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Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask8_mechanics

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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_TestTask8_development
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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_TestTask8_development
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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: 0.4744
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- - Qwk: 0.5496
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- - Mse: 0.4744
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- - Rmse: 0.6887
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  ## Model description
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@@ -47,263 +47,263 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0196 | 2 | 4.1841 | 0.0131 | 4.1841 | 2.0455 |
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- | No log | 0.0392 | 4 | 3.3694 | 0.0367 | 3.3694 | 1.8356 |
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- | No log | 0.0588 | 6 | 1.9011 | 0.1218 | 1.9011 | 1.3788 |
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- | No log | 0.0784 | 8 | 0.8092 | 0.1659 | 0.8092 | 0.8996 |
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- | No log | 0.0980 | 10 | 0.7372 | 0.1594 | 0.7372 | 0.8586 |
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- | No log | 0.1176 | 12 | 0.7884 | 0.0895 | 0.7884 | 0.8879 |
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- | No log | 0.1373 | 14 | 0.7668 | 0.3157 | 0.7668 | 0.8756 |
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- | No log | 0.1569 | 16 | 0.7860 | 0.2846 | 0.7860 | 0.8866 |
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- | No log | 0.1765 | 18 | 0.6591 | 0.2790 | 0.6591 | 0.8119 |
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- | No log | 0.1961 | 20 | 0.6420 | 0.2728 | 0.6420 | 0.8012 |
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- | No log | 0.2157 | 22 | 0.6233 | 0.3185 | 0.6233 | 0.7895 |
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- | No log | 0.2353 | 24 | 0.6843 | 0.1790 | 0.6843 | 0.8272 |
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- | No log | 0.2549 | 26 | 0.6878 | 0.2016 | 0.6878 | 0.8293 |
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- | No log | 0.2745 | 28 | 0.6001 | 0.3500 | 0.6001 | 0.7747 |
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- | No log | 0.2941 | 30 | 0.5105 | 0.4622 | 0.5105 | 0.7145 |
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- | No log | 0.3137 | 32 | 0.5104 | 0.5258 | 0.5104 | 0.7145 |
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- | No log | 0.3333 | 34 | 0.5323 | 0.5412 | 0.5323 | 0.7296 |
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- | No log | 0.3529 | 36 | 0.5752 | 0.5265 | 0.5752 | 0.7584 |
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- | No log | 0.3725 | 38 | 0.7106 | 0.4847 | 0.7106 | 0.8430 |
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- | No log | 0.3922 | 40 | 0.9041 | 0.2287 | 0.9041 | 0.9508 |
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- | No log | 0.4118 | 42 | 1.0775 | 0.0384 | 1.0775 | 1.0380 |
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- | No log | 0.4314 | 44 | 1.3162 | -0.1270 | 1.3162 | 1.1473 |
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- | No log | 0.4510 | 46 | 1.4042 | -0.0351 | 1.4042 | 1.1850 |
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- | No log | 0.4706 | 48 | 1.1193 | 0.0766 | 1.1193 | 1.0580 |
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- | No log | 0.4902 | 50 | 0.7738 | 0.2692 | 0.7738 | 0.8796 |
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- | No log | 0.5098 | 52 | 0.6622 | 0.5501 | 0.6622 | 0.8137 |
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- | No log | 0.5294 | 54 | 0.5766 | 0.5594 | 0.5766 | 0.7594 |
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- | No log | 0.5490 | 56 | 0.5125 | 0.4951 | 0.5125 | 0.7159 |
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- | No log | 0.5686 | 58 | 0.6476 | 0.3506 | 0.6476 | 0.8047 |
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- | No log | 0.5882 | 60 | 0.8667 | 0.1810 | 0.8667 | 0.9310 |
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- | No log | 0.6078 | 62 | 0.9499 | 0.2013 | 0.9499 | 0.9746 |
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- | No log | 0.6275 | 64 | 0.9296 | 0.3390 | 0.9296 | 0.9642 |
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- | No log | 0.6471 | 66 | 0.8488 | 0.3626 | 0.8488 | 0.9213 |
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- | No log | 0.6667 | 68 | 0.6706 | 0.4117 | 0.6706 | 0.8189 |
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- | No log | 0.6863 | 70 | 0.5390 | 0.4752 | 0.5390 | 0.7341 |
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- | No log | 0.7059 | 72 | 0.5347 | 0.5345 | 0.5347 | 0.7312 |
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- | No log | 0.7255 | 74 | 0.5187 | 0.5375 | 0.5187 | 0.7202 |
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- | No log | 0.7451 | 76 | 0.5044 | 0.4763 | 0.5044 | 0.7102 |
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- | No log | 0.7647 | 78 | 0.5615 | 0.3887 | 0.5615 | 0.7494 |
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- | No log | 0.7843 | 80 | 0.5810 | 0.3887 | 0.5810 | 0.7623 |
