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Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask4_development

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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_TestTask4_style
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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_TestTask4_style
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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: 0.4517
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- - Qwk: 0.6452
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- - Mse: 0.4517
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- - Rmse: 0.6721
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  ## Model description
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@@ -47,284 +47,513 @@ 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 | 0.0187 | 2 | 4.5724 | 0.0052 | 4.5724 | 2.1383 |
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- | No log | 0.0374 | 4 | 3.2799 | 0.0572 | 3.2799 | 1.8111 |
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- | No log | 0.0561 | 6 | 1.7337 | 0.1198 | 1.7337 | 1.3167 |
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- | No log | 0.0748 | 8 | 0.9329 | 0.1454 | 0.9329 | 0.9659 |
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- | No log | 0.0935 | 10 | 0.8469 | 0.1777 | 0.8469 | 0.9203 |
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- | No log | 0.1121 | 12 | 0.8422 | 0.1185 | 0.8422 | 0.9177 |
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- | No log | 0.1308 | 14 | 0.8892 | 0.1323 | 0.8892 | 0.9430 |
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- | No log | 0.1495 | 16 | 0.8657 | 0.1463 | 0.8657 | 0.9304 |
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- | No log | 0.1682 | 18 | 0.8127 | 0.2115 | 0.8127 | 0.9015 |
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- | No log | 0.1869 | 20 | 0.7497 | 0.2037 | 0.7497 | 0.8659 |
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- | No log | 0.2056 | 22 | 0.6409 | 0.3286 | 0.6409 | 0.8006 |
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- | No log | 0.2243 | 24 | 0.6263 | 0.3744 | 0.6263 | 0.7914 |
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- | No log | 0.2430 | 26 | 0.6386 | 0.4394 | 0.6386 | 0.7991 |
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- | No log | 0.2617 | 28 | 0.6057 | 0.4083 | 0.6057 | 0.7783 |
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- | No log | 0.2804 | 30 | 0.6045 | 0.3670 | 0.6045 | 0.7775 |
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- | No log | 0.2991 | 32 | 0.6473 | 0.3126 | 0.6473 | 0.8045 |
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- | No log | 0.3178 | 34 | 0.6536 | 0.3038 | 0.6536 | 0.8084 |
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- | No log | 0.3364 | 36 | 0.6845 | 0.2931 | 0.6845 | 0.8273 |
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- | No log | 0.3551 | 38 | 0.6419 | 0.2884 | 0.6419 | 0.8012 |
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- | No log | 0.3738 | 40 | 0.6578 | 0.2791 | 0.6578 | 0.8110 |
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- | No log | 0.3925 | 42 | 0.6052 | 0.3100 | 0.6052 | 0.7779 |
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- | No log | 0.4112 | 44 | 0.5540 | 0.3578 | 0.5540 | 0.7443 |
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- | No log | 0.4299 | 46 | 0.5837 | 0.3666 | 0.5837 | 0.7640 |
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- | No log | 0.4486 | 48 | 0.6072 | 0.3650 | 0.6072 | 0.7793 |
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- | No log | 0.4673 | 50 | 0.5897 | 0.3845 | 0.5897 | 0.7679 |
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- | No log | 0.4860 | 52 | 0.5447 | 0.4350 | 0.5447 | 0.7380 |
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- | No log | 0.5047 | 54 | 0.4780 | 0.5102 | 0.4780 | 0.6914 |
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- | No log | 0.5234 | 56 | 0.4895 | 0.5333 | 0.4895 | 0.6997 |
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- | No log | 0.5421 | 58 | 0.5694 | 0.4410 | 0.5694 | 0.7546 |
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- | No log | 0.5607 | 60 | 0.7398 | 0.2825 | 0.7398 | 0.8601 |
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- | No log | 0.5794 | 62 | 0.7281 | 0.3123 | 0.7281 | 0.8533 |
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- | No log | 0.5981 | 64 | 0.6619 | 0.4145 | 0.6619 | 0.8136 |
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- | No log | 0.6168 | 66 | 0.5573 | 0.5355 | 0.5573 | 0.7465 |
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- | No log | 0.6355 | 68 | 0.4412 | 0.6559 | 0.4412 | 0.6642 |
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- | No log | 0.6542 | 70 | 0.4761 | 0.6260 | 0.4761 | 0.6900 |
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- | No log | 0.6729 | 72 | 0.4425 | 0.6264 | 0.4425 | 0.6652 |
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- | No log | 0.6916 | 74 | 0.5704 | 0.5275 | 0.5704 | 0.7552 |
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- | No log | 0.7103 | 76 | 0.5444 | 0.5379 | 0.5444 | 0.7378 |
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- | No log | 0.7290 | 78 | 0.4688 | 0.5552 | 0.4688 | 0.6847 |
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- | No log | 0.7477 | 80 | 0.4341 | 0.5795 | 0.4341 | 0.6589 |
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- | No log | 0.7664 | 82 | 0.4273 | 0.6428 | 0.4273 | 0.6537 |
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- | No log | 0.7850 | 84 | 0.4267 | 0.6568 | 0.4267 | 0.6532 |
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- | No log | 0.8037 | 86 | 0.4348 | 0.6440 | 0.4348 | 0.6594 |
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- | No log | 0.8224 | 88 | 0.4838 | 0.6055 | 0.4838 | 0.6956 |
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- | No log | 0.8411 | 90 | 0.5436 | 0.5642 | 0.5436 | 0.7373 |
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- | No log | 0.8598 | 92 | 0.4848 | 0.5135 | 0.4848 | 0.6963 |
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- | No log | 0.8785 | 94 | 0.4961 | 0.4662 | 0.4961 | 0.7044 |
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- | No log | 0.8972 | 96 | 0.4977 | 0.4851 | 0.4977 | 0.7055 |
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- | No log | 0.9159 | 98 | 0.5120 | 0.5425 | 0.5120 | 0.7156 |
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- | No log | 0.9346 | 100 | 0.5100 | 0.5823 | 0.5100 | 0.7141 |
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- | No log | 0.9533 | 102 | 0.5730 | 0.5320 | 0.5730 | 0.7570 |
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- | No log | 0.9720 | 104 | 0.5533 | 0.5578 | 0.5533 | 0.7438 |
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- | No log | 0.9907 | 106 | 0.4788 | 0.6297 | 0.4788 | 0.6920 |
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- | No log | 1.0093 | 108 | 0.4702 | 0.6478 | 0.4702 | 0.6857 |
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- | No log | 1.0280 | 110 | 0.4772 | 0.6494 | 0.4772 | 0.6908 |
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- | No log | 1.0467 | 112 | 0.5219 | 0.5850 | 0.5219 | 0.7224 |
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- | No log | 1.0654 | 114 | 0.5688 | 0.5613 | 0.5688 | 0.7542 |
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- | No log | 1.0841 | 116 | 0.5747 | 0.5700 | 0.5747 | 0.7581 |
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- | No log | 1.1028 | 118 | 0.5495 | 0.5955 | 0.5495 | 0.7413 |
