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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k3_task5_organization

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Training in progress, step 500

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  1. README.md +266 -511
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -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: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k3_task5_organization
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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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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k3_task5_organization
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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: 0.5561
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- - Qwk: 0.6417
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- - Mse: 0.5561
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- - Rmse: 0.7457
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  ## Model description
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@@ -49,511 +49,266 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.1333 | 2 | 3.8641 | -0.0046 | 3.8641 | 1.9657 |
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- | No log | 0.2667 | 4 | 2.1841 | -0.0086 | 2.1841 | 1.4779 |
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- | No log | 0.4 | 6 | 1.3623 | 0.0107 | 1.3623 | 1.1672 |
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- | No log | 0.5333 | 8 | 1.1608 | 0.1398 | 1.1608 | 1.0774 |
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- | No log | 0.6667 | 10 | 1.7068 | -0.0044 | 1.7068 | 1.3064 |
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- | No log | 0.8 | 12 | 1.2615 | 0.0193 | 1.2615 | 1.1231 |
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- | No log | 0.9333 | 14 | 1.0802 | 0.1864 | 1.0802 | 1.0393 |
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- | No log | 1.0667 | 16 | 1.0762 | 0.2175 | 1.0762 | 1.0374 |
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- | No log | 1.2 | 18 | 0.9960 | 0.1493 | 0.9960 | 0.9980 |
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- | No log | 1.3333 | 20 | 1.4520 | 0.1761 | 1.4520 | 1.2050 |
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- | No log | 1.4667 | 22 | 1.7785 | 0.1522 | 1.7785 | 1.3336 |
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- | No log | 1.6 | 24 | 1.3949 | 0.1584 | 1.3949 | 1.1811 |
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- | No log | 1.7333 | 26 | 0.9354 | 0.3458 | 0.9354 | 0.9672 |
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- | No log | 1.8667 | 28 | 0.9552 | 0.3747 | 0.9552 | 0.9773 |
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- | No log | 2.0 | 30 | 1.0064 | 0.3607 | 1.0064 | 1.0032 |
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- | No log | 2.1333 | 32 | 0.9252 | 0.3853 | 0.9252 | 0.9619 |
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- | No log | 2.2667 | 34 | 1.3582 | 0.2685 | 1.3582 | 1.1654 |
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- | No log | 2.4 | 36 | 1.5700 | 0.1935 | 1.5700 | 1.2530 |
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- | No log | 2.5333 | 38 | 1.3349 | 0.2165 | 1.3349 | 1.1554 |
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- | No log | 2.6667 | 40 | 1.1526 | 0.1725 | 1.1526 | 1.0736 |
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- | No log | 2.8 | 42 | 0.8816 | 0.3625 | 0.8816 | 0.9390 |
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- | No log | 2.9333 | 44 | 0.8219 | 0.4919 | 0.8219 | 0.9066 |
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- | No log | 3.0667 | 46 | 0.7919 | 0.4898 | 0.7919 | 0.8899 |
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- | No log | 3.2 | 48 | 0.7567 | 0.5260 | 0.7567 | 0.8699 |
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- | No log | 3.3333 | 50 | 0.7291 | 0.5498 | 0.7291 | 0.8539 |
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- | No log | 3.4667 | 52 | 0.7126 | 0.5735 | 0.7126 | 0.8442 |
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- | No log | 3.6 | 54 | 0.7174 | 0.5606 | 0.7174 | 0.8470 |
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- | No log | 3.7333 | 56 | 0.6978 | 0.5809 | 0.6978 | 0.8354 |
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- | No log | 3.8667 | 58 | 0.7068 | 0.6001 | 0.7068 | 0.8407 |
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- | No log | 4.0 | 60 | 0.8038 | 0.5898 | 0.8038 | 0.8966 |
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- | No log | 4.1333 | 62 | 0.7234 | 0.6337 | 0.7234 | 0.8505 |
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- | No log | 4.2667 | 64 | 0.7349 | 0.4869 | 0.7349 | 0.8572 |
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- | No log | 4.4 | 66 | 0.7122 | 0.6341 | 0.7122 | 0.8439 |
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- | No log | 4.5333 | 68 | 0.7095 | 0.6224 | 0.7095 | 0.8423 |
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- | No log | 4.6667 | 70 | 0.7412 | 0.5182 | 0.7412 | 0.8610 |
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- | No log | 4.8 | 72 | 0.7536 | 0.5363 | 0.7536 | 0.8681 |
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- | No log | 4.9333 | 74 | 0.6840 | 0.5796 | 0.6840 | 0.8270 |
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- | No log | 5.0667 | 76 | 0.6762 | 0.5820 | 0.6762 | 0.8223 |
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- | No log | 5.2 | 78 | 0.6869 | 0.6358 | 0.6869 | 0.8288 |
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- | No log | 5.3333 | 80 | 0.6736 | 0.6374 | 0.6736 | 0.8208 |
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- | No log | 5.4667 | 82 | 0.6713 | 0.6246 | 0.6713 | 0.8193 |
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- | No log | 5.6 | 84 | 0.7757 | 0.6117 | 0.7757 | 0.8807 |
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- | No log | 5.7333 | 86 | 0.7568 | 0.6135 | 0.7568 | 0.8699 |
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- | No log | 5.8667 | 88 | 0.6521 | 0.5540 | 0.6521 | 0.8075 |
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- | No log | 6.0 | 90 | 0.7612 | 0.5756 | 0.7612 | 0.8725 |
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- | No log | 6.1333 | 92 | 0.6981 | 0.5719 | 0.6981 | 0.8356 |
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- | No log | 6.2667 | 94 | 0.6754 | 0.5561 | 0.6754 | 0.8218 |
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- | No log | 6.4 | 96 | 0.8068 | 0.5151 | 0.8068 | 0.8982 |
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- | No log | 6.5333 | 98 | 0.6810 | 0.5355 | 0.6810 | 0.8252 |
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- | No log | 6.6667 | 100 | 0.6098 | 0.6380 | 0.6098 | 0.7809 |
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- | No log | 6.8 | 102 | 0.6617 | 0.6736 | 0.6617 | 0.8134 |
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- | No log | 6.9333 | 104 | 0.6346 | 0.6715 | 0.6346 | 0.7966 |
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- | No log | 7.0667 | 106 | 0.7043 | 0.5966 | 0.7043 | 0.8392 |
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- | No log | 7.2 | 108 | 0.7468 | 0.5451 | 0.7468 | 0.8641 |
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- | No log | 7.3333 | 110 | 0.6544 | 0.5988 | 0.6544 | 0.8089 |
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- | No log | 7.4667 | 112 | 0.6484 | 0.6445 | 0.6484 | 0.8053 |
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- | No log | 7.6 | 114 | 0.6644 | 0.5949 | 0.6644 | 0.8151 |
