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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k7_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_k6_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_k6_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: 0.6596
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- - Qwk: 0.3127
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- - Mse: 0.6596
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- - Rmse: 0.8121
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  ## Model description
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@@ -47,323 +47,271 @@ 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 | 0.0909 | 2 | 2.5477 | -0.0788 | 2.5477 | 1.5962 |
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- | No log | 0.1818 | 4 | 1.2307 | 0.1248 | 1.2307 | 1.1094 |
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- | No log | 0.2727 | 6 | 0.9706 | -0.1015 | 0.9706 | 0.9852 |
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- | No log | 0.3636 | 8 | 1.0685 | 0.0826 | 1.0685 | 1.0337 |
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- | No log | 0.4545 | 10 | 1.2310 | 0.1001 | 1.2310 | 1.1095 |
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- | No log | 0.5455 | 12 | 1.1653 | 0.1557 | 1.1653 | 1.0795 |
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- | No log | 0.6364 | 14 | 0.9111 | 0.2119 | 0.9111 | 0.9545 |
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- | No log | 0.7273 | 16 | 0.8574 | 0.1259 | 0.8574 | 0.9260 |
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- | No log | 0.8182 | 18 | 1.1939 | 0.0169 | 1.1939 | 1.0926 |
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- | No log | 0.9091 | 20 | 1.3093 | 0.1000 | 1.3093 | 1.1442 |
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- | No log | 1.0 | 22 | 1.0600 | 0.1882 | 1.0600 | 1.0296 |
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- | No log | 1.0909 | 24 | 0.8411 | 0.1365 | 0.8411 | 0.9171 |
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- | No log | 1.1818 | 26 | 0.7808 | 0.0 | 0.7808 | 0.8836 |
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- | No log | 1.2727 | 28 | 0.7803 | 0.0 | 0.7803 | 0.8833 |
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- | No log | 1.3636 | 30 | 0.7837 | 0.0428 | 0.7837 | 0.8853 |
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- | No log | 1.4545 | 32 | 0.7934 | 0.2046 | 0.7934 | 0.8907 |
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- | No log | 1.5455 | 34 | 0.7879 | 0.0428 | 0.7879 | 0.8876 |
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- | No log | 1.6364 | 36 | 0.7854 | 0.0 | 0.7854 | 0.8863 |
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- | No log | 1.7273 | 38 | 0.7687 | 0.0 | 0.7687 | 0.8768 |
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- | No log | 1.8182 | 40 | 0.7604 | 0.0 | 0.7604 | 0.8720 |
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- | No log | 1.9091 | 42 | 0.7777 | 0.0 | 0.7777 | 0.8819 |
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- | No log | 2.0 | 44 | 0.8207 | 0.0 | 0.8207 | 0.9059 |
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- | No log | 2.0909 | 46 | 0.7981 | 0.0937 | 0.7981 | 0.8934 |
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- | No log | 2.1818 | 48 | 0.8087 | 0.2087 | 0.8087 | 0.8993 |
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- | No log | 2.2727 | 50 | 0.7550 | 0.0053 | 0.7550 | 0.8689 |
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- | No log | 2.3636 | 52 | 0.7027 | 0.0481 | 0.7027 | 0.8383 |
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- | No log | 2.4545 | 54 | 0.7090 | 0.0509 | 0.7090 | 0.8420 |
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- | No log | 2.5455 | 56 | 0.7323 | 0.1358 | 0.7323 | 0.8558 |
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- | No log | 2.6364 | 58 | 0.7117 | 0.1998 | 0.7117 | 0.8436 |
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- | No log | 2.7273 | 60 | 0.6985 | 0.1228 | 0.6985 | 0.8358 |
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- | No log | 2.8182 | 62 | 0.7047 | 0.1228 | 0.7047 | 0.8395 |
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- | No log | 2.9091 | 64 | 0.7210 | 0.1673 | 0.7210 | 0.8491 |
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- | No log | 3.0 | 66 | 0.7773 | 0.1334 | 0.7773 | 0.8817 |
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- | No log | 3.0909 | 68 | 0.7235 | 0.1310 | 0.7235 | 0.8506 |
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- | No log | 3.1818 | 70 | 0.6706 | 0.0697 | 0.6706 | 0.8189 |
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- | No log | 3.2727 | 72 | 0.7097 | 0.2243 | 0.7097 | 0.8424 |
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- | No log | 3.3636 | 74 | 0.7717 | 0.0 | 0.7717 | 0.8785 |
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- | No log | 3.4545 | 76 | 0.7455 | 0.0816 | 0.7455 | 0.8634 |
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- | No log | 3.5455 | 78 | 0.7552 | 0.1739 | 0.7552 | 0.8690 |
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- | No log | 3.6364 | 80 | 0.7641 | 0.1739 | 0.7641 | 0.8741 |
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- | No log | 3.7273 | 82 | 0.7854 | 0.2408 | 0.7854 | 0.8862 |
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- | No log | 3.8182 | 84 | 0.8067 | 0.2046 | 0.8067 | 0.8982 |
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- | No log | 3.9091 | 86 | 0.7719 | 0.2066 | 0.7719 | 0.8786 |
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- | No log | 4.0 | 88 | 0.7516 | 0.2341 | 0.7516 | 0.8669 |
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- | No log | 4.0909 | 90 | 0.7322 | 0.0822 | 0.7322 | 0.8557 |
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- | No log | 4.1818 | 92 | 0.7186 | 0.1181 | 0.7186 | 0.8477 |
