
63
+ | No log | 0.6316 | 24 | 0.7719 | 0.0 | 0.7719 | 0.8786 |
64
+ | No log | 0.6842 | 26 | 0.7968 | 0.0 | 0.7968 | 0.8926 |
65
+ | No log | 0.7368 | 28 | 0.7350 | 0.0428 | 0.7350 | 0.8573 |
66
+ | No log | 0.7895 | 30 | 0.7190 | 0.1863 | 0.7190 | 0.8480 |
67
+ | No log | 0.8421 | 32 | 0.7293 | 0.1863 | 0.7293 | 0.8540 |
68
+ | No log | 0.8947 | 34 | 0.7361 | 0.0428 | 0.7361 | 0.8580 |
69
+ | No log | 0.9474 | 36 | 0.8620 | 0.0053 | 0.8620 | 0.9284 |
70
+ | No log | 1.0 | 38 | 0.9257 | 0.0509 | 0.9257 | 0.9621 |
71
+ | No log | 1.0526 | 40 | 1.0237 | 0.0203 | 1.0237 | 1.0118 |
72
+ | No log | 1.1053 | 42 | 0.9898 | 0.1739 | 0.9898 | 0.9949 |
73
+ | No log | 1.1579 | 44 | 0.8916 | 0.2109 | 0.8916 | 0.9443 |
74
+ | No log | 1.2105 | 46 | 0.7927 | 0.1365 | 0.7927 | 0.8903 |
75
+ | No log | 1.2632 | 48 | 0.7367 | 0.0327 | 0.7367 | 0.8583 |
76
+ | No log | 1.3158 | 50 | 0.7276 | 0.2537 | 0.7276 | 0.8530 |
77
+ | No log | 1.3684 | 52 | 0.7451 | 0.3243 | 0.7451 | 0.8632 |
78
+ | No log | 1.4211 | 54 | 0.7927 | 0.3092 | 0.7927 | 0.8903 |
79
+ | No log | 1.4737 | 56 | 0.7660 | 0.2537 | 0.7660 | 0.8752 |
80
+ | No log | 1.5263 | 58 | 0.7987 | 0.0679 | 0.7987 | 0.8937 |
81
+ | No log | 1.5789 | 60 | 0.8626 | -0.0517 | 0.8626 | 0.9288 |
82
+ | No log | 1.6316 | 62 | 0.9719 | 0.0139 | 0.9719 | 0.9859 |
83
+ | No log | 1.6842 | 64 | 1.0397 | -0.0173 | 1.0397 | 1.0196 |
84
+ | No log | 1.7368 | 66 | 0.9769 | -0.0389 | 0.9769 | 0.9884 |
85
+ | No log | 1.7895 | 68 | 0.8425 | 0.0 | 0.8425 | 0.9179 |
86
+ | No log | 1.8421 | 70 | 0.7528 | 0.0 | 0.7528 | 0.8677 |
87
+ | No log | 1.8947 | 72 | 0.7182 | 0.0 | 0.7182 | 0.8475 |
88
+ | No log | 1.9474 | 74 | 0.7584 | 0.0 | 0.7584 | 0.8709 |
89
+ | No log | 2.0 | 76 | 0.9802 | 0.2183 | 0.9802 | 0.9900 |
90
+ | No log | 2.0526 | 78 | 1.0953 | 0.1535 | 1.0953 | 1.0466 |
91
+ | No log | 2.1053 | 80 | 1.1364 | 0.1755 | 1.1364 | 1.0660 |
92
+ | No log | 2.1579 | 82 | 1.0979 | 0.1819 | 1.0979 | 1.0478 |
93
+ | No log | 2.2105 | 84 | 0.9573 | 0.2875 | 0.9573 | 0.9784 |
94
+ | No log | 2.2632 | 86 | 0.8381 | 0.3492 | 0.8381 | 0.9155 |
95
+ | No log | 2.3158 | 88 | 0.8300 | 0.3090 | 0.8300 | 0.9111 |
96
+ | No log | 2.3684 | 90 | 0.8007 | 0.3090 | 0.8007 | 0.8948 |
97
+ | No log | 2.4211 | 92 | 0.8091 | 0.3398 | 0.8091 | 0.8995 |
98
+ | No log | 2.4737 | 94 | 0.7295 | 0.1358 | 0.7295 | 0.8541 |
99