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- | No log | 7.7333 | 116 | 0.6523 | 0.6043 | 0.6523 | 0.8076 |
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- | No log | 7.8667 | 118 | 0.6538 | 0.6043 | 0.6538 | 0.8086 |
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- | No log | 8.0 | 120 | 0.6476 | 0.6559 | 0.6476 | 0.8047 |
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- | No log | 8.1333 | 122 | 0.6711 | 0.5955 | 0.6711 | 0.8192 |
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- | No log | 8.2667 | 124 | 0.6695 | 0.6383 | 0.6695 | 0.8182 |
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- | No log | 8.4 | 126 | 0.6707 | 0.5688 | 0.6707 | 0.8190 |
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- | No log | 8.5333 | 128 | 0.6821 | 0.5410 | 0.6821 | 0.8259 |
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- | No log | 8.6667 | 130 | 0.6494 | 0.5678 | 0.6494 | 0.8059 |
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- | No log | 8.8 | 132 | 0.6645 | 0.5699 | 0.6645 | 0.8152 |
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- | No log | 8.9333 | 134 | 0.6352 | 0.6414 | 0.6352 | 0.7970 |
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- | No log | 9.0667 | 136 | 0.6502 | 0.6661 | 0.6502 | 0.8064 |
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- | No log | 9.2 | 138 | 0.7154 | 0.6344 | 0.7154 | 0.8458 |
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- | No log | 9.3333 | 140 | 0.6417 | 0.6661 | 0.6417 | 0.8010 |
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- | No log | 9.4667 | 142 | 0.5980 | 0.6903 | 0.5980 | 0.7733 |
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- | No log | 9.6 | 144 | 0.6064 | 0.6256 | 0.6064 | 0.7787 |
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- | No log | 9.7333 | 146 | 0.6225 | 0.5302 | 0.6225 | 0.7890 |
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- | No log | 9.8667 | 148 | 0.7217 | 0.5012 | 0.7217 | 0.8495 |
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- | No log | 10.0 | 150 | 0.7234 | 0.5127 | 0.7234 | 0.8505 |
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- | No log | 10.1333 | 152 | 0.6641 | 0.5149 | 0.6641 | 0.8149 |
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- | No log | 10.2667 | 154 | 0.7113 | 0.5546 | 0.7113 | 0.8434 |
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- | No log | 10.4 | 156 | 0.6622 | 0.6290 | 0.6622 | 0.8137 |
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- | No log | 10.5333 | 158 | 0.6135 | 0.6311 | 0.6135 | 0.7833 |
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- | No log | 10.6667 | 160 | 0.5879 | 0.6879 | 0.5879 | 0.7667 |
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- | No log | 10.8 | 162 | 0.5959 | 0.5971 | 0.5959 | 0.7719 |
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- | No log | 10.9333 | 164 | 0.5742 | 0.6259 | 0.5742 | 0.7577 |
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- | No log | 11.0667 | 166 | 0.5724 | 0.6460 | 0.5724 | 0.7565 |
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- | No log | 11.2 | 168 | 0.6129 | 0.6371 | 0.6129 | 0.7829 |
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- | No log | 11.3333 | 170 | 0.7272 | 0.5810 | 0.7272 | 0.8528 |
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- | No log | 11.4667 | 172 | 0.6770 | 0.6054 | 0.6770 | 0.8228 |
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- | No log | 11.6 | 174 | 0.5912 | 0.6780 | 0.5912 | 0.7689 |
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- | No log | 11.7333 | 176 | 0.5920 | 0.5881 | 0.5920 | 0.7694 |
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- | No log | 11.8667 | 178 | 0.5861 | 0.6602 | 0.5861 | 0.7656 |
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- | No log | 12.0 | 180 | 0.6702 | 0.6429 | 0.6702 | 0.8187 |
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- | No log | 12.1333 | 182 | 0.7177 | 0.5864 | 0.7177 | 0.8472 |
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- | No log | 12.2667 | 184 | 0.6366 | 0.6396 | 0.6366 | 0.7978 |
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- | No log | 12.4 | 186 | 0.5859 | 0.6380 | 0.5859 | 0.7654 |
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- | No log | 12.5333 | 188 | 0.5943 | 0.6330 | 0.5943 | 0.7709 |
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- | No log | 12.6667 | 190 | 0.5957 | 0.6584 | 0.5957 | 0.7718 |
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- | No log | 12.8 | 192 | 0.6006 | 0.6143 | 0.6006 | 0.7750 |
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- | No log | 12.9333 | 194 | 0.6728 | 0.5383 | 0.6728 | 0.8202 |
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- | No log | 13.0667 | 196 | 0.6505 | 0.6053 | 0.6505 | 0.8066 |
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- | No log | 13.2 | 198 | 0.5945 | 0.6239 | 0.5945 | 0.7711 |
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- | No log | 13.3333 | 200 | 0.5907 | 0.7049 | 0.5907 | 0.7686 |
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- | No log | 13.4667 | 202 | 0.6028 | 0.7078 | 0.6028 | 0.7764 |
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- | No log | 13.6 | 204 | 0.6162 | 0.6544 | 0.6162 | 0.7850 |
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- | No log | 13.7333 | 206 | 0.6041 | 0.6479 | 0.6041 | 0.7773 |
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- | No log | 13.8667 | 208 | 0.6066 | 0.6380 | 0.6066 | 0.7789 |
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- | No log | 14.0 | 210 | 0.6056 | 0.6498 | 0.6056 | 0.7782 |
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- | No log | 14.1333 | 212 | 0.6019 | 0.6479 | 0.6019 | 0.7758 |
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- | No log | 14.2667 | 214 | 0.6199 | 0.6581 | 0.6199 | 0.7873 |
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- | No log | 14.4 | 216 | 0.6250 | 0.6479 | 0.6250 | 0.7905 |
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- | No log | 14.5333 | 218 | 0.5992 | 0.6497 | 0.5992 | 0.7741 |
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- | No log | 14.6667 | 220 | 0.5801 | 0.6606 | 0.5801 | 0.7616 |
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- | No log | 14.8 | 222 | 0.5857 | 0.6673 | 0.5857 | 0.7653 |
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- | No log | 14.9333 | 224 | 0.5680 | 0.6606 | 0.5680 | 0.7536 |
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- | No log | 15.0667 | 226 | 0.5641 | 0.6805 | 0.5641 | 0.7511 |
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- | No log | 15.2 | 228 | 0.5867 | 0.5542 | 0.5867 | 0.7660 |
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- | No log | 15.3333 | 230 | 0.5665 | 0.6625 | 0.5665 | 0.7526 |
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- | No log | 15.4667 | 232 | 0.5502 | 0.6699 | 0.5502 | 0.7418 |
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- | No log | 15.6 | 234 | 0.5468 | 0.6606 | 0.5468 | 0.7395 |
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- | No log | 15.7333 | 236 | 0.5408 | 0.6796 | 0.5408 | 0.7354 |
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- | No log | 15.8667 | 238 | 0.5568 | 0.6606 | 0.5568 | 0.7462 |
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- | No log | 16.0 | 240 | 0.5734 | 0.6557 | 0.5734 | 0.7572 |
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- | No log | 16.1333 | 242 | 0.5723 | 0.6745 | 0.5723 | 0.7565 |
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- | No log | 16.2667 | 244 | 0.5555 | 0.7041 | 0.5555 | 0.7453 |
