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Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask1_grammar

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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_TestTask1_mechanics
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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_TestTask1_mechanics
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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: 0.5312
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- - Qwk: 0.5729
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- - Mse: 0.5312
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- - Rmse: 0.7289
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  ## Model description
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@@ -47,520 +47,293 @@ 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 | 0.0213 | 2 | 3.8700 | 0.0028 | 3.8700 | 1.9672 |
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- | No log | 0.0426 | 4 | 2.8680 | 0.0513 | 2.8680 | 1.6935 |
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- | No log | 0.0638 | 6 | 1.4558 | 0.0449 | 1.4558 | 1.2066 |
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- | No log | 0.0851 | 8 | 0.8686 | 0.0616 | 0.8686 | 0.9320 |
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- | No log | 0.1064 | 10 | 0.7997 | -0.0595 | 0.7997 | 0.8943 |
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- | No log | 0.1277 | 12 | 0.7862 | 0.0204 | 0.7862 | 0.8867 |
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- | No log | 0.1489 | 14 | 0.8207 | 0.0719 | 0.8207 | 0.9059 |
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- | No log | 0.1702 | 16 | 0.7036 | 0.0953 | 0.7036 | 0.8388 |
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- | No log | 0.1915 | 18 | 0.5689 | 0.3818 | 0.5689 | 0.7543 |
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- | No log | 0.2128 | 20 | 0.5865 | 0.3662 | 0.5865 | 0.7658 |
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- | No log | 0.2340 | 22 | 0.7282 | 0.1723 | 0.7282 | 0.8533 |
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- | No log | 0.2553 | 24 | 0.7280 | 0.1709 | 0.7280 | 0.8532 |
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- | No log | 0.2766 | 26 | 0.5715 | 0.4113 | 0.5715 | 0.7560 |
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- | No log | 0.2979 | 28 | 0.5360 | 0.3704 | 0.5360 | 0.7321 |
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- | No log | 0.3191 | 30 | 0.5734 | 0.2888 | 0.5734 | 0.7572 |
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- | No log | 0.3404 | 32 | 0.5407 | 0.3643 | 0.5407 | 0.7353 |
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- | No log | 0.3617 | 34 | 0.5436 | 0.4929 | 0.5436 | 0.7373 |
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- | No log | 0.3830 | 36 | 0.5975 | 0.4743 | 0.5975 | 0.7730 |
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- | No log | 0.4043 | 38 | 0.5446 | 0.4763 | 0.5446 | 0.7380 |
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- | No log | 0.4255 | 40 | 0.5163 | 0.4280 | 0.5163 | 0.7186 |
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- | No log | 0.4468 | 42 | 0.5586 | 0.3838 | 0.5586 | 0.7474 |
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- | No log | 0.4681 | 44 | 0.6211 | 0.4799 | 0.6211 | 0.7881 |
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- | No log | 0.4894 | 46 | 0.6457 | 0.4387 | 0.6457 | 0.8036 |
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- | No log | 0.5106 | 48 | 0.6201 | 0.4552 | 0.6201 | 0.7875 |
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- | No log | 0.5319 | 50 | 0.5784 | 0.4187 | 0.5784 | 0.7606 |
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- | No log | 0.5532 | 52 | 0.5515 | 0.4529 | 0.5515 | 0.7426 |
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- | No log | 0.5745 | 54 | 0.6396 | 0.4462 | 0.6396 | 0.7998 |
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- | No log | 0.5957 | 56 | 0.6391 | 0.4365 | 0.6391 | 0.7995 |
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- | No log | 0.6170 | 58 | 0.5221 | 0.5205 | 0.5221 | 0.7226 |
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- | No log | 0.6383 | 60 | 0.5061 | 0.5714 | 0.5061 | 0.7114 |
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- | No log | 0.6596 | 62 | 0.5297 | 0.5483 | 0.5297 | 0.7278 |
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- | No log | 0.6809 | 64 | 0.5061 | 0.5259 | 0.5061 | 0.7114 |
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- | No log | 0.7021 | 66 | 0.4728 | 0.5375 | 0.4728 | 0.6876 |
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- | No log | 0.7234 | 68 | 0.4781 | 0.5243 | 0.4781 | 0.6914 |
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- | No log | 0.7447 | 70 | 0.5072 | 0.5386 | 0.5072 | 0.7122 |
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- | No log | 0.7660 | 72 | 0.5131 | 0.5689 | 0.5131 | 0.7163 |
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- | No log | 0.7872 | 74 | 0.5029 | 0.6064 | 0.5029 | 0.7092 |
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- | No log | 0.8085 | 76 | 0.5258 | 0.5959 | 0.5258 | 0.7251 |
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- | No log | 0.8298 | 78 | 0.4809 | 0.6145 | 0.4809 | 0.6934 |
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- | No log | 0.8511 | 80 | 0.4452 | 0.5912 | 0.4452 | 0.6672 |
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- | No log | 0.8723 | 82 | 0.4245 | 0.5476 | 0.4245 | 0.6515 |
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- | No log | 0.8936 | 84 | 0.4057 | 0.5568 | 0.4057 | 0.6369 |
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- | No log | 0.9149 | 86 | 0.5298 | 0.5298 | 0.5298 | 0.7279 |
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- | No log | 0.9362 | 88 | 0.6039 | 0.3664 | 0.6039 | 0.7771 |
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- | No log | 0.9574 | 90 | 0.5411 | 0.3691 | 0.5411 | 0.7356 |
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- | No log | 0.9787 | 92 | 0.4801 | 0.5109 | 0.4801 | 0.6929 |
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- | No log | 1.0 | 94 | 0.4527 | 0.5483 | 0.4527 | 0.6728 |
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- | No log | 1.0213 | 96 | 0.4583 | 0.6036 | 0.4583 | 0.6769 |
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- | No log | 1.0426 | 98 | 0.5408 | 0.6301 | 0.5408 | 0.7354 |
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- | No log | 1.0638 | 100 | 0.6468 | 0.5606 | 0.6468 | 0.8042 |
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- | No log | 1.0851 | 102 | 0.6733 | 0.5186 | 0.6733 | 0.8205 |
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- | No log | 1.1064 | 104 | 0.6040 | 0.5409 | 0.6040 | 0.7772 |
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- | No log | 1.1277 | 106 | 0.5035 | 0.5992 | 0.5035 | 0.7096 |
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- | No log | 1.1489 | 108 | 0.4188 | 0.5722 | 0.4188 | 0.6471 |
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- | No log | 1.1702 | 110 | 0.4322 | 0.5498 | 0.4322 | 0.6574 |
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- | No log | 1.1915 | 112 | 0.4021 | 0.5399 | 0.4021 | 0.6341 |
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- | No log | 1.2128 | 114 | 0.4442 | 0.5638 | 0.4442 | 0.6665 |
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- | No log | 1.2340 | 116 | 0.5092 | 0.6018 | 0.5092 | 0.7136 |
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- | No log | 1.2553 | 118 | 0.5305 | 0.6009 | 0.5305 | 0.7283 |
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- | No log | 1.2766 | 120 | 0.6057 | 0.5307 | 0.6057 | 0.7783 |