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- | No log | 1.1215 | 120 | 0.4697 | 0.5977 | 0.4697 | 0.6854 |
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- | No log | 1.1402 | 122 | 0.5303 | 0.5984 | 0.5303 | 0.7282 |
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- | No log | 1.1589 | 124 | 0.4965 | 0.5778 | 0.4965 | 0.7046 |
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- | No log | 1.1776 | 126 | 0.4938 | 0.5765 | 0.4938 | 0.7027 |
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- | No log | 1.1963 | 128 | 0.4785 | 0.5771 | 0.4785 | 0.6918 |
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- | No log | 1.2150 | 130 | 0.4733 | 0.5578 | 0.4733 | 0.6880 |
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- | No log | 1.2336 | 132 | 0.4528 | 0.6133 | 0.4528 | 0.6729 |
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- | No log | 1.2523 | 134 | 0.4471 | 0.6754 | 0.4471 | 0.6686 |
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- | No log | 1.2710 | 136 | 0.5303 | 0.6399 | 0.5303 | 0.7282 |
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- | No log | 1.2897 | 138 | 0.6858 | 0.5521 | 0.6858 | 0.8281 |
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- | No log | 1.3084 | 140 | 0.5764 | 0.5937 | 0.5764 | 0.7592 |
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- | No log | 1.3271 | 142 | 0.4902 | 0.6664 | 0.4902 | 0.7001 |
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- | No log | 1.3458 | 144 | 0.4242 | 0.6901 | 0.4242 | 0.6513 |
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- | No log | 1.3645 | 146 | 0.4500 | 0.6575 | 0.4500 | 0.6708 |
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- | No log | 1.3832 | 148 | 0.4653 | 0.6223 | 0.4653 | 0.6821 |
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- | No log | 1.4019 | 150 | 0.4806 | 0.5852 | 0.4806 | 0.6933 |
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- | No log | 1.4206 | 152 | 0.4573 | 0.5749 | 0.4573 | 0.6762 |
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- | No log | 1.4393 | 154 | 0.5137 | 0.3729 | 0.5137 | 0.7167 |
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- | No log | 1.4579 | 156 | 0.5948 | 0.3607 | 0.5948 | 0.7712 |
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- | No log | 1.4766 | 158 | 0.6425 | 0.4892 | 0.6425 | 0.8016 |
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- | No log | 1.4953 | 160 | 0.5874 | 0.5019 | 0.5874 | 0.7664 |
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- | No log | 1.5140 | 162 | 0.4400 | 0.5626 | 0.4400 | 0.6633 |
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- | No log | 1.5327 | 164 | 0.3889 | 0.6453 | 0.3889 | 0.6236 |
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- | No log | 1.5514 | 166 | 0.4045 | 0.6893 | 0.4045 | 0.6360 |
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- | No log | 1.5701 | 168 | 0.4126 | 0.7298 | 0.4126 | 0.6424 |
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- | No log | 1.5888 | 170 | 0.5553 | 0.6554 | 0.5553 | 0.7452 |
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- | No log | 1.6075 | 172 | 0.7063 | 0.5398 | 0.7063 | 0.8404 |
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- | No log | 1.6262 | 174 | 0.7279 | 0.3983 | 0.7279 | 0.8531 |
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- | No log | 1.6449 | 176 | 0.6280 | 0.4095 | 0.6280 | 0.7925 |
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- | No log | 1.6636 | 178 | 0.4817 | 0.5323 | 0.4817 | 0.6941 |
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- | No log | 1.6822 | 180 | 0.4209 | 0.6529 | 0.4209 | 0.6488 |
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- | No log | 1.7009 | 182 | 0.4305 | 0.6549 | 0.4305 | 0.6561 |
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- | No log | 1.7196 | 184 | 0.5500 | 0.5554 | 0.5500 | 0.7416 |
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- | No log | 1.7383 | 186 | 0.5718 | 0.5512 | 0.5718 | 0.7562 |
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- | No log | 1.7570 | 188 | 0.4614 | 0.6040 | 0.4614 | 0.6793 |
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- | No log | 1.7757 | 190 | 0.4231 | 0.6312 | 0.4231 | 0.6505 |
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- | No log | 1.7944 | 192 | 0.4226 | 0.6250 | 0.4226 | 0.6500 |
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- | No log | 1.8131 | 194 | 0.4085 | 0.6545 | 0.4085 | 0.6391 |
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- | No log | 1.8318 | 196 | 0.4014 | 0.6730 | 0.4014 | 0.6336 |
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- | No log | 1.8505 | 198 | 0.4605 | 0.6447 | 0.4605 | 0.6786 |
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- | No log | 1.8692 | 200 | 0.5895 | 0.5825 | 0.5895 | 0.7678 |
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- | No log | 1.8879 | 202 | 0.5487 | 0.6286 | 0.5487 | 0.7407 |
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- | No log | 1.9065 | 204 | 0.4204 | 0.6867 | 0.4204 | 0.6484 |
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- | No log | 1.9252 | 206 | 0.4056 | 0.6809 | 0.4056 | 0.6369 |
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- | No log | 1.9439 | 208 | 0.4251 | 0.6805 | 0.4251 | 0.6520 |
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- | No log | 1.9626 | 210 | 0.5432 | 0.6058 | 0.5432 | 0.7370 |
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- | No log | 1.9813 | 212 | 0.6024 | 0.5872 | 0.6024 | 0.7761 |
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- | No log | 2.0 | 214 | 0.5820 | 0.6060 | 0.5820 | 0.7629 |
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- | No log | 2.0187 | 216 | 0.5252 | 0.6505 | 0.5252 | 0.7247 |
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- | No log | 2.0374 | 218 | 0.5200 | 0.6708 | 0.5200 | 0.7211 |
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- | No log | 2.0561 | 220 | 0.4722 | 0.6990 | 0.4722 | 0.6872 |
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- | No log | 2.0748 | 222 | 0.4148 | 0.6760 | 0.4148 | 0.6441 |
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- | No log | 2.0935 | 224 | 0.4234 | 0.6883 | 0.4234 | 0.6507 |
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- | No log | 2.1121 | 226 | 0.4236 | 0.7008 | 0.4236 | 0.6508 |
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- | No log | 2.1308 | 228 | 0.4907 | 0.6798 | 0.4907 | 0.7005 |
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- | No log | 2.1495 | 230 | 0.4485 | 0.6981 | 0.4485 | 0.6697 |
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- | No log | 2.1682 | 232 | 0.3970 | 0.6846 | 0.3970 | 0.6301 |
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- | No log | 2.1869 | 234 | 0.3895 | 0.6807 | 0.3895 | 0.6241 |
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- | No log | 2.2056 | 236 | 0.3913 | 0.6725 | 0.3913 | 0.6256 |
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- | No log | 2.2243 | 238 | 0.3938 | 0.6550 | 0.3938 | 0.6275 |
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- | No log | 2.2430 | 240 | 0.4173 | 0.6408 | 0.4173 | 0.6460 |
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- | No log | 2.2617 | 242 | 0.4816 | 0.6096 | 0.4816 | 0.6940 |
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- | No log | 2.2804 | 244 | 0.4640 | 0.5896 | 0.4640 | 0.6811 |
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- | No log | 2.2991 | 246 | 0.4401 | 0.6321 | 0.4401 | 0.6634 |
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- | No log | 2.3178 | 248 | 0.4277 | 0.6732 | 0.4277 | 0.6540 |