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- | No log | 0.8039 | 82 | 0.5343 | 0.3959 | 0.5343 | 0.7309 |
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- | No log | 0.8235 | 84 | 0.5005 | 0.4515 | 0.5005 | 0.7074 |
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- | No log | 0.8431 | 86 | 0.4904 | 0.4729 | 0.4904 | 0.7003 |
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- | No log | 0.8627 | 88 | 0.4824 | 0.4530 | 0.4824 | 0.6946 |
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- | No log | 0.8824 | 90 | 0.4866 | 0.4353 | 0.4866 | 0.6975 |
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- | No log | 0.9020 | 92 | 0.5003 | 0.4346 | 0.5003 | 0.7073 |
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- | No log | 0.9216 | 94 | 0.4784 | 0.4640 | 0.4784 | 0.6917 |
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- | No log | 0.9412 | 96 | 0.4885 | 0.5290 | 0.4885 | 0.6989 |
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- | No log | 0.9608 | 98 | 0.4879 | 0.5156 | 0.4879 | 0.6985 |
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- | No log | 0.9804 | 100 | 0.4785 | 0.4936 | 0.4785 | 0.6917 |
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- | No log | 1.0 | 102 | 0.4815 | 0.4512 | 0.4815 | 0.6939 |
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- | No log | 1.0196 | 104 | 0.4857 | 0.5196 | 0.4857 | 0.6969 |
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- | No log | 1.0392 | 106 | 0.4887 | 0.5268 | 0.4887 | 0.6990 |
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- | No log | 1.0588 | 108 | 0.5089 | 0.4412 | 0.5089 | 0.7134 |
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- | No log | 1.0784 | 110 | 0.5336 | 0.4314 | 0.5336 | 0.7305 |
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- | No log | 1.0980 | 112 | 0.5377 | 0.4244 | 0.5377 | 0.7333 |
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- | No log | 1.1176 | 114 | 0.5137 | 0.4316 | 0.5137 | 0.7168 |
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- | No log | 1.1373 | 116 | 0.4879 | 0.4468 | 0.4879 | 0.6985 |
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- | No log | 1.1569 | 118 | 0.4711 | 0.4601 | 0.4711 | 0.6863 |
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- | No log | 1.1765 | 120 | 0.4621 | 0.5111 | 0.4621 | 0.6798 |
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- | No log | 1.1961 | 122 | 0.4667 | 0.5566 | 0.4667 | 0.6831 |
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- | No log | 1.2157 | 124 | 0.4836 | 0.5890 | 0.4836 | 0.6954 |
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- | No log | 1.2353 | 126 | 0.4990 | 0.6142 | 0.4990 | 0.7064 |
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- | No log | 1.2549 | 128 | 0.4753 | 0.5914 | 0.4753 | 0.6894 |
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- | No log | 1.2745 | 130 | 0.4727 | 0.5242 | 0.4727 | 0.6876 |
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- | No log | 1.2941 | 132 | 0.5021 | 0.4952 | 0.5021 | 0.7086 |
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- | No log | 1.3137 | 134 | 0.5289 | 0.4505 | 0.5289 | 0.7272 |
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- | No log | 1.3333 | 136 | 0.5100 | 0.5243 | 0.5100 | 0.7141 |
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- | No log | 1.3529 | 138 | 0.4521 | 0.5791 | 0.4521 | 0.6724 |
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- | No log | 1.3725 | 140 | 0.4599 | 0.5734 | 0.4599 | 0.6782 |
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- | No log | 1.3922 | 142 | 0.4724 | 0.5813 | 0.4724 | 0.6873 |
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- | No log | 1.4118 | 144 | 0.4366 | 0.5448 | 0.4366 | 0.6608 |
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- | No log | 1.4314 | 146 | 0.4612 | 0.4622 | 0.4612 | 0.6791 |
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- | No log | 1.4510 | 148 | 0.4764 | 0.4448 | 0.4764 | 0.6902 |
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- | No log | 1.4706 | 150 | 0.4935 | 0.4061 | 0.4935 | 0.7025 |
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- | No log | 1.4902 | 152 | 0.4972 | 0.3890 | 0.4972 | 0.7051 |
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- | No log | 1.5098 | 154 | 0.5366 | 0.3545 | 0.5366 | 0.7325 |
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- | No log | 1.5294 | 156 | 0.5402 | 0.4241 | 0.5402 | 0.7350 |
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- | No log | 1.5490 | 158 | 0.6181 | 0.4375 | 0.6181 | 0.7862 |
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- | No log | 1.5686 | 160 | 0.5969 | 0.4819 | 0.5969 | 0.7726 |
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- | No log | 1.5882 | 162 | 0.5734 | 0.4808 | 0.5734 | 0.7572 |
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- | No log | 1.6078 | 164 | 0.5033 | 0.5482 | 0.5033 | 0.7094 |
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- | No log | 1.6275 | 166 | 0.4178 | 0.5609 | 0.4178 | 0.6464 |
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- | No log | 1.6471 | 168 | 0.3978 | 0.5996 | 0.3978 | 0.6307 |
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- | No log | 1.6667 | 170 | 0.4323 | 0.6139 | 0.4323 | 0.6575 |
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- | No log | 1.6863 | 172 | 0.6541 | 0.4722 | 0.6541 | 0.8088 |
