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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k10_task7_organization

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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: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k9_task7_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k9_task7_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: 0.4898
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- - Qwk: 0.5317
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- - Mse: 0.4898
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- - Rmse: 0.6998
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  ## Model description
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@@ -47,263 +47,550 @@ 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 | 0.0444 | 2 | 2.4974 | 0.0052 | 2.4974 | 1.5803 |
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- | No log | 0.0889 | 4 | 1.1075 | 0.1262 | 1.1075 | 1.0524 |
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- | No log | 0.1333 | 6 | 0.7284 | 0.0937 | 0.7284 | 0.8535 |
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- | No log | 0.1778 | 8 | 0.7190 | 0.3127 | 0.7190 | 0.8480 |
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- | No log | 0.2222 | 10 | 0.6075 | 0.3494 | 0.6075 | 0.7794 |
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- | No log | 0.2667 | 12 | 0.6213 | 0.3435 | 0.6213 | 0.7882 |
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- | No log | 0.3111 | 14 | 0.6089 | 0.3746 | 0.6089 | 0.7803 |
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- | No log | 0.3556 | 16 | 0.5116 | 0.4494 | 0.5116 | 0.7153 |
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- | No log | 0.4 | 18 | 0.5053 | 0.5608 | 0.5053 | 0.7109 |
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- | No log | 0.4444 | 20 | 0.6118 | 0.5262 | 0.6118 | 0.7822 |
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- | No log | 0.4889 | 22 | 0.4658 | 0.5591 | 0.4658 | 0.6825 |
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- | No log | 0.5333 | 24 | 0.4505 | 0.5665 | 0.4505 | 0.6712 |
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- | No log | 0.5778 | 26 | 0.4671 | 0.5918 | 0.4671 | 0.6835 |
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- | No log | 0.6222 | 28 | 0.6404 | 0.4939 | 0.6404 | 0.8003 |
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- | No log | 0.6667 | 30 | 0.6649 | 0.5146 | 0.6649 | 0.8154 |
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- | No log | 0.7111 | 32 | 0.5097 | 0.5471 | 0.5097 | 0.7139 |
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- | No log | 0.7556 | 34 | 0.4552 | 0.6434 | 0.4552 | 0.6746 |
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- | No log | 0.8 | 36 | 0.4397 | 0.6753 | 0.4397 | 0.6631 |
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- | No log | 0.8444 | 38 | 0.5269 | 0.5298 | 0.5269 | 0.7259 |
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- | No log | 0.8889 | 40 | 0.4855 | 0.5826 | 0.4855 | 0.6967 |
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- | No log | 0.9333 | 42 | 0.4002 | 0.6229 | 0.4002 | 0.6326 |
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- | No log | 0.9778 | 44 | 0.3879 | 0.6321 | 0.3879 | 0.6228 |
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- | No log | 1.0222 | 46 | 0.5969 | 0.5069 | 0.5969 | 0.7726 |
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- | No log | 1.0667 | 48 | 0.9484 | 0.3567 | 0.9484 | 0.9738 |
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- | No log | 1.1111 | 50 | 0.7802 | 0.4447 | 0.7802 | 0.8833 |
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- | No log | 1.1556 | 52 | 0.4355 | 0.6688 | 0.4355 | 0.6599 |
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- | No log | 1.2 | 54 | 0.4170 | 0.6730 | 0.4170 | 0.6458 |
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- | No log | 1.2444 | 56 | 0.4512 | 0.6411 | 0.4512 | 0.6717 |
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- | No log | 1.2889 | 58 | 0.6627 | 0.5706 | 0.6627 | 0.8141 |
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- | No log | 1.3333 | 60 | 0.6207 | 0.5575 | 0.6207 | 0.7878 |
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- | No log | 1.3778 | 62 | 0.4879 | 0.5736 | 0.4879 | 0.6985 |
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- | No log | 1.4222 | 64 | 0.5329 | 0.6404 | 0.5329 | 0.7300 |
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- | No log | 1.4667 | 66 | 0.6318 | 0.5815 | 0.6318 | 0.7949 |
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- | No log | 1.5111 | 68 | 0.5628 | 0.5915 | 0.5628 | 0.7502 |
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- | No log | 1.5556 | 70 | 0.4320 | 0.6966 | 0.4320 | 0.6572 |
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- | No log | 1.6 | 72 | 0.5460 | 0.6074 | 0.5460 | 0.7389 |
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- | No log | 1.6444 | 74 | 0.7077 | 0.5706 | 0.7077 | 0.8412 |
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- | No log | 1.6889 | 76 | 0.6660 | 0.5961 | 0.6660 | 0.8161 |
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- | No log | 1.7333 | 78 | 0.4722 | 0.5970 | 0.4722 | 0.6872 |
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- | No log | 1.7778 | 80 | 0.5050 | 0.6241 | 0.5050 | 0.7107 |
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- | No log | 1.8222 | 82 | 0.8333 | 0.5903 | 0.8333 | 0.9128 |
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- | No log | 1.8667 | 84 | 0.7741 | 0.6277 | 0.7741 | 0.8798 |
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- | No log | 1.9111 | 86 | 0.5412 | 0.6945 | 0.5412 | 0.7357 |
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- | No log | 1.9556 | 88 | 0.7361 | 0.4799 | 0.7361 | 0.8579 |
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- | No log | 2.0 | 90 | 0.8419 | 0.4764 | 0.8419 | 0.9175 |
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- | No log | 2.0444 | 92 | 0.6971 | 0.5281 | 0.6971 | 0.8349 |
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- | No log | 2.0889 | 94 | 0.4814 | 0.6526 | 0.4814 | 0.6939 |
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- | No log | 2.1333 | 96 | 0.4238 | 0.6360 | 0.4238 | 0.6510 |
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- | No log | 2.1778 | 98 | 0.4133 | 0.6243 | 0.4133 | 0.6429 |
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- | No log | 2.2222 | 100 | 0.4907 | 0.5171 | 0.4907 | 0.7005 |
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- | No log | 2.2667 | 102 | 0.6141 | 0.5021 | 0.6141 | 0.7836 |
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- | No log | 2.3111 | 104 | 0.5432 | 0.5051 | 0.5432 | 0.7370 |
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- | No log | 2.3556 | 106 | 0.4234 | 0.6168 | 0.4234 | 0.6507 |
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- | No log | 2.4 | 108 | 0.4352 | 0.6434 | 0.4352 | 0.6597 |
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- | No log | 2.4444 | 110 | 0.4704 | 0.6675 | 0.4704 | 0.6858 |
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- | No log | 2.4889 | 112 | 0.4255 | 0.6648 | 0.4255 | 0.6523 |
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- | No log | 2.5333 | 114 | 0.4688 | 0.6623 | 0.4688 | 0.6847 |
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- | No log | 2.5778 | 116 | 0.6119 | 0.5281 | 0.6119 | 0.7822 |
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- | No log | 2.6222 | 118 | 0.8301 | 0.4729 | 0.8301 | 0.9111 |