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- | No log | 4.2727 | 94 | 0.7376 | -0.0026 | 0.7376 | 0.8588 |
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- | No log | 4.3636 | 96 | 0.6482 | 0.3105 | 0.6482 | 0.8051 |
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- | No log | 4.4545 | 98 | 0.6139 | 0.2748 | 0.6139 | 0.7835 |
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- | No log | 4.5455 | 100 | 0.6304 | 0.1277 | 0.6304 | 0.7940 |
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- | No log | 4.6364 | 102 | 0.7277 | 0.1328 | 0.7277 | 0.8531 |
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- | No log | 4.7273 | 104 | 0.8915 | 0.0977 | 0.8915 | 0.9442 |
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- | No log | 4.8182 | 106 | 0.9051 | 0.0342 | 0.9051 | 0.9514 |
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- | No log | 4.9091 | 108 | 0.7825 | 0.1873 | 0.7825 | 0.8846 |
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- | No log | 5.0 | 110 | 0.7287 | 0.2857 | 0.7287 | 0.8537 |
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- | No log | 5.0909 | 112 | 0.8117 | 0.3234 | 0.8117 | 0.9010 |
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- | No log | 5.1818 | 114 | 0.8627 | 0.2410 | 0.8627 | 0.9288 |
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- | No log | 5.2727 | 116 | 0.8393 | 0.2784 | 0.8393 | 0.9162 |
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- | No log | 5.3636 | 118 | 0.7437 | 0.4219 | 0.7437 | 0.8624 |
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- | No log | 5.4545 | 120 | 0.6885 | 0.4015 | 0.6885 | 0.8298 |
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- | No log | 5.5455 | 122 | 0.6802 | 0.3072 | 0.6802 | 0.8248 |
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- | No log | 5.6364 | 124 | 0.7325 | 0.2274 | 0.7325 | 0.8559 |
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- | No log | 5.7273 | 126 | 0.7572 | 0.1906 | 0.7572 | 0.8702 |
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- | No log | 5.8182 | 128 | 0.6988 | 0.2909 | 0.6988 | 0.8360 |
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- | No log | 5.9091 | 130 | 0.6595 | 0.3893 | 0.6595 | 0.8121 |
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- | No log | 6.0 | 132 | 0.6597 | 0.3673 | 0.6597 | 0.8122 |
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- | No log | 6.0909 | 134 | 0.6726 | 0.3789 | 0.6726 | 0.8201 |
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- | No log | 6.1818 | 136 | 0.7031 | 0.4479 | 0.7031 | 0.8385 |
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- | No log | 6.2727 | 138 | 0.7024 | 0.4479 | 0.7024 | 0.8381 |
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- | No log | 6.3636 | 140 | 0.6672 | 0.4569 | 0.6672 | 0.8168 |
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- | No log | 6.4545 | 142 | 0.6481 | 0.4502 | 0.6481 | 0.8051 |
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- | No log | 6.5455 | 144 | 0.6337 | 0.3398 | 0.6337 | 0.7960 |
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- | No log | 6.6364 | 146 | 0.6341 | 0.4077 | 0.6341 | 0.7963 |
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- | No log | 6.7273 | 148 | 0.6420 | 0.3964 | 0.6420 | 0.8013 |
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- | No log | 6.8182 | 150 | 0.6241 | 0.3964 | 0.6241 | 0.7900 |
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- | No log | 6.9091 | 152 | 0.6198 | 0.4077 | 0.6198 | 0.7872 |
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- | No log | 7.0 | 154 | 0.6408 | 0.4538 | 0.6408 | 0.8005 |
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- | No log | 7.0909 | 156 | 0.7232 | 0.4134 | 0.7232 | 0.8504 |
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- | No log | 7.1818 | 158 | 0.7030 | 0.3712 | 0.7030 | 0.8384 |
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- | No log | 7.2727 | 160 | 0.6376 | 0.4908 | 0.6376 | 0.7985 |
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- | No log | 7.3636 | 162 | 0.6282 | 0.4027 | 0.6282 | 0.7926 |
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- | No log | 7.4545 | 164 | 0.6284 | 0.3919 | 0.6284 | 0.7927 |
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- | No log | 7.5455 | 166 | 0.6250 | 0.4076 | 0.6250 | 0.7905 |
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- | No log | 7.6364 | 168 | 0.6637 | 0.3564 | 0.6637 | 0.8147 |
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- | No log | 7.7273 | 170 | 0.6585 | 0.3387 | 0.6585 | 0.8115 |
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- | No log | 7.8182 | 172 | 0.6498 | 0.2019 | 0.6498 | 0.8061 |
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- | No log | 7.9091 | 174 | 0.6799 | 0.3659 | 0.6799 | 0.8246 |
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- | No log | 8.0 | 176 | 0.6706 | 0.4182 | 0.6706 | 0.8189 |
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- | No log | 8.0909 | 178 | 0.5999 | 0.4299 | 0.5999 | 0.7745 |
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- | No log | 8.1818 | 180 | 0.6138 | 0.4437 | 0.6138 | 0.7834 |
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- | No log | 8.2727 | 182 | 0.6785 | 0.3450 | 0.6785 | 0.8237 |
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- | No log | 8.3636 | 184 | 0.6653 | 0.4167 | 0.6653 | 0.8157 |
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- | No log | 8.4545 | 186 | 0.6113 | 0.4845 | 0.6113 | 0.7818 |
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- | No log | 8.5455 | 188 | 0.6002 | 0.4867 | 0.6002 | 0.7747 |
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- | No log | 8.6364 | 190 | 0.5695 | 0.4492 | 0.5695 | 0.7546 |
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- | No log | 8.7273 | 192 | 0.5969 | 0.4249 | 0.5969 | 0.7726 |
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- | No log | 8.8182 | 194 | 0.6906 | 0.3434 | 0.6906 | 0.8310 |
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- | No log | 8.9091 | 196 | 0.6714 | 0.3730 | 0.6714 | 0.8194 |