+ | No log | 2.5263 | 96 | 0.7079 | 0.0444 | 0.7079 | 0.8414 |
100
+ | No log | 2.5789 | 98 | 0.7017 | -0.0027 | 0.7017 | 0.8377 |
101
+ | No log | 2.6316 | 100 | 0.7301 | 0.0053 | 0.7301 | 0.8544 |
102
+ | No log | 2.6842 | 102 | 0.6968 | 0.0846 | 0.6968 | 0.8347 |
103
+ | No log | 2.7368 | 104 | 0.7447 | 0.1352 | 0.7447 | 0.8629 |
104
+ | No log | 2.7895 | 106 | 0.8718 | 0.2642 | 0.8718 | 0.9337 |
105
+ | No log | 2.8421 | 108 | 0.8623 | 0.2559 | 0.8623 | 0.9286 |
106
+ | No log | 2.8947 | 110 | 0.6937 | 0.2872 | 0.6937 | 0.8329 |
107
+ | No log | 2.9474 | 112 | 0.6675 | 0.3755 | 0.6675 | 0.8170 |
108
+ | No log | 3.0 | 114 | 0.8971 | 0.2308 | 0.8971 | 0.9471 |
109
+ | No log | 3.0526 | 116 | 0.8897 | 0.1504 | 0.8897 | 0.9433 |
110
+ | No log | 3.1053 | 118 | 0.8349 | -0.0026 | 0.8349 | 0.9137 |
111
+ | No log | 3.1579 | 120 | 0.9784 | 0.1685 | 0.9784 | 0.9891 |
112
+ | No log | 3.2105 | 122 | 1.0145 | 0.1618 | 1.0145 | 1.0072 |
113
+ | No log | 3.2632 | 124 | 1.1045 | 0.0980 | 1.1045 | 1.0509 |
114
+ | No log | 3.3158 | 126 | 0.9946 | 0.1599 | 0.9946 | 0.9973 |
115
+ | No log | 3.3684 | 128 | 0.7739 | 0.1352 | 0.7739 | 0.8797 |
116
+ | No log | 3.4211 | 130 | 0.7101 | 0.2085 | 0.7101 | 0.8427 |
117
+ | No log | 3.4737 | 132 | 0.7805 | 0.3637 | 0.7805 | 0.8835 |
118
+ | No log | 3.5263 | 134 | 0.7434 | 0.3444 | 0.7434 | 0.8622 |
119
+ | No log | 3.5789 | 136 | 0.6953 | 0.2413 | 0.6953 | 0.8339 |
120
+ | No log | 3.6316 | 138 | 0.7040 | 0.3170 | 0.7040 | 0.8390 |
121
+ | No log | 3.6842 | 140 | 0.6684 | 0.3995 | 0.6684 | 0.8176 |
122
+ | No log | 3.7368 | 142 | 0.7049 | 0.3950 | 0.7049 | 0.8396 |
123
+ | No log | 3.7895 | 144 | 0.7407 | 0.3302 | 0.7407 | 0.8606 |
124
+ | No log | 3.8421 | 146 | 0.6939 | 0.3594 | 0.6939 | 0.8330 |
125
+ | No log | 3.8947 | 148 | 0.6145 | 0.4276 | 0.6145 | 0.7839 |
126
+ | No log | 3.9474 | 150 | 0.7237 | 0.4066 | 0.7237 | 0.8507 |
127
+ | No log | 4.0 | 152 | 0.8352 | 0.3551 | 0.8352 | 0.9139 |
128
+ | No log | 4.0526 | 154 | 0.8765 | 0.3761 | 0.8765 | 0.9362 |
129
+ | No log | 4.1053 | 156 | 0.7751 | 0.3872 | 0.7751 | 0.8804 |
130
+ | No log | 4.1579 | 158 | 0.6336 | 0.4635 | 0.6336 | 0.7960 |
131
+ | No log | 4.2105 | 160 | 0.5841 | 0.4052 | 0.5841 | 0.7643 |
132
+ | No log | 4.2632 | 162 | 0.6131 | 0.4306 | 0.6131 | 0.7830 |
133
+ | No log | 4.3158 | 164 | 0.6192 | 0.4035 | 0.6192 | 0.7869 |
134
