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Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask8_organization

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bert
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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask7_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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- # Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask7_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: 0.6898
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- - Qwk: 0.6360
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- - Mse: 0.6898
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- - Rmse: 0.8306
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  ## Model description
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@@ -47,265 +47,282 @@ 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 | 0.0202 | 2 | 4.0402 | -0.0231 | 4.0402 | 2.0100 |
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- | No log | 0.0404 | 4 | 3.0226 | 0.0692 | 3.0226 | 1.7386 |
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- | No log | 0.0606 | 6 | 2.0617 | 0.1058 | 2.0617 | 1.4359 |
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- | No log | 0.0808 | 8 | 1.1022 | 0.1929 | 1.1022 | 1.0498 |
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- | No log | 0.1010 | 10 | 1.2230 | 0.0120 | 1.2230 | 1.1059 |
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- | No log | 0.1212 | 12 | 1.7696 | -0.2639 | 1.7696 | 1.3303 |
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- | No log | 0.1414 | 14 | 1.9932 | -0.0869 | 1.9932 | 1.4118 |
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- | No log | 0.1616 | 16 | 1.3918 | -0.0522 | 1.3918 | 1.1797 |
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- | No log | 0.1818 | 18 | 1.2111 | 0.1616 | 1.2111 | 1.1005 |
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- | No log | 0.2020 | 20 | 1.2560 | 0.1811 | 1.2560 | 1.1207 |
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- | No log | 0.2222 | 22 | 1.0318 | 0.2798 | 1.0318 | 1.0158 |
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- | No log | 0.2424 | 24 | 0.9611 | 0.3560 | 0.9611 | 0.9804 |
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- | No log | 0.2626 | 26 | 0.9561 | 0.3663 | 0.9561 | 0.9778 |
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- | No log | 0.2828 | 28 | 0.9200 | 0.4106 | 0.9200 | 0.9592 |
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- | No log | 0.3030 | 30 | 0.8172 | 0.4470 | 0.8172 | 0.9040 |
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- | No log | 0.3232 | 32 | 0.7922 | 0.4635 | 0.7922 | 0.8901 |
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- | No log | 0.3434 | 34 | 0.8234 | 0.4748 | 0.8234 | 0.9074 |
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- | No log | 0.3636 | 36 | 1.0293 | 0.4391 | 1.0293 | 1.0146 |
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- | No log | 0.3838 | 38 | 1.1250 | 0.4203 | 1.1250 | 1.0607 |
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- | No log | 0.4040 | 40 | 1.0591 | 0.3906 | 1.0591 | 1.0291 |
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- | No log | 0.4242 | 42 | 0.8724 | 0.4459 | 0.8724 | 0.9340 |
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- | No log | 0.4444 | 44 | 0.7886 | 0.5360 | 0.7886 | 0.8880 |
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- | No log | 0.4646 | 46 | 0.7855 | 0.5354 | 0.7855 | 0.8863 |
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- | No log | 0.4848 | 48 | 0.8765 | 0.3957 | 0.8765 | 0.9362 |
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- | No log | 0.5051 | 50 | 0.8846 | 0.3959 | 0.8846 | 0.9405 |
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- | No log | 0.5253 | 52 | 0.8334 | 0.4051 | 0.8334 | 0.9129 |
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- | No log | 0.5455 | 54 | 0.7773 | 0.4799 | 0.7773 | 0.8816 |
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- | No log | 0.5657 | 56 | 0.8110 | 0.4037 | 0.8110 | 0.9006 |
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- | No log | 0.5859 | 58 | 0.9395 | 0.3326 | 0.9395 | 0.9693 |
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- | No log | 0.6061 | 60 | 0.8725 | 0.3700 | 0.8725 | 0.9341 |
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- | No log | 0.6263 | 62 | 0.7622 | 0.4630 | 0.7622 | 0.8731 |
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- | No log | 0.6465 | 64 | 0.8046 | 0.4498 | 0.8046 | 0.8970 |
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- | No log | 0.6667 | 66 | 0.8282 | 0.4592 | 0.8282 | 0.9100 |
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- | No log | 0.6869 | 68 | 0.8390 | 0.4900 | 0.8390 | 0.9160 |
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- | No log | 0.7071 | 70 | 0.8249 | 0.5384 | 0.8249 | 0.9083 |
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- | No log | 0.7273 | 72 | 0.8262 | 0.5376 | 0.8262 | 0.9090 |
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- | No log | 0.7475 | 74 | 0.7405 | 0.6140 | 0.7405 | 0.8605 |
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- | No log | 0.7677 | 76 | 0.7168 | 0.6312 | 0.7168 | 0.8466 |
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- | No log | 0.7879 | 78 | 0.7348 | 0.6098 | 0.7348 | 0.8572 |
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- | No log | 0.8081 | 80 | 0.8223 | 0.4280 | 0.8223 | 0.9068 |
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- | No log | 0.8283 | 82 | 0.9091 | 0.3420 | 0.9091 | 0.9535 |
