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Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask3_grammar

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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_TestTask3_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_TestTask3_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: 0.5486
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- - Qwk: 0.6120
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- - Mse: 0.5486
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- - Rmse: 0.7407
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  ## Model description
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@@ -47,554 +47,266 @@ 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 | 0.0194 | 2 | 3.8833 | -0.0053 | 3.8833 | 1.9706 |
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- | No log | 0.0388 | 4 | 2.3408 | 0.0739 | 2.3408 | 1.5300 |
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- | No log | 0.0583 | 6 | 1.6173 | 0.0427 | 1.6173 | 1.2717 |
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- | No log | 0.0777 | 8 | 0.8769 | 0.1623 | 0.8769 | 0.9364 |
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- | No log | 0.0971 | 10 | 0.8875 | 0.0959 | 0.8875 | 0.9421 |
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- | No log | 0.1165 | 12 | 0.9316 | 0.0518 | 0.9316 | 0.9652 |
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- | No log | 0.1359 | 14 | 0.8493 | 0.0791 | 0.8493 | 0.9216 |
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- | No log | 0.1553 | 16 | 0.7424 | 0.2335 | 0.7424 | 0.8616 |
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- | No log | 0.1748 | 18 | 0.7008 | 0.3837 | 0.7008 | 0.8372 |
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- | No log | 0.1942 | 20 | 0.7335 | 0.2624 | 0.7335 | 0.8564 |
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- | No log | 0.2136 | 22 | 0.6955 | 0.3274 | 0.6955 | 0.8339 |
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- | No log | 0.2330 | 24 | 0.6201 | 0.4702 | 0.6201 | 0.7875 |
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- | No log | 0.2524 | 26 | 0.5883 | 0.4293 | 0.5883 | 0.7670 |
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- | No log | 0.2718 | 28 | 0.5310 | 0.4842 | 0.5310 | 0.7287 |
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- | No log | 0.2913 | 30 | 0.5005 | 0.5584 | 0.5005 | 0.7075 |
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- | No log | 0.3107 | 32 | 0.5024 | 0.5311 | 0.5024 | 0.7088 |
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- | No log | 0.3301 | 34 | 0.6221 | 0.3529 | 0.6221 | 0.7887 |
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- | No log | 0.3495 | 36 | 0.7058 | 0.3314 | 0.7058 | 0.8401 |
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- | No log | 0.3689 | 38 | 0.6354 | 0.4185 | 0.6354 | 0.7971 |
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- | No log | 0.3883 | 40 | 0.5091 | 0.5235 | 0.5091 | 0.7135 |
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- | No log | 0.4078 | 42 | 0.4584 | 0.5642 | 0.4584 | 0.6770 |
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- | No log | 0.4272 | 44 | 0.4554 | 0.6134 | 0.4554 | 0.6748 |
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- | No log | 0.4466 | 46 | 0.4433 | 0.6297 | 0.4433 | 0.6658 |
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- | No log | 0.4660 | 48 | 0.4686 | 0.5997 | 0.4686 | 0.6846 |
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- | No log | 0.4854 | 50 | 0.6372 | 0.5266 | 0.6372 | 0.7982 |
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- | No log | 0.5049 | 52 | 0.6533 | 0.5190 | 0.6533 | 0.8083 |
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- | No log | 0.5243 | 54 | 0.5053 | 0.5365 | 0.5053 | 0.7108 |
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- | No log | 0.5437 | 56 | 0.4546 | 0.5742 | 0.4546 | 0.6742 |
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- | No log | 0.5631 | 58 | 0.4526 | 0.5844 | 0.4526 | 0.6728 |
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- | No log | 0.5825 | 60 | 0.4668 | 0.5480 | 0.4668 | 0.6832 |
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- | No log | 0.6019 | 62 | 0.4675 | 0.5541 | 0.4675 | 0.6837 |
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- | No log | 0.6214 | 64 | 0.4914 | 0.5183 | 0.4914 | 0.7010 |
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- | No log | 0.6408 | 66 | 0.5756 | 0.4990 | 0.5756 | 0.7587 |
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- | No log | 0.6602 | 68 | 0.5661 | 0.4768 | 0.5661 | 0.7524 |
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- | No log | 0.6796 | 70 | 0.4920 | 0.5121 | 0.4920 | 0.7014 |
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- | No log | 0.6990 | 72 | 0.4915 | 0.5392 | 0.4915 | 0.7011 |
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- | No log | 0.7184 | 74 | 0.5520 | 0.5374 | 0.5520 | 0.7430 |
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- | No log | 0.7379 | 76 | 0.6227 | 0.5391 | 0.6227 | 0.7891 |
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- | No log | 0.7573 | 78 | 0.4903 | 0.5495 | 0.4903 | 0.7002 |
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- | No log | 0.7767 | 80 | 0.4244 | 0.5871 | 0.4244 | 0.6515 |
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- | No log | 0.7961 | 82 | 0.4602 | 0.5275 | 0.4602 | 0.6784 |
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- | No log | 0.8155 | 84 | 0.4676 | 0.5681 | 0.4676 | 0.6838 |
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- | No log | 0.8350 | 86 | 0.4436 | 0.6175 | 0.4436 | 0.6660 |
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- | No log | 0.8544 | 88 | 0.4304 | 0.6321 | 0.4304 | 0.6560 |
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- | No log | 0.8738 | 90 | 0.4661 | 0.5741 | 0.4661 | 0.6827 |
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- | No log | 0.8932 | 92 | 0.6504 | 0.5548 | 0.6504 | 0.8065 |
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- | No log | 0.9126 | 94 | 0.7000 | 0.5540 | 0.7000 | 0.8367 |
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- | No log | 0.9320 | 96 | 0.5397 | 0.5589 | 0.5397 | 0.7347 |
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- | No log | 0.9515 | 98 | 0.4251 | 0.5783 | 0.4251 | 0.6520 |
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- | No log | 0.9709 | 100 | 0.4799 | 0.5355 | 0.4799 | 0.6928 |
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- | No log | 0.9903 | 102 | 0.4732 | 0.5172 | 0.4732 | 0.6879 |
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- | No log | 1.0097 | 104 | 0.4658 | 0.4877 | 0.4658 | 0.6825 |
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- | No log | 1.0291 | 106 | 0.5144 | 0.4908 | 0.5144 | 0.7172 |
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- | No log | 1.0485 | 108 | 0.5653 | 0.4567 | 0.5653 | 0.7519 |
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- | No log | 1.0680 | 110 | 0.5804 | 0.4651 | 0.5804 | 0.7618 |
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- | No log | 1.0874 | 112 | 0.5294 | 0.4871 | 0.5294 | 0.7276 |
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- | No log | 1.1068 | 114 | 0.4371 | 0.5929 | 0.4371 | 0.6611 |
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- | No log | 1.1262 | 116 | 0.4205 | 0.6704 | 0.4205 | 0.6484 |
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- | No log | 1.1456 | 118 | 0.4608 | 0.6773 | 0.4608 | 0.6788 |
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- | No log | 1.1650 | 120 | 0.4480 | 0.6545 | 0.4480 | 0.6694 |
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- | No log | 1.1845 | 122 | 0.4545 | 0.6508 | 0.4545 | 0.6741 |
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- | No log | 1.2039 | 124 | 0.5416 | 0.6289 | 0.5416 | 0.7360 |