+ | No log | 4.3684 | 166 | 0.6553 | 0.3789 | 0.6553 | 0.8095 |
135
+ | No log | 4.4211 | 168 | 0.6587 | 0.3950 | 0.6587 | 0.8116 |
136
+ | No log | 4.4737 | 170 | 0.6846 | 0.4430 | 0.6846 | 0.8274 |
137
+ | No log | 4.5263 | 172 | 0.6429 | 0.3622 | 0.6429 | 0.8018 |
138
+ | No log | 4.5789 | 174 | 0.6470 | 0.2336 | 0.6470 | 0.8044 |
139
+ | No log | 4.6316 | 176 | 0.6701 | 0.2405 | 0.6701 | 0.8186 |
140
+ | No log | 4.6842 | 178 | 0.6438 | 0.2405 | 0.6438 | 0.8024 |
141
+ | No log | 4.7368 | 180 | 0.6182 | 0.2336 | 0.6182 | 0.7863 |
142
+ | No log | 4.7895 | 182 | 0.6118 | 0.2641 | 0.6118 | 0.7822 |
143
+ | No log | 4.8421 | 184 | 0.6122 | 0.3659 | 0.6122 | 0.7824 |
144
+ | No log | 4.8947 | 186 | 0.6488 | 0.4298 | 0.6488 | 0.8055 |
145
+ | No log | 4.9474 | 188 | 0.7409 | 0.3707 | 0.7409 | 0.8607 |
146
+ | No log | 5.0 | 190 | 0.7190 | 0.3948 | 0.7190 | 0.8479 |
147
+ | No log | 5.0526 | 192 | 0.6369 | 0.4991 | 0.6369 | 0.7981 |
148
+ | No log | 5.1053 | 194 | 0.6694 | 0.5239 | 0.6694 | 0.8182 |
149
+ | No log | 5.1579 | 196 | 0.7010 | 0.5471 | 0.7010 | 0.8372 |
150
+ | No log | 5.2105 | 198 | 0.6277 | 0.5625 | 0.6277 | 0.7923 |
151
+ | No log | 5.2632 | 200 | 0.5910 | 0.5057 | 0.5910 | 0.7688 |
152
+ | No log | 5.3158 | 202 | 0.6067 | 0.5493 | 0.6067 | 0.7789 |
153
+ | No log | 5.3684 | 204 | 0.7122 | 0.3872 | 0.7122 | 0.8439 |
154
+ | No log | 5.4211 | 206 | 0.7615 | 0.3559 | 0.7615 | 0.8726 |
155
+ | No log | 5.4737 | 208 | 0.7182 | 0.4482 | 0.7182 | 0.8474 |
156
+ | No log | 5.5263 | 210 | 0.5950 | 0.4849 | 0.5950 | 0.7714 |
157
+ | No log | 5.5789 | 212 | 0.5588 | 0.4526 | 0.5588 | 0.7476 |
158
+ | No log | 5.6316 | 214 | 0.5636 | 0.4878 | 0.5636 | 0.7507 |
159
+ | No log | 5.6842 | 216 | 0.6178 | 0.4869 | 0.6178 | 0.7860 |
160
+ | No log | 5.7368 | 218 | 0.7503 | 0.3471 | 0.7503 | 0.8662 |
161
+ | No log | 5.7895 | 220 | 0.7560 | 0.3455 | 0.7560 | 0.8695 |
162
+ | No log | 5.8421 | 222 | 0.6523 | 0.4888 | 0.6523 | 0.8077 |
163
+ | No log | 5.8947 | 224 | 0.5655 | 0.4878 | 0.5655 | 0.7520 |
164
+ | No log | 5.9474 | 226 | 0.5965 | 0.5016 | 0.5965 | 0.7723 |
165
+ | No log | 6.0 | 228 | 0.5936 | 0.5081 | 0.5936 | 0.7704 |
166
+ | No log | 6.0526 | 230 | 0.5566 | 0.5404 | 0.5566 | 0.7461 |
167
+ | No log | 6.1053 | 232 | 0.5568 | 0.5143 | 0.5568 | 0.7462 |
168
+ | No log | 6.1579 | 234 | 0.6382 | 0.4914 | 0.6382 | 0.7989 |