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- | No log | 2.3364 | 250 | 0.4778 | 0.6806 | 0.4778 | 0.6913 |
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- | No log | 2.3551 | 252 | 0.6617 | 0.5923 | 0.6617 | 0.8135 |
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- | No log | 2.3738 | 254 | 0.7443 | 0.5645 | 0.7443 | 0.8627 |
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- | No log | 2.3925 | 256 | 0.5647 | 0.6490 | 0.5647 | 0.7515 |
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- | No log | 2.4112 | 258 | 0.4355 | 0.7124 | 0.4355 | 0.6599 |
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- | No log | 2.4299 | 260 | 0.4403 | 0.7136 | 0.4403 | 0.6635 |
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- | No log | 2.4486 | 262 | 0.4550 | 0.7243 | 0.4550 | 0.6745 |
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- | No log | 2.4673 | 264 | 0.4518 | 0.7149 | 0.4518 | 0.6721 |
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- | No log | 2.4860 | 266 | 0.4470 | 0.6996 | 0.4470 | 0.6686 |
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- | No log | 2.5047 | 268 | 0.5201 | 0.6754 | 0.5201 | 0.7212 |
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- | No log | 2.5234 | 270 | 0.5257 | 0.6603 | 0.5257 | 0.7250 |
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- | No log | 2.5421 | 272 | 0.4159 | 0.6433 | 0.4159 | 0.6449 |
188
- | No log | 2.5607 | 274 | 0.4120 | 0.5960 | 0.4120 | 0.6419 |
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- | No log | 2.5794 | 276 | 0.4890 | 0.6095 | 0.4890 | 0.6993 |
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- | No log | 2.5981 | 278 | 0.5225 | 0.5924 | 0.5225 | 0.7229 |
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- | No log | 2.6168 | 280 | 0.4565 | 0.5826 | 0.4565 | 0.6757 |
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- | No log | 2.6355 | 282 | 0.4149 | 0.6198 | 0.4149 | 0.6441 |
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- | No log | 2.6542 | 284 | 0.4185 | 0.6104 | 0.4185 | 0.6469 |
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- | No log | 2.6729 | 286 | 0.4826 | 0.5636 | 0.4826 | 0.6947 |
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- | No log | 2.6916 | 288 | 0.6556 | 0.5229 | 0.6556 | 0.8097 |
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- | No log | 2.7103 | 290 | 0.7133 | 0.5226 | 0.7133 | 0.8446 |
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- | No log | 2.7290 | 292 | 0.6149 | 0.5340 | 0.6149 | 0.7841 |
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- | No log | 2.7477 | 294 | 0.5276 | 0.6002 | 0.5276 | 0.7263 |
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- | No log | 2.7664 | 296 | 0.4741 | 0.6178 | 0.4741 | 0.6886 |
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- | No log | 2.7850 | 298 | 0.4516 | 0.6569 | 0.4516 | 0.6720 |
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- | No log | 2.8037 | 300 | 0.4581 | 0.6458 | 0.4581 | 0.6769 |
202
- | No log | 2.8224 | 302 | 0.5012 | 0.6409 | 0.5012 | 0.7079 |
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- | No log | 2.8411 | 304 | 0.6311 | 0.6055 | 0.6311 | 0.7944 |
204
- | No log | 2.8598 | 306 | 0.7749 | 0.5577 | 0.7749 | 0.8803 |
205
- | No log | 2.8785 | 308 | 0.6747 | 0.5740 | 0.6747 | 0.8214 |
206
- | No log | 2.8972 | 310 | 0.4672 | 0.6208 | 0.4672 | 0.6835 |
207
- | No log | 2.9159 | 312 | 0.4050 | 0.6802 | 0.4050 | 0.6364 |
208
- | No log | 2.9346 | 314 | 0.4126 | 0.6934 | 0.4126 | 0.6423 |
209
- | No log | 2.9533 | 316 | 0.4261 | 0.6845 | 0.4261 | 0.6528 |
210
- | No log | 2.9720 | 318 | 0.4154 | 0.6800 | 0.4154 | 0.6445 |
211
- | No log | 2.9907 | 320 | 0.5348 | 0.6124 | 0.5348 | 0.7313 |
212
- | No log | 3.0093 | 322 | 0.7078 | 0.5423 | 0.7078 | 0.8413 |
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- | No log | 3.0280 | 324 | 0.6585 | 0.5662 | 0.6585 | 0.8115 |
214
- | No log | 3.0467 | 326 | 0.5156 | 0.5300 | 0.5156 | 0.7180 |
215
- | No log | 3.0654 | 328 | 0.4817 | 0.5709 | 0.4817 | 0.6940 |
216
- | No log | 3.0841 | 330 | 0.4906 | 0.5642 | 0.4906 | 0.7004 |
217
- | No log | 3.1028 | 332 | 0.4801 | 0.5745 | 0.4801 | 0.6929 |
218
- | No log | 3.1215 | 334 | 0.4860 | 0.5583 | 0.4860 | 0.6971 |
219
- | No log | 3.1402 | 336 | 0.5077 | 0.5794 | 0.5077 | 0.7125 |
220
- | No log | 3.1589 | 338 | 0.4782 | 0.6269 | 0.4782 | 0.6915 |
221
- | No log | 3.1776 | 340 | 0.4226 | 0.6481 | 0.4226 | 0.6501 |
222
- | No log | 3.1963 | 342 | 0.4271 | 0.6679 | 0.4271 | 0.6535 |
223
- | No log | 3.2150 | 344 | 0.4757 | 0.6355 | 0.4757 | 0.6897 |
224
- | No log | 3.2336 | 346 | 0.4988 | 0.6312 | 0.4988 | 0.7063 |
225
- | No log | 3.2523 | 348 | 0.5596 | 0.6470 | 0.5596 | 0.7481 |
226
- | No log | 3.2710 | 350 | 0.6296 | 0.6296 | 0.6296 | 0.7935 |
227
- | No log | 3.2897 | 352 | 0.5166 | 0.6847 | 0.5166 | 0.7187 |
228
- | No log | 3.3084 | 354 | 0.4798 | 0.6737 | 0.4798 | 0.6927 |
229
- | No log | 3.3271 | 356 | 0.4650 | 0.6711 | 0.4650 | 0.6819 |
230
- | No log | 3.3458 | 358 | 0.5791 | 0.6481 | 0.5791 | 0.7610 |
231
- | No log | 3.3645 | 360 | 0.8428 | 0.4936 | 0.8428 | 0.9180 |
232
- | No log | 3.3832 | 362 | 0.8395 | 0.4929 | 0.8395 | 0.9163 |
233
- | No log | 3.4019 | 364 | 0.6271 | 0.5887 | 0.6271 | 0.7919 |
234
- | No log | 3.4206 | 366 | 0.4691 | 0.6435 | 0.4691 | 0.6849 |
235
- | No log | 3.4393 | 368 | 0.4627 | 0.6349 | 0.4627 | 0.6803 |
236
- | No log | 3.4579 | 370 | 0.4620 | 0.6354 | 0.4620 | 0.6797 |
237
- | No log | 3.4766 | 372 | 0.5638 | 0.6098 | 0.5638 | 0.7509 |
238
- | No log | 3.4953 | 374 | 0.6931 | 0.5360 | 0.6931 | 0.8325 |
239
- | No log | 3.5140 | 376 | 0.6538 | 0.5698 | 0.6538 | 0.8086 |
240
- | No log | 3.5327 | 378 | 0.4998 | 0.6713 | 0.4998 | 0.7070 |
241
- | No log | 3.5514 | 380 | 0.4314 | 0.7049 | 0.4314 | 0.6568 |
242
- | No log | 3.5701 | 382 | 0.4330 | 0.7199 | 0.4330 | 0.6581 |
243
- | No log | 3.5888 | 384 | 0.4393 | 0.7212 | 0.4393 | 0.6628 |
244
- | No log | 3.6075 | 386 | 0.4841 | 0.7141 | 0.4841 | 0.6957 |
245
- | No log | 3.6262 | 388 | 0.5707 | 0.6736 | 0.5707 | 0.7554 |
246
- | No log | 3.6449 | 390 | 0.6862 | 0.6074 | 0.6862 | 0.8284 |
247
- | No log | 3.6636 | 392 | 0.6814 | 0.5984 | 0.6814 | 0.8255 |
248
- | No log | 3.6822 | 394 | 0.5064 | 0.6594 | 0.5064 | 0.7116 |
249
- | No log | 3.7009 | 396 | 0.4073 | 0.6720 | 0.4073 | 0.6382 |
250
- | No log | 3.7196 | 398 | 0.4399 | 0.6440 | 0.4399 | 0.6633 |
251
- | No log | 3.7383 | 400 | 0.4312 | 0.6786 | 0.4312 | 0.6566 |
252
- | No log | 3.7570 | 402 | 0.4201 | 0.6960 | 0.4201 | 0.6481 |
253
- | No log | 3.7757 | 404 | 0.4755 | 0.6421 | 0.4755 | 0.6896 |
254
- | No log | 3.7944 | 406 | 0.6258 | 0.5975 | 0.6258 | 0.7911 |
255
- | No log | 3.8131 | 408 | 0.7476 | 0.5548 | 0.7476 | 0.8647 |
256
- | No log | 3.8318 | 410 | 0.6933 | 0.5723 | 0.6933 | 0.8326 |
257
- | No log | 3.8505 | 412 | 0.5060 | 0.5698 | 0.5060 | 0.7113 |
258
- | No log | 3.8692 | 414 | 0.4109 | 0.6062 | 0.4109 | 0.6411 |
259
- | No log | 3.8879 | 416 | 0.4067 | 0.6373 | 0.4067 | 0.6377 |
260
- | No log | 3.9065 | 418 | 0.3965 | 0.6396 | 0.3965 | 0.6297 |
261
- | No log | 3.9252 | 420 | 0.4304 | 0.6655 | 0.4304 | 0.6560 |
262
- | No log | 3.9439 | 422 | 0.5460 | 0.6062 | 0.5460 | 0.7389 |
263
- | No log | 3.9626 | 424 | 0.6663 | 0.5852 | 0.6663 | 0.8163 |
264
- | No log | 3.9813 | 426 | 0.5943 | 0.6208 | 0.5943 | 0.7709 |
265
- | No log | 4.0 | 428 | 0.4460 | 0.6838 | 0.4460 | 0.6678 |
266
- | No log | 4.0187 | 430 | 0.4194 | 0.7057 | 0.4194 | 0.6476 |
267
- | No log | 4.0374 | 432 | 0.3993 | 0.7161 | 0.3993 | 0.6319 |
268
- | No log | 4.0561 | 434 | 0.4055 | 0.6440 | 0.4055 | 0.6368 |