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- | No log | 9.0 | 198 | 0.5915 | 0.4515 | 0.5915 | 0.7691 |
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- | No log | 9.0909 | 200 | 0.6360 | 0.4663 | 0.6360 | 0.7975 |
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- | No log | 9.1818 | 202 | 0.7901 | 0.4204 | 0.7901 | 0.8889 |
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- | No log | 9.2727 | 204 | 0.7538 | 0.4400 | 0.7538 | 0.8682 |
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- | No log | 9.3636 | 206 | 0.6391 | 0.4020 | 0.6391 | 0.7994 |
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- | No log | 9.4545 | 208 | 0.6124 | 0.4466 | 0.6124 | 0.7825 |
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- | No log | 9.5455 | 210 | 0.6610 | 0.3659 | 0.6610 | 0.8130 |
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- | No log | 9.6364 | 212 | 0.6185 | 0.3704 | 0.6185 | 0.7864 |
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- | No log | 9.7273 | 214 | 0.5705 | 0.5286 | 0.5705 | 0.7553 |
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- | No log | 9.8182 | 216 | 0.6457 | 0.4052 | 0.6457 | 0.8036 |
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- | No log | 9.9091 | 218 | 0.7279 | 0.4296 | 0.7279 | 0.8531 |
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- | No log | 10.0 | 220 | 0.7345 | 0.3675 | 0.7345 | 0.8570 |
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- | No log | 10.0909 | 222 | 0.6753 | 0.3312 | 0.6753 | 0.8218 |
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- | No log | 10.1818 | 224 | 0.6230 | 0.3839 | 0.6230 | 0.7893 |
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- | No log | 10.2727 | 226 | 0.6042 | 0.4437 | 0.6042 | 0.7773 |
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- | No log | 10.3636 | 228 | 0.5859 | 0.5361 | 0.5859 | 0.7654 |
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- | No log | 10.4545 | 230 | 0.6752 | 0.3994 | 0.6752 | 0.8217 |
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- | No log | 10.5455 | 232 | 0.7255 | 0.3191 | 0.7255 | 0.8517 |
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- | No log | 10.6364 | 234 | 0.6562 | 0.3648 | 0.6562 | 0.8101 |
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- | No log | 10.7273 | 236 | 0.6410 | 0.5593 | 0.6410 | 0.8006 |
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- | No log | 10.8182 | 238 | 0.7104 | 0.4315 | 0.7104 | 0.8429 |
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- | No log | 10.9091 | 240 | 0.8424 | 0.3557 | 0.8424 | 0.9178 |
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- | No log | 11.0 | 242 | 0.8066 | 0.3597 | 0.8066 | 0.8981 |
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- | No log | 11.0909 | 244 | 0.6748 | 0.4703 | 0.6748 | 0.8215 |
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- | No log | 11.1818 | 246 | 0.6338 | 0.5632 | 0.6338 | 0.7961 |
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- | No log | 11.2727 | 248 | 0.6294 | 0.5501 | 0.6294 | 0.7933 |
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- | No log | 11.3636 | 250 | 0.6496 | 0.4801 | 0.6496 | 0.8059 |
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- | No log | 11.4545 | 252 | 0.6851 | 0.4247 | 0.6851 | 0.8277 |
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- | No log | 11.5455 | 254 | 0.6584 | 0.4352 | 0.6584 | 0.8114 |
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- | No log | 11.6364 | 256 | 0.6234 | 0.4722 | 0.6234 | 0.7895 |
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- | No log | 11.7273 | 258 | 0.6353 | 0.3859 | 0.6353 | 0.7971 |
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- | No log | 11.8182 | 260 | 0.6465 | 0.4240 | 0.6465 | 0.8040 |
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- | No log | 11.9091 | 262 | 0.6552 | 0.2965 | 0.6552 | 0.8094 |
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- | No log | 12.0 | 264 | 0.6690 | 0.3551 | 0.6690 | 0.8180 |
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- | No log | 12.0909 | 266 | 0.6709 | 0.3467 | 0.6709 | 0.8191 |
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- | No log | 12.1818 | 268 | 0.6829 | 0.3385 | 0.6829 | 0.8264 |
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- | No log | 12.2727 | 270 | 0.6802 | 0.3716 | 0.6802 | 0.8247 |
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- | No log | 12.3636 | 272 | 0.6950 | 0.3716 | 0.6950 | 0.8336 |
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- | No log | 12.4545 | 274 | 0.6723 | 0.3450 | 0.6723 | 0.8199 |
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- | No log | 12.5455 | 276 | 0.6303 | 0.4722 | 0.6303 | 0.7939 |
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- | No log | 12.6364 | 278 | 0.6416 | 0.4895 | 0.6416 | 0.8010 |
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- | No log | 12.7273 | 280 | 0.6374 | 0.4547 | 0.6374 | 0.7984 |
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- | No log | 12.8182 | 282 | 0.6439 | 0.4291 | 0.6439 | 0.8024 |
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- | No log | 12.9091 | 284 | 0.6736 | 0.3868 | 0.6736 | 0.8207 |
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- | No log | 13.0 | 286 | 0.6831 | 0.3868 | 0.6831 | 0.8265 |
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- | No log | 13.0909 | 288 | 0.6772 | 0.3985 | 0.6772 | 0.8229 |
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- | No log | 13.1818 | 290 | 0.6663 | 0.4769 | 0.6663 | 0.8163 |
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- | No log | 13.2727 | 292 | 0.6796 | 0.4044 | 0.6796 | 0.8244 |
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- | No log | 13.3636 | 294 | 0.7095 | 0.3909 | 0.7095 | 0.8423 |
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- | No log | 13.4545 | 296 | 0.6952 | 0.4592 | 0.6952 | 0.8338 |
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- | No log | 13.5455 | 298 | 0.6529 | 0.5373 | 0.6529 | 0.8080 |