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- | No log | 2.6667 | 120 | 0.8707 | 0.4779 | 0.8707 | 0.9331 |
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- | No log | 2.7111 | 122 | 0.6363 | 0.5504 | 0.6363 | 0.7977 |
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- | No log | 2.7556 | 124 | 0.4202 | 0.5010 | 0.4202 | 0.6482 |
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- | No log | 2.8 | 126 | 0.4763 | 0.5622 | 0.4763 | 0.6902 |
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- | No log | 2.8444 | 128 | 0.5255 | 0.5678 | 0.5255 | 0.7249 |
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- | No log | 2.8889 | 130 | 0.4253 | 0.7122 | 0.4253 | 0.6521 |
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- | No log | 2.9333 | 132 | 0.4505 | 0.6677 | 0.4505 | 0.6712 |
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- | No log | 2.9778 | 134 | 0.4719 | 0.6368 | 0.4719 | 0.6869 |
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- | No log | 3.0222 | 136 | 0.4196 | 0.6222 | 0.4196 | 0.6478 |
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- | No log | 3.0667 | 138 | 0.4544 | 0.5978 | 0.4544 | 0.6741 |
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- | No log | 3.1111 | 140 | 0.5003 | 0.5774 | 0.5003 | 0.7073 |
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- | No log | 3.1556 | 142 | 0.4476 | 0.6309 | 0.4476 | 0.6690 |
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- | No log | 3.2 | 144 | 0.4193 | 0.6229 | 0.4193 | 0.6475 |
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- | No log | 3.2444 | 146 | 0.4255 | 0.5782 | 0.4255 | 0.6523 |
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- | No log | 3.2889 | 148 | 0.4171 | 0.5782 | 0.4171 | 0.6459 |
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- | No log | 3.3333 | 150 | 0.4572 | 0.6118 | 0.4572 | 0.6762 |
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- | No log | 3.3778 | 152 | 0.4716 | 0.5802 | 0.4716 | 0.6867 |
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- | No log | 3.4222 | 154 | 0.4086 | 0.5681 | 0.4086 | 0.6392 |
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- | No log | 3.4667 | 156 | 0.4258 | 0.5571 | 0.4258 | 0.6525 |
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- | No log | 3.5111 | 158 | 0.4813 | 0.5869 | 0.4813 | 0.6938 |
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- | No log | 3.5556 | 160 | 0.4939 | 0.5657 | 0.4939 | 0.7028 |
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- | No log | 3.6 | 162 | 0.4435 | 0.5405 | 0.4435 | 0.6659 |
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- | No log | 3.6444 | 164 | 0.4508 | 0.5623 | 0.4508 | 0.6714 |
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- | No log | 3.6889 | 166 | 0.4471 | 0.5623 | 0.4471 | 0.6686 |
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- | No log | 3.7333 | 168 | 0.4358 | 0.5846 | 0.4358 | 0.6602 |
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- | No log | 3.7778 | 170 | 0.4589 | 0.5904 | 0.4589 | 0.6774 |
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- | No log | 3.8222 | 172 | 0.5628 | 0.6042 | 0.5628 | 0.7502 |
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- | No log | 3.8667 | 174 | 0.5913 | 0.6042 | 0.5913 | 0.7690 |
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- | No log | 3.9111 | 176 | 0.4877 | 0.5869 | 0.4877 | 0.6983 |
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- | No log | 3.9556 | 178 | 0.4181 | 0.6641 | 0.4181 | 0.6466 |
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- | No log | 4.0 | 180 | 0.4343 | 0.6201 | 0.4343 | 0.6590 |
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- | No log | 4.0444 | 182 | 0.4338 | 0.6615 | 0.4338 | 0.6587 |
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- | No log | 4.0889 | 184 | 0.4441 | 0.6122 | 0.4441 | 0.6664 |
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- | No log | 4.1333 | 186 | 0.4954 | 0.4528 | 0.4954 | 0.7039 |
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- | No log | 4.1778 | 188 | 0.4889 | 0.4979 | 0.4889 | 0.6992 |
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- | No log | 4.2222 | 190 | 0.4522 | 0.5812 | 0.4522 | 0.6724 |
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- | No log | 4.2667 | 192 | 0.4634 | 0.5937 | 0.4634 | 0.6807 |
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- | No log | 4.3111 | 194 | 0.4778 | 0.6418 | 0.4778 | 0.6912 |
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- | No log | 4.3556 | 196 | 0.4433 | 0.5913 | 0.4433 | 0.6658 |
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- | No log | 4.4 | 198 | 0.4248 | 0.5421 | 0.4248 | 0.6518 |
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- | No log | 4.4444 | 200 | 0.4126 | 0.5563 | 0.4126 | 0.6423 |
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- | No log | 4.4889 | 202 | 0.4046 | 0.6818 | 0.4046 | 0.6360 |
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- | No log | 4.5333 | 204 | 0.4232 | 0.7002 | 0.4232 | 0.6506 |
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- | No log | 4.5778 | 206 | 0.4101 | 0.6832 | 0.4101 | 0.6404 |
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- | No log | 4.6222 | 208 | 0.4081 | 0.7002 | 0.4081 | 0.6388 |
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- | No log | 4.6667 | 210 | 0.4149 | 0.5826 | 0.4149 | 0.6441 |
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- | No log | 4.7111 | 212 | 0.4820 | 0.6303 | 0.4820 | 0.6942 |
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- | No log | 4.7556 | 214 | 0.5199 | 0.6311 | 0.5199 | 0.7210 |
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- | No log | 4.8 | 216 | 0.5115 | 0.6389 | 0.5115 | 0.7152 |
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- | No log | 4.8444 | 218 | 0.4536 | 0.5872 | 0.4536 | 0.6735 |
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- | No log | 4.8889 | 220 | 0.4449 | 0.6719 | 0.4449 | 0.6670 |
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- | No log | 4.9333 | 222 | 0.4500 | 0.6518 | 0.4500 | 0.6708 |
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- | No log | 4.9778 | 224 | 0.4572 | 0.6418 | 0.4572 | 0.6762 |
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- | No log | 5.0222 | 226 | 0.5255 | 0.5131 | 0.5255 | 0.7249 |
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- | No log | 5.0667 | 228 | 0.5446 | 0.5027 | 0.5446 | 0.7380 |
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- | No log | 5.1111 | 230 | 0.4950 | 0.5560 | 0.4950 | 0.7036 |
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- | No log | 5.1556 | 232 | 0.4455 | 0.6001 | 0.4455 | 0.6675 |
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- | No log | 5.2 | 234 | 0.5357 | 0.4713 | 0.5357 | 0.7319 |
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- | No log | 5.2444 | 236 | 0.5836 | 0.5558 | 0.5836 | 0.7639 |
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- | No log | 5.2889 | 238 | 0.4992 | 0.4868 | 0.4992 | 0.7066 |
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- | No log | 5.3333 | 240 | 0.4388 | 0.5414 | 0.4388 | 0.6624 |
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- | No log | 5.3778 | 242 | 0.4420 | 0.6251 | 0.4420 | 0.6648 |
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- | No log | 5.4222 | 244 | 0.4439 | 0.6261 | 0.4439 | 0.6662 |
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- | No log | 5.4667 | 246 | 0.4314 | 0.6365 | 0.4314 | 0.6568 |
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- | No log | 5.5111 | 248 | 0.4360 | 0.5710 | 0.4360 | 0.6603 |