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- | No log | 0.8485 | 84 | 0.7518 | 0.5131 | 0.7518 | 0.8671 |
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- | No log | 0.8687 | 86 | 0.6500 | 0.6553 | 0.6500 | 0.8063 |
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- | No log | 0.8889 | 88 | 0.6924 | 0.6523 | 0.6924 | 0.8321 |
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- | No log | 0.9091 | 90 | 0.7550 | 0.6176 | 0.7550 | 0.8689 |
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- | No log | 0.9293 | 92 | 0.7450 | 0.6427 | 0.7450 | 0.8631 |
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- | No log | 0.9495 | 94 | 0.8777 | 0.5760 | 0.8777 | 0.9368 |
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- | No log | 0.9697 | 96 | 0.8970 | 0.5686 | 0.8970 | 0.9471 |
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- | No log | 0.9899 | 98 | 0.8661 | 0.5742 | 0.8661 | 0.9306 |
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- | No log | 1.0101 | 100 | 0.9210 | 0.5555 | 0.9210 | 0.9597 |
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- | No log | 1.0303 | 102 | 0.9670 | 0.5429 | 0.9670 | 0.9834 |
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- | No log | 1.0505 | 104 | 0.9172 | 0.5108 | 0.9172 | 0.9577 |
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- | No log | 1.0707 | 106 | 0.7694 | 0.6265 | 0.7694 | 0.8772 |
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- | No log | 1.0909 | 108 | 0.8451 | 0.6268 | 0.8451 | 0.9193 |
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- | No log | 1.1111 | 110 | 0.8826 | 0.6121 | 0.8826 | 0.9395 |
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- | No log | 1.1313 | 112 | 0.7331 | 0.6219 | 0.7331 | 0.8562 |
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- | No log | 1.1515 | 114 | 0.7869 | 0.5242 | 0.7869 | 0.8871 |
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- | No log | 1.1717 | 116 | 0.9381 | 0.4088 | 0.9381 | 0.9685 |
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- | No log | 1.1919 | 118 | 0.9755 | 0.3809 | 0.9755 | 0.9877 |
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- | No log | 1.2121 | 120 | 0.8072 | 0.5411 | 0.8072 | 0.8984 |
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- | No log | 1.2323 | 122 | 0.6656 | 0.6413 | 0.6656 | 0.8159 |
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- | No log | 1.2525 | 124 | 0.6862 | 0.6200 | 0.6862 | 0.8284 |
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- | No log | 1.2727 | 126 | 0.6851 | 0.6346 | 0.6851 | 0.8277 |
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- | No log | 1.2929 | 128 | 0.6841 | 0.6326 | 0.6841 | 0.8271 |
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- | No log | 1.3131 | 130 | 0.7088 | 0.6493 | 0.7088 | 0.8419 |
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- | No log | 1.3333 | 132 | 0.7314 | 0.6406 | 0.7314 | 0.8552 |
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- | No log | 1.3535 | 134 | 0.8170 | 0.5874 | 0.8170 | 0.9039 |
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- | No log | 1.3737 | 136 | 0.8770 | 0.5362 | 0.8770 | 0.9365 |
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- | No log | 1.3939 | 138 | 0.7522 | 0.5747 | 0.7522 | 0.8673 |
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- | No log | 1.4141 | 140 | 0.6724 | 0.6311 | 0.6724 | 0.8200 |
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- | No log | 1.4343 | 142 | 0.6795 | 0.6264 | 0.6795 | 0.8243 |
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- | No log | 1.4545 | 144 | 0.6952 | 0.6221 | 0.6952 | 0.8338 |
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- | No log | 1.4747 | 146 | 0.7771 | 0.5991 | 0.7771 | 0.8815 |
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- | No log | 1.4949 | 148 | 0.7796 | 0.6103 | 0.7796 | 0.8829 |
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- | No log | 1.5152 | 150 | 0.7817 | 0.6020 | 0.7817 | 0.8841 |
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- | No log | 1.5354 | 152 | 0.8374 | 0.5444 | 0.8374 | 0.9151 |
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- | No log | 1.5556 | 154 | 0.9028 | 0.4827 | 0.9028 | 0.9501 |
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- | No log | 1.5758 | 156 | 0.8589 | 0.5388 | 0.8589 | 0.9267 |
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- | No log | 1.5960 | 158 | 0.8748 | 0.5037 | 0.8748 | 0.9353 |
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- | No log | 1.6162 | 160 | 0.8409 | 0.5268 | 0.8409 | 0.9170 |
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- | No log | 1.6364 | 162 | 0.7027 | 0.6199 | 0.7027 | 0.8383 |
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- | No log | 1.6566 | 164 | 0.6613 | 0.6589 | 0.6613 | 0.8132 |
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- | No log | 1.6768 | 166 | 0.6752 | 0.6241 | 0.6752 | 0.8217 |
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- | No log | 1.6970 | 168 | 0.7164 | 0.6456 | 0.7164 | 0.8464 |
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- | No log | 1.7172 | 170 | 0.8681 | 0.5877 | 0.8681 | 0.9317 |
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- | No log | 1.7374 | 172 | 0.9006 | 0.5697 | 0.9006 | 0.9490 |
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- | No log | 1.7576 | 174 | 0.9799 | 0.5615 | 0.9799 | 0.9899 |
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- | No log | 1.7778 | 176 | 0.9103 | 0.5739 | 0.9103 | 0.9541 |
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- | No log | 1.7980 | 178 | 0.8368 | 0.5595 | 0.8368 | 0.9148 |