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- | No log | 13.6364 | 300 | 0.6425 | 0.4348 | 0.6425 | 0.8016 |
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- | No log | 13.7273 | 302 | 0.6427 | 0.4783 | 0.6427 | 0.8017 |
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- | No log | 13.8182 | 304 | 0.6356 | 0.5238 | 0.6356 | 0.7972 |
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- | No log | 13.9091 | 306 | 0.6267 | 0.5021 | 0.6267 | 0.7917 |
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- | No log | 14.0 | 308 | 0.6599 | 0.5673 | 0.6599 | 0.8123 |
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- | No log | 14.0909 | 310 | 0.6778 | 0.5259 | 0.6778 | 0.8233 |
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- | No log | 14.1818 | 312 | 0.6280 | 0.5308 | 0.6280 | 0.7924 |
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- | No log | 14.2727 | 314 | 0.5915 | 0.4762 | 0.5915 | 0.7691 |
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- | No log | 14.3636 | 316 | 0.6193 | 0.4918 | 0.6193 | 0.7870 |
210
- | No log | 14.4545 | 318 | 0.6199 | 0.4461 | 0.6199 | 0.7874 |
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- | No log | 14.5455 | 320 | 0.6110 | 0.4221 | 0.6110 | 0.7817 |
212
- | No log | 14.6364 | 322 | 0.6051 | 0.4722 | 0.6051 | 0.7779 |
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- | No log | 14.7273 | 324 | 0.6188 | 0.5095 | 0.6188 | 0.7866 |
214
- | No log | 14.8182 | 326 | 0.6178 | 0.5095 | 0.6178 | 0.7860 |
215
- | No log | 14.9091 | 328 | 0.6200 | 0.4837 | 0.6200 | 0.7874 |
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- | No log | 15.0 | 330 | 0.6193 | 0.5024 | 0.6193 | 0.7869 |
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- | No log | 15.0909 | 332 | 0.6127 | 0.4949 | 0.6127 | 0.7827 |
218
- | No log | 15.1818 | 334 | 0.6056 | 0.4681 | 0.6056 | 0.7782 |
219
- | No log | 15.2727 | 336 | 0.5990 | 0.4276 | 0.5990 | 0.7740 |
220
- | No log | 15.3636 | 338 | 0.5987 | 0.4504 | 0.5987 | 0.7738 |
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- | No log | 15.4545 | 340 | 0.6010 | 0.4681 | 0.6010 | 0.7753 |
222
- | No log | 15.5455 | 342 | 0.6064 | 0.5344 | 0.6064 | 0.7787 |
223
- | No log | 15.6364 | 344 | 0.6174 | 0.5003 | 0.6174 | 0.7857 |
224
- | No log | 15.7273 | 346 | 0.6688 | 0.4916 | 0.6688 | 0.8178 |
225
- | No log | 15.8182 | 348 | 0.6787 | 0.4625 | 0.6787 | 0.8239 |
226
- | No log | 15.9091 | 350 | 0.6511 | 0.4514 | 0.6511 | 0.8069 |
227
- | No log | 16.0 | 352 | 0.6547 | 0.4968 | 0.6547 | 0.8091 |
228
- | No log | 16.0909 | 354 | 0.7250 | 0.4600 | 0.7250 | 0.8515 |
229
- | No log | 16.1818 | 356 | 0.8851 | 0.4577 | 0.8851 | 0.9408 |
230
- | No log | 16.2727 | 358 | 0.8555 | 0.4527 | 0.8555 | 0.9249 |
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- | No log | 16.3636 | 360 | 0.7255 | 0.4666 | 0.7255 | 0.8518 |
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- | No log | 16.4545 | 362 | 0.6513 | 0.4871 | 0.6513 | 0.8070 |
233
- | No log | 16.5455 | 364 | 0.6407 | 0.3859 | 0.6407 | 0.8005 |
234
- | No log | 16.6364 | 366 | 0.6473 | 0.3714 | 0.6473 | 0.8046 |
235
- | No log | 16.7273 | 368 | 0.6703 | 0.5254 | 0.6703 | 0.8187 |
236
- | No log | 16.8182 | 370 | 0.7144 | 0.4023 | 0.7144 | 0.8452 |
237
- | No log | 16.9091 | 372 | 0.7024 | 0.4023 | 0.7024 | 0.8381 |
238
- | No log | 17.0 | 374 | 0.6438 | 0.4964 | 0.6438 | 0.8024 |
239
- | No log | 17.0909 | 376 | 0.6158 | 0.4308 | 0.6158 | 0.7848 |
240
- | No log | 17.1818 | 378 | 0.6258 | 0.4427 | 0.6258 | 0.7911 |
241
- | No log | 17.2727 | 380 | 0.6079 | 0.3978 | 0.6079 | 0.7797 |
242
- | No log | 17.3636 | 382 | 0.6380 | 0.4864 | 0.6380 | 0.7987 |
243
- | No log | 17.4545 | 384 | 0.6805 | 0.4484 | 0.6805 | 0.8249 |
244
- | No log | 17.5455 | 386 | 0.6536 | 0.4484 | 0.6536 | 0.8085 |
245
- | No log | 17.6364 | 388 | 0.6323 | 0.5195 | 0.6323 | 0.7952 |
246
- | No log | 17.7273 | 390 | 0.6439 | 0.4639 | 0.6439 | 0.8024 |
247
- | No log | 17.8182 | 392 | 0.7006 | 0.5601 | 0.7006 | 0.8370 |
248
- | No log | 17.9091 | 394 | 0.7707 | 0.4877 | 0.7707 | 0.8779 |
249
- | No log | 18.0 | 396 | 0.7565 | 0.4741 | 0.7565 | 0.8698 |
250
- | No log | 18.0909 | 398 | 0.7110 | 0.4916 | 0.7110 | 0.8432 |
251
- | No log | 18.1818 | 400 | 0.6524 | 0.4278 | 0.6524 | 0.8077 |
252
- | No log | 18.2727 | 402 | 0.6410 | 0.4006 | 0.6410 | 0.8007 |
253
- | No log | 18.3636 | 404 | 0.6500 | 0.4605 | 0.6500 | 0.8062 |
254
- | No log | 18.4545 | 406 | 0.6587 | 0.4872 | 0.6587 | 0.8116 |
255
- | No log | 18.5455 | 408 | 0.6220 | 0.3927 | 0.6220 | 0.7887 |
256
- | No log | 18.6364 | 410 | 0.6165 | 0.4386 | 0.6165 | 0.7852 |
257
- | No log | 18.7273 | 412 | 0.6096 | 0.4386 | 0.6096 | 0.7808 |
258
- | No log | 18.8182 | 414 | 0.6142 | 0.4747 | 0.6142 | 0.7837 |
259
- | No log | 18.9091 | 416 | 0.6689 | 0.4218 | 0.6689 | 0.8179 |
260
- | No log | 19.0 | 418 | 0.6912 | 0.4144 | 0.6912 | 0.8314 |
261
- | No log | 19.0909 | 420 | 0.6439 | 0.3355 | 0.6439 | 0.8025 |
262
- | No log | 19.1818 | 422 | 0.6118 | 0.4194 | 0.6118 | 0.7822 |
263
- | No log | 19.2727 | 424 | 0.6211 | 0.3810 | 0.6211 | 0.7881 |
264
- | No log | 19.3636 | 426 | 0.6192 | 0.4029 | 0.6192 | 0.7869 |
265
- | No log | 19.4545 | 428 | 0.6353 | 0.3990 | 0.6353 | 0.7971 |
266
- | No log | 19.5455 | 430 | 0.6634 | 0.4845 | 0.6634 | 0.8145 |
267
- | No log | 19.6364 | 432 | 0.6570 | 0.5166 | 0.6570 | 0.8105 |
268
- | No log | 19.7273 | 434 | 0.6222 | 0.5395 | 0.6222 | 0.7888 |
269
- | No log | 19.8182 | 436 | 0.6092 | 0.5437 | 0.6092 | 0.7805 |
270
- | No log | 19.9091 | 438 | 0.6026 | 0.5631 | 0.6026 | 0.7763 |
271
- | No log | 20.0 | 440 | 0.6032 | 0.5631 | 0.6032 | 0.7767 |
272
- | No log | 20.0909 | 442 | 0.6275 | 0.5395 | 0.6275 | 0.7922 |
273
- | No log | 20.1818 | 444 | 0.6194 | 0.5324 | 0.6194 | 0.7870 |
274
- | No log | 20.2727 | 446 | 0.6238 | 0.5485 | 0.6238 | 0.7898 |
275
- | No log | 20.3636 | 448 | 0.6196 | 0.4763 | 0.6196 | 0.7871 |
276