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- | No log | 1.2979 | 122 | 0.7061 | 0.4762 | 0.7061 | 0.8403 |
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- | No log | 1.3191 | 124 | 0.6258 | 0.5396 | 0.6258 | 0.7911 |
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- | No log | 1.3404 | 126 | 0.5065 | 0.6047 | 0.5065 | 0.7117 |
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- | No log | 1.3617 | 128 | 0.5102 | 0.6264 | 0.5102 | 0.7143 |
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- | No log | 1.3830 | 130 | 0.4641 | 0.6040 | 0.4641 | 0.6813 |
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- | No log | 1.4043 | 132 | 0.4818 | 0.5710 | 0.4818 | 0.6941 |
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- | No log | 1.4255 | 134 | 0.5189 | 0.4772 | 0.5189 | 0.7204 |
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- | No log | 1.4468 | 136 | 0.4753 | 0.4871 | 0.4753 | 0.6895 |
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- | No log | 1.4681 | 138 | 0.4092 | 0.5675 | 0.4092 | 0.6397 |
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- | No log | 1.4894 | 140 | 0.3927 | 0.5648 | 0.3927 | 0.6267 |
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- | No log | 1.5106 | 142 | 0.4128 | 0.6022 | 0.4128 | 0.6425 |
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- | No log | 1.5319 | 144 | 0.4721 | 0.6124 | 0.4721 | 0.6871 |
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- | No log | 1.5532 | 146 | 0.4917 | 0.6040 | 0.4917 | 0.7012 |
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- | No log | 1.5745 | 148 | 0.4826 | 0.5953 | 0.4826 | 0.6947 |
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- | No log | 1.5957 | 150 | 0.5328 | 0.5329 | 0.5328 | 0.7299 |
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- | No log | 1.6170 | 152 | 0.7210 | 0.4475 | 0.7210 | 0.8491 |
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- | No log | 1.6383 | 154 | 0.7185 | 0.4483 | 0.7185 | 0.8477 |
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- | No log | 1.6596 | 156 | 0.5535 | 0.4925 | 0.5535 | 0.7440 |
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- | No log | 1.6809 | 158 | 0.4588 | 0.5544 | 0.4588 | 0.6774 |
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- | No log | 1.7021 | 160 | 0.4985 | 0.5629 | 0.4985 | 0.7060 |
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- | No log | 1.7234 | 162 | 0.4585 | 0.5618 | 0.4585 | 0.6772 |
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- | No log | 1.7447 | 164 | 0.4568 | 0.5728 | 0.4568 | 0.6759 |
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- | No log | 1.7660 | 166 | 0.5404 | 0.5390 | 0.5404 | 0.7351 |
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- | No log | 1.7872 | 168 | 0.6462 | 0.4495 | 0.6462 | 0.8039 |
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- | No log | 1.8085 | 170 | 0.6222 | 0.4786 | 0.6222 | 0.7888 |
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- | No log | 1.8298 | 172 | 0.5634 | 0.5310 | 0.5634 | 0.7506 |
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- | No log | 1.8511 | 174 | 0.5554 | 0.5823 | 0.5554 | 0.7452 |
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- | No log | 1.8723 | 176 | 0.5401 | 0.5958 | 0.5401 | 0.7349 |
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- | No log | 1.8936 | 178 | 0.4968 | 0.5827 | 0.4968 | 0.7049 |
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- | No log | 1.9149 | 180 | 0.4595 | 0.5503 | 0.4595 | 0.6779 |
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- | No log | 1.9362 | 182 | 0.4541 | 0.5636 | 0.4541 | 0.6739 |
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- | No log | 1.9574 | 184 | 0.4311 | 0.6106 | 0.4311 | 0.6566 |
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- | No log | 1.9787 | 186 | 0.4532 | 0.6356 | 0.4532 | 0.6732 |
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- | No log | 2.0 | 188 | 0.4792 | 0.5911 | 0.4792 | 0.6922 |
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- | No log | 2.0213 | 190 | 0.4414 | 0.5990 | 0.4414 | 0.6644 |
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- | No log | 2.0426 | 192 | 0.3994 | 0.6234 | 0.3994 | 0.6320 |
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- | No log | 2.0638 | 194 | 0.4247 | 0.6183 | 0.4247 | 0.6517 |
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- | No log | 2.0851 | 196 | 0.4793 | 0.5597 | 0.4793 | 0.6923 |
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- | No log | 2.1064 | 198 | 0.4875 | 0.5814 | 0.4875 | 0.6982 |
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- | No log | 2.1277 | 200 | 0.4248 | 0.6382 | 0.4248 | 0.6518 |
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- | No log | 2.1489 | 202 | 0.4127 | 0.6517 | 0.4127 | 0.6424 |
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- | No log | 2.1702 | 204 | 0.4295 | 0.6290 | 0.4295 | 0.6554 |
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- | No log | 2.1915 | 206 | 0.4852 | 0.5945 | 0.4852 | 0.6965 |
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- | No log | 2.2128 | 208 | 0.5648 | 0.5461 | 0.5648 | 0.7516 |
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- | No log | 2.2340 | 210 | 0.6034 | 0.5571 | 0.6034 | 0.7768 |
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- | No log | 2.2553 | 212 | 0.5739 | 0.5631 | 0.5739 | 0.7576 |
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- | No log | 2.2766 | 214 | 0.4829 | 0.6245 | 0.4829 | 0.6949 |
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- | No log | 2.2979 | 216 | 0.4503 | 0.6487 | 0.4503 | 0.6710 |
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- | No log | 2.3191 | 218 | 0.4547 | 0.6407 | 0.4547 | 0.6743 |
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- | No log | 2.3404 | 220 | 0.4335 | 0.6495 | 0.4335 | 0.6584 |
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- | No log | 2.3617 | 222 | 0.4347 | 0.5619 | 0.4347 | 0.6593 |
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- | No log | 2.3830 | 224 | 0.4452 | 0.5337 | 0.4452 | 0.6672 |
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- | No log | 2.4043 | 226 | 0.4393 | 0.5465 | 0.4393 | 0.6628 |
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- | No log | 2.4255 | 228 | 0.4364 | 0.6271 | 0.4364 | 0.6606 |
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- | No log | 2.4468 | 230 | 0.4573 | 0.6617 | 0.4573 | 0.6762 |
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- | No log | 2.4681 | 232 | 0.5306 | 0.5647 | 0.5306 | 0.7284 |
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- | No log | 2.4894 | 234 | 0.5483 | 0.5544 | 0.5483 | 0.7405 |
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- | No log | 2.5106 | 236 | 0.5137 | 0.5890 | 0.5137 | 0.7167 |
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- | No log | 2.5319 | 238 | 0.4851 | 0.6637 | 0.4851 | 0.6965 |
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- | No log | 2.5532 | 240 | 0.4729 | 0.6675 | 0.4729 | 0.6877 |
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- | No log | 2.5745 | 242 | 0.5230 | 0.6381 | 0.5230 | 0.7232 |
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- | No log | 2.5957 | 244 | 0.4902 | 0.6443 | 0.4902 | 0.7001 |
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- | No log | 2.6170 | 246 | 0.4650 | 0.6457 | 0.4650 | 0.6819 |
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- | No log | 2.6383 | 248 | 0.4557 | 0.6471 | 0.4557 | 0.6751 |
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- | No log | 2.6596 | 250 | 0.4565 | 0.6478 | 0.4565 | 0.6756 |
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- | No log | 2.6809 | 252 | 0.4394 | 0.6072 | 0.4394 | 0.6628 |
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- | No log | 2.7021 | 254 | 0.4403 | 0.5730 | 0.4403 | 0.6635 |
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- | No log | 2.7234 | 256 | 0.4928 | 0.5787 | 0.4928 | 0.7020 |
