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Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask3_holistic

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Safetensors
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_grammar
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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_grammar
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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: 0.5050
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- - Qwk: 0.6388
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- - Mse: 0.5050
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- - Rmse: 0.7106
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  ## Model description
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@@ -47,266 +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 | 0.0194 | 2 | 4.4958 | -0.0054 | 4.4958 | 2.1203 |
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- | No log | 0.0388 | 4 | 2.8399 | 0.0632 | 2.8400 | 1.6852 |
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- | No log | 0.0583 | 6 | 2.0492 | 0.0432 | 2.0492 | 1.4315 |
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- | No log | 0.0777 | 8 | 1.0146 | 0.1781 | 1.0146 | 1.0073 |
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- | No log | 0.0971 | 10 | 0.8743 | 0.0522 | 0.8743 | 0.9350 |
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- | No log | 0.1165 | 12 | 0.9642 | 0.0731 | 0.9642 | 0.9819 |
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- | No log | 0.1359 | 14 | 0.9471 | 0.1030 | 0.9471 | 0.9732 |
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- | No log | 0.1553 | 16 | 0.8465 | 0.0674 | 0.8465 | 0.9201 |
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- | No log | 0.1748 | 18 | 0.8455 | 0.2360 | 0.8455 | 0.9195 |
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- | No log | 0.1942 | 20 | 0.8698 | 0.1910 | 0.8698 | 0.9326 |
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- | No log | 0.2136 | 22 | 0.7840 | 0.3570 | 0.7840 | 0.8855 |
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- | No log | 0.2330 | 24 | 0.6955 | 0.3456 | 0.6955 | 0.8340 |
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- | No log | 0.2524 | 26 | 0.6584 | 0.3346 | 0.6584 | 0.8114 |
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- | No log | 0.2718 | 28 | 0.6445 | 0.3874 | 0.6445 | 0.8028 |
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- | No log | 0.2913 | 30 | 0.7288 | 0.3786 | 0.7288 | 0.8537 |
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- | No log | 0.3107 | 32 | 0.6198 | 0.4433 | 0.6198 | 0.7873 |
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- | No log | 0.3301 | 34 | 0.6510 | 0.3971 | 0.6510 | 0.8068 |
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- | No log | 0.3495 | 36 | 0.7866 | 0.2753 | 0.7866 | 0.8869 |
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- | No log | 0.3689 | 38 | 0.7707 | 0.2445 | 0.7707 | 0.8779 |
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- | No log | 0.3883 | 40 | 0.7219 | 0.2483 | 0.7219 | 0.8496 |
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- | No log | 0.4078 | 42 | 0.6840 | 0.2715 | 0.6840 | 0.8270 |
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- | No log | 0.4272 | 44 | 0.6243 | 0.3506 | 0.6243 | 0.7901 |
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- | No log | 0.4466 | 46 | 0.6064 | 0.4378 | 0.6064 | 0.7787 |
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- | No log | 0.4660 | 48 | 0.7324 | 0.3871 | 0.7324 | 0.8558 |
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- | No log | 0.4854 | 50 | 0.7590 | 0.4165 | 0.7590 | 0.8712 |
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- | No log | 0.5049 | 52 | 0.6698 | 0.4281 | 0.6698 | 0.8184 |
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- | No log | 0.5243 | 54 | 0.5848 | 0.5165 | 0.5848 | 0.7647 |
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- | No log | 0.5437 | 56 | 0.5371 | 0.5142 | 0.5371 | 0.7329 |
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- | No log | 0.5631 | 58 | 0.5849 | 0.5200 | 0.5849 | 0.7648 |
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- | No log | 0.5825 | 60 | 0.6442 | 0.4371 | 0.6442 | 0.8026 |
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- | No log | 0.6019 | 62 | 0.9557 | 0.4008 | 0.9557 | 0.9776 |
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- | No log | 0.6214 | 64 | 1.0889 | 0.2727 | 1.0889 | 1.0435 |
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- | No log | 0.6408 | 66 | 0.6953 | 0.4244 | 0.6953 | 0.8338 |
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- | No log | 0.6602 | 68 | 0.6924 | 0.4619 | 0.6924 | 0.8321 |
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- | No log | 0.6796 | 70 | 0.6382 | 0.5098 | 0.6382 | 0.7989 |
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- | No log | 0.6990 | 72 | 0.5425 | 0.4735 | 0.5425 | 0.7365 |
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- | No log | 0.7184 | 74 | 0.5192 | 0.4607 | 0.5192 | 0.7205 |
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- | No log | 0.7379 | 76 | 0.5212 | 0.4788 | 0.5212 | 0.7220 |
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- | No log | 0.7573 | 78 | 0.5332 | 0.5214 | 0.5332 | 0.7302 |
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- | No log | 0.7767 | 80 | 0.5601 | 0.5618 | 0.5601 | 0.7484 |
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- | No log | 0.7961 | 82 | 0.5769 | 0.5551 | 0.5769 | 0.7596 |
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- | No log | 0.8155 | 84 | 0.5894 | 0.5560 | 0.5894 | 0.7677 |
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- | No log | 0.8350 | 86 | 0.5840 | 0.5721 | 0.5840 | 0.7642 |
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- | No log | 0.8544 | 88 | 0.5514 | 0.5598 | 0.5514 | 0.7426 |
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- | No log | 0.8738 | 90 | 0.4947 | 0.5869 | 0.4947 | 0.7033 |
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- | No log | 0.8932 | 92 | 0.5546 | 0.5485 | 0.5546 | 0.7447 |
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- | No log | 0.9126 | 94 | 0.7507 | 0.5026 | 0.7507 | 0.8664 |
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- | No log | 0.9320 | 96 | 0.7871 | 0.4804 | 0.7871 | 0.8872 |
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- | No log | 0.9515 | 98 | 0.6626 | 0.5148 | 0.6626 | 0.8140 |
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- | No log | 0.9709 | 100 | 0.5060 | 0.5515 | 0.5060 | 0.7113 |
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- | No log | 0.9903 | 102 | 0.4975 | 0.5359 | 0.4975 | 0.7053 |
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- | No log | 1.0097 | 104 | 0.5151 | 0.5382 | 0.5151 | 0.7177 |