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- | No log | 5.5556 | 250 | 0.4554 | 0.5569 | 0.4554 | 0.6748 |
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- | No log | 5.6 | 252 | 0.4640 | 0.5584 | 0.4640 | 0.6812 |
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- | No log | 5.6444 | 254 | 0.4253 | 0.5414 | 0.4253 | 0.6522 |
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- | No log | 5.6889 | 256 | 0.4513 | 0.6808 | 0.4513 | 0.6718 |
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- | No log | 5.7333 | 258 | 0.4882 | 0.6973 | 0.4882 | 0.6987 |
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- | No log | 5.7778 | 260 | 0.4516 | 0.6820 | 0.4516 | 0.6720 |
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- | No log | 5.8222 | 262 | 0.4154 | 0.6229 | 0.4154 | 0.6445 |
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- | No log | 5.8667 | 264 | 0.4396 | 0.5855 | 0.4396 | 0.6630 |
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- | No log | 5.9111 | 266 | 0.4624 | 0.6642 | 0.4624 | 0.6800 |
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- | No log | 5.9556 | 268 | 0.4444 | 0.6260 | 0.4444 | 0.6666 |
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- | No log | 6.0 | 270 | 0.4386 | 0.6342 | 0.4386 | 0.6623 |
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- | No log | 6.0444 | 272 | 0.4044 | 0.6053 | 0.4044 | 0.6360 |
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- | No log | 6.0889 | 274 | 0.3996 | 0.6542 | 0.3996 | 0.6321 |
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- | No log | 6.1333 | 276 | 0.4086 | 0.6068 | 0.4086 | 0.6392 |
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- | No log | 6.1778 | 278 | 0.4200 | 0.5877 | 0.4200 | 0.6481 |
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- | No log | 6.2222 | 280 | 0.4440 | 0.5718 | 0.4440 | 0.6664 |
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- | No log | 6.2667 | 282 | 0.4633 | 0.5438 | 0.4633 | 0.6806 |
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- | No log | 6.3111 | 284 | 0.4373 | 0.5877 | 0.4373 | 0.6613 |
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- | No log | 6.3556 | 286 | 0.4303 | 0.5698 | 0.4303 | 0.6559 |
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- | No log | 6.4 | 288 | 0.4359 | 0.5698 | 0.4359 | 0.6602 |
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- | No log | 6.4444 | 290 | 0.4442 | 0.5574 | 0.4442 | 0.6665 |
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- | No log | 6.4889 | 292 | 0.4492 | 0.5574 | 0.4492 | 0.6703 |
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- | No log | 6.5333 | 294 | 0.4533 | 0.5574 | 0.4533 | 0.6733 |
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- | No log | 6.5778 | 296 | 0.4592 | 0.5208 | 0.4592 | 0.6776 |
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- | No log | 6.6222 | 298 | 0.4543 | 0.5208 | 0.4543 | 0.6740 |
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- | No log | 6.6667 | 300 | 0.4456 | 0.5493 | 0.4456 | 0.6676 |
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- | No log | 6.7111 | 302 | 0.4887 | 0.6252 | 0.4887 | 0.6991 |
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- | No log | 6.7556 | 304 | 0.5272 | 0.5991 | 0.5272 | 0.7261 |
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- | No log | 6.8 | 306 | 0.5126 | 0.5970 | 0.5126 | 0.7159 |
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- | No log | 6.8444 | 308 | 0.4597 | 0.5831 | 0.4597 | 0.6780 |
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- | No log | 6.8889 | 310 | 0.4423 | 0.5432 | 0.4423 | 0.6650 |
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- | No log | 6.9333 | 312 | 0.4461 | 0.5432 | 0.4461 | 0.6679 |
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- | No log | 6.9778 | 314 | 0.4373 | 0.5960 | 0.4373 | 0.6613 |
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- | No log | 7.0222 | 316 | 0.4430 | 0.6032 | 0.4430 | 0.6656 |
210
- | No log | 7.0667 | 318 | 0.4424 | 0.5945 | 0.4424 | 0.6651 |
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- | No log | 7.1111 | 320 | 0.4491 | 0.5796 | 0.4491 | 0.6701 |
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- | No log | 7.1556 | 322 | 0.4741 | 0.5283 | 0.4741 | 0.6886 |
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- | No log | 7.2 | 324 | 0.4955 | 0.5300 | 0.4955 | 0.7039 |
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- | No log | 7.2444 | 326 | 0.4700 | 0.5796 | 0.4700 | 0.6856 |
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- | No log | 7.2889 | 328 | 0.4680 | 0.5815 | 0.4680 | 0.6841 |
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- | No log | 7.3333 | 330 | 0.4813 | 0.5265 | 0.4813 | 0.6938 |
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- | No log | 7.3778 | 332 | 0.5005 | 0.4788 | 0.5005 | 0.7075 |
218
- | No log | 7.4222 | 334 | 0.4982 | 0.4788 | 0.4982 | 0.7058 |
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- | No log | 7.4667 | 336 | 0.4863 | 0.4767 | 0.4863 | 0.6974 |
220
- | No log | 7.5111 | 338 | 0.4668 | 0.4938 | 0.4668 | 0.6832 |
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- | No log | 7.5556 | 340 | 0.4559 | 0.5493 | 0.4559 | 0.6752 |
222
- | No log | 7.6 | 342 | 0.4659 | 0.6078 | 0.4659 | 0.6825 |
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- | No log | 7.6444 | 344 | 0.4604 | 0.6060 | 0.4604 | 0.6785 |
224
- | No log | 7.6889 | 346 | 0.4574 | 0.5798 | 0.4574 | 0.6763 |
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- | No log | 7.7333 | 348 | 0.4570 | 0.5010 | 0.4570 | 0.6760 |
226
- | No log | 7.7778 | 350 | 0.4724 | 0.4938 | 0.4724 | 0.6873 |
227
- | No log | 7.8222 | 352 | 0.4778 | 0.4938 | 0.4778 | 0.6913 |
228
- | No log | 7.8667 | 354 | 0.4576 | 0.4938 | 0.4576 | 0.6765 |
229
- | No log | 7.9111 | 356 | 0.4518 | 0.6017 | 0.4518 | 0.6722 |
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- | No log | 7.9556 | 358 | 0.4511 | 0.6017 | 0.4511 | 0.6717 |
231
- | No log | 8.0 | 360 | 0.4437 | 0.6017 | 0.4437 | 0.6661 |
232
- | No log | 8.0444 | 362 | 0.4453 | 0.5846 | 0.4453 | 0.6673 |
233
- | No log | 8.0889 | 364 | 0.4509 | 0.5877 | 0.4509 | 0.6715 |
234
- | No log | 8.1333 | 366 | 0.4460 | 0.5493 | 0.4460 | 0.6678 |
235
- | No log | 8.1778 | 368 | 0.4406 | 0.5658 | 0.4406 | 0.6638 |
236
- | No log | 8.2222 | 370 | 0.4338 | 0.6106 | 0.4338 | 0.6586 |
237
- | No log | 8.2667 | 372 | 0.4326 | 0.6733 | 0.4326 | 0.6577 |
238
- | No log | 8.3111 | 374 | 0.4309 | 0.5930 | 0.4309 | 0.6564 |
239
- | No log | 8.3556 | 376 | 0.4792 | 0.5657 | 0.4792 | 0.6923 |
240
- | No log | 8.4 | 378 | 0.5638 | 0.5897 | 0.5638 | 0.7509 |
241
- | No log | 8.4444 | 380 | 0.5637 | 0.6100 | 0.5637 | 0.7508 |
242
- | No log | 8.4889 | 382 | 0.5069 | 0.5883 | 0.5069 | 0.7120 |
243
- | No log | 8.5333 | 384 | 0.4313 | 0.5438 | 0.4313 | 0.6567 |
244
- | No log | 8.5778 | 386 | 0.4230 | 0.6275 | 0.4230 | 0.6504 |
245
- | No log | 8.6222 | 388 | 0.4312 | 0.6797 | 0.4312 | 0.6567 |
246
- | No log | 8.6667 | 390 | 0.4162 | 0.6265 | 0.4162 | 0.6452 |
247
- | No log | 8.7111 | 392 | 0.4151 | 0.6370 | 0.4151 | 0.6443 |
248
- | No log | 8.7556 | 394 | 0.4294 | 0.5528 | 0.4294 | 0.6553 |
249
- | No log | 8.8 | 396 | 0.4362 | 0.5682 | 0.4362 | 0.6605 |
250
- | No log | 8.8444 | 398 | 0.4500 | 0.5528 | 0.4500 | 0.6708 |
251
- | No log | 8.8889 | 400 | 0.4392 | 0.5438 | 0.4392 | 0.6628 |
252
- | No log | 8.9333 | 402 | 0.4385 | 0.5841 | 0.4385 | 0.6622 |
253
- | No log | 8.9778 | 404 | 0.4446 | 0.5841 | 0.4446 | 0.6668 |
254
- | No log | 9.0222 | 406 | 0.4426 | 0.5796 | 0.4426 | 0.6653 |
255