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- | No log | 1.2233 | 126 | 0.7311 | 0.5248 | 0.7311 | 0.8551 |
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- | No log | 1.2427 | 128 | 0.8316 | 0.4851 | 0.8316 | 0.9119 |
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- | No log | 1.2621 | 130 | 0.6912 | 0.5541 | 0.6912 | 0.8314 |
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- | No log | 1.2816 | 132 | 0.4729 | 0.6601 | 0.4729 | 0.6877 |
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- | No log | 1.3010 | 134 | 0.4393 | 0.6204 | 0.4393 | 0.6628 |
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- | No log | 1.3204 | 136 | 0.4643 | 0.5808 | 0.4643 | 0.6814 |
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- | No log | 1.3398 | 138 | 0.5443 | 0.4786 | 0.5443 | 0.7378 |
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- | No log | 1.3592 | 140 | 0.5972 | 0.4567 | 0.5972 | 0.7728 |
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- | No log | 1.3786 | 142 | 0.5675 | 0.4847 | 0.5675 | 0.7533 |
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- | No log | 1.3981 | 144 | 0.5492 | 0.5283 | 0.5492 | 0.7411 |
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- | No log | 1.4175 | 146 | 0.4440 | 0.5981 | 0.4440 | 0.6663 |
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- | No log | 1.4369 | 148 | 0.4222 | 0.6318 | 0.4222 | 0.6497 |
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- | No log | 1.4563 | 150 | 0.4830 | 0.6480 | 0.4830 | 0.6950 |
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- | No log | 1.4757 | 152 | 0.4653 | 0.6519 | 0.4653 | 0.6822 |
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- | No log | 1.4951 | 154 | 0.4210 | 0.6763 | 0.4210 | 0.6488 |
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- | No log | 1.5146 | 156 | 0.4205 | 0.6916 | 0.4205 | 0.6484 |
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- | No log | 1.5340 | 158 | 0.4219 | 0.6934 | 0.4219 | 0.6495 |
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- | No log | 1.5534 | 160 | 0.4445 | 0.6891 | 0.4445 | 0.6667 |
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- | No log | 1.5728 | 162 | 0.4658 | 0.6597 | 0.4658 | 0.6825 |
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- | No log | 1.5922 | 164 | 0.5367 | 0.6353 | 0.5367 | 0.7326 |
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- | No log | 1.6117 | 166 | 0.6135 | 0.5850 | 0.6135 | 0.7833 |
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- | No log | 1.6311 | 168 | 0.5684 | 0.5862 | 0.5684 | 0.7539 |
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- | No log | 1.6505 | 170 | 0.4846 | 0.5733 | 0.4846 | 0.6961 |
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- | No log | 1.6699 | 172 | 0.4523 | 0.5880 | 0.4523 | 0.6726 |
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- | No log | 1.6893 | 174 | 0.4146 | 0.5966 | 0.4146 | 0.6439 |
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- | No log | 1.7087 | 176 | 0.4101 | 0.6007 | 0.4101 | 0.6404 |
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- | No log | 1.7282 | 178 | 0.4101 | 0.6418 | 0.4101 | 0.6404 |
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- | No log | 1.7476 | 180 | 0.3954 | 0.6956 | 0.3954 | 0.6288 |
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- | No log | 1.7670 | 182 | 0.4006 | 0.6870 | 0.4006 | 0.6329 |
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- | No log | 1.7864 | 184 | 0.4013 | 0.6872 | 0.4013 | 0.6335 |
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- | No log | 1.8058 | 186 | 0.3946 | 0.7005 | 0.3946 | 0.6282 |
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- | No log | 1.8252 | 188 | 0.3987 | 0.6990 | 0.3987 | 0.6315 |
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- | No log | 1.8447 | 190 | 0.4935 | 0.6330 | 0.4935 | 0.7025 |
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- | No log | 1.8641 | 192 | 0.5238 | 0.6220 | 0.5238 | 0.7237 |
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- | No log | 1.8835 | 194 | 0.5327 | 0.6181 | 0.5327 | 0.7299 |
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- | No log | 1.9029 | 196 | 0.4323 | 0.6440 | 0.4323 | 0.6575 |
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- | No log | 1.9223 | 198 | 0.4294 | 0.6427 | 0.4294 | 0.6553 |
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- | No log | 1.9417 | 200 | 0.3921 | 0.6636 | 0.3921 | 0.6262 |
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- | No log | 1.9612 | 202 | 0.3963 | 0.6533 | 0.3963 | 0.6296 |
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- | No log | 1.9806 | 204 | 0.5267 | 0.5182 | 0.5267 | 0.7257 |
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- | No log | 2.0 | 206 | 0.6034 | 0.4077 | 0.6034 | 0.7768 |
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- | No log | 2.0194 | 208 | 0.5175 | 0.4739 | 0.5175 | 0.7194 |
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- | No log | 2.0388 | 210 | 0.4602 | 0.5549 | 0.4602 | 0.6784 |
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- | No log | 2.0583 | 212 | 0.6244 | 0.4102 | 0.6244 | 0.7902 |
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- | No log | 2.0777 | 214 | 0.7973 | 0.4322 | 0.7973 | 0.8929 |
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- | No log | 2.0971 | 216 | 0.7765 | 0.4323 | 0.7765 | 0.8812 |
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- | No log | 2.1165 | 218 | 0.6271 | 0.4128 | 0.6271 | 0.7919 |
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- | No log | 2.1359 | 220 | 0.4874 | 0.4928 | 0.4874 | 0.6981 |
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- | No log | 2.1553 | 222 | 0.4778 | 0.5542 | 0.4778 | 0.6912 |
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- | No log | 2.1748 | 224 | 0.4686 | 0.5741 | 0.4686 | 0.6846 |
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- | No log | 2.1942 | 226 | 0.4509 | 0.6062 | 0.4509 | 0.6715 |
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- | No log | 2.2136 | 228 | 0.4309 | 0.6188 | 0.4309 | 0.6564 |
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- | No log | 2.2330 | 230 | 0.4298 | 0.6091 | 0.4298 | 0.6556 |
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- | No log | 2.2524 | 232 | 0.4505 | 0.6234 | 0.4505 | 0.6712 |
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- | No log | 2.2718 | 234 | 0.4482 | 0.6475 | 0.4482 | 0.6695 |
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- | No log | 2.2913 | 236 | 0.4479 | 0.6715 | 0.4479 | 0.6692 |
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- | No log | 2.3107 | 238 | 0.4374 | 0.6934 | 0.4374 | 0.6614 |
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- | No log | 2.3301 | 240 | 0.4458 | 0.6832 | 0.4458 | 0.6677 |
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- | No log | 2.3495 | 242 | 0.4725 | 0.6739 | 0.4725 | 0.6874 |
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- | No log | 2.3689 | 244 | 0.5711 | 0.6093 | 0.5711 | 0.7557 |
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- | No log | 2.3883 | 246 | 0.5409 | 0.6294 | 0.5409 | 0.7355 |
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- | No log | 2.4078 | 248 | 0.4286 | 0.6672 | 0.4286 | 0.6547 |
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- | No log | 2.4272 | 250 | 0.4337 | 0.6970 | 0.4337 | 0.6586 |
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- | No log | 2.4466 | 252 | 0.4388 | 0.6629 | 0.4388 | 0.6624 |
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- | No log | 2.4660 | 254 | 0.4210 | 0.6790 | 0.4210 | 0.6488 |
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- | No log | 2.4854 | 256 | 0.4148 | 0.6502 | 0.4148 | 0.6441 |
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- | No log | 2.5049 | 258 | 0.4884 | 0.5917 | 0.4884 | 0.6989 |