- | No log | 20.4545 | 450 | 0.6393 | 0.5133 | 0.6393 | 0.7996 |
277
- | No log | 20.5455 | 452 | 0.6853 | 0.4782 | 0.6853 | 0.8278 |
278
- | No log | 20.6364 | 454 | 0.6932 | 0.4782 | 0.6932 | 0.8326 |
279
- | No log | 20.7273 | 456 | 0.6787 | 0.4951 | 0.6787 | 0.8239 |
280
- | No log | 20.8182 | 458 | 0.6484 | 0.3816 | 0.6484 | 0.8053 |
281
- | No log | 20.9091 | 460 | 0.6486 | 0.4201 | 0.6486 | 0.8054 |
282
- | No log | 21.0 | 462 | 0.6442 | 0.3738 | 0.6442 | 0.8026 |
283
- | No log | 21.0909 | 464 | 0.6549 | 0.3928 | 0.6549 | 0.8093 |
284
- | No log | 21.1818 | 466 | 0.6504 | 0.3906 | 0.6504 | 0.8065 |
285
- | No log | 21.2727 | 468 | 0.6439 | 0.3906 | 0.6439 | 0.8024 |
286
- | No log | 21.3636 | 470 | 0.6610 | 0.4812 | 0.6610 | 0.8130 |
287
- | No log | 21.4545 | 472 | 0.6499 | 0.4448 | 0.6499 | 0.8062 |
288
- | No log | 21.5455 | 474 | 0.6152 | 0.5340 | 0.6152 | 0.7844 |
289
- | No log | 21.6364 | 476 | 0.6325 | 0.4127 | 0.6325 | 0.7953 |
290
- | No log | 21.7273 | 478 | 0.6941 | 0.4518 | 0.6941 | 0.8332 |
291
- | No log | 21.8182 | 480 | 0.6740 | 0.4261 | 0.6740 | 0.8210 |
292
- | No log | 21.9091 | 482 | 0.6083 | 0.4505 | 0.6083 | 0.7800 |
293
- | No log | 22.0 | 484 | 0.6190 | 0.5632 | 0.6190 | 0.7868 |
294
- | No log | 22.0909 | 486 | 0.6472 | 0.4782 | 0.6472 | 0.8045 |
295
- | No log | 22.1818 | 488 | 0.6391 | 0.5053 | 0.6391 | 0.7995 |
296
- | No log | 22.2727 | 490 | 0.6197 | 0.4091 | 0.6197 | 0.7872 |
297
- | No log | 22.3636 | 492 | 0.6088 | 0.4091 | 0.6088 | 0.7802 |
298
- | No log | 22.4545 | 494 | 0.5983 | 0.4358 | 0.5983 | 0.7735 |
299
- | No log | 22.5455 | 496 | 0.5925 | 0.4768 | 0.5925 | 0.7697 |
300
- | No log | 22.6364 | 498 | 0.5902 | 0.4768 | 0.5902 | 0.7682 |
301
- | 0.3443 | 22.7273 | 500 | 0.5924 | 0.3813 | 0.5924 | 0.7697 |
302
- | 0.3443 | 22.8182 | 502 | 0.5920 | 0.4526 | 0.5920 | 0.7694 |
303
- | 0.3443 | 22.9091 | 504 | 0.5943 | 0.4914 | 0.5943 | 0.7709 |
304
- | 0.3443 | 23.0 | 506 | 0.6052 | 0.4124 | 0.6052 | 0.7780 |
305
- | 0.3443 | 23.0909 | 508 | 0.6077 | 0.4660 | 0.6077 | 0.7796 |
306
- | 0.3443 | 23.1818 | 510 | 0.5948 | 0.4547 | 0.5948 | 0.7712 |
307
- | 0.3443 | 23.2727 | 512 | 0.6023 | 0.4160 | 0.6023 | 0.7761 |
308
- | 0.3443 | 23.3636 | 514 | 0.6111 | 0.4262 | 0.6111 | 0.7818 |
309
- | 0.3443 | 23.4545 | 516 | 0.6103 | 0.4262 | 0.6103 | 0.7812 |
310
- | 0.3443 | 23.5455 | 518 | 0.5974 | 0.4547 | 0.5974 | 0.7729 |
311
- | 0.3443 | 23.6364 | 520 | 0.5922 | 0.4547 | 0.5922 | 0.7695 |
312
- | 0.3443 | 23.7273 | 522 | 0.5869 | 0.4857 | 0.5869 | 0.7661 |
313
- | 0.3443 | 23.8182 | 524 | 0.5802 | 0.4857 | 0.5802 | 0.7617 |
314
- | 0.3443 | 23.9091 | 526 | 0.5779 | 0.5095 | 0.5779 | 0.7602 |
315
- | 0.3443 | 24.0 | 528 | 0.5817 | 0.5307 | 0.5817 | 0.7627 |
316
- | 0.3443 | 24.0909 | 530 | 0.5678 | 0.4857 | 0.5678 | 0.7535 |
317
- | 0.3443 | 24.1818 | 532 | 0.5680 | 0.4160 | 0.5680 | 0.7536 |
318
- | 0.3443 | 24.2727 | 534 | 0.6016 | 0.4307 | 0.6016 | 0.7756 |
319
- | 0.3443 | 24.3636 | 536 | 0.6291 | 0.4005 | 0.6291 | 0.7932 |
320
- | 0.3443 | 24.4545 | 538 | 0.5932 | 0.4012 | 0.5932 | 0.7702 |
321
- | 0.3443 | 24.5455 | 540 | 0.5809 | 0.4160 | 0.5809 | 0.7622 |
322
- | 0.3443 | 24.6364 | 542 | 0.5874 | 0.4160 | 0.5874 | 0.7665 |
323
- | 0.3443 | 24.7273 | 544 | 0.5919 | 0.4160 | 0.5919 | 0.7693 |
324
- | 0.3443 | 24.8182 | 546 | 0.6044 | 0.4463 | 0.6044 | 0.7774 |
325
- | 0.3443 | 24.9091 | 548 | 0.6346 | 0.4257 | 0.6346 | 0.7966 |
326
- | 0.3443 | 25.0 | 550 | 0.7021 | 0.4628 | 0.7021 | 0.8379 |
327
- | 0.3443 | 25.0909 | 552 | 0.7491 | 0.4628 | 0.7491 | 0.8655 |
328
- | 0.3443 | 25.1818 | 554 | 0.7606 | 0.4217 | 0.7606 | 0.8721 |
329
- | 0.3443 | 25.2727 | 556 | 0.7010 | 0.3936 | 0.7010 | 0.8373 |
330
- | 0.3443 | 25.3636 | 558 | 0.6443 | 0.4013 | 0.6443 | 0.8027 |
331
- | 0.3443 | 25.4545 | 560 | 0.6307 | 0.4535 | 0.6307 | 0.7942 |
332
- | 0.3443 | 25.5455 | 562 | 0.6216 | 0.4535 | 0.6216 | 0.7884 |
333
- | 0.3443 | 25.6364 | 564 | 0.6346 | 0.5173 | 0.6346 | 0.7966 |
334
- | 0.3443 | 25.7273 | 566 | 0.6413 | 0.5442 | 0.6413 | 0.8008 |
335
- | 0.3443 | 25.8182 | 568 | 0.6119 | 0.4743 | 0.6119 | 0.7822 |
336
- | 0.3443 | 25.9091 | 570 | 0.5988 | 0.4547 | 0.5988 | 0.7738 |
337
- | 0.3443 | 26.0 | 572 | 0.6045 | 0.4423 | 0.6045 | 0.7775 |
338
- | 0.3443 | 26.0909 | 574 | 0.6070 | 0.4217 | 0.6070 | 0.7791 |
339
- | 0.3443 | 26.1818 | 576 | 0.6294 | 0.4397 | 0.6294 | 0.7933 |
340
- | 0.3443 | 26.2727 | 578 | 0.6681 | 0.4020 | 0.6681 | 0.8174 |
341
- | 0.3443 | 26.3636 | 580 | 0.6766 | 0.4451 | 0.6766 | 0.8226 |
342
- | 0.3443 | 26.4545 | 582 | 0.6441 | 0.3524 | 0.6441 | 0.8025 |
343
- | 0.3443 | 26.5455 | 584 | 0.6193 | 0.3160 | 0.6193 | 0.7870 |
344
- | 0.3443 | 26.6364 | 586 | 0.6190 | 0.3715 | 0.6190 | 0.7868 |
345
- | 0.3443 | 26.7273 | 588 | 0.6279 | 0.3961 | 0.6279 | 0.7924 |
346
- | 0.3443 | 26.8182 | 590 | 0.6836 | 0.4929 | 0.6836 | 0.8268 |
347
- | 0.3443 | 26.9091 | 592 | 0.7925 | 0.4305 | 0.7925 | 0.8902 |
348
- | 0.3443 | 27.0 | 594 | 0.7985 | 0.4481 | 0.7985 | 0.8936 |
349
- | 0.3443 | 27.0909 | 596 | 0.7071 | 0.5023 | 0.7071 | 0.8409 |
350
- | 0.3443 | 27.1818 | 598 | 0.6108 | 0.4881 | 0.6108 | 0.7815 |
351
- | 0.3443 | 27.2727 | 600 | 0.5965 | 0.4 | 0.5965 | 0.7723 |
352
- | 0.3443 | 27.3636 | 602 | 0.5999 | 0.4249 | 0.5999 | 0.7746 |
353
- | 0.3443 | 27.4545 | 604 | 0.6022 | 0.4249 | 0.6022 | 0.7760 |
354
- | 0.3443 | 27.5455 | 606 | 0.5842 | 0.4249 | 0.5842 | 0.7643 |
355
- | 0.3443 | 27.6364 | 608 | 0.5719 | 0.4548 | 0.5719 | 0.7562 |
356
- | 0.3443 | 27.7273 | 610 | 0.5683 | 0.4205 | 0.5683 | 0.7538 |
357
- | 0.3443 | 27.8182 | 612 | 0.5701 | 0.4205 | 0.5701 | 0.7551 |
358
- | 0.3443 | 27.9091 | 614 | 0.5746 | 0.4158 | 0.5746 | 0.7580 |
359
- | 0.3443 | 28.0 | 616 | 0.5858 | 0.4937 | 0.5858 | 0.7654 |
360
- | 0.3443 | 28.0909 | 618 | 0.5823 | 0.3786 | 0.5823 | 0.7631 |
361
- | 0.3443 | 28.1818 | 620 | 0.5884 | 0.3859 | 0.5884 | 0.7671 |
362
- | 0.3443 | 28.2727 | 622 | 0.5984 | 0.3781 | 0.5984 | 0.7736 |
363