- | No log | 9.0667 | 408 | 0.4440 | 0.5493 | 0.4440 | 0.6663 |
256
- | No log | 9.1111 | 410 | 0.4297 | 0.5475 | 0.4297 | 0.6555 |
257
- | No log | 9.1556 | 412 | 0.4318 | 0.5475 | 0.4318 | 0.6571 |
258
- | No log | 9.2 | 414 | 0.4336 | 0.5941 | 0.4336 | 0.6585 |
259
- | No log | 9.2444 | 416 | 0.4385 | 0.5941 | 0.4385 | 0.6622 |
260
- | No log | 9.2889 | 418 | 0.4328 | 0.5734 | 0.4328 | 0.6579 |
261
- | No log | 9.3333 | 420 | 0.4271 | 0.5875 | 0.4271 | 0.6535 |
262
- | No log | 9.3778 | 422 | 0.4248 | 0.5985 | 0.4248 | 0.6518 |
263
- | No log | 9.4222 | 424 | 0.4250 | 0.5666 | 0.4250 | 0.6519 |
264
- | No log | 9.4667 | 426 | 0.4257 | 0.5571 | 0.4257 | 0.6525 |
265
- | No log | 9.5111 | 428 | 0.4283 | 0.5698 | 0.4283 | 0.6545 |
266
- | No log | 9.5556 | 430 | 0.4299 | 0.5930 | 0.4299 | 0.6557 |
267
- | No log | 9.6 | 432 | 0.4449 | 0.5356 | 0.4449 | 0.6670 |
268
- | No log | 9.6444 | 434 | 0.4747 | 0.5135 | 0.4747 | 0.6890 |
269
- | No log | 9.6889 | 436 | 0.4856 | 0.5135 | 0.4856 | 0.6968 |
270
- | No log | 9.7333 | 438 | 0.5027 | 0.5466 | 0.5027 | 0.7090 |
271
- | No log | 9.7778 | 440 | 0.4913 | 0.5373 | 0.4913 | 0.7010 |
272
- | No log | 9.8222 | 442 | 0.4635 | 0.5373 | 0.4635 | 0.6808 |
273
- | No log | 9.8667 | 444 | 0.4534 | 0.5135 | 0.4534 | 0.6733 |
274
- | No log | 9.9111 | 446 | 0.4587 | 0.5208 | 0.4587 | 0.6773 |
275
- | No log | 9.9556 | 448 | 0.4596 | 0.5030 | 0.4596 | 0.6779 |
276
- | No log | 10.0 | 450 | 0.4592 | 0.5246 | 0.4592 | 0.6777 |
277
- | No log | 10.0444 | 452 | 0.4564 | 0.5265 | 0.4564 | 0.6755 |
278
- | No log | 10.0889 | 454 | 0.4476 | 0.5117 | 0.4476 | 0.6690 |
279
- | No log | 10.1333 | 456 | 0.4453 | 0.5339 | 0.4453 | 0.6673 |
280
- | No log | 10.1778 | 458 | 0.4448 | 0.6171 | 0.4448 | 0.6669 |
281
- | No log | 10.2222 | 460 | 0.4410 | 0.5611 | 0.4410 | 0.6641 |
282
- | No log | 10.2667 | 462 | 0.4483 | 0.5733 | 0.4483 | 0.6696 |
283
- | No log | 10.3111 | 464 | 0.4538 | 0.5733 | 0.4538 | 0.6736 |
284
- | No log | 10.3556 | 466 | 0.4448 | 0.6223 | 0.4448 | 0.6669 |
285
- | No log | 10.4 | 468 | 0.4385 | 0.6313 | 0.4385 | 0.6622 |
286
- | No log | 10.4444 | 470 | 0.4431 | 0.6313 | 0.4431 | 0.6656 |
287
- | No log | 10.4889 | 472 | 0.4552 | 0.6503 | 0.4552 | 0.6747 |
288
- | No log | 10.5333 | 474 | 0.4490 | 0.6503 | 0.4490 | 0.6700 |
289
- | No log | 10.5778 | 476 | 0.4628 | 0.6223 | 0.4628 | 0.6803 |
290
- | No log | 10.6222 | 478 | 0.4611 | 0.6013 | 0.4611 | 0.6790 |
291
- | No log | 10.6667 | 480 | 0.4875 | 0.5300 | 0.4875 | 0.6982 |
292
- | No log | 10.7111 | 482 | 0.4827 | 0.5300 | 0.4827 | 0.6948 |
293
- | No log | 10.7556 | 484 | 0.4579 | 0.6096 | 0.4579 | 0.6767 |
294
- | No log | 10.8 | 486 | 0.4410 | 0.6073 | 0.4410 | 0.6641 |
295
- | No log | 10.8444 | 488 | 0.4437 | 0.6073 | 0.4437 | 0.6661 |
296
- | No log | 10.8889 | 490 | 0.4639 | 0.5587 | 0.4639 | 0.6811 |
297
- | No log | 10.9333 | 492 | 0.5051 | 0.5619 | 0.5051 | 0.7107 |
298
- | No log | 10.9778 | 494 | 0.5001 | 0.5390 | 0.5001 | 0.7072 |
299
- | No log | 11.0222 | 496 | 0.4633 | 0.5189 | 0.4633 | 0.6807 |
300
- | No log | 11.0667 | 498 | 0.4547 | 0.5010 | 0.4547 | 0.6743 |
301
- | 0.2741 | 11.1111 | 500 | 0.4509 | 0.5556 | 0.4509 | 0.6715 |
302
- | 0.2741 | 11.1556 | 502 | 0.4480 | 0.5475 | 0.4480 | 0.6693 |
303
- | 0.2741 | 11.2 | 504 | 0.4555 | 0.5283 | 0.4555 | 0.6749 |
304
- | 0.2741 | 11.2444 | 506 | 0.4723 | 0.5390 | 0.4723 | 0.6872 |
305
- | 0.2741 | 11.2889 | 508 | 0.4971 | 0.5317 | 0.4971 | 0.7050 |
306
- | 0.2741 | 11.3333 | 510 | 0.4898 | 0.5317 | 0.4898 | 0.6998 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k10_task7_organization
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  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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k10_task7_organization
15
 
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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.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.6476
19
+ - Qwk: 0.4488
20
+ - Mse: 0.6476
21
+ - Rmse: 0.8047
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.04 | 2 | 2.4646 | -0.0109 | 2.4646 | 1.5699 |
53
+ | No log | 0.08 | 4 | 1.6193 | 0.1005 | 1.6193 | 1.2725 |
54
+ | No log | 0.12 | 6 | 0.7914 | 0.2066 | 0.7914 | 0.8896 |
55
+ | No log | 0.16 | 8 | 0.9638 | 0.1313 | 0.9638 | 0.9817 |
56
+ | No log | 0.2 | 10 | 1.3465 | -0.2167 | 1.3465 | 1.1604 |
57
+ | No log | 0.24 | 12 | 1.2218 | -0.1408 | 1.2218 | 1.1053 |
58
+ | No log | 0.28 | 14 | 1.0731 | -0.0288 | 1.0731 | 1.0359 |
59
+ | No log | 0.32 | 16 | 0.8548 | 0.0 | 0.8548 | 0.9246 |
60
+ | No log | 0.36 | 18 | 1.0298 | 0.1795 | 1.0298 | 1.0148 |
61
+ | No log | 0.4 | 20 | 1.0431 | 0.2954 | 1.0431 | 1.0213 |
62
+ | No log | 0.44 | 22 | 0.8764 | 0.3238 | 0.8764 | 0.9361 |
63
+ | No log | 0.48 | 24 | 0.8654 | 0.3032 | 0.8654 | 0.9302 |
64
+ | No log | 0.52 | 26 | 0.8652 | 0.3042 | 0.8652 | 0.9302 |
65
+ | No log | 0.56 | 28 | 0.8212 | 0.3606 | 0.8212 | 0.9062 |
66
+ | No log | 0.6 | 30 | 0.7203 | 0.4134 | 0.7203 | 0.8487 |
67
+ | No log | 0.64 | 32 | 0.6157 | 0.3839 | 0.6157 | 0.7847 |
68
+ | No log | 0.68 | 34 | 0.5651 | 0.4492 | 0.5651 | 0.7517 |
69
+ | No log | 0.72 | 36 | 0.5516 | 0.4468 | 0.5516 | 0.7427 |
70
+ | No log | 0.76 | 38 | 0.5796 | 0.4354 | 0.5796 | 0.7613 |
71
+ | No log | 0.8 | 40 | 0.5483 | 0.4837 | 0.5483 | 0.7405 |
72
+ | No log | 0.84 | 42 | 0.5334 | 0.4795 | 0.5334 | 0.7304 |
73
+ | No log | 0.88 | 44 | 0.5432 | 0.4161 | 0.5432 | 0.7370 |
74
+ | No log | 0.92 | 46 | 0.5341 | 0.4847 | 0.5341 | 0.7308 |
75
+ | No log | 0.96 | 48 | 0.5167 | 0.4752 | 0.5167 | 0.7188 |
76
+ | No log | 1.0 | 50 | 0.5080 | 0.5526 | 0.5080 | 0.7127 |
77
+ | No log | 1.04 | 52 | 0.5376 | 0.5442 | 0.5376 | 0.7332 |
78
+ | No log | 1.08 | 54 | 0.4958 | 0.5853 | 0.4958 | 0.7041 |
79
+ | No log | 1.12 | 56 | 0.5319 | 0.5015 | 0.5319 | 0.7293 |
80
+ | No log | 1.16 | 58 | 0.5773 | 0.5149 | 0.5773 | 0.7598 |
81
+ | No log | 1.2 | 60 | 0.6309 | 0.4502 | 0.6309 | 0.7943 |
82
+ | No log | 1.24 | 62 | 0.5312 | 0.5593 | 0.5312 | 0.7289 |
83
+ | No log | 1.28 | 64 | 0.5052 | 0.6326 | 0.5052 | 0.7107 |
84
+ | No log | 1.32 | 66 | 0.5210 | 0.5543 | 0.5210 | 0.7218 |
85
+ | No log | 1.3600 | 68 | 0.5777 | 0.4904 | 0.5777 | 0.7600 |
86
+ | No log | 1.4 | 70 | 0.5526 | 0.4769 | 0.5526 | 0.7434 |
87
+ | No log | 1.44 | 72 | 0.6732 | 0.5047 | 0.6732 | 0.8205 |
88
+ | No log | 1.48 | 74 | 0.6895 | 0.5249 | 0.6895 | 0.8304 |
89
+ | No log | 1.52 | 76 | 0.5004 | 0.5403 | 0.5004 | 0.7074 |
90
+ | No log | 1.56 | 78 | 0.4648 | 0.5995 | 0.4648 | 0.6817 |
91
+ | No log | 1.6 | 80 | 0.5735 | 0.5416 | 0.5735 | 0.7573 |
92
+ | No log | 1.6400 | 82 | 0.6923 | 0.5094 | 0.6923 | 0.8321 |
93
+ | No log | 1.6800 | 84 | 0.7245 | 0.5281 | 0.7245 | 0.8512 |
94
+ | No log | 1.72 | 86 | 0.5347 | 0.5639 | 0.5347 | 0.7312 |
95
+ | No log | 1.76 | 88 | 0.5288 | 0.4849 | 0.5288 | 0.7272 |
96
+ | No log | 1.8 | 90 | 0.5194 | 0.5915 | 0.5194 | 0.7207 |
97
+ | No log | 1.8400 | 92 | 0.5365 | 0.5373 | 0.5365 | 0.7325 |
98
+ | No log | 1.88 | 94 | 0.6492 | 0.5080 | 0.6492 | 0.8058 |
99
+ | No log | 1.92 | 96 | 0.7395 | 0.5255 | 0.7395 | 0.8599 |
100
+ | No log | 1.96 | 98 | 0.7038 | 0.5008 | 0.7038 | 0.8389 |
101
+ | No log | 2.0 | 100 | 0.5829 | 0.5123 | 0.5829 | 0.7635 |
102
+ | No log | 2.04 | 102 | 0.6051 | 0.5059 | 0.6051 | 0.7779 |
103
+ | No log | 2.08 | 104 | 0.6740 | 0.5085 | 0.6740 | 0.8210 |
104
+ | No log | 2.12 | 106 | 0.6947 | 0.5237 | 0.6947 | 0.8335 |
105
+ | No log | 2.16 | 108 | 0.5858 | 0.5265 | 0.5858 | 0.7654 |
106
+ | No log | 2.2 | 110 | 0.5471 | 0.5231 | 0.5471 | 0.7396 |
107