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- | No log | 2.5243 | 260 | 0.6706 | 0.5558 | 0.6706 | 0.8189 |
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- | No log | 2.5437 | 262 | 0.6375 | 0.5635 | 0.6375 | 0.7984 |
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- | No log | 2.5631 | 264 | 0.4362 | 0.6458 | 0.4362 | 0.6604 |
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- | No log | 2.5825 | 266 | 0.4128 | 0.7059 | 0.4128 | 0.6425 |
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- | No log | 2.6019 | 268 | 0.4766 | 0.6640 | 0.4766 | 0.6903 |
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- | No log | 2.6214 | 270 | 0.4140 | 0.6892 | 0.4140 | 0.6434 |
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- | No log | 2.6408 | 272 | 0.6027 | 0.6319 | 0.6027 | 0.7763 |
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- | No log | 2.6602 | 274 | 0.9289 | 0.5623 | 0.9289 | 0.9638 |
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- | No log | 2.6796 | 276 | 0.8390 | 0.5768 | 0.8390 | 0.9159 |
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- | No log | 2.6990 | 278 | 0.5414 | 0.6161 | 0.5414 | 0.7358 |
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- | No log | 2.7184 | 280 | 0.3883 | 0.6706 | 0.3883 | 0.6231 |
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- | No log | 2.7379 | 282 | 0.3856 | 0.6601 | 0.3856 | 0.6210 |
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- | No log | 2.7573 | 284 | 0.4270 | 0.6430 | 0.4270 | 0.6534 |
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- | No log | 2.7767 | 286 | 0.5070 | 0.5937 | 0.5070 | 0.7120 |
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- | No log | 2.7961 | 288 | 0.4750 | 0.6137 | 0.4750 | 0.6892 |
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- | No log | 2.8155 | 290 | 0.4027 | 0.6608 | 0.4027 | 0.6346 |
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- | No log | 2.8350 | 292 | 0.3927 | 0.7103 | 0.3927 | 0.6267 |
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- | No log | 2.8544 | 294 | 0.4173 | 0.6893 | 0.4173 | 0.6460 |
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- | No log | 2.8738 | 296 | 0.4921 | 0.6686 | 0.4921 | 0.7015 |
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- | No log | 2.8932 | 298 | 0.5145 | 0.6709 | 0.5145 | 0.7173 |
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- | No log | 2.9126 | 300 | 0.5798 | 0.6181 | 0.5798 | 0.7615 |
202
- | No log | 2.9320 | 302 | 0.5444 | 0.6318 | 0.5444 | 0.7378 |
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- | No log | 2.9515 | 304 | 0.6101 | 0.6389 | 0.6101 | 0.7811 |
204
- | No log | 2.9709 | 306 | 0.5852 | 0.6456 | 0.5852 | 0.7650 |
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- | No log | 2.9903 | 308 | 0.5368 | 0.6623 | 0.5368 | 0.7326 |
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- | No log | 3.0097 | 310 | 0.4971 | 0.6923 | 0.4971 | 0.7050 |
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- | No log | 3.0291 | 312 | 0.4764 | 0.7044 | 0.4764 | 0.6902 |
208
- | No log | 3.0485 | 314 | 0.4414 | 0.7373 | 0.4414 | 0.6644 |
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- | No log | 3.0680 | 316 | 0.4108 | 0.7011 | 0.4108 | 0.6409 |
210
- | No log | 3.0874 | 318 | 0.4374 | 0.6300 | 0.4374 | 0.6613 |
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- | No log | 3.1068 | 320 | 0.5124 | 0.6138 | 0.5124 | 0.7158 |
212
- | No log | 3.1262 | 322 | 0.6181 | 0.5746 | 0.6181 | 0.7862 |
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- | No log | 3.1456 | 324 | 0.5101 | 0.6292 | 0.5101 | 0.7142 |
214
- | No log | 3.1650 | 326 | 0.4142 | 0.6790 | 0.4142 | 0.6436 |
215
- | No log | 3.1845 | 328 | 0.3936 | 0.6483 | 0.3936 | 0.6274 |
216
- | No log | 3.2039 | 330 | 0.4079 | 0.6685 | 0.4079 | 0.6387 |
217
- | No log | 3.2233 | 332 | 0.4207 | 0.6869 | 0.4207 | 0.6486 |
218
- | No log | 3.2427 | 334 | 0.3905 | 0.6633 | 0.3905 | 0.6249 |
219
- | No log | 3.2621 | 336 | 0.4824 | 0.5534 | 0.4824 | 0.6946 |
220
- | No log | 3.2816 | 338 | 0.6471 | 0.4903 | 0.6471 | 0.8044 |
221
- | No log | 3.3010 | 340 | 0.6131 | 0.5036 | 0.6131 | 0.7830 |
222
- | No log | 3.3204 | 342 | 0.5424 | 0.5832 | 0.5424 | 0.7365 |
223
- | No log | 3.3398 | 344 | 0.4589 | 0.6848 | 0.4589 | 0.6774 |
224
- | No log | 3.3592 | 346 | 0.3879 | 0.6987 | 0.3879 | 0.6228 |
225
- | No log | 3.3786 | 348 | 0.4205 | 0.6801 | 0.4205 | 0.6484 |
226
- | No log | 3.3981 | 350 | 0.5248 | 0.5846 | 0.5248 | 0.7244 |
227
- | No log | 3.4175 | 352 | 0.4997 | 0.5542 | 0.4997 | 0.7069 |
228
- | No log | 3.4369 | 354 | 0.4415 | 0.6302 | 0.4415 | 0.6644 |
229
- | No log | 3.4563 | 356 | 0.4217 | 0.6868 | 0.4217 | 0.6494 |
230
- | No log | 3.4757 | 358 | 0.4201 | 0.6877 | 0.4201 | 0.6482 |
231
- | No log | 3.4951 | 360 | 0.4511 | 0.6654 | 0.4511 | 0.6717 |
232
- | No log | 3.5146 | 362 | 0.4924 | 0.6176 | 0.4924 | 0.7017 |
233
- | No log | 3.5340 | 364 | 0.5529 | 0.5828 | 0.5529 | 0.7436 |
234
- | No log | 3.5534 | 366 | 0.5890 | 0.5666 | 0.5890 | 0.7675 |
235
- | No log | 3.5728 | 368 | 0.5109 | 0.6314 | 0.5109 | 0.7148 |
236
- | No log | 3.5922 | 370 | 0.4969 | 0.6361 | 0.4969 | 0.7049 |
237
- | No log | 3.6117 | 372 | 0.5634 | 0.5966 | 0.5634 | 0.7506 |
238
- | No log | 3.6311 | 374 | 0.4913 | 0.6209 | 0.4913 | 0.7009 |
239
- | No log | 3.6505 | 376 | 0.4470 | 0.6656 | 0.4470 | 0.6686 |
240
- | No log | 3.6699 | 378 | 0.4356 | 0.6808 | 0.4356 | 0.6600 |
241
- | No log | 3.6893 | 380 | 0.4548 | 0.6821 | 0.4548 | 0.6744 |
242
- | No log | 3.7087 | 382 | 0.4621 | 0.6758 | 0.4621 | 0.6798 |
243
- | No log | 3.7282 | 384 | 0.4740 | 0.6670 | 0.4740 | 0.6885 |
244
- | No log | 3.7476 | 386 | 0.5466 | 0.6503 | 0.5466 | 0.7393 |
245
- | No log | 3.7670 | 388 | 0.6331 | 0.6243 | 0.6331 | 0.7957 |
246
- | No log | 3.7864 | 390 | 0.5695 | 0.6109 | 0.5695 | 0.7547 |
247
- | No log | 3.8058 | 392 | 0.4505 | 0.6001 | 0.4505 | 0.6712 |
248
- | No log | 3.8252 | 394 | 0.5009 | 0.5928 | 0.5009 | 0.7077 |
249
- | No log | 3.8447 | 396 | 0.4912 | 0.6073 | 0.4912 | 0.7009 |
250
- | No log | 3.8641 | 398 | 0.4895 | 0.6291 | 0.4895 | 0.6997 |
251
- | No log | 3.8835 | 400 | 0.4515 | 0.6352 | 0.4515 | 0.6719 |
252
- | No log | 3.9029 | 402 | 0.5253 | 0.5809 | 0.5253 | 0.7248 |
253
- | No log | 3.9223 | 404 | 0.5523 | 0.6248 | 0.5523 | 0.7431 |
254
- | No log | 3.9417 | 406 | 0.4852 | 0.6285 | 0.4852 | 0.6965 |
255
- | No log | 3.9612 | 408 | 0.4471 | 0.6737 | 0.4471 | 0.6687 |
256
- | No log | 3.9806 | 410 | 0.4704 | 0.6870 | 0.4704 | 0.6859 |
257
- | No log | 4.0 | 412 | 0.5011 | 0.6684 | 0.5011 | 0.7079 |
258
- | No log | 4.0194 | 414 | 0.4694 | 0.6838 | 0.4694 | 0.6851 |
259
- | No log | 4.0388 | 416 | 0.5397 | 0.6504 | 0.5397 | 0.7347 |
260
- | No log | 4.0583 | 418 | 0.4735 | 0.6675 | 0.4735 | 0.6881 |
261
- | No log | 4.0777 | 420 | 0.4169 | 0.7137 | 0.4169 | 0.6457 |
262
- | No log | 4.0971 | 422 | 0.3915 | 0.6872 | 0.3915 | 0.6257 |
263
- | No log | 4.1165 | 424 | 0.4318 | 0.6470 | 0.4318 | 0.6571 |
264
- | No log | 4.1359 | 426 | 0.3921 | 0.6741 | 0.3921 | 0.6261 |
265
- | No log | 4.1553 | 428 | 0.4696 | 0.6413 | 0.4696 | 0.6853 |
266
- | No log | 4.1748 | 430 | 0.6083 | 0.5867 | 0.6083 | 0.7799 |
267
- | No log | 4.1942 | 432 | 0.7615 | 0.5663 | 0.7615 | 0.8727 |
268
- | No log | 4.2136 | 434 | 0.6713 | 0.5990 | 0.6713 | 0.8193 |
269
- | No log | 4.2330 | 436 | 0.4641 | 0.7063 | 0.4641 | 0.6812 |
270
- | No log | 4.2524 | 438 | 0.4228 | 0.7007 | 0.4228 | 0.6502 |
271
- | No log | 4.2718 | 440 | 0.4232 | 0.7036 | 0.4232 | 0.6506 |
272
- | No log | 4.2913 | 442 | 0.4658 | 0.6841 | 0.4658 | 0.6825 |
273
- | No log | 4.3107 | 444 | 0.5041 | 0.6771 | 0.5041 | 0.7100 |
274
- | No log | 4.3301 | 446 | 0.5302 | 0.6405 | 0.5302 | 0.7282 |
275
- | No log | 4.3495 | 448 | 0.4585 | 0.6701 | 0.4585 | 0.6771 |
276
- | No log | 4.3689 | 450 | 0.4457 | 0.6692 | 0.4457 | 0.6676 |
277