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- | No log | 1.0291 | 106 | 0.5037 | 0.5549 | 0.5037 | 0.7097 |
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- | No log | 1.0485 | 108 | 0.4868 | 0.5352 | 0.4868 | 0.6977 |
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- | No log | 1.0680 | 110 | 0.5307 | 0.5106 | 0.5307 | 0.7285 |
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- | No log | 1.0874 | 112 | 0.6088 | 0.4733 | 0.6088 | 0.7802 |
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- | No log | 1.1068 | 114 | 0.6111 | 0.4514 | 0.6111 | 0.7817 |
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- | No log | 1.1262 | 116 | 0.5144 | 0.5564 | 0.5144 | 0.7172 |
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- | No log | 1.1456 | 118 | 0.5435 | 0.6125 | 0.5435 | 0.7372 |
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- | No log | 1.1650 | 120 | 0.5623 | 0.6177 | 0.5623 | 0.7499 |
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- | No log | 1.1845 | 122 | 0.5214 | 0.6299 | 0.5214 | 0.7221 |
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- | No log | 1.2039 | 124 | 0.4744 | 0.6525 | 0.4744 | 0.6888 |
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- | No log | 1.2233 | 126 | 0.5206 | 0.5802 | 0.5206 | 0.7215 |
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- | No log | 1.2427 | 128 | 0.5934 | 0.5675 | 0.5934 | 0.7704 |
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- | No log | 1.2621 | 130 | 0.5992 | 0.5547 | 0.5992 | 0.7741 |
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- | No log | 1.2816 | 132 | 0.5674 | 0.5467 | 0.5674 | 0.7533 |
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- | No log | 1.3010 | 134 | 0.5073 | 0.5152 | 0.5073 | 0.7122 |
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- | No log | 1.3204 | 136 | 0.4940 | 0.4931 | 0.4940 | 0.7028 |
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- | No log | 1.3398 | 138 | 0.4989 | 0.4847 | 0.4989 | 0.7063 |
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- | No log | 1.3592 | 140 | 0.4956 | 0.4994 | 0.4956 | 0.7040 |
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- | No log | 1.3786 | 142 | 0.4885 | 0.5125 | 0.4885 | 0.6989 |
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- | No log | 1.3981 | 144 | 0.5323 | 0.5411 | 0.5323 | 0.7296 |
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- | No log | 1.4175 | 146 | 0.5005 | 0.5602 | 0.5005 | 0.7075 |
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- | No log | 1.4369 | 148 | 0.5627 | 0.5741 | 0.5627 | 0.7502 |
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- | No log | 1.4563 | 150 | 0.5728 | 0.5855 | 0.5728 | 0.7568 |
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- | No log | 1.4757 | 152 | 0.4657 | 0.5763 | 0.4657 | 0.6825 |
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- | No log | 1.4951 | 154 | 0.5116 | 0.5453 | 0.5116 | 0.7152 |
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- | No log | 1.5146 | 156 | 0.5325 | 0.5218 | 0.5325 | 0.7297 |
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- | No log | 1.5340 | 158 | 0.4948 | 0.5313 | 0.4948 | 0.7034 |
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- | No log | 1.5534 | 160 | 0.4579 | 0.5544 | 0.4579 | 0.6767 |
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- | No log | 1.5728 | 162 | 0.4733 | 0.5585 | 0.4733 | 0.6880 |
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- | No log | 1.5922 | 164 | 0.4838 | 0.5822 | 0.4838 | 0.6956 |
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- | No log | 1.6117 | 166 | 0.5149 | 0.4992 | 0.5149 | 0.7176 |
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- | No log | 1.6311 | 168 | 0.5182 | 0.4799 | 0.5182 | 0.7198 |
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- | No log | 1.6505 | 170 | 0.5268 | 0.4936 | 0.5268 | 0.7258 |
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- | No log | 1.6699 | 172 | 0.5511 | 0.4595 | 0.5511 | 0.7424 |
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- | No log | 1.6893 | 174 | 0.5443 | 0.5198 | 0.5443 | 0.7378 |
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- | No log | 1.7087 | 176 | 0.4901 | 0.5492 | 0.4901 | 0.7000 |
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- | No log | 1.7282 | 178 | 0.4410 | 0.6320 | 0.4410 | 0.6641 |
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- | No log | 1.7476 | 180 | 0.4296 | 0.6773 | 0.4296 | 0.6554 |
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- | No log | 1.7670 | 182 | 0.4177 | 0.6817 | 0.4177 | 0.6463 |
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- | No log | 1.7864 | 184 | 0.4209 | 0.6689 | 0.4209 | 0.6488 |
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- | No log | 1.8058 | 186 | 0.4218 | 0.6183 | 0.4218 | 0.6495 |
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- | No log | 1.8252 | 188 | 0.4300 | 0.5992 | 0.4300 | 0.6557 |
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- | No log | 1.8447 | 190 | 0.4309 | 0.6071 | 0.4309 | 0.6564 |
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- | No log | 1.8641 | 192 | 0.4526 | 0.6081 | 0.4526 | 0.6728 |
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- | No log | 1.8835 | 194 | 0.5053 | 0.5784 | 0.5053 | 0.7108 |
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- | No log | 1.9029 | 196 | 0.5081 | 0.5747 | 0.5081 | 0.7128 |
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- | No log | 1.9223 | 198 | 0.4881 | 0.5703 | 0.4881 | 0.6986 |
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- | No log | 1.9417 | 200 | 0.4569 | 0.6133 | 0.4569 | 0.6759 |
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- | No log | 1.9612 | 202 | 0.4319 | 0.6142 | 0.4319 | 0.6572 |
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- | No log | 1.9806 | 204 | 0.6164 | 0.5722 | 0.6164 | 0.7851 |
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- | No log | 2.0 | 206 | 0.8501 | 0.4543 | 0.8501 | 0.9220 |
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- | No log | 2.0194 | 208 | 0.7737 | 0.4693 | 0.7737 | 0.8796 |
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- | No log | 2.0388 | 210 | 0.5631 | 0.5789 | 0.5631 | 0.7504 |
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- | No log | 2.0583 | 212 | 0.4497 | 0.5340 | 0.4497 | 0.6706 |
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- | No log | 2.0777 | 214 | 0.5325 | 0.5330 | 0.5325 | 0.7297 |
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- | No log | 2.0971 | 216 | 0.7568 | 0.5191 | 0.7568 | 0.8700 |
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- | No log | 2.1165 | 218 | 0.8074 | 0.4815 | 0.8074 | 0.8986 |
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- | No log | 2.1359 | 220 | 0.6871 | 0.5016 | 0.6871 | 0.8289 |
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- | No log | 2.1553 | 222 | 0.5349 | 0.4322 | 0.5349 | 0.7314 |