+ | No log | 2.24 | 112 | 0.5188 | 0.5906 | 0.5188 | 0.7203 |
108
+ | No log | 2.2800 | 114 | 0.5647 | 0.5204 | 0.5647 | 0.7514 |
109
+ | No log | 2.32 | 116 | 0.5324 | 0.5895 | 0.5324 | 0.7296 |
110
+ | No log | 2.36 | 118 | 0.4970 | 0.6712 | 0.4970 | 0.7050 |
111
+ | No log | 2.4 | 120 | 0.4921 | 0.6815 | 0.4921 | 0.7015 |
112
+ | No log | 2.44 | 122 | 0.4770 | 0.7196 | 0.4770 | 0.6907 |
113
+ | No log | 2.48 | 124 | 0.5309 | 0.5431 | 0.5309 | 0.7286 |
114
+ | No log | 2.52 | 126 | 0.5216 | 0.5293 | 0.5216 | 0.7222 |
115
+ | No log | 2.56 | 128 | 0.4555 | 0.5882 | 0.4555 | 0.6749 |
116
+ | No log | 2.6 | 130 | 0.4399 | 0.6278 | 0.4399 | 0.6632 |
117
+ | No log | 2.64 | 132 | 0.4362 | 0.6169 | 0.4362 | 0.6604 |
118
+ | No log | 2.68 | 134 | 0.4538 | 0.5803 | 0.4538 | 0.6736 |
119
+ | No log | 2.7200 | 136 | 0.5325 | 0.4728 | 0.5325 | 0.7297 |
120
+ | No log | 2.76 | 138 | 0.7809 | 0.4465 | 0.7809 | 0.8837 |
121
+ | No log | 2.8 | 140 | 0.8218 | 0.4305 | 0.8218 | 0.9066 |
122
+ | No log | 2.84 | 142 | 0.6228 | 0.4512 | 0.6228 | 0.7892 |
123
+ | No log | 2.88 | 144 | 0.4612 | 0.7118 | 0.4612 | 0.6791 |
124
+ | No log | 2.92 | 146 | 0.4083 | 0.7114 | 0.4083 | 0.6390 |
125
+ | No log | 2.96 | 148 | 0.4161 | 0.6978 | 0.4161 | 0.6450 |
126
+ | No log | 3.0 | 150 | 0.4042 | 0.6602 | 0.4042 | 0.6357 |
127
+ | No log | 3.04 | 152 | 0.5535 | 0.4592 | 0.5535 | 0.7440 |
128
+ | No log | 3.08 | 154 | 0.5293 | 0.4587 | 0.5293 | 0.7276 |
129
+ | No log | 3.12 | 156 | 0.4312 | 0.6029 | 0.4312 | 0.6566 |
130
+ | No log | 3.16 | 158 | 0.4598 | 0.5720 | 0.4598 | 0.6781 |
131
+ | No log | 3.2 | 160 | 0.6108 | 0.4717 | 0.6108 | 0.7815 |
132
+ | No log | 3.24 | 162 | 0.7269 | 0.4432 | 0.7269 | 0.8526 |
133
+ | No log | 3.2800 | 164 | 0.5212 | 0.4887 | 0.5212 | 0.7220 |
134
+ | No log | 3.32 | 166 | 0.4325 | 0.6628 | 0.4325 | 0.6577 |
135
+ | No log | 3.36 | 168 | 0.4514 | 0.6517 | 0.4514 | 0.6719 |
136
+ | No log | 3.4 | 170 | 0.5680 | 0.3940 | 0.5680 | 0.7536 |
137
+ | No log | 3.44 | 172 | 0.9055 | 0.4417 | 0.9055 | 0.9516 |
138
+ | No log | 3.48 | 174 | 0.9943 | 0.4213 | 0.9943 | 0.9971 |
139
+ | No log | 3.52 | 176 | 0.7231 | 0.4315 | 0.7231 | 0.8504 |
140
+ | No log | 3.56 | 178 | 0.5629 | 0.4759 | 0.5629 | 0.7503 |
141
+ | No log | 3.6 | 180 | 0.5419 | 0.4980 | 0.5419 | 0.7362 |
142
+ | No log | 3.64 | 182 | 0.5411 | 0.4980 | 0.5411 | 0.7356 |
143
+ | No log | 3.68 | 184 | 0.5706 | 0.4531 | 0.5706 | 0.7554 |
144
+ | No log | 3.7200 | 186 | 0.5012 | 0.5965 | 0.5012 | 0.7080 |
145
+ | No log | 3.76 | 188 | 0.4793 | 0.5980 | 0.4793 | 0.6923 |
146
+ | No log | 3.8 | 190 | 0.4902 | 0.6187 | 0.4902 | 0.7001 |
147
+ | No log | 3.84 | 192 | 0.4774 | 0.6730 | 0.4774 | 0.6909 |
148
+ | No log | 3.88 | 194 | 0.4796 | 0.6828 | 0.4796 | 0.6925 |
149
+ | No log | 3.92 | 196 | 0.5040 | 0.6427 | 0.5040 | 0.7099 |
150
+ | No log | 3.96 | 198 | 0.6043 | 0.5008 | 0.6043 | 0.7774 |
151
+ | No log | 4.0 | 200 | 0.5748 | 0.4812 | 0.5748 | 0.7582 |
152
+ | No log | 4.04 | 202 | 0.4860 | 0.5403 | 0.4860 | 0.6971 |
153
+ | No log | 4.08 | 204 | 0.4277 | 0.6949 | 0.4277 | 0.6540 |
154
+ | No log | 4.12 | 206 | 0.4300 | 0.6278 | 0.4300 | 0.6557 |
155
+ | No log | 4.16 | 208 | 0.4755 | 0.5271 | 0.4755 | 0.6896 |
156
+ | No log | 4.2 | 210 | 0.4459 | 0.5752 | 0.4459 | 0.6677 |
157
+ | No log | 4.24 | 212 | 0.4435 | 0.6852 | 0.4435 | 0.6660 |
158
+ | No log | 4.28 | 214 | 0.4470 | 0.6852 | 0.4470 | 0.6686 |
159
+ | No log | 4.32 | 216 | 0.4615 | 0.5752 | 0.4615 | 0.6793 |
160
+ | No log | 4.36 | 218 | 0.6744 | 0.4350 | 0.6744 | 0.8212 |
161
+ | No log | 4.4 | 220 | 0.7609 | 0.4246 | 0.7609 | 0.8723 |
162
+ | No log | 4.44 | 222 | 0.6255 | 0.4723 | 0.6255 | 0.7909 |
163
+ | No log | 4.48 | 224 | 0.4864 | 0.5111 | 0.4864 | 0.6974 |
164
+ | No log | 4.52 | 226 | 0.4649 | 0.5367 | 0.4649 | 0.6819 |
165
+ | No log | 4.5600 | 228 | 0.5095 | 0.4827 | 0.5095 | 0.7138 |
166
+ | No log | 4.6 | 230 | 0.6848 | 0.5016 | 0.6848 | 0.8275 |
167
+ | No log | 4.64 | 232 | 0.5995 | 0.5047 | 0.5995 | 0.7743 |
168
+ | No log | 4.68 | 234 | 0.4553 | 0.6264 | 0.4553 | 0.6747 |
169
+ | No log | 4.72 | 236 | 0.4584 | 0.6264 | 0.4584 | 0.6771 |
170
+ | No log | 4.76 | 238 | 0.5463 | 0.4409 | 0.5463 | 0.7391 |
171
+ | No log | 4.8 | 240 | 0.7491 | 0.3618 | 0.7491 | 0.8655 |
172
+ | No log | 4.84 | 242 | 0.7316 | 0.3953 | 0.7316 | 0.8553 |
173
+ | No log | 4.88 | 244 | 0.5621 | 0.4815 | 0.5621 | 0.7497 |
174
+ | No log | 4.92 | 246 | 0.5315 | 0.4576 | 0.5315 | 0.7291 |
175
+ | No log | 4.96 | 248 | 0.6055 | 0.4892 | 0.6055 | 0.7781 |
176
+ | No log | 5.0 | 250 | 0.6546 | 0.4223 | 0.6546 | 0.8091 |
177
+ | No log | 5.04 | 252 | 0.6067 | 0.4892 | 0.6067 | 0.7789 |
178
+ | No log | 5.08 | 254 | 0.5920 | 0.4892 | 0.5920 | 0.7694 |
179
+ | No log | 5.12 | 256 | 0.5168 | 0.5067 | 0.5168 | 0.7189 |
180
+ | No log | 5.16 | 258 | 0.4683 | 0.5119 | 0.4683 | 0.6843 |
181
+ | No log | 5.2 | 260 | 0.4520 | 0.5965 | 0.4520 | 0.6723 |
182
+ | No log | 5.24 | 262 | 0.4868 | 0.5544 | 0.4868 | 0.6977 |
183
+ | No log | 5.28 | 264 | 0.5356 | 0.5495 | 0.5356 | 0.7319 |
184
+ | No log | 5.32 | 266 | 0.5455 | 0.5416 | 0.5455 | 0.7386 |
185
+ | No log | 5.36 | 268 | 0.4899 | 0.6011 | 0.4899 | 0.6999 |
186
+ | No log | 5.4 | 270 | 0.4471 | 0.6611 | 0.4471 | 0.6687 |
187
+ | No log | 5.44 | 272 | 0.4680 | 0.6214 | 0.4680 | 0.6841 |
188
+ | No log | 5.48 | 274 | 0.4719 | 0.6004 | 0.4719 | 0.6870 |
189
+ | No log | 5.52 | 276 | 0.5206 | 0.5410 | 0.5206 | 0.7215 |
190
+ | No log | 5.5600 | 278 | 0.5536 | 0.4887 | 0.5536 | 0.7440 |
191
+ | No log | 5.6 | 280 | 0.4918 | 0.5934 | 0.4918 | 0.7013 |
192
+ | No log | 5.64 | 282 | 0.5054 | 0.5512 | 0.5054 | 0.7109 |
193
+ | No log | 5.68 | 284 | 0.5468 | 0.5107 | 0.5468 | 0.7394 |
194
+ | No log | 5.72 | 286 | 0.6042 | 0.4887 | 0.6042 | 0.7773 |
195
+ | No log | 5.76 | 288 | 0.5242 | 0.5426 | 0.5242 | 0.7240 |
196
+ | No log | 5.8 | 290 | 0.5226 | 0.5426 | 0.5226 | 0.7229 |
197
+ | No log | 5.84 | 292 | 0.5779 | 0.5107 | 0.5779 | 0.7602 |
198
+ | No log | 5.88 | 294 | 0.6956 | 0.4462 | 0.6956 | 0.8340 |
199
+ | No log | 5.92 | 296 | 0.7667 | 0.3956 | 0.7667 | 0.8756 |
200
+ | No log | 5.96 | 298 | 0.6465 | 0.4667 | 0.6465 | 0.8040 |
201
+ | No log | 6.0 | 300 | 0.4875 | 0.6318 | 0.4875 | 0.6982 |
202
+ | No log | 6.04 | 302 | 0.4547 | 0.7002 | 0.4547 | 0.6743 |
203
+ | No log | 6.08 | 304 | 0.4528 | 0.7002 | 0.4528 | 0.6729 |
204
+ | No log | 6.12 | 306 | 0.5124 | 0.6226 | 0.5124 | 0.7158 |
205
+ | No log | 6.16 | 308 | 0.6735 | 0.4067 | 0.6735 | 0.8206 |
206
+ | No log | 6.2 | 310 | 0.6740 | 0.3980 | 0.6740 | 0.8210 |
207
+ | No log | 6.24 | 312 | 0.4933 | 0.6238 | 0.4933 | 0.7023 |
208
+ | No log | 6.28 | 314 | 0.4454 | 0.6604 | 0.4454 | 0.6674 |
209
+ | No log | 6.32 | 316 | 0.4679 | 0.6135 | 0.4679 | 0.6840 |
210
+ | No log | 6.36 | 318 | 0.5561 | 0.5373 | 0.5561 | 0.7457 |
211
+ | No log | 6.4 | 320 | 0.5409 | 0.5576 | 0.5409 | 0.7355 |
212
+ | No log | 6.44 | 322 | 0.4858 | 0.6045 | 0.4858 | 0.6970 |
213
+ | No log | 6.48 | 324 | 0.4555 | 0.6931 | 0.4555 | 0.6749 |
214
+ | No log | 6.52 | 326 | 0.4580 | 0.6414 | 0.4580 | 0.6768 |
215
+ | No log | 6.5600 | 328 | 0.4709 | 0.5741 | 0.4709 | 0.6862 |
216
+ | No log | 6.6 | 330 | 0.4877 | 0.5726 | 0.4877 | 0.6983 |
217
+ | No log | 6.64 | 332 | 0.5328 | 0.5538 | 0.5328 | 0.7299 |
218
+ | No log | 6.68 | 334 | 0.6425 | 0.4735 | 0.6425 | 0.8016 |
219
+ | No log | 6.72 | 336 | 0.5680 | 0.4933 | 0.5680 | 0.7536 |
220
+ | No log | 6.76 | 338 | 0.4763 | 0.5655 | 0.4763 | 0.6902 |
221
+ | No log | 6.8 | 340 | 0.4631 | 0.6082 | 0.4631 | 0.6805 |
222