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- | No log | 2.7447 | 258 | 0.5198 | 0.5909 | 0.5198 | 0.7210 |
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- | No log | 2.7660 | 260 | 0.6181 | 0.5315 | 0.6181 | 0.7862 |
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- | No log | 2.7872 | 262 | 0.6477 | 0.5018 | 0.6477 | 0.8048 |
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- | No log | 2.8085 | 264 | 0.6227 | 0.5084 | 0.6227 | 0.7891 |
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- | No log | 2.8298 | 266 | 0.6508 | 0.4942 | 0.6508 | 0.8067 |
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- | No log | 2.8511 | 268 | 0.5119 | 0.5928 | 0.5119 | 0.7155 |
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- | No log | 2.8723 | 270 | 0.4350 | 0.6412 | 0.4350 | 0.6596 |
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- | No log | 2.8936 | 272 | 0.4677 | 0.6420 | 0.4677 | 0.6839 |
188
- | No log | 2.9149 | 274 | 0.4320 | 0.6624 | 0.4320 | 0.6573 |
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- | No log | 2.9362 | 276 | 0.4648 | 0.6020 | 0.4648 | 0.6818 |
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- | No log | 2.9574 | 278 | 0.6970 | 0.5286 | 0.6970 | 0.8349 |
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- | No log | 2.9787 | 280 | 1.0342 | 0.4346 | 1.0342 | 1.0170 |
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- | No log | 3.0 | 282 | 1.1894 | 0.4279 | 1.1894 | 1.0906 |
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- | No log | 3.0213 | 284 | 1.0722 | 0.4886 | 1.0722 | 1.0355 |
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- | No log | 3.0426 | 286 | 0.7646 | 0.5839 | 0.7646 | 0.8744 |
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- | No log | 3.0638 | 288 | 0.6410 | 0.6152 | 0.6410 | 0.8006 |
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- | No log | 3.0851 | 290 | 0.6924 | 0.5622 | 0.6924 | 0.8321 |
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- | No log | 3.1064 | 292 | 0.5807 | 0.5570 | 0.5807 | 0.7620 |
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- | No log | 3.1277 | 294 | 0.4183 | 0.5795 | 0.4183 | 0.6468 |
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- | No log | 3.1489 | 296 | 0.3919 | 0.5607 | 0.3919 | 0.6260 |
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- | No log | 3.1702 | 298 | 0.4948 | 0.5417 | 0.4948 | 0.7034 |
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- | No log | 3.1915 | 300 | 0.5599 | 0.4960 | 0.5599 | 0.7482 |
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- | No log | 3.2128 | 302 | 0.5366 | 0.5328 | 0.5366 | 0.7326 |
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- | No log | 3.2340 | 304 | 0.4491 | 0.5882 | 0.4491 | 0.6701 |
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- | No log | 3.2553 | 306 | 0.3867 | 0.6274 | 0.3867 | 0.6218 |
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- | No log | 3.2766 | 308 | 0.4168 | 0.6086 | 0.4168 | 0.6456 |
206
- | No log | 3.2979 | 310 | 0.4436 | 0.5729 | 0.4436 | 0.6660 |
207
- | No log | 3.3191 | 312 | 0.4187 | 0.6193 | 0.4187 | 0.6471 |
208
- | No log | 3.3404 | 314 | 0.4010 | 0.6306 | 0.4010 | 0.6332 |
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- | No log | 3.3617 | 316 | 0.4654 | 0.6112 | 0.4654 | 0.6822 |
210
- | No log | 3.3830 | 318 | 0.5424 | 0.5836 | 0.5424 | 0.7365 |
211
- | No log | 3.4043 | 320 | 0.5139 | 0.5590 | 0.5139 | 0.7169 |
212
- | No log | 3.4255 | 322 | 0.4222 | 0.6338 | 0.4222 | 0.6497 |
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- | No log | 3.4468 | 324 | 0.4124 | 0.6164 | 0.4124 | 0.6422 |
214
- | No log | 3.4681 | 326 | 0.4405 | 0.5635 | 0.4405 | 0.6637 |
215
- | No log | 3.4894 | 328 | 0.4401 | 0.5532 | 0.4401 | 0.6634 |
216
- | No log | 3.5106 | 330 | 0.4222 | 0.5512 | 0.4222 | 0.6498 |
217
- | No log | 3.5319 | 332 | 0.4252 | 0.5777 | 0.4252 | 0.6520 |
218
- | No log | 3.5532 | 334 | 0.4582 | 0.5738 | 0.4582 | 0.6769 |
219
- | No log | 3.5745 | 336 | 0.5439 | 0.5394 | 0.5439 | 0.7375 |
220
- | No log | 3.5957 | 338 | 0.5894 | 0.5605 | 0.5894 | 0.7677 |
221
- | No log | 3.6170 | 340 | 0.6210 | 0.5782 | 0.6210 | 0.7880 |
222
- | No log | 3.6383 | 342 | 0.5611 | 0.5978 | 0.5611 | 0.7491 |
223
- | No log | 3.6596 | 344 | 0.5331 | 0.5749 | 0.5331 | 0.7301 |
224
- | No log | 3.6809 | 346 | 0.4597 | 0.5813 | 0.4597 | 0.6780 |
225
- | No log | 3.7021 | 348 | 0.4551 | 0.5750 | 0.4551 | 0.6746 |
226
- | No log | 3.7234 | 350 | 0.5070 | 0.5301 | 0.5070 | 0.7121 |
227
- | No log | 3.7447 | 352 | 0.6439 | 0.4725 | 0.6439 | 0.8025 |
228
- | No log | 3.7660 | 354 | 0.6654 | 0.5466 | 0.6654 | 0.8157 |
229
- | No log | 3.7872 | 356 | 0.5995 | 0.5650 | 0.5995 | 0.7743 |
230
- | No log | 3.8085 | 358 | 0.5218 | 0.6410 | 0.5218 | 0.7223 |
231
- | No log | 3.8298 | 360 | 0.5147 | 0.5877 | 0.5147 | 0.7174 |
232
- | No log | 3.8511 | 362 | 0.5181 | 0.5816 | 0.5181 | 0.7198 |
233
- | No log | 3.8723 | 364 | 0.4887 | 0.5957 | 0.4887 | 0.6991 |
234
- | No log | 3.8936 | 366 | 0.4936 | 0.6376 | 0.4936 | 0.7026 |
235
- | No log | 3.9149 | 368 | 0.6341 | 0.5426 | 0.6341 | 0.7963 |
236
- | No log | 3.9362 | 370 | 0.8922 | 0.4388 | 0.8922 | 0.9446 |
237
- | No log | 3.9574 | 372 | 0.9361 | 0.4305 | 0.9361 | 0.9675 |
238
- | No log | 3.9787 | 374 | 0.7767 | 0.4754 | 0.7767 | 0.8813 |
239
- | No log | 4.0 | 376 | 0.5546 | 0.5944 | 0.5546 | 0.7447 |
240
- | No log | 4.0213 | 378 | 0.4455 | 0.6364 | 0.4455 | 0.6675 |
241
- | No log | 4.0426 | 380 | 0.4432 | 0.6492 | 0.4432 | 0.6657 |
242
- | No log | 4.0638 | 382 | 0.4394 | 0.6328 | 0.4394 | 0.6629 |
243
- | No log | 4.0851 | 384 | 0.5231 | 0.6165 | 0.5231 | 0.7232 |
244
- | No log | 4.1064 | 386 | 0.6408 | 0.5510 | 0.6408 | 0.8005 |
245
- | No log | 4.1277 | 388 | 0.5963 | 0.5326 | 0.5963 | 0.7722 |
246
- | No log | 4.1489 | 390 | 0.5256 | 0.5535 | 0.5256 | 0.7250 |
247
- | No log | 4.1702 | 392 | 0.4583 | 0.5754 | 0.4583 | 0.6770 |
248
- | No log | 4.1915 | 394 | 0.4551 | 0.5588 | 0.4551 | 0.6746 |
249
- | No log | 4.2128 | 396 | 0.4799 | 0.5825 | 0.4799 | 0.6928 |
250
- | No log | 4.2340 | 398 | 0.5024 | 0.5946 | 0.5024 | 0.7088 |
251
- | No log | 4.2553 | 400 | 0.5062 | 0.5914 | 0.5062 | 0.7115 |
252
- | No log | 4.2766 | 402 | 0.5571 | 0.5944 | 0.5571 | 0.7464 |
253
- | No log | 4.2979 | 404 | 0.6416 | 0.5790 | 0.6416 | 0.8010 |
254
- | No log | 4.3191 | 406 | 0.6272 | 0.5863 | 0.6272 | 0.7920 |
255
- | No log | 4.3404 | 408 | 0.5662 | 0.6118 | 0.5662 | 0.7525 |
256
- | No log | 4.3617 | 410 | 0.5217 | 0.6317 | 0.5217 | 0.7223 |
257
- | No log | 4.3830 | 412 | 0.5046 | 0.6526 | 0.5046 | 0.7103 |
258
- | No log | 4.4043 | 414 | 0.4533 | 0.6510 | 0.4533 | 0.6733 |
259
- | No log | 4.4255 | 416 | 0.4523 | 0.6337 | 0.4523 | 0.6725 |
260
- | No log | 4.4468 | 418 | 0.5092 | 0.6052 | 0.5092 | 0.7136 |
261
- | No log | 4.4681 | 420 | 0.5761 | 0.5872 | 0.5761 | 0.7590 |
262
- | No log | 4.4894 | 422 | 0.5414 | 0.5930 | 0.5414 | 0.7358 |
263
- | No log | 4.5106 | 424 | 0.4877 | 0.6322 | 0.4877 | 0.6983 |
264
- | No log | 4.5319 | 426 | 0.4545 | 0.6283 | 0.4545 | 0.6741 |
265
- | No log | 4.5532 | 428 | 0.4798 | 0.6225 | 0.4798 | 0.6927 |
266
- | No log | 4.5745 | 430 | 0.5065 | 0.6412 | 0.5065 | 0.7117 |
267
- | No log | 4.5957 | 432 | 0.5108 | 0.6217 | 0.5108 | 0.7147 |
268
- | No log | 4.6170 | 434 | 0.5003 | 0.6065 | 0.5003 | 0.7073 |
269
- | No log | 4.6383 | 436 | 0.4485 | 0.6146 | 0.4485 | 0.6697 |
270
- | No log | 4.6596 | 438 | 0.4106 | 0.6000 | 0.4106 | 0.6408 |
271
- | No log | 4.6809 | 440 | 0.3994 | 0.6045 | 0.3994 | 0.6320 |
272
- | No log | 4.7021 | 442 | 0.4640 | 0.6210 | 0.4640 | 0.6811 |
273
- | No log | 4.7234 | 444 | 0.6359 | 0.5608 | 0.6359 | 0.7974 |
274
- | No log | 4.7447 | 446 | 0.6400 | 0.5681 | 0.6400 | 0.8000 |
275
- | No log | 4.7660 | 448 | 0.5044 | 0.6469 | 0.5044 | 0.7102 |