269
- | No log | 4.0748 | 436 | 0.5448 | 0.5762 | 0.5448 | 0.7381 |
270
- | No log | 4.0935 | 438 | 0.6455 | 0.5322 | 0.6455 | 0.8034 |
271
- | No log | 4.1121 | 440 | 0.6322 | 0.5526 | 0.6322 | 0.7951 |
272
- | No log | 4.1308 | 442 | 0.5559 | 0.5840 | 0.5559 | 0.7456 |
273
- | No log | 4.1495 | 444 | 0.4345 | 0.6179 | 0.4345 | 0.6592 |
274
- | No log | 4.1682 | 446 | 0.4190 | 0.6585 | 0.4190 | 0.6473 |
275
- | No log | 4.1869 | 448 | 0.4135 | 0.6866 | 0.4135 | 0.6430 |
276
- | No log | 4.2056 | 450 | 0.4520 | 0.6461 | 0.4520 | 0.6723 |
277
- | No log | 4.2243 | 452 | 0.4902 | 0.6383 | 0.4902 | 0.7002 |
278
- | No log | 4.2430 | 454 | 0.4884 | 0.6690 | 0.4884 | 0.6988 |
279
- | No log | 4.2617 | 456 | 0.5232 | 0.6464 | 0.5232 | 0.7233 |
280
- | No log | 4.2804 | 458 | 0.5055 | 0.6500 | 0.5055 | 0.7110 |
281
- | No log | 4.2991 | 460 | 0.5262 | 0.6610 | 0.5262 | 0.7254 |
282
- | No log | 4.3178 | 462 | 0.4769 | 0.6632 | 0.4769 | 0.6906 |
283
- | No log | 4.3364 | 464 | 0.4352 | 0.6530 | 0.4352 | 0.6597 |
284
- | No log | 4.3551 | 466 | 0.4351 | 0.6461 | 0.4351 | 0.6596 |
285
- | No log | 4.3738 | 468 | 0.5413 | 0.6775 | 0.5413 | 0.7357 |
286
- | No log | 4.3925 | 470 | 0.7915 | 0.5601 | 0.7915 | 0.8897 |
287
- | No log | 4.4112 | 472 | 0.8316 | 0.5368 | 0.8316 | 0.9119 |
288
- | No log | 4.4299 | 474 | 0.6450 | 0.5955 | 0.6450 | 0.8031 |
289
- | No log | 4.4486 | 476 | 0.5217 | 0.6697 | 0.5217 | 0.7223 |
290
- | No log | 4.4673 | 478 | 0.4405 | 0.6664 | 0.4405 | 0.6637 |
291
- | No log | 4.4860 | 480 | 0.4380 | 0.6594 | 0.4380 | 0.6618 |
292
- | No log | 4.5047 | 482 | 0.4122 | 0.6525 | 0.4122 | 0.6420 |
293
- | No log | 4.5234 | 484 | 0.4002 | 0.6340 | 0.4002 | 0.6326 |
294
- | No log | 4.5421 | 486 | 0.4024 | 0.6290 | 0.4024 | 0.6344 |
295
- | No log | 4.5607 | 488 | 0.4541 | 0.6410 | 0.4541 | 0.6738 |
296
- | No log | 4.5794 | 490 | 0.5284 | 0.5939 | 0.5284 | 0.7269 |
297
- | No log | 4.5981 | 492 | 0.5348 | 0.6014 | 0.5348 | 0.7313 |
298
- | No log | 4.6168 | 494 | 0.6401 | 0.5780 | 0.6401 | 0.8001 |
299
- | No log | 4.6355 | 496 | 0.5358 | 0.6459 | 0.5358 | 0.7320 |
300
- | No log | 4.6542 | 498 | 0.4410 | 0.6360 | 0.4410 | 0.6641 |
301
- | 0.4693 | 4.6729 | 500 | 0.4715 | 0.6597 | 0.4715 | 0.6866 |
302
- | 0.4693 | 4.6916 | 502 | 0.6058 | 0.6460 | 0.6058 | 0.7783 |
303
- | 0.4693 | 4.7103 | 504 | 0.5520 | 0.6582 | 0.5520 | 0.7429 |
304
- | 0.4693 | 4.7290 | 506 | 0.4763 | 0.6889 | 0.4763 | 0.6902 |
305
- | 0.4693 | 4.7477 | 508 | 0.4163 | 0.7048 | 0.4163 | 0.6452 |
306
- | 0.4693 | 4.7664 | 510 | 0.4130 | 0.6856 | 0.4130 | 0.6427 |
307
- | 0.4693 | 4.7850 | 512 | 0.4526 | 0.6749 | 0.4526 | 0.6728 |
308
- | 0.4693 | 4.8037 | 514 | 0.5144 | 0.6490 | 0.5144 | 0.7172 |
309
- | 0.4693 | 4.8224 | 516 | 0.5604 | 0.6067 | 0.5604 | 0.7486 |
310
- | 0.4693 | 4.8411 | 518 | 0.5533 | 0.6267 | 0.5533 | 0.7439 |
311
- | 0.4693 | 4.8598 | 520 | 0.4746 | 0.6688 | 0.4746 | 0.6889 |
312
- | 0.4693 | 4.8785 | 522 | 0.4421 | 0.6570 | 0.4421 | 0.6649 |
313
- | 0.4693 | 4.8972 | 524 | 0.4153 | 0.6330 | 0.4153 | 0.6444 |
314
- | 0.4693 | 4.9159 | 526 | 0.4519 | 0.6482 | 0.4519 | 0.6722 |
315
- | 0.4693 | 4.9346 | 528 | 0.4574 | 0.6552 | 0.4574 | 0.6763 |
316
- | 0.4693 | 4.9533 | 530 | 0.4612 | 0.6639 | 0.4612 | 0.6791 |
317
- | 0.4693 | 4.9720 | 532 | 0.4031 | 0.6971 | 0.4031 | 0.6349 |
318
- | 0.4693 | 4.9907 | 534 | 0.4050 | 0.7243 | 0.4050 | 0.6364 |
319
- | 0.4693 | 5.0093 | 536 | 0.4836 | 0.6867 | 0.4836 | 0.6954 |
320
- | 0.4693 | 5.0280 | 538 | 0.5560 | 0.6670 | 0.5560 | 0.7456 |
321
- | 0.4693 | 5.0467 | 540 | 0.4559 | 0.6934 | 0.4559 | 0.6752 |
322
- | 0.4693 | 5.0654 | 542 | 0.4226 | 0.6868 | 0.4226 | 0.6501 |
323
- | 0.4693 | 5.0841 | 544 | 0.4591 | 0.6467 | 0.4591 | 0.6776 |
324
- | 0.4693 | 5.1028 | 546 | 0.4498 | 0.6382 | 0.4498 | 0.6707 |
325
- | 0.4693 | 5.1215 | 548 | 0.4588 | 0.6260 | 0.4588 | 0.6773 |
326
- | 0.4693 | 5.1402 | 550 | 0.4780 | 0.6404 | 0.4780 | 0.6914 |
327
- | 0.4693 | 5.1589 | 552 | 0.4517 | 0.6452 | 0.4517 | 0.6721 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
328
 
329
 
330
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask4_development
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_TestTask4_development
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: 0.7604
19
+ - Qwk: 0.4863
20
+ - Mse: 0.7604
21
+ - Rmse: 0.8720
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0187 | 2 | 4.2262 | 0.0007 | 4.2262 | 2.0558 |
53
+ | No log | 0.0374 | 4 | 2.8821 | 0.0688 | 2.8821 | 1.6977 |
54
+ | No log | 0.0561 | 6 | 1.6713 | 0.1206 | 1.6713 | 1.2928 |
55
+ | No log | 0.0748 | 8 | 0.7087 | 0.2730 | 0.7087 | 0.8419 |
56
+ | No log | 0.0935 | 10 | 0.7489 | 0.1070 | 0.7489 | 0.8654 |
57
+ | No log | 0.1121 | 12 | 0.8531 | 0.0538 | 0.8531 | 0.9236 |
58
+ | No log | 0.1308 | 14 | 0.9273 | -0.0263 | 0.9273 | 0.9630 |
59
+ | No log | 0.1495 | 16 | 0.8354 | 0.0834 | 0.8354 | 0.9140 |
60
+ | No log | 0.1682 | 18 | 0.8068 | 0.2658 | 0.8068 | 0.8982 |
61
+ | No log | 0.1869 | 20 | 0.7171 | 0.3058 | 0.7171 | 0.8468 |
62
+ | No log | 0.2056 | 22 | 0.6102 | 0.2773 | 0.6102 | 0.7812 |
63
+ | No log | 0.2243 | 24 | 0.5717 | 0.3375 | 0.5717 | 0.7561 |
64
+ | No log | 0.2430 | 26 | 0.5669 | 0.3925 | 0.5669 | 0.7529 |
65
+ | No log | 0.2617 | 28 | 0.5194 | 0.4204 | 0.5194 | 0.7207 |
66
+ | No log | 0.2804 | 30 | 0.5217 | 0.3882 | 0.5217 | 0.7223 |
67
+ | No log | 0.2991 | 32 | 0.5313 | 0.3468 | 0.5313 | 0.7289 |
68
+ | No log | 0.3178 | 34 | 0.5160 | 0.3274 | 0.5160 | 0.7183 |
69
+ | No log | 0.3364 | 36 | 0.5192 | 0.2951 | 0.5192 | 0.7206 |
70
+ | No log | 0.3551 | 38 | 0.5223 | 0.4097 | 0.5223 | 0.7227 |
71
+ | No log | 0.3738 | 40 | 0.6000 | 0.4395 | 0.6000 | 0.7746 |
72
+ | No log | 0.3925 | 42 | 0.5594 | 0.5057 | 0.5594 | 0.7479 |
73
+ | No log | 0.4112 | 44 | 0.5229 | 0.4335 | 0.5229 | 0.7231 |
74
+ | No log | 0.4299 | 46 | 0.5395 | 0.4589 | 0.5395 | 0.7345 |
75
+ | No log | 0.4486 | 48 | 0.6096 | 0.4318 | 0.6096 | 0.7808 |
76
+ | No log | 0.4673 | 50 | 0.7429 | 0.4298 | 0.7429 | 0.8619 |
77
+ | No log | 0.4860 | 52 | 0.6025 | 0.4396 | 0.6025 | 0.7762 |
78
+ | No log | 0.5047 | 54 | 0.4816 | 0.4669 | 0.4816 | 0.6940 |
79
+ | No log | 0.5234 | 56 | 0.4813 | 0.4956 | 0.4813 | 0.6938 |
80
+ | No log | 0.5421 | 58 | 0.5308 | 0.4047 | 0.5308 | 0.7286 |
81
+ | No log | 0.5607 | 60 | 0.6897 | 0.3419 | 0.6897 | 0.8305 |
82
+ | No log | 0.5794 | 62 | 0.7003 | 0.3760 | 0.7003 | 0.8368 |
83
+ | No log | 0.5981 | 64 | 0.6158 | 0.4502 | 0.6158 | 0.7847 |
84
+ | No log | 0.6168 | 66 | 0.5498 | 0.4448 | 0.5498 | 0.7415 |
85
+ | No log | 0.6355 | 68 | 0.5351 | 0.4236 | 0.5351 | 0.7315 |
86
+ | No log | 0.6542 | 70 | 0.5364 | 0.4296 | 0.5364 | 0.7324 |
87
+ | No log | 0.6729 | 72 | 0.6057 | 0.4503 | 0.6057 | 0.7783 |
88
+ | No log | 0.6916 | 74 | 0.6720 | 0.4074 | 0.6720 | 0.8198 |
89
+ | No log | 0.7103 | 76 | 0.5613 | 0.4488 | 0.5613 | 0.7492 |
90
+ | No log | 0.7290 | 78 | 0.5160 | 0.4108 | 0.5160 | 0.7183 |
91
+ | No log | 0.7477 | 80 | 0.4950 | 0.4348 | 0.4950 | 0.7036 |
92
+ | No log | 0.7664 | 82 | 0.4712 | 0.4479 | 0.4712 | 0.6864 |
93
+ | No log | 0.7850 | 84 | 0.4942 | 0.4170 | 0.4942 | 0.7030 |
94
+ | No log | 0.8037 | 86 | 0.5249 | 0.4579 | 0.5249 | 0.7245 |
95
+ | No log | 0.8224 | 88 | 0.4899 | 0.4916 | 0.4899 | 0.6999 |
96
+ | No log | 0.8411 | 90 | 0.4624 | 0.4642 | 0.4624 | 0.6800 |
97
+ | No log | 0.8598 | 92 | 0.5330 | 0.4068 | 0.5330 | 0.7301 |
98
+ | No log | 0.8785 | 94 | 0.5860 | 0.3198 | 0.5860 | 0.7655 |
99
+ | No log | 0.8972 | 96 | 0.4723 | 0.4612 | 0.4723 | 0.6873 |
100
+ | No log | 0.9159 | 98 | 0.5823 | 0.4917 | 0.5823 | 0.7631 |