+ | No log | 6.84 | 342 | 0.5262 | 0.5553 | 0.5262 | 0.7254 |
223
+ | No log | 6.88 | 344 | 0.7744 | 0.3963 | 0.7744 | 0.8800 |
224
+ | No log | 6.92 | 346 | 0.8901 | 0.4699 | 0.8901 | 0.9435 |
225
+ | No log | 6.96 | 348 | 0.6903 | 0.3669 | 0.6903 | 0.8308 |
226
+ | No log | 7.0 | 350 | 0.4726 | 0.5752 | 0.4726 | 0.6875 |
227
+ | No log | 7.04 | 352 | 0.4478 | 0.6949 | 0.4478 | 0.6692 |
228
+ | No log | 7.08 | 354 | 0.4503 | 0.6667 | 0.4503 | 0.6710 |
229
+ | No log | 7.12 | 356 | 0.4369 | 0.7055 | 0.4369 | 0.6610 |
230
+ | No log | 7.16 | 358 | 0.4891 | 0.6032 | 0.4891 | 0.6994 |
231
+ | No log | 7.2 | 360 | 0.5988 | 0.4937 | 0.5988 | 0.7738 |
232
+ | No log | 7.24 | 362 | 0.6159 | 0.4993 | 0.6159 | 0.7848 |
233
+ | No log | 7.28 | 364 | 0.5281 | 0.5538 | 0.5281 | 0.7267 |
234
+ | No log | 7.32 | 366 | 0.4607 | 0.7065 | 0.4607 | 0.6788 |
235
+ | No log | 7.36 | 368 | 0.4523 | 0.7354 | 0.4523 | 0.6725 |
236
+ | No log | 7.4 | 370 | 0.4941 | 0.6137 | 0.4941 | 0.7030 |
237
+ | No log | 7.44 | 372 | 0.5247 | 0.5659 | 0.5247 | 0.7244 |
238
+ | No log | 7.48 | 374 | 0.5046 | 0.5735 | 0.5046 | 0.7104 |
239
+ | No log | 7.52 | 376 | 0.4650 | 0.6518 | 0.4650 | 0.6819 |
240
+ | No log | 7.5600 | 378 | 0.4431 | 0.6716 | 0.4431 | 0.6657 |
241
+ | No log | 7.6 | 380 | 0.4714 | 0.6227 | 0.4714 | 0.6866 |
242
+ | No log | 7.64 | 382 | 0.4793 | 0.6011 | 0.4793 | 0.6923 |
243
+ | No log | 7.68 | 384 | 0.5104 | 0.5538 | 0.5104 | 0.7144 |
244
+ | No log | 7.72 | 386 | 0.4943 | 0.5497 | 0.4943 | 0.7030 |
245
+ | No log | 7.76 | 388 | 0.4531 | 0.6395 | 0.4531 | 0.6731 |
246
+ | No log | 7.8 | 390 | 0.4321 | 0.6931 | 0.4321 | 0.6574 |
247
+ | No log | 7.84 | 392 | 0.4404 | 0.6949 | 0.4404 | 0.6636 |
248
+ | No log | 7.88 | 394 | 0.4960 | 0.5831 | 0.4960 | 0.7043 |
249
+ | No log | 7.92 | 396 | 0.5977 | 0.5190 | 0.5977 | 0.7731 |
250
+ | No log | 7.96 | 398 | 0.6610 | 0.4799 | 0.6610 | 0.8130 |
251
+ | No log | 8.0 | 400 | 0.7551 | 0.4094 | 0.7551 | 0.8690 |
252
+ | No log | 8.04 | 402 | 0.7008 | 0.4142 | 0.7008 | 0.8372 |
253
+ | No log | 8.08 | 404 | 0.5349 | 0.5085 | 0.5349 | 0.7314 |
254
+ | No log | 8.12 | 406 | 0.4426 | 0.6060 | 0.4426 | 0.6653 |
255
+ | No log | 8.16 | 408 | 0.4378 | 0.6730 | 0.4378 | 0.6617 |
256
+ | No log | 8.2 | 410 | 0.4518 | 0.5980 | 0.4518 | 0.6722 |
257
+ | No log | 8.24 | 412 | 0.4465 | 0.6506 | 0.4465 | 0.6682 |
258
+ | No log | 8.28 | 414 | 0.4462 | 0.6698 | 0.4462 | 0.6680 |
259
+ | No log | 8.32 | 416 | 0.4807 | 0.6137 | 0.4807 | 0.6933 |
260
+ | No log | 8.36 | 418 | 0.5847 | 0.5139 | 0.5847 | 0.7646 |
261
+ | No log | 8.4 | 420 | 0.6461 | 0.4789 | 0.6461 | 0.8038 |
262
+ | No log | 8.44 | 422 | 0.6403 | 0.4860 | 0.6403 | 0.8002 |
263
+ | No log | 8.48 | 424 | 0.5973 | 0.4933 | 0.5973 | 0.7728 |
264
+ | No log | 8.52 | 426 | 0.5559 | 0.5326 | 0.5559 | 0.7456 |
265
+ | No log | 8.56 | 428 | 0.6209 | 0.4933 | 0.6209 | 0.7880 |
266
+ | No log | 8.6 | 430 | 0.6994 | 0.4511 | 0.6994 | 0.8363 |
267
+ | No log | 8.64 | 432 | 0.6204 | 0.5008 | 0.6204 | 0.7876 |
268
+ | No log | 8.68 | 434 | 0.5464 | 0.5326 | 0.5464 | 0.7392 |
269
+ | No log | 8.72 | 436 | 0.4870 | 0.5528 | 0.4870 | 0.6979 |
270
+ | No log | 8.76 | 438 | 0.4698 | 0.5831 | 0.4698 | 0.6854 |
271
+ | No log | 8.8 | 440 | 0.5056 | 0.5639 | 0.5056 | 0.7111 |
272
+ | No log | 8.84 | 442 | 0.5439 | 0.5538 | 0.5439 | 0.7375 |
273
+ | No log | 8.88 | 444 | 0.6043 | 0.4933 | 0.6043 | 0.7774 |
274
+ | No log | 8.92 | 446 | 0.5437 | 0.5538 | 0.5437 | 0.7374 |
275
+ | No log | 8.96 | 448 | 0.4566 | 0.6201 | 0.4566 | 0.6757 |
276
+ | No log | 9.0 | 450 | 0.4522 | 0.6408 | 0.4522 | 0.6725 |
277
+ | No log | 9.04 | 452 | 0.4858 | 0.6011 | 0.4858 | 0.6970 |
278
+ | No log | 9.08 | 454 | 0.5474 | 0.5659 | 0.5474 | 0.7399 |
279
+ | No log | 9.12 | 456 | 0.6174 | 0.4867 | 0.6174 | 0.7858 |
280
+ | No log | 9.16 | 458 | 0.6752 | 0.4350 | 0.6752 | 0.8217 |
281
+ | No log | 9.2 | 460 | 0.6521 | 0.4528 | 0.6521 | 0.8075 |
282
+ | No log | 9.24 | 462 | 0.6056 | 0.4795 | 0.6056 | 0.7782 |
283
+ | No log | 9.28 | 464 | 0.5534 | 0.5326 | 0.5534 | 0.7439 |
284
+ | No log | 9.32 | 466 | 0.4910 | 0.5802 | 0.4910 | 0.7007 |
285
+ | No log | 9.36 | 468 | 0.4470 | 0.5923 | 0.4470 | 0.6686 |
286
+ | No log | 9.4 | 470 | 0.4307 | 0.7589 | 0.4307 | 0.6563 |
287
+ | No log | 9.44 | 472 | 0.4320 | 0.7442 | 0.4320 | 0.6573 |
288
+ | No log | 9.48 | 474 | 0.4711 | 0.5787 | 0.4711 | 0.6864 |
289
+ | No log | 9.52 | 476 | 0.4770 | 0.5591 | 0.4770 | 0.6906 |
290
+ | No log | 9.56 | 478 | 0.4354 | 0.6401 | 0.4354 | 0.6599 |
291
+ | No log | 9.6 | 480 | 0.4268 | 0.7329 | 0.4268 | 0.6533 |
292
+ | No log | 9.64 | 482 | 0.4324 | 0.6757 | 0.4324 | 0.6575 |
293
+ | No log | 9.68 | 484 | 0.4506 | 0.6401 | 0.4506 | 0.6713 |
294
+ | No log | 9.72 | 486 | 0.5135 | 0.5410 | 0.5135 | 0.7166 |
295
+ | No log | 9.76 | 488 | 0.5308 | 0.5326 | 0.5308 | 0.7286 |
296
+ | No log | 9.8 | 490 | 0.5247 | 0.4979 | 0.5247 | 0.7243 |
297
+ | No log | 9.84 | 492 | 0.4692 | 0.5177 | 0.4692 | 0.6850 |
298
+ | No log | 9.88 | 494 | 0.4393 | 0.6502 | 0.4393 | 0.6628 |
299
+ | No log | 9.92 | 496 | 0.4456 | 0.6266 | 0.4456 | 0.6675 |
300
+ | No log | 9.96 | 498 | 0.4996 | 0.4911 | 0.4996 | 0.7068 |
301
+ | 0.2896 | 10.0 | 500 | 0.5391 | 0.4409 | 0.5391 | 0.7343 |
302
+ | 0.2896 | 10.04 | 502 | 0.5128 | 0.4491 | 0.5128 | 0.7161 |
303
+ | 0.2896 | 10.08 | 504 | 0.4647 | 0.5698 | 0.4647 | 0.6817 |
304
+ | 0.2896 | 10.12 | 506 | 0.4524 | 0.6037 | 0.4524 | 0.6726 |
305
+ | 0.2896 | 10.16 | 508 | 0.4511 | 0.6266 | 0.4511 | 0.6716 |
306
+ | 0.2896 | 10.2 | 510 | 0.4797 | 0.5403 | 0.4797 | 0.6926 |
307
+ | 0.2896 | 10.24 | 512 | 0.5461 | 0.4961 | 0.5461 | 0.7390 |
308
+ | 0.2896 | 10.28 | 514 | 0.5873 | 0.4880 | 0.5873 | 0.7663 |
309
+ | 0.2896 | 10.32 | 516 | 0.5201 | 0.5570 | 0.5201 | 0.7212 |
310
+ | 0.2896 | 10.36 | 518 | 0.4659 | 0.5851 | 0.4659 | 0.6826 |
311
+ | 0.2896 | 10.4 | 520 | 0.4663 | 0.6174 | 0.4663 | 0.6829 |
312
+ | 0.2896 | 10.44 | 522 | 0.5073 | 0.5787 | 0.5073 | 0.7123 |
313
+ | 0.2896 | 10.48 | 524 | 0.5995 | 0.5204 | 0.5995 | 0.7742 |
314
+ | 0.2896 | 10.52 | 526 | 0.7037 | 0.4437 | 0.7037 | 0.8389 |
315
+ | 0.2896 | 10.56 | 528 | 0.7370 | 0.4378 | 0.7370 | 0.8585 |
316
+ | 0.2896 | 10.6 | 530 | 0.6492 | 0.4462 | 0.6492 | 0.8057 |
317
+ | 0.2896 | 10.64 | 532 | 0.5256 | 0.5190 | 0.5256 | 0.7250 |
318
+ | 0.2896 | 10.68 | 534 | 0.4712 | 0.5614 | 0.4712 | 0.6864 |
319
+ | 0.2896 | 10.72 | 536 | 0.4620 | 0.5852 | 0.4620 | 0.6797 |
320
+ | 0.2896 | 10.76 | 538 | 0.4790 | 0.5111 | 0.4790 | 0.6921 |
321
+ | 0.2896 | 10.8 | 540 | 0.4952 | 0.4845 | 0.4952 | 0.7037 |
322
+ | 0.2896 | 10.84 | 542 | 0.5014 | 0.5500 | 0.5014 | 0.7081 |
323
+ | 0.2896 | 10.88 | 544 | 0.5124 | 0.5245 | 0.5124 | 0.7158 |
324
+ | 0.2896 | 10.92 | 546 | 0.5135 | 0.4981 | 0.5135 | 0.7166 |
325
+ | 0.2896 | 10.96 | 548 | 0.5040 | 0.5245 | 0.5040 | 0.7099 |
326
+ | 0.2896 | 11.0 | 550 | 0.4748 | 0.5766 | 0.4748 | 0.6890 |
327
+ | 0.2896 | 11.04 | 552 | 0.4516 | 0.6502 | 0.4516 | 0.6720 |
328
+ | 0.2896 | 11.08 | 554 | 0.4484 | 0.6389 | 0.4484 | 0.6696 |
329
+ | 0.2896 | 11.12 | 556 | 0.4531 | 0.6045 | 0.4531 | 0.6731 |
330
+ | 0.2896 | 11.16 | 558 | 0.4970 | 0.4845 | 0.4970 | 0.7050 |
331
+ | 0.2896 | 11.2 | 560 | 0.5389 | 0.4569 | 0.5389 | 0.7341 |
332
+ | 0.2896 | 11.24 | 562 | 0.5811 | 0.4307 | 0.5811 | 0.7623 |
333
+ | 0.2896 | 11.28 | 564 | 0.6549 | 0.4568 | 0.6549 | 0.8093 |
334
+ | 0.2896 | 11.32 | 566 | 0.6766 | 0.4432 | 0.6766 | 0.8226 |
335
+ | 0.2896 | 11.36 | 568 | 0.6513 | 0.4268 | 0.6513 | 0.8071 |
336
+ | 0.2896 | 11.4 | 570 | 0.5741 | 0.5373 | 0.5741 | 0.7577 |
337