- | 0.3443 | 28.3636 | 624 | 0.6234 | 0.3267 | 0.6234 | 0.7896 |
364
- | 0.3443 | 28.4545 | 626 | 0.6489 | 0.3737 | 0.6489 | 0.8056 |
365
- | 0.3443 | 28.5455 | 628 | 0.6723 | 0.3737 | 0.6723 | 0.8199 |
366
- | 0.3443 | 28.6364 | 630 | 0.6596 | 0.3127 | 0.6596 | 0.8121 |
367
 
368
 
369
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k7_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_k7_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: 0.6847
19
+ - Qwk: 0.4234
20
+ - Mse: 0.6847
21
+ - Rmse: 0.8275
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.08 | 2 | 2.5227 | -0.0407 | 2.5227 | 1.5883 |
53
+ | No log | 0.16 | 4 | 1.1792 | 0.1565 | 1.1792 | 1.0859 |
54
+ | No log | 0.24 | 6 | 0.9680 | -0.0622 | 0.9680 | 0.9839 |
55
+ | No log | 0.32 | 8 | 0.8298 | -0.0027 | 0.8298 | 0.9110 |
56
+ | No log | 0.4 | 10 | 0.8954 | 0.0798 | 0.8954 | 0.9463 |
57
+ | No log | 0.48 | 12 | 0.9426 | 0.0428 | 0.9426 | 0.9709 |
58
+ | No log | 0.56 | 14 | 1.0014 | 0.0 | 1.0014 | 1.0007 |
59
+ | No log | 0.64 | 16 | 0.9426 | 0.0 | 0.9426 | 0.9709 |
60
+ | No log | 0.72 | 18 | 0.8572 | 0.0 | 0.8572 | 0.9259 |
61
+ | No log | 0.8 | 20 | 0.7974 | 0.0 | 0.7974 | 0.8930 |
62
+ | No log | 0.88 | 22 | 0.7344 | 0.0840 | 0.7344 | 0.8570 |
63
+ | No log | 0.96 | 24 | 0.7425 | 0.3084 | 0.7425 | 0.8617 |
64
+ | No log | 1.04 | 26 | 0.7208 | 0.1983 | 0.7208 | 0.8490 |
65
+ | No log | 1.12 | 28 | 0.6894 | 0.1617 | 0.6894 | 0.8303 |
66
+ | No log | 1.2 | 30 | 0.6930 | 0.0884 | 0.6930 | 0.8325 |
67
+ | No log | 1.28 | 32 | 0.7222 | 0.0481 | 0.7222 | 0.8498 |
68
+ | No log | 1.3600 | 34 | 0.7930 | 0.0937 | 0.7930 | 0.8905 |
69
+ | No log | 1.44 | 36 | 0.9042 | 0.1352 | 0.9042 | 0.9509 |
70
+ | No log | 1.52 | 38 | 0.8928 | 0.0509 | 0.8928 | 0.9449 |
71
+ | No log | 1.6 | 40 | 0.7673 | 0.0481 | 0.7673 | 0.8760 |
72
+ | No log | 1.6800 | 42 | 0.7131 | 0.1617 | 0.7131 | 0.8445 |
73
+ | No log | 1.76 | 44 | 0.7964 | 0.0327 | 0.7964 | 0.8924 |
74
+ | No log | 1.8400 | 46 | 0.7996 | 0.0840 | 0.7996 | 0.8942 |
75
+ | No log | 1.92 | 48 | 0.7862 | 0.0840 | 0.7862 | 0.8867 |
76
+ | No log | 2.0 | 50 | 0.7218 | 0.1287 | 0.7218 | 0.8496 |
77
+ | No log | 2.08 | 52 | 0.6928 | -0.0027 | 0.6928 | 0.8324 |
78
+ | No log | 2.16 | 54 | 0.7167 | 0.0 | 0.7167 | 0.8466 |
79
+ | No log | 2.24 | 56 | 0.7121 | 0.0 | 0.7121 | 0.8439 |
80
+ | No log | 2.32 | 58 | 0.7353 | 0.1983 | 0.7353 | 0.8575 |
81
+ | No log | 2.4 | 60 | 0.7674 | 0.1236 | 0.7674 | 0.8760 |
82
+ | No log | 2.48 | 62 | 0.7694 | 0.0 | 0.7694 | 0.8772 |
83
+ | No log | 2.56 | 64 | 0.7843 | 0.0027 | 0.7843 | 0.8856 |
84
+ | No log | 2.64 | 66 | 0.8117 | 0.0522 | 0.8117 | 0.9010 |
85
+ | No log | 2.7200 | 68 | 0.9268 | 0.1973 | 0.9268 | 0.9627 |
86
+ | No log | 2.8 | 70 | 0.9023 | 0.1661 | 0.9023 | 0.9499 |
87
+ | No log | 2.88 | 72 | 0.7843 | 0.1267 | 0.7843 | 0.8856 |
88
+ | No log | 2.96 | 74 | 0.7577 | 0.1313 | 0.7577 | 0.8704 |
89
+ | No log | 3.04 | 76 | 0.8465 | 0.2244 | 0.8465 | 0.9200 |
90
+ | No log | 3.12 | 78 | 0.8561 | 0.2352 | 0.8561 | 0.9252 |
91
+ | No log | 3.2 | 80 | 0.7819 | 0.2950 | 0.7819 | 0.8843 |
92
+ | No log | 3.2800 | 82 | 0.7702 | 0.1456 | 0.7702 | 0.8776 |
93
+ | No log | 3.36 | 84 | 0.7762 | 0.1580 | 0.7762 | 0.8810 |
94
+ | No log | 3.44 | 86 | 0.7754 | 0.2368 | 0.7754 | 0.8806 |
95
+ | No log | 3.52 | 88 | 0.7533 | 0.3302 | 0.7533 | 0.8679 |
96
+ | No log | 3.6 | 90 | 0.8243 | 0.3243 | 0.8243 | 0.9079 |
97
+ | No log | 3.68 | 92 | 0.8114 | 0.3229 | 0.8114 | 0.9008 |
98
+ | No log | 3.76 | 94 | 0.8300 | 0.2484 | 0.8300 | 0.9111 |
99
+ | No log | 3.84 | 96 | 0.8448 | 0.2940 | 0.8448 | 0.9191 |
100
+ | No log | 3.92 | 98 | 0.8252 | 0.1960 | 0.8252 | 0.9084 |
101
+ | No log | 4.0 | 100 | 0.7820 | 0.2002 | 0.7820 | 0.8843 |
102
+ | No log | 4.08 | 102 | 0.7684 | 0.1353 | 0.7684 | 0.8766 |
103
+ | No log | 4.16 | 104 | 0.7856 | 0.2817 | 0.7856 | 0.8863 |
104
+ | No log | 4.24 | 106 | 0.7753 | 0.3261 | 0.7753 | 0.8805 |
105
+ | No log | 4.32 | 108 | 0.7504 | 0.3372 | 0.7504 | 0.8663 |
106
+ | No log | 4.4 | 110 | 0.7168 | 0.3166 | 0.7168 | 0.8466 |
107
+ | No log | 4.48 | 112 | 0.6895 | 0.3465 | 0.6895 | 0.8304 |
108
+ | No log | 4.5600 | 114 | 0.6751 | 0.3243 | 0.6751 | 0.8217 |
109
+ | No log | 4.64 | 116 | 0.6948 | 0.4243 | 0.6948 | 0.8336 |
110
+ | No log | 4.72 | 118 | 0.6791 | 0.4444 | 0.6791 | 0.8241 |
111
+ | No log | 4.8 | 120 | 0.6787 | 0.4660 | 0.6787 | 0.8239 |
112
+ | No log | 4.88 | 122 | 0.7018 | 0.4419 | 0.7018 | 0.8378 |
113
+ | No log | 4.96 | 124 | 0.7604 | 0.4147 | 0.7604 | 0.8720 |
114
+ | No log | 5.04 | 126 | 0.8114 | 0.2488 | 0.8114 | 0.9008 |
115
+ | No log | 5.12 | 128 | 0.8095 | 0.2053 | 0.8095 | 0.8997 |
116
+ | No log | 5.2 | 130 | 0.8161 | 0.3590 | 0.8161 | 0.9034 |
117
+ | No log | 5.28 | 132 | 0.8703 | 0.3159 | 0.8703 | 0.9329 |
118
+ | No log | 5.36 | 134 | 0.8081 | 0.2975 | 0.8081 | 0.8989 |
119
+ | No log | 5.44 | 136 | 0.7967 | 0.3034 | 0.7967 | 0.8926 |
120
+ | No log | 5.52 | 138 | 0.9691 | 0.2091 | 0.9691 | 0.9844 |
121
+ | No log | 5.6 | 140 | 0.9140 | 0.1497 | 0.9140 | 0.9560 |
122
+ | No log | 5.68 | 142 | 0.7822 | 0.2965 | 0.7822 | 0.8844 |
123
+ | No log | 5.76 | 144 | 0.8410 | 0.3034 | 0.8410 | 0.9171 |
124
+ | No log | 5.84 | 146 | 0.9301 | 0.2949 | 0.9301 | 0.9644 |
125
+ | No log | 5.92 | 148 | 0.8805 | 0.3157 | 0.8805 | 0.9383 |
126
+ | No log | 6.0 | 150 | 0.8534 | 0.1424 | 0.8534 | 0.9238 |
127
+ | No log | 6.08 | 152 | 0.8771 | 0.1528 | 0.8771 | 0.9365 |
128
+ | No log | 6.16 | 154 | 0.7933 | 0.1325 | 0.7933 | 0.8907 |
129
+ | No log | 6.24 | 156 | 0.7235 | 0.3864 | 0.7235 | 0.8506 |
130
+ | No log | 6.32 | 158 | 0.7209 | 0.4103 | 0.7209 | 0.8490 |
131
+ | No log | 6.4 | 160 | 0.7299 | 0.3980 | 0.7299 | 0.8544 |
132
+ | No log | 6.48 | 162 | 0.7994 | 0.4114 | 0.7994 | 0.8941 |
133
+ | No log | 6.5600 | 164 | 0.7673 | 0.3910 | 0.7673 | 0.8760 |
134
+ | No log | 6.64 | 166 | 0.7620 | 0.4328 | 0.7620 | 0.8729 |
135
+ | No log | 6.72 | 168 | 0.8154 | 0.2906 | 0.8154 | 0.9030 |
136