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- | No log | 2.1748 | 224 | 0.4901 | 0.5621 | 0.4901 | 0.7001 |
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- | No log | 2.1942 | 226 | 0.5555 | 0.5975 | 0.5555 | 0.7453 |
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- | No log | 2.2136 | 228 | 0.5969 | 0.6104 | 0.5969 | 0.7726 |
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- | No log | 2.2330 | 230 | 0.5575 | 0.6056 | 0.5575 | 0.7467 |
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- | No log | 2.2524 | 232 | 0.4848 | 0.6122 | 0.4848 | 0.6963 |
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- | No log | 2.2718 | 234 | 0.4750 | 0.6721 | 0.4750 | 0.6892 |
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- | No log | 2.2913 | 236 | 0.5288 | 0.6571 | 0.5288 | 0.7272 |
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- | No log | 2.3107 | 238 | 0.5059 | 0.6639 | 0.5059 | 0.7113 |
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- | No log | 2.3301 | 240 | 0.4517 | 0.6786 | 0.4517 | 0.6721 |
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- | No log | 2.3495 | 242 | 0.4373 | 0.6496 | 0.4373 | 0.6613 |
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- | No log | 2.3689 | 244 | 0.4381 | 0.6123 | 0.4381 | 0.6619 |
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- | No log | 2.3883 | 246 | 0.4418 | 0.6006 | 0.4418 | 0.6647 |
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- | No log | 2.4078 | 248 | 0.4434 | 0.6168 | 0.4434 | 0.6659 |
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- | No log | 2.4272 | 250 | 0.4445 | 0.6102 | 0.4445 | 0.6667 |
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- | No log | 2.4466 | 252 | 0.4774 | 0.6068 | 0.4774 | 0.6909 |
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- | No log | 2.4660 | 254 | 0.5018 | 0.6286 | 0.5018 | 0.7084 |
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- | No log | 2.4854 | 256 | 0.4570 | 0.6162 | 0.4570 | 0.6760 |
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- | No log | 2.5049 | 258 | 0.4713 | 0.6317 | 0.4713 | 0.6865 |
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- | No log | 2.5243 | 260 | 0.5186 | 0.6254 | 0.5186 | 0.7201 |
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- | No log | 2.5437 | 262 | 0.4872 | 0.6072 | 0.4872 | 0.6980 |
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- | No log | 2.5631 | 264 | 0.4487 | 0.5832 | 0.4487 | 0.6699 |
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- | No log | 2.5825 | 266 | 0.4877 | 0.5988 | 0.4877 | 0.6984 |
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- | No log | 2.6019 | 268 | 0.4826 | 0.6080 | 0.4826 | 0.6947 |
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- | No log | 2.6214 | 270 | 0.4545 | 0.6138 | 0.4545 | 0.6741 |
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- | No log | 2.6408 | 272 | 0.4594 | 0.6375 | 0.4594 | 0.6778 |
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- | No log | 2.6602 | 274 | 0.5037 | 0.6361 | 0.5037 | 0.7098 |
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- | No log | 2.6796 | 276 | 0.5077 | 0.6251 | 0.5077 | 0.7126 |
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- | No log | 2.6990 | 278 | 0.5416 | 0.5944 | 0.5416 | 0.7359 |
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- | No log | 2.7184 | 280 | 0.5526 | 0.6020 | 0.5526 | 0.7433 |
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- | No log | 2.7379 | 282 | 0.6806 | 0.5587 | 0.6806 | 0.8250 |
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- | No log | 2.7573 | 284 | 0.8355 | 0.4975 | 0.8355 | 0.9141 |
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- | No log | 2.7767 | 286 | 0.6697 | 0.5602 | 0.6697 | 0.8183 |
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- | No log | 2.7961 | 288 | 0.4729 | 0.5790 | 0.4729 | 0.6877 |
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- | No log | 2.8155 | 290 | 0.4770 | 0.5841 | 0.4770 | 0.6906 |
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- | No log | 2.8350 | 292 | 0.4682 | 0.5956 | 0.4682 | 0.6842 |
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- | No log | 2.8544 | 294 | 0.4358 | 0.6029 | 0.4358 | 0.6602 |
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- | No log | 2.8738 | 296 | 0.4725 | 0.6537 | 0.4725 | 0.6874 |
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- | No log | 2.8932 | 298 | 0.5135 | 0.6362 | 0.5135 | 0.7166 |
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- | 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 |
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- | 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 |
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- | 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 |
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- | No log | 3.1068 | 320 | 0.5167 | 0.6350 | 0.5167 | 0.7188 |
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- | No log | 3.1262 | 322 | 0.4659 | 0.6638 | 0.4659 | 0.6825 |
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- | 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 |
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- | 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
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask3_holistic
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_holistic
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: 11.2333
19
+ - Qwk: 0.7378
20
+ - Mse: 11.2333
21
+ - Rmse: 3.3516
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 | 307.2705 | -0.0014 | 307.2706 | 17.5291 |
53
+ | No log | 0.0388 | 4 | 290.2971 | 0.0090 | 290.2971 | 17.0381 |
54
+ | No log | 0.0583 | 6 | 273.2317 | 0.0026 | 273.2318 | 16.5297 |
55
+ | No log | 0.0777 | 8 | 252.2014 | 0.0071 | 252.2014 | 15.8809 |
56
+ | No log | 0.0971 | 10 | 237.0011 | 0.0021 | 237.0011 | 15.3948 |
57
+ | No log | 0.1165 | 12 | 225.7587 | 0.0106 | 225.7587 | 15.0253 |
58
+ | No log | 0.1359 | 14 | 225.4517 | 0.0075 | 225.4518 | 15.0151 |
59
+ | No log | 0.1553 | 16 | 207.7149 | 0.0036 | 207.7149 | 14.4123 |
60
+ | No log | 0.1748 | 18 | 193.7657 | 0.0098 | 193.7657 | 13.9200 |
61
+ | No log | 0.1942 | 20 | 185.2715 | 0.0035 | 185.2715 | 13.6114 |
62
+ | No log | 0.2136 | 22 | 189.4710 | 0.0076 | 189.4710 | 13.7648 |
63
+ | No log | 0.2330 | 24 | 184.4660 | 0.0084 | 184.4660 | 13.5818 |
64
+ | No log | 0.2524 | 26 | 165.7498 | 0.0049 | 165.7498 | 12.8744 |
65
+ | No log | 0.2718 | 28 | 160.7747 | 0.0015 | 160.7747 | 12.6797 |
66
+ | No log | 0.2913 | 30 | 156.6756 | 0.0020 | 156.6756 | 12.5170 |
67
+ | No log | 0.3107 | 32 | 152.3647 | 0.0119 | 152.3647 | 12.3436 |
68
+ | No log | 0.3301 | 34 | 147.2544 | 0.0128 | 147.2544 | 12.1348 |
69
+ | No log | 0.3495 | 36 | 142.4896 | 0.0023 | 142.4896 | 11.9369 |
70