+ | 0.2896 | 11.44 | 572 | 0.5555 | 0.5576 | 0.5555 | 0.7453 |
338
+ | 0.2896 | 11.48 | 574 | 0.5083 | 0.5468 | 0.5083 | 0.7130 |
339
+ | 0.2896 | 11.52 | 576 | 0.5043 | 0.5692 | 0.5043 | 0.7101 |
340
+ | 0.2896 | 11.56 | 578 | 0.5089 | 0.6011 | 0.5089 | 0.7134 |
341
+ | 0.2896 | 11.6 | 580 | 0.4703 | 0.6702 | 0.4703 | 0.6858 |
342
+ | 0.2896 | 11.64 | 582 | 0.4454 | 0.6841 | 0.4454 | 0.6674 |
343
+ | 0.2896 | 11.68 | 584 | 0.4434 | 0.6736 | 0.4434 | 0.6659 |
344
+ | 0.2896 | 11.72 | 586 | 0.4573 | 0.6388 | 0.4573 | 0.6762 |
345
+ | 0.2896 | 11.76 | 588 | 0.5646 | 0.4741 | 0.5646 | 0.7514 |
346
+ | 0.2896 | 11.8 | 590 | 0.6749 | 0.4204 | 0.6749 | 0.8215 |
347
+ | 0.2896 | 11.84 | 592 | 0.6677 | 0.4268 | 0.6677 | 0.8171 |
348
+ | 0.2896 | 11.88 | 594 | 0.5809 | 0.4961 | 0.5809 | 0.7622 |
349
+ | 0.2896 | 11.92 | 596 | 0.5116 | 0.5880 | 0.5116 | 0.7152 |
350
+ | 0.2896 | 11.96 | 598 | 0.4471 | 0.6045 | 0.4471 | 0.6687 |
351
+ | 0.2896 | 12.0 | 600 | 0.4341 | 0.6807 | 0.4341 | 0.6589 |
352
+ | 0.2896 | 12.04 | 602 | 0.4475 | 0.6797 | 0.4475 | 0.6689 |
353
+ | 0.2896 | 12.08 | 604 | 0.5029 | 0.5431 | 0.5029 | 0.7091 |
354
+ | 0.2896 | 12.12 | 606 | 0.5402 | 0.5231 | 0.5402 | 0.7349 |
355
+ | 0.2896 | 12.16 | 608 | 0.6093 | 0.4597 | 0.6093 | 0.7806 |
356
+ | 0.2896 | 12.2 | 610 | 0.6552 | 0.4142 | 0.6552 | 0.8094 |
357
+ | 0.2896 | 12.24 | 612 | 0.6775 | 0.4142 | 0.6775 | 0.8231 |
358
+ | 0.2896 | 12.28 | 614 | 0.5956 | 0.4880 | 0.5956 | 0.7718 |
359
+ | 0.2896 | 12.32 | 616 | 0.4857 | 0.6159 | 0.4857 | 0.6969 |
360
+ | 0.2896 | 12.36 | 618 | 0.4383 | 0.6490 | 0.4383 | 0.6621 |
361
+ | 0.2896 | 12.4 | 620 | 0.4247 | 0.6832 | 0.4247 | 0.6517 |
362
+ | 0.2896 | 12.44 | 622 | 0.4219 | 0.7726 | 0.4219 | 0.6495 |
363
+ | 0.2896 | 12.48 | 624 | 0.4288 | 0.7479 | 0.4288 | 0.6549 |
364
+ | 0.2896 | 12.52 | 626 | 0.4678 | 0.5895 | 0.4678 | 0.6840 |
365
+ | 0.2896 | 12.56 | 628 | 0.5313 | 0.5155 | 0.5313 | 0.7289 |
366
+ | 0.2896 | 12.6 | 630 | 0.5849 | 0.4735 | 0.5849 | 0.7648 |
367
+ | 0.2896 | 12.64 | 632 | 0.6519 | 0.4204 | 0.6519 | 0.8074 |
368
+ | 0.2896 | 12.68 | 634 | 0.6370 | 0.4528 | 0.6370 | 0.7981 |
369
+ | 0.2896 | 12.72 | 636 | 0.5840 | 0.4568 | 0.5840 | 0.7642 |
370
+ | 0.2896 | 12.76 | 638 | 0.5021 | 0.4749 | 0.5021 | 0.7086 |
371
+ | 0.2896 | 12.8 | 640 | 0.4722 | 0.5111 | 0.4722 | 0.6871 |
372
+ | 0.2896 | 12.84 | 642 | 0.4683 | 0.5551 | 0.4683 | 0.6844 |
373
+ | 0.2896 | 12.88 | 644 | 0.4560 | 0.5597 | 0.4560 | 0.6752 |
374
+ | 0.2896 | 12.92 | 646 | 0.4499 | 0.5597 | 0.4499 | 0.6708 |
375
+ | 0.2896 | 12.96 | 648 | 0.4382 | 0.5551 | 0.4382 | 0.6620 |
376
+ | 0.2896 | 13.0 | 650 | 0.4474 | 0.5551 | 0.4474 | 0.6689 |
377
+ | 0.2896 | 13.04 | 652 | 0.4755 | 0.5452 | 0.4755 | 0.6896 |
378
+ | 0.2896 | 13.08 | 654 | 0.4778 | 0.5017 | 0.4778 | 0.6912 |
379
+ | 0.2896 | 13.12 | 656 | 0.4502 | 0.5500 | 0.4502 | 0.6710 |
380
+ | 0.2896 | 13.16 | 658 | 0.4560 | 0.5500 | 0.4560 | 0.6753 |
381
+ | 0.2896 | 13.2 | 660 | 0.4573 | 0.5500 | 0.4573 | 0.6763 |
382
+ | 0.2896 | 13.24 | 662 | 0.4984 | 0.5275 | 0.4984 | 0.7060 |
383
+ | 0.2896 | 13.28 | 664 | 0.4873 | 0.5107 | 0.4873 | 0.6981 |
384
+ | 0.2896 | 13.32 | 666 | 0.4213 | 0.6712 | 0.4213 | 0.6490 |
385
+ | 0.2896 | 13.36 | 668 | 0.4044 | 0.7333 | 0.4044 | 0.6359 |
386
+ | 0.2896 | 13.4 | 670 | 0.4067 | 0.7236 | 0.4067 | 0.6378 |
387
+ | 0.2896 | 13.44 | 672 | 0.4119 | 0.7656 | 0.4119 | 0.6418 |
388
+ | 0.2896 | 13.48 | 674 | 0.4767 | 0.5712 | 0.4767 | 0.6904 |
389
+ | 0.2896 | 13.52 | 676 | 0.6270 | 0.4204 | 0.6270 | 0.7918 |
390
+ | 0.2896 | 13.56 | 678 | 0.7207 | 0.3867 | 0.7207 | 0.8489 |
391
+ | 0.2896 | 13.6 | 680 | 0.6889 | 0.4250 | 0.6889 | 0.8300 |
392
+ | 0.2896 | 13.64 | 682 | 0.6001 | 0.4646 | 0.6001 | 0.7747 |
393
+ | 0.2896 | 13.68 | 684 | 0.5087 | 0.5290 | 0.5087 | 0.7132 |
394
+ | 0.2896 | 13.72 | 686 | 0.4720 | 0.5500 | 0.4720 | 0.6870 |
395
+ | 0.2896 | 13.76 | 688 | 0.4601 | 0.5551 | 0.4601 | 0.6783 |
396
+ | 0.2896 | 13.8 | 690 | 0.4735 | 0.6863 | 0.4735 | 0.6881 |
397
+ | 0.2896 | 13.84 | 692 | 0.5543 | 0.5614 | 0.5543 | 0.7445 |
398
+ | 0.2896 | 13.88 | 694 | 0.6493 | 0.4858 | 0.6493 | 0.8058 |
399
+ | 0.2896 | 13.92 | 696 | 0.6630 | 0.4683 | 0.6630 | 0.8143 |
400
+ | 0.2896 | 13.96 | 698 | 0.5715 | 0.5181 | 0.5715 | 0.7560 |
401
+ | 0.2896 | 14.0 | 700 | 0.5119 | 0.5712 | 0.5119 | 0.7155 |
402
+ | 0.2896 | 14.04 | 702 | 0.5047 | 0.5252 | 0.5047 | 0.7105 |
403
+ | 0.2896 | 14.08 | 704 | 0.5341 | 0.4835 | 0.5341 | 0.7308 |
404
+ | 0.2896 | 14.12 | 706 | 0.5745 | 0.4665 | 0.5745 | 0.7579 |
405
+ | 0.2896 | 14.16 | 708 | 0.6068 | 0.4400 | 0.6068 | 0.7789 |
406
+ | 0.2896 | 14.2 | 710 | 0.5478 | 0.5026 | 0.5478 | 0.7401 |
407
+ | 0.2896 | 14.24 | 712 | 0.5019 | 0.5497 | 0.5019 | 0.7085 |
408
+ | 0.2896 | 14.28 | 714 | 0.4485 | 0.6991 | 0.4485 | 0.6697 |
409
+ | 0.2896 | 14.32 | 716 | 0.4483 | 0.6991 | 0.4483 | 0.6695 |
410
+ | 0.2896 | 14.36 | 718 | 0.4633 | 0.6694 | 0.4633 | 0.6806 |
411
+ | 0.2896 | 14.4 | 720 | 0.5224 | 0.5538 | 0.5224 | 0.7228 |
412
+ | 0.2896 | 14.44 | 722 | 0.5503 | 0.5326 | 0.5503 | 0.7418 |
413
+ | 0.2896 | 14.48 | 724 | 0.5148 | 0.5697 | 0.5148 | 0.7175 |
414
+ | 0.2896 | 14.52 | 726 | 0.5185 | 0.5697 | 0.5185 | 0.7200 |
415
+ | 0.2896 | 14.56 | 728 | 0.5056 | 0.5452 | 0.5056 | 0.7111 |
416
+ | 0.2896 | 14.6 | 730 | 0.4739 | 0.5851 | 0.4739 | 0.6884 |
417
+ | 0.2896 | 14.64 | 732 | 0.4711 | 0.6073 | 0.4711 | 0.6864 |
418
+ | 0.2896 | 14.68 | 734 | 0.4943 | 0.5538 | 0.4943 | 0.7030 |
419
+ | 0.2896 | 14.72 | 736 | 0.5179 | 0.5326 | 0.5179 | 0.7197 |
420
+ | 0.2896 | 14.76 | 738 | 0.5081 | 0.5219 | 0.5081 | 0.7128 |
421
+ | 0.2896 | 14.8 | 740 | 0.5226 | 0.5131 | 0.5226 | 0.7229 |
422
+ | 0.2896 | 14.84 | 742 | 0.5544 | 0.5085 | 0.5544 | 0.7446 |
423
+ | 0.2896 | 14.88 | 744 | 0.5867 | 0.5008 | 0.5867 | 0.7659 |
424
+ | 0.2896 | 14.92 | 746 | 0.6346 | 0.4735 | 0.6346 | 0.7966 |
425
+ | 0.2896 | 14.96 | 748 | 0.6185 | 0.4528 | 0.6185 | 0.7865 |
426
+ | 0.2896 | 15.0 | 750 | 0.6032 | 0.4721 | 0.6032 | 0.7767 |
427
+ | 0.2896 | 15.04 | 752 | 0.5651 | 0.4726 | 0.5651 | 0.7517 |
428
+ | 0.2896 | 15.08 | 754 | 0.5325 | 0.5045 | 0.5325 | 0.7297 |
429
+ | 0.2896 | 15.12 | 756 | 0.5373 | 0.4961 | 0.5373 | 0.7330 |
430
+ | 0.2896 | 15.16 | 758 | 0.5839 | 0.4870 | 0.5839 | 0.7642 |
431
+ | 0.2896 | 15.2 | 760 | 0.6011 | 0.4870 | 0.6011 | 0.7753 |
432
+ | 0.2896 | 15.24 | 762 | 0.5742 | 0.4870 | 0.5742 | 0.7577 |
433
+ | 0.2896 | 15.28 | 764 | 0.5176 | 0.5275 | 0.5176 | 0.7194 |
434
+ | 0.2896 | 15.32 | 766 | 0.4854 | 0.5379 | 0.4854 | 0.6967 |
435
+ | 0.2896 | 15.36 | 768 | 0.5003 | 0.5624 | 0.5003 | 0.7073 |
436
+ | 0.2896 | 15.4 | 770 | 0.5346 | 0.5107 | 0.5346 | 0.7312 |
437
+ | 0.2896 | 15.44 | 772 | 0.5619 | 0.5026 | 0.5619 | 0.7496 |
438
+ | 0.2896 | 15.48 | 774 | 0.6039 | 0.4947 | 0.6039 | 0.7771 |
439
+ | 0.2896 | 15.52 | 776 | 0.6181 | 0.4646 | 0.6181 | 0.7862 |
440
+ | 0.2896 | 15.56 | 778 | 0.6505 | 0.4133 | 0.6505 | 0.8065 |
441
+ | 0.2896 | 15.6 | 780 | 0.6523 | 0.3731 | 0.6523 | 0.8077 |
442
+ | 0.2896 | 15.64 | 782 | 0.6413 | 0.3731 | 0.6413 | 0.8008 |
443
+ | 0.2896 | 15.68 | 784 | 0.5748 | 0.4409 | 0.5748 | 0.7581 |
444
+ | 0.2896 | 15.72 | 786 | 0.4918 | 0.5309 | 0.4918 | 0.7013 |
445
+ | 0.2896 | 15.76 | 788 | 0.4600 | 0.6021 | 0.4600 | 0.6782 |
446
+ | 0.2896 | 15.8 | 790 | 0.4476 | 0.6266 | 0.4476 | 0.6690 |
447
+ | 0.2896 | 15.84 | 792 | 0.4708 | 0.5195 | 0.4708 | 0.6861 |
448
+ | 0.2896 | 15.88 | 794 | 0.5331 | 0.5107 | 0.5331 | 0.7301 |
449
+ | 0.2896 | 15.92 | 796 | 0.5526 | 0.5163 | 0.5526 | 0.7433 |
450
+ | 0.2896 | 15.96 | 798 | 0.5715 | 0.4937 | 0.5715 | 0.7560 |
451