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- | No log | 1.8182 | 180 | 0.8088 | 0.5648 | 0.8088 | 0.8993 |
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- | No log | 1.8384 | 182 | 0.7855 | 0.5770 | 0.7855 | 0.8863 |
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- | No log | 1.8586 | 184 | 0.7957 | 0.5629 | 0.7957 | 0.8920 |
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- | No log | 1.8788 | 186 | 0.6964 | 0.5870 | 0.6964 | 0.8345 |
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- | No log | 1.8990 | 188 | 0.6820 | 0.6065 | 0.6820 | 0.8258 |
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- | No log | 1.9192 | 190 | 0.6886 | 0.6152 | 0.6886 | 0.8298 |
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- | No log | 1.9394 | 192 | 0.6589 | 0.6170 | 0.6589 | 0.8117 |
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- | No log | 1.9596 | 194 | 0.6781 | 0.6085 | 0.6781 | 0.8235 |
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- | No log | 1.9798 | 196 | 0.6997 | 0.5506 | 0.6997 | 0.8365 |
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- | No log | 2.0 | 198 | 0.7137 | 0.5101 | 0.7137 | 0.8448 |
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- | No log | 2.0202 | 200 | 0.6937 | 0.5711 | 0.6937 | 0.8329 |
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- | No log | 2.0404 | 202 | 0.6857 | 0.5738 | 0.6857 | 0.8280 |
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- | No log | 2.0606 | 204 | 0.6932 | 0.5653 | 0.6932 | 0.8326 |
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- | No log | 2.0808 | 206 | 0.7837 | 0.5701 | 0.7837 | 0.8853 |
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- | No log | 2.1010 | 208 | 0.9936 | 0.5183 | 0.9936 | 0.9968 |
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- | No log | 2.1212 | 210 | 1.1052 | 0.4911 | 1.1052 | 1.0513 |
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- | No log | 2.1414 | 212 | 1.0218 | 0.5858 | 1.0218 | 1.0108 |
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- | No log | 2.1616 | 214 | 0.9456 | 0.6383 | 0.9456 | 0.9724 |
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- | No log | 2.1818 | 216 | 0.8564 | 0.6470 | 0.8564 | 0.9254 |
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- | No log | 2.2020 | 218 | 0.8028 | 0.5921 | 0.8028 | 0.8960 |
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- | No log | 2.2222 | 220 | 0.8974 | 0.5218 | 0.8974 | 0.9473 |
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- | No log | 2.2424 | 222 | 0.9091 | 0.4809 | 0.9091 | 0.9535 |
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- | No log | 2.2626 | 224 | 0.8667 | 0.4948 | 0.8667 | 0.9310 |
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- | No log | 2.2828 | 226 | 0.7853 | 0.5218 | 0.7853 | 0.8862 |
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- | No log | 2.3030 | 228 | 0.7420 | 0.5634 | 0.7420 | 0.8614 |
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- | No log | 2.3232 | 230 | 0.6370 | 0.6423 | 0.6370 | 0.7981 |
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- | No log | 2.3434 | 232 | 0.6376 | 0.6678 | 0.6376 | 0.7985 |
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- | No log | 2.3636 | 234 | 0.6399 | 0.6699 | 0.6399 | 0.8000 |
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- | No log | 2.3838 | 236 | 0.6259 | 0.6708 | 0.6259 | 0.7911 |
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- | No log | 2.4040 | 238 | 0.6869 | 0.6344 | 0.6869 | 0.8288 |
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- | No log | 2.4242 | 240 | 0.7629 | 0.6296 | 0.7629 | 0.8734 |
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- | No log | 2.4444 | 242 | 0.7509 | 0.6183 | 0.7509 | 0.8665 |
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- | No log | 2.4646 | 244 | 0.9028 | 0.5789 | 0.9028 | 0.9502 |
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- | No log | 2.4848 | 246 | 0.9107 | 0.5775 | 0.9107 | 0.9543 |
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- | No log | 2.5051 | 248 | 0.7457 | 0.6237 | 0.7457 | 0.8635 |
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- | No log | 2.5253 | 250 | 0.6504 | 0.6310 | 0.6504 | 0.8065 |
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- | No log | 2.5455 | 252 | 0.6950 | 0.5986 | 0.6950 | 0.8336 |
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- | No log | 2.5657 | 254 | 0.7660 | 0.5849 | 0.7660 | 0.8752 |
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- | No log | 2.5859 | 256 | 0.7147 | 0.5932 | 0.7147 | 0.8454 |
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- | No log | 2.6061 | 258 | 0.6487 | 0.6237 | 0.6487 | 0.8054 |
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- | No log | 2.6263 | 260 | 0.7919 | 0.5931 | 0.7919 | 0.8899 |
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- | No log | 2.6465 | 262 | 0.8791 | 0.5729 | 0.8791 | 0.9376 |
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- | No log | 2.6667 | 264 | 0.7583 | 0.6023 | 0.7583 | 0.8708 |
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- | No log | 2.6869 | 266 | 0.6892 | 0.6412 | 0.6892 | 0.8302 |
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- | No log | 2.7071 | 268 | 0.7018 | 0.6481 | 0.7018 | 0.8378 |
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- | No log | 2.7273 | 270 | 0.7426 | 0.6309 | 0.7426 | 0.8617 |
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- | No log | 2.7475 | 272 | 0.7165 | 0.6426 | 0.7165 | 0.8465 |
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- | No log | 2.7677 | 274 | 0.6954 | 0.6263 | 0.6955 | 0.8339 |