101
+ | No log | 0.9346 | 100 | 0.6352 | 0.4771 | 0.6352 | 0.7970 |
102
+ | No log | 0.9533 | 102 | 0.6525 | 0.4470 | 0.6525 | 0.8078 |
103
+ | No log | 0.9720 | 104 | 0.5298 | 0.5493 | 0.5298 | 0.7279 |
104
+ | No log | 0.9907 | 106 | 0.4829 | 0.5183 | 0.4829 | 0.6949 |
105
+ | No log | 1.0093 | 108 | 0.5155 | 0.5470 | 0.5155 | 0.7180 |
106
+ | No log | 1.0280 | 110 | 0.6312 | 0.5014 | 0.6312 | 0.7945 |
107
+ | No log | 1.0467 | 112 | 0.6348 | 0.5078 | 0.6348 | 0.7967 |
108
+ | No log | 1.0654 | 114 | 0.5873 | 0.5310 | 0.5873 | 0.7664 |
109
+ | No log | 1.0841 | 116 | 0.4992 | 0.5288 | 0.4992 | 0.7065 |
110
+ | No log | 1.1028 | 118 | 0.4681 | 0.4889 | 0.4681 | 0.6841 |
111
+ | No log | 1.1215 | 120 | 0.5230 | 0.4368 | 0.5230 | 0.7232 |
112
+ | No log | 1.1402 | 122 | 0.5010 | 0.4138 | 0.5010 | 0.7078 |
113
+ | No log | 1.1589 | 124 | 0.5130 | 0.3896 | 0.5130 | 0.7162 |
114
+ | No log | 1.1776 | 126 | 0.5445 | 0.4272 | 0.5445 | 0.7379 |
115
+ | No log | 1.1963 | 128 | 0.5707 | 0.4314 | 0.5707 | 0.7554 |
116
+ | No log | 1.2150 | 130 | 0.5565 | 0.4105 | 0.5565 | 0.7460 |
117
+ | No log | 1.2336 | 132 | 0.5496 | 0.4607 | 0.5496 | 0.7414 |
118
+ | No log | 1.2523 | 134 | 0.5129 | 0.4814 | 0.5129 | 0.7162 |
119
+ | No log | 1.2710 | 136 | 0.5274 | 0.5274 | 0.5274 | 0.7263 |
120
+ | No log | 1.2897 | 138 | 0.6895 | 0.5159 | 0.6895 | 0.8304 |
121
+ | No log | 1.3084 | 140 | 0.6784 | 0.5298 | 0.6784 | 0.8237 |
122
+ | No log | 1.3271 | 142 | 0.5623 | 0.5984 | 0.5623 | 0.7499 |
123
+ | No log | 1.3458 | 144 | 0.6969 | 0.5116 | 0.6969 | 0.8348 |
124
+ | No log | 1.3645 | 146 | 0.7257 | 0.5010 | 0.7257 | 0.8519 |
125
+ | No log | 1.3832 | 148 | 0.5055 | 0.5511 | 0.5055 | 0.7110 |
126
+ | No log | 1.4019 | 150 | 0.4480 | 0.5509 | 0.4480 | 0.6693 |
127
+ | No log | 1.4206 | 152 | 0.5149 | 0.4223 | 0.5149 | 0.7175 |
128
+ | No log | 1.4393 | 154 | 0.5689 | 0.3185 | 0.5689 | 0.7542 |
129
+ | No log | 1.4579 | 156 | 0.5244 | 0.3417 | 0.5244 | 0.7241 |
130
+ | No log | 1.4766 | 158 | 0.5091 | 0.4241 | 0.5091 | 0.7135 |
131
+ | No log | 1.4953 | 160 | 0.5439 | 0.4149 | 0.5439 | 0.7375 |
132
+ | No log | 1.5140 | 162 | 0.5973 | 0.4051 | 0.5973 | 0.7728 |
133
+ | No log | 1.5327 | 164 | 0.6184 | 0.4606 | 0.6184 | 0.7864 |
134
+ | No log | 1.5514 | 166 | 0.6960 | 0.4464 | 0.6960 | 0.8343 |
135
+ | No log | 1.5701 | 168 | 0.6640 | 0.4934 | 0.6640 | 0.8148 |
136
+ | No log | 1.5888 | 170 | 0.5347 | 0.5498 | 0.5347 | 0.7313 |
137
+ | No log | 1.6075 | 172 | 0.4497 | 0.6459 | 0.4497 | 0.6706 |
138
+ | No log | 1.6262 | 174 | 0.4236 | 0.6315 | 0.4236 | 0.6509 |
139
+ | No log | 1.6449 | 176 | 0.4346 | 0.6213 | 0.4346 | 0.6593 |
140
+ | No log | 1.6636 | 178 | 0.5402 | 0.5448 | 0.5402 | 0.7350 |
141
+ | No log | 1.6822 | 180 | 0.5976 | 0.5158 | 0.5976 | 0.7731 |
142
+ | No log | 1.7009 | 182 | 0.6786 | 0.4929 | 0.6786 | 0.8237 |
143
+ | No log | 1.7196 | 184 | 0.6336 | 0.5290 | 0.6336 | 0.7960 |
144
+ | No log | 1.7383 | 186 | 0.5172 | 0.5752 | 0.5172 | 0.7192 |
145
+ | No log | 1.7570 | 188 | 0.4472 | 0.6327 | 0.4472 | 0.6688 |
146
+ | No log | 1.7757 | 190 | 0.4789 | 0.6046 | 0.4789 | 0.6920 |
147
+ | No log | 1.7944 | 192 | 0.4281 | 0.5826 | 0.4281 | 0.6543 |
148
+ | No log | 1.8131 | 194 | 0.4427 | 0.5869 | 0.4427 | 0.6654 |
149
+ | No log | 1.8318 | 196 | 0.5534 | 0.5371 | 0.5534 | 0.7439 |
150
+ | No log | 1.8505 | 198 | 0.6232 | 0.5393 | 0.6232 | 0.7895 |
151
+ | No log | 1.8692 | 200 | 0.5552 | 0.5706 | 0.5552 | 0.7451 |
152
+ | No log | 1.8879 | 202 | 0.4796 | 0.6020 | 0.4796 | 0.6925 |
153
+ | No log | 1.9065 | 204 | 0.5413 | 0.6092 | 0.5413 | 0.7357 |
154
+ | No log | 1.9252 | 206 | 0.5171 | 0.5770 | 0.5171 | 0.7191 |
155
+ | No log | 1.9439 | 208 | 0.4415 | 0.5484 | 0.4415 | 0.6645 |
156
+ | No log | 1.9626 | 210 | 0.5075 | 0.5444 | 0.5075 | 0.7124 |
157
+ | No log | 1.9813 | 212 | 0.5612 | 0.5298 | 0.5612 | 0.7491 |
158
+ | No log | 2.0 | 214 | 0.5899 | 0.4860 | 0.5899 | 0.7681 |
159
+ | No log | 2.0187 | 216 | 0.5590 | 0.4831 | 0.5590 | 0.7477 |
160
+ | No log | 2.0374 | 218 | 0.4745 | 0.4655 | 0.4745 | 0.6889 |
161
+ | No log | 2.0561 | 220 | 0.4560 | 0.4515 | 0.4560 | 0.6753 |
162
+ | No log | 2.0748 | 222 | 0.4854 | 0.4327 | 0.4854 | 0.6967 |
163
+ | No log | 2.0935 | 224 | 0.4759 | 0.4195 | 0.4759 | 0.6898 |
164
+ | No log | 2.1121 | 226 | 0.4578 | 0.4039 | 0.4578 | 0.6766 |
165
+ | No log | 2.1308 | 228 | 0.4470 | 0.4857 | 0.4470 | 0.6686 |
166
+ | No log | 2.1495 | 230 | 0.4426 | 0.5414 | 0.4426 | 0.6653 |
167
+ | No log | 2.1682 | 232 | 0.4669 | 0.6061 | 0.4669 | 0.6833 |
168
+ | No log | 2.1869 | 234 | 0.5151 | 0.6037 | 0.5151 | 0.7177 |
169
+ | No log | 2.2056 | 236 | 0.5668 | 0.6063 | 0.5668 | 0.7529 |
170
+ | No log | 2.2243 | 238 | 0.5515 | 0.6060 | 0.5515 | 0.7427 |
171
+ | No log | 2.2430 | 240 | 0.5127 | 0.5957 | 0.5127 | 0.7160 |
172
+ | No log | 2.2617 | 242 | 0.4968 | 0.6020 | 0.4968 | 0.7048 |
173
+ | No log | 2.2804 | 244 | 0.4992 | 0.5752 | 0.4992 | 0.7065 |
174
+ | No log | 2.2991 | 246 | 0.6384 | 0.5237 | 0.6384 | 0.7990 |
175
+ | No log | 2.3178 | 248 | 0.6556 | 0.4826 | 0.6556 | 0.8097 |
176
+ | No log | 2.3364 | 250 | 0.5414 | 0.5191 | 0.5414 | 0.7358 |
177
+ | No log | 2.3551 | 252 | 0.7168 | 0.5087 | 0.7168 | 0.8467 |
178
+ | No log | 2.3738 | 254 | 0.6770 | 0.5118 | 0.6770 | 0.8228 |
179
+ | No log | 2.3925 | 256 | 0.4295 | 0.5091 | 0.4295 | 0.6554 |
180
+ | No log | 2.4112 | 258 | 0.4305 | 0.5733 | 0.4305 | 0.6561 |
181
+ | No log | 2.4299 | 260 | 0.4446 | 0.5148 | 0.4446 | 0.6668 |
182
+ | No log | 2.4486 | 262 | 0.6374 | 0.5384 | 0.6374 | 0.7984 |
183
+ | No log | 2.4673 | 264 | 0.6579 | 0.5520 | 0.6579 | 0.8111 |
184
+ | No log | 2.4860 | 266 | 0.5863 | 0.5507 | 0.5863 | 0.7657 |
185
+ | No log | 2.5047 | 268 | 0.4814 | 0.6038 | 0.4814 | 0.6938 |
186
+ | No log | 2.5234 | 270 | 0.4922 | 0.6156 | 0.4922 | 0.7016 |
187
+ | No log | 2.5421 | 272 | 0.5670 | 0.5592 | 0.5670 | 0.7530 |
188
+ | No log | 2.5607 | 274 | 0.7538 | 0.5273 | 0.7538 | 0.8682 |
189
+ | No log | 2.5794 | 276 | 0.6584 | 0.5452 | 0.6584 | 0.8114 |
190
+ | No log | 2.5981 | 278 | 0.4617 | 0.5643 | 0.4617 | 0.6794 |
191
+ | No log | 2.6168 | 280 | 0.4323 | 0.5487 | 0.4323 | 0.6575 |
192
+ | No log | 2.6355 | 282 | 0.4255 | 0.5703 | 0.4255 | 0.6523 |
193
+ | No log | 2.6542 | 284 | 0.4661 | 0.6010 | 0.4661 | 0.6827 |
194
+ | No log | 2.6729 | 286 | 0.6868 | 0.5270 | 0.6868 | 0.8287 |
195
+ | No log | 2.6916 | 288 | 0.7020 | 0.5125 | 0.7020 | 0.8378 |
196
+ | No log | 2.7103 | 290 | 0.6587 | 0.5276 | 0.6587 | 0.8116 |
197
+ | No log | 2.7290 | 292 | 0.5590 | 0.5941 | 0.5590 | 0.7477 |
198
+ | No log | 2.7477 | 294 | 0.6109 | 0.5764 | 0.6109 | 0.7816 |
199
+ | No log | 2.7664 | 296 | 0.6997 | 0.5227 | 0.6997 | 0.8365 |
200
+ | No log | 2.7850 | 298 | 0.7339 | 0.4973 | 0.7339 | 0.8567 |
201
+ | No log | 2.8037 | 300 | 0.5494 | 0.5728 | 0.5494 | 0.7412 |
202
+ | No log | 2.8224 | 302 | 0.4355 | 0.5826 | 0.4355 | 0.6599 |
203
+ | No log | 2.8411 | 304 | 0.4161 | 0.6251 | 0.4161 | 0.6451 |
204
+ | No log | 2.8598 | 306 | 0.4169 | 0.5854 | 0.4169 | 0.6457 |
205
+ | No log | 2.8785 | 308 | 0.4223 | 0.5686 | 0.4223 | 0.6498 |
206
+ | No log | 2.8972 | 310 | 0.4792 | 0.5420 | 0.4792 | 0.6922 |
207
+ | No log | 2.9159 | 312 | 0.5322 | 0.5096 | 0.5322 | 0.7295 |
208
+ | No log | 2.9346 | 314 | 0.4455 | 0.5726 | 0.4455 | 0.6675 |
209
+ | No log | 2.9533 | 316 | 0.4430 | 0.6234 | 0.4430 | 0.6656 |
210
+ | No log | 2.9720 | 318 | 0.4508 | 0.6244 | 0.4508 | 0.6714 |
211
+ | No log | 2.9907 | 320 | 0.4856 | 0.5764 | 0.4856 | 0.6968 |
212
+ | No log | 3.0093 | 322 | 0.6610 | 0.4995 | 0.6610 | 0.8130 |
213