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- | No log | 16.4 | 246 | 0.5694 | 0.6566 | 0.5694 | 0.7546 |
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- | No log | 16.5333 | 248 | 0.5855 | 0.6025 | 0.5855 | 0.7652 |
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- | No log | 16.6667 | 250 | 0.5764 | 0.6370 | 0.5764 | 0.7592 |
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- | No log | 16.8 | 252 | 0.5709 | 0.6488 | 0.5709 | 0.7556 |
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- | No log | 16.9333 | 254 | 0.5758 | 0.6488 | 0.5758 | 0.7588 |
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- | No log | 17.0667 | 256 | 0.5599 | 0.6417 | 0.5599 | 0.7483 |
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- | No log | 17.2 | 258 | 0.5504 | 0.6606 | 0.5504 | 0.7419 |
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- | No log | 17.3333 | 260 | 0.5406 | 0.6639 | 0.5406 | 0.7353 |
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- | No log | 17.4667 | 262 | 0.5511 | 0.6518 | 0.5511 | 0.7424 |
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- | No log | 17.6 | 264 | 0.5954 | 0.6176 | 0.5954 | 0.7716 |
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- | No log | 17.7333 | 266 | 0.6238 | 0.6154 | 0.6238 | 0.7898 |
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- | No log | 17.8667 | 268 | 0.6042 | 0.6572 | 0.6042 | 0.7773 |
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- | No log | 18.0 | 270 | 0.5700 | 0.6559 | 0.5700 | 0.7550 |
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- | No log | 18.1333 | 272 | 0.5780 | 0.6217 | 0.5780 | 0.7603 |
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- | No log | 18.2667 | 274 | 0.6208 | 0.6204 | 0.6208 | 0.7879 |
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- | No log | 18.4 | 276 | 0.5944 | 0.6561 | 0.5944 | 0.7710 |
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- | No log | 18.5333 | 278 | 0.5503 | 0.7049 | 0.5503 | 0.7418 |
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- | No log | 18.6667 | 280 | 0.6168 | 0.6319 | 0.6168 | 0.7854 |
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- | No log | 18.8 | 282 | 0.6813 | 0.6227 | 0.6813 | 0.8254 |
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- | No log | 18.9333 | 284 | 0.6377 | 0.6032 | 0.6377 | 0.7986 |
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- | No log | 19.0667 | 286 | 0.6044 | 0.6380 | 0.6044 | 0.7774 |
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- | No log | 19.2 | 288 | 0.6302 | 0.5977 | 0.6302 | 0.7939 |
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- | No log | 19.3333 | 290 | 0.6131 | 0.6195 | 0.6131 | 0.7830 |
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- | No log | 19.4667 | 292 | 0.6033 | 0.5622 | 0.6033 | 0.7767 |
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- | No log | 19.6 | 294 | 0.6135 | 0.5921 | 0.6135 | 0.7833 |
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- | No log | 19.7333 | 296 | 0.6645 | 0.5909 | 0.6645 | 0.8152 |
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- | No log | 19.8667 | 298 | 0.6855 | 0.5527 | 0.6855 | 0.8280 |
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- | No log | 20.0 | 300 | 0.6379 | 0.6387 | 0.6379 | 0.7987 |
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- | No log | 20.1333 | 302 | 0.6125 | 0.5759 | 0.6125 | 0.7827 |
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- | No log | 20.2667 | 304 | 0.6089 | 0.5644 | 0.6089 | 0.7804 |
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- | No log | 20.4 | 306 | 0.6346 | 0.5441 | 0.6346 | 0.7966 |
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- | No log | 20.5333 | 308 | 0.6263 | 0.5455 | 0.6263 | 0.7914 |
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- | No log | 20.6667 | 310 | 0.5842 | 0.5644 | 0.5842 | 0.7643 |
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- | No log | 20.8 | 312 | 0.5709 | 0.6518 | 0.5709 | 0.7556 |
208
- | No log | 20.9333 | 314 | 0.5776 | 0.6518 | 0.5776 | 0.7600 |
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- | No log | 21.0667 | 316 | 0.5698 | 0.6322 | 0.5698 | 0.7548 |
210
- | No log | 21.2 | 318 | 0.5779 | 0.5759 | 0.5779 | 0.7602 |
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- | No log | 21.3333 | 320 | 0.5919 | 0.5549 | 0.5919 | 0.7694 |
212
- | No log | 21.4667 | 322 | 0.6329 | 0.5228 | 0.6329 | 0.7955 |
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- | No log | 21.6 | 324 | 0.6552 | 0.5131 | 0.6552 | 0.8094 |
214
- | No log | 21.7333 | 326 | 0.6114 | 0.5905 | 0.6114 | 0.7819 |
215
- | No log | 21.8667 | 328 | 0.5787 | 0.5759 | 0.5787 | 0.7607 |
216
- | No log | 22.0 | 330 | 0.6516 | 0.6558 | 0.6516 | 0.8072 |
217
- | No log | 22.1333 | 332 | 0.7290 | 0.6004 | 0.7290 | 0.8538 |
218
- | No log | 22.2667 | 334 | 0.6868 | 0.6179 | 0.6868 | 0.8287 |
219
- | No log | 22.4 | 336 | 0.6248 | 0.6282 | 0.6248 | 0.7904 |
220
- | No log | 22.5333 | 338 | 0.6152 | 0.6578 | 0.6152 | 0.7843 |
221
- | No log | 22.6667 | 340 | 0.6192 | 0.5932 | 0.6192 | 0.7869 |
222
- | No log | 22.8 | 342 | 0.6113 | 0.5771 | 0.6113 | 0.7818 |
223
- | No log | 22.9333 | 344 | 0.5939 | 0.6417 | 0.5939 | 0.7707 |
224
- | No log | 23.0667 | 346 | 0.5847 | 0.6606 | 0.5847 | 0.7647 |
225
- | No log | 23.2 | 348 | 0.5823 | 0.6796 | 0.5823 | 0.7631 |
226
- | No log | 23.3333 | 350 | 0.5776 | 0.6606 | 0.5776 | 0.7600 |
227
- | No log | 23.4667 | 352 | 0.5844 | 0.6417 | 0.5844 | 0.7645 |
228
- | No log | 23.6 | 354 | 0.5938 | 0.6417 | 0.5938 | 0.7706 |
229
- | No log | 23.7333 | 356 | 0.6007 | 0.5784 | 0.6007 | 0.7750 |
230
- | No log | 23.8667 | 358 | 0.6028 | 0.5784 | 0.6028 | 0.7764 |
231
- | No log | 24.0 | 360 | 0.5990 | 0.5771 | 0.5990 | 0.7740 |
232
- | No log | 24.1333 | 362 | 0.6394 | 0.5202 | 0.6394 | 0.7996 |
233
- | No log | 24.2667 | 364 | 0.6596 | 0.5340 | 0.6596 | 0.8122 |
234
- | No log | 24.4 | 366 | 0.6326 | 0.5215 | 0.6326 | 0.7954 |
235
- | No log | 24.5333 | 368 | 0.5745 | 0.5771 | 0.5745 | 0.7580 |
236
- | No log | 24.6667 | 370 | 0.5899 | 0.6965 | 0.5899 | 0.7681 |
237
- | No log | 24.8 | 372 | 0.6039 | 0.6569 | 0.6039 | 0.7771 |
238
- | No log | 24.9333 | 374 | 0.5726 | 0.6925 | 0.5726 | 0.7567 |
239
- | No log | 25.0667 | 376 | 0.5551 | 0.6096 | 0.5551 | 0.7450 |
240
- | No log | 25.2 | 378 | 0.5900 | 0.6368 | 0.5900 | 0.7681 |
241
- | No log | 25.3333 | 380 | 0.6322 | 0.6154 | 0.6322 | 0.7951 |
242
- | No log | 25.4667 | 382 | 0.6061 | 0.6154 | 0.6061 | 0.7785 |
243
- | No log | 25.6 | 384 | 0.5287 | 0.7110 | 0.5287 | 0.7271 |
244
- | No log | 25.7333 | 386 | 0.5298 | 0.6745 | 0.5298 | 0.7279 |
245
- | No log | 25.8667 | 388 | 0.5760 | 0.6614 | 0.5760 | 0.7590 |
246
- | No log | 26.0 | 390 | 0.5781 | 0.6614 | 0.5781 | 0.7603 |
247
- | No log | 26.1333 | 392 | 0.5502 | 0.6557 | 0.5502 | 0.7417 |
248
- | No log | 26.2667 | 394 | 0.5316 | 0.6903 | 0.5316 | 0.7291 |
249
- | No log | 26.4 | 396 | 0.5533 | 0.6762 | 0.5533 | 0.7438 |
250
- | No log | 26.5333 | 398 | 0.5986 | 0.5542 | 0.5986 | 0.7737 |
251
- | No log | 26.6667 | 400 | 0.6630 | 0.5351 | 0.6630 | 0.8143 |
252
- | No log | 26.8 | 402 | 0.6913 | 0.5781 | 0.6913 | 0.8315 |
253
- | No log | 26.9333 | 404 | 0.6233 | 0.5554 | 0.6233 | 0.7895 |
254
- | No log | 27.0667 | 406 | 0.5680 | 0.6096 | 0.5680 | 0.7536 |
255
- | No log | 27.2 | 408 | 0.5841 | 0.6370 | 0.5841 | 0.7643 |
256
- | No log | 27.3333 | 410 | 0.6069 | 0.6510 | 0.6069 | 0.7790 |
257
- | No log | 27.4667 | 412 | 0.5974 | 0.6557 | 0.5974 | 0.7729 |
258
- | No log | 27.6 | 414 | 0.5728 | 0.6715 | 0.5728 | 0.7568 |
259
- | No log | 27.7333 | 416 | 0.5839 | 0.6175 | 0.5839 | 0.7641 |
260
- | No log | 27.8667 | 418 | 0.6305 | 0.6072 | 0.6305 | 0.7940 |