- | No log | 4.3883 | 452 | 0.4545 | 0.6041 | 0.4545 | 0.6741 |
278
- | No log | 4.4078 | 454 | 0.4693 | 0.6023 | 0.4693 | 0.6850 |
279
- | No log | 4.4272 | 456 | 0.4752 | 0.5956 | 0.4752 | 0.6893 |
280
- | No log | 4.4466 | 458 | 0.4663 | 0.6012 | 0.4663 | 0.6829 |
281
- | No log | 4.4660 | 460 | 0.5293 | 0.5896 | 0.5293 | 0.7275 |
282
- | No log | 4.4854 | 462 | 0.7724 | 0.5123 | 0.7724 | 0.8788 |
283
- | No log | 4.5049 | 464 | 0.7973 | 0.5795 | 0.7973 | 0.8929 |
284
- | No log | 4.5243 | 466 | 0.5391 | 0.6588 | 0.5391 | 0.7342 |
285
- | No log | 4.5437 | 468 | 0.4538 | 0.6847 | 0.4538 | 0.6737 |
286
- | No log | 4.5631 | 470 | 0.4464 | 0.6878 | 0.4464 | 0.6681 |
287
- | No log | 4.5825 | 472 | 0.4619 | 0.6463 | 0.4619 | 0.6796 |
288
- | No log | 4.6019 | 474 | 0.4809 | 0.6270 | 0.4809 | 0.6935 |
289
- | No log | 4.6214 | 476 | 0.4887 | 0.6165 | 0.4887 | 0.6991 |
290
- | No log | 4.6408 | 478 | 0.5443 | 0.6141 | 0.5443 | 0.7377 |
291
- | No log | 4.6602 | 480 | 0.4904 | 0.6384 | 0.4904 | 0.7003 |
292
- | No log | 4.6796 | 482 | 0.4611 | 0.6241 | 0.4611 | 0.6790 |
293
- | No log | 4.6990 | 484 | 0.4828 | 0.5964 | 0.4828 | 0.6949 |
294
- | No log | 4.7184 | 486 | 0.4836 | 0.6126 | 0.4836 | 0.6954 |
295
- | No log | 4.7379 | 488 | 0.4689 | 0.6552 | 0.4689 | 0.6848 |
296
- | No log | 4.7573 | 490 | 0.4743 | 0.6470 | 0.4743 | 0.6887 |
297
- | No log | 4.7767 | 492 | 0.4742 | 0.6211 | 0.4742 | 0.6887 |
298
- | No log | 4.7961 | 494 | 0.4542 | 0.6352 | 0.4542 | 0.6739 |
299
- | No log | 4.8155 | 496 | 0.4513 | 0.6771 | 0.4513 | 0.6718 |
300
- | No log | 4.8350 | 498 | 0.6635 | 0.6001 | 0.6635 | 0.8145 |
301
- | 0.493 | 4.8544 | 500 | 0.8138 | 0.5515 | 0.8138 | 0.9021 |
302
- | 0.493 | 4.8738 | 502 | 0.6472 | 0.6086 | 0.6472 | 0.8045 |
303
- | 0.493 | 4.8932 | 504 | 0.4505 | 0.6616 | 0.4505 | 0.6712 |
304
- | 0.493 | 4.9126 | 506 | 0.4094 | 0.6552 | 0.4094 | 0.6398 |
305
- | 0.493 | 4.9320 | 508 | 0.4072 | 0.6739 | 0.4072 | 0.6381 |
306
- | 0.493 | 4.9515 | 510 | 0.4306 | 0.6459 | 0.4306 | 0.6562 |
307
- | 0.493 | 4.9709 | 512 | 0.5431 | 0.6310 | 0.5431 | 0.7369 |
308
- | 0.493 | 4.9903 | 514 | 0.6790 | 0.5949 | 0.6790 | 0.8240 |
309
- | 0.493 | 5.0097 | 516 | 0.5833 | 0.6610 | 0.5833 | 0.7637 |
310
- | 0.493 | 5.0291 | 518 | 0.5071 | 0.7144 | 0.5071 | 0.7121 |
311
- | 0.493 | 5.0485 | 520 | 0.4792 | 0.7003 | 0.4792 | 0.6922 |
312
- | 0.493 | 5.0680 | 522 | 0.4813 | 0.7157 | 0.4813 | 0.6938 |
313
- | 0.493 | 5.0874 | 524 | 0.6300 | 0.6534 | 0.6300 | 0.7937 |
314
- | 0.493 | 5.1068 | 526 | 0.9046 | 0.5369 | 0.9046 | 0.9511 |
315
- | 0.493 | 5.1262 | 528 | 0.8614 | 0.5464 | 0.8614 | 0.9281 |
316
- | 0.493 | 5.1456 | 530 | 0.6026 | 0.6399 | 0.6026 | 0.7763 |
317
- | 0.493 | 5.1650 | 532 | 0.4396 | 0.6664 | 0.4396 | 0.6630 |
318
- | 0.493 | 5.1845 | 534 | 0.4953 | 0.6237 | 0.4953 | 0.7038 |
319
- | 0.493 | 5.2039 | 536 | 0.4899 | 0.6028 | 0.4899 | 0.6999 |
320
- | 0.493 | 5.2233 | 538 | 0.4495 | 0.6203 | 0.4495 | 0.6704 |
321
- | 0.493 | 5.2427 | 540 | 0.5025 | 0.5772 | 0.5025 | 0.7089 |
322
- | 0.493 | 5.2621 | 542 | 0.6110 | 0.5419 | 0.6110 | 0.7817 |
323
- | 0.493 | 5.2816 | 544 | 0.6234 | 0.5709 | 0.6234 | 0.7896 |
324
- | 0.493 | 5.3010 | 546 | 0.4928 | 0.6548 | 0.4928 | 0.7020 |
325
- | 0.493 | 5.3204 | 548 | 0.4141 | 0.6927 | 0.4141 | 0.6435 |
326
- | 0.493 | 5.3398 | 550 | 0.4034 | 0.6949 | 0.4034 | 0.6351 |
327
- | 0.493 | 5.3592 | 552 | 0.4474 | 0.6730 | 0.4474 | 0.6689 |
328
- | 0.493 | 5.3786 | 554 | 0.7140 | 0.5849 | 0.7140 | 0.8450 |
329
- | 0.493 | 5.3981 | 556 | 0.8787 | 0.5362 | 0.8787 | 0.9374 |
330
- | 0.493 | 5.4175 | 558 | 0.7450 | 0.5698 | 0.7450 | 0.8631 |
331
- | 0.493 | 5.4369 | 560 | 0.4660 | 0.6593 | 0.4660 | 0.6826 |
332
- | 0.493 | 5.4563 | 562 | 0.4271 | 0.6852 | 0.4271 | 0.6535 |
333
- | 0.493 | 5.4757 | 564 | 0.4425 | 0.6714 | 0.4425 | 0.6652 |
334
- | 0.493 | 5.4951 | 566 | 0.3990 | 0.6583 | 0.3990 | 0.6317 |
335
- | 0.493 | 5.5146 | 568 | 0.5150 | 0.6749 | 0.5150 | 0.7176 |
336
- | 0.493 | 5.5340 | 570 | 0.7017 | 0.5634 | 0.7017 | 0.8377 |
337
- | 0.493 | 5.5534 | 572 | 0.6702 | 0.5700 | 0.6702 | 0.8187 |
338
- | 0.493 | 5.5728 | 574 | 0.4986 | 0.6441 | 0.4986 | 0.7061 |
339
- | 0.493 | 5.5922 | 576 | 0.3861 | 0.6835 | 0.3861 | 0.6213 |
340
- | 0.493 | 5.6117 | 578 | 0.3774 | 0.6851 | 0.3774 | 0.6143 |
341
- | 0.493 | 5.6311 | 580 | 0.3864 | 0.7036 | 0.3864 | 0.6216 |
342
- | 0.493 | 5.6505 | 582 | 0.4659 | 0.7001 | 0.4659 | 0.6826 |
343
- | 0.493 | 5.6699 | 584 | 0.6363 | 0.6551 | 0.6363 | 0.7977 |
344
- | 0.493 | 5.6893 | 586 | 0.6263 | 0.6553 | 0.6263 | 0.7914 |
345
- | 0.493 | 5.7087 | 588 | 0.4776 | 0.6682 | 0.4776 | 0.6911 |
346
- | 0.493 | 5.7282 | 590 | 0.4067 | 0.6768 | 0.4067 | 0.6378 |
347
- | 0.493 | 5.7476 | 592 | 0.4201 | 0.6793 | 0.4201 | 0.6481 |
348
- | 0.493 | 5.7670 | 594 | 0.4754 | 0.6430 | 0.4754 | 0.6895 |
349
- | 0.493 | 5.7864 | 596 | 0.5505 | 0.6035 | 0.5505 | 0.7420 |
350
- | 0.493 | 5.8058 | 598 | 0.4910 | 0.6292 | 0.4910 | 0.7007 |
351
- | 0.493 | 5.8252 | 600 | 0.4211 | 0.6661 | 0.4211 | 0.6489 |
352
- | 0.493 | 5.8447 | 602 | 0.3902 | 0.6897 | 0.3902 | 0.6247 |
353
- | 0.493 | 5.8641 | 604 | 0.3993 | 0.6835 | 0.3993 | 0.6319 |
354
- | 0.493 | 5.8835 | 606 | 0.3807 | 0.7046 | 0.3807 | 0.6170 |
355
- | 0.493 | 5.9029 | 608 | 0.4611 | 0.6496 | 0.4611 | 0.6790 |
356
- | 0.493 | 5.9223 | 610 | 0.4965 | 0.6527 | 0.4965 | 0.7046 |
357
- | 0.493 | 5.9417 | 612 | 0.4733 | 0.6520 | 0.4733 | 0.6880 |
358
- | 0.493 | 5.9612 | 614 | 0.4053 | 0.6513 | 0.4053 | 0.6366 |
359
- | 0.493 | 5.9806 | 616 | 0.4176 | 0.6163 | 0.4176 | 0.6462 |
360
- | 0.493 | 6.0 | 618 | 0.4373 | 0.6219 | 0.4373 | 0.6613 |
361
- | 0.493 | 6.0194 | 620 | 0.4803 | 0.5517 | 0.4803 | 0.6930 |
362
- | 0.493 | 6.0388 | 622 | 0.6060 | 0.5948 | 0.6060 | 0.7784 |
363
- | 0.493 | 6.0583 | 624 | 0.6248 | 0.6079 | 0.6248 | 0.7905 |
364
- | 0.493 | 6.0777 | 626 | 0.5353 | 0.6413 | 0.5353 | 0.7317 |
365
- | 0.493 | 6.0971 | 628 | 0.4857 | 0.6865 | 0.4857 | 0.6969 |
366
- | 0.493 | 6.1165 | 630 | 0.5224 | 0.6791 | 0.5224 | 0.7227 |
367
- | 0.493 | 6.1359 | 632 | 0.6297 | 0.6402 | 0.6297 | 0.7935 |
368
- | 0.493 | 6.1553 | 634 | 0.6595 | 0.6219 | 0.6595 | 0.8121 |
369
- | 0.493 | 6.1748 | 636 | 0.6020 | 0.6193 | 0.6020 | 0.7759 |
370
- | 0.493 | 6.1942 | 638 | 0.4689 | 0.6613 | 0.4689 | 0.6848 |
371
- | 0.493 | 6.2136 | 640 | 0.4283 | 0.6397 | 0.4283 | 0.6544 |
372
- | 0.493 | 6.2330 | 642 | 0.4301 | 0.6555 | 0.4301 | 0.6558 |
373
- | 0.493 | 6.2524 | 644 | 0.4715 | 0.6780 | 0.4715 | 0.6867 |
374
- | 0.493 | 6.2718 | 646 | 0.4448 | 0.6915 | 0.4448 | 0.6669 |
375
- | 0.493 | 6.2913 | 648 | 0.4348 | 0.7010 | 0.4348 | 0.6594 |
376
- | 0.493 | 6.3107 | 650 | 0.4320 | 0.7021 | 0.4320 | 0.6573 |
377
- | 0.493 | 6.3301 | 652 | 0.4082 | 0.6641 | 0.4082 | 0.6389 |
378
- | 0.493 | 6.3495 | 654 | 0.3999 | 0.6845 | 0.3999 | 0.6323 |
379
- | 0.493 | 6.3689 | 656 | 0.4154 | 0.6893 | 0.4154 | 0.6445 |
380
- | 0.493 | 6.3883 | 658 | 0.4846 | 0.7028 | 0.4846 | 0.6961 |
381
- | 0.493 | 6.4078 | 660 | 0.6257 | 0.6533 | 0.6257 | 0.7910 |
382
- | 0.493 | 6.4272 | 662 | 0.7919 | 0.5924 | 0.7919 | 0.8899 |
383
- | 0.493 | 6.4466 | 664 | 0.6794 | 0.6479 | 0.6794 | 0.8242 |
384
- | 0.493 | 6.4660 | 666 | 0.4588 | 0.6715 | 0.4588 | 0.6773 |
385
- | 0.493 | 6.4854 | 668 | 0.4564 | 0.6746 | 0.4564 | 0.6756 |
386
- | 0.493 | 6.5049 | 670 | 0.4251 | 0.6248 | 0.4251 | 0.6520 |
387
- | 0.493 | 6.5243 | 672 | 0.4923 | 0.6333 | 0.4923 | 0.7016 |
388
- | 0.493 | 6.5437 | 674 | 0.6819 | 0.5682 | 0.6819 | 0.8258 |
389
- | 0.493 | 6.5631 | 676 | 0.6888 | 0.5528 | 0.6888 | 0.8299 |
390
- | 0.493 | 6.5825 | 678 | 0.5351 | 0.6198 | 0.5351 | 0.7315 |
391
- | 0.493 | 6.6019 | 680 | 0.4179 | 0.6526 | 0.4179 | 0.6465 |
392
- | 0.493 | 6.6214 | 682 | 0.4095 | 0.7135 | 0.4095 | 0.6399 |
393
- | 0.493 | 6.6408 | 684 | 0.4388 | 0.7050 | 0.4388 | 0.6624 |
394
- | 0.493 | 6.6602 | 686 | 0.5103 | 0.6759 | 0.5103 | 0.7143 |