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- | No log | 1.7059 | 174 | 0.8573 | 0.2931 | 0.8573 | 0.9259 |
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- | No log | 1.7255 | 176 | 0.8885 | 0.2441 | 0.8885 | 0.9426 |
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- | No log | 1.7451 | 178 | 0.7695 | 0.2974 | 0.7695 | 0.8772 |
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- | No log | 1.7647 | 180 | 0.5498 | 0.4455 | 0.5498 | 0.7415 |
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- | No log | 1.7843 | 182 | 0.4817 | 0.5358 | 0.4817 | 0.6940 |
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- | No log | 1.8039 | 184 | 0.4472 | 0.5495 | 0.4472 | 0.6687 |
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- | No log | 1.8235 | 186 | 0.4160 | 0.5757 | 0.4160 | 0.6449 |
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- | No log | 1.8431 | 188 | 0.4343 | 0.5719 | 0.4343 | 0.6590 |
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- | No log | 1.8627 | 190 | 0.4952 | 0.5948 | 0.4952 | 0.7037 |
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- | No log | 1.8824 | 192 | 0.5036 | 0.6279 | 0.5036 | 0.7097 |
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- | No log | 1.9020 | 194 | 0.5333 | 0.6159 | 0.5333 | 0.7303 |
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- | No log | 1.9216 | 196 | 0.6532 | 0.5700 | 0.6532 | 0.8082 |
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- | No log | 1.9412 | 198 | 0.7827 | 0.5312 | 0.7827 | 0.8847 |
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- | No log | 1.9608 | 200 | 0.7066 | 0.5591 | 0.7066 | 0.8406 |
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- | No log | 1.9804 | 202 | 0.5262 | 0.6230 | 0.5262 | 0.7254 |
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- | No log | 2.0 | 204 | 0.4205 | 0.6781 | 0.4205 | 0.6485 |
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- | No log | 2.0196 | 206 | 0.4190 | 0.6787 | 0.4190 | 0.6473 |
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- | No log | 2.0392 | 208 | 0.4111 | 0.6455 | 0.4111 | 0.6412 |
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- | No log | 2.0588 | 210 | 0.4902 | 0.5994 | 0.4902 | 0.7002 |
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- | No log | 2.0784 | 212 | 0.5573 | 0.5412 | 0.5573 | 0.7465 |
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- | No log | 2.0980 | 214 | 0.5682 | 0.4939 | 0.5682 | 0.7538 |
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- | No log | 2.1176 | 216 | 0.4962 | 0.5011 | 0.4962 | 0.7044 |
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- | No log | 2.1373 | 218 | 0.4108 | 0.5544 | 0.4108 | 0.6409 |
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- | No log | 2.1569 | 220 | 0.4203 | 0.5450 | 0.4203 | 0.6483 |
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- | No log | 2.1765 | 222 | 0.4189 | 0.5790 | 0.4189 | 0.6472 |
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- | No log | 2.1961 | 224 | 0.4279 | 0.5636 | 0.4279 | 0.6542 |
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- | No log | 2.2157 | 226 | 0.4954 | 0.5324 | 0.4954 | 0.7038 |
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- | No log | 2.2353 | 228 | 0.5269 | 0.5106 | 0.5269 | 0.7259 |
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- | No log | 2.2549 | 230 | 0.5232 | 0.5579 | 0.5232 | 0.7233 |
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- | No log | 2.2745 | 232 | 0.5288 | 0.5619 | 0.5288 | 0.7272 |
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- | No log | 2.2941 | 234 | 0.5143 | 0.5511 | 0.5143 | 0.7172 |
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- | No log | 2.3137 | 236 | 0.4644 | 0.5513 | 0.4644 | 0.6815 |
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- | No log | 2.3333 | 238 | 0.4138 | 0.6471 | 0.4138 | 0.6432 |
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- | No log | 2.3529 | 240 | 0.3884 | 0.6629 | 0.3884 | 0.6232 |
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- | No log | 2.3725 | 242 | 0.3927 | 0.6557 | 0.3927 | 0.6267 |
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- | No log | 2.3922 | 244 | 0.3944 | 0.6635 | 0.3944 | 0.6280 |
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- | No log | 2.4118 | 246 | 0.3940 | 0.6623 | 0.3940 | 0.6277 |
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- | No log | 2.4314 | 248 | 0.3832 | 0.6799 | 0.3832 | 0.6190 |
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- | No log | 2.4510 | 250 | 0.4090 | 0.6555 | 0.4090 | 0.6395 |
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- | No log | 2.4706 | 252 | 0.4466 | 0.6028 | 0.4466 | 0.6683 |
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- | No log | 2.4902 | 254 | 0.3929 | 0.6773 | 0.3929 | 0.6268 |
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- | No log | 2.5098 | 256 | 0.3974 | 0.6707 | 0.3974 | 0.6304 |
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- | No log | 2.5294 | 258 | 0.4757 | 0.6320 | 0.4757 | 0.6897 |
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- | No log | 2.5490 | 260 | 0.4944 | 0.6079 | 0.4944 | 0.7032 |
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- | No log | 2.5686 | 262 | 0.4317 | 0.6371 | 0.4317 | 0.6570 |
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- | No log | 2.5882 | 264 | 0.3744 | 0.6526 | 0.3744 | 0.6119 |
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- | No log | 2.6078 | 266 | 0.3651 | 0.6791 | 0.3651 | 0.6043 |