+ | No log | 0.3689 | 38 | 138.5722 | 0.0 | 138.5721 | 11.7717 |
71
+ | No log | 0.3883 | 40 | 134.8404 | 0.0 | 134.8404 | 11.6121 |
72
+ | No log | 0.4078 | 42 | 130.6555 | 0.0019 | 130.6555 | 11.4305 |
73
+ | No log | 0.4272 | 44 | 127.2963 | 0.0111 | 127.2963 | 11.2826 |
74
+ | No log | 0.4466 | 46 | 126.4640 | 0.0075 | 126.4640 | 11.2456 |
75
+ | No log | 0.4660 | 48 | 125.0957 | 0.0063 | 125.0957 | 11.1846 |
76
+ | No log | 0.4854 | 50 | 119.3176 | 0.0 | 119.3176 | 10.9233 |
77
+ | No log | 0.5049 | 52 | 116.9339 | 0.0 | 116.9339 | 10.8136 |
78
+ | No log | 0.5243 | 54 | 119.7624 | 0.0018 | 119.7624 | 10.9436 |
79
+ | No log | 0.5437 | 56 | 115.8497 | 0.0006 | 115.8497 | 10.7634 |
80
+ | No log | 0.5631 | 58 | 110.9311 | 0.0085 | 110.9311 | 10.5324 |
81
+ | No log | 0.5825 | 60 | 108.9995 | 0.0154 | 108.9995 | 10.4403 |
82
+ | No log | 0.6019 | 62 | 109.6145 | 0.0090 | 109.6145 | 10.4697 |
83
+ | No log | 0.6214 | 64 | 106.1727 | 0.0025 | 106.1727 | 10.3040 |
84
+ | No log | 0.6408 | 66 | 103.9132 | 0.0007 | 103.9133 | 10.1938 |
85
+ | No log | 0.6602 | 68 | 102.7603 | 0.0007 | 102.7603 | 10.1371 |
86
+ | No log | 0.6796 | 70 | 102.2701 | 0.0 | 102.2702 | 10.1129 |
87
+ | No log | 0.6990 | 72 | 99.9941 | 0.0 | 99.9941 | 9.9997 |
88
+ | No log | 0.7184 | 74 | 97.8834 | 0.0 | 97.8835 | 9.8936 |
89
+ | No log | 0.7379 | 76 | 95.2971 | 0.0 | 95.2971 | 9.7620 |
90
+ | No log | 0.7573 | 78 | 94.2125 | 0.0005 | 94.2124 | 9.7063 |
91
+ | No log | 0.7767 | 80 | 92.5416 | 0.0174 | 92.5416 | 9.6199 |
92
+ | No log | 0.7961 | 82 | 90.8345 | 0.0021 | 90.8345 | 9.5307 |
93
+ | No log | 0.8155 | 84 | 89.1701 | 0.0009 | 89.1701 | 9.4430 |
94
+ | No log | 0.8350 | 86 | 89.7557 | 0.0030 | 89.7557 | 9.4739 |
95
+ | No log | 0.8544 | 88 | 87.2123 | 0.0 | 87.2123 | 9.3388 |
96
+ | No log | 0.8738 | 90 | 84.1282 | 0.0 | 84.1282 | 9.1721 |
97
+ | No log | 0.8932 | 92 | 82.6358 | 0.0 | 82.6357 | 9.0904 |
98
+ | No log | 0.9126 | 94 | 82.8648 | 0.0 | 82.8648 | 9.1030 |
99
+ | No log | 0.9320 | 96 | 80.2950 | 0.0 | 80.2950 | 8.9607 |
100
+ | No log | 0.9515 | 98 | 79.6022 | 0.0 | 79.6022 | 8.9220 |
101
+ | No log | 0.9709 | 100 | 78.5042 | 0.0149 | 78.5042 | 8.8603 |
102
+ | No log | 0.9903 | 102 | 78.6924 | 0.0119 | 78.6924 | 8.8709 |
103
+ | No log | 1.0097 | 104 | 76.4694 | 0.0046 | 76.4694 | 8.7447 |
104
+ | No log | 1.0291 | 106 | 75.2394 | 0.0010 | 75.2394 | 8.6741 |
105
+ | No log | 1.0485 | 108 | 74.2795 | 0.0010 | 74.2795 | 8.6186 |
106
+ | No log | 1.0680 | 110 | 73.4187 | 0.0 | 73.4188 | 8.5685 |
107
+ | No log | 1.0874 | 112 | 72.8093 | 0.0 | 72.8093 | 8.5328 |
108
+ | No log | 1.1068 | 114 | 71.2683 | 0.0 | 71.2683 | 8.4421 |
109
+ | No log | 1.1262 | 116 | 70.1169 | 0.0 | 70.1169 | 8.3736 |
110
+ | No log | 1.1456 | 118 | 69.2229 | 0.0 | 69.2229 | 8.3200 |
111
+ | No log | 1.1650 | 120 | 70.4776 | 0.0 | 70.4776 | 8.3951 |
112
+ | No log | 1.1845 | 122 | 68.6303 | 0.0 | 68.6303 | 8.2843 |
113
+ | No log | 1.2039 | 124 | 67.0043 | 0.0 | 67.0043 | 8.1856 |
114
+ | No log | 1.2233 | 126 | 66.1627 | 0.0 | 66.1627 | 8.1340 |
115
+ | No log | 1.2427 | 128 | 65.6296 | 0.0 | 65.6296 | 8.1012 |
116
+ | No log | 1.2621 | 130 | 64.9225 | 0.0248 | 64.9225 | 8.0574 |
117
+ | No log | 1.2816 | 132 | 64.0178 | 0.0113 | 64.0178 | 8.0011 |
118
+ | No log | 1.3010 | 134 | 63.2707 | 0.0053 | 63.2707 | 7.9543 |
119
+ | No log | 1.3204 | 136 | 62.7628 | 0.0012 | 62.7628 | 7.9223 |
120
+ | No log | 1.3398 | 138 | 62.4583 | 0.0012 | 62.4583 | 7.9031 |
121
+ | No log | 1.3592 | 140 | 61.4308 | 0.0012 | 61.4308 | 7.8378 |
122
+ | No log | 1.3786 | 142 | 61.0223 | 0.0012 | 61.0223 | 7.8117 |
123
+ | No log | 1.3981 | 144 | 60.2528 | 0.0012 | 60.2528 | 7.7623 |
124
+ | No log | 1.4175 | 146 | 59.8745 | 0.0 | 59.8745 | 7.7379 |
125
+ | No log | 1.4369 | 148 | 59.2949 | 0.0 | 59.2949 | 7.7003 |
126
+ | No log | 1.4563 | 150 | 58.5726 | 0.0012 | 58.5726 | 7.6533 |
127
+ | No log | 1.4757 | 152 | 58.1024 | 0.0012 | 58.1024 | 7.6225 |
128
+ | No log | 1.4951 | 154 | 57.2850 | 0.0 | 57.2850 | 7.5687 |
129
+ | No log | 1.5146 | 156 | 56.9495 | 0.0 | 56.9495 | 7.5465 |
130
+ | No log | 1.5340 | 158 | 56.3441 | 0.0 | 56.3441 | 7.5063 |
131
+ | No log | 1.5534 | 160 | 55.6042 | 0.0012 | 55.6042 | 7.4568 |
132
+ | No log | 1.5728 | 162 | 55.2354 | 0.0012 | 55.2354 | 7.4321 |
133
+ | No log | 1.5922 | 164 | 54.5268 | 0.0 | 54.5267 | 7.3842 |
134
+ | No log | 1.6117 | 166 | 54.7110 | 0.0 | 54.7110 | 7.3967 |
135
+ | No log | 1.6311 | 168 | 54.2056 | -0.0106 | 54.2056 | 7.3624 |
136
+ | No log | 1.6505 | 170 | 53.1709 | 0.0381 | 53.1709 | 7.2918 |
137
+ | No log | 1.6699 | 172 | 52.8957 | 0.0403 | 52.8957 | 7.2729 |
138
+ | No log | 1.6893 | 174 | 52.4896 | 0.0395 | 52.4896 | 7.2450 |
139
+ | No log | 1.7087 | 176 | 51.9928 | 0.0276 | 51.9928 | 7.2106 |
140
+ | No log | 1.7282 | 178 | 51.6148 | 0.0350 | 51.6148 | 7.1843 |
141
+ | No log | 1.7476 | 180 | 51.3711 | 0.0610 | 51.3711 | 7.1674 |
142
+ | No log | 1.7670 | 182 | 50.9175 | 0.0515 | 50.9175 | 7.1356 |
143
+ | No log | 1.7864 | 184 | 50.4863 | 0.0603 | 50.4863 | 7.1054 |
144
+ | No log | 1.8058 | 186 | 49.9743 | 0.0912 | 49.9743 | 7.0693 |
145
+ | No log | 1.8252 | 188 | 49.5554 | 0.0951 | 49.5554 | 7.0396 |
146
+ | No log | 1.8447 | 190 | 49.1220 | 0.1048 | 49.1220 | 7.0087 |
147
+ | No log | 1.8641 | 192 | 48.7960 | 0.1336 | 48.7960 | 6.9854 |
148
+ | No log | 1.8835 | 194 | 48.7644 | 0.1594 | 48.7644 | 6.9831 |
149
+ | No log | 1.9029 | 196 | 47.6720 | 0.1021 | 47.6720 | 6.9045 |
150
+ | No log | 1.9223 | 198 | 47.2396 | 0.0788 | 47.2396 | 6.8731 |
151
+ | No log | 1.9417 | 200 | 46.7138 | 0.0919 | 46.7138 | 6.8347 |
152
+ | No log | 1.9612 | 202 | 46.4060 | 0.0896 | 46.4061 | 6.8122 |
153
+ | No log | 1.9806 | 204 | 46.2002 | 0.1296 | 46.2002 | 6.7971 |
154
+ | No log | 2.0 | 206 | 48.3291 | 0.1996 | 48.3291 | 6.9519 |
155
+ | No log | 2.0194 | 208 | 46.0243 | 0.1628 | 46.0243 | 6.7841 |
156
+ | No log | 2.0388 | 210 | 49.0575 | 0.0611 | 49.0575 | 7.0041 |
157
+ | No log | 2.0583 | 212 | 47.0377 | 0.0356 | 47.0377 | 6.8584 |
158
+ | No log | 2.0777 | 214 | 44.5176 | 0.0538 | 44.5176 | 6.6722 |
159
+ | No log | 2.0971 | 216 | 44.8014 | 0.0521 | 44.8014 | 6.6934 |
160
+ | No log | 2.1165 | 218 | 44.1897 | 0.0295 | 44.1897 | 6.6475 |
161
+ | No log | 2.1359 | 220 | 44.5199 | -0.0087 | 44.5198 | 6.6723 |
162
+ | No log | 2.1553 | 222 | 44.5028 | -0.0059 | 44.5028 | 6.6710 |
163
+ | No log | 2.1748 | 224 | 43.0899 | 0.0932 | 43.0898 | 6.5643 |
164
+ | No log | 2.1942 | 226 | 43.7934 | 0.1658 | 43.7934 | 6.6177 |
165
+ | No log | 2.2136 | 228 | 44.0291 | 0.1925 | 44.0291 | 6.6354 |
166
+ | No log | 2.2330 | 230 | 41.7770 | 0.1672 | 41.7770 | 6.4635 |
167
+ | No log | 2.2524 | 232 | 42.2956 | 0.1282 | 42.2956 | 6.5035 |
168
+ | No log | 2.2718 | 234 | 41.5889 | 0.1610 | 41.5889 | 6.4489 |
169