261
- | No log | 28.0 | 420 | 0.6253 | 0.5438 | 0.6253 | 0.7907 |
262
- | No log | 28.1333 | 422 | 0.5850 | 0.5983 | 0.5850 | 0.7648 |
263
- | No log | 28.2667 | 424 | 0.5933 | 0.6715 | 0.5933 | 0.7703 |
264
- | No log | 28.4 | 426 | 0.6060 | 0.6824 | 0.6060 | 0.7785 |
265
- | No log | 28.5333 | 428 | 0.5952 | 0.6715 | 0.5952 | 0.7715 |
266
- | No log | 28.6667 | 430 | 0.5927 | 0.6417 | 0.5927 | 0.7699 |
267
- | No log | 28.8 | 432 | 0.6071 | 0.5415 | 0.6071 | 0.7792 |
268
- | No log | 28.9333 | 434 | 0.6026 | 0.5771 | 0.6026 | 0.7762 |
269
- | No log | 29.0667 | 436 | 0.6011 | 0.5771 | 0.6011 | 0.7753 |
270
- | No log | 29.2 | 438 | 0.6045 | 0.6417 | 0.6045 | 0.7775 |
271
- | No log | 29.3333 | 440 | 0.6260 | 0.5771 | 0.6260 | 0.7912 |
272
- | No log | 29.4667 | 442 | 0.6490 | 0.5314 | 0.6490 | 0.8056 |
273
- | No log | 29.6 | 444 | 0.6675 | 0.5121 | 0.6675 | 0.8170 |
274
- | No log | 29.7333 | 446 | 0.6560 | 0.5230 | 0.6560 | 0.8099 |
275
- | No log | 29.8667 | 448 | 0.6315 | 0.5759 | 0.6315 | 0.7946 |
276
- | No log | 30.0 | 450 | 0.6570 | 0.5234 | 0.6570 | 0.8106 |
277
- | No log | 30.1333 | 452 | 0.6925 | 0.5686 | 0.6925 | 0.8322 |
278
- | No log | 30.2667 | 454 | 0.6970 | 0.5218 | 0.6970 | 0.8349 |
279
- | No log | 30.4 | 456 | 0.6696 | 0.5585 | 0.6696 | 0.8183 |
280
- | No log | 30.5333 | 458 | 0.6330 | 0.5932 | 0.6330 | 0.7956 |
281
- | No log | 30.6667 | 460 | 0.6106 | 0.6528 | 0.6106 | 0.7814 |
282
- | No log | 30.8 | 462 | 0.6095 | 0.6370 | 0.6095 | 0.7807 |
283
- | No log | 30.9333 | 464 | 0.6320 | 0.5969 | 0.6320 | 0.7950 |
284
- | No log | 31.0667 | 466 | 0.6887 | 0.5885 | 0.6887 | 0.8299 |
285
- | No log | 31.2 | 468 | 0.6867 | 0.6198 | 0.6867 | 0.8287 |
286
- | No log | 31.3333 | 470 | 0.6130 | 0.6301 | 0.6130 | 0.7830 |
287
- | No log | 31.4667 | 472 | 0.5870 | 0.6575 | 0.5870 | 0.7662 |
288
- | No log | 31.6 | 474 | 0.6161 | 0.5659 | 0.6161 | 0.7849 |
289
- | No log | 31.7333 | 476 | 0.6690 | 0.5107 | 0.6690 | 0.8179 |
290
- | No log | 31.8667 | 478 | 0.6919 | 0.5121 | 0.6919 | 0.8318 |
291
- | No log | 32.0 | 480 | 0.6577 | 0.5121 | 0.6577 | 0.8110 |
292
- | No log | 32.1333 | 482 | 0.6032 | 0.6292 | 0.6032 | 0.7766 |
293
- | No log | 32.2667 | 484 | 0.5880 | 0.6507 | 0.5880 | 0.7668 |
294
- | No log | 32.4 | 486 | 0.5939 | 0.6311 | 0.5939 | 0.7706 |
295
- | No log | 32.5333 | 488 | 0.5928 | 0.6415 | 0.5928 | 0.7699 |
296
- | No log | 32.6667 | 490 | 0.5815 | 0.6616 | 0.5815 | 0.7626 |
297
- | No log | 32.8 | 492 | 0.5795 | 0.6616 | 0.5795 | 0.7612 |
298
- | No log | 32.9333 | 494 | 0.5841 | 0.6625 | 0.5841 | 0.7643 |
299
- | No log | 33.0667 | 496 | 0.5988 | 0.6217 | 0.5988 | 0.7738 |
300
- | No log | 33.2 | 498 | 0.6167 | 0.5217 | 0.6167 | 0.7853 |
301
- | 0.2269 | 33.3333 | 500 | 0.6385 | 0.5446 | 0.6385 | 0.7990 |
302
- | 0.2269 | 33.4667 | 502 | 0.6460 | 0.5446 | 0.6460 | 0.8037 |
303
- | 0.2269 | 33.6 | 504 | 0.6261 | 0.5782 | 0.6261 | 0.7913 |
304
- | 0.2269 | 33.7333 | 506 | 0.6018 | 0.6097 | 0.6018 | 0.7758 |
305
- | 0.2269 | 33.8667 | 508 | 0.6017 | 0.6332 | 0.6017 | 0.7757 |
306
- | 0.2269 | 34.0 | 510 | 0.6301 | 0.6835 | 0.6301 | 0.7938 |
307
- | 0.2269 | 34.1333 | 512 | 0.6399 | 0.6709 | 0.6399 | 0.7999 |
308
- | 0.2269 | 34.2667 | 514 | 0.6305 | 0.6637 | 0.6305 | 0.7940 |
309
- | 0.2269 | 34.4 | 516 | 0.6158 | 0.6150 | 0.6158 | 0.7848 |
310
- | 0.2269 | 34.5333 | 518 | 0.6038 | 0.6128 | 0.6038 | 0.7770 |
311
- | 0.2269 | 34.6667 | 520 | 0.5857 | 0.6196 | 0.5857 | 0.7653 |
312
- | 0.2269 | 34.8 | 522 | 0.5796 | 0.6390 | 0.5796 | 0.7613 |
313
- | 0.2269 | 34.9333 | 524 | 0.5793 | 0.6479 | 0.5793 | 0.7611 |
314
- | 0.2269 | 35.0667 | 526 | 0.5912 | 0.6479 | 0.5912 | 0.7689 |
315
- | 0.2269 | 35.2 | 528 | 0.5927 | 0.6374 | 0.5927 | 0.7699 |
316
- | 0.2269 | 35.3333 | 530 | 0.5948 | 0.6288 | 0.5948 | 0.7712 |
317
- | 0.2269 | 35.4667 | 532 | 0.6041 | 0.6389 | 0.6041 | 0.7772 |
318
- | 0.2269 | 35.6 | 534 | 0.6068 | 0.6028 | 0.6068 | 0.7789 |
319
- | 0.2269 | 35.7333 | 536 | 0.6444 | 0.5653 | 0.6444 | 0.8028 |
320
- | 0.2269 | 35.8667 | 538 | 0.6570 | 0.5455 | 0.6570 | 0.8106 |
321
- | 0.2269 | 36.0 | 540 | 0.6348 | 0.5548 | 0.6348 | 0.7967 |
322
- | 0.2269 | 36.1333 | 542 | 0.5980 | 0.6282 | 0.5980 | 0.7733 |
323
- | 0.2269 | 36.2667 | 544 | 0.6129 | 0.6519 | 0.6129 | 0.7829 |
324
- | 0.2269 | 36.4 | 546 | 0.6462 | 0.6272 | 0.6462 | 0.8038 |
325
- | 0.2269 | 36.5333 | 548 | 0.6394 | 0.6305 | 0.6394 | 0.7996 |
326
- | 0.2269 | 36.6667 | 550 | 0.6212 | 0.7025 | 0.6212 | 0.7882 |
327
- | 0.2269 | 36.8 | 552 | 0.6047 | 0.6528 | 0.6047 | 0.7776 |
328
- | 0.2269 | 36.9333 | 554 | 0.6083 | 0.5647 | 0.6083 | 0.7799 |
329
- | 0.2269 | 37.0667 | 556 | 0.6267 | 0.5568 | 0.6267 | 0.7917 |
330
- | 0.2269 | 37.2 | 558 | 0.6263 | 0.5568 | 0.6263 | 0.7914 |
331
- | 0.2269 | 37.3333 | 560 | 0.6019 | 0.6087 | 0.6019 | 0.7758 |
332
- | 0.2269 | 37.4667 | 562 | 0.5902 | 0.6390 | 0.5902 | 0.7682 |
333
- | 0.2269 | 37.6 | 564 | 0.6007 | 0.6982 | 0.6007 | 0.7750 |
334
- | 0.2269 | 37.7333 | 566 | 0.6032 | 0.6815 | 0.6032 | 0.7767 |
335
- | 0.2269 | 37.8667 | 568 | 0.6161 | 0.6732 | 0.6161 | 0.7850 |
336
- | 0.2269 | 38.0 | 570 | 0.6332 | 0.6732 | 0.6332 | 0.7957 |
337
- | 0.2269 | 38.1333 | 572 | 0.6365 | 0.6539 | 0.6365 | 0.7978 |
338
- | 0.2269 | 38.2667 | 574 | 0.6191 | 0.6425 | 0.6191 | 0.7868 |
339
- | 0.2269 | 38.4 | 576 | 0.6043 | 0.6407 | 0.6043 | 0.7774 |
340
- | 0.2269 | 38.5333 | 578 | 0.6014 | 0.5650 | 0.6014 | 0.7755 |
341
- | 0.2269 | 38.6667 | 580 | 0.6046 | 0.5542 | 0.6046 | 0.7776 |
342
- | 0.2269 | 38.8 | 582 | 0.5949 | 0.6078 | 0.5949 | 0.7713 |
343
- | 0.2269 | 38.9333 | 584 | 0.5694 | 0.6407 | 0.5694 | 0.7546 |
344
- | 0.2269 | 39.0667 | 586 | 0.5625 | 0.6288 | 0.5625 | 0.7500 |
345
- | 0.2269 | 39.2 | 588 | 0.5618 | 0.6288 | 0.5618 | 0.7495 |
346
- | 0.2269 | 39.3333 | 590 | 0.5715 | 0.6690 | 0.5715 | 0.7560 |
347
- | 0.2269 | 39.4667 | 592 | 0.5803 | 0.5735 | 0.5803 | 0.7618 |
348
- | 0.2269 | 39.6 | 594 | 0.5932 | 0.5614 | 0.5932 | 0.7702 |
349
- | 0.2269 | 39.7333 | 596 | 0.6170 | 0.5960 | 0.6170 | 0.7855 |
350
- | 0.2269 | 39.8667 | 598 | 0.6413 | 0.6578 | 0.6413 | 0.8008 |
351
- | 0.2269 | 40.0 | 600 | 0.6506 | 0.6167 | 0.6506 | 0.8066 |
352
- | 0.2269 | 40.1333 | 602 | 0.6321 | 0.6396 | 0.6321 | 0.7950 |
353
- | 0.2269 | 40.2667 | 604 | 0.6071 | 0.6664 | 0.6071 | 0.7792 |
354
- | 0.2269 | 40.4 | 606 | 0.5980 | 0.6154 | 0.5980 | 0.7733 |
355
- | 0.2269 | 40.5333 | 608 | 0.6099 | 0.5412 | 0.6099 | 0.7810 |
356
- | 0.2269 | 40.6667 | 610 | 0.6224 | 0.4984 | 0.6224 | 0.7890 |
357
- | 0.2269 | 40.8 | 612 | 0.6254 | 0.5566 | 0.6254 | 0.7908 |
358
- | 0.2269 | 40.9333 | 614 | 0.6308 | 0.5566 | 0.6308 | 0.7943 |
359
- | 0.2269 | 41.0667 | 616 | 0.6287 | 0.5902 | 0.6287 | 0.7929 |
360
- | 0.2269 | 41.2 | 618 | 0.6135 | 0.5428 | 0.6135 | 0.7833 |
361
- | 0.2269 | 41.3333 | 620 | 0.6109 | 0.6065 | 0.6109 | 0.7816 |
362
- | 0.2269 | 41.4667 | 622 | 0.6417 | 0.6539 | 0.6417 | 0.8011 |
363
- | 0.2269 | 41.6 | 624 | 0.6688 | 0.6101 | 0.6688 | 0.8178 |
364
- | 0.2269 | 41.7333 | 626 | 0.6725 | 0.6199 | 0.6725 | 0.8201 |
365
- | 0.2269 | 41.8667 | 628 | 0.6623 | 0.6008 | 0.6623 | 0.8138 |
366
- | 0.2269 | 42.0 | 630 | 0.6558 | 0.6465 | 0.6558 | 0.8098 |
367
- | 0.2269 | 42.1333 | 632 | 0.6563 | 0.6422 | 0.6563 | 0.8101 |
368
- | 0.2269 | 42.2667 | 634 | 0.6683 | 0.6386 | 0.6683 | 0.8175 |
369
- | 0.2269 | 42.4 | 636 | 0.6937 | 0.6567 | 0.6937 | 0.8329 |
370
- | 0.2269 | 42.5333 | 638 | 0.7331 | 0.5561 | 0.7331 | 0.8562 |
371
- | 0.2269 | 42.6667 | 640 | 0.7546 | 0.5447 | 0.7546 | 0.8687 |
372
- | 0.2269 | 42.8 | 642 | 0.7189 | 0.5916 | 0.7189 | 0.8479 |
373
- | 0.2269 | 42.9333 | 644 | 0.6644 | 0.5359 | 0.6644 | 0.8151 |