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- | No log | 2.6275 | 268 | 0.4125 | 0.6363 | 0.4125 | 0.6423 |
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- | No log | 2.6471 | 270 | 0.4578 | 0.5314 | 0.4578 | 0.6766 |
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- | No log | 2.6667 | 272 | 0.4430 | 0.5414 | 0.4430 | 0.6656 |
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- | No log | 2.6863 | 274 | 0.3968 | 0.6002 | 0.3968 | 0.6299 |
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- | No log | 2.7059 | 276 | 0.3961 | 0.6380 | 0.3961 | 0.6293 |
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- | No log | 2.7255 | 278 | 0.4105 | 0.6220 | 0.4105 | 0.6407 |
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- | No log | 2.7451 | 280 | 0.3911 | 0.6973 | 0.3911 | 0.6254 |
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- | No log | 2.7647 | 282 | 0.4421 | 0.6408 | 0.4421 | 0.6649 |
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- | No log | 2.7843 | 284 | 0.4349 | 0.6583 | 0.4349 | 0.6595 |
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- | No log | 2.8039 | 286 | 0.4395 | 0.6099 | 0.4395 | 0.6629 |
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- | No log | 2.8235 | 288 | 0.5627 | 0.5675 | 0.5627 | 0.7501 |
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- | No log | 2.8431 | 290 | 0.6906 | 0.5024 | 0.6906 | 0.8310 |
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- | No log | 2.8627 | 292 | 0.6768 | 0.5171 | 0.6768 | 0.8227 |
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- | No log | 2.8824 | 294 | 0.5395 | 0.5487 | 0.5395 | 0.7345 |
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- | No log | 2.9020 | 296 | 0.4011 | 0.5961 | 0.4011 | 0.6333 |
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- | No log | 2.9216 | 298 | 0.3767 | 0.6281 | 0.3767 | 0.6138 |
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- | No log | 2.9412 | 300 | 0.3731 | 0.6307 | 0.3731 | 0.6108 |
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- | No log | 2.9608 | 302 | 0.3733 | 0.6302 | 0.3733 | 0.6110 |
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- | No log | 2.9804 | 304 | 0.3923 | 0.6146 | 0.3923 | 0.6263 |
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- | No log | 3.0 | 306 | 0.4366 | 0.5960 | 0.4366 | 0.6608 |
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- | No log | 3.0196 | 308 | 0.4666 | 0.5604 | 0.4666 | 0.6831 |
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- | No log | 3.0392 | 310 | 0.4672 | 0.5359 | 0.4672 | 0.6835 |
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- | No log | 3.0588 | 312 | 0.4776 | 0.5247 | 0.4776 | 0.6911 |
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- | No log | 3.0784 | 314 | 0.4671 | 0.5237 | 0.4671 | 0.6835 |
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- | No log | 3.0980 | 316 | 0.4310 | 0.5414 | 0.4310 | 0.6565 |
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- | No log | 3.1176 | 318 | 0.4162 | 0.6106 | 0.4162 | 0.6452 |
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- | No log | 3.1373 | 320 | 0.4076 | 0.6551 | 0.4076 | 0.6384 |
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- | No log | 3.1569 | 322 | 0.4237 | 0.6314 | 0.4237 | 0.6509 |
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- | No log | 3.1765 | 324 | 0.4840 | 0.5888 | 0.4840 | 0.6957 |
214
- | No log | 3.1961 | 326 | 0.6137 | 0.4932 | 0.6137 | 0.7834 |
215
- | No log | 3.2157 | 328 | 0.5753 | 0.4731 | 0.5753 | 0.7585 |
216
- | No log | 3.2353 | 330 | 0.4805 | 0.6064 | 0.4805 | 0.6932 |
217
- | No log | 3.2549 | 332 | 0.4217 | 0.6140 | 0.4217 | 0.6494 |
218
- | No log | 3.2745 | 334 | 0.3974 | 0.6458 | 0.3974 | 0.6304 |
219
- | No log | 3.2941 | 336 | 0.3710 | 0.6747 | 0.3710 | 0.6091 |
220
- | No log | 3.3137 | 338 | 0.4048 | 0.6140 | 0.4048 | 0.6362 |
221
- | No log | 3.3333 | 340 | 0.5067 | 0.5906 | 0.5067 | 0.7118 |
222
- | No log | 3.3529 | 342 | 0.6642 | 0.5414 | 0.6642 | 0.8150 |
223
- | No log | 3.3725 | 344 | 0.7039 | 0.5523 | 0.7039 | 0.8390 |
224
- | No log | 3.3922 | 346 | 0.6753 | 0.5581 | 0.6753 | 0.8218 |
225
- | No log | 3.4118 | 348 | 0.6209 | 0.5491 | 0.6209 | 0.7880 |
226
- | No log | 3.4314 | 350 | 0.5268 | 0.5986 | 0.5268 | 0.7258 |
227
- | No log | 3.4510 | 352 | 0.4626 | 0.6267 | 0.4626 | 0.6801 |
228
- | No log | 3.4706 | 354 | 0.4954 | 0.6171 | 0.4954 | 0.7038 |
229
- | No log | 3.4902 | 356 | 0.4323 | 0.6406 | 0.4323 | 0.6575 |
230
- | No log | 3.5098 | 358 | 0.3964 | 0.6615 | 0.3964 | 0.6296 |
231
- | No log | 3.5294 | 360 | 0.4061 | 0.6569 | 0.4061 | 0.6373 |
232
- | No log | 3.5490 | 362 | 0.4473 | 0.6272 | 0.4473 | 0.6688 |
233
- | No log | 3.5686 | 364 | 0.4778 | 0.6258 | 0.4778 | 0.6912 |
234
- | No log | 3.5882 | 366 | 0.4399 | 0.6280 | 0.4399 | 0.6632 |
235
- | No log | 3.6078 | 368 | 0.3799 | 0.6522 | 0.3799 | 0.6164 |
236
- | No log | 3.6275 | 370 | 0.3705 | 0.6574 | 0.3705 | 0.6086 |
237
- | No log | 3.6471 | 372 | 0.3639 | 0.6801 | 0.3639 | 0.6032 |
238
- | No log | 3.6667 | 374 | 0.3709 | 0.6699 | 0.3709 | 0.6090 |
239
- | No log | 3.6863 | 376 | 0.3922 | 0.6858 | 0.3922 | 0.6263 |
240
- | No log | 3.7059 | 378 | 0.4650 | 0.6645 | 0.4650 | 0.6819 |
241
- | No log | 3.7255 | 380 | 0.6518 | 0.5943 | 0.6518 | 0.8074 |
242
- | No log | 3.7451 | 382 | 0.7646 | 0.5710 | 0.7646 | 0.8744 |
243
- | No log | 3.7647 | 384 | 0.6800 | 0.5919 | 0.6800 | 0.8246 |
244