276
- | No log | 4.7872 | 450 | 0.4811 | 0.6529 | 0.4811 | 0.6936 |
277
- | No log | 4.8085 | 452 | 0.4944 | 0.6287 | 0.4944 | 0.7031 |
278
- | No log | 4.8298 | 454 | 0.4971 | 0.6507 | 0.4971 | 0.7050 |
279
- | No log | 4.8511 | 456 | 0.5233 | 0.6160 | 0.5233 | 0.7234 |
280
- | No log | 4.8723 | 458 | 0.5393 | 0.5890 | 0.5393 | 0.7344 |
281
- | No log | 4.8936 | 460 | 0.5381 | 0.5635 | 0.5381 | 0.7335 |
282
- | No log | 4.9149 | 462 | 0.5663 | 0.5737 | 0.5663 | 0.7525 |
283
- | No log | 4.9362 | 464 | 0.5866 | 0.5785 | 0.5866 | 0.7659 |
284
- | No log | 4.9574 | 466 | 0.6151 | 0.5931 | 0.6151 | 0.7843 |
285
- | No log | 4.9787 | 468 | 0.5690 | 0.5924 | 0.5690 | 0.7543 |
286
- | No log | 5.0 | 470 | 0.5576 | 0.5935 | 0.5576 | 0.7468 |
287
- | No log | 5.0213 | 472 | 0.5523 | 0.6044 | 0.5523 | 0.7432 |
288
- | No log | 5.0426 | 474 | 0.6575 | 0.5839 | 0.6575 | 0.8108 |
289
- | No log | 5.0638 | 476 | 0.6823 | 0.5581 | 0.6823 | 0.8260 |
290
- | No log | 5.0851 | 478 | 0.6547 | 0.5462 | 0.6547 | 0.8092 |
291
- | No log | 5.1064 | 480 | 0.5455 | 0.5900 | 0.5455 | 0.7386 |
292
- | No log | 5.1277 | 482 | 0.5264 | 0.5911 | 0.5264 | 0.7255 |
293
- | No log | 5.1489 | 484 | 0.4927 | 0.6215 | 0.4927 | 0.7019 |
294
- | No log | 5.1702 | 486 | 0.4870 | 0.6380 | 0.4870 | 0.6979 |
295
- | No log | 5.1915 | 488 | 0.4751 | 0.6543 | 0.4751 | 0.6893 |
296
- | No log | 5.2128 | 490 | 0.4543 | 0.6647 | 0.4543 | 0.6740 |
297
- | No log | 5.2340 | 492 | 0.4366 | 0.6454 | 0.4366 | 0.6608 |
298
- | No log | 5.2553 | 494 | 0.4606 | 0.6286 | 0.4606 | 0.6786 |
299
- | No log | 5.2766 | 496 | 0.6149 | 0.5481 | 0.6149 | 0.7842 |
300
- | No log | 5.2979 | 498 | 0.7406 | 0.5233 | 0.7406 | 0.8606 |
301
- | 0.4903 | 5.3191 | 500 | 0.6165 | 0.5439 | 0.6165 | 0.7852 |
302
- | 0.4903 | 5.3404 | 502 | 0.4787 | 0.6319 | 0.4787 | 0.6919 |
303
- | 0.4903 | 5.3617 | 504 | 0.4835 | 0.6025 | 0.4835 | 0.6953 |
304
- | 0.4903 | 5.3830 | 506 | 0.5211 | 0.5982 | 0.5211 | 0.7219 |
305
- | 0.4903 | 5.4043 | 508 | 0.5235 | 0.5894 | 0.5235 | 0.7235 |
306
- | 0.4903 | 5.4255 | 510 | 0.5560 | 0.6138 | 0.5560 | 0.7456 |
307
- | 0.4903 | 5.4468 | 512 | 0.5247 | 0.6276 | 0.5247 | 0.7244 |
308
- | 0.4903 | 5.4681 | 514 | 0.6057 | 0.6063 | 0.6057 | 0.7783 |
309
- | 0.4903 | 5.4894 | 516 | 0.7467 | 0.5309 | 0.7467 | 0.8641 |
310
- | 0.4903 | 5.5106 | 518 | 0.6866 | 0.5457 | 0.6866 | 0.8286 |
311
- | 0.4903 | 5.5319 | 520 | 0.5107 | 0.6471 | 0.5107 | 0.7146 |
312
- | 0.4903 | 5.5532 | 522 | 0.4700 | 0.6359 | 0.4700 | 0.6855 |
313
- | 0.4903 | 5.5745 | 524 | 0.5332 | 0.5403 | 0.5332 | 0.7302 |
314
- | 0.4903 | 5.5957 | 526 | 0.4766 | 0.5762 | 0.4766 | 0.6904 |
315
- | 0.4903 | 5.6170 | 528 | 0.4056 | 0.6562 | 0.4056 | 0.6369 |
316
- | 0.4903 | 5.6383 | 530 | 0.4921 | 0.5498 | 0.4921 | 0.7015 |
317
- | 0.4903 | 5.6596 | 532 | 0.6264 | 0.5028 | 0.6264 | 0.7915 |
318
- | 0.4903 | 5.6809 | 534 | 0.6691 | 0.5272 | 0.6691 | 0.8180 |
319
- | 0.4903 | 5.7021 | 536 | 0.6030 | 0.5592 | 0.6030 | 0.7765 |
320
- | 0.4903 | 5.7234 | 538 | 0.5649 | 0.6073 | 0.5649 | 0.7516 |
321
- | 0.4903 | 5.7447 | 540 | 0.5381 | 0.6352 | 0.5381 | 0.7336 |
322
- | 0.4903 | 5.7660 | 542 | 0.5141 | 0.6348 | 0.5141 | 0.7170 |
323
- | 0.4903 | 5.7872 | 544 | 0.5405 | 0.6020 | 0.5405 | 0.7352 |
324
- | 0.4903 | 5.8085 | 546 | 0.6011 | 0.5280 | 0.6011 | 0.7753 |
325
- | 0.4903 | 5.8298 | 548 | 0.6113 | 0.5216 | 0.6113 | 0.7819 |
326
- | 0.4903 | 5.8511 | 550 | 0.5821 | 0.5382 | 0.5821 | 0.7630 |
327
- | 0.4903 | 5.8723 | 552 | 0.5400 | 0.5812 | 0.5400 | 0.7348 |
328
- | 0.4903 | 5.8936 | 554 | 0.5433 | 0.6181 | 0.5433 | 0.7371 |
329
- | 0.4903 | 5.9149 | 556 | 0.5163 | 0.6199 | 0.5163 | 0.7185 |
330
- | 0.4903 | 5.9362 | 558 | 0.4911 | 0.6111 | 0.4911 | 0.7008 |
331
- | 0.4903 | 5.9574 | 560 | 0.4706 | 0.6137 | 0.4706 | 0.6860 |
332
- | 0.4903 | 5.9787 | 562 | 0.4975 | 0.5800 | 0.4975 | 0.7054 |
333
- | 0.4903 | 6.0 | 564 | 0.5457 | 0.5675 | 0.5457 | 0.7387 |
334
- | 0.4903 | 6.0213 | 566 | 0.5559 | 0.5976 | 0.5559 | 0.7456 |
335
- | 0.4903 | 6.0426 | 568 | 0.5575 | 0.6351 | 0.5575 | 0.7466 |
336
- | 0.4903 | 6.0638 | 570 | 0.5470 | 0.6322 | 0.5470 | 0.7396 |
337
- | 0.4903 | 6.0851 | 572 | 0.5906 | 0.6165 | 0.5906 | 0.7685 |
338
- | 0.4903 | 6.1064 | 574 | 0.7929 | 0.5505 | 0.7929 | 0.8905 |
339
- | 0.4903 | 6.1277 | 576 | 0.8709 | 0.5338 | 0.8709 | 0.9332 |
340
- | 0.4903 | 6.1489 | 578 | 0.7076 | 0.5431 | 0.7076 | 0.8412 |
341
- | 0.4903 | 6.1702 | 580 | 0.4582 | 0.5815 | 0.4582 | 0.6769 |
342
- | 0.4903 | 6.1915 | 582 | 0.3959 | 0.6125 | 0.3959 | 0.6292 |
343
- | 0.4903 | 6.2128 | 584 | 0.3931 | 0.6071 | 0.3931 | 0.6270 |
344
- | 0.4903 | 6.2340 | 586 | 0.4199 | 0.6174 | 0.4199 | 0.6480 |
345
- | 0.4903 | 6.2553 | 588 | 0.5747 | 0.5720 | 0.5747 | 0.7581 |
346
- | 0.4903 | 6.2766 | 590 | 0.6031 | 0.5690 | 0.6031 | 0.7766 |
347
- | 0.4903 | 6.2979 | 592 | 0.5201 | 0.6259 | 0.5201 | 0.7212 |
348
- | 0.4903 | 6.3191 | 594 | 0.5171 | 0.6402 | 0.5171 | 0.7191 |
349
- | 0.4903 | 6.3404 | 596 | 0.5276 | 0.6631 | 0.5276 | 0.7263 |
350
- | 0.4903 | 6.3617 | 598 | 0.5320 | 0.6181 | 0.5320 | 0.7294 |
351
- | 0.4903 | 6.3830 | 600 | 0.5332 | 0.6081 | 0.5332 | 0.7302 |
352
- | 0.4903 | 6.4043 | 602 | 0.5423 | 0.6053 | 0.5423 | 0.7364 |
353
- | 0.4903 | 6.4255 | 604 | 0.5780 | 0.5390 | 0.5780 | 0.7603 |
354
- | 0.4903 | 6.4468 | 606 | 0.5773 | 0.5425 | 0.5773 | 0.7598 |
355
- | 0.4903 | 6.4681 | 608 | 0.5121 | 0.6100 | 0.5121 | 0.7156 |
356
- | 0.4903 | 6.4894 | 610 | 0.4438 | 0.6129 | 0.4438 | 0.6662 |
357
- | 0.4903 | 6.5106 | 612 | 0.4185 | 0.5819 | 0.4185 | 0.6469 |
358
- | 0.4903 | 6.5319 | 614 | 0.4218 | 0.5631 | 0.4218 | 0.6494 |
359
- | 0.4903 | 6.5532 | 616 | 0.4526 | 0.5707 | 0.4526 | 0.6728 |
360
- | 0.4903 | 6.5745 | 618 | 0.5468 | 0.5461 | 0.5468 | 0.7394 |
361
- | 0.4903 | 6.5957 | 620 | 0.6527 | 0.5653 | 0.6527 | 0.8079 |
362
- | 0.4903 | 6.6170 | 622 | 0.6445 | 0.5885 | 0.6445 | 0.8028 |
363
- | 0.4903 | 6.6383 | 624 | 0.6446 | 0.5955 | 0.6446 | 0.8029 |
364
- | 0.4903 | 6.6596 | 626 | 0.7383 | 0.5771 | 0.7383 | 0.8592 |
365
- | 0.4903 | 6.6809 | 628 | 0.6800 | 0.5796 | 0.6800 | 0.8246 |
366
- | 0.4903 | 6.7021 | 630 | 0.5833 | 0.6589 | 0.5833 | 0.7637 |
367
- | 0.4903 | 6.7234 | 632 | 0.6543 | 0.5825 | 0.6543 | 0.8089 |
368
- | 0.4903 | 6.7447 | 634 | 0.6764 | 0.5294 | 0.6764 | 0.8224 |
369
- | 0.4903 | 6.7660 | 636 | 0.5300 | 0.5854 | 0.5300 | 0.7280 |
370
- | 0.4903 | 6.7872 | 638 | 0.4079 | 0.6443 | 0.4079 | 0.6387 |
371
- | 0.4903 | 6.8085 | 640 | 0.4033 | 0.6308 | 0.4033 | 0.6351 |
372
- | 0.4903 | 6.8298 | 642 | 0.3983 | 0.6257 | 0.3983 | 0.6311 |
373
- | 0.4903 | 6.8511 | 644 | 0.4286 | 0.6621 | 0.4286 | 0.6547 |
374
- | 0.4903 | 6.8723 | 646 | 0.5300 | 0.6085 | 0.5300 | 0.7280 |
375
- | 0.4903 | 6.8936 | 648 | 0.5967 | 0.5929 | 0.5967 | 0.7724 |
376
- | 0.4903 | 6.9149 | 650 | 0.5728 | 0.6206 | 0.5728 | 0.7568 |
377
- | 0.4903 | 6.9362 | 652 | 0.4936 | 0.6446 | 0.4936 | 0.7026 |
378
- | 0.4903 | 6.9574 | 654 | 0.4745 | 0.6370 | 0.4745 | 0.6889 |
379
- | 0.4903 | 6.9787 | 656 | 0.5107 | 0.6166 | 0.5107 | 0.7146 |
380
- | 0.4903 | 7.0 | 658 | 0.5198 | 0.6169 | 0.5198 | 0.7210 |
381
- | 0.4903 | 7.0213 | 660 | 0.4914 | 0.6335 | 0.4914 | 0.7010 |
382
- | 0.4903 | 7.0426 | 662 | 0.4972 | 0.6487 | 0.4972 | 0.7051 |
383
- | 0.4903 | 7.0638 | 664 | 0.5387 | 0.6481 | 0.5387 | 0.7339 |
384
- | 0.4903 | 7.0851 | 666 | 0.5985 | 0.6150 | 0.5985 | 0.7736 |
385
- | 0.4903 | 7.1064 | 668 | 0.6087 | 0.5891 | 0.6087 | 0.7802 |
386
- | 0.4903 | 7.1277 | 670 | 0.5557 | 0.5976 | 0.5557 | 0.7455 |
387
- | 0.4903 | 7.1489 | 672 | 0.5196 | 0.5908 | 0.5196 | 0.7209 |
388
- | 0.4903 | 7.1702 | 674 | 0.4477 | 0.6508 | 0.4477 | 0.6691 |
389
- | 0.4903 | 7.1915 | 676 | 0.4425 | 0.6496 | 0.4425 | 0.6652 |
390
- | 0.4903 | 7.2128 | 678 | 0.4457 | 0.6546 | 0.4457 | 0.6676 |
391