169
+ | No log | 6.2105 | 236 | 0.6315 | 0.4290 | 0.6315 | 0.7947 |
170
+ | No log | 6.2632 | 238 | 0.5636 | 0.4789 | 0.5636 | 0.7507 |
171
+ | No log | 6.3158 | 240 | 0.6381 | 0.4606 | 0.6381 | 0.7988 |
172
+ | No log | 6.3684 | 242 | 0.8905 | 0.3608 | 0.8905 | 0.9437 |
173
+ | No log | 6.4211 | 244 | 0.9371 | 0.2872 | 0.9371 | 0.9681 |
174
+ | No log | 6.4737 | 246 | 0.7778 | 0.4102 | 0.7778 | 0.8819 |
175
+ | No log | 6.5263 | 248 | 0.6462 | 0.4035 | 0.6462 | 0.8038 |
176
+ | No log | 6.5789 | 250 | 0.6288 | 0.3717 | 0.6288 | 0.7930 |
177
+ | No log | 6.6316 | 252 | 0.6721 | 0.3953 | 0.6721 | 0.8198 |
178
+ | No log | 6.6842 | 254 | 0.7368 | 0.3675 | 0.7368 | 0.8584 |
179
+ | No log | 6.7368 | 256 | 0.7577 | 0.3593 | 0.7577 | 0.8705 |
180
+ | No log | 6.7895 | 258 | 0.7033 | 0.4064 | 0.7033 | 0.8386 |
181
+ | No log | 6.8421 | 260 | 0.6837 | 0.4205 | 0.6837 | 0.8269 |
182
+ | No log | 6.8947 | 262 | 0.6913 | 0.4425 | 0.6913 | 0.8314 |
183
+ | No log | 6.9474 | 264 | 0.6713 | 0.4391 | 0.6713 | 0.8193 |
184
+ | No log | 7.0 | 266 | 0.6009 | 0.3603 | 0.6009 | 0.7752 |
185
+ | No log | 7.0526 | 268 | 0.5780 | 0.4253 | 0.5780 | 0.7603 |
186
+ | No log | 7.1053 | 270 | 0.5800 | 0.3454 | 0.5800 | 0.7616 |
187
+ | No log | 7.1579 | 272 | 0.5887 | 0.3883 | 0.5887 | 0.7673 |
188
+ | No log | 7.2105 | 274 | 0.6276 | 0.4087 | 0.6276 | 0.7922 |
189
+ | No log | 7.2632 | 276 | 0.5891 | 0.4044 | 0.5891 | 0.7675 |
190
+ | No log | 7.3158 | 278 | 0.5597 | 0.4029 | 0.5597 | 0.7481 |
191
+ | No log | 7.3684 | 280 | 0.5597 | 0.4190 | 0.5597 | 0.7481 |
192
+ | No log | 7.4211 | 282 | 0.5627 | 0.6065 | 0.5627 | 0.7501 |
193
+ | No log | 7.4737 | 284 | 0.5947 | 0.3726 | 0.5947 | 0.7711 |
194
+ | No log | 7.5263 | 286 | 0.7172 | 0.4527 | 0.7172 | 0.8469 |
195
+ | No log | 7.5789 | 288 | 0.8820 | 0.4033 | 0.8820 | 0.9391 |
196
+ | No log | 7.6316 | 290 | 0.8188 | 0.3976 | 0.8188 | 0.9049 |
197
+ | No log | 7.6842 | 292 | 0.6332 | 0.4817 | 0.6332 | 0.7957 |
198
+ | No log | 7.7368 | 294 | 0.5270 | 0.6171 | 0.5270 | 0.7259 |
199
+ | No log | 7.7895 | 296 | 0.5300 | 0.6147 | 0.5300 | 0.7280 |
200
+ | No log | 7.8421 | 298 | 0.5179 | 0.6334 | 0.5179 | 0.7196 |
201
+ | No log | 7.8947 | 300 | 0.4903 | 0.6818 | 0.4903 | 0.7002 |
202
+ | No log | 7.9474 | 302 | 0.5064 | 0.6310 | 0.5064 | 0.7116 |
203
+ | No log | 8.0 | 304 | 0.5358 | 0.5674 | 0.5358 | 0.7320 |