+ | No log | 2.2913 | 236 | 41.0345 | 0.1964 | 41.0345 | 6.4058 |
170
+ | No log | 2.3107 | 238 | 40.8466 | 0.2122 | 40.8466 | 6.3911 |
171
+ | No log | 2.3301 | 240 | 40.3404 | 0.1968 | 40.3404 | 6.3514 |
172
+ | No log | 2.3495 | 242 | 40.7953 | 0.0738 | 40.7952 | 6.3871 |
173
+ | No log | 2.3689 | 244 | 42.0002 | 0.0172 | 42.0002 | 6.4808 |
174
+ | No log | 2.3883 | 246 | 41.2866 | 0.0076 | 41.2866 | 6.4255 |
175
+ | No log | 2.4078 | 248 | 40.8004 | 0.0076 | 40.8004 | 6.3875 |
176
+ | No log | 2.4272 | 250 | 41.0063 | 0.0076 | 41.0063 | 6.4036 |
177
+ | No log | 2.4466 | 252 | 40.2661 | 0.0 | 40.2661 | 6.3456 |
178
+ | No log | 2.4660 | 254 | 40.4175 | 0.0 | 40.4175 | 6.3575 |
179
+ | No log | 2.4854 | 256 | 40.1888 | 0.0 | 40.1888 | 6.3395 |
180
+ | No log | 2.5049 | 258 | 39.4705 | 0.0076 | 39.4705 | 6.2826 |
181
+ | No log | 2.5243 | 260 | 38.9258 | 0.0245 | 38.9258 | 6.2391 |
182
+ | No log | 2.5437 | 262 | 38.8956 | 0.0746 | 38.8956 | 6.2366 |
183
+ | No log | 2.5631 | 264 | 38.1335 | 0.1044 | 38.1335 | 6.1752 |
184
+ | No log | 2.5825 | 266 | 37.1778 | 0.1112 | 37.1778 | 6.0974 |
185
+ | No log | 2.6019 | 268 | 36.6005 | 0.1146 | 36.6006 | 6.0498 |
186
+ | No log | 2.6214 | 270 | 36.2228 | 0.1728 | 36.2228 | 6.0185 |
187
+ | No log | 2.6408 | 272 | 36.7196 | 0.2321 | 36.7195 | 6.0597 |
188
+ | No log | 2.6602 | 274 | 35.6893 | 0.2255 | 35.6893 | 5.9741 |
189
+ | No log | 2.6796 | 276 | 36.0073 | 0.1483 | 36.0073 | 6.0006 |
190
+ | No log | 2.6990 | 278 | 35.8864 | 0.1322 | 35.8864 | 5.9905 |
191
+ | No log | 2.7184 | 280 | 34.3325 | 0.3146 | 34.3325 | 5.8594 |
192
+ | No log | 2.7379 | 282 | 34.4917 | 0.3365 | 34.4917 | 5.8730 |
193
+ | No log | 2.7573 | 284 | 34.5749 | 0.3453 | 34.5749 | 5.8800 |
194
+ | No log | 2.7767 | 286 | 33.6565 | 0.3209 | 33.6565 | 5.8014 |
195
+ | No log | 2.7961 | 288 | 33.2833 | 0.2364 | 33.2833 | 5.7692 |
196
+ | No log | 2.8155 | 290 | 33.2765 | 0.2148 | 33.2765 | 5.7686 |
197
+ | No log | 2.8350 | 292 | 32.9439 | 0.2237 | 32.9439 | 5.7397 |
198
+ | No log | 2.8544 | 294 | 32.5956 | 0.2503 | 32.5956 | 5.7093 |
199
+ | No log | 2.8738 | 296 | 32.5419 | 0.2953 | 32.5419 | 5.7045 |
200
+ | No log | 2.8932 | 298 | 32.4198 | 0.3059 | 32.4198 | 5.6938 |
201
+ | No log | 2.9126 | 300 | 32.1227 | 0.2292 | 32.1227 | 5.6677 |
202
+ | No log | 2.9320 | 302 | 32.2715 | 0.2056 | 32.2715 | 5.6808 |
203
+ | No log | 2.9515 | 304 | 31.5275 | 0.2475 | 31.5275 | 5.6149 |
204
+ | No log | 2.9709 | 306 | 31.5183 | 0.3291 | 31.5183 | 5.6141 |
205
+ | No log | 2.9903 | 308 | 31.0897 | 0.3192 | 31.0897 | 5.5758 |
206
+ | No log | 3.0097 | 310 | 30.6437 | 0.3026 | 30.6437 | 5.5357 |
207
+ | No log | 3.0291 | 312 | 30.5813 | 0.2617 | 30.5813 | 5.5300 |
208
+ | No log | 3.0485 | 314 | 30.4026 | 0.2564 | 30.4026 | 5.5139 |
209
+ | No log | 3.0680 | 316 | 29.9343 | 0.3103 | 29.9343 | 5.4712 |
210
+ | No log | 3.0874 | 318 | 31.8788 | 0.3744 | 31.8788 | 5.6461 |
211
+ | No log | 3.1068 | 320 | 30.8061 | 0.3642 | 30.8061 | 5.5503 |
212
+ | No log | 3.1262 | 322 | 29.9515 | 0.3489 | 29.9515 | 5.4728 |
213
+ | No log | 3.1456 | 324 | 31.1055 | 0.3790 | 31.1055 | 5.5772 |
214
+ | No log | 3.1650 | 326 | 33.3607 | 0.3938 | 33.3607 | 5.7759 |
215
+ | No log | 3.1845 | 328 | 30.2044 | 0.3685 | 30.2044 | 5.4959 |
216
+ | No log | 3.2039 | 330 | 28.9799 | 0.2950 | 28.9799 | 5.3833 |
217
+ | No log | 3.2233 | 332 | 29.3874 | 0.2197 | 29.3874 | 5.4210 |
218
+ | No log | 3.2427 | 334 | 29.0873 | 0.1882 | 29.0873 | 5.3933 |
219
+ | No log | 3.2621 | 336 | 28.4491 | 0.2107 | 28.4491 | 5.3338 |
220
+ | No log | 3.2816 | 338 | 28.0292 | 0.2549 | 28.0292 | 5.2943 |
221
+ | No log | 3.3010 | 340 | 27.7399 | 0.3223 | 27.7398 | 5.2669 |
222
+ | No log | 3.3204 | 342 | 28.1588 | 0.2872 | 28.1588 | 5.3065 |
223
+ | No log | 3.3398 | 344 | 29.5444 | 0.1851 | 29.5444 | 5.4355 |
224
+ | No log | 3.3592 | 346 | 30.1188 | 0.1487 | 30.1188 | 5.4881 |
225
+ | No log | 3.3786 | 348 | 30.0727 | 0.1252 | 30.0727 | 5.4839 |
226
+ | No log | 3.3981 | 350 | 29.0895 | 0.1702 | 29.0895 | 5.3935 |
227
+ | No log | 3.4175 | 352 | 27.5648 | 0.2608 | 27.5648 | 5.2502 |
228
+ | No log | 3.4369 | 354 | 28.4496 | 0.3887 | 28.4496 | 5.3338 |
229
+ | No log | 3.4563 | 356 | 32.0362 | 0.3898 | 32.0362 | 5.6601 |
230
+ | No log | 3.4757 | 358 | 28.1494 | 0.4339 | 28.1494 | 5.3056 |
231
+ | No log | 3.4951 | 360 | 26.1882 | 0.3681 | 26.1882 | 5.1174 |
232
+ | No log | 3.5146 | 362 | 28.0148 | 0.2439 | 28.0148 | 5.2929 |
233
+ | No log | 3.5340 | 364 | 28.4958 | 0.2035 | 28.4958 | 5.3381 |
234
+ | No log | 3.5534 | 366 | 27.6793 | 0.2035 | 27.6793 | 5.2611 |
235
+ | No log | 3.5728 | 368 | 27.0939 | 0.2253 | 27.0939 | 5.2052 |
236
+ | No log | 3.5922 | 370 | 27.0670 | 0.2300 | 27.0670 | 5.2026 |
237
+ | No log | 3.6117 | 372 | 26.4999 | 0.2753 | 26.4999 | 5.1478 |
238
+ | No log | 3.6311 | 374 | 25.6276 | 0.3362 | 25.6276 | 5.0624 |
239
+ | No log | 3.6505 | 376 | 25.9383 | 0.3887 | 25.9384 | 5.0930 |
240
+ | No log | 3.6699 | 378 | 26.2568 | 0.4181 | 26.2568 | 5.1241 |
241
+ | No log | 3.6893 | 380 | 25.3841 | 0.3881 | 25.3841 | 5.0383 |
242
+ | No log | 3.7087 | 382 | 25.2060 | 0.3865 | 25.2060 | 5.0206 |
243
+ | No log | 3.7282 | 384 | 25.0914 | 0.3396 | 25.0914 | 5.0091 |
244
+ | No log | 3.7476 | 386 | 24.4161 | 0.3742 | 24.4161 | 4.9413 |
245
+ | No log | 3.7670 | 388 | 24.0989 | 0.3953 | 24.0989 | 4.9091 |
246
+ | No log | 3.7864 | 390 | 23.9902 | 0.4091 | 23.9902 | 4.8980 |
247
+ | No log | 3.8058 | 392 | 23.9019 | 0.3536 | 23.9019 | 4.8890 |
248
+ | No log | 3.8252 | 394 | 24.0596 | 0.3192 | 24.0596 | 4.9051 |
249
+ | No log | 3.8447 | 396 | 23.8334 | 0.3260 | 23.8334 | 4.8819 |
250
+ | No log | 3.8641 | 398 | 23.5849 | 0.4153 | 23.5849 | 4.8564 |
251
+ | No log | 3.8835 | 400 | 24.6140 | 0.4584 | 24.6140 | 4.9612 |
252
+ | No log | 3.9029 | 402 | 23.3510 | 0.4357 | 23.3510 | 4.8323 |
253
+ | No log | 3.9223 | 404 | 23.5520 | 0.3290 | 23.5520 | 4.8530 |
254
+ | No log | 3.9417 | 406 | 25.6806 | 0.2112 | 25.6806 | 5.0676 |
255
+ | No log | 3.9612 | 408 | 25.6909 | 0.1943 | 25.6909 | 5.0686 |
256
+ | No log | 3.9806 | 410 | 24.5026 | 0.2516 | 24.5026 | 4.9500 |
257
+ | No log | 4.0 | 412 | 22.5057 | 0.4018 | 22.5058 | 4.7440 |
258
+ | No log | 4.0194 | 414 | 25.4677 | 0.4851 | 25.4677 | 5.0466 |
259
+ | No log | 4.0388 | 416 | 30.8417 | 0.4802 | 30.8417 | 5.5535 |
260
+ | No log | 4.0583 | 418 | 26.2992 | 0.4827 | 26.2992 | 5.1283 |
261
+ | No log | 4.0777 | 420 | 22.2974 | 0.4117 | 22.2974 | 4.7220 |
262
+ | No log | 4.0971 | 422 | 23.8424 | 0.2666 | 23.8424 | 4.8829 |
263
+ | No log | 4.1165 | 424 | 25.7729 | 0.1698 | 25.7729 | 5.0767 |
264
+ | No log | 4.1359 | 426 | 26.5086 | 0.1565 | 26.5086 | 5.1487 |
265
+ | No log | 4.1553 | 428 | 25.9937 | 0.2058 | 25.9937 | 5.0984 |
266
+ | No log | 4.1748 | 430 | 24.7014 | 0.2780 | 24.7014 | 4.9701 |
267
+ | No log | 4.1942 | 432 | 23.9613 | 0.3178 | 23.9613 | 4.8950 |