374
- | 0.2269 | 43.0667 | 646 | 0.6492 | 0.5405 | 0.6492 | 0.8058 |
375
- | 0.2269 | 43.2 | 648 | 0.6520 | 0.5405 | 0.6520 | 0.8075 |
376
- | 0.2269 | 43.3333 | 650 | 0.6468 | 0.5784 | 0.6468 | 0.8042 |
377
- | 0.2269 | 43.4667 | 652 | 0.6336 | 0.6243 | 0.6336 | 0.7960 |
378
- | 0.2269 | 43.6 | 654 | 0.6253 | 0.6219 | 0.6253 | 0.7907 |
379
- | 0.2269 | 43.7333 | 656 | 0.6137 | 0.6219 | 0.6137 | 0.7834 |
380
- | 0.2269 | 43.8667 | 658 | 0.6068 | 0.6219 | 0.6068 | 0.7790 |
381
- | 0.2269 | 44.0 | 660 | 0.6070 | 0.5955 | 0.6070 | 0.7791 |
382
- | 0.2269 | 44.1333 | 662 | 0.6144 | 0.5955 | 0.6144 | 0.7838 |
383
- | 0.2269 | 44.2667 | 664 | 0.6174 | 0.6219 | 0.6174 | 0.7857 |
384
- | 0.2269 | 44.4 | 666 | 0.6276 | 0.5432 | 0.6276 | 0.7922 |
385
- | 0.2269 | 44.5333 | 668 | 0.6305 | 0.5432 | 0.6305 | 0.7940 |
386
- | 0.2269 | 44.6667 | 670 | 0.6371 | 0.5446 | 0.6371 | 0.7982 |
387
- | 0.2269 | 44.8 | 672 | 0.6380 | 0.5329 | 0.6380 | 0.7987 |
388
- | 0.2269 | 44.9333 | 674 | 0.6256 | 0.5555 | 0.6256 | 0.7910 |
389
- | 0.2269 | 45.0667 | 676 | 0.6037 | 0.5669 | 0.6037 | 0.7770 |
390
- | 0.2269 | 45.2 | 678 | 0.5834 | 0.6230 | 0.5834 | 0.7638 |
391
- | 0.2269 | 45.3333 | 680 | 0.5785 | 0.6616 | 0.5785 | 0.7606 |
392
- | 0.2269 | 45.4667 | 682 | 0.5851 | 0.6230 | 0.5851 | 0.7649 |
393
- | 0.2269 | 45.6 | 684 | 0.5958 | 0.5783 | 0.5958 | 0.7719 |
394
- | 0.2269 | 45.7333 | 686 | 0.6037 | 0.5914 | 0.6037 | 0.7769 |
395
- | 0.2269 | 45.8667 | 688 | 0.6131 | 0.6475 | 0.6131 | 0.7830 |
396
- | 0.2269 | 46.0 | 690 | 0.6312 | 0.6051 | 0.6312 | 0.7945 |
397
- | 0.2269 | 46.1333 | 692 | 0.6291 | 0.6415 | 0.6291 | 0.7932 |
398
- | 0.2269 | 46.2667 | 694 | 0.6010 | 0.6787 | 0.6010 | 0.7753 |
399
- | 0.2269 | 46.4 | 696 | 0.5767 | 0.6602 | 0.5767 | 0.7594 |
400
- | 0.2269 | 46.5333 | 698 | 0.5606 | 0.6569 | 0.5606 | 0.7488 |
401
- | 0.2269 | 46.6667 | 700 | 0.5511 | 0.6417 | 0.5511 | 0.7424 |
402
- | 0.2269 | 46.8 | 702 | 0.5475 | 0.6417 | 0.5475 | 0.7400 |
403
- | 0.2269 | 46.9333 | 704 | 0.5568 | 0.6597 | 0.5568 | 0.7462 |
404
- | 0.2269 | 47.0667 | 706 | 0.5612 | 0.6871 | 0.5612 | 0.7492 |
405
- | 0.2269 | 47.2 | 708 | 0.5701 | 0.6871 | 0.5701 | 0.7550 |
406
- | 0.2269 | 47.3333 | 710 | 0.5792 | 0.6871 | 0.5792 | 0.7610 |
407
- | 0.2269 | 47.4667 | 712 | 0.5959 | 0.6518 | 0.5959 | 0.7720 |
408
- | 0.2269 | 47.6 | 714 | 0.6132 | 0.6611 | 0.6132 | 0.7831 |
409
- | 0.2269 | 47.7333 | 716 | 0.6110 | 0.6387 | 0.6110 | 0.7817 |
410
- | 0.2269 | 47.8667 | 718 | 0.6093 | 0.6387 | 0.6093 | 0.7806 |
411
- | 0.2269 | 48.0 | 720 | 0.5937 | 0.6518 | 0.5937 | 0.7705 |
412
- | 0.2269 | 48.1333 | 722 | 0.5750 | 0.6417 | 0.5750 | 0.7583 |
413
- | 0.2269 | 48.2667 | 724 | 0.5711 | 0.6417 | 0.5711 | 0.7557 |
414
- | 0.2269 | 48.4 | 726 | 0.5671 | 0.6417 | 0.5671 | 0.7530 |
415
- | 0.2269 | 48.5333 | 728 | 0.5752 | 0.5771 | 0.5752 | 0.7584 |
416
- | 0.2269 | 48.6667 | 730 | 0.5802 | 0.5771 | 0.5802 | 0.7617 |
417
- | 0.2269 | 48.8 | 732 | 0.5735 | 0.6417 | 0.5735 | 0.7573 |
418
- | 0.2269 | 48.9333 | 734 | 0.5735 | 0.6417 | 0.5735 | 0.7573 |
419
- | 0.2269 | 49.0667 | 736 | 0.5664 | 0.6559 | 0.5664 | 0.7526 |
420
- | 0.2269 | 49.2 | 738 | 0.5639 | 0.6417 | 0.5639 | 0.7509 |
421
- | 0.2269 | 49.3333 | 740 | 0.5706 | 0.6292 | 0.5706 | 0.7554 |
422
- | 0.2269 | 49.4667 | 742 | 0.5841 | 0.5659 | 0.5841 | 0.7643 |
423
- | 0.2269 | 49.6 | 744 | 0.5815 | 0.5428 | 0.5815 | 0.7626 |
424
- | 0.2269 | 49.7333 | 746 | 0.5727 | 0.5983 | 0.5727 | 0.7568 |
425
- | 0.2269 | 49.8667 | 748 | 0.5719 | 0.6871 | 0.5719 | 0.7563 |
426
- | 0.2269 | 50.0 | 750 | 0.5874 | 0.6902 | 0.5874 | 0.7664 |
427
- | 0.2269 | 50.1333 | 752 | 0.6138 | 0.6422 | 0.6138 | 0.7835 |
428
- | 0.2269 | 50.2667 | 754 | 0.6185 | 0.6740 | 0.6185 | 0.7864 |
429
- | 0.2269 | 50.4 | 756 | 0.6126 | 0.6708 | 0.6126 | 0.7827 |
430
- | 0.2269 | 50.5333 | 758 | 0.5888 | 0.7020 | 0.5888 | 0.7673 |
431
- | 0.2269 | 50.6667 | 760 | 0.5700 | 0.6687 | 0.5700 | 0.7550 |
432
- | 0.2269 | 50.8 | 762 | 0.5513 | 0.6933 | 0.5513 | 0.7425 |
433
- | 0.2269 | 50.9333 | 764 | 0.5480 | 0.6528 | 0.5480 | 0.7403 |
434
- | 0.2269 | 51.0667 | 766 | 0.5609 | 0.5977 | 0.5609 | 0.7489 |
435
- | 0.2269 | 51.2 | 768 | 0.5692 | 0.5868 | 0.5692 | 0.7545 |
436
- | 0.2269 | 51.3333 | 770 | 0.5646 | 0.5771 | 0.5646 | 0.7514 |
437
- | 0.2269 | 51.4667 | 772 | 0.5597 | 0.5886 | 0.5597 | 0.7481 |
438
- | 0.2269 | 51.6 | 774 | 0.5629 | 0.5886 | 0.5629 | 0.7502 |
439
- | 0.2269 | 51.7333 | 776 | 0.5779 | 0.6322 | 0.5779 | 0.7602 |
440
- | 0.2269 | 51.8667 | 778 | 0.6018 | 0.6094 | 0.6018 | 0.7757 |
441
- | 0.2269 | 52.0 | 780 | 0.6339 | 0.6539 | 0.6339 | 0.7962 |
442
- | 0.2269 | 52.1333 | 782 | 0.6390 | 0.6539 | 0.6390 | 0.7994 |
443
- | 0.2269 | 52.2667 | 784 | 0.6231 | 0.6539 | 0.6231 | 0.7894 |
444
- | 0.2269 | 52.4 | 786 | 0.5997 | 0.6397 | 0.5997 | 0.7744 |
445
- | 0.2269 | 52.5333 | 788 | 0.5798 | 0.6871 | 0.5798 | 0.7614 |
446
- | 0.2269 | 52.6667 | 790 | 0.5736 | 0.6417 | 0.5736 | 0.7574 |
447
- | 0.2269 | 52.8 | 792 | 0.5772 | 0.6196 | 0.5772 | 0.7597 |
448
- | 0.2269 | 52.9333 | 794 | 0.5874 | 0.6164 | 0.5874 | 0.7664 |
449
- | 0.2269 | 53.0667 | 796 | 0.6009 | 0.6060 | 0.6009 | 0.7752 |
450
- | 0.2269 | 53.2 | 798 | 0.5958 | 0.5977 | 0.5958 | 0.7719 |
451
- | 0.2269 | 53.3333 | 800 | 0.5968 | 0.6307 | 0.5968 | 0.7725 |
452
- | 0.2269 | 53.4667 | 802 | 0.5995 | 0.6307 | 0.5995 | 0.7743 |
453
- | 0.2269 | 53.6 | 804 | 0.6009 | 0.6528 | 0.6009 | 0.7752 |
454
- | 0.2269 | 53.7333 | 806 | 0.6088 | 0.6871 | 0.6088 | 0.7803 |
455
- | 0.2269 | 53.8667 | 808 | 0.6130 | 0.6252 | 0.6130 | 0.7829 |
456
- | 0.2269 | 54.0 | 810 | 0.6054 | 0.6597 | 0.6054 | 0.7781 |
457
- | 0.2269 | 54.1333 | 812 | 0.5964 | 0.6528 | 0.5964 | 0.7723 |
458
- | 0.2269 | 54.2667 | 814 | 0.5987 | 0.6528 | 0.5987 | 0.7738 |
459
- | 0.2269 | 54.4 | 816 | 0.6010 | 0.5983 | 0.6010 | 0.7752 |
460
- | 0.2269 | 54.5333 | 818 | 0.6020 | 0.5771 | 0.6020 | 0.7759 |
461
- | 0.2269 | 54.6667 | 820 | 0.5991 | 0.5886 | 0.5991 | 0.7740 |
462
- | 0.2269 | 54.8 | 822 | 0.5957 | 0.6096 | 0.5957 | 0.7718 |
463
- | 0.2269 | 54.9333 | 824 | 0.5994 | 0.5917 | 0.5994 | 0.7742 |
464
- | 0.2269 | 55.0667 | 826 | 0.6074 | 0.6291 | 0.6074 | 0.7794 |
465
- | 0.2269 | 55.2 | 828 | 0.6205 | 0.6538 | 0.6205 | 0.7877 |
466
- | 0.2269 | 55.3333 | 830 | 0.6198 | 0.6538 | 0.6198 | 0.7873 |
467
- | 0.2269 | 55.4667 | 832 | 0.6113 | 0.6259 | 0.6113 | 0.7818 |
468
- | 0.2269 | 55.6 | 834 | 0.6030 | 0.6291 | 0.6030 | 0.7765 |
469
- | 0.2269 | 55.7333 | 836 | 0.5988 | 0.6252 | 0.5988 | 0.7738 |
470
- | 0.2269 | 55.8667 | 838 | 0.6042 | 0.6518 | 0.6042 | 0.7773 |
471
- | 0.2269 | 56.0 | 840 | 0.6077 | 0.6518 | 0.6077 | 0.7795 |
472
- | 0.2269 | 56.1333 | 842 | 0.6097 | 0.6102 | 0.6097 | 0.7809 |
473
- | 0.2269 | 56.2667 | 844 | 0.6159 | 0.6291 | 0.6159 | 0.7848 |
474
- | 0.2269 | 56.4 | 846 | 0.6124 | 0.6102 | 0.6124 | 0.7826 |
475
- | 0.2269 | 56.5333 | 848 | 0.6053 | 0.6102 | 0.6053 | 0.7780 |
476
- | 0.2269 | 56.6667 | 850 | 0.5911 | 0.6407 | 0.5911 | 0.7688 |
477
- | 0.2269 | 56.8 | 852 | 0.5823 | 0.6076 | 0.5823 | 0.7631 |
478
- | 0.2269 | 56.9333 | 854 | 0.5788 | 0.6076 | 0.5788 | 0.7608 |
479
- | 0.2269 | 57.0667 | 856 | 0.5761 | 0.5966 | 0.5761 | 0.7590 |
480
- | 0.2269 | 57.2 | 858 | 0.5748 | 0.6317 | 0.5748 | 0.7581 |
481
- | 0.2269 | 57.3333 | 860 | 0.5736 | 0.6317 | 0.5736 | 0.7574 |
482
- | 0.2269 | 57.4667 | 862 | 0.5751 | 0.6317 | 0.5751 | 0.7584 |
483
- | 0.2269 | 57.6 | 864 | 0.5814 | 0.6317 | 0.5814 | 0.7625 |
484
- | 0.2269 | 57.7333 | 866 | 0.5950 | 0.5523 | 0.5950 | 0.7713 |
485
- | 0.2269 | 57.8667 | 868 | 0.6081 | 0.5529 | 0.6081 | 0.7798 |
486
- | 0.2269 | 58.0 | 870 | 0.6209 | 0.5631 | 0.6209 | 0.7880 |