395
- | 0.493 | 6.6796 | 688 | 0.5731 | 0.6512 | 0.5731 | 0.7570 |
396
- | 0.493 | 6.6990 | 690 | 0.4951 | 0.6558 | 0.4951 | 0.7036 |
397
- | 0.493 | 6.7184 | 692 | 0.4328 | 0.6507 | 0.4328 | 0.6579 |
398
- | 0.493 | 6.7379 | 694 | 0.4189 | 0.6677 | 0.4189 | 0.6472 |
399
- | 0.493 | 6.7573 | 696 | 0.4316 | 0.6660 | 0.4316 | 0.6570 |
400
- | 0.493 | 6.7767 | 698 | 0.4609 | 0.6539 | 0.4609 | 0.6789 |
401
- | 0.493 | 6.7961 | 700 | 0.5633 | 0.6482 | 0.5633 | 0.7505 |
402
- | 0.493 | 6.8155 | 702 | 0.6047 | 0.6241 | 0.6047 | 0.7776 |
403
- | 0.493 | 6.8350 | 704 | 0.5152 | 0.6808 | 0.5152 | 0.7178 |
404
- | 0.493 | 6.8544 | 706 | 0.4695 | 0.6941 | 0.4695 | 0.6852 |
405
- | 0.493 | 6.8738 | 708 | 0.4684 | 0.7077 | 0.4684 | 0.6844 |
406
- | 0.493 | 6.8932 | 710 | 0.5891 | 0.6362 | 0.5891 | 0.7675 |
407
- | 0.493 | 6.9126 | 712 | 0.6650 | 0.6256 | 0.6650 | 0.8155 |
408
- | 0.493 | 6.9320 | 714 | 0.4975 | 0.6797 | 0.4975 | 0.7053 |
409
- | 0.493 | 6.9515 | 716 | 0.4172 | 0.6964 | 0.4172 | 0.6459 |
410
- | 0.493 | 6.9709 | 718 | 0.4257 | 0.6905 | 0.4257 | 0.6525 |
411
- | 0.493 | 6.9903 | 720 | 0.4277 | 0.6993 | 0.4277 | 0.6540 |
412
- | 0.493 | 7.0097 | 722 | 0.5485 | 0.6437 | 0.5485 | 0.7406 |
413
- | 0.493 | 7.0291 | 724 | 0.5714 | 0.6297 | 0.5714 | 0.7559 |
414
- | 0.493 | 7.0485 | 726 | 0.5151 | 0.6713 | 0.5151 | 0.7177 |
415
- | 0.493 | 7.0680 | 728 | 0.4293 | 0.7012 | 0.4293 | 0.6552 |
416
- | 0.493 | 7.0874 | 730 | 0.4583 | 0.7013 | 0.4583 | 0.6770 |
417
- | 0.493 | 7.1068 | 732 | 0.4842 | 0.6751 | 0.4842 | 0.6958 |
418
- | 0.493 | 7.1262 | 734 | 0.4305 | 0.6919 | 0.4305 | 0.6561 |
419
- | 0.493 | 7.1456 | 736 | 0.4016 | 0.6783 | 0.4016 | 0.6337 |
420
- | 0.493 | 7.1650 | 738 | 0.4215 | 0.6735 | 0.4215 | 0.6493 |
421
- | 0.493 | 7.1845 | 740 | 0.4504 | 0.6676 | 0.4504 | 0.6711 |
422
- | 0.493 | 7.2039 | 742 | 0.4949 | 0.6415 | 0.4949 | 0.7035 |
423
- | 0.493 | 7.2233 | 744 | 0.4302 | 0.6645 | 0.4302 | 0.6559 |
424
- | 0.493 | 7.2427 | 746 | 0.3875 | 0.6797 | 0.3875 | 0.6225 |
425
- | 0.493 | 7.2621 | 748 | 0.4030 | 0.7061 | 0.4030 | 0.6348 |
426
- | 0.493 | 7.2816 | 750 | 0.4082 | 0.7111 | 0.4082 | 0.6389 |
427
- | 0.493 | 7.3010 | 752 | 0.4671 | 0.6976 | 0.4671 | 0.6835 |
428
- | 0.493 | 7.3204 | 754 | 0.4872 | 0.6925 | 0.4872 | 0.6980 |
429
- | 0.493 | 7.3398 | 756 | 0.4340 | 0.6890 | 0.4340 | 0.6588 |
430
- | 0.493 | 7.3592 | 758 | 0.4383 | 0.7040 | 0.4383 | 0.6620 |
431
- | 0.493 | 7.3786 | 760 | 0.4693 | 0.6838 | 0.4693 | 0.6851 |
432
- | 0.493 | 7.3981 | 762 | 0.5251 | 0.6290 | 0.5251 | 0.7247 |
433
- | 0.493 | 7.4175 | 764 | 0.4573 | 0.6264 | 0.4573 | 0.6763 |
434
- | 0.493 | 7.4369 | 766 | 0.4156 | 0.6284 | 0.4156 | 0.6447 |
435
- | 0.493 | 7.4563 | 768 | 0.4198 | 0.6163 | 0.4198 | 0.6479 |
436
- | 0.493 | 7.4757 | 770 | 0.4714 | 0.6181 | 0.4714 | 0.6866 |
437
- | 0.493 | 7.4951 | 772 | 0.4769 | 0.6226 | 0.4769 | 0.6906 |
438
- | 0.493 | 7.5146 | 774 | 0.5344 | 0.6393 | 0.5344 | 0.7310 |
439
- | 0.493 | 7.5340 | 776 | 0.5241 | 0.6634 | 0.5241 | 0.7239 |
440
- | 0.493 | 7.5534 | 778 | 0.4993 | 0.6725 | 0.4993 | 0.7066 |
441
- | 0.493 | 7.5728 | 780 | 0.4675 | 0.6814 | 0.4675 | 0.6837 |
442
- | 0.493 | 7.5922 | 782 | 0.4096 | 0.6980 | 0.4096 | 0.6400 |
443
- | 0.493 | 7.6117 | 784 | 0.4256 | 0.7089 | 0.4256 | 0.6524 |
444
- | 0.493 | 7.6311 | 786 | 0.3921 | 0.6949 | 0.3921 | 0.6262 |
445
- | 0.493 | 7.6505 | 788 | 0.4300 | 0.6823 | 0.4300 | 0.6557 |
446
- | 0.493 | 7.6699 | 790 | 0.5055 | 0.6645 | 0.5055 | 0.7110 |
447
- | 0.493 | 7.6893 | 792 | 0.4748 | 0.6730 | 0.4748 | 0.6890 |
448
- | 0.493 | 7.7087 | 794 | 0.4447 | 0.6743 | 0.4447 | 0.6669 |
449
- | 0.493 | 7.7282 | 796 | 0.4159 | 0.6847 | 0.4159 | 0.6449 |
450
- | 0.493 | 7.7476 | 798 | 0.4388 | 0.6551 | 0.4388 | 0.6625 |
451
- | 0.493 | 7.7670 | 800 | 0.5186 | 0.6032 | 0.5186 | 0.7201 |
452
- | 0.493 | 7.7864 | 802 | 0.5532 | 0.6129 | 0.5532 | 0.7438 |
453
- | 0.493 | 7.8058 | 804 | 0.4837 | 0.6130 | 0.4837 | 0.6955 |
454
- | 0.493 | 7.8252 | 806 | 0.4043 | 0.6969 | 0.4043 | 0.6358 |
455
- | 0.493 | 7.8447 | 808 | 0.4029 | 0.6625 | 0.4029 | 0.6347 |
456
- | 0.493 | 7.8641 | 810 | 0.4675 | 0.6865 | 0.4675 | 0.6837 |
457
- | 0.493 | 7.8835 | 812 | 0.5452 | 0.6438 | 0.5452 | 0.7384 |
458
- | 0.493 | 7.9029 | 814 | 0.4774 | 0.6694 | 0.4774 | 0.6909 |
459
- | 0.493 | 7.9223 | 816 | 0.3935 | 0.6740 | 0.3935 | 0.6273 |
460
- | 0.493 | 7.9417 | 818 | 0.4031 | 0.6772 | 0.4031 | 0.6349 |
461
- | 0.493 | 7.9612 | 820 | 0.3920 | 0.6689 | 0.3920 | 0.6261 |
462
- | 0.493 | 7.9806 | 822 | 0.4482 | 0.6858 | 0.4482 | 0.6695 |
463
- | 0.493 | 8.0 | 824 | 0.5314 | 0.6412 | 0.5314 | 0.7290 |
464
- | 0.493 | 8.0194 | 826 | 0.4823 | 0.6575 | 0.4823 | 0.6945 |
465
- | 0.493 | 8.0388 | 828 | 0.4050 | 0.6949 | 0.4050 | 0.6364 |
466
- | 0.493 | 8.0583 | 830 | 0.4008 | 0.6566 | 0.4008 | 0.6331 |
467
- | 0.493 | 8.0777 | 832 | 0.4018 | 0.6654 | 0.4018 | 0.6339 |
468
- | 0.493 | 8.0971 | 834 | 0.4769 | 0.6629 | 0.4769 | 0.6906 |
469
- | 0.493 | 8.1165 | 836 | 0.5632 | 0.6297 | 0.5632 | 0.7505 |
470
- | 0.493 | 8.1359 | 838 | 0.5163 | 0.6178 | 0.5163 | 0.7185 |
471
- | 0.493 | 8.1553 | 840 | 0.4677 | 0.6500 | 0.4677 | 0.6839 |
472
- | 0.493 | 8.1748 | 842 | 0.4821 | 0.6487 | 0.4821 | 0.6943 |
473
- | 0.493 | 8.1942 | 844 | 0.4500 | 0.6467 | 0.4500 | 0.6709 |
474
- | 0.493 | 8.2136 | 846 | 0.4097 | 0.6379 | 0.4097 | 0.6401 |
475
- | 0.493 | 8.2330 | 848 | 0.4305 | 0.6293 | 0.4305 | 0.6562 |
476
- | 0.493 | 8.2524 | 850 | 0.5530 | 0.6181 | 0.5530 | 0.7436 |
477
- | 0.493 | 8.2718 | 852 | 0.6077 | 0.6011 | 0.6077 | 0.7795 |
478
- | 0.493 | 8.2913 | 854 | 0.5073 | 0.6159 | 0.5073 | 0.7122 |
479
- | 0.493 | 8.3107 | 856 | 0.4244 | 0.6339 | 0.4244 | 0.6514 |
480
- | 0.493 | 8.3301 | 858 | 0.4061 | 0.6381 | 0.4061 | 0.6372 |
481
- | 0.493 | 8.3495 | 860 | 0.3878 | 0.6530 | 0.3878 | 0.6228 |
482
- | 0.493 | 8.3689 | 862 | 0.3987 | 0.6484 | 0.3987 | 0.6314 |
483
- | 0.493 | 8.3883 | 864 | 0.4757 | 0.6265 | 0.4757 | 0.6897 |
484
- | 0.493 | 8.4078 | 866 | 0.6626 | 0.6023 | 0.6626 | 0.8140 |
485
- | 0.493 | 8.4272 | 868 | 0.7344 | 0.6010 | 0.7344 | 0.8570 |
486
- | 0.493 | 8.4466 | 870 | 0.6003 | 0.6382 | 0.6003 | 0.7748 |
487
- | 0.493 | 8.4660 | 872 | 0.4185 | 0.6895 | 0.4185 | 0.6470 |
488
- | 0.493 | 8.4854 | 874 | 0.3898 | 0.6682 | 0.3898 | 0.6243 |
489
- | 0.493 | 8.5049 | 876 | 0.3930 | 0.6668 | 0.3930 | 0.6269 |
490
- | 0.493 | 8.5243 | 878 | 0.4334 | 0.6906 | 0.4334 | 0.6583 |
491
- | 0.493 | 8.5437 | 880 | 0.4996 | 0.6801 | 0.4996 | 0.7068 |
492
- | 0.493 | 8.5631 | 882 | 0.4763 | 0.6694 | 0.4763 | 0.6902 |
493
- | 0.493 | 8.5825 | 884 | 0.4521 | 0.6669 | 0.4521 | 0.6724 |
494
- | 0.493 | 8.6019 | 886 | 0.3949 | 0.6797 | 0.3949 | 0.6284 |
495
- | 0.493 | 8.6214 | 888 | 0.3827 | 0.6702 | 0.3827 | 0.6186 |
496
- | 0.493 | 8.6408 | 890 | 0.3933 | 0.6602 | 0.3933 | 0.6272 |
497
- | 0.493 | 8.6602 | 892 | 0.4564 | 0.6974 | 0.4564 | 0.6756 |
498
- | 0.493 | 8.6796 | 894 | 0.6051 | 0.6612 | 0.6051 | 0.7779 |
499
- | 0.493 | 8.6990 | 896 | 0.5706 | 0.6687 | 0.5706 | 0.7554 |
500
- | 0.493 | 8.7184 | 898 | 0.5108 | 0.6775 | 0.5108 | 0.7147 |
501
- | 0.493 | 8.7379 | 900 | 0.6071 | 0.6395 | 0.6071 | 0.7791 |
502
- | 0.493 | 8.7573 | 902 | 0.6304 | 0.6164 | 0.6304 | 0.7940 |
503
- | 0.493 | 8.7767 | 904 | 0.5178 | 0.6122 | 0.5178 | 0.7196 |
504
- | 0.493 | 8.7961 | 906 | 0.4360 | 0.6270 | 0.4360 | 0.6603 |
505
- | 0.493 | 8.8155 | 908 | 0.4576 | 0.6229 | 0.4576 | 0.6765 |
506
- | 0.493 | 8.8350 | 910 | 0.4769 | 0.6198 | 0.4769 | 0.6906 |
507
- | 0.493 | 8.8544 | 912 | 0.4647 | 0.6365 | 0.4647 | 0.6817 |
508
- | 0.493 | 8.8738 | 914 | 0.5394 | 0.6408 | 0.5394 | 0.7344 |
509
- | 0.493 | 8.8932 | 916 | 0.5191 | 0.6458 | 0.5191 | 0.7205 |
510
- | 0.493 | 8.9126 | 918 | 0.4190 | 0.6883 | 0.4190 | 0.6473 |
511
- | 0.493 | 8.9320 | 920 | 0.3813 | 0.6904 | 0.3813 | 0.6175 |
512
- | 0.493 | 8.9515 | 922 | 0.3856 | 0.7009 | 0.3856 | 0.6209 |