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- | No log | 2.7879 | 276 | 0.6827 | 0.5995 | 0.6827 | 0.8263 |
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- | No log | 2.8081 | 278 | 0.6839 | 0.5651 | 0.6839 | 0.8270 |
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- | No log | 2.8283 | 280 | 0.6939 | 0.5393 | 0.6939 | 0.8330 |
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- | No log | 2.8485 | 282 | 0.6648 | 0.5671 | 0.6648 | 0.8153 |
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- | No log | 2.8687 | 284 | 0.6398 | 0.6167 | 0.6398 | 0.7999 |
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- | No log | 2.8889 | 286 | 0.6855 | 0.5996 | 0.6855 | 0.8280 |
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- | No log | 2.9091 | 288 | 0.6661 | 0.6292 | 0.6661 | 0.8162 |
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- | No log | 2.9293 | 290 | 0.6133 | 0.6601 | 0.6133 | 0.7831 |
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- | No log | 2.9495 | 292 | 0.6515 | 0.6298 | 0.6515 | 0.8071 |
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- | No log | 2.9697 | 294 | 0.8307 | 0.5705 | 0.8307 | 0.9114 |
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- | No log | 2.9899 | 296 | 0.9326 | 0.5192 | 0.9326 | 0.9657 |
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- | No log | 3.0101 | 298 | 1.1018 | 0.4280 | 1.1018 | 1.0497 |
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- | No log | 3.0303 | 300 | 1.0019 | 0.5174 | 1.0019 | 1.0010 |
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- | No log | 3.0505 | 302 | 0.7944 | 0.5947 | 0.7944 | 0.8913 |
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- | No log | 3.0707 | 304 | 0.6969 | 0.6379 | 0.6969 | 0.8348 |
204
- | No log | 3.0909 | 306 | 0.6640 | 0.6669 | 0.6640 | 0.8149 |
205
- | No log | 3.1111 | 308 | 0.7964 | 0.6211 | 0.7964 | 0.8924 |
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- | No log | 3.1313 | 310 | 0.8303 | 0.6307 | 0.8303 | 0.9112 |
207
- | No log | 3.1515 | 312 | 0.7130 | 0.6497 | 0.7130 | 0.8444 |
208
- | No log | 3.1717 | 314 | 0.6433 | 0.6740 | 0.6433 | 0.8021 |
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- | No log | 3.1919 | 316 | 0.6965 | 0.6303 | 0.6965 | 0.8346 |
210
- | No log | 3.2121 | 318 | 0.7223 | 0.5907 | 0.7223 | 0.8499 |
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- | No log | 3.2323 | 320 | 0.7514 | 0.5776 | 0.7514 | 0.8668 |
212
- | No log | 3.2525 | 322 | 0.6793 | 0.6022 | 0.6793 | 0.8242 |
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- | No log | 3.2727 | 324 | 0.6307 | 0.6541 | 0.6307 | 0.7942 |
214
- | No log | 3.2929 | 326 | 0.6780 | 0.6659 | 0.6780 | 0.8234 |
215
- | No log | 3.3131 | 328 | 0.6590 | 0.6759 | 0.6590 | 0.8118 |
216
- | No log | 3.3333 | 330 | 0.6941 | 0.6333 | 0.6941 | 0.8331 |
217
- | No log | 3.3535 | 332 | 0.9524 | 0.5317 | 0.9524 | 0.9759 |
218
- | No log | 3.3737 | 334 | 1.1053 | 0.4894 | 1.1053 | 1.0513 |
219
- | No log | 3.3939 | 336 | 1.0201 | 0.5250 | 1.0201 | 1.0100 |
220
- | No log | 3.4141 | 338 | 0.8433 | 0.5750 | 0.8433 | 0.9183 |
221
- | No log | 3.4343 | 340 | 0.7088 | 0.6252 | 0.7088 | 0.8419 |
222
- | No log | 3.4545 | 342 | 0.6537 | 0.6297 | 0.6537 | 0.8085 |
223
- | No log | 3.4747 | 344 | 0.6326 | 0.6473 | 0.6326 | 0.7954 |
224
- | No log | 3.4949 | 346 | 0.6334 | 0.6421 | 0.6334 | 0.7958 |
225
- | No log | 3.5152 | 348 | 0.6640 | 0.6335 | 0.6640 | 0.8149 |
226
- | No log | 3.5354 | 350 | 0.7642 | 0.6073 | 0.7642 | 0.8742 |
227
- | No log | 3.5556 | 352 | 0.7997 | 0.6126 | 0.7997 | 0.8943 |
228
- | No log | 3.5758 | 354 | 0.7741 | 0.6287 | 0.7741 | 0.8798 |
229
- | No log | 3.5960 | 356 | 0.8095 | 0.6078 | 0.8095 | 0.8997 |
230
- | No log | 3.6162 | 358 | 0.8985 | 0.5974 | 0.8985 | 0.9479 |
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- | No log | 3.6364 | 360 | 0.7966 | 0.6334 | 0.7966 | 0.8925 |
232
- | No log | 3.6566 | 362 | 0.7220 | 0.6614 | 0.7220 | 0.8497 |
233
- | No log | 3.6768 | 364 | 0.7522 | 0.6703 | 0.7522 | 0.8673 |
234
- | No log | 3.6970 | 366 | 0.7093 | 0.6860 | 0.7093 | 0.8422 |
235
- | No log | 3.7172 | 368 | 0.6952 | 0.6572 | 0.6952 | 0.8338 |
236
- | No log | 3.7374 | 370 | 0.8273 | 0.5971 | 0.8273 | 0.9096 |
237
- | No log | 3.7576 | 372 | 0.8287 | 0.5917 | 0.8287 | 0.9103 |
238
- | No log | 3.7778 | 374 | 0.6975 | 0.6184 | 0.6975 | 0.8351 |
239
- | No log | 3.7980 | 376 | 0.6474 | 0.6348 | 0.6474 | 0.8046 |
240
- | No log | 3.8182 | 378 | 0.6271 | 0.6371 | 0.6271 | 0.7919 |
241
- | No log | 3.8384 | 380 | 0.6239 | 0.6900 | 0.6239 | 0.7899 |
242
- | No log | 3.8586 | 382 | 0.6775 | 0.6670 | 0.6775 | 0.8231 |
243
- | No log | 3.8788 | 384 | 0.8260 | 0.6463 | 0.8260 | 0.9088 |
244
- | No log | 3.8990 | 386 | 0.8463 | 0.6271 | 0.8463 | 0.9200 |
245
- | No log | 3.9192 | 388 | 0.7470 | 0.6534 | 0.7470 | 0.8643 |
246
- | No log | 3.9394 | 390 | 0.6208 | 0.6872 | 0.6208 | 0.7879 |
247
- | No log | 3.9596 | 392 | 0.5923 | 0.6876 | 0.5923 | 0.7696 |
248
- | No log | 3.9798 | 394 | 0.5787 | 0.6786 | 0.5787 | 0.7607 |
249
- | No log | 4.0 | 396 | 0.5896 | 0.6485 | 0.5896 | 0.7679 |
250
- | No log | 4.0202 | 398 | 0.6086 | 0.6378 | 0.6086 | 0.7801 |
251
- | No log | 4.0404 | 400 | 0.6522 | 0.6083 | 0.6522 | 0.8076 |
252
- | No log | 4.0606 | 402 | 0.6528 | 0.6246 | 0.6528 | 0.8079 |
253
- | No log | 4.0808 | 404 | 0.6374 | 0.6375 | 0.6374 | 0.7984 |
254
- | No log | 4.1010 | 406 | 0.6177 | 0.6757 | 0.6177 | 0.7859 |
255
- | No log | 4.1212 | 408 | 0.6265 | 0.6734 | 0.6265 | 0.7915 |
256
- | No log | 4.1414 | 410 | 0.6625 | 0.6623 | 0.6625 | 0.8139 |
257