487
- | 0.2269 | 58.1333 | 872 | 0.6265 | 0.5631 | 0.6265 | 0.7915 |
488
- | 0.2269 | 58.2667 | 874 | 0.6235 | 0.5960 | 0.6235 | 0.7896 |
489
- | 0.2269 | 58.4 | 876 | 0.6245 | 0.5960 | 0.6245 | 0.7902 |
490
- | 0.2269 | 58.5333 | 878 | 0.6309 | 0.6508 | 0.6309 | 0.7943 |
491
- | 0.2269 | 58.6667 | 880 | 0.6461 | 0.6415 | 0.6461 | 0.8038 |
492
- | 0.2269 | 58.8 | 882 | 0.6496 | 0.6415 | 0.6496 | 0.8059 |
493
- | 0.2269 | 58.9333 | 884 | 0.6481 | 0.6415 | 0.6481 | 0.8050 |
494
- | 0.2269 | 59.0667 | 886 | 0.6432 | 0.5850 | 0.6432 | 0.8020 |
495
- | 0.2269 | 59.2 | 888 | 0.6364 | 0.5640 | 0.6364 | 0.7977 |
496
- | 0.2269 | 59.3333 | 890 | 0.6271 | 0.5644 | 0.6271 | 0.7919 |
497
- | 0.2269 | 59.4667 | 892 | 0.6179 | 0.5542 | 0.6179 | 0.7861 |
498
- | 0.2269 | 59.6 | 894 | 0.6063 | 0.5542 | 0.6063 | 0.7786 |
499
- | 0.2269 | 59.7333 | 896 | 0.5983 | 0.6196 | 0.5983 | 0.7735 |
500
- | 0.2269 | 59.8667 | 898 | 0.5940 | 0.6296 | 0.5940 | 0.7707 |
501
- | 0.2269 | 60.0 | 900 | 0.5975 | 0.6397 | 0.5975 | 0.7729 |
502
- | 0.2269 | 60.1333 | 902 | 0.6085 | 0.6350 | 0.6085 | 0.7801 |
503
- | 0.2269 | 60.2667 | 904 | 0.6054 | 0.6387 | 0.6054 | 0.7781 |
504
- | 0.2269 | 60.4 | 906 | 0.5911 | 0.6286 | 0.5911 | 0.7688 |
505
- | 0.2269 | 60.5333 | 908 | 0.5907 | 0.5943 | 0.5907 | 0.7686 |
506
- | 0.2269 | 60.6667 | 910 | 0.6009 | 0.6407 | 0.6009 | 0.7752 |
507
- | 0.2269 | 60.8 | 912 | 0.6088 | 0.5759 | 0.6088 | 0.7803 |
508
- | 0.2269 | 60.9333 | 914 | 0.6168 | 0.5759 | 0.6168 | 0.7853 |
509
- | 0.2269 | 61.0667 | 916 | 0.6249 | 0.5877 | 0.6249 | 0.7905 |
510
- | 0.2269 | 61.2 | 918 | 0.6302 | 0.6539 | 0.6302 | 0.7939 |
511
- | 0.2269 | 61.3333 | 920 | 0.6340 | 0.6415 | 0.6340 | 0.7962 |
512
- | 0.2269 | 61.4667 | 922 | 0.6499 | 0.6199 | 0.6499 | 0.8061 |
513
- | 0.2269 | 61.6 | 924 | 0.6501 | 0.6199 | 0.6501 | 0.8063 |
514
- | 0.2269 | 61.7333 | 926 | 0.6362 | 0.6415 | 0.6362 | 0.7976 |
515
- | 0.2269 | 61.8667 | 928 | 0.6214 | 0.6539 | 0.6214 | 0.7883 |
516
- | 0.2269 | 62.0 | 930 | 0.6057 | 0.6508 | 0.6057 | 0.7782 |
517
- | 0.2269 | 62.1333 | 932 | 0.5952 | 0.6128 | 0.5952 | 0.7715 |
518
- | 0.2269 | 62.2667 | 934 | 0.5962 | 0.5549 | 0.5962 | 0.7721 |
519
- | 0.2269 | 62.4 | 936 | 0.5944 | 0.5432 | 0.5944 | 0.7710 |
520
- | 0.2269 | 62.5333 | 938 | 0.5964 | 0.5432 | 0.5964 | 0.7723 |
521
- | 0.2269 | 62.6667 | 940 | 0.5926 | 0.5549 | 0.5926 | 0.7698 |
522
- | 0.2269 | 62.8 | 942 | 0.5912 | 0.5549 | 0.5912 | 0.7689 |
523
- | 0.2269 | 62.9333 | 944 | 0.5890 | 0.5874 | 0.5890 | 0.7675 |
524
- | 0.2269 | 63.0667 | 946 | 0.5903 | 0.6673 | 0.5903 | 0.7683 |
525
- | 0.2269 | 63.2 | 948 | 0.5949 | 0.6862 | 0.5949 | 0.7713 |
526
- | 0.2269 | 63.3333 | 950 | 0.5982 | 0.6862 | 0.5982 | 0.7734 |
527
- | 0.2269 | 63.4667 | 952 | 0.5936 | 0.6862 | 0.5936 | 0.7704 |
528
- | 0.2269 | 63.6 | 954 | 0.5955 | 0.6862 | 0.5955 | 0.7717 |
529
- | 0.2269 | 63.7333 | 956 | 0.5932 | 0.6862 | 0.5932 | 0.7702 |
530
- | 0.2269 | 63.8667 | 958 | 0.5874 | 0.6322 | 0.5874 | 0.7664 |
531
- | 0.2269 | 64.0 | 960 | 0.5887 | 0.5771 | 0.5887 | 0.7673 |
532
- | 0.2269 | 64.1333 | 962 | 0.5963 | 0.5783 | 0.5963 | 0.7722 |
533
- | 0.2269 | 64.2667 | 964 | 0.5999 | 0.5669 | 0.5999 | 0.7746 |
534
- | 0.2269 | 64.4 | 966 | 0.5933 | 0.5669 | 0.5933 | 0.7703 |
535
- | 0.2269 | 64.5333 | 968 | 0.5782 | 0.5994 | 0.5782 | 0.7604 |
536
- | 0.2269 | 64.6667 | 970 | 0.5711 | 0.6616 | 0.5711 | 0.7557 |
537
- | 0.2269 | 64.8 | 972 | 0.5737 | 0.6296 | 0.5737 | 0.7574 |
538
- | 0.2269 | 64.9333 | 974 | 0.5780 | 0.6518 | 0.5780 | 0.7602 |
539
- | 0.2269 | 65.0667 | 976 | 0.5818 | 0.6518 | 0.5818 | 0.7628 |
540
- | 0.2269 | 65.2 | 978 | 0.5892 | 0.6518 | 0.5892 | 0.7676 |
541
- | 0.2269 | 65.3333 | 980 | 0.5957 | 0.6518 | 0.5957 | 0.7718 |
542
- | 0.2269 | 65.4667 | 982 | 0.5996 | 0.6518 | 0.5996 | 0.7743 |
543
- | 0.2269 | 65.6 | 984 | 0.5966 | 0.6639 | 0.5966 | 0.7724 |
544
- | 0.2269 | 65.7333 | 986 | 0.5897 | 0.6639 | 0.5897 | 0.7679 |
545
- | 0.2269 | 65.8667 | 988 | 0.5797 | 0.6639 | 0.5797 | 0.7614 |
546
- | 0.2269 | 66.0 | 990 | 0.5687 | 0.6417 | 0.5687 | 0.7541 |
547
- | 0.2269 | 66.1333 | 992 | 0.5621 | 0.6639 | 0.5621 | 0.7498 |
548
- | 0.2269 | 66.2667 | 994 | 0.5547 | 0.6417 | 0.5547 | 0.7448 |
549
- | 0.2269 | 66.4 | 996 | 0.5511 | 0.6417 | 0.5511 | 0.7424 |
550
- | 0.2269 | 66.5333 | 998 | 0.5525 | 0.6616 | 0.5525 | 0.7433 |
551
- | 0.0469 | 66.6667 | 1000 | 0.5576 | 0.6625 | 0.5576 | 0.7467 |
552
- | 0.0469 | 66.8 | 1002 | 0.5598 | 0.6207 | 0.5598 | 0.7482 |
553
- | 0.0469 | 66.9333 | 1004 | 0.5605 | 0.6006 | 0.5605 | 0.7486 |
554
- | 0.0469 | 67.0667 | 1006 | 0.5576 | 0.6006 | 0.5576 | 0.7467 |
555
- | 0.0469 | 67.2 | 1008 | 0.5539 | 0.6196 | 0.5539 | 0.7443 |
556
- | 0.0469 | 67.3333 | 1010 | 0.5561 | 0.6417 | 0.5561 | 0.7457 |
557
 
558
 
559
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_task5_organization
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
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_task5_organization
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:
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+ - Loss: 1.1074
19
+ - Qwk: 0.2560
20
+ - Mse: 1.1074
21
+ - Rmse: 1.0523
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.2222 | 2 | 4.4122 | -0.0313 | 4.4122 | 2.1005 |
53
+ | No log | 0.4444 | 4 | 2.8015 | -0.0278 | 2.8015 | 1.6738 |
54
+ | No log | 0.6667 | 6 | 1.9852 | -0.0015 | 1.9852 | 1.4090 |
55
+ | No log | 0.8889 | 8 | 1.7320 | 0.0893 | 1.7320 | 1.3160 |
56
+ | No log | 1.1111 | 10 | 1.3489 | 0.0303 | 1.3489 | 1.1614 |
57
+ | No log | 1.3333 | 12 | 1.1334 | 0.1379 | 1.1334 | 1.0646 |
58
+ | No log | 1.5556 | 14 | 1.6645 | 0.1670 | 1.6645 | 1.2902 |
59
+ | No log | 1.7778 | 16 | 1.8439 | 0.1740 | 1.8439 | 1.3579 |
60
+ | No log | 2.0 | 18 | 1.1313 | 0.2615 | 1.1313 | 1.0636 |
61
+ | No log | 2.2222 | 20 | 1.0793 | 0.2245 | 1.0793 | 1.0389 |
62
+ | No log | 2.4444 | 22 | 1.5277 | 0.2282 | 1.5277 | 1.2360 |
63
+ | No log | 2.6667 | 24 | 1.9377 | 0.1952 | 1.9377 | 1.3920 |
64
+ | No log | 2.8889 | 26 | 1.8203 | 0.1906 | 1.8203 | 1.3492 |
65
+ | No log | 3.1111 | 28 | 1.2736 | 0.2870 | 1.2736 | 1.1285 |
66
+ | No log | 3.3333 | 30 | 1.3251 | 0.2272 | 1.3251 | 1.1511 |
67
+ | No log | 3.5556 | 32 | 1.6380 | 0.1875 | 1.6380 | 1.2798 |
68
+ | No log | 3.7778 | 34 | 1.2722 | 0.1834 | 1.2722 | 1.1279 |
69
+ | No log | 4.0 | 36 | 1.0168 | 0.2408 | 1.0168 | 1.0084 |
70
+ | No log | 4.2222 | 38 | 1.0453 | 0.3483 | 1.0453 | 1.0224 |
71
+ | No log | 4.4444 | 40 | 1.0912 | 0.3353 | 1.0912 | 1.0446 |
72
+ | No log | 4.6667 | 42 | 1.8355 | 0.2014 | 1.8355 | 1.3548 |
73
+ | No log | 4.8889 | 44 | 3.6049 | 0.0619 | 3.6049 | 1.8986 |
74
+ | No log | 5.1111 | 46 | 3.8017 | 0.0791 | 3.8017 | 1.9498 |
75
+ | No log | 5.3333 | 48 | 2.7165 | 0.0894 | 2.7165 | 1.6482 |
76
+ | No log | 5.5556 | 50 | 1.4415 | 0.2065 | 1.4415 | 1.2006 |
77
+ | No log | 5.7778 | 52 | 1.0373 | 0.3554 | 1.0373 | 1.0185 |
78
+ | No log | 6.0 | 54 | 1.0404 | 0.2980 | 1.0404 | 1.0200 |
79
+ | No log | 6.2222 | 56 | 1.1945 | 0.2322 | 1.1945 | 1.0930 |
80
+ | No log | 6.4444 | 58 | 1.7209 | 0.0959 | 1.7209 | 1.3118 |
81
+ | No log | 6.6667 | 60 | 1.9674 | 0.0951 | 1.9674 | 1.4026 |
82
+ | No log | 6.8889 | 62 | 1.6573 | 0.0976 | 1.6573 | 1.2874 |
83
+ | No log | 7.1111 | 64 | 1.1783 | 0.2092 | 1.1783 | 1.0855 |
84
+ | No log | 7.3333 | 66 | 1.0661 | 0.3571 | 1.0661 | 1.0325 |
85
+ | No log | 7.5556 | 68 | 1.1033 | 0.3541 | 1.1033 | 1.0504 |
86
+ | No log | 7.7778 | 70 | 1.1828 | 0.1740 | 1.1828 | 1.0876 |
87
+ | No log | 8.0 | 72 | 1.4672 | 0.1895 | 1.4672 | 1.2113 |
88
+ | No log | 8.2222 | 74 | 1.6270 | 0.2185 | 1.6270 | 1.2755 |
89
+ | No log | 8.4444 | 76 | 1.5002 | 0.2124 | 1.5002 | 1.2248 |