+ | No log | 6.8 | 170 | 0.7767 | 0.2016 | 0.7767 | 0.8813 |
137
+ | No log | 6.88 | 172 | 0.7932 | 0.4234 | 0.7932 | 0.8906 |
138
+ | No log | 6.96 | 174 | 0.9537 | 0.2394 | 0.9537 | 0.9766 |
139
+ | No log | 7.04 | 176 | 0.9661 | 0.2260 | 0.9661 | 0.9829 |
140
+ | No log | 7.12 | 178 | 0.8096 | 0.3261 | 0.8096 | 0.8998 |
141
+ | No log | 7.2 | 180 | 0.7431 | 0.3293 | 0.7431 | 0.8620 |
142
+ | No log | 7.28 | 182 | 0.8212 | 0.2193 | 0.8212 | 0.9062 |
143
+ | No log | 7.36 | 184 | 0.8764 | 0.1605 | 0.8764 | 0.9362 |
144
+ | No log | 7.44 | 186 | 0.8504 | 0.1924 | 0.8504 | 0.9222 |
145
+ | No log | 7.52 | 188 | 0.7990 | 0.1168 | 0.7990 | 0.8939 |
146
+ | No log | 7.6 | 190 | 0.7951 | 0.2078 | 0.7951 | 0.8917 |
147
+ | No log | 7.68 | 192 | 0.8362 | 0.3500 | 0.8362 | 0.9144 |
148
+ | No log | 7.76 | 194 | 0.8728 | 0.3409 | 0.8728 | 0.9343 |
149
+ | No log | 7.84 | 196 | 0.9144 | 0.2564 | 0.9144 | 0.9563 |
150
+ | No log | 7.92 | 198 | 0.8210 | 0.4134 | 0.8210 | 0.9061 |
151
+ | No log | 8.0 | 200 | 0.7830 | 0.4125 | 0.7830 | 0.8849 |
152
+ | No log | 8.08 | 202 | 0.8251 | 0.2741 | 0.8251 | 0.9083 |
153
+ | No log | 8.16 | 204 | 0.8268 | 0.2429 | 0.8268 | 0.9093 |
154
+ | No log | 8.24 | 206 | 0.8039 | 0.2862 | 0.8039 | 0.8966 |
155
+ | No log | 8.32 | 208 | 0.8287 | 0.3260 | 0.8287 | 0.9103 |
156
+ | No log | 8.4 | 210 | 0.8825 | 0.3146 | 0.8825 | 0.9394 |
157
+ | No log | 8.48 | 212 | 0.8859 | 0.3525 | 0.8859 | 0.9412 |
158
+ | No log | 8.56 | 214 | 0.9464 | 0.3060 | 0.9464 | 0.9728 |
159
+ | No log | 8.64 | 216 | 0.9302 | 0.2723 | 0.9302 | 0.9645 |
160
+ | No log | 8.72 | 218 | 0.8989 | 0.2968 | 0.8989 | 0.9481 |
161
+ | No log | 8.8 | 220 | 0.8286 | 0.3161 | 0.8286 | 0.9102 |
162
+ | No log | 8.88 | 222 | 0.8109 | 0.3861 | 0.8109 | 0.9005 |
163
+ | No log | 8.96 | 224 | 0.8085 | 0.3146 | 0.8085 | 0.8992 |
164
+ | No log | 9.04 | 226 | 0.8020 | 0.3746 | 0.8020 | 0.8956 |
165
+ | No log | 9.12 | 228 | 0.7821 | 0.3450 | 0.7821 | 0.8844 |
166
+ | No log | 9.2 | 230 | 0.7536 | 0.3918 | 0.7536 | 0.8681 |
167
+ | No log | 9.28 | 232 | 0.6952 | 0.3840 | 0.6952 | 0.8338 |
168
+ | No log | 9.36 | 234 | 0.7285 | 0.4451 | 0.7285 | 0.8535 |
169
+ | No log | 9.44 | 236 | 0.7908 | 0.4625 | 0.7908 | 0.8893 |
170
+ | No log | 9.52 | 238 | 0.7338 | 0.4408 | 0.7338 | 0.8566 |
171
+ | No log | 9.6 | 240 | 0.7076 | 0.3598 | 0.7076 | 0.8412 |
172
+ | No log | 9.68 | 242 | 0.7255 | 0.3768 | 0.7255 | 0.8518 |
173
+ | No log | 9.76 | 244 | 0.7221 | 0.3375 | 0.7221 | 0.8498 |
174
+ | No log | 9.84 | 246 | 0.7414 | 0.3701 | 0.7414 | 0.8610 |
175
+ | No log | 9.92 | 248 | 0.7929 | 0.4263 | 0.7929 | 0.8905 |
176
+ | No log | 10.0 | 250 | 0.8388 | 0.3543 | 0.8388 | 0.9159 |
177
+ | No log | 10.08 | 252 | 0.8125 | 0.2643 | 0.8125 | 0.9014 |
178
+ | No log | 10.16 | 254 | 0.7736 | 0.3441 | 0.7736 | 0.8795 |
179
+ | No log | 10.24 | 256 | 0.7880 | 0.4044 | 0.7880 | 0.8877 |
180
+ | No log | 10.32 | 258 | 0.7463 | 0.2689 | 0.7463 | 0.8639 |
181
+ | No log | 10.4 | 260 | 0.7377 | 0.3442 | 0.7377 | 0.8589 |
182
+ | No log | 10.48 | 262 | 0.7391 | 0.2999 | 0.7391 | 0.8597 |
183
+ | No log | 10.56 | 264 | 0.7746 | 0.3690 | 0.7746 | 0.8801 |
184
+ | No log | 10.64 | 266 | 0.8251 | 0.3173 | 0.8251 | 0.9084 |
185
+ | No log | 10.72 | 268 | 0.7925 | 0.3196 | 0.7925 | 0.8902 |
186
+ | No log | 10.8 | 270 | 0.8060 | 0.3083 | 0.8060 | 0.8977 |
187
+ | No log | 10.88 | 272 | 0.9166 | 0.3274 | 0.9166 | 0.9574 |
188
+ | No log | 10.96 | 274 | 0.8662 | 0.3333 | 0.8662 | 0.9307 |
189
+ | No log | 11.04 | 276 | 0.7373 | 0.3640 | 0.7373 | 0.8587 |
190
+ | No log | 11.12 | 278 | 0.7224 | 0.3762 | 0.7224 | 0.8499 |
191
+ | No log | 11.2 | 280 | 0.7608 | 0.3640 | 0.7608 | 0.8723 |
192
+ | No log | 11.28 | 282 | 0.8704 | 0.3194 | 0.8704 | 0.9329 |
193
+ | No log | 11.36 | 284 | 0.8886 | 0.3333 | 0.8886 | 0.9427 |
194
+ | No log | 11.44 | 286 | 0.7421 | 0.4212 | 0.7421 | 0.8614 |
195
+ | No log | 11.52 | 288 | 0.6815 | 0.4278 | 0.6815 | 0.8255 |
196
+ | No log | 11.6 | 290 | 0.6852 | 0.4234 | 0.6852 | 0.8278 |
197
+ | No log | 11.68 | 292 | 0.7277 | 0.3930 | 0.7277 | 0.8531 |
198
+ | No log | 11.76 | 294 | 0.6716 | 0.4562 | 0.6716 | 0.8195 |
199
+ | No log | 11.84 | 296 | 0.6478 | 0.4581 | 0.6478 | 0.8049 |
200
+ | No log | 11.92 | 298 | 0.6425 | 0.4342 | 0.6425 | 0.8016 |
201
+ | No log | 12.0 | 300 | 0.6533 | 0.5133 | 0.6533 | 0.8083 |
202
+ | No log | 12.08 | 302 | 0.7351 | 0.4916 | 0.7351 | 0.8574 |
203
+ | No log | 12.16 | 304 | 0.7540 | 0.4542 | 0.7540 | 0.8684 |
204
+ | No log | 12.24 | 306 | 0.7281 | 0.4523 | 0.7281 | 0.8533 |
205
+ | No log | 12.32 | 308 | 0.7259 | 0.4073 | 0.7259 | 0.8520 |
206
+ | No log | 12.4 | 310 | 0.7255 | 0.2973 | 0.7255 | 0.8518 |
207
+ | No log | 12.48 | 312 | 0.7212 | 0.2634 | 0.7212 | 0.8492 |
208
+ | No log | 12.56 | 314 | 0.7379 | 0.5081 | 0.7379 | 0.8590 |
209
+ | No log | 12.64 | 316 | 0.7887 | 0.4315 | 0.7887 | 0.8881 |
210
+ | No log | 12.72 | 318 | 0.7345 | 0.4464 | 0.7345 | 0.8570 |
211
+ | No log | 12.8 | 320 | 0.6923 | 0.3472 | 0.6923 | 0.8320 |
212
+ | No log | 12.88 | 322 | 0.7280 | 0.3455 | 0.7280 | 0.8532 |
213
+ | No log | 12.96 | 324 | 0.7216 | 0.4196 | 0.7216 | 0.8495 |
214
+ | No log | 13.04 | 326 | 0.8100 | 0.4550 | 0.8100 | 0.9000 |
215
+ | No log | 13.12 | 328 | 0.8011 | 0.4212 | 0.8011 | 0.8950 |
216
+ | No log | 13.2 | 330 | 0.7152 | 0.4125 | 0.7152 | 0.8457 |
217
+ | No log | 13.28 | 332 | 0.7069 | 0.3311 | 0.7069 | 0.8408 |
218
+ | No log | 13.36 | 334 | 0.7081 | 0.3311 | 0.7081 | 0.8415 |
219
+ | No log | 13.44 | 336 | 0.7065 | 0.3034 | 0.7065 | 0.8405 |
220
+ | No log | 13.52 | 338 | 0.7107 | 0.3738 | 0.7107 | 0.8430 |
221
+ | No log | 13.6 | 340 | 0.7151 | 0.2453 | 0.7151 | 0.8457 |
222
+ | No log | 13.68 | 342 | 0.7319 | 0.2867 | 0.7319 | 0.8555 |
223
+ | No log | 13.76 | 344 | 0.7185 | 0.2867 | 0.7185 | 0.8477 |
224
+ | No log | 13.84 | 346 | 0.6886 | 0.4419 | 0.6886 | 0.8298 |
225
+ | No log | 13.92 | 348 | 0.7295 | 0.4352 | 0.7295 | 0.8541 |
226
+ | No log | 14.0 | 350 | 0.7199 | 0.4352 | 0.7199 | 0.8485 |