- | No log | 3.7843 | 386 | 0.5751 | 0.6490 | 0.5751 | 0.7584 |
245
- | No log | 3.8039 | 388 | 0.4510 | 0.6615 | 0.4510 | 0.6716 |
246
- | No log | 3.8235 | 390 | 0.3944 | 0.6827 | 0.3944 | 0.6280 |
247
- | No log | 3.8431 | 392 | 0.4086 | 0.7073 | 0.4086 | 0.6392 |
248
- | No log | 3.8627 | 394 | 0.3946 | 0.6889 | 0.3946 | 0.6282 |
249
- | No log | 3.8824 | 396 | 0.4322 | 0.6692 | 0.4322 | 0.6574 |
250
- | No log | 3.9020 | 398 | 0.4777 | 0.6067 | 0.4777 | 0.6912 |
251
- | No log | 3.9216 | 400 | 0.4779 | 0.5876 | 0.4779 | 0.6913 |
252
- | No log | 3.9412 | 402 | 0.4130 | 0.6279 | 0.4130 | 0.6426 |
253
- | No log | 3.9608 | 404 | 0.3920 | 0.6695 | 0.3920 | 0.6261 |
254
- | No log | 3.9804 | 406 | 0.4034 | 0.6527 | 0.4034 | 0.6351 |
255
- | No log | 4.0 | 408 | 0.4123 | 0.6516 | 0.4123 | 0.6421 |
256
- | No log | 4.0196 | 410 | 0.4488 | 0.5796 | 0.4488 | 0.6699 |
257
- | No log | 4.0392 | 412 | 0.5374 | 0.5288 | 0.5374 | 0.7331 |
258
- | No log | 4.0588 | 414 | 0.5485 | 0.5675 | 0.5485 | 0.7406 |
259
- | No log | 4.0784 | 416 | 0.5611 | 0.5623 | 0.5611 | 0.7490 |
260
- | No log | 4.0980 | 418 | 0.5286 | 0.5926 | 0.5286 | 0.7271 |
261
- | No log | 4.1176 | 420 | 0.4814 | 0.6253 | 0.4814 | 0.6938 |
262
- | No log | 4.1373 | 422 | 0.4475 | 0.6719 | 0.4475 | 0.6690 |
263
- | No log | 4.1569 | 424 | 0.4315 | 0.6881 | 0.4315 | 0.6569 |
264
- | No log | 4.1765 | 426 | 0.4047 | 0.6739 | 0.4047 | 0.6361 |
265
- | No log | 4.1961 | 428 | 0.4295 | 0.6430 | 0.4295 | 0.6554 |
266
- | No log | 4.2157 | 430 | 0.4651 | 0.6224 | 0.4651 | 0.6820 |
267
- | No log | 4.2353 | 432 | 0.4235 | 0.6340 | 0.4235 | 0.6508 |
268
- | No log | 4.2549 | 434 | 0.3942 | 0.6447 | 0.3942 | 0.6278 |
269
- | No log | 4.2745 | 436 | 0.3982 | 0.6489 | 0.3982 | 0.6310 |
270
- | No log | 4.2941 | 438 | 0.4764 | 0.5611 | 0.4764 | 0.6903 |
271
- | No log | 4.3137 | 440 | 0.5092 | 0.5448 | 0.5092 | 0.7136 |
272
- | No log | 4.3333 | 442 | 0.4436 | 0.5924 | 0.4436 | 0.6660 |
273
- | No log | 4.3529 | 444 | 0.3878 | 0.6386 | 0.3878 | 0.6227 |
274
- | No log | 4.3725 | 446 | 0.3776 | 0.6462 | 0.3776 | 0.6145 |
275
- | No log | 4.3922 | 448 | 0.4046 | 0.6441 | 0.4046 | 0.6361 |
276
- | No log | 4.4118 | 450 | 0.4609 | 0.6176 | 0.4609 | 0.6789 |
277
- | No log | 4.4314 | 452 | 0.5155 | 0.6013 | 0.5155 | 0.7180 |
278
- | No log | 4.4510 | 454 | 0.4932 | 0.6299 | 0.4932 | 0.7023 |
279
- | No log | 4.4706 | 456 | 0.4804 | 0.6326 | 0.4804 | 0.6931 |
280
- | No log | 4.4902 | 458 | 0.4366 | 0.6672 | 0.4366 | 0.6607 |
281
- | No log | 4.5098 | 460 | 0.4140 | 0.6884 | 0.4140 | 0.6434 |
282
- | No log | 4.5294 | 462 | 0.4564 | 0.6646 | 0.4564 | 0.6756 |
283
- | No log | 4.5490 | 464 | 0.4848 | 0.6457 | 0.4848 | 0.6963 |
284
- | No log | 4.5686 | 466 | 0.4989 | 0.6308 | 0.4989 | 0.7063 |
285
- | No log | 4.5882 | 468 | 0.4408 | 0.6615 | 0.4408 | 0.6640 |
286
- | No log | 4.6078 | 470 | 0.4229 | 0.6560 | 0.4229 | 0.6503 |
287
- | No log | 4.6275 | 472 | 0.3739 | 0.6844 | 0.3739 | 0.6115 |
288
- | No log | 4.6471 | 474 | 0.3633 | 0.6968 | 0.3633 | 0.6028 |
289
- | No log | 4.6667 | 476 | 0.3928 | 0.6647 | 0.3928 | 0.6267 |
290
- | No log | 4.6863 | 478 | 0.4538 | 0.6462 | 0.4538 | 0.6737 |
291
- | No log | 4.7059 | 480 | 0.5378 | 0.5818 | 0.5378 | 0.7334 |
292
- | No log | 4.7255 | 482 | 0.5477 | 0.5750 | 0.5477 | 0.7401 |
293
- | No log | 4.7451 | 484 | 0.5435 | 0.5955 | 0.5435 | 0.7372 |
294
- | No log | 4.7647 | 486 | 0.4984 | 0.6274 | 0.4984 | 0.7059 |
295
- | No log | 4.7843 | 488 | 0.4782 | 0.6469 | 0.4782 | 0.6915 |
296
- | No log | 4.8039 | 490 | 0.4183 | 0.6771 | 0.4183 | 0.6467 |
297
- | No log | 4.8235 | 492 | 0.4049 | 0.7001 | 0.4049 | 0.6363 |
298
- | No log | 4.8431 | 494 | 0.4742 | 0.6781 | 0.4742 | 0.6886 |
299
- | No log | 4.8627 | 496 | 0.5400 | 0.6232 | 0.5400 | 0.7348 |
300
- | No log | 4.8824 | 498 | 0.5069 | 0.6391 | 0.5069 | 0.7120 |
301
- | 0.4786 | 4.9020 | 500 | 0.4636 | 0.6511 | 0.4636 | 0.6809 |
302
- | 0.4786 | 4.9216 | 502 | 0.4543 | 0.6447 | 0.4543 | 0.6740 |
303
- | 0.4786 | 4.9412 | 504 | 0.4543 | 0.6353 | 0.4543 | 0.6740 |
304
- | 0.4786 | 4.9608 | 506 | 0.4914 | 0.5705 | 0.4914 | 0.7010 |
305
- | 0.4786 | 4.9804 | 508 | 0.4954 | 0.5341 | 0.4954 | 0.7039 |
306
- | 0.4786 | 5.0 | 510 | 0.4744 | 0.5496 | 0.4744 | 0.6887 |
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask8_mechanics
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_mechanics
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: 0.7969
19
+ - Qwk: 0.5374
20
+ - Mse: 0.7969
21
+ - Rmse: 0.8927
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 | 4.2028 | 0.0080 | 4.2028 | 2.0501 |
53
+ | No log | 0.0392 | 4 | 3.4271 | 0.0371 | 3.4271 | 1.8513 |
54
+ | No log | 0.0588 | 6 | 2.0456 | 0.0905 | 2.0456 | 1.4303 |
55
+ | No log | 0.0784 | 8 | 0.8486 | 0.1595 | 0.8486 | 0.9212 |
56
+ | No log | 0.0980 | 10 | 0.8352 | 0.1567 | 0.8352 | 0.9139 |
57
+ | No log | 0.1176 | 12 | 0.8281 | 0.0984 | 0.8281 | 0.9100 |
58
+ | No log | 0.1373 | 14 | 0.7642 | 0.1434 | 0.7642 | 0.8742 |
59
+ | No log | 0.1569 | 16 | 0.6944 | 0.3722 | 0.6944 | 0.8333 |
60
+ | No log | 0.1765 | 18 | 0.6590 | 0.4091 | 0.6590 | 0.8118 |
61
+ | No log | 0.1961 | 20 | 0.6545 | 0.4167 | 0.6545 | 0.8090 |
62
+ | No log | 0.2157 | 22 | 0.6852 | 0.3834 | 0.6852 | 0.8277 |
63
+ | No log | 0.2353 | 24 | 0.7062 | 0.3668 | 0.7062 | 0.8404 |
64
+ | No log | 0.2549 | 26 | 0.6410 | 0.3873 | 0.6410 | 0.8006 |
65
+ | No log | 0.2745 | 28 | 0.5853 | 0.4292 | 0.5853 | 0.7650 |