+ | No log | 3.0280 | 324 | 0.6805 | 0.4865 | 0.6805 | 0.8249 |
214
+ | No log | 3.0467 | 326 | 0.5174 | 0.5424 | 0.5174 | 0.7193 |
215
+ | No log | 3.0654 | 328 | 0.4282 | 0.6024 | 0.4282 | 0.6544 |
216
+ | No log | 3.0841 | 330 | 0.4207 | 0.6110 | 0.4207 | 0.6486 |
217
+ | No log | 3.1028 | 332 | 0.4635 | 0.6270 | 0.4635 | 0.6808 |
218
+ | No log | 3.1215 | 334 | 0.4628 | 0.6328 | 0.4628 | 0.6803 |
219
+ | No log | 3.1402 | 336 | 0.4212 | 0.6099 | 0.4212 | 0.6490 |
220
+ | No log | 3.1589 | 338 | 0.4168 | 0.6092 | 0.4168 | 0.6456 |
221
+ | No log | 3.1776 | 340 | 0.4175 | 0.5931 | 0.4175 | 0.6462 |
222
+ | No log | 3.1963 | 342 | 0.4295 | 0.5797 | 0.4295 | 0.6554 |
223
+ | No log | 3.2150 | 344 | 0.4556 | 0.5646 | 0.4556 | 0.6750 |
224
+ | No log | 3.2336 | 346 | 0.4364 | 0.5998 | 0.4364 | 0.6606 |
225
+ | No log | 3.2523 | 348 | 0.4460 | 0.6103 | 0.4460 | 0.6678 |
226
+ | No log | 3.2710 | 350 | 0.4820 | 0.5895 | 0.4820 | 0.6943 |
227
+ | No log | 3.2897 | 352 | 0.4729 | 0.5895 | 0.4729 | 0.6877 |
228
+ | No log | 3.3084 | 354 | 0.4762 | 0.5886 | 0.4762 | 0.6901 |
229
+ | No log | 3.3271 | 356 | 0.5306 | 0.6010 | 0.5306 | 0.7284 |
230
+ | No log | 3.3458 | 358 | 0.4835 | 0.6009 | 0.4835 | 0.6954 |
231
+ | No log | 3.3645 | 360 | 0.5438 | 0.5586 | 0.5438 | 0.7375 |
232
+ | No log | 3.3832 | 362 | 0.5362 | 0.5491 | 0.5362 | 0.7322 |
233
+ | No log | 3.4019 | 364 | 0.4595 | 0.5833 | 0.4595 | 0.6779 |
234
+ | No log | 3.4206 | 366 | 0.4640 | 0.5729 | 0.4640 | 0.6812 |
235
+ | No log | 3.4393 | 368 | 0.5103 | 0.5709 | 0.5103 | 0.7144 |
236
+ | No log | 3.4579 | 370 | 0.6491 | 0.5249 | 0.6491 | 0.8057 |
237
+ | No log | 3.4766 | 372 | 0.5776 | 0.5319 | 0.5776 | 0.7600 |
238
+ | No log | 3.4953 | 374 | 0.4580 | 0.5987 | 0.4580 | 0.6767 |
239
+ | No log | 3.5140 | 376 | 0.4929 | 0.5773 | 0.4929 | 0.7021 |
240
+ | No log | 3.5327 | 378 | 0.4506 | 0.5845 | 0.4506 | 0.6713 |
241
+ | No log | 3.5514 | 380 | 0.5728 | 0.5177 | 0.5728 | 0.7568 |
242
+ | No log | 3.5701 | 382 | 0.7893 | 0.4646 | 0.7893 | 0.8884 |
243
+ | No log | 3.5888 | 384 | 0.7562 | 0.4692 | 0.7562 | 0.8696 |
244
+ | No log | 3.6075 | 386 | 0.5220 | 0.5494 | 0.5220 | 0.7225 |
245
+ | No log | 3.6262 | 388 | 0.4608 | 0.6145 | 0.4608 | 0.6788 |
246
+ | No log | 3.6449 | 390 | 0.4557 | 0.6145 | 0.4557 | 0.6751 |
247
+ | No log | 3.6636 | 392 | 0.4721 | 0.6199 | 0.4721 | 0.6871 |
248
+ | No log | 3.6822 | 394 | 0.5089 | 0.5951 | 0.5089 | 0.7134 |
249
+ | No log | 3.7009 | 396 | 0.4960 | 0.5942 | 0.4960 | 0.7043 |
250
+ | No log | 3.7196 | 398 | 0.4390 | 0.6109 | 0.4390 | 0.6625 |
251
+ | No log | 3.7383 | 400 | 0.4243 | 0.6161 | 0.4243 | 0.6514 |
252
+ | No log | 3.7570 | 402 | 0.4387 | 0.5971 | 0.4387 | 0.6623 |
253
+ | No log | 3.7757 | 404 | 0.4276 | 0.6299 | 0.4276 | 0.6539 |
254
+ | No log | 3.7944 | 406 | 0.4595 | 0.6058 | 0.4595 | 0.6779 |
255
+ | No log | 3.8131 | 408 | 0.5706 | 0.5414 | 0.5706 | 0.7554 |
256
+ | No log | 3.8318 | 410 | 0.5922 | 0.5290 | 0.5922 | 0.7695 |
257
+ | No log | 3.8505 | 412 | 0.4891 | 0.5711 | 0.4891 | 0.6994 |
258
+ | No log | 3.8692 | 414 | 0.4387 | 0.5795 | 0.4387 | 0.6624 |
259
+ | No log | 3.8879 | 416 | 0.4239 | 0.6005 | 0.4239 | 0.6511 |
260
+ | No log | 3.9065 | 418 | 0.4303 | 0.5710 | 0.4303 | 0.6560 |
261
+ | No log | 3.9252 | 420 | 0.4672 | 0.5808 | 0.4672 | 0.6835 |
262
+ | No log | 3.9439 | 422 | 0.5709 | 0.5160 | 0.5709 | 0.7556 |
263
+ | No log | 3.9626 | 424 | 0.6949 | 0.4602 | 0.6949 | 0.8336 |
264
+ | No log | 3.9813 | 426 | 0.6081 | 0.5052 | 0.6081 | 0.7798 |
265
+ | No log | 4.0 | 428 | 0.4424 | 0.6145 | 0.4424 | 0.6652 |
266
+ | No log | 4.0187 | 430 | 0.4601 | 0.5887 | 0.4601 | 0.6783 |
267
+ | No log | 4.0374 | 432 | 0.5240 | 0.5285 | 0.5240 | 0.7239 |
268
+ | No log | 4.0561 | 434 | 0.4570 | 0.5514 | 0.4570 | 0.6760 |
269
+ | No log | 4.0748 | 436 | 0.4189 | 0.5500 | 0.4189 | 0.6472 |
270
+ | No log | 4.0935 | 438 | 0.5569 | 0.5022 | 0.5569 | 0.7463 |
271
+ | No log | 4.1121 | 440 | 0.7538 | 0.4565 | 0.7538 | 0.8682 |
272
+ | No log | 4.1308 | 442 | 0.8203 | 0.4326 | 0.8203 | 0.9057 |
273
+ | No log | 4.1495 | 444 | 0.7150 | 0.5142 | 0.7150 | 0.8456 |
274
+ | No log | 4.1682 | 446 | 0.5252 | 0.5632 | 0.5252 | 0.7247 |
275
+ | No log | 4.1869 | 448 | 0.4602 | 0.6560 | 0.4602 | 0.6784 |
276
+ | No log | 4.2056 | 450 | 0.4635 | 0.6607 | 0.4635 | 0.6808 |
277
+ | No log | 4.2243 | 452 | 0.4491 | 0.6539 | 0.4491 | 0.6702 |
278
+ | No log | 4.2430 | 454 | 0.4370 | 0.6278 | 0.4370 | 0.6611 |
279
+ | No log | 4.2617 | 456 | 0.4423 | 0.6159 | 0.4423 | 0.6650 |
280
+ | No log | 4.2804 | 458 | 0.4376 | 0.6002 | 0.4376 | 0.6615 |
281
+ | No log | 4.2991 | 460 | 0.4470 | 0.5928 | 0.4470 | 0.6686 |
282
+ | No log | 4.3178 | 462 | 0.4753 | 0.5845 | 0.4753 | 0.6894 |
283
+ | No log | 4.3364 | 464 | 0.4516 | 0.5866 | 0.4516 | 0.6720 |
284
+ | No log | 4.3551 | 466 | 0.4210 | 0.5748 | 0.4210 | 0.6489 |
285
+ | No log | 4.3738 | 468 | 0.4203 | 0.5651 | 0.4203 | 0.6483 |
286
+ | No log | 4.3925 | 470 | 0.4301 | 0.5772 | 0.4301 | 0.6558 |
287
+ | No log | 4.4112 | 472 | 0.4505 | 0.6271 | 0.4505 | 0.6712 |
288
+ | No log | 4.4299 | 474 | 0.6108 | 0.5515 | 0.6108 | 0.7816 |
289
+ | No log | 4.4486 | 476 | 0.7790 | 0.5310 | 0.7790 | 0.8826 |
290
+ | No log | 4.4673 | 478 | 0.6549 | 0.5247 | 0.6549 | 0.8093 |
291
+ | No log | 4.4860 | 480 | 0.4581 | 0.6235 | 0.4581 | 0.6768 |
292
+ | No log | 4.5047 | 482 | 0.4360 | 0.5922 | 0.4360 | 0.6603 |
293
+ | No log | 4.5234 | 484 | 0.4343 | 0.5599 | 0.4343 | 0.6590 |
294
+ | No log | 4.5421 | 486 | 0.4220 | 0.5371 | 0.4220 | 0.6496 |
295
+ | No log | 4.5607 | 488 | 0.4856 | 0.5244 | 0.4856 | 0.6969 |
296
+ | No log | 4.5794 | 490 | 0.5197 | 0.4743 | 0.5197 | 0.7209 |
297
+ | No log | 4.5981 | 492 | 0.4484 | 0.5567 | 0.4484 | 0.6696 |
298
+ | No log | 4.6168 | 494 | 0.4309 | 0.6004 | 0.4309 | 0.6564 |
299
+ | No log | 4.6355 | 496 | 0.4713 | 0.5821 | 0.4713 | 0.6865 |
300
+ | No log | 4.6542 | 498 | 0.5032 | 0.5793 | 0.5032 | 0.7093 |
301
+ | 0.44 | 4.6729 | 500 | 0.5410 | 0.5321 | 0.5410 | 0.7355 |
302
+ | 0.44 | 4.6916 | 502 | 0.5226 | 0.5544 | 0.5226 | 0.7229 |
303
+ | 0.44 | 4.7103 | 504 | 0.5651 | 0.5451 | 0.5651 | 0.7518 |
304
+ | 0.44 | 4.7290 | 506 | 0.5332 | 0.5525 | 0.5332 | 0.7302 |
305
+ | 0.44 | 4.7477 | 508 | 0.5170 | 0.5454 | 0.5170 | 0.7190 |
306
+ | 0.44 | 4.7664 | 510 | 0.4774 | 0.5555 | 0.4774 | 0.6909 |
307
+ | 0.44 | 4.7850 | 512 | 0.4844 | 0.5827 | 0.4844 | 0.6960 |
308
+ | 0.44 | 4.8037 | 514 | 0.4944 | 0.5606 | 0.4944 | 0.7031 |
309
+ | 0.44 | 4.8224 | 516 | 0.6055 | 0.5477 | 0.6055 | 0.7781 |
310
+ | 0.44 | 4.8411 | 518 | 0.5905 | 0.5374 | 0.5905 | 0.7684 |
311
+ | 0.44 | 4.8598 | 520 | 0.4595 | 0.6069 | 0.4595 | 0.6779 |
312
+ | 0.44 | 4.8785 | 522 | 0.4549 | 0.5800 | 0.4549 | 0.6745 |
313
+ | 0.44 | 4.8972 | 524 | 0.4527 | 0.5910 | 0.4527 | 0.6729 |
314
+ | 0.44 | 4.9159 | 526 | 0.6097 | 0.5013 | 0.6097 | 0.7808 |
315
+ | 0.44 | 4.9346 | 528 | 0.5938 | 0.4974 | 0.5938 | 0.7706 |
316
+ | 0.44 | 4.9533 | 530 | 0.4593 | 0.5712 | 0.4593 | 0.6777 |
317
+ | 0.44 | 4.9720 | 532 | 0.4859 | 0.5330 | 0.4859 | 0.6971 |
318
+ | 0.44 | 4.9907 | 534 | 0.5190 | 0.5098 | 0.5190 | 0.7204 |
319
+ | 0.44 | 5.0093 | 536 | 0.4406 | 0.5531 | 0.4406 | 0.6638 |
320
+ | 0.44 | 5.0280 | 538 | 0.4553 | 0.5469 | 0.4553 | 0.6747 |
321
+ | 0.44 | 5.0467 | 540 | 0.4822 | 0.5200 | 0.4822 | 0.6944 |
322
+ | 0.44 | 5.0654 | 542 | 0.4354 | 0.5480 | 0.4354 | 0.6599 |
323
+ | 0.44 | 5.0841 | 544 | 0.4260 | 0.5663 | 0.4260 | 0.6527 |
324
+ | 0.44 | 5.1028 | 546 | 0.4289 | 0.5904 | 0.4289 | 0.6549 |
325
+ | 0.44 | 5.1215 | 548 | 0.4751 | 0.5655 | 0.4751 | 0.6893 |
326