513
- | 0.493 | 8.9709 | 924 | 0.4147 | 0.6781 | 0.4147 | 0.6440 |
514
- | 0.493 | 8.9903 | 926 | 0.4505 | 0.6764 | 0.4505 | 0.6712 |
515
- | 0.493 | 9.0097 | 928 | 0.4582 | 0.6931 | 0.4582 | 0.6769 |
516
- | 0.493 | 9.0291 | 930 | 0.4317 | 0.6848 | 0.4317 | 0.6570 |
517
- | 0.493 | 9.0485 | 932 | 0.4434 | 0.6881 | 0.4434 | 0.6659 |
518
- | 0.493 | 9.0680 | 934 | 0.5349 | 0.6421 | 0.5349 | 0.7313 |
519
- | 0.493 | 9.0874 | 936 | 0.5637 | 0.6272 | 0.5637 | 0.7508 |
520
- | 0.493 | 9.1068 | 938 | 0.4875 | 0.6187 | 0.4875 | 0.6982 |
521
- | 0.493 | 9.1262 | 940 | 0.4192 | 0.6454 | 0.4192 | 0.6475 |
522
- | 0.493 | 9.1456 | 942 | 0.4323 | 0.6481 | 0.4323 | 0.6575 |
523
- | 0.493 | 9.1650 | 944 | 0.5136 | 0.6161 | 0.5136 | 0.7167 |
524
- | 0.493 | 9.1845 | 946 | 0.5702 | 0.6310 | 0.5702 | 0.7551 |
525
- | 0.493 | 9.2039 | 948 | 0.5630 | 0.6332 | 0.5630 | 0.7503 |
526
- | 0.493 | 9.2233 | 950 | 0.4476 | 0.7072 | 0.4476 | 0.6691 |
527
- | 0.493 | 9.2427 | 952 | 0.4013 | 0.7243 | 0.4013 | 0.6335 |
528
- | 0.493 | 9.2621 | 954 | 0.4029 | 0.7186 | 0.4029 | 0.6348 |
529
- | 0.493 | 9.2816 | 956 | 0.4780 | 0.7030 | 0.4780 | 0.6914 |
530
- | 0.493 | 9.3010 | 958 | 0.5371 | 0.6560 | 0.5371 | 0.7329 |
531
- | 0.493 | 9.3204 | 960 | 0.5820 | 0.6411 | 0.5820 | 0.7629 |
532
- | 0.493 | 9.3398 | 962 | 0.5581 | 0.6619 | 0.5581 | 0.7471 |
533
- | 0.493 | 9.3592 | 964 | 0.4721 | 0.7020 | 0.4721 | 0.6871 |
534
- | 0.493 | 9.3786 | 966 | 0.4459 | 0.6873 | 0.4459 | 0.6677 |
535
- | 0.493 | 9.3981 | 968 | 0.4435 | 0.6984 | 0.4435 | 0.6660 |
536
- | 0.493 | 9.4175 | 970 | 0.4585 | 0.7042 | 0.4585 | 0.6772 |
537
- | 0.493 | 9.4369 | 972 | 0.4421 | 0.6885 | 0.4421 | 0.6649 |
538
- | 0.493 | 9.4563 | 974 | 0.4485 | 0.6566 | 0.4485 | 0.6697 |
539
- | 0.493 | 9.4757 | 976 | 0.5164 | 0.6375 | 0.5164 | 0.7186 |
540
- | 0.493 | 9.4951 | 978 | 0.5065 | 0.5856 | 0.5065 | 0.7117 |
541
- | 0.493 | 9.5146 | 980 | 0.4456 | 0.6034 | 0.4456 | 0.6676 |
542
- | 0.493 | 9.5340 | 982 | 0.4278 | 0.6105 | 0.4278 | 0.6540 |
543
- | 0.493 | 9.5534 | 984 | 0.4332 | 0.6031 | 0.4332 | 0.6582 |
544
- | 0.493 | 9.5728 | 986 | 0.4819 | 0.6030 | 0.4819 | 0.6942 |
545
- | 0.493 | 9.5922 | 988 | 0.5567 | 0.6161 | 0.5567 | 0.7461 |
546
- | 0.493 | 9.6117 | 990 | 0.5536 | 0.6363 | 0.5536 | 0.7441 |
547
- | 0.493 | 9.6311 | 992 | 0.4431 | 0.6835 | 0.4431 | 0.6657 |
548
- | 0.493 | 9.6505 | 994 | 0.3960 | 0.6986 | 0.3960 | 0.6292 |
549
- | 0.493 | 9.6699 | 996 | 0.4004 | 0.6986 | 0.4004 | 0.6328 |
550
- | 0.493 | 9.6893 | 998 | 0.4571 | 0.6833 | 0.4571 | 0.6761 |
551
- | 0.1518 | 9.7087 | 1000 | 0.5278 | 0.6594 | 0.5278 | 0.7265 |
552
- | 0.1518 | 9.7282 | 1002 | 0.5527 | 0.6418 | 0.5527 | 0.7434 |
553
- | 0.1518 | 9.7476 | 1004 | 0.4900 | 0.6542 | 0.4900 | 0.7000 |
554
- | 0.1518 | 9.7670 | 1006 | 0.4387 | 0.6668 | 0.4387 | 0.6624 |
555
- | 0.1518 | 9.7864 | 1008 | 0.4901 | 0.6638 | 0.4901 | 0.7000 |
556
- | 0.1518 | 9.8058 | 1010 | 0.5454 | 0.6325 | 0.5454 | 0.7385 |
557
- | 0.1518 | 9.8252 | 1012 | 0.5229 | 0.6341 | 0.5229 | 0.7232 |
558
- | 0.1518 | 9.8447 | 1014 | 0.4573 | 0.6574 | 0.4573 | 0.6762 |
559
- | 0.1518 | 9.8641 | 1016 | 0.4097 | 0.6767 | 0.4097 | 0.6401 |
560
- | 0.1518 | 9.8835 | 1018 | 0.4227 | 0.6644 | 0.4227 | 0.6502 |
561
- | 0.1518 | 9.9029 | 1020 | 0.5549 | 0.6615 | 0.5549 | 0.7449 |
562
- | 0.1518 | 9.9223 | 1022 | 0.6504 | 0.6186 | 0.6504 | 0.8064 |
563
- | 0.1518 | 9.9417 | 1024 | 0.5555 | 0.6566 | 0.5555 | 0.7453 |
564
- | 0.1518 | 9.9612 | 1026 | 0.4410 | 0.7077 | 0.4410 | 0.6641 |
565
- | 0.1518 | 9.9806 | 1028 | 0.4302 | 0.7344 | 0.4302 | 0.6559 |
566
- | 0.1518 | 10.0 | 1030 | 0.4187 | 0.7000 | 0.4187 | 0.6471 |
567
- | 0.1518 | 10.0194 | 1032 | 0.4350 | 0.6815 | 0.4350 | 0.6595 |
568
- | 0.1518 | 10.0388 | 1034 | 0.4556 | 0.6599 | 0.4556 | 0.6750 |
569
- | 0.1518 | 10.0583 | 1036 | 0.4838 | 0.6331 | 0.4838 | 0.6955 |
570
- | 0.1518 | 10.0777 | 1038 | 0.4477 | 0.6458 | 0.4477 | 0.6691 |
571
- | 0.1518 | 10.0971 | 1040 | 0.4375 | 0.6694 | 0.4375 | 0.6615 |
572
- | 0.1518 | 10.1165 | 1042 | 0.4221 | 0.6869 | 0.4221 | 0.6497 |
573
- | 0.1518 | 10.1359 | 1044 | 0.4580 | 0.6567 | 0.4580 | 0.6768 |
574
- | 0.1518 | 10.1553 | 1046 | 0.4368 | 0.6818 | 0.4368 | 0.6609 |
575
- | 0.1518 | 10.1748 | 1048 | 0.4141 | 0.7132 | 0.4141 | 0.6435 |
576
- | 0.1518 | 10.1942 | 1050 | 0.4483 | 0.7089 | 0.4483 | 0.6696 |
577
- | 0.1518 | 10.2136 | 1052 | 0.5123 | 0.6766 | 0.5123 | 0.7158 |
578
- | 0.1518 | 10.2330 | 1054 | 0.5537 | 0.6472 | 0.5537 | 0.7441 |
579
- | 0.1518 | 10.2524 | 1056 | 0.4905 | 0.6374 | 0.4905 | 0.7004 |
580
- | 0.1518 | 10.2718 | 1058 | 0.4197 | 0.6871 | 0.4197 | 0.6479 |
581
- | 0.1518 | 10.2913 | 1060 | 0.4062 | 0.6670 | 0.4062 | 0.6374 |
582
- | 0.1518 | 10.3107 | 1062 | 0.4586 | 0.6469 | 0.4586 | 0.6772 |
583
- | 0.1518 | 10.3301 | 1064 | 0.4943 | 0.6301 | 0.4943 | 0.7031 |
584
- | 0.1518 | 10.3495 | 1066 | 0.4680 | 0.6425 | 0.4680 | 0.6841 |
585
- | 0.1518 | 10.3689 | 1068 | 0.4635 | 0.6619 | 0.4635 | 0.6808 |
586
- | 0.1518 | 10.3883 | 1070 | 0.5591 | 0.6091 | 0.5591 | 0.7477 |
587
- | 0.1518 | 10.4078 | 1072 | 0.5697 | 0.6209 | 0.5697 | 0.7548 |
588
- | 0.1518 | 10.4272 | 1074 | 0.4744 | 0.6786 | 0.4744 | 0.6888 |
589
- | 0.1518 | 10.4466 | 1076 | 0.4836 | 0.6698 | 0.4836 | 0.6954 |
590
- | 0.1518 | 10.4660 | 1078 | 0.6456 | 0.6211 | 0.6456 | 0.8035 |
591
- | 0.1518 | 10.4854 | 1080 | 0.6846 | 0.6007 | 0.6846 | 0.8274 |
592
- | 0.1518 | 10.5049 | 1082 | 0.5152 | 0.6832 | 0.5152 | 0.7178 |
593
- | 0.1518 | 10.5243 | 1084 | 0.4160 | 0.6578 | 0.4160 | 0.6450 |
594
- | 0.1518 | 10.5437 | 1086 | 0.4082 | 0.6488 | 0.4082 | 0.6389 |
595
- | 0.1518 | 10.5631 | 1088 | 0.4504 | 0.6195 | 0.4504 | 0.6711 |
596
- | 0.1518 | 10.5825 | 1090 | 0.5375 | 0.6203 | 0.5375 | 0.7331 |
597
- | 0.1518 | 10.6019 | 1092 | 0.5486 | 0.6120 | 0.5486 | 0.7407 |
598
 
599
 
600
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask3_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_TestTask3_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: 0.5050
19
+ - Qwk: 0.6388
20
+ - Mse: 0.5050
21
+ - Rmse: 0.7106
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0194 | 2 | 4.4958 | -0.0054 | 4.4958 | 2.1203 |
53
+ | No log | 0.0388 | 4 | 2.8399 | 0.0632 | 2.8400 | 1.6852 |
54
+ | No log | 0.0583 | 6 | 2.0492 | 0.0432 | 2.0492 | 1.4315 |
55
+ | No log | 0.0777 | 8 | 1.0146 | 0.1781 | 1.0146 | 1.0073 |
56
+ | No log | 0.0971 | 10 | 0.8743 | 0.0522 | 0.8743 | 0.9350 |
57
+ | No log | 0.1165 | 12 | 0.9642 | 0.0731 | 0.9642 | 0.9819 |
58
+ | No log | 0.1359 | 14 | 0.9471 | 0.1030 | 0.9471 | 0.9732 |
59
+ | No log | 0.1553 | 16 | 0.8465 | 0.0674 | 0.8465 | 0.9201 |
60
+ | No log | 0.1748 | 18 | 0.8455 | 0.2360 | 0.8455 | 0.9195 |
61
+ | No log | 0.1942 | 20 | 0.8698 | 0.1910 | 0.8698 | 0.9326 |
62
+ | No log | 0.2136 | 22 | 0.7840 | 0.3570 | 0.7840 | 0.8855 |
63
+ | No log | 0.2330 | 24 | 0.6955 | 0.3456 | 0.6955 | 0.8340 |
64
+ | No log | 0.2524 | 26 | 0.6584 | 0.3346 | 0.6584 | 0.8114 |
65
+ | No log | 0.2718 | 28 | 0.6445 | 0.3874 | 0.6445 | 0.8028 |
66
+ | No log | 0.2913 | 30 | 0.7288 | 0.3786 | 0.7288 | 0.8537 |
67
+ | No log | 0.3107 | 32 | 0.6198 | 0.4433 | 0.6198 | 0.7873 |
68
+ | No log | 0.3301 | 34 | 0.6510 | 0.3971 | 0.6510 | 0.8068 |
69
+ | No log | 0.3495 | 36 | 0.7866 | 0.2753 | 0.7866 | 0.8869 |
70
+ | No log | 0.3689 | 38 | 0.7707 | 0.2445 | 0.7707 | 0.8779 |
71
+ | No log | 0.3883 | 40 | 0.7219 | 0.2483 | 0.7219 | 0.8496 |
72
+ | No log | 0.4078 | 42 | 0.6840 | 0.2715 | 0.6840 | 0.8270 |
73
+ | No log | 0.4272 | 44 | 0.6243 | 0.3506 | 0.6243 | 0.7901 |
74
+ | No log | 0.4466 | 46 | 0.6064 | 0.4378 | 0.6064 | 0.7787 |
75
+ | No log | 0.4660 | 48 | 0.7324 | 0.3871 | 0.7324 | 0.8558 |
76
+ | No log | 0.4854 | 50 | 0.7590 | 0.4165 | 0.7590 | 0.8712 |
77
+ | No log | 0.5049 | 52 | 0.6698 | 0.4281 | 0.6698 | 0.8184 |
78
+ | No log | 0.5243 | 54 | 0.5848 | 0.5165 | 0.5848 | 0.7647 |