227
+ | No log | 14.08 | 352 | 0.6973 | 0.4267 | 0.6973 | 0.8351 |
228
+ | No log | 14.16 | 354 | 0.6785 | 0.3551 | 0.6785 | 0.8237 |
229
+ | No log | 14.24 | 356 | 0.6846 | 0.3551 | 0.6846 | 0.8274 |
230
+ | No log | 14.32 | 358 | 0.7130 | 0.3990 | 0.7130 | 0.8444 |
231
+ | No log | 14.4 | 360 | 0.7493 | 0.4352 | 0.7493 | 0.8656 |
232
+ | No log | 14.48 | 362 | 0.7888 | 0.3746 | 0.7888 | 0.8882 |
233
+ | No log | 14.56 | 364 | 0.8293 | 0.3653 | 0.8293 | 0.9106 |
234
+ | No log | 14.64 | 366 | 0.8140 | 0.3985 | 0.8140 | 0.9022 |
235
+ | No log | 14.72 | 368 | 0.7447 | 0.4234 | 0.7447 | 0.8630 |
236
+ | No log | 14.8 | 370 | 0.7165 | 0.3311 | 0.7165 | 0.8464 |
237
+ | No log | 14.88 | 372 | 0.7034 | 0.4535 | 0.7034 | 0.8387 |
238
+ | No log | 14.96 | 374 | 0.7193 | 0.4493 | 0.7193 | 0.8481 |
239
+ | No log | 15.04 | 376 | 0.7360 | 0.3841 | 0.7360 | 0.8579 |
240
+ | No log | 15.12 | 378 | 0.7131 | 0.4743 | 0.7131 | 0.8444 |
241
+ | No log | 15.2 | 380 | 0.7017 | 0.4681 | 0.7017 | 0.8377 |
242
+ | No log | 15.28 | 382 | 0.7042 | 0.4418 | 0.7042 | 0.8391 |
243
+ | No log | 15.36 | 384 | 0.7107 | 0.4438 | 0.7107 | 0.8431 |
244
+ | No log | 15.44 | 386 | 0.7036 | 0.4116 | 0.7036 | 0.8388 |
245
+ | No log | 15.52 | 388 | 0.7191 | 0.4434 | 0.7191 | 0.8480 |
246
+ | No log | 15.6 | 390 | 0.7236 | 0.4455 | 0.7236 | 0.8506 |
247
+ | No log | 15.68 | 392 | 0.7316 | 0.3235 | 0.7316 | 0.8554 |
248
+ | No log | 15.76 | 394 | 0.7334 | 0.2511 | 0.7334 | 0.8564 |
249
+ | No log | 15.84 | 396 | 0.7255 | 0.3961 | 0.7255 | 0.8517 |
250
+ | No log | 15.92 | 398 | 0.7511 | 0.4618 | 0.7511 | 0.8667 |
251
+ | No log | 16.0 | 400 | 0.8104 | 0.3409 | 0.8104 | 0.9002 |
252
+ | No log | 16.08 | 402 | 0.7619 | 0.4212 | 0.7619 | 0.8729 |
253
+ | No log | 16.16 | 404 | 0.6978 | 0.3504 | 0.6978 | 0.8353 |
254
+ | No log | 16.24 | 406 | 0.6849 | 0.3577 | 0.6849 | 0.8276 |
255
+ | No log | 16.32 | 408 | 0.6752 | 0.4027 | 0.6752 | 0.8217 |
256
+ | No log | 16.4 | 410 | 0.6750 | 0.3945 | 0.6750 | 0.8216 |
257
+ | No log | 16.48 | 412 | 0.6786 | 0.3945 | 0.6786 | 0.8238 |
258
+ | No log | 16.56 | 414 | 0.6804 | 0.3945 | 0.6804 | 0.8249 |
259
+ | No log | 16.64 | 416 | 0.6809 | 0.3945 | 0.6809 | 0.8252 |
260
+ | No log | 16.72 | 418 | 0.7027 | 0.3788 | 0.7027 | 0.8383 |
261
+ | No log | 16.8 | 420 | 0.7231 | 0.4451 | 0.7231 | 0.8503 |
262
+ | No log | 16.88 | 422 | 0.7585 | 0.4093 | 0.7585 | 0.8709 |
263
+ | No log | 16.96 | 424 | 0.8096 | 0.4180 | 0.8096 | 0.8998 |
264
+ | No log | 17.04 | 426 | 0.7331 | 0.4072 | 0.7331 | 0.8562 |
265
+ | No log | 17.12 | 428 | 0.6530 | 0.5271 | 0.6530 | 0.8081 |
266
+ | No log | 17.2 | 430 | 0.6493 | 0.4618 | 0.6493 | 0.8058 |
267
+ | No log | 17.28 | 432 | 0.6683 | 0.4855 | 0.6683 | 0.8175 |
268
+ | No log | 17.36 | 434 | 0.6801 | 0.5149 | 0.6801 | 0.8247 |
269
+ | No log | 17.44 | 436 | 0.6256 | 0.4816 | 0.6256 | 0.7909 |
270
+ | No log | 17.52 | 438 | 0.6071 | 0.4768 | 0.6071 | 0.7792 |
271
+ | No log | 17.6 | 440 | 0.6042 | 0.4747 | 0.6042 | 0.7773 |
272
+ | No log | 17.68 | 442 | 0.6560 | 0.4684 | 0.6560 | 0.8099 |
273
+ | No log | 17.76 | 444 | 0.8019 | 0.4133 | 0.8019 | 0.8955 |
274
+ | No log | 17.84 | 446 | 0.8680 | 0.3928 | 0.8680 | 0.9317 |
275
+ | No log | 17.92 | 448 | 0.7798 | 0.4450 | 0.7798 | 0.8831 |
276
+ | No log | 18.0 | 450 | 0.6485 | 0.5017 | 0.6485 | 0.8053 |
277
+ | No log | 18.08 | 452 | 0.6198 | 0.4027 | 0.6198 | 0.7873 |
278
+ | No log | 18.16 | 454 | 0.6316 | 0.4526 | 0.6316 | 0.7948 |
279
+ | No log | 18.24 | 456 | 0.6324 | 0.4229 | 0.6324 | 0.7952 |
280
+ | No log | 18.32 | 458 | 0.6908 | 0.4582 | 0.6908 | 0.8311 |
281
+ | No log | 18.4 | 460 | 0.7834 | 0.3869 | 0.7834 | 0.8851 |
282
+ | No log | 18.48 | 462 | 0.7368 | 0.4582 | 0.7368 | 0.8584 |
283
+ | No log | 18.56 | 464 | 0.6664 | 0.4234 | 0.6664 | 0.8163 |
284
+ | No log | 18.64 | 466 | 0.6579 | 0.3603 | 0.6579 | 0.8111 |
285
+ | No log | 18.72 | 468 | 0.6487 | 0.3984 | 0.6487 | 0.8054 |
286
+ | No log | 18.8 | 470 | 0.6525 | 0.4618 | 0.6525 | 0.8078 |
287
+ | No log | 18.88 | 472 | 0.6643 | 0.4855 | 0.6643 | 0.8151 |
288
+ | No log | 18.96 | 474 | 0.6391 | 0.4855 | 0.6391 | 0.7994 |
289
+ | No log | 19.04 | 476 | 0.6262 | 0.4253 | 0.6262 | 0.7913 |
290
+ | No log | 19.12 | 478 | 0.6432 | 0.3886 | 0.6432 | 0.8020 |
291
+ | No log | 19.2 | 480 | 0.6436 | 0.3467 | 0.6436 | 0.8023 |
292
+ | No log | 19.28 | 482 | 0.6401 | 0.4660 | 0.6401 | 0.8001 |
293
+ | No log | 19.36 | 484 | 0.7102 | 0.3699 | 0.7102 | 0.8427 |
294
+ | No log | 19.44 | 486 | 0.7455 | 0.3630 | 0.7455 | 0.8634 |
295
+ | No log | 19.52 | 488 | 0.7342 | 0.3770 | 0.7342 | 0.8568 |
296
+ | No log | 19.6 | 490 | 0.6823 | 0.5036 | 0.6823 | 0.8260 |
297
+ | No log | 19.68 | 492 | 0.6726 | 0.2867 | 0.6726 | 0.8201 |
298
+ | No log | 19.76 | 494 | 0.6616 | 0.3198 | 0.6616 | 0.8134 |
299
+ | No log | 19.84 | 496 | 0.6561 | 0.4875 | 0.6561 | 0.8100 |
300
+ | No log | 19.92 | 498 | 0.6573 | 0.4597 | 0.6573 | 0.8107 |
301
+ | 0.3111 | 20.0 | 500 | 0.6604 | 0.4352 | 0.6604 | 0.8127 |
302
+ | 0.3111 | 20.08 | 502 | 0.6477 | 0.5036 | 0.6477 | 0.8048 |
303
+ | 0.3111 | 20.16 | 504 | 0.6539 | 0.3754 | 0.6539 | 0.8086 |
304
+ | 0.3111 | 20.24 | 506 | 0.6812 | 0.3051 | 0.6812 | 0.8254 |
305
+ | 0.3111 | 20.32 | 508 | 0.6630 | 0.3703 | 0.6630 | 0.8142 |
306
+ | 0.3111 | 20.4 | 510 | 0.6393 | 0.4419 | 0.6393 | 0.7996 |
307
+ | 0.3111 | 20.48 | 512 | 0.6419 | 0.5131 | 0.6419 | 0.8012 |
308
+ | 0.3111 | 20.56 | 514 | 0.6403 | 0.3352 | 0.6403 | 0.8002 |
309
+ | 0.3111 | 20.64 | 516 | 0.6436 | 0.4378 | 0.6436 | 0.8022 |
310
+ | 0.3111 | 20.72 | 518 | 0.6494 | 0.3754 | 0.6494 | 0.8059 |
311
+ | 0.3111 | 20.8 | 520 | 0.6589 | 0.4229 | 0.6589 | 0.8117 |
312
+ | 0.3111 | 20.88 | 522 | 0.6631 | 0.3100 | 0.6631 | 0.8143 |
313
+ | 0.3111 | 20.96 | 524 | 0.6616 | 0.3366 | 0.6616 | 0.8134 |
314
+ | 0.3111 | 21.04 | 526 | 0.6847 | 0.4234 | 0.6847 | 0.8275 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
315
 
316
 
317
  ### Framework versions