- | 0.4903 | 7.2340 | 680 | 0.4727 | 0.6286 | 0.4727 | 0.6875 |
392
- | 0.4903 | 7.2553 | 682 | 0.5019 | 0.6064 | 0.5019 | 0.7084 |
393
- | 0.4903 | 7.2766 | 684 | 0.5237 | 0.6000 | 0.5237 | 0.7237 |
394
- | 0.4903 | 7.2979 | 686 | 0.4921 | 0.6104 | 0.4921 | 0.7015 |
395
- | 0.4903 | 7.3191 | 688 | 0.4999 | 0.5945 | 0.4999 | 0.7070 |
396
- | 0.4903 | 7.3404 | 690 | 0.4609 | 0.6183 | 0.4609 | 0.6789 |
397
- | 0.4903 | 7.3617 | 692 | 0.4572 | 0.6137 | 0.4572 | 0.6762 |
398
- | 0.4903 | 7.3830 | 694 | 0.4517 | 0.6258 | 0.4517 | 0.6721 |
399
- | 0.4903 | 7.4043 | 696 | 0.4581 | 0.6108 | 0.4581 | 0.6768 |
400
- | 0.4903 | 7.4255 | 698 | 0.4400 | 0.6464 | 0.4400 | 0.6633 |
401
- | 0.4903 | 7.4468 | 700 | 0.4856 | 0.6336 | 0.4856 | 0.6969 |
402
- | 0.4903 | 7.4681 | 702 | 0.5159 | 0.6337 | 0.5159 | 0.7182 |
403
- | 0.4903 | 7.4894 | 704 | 0.5497 | 0.6341 | 0.5497 | 0.7414 |
404
- | 0.4903 | 7.5106 | 706 | 0.5748 | 0.6301 | 0.5748 | 0.7581 |
405
- | 0.4903 | 7.5319 | 708 | 0.5131 | 0.6284 | 0.5131 | 0.7163 |
406
- | 0.4903 | 7.5532 | 710 | 0.5564 | 0.6084 | 0.5564 | 0.7459 |
407
- | 0.4903 | 7.5745 | 712 | 0.6186 | 0.5938 | 0.6186 | 0.7865 |
408
- | 0.4903 | 7.5957 | 714 | 0.5828 | 0.5937 | 0.5828 | 0.7634 |
409
- | 0.4903 | 7.6170 | 716 | 0.5826 | 0.5930 | 0.5826 | 0.7633 |
410
- | 0.4903 | 7.6383 | 718 | 0.5041 | 0.6297 | 0.5041 | 0.7100 |
411
- | 0.4903 | 7.6596 | 720 | 0.5969 | 0.5705 | 0.5969 | 0.7726 |
412
- | 0.4903 | 7.6809 | 722 | 0.7622 | 0.5400 | 0.7622 | 0.8730 |
413
- | 0.4903 | 7.7021 | 724 | 0.7441 | 0.5490 | 0.7441 | 0.8626 |
414
- | 0.4903 | 7.7234 | 726 | 0.5513 | 0.6237 | 0.5513 | 0.7425 |
415
- | 0.4903 | 7.7447 | 728 | 0.4418 | 0.6372 | 0.4418 | 0.6647 |
416
- | 0.4903 | 7.7660 | 730 | 0.4712 | 0.5939 | 0.4712 | 0.6864 |
417
- | 0.4903 | 7.7872 | 732 | 0.4409 | 0.6186 | 0.4409 | 0.6640 |
418
- | 0.4903 | 7.8085 | 734 | 0.4573 | 0.6277 | 0.4573 | 0.6763 |
419
- | 0.4903 | 7.8298 | 736 | 0.5263 | 0.6211 | 0.5263 | 0.7254 |
420
- | 0.4903 | 7.8511 | 738 | 0.5376 | 0.6063 | 0.5376 | 0.7332 |
421
- | 0.4903 | 7.8723 | 740 | 0.4989 | 0.6231 | 0.4989 | 0.7063 |
422
- | 0.4903 | 7.8936 | 742 | 0.4419 | 0.6320 | 0.4419 | 0.6647 |
423
- | 0.4903 | 7.9149 | 744 | 0.4350 | 0.6500 | 0.4350 | 0.6595 |
424
- | 0.4903 | 7.9362 | 746 | 0.4330 | 0.6725 | 0.4330 | 0.6580 |
425
- | 0.4903 | 7.9574 | 748 | 0.4651 | 0.6662 | 0.4651 | 0.6820 |
426
- | 0.4903 | 7.9787 | 750 | 0.5595 | 0.6037 | 0.5595 | 0.7480 |
427
- | 0.4903 | 8.0 | 752 | 0.6944 | 0.5845 | 0.6944 | 0.8333 |
428
- | 0.4903 | 8.0213 | 754 | 0.7048 | 0.5904 | 0.7048 | 0.8396 |
429
- | 0.4903 | 8.0426 | 756 | 0.5956 | 0.6106 | 0.5956 | 0.7717 |
430
- | 0.4903 | 8.0638 | 758 | 0.5244 | 0.6324 | 0.5244 | 0.7242 |
431
- | 0.4903 | 8.0851 | 760 | 0.5033 | 0.6282 | 0.5033 | 0.7094 |
432
- | 0.4903 | 8.1064 | 762 | 0.4860 | 0.6383 | 0.4860 | 0.6972 |
433
- | 0.4903 | 8.1277 | 764 | 0.5426 | 0.6188 | 0.5426 | 0.7366 |
434
- | 0.4903 | 8.1489 | 766 | 0.6312 | 0.5751 | 0.6312 | 0.7945 |
435
- | 0.4903 | 8.1702 | 768 | 0.5948 | 0.5983 | 0.5948 | 0.7712 |
436
- | 0.4903 | 8.1915 | 770 | 0.5054 | 0.6136 | 0.5054 | 0.7109 |
437
- | 0.4903 | 8.2128 | 772 | 0.4580 | 0.6038 | 0.4580 | 0.6768 |
438
- | 0.4903 | 8.2340 | 774 | 0.4705 | 0.6148 | 0.4705 | 0.6859 |
439
- | 0.4903 | 8.2553 | 776 | 0.5105 | 0.6252 | 0.5105 | 0.7145 |
440
- | 0.4903 | 8.2766 | 778 | 0.6202 | 0.6133 | 0.6202 | 0.7875 |
441
- | 0.4903 | 8.2979 | 780 | 0.6445 | 0.5978 | 0.6445 | 0.8028 |
442
- | 0.4903 | 8.3191 | 782 | 0.5443 | 0.6268 | 0.5443 | 0.7378 |
443
- | 0.4903 | 8.3404 | 784 | 0.5007 | 0.6070 | 0.5007 | 0.7076 |
444
- | 0.4903 | 8.3617 | 786 | 0.4914 | 0.6315 | 0.4914 | 0.7010 |
445
- | 0.4903 | 8.3830 | 788 | 0.5560 | 0.5926 | 0.5560 | 0.7457 |
446
- | 0.4903 | 8.4043 | 790 | 0.6438 | 0.5837 | 0.6438 | 0.8024 |
447
- | 0.4903 | 8.4255 | 792 | 0.5899 | 0.5927 | 0.5899 | 0.7681 |
448
- | 0.4903 | 8.4468 | 794 | 0.5468 | 0.6098 | 0.5468 | 0.7395 |
449
- | 0.4903 | 8.4681 | 796 | 0.5458 | 0.6238 | 0.5458 | 0.7388 |
450
- | 0.4903 | 8.4894 | 798 | 0.5565 | 0.6238 | 0.5565 | 0.7460 |
451
- | 0.4903 | 8.5106 | 800 | 0.5586 | 0.6167 | 0.5586 | 0.7474 |
452
- | 0.4903 | 8.5319 | 802 | 0.5663 | 0.5858 | 0.5663 | 0.7525 |
453
- | 0.4903 | 8.5532 | 804 | 0.4707 | 0.6141 | 0.4707 | 0.6860 |
454
- | 0.4903 | 8.5745 | 806 | 0.4048 | 0.6414 | 0.4048 | 0.6363 |
455
- | 0.4903 | 8.5957 | 808 | 0.3901 | 0.6268 | 0.3901 | 0.6246 |
456
- | 0.4903 | 8.6170 | 810 | 0.4012 | 0.6680 | 0.4012 | 0.6334 |
457
- | 0.4903 | 8.6383 | 812 | 0.4415 | 0.6413 | 0.4415 | 0.6644 |
458
- | 0.4903 | 8.6596 | 814 | 0.4835 | 0.6403 | 0.4835 | 0.6953 |
459
- | 0.4903 | 8.6809 | 816 | 0.4930 | 0.6401 | 0.4930 | 0.7021 |
460
- | 0.4903 | 8.7021 | 818 | 0.4878 | 0.6348 | 0.4878 | 0.6984 |
461
- | 0.4903 | 8.7234 | 820 | 0.5341 | 0.6323 | 0.5341 | 0.7308 |
462
- | 0.4903 | 8.7447 | 822 | 0.5990 | 0.6079 | 0.5990 | 0.7739 |
463
- | 0.4903 | 8.7660 | 824 | 0.7268 | 0.5961 | 0.7268 | 0.8525 |
464
- | 0.4903 | 8.7872 | 826 | 0.6839 | 0.5939 | 0.6839 | 0.8270 |
465
- | 0.4903 | 8.8085 | 828 | 0.5499 | 0.5957 | 0.5499 | 0.7416 |
466
- | 0.4903 | 8.8298 | 830 | 0.4265 | 0.6613 | 0.4265 | 0.6531 |
467
- | 0.4903 | 8.8511 | 832 | 0.4123 | 0.6330 | 0.4123 | 0.6421 |
468
- | 0.4903 | 8.8723 | 834 | 0.4035 | 0.6484 | 0.4035 | 0.6352 |
469
- | 0.4903 | 8.8936 | 836 | 0.4318 | 0.6357 | 0.4318 | 0.6571 |
470
- | 0.4903 | 8.9149 | 838 | 0.4902 | 0.5960 | 0.4902 | 0.7001 |
471
- | 0.4903 | 8.9362 | 840 | 0.5219 | 0.5899 | 0.5219 | 0.7224 |
472
- | 0.4903 | 8.9574 | 842 | 0.5746 | 0.5829 | 0.5746 | 0.7580 |
473
- | 0.4903 | 8.9787 | 844 | 0.5407 | 0.6083 | 0.5407 | 0.7353 |
474
- | 0.4903 | 9.0 | 846 | 0.5144 | 0.6201 | 0.5144 | 0.7172 |
475
- | 0.4903 | 9.0213 | 848 | 0.5362 | 0.6325 | 0.5362 | 0.7323 |
476
- | 0.4903 | 9.0426 | 850 | 0.5306 | 0.6313 | 0.5306 | 0.7284 |
477
- | 0.4903 | 9.0638 | 852 | 0.5043 | 0.6399 | 0.5043 | 0.7102 |
478
- | 0.4903 | 9.0851 | 854 | 0.5045 | 0.6352 | 0.5045 | 0.7103 |
479
- | 0.4903 | 9.1064 | 856 | 0.4816 | 0.6027 | 0.4816 | 0.6940 |
480
- | 0.4903 | 9.1277 | 858 | 0.4231 | 0.6392 | 0.4231 | 0.6504 |
481
- | 0.4903 | 9.1489 | 860 | 0.4156 | 0.6571 | 0.4156 | 0.6447 |
482
- | 0.4903 | 9.1702 | 862 | 0.4425 | 0.6036 | 0.4425 | 0.6652 |
483
- | 0.4903 | 9.1915 | 864 | 0.5906 | 0.5855 | 0.5906 | 0.7685 |
484
- | 0.4903 | 9.2128 | 866 | 0.6833 | 0.5411 | 0.6833 | 0.8266 |
485
- | 0.4903 | 9.2340 | 868 | 0.5948 | 0.5660 | 0.5948 | 0.7713 |
486
- | 0.4903 | 9.2553 | 870 | 0.4663 | 0.6076 | 0.4663 | 0.6829 |
487
- | 0.4903 | 9.2766 | 872 | 0.3784 | 0.6258 | 0.3784 | 0.6152 |
488
- | 0.4903 | 9.2979 | 874 | 0.3891 | 0.6258 | 0.3891 | 0.6238 |
489
- | 0.4903 | 9.3191 | 876 | 0.3968 | 0.6384 | 0.3968 | 0.6299 |
490
- | 0.4903 | 9.3404 | 878 | 0.4048 | 0.6507 | 0.4048 | 0.6362 |
491
- | 0.4903 | 9.3617 | 880 | 0.4573 | 0.6414 | 0.4573 | 0.6762 |
492
- | 0.4903 | 9.3830 | 882 | 0.5205 | 0.6074 | 0.5205 | 0.7215 |
493
- | 0.4903 | 9.4043 | 884 | 0.5356 | 0.5871 | 0.5356 | 0.7318 |
494
- | 0.4903 | 9.4255 | 886 | 0.5485 | 0.5789 | 0.5485 | 0.7406 |
495
- | 0.4903 | 9.4468 | 888 | 0.5719 | 0.5746 | 0.5719 | 0.7562 |
496
- | 0.4903 | 9.4681 | 890 | 0.5122 | 0.6077 | 0.5122 | 0.7157 |
497
- | 0.4903 | 9.4894 | 892 | 0.4637 | 0.6064 | 0.4637 | 0.6810 |
498
- | 0.4903 | 9.5106 | 894 | 0.4426 | 0.6614 | 0.4426 | 0.6653 |
499
- | 0.4903 | 9.5319 | 896 | 0.4574 | 0.6422 | 0.4574 | 0.6763 |
500
- | 0.4903 | 9.5532 | 898 | 0.5543 | 0.6116 | 0.5543 | 0.7445 |
501
- | 0.4903 | 9.5745 | 900 | 0.6265 | 0.6037 | 0.6265 | 0.7915 |
502
- | 0.4903 | 9.5957 | 902 | 0.5594 | 0.5999 | 0.5594 | 0.7480 |
503
- | 0.4903 | 9.6170 | 904 | 0.4909 | 0.6316 | 0.4909 | 0.7007 |
504
- | 0.4903 | 9.6383 | 906 | 0.4693 | 0.6321 | 0.4693 | 0.6850 |
505
- | 0.4903 | 9.6596 | 908 | 0.4779 | 0.6255 | 0.4779 | 0.6913 |
506
- | 0.4903 | 9.6809 | 910 | 0.5305 | 0.6203 | 0.5305 | 0.7284 |
507