- | No log | 4.1616 | 412 | 0.7296 | 0.6480 | 0.7296 | 0.8542 |
258
- | No log | 4.1818 | 414 | 0.7049 | 0.6418 | 0.7049 | 0.8396 |
259
- | No log | 4.2020 | 416 | 0.7323 | 0.6363 | 0.7323 | 0.8557 |
260
- | No log | 4.2222 | 418 | 0.6663 | 0.6552 | 0.6663 | 0.8163 |
261
- | No log | 4.2424 | 420 | 0.6213 | 0.6515 | 0.6213 | 0.7882 |
262
- | No log | 4.2626 | 422 | 0.5995 | 0.6585 | 0.5995 | 0.7742 |
263
- | No log | 4.2828 | 424 | 0.6429 | 0.6575 | 0.6429 | 0.8018 |
264
- | No log | 4.3030 | 426 | 0.7871 | 0.6092 | 0.7871 | 0.8872 |
265
- | No log | 4.3232 | 428 | 0.8127 | 0.6192 | 0.8127 | 0.9015 |
266
- | No log | 4.3434 | 430 | 0.7159 | 0.6693 | 0.7159 | 0.8461 |
267
- | No log | 4.3636 | 432 | 0.6279 | 0.6975 | 0.6279 | 0.7924 |
268
- | No log | 4.3838 | 434 | 0.6101 | 0.6845 | 0.6101 | 0.7811 |
269
- | No log | 4.4040 | 436 | 0.6074 | 0.6554 | 0.6074 | 0.7794 |
270
- | No log | 4.4242 | 438 | 0.7050 | 0.6366 | 0.7050 | 0.8396 |
271
- | No log | 4.4444 | 440 | 0.7419 | 0.5829 | 0.7419 | 0.8613 |
272
- | No log | 4.4646 | 442 | 0.6782 | 0.5986 | 0.6782 | 0.8235 |
273
- | No log | 4.4848 | 444 | 0.6110 | 0.6277 | 0.6110 | 0.7816 |
274
- | No log | 4.5051 | 446 | 0.6721 | 0.5789 | 0.6721 | 0.8198 |
275
- | No log | 4.5253 | 448 | 0.6792 | 0.5965 | 0.6792 | 0.8241 |
276
- | No log | 4.5455 | 450 | 0.6322 | 0.6680 | 0.6322 | 0.7951 |
277
- | No log | 4.5657 | 452 | 0.7133 | 0.6338 | 0.7133 | 0.8446 |
278
- | No log | 4.5859 | 454 | 0.9591 | 0.5798 | 0.9591 | 0.9793 |
279
- | No log | 4.6061 | 456 | 1.0211 | 0.5587 | 1.0211 | 1.0105 |
280
- | No log | 4.6263 | 458 | 0.8511 | 0.6297 | 0.8511 | 0.9225 |
281
- | No log | 4.6465 | 460 | 0.6945 | 0.6405 | 0.6945 | 0.8334 |
282
- | No log | 4.6667 | 462 | 0.6997 | 0.6557 | 0.6997 | 0.8365 |
283
- | No log | 4.6869 | 464 | 0.6716 | 0.6353 | 0.6716 | 0.8195 |
284
- | No log | 4.7071 | 466 | 0.6634 | 0.6514 | 0.6634 | 0.8145 |
285
- | No log | 4.7273 | 468 | 0.7307 | 0.6236 | 0.7307 | 0.8548 |
286
- | No log | 4.7475 | 470 | 0.7557 | 0.6322 | 0.7557 | 0.8693 |
287
- | No log | 4.7677 | 472 | 0.7302 | 0.6571 | 0.7302 | 0.8545 |
288
- | No log | 4.7879 | 474 | 0.7985 | 0.6418 | 0.7985 | 0.8936 |
289
- | No log | 4.8081 | 476 | 0.7822 | 0.6405 | 0.7822 | 0.8844 |
290
- | No log | 4.8283 | 478 | 0.7447 | 0.6508 | 0.7447 | 0.8629 |
291
- | No log | 4.8485 | 480 | 0.7655 | 0.6510 | 0.7655 | 0.8749 |
292
- | No log | 4.8687 | 482 | 0.7683 | 0.6549 | 0.7683 | 0.8765 |
293
- | No log | 4.8889 | 484 | 0.8264 | 0.6174 | 0.8264 | 0.9090 |
294
- | No log | 4.9091 | 486 | 0.7629 | 0.6231 | 0.7629 | 0.8735 |
295
- | No log | 4.9293 | 488 | 0.7017 | 0.6311 | 0.7017 | 0.8377 |
296
- | No log | 4.9495 | 490 | 0.6641 | 0.6634 | 0.6641 | 0.8149 |
297
- | No log | 4.9697 | 492 | 0.7021 | 0.6112 | 0.7021 | 0.8379 |
298
- | No log | 4.9899 | 494 | 0.8478 | 0.5978 | 0.8478 | 0.9208 |
299
- | No log | 5.0101 | 496 | 0.9165 | 0.5812 | 0.9165 | 0.9574 |
300
- | No log | 5.0303 | 498 | 0.7967 | 0.6511 | 0.7967 | 0.8926 |
301
- | 0.5907 | 5.0505 | 500 | 0.7407 | 0.6459 | 0.7407 | 0.8607 |
302
- | 0.5907 | 5.0707 | 502 | 0.7590 | 0.6400 | 0.7590 | 0.8712 |
303
- | 0.5907 | 5.0909 | 504 | 0.8666 | 0.6516 | 0.8666 | 0.9309 |
304
- | 0.5907 | 5.1111 | 506 | 1.1782 | 0.5243 | 1.1782 | 1.0855 |
305
- | 0.5907 | 5.1313 | 508 | 1.3530 | 0.4584 | 1.3530 | 1.1632 |
306
- | 0.5907 | 5.1515 | 510 | 1.2073 | 0.5181 | 1.2073 | 1.0988 |
307
- | 0.5907 | 5.1717 | 512 | 0.8571 | 0.5859 | 0.8571 | 0.9258 |
308
- | 0.5907 | 5.1919 | 514 | 0.6898 | 0.6360 | 0.6898 | 0.8306 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
309
 
310
 
311
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask8_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
+ # Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask8_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: 0.6637
19
+ - Qwk: 0.6356
20
+ - Mse: 0.6637
21
+ - Rmse: 0.8147
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.0196 | 2 | 4.2952 | 0.0102 | 4.2952 | 2.0725 |
53
+ | No log | 0.0392 | 4 | 3.2266 | 0.0799 | 3.2266 | 1.7963 |
54
+ | No log | 0.0588 | 6 | 1.8412 | 0.1386 | 1.8412 | 1.3569 |
55
+ | No log | 0.0784 | 8 | 1.0988 | 0.2278 | 1.0988 | 1.0482 |
56
+ | No log | 0.0980 | 10 | 1.0968 | 0.2094 | 1.0968 | 1.0473 |
57
+ | No log | 0.1176 | 12 | 1.1545 | 0.0904 | 1.1545 | 1.0745 |
58
+ | No log | 0.1373 | 14 | 1.1518 | 0.2008 | 1.1518 | 1.0732 |
59
+ | No log | 0.1569 | 16 | 1.2856 | 0.1234 | 1.2856 | 1.1338 |
60
+ | No log | 0.1765 | 18 | 1.0710 | 0.2542 | 1.0710 | 1.0349 |
61
+ | No log | 0.1961 | 20 | 0.9405 | 0.4251 | 0.9405 | 0.9698 |
62
+ | No log | 0.2157 | 22 | 0.9575 | 0.3779 | 0.9575 | 0.9785 |
63
+ | No log | 0.2353 | 24 | 1.0108 | 0.3764 | 1.0108 | 1.0054 |
64
+ | No log | 0.2549 | 26 | 1.0748 | 0.3427 | 1.0748 | 1.0367 |
65
+ | No log | 0.2745 | 28 | 1.0006 | 0.4063 | 1.0006 | 1.0003 |
66
+ | No log | 0.2941 | 30 | 0.8637 | 0.5009 | 0.8637 | 0.9293 |
67
+ | No log | 0.3137 | 32 | 0.8053 | 0.4698 | 0.8053 | 0.8974 |
68
+ | No log | 0.3333 | 34 | 0.8135 | 0.4257 | 0.8135 | 0.9019 |
69
+ | No log | 0.3529 | 36 | 0.8487 | 0.4325 | 0.8487 | 0.9213 |
70
+ | No log | 0.3725 | 38 | 0.8912 | 0.4374 | 0.8912 | 0.9440 |
71
+ | No log | 0.3922 | 40 | 0.8144 | 0.4875 | 0.8144 | 0.9024 |
72
+ | No log | 0.4118 | 42 | 0.7211 | 0.5815 | 0.7211 | 0.8492 |
73
+ | No log | 0.4314 | 44 | 0.7169 | 0.5865 | 0.7169 | 0.8467 |
74
+ | No log | 0.4510 | 46 | 0.7229 | 0.5194 | 0.7229 | 0.8502 |
75
+ | No log | 0.4706 | 48 | 0.7373 | 0.5317 | 0.7373 | 0.8586 |
76
+ | No log | 0.4902 | 50 | 0.7474 | 0.5413 | 0.7474 | 0.8645 |
77
+ | No log | 0.5098 | 52 | 0.7460 | 0.5308 | 0.7460 | 0.8637 |