90
+ | No log | 8.6667 | 78 | 1.2672 | 0.2635 | 1.2672 | 1.1257 |
91
+ | No log | 8.8889 | 80 | 1.0290 | 0.3769 | 1.0290 | 1.0144 |
92
+ | No log | 9.1111 | 82 | 1.0521 | 0.4029 | 1.0521 | 1.0257 |
93
+ | No log | 9.3333 | 84 | 1.0826 | 0.3286 | 1.0826 | 1.0405 |
94
+ | No log | 9.5556 | 86 | 1.1817 | 0.3755 | 1.1817 | 1.0871 |
95
+ | No log | 9.7778 | 88 | 1.2307 | 0.2991 | 1.2307 | 1.1094 |
96
+ | No log | 10.0 | 90 | 1.3444 | 0.3327 | 1.3444 | 1.1595 |
97
+ | No log | 10.2222 | 92 | 1.3669 | 0.2508 | 1.3669 | 1.1692 |
98
+ | No log | 10.4444 | 94 | 1.1297 | 0.3694 | 1.1297 | 1.0629 |
99
+ | No log | 10.6667 | 96 | 0.9890 | 0.4191 | 0.9890 | 0.9945 |
100
+ | No log | 10.8889 | 98 | 0.9526 | 0.2829 | 0.9526 | 0.9760 |
101
+ | No log | 11.1111 | 100 | 0.9743 | 0.3958 | 0.9743 | 0.9871 |
102
+ | No log | 11.3333 | 102 | 1.2165 | 0.3138 | 1.2165 | 1.1029 |
103
+ | No log | 11.5556 | 104 | 1.4038 | 0.2742 | 1.4038 | 1.1848 |
104
+ | No log | 11.7778 | 106 | 1.2767 | 0.2989 | 1.2767 | 1.1299 |
105
+ | No log | 12.0 | 108 | 1.0661 | 0.3819 | 1.0661 | 1.0325 |
106
+ | No log | 12.2222 | 110 | 1.0328 | 0.4017 | 1.0328 | 1.0163 |
107
+ | No log | 12.4444 | 112 | 1.1198 | 0.3978 | 1.1198 | 1.0582 |
108
+ | No log | 12.6667 | 114 | 1.4418 | 0.2775 | 1.4418 | 1.2008 |
109
+ | No log | 12.8889 | 116 | 1.6560 | 0.2161 | 1.6560 | 1.2868 |
110
+ | No log | 13.1111 | 118 | 1.4723 | 0.2741 | 1.4723 | 1.2134 |
111
+ | No log | 13.3333 | 120 | 1.1676 | 0.3882 | 1.1676 | 1.0806 |
112
+ | No log | 13.5556 | 122 | 0.9956 | 0.4017 | 0.9956 | 0.9978 |
113
+ | No log | 13.7778 | 124 | 0.9878 | 0.4142 | 0.9878 | 0.9939 |
114
+ | No log | 14.0 | 126 | 1.1289 | 0.4258 | 1.1289 | 1.0625 |
115
+ | No log | 14.2222 | 128 | 1.5379 | 0.2436 | 1.5379 | 1.2401 |
116
+ | No log | 14.4444 | 130 | 1.7143 | 0.2566 | 1.7143 | 1.3093 |
117
+ | No log | 14.6667 | 132 | 1.4481 | 0.1979 | 1.4481 | 1.2034 |
118
+ | No log | 14.8889 | 134 | 1.0912 | 0.4105 | 1.0912 | 1.0446 |
119
+ | No log | 15.1111 | 136 | 1.0790 | 0.3756 | 1.0790 | 1.0388 |
120
+ | No log | 15.3333 | 138 | 1.0820 | 0.3756 | 1.0820 | 1.0402 |
121
+ | No log | 15.5556 | 140 | 1.1100 | 0.4316 | 1.1100 | 1.0536 |
122
+ | No log | 15.7778 | 142 | 1.3553 | 0.2475 | 1.3553 | 1.1642 |
123
+ | No log | 16.0 | 144 | 1.7795 | 0.2109 | 1.7795 | 1.3340 |
124
+ | No log | 16.2222 | 146 | 1.8806 | 0.2200 | 1.8806 | 1.3713 |
125
+ | No log | 16.4444 | 148 | 1.6035 | 0.2151 | 1.6035 | 1.2663 |
126
+ | No log | 16.6667 | 150 | 1.2096 | 0.3185 | 1.2096 | 1.0998 |
127
+ | No log | 16.8889 | 152 | 1.0681 | 0.3210 | 1.0681 | 1.0335 |
128
+ | No log | 17.1111 | 154 | 1.0115 | 0.2829 | 1.0115 | 1.0057 |
129
+ | No log | 17.3333 | 156 | 1.0342 | 0.3363 | 1.0342 | 1.0170 |
130
+ | No log | 17.5556 | 158 | 1.2239 | 0.2526 | 1.2239 | 1.1063 |
131
+ | No log | 17.7778 | 160 | 1.5260 | 0.2308 | 1.5260 | 1.2353 |
132
+ | No log | 18.0 | 162 | 1.5713 | 0.2308 | 1.5713 | 1.2535 |
133
+ | No log | 18.2222 | 164 | 1.3104 | 0.2726 | 1.3104 | 1.1447 |
134
+ | No log | 18.4444 | 166 | 1.0651 | 0.3157 | 1.0651 | 1.0320 |
135
+ | No log | 18.6667 | 168 | 1.0351 | 0.3762 | 1.0351 | 1.0174 |
136
+ | No log | 18.8889 | 170 | 1.1097 | 0.3377 | 1.1097 | 1.0534 |
137
+ | No log | 19.1111 | 172 | 1.3743 | 0.2558 | 1.3743 | 1.1723 |
138
+ | No log | 19.3333 | 174 | 1.5855 | 0.2772 | 1.5855 | 1.2592 |
139
+ | No log | 19.5556 | 176 | 1.4831 | 0.2806 | 1.4831 | 1.2178 |
140
+ | No log | 19.7778 | 178 | 1.2429 | 0.2810 | 1.2429 | 1.1149 |
141
+ | No log | 20.0 | 180 | 1.0386 | 0.4331 | 1.0386 | 1.0191 |
142
+ | No log | 20.2222 | 182 | 0.9978 | 0.4170 | 0.9978 | 0.9989 |
143
+ | No log | 20.4444 | 184 | 1.0243 | 0.4536 | 1.0243 | 1.0121 |
144
+ | No log | 20.6667 | 186 | 1.1281 | 0.4130 | 1.1281 | 1.0621 |
145
+ | No log | 20.8889 | 188 | 1.3046 | 0.2910 | 1.3046 | 1.1422 |
146
+ | No log | 21.1111 | 190 | 1.2954 | 0.3050 | 1.2954 | 1.1381 |
147
+ | No log | 21.3333 | 192 | 1.1438 | 0.3311 | 1.1438 | 1.0695 |
148
+ | No log | 21.5556 | 194 | 1.0555 | 0.4657 | 1.0555 | 1.0274 |
149
+ | No log | 21.7778 | 196 | 1.0376 | 0.4021 | 1.0376 | 1.0186 |
150
+ | No log | 22.0 | 198 | 1.0219 | 0.3665 | 1.0219 | 1.0109 |
151
+ | No log | 22.2222 | 200 | 1.0597 | 0.4087 | 1.0597 | 1.0294 |
152
+ | No log | 22.4444 | 202 | 1.1564 | 0.2612 | 1.1564 | 1.0753 |
153
+ | No log | 22.6667 | 204 | 1.1597 | 0.3452 | 1.1597 | 1.0769 |
154
+ | No log | 22.8889 | 206 | 1.0933 | 0.3273 | 1.0933 | 1.0456 |
155
+ | No log | 23.1111 | 208 | 1.0568 | 0.3958 | 1.0568 | 1.0280 |
156
+ | No log | 23.3333 | 210 | 1.0536 | 0.3566 | 1.0536 | 1.0265 |
157
+ | No log | 23.5556 | 212 | 1.0728 | 0.3082 | 1.0728 | 1.0358 |
158
+ | No log | 23.7778 | 214 | 1.0625 | 0.2643 | 1.0625 | 1.0308 |
159
+ | No log | 24.0 | 216 | 1.0763 | 0.2478 | 1.0763 | 1.0374 |
160
+ | No log | 24.2222 | 218 | 1.1608 | 0.2017 | 1.1608 | 1.0774 |
161
+ | No log | 24.4444 | 220 | 1.2303 | 0.1272 | 1.2303 | 1.1092 |
162
+ | No log | 24.6667 | 222 | 1.1962 | 0.1856 | 1.1962 | 1.0937 |
163
+ | No log | 24.8889 | 224 | 1.1370 | 0.2327 | 1.1370 | 1.0663 |
164
+ | No log | 25.1111 | 226 | 1.1668 | 0.2324 | 1.1668 | 1.0802 |
165
+ | No log | 25.3333 | 228 | 1.2803 | 0.2272 | 1.2803 | 1.1315 |
166
+ | No log | 25.5556 | 230 | 1.4786 | 0.1941 | 1.4786 | 1.2160 |
167
+ | No log | 25.7778 | 232 | 1.4491 | 0.2504 | 1.4491 | 1.2038 |
168
+ | No log | 26.0 | 234 | 1.4290 | 0.2447 | 1.4290 | 1.1954 |
169
+ | No log | 26.2222 | 236 | 1.2352 | 0.1970 | 1.2352 | 1.1114 |
170
+ | No log | 26.4444 | 238 | 1.0467 | 0.3566 | 1.0467 | 1.0231 |
171
+ | No log | 26.6667 | 240 | 0.9987 | 0.4109 | 0.9987 | 0.9993 |
172
+ | No log | 26.8889 | 242 | 0.9909 | 0.4208 | 0.9909 | 0.9954 |
173
+ | No log | 27.1111 | 244 | 0.9928 | 0.3968 | 0.9928 | 0.9964 |
174
+ | No log | 27.3333 | 246 | 1.0812 | 0.1895 | 1.0812 | 1.0398 |
175
+ | No log | 27.5556 | 248 | 1.2315 | 0.2418 | 1.2315 | 1.1097 |
176
+ | No log | 27.7778 | 250 | 1.2941 | 0.25 | 1.2941 | 1.1376 |
177
+ | No log | 28.0 | 252 | 1.2007 | 0.2349 | 1.2007 | 1.0957 |
178
+ | No log | 28.2222 | 254 | 1.0608 | 0.2339 | 1.0608 | 1.0300 |
179
+ | No log | 28.4444 | 256 | 0.9898 | 0.3160 | 0.9898 | 0.9949 |
180
+ | No log | 28.6667 | 258 | 0.9655 | 0.3160 | 0.9655 | 0.9826 |
181
+ | No log | 28.8889 | 260 | 0.9849 | 0.3320 | 0.9849 | 0.9924 |
182
+ | No log | 29.1111 | 262 | 1.0347 | 0.1968 | 1.0347 | 1.0172 |
183
+ | No log | 29.3333 | 264 | 1.1588 | 0.2132 | 1.1588 | 1.0765 |
184
+ | No log | 29.5556 | 266 | 1.3802 | 0.2029 | 1.3802 | 1.1748 |
185
+ | No log | 29.7778 | 268 | 1.4107 | 0.2124 | 1.4107 | 1.1877 |
186
+ | No log | 30.0 | 270 | 1.3014 | 0.1949 | 1.3014 | 1.1408 |
187
+ | No log | 30.2222 | 272 | 1.1822 | 0.2261 | 1.1822 | 1.0873 |
188
+ | No log | 30.4444 | 274 | 1.0788 | 0.3817 | 1.0788 | 1.0386 |
189
+ | No log | 30.6667 | 276 | 1.0569 | 0.3651 | 1.0569 | 1.0281 |
190
+ | No log | 30.8889 | 278 | 1.0754 | 0.3669 | 1.0754 | 1.0370 |
191
+ | No log | 31.1111 | 280 | 1.1147 | 0.2668 | 1.1147 | 1.0558 |
192
+ | No log | 31.3333 | 282 | 1.1562 | 0.2934 | 1.1562 | 1.0753 |
193
+ | No log | 31.5556 | 284 | 1.1315 | 0.2689 | 1.1315 | 1.0637 |
194
+ | No log | 31.7778 | 286 | 1.1086 | 0.2689 | 1.1086 | 1.0529 |
195
+ | No log | 32.0 | 288 | 1.0781 | 0.3121 | 1.0781 | 1.0383 |
196
+ | No log | 32.2222 | 290 | 1.0911 | 0.3141 | 1.0911 | 1.0446 |
197
+ | No log | 32.4444 | 292 | 1.1473 | 0.2690 | 1.1473 | 1.0711 |
198
+ | No log | 32.6667 | 294 | 1.1911 | 0.2282 | 1.1911 | 1.0914 |
199
+ | No log | 32.8889 | 296 | 1.2820 | 0.1489 | 1.2820 | 1.1322 |
200
+ | No log | 33.1111 | 298 | 1.2181 | 0.1991 | 1.2181 | 1.1037 |
201
+ | No log | 33.3333 | 300 | 1.0974 | 0.3016 | 1.0974 | 1.0476 |