268
+ | No log | 4.2136 | 434 | 22.9393 | 0.3796 | 22.9393 | 4.7895 |
269
+ | No log | 4.2330 | 436 | 22.1964 | 0.4256 | 22.1964 | 4.7113 |
270
+ | No log | 4.2524 | 438 | 21.7922 | 0.4750 | 21.7922 | 4.6682 |
271
+ | No log | 4.2718 | 440 | 21.7137 | 0.4811 | 21.7136 | 4.6598 |
272
+ | No log | 4.2913 | 442 | 21.7579 | 0.4695 | 21.7579 | 4.6645 |
273
+ | No log | 4.3107 | 444 | 21.6282 | 0.4688 | 21.6282 | 4.6506 |
274
+ | No log | 4.3301 | 446 | 21.4462 | 0.4846 | 21.4462 | 4.6310 |
275
+ | No log | 4.3495 | 448 | 21.2439 | 0.4991 | 21.2439 | 4.6091 |
276
+ | No log | 4.3689 | 450 | 21.2709 | 0.5114 | 21.2709 | 4.6120 |
277
+ | No log | 4.3883 | 452 | 21.1484 | 0.5133 | 21.1484 | 4.5987 |
278
+ | No log | 4.4078 | 454 | 20.7193 | 0.4796 | 20.7193 | 4.5518 |
279
+ | No log | 4.4272 | 456 | 20.6223 | 0.4620 | 20.6223 | 4.5412 |
280
+ | No log | 4.4466 | 458 | 20.4559 | 0.4877 | 20.4559 | 4.5228 |
281
+ | No log | 4.4660 | 460 | 20.3131 | 0.4773 | 20.3131 | 4.5070 |
282
+ | No log | 4.4854 | 462 | 20.2859 | 0.4529 | 20.2859 | 4.5040 |
283
+ | No log | 4.5049 | 464 | 20.6257 | 0.4112 | 20.6257 | 4.5416 |
284
+ | No log | 4.5243 | 466 | 20.6108 | 0.3984 | 20.6108 | 4.5399 |
285
+ | No log | 4.5437 | 468 | 19.9381 | 0.4514 | 19.9381 | 4.4652 |
286
+ | No log | 4.5631 | 470 | 19.8302 | 0.4758 | 19.8302 | 4.4531 |
287
+ | No log | 4.5825 | 472 | 19.8329 | 0.4886 | 19.8329 | 4.4534 |
288
+ | No log | 4.6019 | 474 | 19.8375 | 0.4938 | 19.8375 | 4.4539 |
289
+ | No log | 4.6214 | 476 | 20.2462 | 0.5120 | 20.2462 | 4.4996 |
290
+ | No log | 4.6408 | 478 | 21.1247 | 0.5245 | 21.1247 | 4.5962 |
291
+ | No log | 4.6602 | 480 | 20.2343 | 0.5253 | 20.2343 | 4.4983 |
292
+ | No log | 4.6796 | 482 | 19.4530 | 0.5215 | 19.4530 | 4.4106 |
293
+ | No log | 4.6990 | 484 | 19.2974 | 0.5124 | 19.2974 | 4.3929 |
294
+ | No log | 4.7184 | 486 | 19.8282 | 0.5173 | 19.8282 | 4.4529 |
295
+ | No log | 4.7379 | 488 | 19.9836 | 0.5138 | 19.9836 | 4.4703 |
296
+ | No log | 4.7573 | 490 | 19.2252 | 0.5119 | 19.2252 | 4.3847 |
297
+ | No log | 4.7767 | 492 | 19.3690 | 0.5154 | 19.3690 | 4.4010 |
298
+ | No log | 4.7961 | 494 | 18.8149 | 0.5153 | 18.8149 | 4.3376 |
299
+ | No log | 4.8155 | 496 | 18.5183 | 0.5147 | 18.5183 | 4.3033 |
300
+ | No log | 4.8350 | 498 | 18.9245 | 0.5325 | 18.9245 | 4.3502 |
301
+ | 62.0937 | 4.8544 | 500 | 18.4024 | 0.5221 | 18.4024 | 4.2898 |
302
+ | 62.0937 | 4.8738 | 502 | 18.2831 | 0.4790 | 18.2831 | 4.2759 |
303
+ | 62.0937 | 4.8932 | 504 | 19.2831 | 0.4033 | 19.2831 | 4.3913 |
304
+ | 62.0937 | 4.9126 | 506 | 19.4948 | 0.3907 | 19.4948 | 4.4153 |
305
+ | 62.0937 | 4.9320 | 508 | 18.9932 | 0.4480 | 18.9932 | 4.3581 |
306
+ | 62.0937 | 4.9515 | 510 | 18.0895 | 0.5739 | 18.0895 | 4.2532 |
307
+ | 62.0937 | 4.9709 | 512 | 19.5129 | 0.6071 | 19.5129 | 4.4173 |
308
+ | 62.0937 | 4.9903 | 514 | 21.5647 | 0.5942 | 21.5647 | 4.6438 |
309
+ | 62.0937 | 5.0097 | 516 | 19.4408 | 0.6110 | 19.4408 | 4.4092 |
310
+ | 62.0937 | 5.0291 | 518 | 17.8580 | 0.6115 | 17.8580 | 4.2259 |
311
+ | 62.0937 | 5.0485 | 520 | 17.8318 | 0.6048 | 17.8318 | 4.2228 |
312
+ | 62.0937 | 5.0680 | 522 | 17.7352 | 0.5983 | 17.7352 | 4.2113 |
313
+ | 62.0937 | 5.0874 | 524 | 17.5808 | 0.5877 | 17.5808 | 4.1930 |
314
+ | 62.0937 | 5.1068 | 526 | 17.7235 | 0.5514 | 17.7235 | 4.2099 |
315
+ | 62.0937 | 5.1262 | 528 | 17.5818 | 0.5632 | 17.5818 | 4.1931 |
316
+ | 62.0937 | 5.1456 | 530 | 17.5962 | 0.5906 | 17.5962 | 4.1948 |
317
+ | 62.0937 | 5.1650 | 532 | 17.4921 | 0.5818 | 17.4921 | 4.1824 |
318
+ | 62.0937 | 5.1845 | 534 | 17.6403 | 0.5930 | 17.6403 | 4.2000 |
319
+ | 62.0937 | 5.2039 | 536 | 18.2499 | 0.6000 | 18.2499 | 4.2720 |
320
+ | 62.0937 | 5.2233 | 538 | 17.9473 | 0.5997 | 17.9473 | 4.2364 |
321
+ | 62.0937 | 5.2427 | 540 | 17.2294 | 0.5677 | 17.2294 | 4.1508 |
322
+ | 62.0937 | 5.2621 | 542 | 17.3250 | 0.5521 | 17.3250 | 4.1623 |
323
+ | 62.0937 | 5.2816 | 544 | 17.2808 | 0.5447 | 17.2808 | 4.1570 |
324
+ | 62.0937 | 5.3010 | 546 | 17.6607 | 0.5081 | 17.6607 | 4.2025 |
325
+ | 62.0937 | 5.3204 | 548 | 17.8621 | 0.4935 | 17.8621 | 4.2264 |
326
+ | 62.0937 | 5.3398 | 550 | 17.3192 | 0.5233 | 17.3192 | 4.1616 |
327
+ | 62.0937 | 5.3592 | 552 | 16.8386 | 0.5520 | 16.8386 | 4.1035 |
328
+ | 62.0937 | 5.3786 | 554 | 16.7131 | 0.5679 | 16.7131 | 4.0882 |
329
+ | 62.0937 | 5.3981 | 556 | 16.9434 | 0.5954 | 16.9434 | 4.1162 |
330
+ | 62.0937 | 5.4175 | 558 | 16.9730 | 0.6008 | 16.9730 | 4.1198 |
331
+ | 62.0937 | 5.4369 | 560 | 18.4736 | 0.6049 | 18.4736 | 4.2981 |
332
+ | 62.0937 | 5.4563 | 562 | 17.7459 | 0.6106 | 17.7459 | 4.2126 |
333
+ | 62.0937 | 5.4757 | 564 | 16.1683 | 0.5776 | 16.1683 | 4.0210 |
334
+ | 62.0937 | 5.4951 | 566 | 16.9066 | 0.5122 | 16.9066 | 4.1118 |
335
+ | 62.0937 | 5.5146 | 568 | 16.6537 | 0.5225 | 16.6537 | 4.0809 |
336
+ | 62.0937 | 5.5340 | 570 | 16.3533 | 0.5429 | 16.3533 | 4.0439 |
337
+ | 62.0937 | 5.5534 | 572 | 16.0286 | 0.5870 | 16.0286 | 4.0036 |
338
+ | 62.0937 | 5.5728 | 574 | 16.4070 | 0.5966 | 16.4070 | 4.0506 |
339
+ | 62.0937 | 5.5922 | 576 | 16.4002 | 0.5844 | 16.4002 | 4.0497 |
340
+ | 62.0937 | 5.6117 | 578 | 16.2595 | 0.5803 | 16.2595 | 4.0323 |
341
+ | 62.0937 | 5.6311 | 580 | 15.9617 | 0.5698 | 15.9617 | 3.9952 |
342
+ | 62.0937 | 5.6505 | 582 | 15.9099 | 0.5509 | 15.9099 | 3.9887 |
343
+ | 62.0937 | 5.6699 | 584 | 16.1549 | 0.5303 | 16.1549 | 4.0193 |
344
+ | 62.0937 | 5.6893 | 586 | 15.8336 | 0.5574 | 15.8336 | 3.9792 |
345
+ | 62.0937 | 5.7087 | 588 | 15.6978 | 0.5804 | 15.6978 | 3.9620 |
346
+ | 62.0937 | 5.7282 | 590 | 16.3153 | 0.6050 | 16.3153 | 4.0392 |
347
+ | 62.0937 | 5.7476 | 592 | 16.3370 | 0.6038 | 16.3370 | 4.0419 |
348
+ | 62.0937 | 5.7670 | 594 | 15.6331 | 0.5883 | 15.6331 | 3.9539 |
349
+ | 62.0937 | 5.7864 | 596 | 15.4231 | 0.5459 | 15.4231 | 3.9272 |
350
+ | 62.0937 | 5.8058 | 598 | 15.3658 | 0.5772 | 15.3658 | 3.9199 |
351
+ | 62.0937 | 5.8252 | 600 | 15.2997 | 0.6339 | 15.2997 | 3.9115 |
352
+ | 62.0937 | 5.8447 | 602 | 15.3997 | 0.6604 | 15.3997 | 3.9242 |
353
+ | 62.0937 | 5.8641 | 604 | 17.7089 | 0.6446 | 17.7089 | 4.2082 |
354
+ | 62.0937 | 5.8835 | 606 | 17.0378 | 0.6516 | 17.0378 | 4.1277 |
355
+ | 62.0937 | 5.9029 | 608 | 15.0708 | 0.6709 | 15.0708 | 3.8821 |
356
+ | 62.0937 | 5.9223 | 610 | 14.8003 | 0.6410 | 14.8003 | 3.8471 |
357
+ | 62.0937 | 5.9417 | 612 | 15.1154 | 0.6293 | 15.1154 | 3.8878 |
358
+ | 62.0937 | 5.9612 | 614 | 15.1284 | 0.6265 | 15.1284 | 3.8895 |
359
+ | 62.0937 | 5.9806 | 616 | 14.7684 | 0.6470 | 14.7684 | 3.8430 |
360
+ | 62.0937 | 6.0 | 618 | 14.7813 | 0.6713 | 14.7813 | 3.8446 |
361
+ | 62.0937 | 6.0194 | 620 | 14.9886 | 0.6789 | 14.9886 | 3.8715 |
362
+ | 62.0937 | 6.0388 | 622 | 14.9731 | 0.6750 | 14.9731 | 3.8695 |
363
+ | 62.0937 | 6.0583 | 624 | 15.2764 | 0.6446 | 15.2764 | 3.9085 |
364
+ | 62.0937 | 6.0777 | 626 | 15.1763 | 0.6480 | 15.1763 | 3.8957 |