78
+ | No log | 0.5294 | 54 | 0.7572 | 0.5087 | 0.7572 | 0.8702 |
79
+ | No log | 0.5490 | 56 | 0.7854 | 0.4931 | 0.7854 | 0.8863 |
80
+ | No log | 0.5686 | 58 | 0.8381 | 0.4277 | 0.8381 | 0.9155 |
81
+ | No log | 0.5882 | 60 | 0.9500 | 0.3694 | 0.9500 | 0.9747 |
82
+ | No log | 0.6078 | 62 | 0.9132 | 0.4035 | 0.9132 | 0.9556 |
83
+ | No log | 0.6275 | 64 | 0.8686 | 0.4811 | 0.8686 | 0.9320 |
84
+ | No log | 0.6471 | 66 | 0.7388 | 0.5726 | 0.7388 | 0.8595 |
85
+ | No log | 0.6667 | 68 | 0.7300 | 0.5573 | 0.7300 | 0.8544 |
86
+ | No log | 0.6863 | 70 | 0.7859 | 0.5380 | 0.7859 | 0.8865 |
87
+ | No log | 0.7059 | 72 | 0.8167 | 0.5099 | 0.8167 | 0.9037 |
88
+ | No log | 0.7255 | 74 | 0.9063 | 0.5092 | 0.9063 | 0.9520 |
89
+ | No log | 0.7451 | 76 | 0.8688 | 0.4810 | 0.8688 | 0.9321 |
90
+ | No log | 0.7647 | 78 | 0.8280 | 0.5209 | 0.8280 | 0.9100 |
91
+ | No log | 0.7843 | 80 | 0.7573 | 0.5683 | 0.7573 | 0.8702 |
92
+ | No log | 0.8039 | 82 | 0.7654 | 0.5697 | 0.7654 | 0.8749 |
93
+ | No log | 0.8235 | 84 | 0.7306 | 0.5834 | 0.7306 | 0.8547 |
94
+ | No log | 0.8431 | 86 | 0.7655 | 0.5556 | 0.7655 | 0.8749 |
95
+ | No log | 0.8627 | 88 | 1.0433 | 0.4724 | 1.0433 | 1.0214 |
96
+ | No log | 0.8824 | 90 | 1.1994 | 0.4390 | 1.1994 | 1.0952 |
97
+ | No log | 0.9020 | 92 | 0.9817 | 0.5090 | 0.9817 | 0.9908 |
98
+ | No log | 0.9216 | 94 | 0.6939 | 0.5289 | 0.6939 | 0.8330 |
99
+ | No log | 0.9412 | 96 | 0.6782 | 0.5800 | 0.6782 | 0.8235 |
100
+ | No log | 0.9608 | 98 | 0.6669 | 0.5468 | 0.6669 | 0.8166 |
101
+ | No log | 0.9804 | 100 | 0.6804 | 0.5536 | 0.6804 | 0.8249 |
102
+ | No log | 1.0 | 102 | 0.6890 | 0.5708 | 0.6890 | 0.8301 |
103
+ | No log | 1.0196 | 104 | 0.7477 | 0.5812 | 0.7477 | 0.8647 |
104
+ | No log | 1.0392 | 106 | 0.7234 | 0.6064 | 0.7234 | 0.8505 |
105
+ | No log | 1.0588 | 108 | 0.6907 | 0.5935 | 0.6907 | 0.8311 |
106
+ | No log | 1.0784 | 110 | 0.7004 | 0.6393 | 0.7004 | 0.8369 |
107
+ | No log | 1.0980 | 112 | 0.6759 | 0.6637 | 0.6759 | 0.8221 |
108
+ | No log | 1.1176 | 114 | 0.6917 | 0.6437 | 0.6917 | 0.8317 |
109
+ | No log | 1.1373 | 116 | 0.6841 | 0.6441 | 0.6841 | 0.8271 |
110
+ | No log | 1.1569 | 118 | 0.7122 | 0.5814 | 0.7122 | 0.8439 |
111
+ | No log | 1.1765 | 120 | 0.8183 | 0.4949 | 0.8183 | 0.9046 |
112
+ | No log | 1.1961 | 122 | 0.8523 | 0.4799 | 0.8523 | 0.9232 |
113
+ | No log | 1.2157 | 124 | 0.8479 | 0.5240 | 0.8479 | 0.9208 |
114
+ | No log | 1.2353 | 126 | 0.8277 | 0.5782 | 0.8277 | 0.9098 |
115
+ | No log | 1.2549 | 128 | 0.8707 | 0.6108 | 0.8707 | 0.9331 |
116
+ | No log | 1.2745 | 130 | 0.7377 | 0.6903 | 0.7377 | 0.8589 |
117
+ | No log | 1.2941 | 132 | 0.6445 | 0.6575 | 0.6445 | 0.8028 |
118
+ | No log | 1.3137 | 134 | 0.6641 | 0.6654 | 0.6641 | 0.8149 |
119
+ | No log | 1.3333 | 136 | 0.7284 | 0.6182 | 0.7284 | 0.8534 |
120
+ | No log | 1.3529 | 138 | 0.7679 | 0.6292 | 0.7679 | 0.8763 |
121
+ | No log | 1.3725 | 140 | 0.6204 | 0.6527 | 0.6204 | 0.7877 |
122
+ | No log | 1.3922 | 142 | 0.6521 | 0.6035 | 0.6521 | 0.8075 |
123
+ | No log | 1.4118 | 144 | 0.6780 | 0.5941 | 0.6780 | 0.8234 |
124
+ | No log | 1.4314 | 146 | 0.6080 | 0.6319 | 0.6080 | 0.7797 |
125
+ | No log | 1.4510 | 148 | 0.6093 | 0.6444 | 0.6093 | 0.7806 |
126
+ | No log | 1.4706 | 150 | 0.7406 | 0.6425 | 0.7406 | 0.8606 |
127
+ | No log | 1.4902 | 152 | 0.7195 | 0.6664 | 0.7195 | 0.8482 |
128
+ | No log | 1.5098 | 154 | 0.7023 | 0.6695 | 0.7023 | 0.8381 |
129
+ | No log | 1.5294 | 156 | 0.6536 | 0.6639 | 0.6536 | 0.8085 |
130
+ | No log | 1.5490 | 158 | 0.7030 | 0.6854 | 0.7030 | 0.8384 |
131
+ | No log | 1.5686 | 160 | 0.7469 | 0.6724 | 0.7469 | 0.8642 |
132
+ | No log | 1.5882 | 162 | 0.6844 | 0.6661 | 0.6844 | 0.8273 |
133
+ | No log | 1.6078 | 164 | 0.6306 | 0.6142 | 0.6306 | 0.7941 |
134
+ | No log | 1.6275 | 166 | 0.6222 | 0.6111 | 0.6222 | 0.7888 |
135
+ | No log | 1.6471 | 168 | 0.7040 | 0.6631 | 0.7040 | 0.8391 |
136
+ | No log | 1.6667 | 170 | 0.8624 | 0.6188 | 0.8624 | 0.9286 |
137
+ | No log | 1.6863 | 172 | 0.9003 | 0.5841 | 0.9003 | 0.9489 |
138
+ | No log | 1.7059 | 174 | 0.7114 | 0.6047 | 0.7114 | 0.8434 |
139
+ | No log | 1.7255 | 176 | 0.6270 | 0.6387 | 0.6270 | 0.7918 |
140
+ | No log | 1.7451 | 178 | 0.7834 | 0.6244 | 0.7834 | 0.8851 |
141
+ | No log | 1.7647 | 180 | 0.7746 | 0.6135 | 0.7746 | 0.8801 |
142
+ | No log | 1.7843 | 182 | 0.6805 | 0.5776 | 0.6805 | 0.8249 |
143
+ | No log | 1.8039 | 184 | 0.6996 | 0.4999 | 0.6996 | 0.8364 |
144
+ | No log | 1.8235 | 186 | 0.8609 | 0.5141 | 0.8609 | 0.9279 |
145
+ | No log | 1.8431 | 188 | 0.9514 | 0.4900 | 0.9514 | 0.9754 |
146
+ | No log | 1.8627 | 190 | 0.9757 | 0.5319 | 0.9757 | 0.9878 |
147
+ | No log | 1.8824 | 192 | 0.8713 | 0.5884 | 0.8713 | 0.9335 |
148
+ | No log | 1.9020 | 194 | 0.6578 | 0.6685 | 0.6578 | 0.8110 |
149
+ | No log | 1.9216 | 196 | 0.6701 | 0.6870 | 0.6701 | 0.8186 |
150
+ | No log | 1.9412 | 198 | 0.8171 | 0.6909 | 0.8171 | 0.9040 |
151
+ | No log | 1.9608 | 200 | 0.9065 | 0.6280 | 0.9065 | 0.9521 |
152
+ | No log | 1.9804 | 202 | 0.7902 | 0.6462 | 0.7902 | 0.8889 |
153
+ | No log | 2.0 | 204 | 0.6671 | 0.6583 | 0.6671 | 0.8167 |
154
+ | No log | 2.0196 | 206 | 0.6646 | 0.6442 | 0.6646 | 0.8152 |
155
+ | No log | 2.0392 | 208 | 0.7101 | 0.6132 | 0.7101 | 0.8426 |
156
+ | No log | 2.0588 | 210 | 0.7350 | 0.6091 | 0.7350 | 0.8573 |
157
+ | No log | 2.0784 | 212 | 0.7174 | 0.6268 | 0.7174 | 0.8470 |
158
+ | No log | 2.0980 | 214 | 0.7046 | 0.6320 | 0.7046 | 0.8394 |
159
+ | No log | 2.1176 | 216 | 0.6900 | 0.6289 | 0.6900 | 0.8307 |
160
+ | No log | 2.1373 | 218 | 0.6344 | 0.6392 | 0.6344 | 0.7965 |
161