204
+ | No log | 8.0526 | 306 | 0.5254 | 0.6100 | 0.5254 | 0.7249 |
205
+ | No log | 8.1053 | 308 | 0.5102 | 0.6158 | 0.5102 | 0.7143 |
206
+ | No log | 8.1579 | 310 | 0.4975 | 0.6479 | 0.4975 | 0.7053 |
207
+ | No log | 8.2105 | 312 | 0.5062 | 0.6426 | 0.5062 | 0.7115 |
208
+ | No log | 8.2632 | 314 | 0.5119 | 0.6517 | 0.5119 | 0.7155 |
209
+ | No log | 8.3158 | 316 | 0.5269 | 0.5009 | 0.5269 | 0.7259 |
210
+ | No log | 8.3684 | 318 | 0.5444 | 0.4635 | 0.5444 | 0.7379 |
211
+ | No log | 8.4211 | 320 | 0.5486 | 0.4813 | 0.5486 | 0.7407 |
212
+ | No log | 8.4737 | 322 | 0.5262 | 0.5939 | 0.5262 | 0.7254 |
213
+ | No log | 8.5263 | 324 | 0.5240 | 0.6405 | 0.5240 | 0.7239 |
214
+ | No log | 8.5789 | 326 | 0.5309 | 0.6336 | 0.5309 | 0.7286 |
215
+ | No log | 8.6316 | 328 | 0.5301 | 0.6923 | 0.5301 | 0.7281 |
216
+ | No log | 8.6842 | 330 | 0.5328 | 0.6765 | 0.5328 | 0.7299 |
217
+ | No log | 8.7368 | 332 | 0.5207 | 0.6835 | 0.5207 | 0.7216 |
218
+ | No log | 8.7895 | 334 | 0.5102 | 0.6541 | 0.5102 | 0.7143 |
219
+ | No log | 8.8421 | 336 | 0.5170 | 0.6541 | 0.5170 | 0.7191 |
220
+ | No log | 8.8947 | 338 | 0.5296 | 0.6001 | 0.5296 | 0.7277 |
221
+ | No log | 8.9474 | 340 | 0.5434 | 0.5867 | 0.5434 | 0.7371 |
222
+ | No log | 9.0 | 342 | 0.5337 | 0.6377 | 0.5337 | 0.7306 |
223
+ | No log | 9.0526 | 344 | 0.5510 | 0.6382 | 0.5510 | 0.7423 |
224
+ | No log | 9.1053 | 346 | 0.5588 | 0.6409 | 0.5588 | 0.7475 |
225
+ | No log | 9.1579 | 348 | 0.6242 | 0.4434 | 0.6242 | 0.7900 |
226
+ | No log | 9.2105 | 350 | 0.6885 | 0.4243 | 0.6885 | 0.8297 |
227
+ | No log | 9.2632 | 352 | 0.6701 | 0.4243 | 0.6701 | 0.8186 |
228
+ | No log | 9.3158 | 354 | 0.5596 | 0.5533 | 0.5596 | 0.7481 |
229
+ | No log | 9.3684 | 356 | 0.5318 | 0.6416 | 0.5318 | 0.7292 |
230
+ | No log | 9.4211 | 358 | 0.5289 | 0.6416 | 0.5289 | 0.7272 |
231
+ | No log | 9.4737 | 360 | 0.5537 | 0.4689 | 0.5537 | 0.7441 |
232
+ | No log | 9.5263 | 362 | 0.5118 | 0.6158 | 0.5118 | 0.7154 |
233
+ | No log | 9.5789 | 364 | 0.4995 | 0.6541 | 0.4995 | 0.7068 |
234
+ | No log | 9.6316 | 366 | 0.5041 | 0.6431 | 0.5041 | 0.7100 |
235
+ | No log | 9.6842 | 368 | 0.4997 | 0.6650 | 0.4997 | 0.7069 |
236
+ | No log | 9.7368 | 370 | 0.5046 | 0.6730 | 0.5046 | 0.7104 |
237
+ | No log | 9.7895 | 372 | 0.5210 | 0.6118 | 0.5210 | 0.7218 |
238
+ | No log | 9.8421 | 374 | 0.5197 | 0.6481 | 0.5197 | 0.7209 |