+ | 0.44 | 5.1402 | 550 | 0.5134 | 0.5625 | 0.5134 | 0.7165 |
327
+ | 0.44 | 5.1589 | 552 | 0.4484 | 0.5845 | 0.4484 | 0.6696 |
328
+ | 0.44 | 5.1776 | 554 | 0.4412 | 0.5916 | 0.4412 | 0.6642 |
329
+ | 0.44 | 5.1963 | 556 | 0.4615 | 0.5855 | 0.4615 | 0.6793 |
330
+ | 0.44 | 5.2150 | 558 | 0.4330 | 0.6124 | 0.4330 | 0.6580 |
331
+ | 0.44 | 5.2336 | 560 | 0.4269 | 0.6170 | 0.4269 | 0.6533 |
332
+ | 0.44 | 5.2523 | 562 | 0.4568 | 0.5773 | 0.4568 | 0.6759 |
333
+ | 0.44 | 5.2710 | 564 | 0.5293 | 0.5277 | 0.5293 | 0.7275 |
334
+ | 0.44 | 5.2897 | 566 | 0.5187 | 0.5306 | 0.5187 | 0.7202 |
335
+ | 0.44 | 5.3084 | 568 | 0.5115 | 0.5259 | 0.5115 | 0.7152 |
336
+ | 0.44 | 5.3271 | 570 | 0.4764 | 0.5641 | 0.4764 | 0.6902 |
337
+ | 0.44 | 5.3458 | 572 | 0.4757 | 0.5827 | 0.4757 | 0.6897 |
338
+ | 0.44 | 5.3645 | 574 | 0.5077 | 0.6017 | 0.5077 | 0.7125 |
339
+ | 0.44 | 5.3832 | 576 | 0.4954 | 0.5887 | 0.4954 | 0.7039 |
340
+ | 0.44 | 5.4019 | 578 | 0.5533 | 0.5813 | 0.5533 | 0.7438 |
341
+ | 0.44 | 5.4206 | 580 | 0.5567 | 0.5704 | 0.5567 | 0.7462 |
342
+ | 0.44 | 5.4393 | 582 | 0.4772 | 0.5973 | 0.4772 | 0.6908 |
343
+ | 0.44 | 5.4579 | 584 | 0.4370 | 0.5964 | 0.4370 | 0.6611 |
344
+ | 0.44 | 5.4766 | 586 | 0.4385 | 0.5916 | 0.4385 | 0.6622 |
345
+ | 0.44 | 5.4953 | 588 | 0.4285 | 0.5707 | 0.4285 | 0.6546 |
346
+ | 0.44 | 5.5140 | 590 | 0.4659 | 0.5213 | 0.4659 | 0.6825 |
347
+ | 0.44 | 5.5327 | 592 | 0.7091 | 0.4905 | 0.7091 | 0.8421 |
348
+ | 0.44 | 5.5514 | 594 | 0.8549 | 0.4557 | 0.8549 | 0.9246 |
349
+ | 0.44 | 5.5701 | 596 | 0.7128 | 0.5169 | 0.7128 | 0.8442 |
350
+ | 0.44 | 5.5888 | 598 | 0.5429 | 0.5532 | 0.5429 | 0.7368 |
351
+ | 0.44 | 5.6075 | 600 | 0.4380 | 0.6087 | 0.4380 | 0.6618 |
352
+ | 0.44 | 5.6262 | 602 | 0.4574 | 0.6236 | 0.4574 | 0.6763 |
353
+ | 0.44 | 5.6449 | 604 | 0.4384 | 0.6278 | 0.4384 | 0.6621 |
354
+ | 0.44 | 5.6636 | 606 | 0.4307 | 0.5889 | 0.4307 | 0.6563 |
355
+ | 0.44 | 5.6822 | 608 | 0.4915 | 0.5389 | 0.4915 | 0.7010 |
356
+ | 0.44 | 5.7009 | 610 | 0.5625 | 0.5186 | 0.5625 | 0.7500 |
357
+ | 0.44 | 5.7196 | 612 | 0.5036 | 0.5605 | 0.5036 | 0.7096 |
358
+ | 0.44 | 5.7383 | 614 | 0.4342 | 0.5865 | 0.4342 | 0.6589 |
359
+ | 0.44 | 5.7570 | 616 | 0.4390 | 0.5788 | 0.4390 | 0.6626 |
360
+ | 0.44 | 5.7757 | 618 | 0.4546 | 0.5736 | 0.4546 | 0.6743 |
361
+ | 0.44 | 5.7944 | 620 | 0.5042 | 0.5417 | 0.5042 | 0.7101 |
362
+ | 0.44 | 5.8131 | 622 | 0.4891 | 0.5451 | 0.4891 | 0.6994 |
363
+ | 0.44 | 5.8318 | 624 | 0.4573 | 0.6130 | 0.4573 | 0.6762 |
364
+ | 0.44 | 5.8505 | 626 | 0.4553 | 0.5893 | 0.4553 | 0.6748 |
365
+ | 0.44 | 5.8692 | 628 | 0.4405 | 0.5897 | 0.4405 | 0.6637 |
366
+ | 0.44 | 5.8879 | 630 | 0.4357 | 0.5657 | 0.4357 | 0.6600 |
367
+ | 0.44 | 5.9065 | 632 | 0.4422 | 0.5793 | 0.4422 | 0.6650 |
368
+ | 0.44 | 5.9252 | 634 | 0.4969 | 0.5260 | 0.4969 | 0.7049 |
369
+ | 0.44 | 5.9439 | 636 | 0.4752 | 0.5620 | 0.4752 | 0.6894 |
370
+ | 0.44 | 5.9626 | 638 | 0.4449 | 0.5903 | 0.4449 | 0.6670 |
371
+ | 0.44 | 5.9813 | 640 | 0.4538 | 0.5914 | 0.4538 | 0.6736 |
372
+ | 0.44 | 6.0 | 642 | 0.4837 | 0.5711 | 0.4837 | 0.6955 |
373
+ | 0.44 | 6.0187 | 644 | 0.5024 | 0.5741 | 0.5024 | 0.7088 |
374
+ | 0.44 | 6.0374 | 646 | 0.4454 | 0.5915 | 0.4454 | 0.6674 |
375
+ | 0.44 | 6.0561 | 648 | 0.4301 | 0.6084 | 0.4301 | 0.6558 |
376
+ | 0.44 | 6.0748 | 650 | 0.4411 | 0.6289 | 0.4411 | 0.6642 |
377
+ | 0.44 | 6.0935 | 652 | 0.4568 | 0.6231 | 0.4568 | 0.6759 |
378
+ | 0.44 | 6.1121 | 654 | 0.4397 | 0.6213 | 0.4397 | 0.6631 |
379
+ | 0.44 | 6.1308 | 656 | 0.4692 | 0.6151 | 0.4692 | 0.6850 |
380
+ | 0.44 | 6.1495 | 658 | 0.4458 | 0.6125 | 0.4458 | 0.6677 |
381
+ | 0.44 | 6.1682 | 660 | 0.4813 | 0.5752 | 0.4813 | 0.6938 |
382
+ | 0.44 | 6.1869 | 662 | 0.4894 | 0.5810 | 0.4894 | 0.6996 |
383
+ | 0.44 | 6.2056 | 664 | 0.4533 | 0.6142 | 0.4533 | 0.6733 |
384
+ | 0.44 | 6.2243 | 666 | 0.4306 | 0.6125 | 0.4306 | 0.6562 |
385
+ | 0.44 | 6.2430 | 668 | 0.4613 | 0.6017 | 0.4613 | 0.6792 |
386
+ | 0.44 | 6.2617 | 670 | 0.6059 | 0.5200 | 0.6059 | 0.7784 |
387
+ | 0.44 | 6.2804 | 672 | 0.5577 | 0.5697 | 0.5577 | 0.7468 |
388
+ | 0.44 | 6.2991 | 674 | 0.4299 | 0.6071 | 0.4299 | 0.6557 |
389
+ | 0.44 | 6.3178 | 676 | 0.4536 | 0.6310 | 0.4536 | 0.6735 |
390
+ | 0.44 | 6.3364 | 678 | 0.4426 | 0.6303 | 0.4426 | 0.6653 |
391
+ | 0.44 | 6.3551 | 680 | 0.4197 | 0.5927 | 0.4197 | 0.6478 |
392
+ | 0.44 | 6.3738 | 682 | 0.5827 | 0.5364 | 0.5827 | 0.7634 |
393
+ | 0.44 | 6.3925 | 684 | 0.7149 | 0.4781 | 0.7149 | 0.8455 |
394
+ | 0.44 | 6.4112 | 686 | 0.6384 | 0.5236 | 0.6384 | 0.7990 |
395
+ | 0.44 | 6.4299 | 688 | 0.4751 | 0.6339 | 0.4751 | 0.6893 |
396
+ | 0.44 | 6.4486 | 690 | 0.4847 | 0.5884 | 0.4847 | 0.6962 |
397
+ | 0.44 | 6.4673 | 692 | 0.5601 | 0.5755 | 0.5601 | 0.7484 |
398
+ | 0.44 | 6.4860 | 694 | 0.4919 | 0.6014 | 0.4919 | 0.7014 |
399
+ | 0.44 | 6.5047 | 696 | 0.4435 | 0.6368 | 0.4435 | 0.6660 |
400
+ | 0.44 | 6.5234 | 698 | 0.5928 | 0.5332 | 0.5928 | 0.7699 |
401
+ | 0.44 | 6.5421 | 700 | 0.6551 | 0.5031 | 0.6551 | 0.8094 |
402
+ | 0.44 | 6.5607 | 702 | 0.5443 | 0.5234 | 0.5443 | 0.7378 |
403
+ | 0.44 | 6.5794 | 704 | 0.4166 | 0.6034 | 0.4166 | 0.6455 |
404
+ | 0.44 | 6.5981 | 706 | 0.4176 | 0.6111 | 0.4176 | 0.6462 |
405
+ | 0.44 | 6.6168 | 708 | 0.4098 | 0.5793 | 0.4098 | 0.6402 |
406
+ | 0.44 | 6.6355 | 710 | 0.4229 | 0.5971 | 0.4229 | 0.6503 |
407
+ | 0.44 | 6.6542 | 712 | 0.4413 | 0.5689 | 0.4413 | 0.6643 |
408
+ | 0.44 | 6.6729 | 714 | 0.4732 | 0.5631 | 0.4732 | 0.6879 |
409
+ | 0.44 | 6.6916 | 716 | 0.4663 | 0.5821 | 0.4663 | 0.6828 |
410
+ | 0.44 | 6.7103 | 718 | 0.4603 | 0.6135 | 0.4603 | 0.6784 |
411
+ | 0.44 | 6.7290 | 720 | 0.4582 | 0.6241 | 0.4582 | 0.6769 |
412
+ | 0.44 | 6.7477 | 722 | 0.4778 | 0.6096 | 0.4778 | 0.6912 |
413
+ | 0.44 | 6.7664 | 724 | 0.5030 | 0.5780 | 0.5030 | 0.7092 |
414
+ | 0.44 | 6.7850 | 726 | 0.6619 | 0.5428 | 0.6619 | 0.8135 |
415
+ | 0.44 | 6.8037 | 728 | 0.7985 | 0.4880 | 0.7985 | 0.8936 |
416
+ | 0.44 | 6.8224 | 730 | 0.6069 | 0.5209 | 0.6069 | 0.7790 |
417
+ | 0.44 | 6.8411 | 732 | 0.4262 | 0.6145 | 0.4262 | 0.6528 |
418
+ | 0.44 | 6.8598 | 734 | 0.4187 | 0.6095 | 0.4187 | 0.6471 |
419
+ | 0.44 | 6.8785 | 736 | 0.4181 | 0.5894 | 0.4181 | 0.6466 |
420
+ | 0.44 | 6.8972 | 738 | 0.4192 | 0.5558 | 0.4192 | 0.6474 |
421
+ | 0.44 | 6.9159 | 740 | 0.4594 | 0.5755 | 0.4594 | 0.6778 |
422
+ | 0.44 | 6.9346 | 742 | 0.4590 | 0.5478 | 0.4590 | 0.6775 |
423
+ | 0.44 | 6.9533 | 744 | 0.4788 | 0.5575 | 0.4788 | 0.6920 |
424
+ | 0.44 | 6.9720 | 746 | 0.4574 | 0.5526 | 0.4574 | 0.6763 |
425
+ | 0.44 | 6.9907 | 748 | 0.4602 | 0.5891 | 0.4602 | 0.6784 |
426
+ | 0.44 | 7.0093 | 750 | 0.5189 | 0.5460 | 0.5189 | 0.7204 |
427
+ | 0.44 | 7.0280 | 752 | 0.5236 | 0.5646 | 0.5236 | 0.7236 |
428
+ | 0.44 | 7.0467 | 754 | 0.4499 | 0.5951 | 0.4499 | 0.6708 |
429
+ | 0.44 | 7.0654 | 756 | 0.4374 | 0.5891 | 0.4374 | 0.6614 |
430
+ | 0.44 | 7.0841 | 758 | 0.4388 | 0.5693 | 0.4388 | 0.6624 |
431
+ | 0.44 | 7.1028 | 760 | 0.4810 | 0.5482 | 0.4810 | 0.6935 |
432
+ | 0.44 | 7.1215 | 762 | 0.4647 | 0.5461 | 0.4647 | 0.6817 |
433
+ | 0.44 | 7.1402 | 764 | 0.4576 | 0.5646 | 0.4576 | 0.6765 |
434
+ | 0.44 | 7.1589 | 766 | 0.4352 | 0.5752 | 0.4352 | 0.6597 |
435
+ | 0.44 | 7.1776 | 768 | 0.4284 | 0.6079 | 0.4284 | 0.6546 |
436
+ | 0.44 | 7.1963 | 770 | 0.4440 | 0.5971 | 0.4440 | 0.6663 |
437
+ | 0.44 | 7.2150 | 772 | 0.5070 | 0.5741 | 0.5070 | 0.7121 |
438
+ | 0.44 | 7.2336 | 774 | 0.5825 | 0.5449 | 0.5825 | 0.7632 |
439
+ | 0.44 | 7.2523 | 776 | 0.6215 | 0.5357 | 0.6215 | 0.7884 |
440
+ | 0.44 | 7.2710 | 778 | 0.5875 | 0.5457 | 0.5875 | 0.7665 |
441
+ | 0.44 | 7.2897 | 780 | 0.4969 | 0.5744 | 0.4969 | 0.7049 |
442