- | 0.4903 | 9.7021 | 912 | 0.5235 | 0.6091 | 0.5235 | 0.7236 |
508
- | 0.4903 | 9.7234 | 914 | 0.4707 | 0.6293 | 0.4707 | 0.6860 |
509
- | 0.4903 | 9.7447 | 916 | 0.4403 | 0.6414 | 0.4403 | 0.6636 |
510
- | 0.4903 | 9.7660 | 918 | 0.4233 | 0.6328 | 0.4233 | 0.6506 |
511
- | 0.4903 | 9.7872 | 920 | 0.4429 | 0.6430 | 0.4429 | 0.6655 |
512
- | 0.4903 | 9.8085 | 922 | 0.5016 | 0.6192 | 0.5016 | 0.7083 |
513
- | 0.4903 | 9.8298 | 924 | 0.5553 | 0.6252 | 0.5553 | 0.7452 |
514
- | 0.4903 | 9.8511 | 926 | 0.6412 | 0.6000 | 0.6412 | 0.8007 |
515
- | 0.4903 | 9.8723 | 928 | 0.6095 | 0.5986 | 0.6095 | 0.7807 |
516
- | 0.4903 | 9.8936 | 930 | 0.5057 | 0.6305 | 0.5057 | 0.7111 |
517
- | 0.4903 | 9.9149 | 932 | 0.4643 | 0.6464 | 0.4643 | 0.6814 |
518
- | 0.4903 | 9.9362 | 934 | 0.5045 | 0.6344 | 0.5045 | 0.7103 |
519
- | 0.4903 | 9.9574 | 936 | 0.5219 | 0.6139 | 0.5219 | 0.7224 |
520
- | 0.4903 | 9.9787 | 938 | 0.5684 | 0.5950 | 0.5684 | 0.7539 |
521
- | 0.4903 | 10.0 | 940 | 0.5052 | 0.6154 | 0.5052 | 0.7108 |
522
- | 0.4903 | 10.0213 | 942 | 0.4475 | 0.6289 | 0.4475 | 0.6689 |
523
- | 0.4903 | 10.0426 | 944 | 0.4249 | 0.6449 | 0.4249 | 0.6519 |
524
- | 0.4903 | 10.0638 | 946 | 0.4646 | 0.6331 | 0.4646 | 0.6816 |
525
- | 0.4903 | 10.0851 | 948 | 0.4930 | 0.6256 | 0.4930 | 0.7021 |
526
- | 0.4903 | 10.1064 | 950 | 0.5995 | 0.6164 | 0.5995 | 0.7743 |
527
- | 0.4903 | 10.1277 | 952 | 0.5893 | 0.6003 | 0.5893 | 0.7677 |
528
- | 0.4903 | 10.1489 | 954 | 0.5386 | 0.6032 | 0.5386 | 0.7339 |
529
- | 0.4903 | 10.1702 | 956 | 0.4793 | 0.6120 | 0.4793 | 0.6923 |
530
- | 0.4903 | 10.1915 | 958 | 0.4486 | 0.6321 | 0.4486 | 0.6698 |
531
- | 0.4903 | 10.2128 | 960 | 0.4257 | 0.6287 | 0.4257 | 0.6525 |
532
- | 0.4903 | 10.2340 | 962 | 0.4271 | 0.6367 | 0.4271 | 0.6536 |
533
- | 0.4903 | 10.2553 | 964 | 0.4580 | 0.6240 | 0.4580 | 0.6768 |
534
- | 0.4903 | 10.2766 | 966 | 0.5162 | 0.6277 | 0.5162 | 0.7185 |
535
- | 0.4903 | 10.2979 | 968 | 0.5614 | 0.6059 | 0.5614 | 0.7493 |
536
- | 0.4903 | 10.3191 | 970 | 0.6056 | 0.5744 | 0.6056 | 0.7782 |
537
- | 0.4903 | 10.3404 | 972 | 0.5455 | 0.6087 | 0.5455 | 0.7386 |
538
- | 0.4903 | 10.3617 | 974 | 0.4684 | 0.6112 | 0.4684 | 0.6844 |
539
- | 0.4903 | 10.3830 | 976 | 0.4086 | 0.6669 | 0.4086 | 0.6392 |
540
- | 0.4903 | 10.4043 | 978 | 0.4279 | 0.6445 | 0.4279 | 0.6541 |
541
- | 0.4903 | 10.4255 | 980 | 0.5047 | 0.5993 | 0.5047 | 0.7104 |
542
- | 0.4903 | 10.4468 | 982 | 0.5931 | 0.5754 | 0.5931 | 0.7701 |
543
- | 0.4903 | 10.4681 | 984 | 0.5725 | 0.6091 | 0.5725 | 0.7566 |
544
- | 0.4903 | 10.4894 | 986 | 0.5294 | 0.6270 | 0.5294 | 0.7276 |
545
- | 0.4903 | 10.5106 | 988 | 0.4977 | 0.6177 | 0.4977 | 0.7055 |
546
- | 0.4903 | 10.5319 | 990 | 0.5169 | 0.6355 | 0.5169 | 0.7190 |
547
- | 0.4903 | 10.5532 | 992 | 0.4869 | 0.6504 | 0.4869 | 0.6978 |
548
- | 0.4903 | 10.5745 | 994 | 0.4243 | 0.6832 | 0.4243 | 0.6514 |
549
- | 0.4903 | 10.5957 | 996 | 0.4027 | 0.6832 | 0.4027 | 0.6346 |
550
- | 0.4903 | 10.6170 | 998 | 0.4229 | 0.6642 | 0.4229 | 0.6503 |
551
- | 0.1525 | 10.6383 | 1000 | 0.4326 | 0.6396 | 0.4326 | 0.6577 |
552
- | 0.1525 | 10.6596 | 1002 | 0.4540 | 0.6299 | 0.4540 | 0.6738 |
553
- | 0.1525 | 10.6809 | 1004 | 0.4356 | 0.6574 | 0.4356 | 0.6600 |
554
- | 0.1525 | 10.7021 | 1006 | 0.4296 | 0.6553 | 0.4296 | 0.6555 |
555
- | 0.1525 | 10.7234 | 1008 | 0.4411 | 0.6463 | 0.4411 | 0.6642 |
556
- | 0.1525 | 10.7447 | 1010 | 0.4490 | 0.6328 | 0.4490 | 0.6701 |
557
- | 0.1525 | 10.7660 | 1012 | 0.4341 | 0.6607 | 0.4341 | 0.6589 |
558
- | 0.1525 | 10.7872 | 1014 | 0.4507 | 0.6514 | 0.4507 | 0.6714 |
559
- | 0.1525 | 10.8085 | 1016 | 0.4731 | 0.6344 | 0.4731 | 0.6878 |
560
- | 0.1525 | 10.8298 | 1018 | 0.5877 | 0.5880 | 0.5877 | 0.7666 |
561
- | 0.1525 | 10.8511 | 1020 | 0.6606 | 0.5635 | 0.6606 | 0.8128 |
562
- | 0.1525 | 10.8723 | 1022 | 0.5995 | 0.5623 | 0.5995 | 0.7743 |
563
- | 0.1525 | 10.8936 | 1024 | 0.5312 | 0.5729 | 0.5312 | 0.7289 |
564
 
565
 
566
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask1_grammar
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_TestTask1_grammar
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: 0.5274
19
+ - Qwk: 0.5661
20
+ - Mse: 0.5274
21
+ - Rmse: 0.7262
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0213 | 2 | 4.1570 | 0.0062 | 4.1570 | 2.0389 |
53
+ | No log | 0.0426 | 4 | 3.0412 | 0.0569 | 3.0412 | 1.7439 |
54
+ | No log | 0.0638 | 6 | 1.5052 | 0.0484 | 1.5052 | 1.2269 |
55
+ | No log | 0.0851 | 8 | 0.9490 | 0.0635 | 0.9490 | 0.9741 |
56
+ | No log | 0.1064 | 10 | 0.8485 | -0.0531 | 0.8485 | 0.9211 |
57
+ | No log | 0.1277 | 12 | 0.8079 | 0.0428 | 0.8079 | 0.8988 |
58
+ | No log | 0.1489 | 14 | 0.8232 | 0.1046 | 0.8232 | 0.9073 |
59
+ | No log | 0.1702 | 16 | 0.6783 | 0.1773 | 0.6783 | 0.8236 |
60
+ | No log | 0.1915 | 18 | 0.5992 | 0.3810 | 0.5992 | 0.7741 |
61
+ | No log | 0.2128 | 20 | 0.5719 | 0.3971 | 0.5719 | 0.7563 |
62
+ | No log | 0.2340 | 22 | 0.5573 | 0.4182 | 0.5573 | 0.7465 |
63
+ | No log | 0.2553 | 24 | 0.5520 | 0.4522 | 0.5520 | 0.7430 |
64
+ | No log | 0.2766 | 26 | 0.5245 | 0.4732 | 0.5245 | 0.7242 |
65
+ | No log | 0.2979 | 28 | 0.5186 | 0.4861 | 0.5186 | 0.7202 |
66
+ | No log | 0.3191 | 30 | 0.5537 | 0.3462 | 0.5537 | 0.7441 |
67
+ | No log | 0.3404 | 32 | 0.5267 | 0.4769 | 0.5267 | 0.7258 |
68
+ | No log | 0.3617 | 34 | 0.5457 | 0.4942 | 0.5457 | 0.7387 |
69
+ | No log | 0.3830 | 36 | 0.6571 | 0.4994 | 0.6571 | 0.8106 |
70
+ | No log | 0.4043 | 38 | 0.5175 | 0.4843 | 0.5175 | 0.7193 |
71
+ | No log | 0.4255 | 40 | 0.5075 | 0.4987 | 0.5075 | 0.7124 |
72
+ | No log | 0.4468 | 42 | 0.6732 | 0.2381 | 0.6732 | 0.8205 |
73
+ | No log | 0.4681 | 44 | 0.7805 | 0.1625 | 0.7805 | 0.8835 |
74
+ | No log | 0.4894 | 46 | 0.7637 | 0.1298 | 0.7637 | 0.8739 |
75
+ | No log | 0.5106 | 48 | 0.6519 | 0.2204 | 0.6519 | 0.8074 |
76
+ | No log | 0.5319 | 50 | 0.5216 | 0.4499 | 0.5216 | 0.7223 |
77
+ | No log | 0.5532 | 52 | 0.5194 | 0.4844 | 0.5194 | 0.7207 |
78
+ | No log | 0.5745 | 54 | 0.5598 | 0.5072 | 0.5598 | 0.7482 |
79
+ | No log | 0.5957 | 56 | 0.5452 | 0.5186 | 0.5452 | 0.7384 |
80
+ | No log | 0.6170 | 58 | 0.5168 | 0.5452 | 0.5168 | 0.7189 |
81
+ | No log | 0.6383 | 60 | 0.4892 | 0.5408 | 0.4892 | 0.6994 |
82
+ | No log | 0.6596 | 62 | 0.5187 | 0.5015 | 0.5187 | 0.7202 |
83
+ | No log | 0.6809 | 64 | 0.5277 | 0.4747 | 0.5277 | 0.7265 |
84
+ | No log | 0.7021 | 66 | 0.5633 | 0.4785 | 0.5633 | 0.7505 |
85
+ | No log | 0.7234 | 68 | 0.5170 | 0.5582 | 0.5170 | 0.7190 |
86
+ | No log | 0.7447 | 70 | 0.5036 | 0.5782 | 0.5036 | 0.7097 |
87
+ | No log | 0.7660 | 72 | 0.5519 | 0.5765 | 0.5519 | 0.7429 |
88
+ | No log | 0.7872 | 74 | 0.5264 | 0.5612 | 0.5264 | 0.7255 |
89
+ | No log | 0.8085 | 76 | 0.4798 | 0.5508 | 0.4798 | 0.6926 |
90
+ | No log | 0.8298 | 78 | 0.4443 | 0.5326 | 0.4443 | 0.6665 |
91
+ | No log | 0.8511 | 80 | 0.4651 | 0.5066 | 0.4651 | 0.6820 |
92
+ | No log | 0.8723 | 82 | 0.4661 | 0.5223 | 0.4661 | 0.6827 |
93
+ | No log | 0.8936 | 84 | 0.4517 | 0.5465 | 0.4517 | 0.6721 |
94
+ | No log | 0.9149 | 86 | 0.4792 | 0.5160 | 0.4792 | 0.6923 |
95
+ | No log | 0.9362 | 88 | 0.5465 | 0.4305 | 0.5465 | 0.7393 |
96
+ | No log | 0.9574 | 90 | 0.5573 | 0.4272 | 0.5573 | 0.7465 |
97
+ | No log | 0.9787 | 92 | 0.5717 | 0.4128 | 0.5717 | 0.7561 |
98
+ | No log | 1.0 | 94 | 0.5082 | 0.5749 | 0.5082 | 0.7129 |
99
+ | No log | 1.0213 | 96 | 0.5163 | 0.5723 | 0.5163 | 0.7186 |
100
+ | No log | 1.0426 | 98 | 0.5538 | 0.5780 | 0.5538 | 0.7442 |
101
+ | No log | 1.0638 | 100 | 0.5070 | 0.5891 | 0.5070 | 0.7121 |
102
+ | No log | 1.0851 | 102 | 0.4661 | 0.6082 | 0.4661 | 0.6827 |
103
+ | No log | 1.1064 | 104 | 0.4772 | 0.5968 | 0.4772 | 0.6908 |
104
+ | No log | 1.1277 | 106 | 0.5048 | 0.5052 | 0.5048 | 0.7105 |
105
+ | No log | 1.1489 | 108 | 0.5362 | 0.4528 | 0.5362 | 0.7323 |
106
+ | No log | 1.1702 | 110 | 0.5384 | 0.4811 | 0.5384 | 0.7338 |