66
+ | No log | 0.2941 | 30 | 0.6136 | 0.4244 | 0.6136 | 0.7833 |
67
+ | No log | 0.3137 | 32 | 0.7278 | 0.4165 | 0.7278 | 0.8531 |
68
+ | No log | 0.3333 | 34 | 0.8317 | 0.4086 | 0.8317 | 0.9120 |
69
+ | No log | 0.3529 | 36 | 0.7399 | 0.4341 | 0.7399 | 0.8602 |
70
+ | No log | 0.3725 | 38 | 0.7698 | 0.4474 | 0.7698 | 0.8774 |
71
+ | No log | 0.3922 | 40 | 0.6082 | 0.4597 | 0.6082 | 0.7799 |
72
+ | No log | 0.4118 | 42 | 0.5210 | 0.4820 | 0.5210 | 0.7218 |
73
+ | No log | 0.4314 | 44 | 0.5048 | 0.4942 | 0.5048 | 0.7105 |
74
+ | No log | 0.4510 | 46 | 0.5035 | 0.5103 | 0.5035 | 0.7096 |
75
+ | No log | 0.4706 | 48 | 0.4898 | 0.4948 | 0.4898 | 0.6999 |
76
+ | No log | 0.4902 | 50 | 0.4956 | 0.4669 | 0.4956 | 0.7040 |
77
+ | No log | 0.5098 | 52 | 0.5292 | 0.4410 | 0.5292 | 0.7275 |
78
+ | No log | 0.5294 | 54 | 0.5814 | 0.4288 | 0.5814 | 0.7625 |
79
+ | No log | 0.5490 | 56 | 0.6950 | 0.4713 | 0.6950 | 0.8337 |
80
+ | No log | 0.5686 | 58 | 0.6587 | 0.4969 | 0.6587 | 0.8116 |
81
+ | No log | 0.5882 | 60 | 0.6029 | 0.5220 | 0.6029 | 0.7765 |
82
+ | No log | 0.6078 | 62 | 0.6007 | 0.5169 | 0.6007 | 0.7750 |
83
+ | No log | 0.6275 | 64 | 0.6415 | 0.5577 | 0.6415 | 0.8009 |
84
+ | No log | 0.6471 | 66 | 0.5723 | 0.5874 | 0.5723 | 0.7565 |
85
+ | No log | 0.6667 | 68 | 0.5275 | 0.6132 | 0.5275 | 0.7263 |
86
+ | No log | 0.6863 | 70 | 0.5790 | 0.6336 | 0.5790 | 0.7609 |
87
+ | No log | 0.7059 | 72 | 0.5972 | 0.5911 | 0.5972 | 0.7728 |
88
+ | No log | 0.7255 | 74 | 0.6494 | 0.5874 | 0.6494 | 0.8059 |
89
+ | No log | 0.7451 | 76 | 0.8678 | 0.5119 | 0.8678 | 0.9316 |
90
+ | No log | 0.7647 | 78 | 0.9152 | 0.4787 | 0.9152 | 0.9567 |
91
+ | No log | 0.7843 | 80 | 0.6680 | 0.5298 | 0.6680 | 0.8173 |
92
+ | No log | 0.8039 | 82 | 0.4754 | 0.5369 | 0.4754 | 0.6895 |
93
+ | No log | 0.8235 | 84 | 0.5766 | 0.5217 | 0.5766 | 0.7594 |
94
+ | No log | 0.8431 | 86 | 0.6676 | 0.5125 | 0.6676 | 0.8171 |
95
+ | No log | 0.8627 | 88 | 0.5562 | 0.5228 | 0.5562 | 0.7458 |
96
+ | No log | 0.8824 | 90 | 0.5172 | 0.4973 | 0.5172 | 0.7191 |
97
+ | No log | 0.9020 | 92 | 0.5462 | 0.4516 | 0.5462 | 0.7391 |
98
+ | No log | 0.9216 | 94 | 0.5811 | 0.4616 | 0.5811 | 0.7623 |
99
+ | No log | 0.9412 | 96 | 0.6427 | 0.4692 | 0.6427 | 0.8017 |
100
+ | No log | 0.9608 | 98 | 0.5879 | 0.5257 | 0.5879 | 0.7667 |
101
+ | No log | 0.9804 | 100 | 0.6012 | 0.5745 | 0.6012 | 0.7754 |
102
+ | No log | 1.0 | 102 | 0.5486 | 0.6106 | 0.5486 | 0.7406 |
103
+ | No log | 1.0196 | 104 | 0.4630 | 0.6385 | 0.4630 | 0.6804 |
104
+ | No log | 1.0392 | 106 | 0.4667 | 0.6133 | 0.4667 | 0.6832 |
105
+ | No log | 1.0588 | 108 | 0.5729 | 0.4882 | 0.5729 | 0.7569 |
106
+ | No log | 1.0784 | 110 | 0.7200 | 0.4258 | 0.7200 | 0.8486 |
107
+ | No log | 1.0980 | 112 | 0.6863 | 0.4093 | 0.6863 | 0.8284 |
108
+ | No log | 1.1176 | 114 | 0.5664 | 0.4236 | 0.5664 | 0.7526 |
109
+ | No log | 1.1373 | 116 | 0.4650 | 0.5599 | 0.4650 | 0.6819 |
110
+ | No log | 1.1569 | 118 | 0.4927 | 0.5382 | 0.4927 | 0.7019 |
111
+ | No log | 1.1765 | 120 | 0.5366 | 0.6071 | 0.5366 | 0.7326 |
112
+ | No log | 1.1961 | 122 | 0.5779 | 0.6282 | 0.5779 | 0.7602 |
113
+ | No log | 1.2157 | 124 | 0.5514 | 0.6174 | 0.5514 | 0.7425 |
114
+ | No log | 1.2353 | 126 | 0.5628 | 0.5724 | 0.5628 | 0.7502 |
115
+ | No log | 1.2549 | 128 | 0.5000 | 0.6083 | 0.5000 | 0.7071 |
116
+ | No log | 1.2745 | 130 | 0.5029 | 0.5742 | 0.5029 | 0.7091 |
117
+ | No log | 1.2941 | 132 | 0.5439 | 0.5656 | 0.5439 | 0.7375 |
118
+ | No log | 1.3137 | 134 | 0.6366 | 0.5382 | 0.6366 | 0.7978 |
119
+ | No log | 1.3333 | 136 | 0.7002 | 0.5298 | 0.7002 | 0.8368 |
120
+ | No log | 1.3529 | 138 | 0.5557 | 0.6213 | 0.5557 | 0.7455 |
121
+ | No log | 1.3725 | 140 | 0.5366 | 0.5943 | 0.5366 | 0.7325 |
122
+ | No log | 1.3922 | 142 | 0.5883 | 0.5839 | 0.5883 | 0.7670 |
123
+ | No log | 1.4118 | 144 | 0.5009 | 0.6521 | 0.5009 | 0.7078 |
124
+ | No log | 1.4314 | 146 | 0.4676 | 0.6430 | 0.4676 | 0.6838 |
125
+ | No log | 1.4510 | 148 | 0.5600 | 0.6311 | 0.5600 | 0.7483 |
126
+ | No log | 1.4706 | 150 | 0.5597 | 0.6352 | 0.5597 | 0.7481 |
127
+ | No log | 1.4902 | 152 | 0.5690 | 0.5848 | 0.5690 | 0.7543 |
128
+ | No log | 1.5098 | 154 | 0.5653 | 0.5681 | 0.5653 | 0.7519 |
129
+ | No log | 1.5294 | 156 | 0.6915 | 0.4826 | 0.6915 | 0.8316 |
130
+ | No log | 1.5490 | 158 | 0.8726 | 0.4605 | 0.8726 | 0.9342 |
131
+ | No log | 1.5686 | 160 | 0.7721 | 0.4974 | 0.7721 | 0.8787 |
132
+ | No log | 1.5882 | 162 | 0.7522 | 0.5072 | 0.7522 | 0.8673 |
133
+ | No log | 1.6078 | 164 | 0.6101 | 0.5578 | 0.6101 | 0.7811 |
134
+ | No log | 1.6275 | 166 | 0.5041 | 0.5736 | 0.5041 | 0.7100 |
135
+ | No log | 1.6471 | 168 | 0.5381 | 0.6047 | 0.5381 | 0.7336 |
136
+ | No log | 1.6667 | 170 | 0.8870 | 0.4909 | 0.8870 | 0.9418 |
137
+ | No log | 1.6863 | 172 | 1.0403 | 0.4254 | 1.0403 | 1.0200 |
138
+ | No log | 1.7059 | 174 | 0.8430 | 0.4538 | 0.8430 | 0.9181 |
139
+ | No log | 1.7255 | 176 | 0.5552 | 0.5713 | 0.5552 | 0.7451 |
140
+ | No log | 1.7451 | 178 | 0.5027 | 0.5026 | 0.5027 | 0.7090 |
141
+ | No log | 1.7647 | 180 | 0.5807 | 0.4563 | 0.5807 | 0.7620 |
142
+ | No log | 1.7843 | 182 | 0.5704 | 0.4834 | 0.5704 | 0.7553 |
143
+ | No log | 1.8039 | 184 | 0.5813 | 0.4080 | 0.5813 | 0.7624 |
144
+ | No log | 1.8235 | 186 | 0.6386 | 0.2916 | 0.6386 | 0.7992 |
145
+ | No log | 1.8431 | 188 | 0.7190 | 0.2254 | 0.7190 | 0.8480 |
146
+ | No log | 1.8627 | 190 | 0.8469 | 0.1758 | 0.8469 | 0.9203 |
147