239
+ | No log | 9.8947 | 376 | 0.5303 | 0.6040 | 0.5303 | 0.7282 |
240
+ | No log | 9.9474 | 378 | 0.5309 | 0.6245 | 0.5309 | 0.7287 |
241
+ | No log | 10.0 | 380 | 0.5572 | 0.5344 | 0.5572 | 0.7464 |
242
+ | No log | 10.0526 | 382 | 0.5483 | 0.5589 | 0.5483 | 0.7405 |
243
+ | No log | 10.1053 | 384 | 0.5445 | 0.5589 | 0.5445 | 0.7379 |
244
+ | No log | 10.1579 | 386 | 0.5510 | 0.5589 | 0.5510 | 0.7423 |
245
+ | No log | 10.2105 | 388 | 0.5407 | 0.5610 | 0.5407 | 0.7353 |
246
+ | No log | 10.2632 | 390 | 0.5543 | 0.5434 | 0.5543 | 0.7445 |
247
+ | No log | 10.3158 | 392 | 0.5367 | 0.5741 | 0.5367 | 0.7326 |
248
+ | No log | 10.3684 | 394 | 0.5312 | 0.5363 | 0.5312 | 0.7289 |
249
+ | No log | 10.4211 | 396 | 0.5200 | 0.6645 | 0.5200 | 0.7211 |
250
+ | No log | 10.4737 | 398 | 0.5269 | 0.6561 | 0.5269 | 0.7259 |
251
+ | No log | 10.5263 | 400 | 0.5366 | 0.6918 | 0.5366 | 0.7325 |
252
+ | No log | 10.5789 | 402 | 0.5466 | 0.6416 | 0.5466 | 0.7393 |
253
+ | No log | 10.6316 | 404 | 0.5773 | 0.5185 | 0.5773 | 0.7598 |
254
+ | No log | 10.6842 | 406 | 0.5943 | 0.4835 | 0.5943 | 0.7709 |
255
+ | No log | 10.7368 | 408 | 0.5589 | 0.5884 | 0.5589 | 0.7476 |
256
+ | No log | 10.7895 | 410 | 0.5476 | 0.6593 | 0.5476 | 0.7400 |
257
+ | No log | 10.8421 | 412 | 0.5348 | 0.7004 | 0.5348 | 0.7313 |
258
+ | No log | 10.8947 | 414 | 0.5431 | 0.6593 | 0.5431 | 0.7370 |
259
+ | No log | 10.9474 | 416 | 0.5798 | 0.4942 | 0.5798 | 0.7615 |
260
+ | No log | 11.0 | 418 | 0.5799 | 0.5299 | 0.5799 | 0.7615 |
261
+ | No log | 11.0526 | 420 | 0.5356 | 0.6244 | 0.5356 | 0.7318 |
262
+ | No log | 11.1053 | 422 | 0.5317 | 0.6064 | 0.5317 | 0.7292 |
263
+ | No log | 11.1579 | 424 | 0.5317 | 0.6244 | 0.5317 | 0.7292 |
264
+ | No log | 11.2105 | 426 | 0.5302 | 0.5669 | 0.5302 | 0.7281 |
265
+ | No log | 11.2632 | 428 | 0.5346 | 0.5677 | 0.5346 | 0.7311 |
266
+ | No log | 11.3158 | 430 | 0.5705 | 0.4480 | 0.5705 | 0.7553 |
267
+ | No log | 11.3684 | 432 | 0.5710 | 0.4149 | 0.5710 | 0.7556 |
268
+ | No log | 11.4211 | 434 | 0.5577 | 0.4762 | 0.5577 | 0.7468 |
269
+ | No log | 11.4737 | 436 | 0.5453 | 0.4955 | 0.5453 | 0.7384 |
270
+ | No log | 11.5263 | 438 | 0.5462 | 0.5159 | 0.5462 | 0.7390 |
271
+ | No log | 11.5789 | 440 | 0.5716 | 0.5195 | 0.5716 | 0.7560 |
272
+ | No log | 11.6316 | 442 | 0.5580 | 0.5472 | 0.5580 | 0.7470 |
273