107
+ | No log | 1.1915 | 112 | 0.4743 | 0.6027 | 0.4743 | 0.6887 |
108
+ | No log | 1.2128 | 114 | 0.4891 | 0.6256 | 0.4891 | 0.6994 |
109
+ | No log | 1.2340 | 116 | 0.5151 | 0.6011 | 0.5151 | 0.7177 |
110
+ | No log | 1.2553 | 118 | 0.5462 | 0.5755 | 0.5462 | 0.7390 |
111
+ | No log | 1.2766 | 120 | 0.5263 | 0.5829 | 0.5263 | 0.7255 |
112
+ | No log | 1.2979 | 122 | 0.5510 | 0.5438 | 0.5510 | 0.7423 |
113
+ | No log | 1.3191 | 124 | 0.5436 | 0.5883 | 0.5436 | 0.7373 |
114
+ | No log | 1.3404 | 126 | 0.5137 | 0.6085 | 0.5137 | 0.7167 |
115
+ | No log | 1.3617 | 128 | 0.4834 | 0.6243 | 0.4834 | 0.6953 |
116
+ | No log | 1.3830 | 130 | 0.4673 | 0.6046 | 0.4673 | 0.6836 |
117
+ | No log | 1.4043 | 132 | 0.4821 | 0.6110 | 0.4821 | 0.6944 |
118
+ | No log | 1.4255 | 134 | 0.5447 | 0.4874 | 0.5447 | 0.7380 |
119
+ | No log | 1.4468 | 136 | 0.5302 | 0.4934 | 0.5302 | 0.7282 |
120
+ | No log | 1.4681 | 138 | 0.5457 | 0.4585 | 0.5457 | 0.7387 |
121
+ | No log | 1.4894 | 140 | 0.5586 | 0.4533 | 0.5586 | 0.7474 |
122
+ | No log | 1.5106 | 142 | 0.5354 | 0.5055 | 0.5354 | 0.7317 |
123
+ | No log | 1.5319 | 144 | 0.5272 | 0.5291 | 0.5272 | 0.7261 |
124
+ | No log | 1.5532 | 146 | 0.5379 | 0.4764 | 0.5379 | 0.7334 |
125
+ | No log | 1.5745 | 148 | 0.5288 | 0.4913 | 0.5288 | 0.7272 |
126
+ | No log | 1.5957 | 150 | 0.5327 | 0.5760 | 0.5327 | 0.7299 |
127
+ | No log | 1.6170 | 152 | 0.5967 | 0.5567 | 0.5967 | 0.7724 |
128
+ | No log | 1.6383 | 154 | 0.6085 | 0.5521 | 0.6085 | 0.7801 |
129
+ | No log | 1.6596 | 156 | 0.5926 | 0.5517 | 0.5926 | 0.7698 |
130
+ | No log | 1.6809 | 158 | 0.6374 | 0.5800 | 0.6374 | 0.7984 |
131
+ | No log | 1.7021 | 160 | 0.7886 | 0.5294 | 0.7886 | 0.8880 |
132
+ | No log | 1.7234 | 162 | 0.9284 | 0.4854 | 0.9284 | 0.9635 |
133
+ | No log | 1.7447 | 164 | 0.7619 | 0.4989 | 0.7619 | 0.8728 |
134
+ | No log | 1.7660 | 166 | 0.5230 | 0.5294 | 0.5230 | 0.7232 |
135
+ | No log | 1.7872 | 168 | 0.4656 | 0.5490 | 0.4656 | 0.6823 |
136
+ | No log | 1.8085 | 170 | 0.4778 | 0.4846 | 0.4778 | 0.6912 |
137
+ | No log | 1.8298 | 172 | 0.5005 | 0.4198 | 0.5005 | 0.7074 |
138
+ | No log | 1.8511 | 174 | 0.4891 | 0.4374 | 0.4891 | 0.6993 |
139
+ | No log | 1.8723 | 176 | 0.4630 | 0.4928 | 0.4630 | 0.6805 |
140
+ | No log | 1.8936 | 178 | 0.4635 | 0.4765 | 0.4635 | 0.6808 |
141
+ | No log | 1.9149 | 180 | 0.4697 | 0.4772 | 0.4697 | 0.6854 |
142
+ | No log | 1.9362 | 182 | 0.4663 | 0.4869 | 0.4663 | 0.6829 |
143
+ | No log | 1.9574 | 184 | 0.4474 | 0.5148 | 0.4474 | 0.6689 |
144
+ | No log | 1.9787 | 186 | 0.4545 | 0.5929 | 0.4545 | 0.6742 |
145
+ | No log | 2.0 | 188 | 0.4620 | 0.5892 | 0.4620 | 0.6797 |
146
+ | No log | 2.0213 | 190 | 0.4737 | 0.6127 | 0.4737 | 0.6883 |
147
+ | No log | 2.0426 | 192 | 0.5642 | 0.4721 | 0.5642 | 0.7511 |
148
+ | No log | 2.0638 | 194 | 0.5924 | 0.4422 | 0.5924 | 0.7697 |
149
+ | No log | 2.0851 | 196 | 0.5725 | 0.4549 | 0.5725 | 0.7566 |
150
+ | No log | 2.1064 | 198 | 0.5178 | 0.5035 | 0.5178 | 0.7196 |
151
+ | No log | 2.1277 | 200 | 0.4856 | 0.5461 | 0.4856 | 0.6968 |
152
+ | No log | 2.1489 | 202 | 0.4960 | 0.5400 | 0.4960 | 0.7043 |
153
+ | No log | 2.1702 | 204 | 0.4993 | 0.5412 | 0.4993 | 0.7066 |
154
+ | No log | 2.1915 | 206 | 0.4998 | 0.5368 | 0.4998 | 0.7069 |
155
+ | No log | 2.2128 | 208 | 0.5087 | 0.5172 | 0.5087 | 0.7133 |
156
+ | No log | 2.2340 | 210 | 0.5106 | 0.5005 | 0.5106 | 0.7146 |
157
+ | No log | 2.2553 | 212 | 0.5308 | 0.4595 | 0.5308 | 0.7285 |
158
+ | No log | 2.2766 | 214 | 0.5540 | 0.5126 | 0.5540 | 0.7443 |
159
+ | No log | 2.2979 | 216 | 0.5418 | 0.5342 | 0.5418 | 0.7361 |
160
+ | No log | 2.3191 | 218 | 0.5301 | 0.5260 | 0.5301 | 0.7281 |
161
+ | No log | 2.3404 | 220 | 0.4923 | 0.5429 | 0.4923 | 0.7017 |
162
+ | No log | 2.3617 | 222 | 0.4543 | 0.5897 | 0.4543 | 0.6740 |
163
+ | No log | 2.3830 | 224 | 0.4965 | 0.6055 | 0.4965 | 0.7046 |
164
+ | No log | 2.4043 | 226 | 0.6020 | 0.5999 | 0.6020 | 0.7759 |
165
+ | No log | 2.4255 | 228 | 0.6294 | 0.5644 | 0.6294 | 0.7933 |
166
+ | No log | 2.4468 | 230 | 0.6132 | 0.5671 | 0.6132 | 0.7831 |
167
+ | No log | 2.4681 | 232 | 0.6374 | 0.5495 | 0.6374 | 0.7984 |
168
+ | No log | 2.4894 | 234 | 0.6110 | 0.5560 | 0.6110 | 0.7817 |
169
+ | No log | 2.5106 | 236 | 0.5498 | 0.5730 | 0.5498 | 0.7415 |
170
+ | No log | 2.5319 | 238 | 0.4913 | 0.6078 | 0.4913 | 0.7009 |
171
+ | No log | 2.5532 | 240 | 0.4748 | 0.6354 | 0.4748 | 0.6890 |
172
+ | No log | 2.5745 | 242 | 0.4659 | 0.6515 | 0.4659 | 0.6826 |
173
+ | No log | 2.5957 | 244 | 0.4714 | 0.6341 | 0.4714 | 0.6866 |
174
+ | No log | 2.6170 | 246 | 0.5188 | 0.5720 | 0.5188 | 0.7203 |
175
+ | No log | 2.6383 | 248 | 0.5001 | 0.5666 | 0.5001 | 0.7072 |
176
+ | No log | 2.6596 | 250 | 0.4483 | 0.6007 | 0.4483 | 0.6695 |
177
+ | No log | 2.6809 | 252 | 0.4475 | 0.5932 | 0.4475 | 0.6689 |
178
+ | No log | 2.7021 | 254 | 0.4557 | 0.5495 | 0.4557 | 0.6750 |
179
+ | No log | 2.7234 | 256 | 0.4414 | 0.6014 | 0.4414 | 0.6644 |
180
+ | No log | 2.7447 | 258 | 0.4311 | 0.6029 | 0.4311 | 0.6566 |
181
+ | No log | 2.7660 | 260 | 0.4511 | 0.5956 | 0.4511 | 0.6717 |
182
+ | No log | 2.7872 | 262 | 0.4700 | 0.5768 | 0.4700 | 0.6855 |
183
+ | No log | 2.8085 | 264 | 0.4788 | 0.5873 | 0.4788 | 0.6919 |
184
+ | No log | 2.8298 | 266 | 0.5112 | 0.5854 | 0.5112 | 0.7150 |
185
+ | No log | 2.8511 | 268 | 0.5085 | 0.6202 | 0.5085 | 0.7131 |
186
+ | No log | 2.8723 | 270 | 0.5342 | 0.6087 | 0.5342 | 0.7309 |
187
+ | No log | 2.8936 | 272 | 0.5446 | 0.6253 | 0.5446 | 0.7380 |
188
+ | No log | 2.9149 | 274 | 0.5907 | 0.6028 | 0.5907 | 0.7685 |
189
+ | No log | 2.9362 | 276 | 0.6219 | 0.5028 | 0.6219 | 0.7886 |
190
+ | No log | 2.9574 | 278 | 0.6360 | 0.4579 | 0.6360 | 0.7975 |
191
+ | No log | 2.9787 | 280 | 0.6147 | 0.4297 | 0.6147 | 0.7840 |
192
+ | No log | 3.0 | 282 | 0.5556 | 0.4841 | 0.5556 | 0.7454 |
193
+ | No log | 3.0213 | 284 | 0.5164 | 0.4989 | 0.5164 | 0.7186 |
194
+ | No log | 3.0426 | 286 | 0.5023 | 0.5399 | 0.5023 | 0.7087 |
195
+ | No log | 3.0638 | 288 | 0.5040 | 0.5872 | 0.5040 | 0.7099 |
196
+ | No log | 3.0851 | 290 | 0.4883 | 0.6298 | 0.4883 | 0.6988 |
197
+ | No log | 3.1064 | 292 | 0.4837 | 0.6046 | 0.4837 | 0.6955 |
198
+ | No log | 3.1277 | 294 | 0.5245 | 0.5548 | 0.5245 | 0.7242 |
199
+ | No log | 3.1489 | 296 | 0.6011 | 0.5110 | 0.6011 | 0.7753 |
200
+ | No log | 3.1702 | 298 | 0.6217 | 0.5257 | 0.6217 | 0.7885 |
201
+ | No log | 3.1915 | 300 | 0.6184 | 0.5598 | 0.6184 | 0.7864 |
202
+ | No log | 3.2128 | 302 | 0.5968 | 0.5714 | 0.5968 | 0.7725 |
203
+ | No log | 3.2340 | 304 | 0.5233 | 0.5639 | 0.5233 | 0.7234 |
204
+ | No log | 3.2553 | 306 | 0.5073 | 0.5612 | 0.5073 | 0.7123 |
205
+ | No log | 3.2766 | 308 | 0.4940 | 0.5839 | 0.4940 | 0.7028 |
206
+ | No log | 3.2979 | 310 | 0.4580 | 0.6159 | 0.4580 | 0.6768 |
207
+ | No log | 3.3191 | 312 | 0.4488 | 0.5761 | 0.4488 | 0.6699 |
208
+ | No log | 3.3404 | 314 | 0.4735 | 0.4742 | 0.4735 | 0.6881 |
209
+ | No log | 3.3617 | 316 | 0.5284 | 0.4745 | 0.5284 | 0.7269 |
210
+ | No log | 3.3830 | 318 | 0.5257 | 0.4698 | 0.5257 | 0.7250 |
211
+ | No log | 3.4043 | 320 | 0.4661 | 0.5881 | 0.4661 | 0.6827 |
212
+ | No log | 3.4255 | 322 | 0.4627 | 0.5993 | 0.4627 | 0.6802 |
213
+ | No log | 3.4468 | 324 | 0.4772 | 0.6256 | 0.4772 | 0.6908 |
214
+ | No log | 3.4681 | 326 | 0.5222 | 0.5686 | 0.5222 | 0.7227 |
215
+ | No log | 3.4894 | 328 | 0.5624 | 0.4827 | 0.5624 | 0.7499 |
216
+ | No log | 3.5106 | 330 | 0.5424 | 0.4675 | 0.5424 | 0.7365 |
217
+ | No log | 3.5319 | 332 | 0.4859 | 0.5026 | 0.4859 | 0.6971 |
218
+ | No log | 3.5532 | 334 | 0.4671 | 0.5782 | 0.4671 | 0.6835 |
219
+ | No log | 3.5745 | 336 | 0.4867 | 0.5983 | 0.4867 | 0.6977 |
220
+ | No log | 3.5957 | 338 | 0.5110 | 0.5665 | 0.5110 | 0.7149 |
221
+ | No log | 3.6170 | 340 | 0.5796 | 0.5804 | 0.5796 | 0.7613 |
222
+ | No log | 3.6383 | 342 | 0.6230 | 0.5837 | 0.6230 | 0.7893 |