+ | No log | 2.1569 | 220 | 0.6480 | 0.6577 | 0.6480 | 0.8050 |
162
+ | No log | 2.1765 | 222 | 0.7225 | 0.6413 | 0.7225 | 0.8500 |
163
+ | No log | 2.1961 | 224 | 0.6654 | 0.6659 | 0.6654 | 0.8157 |
164
+ | No log | 2.2157 | 226 | 0.5786 | 0.6383 | 0.5786 | 0.7606 |
165
+ | No log | 2.2353 | 228 | 0.5798 | 0.6740 | 0.5798 | 0.7615 |
166
+ | No log | 2.2549 | 230 | 0.5872 | 0.6672 | 0.5872 | 0.7663 |
167
+ | No log | 2.2745 | 232 | 0.6322 | 0.6909 | 0.6322 | 0.7951 |
168
+ | No log | 2.2941 | 234 | 0.7586 | 0.6493 | 0.7586 | 0.8710 |
169
+ | No log | 2.3137 | 236 | 0.7852 | 0.6383 | 0.7852 | 0.8861 |
170
+ | No log | 2.3333 | 238 | 0.7052 | 0.6798 | 0.7052 | 0.8398 |
171
+ | No log | 2.3529 | 240 | 0.6188 | 0.6954 | 0.6188 | 0.7866 |
172
+ | No log | 2.3725 | 242 | 0.6620 | 0.6889 | 0.6620 | 0.8136 |
173
+ | No log | 2.3922 | 244 | 0.6580 | 0.6528 | 0.6580 | 0.8112 |
174
+ | No log | 2.4118 | 246 | 0.6573 | 0.6404 | 0.6573 | 0.8107 |
175
+ | No log | 2.4314 | 248 | 0.8856 | 0.5867 | 0.8856 | 0.9411 |
176
+ | No log | 2.4510 | 250 | 1.1315 | 0.5154 | 1.1315 | 1.0637 |
177
+ | No log | 2.4706 | 252 | 1.0135 | 0.5270 | 1.0135 | 1.0067 |
178
+ | No log | 2.4902 | 254 | 0.7767 | 0.5464 | 0.7767 | 0.8813 |
179
+ | No log | 2.5098 | 256 | 0.6975 | 0.5738 | 0.6975 | 0.8352 |
180
+ | No log | 2.5294 | 258 | 0.7170 | 0.5700 | 0.7170 | 0.8468 |
181
+ | No log | 2.5490 | 260 | 0.8040 | 0.5864 | 0.8040 | 0.8966 |
182
+ | No log | 2.5686 | 262 | 0.7430 | 0.6235 | 0.7430 | 0.8620 |
183
+ | No log | 2.5882 | 264 | 0.6681 | 0.6426 | 0.6681 | 0.8174 |
184
+ | No log | 2.6078 | 266 | 0.6818 | 0.6616 | 0.6818 | 0.8257 |
185
+ | No log | 2.6275 | 268 | 0.7374 | 0.6819 | 0.7374 | 0.8587 |
186
+ | No log | 2.6471 | 270 | 0.6832 | 0.6952 | 0.6832 | 0.8266 |
187
+ | No log | 2.6667 | 272 | 0.6918 | 0.6998 | 0.6918 | 0.8318 |
188
+ | No log | 2.6863 | 274 | 0.9110 | 0.6552 | 0.9110 | 0.9544 |
189
+ | No log | 2.7059 | 276 | 1.1775 | 0.6085 | 1.1775 | 1.0851 |
190
+ | No log | 2.7255 | 278 | 1.0729 | 0.6115 | 1.0729 | 1.0358 |
191
+ | No log | 2.7451 | 280 | 0.8355 | 0.6284 | 0.8355 | 0.9140 |
192
+ | No log | 2.7647 | 282 | 0.6621 | 0.6563 | 0.6621 | 0.8137 |
193
+ | No log | 2.7843 | 284 | 0.6377 | 0.6714 | 0.6377 | 0.7985 |
194
+ | No log | 2.8039 | 286 | 0.6439 | 0.6876 | 0.6439 | 0.8024 |
195
+ | No log | 2.8235 | 288 | 0.6961 | 0.6412 | 0.6961 | 0.8343 |
196
+ | No log | 2.8431 | 290 | 0.9360 | 0.5822 | 0.9360 | 0.9675 |
197
+ | No log | 2.8627 | 292 | 1.0942 | 0.5635 | 1.0942 | 1.0461 |
198
+ | No log | 2.8824 | 294 | 0.9331 | 0.5735 | 0.9331 | 0.9660 |
199
+ | No log | 2.9020 | 296 | 0.7332 | 0.6367 | 0.7332 | 0.8562 |
200
+ | No log | 2.9216 | 298 | 0.6417 | 0.6417 | 0.6417 | 0.8010 |
201
+ | No log | 2.9412 | 300 | 0.6453 | 0.6413 | 0.6453 | 0.8033 |
202
+ | No log | 2.9608 | 302 | 0.7120 | 0.6062 | 0.7120 | 0.8438 |
203
+ | No log | 2.9804 | 304 | 0.6610 | 0.6344 | 0.6610 | 0.8130 |
204
+ | No log | 3.0 | 306 | 0.6399 | 0.6456 | 0.6399 | 0.7999 |
205
+ | No log | 3.0196 | 308 | 0.8032 | 0.6526 | 0.8032 | 0.8962 |
206
+ | No log | 3.0392 | 310 | 0.8972 | 0.6433 | 0.8972 | 0.9472 |
207
+ | No log | 3.0588 | 312 | 0.9137 | 0.6394 | 0.9137 | 0.9559 |
208
+ | No log | 3.0784 | 314 | 0.7396 | 0.6746 | 0.7396 | 0.8600 |
209
+ | No log | 3.0980 | 316 | 0.6958 | 0.6370 | 0.6958 | 0.8341 |
210
+ | No log | 3.1176 | 318 | 0.7007 | 0.6299 | 0.7007 | 0.8371 |
211
+ | No log | 3.1373 | 320 | 0.6408 | 0.5930 | 0.6408 | 0.8005 |
212
+ | No log | 3.1569 | 322 | 0.6358 | 0.5737 | 0.6358 | 0.7974 |
213
+ | No log | 3.1765 | 324 | 0.6347 | 0.5766 | 0.6347 | 0.7967 |
214
+ | No log | 3.1961 | 326 | 0.6488 | 0.6196 | 0.6488 | 0.8055 |
215
+ | No log | 3.2157 | 328 | 0.7554 | 0.6606 | 0.7554 | 0.8691 |
216
+ | No log | 3.2353 | 330 | 0.7893 | 0.6370 | 0.7893 | 0.8884 |
217
+ | No log | 3.2549 | 332 | 0.8156 | 0.6470 | 0.8156 | 0.9031 |
218
+ | No log | 3.2745 | 334 | 0.6970 | 0.6564 | 0.6970 | 0.8349 |
219
+ | No log | 3.2941 | 336 | 0.6706 | 0.6599 | 0.6706 | 0.8189 |
220
+ | No log | 3.3137 | 338 | 0.6852 | 0.6362 | 0.6852 | 0.8278 |
221
+ | No log | 3.3333 | 340 | 0.6440 | 0.6605 | 0.6440 | 0.8025 |
222
+ | No log | 3.3529 | 342 | 0.7842 | 0.6466 | 0.7842 | 0.8855 |
223
+ | No log | 3.3725 | 344 | 1.2209 | 0.5235 | 1.2209 | 1.1050 |
224
+ | No log | 3.3922 | 346 | 1.3001 | 0.4906 | 1.3001 | 1.1402 |
225
+ | No log | 3.4118 | 348 | 0.9946 | 0.5760 | 0.9946 | 0.9973 |
226
+ | No log | 3.4314 | 350 | 0.6702 | 0.6678 | 0.6702 | 0.8186 |
227
+ | No log | 3.4510 | 352 | 0.6631 | 0.6439 | 0.6631 | 0.8143 |
228
+ | No log | 3.4706 | 354 | 0.6758 | 0.6311 | 0.6758 | 0.8220 |
229
+ | No log | 3.4902 | 356 | 0.6604 | 0.6891 | 0.6604 | 0.8126 |
230
+ | No log | 3.5098 | 358 | 0.9361 | 0.6100 | 0.9361 | 0.9675 |
231
+ | No log | 3.5294 | 360 | 1.2398 | 0.5575 | 1.2398 | 1.1135 |
232
+ | No log | 3.5490 | 362 | 1.1421 | 0.5672 | 1.1421 | 1.0687 |
233
+ | No log | 3.5686 | 364 | 0.8577 | 0.6494 | 0.8577 | 0.9261 |
234
+ | No log | 3.5882 | 366 | 0.7330 | 0.6684 | 0.7330 | 0.8561 |
235
+ | No log | 3.6078 | 368 | 0.7924 | 0.6438 | 0.7924 | 0.8902 |
236
+ | No log | 3.6275 | 370 | 0.7405 | 0.6515 | 0.7405 | 0.8605 |
237
+ | No log | 3.6471 | 372 | 0.6868 | 0.6605 | 0.6868 | 0.8288 |
238
+ | No log | 3.6667 | 374 | 0.7430 | 0.6562 | 0.7430 | 0.8619 |
239
+ | No log | 3.6863 | 376 | 0.9368 | 0.5893 | 0.9368 | 0.9679 |
240
+ | No log | 3.7059 | 378 | 1.0358 | 0.5665 | 1.0358 | 1.0177 |
241
+ | No log | 3.7255 | 380 | 1.0289 | 0.5772 | 1.0289 | 1.0144 |
242
+ | No log | 3.7451 | 382 | 0.8941 | 0.6492 | 0.8941 | 0.9456 |
243
+ | No log | 3.7647 | 384 | 0.7306 | 0.6657 | 0.7306 | 0.8547 |