+ | No log | 11.6842 | 444 | 0.5511 | 0.6041 | 0.5511 | 0.7424 |
274
+ | No log | 11.7368 | 446 | 0.5577 | 0.6041 | 0.5577 | 0.7468 |
275
+ | No log | 11.7895 | 448 | 0.5992 | 0.5426 | 0.5992 | 0.7741 |
276
+ | No log | 11.8421 | 450 | 0.6497 | 0.4455 | 0.6497 | 0.8060 |
277
+ | No log | 11.8947 | 452 | 0.6230 | 0.3772 | 0.6230 | 0.7893 |
278
+ | No log | 11.9474 | 454 | 0.5796 | 0.5823 | 0.5796 | 0.7613 |
279
+ | No log | 12.0 | 456 | 0.5694 | 0.6083 | 0.5694 | 0.7546 |
280
+ | No log | 12.0526 | 458 | 0.5748 | 0.6083 | 0.5748 | 0.7582 |
281
+ | No log | 12.1053 | 460 | 0.5671 | 0.5840 | 0.5671 | 0.7531 |
282
+ | No log | 12.1579 | 462 | 0.6063 | 0.4693 | 0.6063 | 0.7786 |
283
+ | No log | 12.2105 | 464 | 0.6362 | 0.4290 | 0.6362 | 0.7976 |
284
+ | No log | 12.2632 | 466 | 0.5975 | 0.4692 | 0.5975 | 0.7730 |
285
+ | No log | 12.3158 | 468 | 0.5764 | 0.5891 | 0.5764 | 0.7592 |
286
+ | No log | 12.3684 | 470 | 0.5827 | 0.5961 | 0.5827 | 0.7634 |
287
+ | No log | 12.4211 | 472 | 0.5753 | 0.5891 | 0.5753 | 0.7585 |
288
+ | No log | 12.4737 | 474 | 0.5747 | 0.5891 | 0.5747 | 0.7581 |
289
+ | No log | 12.5263 | 476 | 0.5676 | 0.5701 | 0.5676 | 0.7534 |
290
+ | No log | 12.5789 | 478 | 0.5693 | 0.6307 | 0.5693 | 0.7545 |
291
+ | No log | 12.6316 | 480 | 0.5889 | 0.5867 | 0.5889 | 0.7674 |
292
+ | No log | 12.6842 | 482 | 0.6361 | 0.4811 | 0.6361 | 0.7976 |
293
+ | No log | 12.7368 | 484 | 0.6664 | 0.4470 | 0.6664 | 0.8163 |
294
+ | No log | 12.7895 | 486 | 0.7007 | 0.3810 | 0.7007 | 0.8371 |
295
+ | No log | 12.8421 | 488 | 0.6718 | 0.4195 | 0.6718 | 0.8196 |
296
+ | No log | 12.8947 | 490 | 0.6039 | 0.4817 | 0.6039 | 0.7771 |
297
+ | No log | 12.9474 | 492 | 0.5464 | 0.6388 | 0.5464 | 0.7392 |
298
+ | No log | 13.0 | 494 | 0.5599 | 0.6160 | 0.5599 | 0.7483 |
299
+ | No log | 13.0526 | 496 | 0.5986 | 0.5817 | 0.5986 | 0.7737 |
300
+ | No log | 13.1053 | 498 | 0.5675 | 0.6240 | 0.5675 | 0.7534 |
301
+ | 0.3976 | 13.1579 | 500 | 0.5337 | 0.6741 | 0.5337 | 0.7306 |
302
+ | 0.3976 | 13.2105 | 502 | 0.5617 | 0.5190 | 0.5617 | 0.7495 |
303
+ | 0.3976 | 13.2632 | 504 | 0.5656 | 0.5332 | 0.5656 | 0.7521 |
304
+ | 0.3976 | 13.3158 | 506 | 0.5302 | 0.6301 | 0.5302 | 0.7282 |
305
+ | 0.3976 | 13.3684 | 508 | 0.5254 | 0.6289 | 0.5254 | 0.7249 |
306
+ | 0.3976 | 13.4211 | 510 | 0.5370 | 0.6118 | 0.5370 | 0.7328 |
 
 
 
307
 
308
 
309
  ### Framework versions