+ | No log | 1.8824 | 192 | 0.8621 | 0.3415 | 0.8621 | 0.9285 |
148
+ | No log | 1.9020 | 194 | 0.7047 | 0.4351 | 0.7047 | 0.8394 |
149
+ | No log | 1.9216 | 196 | 0.5603 | 0.5066 | 0.5603 | 0.7485 |
150
+ | No log | 1.9412 | 198 | 0.4576 | 0.6344 | 0.4576 | 0.6765 |
151
+ | No log | 1.9608 | 200 | 0.4936 | 0.6668 | 0.4936 | 0.7026 |
152
+ | No log | 1.9804 | 202 | 0.6451 | 0.5632 | 0.6451 | 0.8032 |
153
+ | No log | 2.0 | 204 | 0.6142 | 0.6079 | 0.6142 | 0.7837 |
154
+ | No log | 2.0196 | 206 | 0.5630 | 0.6411 | 0.5630 | 0.7504 |
155
+ | No log | 2.0392 | 208 | 0.4899 | 0.6657 | 0.4899 | 0.7000 |
156
+ | No log | 2.0588 | 210 | 0.4293 | 0.6958 | 0.4293 | 0.6552 |
157
+ | No log | 2.0784 | 212 | 0.4355 | 0.6798 | 0.4355 | 0.6599 |
158
+ | No log | 2.0980 | 214 | 0.5418 | 0.6221 | 0.5418 | 0.7360 |
159
+ | No log | 2.1176 | 216 | 0.7400 | 0.5469 | 0.7400 | 0.8603 |
160
+ | No log | 2.1373 | 218 | 0.7118 | 0.5523 | 0.7118 | 0.8437 |
161
+ | No log | 2.1569 | 220 | 0.6437 | 0.5793 | 0.6437 | 0.8023 |
162
+ | No log | 2.1765 | 222 | 0.6383 | 0.5848 | 0.6383 | 0.7989 |
163
+ | No log | 2.1961 | 224 | 0.5907 | 0.6118 | 0.5907 | 0.7686 |
164
+ | No log | 2.2157 | 226 | 0.5072 | 0.6337 | 0.5072 | 0.7122 |
165
+ | No log | 2.2353 | 228 | 0.4190 | 0.6720 | 0.4190 | 0.6473 |
166
+ | No log | 2.2549 | 230 | 0.4025 | 0.7015 | 0.4025 | 0.6344 |
167
+ | No log | 2.2745 | 232 | 0.4600 | 0.6760 | 0.4600 | 0.6782 |
168
+ | No log | 2.2941 | 234 | 0.7318 | 0.5258 | 0.7318 | 0.8555 |
169
+ | No log | 2.3137 | 236 | 0.8344 | 0.4906 | 0.8344 | 0.9134 |
170
+ | No log | 2.3333 | 238 | 0.6840 | 0.5477 | 0.6840 | 0.8270 |
171
+ | No log | 2.3529 | 240 | 0.5244 | 0.6467 | 0.5244 | 0.7241 |
172
+ | No log | 2.3725 | 242 | 0.4705 | 0.6825 | 0.4705 | 0.6860 |
173
+ | No log | 2.3922 | 244 | 0.4317 | 0.6942 | 0.4317 | 0.6570 |
174
+ | No log | 2.4118 | 246 | 0.4236 | 0.7175 | 0.4236 | 0.6509 |
175
+ | No log | 2.4314 | 248 | 0.4783 | 0.6984 | 0.4783 | 0.6916 |
176
+ | No log | 2.4510 | 250 | 0.6239 | 0.6278 | 0.6239 | 0.7899 |
177
+ | No log | 2.4706 | 252 | 0.6467 | 0.6043 | 0.6467 | 0.8042 |
178
+ | No log | 2.4902 | 254 | 0.5281 | 0.6168 | 0.5281 | 0.7267 |
179
+ | No log | 2.5098 | 256 | 0.4548 | 0.6052 | 0.4548 | 0.6744 |
180
+ | No log | 2.5294 | 258 | 0.4681 | 0.5230 | 0.4681 | 0.6842 |
181
+ | No log | 2.5490 | 260 | 0.5077 | 0.5701 | 0.5077 | 0.7125 |
182
+ | No log | 2.5686 | 262 | 0.5747 | 0.5600 | 0.5747 | 0.7581 |
183
+ | No log | 2.5882 | 264 | 0.6317 | 0.5469 | 0.6317 | 0.7948 |
184
+ | No log | 2.6078 | 266 | 0.7232 | 0.5441 | 0.7232 | 0.8504 |
185
+ | No log | 2.6275 | 268 | 0.6566 | 0.5713 | 0.6566 | 0.8103 |
186
+ | No log | 2.6471 | 270 | 0.4948 | 0.6160 | 0.4948 | 0.7034 |
187
+ | No log | 2.6667 | 272 | 0.4607 | 0.6522 | 0.4607 | 0.6787 |
188
+ | No log | 2.6863 | 274 | 0.4798 | 0.6513 | 0.4798 | 0.6927 |
189
+ | No log | 2.7059 | 276 | 0.5676 | 0.5983 | 0.5676 | 0.7534 |
190
+ | No log | 2.7255 | 278 | 0.7124 | 0.5380 | 0.7124 | 0.8440 |
191
+ | No log | 2.7451 | 280 | 0.7472 | 0.5073 | 0.7472 | 0.8644 |
192
+ | No log | 2.7647 | 282 | 0.6788 | 0.5330 | 0.6788 | 0.8239 |
193
+ | No log | 2.7843 | 284 | 0.5447 | 0.5361 | 0.5447 | 0.7381 |
194
+ | No log | 2.8039 | 286 | 0.4850 | 0.5377 | 0.4850 | 0.6964 |
195
+ | No log | 2.8235 | 288 | 0.4582 | 0.5715 | 0.4582 | 0.6769 |
196
+ | No log | 2.8431 | 290 | 0.4560 | 0.5750 | 0.4560 | 0.6753 |
197
+ | No log | 2.8627 | 292 | 0.5185 | 0.5108 | 0.5185 | 0.7200 |
198
+ | No log | 2.8824 | 294 | 0.6953 | 0.5266 | 0.6953 | 0.8338 |
199
+ | No log | 2.9020 | 296 | 0.7093 | 0.5248 | 0.7093 | 0.8422 |
200
+ | No log | 2.9216 | 298 | 0.6578 | 0.5382 | 0.6578 | 0.8110 |
201
+ | No log | 2.9412 | 300 | 0.5879 | 0.5025 | 0.5879 | 0.7667 |
202
+ | No log | 2.9608 | 302 | 0.4854 | 0.5429 | 0.4854 | 0.6967 |
203
+ | No log | 2.9804 | 304 | 0.4612 | 0.5523 | 0.4612 | 0.6791 |
204
+ | No log | 3.0 | 306 | 0.4575 | 0.5832 | 0.4575 | 0.6764 |
205
+ | No log | 3.0196 | 308 | 0.4770 | 0.6243 | 0.4770 | 0.6906 |
206
+ | No log | 3.0392 | 310 | 0.4921 | 0.6020 | 0.4921 | 0.7015 |
207
+ | No log | 3.0588 | 312 | 0.5417 | 0.6204 | 0.5417 | 0.7360 |
208
+ | No log | 3.0784 | 314 | 0.5700 | 0.6252 | 0.5700 | 0.7550 |
209
+ | No log | 3.0980 | 316 | 0.4814 | 0.6588 | 0.4814 | 0.6938 |
210
+ | No log | 3.1176 | 318 | 0.5436 | 0.6083 | 0.5436 | 0.7373 |
211
+ | No log | 3.1373 | 320 | 0.7317 | 0.5526 | 0.7317 | 0.8554 |
212
+ | No log | 3.1569 | 322 | 0.6342 | 0.6138 | 0.6342 | 0.7963 |
213
+ | No log | 3.1765 | 324 | 0.5151 | 0.6247 | 0.5151 | 0.7177 |
214
+ | No log | 3.1961 | 326 | 0.5262 | 0.6227 | 0.5262 | 0.7254 |
215
+ | No log | 3.2157 | 328 | 0.5643 | 0.5896 | 0.5643 | 0.7512 |
216
+ | No log | 3.2353 | 330 | 0.4952 | 0.6061 | 0.4952 | 0.7037 |
217
+ | No log | 3.2549 | 332 | 0.5142 | 0.5985 | 0.5142 | 0.7171 |
218
+ | No log | 3.2745 | 334 | 0.7440 | 0.5338 | 0.7440 | 0.8626 |
219
+ | No log | 3.2941 | 336 | 0.8428 | 0.5300 | 0.8428 | 0.9180 |
220
+ | No log | 3.3137 | 338 | 0.8321 | 0.5182 | 0.8321 | 0.9122 |
221
+ | No log | 3.3333 | 340 | 0.5716 | 0.5589 | 0.5716 | 0.7561 |
222
+ | No log | 3.3529 | 342 | 0.5056 | 0.6408 | 0.5056 | 0.7111 |
223
+ | No log | 3.3725 | 344 | 0.5729 | 0.6210 | 0.5729 | 0.7569 |
224
+ | No log | 3.3922 | 346 | 0.5973 | 0.6121 | 0.5973 | 0.7729 |
225
+ | No log | 3.4118 | 348 | 0.5498 | 0.6602 | 0.5498 | 0.7415 |
226
+ | No log | 3.4314 | 350 | 0.5443 | 0.6587 | 0.5443 | 0.7377 |
227