79
+ | No log | 0.5437 | 56 | 0.5371 | 0.5142 | 0.5371 | 0.7329 |
80
+ | No log | 0.5631 | 58 | 0.5849 | 0.5200 | 0.5849 | 0.7648 |
81
+ | No log | 0.5825 | 60 | 0.6442 | 0.4371 | 0.6442 | 0.8026 |
82
+ | No log | 0.6019 | 62 | 0.9557 | 0.4008 | 0.9557 | 0.9776 |
83
+ | No log | 0.6214 | 64 | 1.0889 | 0.2727 | 1.0889 | 1.0435 |
84
+ | No log | 0.6408 | 66 | 0.6953 | 0.4244 | 0.6953 | 0.8338 |
85
+ | No log | 0.6602 | 68 | 0.6924 | 0.4619 | 0.6924 | 0.8321 |
86
+ | No log | 0.6796 | 70 | 0.6382 | 0.5098 | 0.6382 | 0.7989 |
87
+ | No log | 0.6990 | 72 | 0.5425 | 0.4735 | 0.5425 | 0.7365 |
88
+ | No log | 0.7184 | 74 | 0.5192 | 0.4607 | 0.5192 | 0.7205 |
89
+ | No log | 0.7379 | 76 | 0.5212 | 0.4788 | 0.5212 | 0.7220 |
90
+ | No log | 0.7573 | 78 | 0.5332 | 0.5214 | 0.5332 | 0.7302 |
91
+ | No log | 0.7767 | 80 | 0.5601 | 0.5618 | 0.5601 | 0.7484 |
92
+ | No log | 0.7961 | 82 | 0.5769 | 0.5551 | 0.5769 | 0.7596 |
93
+ | No log | 0.8155 | 84 | 0.5894 | 0.5560 | 0.5894 | 0.7677 |
94
+ | No log | 0.8350 | 86 | 0.5840 | 0.5721 | 0.5840 | 0.7642 |
95
+ | No log | 0.8544 | 88 | 0.5514 | 0.5598 | 0.5514 | 0.7426 |
96
+ | No log | 0.8738 | 90 | 0.4947 | 0.5869 | 0.4947 | 0.7033 |
97
+ | No log | 0.8932 | 92 | 0.5546 | 0.5485 | 0.5546 | 0.7447 |
98
+ | No log | 0.9126 | 94 | 0.7507 | 0.5026 | 0.7507 | 0.8664 |
99
+ | No log | 0.9320 | 96 | 0.7871 | 0.4804 | 0.7871 | 0.8872 |
100
+ | No log | 0.9515 | 98 | 0.6626 | 0.5148 | 0.6626 | 0.8140 |
101
+ | No log | 0.9709 | 100 | 0.5060 | 0.5515 | 0.5060 | 0.7113 |
102
+ | No log | 0.9903 | 102 | 0.4975 | 0.5359 | 0.4975 | 0.7053 |
103
+ | No log | 1.0097 | 104 | 0.5151 | 0.5382 | 0.5151 | 0.7177 |
104
+ | No log | 1.0291 | 106 | 0.5037 | 0.5549 | 0.5037 | 0.7097 |
105
+ | No log | 1.0485 | 108 | 0.4868 | 0.5352 | 0.4868 | 0.6977 |
106
+ | No log | 1.0680 | 110 | 0.5307 | 0.5106 | 0.5307 | 0.7285 |
107
+ | No log | 1.0874 | 112 | 0.6088 | 0.4733 | 0.6088 | 0.7802 |
108
+ | No log | 1.1068 | 114 | 0.6111 | 0.4514 | 0.6111 | 0.7817 |
109
+ | No log | 1.1262 | 116 | 0.5144 | 0.5564 | 0.5144 | 0.7172 |
110
+ | No log | 1.1456 | 118 | 0.5435 | 0.6125 | 0.5435 | 0.7372 |
111
+ | No log | 1.1650 | 120 | 0.5623 | 0.6177 | 0.5623 | 0.7499 |
112
+ | No log | 1.1845 | 122 | 0.5214 | 0.6299 | 0.5214 | 0.7221 |
113
+ | No log | 1.2039 | 124 | 0.4744 | 0.6525 | 0.4744 | 0.6888 |
114
+ | No log | 1.2233 | 126 | 0.5206 | 0.5802 | 0.5206 | 0.7215 |
115
+ | No log | 1.2427 | 128 | 0.5934 | 0.5675 | 0.5934 | 0.7704 |
116
+ | No log | 1.2621 | 130 | 0.5992 | 0.5547 | 0.5992 | 0.7741 |
117
+ | No log | 1.2816 | 132 | 0.5674 | 0.5467 | 0.5674 | 0.7533 |
118
+ | No log | 1.3010 | 134 | 0.5073 | 0.5152 | 0.5073 | 0.7122 |
119
+ | No log | 1.3204 | 136 | 0.4940 | 0.4931 | 0.4940 | 0.7028 |
120
+ | No log | 1.3398 | 138 | 0.4989 | 0.4847 | 0.4989 | 0.7063 |
121
+ | No log | 1.3592 | 140 | 0.4956 | 0.4994 | 0.4956 | 0.7040 |
122
+ | No log | 1.3786 | 142 | 0.4885 | 0.5125 | 0.4885 | 0.6989 |
123
+ | No log | 1.3981 | 144 | 0.5323 | 0.5411 | 0.5323 | 0.7296 |
124
+ | No log | 1.4175 | 146 | 0.5005 | 0.5602 | 0.5005 | 0.7075 |
125
+ | No log | 1.4369 | 148 | 0.5627 | 0.5741 | 0.5627 | 0.7502 |
126
+ | No log | 1.4563 | 150 | 0.5728 | 0.5855 | 0.5728 | 0.7568 |
127
+ | No log | 1.4757 | 152 | 0.4657 | 0.5763 | 0.4657 | 0.6825 |
128
+ | No log | 1.4951 | 154 | 0.5116 | 0.5453 | 0.5116 | 0.7152 |
129
+ | No log | 1.5146 | 156 | 0.5325 | 0.5218 | 0.5325 | 0.7297 |
130
+ | No log | 1.5340 | 158 | 0.4948 | 0.5313 | 0.4948 | 0.7034 |
131
+ | No log | 1.5534 | 160 | 0.4579 | 0.5544 | 0.4579 | 0.6767 |
132
+ | No log | 1.5728 | 162 | 0.4733 | 0.5585 | 0.4733 | 0.6880 |
133
+ | No log | 1.5922 | 164 | 0.4838 | 0.5822 | 0.4838 | 0.6956 |
134
+ | No log | 1.6117 | 166 | 0.5149 | 0.4992 | 0.5149 | 0.7176 |
135
+ | No log | 1.6311 | 168 | 0.5182 | 0.4799 | 0.5182 | 0.7198 |
136
+ | No log | 1.6505 | 170 | 0.5268 | 0.4936 | 0.5268 | 0.7258 |
137
+ | No log | 1.6699 | 172 | 0.5511 | 0.4595 | 0.5511 | 0.7424 |
138
+ | No log | 1.6893 | 174 | 0.5443 | 0.5198 | 0.5443 | 0.7378 |
139
+ | No log | 1.7087 | 176 | 0.4901 | 0.5492 | 0.4901 | 0.7000 |
140
+ | No log | 1.7282 | 178 | 0.4410 | 0.6320 | 0.4410 | 0.6641 |
141
+ | No log | 1.7476 | 180 | 0.4296 | 0.6773 | 0.4296 | 0.6554 |
142
+ | No log | 1.7670 | 182 | 0.4177 | 0.6817 | 0.4177 | 0.6463 |
143
+ | No log | 1.7864 | 184 | 0.4209 | 0.6689 | 0.4209 | 0.6488 |
144
+ | No log | 1.8058 | 186 | 0.4218 | 0.6183 | 0.4218 | 0.6495 |
145
+ | No log | 1.8252 | 188 | 0.4300 | 0.5992 | 0.4300 | 0.6557 |
146
+ | No log | 1.8447 | 190 | 0.4309 | 0.6071 | 0.4309 | 0.6564 |
147
+ | No log | 1.8641 | 192 | 0.4526 | 0.6081 | 0.4526 | 0.6728 |
148
+ | No log | 1.8835 | 194 | 0.5053 | 0.5784 | 0.5053 | 0.7108 |
149
+ | No log | 1.9029 | 196 | 0.5081 | 0.5747 | 0.5081 | 0.7128 |
150
+ | No log | 1.9223 | 198 | 0.4881 | 0.5703 | 0.4881 | 0.6986 |
151
+ | No log | 1.9417 | 200 | 0.4569 | 0.6133 | 0.4569 | 0.6759 |
152
+ | No log | 1.9612 | 202 | 0.4319 | 0.6142 | 0.4319 | 0.6572 |
153
+ | No log | 1.9806 | 204 | 0.6164 | 0.5722 | 0.6164 | 0.7851 |
154
+ | No log | 2.0 | 206 | 0.8501 | 0.4543 | 0.8501 | 0.9220 |
155
+ | No log | 2.0194 | 208 | 0.7737 | 0.4693 | 0.7737 | 0.8796 |
156
+ | No log | 2.0388 | 210 | 0.5631 | 0.5789 | 0.5631 | 0.7504 |
157
+ | No log | 2.0583 | 212 | 0.4497 | 0.5340 | 0.4497 | 0.6706 |
158
+ | No log | 2.0777 | 214 | 0.5325 | 0.5330 | 0.5325 | 0.7297 |
159
+ | No log | 2.0971 | 216 | 0.7568 | 0.5191 | 0.7568 | 0.8700 |
160
+ | No log | 2.1165 | 218 | 0.8074 | 0.4815 | 0.8074 | 0.8986 |
161
+ | No log | 2.1359 | 220 | 0.6871 | 0.5016 | 0.6871 | 0.8289 |
162
+ | No log | 2.1553 | 222 | 0.5349 | 0.4322 | 0.5349 | 0.7314 |
163
+ | No log | 2.1748 | 224 | 0.4901 | 0.5621 | 0.4901 | 0.7001 |
164
+ | No log | 2.1942 | 226 | 0.5555 | 0.5975 | 0.5555 | 0.7453 |
165
+ | No log | 2.2136 | 228 | 0.5969 | 0.6104 | 0.5969 | 0.7726 |
166
+ | No log | 2.2330 | 230 | 0.5575 | 0.6056 | 0.5575 | 0.7467 |
167
+ | No log | 2.2524 | 232 | 0.4848 | 0.6122 | 0.4848 | 0.6963 |
168
+ | No log | 2.2718 | 234 | 0.4750 | 0.6721 | 0.4750 | 0.6892 |
169
+ | No log | 2.2913 | 236 | 0.5288 | 0.6571 | 0.5288 | 0.7272 |
170
+ | No log | 2.3107 | 238 | 0.5059 | 0.6639 | 0.5059 | 0.7113 |
171
+ | No log | 2.3301 | 240 | 0.4517 | 0.6786 | 0.4517 | 0.6721 |
172
+ | No log | 2.3495 | 242 | 0.4373 | 0.6496 | 0.4373 | 0.6613 |
173
+ | No log | 2.3689 | 244 | 0.4381 | 0.6123 | 0.4381 | 0.6619 |
174
+ | No log | 2.3883 | 246 | 0.4418 | 0.6006 | 0.4418 | 0.6647 |
175
+ | No log | 2.4078 | 248 | 0.4434 | 0.6168 | 0.4434 | 0.6659 |
176
+ | No log | 2.4272 | 250 | 0.4445 | 0.6102 | 0.4445 | 0.6667 |
177
+ | No log | 2.4466 | 252 | 0.4774 | 0.6068 | 0.4774 | 0.6909 |
178
+ | No log | 2.4660 | 254 | 0.5018 | 0.6286 | 0.5018 | 0.7084 |
179
+ | No log | 2.4854 | 256 | 0.4570 | 0.6162 | 0.4570 | 0.6760 |
180
+ | No log | 2.5049 | 258 | 0.4713 | 0.6317 | 0.4713 | 0.6865 |
181
+ | No log | 2.5243 | 260 | 0.5186 | 0.6254 | 0.5186 | 0.7201 |
182
+ | No log | 2.5437 | 262 | 0.4872 | 0.6072 | 0.4872 | 0.6980 |
183
+ | No log | 2.5631 | 264 | 0.4487 | 0.5832 | 0.4487 | 0.6699 |
184
+ | No log | 2.5825 | 266 | 0.4877 | 0.5988 | 0.4877 | 0.6984 |
185
+ | No log | 2.6019 | 268 | 0.4826 | 0.6080 | 0.4826 | 0.6947 |
186
+ | No log | 2.6214 | 270 | 0.4545 | 0.6138 | 0.4545 | 0.6741 |
187
+ | No log | 2.6408 | 272 | 0.4594 | 0.6375 | 0.4594 | 0.6778 |
188
+ | No log | 2.6602 | 274 | 0.5037 | 0.6361 | 0.5037 | 0.7098 |
189
+ | No log | 2.6796 | 276 | 0.5077 | 0.6251 | 0.5077 | 0.7126 |
190
+ | No log | 2.6990 | 278 | 0.5416 | 0.5944 | 0.5416 | 0.7359 |
191
+ | No log | 2.7184 | 280 | 0.5526 | 0.6020 | 0.5526 | 0.7433 |
192
+ | No log | 2.7379 | 282 | 0.6806 | 0.5587 | 0.6806 | 0.8250 |
193
+ | No log | 2.7573 | 284 | 0.8355 | 0.4975 | 0.8355 | 0.9141 |
194
+ | No log | 2.7767 | 286 | 0.6697 | 0.5602 | 0.6697 | 0.8183 |
195