+ | 0.44 | 7.3084 | 782 | 0.4507 | 0.6148 | 0.4507 | 0.6713 |
443
+ | 0.44 | 7.3271 | 784 | 0.4433 | 0.5991 | 0.4433 | 0.6658 |
444
+ | 0.44 | 7.3458 | 786 | 0.4486 | 0.5900 | 0.4486 | 0.6697 |
445
+ | 0.44 | 7.3645 | 788 | 0.4219 | 0.5954 | 0.4219 | 0.6495 |
446
+ | 0.44 | 7.3832 | 790 | 0.4202 | 0.5917 | 0.4202 | 0.6482 |
447
+ | 0.44 | 7.4019 | 792 | 0.4577 | 0.5864 | 0.4577 | 0.6765 |
448
+ | 0.44 | 7.4206 | 794 | 0.4401 | 0.6056 | 0.4401 | 0.6634 |
449
+ | 0.44 | 7.4393 | 796 | 0.4030 | 0.6058 | 0.4030 | 0.6349 |
450
+ | 0.44 | 7.4579 | 798 | 0.4021 | 0.6053 | 0.4021 | 0.6341 |
451
+ | 0.44 | 7.4766 | 800 | 0.4092 | 0.6130 | 0.4092 | 0.6396 |
452
+ | 0.44 | 7.4953 | 802 | 0.4732 | 0.5940 | 0.4732 | 0.6879 |
453
+ | 0.44 | 7.5140 | 804 | 0.4422 | 0.5905 | 0.4422 | 0.6650 |
454
+ | 0.44 | 7.5327 | 806 | 0.4057 | 0.6069 | 0.4057 | 0.6370 |
455
+ | 0.44 | 7.5514 | 808 | 0.4191 | 0.5863 | 0.4191 | 0.6473 |
456
+ | 0.44 | 7.5701 | 810 | 0.4052 | 0.6200 | 0.4052 | 0.6366 |
457
+ | 0.44 | 7.5888 | 812 | 0.4535 | 0.5928 | 0.4535 | 0.6734 |
458
+ | 0.44 | 7.6075 | 814 | 0.4687 | 0.5989 | 0.4687 | 0.6846 |
459
+ | 0.44 | 7.6262 | 816 | 0.4208 | 0.6184 | 0.4208 | 0.6487 |
460
+ | 0.44 | 7.6449 | 818 | 0.4223 | 0.6438 | 0.4223 | 0.6499 |
461
+ | 0.44 | 7.6636 | 820 | 0.4219 | 0.6448 | 0.4219 | 0.6496 |
462
+ | 0.44 | 7.6822 | 822 | 0.4902 | 0.6144 | 0.4902 | 0.7002 |
463
+ | 0.44 | 7.7009 | 824 | 0.5360 | 0.5899 | 0.5360 | 0.7322 |
464
+ | 0.44 | 7.7196 | 826 | 0.4526 | 0.6451 | 0.4526 | 0.6727 |
465
+ | 0.44 | 7.7383 | 828 | 0.4198 | 0.6280 | 0.4198 | 0.6479 |
466
+ | 0.44 | 7.7570 | 830 | 0.4201 | 0.6297 | 0.4201 | 0.6481 |
467
+ | 0.44 | 7.7757 | 832 | 0.4296 | 0.6270 | 0.4296 | 0.6554 |
468
+ | 0.44 | 7.7944 | 834 | 0.4381 | 0.6276 | 0.4381 | 0.6619 |
469
+ | 0.44 | 7.8131 | 836 | 0.4736 | 0.5687 | 0.4736 | 0.6882 |
470
+ | 0.44 | 7.8318 | 838 | 0.4225 | 0.5711 | 0.4225 | 0.6500 |
471
+ | 0.44 | 7.8505 | 840 | 0.4062 | 0.5619 | 0.4062 | 0.6374 |
472
+ | 0.44 | 7.8692 | 842 | 0.4148 | 0.5812 | 0.4148 | 0.6441 |
473
+ | 0.44 | 7.8879 | 844 | 0.4100 | 0.5878 | 0.4100 | 0.6403 |
474
+ | 0.44 | 7.9065 | 846 | 0.4149 | 0.5859 | 0.4149 | 0.6442 |
475
+ | 0.44 | 7.9252 | 848 | 0.4425 | 0.5932 | 0.4425 | 0.6652 |
476
+ | 0.44 | 7.9439 | 850 | 0.5110 | 0.5828 | 0.5110 | 0.7148 |
477
+ | 0.44 | 7.9626 | 852 | 0.5376 | 0.5741 | 0.5376 | 0.7332 |
478
+ | 0.44 | 7.9813 | 854 | 0.5031 | 0.6161 | 0.5031 | 0.7093 |
479
+ | 0.44 | 8.0 | 856 | 0.4640 | 0.6045 | 0.4640 | 0.6811 |
480
+ | 0.44 | 8.0187 | 858 | 0.4689 | 0.6130 | 0.4689 | 0.6848 |
481
+ | 0.44 | 8.0374 | 860 | 0.5064 | 0.6061 | 0.5064 | 0.7116 |
482
+ | 0.44 | 8.0561 | 862 | 0.4566 | 0.6225 | 0.4566 | 0.6757 |
483
+ | 0.44 | 8.0748 | 864 | 0.4133 | 0.6480 | 0.4133 | 0.6429 |
484
+ | 0.44 | 8.0935 | 866 | 0.4088 | 0.5981 | 0.4088 | 0.6394 |
485
+ | 0.44 | 8.1121 | 868 | 0.4218 | 0.6004 | 0.4218 | 0.6495 |
486
+ | 0.44 | 8.1308 | 870 | 0.4573 | 0.5916 | 0.4573 | 0.6763 |
487
+ | 0.44 | 8.1495 | 872 | 0.4834 | 0.5878 | 0.4834 | 0.6953 |
488
+ | 0.44 | 8.1682 | 874 | 0.4799 | 0.5934 | 0.4799 | 0.6927 |
489
+ | 0.44 | 8.1869 | 876 | 0.4401 | 0.5611 | 0.4401 | 0.6634 |
490
+ | 0.44 | 8.2056 | 878 | 0.4304 | 0.6021 | 0.4304 | 0.6561 |
491
+ | 0.44 | 8.2243 | 880 | 0.4455 | 0.5741 | 0.4455 | 0.6675 |
492
+ | 0.44 | 8.2430 | 882 | 0.4484 | 0.5883 | 0.4484 | 0.6696 |
493
+ | 0.44 | 8.2617 | 884 | 0.4736 | 0.6092 | 0.4736 | 0.6882 |
494
+ | 0.44 | 8.2804 | 886 | 0.5663 | 0.5693 | 0.5663 | 0.7525 |
495
+ | 0.44 | 8.2991 | 888 | 0.6675 | 0.5293 | 0.6675 | 0.8170 |
496
+ | 0.44 | 8.3178 | 890 | 0.5832 | 0.5854 | 0.5832 | 0.7637 |
497
+ | 0.44 | 8.3364 | 892 | 0.4503 | 0.6193 | 0.4503 | 0.6711 |
498
+ | 0.44 | 8.3551 | 894 | 0.4370 | 0.6024 | 0.4370 | 0.6611 |
499
+ | 0.44 | 8.3738 | 896 | 0.4295 | 0.6263 | 0.4295 | 0.6553 |
500
+ | 0.44 | 8.3925 | 898 | 0.4540 | 0.5750 | 0.4540 | 0.6738 |
501
+ | 0.44 | 8.4112 | 900 | 0.4702 | 0.5537 | 0.4702 | 0.6857 |
502
+ | 0.44 | 8.4299 | 902 | 0.4667 | 0.5407 | 0.4667 | 0.6831 |
503
+ | 0.44 | 8.4486 | 904 | 0.4610 | 0.5936 | 0.4610 | 0.6790 |
504
+ | 0.44 | 8.4673 | 906 | 0.4516 | 0.6111 | 0.4516 | 0.6720 |
505
+ | 0.44 | 8.4860 | 908 | 0.4536 | 0.6322 | 0.4536 | 0.6735 |
506
+ | 0.44 | 8.5047 | 910 | 0.4601 | 0.5986 | 0.4601 | 0.6783 |
507
+ | 0.44 | 8.5234 | 912 | 0.4612 | 0.6202 | 0.4612 | 0.6791 |
508
+ | 0.44 | 8.5421 | 914 | 0.5506 | 0.5812 | 0.5506 | 0.7420 |
509
+ | 0.44 | 8.5607 | 916 | 0.5485 | 0.5758 | 0.5485 | 0.7406 |
510
+ | 0.44 | 8.5794 | 918 | 0.4687 | 0.6111 | 0.4687 | 0.6846 |
511
+ | 0.44 | 8.5981 | 920 | 0.4507 | 0.6479 | 0.4507 | 0.6713 |
512
+ | 0.44 | 8.6168 | 922 | 0.4508 | 0.6407 | 0.4508 | 0.6714 |
513
+ | 0.44 | 8.6355 | 924 | 0.4646 | 0.6323 | 0.4646 | 0.6816 |
514
+ | 0.44 | 8.6542 | 926 | 0.4585 | 0.6358 | 0.4585 | 0.6771 |
515
+ | 0.44 | 8.6729 | 928 | 0.4233 | 0.6352 | 0.4233 | 0.6506 |
516
+ | 0.44 | 8.6916 | 930 | 0.4187 | 0.6286 | 0.4187 | 0.6470 |
517
+ | 0.44 | 8.7103 | 932 | 0.4584 | 0.6021 | 0.4584 | 0.6770 |
518
+ | 0.44 | 8.7290 | 934 | 0.5342 | 0.5306 | 0.5342 | 0.7309 |
519
+ | 0.44 | 8.7477 | 936 | 0.5183 | 0.5678 | 0.5183 | 0.7199 |
520
+ | 0.44 | 8.7664 | 938 | 0.4366 | 0.6238 | 0.4366 | 0.6608 |
521
+ | 0.44 | 8.7850 | 940 | 0.4202 | 0.6312 | 0.4202 | 0.6483 |
522
+ | 0.44 | 8.8037 | 942 | 0.4312 | 0.6217 | 0.4312 | 0.6567 |
523
+ | 0.44 | 8.8224 | 944 | 0.4668 | 0.6145 | 0.4668 | 0.6832 |
524
+ | 0.44 | 8.8411 | 946 | 0.5523 | 0.5839 | 0.5523 | 0.7432 |
525
+ | 0.44 | 8.8598 | 948 | 0.5117 | 0.5971 | 0.5117 | 0.7153 |
526
+ | 0.44 | 8.8785 | 950 | 0.4472 | 0.6313 | 0.4472 | 0.6688 |
527
+ | 0.44 | 8.8972 | 952 | 0.4329 | 0.6454 | 0.4329 | 0.6579 |
528
+ | 0.44 | 8.9159 | 954 | 0.4779 | 0.5994 | 0.4779 | 0.6913 |
529
+ | 0.44 | 8.9346 | 956 | 0.5891 | 0.5688 | 0.5891 | 0.7675 |
530
+ | 0.44 | 8.9533 | 958 | 0.6716 | 0.5596 | 0.6716 | 0.8195 |
531
+ | 0.44 | 8.9720 | 960 | 0.5798 | 0.6041 | 0.5798 | 0.7615 |
532
+ | 0.44 | 8.9907 | 962 | 0.4567 | 0.6101 | 0.4567 | 0.6758 |
533
+ | 0.44 | 9.0093 | 964 | 0.4408 | 0.6383 | 0.4408 | 0.6639 |
534
+ | 0.44 | 9.0280 | 966 | 0.4268 | 0.6172 | 0.4268 | 0.6533 |
535
+ | 0.44 | 9.0467 | 968 | 0.4336 | 0.5966 | 0.4336 | 0.6585 |
536
+ | 0.44 | 9.0654 | 970 | 0.5139 | 0.5610 | 0.5139 | 0.7169 |
537
+ | 0.44 | 9.0841 | 972 | 0.5275 | 0.5558 | 0.5275 | 0.7263 |
538
+ | 0.44 | 9.1028 | 974 | 0.4556 | 0.6041 | 0.4556 | 0.6750 |
539
+ | 0.44 | 9.1215 | 976 | 0.4086 | 0.6106 | 0.4086 | 0.6392 |
540
+ | 0.44 | 9.1402 | 978 | 0.4073 | 0.6322 | 0.4073 | 0.6382 |
541
+ | 0.44 | 9.1589 | 980 | 0.4189 | 0.5883 | 0.4189 | 0.6472 |
542
+ | 0.44 | 9.1776 | 982 | 0.5195 | 0.5890 | 0.5195 | 0.7208 |
543
+ | 0.44 | 9.1963 | 984 | 0.5394 | 0.5639 | 0.5394 | 0.7344 |
544
+ | 0.44 | 9.2150 | 986 | 0.4614 | 0.5821 | 0.4614 | 0.6792 |
545
+ | 0.44 | 9.2336 | 988 | 0.4186 | 0.6064 | 0.4186 | 0.6470 |
546
+ | 0.44 | 9.2523 | 990 | 0.4346 | 0.6004 | 0.4346 | 0.6592 |
547
+ | 0.44 | 9.2710 | 992 | 0.5216 | 0.5737 | 0.5216 | 0.7222 |
548
+ | 0.44 | 9.2897 | 994 | 0.5243 | 0.5676 | 0.5243 | 0.7241 |
549
+ | 0.44 | 9.3084 | 996 | 0.4751 | 0.5978 | 0.4751 | 0.6893 |
550
+ | 0.44 | 9.3271 | 998 | 0.4398 | 0.6131 | 0.4398 | 0.6632 |
551
+ | 0.1373 | 9.3458 | 1000 | 0.4565 | 0.6209 | 0.4565 | 0.6756 |
552
+ | 0.1373 | 9.3645 | 1002 | 0.4402 | 0.5999 | 0.4402 | 0.6635 |
553
+ | 0.1373 | 9.3832 | 1004 | 0.4387 | 0.5769 | 0.4387 | 0.6623 |
554
+ | 0.1373 | 9.4019 | 1006 | 0.5993 | 0.5255 | 0.5993 | 0.7741 |
555
+ | 0.1373 | 9.4206 | 1008 | 0.7827 | 0.4772 | 0.7827 | 0.8847 |
556
+ | 0.1373 | 9.4393 | 1010 | 0.7604 | 0.4863 | 0.7604 | 0.8720 |
557
 
558
 
559
  ### Framework versions