202
+ | No log | 33.5556 | 302 | 1.0763 | 0.4 | 1.0763 | 1.0374 |
203
+ | No log | 33.7778 | 304 | 1.1058 | 0.3397 | 1.1058 | 1.0516 |
204
+ | No log | 34.0 | 306 | 1.1233 | 0.3397 | 1.1233 | 1.0599 |
205
+ | No log | 34.2222 | 308 | 1.1738 | 0.1713 | 1.1738 | 1.0834 |
206
+ | No log | 34.4444 | 310 | 1.2149 | 0.1852 | 1.2149 | 1.1022 |
207
+ | No log | 34.6667 | 312 | 1.2030 | 0.1852 | 1.2030 | 1.0968 |
208
+ | No log | 34.8889 | 314 | 1.2061 | 0.1852 | 1.2061 | 1.0982 |
209
+ | No log | 35.1111 | 316 | 1.1438 | 0.2065 | 1.1438 | 1.0695 |
210
+ | No log | 35.3333 | 318 | 1.0830 | 0.3495 | 1.0830 | 1.0407 |
211
+ | No log | 35.5556 | 320 | 1.0738 | 0.3609 | 1.0738 | 1.0363 |
212
+ | No log | 35.7778 | 322 | 1.1140 | 0.3646 | 1.1140 | 1.0555 |
213
+ | No log | 36.0 | 324 | 1.2026 | 0.1751 | 1.2026 | 1.0967 |
214
+ | No log | 36.2222 | 326 | 1.4003 | 0.1608 | 1.4003 | 1.1833 |
215
+ | No log | 36.4444 | 328 | 1.5303 | 0.2249 | 1.5303 | 1.2371 |
216
+ | No log | 36.6667 | 330 | 1.4255 | 0.1683 | 1.4255 | 1.1939 |
217
+ | No log | 36.8889 | 332 | 1.2661 | 0.1777 | 1.2661 | 1.1252 |
218
+ | No log | 37.1111 | 334 | 1.2112 | 0.2164 | 1.2112 | 1.1006 |
219
+ | No log | 37.3333 | 336 | 1.1780 | 0.2040 | 1.1780 | 1.0853 |
220
+ | No log | 37.5556 | 338 | 1.1597 | 0.1783 | 1.1597 | 1.0769 |
221
+ | No log | 37.7778 | 340 | 1.1704 | 0.1485 | 1.1704 | 1.0819 |
222
+ | No log | 38.0 | 342 | 1.2019 | 0.1992 | 1.2019 | 1.0963 |
223
+ | No log | 38.2222 | 344 | 1.1883 | 0.1751 | 1.1883 | 1.0901 |
224
+ | No log | 38.4444 | 346 | 1.1623 | 0.2611 | 1.1623 | 1.0781 |
225
+ | No log | 38.6667 | 348 | 1.1676 | 0.3243 | 1.1676 | 1.0806 |
226
+ | No log | 38.8889 | 350 | 1.1435 | 0.3365 | 1.1435 | 1.0694 |
227
+ | No log | 39.1111 | 352 | 1.1275 | 0.3625 | 1.1275 | 1.0618 |
228
+ | No log | 39.3333 | 354 | 1.1069 | 0.3625 | 1.1069 | 1.0521 |
229
+ | No log | 39.5556 | 356 | 1.1370 | 0.3620 | 1.1370 | 1.0663 |
230
+ | No log | 39.7778 | 358 | 1.1498 | 0.3163 | 1.1498 | 1.0723 |
231
+ | No log | 40.0 | 360 | 1.1644 | 0.2635 | 1.1644 | 1.0791 |
232
+ | No log | 40.2222 | 362 | 1.1847 | 0.2112 | 1.1847 | 1.0884 |
233
+ | No log | 40.4444 | 364 | 1.1644 | 0.2187 | 1.1644 | 1.0791 |
234
+ | No log | 40.6667 | 366 | 1.1614 | 0.1913 | 1.1614 | 1.0777 |
235
+ | No log | 40.8889 | 368 | 1.1566 | 0.2673 | 1.1566 | 1.0755 |
236
+ | No log | 41.1111 | 370 | 1.1793 | 0.2229 | 1.1793 | 1.0860 |
237
+ | No log | 41.3333 | 372 | 1.2168 | 0.2082 | 1.2168 | 1.1031 |
238
+ | No log | 41.5556 | 374 | 1.2828 | 0.2915 | 1.2828 | 1.1326 |
239
+ | No log | 41.7778 | 376 | 1.3295 | 0.2915 | 1.3295 | 1.1531 |
240
+ | No log | 42.0 | 378 | 1.3627 | 0.2143 | 1.3627 | 1.1673 |
241
+ | No log | 42.2222 | 380 | 1.3859 | 0.2143 | 1.3859 | 1.1772 |
242
+ | No log | 42.4444 | 382 | 1.3549 | 0.2638 | 1.3549 | 1.1640 |
243
+ | No log | 42.6667 | 384 | 1.3435 | 0.2393 | 1.3435 | 1.1591 |
244
+ | No log | 42.8889 | 386 | 1.3190 | 0.2067 | 1.3190 | 1.1485 |
245
+ | No log | 43.1111 | 388 | 1.2541 | 0.1913 | 1.2541 | 1.1199 |
246
+ | No log | 43.3333 | 390 | 1.1946 | 0.1995 | 1.1946 | 1.0930 |
247
+ | No log | 43.5556 | 392 | 1.1782 | 0.1995 | 1.1782 | 1.0855 |
248
+ | No log | 43.7778 | 394 | 1.1914 | 0.2673 | 1.1914 | 1.0915 |
249
+ | No log | 44.0 | 396 | 1.1884 | 0.2673 | 1.1884 | 1.0901 |
250
+ | No log | 44.2222 | 398 | 1.1843 | 0.2552 | 1.1843 | 1.0883 |
251
+ | No log | 44.4444 | 400 | 1.1581 | 0.2268 | 1.1581 | 1.0762 |
252
+ | No log | 44.6667 | 402 | 1.1367 | 0.3275 | 1.1367 | 1.0662 |
253
+ | No log | 44.8889 | 404 | 1.1302 | 0.3466 | 1.1302 | 1.0631 |
254
+ | No log | 45.1111 | 406 | 1.1211 | 0.3466 | 1.1211 | 1.0588 |
255
+ | No log | 45.3333 | 408 | 1.1224 | 0.3167 | 1.1224 | 1.0595 |
256
+ | No log | 45.5556 | 410 | 1.1747 | 0.2333 | 1.1747 | 1.0839 |
257
+ | No log | 45.7778 | 412 | 1.2462 | 0.1274 | 1.2462 | 1.1163 |
258
+ | No log | 46.0 | 414 | 1.3189 | 0.1625 | 1.3189 | 1.1484 |
259
+ | No log | 46.2222 | 416 | 1.3086 | 0.1522 | 1.3086 | 1.1439 |
260
+ | No log | 46.4444 | 418 | 1.2999 | 0.1522 | 1.2999 | 1.1401 |
261
+ | No log | 46.6667 | 420 | 1.2542 | 0.1298 | 1.2542 | 1.1199 |
262
+ | No log | 46.8889 | 422 | 1.1917 | 0.2322 | 1.1917 | 1.0917 |
263
+ | No log | 47.1111 | 424 | 1.1350 | 0.3136 | 1.1350 | 1.0654 |
264
+ | No log | 47.3333 | 426 | 1.1547 | 0.2322 | 1.1547 | 1.0746 |
265
+ | No log | 47.5556 | 428 | 1.1894 | 0.1935 | 1.1894 | 1.0906 |
266
+ | No log | 47.7778 | 430 | 1.1644 | 0.2322 | 1.1644 | 1.0791 |
267
+ | No log | 48.0 | 432 | 1.1758 | 0.2592 | 1.1758 | 1.0844 |
268
+ | No log | 48.2222 | 434 | 1.1454 | 0.3459 | 1.1454 | 1.0702 |
269
+ | No log | 48.4444 | 436 | 1.1217 | 0.3339 | 1.1217 | 1.0591 |
270
+ | No log | 48.6667 | 438 | 1.1197 | 0.3311 | 1.1197 | 1.0582 |
271
+ | No log | 48.8889 | 440 | 1.1273 | 0.3433 | 1.1273 | 1.0618 |
272
+ | No log | 49.1111 | 442 | 1.1335 | 0.2904 | 1.1335 | 1.0647 |
273
+ | No log | 49.3333 | 444 | 1.1042 | 0.2904 | 1.1042 | 1.0508 |
274
+ | No log | 49.5556 | 446 | 1.1101 | 0.3049 | 1.1101 | 1.0536 |
275
+ | No log | 49.7778 | 448 | 1.1397 | 0.3433 | 1.1397 | 1.0676 |
276
+ | No log | 50.0 | 450 | 1.1800 | 0.2560 | 1.1800 | 1.0863 |
277
+ | No log | 50.2222 | 452 | 1.2102 | 0.2560 | 1.2102 | 1.1001 |
278
+ | No log | 50.4444 | 454 | 1.2156 | 0.1981 | 1.2156 | 1.1025 |
279
+ | No log | 50.6667 | 456 | 1.2068 | 0.2560 | 1.2068 | 1.0986 |
280
+ | No log | 50.8889 | 458 | 1.2316 | 0.1981 | 1.2316 | 1.1098 |
281
+ | No log | 51.1111 | 460 | 1.2683 | 0.1773 | 1.2683 | 1.1262 |
282
+ | No log | 51.3333 | 462 | 1.2613 | 0.2311 | 1.2613 | 1.1231 |
283
+ | No log | 51.5556 | 464 | 1.2835 | 0.2379 | 1.2835 | 1.1329 |
284
+ | No log | 51.7778 | 466 | 1.3436 | 0.2272 | 1.3436 | 1.1592 |
285
+ | No log | 52.0 | 468 | 1.3441 | 0.2002 | 1.3441 | 1.1593 |
286
+ | No log | 52.2222 | 470 | 1.3707 | 0.1981 | 1.3707 | 1.1708 |
287
+ | No log | 52.4444 | 472 | 1.3478 | 0.2002 | 1.3478 | 1.1610 |
288
+ | No log | 52.6667 | 474 | 1.3463 | 0.2002 | 1.3463 | 1.1603 |
289
+ | No log | 52.8889 | 476 | 1.3506 | 0.1909 | 1.3506 | 1.1621 |
290
+ | No log | 53.1111 | 478 | 1.3483 | 0.1909 | 1.3483 | 1.1612 |
291
+ | No log | 53.3333 | 480 | 1.3074 | 0.2044 | 1.3074 | 1.1434 |
292
+ | No log | 53.5556 | 482 | 1.2110 | 0.1809 | 1.2110 | 1.1004 |
293
+ | No log | 53.7778 | 484 | 1.1380 | 0.3262 | 1.1380 | 1.0668 |
294
+ | No log | 54.0 | 486 | 1.1028 | 0.3430 | 1.1028 | 1.0501 |
295
+ | No log | 54.2222 | 488 | 1.0993 | 0.3559 | 1.0993 | 1.0485 |
296
+ | No log | 54.4444 | 490 | 1.1097 | 0.3121 | 1.1097 | 1.0534 |
297
+ | No log | 54.6667 | 492 | 1.1479 | 0.2560 | 1.1479 | 1.0714 |
298
+ | No log | 54.8889 | 494 | 1.1853 | 0.1981 | 1.1853 | 1.0887 |
299
+ | No log | 55.1111 | 496 | 1.2371 | 0.1816 | 1.2371 | 1.1122 |
300
+ | No log | 55.3333 | 498 | 1.2086 | 0.2281 | 1.2086 | 1.0994 |
301
+ | 0.2281 | 55.5556 | 500 | 1.1348 | 0.3299 | 1.1348 | 1.0653 |
302
+ | 0.2281 | 55.7778 | 502 | 1.0738 | 0.3102 | 1.0738 | 1.0362 |
303
+ | 0.2281 | 56.0 | 504 | 1.0461 | 0.3559 | 1.0461 | 1.0228 |
304
+ | 0.2281 | 56.2222 | 506 | 1.0173 | 0.3891 | 1.0173 | 1.0086 |
305
+ | 0.2281 | 56.4444 | 508 | 1.0136 | 0.4002 | 1.0136 | 1.0068 |
306
+ | 0.2281 | 56.6667 | 510 | 1.0279 | 0.3759 | 1.0279 | 1.0139 |
307
+ | 0.2281 | 56.8889 | 512 | 1.0722 | 0.3102 | 1.0722 | 1.0355 |
308
+ | 0.2281 | 57.1111 | 514 | 1.1166 | 0.2668 | 1.1166 | 1.0567 |
309
+ | 0.2281 | 57.3333 | 516 | 1.1160 | 0.2560 | 1.1160 | 1.0564 |
310
+ | 0.2281 | 57.5556 | 518 | 1.1113 | 0.2560 | 1.1113 | 1.0542 |
311
+ | 0.2281 | 57.7778 | 520 | 1.1074 | 0.2560 | 1.1074 | 1.0523 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
312
 
313
 
314
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