365
+ | 62.0937 | 6.0971 | 628 | 15.2600 | 0.6798 | 15.2600 | 3.9064 |
366
+ | 62.0937 | 6.1165 | 630 | 15.9378 | 0.6798 | 15.9378 | 3.9922 |
367
+ | 62.0937 | 6.1359 | 632 | 15.5780 | 0.6743 | 15.5780 | 3.9469 |
368
+ | 62.0937 | 6.1553 | 634 | 14.7500 | 0.6590 | 14.7500 | 3.8406 |
369
+ | 62.0937 | 6.1748 | 636 | 15.6254 | 0.5746 | 15.6254 | 3.9529 |
370
+ | 62.0937 | 6.1942 | 638 | 16.3007 | 0.5486 | 16.3007 | 4.0374 |
371
+ | 62.0937 | 6.2136 | 640 | 15.7911 | 0.5663 | 15.7911 | 3.9738 |
372
+ | 62.0937 | 6.2330 | 642 | 14.5989 | 0.6357 | 14.5989 | 3.8209 |
373
+ | 62.0937 | 6.2524 | 644 | 14.7288 | 0.6631 | 14.7288 | 3.8378 |
374
+ | 62.0937 | 6.2718 | 646 | 15.5736 | 0.6736 | 15.5736 | 3.9463 |
375
+ | 62.0937 | 6.2913 | 648 | 14.7409 | 0.6656 | 14.7409 | 3.8394 |
376
+ | 62.0937 | 6.3107 | 650 | 14.6356 | 0.6335 | 14.6356 | 3.8256 |
377
+ | 62.0937 | 6.3301 | 652 | 14.6657 | 0.6292 | 14.6657 | 3.8296 |
378
+ | 62.0937 | 6.3495 | 654 | 14.2233 | 0.6613 | 14.2233 | 3.7714 |
379
+ | 62.0937 | 6.3689 | 656 | 14.4553 | 0.6764 | 14.4553 | 3.8020 |
380
+ | 62.0937 | 6.3883 | 658 | 14.2211 | 0.6781 | 14.2211 | 3.7711 |
381
+ | 62.0937 | 6.4078 | 660 | 13.8399 | 0.6578 | 13.8399 | 3.7202 |
382
+ | 62.0937 | 6.4272 | 662 | 14.5400 | 0.6128 | 14.5400 | 3.8131 |
383
+ | 62.0937 | 6.4466 | 664 | 15.2105 | 0.5776 | 15.2105 | 3.9001 |
384
+ | 62.0937 | 6.4660 | 666 | 14.9668 | 0.5893 | 14.9668 | 3.8687 |
385
+ | 62.0937 | 6.4854 | 668 | 13.5492 | 0.6505 | 13.5492 | 3.6809 |
386
+ | 62.0937 | 6.5049 | 670 | 13.5636 | 0.6716 | 13.5636 | 3.6829 |
387
+ | 62.0937 | 6.5243 | 672 | 13.3849 | 0.6665 | 13.3849 | 3.6585 |
388
+ | 62.0937 | 6.5437 | 674 | 13.2585 | 0.6502 | 13.2585 | 3.6412 |
389
+ | 62.0937 | 6.5631 | 676 | 13.1837 | 0.6586 | 13.1837 | 3.6309 |
390
+ | 62.0937 | 6.5825 | 678 | 13.1617 | 0.6746 | 13.1617 | 3.6279 |
391
+ | 62.0937 | 6.6019 | 680 | 13.0364 | 0.6738 | 13.0364 | 3.6106 |
392
+ | 62.0937 | 6.6214 | 682 | 13.3963 | 0.6524 | 13.3963 | 3.6601 |
393
+ | 62.0937 | 6.6408 | 684 | 13.5395 | 0.6517 | 13.5394 | 3.6796 |
394
+ | 62.0937 | 6.6602 | 686 | 13.2405 | 0.6670 | 13.2405 | 3.6387 |
395
+ | 62.0937 | 6.6796 | 688 | 13.1006 | 0.6813 | 13.1006 | 3.6195 |
396
+ | 62.0937 | 6.6990 | 690 | 12.9695 | 0.6779 | 12.9695 | 3.6013 |
397
+ | 62.0937 | 6.7184 | 692 | 13.0583 | 0.6847 | 13.0583 | 3.6136 |
398
+ | 62.0937 | 6.7379 | 694 | 12.9528 | 0.6685 | 12.9528 | 3.5990 |
399
+ | 62.0937 | 6.7573 | 696 | 13.0835 | 0.6503 | 13.0835 | 3.6171 |
400
+ | 62.0937 | 6.7767 | 698 | 13.3453 | 0.6377 | 13.3453 | 3.6531 |
401
+ | 62.0937 | 6.7961 | 700 | 13.1465 | 0.6421 | 13.1465 | 3.6258 |
402
+ | 62.0937 | 6.8155 | 702 | 13.3794 | 0.6163 | 13.3794 | 3.6578 |
403
+ | 62.0937 | 6.8350 | 704 | 13.3934 | 0.6283 | 13.3934 | 3.6597 |
404
+ | 62.0937 | 6.8544 | 706 | 13.0602 | 0.6739 | 13.0602 | 3.6139 |
405
+ | 62.0937 | 6.8738 | 708 | 14.3261 | 0.6935 | 14.3261 | 3.7850 |
406
+ | 62.0937 | 6.8932 | 710 | 14.7376 | 0.6932 | 14.7376 | 3.8390 |
407
+ | 62.0937 | 6.9126 | 712 | 14.0848 | 0.6873 | 14.0848 | 3.7530 |
408
+ | 62.0937 | 6.9320 | 714 | 13.7631 | 0.6831 | 13.7631 | 3.7099 |
409
+ | 62.0937 | 6.9515 | 716 | 13.5064 | 0.6597 | 13.5064 | 3.6751 |
410
+ | 62.0937 | 6.9709 | 718 | 13.0870 | 0.6648 | 13.0870 | 3.6176 |
411
+ | 62.0937 | 6.9903 | 720 | 13.0134 | 0.6795 | 13.0134 | 3.6074 |
412
+ | 62.0937 | 7.0097 | 722 | 12.9668 | 0.6718 | 12.9668 | 3.6009 |
413
+ | 62.0937 | 7.0291 | 724 | 12.8689 | 0.6454 | 12.8689 | 3.5873 |
414
+ | 62.0937 | 7.0485 | 726 | 13.3352 | 0.6143 | 13.3352 | 3.6517 |
415
+ | 62.0937 | 7.0680 | 728 | 13.6343 | 0.6056 | 13.6343 | 3.6925 |
416
+ | 62.0937 | 7.0874 | 730 | 13.6142 | 0.6362 | 13.6142 | 3.6897 |
417
+ | 62.0937 | 7.1068 | 732 | 13.0996 | 0.6846 | 13.0996 | 3.6193 |
418
+ | 62.0937 | 7.1262 | 734 | 12.9084 | 0.7092 | 12.9084 | 3.5928 |
419
+ | 62.0937 | 7.1456 | 736 | 13.1595 | 0.7226 | 13.1595 | 3.6276 |
420
+ | 62.0937 | 7.1650 | 738 | 12.9489 | 0.7249 | 12.9489 | 3.5985 |
421
+ | 62.0937 | 7.1845 | 740 | 13.0006 | 0.7260 | 13.0006 | 3.6056 |
422
+ | 62.0937 | 7.2039 | 742 | 12.9739 | 0.7229 | 12.9739 | 3.6019 |
423
+ | 62.0937 | 7.2233 | 744 | 12.9995 | 0.7160 | 12.9995 | 3.6055 |
424
+ | 62.0937 | 7.2427 | 746 | 12.8503 | 0.7095 | 12.8503 | 3.5847 |
425
+ | 62.0937 | 7.2621 | 748 | 13.2092 | 0.6798 | 13.2092 | 3.6344 |
426
+ | 62.0937 | 7.2816 | 750 | 13.8130 | 0.6508 | 13.8130 | 3.7166 |
427
+ | 62.0937 | 7.3010 | 752 | 13.6000 | 0.6584 | 13.6000 | 3.6878 |
428
+ | 62.0937 | 7.3204 | 754 | 12.9230 | 0.6821 | 12.9230 | 3.5949 |
429
+ | 62.0937 | 7.3398 | 756 | 12.2035 | 0.7079 | 12.2035 | 3.4934 |
430
+ | 62.0937 | 7.3592 | 758 | 12.7473 | 0.7057 | 12.7473 | 3.5703 |
431
+ | 62.0937 | 7.3786 | 760 | 14.0608 | 0.6868 | 14.0608 | 3.7498 |
432
+ | 62.0937 | 7.3981 | 762 | 12.0955 | 0.7185 | 12.0955 | 3.4779 |
433
+ | 62.0937 | 7.4175 | 764 | 13.0330 | 0.6751 | 13.0330 | 3.6101 |
434
+ | 62.0937 | 7.4369 | 766 | 13.8282 | 0.6551 | 13.8282 | 3.7186 |
435
+ | 62.0937 | 7.4563 | 768 | 13.1808 | 0.6839 | 13.1808 | 3.6305 |
436
+ | 62.0937 | 7.4757 | 770 | 12.3787 | 0.7317 | 12.3787 | 3.5183 |
437
+ | 62.0937 | 7.4951 | 772 | 12.5682 | 0.7404 | 12.5682 | 3.5452 |
438
+ | 62.0937 | 7.5146 | 774 | 12.5849 | 0.7366 | 12.5849 | 3.5475 |
439
+ | 62.0937 | 7.5340 | 776 | 12.5111 | 0.7244 | 12.5111 | 3.5371 |
440
+ | 62.0937 | 7.5534 | 778 | 13.3166 | 0.6780 | 13.3166 | 3.6492 |
441
+ | 62.0937 | 7.5728 | 780 | 13.5110 | 0.6649 | 13.5110 | 3.6757 |
442
+ | 62.0937 | 7.5922 | 782 | 12.4096 | 0.6972 | 12.4096 | 3.5227 |
443
+ | 62.0937 | 7.6117 | 784 | 11.7674 | 0.7284 | 11.7674 | 3.4304 |
444
+ | 62.0937 | 7.6311 | 786 | 11.7234 | 0.7166 | 11.7234 | 3.4239 |
445
+ | 62.0937 | 7.6505 | 788 | 11.8334 | 0.7077 | 11.8334 | 3.4400 |
446
+ | 62.0937 | 7.6699 | 790 | 11.6797 | 0.7144 | 11.6797 | 3.4176 |
447
+ | 62.0937 | 7.6893 | 792 | 11.6807 | 0.7187 | 11.6807 | 3.4177 |
448
+ | 62.0937 | 7.7087 | 794 | 11.6362 | 0.7217 | 11.6362 | 3.4112 |
449
+ | 62.0937 | 7.7282 | 796 | 11.9579 | 0.7096 | 11.9579 | 3.4580 |
450
+ | 62.0937 | 7.7476 | 798 | 12.3144 | 0.7039 | 12.3144 | 3.5092 |
451
+ | 62.0937 | 7.7670 | 800 | 11.9766 | 0.7213 | 11.9766 | 3.4607 |
452
+ | 62.0937 | 7.7864 | 802 | 11.8280 | 0.7335 | 11.8280 | 3.4392 |
453
+ | 62.0937 | 7.8058 | 804 | 12.1157 | 0.7331 | 12.1157 | 3.4808 |
454
+ | 62.0937 | 7.8252 | 806 | 11.8239 | 0.7307 | 11.8239 | 3.4386 |
455
+ | 62.0937 | 7.8447 | 808 | 12.1369 | 0.7118 | 12.1369 | 3.4838 |
456
+ | 62.0937 | 7.8641 | 810 | 11.9057 | 0.7201 | 11.9057 | 3.4505 |
457
+ | 62.0937 | 7.8835 | 812 | 11.7076 | 0.7218 | 11.7076 | 3.4216 |
458
+ | 62.0937 | 7.9029 | 814 | 11.7185 | 0.7092 | 11.7185 | 3.4232 |
459
+ | 62.0937 | 7.9223 | 816 | 12.8705 | 0.6602 | 12.8705 | 3.5876 |
460
+ | 62.0937 | 7.9417 | 818 | 12.7019 | 0.6714 | 12.7019 | 3.5640 |
461