+ | No log | 2.7961 | 288 | 0.4729 | 0.5790 | 0.4729 | 0.6877 |
196
+ | No log | 2.8155 | 290 | 0.4770 | 0.5841 | 0.4770 | 0.6906 |
197
+ | No log | 2.8350 | 292 | 0.4682 | 0.5956 | 0.4682 | 0.6842 |
198
+ | No log | 2.8544 | 294 | 0.4358 | 0.6029 | 0.4358 | 0.6602 |
199
+ | No log | 2.8738 | 296 | 0.4725 | 0.6537 | 0.4725 | 0.6874 |
200
+ | No log | 2.8932 | 298 | 0.5135 | 0.6362 | 0.5135 | 0.7166 |
201
+ | No log | 2.9126 | 300 | 0.6390 | 0.5997 | 0.6390 | 0.7994 |
202
+ | No log | 2.9320 | 302 | 0.6028 | 0.5982 | 0.6028 | 0.7764 |
203
+ | No log | 2.9515 | 304 | 0.5170 | 0.6442 | 0.5170 | 0.7190 |
204
+ | No log | 2.9709 | 306 | 0.4497 | 0.6797 | 0.4497 | 0.6706 |
205
+ | No log | 2.9903 | 308 | 0.4756 | 0.6758 | 0.4756 | 0.6896 |
206
+ | No log | 3.0097 | 310 | 0.4850 | 0.6734 | 0.4850 | 0.6964 |
207
+ | No log | 3.0291 | 312 | 0.4332 | 0.7015 | 0.4332 | 0.6581 |
208
+ | No log | 3.0485 | 314 | 0.4305 | 0.6791 | 0.4305 | 0.6562 |
209
+ | No log | 3.0680 | 316 | 0.4532 | 0.6397 | 0.4532 | 0.6732 |
210
+ | No log | 3.0874 | 318 | 0.5196 | 0.6052 | 0.5196 | 0.7209 |
211
+ | No log | 3.1068 | 320 | 0.5167 | 0.6350 | 0.5167 | 0.7188 |
212
+ | No log | 3.1262 | 322 | 0.4659 | 0.6638 | 0.4659 | 0.6825 |
213
+ | No log | 3.1456 | 324 | 0.5404 | 0.6822 | 0.5404 | 0.7351 |
214
+ | No log | 3.1650 | 326 | 0.6646 | 0.6296 | 0.6646 | 0.8152 |
215
+ | No log | 3.1845 | 328 | 0.5680 | 0.6739 | 0.5680 | 0.7536 |
216
+ | No log | 3.2039 | 330 | 0.4731 | 0.6804 | 0.4731 | 0.6878 |
217
+ | No log | 3.2233 | 332 | 0.4573 | 0.6765 | 0.4573 | 0.6762 |
218
+ | No log | 3.2427 | 334 | 0.4476 | 0.6844 | 0.4476 | 0.6690 |
219
+ | No log | 3.2621 | 336 | 0.4533 | 0.6286 | 0.4533 | 0.6733 |
220
+ | No log | 3.2816 | 338 | 0.4637 | 0.6082 | 0.4637 | 0.6809 |
221
+ | No log | 3.3010 | 340 | 0.4517 | 0.6014 | 0.4517 | 0.6721 |
222
+ | No log | 3.3204 | 342 | 0.4326 | 0.6180 | 0.4326 | 0.6577 |
223
+ | No log | 3.3398 | 344 | 0.4315 | 0.6279 | 0.4315 | 0.6569 |
224
+ | No log | 3.3592 | 346 | 0.4458 | 0.6420 | 0.4458 | 0.6677 |
225
+ | No log | 3.3786 | 348 | 0.4690 | 0.6666 | 0.4690 | 0.6848 |
226
+ | No log | 3.3981 | 350 | 0.4806 | 0.6448 | 0.4806 | 0.6932 |
227
+ | No log | 3.4175 | 352 | 0.5170 | 0.6379 | 0.5170 | 0.7190 |
228
+ | No log | 3.4369 | 354 | 0.4806 | 0.6654 | 0.4806 | 0.6933 |
229
+ | No log | 3.4563 | 356 | 0.4732 | 0.6681 | 0.4732 | 0.6879 |
230
+ | No log | 3.4757 | 358 | 0.5117 | 0.6667 | 0.5117 | 0.7153 |
231
+ | No log | 3.4951 | 360 | 0.5516 | 0.6373 | 0.5516 | 0.7427 |
232
+ | No log | 3.5146 | 362 | 0.5029 | 0.6785 | 0.5029 | 0.7092 |
233
+ | No log | 3.5340 | 364 | 0.4840 | 0.6704 | 0.4840 | 0.6957 |
234
+ | No log | 3.5534 | 366 | 0.4811 | 0.6632 | 0.4811 | 0.6936 |
235
+ | No log | 3.5728 | 368 | 0.4552 | 0.6754 | 0.4552 | 0.6747 |
236
+ | No log | 3.5922 | 370 | 0.4926 | 0.6597 | 0.4926 | 0.7019 |
237
+ | No log | 3.6117 | 372 | 0.5373 | 0.6201 | 0.5373 | 0.7330 |
238
+ | No log | 3.6311 | 374 | 0.4582 | 0.6494 | 0.4582 | 0.6769 |
239
+ | No log | 3.6505 | 376 | 0.4345 | 0.6266 | 0.4345 | 0.6591 |
240
+ | No log | 3.6699 | 378 | 0.4514 | 0.6481 | 0.4514 | 0.6718 |
241
+ | No log | 3.6893 | 380 | 0.4259 | 0.6555 | 0.4259 | 0.6526 |
242
+ | No log | 3.7087 | 382 | 0.4435 | 0.6324 | 0.4435 | 0.6659 |
243
+ | No log | 3.7282 | 384 | 0.4980 | 0.6005 | 0.4980 | 0.7057 |
244
+ | No log | 3.7476 | 386 | 0.5246 | 0.5781 | 0.5246 | 0.7243 |
245
+ | No log | 3.7670 | 388 | 0.5137 | 0.6005 | 0.5137 | 0.7167 |
246
+ | No log | 3.7864 | 390 | 0.4879 | 0.6187 | 0.4879 | 0.6985 |
247
+ | No log | 3.8058 | 392 | 0.4636 | 0.6286 | 0.4636 | 0.6809 |
248
+ | No log | 3.8252 | 394 | 0.5034 | 0.6423 | 0.5034 | 0.7095 |
249
+ | No log | 3.8447 | 396 | 0.4766 | 0.6808 | 0.4766 | 0.6903 |
250
+ | No log | 3.8641 | 398 | 0.4831 | 0.6839 | 0.4831 | 0.6950 |
251
+ | No log | 3.8835 | 400 | 0.4835 | 0.6667 | 0.4835 | 0.6954 |
252
+ | No log | 3.9029 | 402 | 0.5050 | 0.6721 | 0.5050 | 0.7106 |
253
+ | No log | 3.9223 | 404 | 0.4925 | 0.6705 | 0.4925 | 0.7018 |
254
+ | No log | 3.9417 | 406 | 0.4879 | 0.6676 | 0.4879 | 0.6985 |
255
+ | No log | 3.9612 | 408 | 0.4908 | 0.6822 | 0.4908 | 0.7006 |
256
+ | No log | 3.9806 | 410 | 0.5374 | 0.6488 | 0.5374 | 0.7331 |
257
+ | No log | 4.0 | 412 | 0.5310 | 0.6501 | 0.5310 | 0.7287 |
258
+ | No log | 4.0194 | 414 | 0.4549 | 0.6461 | 0.4549 | 0.6745 |
259
+ | No log | 4.0388 | 416 | 0.4468 | 0.6267 | 0.4468 | 0.6684 |
260
+ | No log | 4.0583 | 418 | 0.4430 | 0.5915 | 0.4430 | 0.6655 |
261
+ | No log | 4.0777 | 420 | 0.4459 | 0.5651 | 0.4459 | 0.6677 |
262
+ | No log | 4.0971 | 422 | 0.4541 | 0.5481 | 0.4541 | 0.6739 |
263
+ | No log | 4.1165 | 424 | 0.4526 | 0.5602 | 0.4526 | 0.6728 |
264
+ | No log | 4.1359 | 426 | 0.4722 | 0.5774 | 0.4722 | 0.6872 |
265
+ | No log | 4.1553 | 428 | 0.6988 | 0.5372 | 0.6988 | 0.8359 |
266
+ | No log | 4.1748 | 430 | 0.8622 | 0.4653 | 0.8622 | 0.9285 |
267
+ | No log | 4.1942 | 432 | 0.7340 | 0.5406 | 0.7340 | 0.8567 |
268
+ | No log | 4.2136 | 434 | 0.4878 | 0.6419 | 0.4878 | 0.6985 |
269
+ | No log | 4.2330 | 436 | 0.4610 | 0.6468 | 0.4610 | 0.6790 |
270
+ | No log | 4.2524 | 438 | 0.4632 | 0.6495 | 0.4632 | 0.6806 |
271
+ | No log | 4.2718 | 440 | 0.4603 | 0.6626 | 0.4603 | 0.6785 |
272
+ | No log | 4.2913 | 442 | 0.5304 | 0.6344 | 0.5304 | 0.7283 |
273
+ | No log | 4.3107 | 444 | 0.5418 | 0.6286 | 0.5418 | 0.7361 |
274
+ | No log | 4.3301 | 446 | 0.5305 | 0.6368 | 0.5305 | 0.7284 |
275
+ | No log | 4.3495 | 448 | 0.4593 | 0.6236 | 0.4593 | 0.6777 |
276
+ | No log | 4.3689 | 450 | 0.4555 | 0.6377 | 0.4555 | 0.6749 |
277
+ | No log | 4.3883 | 452 | 0.5180 | 0.6038 | 0.5180 | 0.7197 |
278
+ | No log | 4.4078 | 454 | 0.4978 | 0.6064 | 0.4978 | 0.7055 |
279
+ | No log | 4.4272 | 456 | 0.4560 | 0.5912 | 0.4560 | 0.6753 |
280
+ | No log | 4.4466 | 458 | 0.4670 | 0.6098 | 0.4670 | 0.6833 |
281
+ | No log | 4.4660 | 460 | 0.6078 | 0.5679 | 0.6078 | 0.7796 |
282
+ | No log | 4.4854 | 462 | 0.6994 | 0.5322 | 0.6994 | 0.8363 |
283
+ | No log | 4.5049 | 464 | 0.6315 | 0.5577 | 0.6315 | 0.7946 |
284
+ | No log | 4.5243 | 466 | 0.4563 | 0.6618 | 0.4563 | 0.6755 |
285
+ | No log | 4.5437 | 468 | 0.5292 | 0.6129 | 0.5292 | 0.7274 |
286
+ | No log | 4.5631 | 470 | 0.5866 | 0.6131 | 0.5866 | 0.7659 |
287
+ | No log | 4.5825 | 472 | 0.5202 | 0.6108 | 0.5202 | 0.7212 |
288
+ | No log | 4.6019 | 474 | 0.4445 | 0.6544 | 0.4445 | 0.6667 |
289
+ | No log | 4.6214 | 476 | 0.5006 | 0.6525 | 0.5006 | 0.7075 |
290
+ | No log | 4.6408 | 478 | 0.6743 | 0.5945 | 0.6743 | 0.8212 |
291
+ | No log | 4.6602 | 480 | 0.6505 | 0.6253 | 0.6505 | 0.8065 |
292
+ | No log | 4.6796 | 482 | 0.5127 | 0.6594 | 0.5127 | 0.7160 |
293
+ | No log | 4.6990 | 484 | 0.4683 | 0.6892 | 0.4683 | 0.6843 |
294
+ | No log | 4.7184 | 486 | 0.4658 | 0.6860 | 0.4658 | 0.6825 |
295
+ | No log | 4.7379 | 488 | 0.4719 | 0.7040 | 0.4719 | 0.6869 |
296
+ | No log | 4.7573 | 490 | 0.4956 | 0.6766 | 0.4956 | 0.7040 |
297
+ | No log | 4.7767 | 492 | 0.4558 | 0.6952 | 0.4558 | 0.6751 |
298
+ | No log | 4.7961 | 494 | 0.4468 | 0.6675 | 0.4468 | 0.6684 |
299
+ | No log | 4.8155 | 496 | 0.4420 | 0.6489 | 0.4420 | 0.6648 |
300
+ | No log | 4.8350 | 498 | 0.4432 | 0.6464 | 0.4432 | 0.6657 |
301
+ | 0.5312 | 4.8544 | 500 | 0.4697 | 0.6813 | 0.4697 | 0.6854 |
302
+ | 0.5312 | 4.8738 | 502 | 0.4974 | 0.6776 | 0.4974 | 0.7053 |
303
+ | 0.5312 | 4.8932 | 504 | 0.4744 | 0.6632 | 0.4744 | 0.6888 |
304
+ | 0.5312 | 4.9126 | 506 | 0.4616 | 0.6845 | 0.4616 | 0.6794 |
305
+ | 0.5312 | 4.9320 | 508 | 0.6031 | 0.6234 | 0.6031 | 0.7766 |
306
+ | 0.5312 | 4.9515 | 510 | 0.7222 | 0.6037 | 0.7222 | 0.8498 |
307
+ | 0.5312 | 4.9709 | 512 | 0.5891 | 0.6259 | 0.5891 | 0.7676 |
308
+ | 0.5312 | 4.9903 | 514 | 0.4215 | 0.6631 | 0.4215 | 0.6493 |
309
+ | 0.5312 | 5.0097 | 516 | 0.5050 | 0.6388 | 0.5050 | 0.7106 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
310
 
311
 
312
  ### Framework versions