223
+ | No log | 3.6596 | 344 | 0.6171 | 0.5945 | 0.6171 | 0.7856 |
224
+ | No log | 3.6809 | 346 | 0.5571 | 0.5826 | 0.5571 | 0.7464 |
225
+ | No log | 3.7021 | 348 | 0.5271 | 0.5929 | 0.5271 | 0.7260 |
226
+ | No log | 3.7234 | 350 | 0.5281 | 0.5989 | 0.5281 | 0.7267 |
227
+ | No log | 3.7447 | 352 | 0.5229 | 0.6093 | 0.5229 | 0.7231 |
228
+ | No log | 3.7660 | 354 | 0.6081 | 0.5818 | 0.6081 | 0.7798 |
229
+ | No log | 3.7872 | 356 | 0.6007 | 0.5637 | 0.6007 | 0.7751 |
230
+ | No log | 3.8085 | 358 | 0.5139 | 0.6131 | 0.5139 | 0.7169 |
231
+ | No log | 3.8298 | 360 | 0.5687 | 0.5703 | 0.5687 | 0.7541 |
232
+ | No log | 3.8511 | 362 | 0.7703 | 0.4651 | 0.7703 | 0.8776 |
233
+ | No log | 3.8723 | 364 | 0.7276 | 0.4624 | 0.7276 | 0.8530 |
234
+ | No log | 3.8936 | 366 | 0.5263 | 0.5879 | 0.5263 | 0.7255 |
235
+ | No log | 3.9149 | 368 | 0.4873 | 0.6163 | 0.4873 | 0.6980 |
236
+ | No log | 3.9362 | 370 | 0.6625 | 0.4343 | 0.6625 | 0.8140 |
237
+ | No log | 3.9574 | 372 | 0.7137 | 0.3871 | 0.7137 | 0.8448 |
238
+ | No log | 3.9787 | 374 | 0.6629 | 0.3695 | 0.6629 | 0.8142 |
239
+ | No log | 4.0 | 376 | 0.5356 | 0.4970 | 0.5356 | 0.7319 |
240
+ | No log | 4.0213 | 378 | 0.4238 | 0.6166 | 0.4238 | 0.6510 |
241
+ | No log | 4.0426 | 380 | 0.4476 | 0.5938 | 0.4476 | 0.6691 |
242
+ | No log | 4.0638 | 382 | 0.5058 | 0.5898 | 0.5058 | 0.7112 |
243
+ | No log | 4.0851 | 384 | 0.5149 | 0.5722 | 0.5149 | 0.7175 |
244
+ | No log | 4.1064 | 386 | 0.4923 | 0.6289 | 0.4923 | 0.7016 |
245
+ | No log | 4.1277 | 388 | 0.5911 | 0.5738 | 0.5911 | 0.7688 |
246
+ | No log | 4.1489 | 390 | 0.6332 | 0.5628 | 0.6332 | 0.7957 |
247
+ | No log | 4.1702 | 392 | 0.6267 | 0.5412 | 0.6267 | 0.7917 |
248
+ | No log | 4.1915 | 394 | 0.5485 | 0.5146 | 0.5485 | 0.7406 |
249
+ | No log | 4.2128 | 396 | 0.4796 | 0.5358 | 0.4796 | 0.6925 |
250
+ | No log | 4.2340 | 398 | 0.4605 | 0.5826 | 0.4605 | 0.6786 |
251
+ | No log | 4.2553 | 400 | 0.4627 | 0.5774 | 0.4627 | 0.6802 |
252
+ | No log | 4.2766 | 402 | 0.4682 | 0.5931 | 0.4682 | 0.6843 |
253
+ | No log | 4.2979 | 404 | 0.5080 | 0.5873 | 0.5080 | 0.7128 |
254
+ | No log | 4.3191 | 406 | 0.5571 | 0.5806 | 0.5571 | 0.7464 |
255
+ | No log | 4.3404 | 408 | 0.5474 | 0.6000 | 0.5474 | 0.7399 |
256
+ | No log | 4.3617 | 410 | 0.5568 | 0.5805 | 0.5568 | 0.7462 |
257
+ | No log | 4.3830 | 412 | 0.5448 | 0.5925 | 0.5448 | 0.7381 |
258
+ | No log | 4.4043 | 414 | 0.5437 | 0.5906 | 0.5437 | 0.7374 |
259
+ | No log | 4.4255 | 416 | 0.5420 | 0.6083 | 0.5420 | 0.7362 |
260
+ | No log | 4.4468 | 418 | 0.5076 | 0.6318 | 0.5076 | 0.7125 |
261
+ | No log | 4.4681 | 420 | 0.4739 | 0.6384 | 0.4739 | 0.6884 |
262
+ | No log | 4.4894 | 422 | 0.4616 | 0.6460 | 0.4616 | 0.6794 |
263
+ | No log | 4.5106 | 424 | 0.4319 | 0.5970 | 0.4319 | 0.6572 |
264
+ | No log | 4.5319 | 426 | 0.4296 | 0.5399 | 0.4296 | 0.6554 |
265
+ | No log | 4.5532 | 428 | 0.4408 | 0.5711 | 0.4408 | 0.6639 |
266
+ | No log | 4.5745 | 430 | 0.4437 | 0.5662 | 0.4437 | 0.6661 |
267
+ | No log | 4.5957 | 432 | 0.4663 | 0.5712 | 0.4663 | 0.6829 |
268
+ | No log | 4.6170 | 434 | 0.6000 | 0.4536 | 0.6000 | 0.7746 |
269
+ | No log | 4.6383 | 436 | 0.7025 | 0.4412 | 0.7025 | 0.8382 |
270
+ | No log | 4.6596 | 438 | 0.6640 | 0.4932 | 0.6640 | 0.8148 |
271
+ | No log | 4.6809 | 440 | 0.5988 | 0.5445 | 0.5988 | 0.7738 |
272
+ | No log | 4.7021 | 442 | 0.5320 | 0.5831 | 0.5320 | 0.7294 |
273
+ | No log | 4.7234 | 444 | 0.5366 | 0.6061 | 0.5366 | 0.7325 |
274
+ | No log | 4.7447 | 446 | 0.5268 | 0.5943 | 0.5268 | 0.7258 |
275
+ | No log | 4.7660 | 448 | 0.4916 | 0.5654 | 0.4916 | 0.7011 |
276
+ | No log | 4.7872 | 450 | 0.5166 | 0.5468 | 0.5166 | 0.7187 |
277
+ | No log | 4.8085 | 452 | 0.5258 | 0.4739 | 0.5258 | 0.7251 |
278
+ | No log | 4.8298 | 454 | 0.4780 | 0.5585 | 0.4780 | 0.6914 |
279
+ | No log | 4.8511 | 456 | 0.4484 | 0.5945 | 0.4484 | 0.6696 |
280
+ | No log | 4.8723 | 458 | 0.4498 | 0.6016 | 0.4498 | 0.6706 |
281
+ | No log | 4.8936 | 460 | 0.4779 | 0.5871 | 0.4779 | 0.6913 |
282
+ | No log | 4.9149 | 462 | 0.4705 | 0.6040 | 0.4705 | 0.6859 |
283
+ | No log | 4.9362 | 464 | 0.4848 | 0.6213 | 0.4848 | 0.6963 |
284
+ | No log | 4.9574 | 466 | 0.5564 | 0.5978 | 0.5564 | 0.7459 |
285
+ | No log | 4.9787 | 468 | 0.5640 | 0.5897 | 0.5640 | 0.7510 |
286
+ | No log | 5.0 | 470 | 0.5145 | 0.6273 | 0.5145 | 0.7173 |
287
+ | No log | 5.0213 | 472 | 0.5034 | 0.6247 | 0.5034 | 0.7095 |
288
+ | No log | 5.0426 | 474 | 0.5160 | 0.6336 | 0.5160 | 0.7183 |
289
+ | No log | 5.0638 | 476 | 0.5397 | 0.6019 | 0.5397 | 0.7347 |
290
+ | No log | 5.0851 | 478 | 0.5499 | 0.5674 | 0.5499 | 0.7415 |
291
+ | No log | 5.1064 | 480 | 0.4940 | 0.6336 | 0.4940 | 0.7028 |
292
+ | No log | 5.1277 | 482 | 0.4634 | 0.6266 | 0.4634 | 0.6807 |
293
+ | No log | 5.1489 | 484 | 0.4504 | 0.6109 | 0.4504 | 0.6711 |
294
+ | No log | 5.1702 | 486 | 0.4472 | 0.6167 | 0.4472 | 0.6687 |
295
+ | No log | 5.1915 | 488 | 0.4768 | 0.5973 | 0.4768 | 0.6905 |
296
+ | No log | 5.2128 | 490 | 0.4885 | 0.6054 | 0.4885 | 0.6989 |
297
+ | No log | 5.2340 | 492 | 0.4607 | 0.6055 | 0.4607 | 0.6787 |
298
+ | No log | 5.2553 | 494 | 0.4848 | 0.5690 | 0.4848 | 0.6963 |
299
+ | No log | 5.2766 | 496 | 0.5042 | 0.5817 | 0.5042 | 0.7101 |
300
+ | No log | 5.2979 | 498 | 0.5107 | 0.5889 | 0.5107 | 0.7147 |
301
+ | 0.5018 | 5.3191 | 500 | 0.5829 | 0.5899 | 0.5829 | 0.7635 |
302
+ | 0.5018 | 5.3404 | 502 | 0.6517 | 0.5201 | 0.6517 | 0.8073 |
303
+ | 0.5018 | 5.3617 | 504 | 0.5851 | 0.5612 | 0.5851 | 0.7649 |
304
+ | 0.5018 | 5.3830 | 506 | 0.5076 | 0.5738 | 0.5076 | 0.7125 |
305
+ | 0.5018 | 5.4043 | 508 | 0.4688 | 0.5912 | 0.4688 | 0.6847 |
306
+ | 0.5018 | 5.4255 | 510 | 0.4580 | 0.5795 | 0.4580 | 0.6768 |
307
+ | 0.5018 | 5.4468 | 512 | 0.4422 | 0.5968 | 0.4422 | 0.6650 |
308
+ | 0.5018 | 5.4681 | 514 | 0.4394 | 0.6115 | 0.4394 | 0.6629 |
309
+ | 0.5018 | 5.4894 | 516 | 0.5108 | 0.6360 | 0.5108 | 0.7147 |
310
+ | 0.5018 | 5.5106 | 518 | 0.6011 | 0.5937 | 0.6011 | 0.7753 |
311
+ | 0.5018 | 5.5319 | 520 | 0.5667 | 0.5927 | 0.5667 | 0.7528 |
312
+ | 0.5018 | 5.5532 | 522 | 0.4852 | 0.6446 | 0.4852 | 0.6965 |
313
+ | 0.5018 | 5.5745 | 524 | 0.4709 | 0.6081 | 0.4709 | 0.6862 |
314
+ | 0.5018 | 5.5957 | 526 | 0.4704 | 0.5964 | 0.4704 | 0.6859 |
315
+ | 0.5018 | 5.6170 | 528 | 0.4563 | 0.6114 | 0.4563 | 0.6755 |
316
+ | 0.5018 | 5.6383 | 530 | 0.4487 | 0.5932 | 0.4487 | 0.6699 |
317
+ | 0.5018 | 5.6596 | 532 | 0.4653 | 0.5973 | 0.4653 | 0.6821 |
318
+ | 0.5018 | 5.6809 | 534 | 0.5282 | 0.5564 | 0.5282 | 0.7268 |
319
+ | 0.5018 | 5.7021 | 536 | 0.6115 | 0.4904 | 0.6115 | 0.7820 |
320
+ | 0.5018 | 5.7234 | 538 | 0.6489 | 0.4966 | 0.6489 | 0.8055 |
321
+ | 0.5018 | 5.7447 | 540 | 0.5662 | 0.5511 | 0.5662 | 0.7524 |
322
+ | 0.5018 | 5.7660 | 542 | 0.4932 | 0.6087 | 0.4932 | 0.7023 |
323
+ | 0.5018 | 5.7872 | 544 | 0.5044 | 0.6244 | 0.5044 | 0.7102 |
324
+ | 0.5018 | 5.8085 | 546 | 0.4846 | 0.6482 | 0.4846 | 0.6961 |
325
+ | 0.5018 | 5.8298 | 548 | 0.4979 | 0.6382 | 0.4979 | 0.7056 |
326
+ | 0.5018 | 5.8511 | 550 | 0.5248 | 0.6293 | 0.5248 | 0.7244 |
327
+ | 0.5018 | 5.8723 | 552 | 0.6130 | 0.5668 | 0.6130 | 0.7829 |
328
+ | 0.5018 | 5.8936 | 554 | 0.7326 | 0.5370 | 0.7326 | 0.8559 |
329
+ | 0.5018 | 5.9149 | 556 | 0.6693 | 0.5719 | 0.6693 | 0.8181 |
330
+ | 0.5018 | 5.9362 | 558 | 0.5443 | 0.6033 | 0.5443 | 0.7378 |
331
+ | 0.5018 | 5.9574 | 560 | 0.5230 | 0.6091 | 0.5230 | 0.7232 |
332
+ | 0.5018 | 5.9787 | 562 | 0.5291 | 0.5794 | 0.5291 | 0.7274 |
333
+ | 0.5018 | 6.0 | 564 | 0.5529 | 0.5504 | 0.5529 | 0.7436 |
334
+ | 0.5018 | 6.0213 | 566 | 0.6011 | 0.5209 | 0.6011 | 0.7753 |
335
+ | 0.5018 | 6.0426 | 568 | 0.5883 | 0.5402 | 0.5883 | 0.7670 |
336
+ | 0.5018 | 6.0638 | 570 | 0.5274 | 0.5661 | 0.5274 | 0.7262 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
337
 
338
 
339
  ### Framework versions