+ | No log | 3.4510 | 352 | 0.6391 | 0.6086 | 0.6391 | 0.7995 |
228
+ | No log | 3.4706 | 354 | 0.6005 | 0.5192 | 0.6005 | 0.7749 |
229
+ | No log | 3.4902 | 356 | 0.6895 | 0.3292 | 0.6895 | 0.8303 |
230
+ | No log | 3.5098 | 358 | 0.8094 | 0.1932 | 0.8094 | 0.8997 |
231
+ | No log | 3.5294 | 360 | 0.8024 | 0.2562 | 0.8024 | 0.8957 |
232
+ | No log | 3.5490 | 362 | 0.6969 | 0.3197 | 0.6969 | 0.8348 |
233
+ | No log | 3.5686 | 364 | 0.6155 | 0.5094 | 0.6155 | 0.7846 |
234
+ | No log | 3.5882 | 366 | 0.6393 | 0.4824 | 0.6393 | 0.7995 |
235
+ | No log | 3.6078 | 368 | 0.7794 | 0.3724 | 0.7794 | 0.8828 |
236
+ | No log | 3.6275 | 370 | 0.6976 | 0.4180 | 0.6976 | 0.8352 |
237
+ | No log | 3.6471 | 372 | 0.5479 | 0.4866 | 0.5479 | 0.7402 |
238
+ | No log | 3.6667 | 374 | 0.5129 | 0.5133 | 0.5129 | 0.7162 |
239
+ | No log | 3.6863 | 376 | 0.6475 | 0.5490 | 0.6475 | 0.8047 |
240
+ | No log | 3.7059 | 378 | 0.7942 | 0.4485 | 0.7942 | 0.8912 |
241
+ | No log | 3.7255 | 380 | 0.7677 | 0.4709 | 0.7677 | 0.8762 |
242
+ | No log | 3.7451 | 382 | 0.5582 | 0.6051 | 0.5582 | 0.7471 |
243
+ | No log | 3.7647 | 384 | 0.4967 | 0.6171 | 0.4967 | 0.7048 |
244
+ | No log | 3.7843 | 386 | 0.5318 | 0.6510 | 0.5318 | 0.7292 |
245
+ | No log | 3.8039 | 388 | 0.6150 | 0.5822 | 0.6150 | 0.7842 |
246
+ | No log | 3.8235 | 390 | 0.7397 | 0.5175 | 0.7397 | 0.8600 |
247
+ | No log | 3.8431 | 392 | 0.6503 | 0.5456 | 0.6503 | 0.8064 |
248
+ | No log | 3.8627 | 394 | 0.4484 | 0.6295 | 0.4484 | 0.6696 |
249
+ | No log | 3.8824 | 396 | 0.4386 | 0.6476 | 0.4386 | 0.6623 |
250
+ | No log | 3.9020 | 398 | 0.5039 | 0.6150 | 0.5039 | 0.7098 |
251
+ | No log | 3.9216 | 400 | 0.7088 | 0.5269 | 0.7088 | 0.8419 |
252
+ | No log | 3.9412 | 402 | 0.6560 | 0.5679 | 0.6560 | 0.8099 |
253
+ | No log | 3.9608 | 404 | 0.6068 | 0.6046 | 0.6068 | 0.7790 |
254
+ | No log | 3.9804 | 406 | 0.4797 | 0.7030 | 0.4797 | 0.6926 |
255
+ | No log | 4.0 | 408 | 0.4558 | 0.6764 | 0.4558 | 0.6751 |
256
+ | No log | 4.0196 | 410 | 0.4889 | 0.6181 | 0.4889 | 0.6992 |
257
+ | No log | 4.0392 | 412 | 0.5502 | 0.5906 | 0.5502 | 0.7417 |
258
+ | No log | 4.0588 | 414 | 0.5672 | 0.6302 | 0.5672 | 0.7531 |
259
+ | No log | 4.0784 | 416 | 0.6279 | 0.5855 | 0.6279 | 0.7924 |
260
+ | No log | 4.0980 | 418 | 0.5647 | 0.6194 | 0.5647 | 0.7515 |
261
+ | No log | 4.1176 | 420 | 0.4952 | 0.6164 | 0.4952 | 0.7037 |
262
+ | No log | 4.1373 | 422 | 0.5627 | 0.6221 | 0.5627 | 0.7502 |
263
+ | No log | 4.1569 | 424 | 0.6554 | 0.5627 | 0.6554 | 0.8096 |
264
+ | No log | 4.1765 | 426 | 0.6072 | 0.5577 | 0.6072 | 0.7792 |
265
+ | No log | 4.1961 | 428 | 0.5032 | 0.5421 | 0.5032 | 0.7094 |
266
+ | No log | 4.2157 | 430 | 0.4495 | 0.6093 | 0.4495 | 0.6705 |
267
+ | No log | 4.2353 | 432 | 0.4830 | 0.5749 | 0.4830 | 0.6950 |
268
+ | No log | 4.2549 | 434 | 0.7438 | 0.5140 | 0.7438 | 0.8624 |
269
+ | No log | 4.2745 | 436 | 0.8947 | 0.4814 | 0.8947 | 0.9459 |
270
+ | No log | 4.2941 | 438 | 0.6155 | 0.5693 | 0.6155 | 0.7845 |
271
+ | No log | 4.3137 | 440 | 0.4795 | 0.6393 | 0.4795 | 0.6924 |
272
+ | No log | 4.3333 | 442 | 0.4364 | 0.6829 | 0.4364 | 0.6606 |
273
+ | No log | 4.3529 | 444 | 0.4950 | 0.6844 | 0.4950 | 0.7035 |
274
+ | No log | 4.3725 | 446 | 0.6704 | 0.6125 | 0.6704 | 0.8188 |
275
+ | No log | 4.3922 | 448 | 0.9262 | 0.5017 | 0.9262 | 0.9624 |
276
+ | No log | 4.4118 | 450 | 0.9333 | 0.5040 | 0.9333 | 0.9661 |
277
+ | No log | 4.4314 | 452 | 0.6555 | 0.6209 | 0.6555 | 0.8096 |
278
+ | No log | 4.4510 | 454 | 0.4543 | 0.6796 | 0.4543 | 0.6740 |
279
+ | No log | 4.4706 | 456 | 0.4260 | 0.7153 | 0.4260 | 0.6527 |
280
+ | No log | 4.4902 | 458 | 0.4473 | 0.6799 | 0.4473 | 0.6688 |
281
+ | No log | 4.5098 | 460 | 0.5031 | 0.6539 | 0.5031 | 0.7093 |
282
+ | No log | 4.5294 | 462 | 0.6924 | 0.5582 | 0.6924 | 0.8321 |
283
+ | No log | 4.5490 | 464 | 0.7793 | 0.5567 | 0.7793 | 0.8828 |
284
+ | No log | 4.5686 | 466 | 0.8041 | 0.5496 | 0.8041 | 0.8967 |
285
+ | No log | 4.5882 | 468 | 0.6789 | 0.5724 | 0.6789 | 0.8240 |
286
+ | No log | 4.6078 | 470 | 0.5906 | 0.5878 | 0.5906 | 0.7685 |
287
+ | No log | 4.6275 | 472 | 0.6496 | 0.5730 | 0.6496 | 0.8060 |
288
+ | No log | 4.6471 | 474 | 0.6565 | 0.5726 | 0.6565 | 0.8103 |
289
+ | No log | 4.6667 | 476 | 0.5515 | 0.6183 | 0.5515 | 0.7426 |
290
+ | No log | 4.6863 | 478 | 0.4906 | 0.6131 | 0.4906 | 0.7004 |
291
+ | No log | 4.7059 | 480 | 0.4961 | 0.6401 | 0.4961 | 0.7044 |
292
+ | No log | 4.7255 | 482 | 0.5161 | 0.6097 | 0.5161 | 0.7184 |
293
+ | No log | 4.7451 | 484 | 0.4811 | 0.6356 | 0.4811 | 0.6936 |
294
+ | No log | 4.7647 | 486 | 0.4396 | 0.6549 | 0.4396 | 0.6630 |
295
+ | No log | 4.7843 | 488 | 0.5068 | 0.6134 | 0.5068 | 0.7119 |
296
+ | No log | 4.8039 | 490 | 0.6040 | 0.5434 | 0.6040 | 0.7772 |
297
+ | No log | 4.8235 | 492 | 0.6759 | 0.5205 | 0.6759 | 0.8221 |
298
+ | No log | 4.8431 | 494 | 0.6934 | 0.5232 | 0.6934 | 0.8327 |
299
+ | No log | 4.8627 | 496 | 0.5441 | 0.6315 | 0.5441 | 0.7376 |
300
+ | No log | 4.8824 | 498 | 0.4488 | 0.6579 | 0.4488 | 0.6699 |
301
+ | 0.5646 | 4.9020 | 500 | 0.4816 | 0.6774 | 0.4816 | 0.6940 |
302
+ | 0.5646 | 4.9216 | 502 | 0.4861 | 0.6668 | 0.4861 | 0.6972 |
303
+ | 0.5646 | 4.9412 | 504 | 0.5821 | 0.6069 | 0.5821 | 0.7630 |
304
+ | 0.5646 | 4.9608 | 506 | 0.8333 | 0.5237 | 0.8333 | 0.9129 |
305
+ | 0.5646 | 4.9804 | 508 | 1.0599 | 0.4574 | 1.0599 | 1.0295 |
306
+ | 0.5646 | 5.0 | 510 | 0.7969 | 0.5374 | 0.7969 | 0.8927 |
307
 
308
 
309
  ### Framework versions