+ | 62.0937 | 7.9612 | 820 | 11.5836 | 0.7215 | 11.5836 | 3.4035 |
462
+ | 62.0937 | 7.9806 | 822 | 11.6176 | 0.7197 | 11.6176 | 3.4085 |
463
+ | 62.0937 | 8.0 | 824 | 11.6084 | 0.7180 | 11.6084 | 3.4071 |
464
+ | 62.0937 | 8.0194 | 826 | 12.0342 | 0.6951 | 12.0342 | 3.4690 |
465
+ | 62.0937 | 8.0388 | 828 | 12.0678 | 0.6972 | 12.0678 | 3.4739 |
466
+ | 62.0937 | 8.0583 | 830 | 11.6474 | 0.7162 | 11.6474 | 3.4128 |
467
+ | 62.0937 | 8.0777 | 832 | 11.5776 | 0.7309 | 11.5776 | 3.4026 |
468
+ | 62.0937 | 8.0971 | 834 | 13.7218 | 0.7130 | 13.7218 | 3.7043 |
469
+ | 62.0937 | 8.1165 | 836 | 13.6590 | 0.7109 | 13.6590 | 3.6958 |
470
+ | 62.0937 | 8.1359 | 838 | 12.0925 | 0.7273 | 12.0925 | 3.4774 |
471
+ | 62.0937 | 8.1553 | 840 | 11.8106 | 0.7156 | 11.8106 | 3.4367 |
472
+ | 62.0937 | 8.1748 | 842 | 11.8366 | 0.7187 | 11.8366 | 3.4404 |
473
+ | 62.0937 | 8.1942 | 844 | 11.9021 | 0.7153 | 11.9021 | 3.4499 |
474
+ | 62.0937 | 8.2136 | 846 | 11.9447 | 0.7083 | 11.9447 | 3.4561 |
475
+ | 62.0937 | 8.2330 | 848 | 11.8278 | 0.7060 | 11.8278 | 3.4392 |
476
+ | 62.0937 | 8.2524 | 850 | 11.6095 | 0.7148 | 11.6095 | 3.4073 |
477
+ | 62.0937 | 8.2718 | 852 | 11.4753 | 0.7187 | 11.4753 | 3.3875 |
478
+ | 62.0937 | 8.2913 | 854 | 11.3278 | 0.7313 | 11.3278 | 3.3657 |
479
+ | 62.0937 | 8.3107 | 856 | 11.3894 | 0.7116 | 11.3894 | 3.3748 |
480
+ | 62.0937 | 8.3301 | 858 | 11.2549 | 0.7185 | 11.2549 | 3.3548 |
481
+ | 62.0937 | 8.3495 | 860 | 11.6872 | 0.7173 | 11.6872 | 3.4187 |
482
+ | 62.0937 | 8.3689 | 862 | 11.5296 | 0.7145 | 11.5296 | 3.3955 |
483
+ | 62.0937 | 8.3883 | 864 | 11.1706 | 0.7273 | 11.1706 | 3.3422 |
484
+ | 62.0937 | 8.4078 | 866 | 11.7934 | 0.7150 | 11.7934 | 3.4342 |
485
+ | 62.0937 | 8.4272 | 868 | 12.2236 | 0.7116 | 12.2236 | 3.4962 |
486
+ | 62.0937 | 8.4466 | 870 | 11.2956 | 0.7415 | 11.2956 | 3.3609 |
487
+ | 62.0937 | 8.4660 | 872 | 11.6041 | 0.7602 | 11.6041 | 3.4065 |
488
+ | 62.0937 | 8.4854 | 874 | 11.9644 | 0.7605 | 11.9644 | 3.4590 |
489
+ | 62.0937 | 8.5049 | 876 | 11.9250 | 0.7653 | 11.9250 | 3.4533 |
490
+ | 62.0937 | 8.5243 | 878 | 12.3022 | 0.7480 | 12.3022 | 3.5074 |
491
+ | 62.0937 | 8.5437 | 880 | 13.0542 | 0.7128 | 13.0542 | 3.6131 |
492
+ | 62.0937 | 8.5631 | 882 | 13.1817 | 0.7077 | 13.1817 | 3.6307 |
493
+ | 62.0937 | 8.5825 | 884 | 12.2321 | 0.7378 | 12.2321 | 3.4974 |
494
+ | 62.0937 | 8.6019 | 886 | 11.6663 | 0.7642 | 11.6663 | 3.4156 |
495
+ | 62.0937 | 8.6214 | 888 | 14.2259 | 0.7227 | 14.2259 | 3.7717 |
496
+ | 62.0937 | 8.6408 | 890 | 14.1679 | 0.7235 | 14.1679 | 3.7640 |
497
+ | 62.0937 | 8.6602 | 892 | 11.9348 | 0.7534 | 11.9348 | 3.4547 |
498
+ | 62.0937 | 8.6796 | 894 | 11.4699 | 0.7523 | 11.4699 | 3.3867 |
499
+ | 62.0937 | 8.6990 | 896 | 11.8979 | 0.7389 | 11.8979 | 3.4493 |
500
+ | 62.0937 | 8.7184 | 898 | 11.6117 | 0.7467 | 11.6117 | 3.4076 |
501
+ | 62.0937 | 8.7379 | 900 | 11.2247 | 0.7614 | 11.2247 | 3.3503 |
502
+ | 62.0937 | 8.7573 | 902 | 12.3949 | 0.7425 | 12.3949 | 3.5206 |
503
+ | 62.0937 | 8.7767 | 904 | 12.2162 | 0.7382 | 12.2162 | 3.4952 |
504
+ | 62.0937 | 8.7961 | 906 | 11.0979 | 0.7539 | 11.0979 | 3.3314 |
505
+ | 62.0937 | 8.8155 | 908 | 12.1667 | 0.7202 | 12.1667 | 3.4881 |
506
+ | 62.0937 | 8.8350 | 910 | 13.0526 | 0.6879 | 13.0526 | 3.6128 |
507
+ | 62.0937 | 8.8544 | 912 | 12.5459 | 0.7065 | 12.5459 | 3.5420 |
508
+ | 62.0937 | 8.8738 | 914 | 11.7493 | 0.7363 | 11.7493 | 3.4277 |
509
+ | 62.0937 | 8.8932 | 916 | 11.1089 | 0.7602 | 11.1089 | 3.3330 |
510
+ | 62.0937 | 8.9126 | 918 | 12.2496 | 0.7501 | 12.2496 | 3.4999 |
511
+ | 62.0937 | 8.9320 | 920 | 11.9740 | 0.7542 | 11.9740 | 3.4604 |
512
+ | 62.0937 | 8.9515 | 922 | 11.5032 | 0.7584 | 11.5032 | 3.3916 |
513
+ | 62.0937 | 8.9709 | 924 | 11.2168 | 0.7614 | 11.2168 | 3.3491 |
514
+ | 62.0937 | 8.9903 | 926 | 12.0235 | 0.7275 | 12.0235 | 3.4675 |
515
+ | 62.0937 | 9.0097 | 928 | 12.5820 | 0.7109 | 12.5820 | 3.5471 |
516
+ | 62.0937 | 9.0291 | 930 | 11.9704 | 0.7434 | 11.9704 | 3.4598 |
517
+ | 62.0937 | 9.0485 | 932 | 11.7483 | 0.7495 | 11.7483 | 3.4276 |
518
+ | 62.0937 | 9.0680 | 934 | 11.7658 | 0.7484 | 11.7658 | 3.4301 |
519
+ | 62.0937 | 9.0874 | 936 | 11.6792 | 0.7484 | 11.6792 | 3.4175 |
520
+ | 62.0937 | 9.1068 | 938 | 11.3013 | 0.7516 | 11.3013 | 3.3617 |
521
+ | 62.0937 | 9.1262 | 940 | 11.1275 | 0.7550 | 11.1275 | 3.3358 |
522
+ | 62.0937 | 9.1456 | 942 | 11.1696 | 0.7494 | 11.1696 | 3.3421 |
523
+ | 62.0937 | 9.1650 | 944 | 11.2267 | 0.7406 | 11.2267 | 3.3506 |
524
+ | 62.0937 | 9.1845 | 946 | 11.7538 | 0.7173 | 11.7538 | 3.4284 |
525
+ | 62.0937 | 9.2039 | 948 | 11.4498 | 0.7271 | 11.4498 | 3.3837 |
526
+ | 62.0937 | 9.2233 | 950 | 11.2974 | 0.7455 | 11.2974 | 3.3612 |
527
+ | 62.0937 | 9.2427 | 952 | 13.8354 | 0.7090 | 13.8354 | 3.7196 |
528
+ | 62.0937 | 9.2621 | 954 | 14.2989 | 0.7048 | 14.2989 | 3.7814 |
529
+ | 62.0937 | 9.2816 | 956 | 12.1335 | 0.7320 | 12.1335 | 3.4833 |
530
+ | 62.0937 | 9.3010 | 958 | 11.2546 | 0.7318 | 11.2546 | 3.3548 |
531
+ | 62.0937 | 9.3204 | 960 | 12.5518 | 0.6986 | 12.5518 | 3.5428 |
532
+ | 62.0937 | 9.3398 | 962 | 12.7794 | 0.7006 | 12.7794 | 3.5748 |
533
+ | 62.0937 | 9.3592 | 964 | 11.8585 | 0.7435 | 11.8585 | 3.4436 |
534
+ | 62.0937 | 9.3786 | 966 | 11.4235 | 0.7564 | 11.4235 | 3.3799 |
535
+ | 62.0937 | 9.3981 | 968 | 11.3151 | 0.7556 | 11.3151 | 3.3638 |
536
+ | 62.0937 | 9.4175 | 970 | 11.1212 | 0.7495 | 11.1212 | 3.3349 |
537
+ | 62.0937 | 9.4369 | 972 | 11.1015 | 0.7410 | 11.1015 | 3.3319 |
538
+ | 62.0937 | 9.4563 | 974 | 11.1055 | 0.7403 | 11.1055 | 3.3325 |
539
+ | 62.0937 | 9.4757 | 976 | 11.1092 | 0.7372 | 11.1092 | 3.3330 |
540
+ | 62.0937 | 9.4951 | 978 | 11.4307 | 0.7156 | 11.4307 | 3.3809 |
541
+ | 62.0937 | 9.5146 | 980 | 11.8020 | 0.7106 | 11.8020 | 3.4354 |
542
+ | 62.0937 | 9.5340 | 982 | 11.0326 | 0.7327 | 11.0326 | 3.3215 |
543
+ | 62.0937 | 9.5534 | 984 | 10.7996 | 0.7491 | 10.7996 | 3.2863 |
544
+ | 62.0937 | 9.5728 | 986 | 10.7972 | 0.7579 | 10.7972 | 3.2859 |
545
+ | 62.0937 | 9.5922 | 988 | 10.8731 | 0.7613 | 10.8731 | 3.2974 |
546
+ | 62.0937 | 9.6117 | 990 | 11.0767 | 0.7588 | 11.0767 | 3.3282 |
547
+ | 62.0937 | 9.6311 | 992 | 11.3635 | 0.7482 | 11.3635 | 3.3710 |
548
+ | 62.0937 | 9.6505 | 994 | 11.2277 | 0.7515 | 11.2277 | 3.3508 |
549
+ | 62.0937 | 9.6699 | 996 | 11.1468 | 0.7578 | 11.1468 | 3.3387 |
550
+ | 62.0937 | 9.6893 | 998 | 11.0913 | 0.7576 | 11.0913 | 3.3304 |
551
+ | 11.6965 | 9.7087 | 1000 | 10.9545 | 0.7596 | 10.9545 | 3.3098 |
552
+ | 11.6965 | 9.7282 | 1002 | 10.9670 | 0.7506 | 10.9670 | 3.3116 |
553
+ | 11.6965 | 9.7476 | 1004 | 10.9302 | 0.7486 | 10.9302 | 3.3061 |
554
+ | 11.6965 | 9.7670 | 1006 | 10.9713 | 0.7415 | 10.9713 | 3.3123 |
555
+ | 11.6965 | 9.7864 | 1008 | 10.8962 | 0.7441 | 10.8963 | 3.3009 |
556
+ | 11.6965 | 9.8058 | 1010 | 11.2333 | 0.7378 | 11.2333 | 3.3516 |
557
 
558
 
559
  ### Framework versions