244
+ | No log | 3.7843 | 386 | 0.7037 | 0.6764 | 0.7037 | 0.8389 |
245
+ | No log | 3.8039 | 388 | 0.7334 | 0.6577 | 0.7334 | 0.8564 |
246
+ | No log | 3.8235 | 390 | 0.7398 | 0.6592 | 0.7398 | 0.8601 |
247
+ | No log | 3.8431 | 392 | 0.7918 | 0.6615 | 0.7918 | 0.8898 |
248
+ | No log | 3.8627 | 394 | 0.8550 | 0.6641 | 0.8550 | 0.9247 |
249
+ | No log | 3.8824 | 396 | 0.9668 | 0.6570 | 0.9668 | 0.9832 |
250
+ | No log | 3.9020 | 398 | 0.7953 | 0.6655 | 0.7953 | 0.8918 |
251
+ | No log | 3.9216 | 400 | 0.6472 | 0.6941 | 0.6472 | 0.8045 |
252
+ | No log | 3.9412 | 402 | 0.6327 | 0.6735 | 0.6327 | 0.7954 |
253
+ | No log | 3.9608 | 404 | 0.6214 | 0.6756 | 0.6214 | 0.7883 |
254
+ | No log | 3.9804 | 406 | 0.7604 | 0.6664 | 0.7604 | 0.8720 |
255
+ | No log | 4.0 | 408 | 0.9570 | 0.5896 | 0.9570 | 0.9783 |
256
+ | No log | 4.0196 | 410 | 0.8949 | 0.6154 | 0.8949 | 0.9460 |
257
+ | No log | 4.0392 | 412 | 0.8523 | 0.6359 | 0.8523 | 0.9232 |
258
+ | No log | 4.0588 | 414 | 0.6731 | 0.6932 | 0.6731 | 0.8204 |
259
+ | No log | 4.0784 | 416 | 0.6122 | 0.7033 | 0.6122 | 0.7824 |
260
+ | No log | 4.0980 | 418 | 0.6572 | 0.6972 | 0.6572 | 0.8107 |
261
+ | No log | 4.1176 | 420 | 0.7898 | 0.6984 | 0.7898 | 0.8887 |
262
+ | No log | 4.1373 | 422 | 1.2016 | 0.6200 | 1.2016 | 1.0962 |
263
+ | No log | 4.1569 | 424 | 1.2801 | 0.6165 | 1.2801 | 1.1314 |
264
+ | No log | 4.1765 | 426 | 1.0264 | 0.6515 | 1.0264 | 1.0131 |
265
+ | No log | 4.1961 | 428 | 0.7693 | 0.6649 | 0.7693 | 0.8771 |
266
+ | No log | 4.2157 | 430 | 0.6625 | 0.6731 | 0.6625 | 0.8139 |
267
+ | No log | 4.2353 | 432 | 0.6647 | 0.6333 | 0.6647 | 0.8153 |
268
+ | No log | 4.2549 | 434 | 0.7027 | 0.6205 | 0.7027 | 0.8383 |
269
+ | No log | 4.2745 | 436 | 0.8217 | 0.5862 | 0.8217 | 0.9065 |
270
+ | No log | 4.2941 | 438 | 0.8034 | 0.6025 | 0.8034 | 0.8963 |
271
+ | No log | 4.3137 | 440 | 0.7041 | 0.6427 | 0.7041 | 0.8391 |
272
+ | No log | 4.3333 | 442 | 0.6447 | 0.6633 | 0.6447 | 0.8029 |
273
+ | No log | 4.3529 | 444 | 0.6396 | 0.6758 | 0.6396 | 0.7997 |
274
+ | No log | 4.3725 | 446 | 0.6819 | 0.6481 | 0.6819 | 0.8258 |
275
+ | No log | 4.3922 | 448 | 0.7204 | 0.6694 | 0.7204 | 0.8488 |
276
+ | No log | 4.4118 | 450 | 0.7344 | 0.6998 | 0.7344 | 0.8570 |
277
+ | No log | 4.4314 | 452 | 0.7389 | 0.7045 | 0.7389 | 0.8596 |
278
+ | No log | 4.4510 | 454 | 0.7830 | 0.6996 | 0.7830 | 0.8849 |
279
+ | No log | 4.4706 | 456 | 0.7596 | 0.7124 | 0.7596 | 0.8715 |
280
+ | No log | 4.4902 | 458 | 0.7509 | 0.7168 | 0.7509 | 0.8665 |
281
+ | No log | 4.5098 | 460 | 0.7286 | 0.6891 | 0.7286 | 0.8536 |
282
+ | No log | 4.5294 | 462 | 0.7226 | 0.6656 | 0.7226 | 0.8501 |
283
+ | No log | 4.5490 | 464 | 0.8479 | 0.6008 | 0.8479 | 0.9208 |
284
+ | No log | 4.5686 | 466 | 0.9028 | 0.5806 | 0.9028 | 0.9501 |
285
+ | No log | 4.5882 | 468 | 0.7854 | 0.6231 | 0.7854 | 0.8862 |
286
+ | No log | 4.6078 | 470 | 0.6817 | 0.6583 | 0.6817 | 0.8256 |
287
+ | No log | 4.6275 | 472 | 0.6759 | 0.6559 | 0.6759 | 0.8222 |
288
+ | No log | 4.6471 | 474 | 0.6931 | 0.6797 | 0.6931 | 0.8325 |
289
+ | No log | 4.6667 | 476 | 0.8320 | 0.6271 | 0.8320 | 0.9121 |
290
+ | No log | 4.6863 | 478 | 0.9053 | 0.6113 | 0.9053 | 0.9515 |
291
+ | No log | 4.7059 | 480 | 0.9333 | 0.6096 | 0.9333 | 0.9661 |
292
+ | No log | 4.7255 | 482 | 0.8155 | 0.6333 | 0.8155 | 0.9031 |
293
+ | No log | 4.7451 | 484 | 0.7290 | 0.6645 | 0.7290 | 0.8538 |
294
+ | No log | 4.7647 | 486 | 0.6305 | 0.6741 | 0.6305 | 0.7941 |
295
+ | No log | 4.7843 | 488 | 0.5985 | 0.6800 | 0.5985 | 0.7736 |
296
+ | No log | 4.8039 | 490 | 0.6149 | 0.6623 | 0.6149 | 0.7841 |
297
+ | No log | 4.8235 | 492 | 0.6850 | 0.6384 | 0.6850 | 0.8277 |
298
+ | No log | 4.8431 | 494 | 0.7936 | 0.6211 | 0.7936 | 0.8908 |
299
+ | No log | 4.8627 | 496 | 0.8023 | 0.6104 | 0.8023 | 0.8957 |
300
+ | No log | 4.8824 | 498 | 0.7001 | 0.6004 | 0.7001 | 0.8367 |
301
+ | 0.5778 | 4.9020 | 500 | 0.6068 | 0.6467 | 0.6068 | 0.7790 |
302
+ | 0.5778 | 4.9216 | 502 | 0.6518 | 0.6368 | 0.6518 | 0.8073 |
303
+ | 0.5778 | 4.9412 | 504 | 0.6472 | 0.6654 | 0.6472 | 0.8045 |
304
+ | 0.5778 | 4.9608 | 506 | 0.6070 | 0.6702 | 0.6070 | 0.7791 |
305
+ | 0.5778 | 4.9804 | 508 | 0.7523 | 0.6564 | 0.7523 | 0.8674 |
306
+ | 0.5778 | 5.0 | 510 | 0.8719 | 0.6426 | 0.8719 | 0.9337 |
307
+ | 0.5778 | 5.0196 | 512 | 0.8401 | 0.6582 | 0.8401 | 0.9166 |
308
+ | 0.5778 | 5.0392 | 514 | 0.6989 | 0.7079 | 0.6989 | 0.8360 |
309
+ | 0.5778 | 5.0588 | 516 | 0.6384 | 0.6734 | 0.6384 | 0.7990 |
310
+ | 0.5778 | 5.0784 | 518 | 0.6617 | 0.6538 | 0.6617 | 0.8134 |
311
+ | 0.5778 | 5.0980 | 520 | 0.6237 | 0.6772 | 0.6237 | 0.7897 |
312
+ | 0.5778 | 5.1176 | 522 | 0.6969 | 0.6928 | 0.6969 | 0.8348 |
313
+ | 0.5778 | 5.1373 | 524 | 0.8394 | 0.6478 | 0.8394 | 0.9162 |
314
+ | 0.5778 | 5.1569 | 526 | 0.8070 | 0.6241 | 0.8070 | 0.8983 |
315
+ | 0.5778 | 5.1765 | 528 | 0.7122 | 0.6371 | 0.7122 | 0.8439 |
316
+ | 0.5778 | 5.1961 | 530 | 0.6388 | 0.6672 | 0.6388 | 0.7992 |
317
+ | 0.5778 | 5.2157 | 532 | 0.6036 | 0.6680 | 0.6036 | 0.7769 |
318
+ | 0.5778 | 5.2353 | 534 | 0.6094 | 0.6504 | 0.6094 | 0.7807 |
319
+ | 0.5778 | 5.2549 | 536 | 0.6240 | 0.6934 | 0.6240 | 0.7900 |
320
+ | 0.5778 | 5.2745 | 538 | 0.7745 | 0.6495 | 0.7745 | 0.8800 |
321
+ | 0.5778 | 5.2941 | 540 | 0.9460 | 0.5997 | 0.9460 | 0.9726 |
322
+ | 0.5778 | 5.3137 | 542 | 1.0257 | 0.5844 | 1.0257 | 1.0128 |
323
+ | 0.5778 | 5.3333 | 544 | 0.8669 | 0.6026 | 0.8669 | 0.9311 |
324
+ | 0.5778 | 5.3529 | 546 | 0.6861 | 0.6424 | 0.6861 | 0.8283 |
325
+ | 0.5778 | 5.3725 | 548 | 0.6637 | 0.6356 | 0.6637 | 0.8147 |
326
 
327
 
328
  ### Framework versions