+ | 0.2896 | 16.0 | 800 | 0.5879 | 0.4937 | 0.5879 | 0.7667 |
452
+ | 0.2896 | 16.04 | 802 | 0.5724 | 0.5243 | 0.5724 | 0.7566 |
453
+ | 0.2896 | 16.08 | 804 | 0.5389 | 0.4961 | 0.5389 | 0.7341 |
454
+ | 0.2896 | 16.12 | 806 | 0.5428 | 0.4961 | 0.5428 | 0.7367 |
455
+ | 0.2896 | 16.16 | 808 | 0.5504 | 0.4961 | 0.5504 | 0.7419 |
456
+ | 0.2896 | 16.2 | 810 | 0.6055 | 0.4795 | 0.6055 | 0.7781 |
457
+ | 0.2896 | 16.24 | 812 | 0.6741 | 0.4860 | 0.6741 | 0.8210 |
458
+ | 0.2896 | 16.28 | 814 | 0.6796 | 0.4795 | 0.6796 | 0.8244 |
459
+ | 0.2896 | 16.32 | 816 | 0.6181 | 0.4870 | 0.6181 | 0.7862 |
460
+ | 0.2896 | 16.36 | 818 | 0.5436 | 0.5158 | 0.5436 | 0.7373 |
461
+ | 0.2896 | 16.4 | 820 | 0.4978 | 0.5448 | 0.4978 | 0.7056 |
462
+ | 0.2896 | 16.44 | 822 | 0.4955 | 0.5403 | 0.4955 | 0.7039 |
463
+ | 0.2896 | 16.48 | 824 | 0.4858 | 0.5538 | 0.4858 | 0.6970 |
464
+ | 0.2896 | 16.52 | 826 | 0.4712 | 0.6599 | 0.4712 | 0.6864 |
465
+ | 0.2896 | 16.56 | 828 | 0.4874 | 0.6434 | 0.4874 | 0.6982 |
466
+ | 0.2896 | 16.6 | 830 | 0.5228 | 0.5918 | 0.5228 | 0.7230 |
467
+ | 0.2896 | 16.64 | 832 | 0.5586 | 0.5264 | 0.5586 | 0.7474 |
468
+ | 0.2896 | 16.68 | 834 | 0.5397 | 0.5215 | 0.5397 | 0.7347 |
469
+ | 0.2896 | 16.72 | 836 | 0.5133 | 0.5219 | 0.5133 | 0.7164 |
470
+ | 0.2896 | 16.76 | 838 | 0.4880 | 0.5189 | 0.4880 | 0.6986 |
471
+ | 0.2896 | 16.8 | 840 | 0.4742 | 0.5189 | 0.4742 | 0.6886 |
472
+ | 0.2896 | 16.84 | 842 | 0.4821 | 0.5448 | 0.4821 | 0.6943 |
473
+ | 0.2896 | 16.88 | 844 | 0.5292 | 0.5131 | 0.5292 | 0.7275 |
474
+ | 0.2896 | 16.92 | 846 | 0.6054 | 0.5008 | 0.6054 | 0.7781 |
475
+ | 0.2896 | 16.96 | 848 | 0.6240 | 0.4795 | 0.6240 | 0.7899 |
476
+ | 0.2896 | 17.0 | 850 | 0.5677 | 0.5163 | 0.5677 | 0.7534 |
477
+ | 0.2896 | 17.04 | 852 | 0.5250 | 0.5755 | 0.5250 | 0.7246 |
478
+ | 0.2896 | 17.08 | 854 | 0.5162 | 0.5935 | 0.5162 | 0.7184 |
479
+ | 0.2896 | 17.12 | 856 | 0.5013 | 0.5720 | 0.5013 | 0.7080 |
480
+ | 0.2896 | 17.16 | 858 | 0.4931 | 0.5290 | 0.4931 | 0.7022 |
481
+ | 0.2896 | 17.2 | 860 | 0.4979 | 0.5290 | 0.4979 | 0.7057 |
482
+ | 0.2896 | 17.24 | 862 | 0.4984 | 0.5950 | 0.4984 | 0.7060 |
483
+ | 0.2896 | 17.28 | 864 | 0.4982 | 0.5950 | 0.4982 | 0.7058 |
484
+ | 0.2896 | 17.32 | 866 | 0.4975 | 0.5755 | 0.4975 | 0.7053 |
485
+ | 0.2896 | 17.36 | 868 | 0.4818 | 0.5755 | 0.4818 | 0.6941 |
486
+ | 0.2896 | 17.4 | 870 | 0.4892 | 0.5661 | 0.4892 | 0.6994 |
487
+ | 0.2896 | 17.44 | 872 | 0.5242 | 0.5394 | 0.5242 | 0.7240 |
488
+ | 0.2896 | 17.48 | 874 | 0.5758 | 0.4648 | 0.5758 | 0.7588 |
489
+ | 0.2896 | 17.52 | 876 | 0.5686 | 0.4648 | 0.5686 | 0.7541 |
490
+ | 0.2896 | 17.56 | 878 | 0.5213 | 0.5394 | 0.5213 | 0.7220 |
491
+ | 0.2896 | 17.6 | 880 | 0.4619 | 0.5851 | 0.4619 | 0.6796 |
492
+ | 0.2896 | 17.64 | 882 | 0.4587 | 0.5820 | 0.4587 | 0.6773 |
493
+ | 0.2896 | 17.68 | 884 | 0.4865 | 0.5570 | 0.4865 | 0.6975 |
494
+ | 0.2896 | 17.72 | 886 | 0.5612 | 0.5163 | 0.5612 | 0.7491 |
495
+ | 0.2896 | 17.76 | 888 | 0.6309 | 0.4721 | 0.6309 | 0.7943 |
496
+ | 0.2896 | 17.8 | 890 | 0.6871 | 0.4396 | 0.6871 | 0.8289 |
497
+ | 0.2896 | 17.84 | 892 | 0.6447 | 0.4789 | 0.6447 | 0.8029 |
498
+ | 0.2896 | 17.88 | 894 | 0.5486 | 0.5107 | 0.5486 | 0.7407 |
499
+ | 0.2896 | 17.92 | 896 | 0.4736 | 0.6159 | 0.4736 | 0.6882 |
500
+ | 0.2896 | 17.96 | 898 | 0.4613 | 0.6477 | 0.4613 | 0.6792 |
501
+ | 0.2896 | 18.0 | 900 | 0.4812 | 0.5624 | 0.4812 | 0.6937 |
502
+ | 0.2896 | 18.04 | 902 | 0.4925 | 0.5591 | 0.4925 | 0.7018 |
503
+ | 0.2896 | 18.08 | 904 | 0.4777 | 0.5978 | 0.4777 | 0.6912 |
504
+ | 0.2896 | 18.12 | 906 | 0.4480 | 0.6601 | 0.4480 | 0.6693 |
505
+ | 0.2896 | 18.16 | 908 | 0.4239 | 0.7434 | 0.4239 | 0.6511 |
506
+ | 0.2896 | 18.2 | 910 | 0.4141 | 0.6843 | 0.4141 | 0.6435 |
507
+ | 0.2896 | 18.24 | 912 | 0.4121 | 0.7003 | 0.4121 | 0.6419 |
508
+ | 0.2896 | 18.28 | 914 | 0.4486 | 0.6950 | 0.4486 | 0.6698 |
509
+ | 0.2896 | 18.32 | 916 | 0.4943 | 0.6269 | 0.4943 | 0.7030 |
510
+ | 0.2896 | 18.36 | 918 | 0.4954 | 0.6269 | 0.4954 | 0.7039 |
511
+ | 0.2896 | 18.4 | 920 | 0.4546 | 0.6777 | 0.4546 | 0.6742 |
512
+ | 0.2896 | 18.44 | 922 | 0.4390 | 0.6956 | 0.4390 | 0.6625 |
513
+ | 0.2896 | 18.48 | 924 | 0.4289 | 0.7098 | 0.4289 | 0.6549 |
514
+ | 0.2896 | 18.52 | 926 | 0.4310 | 0.6903 | 0.4310 | 0.6565 |
515
+ | 0.2896 | 18.56 | 928 | 0.4478 | 0.6786 | 0.4478 | 0.6692 |
516
+ | 0.2896 | 18.6 | 930 | 0.4801 | 0.6201 | 0.4801 | 0.6929 |
517
+ | 0.2896 | 18.64 | 932 | 0.4946 | 0.5817 | 0.4946 | 0.7033 |
518
+ | 0.2896 | 18.68 | 934 | 0.5186 | 0.5455 | 0.5186 | 0.7202 |
519
+ | 0.2896 | 18.72 | 936 | 0.5726 | 0.5190 | 0.5726 | 0.7567 |
520
+ | 0.2896 | 18.76 | 938 | 0.5872 | 0.5190 | 0.5872 | 0.7663 |
521
+ | 0.2896 | 18.8 | 940 | 0.5280 | 0.5139 | 0.5280 | 0.7267 |
522
+ | 0.2896 | 18.84 | 942 | 0.5072 | 0.5231 | 0.5072 | 0.7122 |
523
+ | 0.2896 | 18.88 | 944 | 0.4531 | 0.6105 | 0.4531 | 0.6732 |
524
+ | 0.2896 | 18.92 | 946 | 0.4216 | 0.7648 | 0.4216 | 0.6493 |
525
+ | 0.2896 | 18.96 | 948 | 0.4066 | 0.7820 | 0.4066 | 0.6377 |
526
+ | 0.2896 | 19.0 | 950 | 0.4035 | 0.7719 | 0.4035 | 0.6352 |
527
+ | 0.2896 | 19.04 | 952 | 0.4085 | 0.7820 | 0.4085 | 0.6391 |
528
+ | 0.2896 | 19.08 | 954 | 0.4508 | 0.6860 | 0.4508 | 0.6714 |
529
+ | 0.2896 | 19.12 | 956 | 0.4818 | 0.5814 | 0.4818 | 0.6941 |
530
+ | 0.2896 | 19.16 | 958 | 0.4763 | 0.5591 | 0.4763 | 0.6902 |
531
+ | 0.2896 | 19.2 | 960 | 0.4697 | 0.5553 | 0.4697 | 0.6853 |
532
+ | 0.2896 | 19.24 | 962 | 0.4998 | 0.5410 | 0.4998 | 0.7070 |
533
+ | 0.2896 | 19.28 | 964 | 0.5339 | 0.5243 | 0.5339 | 0.7307 |
534
+ | 0.2896 | 19.32 | 966 | 0.5320 | 0.5326 | 0.5320 | 0.7294 |
535
+ | 0.2896 | 19.36 | 968 | 0.5056 | 0.5720 | 0.5056 | 0.7110 |
536
+ | 0.2896 | 19.4 | 970 | 0.5197 | 0.5362 | 0.5197 | 0.7209 |
537
+ | 0.2896 | 19.44 | 972 | 0.5403 | 0.5243 | 0.5403 | 0.7351 |
538
+ | 0.2896 | 19.48 | 974 | 0.5723 | 0.5085 | 0.5723 | 0.7565 |
539
+ | 0.2896 | 19.52 | 976 | 0.6427 | 0.4937 | 0.6427 | 0.8017 |
540
+ | 0.2896 | 19.56 | 978 | 0.7336 | 0.4447 | 0.7336 | 0.8565 |
541
+ | 0.2896 | 19.6 | 980 | 0.6632 | 0.5045 | 0.6632 | 0.8144 |
542
+ | 0.2896 | 19.64 | 982 | 0.5511 | 0.5132 | 0.5511 | 0.7424 |
543
+ | 0.2896 | 19.68 | 984 | 0.4564 | 0.6214 | 0.4564 | 0.6756 |
544
+ | 0.2896 | 19.72 | 986 | 0.4311 | 0.6765 | 0.4311 | 0.6566 |
545
+ | 0.2896 | 19.76 | 988 | 0.4128 | 0.7170 | 0.4128 | 0.6425 |
546
+ | 0.2896 | 19.8 | 990 | 0.4121 | 0.6786 | 0.4121 | 0.6419 |
547
+ | 0.2896 | 19.84 | 992 | 0.4295 | 0.6583 | 0.4295 | 0.6554 |
548
+ | 0.2896 | 19.88 | 994 | 0.4541 | 0.6375 | 0.4541 | 0.6739 |
549
+ | 0.2896 | 19.92 | 996 | 0.4950 | 0.6058 | 0.4950 | 0.7036 |
550
+ | 0.2896 | 19.96 | 998 | 0.5380 | 0.5865 | 0.5380 | 0.7335 |
551
+ | 0.0641 | 20.0 | 1000 | 0.5971 | 0.4947 | 0.5971 | 0.7727 |
552
+ | 0.0641 | 20.04 | 1002 | 0.5960 | 0.4947 | 0.5960 | 0.7720 |
553
+ | 0.0641 | 20.08 | 1004 | 0.5609 | 0.5345 | 0.5609 | 0.7489 |
554
+ | 0.0641 | 20.12 | 1006 | 0.5081 | 0.5481 | 0.5081 | 0.7128 |
555
+ | 0.0641 | 20.16 | 1008 | 0.4831 | 0.5481 | 0.4831 | 0.6951 |
556
+ | 0.0641 | 20.2 | 1010 | 0.4825 | 0.5639 | 0.4825 | 0.6946 |
557
+ | 0.0641 | 20.24 | 1012 | 0.5431 | 0.5163 | 0.5431 | 0.7369 |
558
+ | 0.0641 | 20.28 | 1014 | 0.6345 | 0.4462 | 0.6345 | 0.7966 |
559
+ | 0.0641 | 20.32 | 1016 | 0.6271 | 0.4462 | 0.6271 | 0.7919 |
560
+ | 0.0641 | 20.36 | 1018 | 0.5553 | 0.4726 | 0.5553 | 0.7452 |
561
+ | 0.0641 | 20.4 | 1020 | 0.4914 | 0.5091 | 0.4914 | 0.7010 |
562
+ | 0.0641 | 20.44 | 1022 | 0.4858 | 0.5533 | 0.4858 | 0.6970 |
563
+ | 0.0641 | 20.48 | 1024 | 0.5260 | 0.4824 | 0.5260 | 0.7253 |
564
+ | 0.0641 | 20.52 | 1026 | 0.5843 | 0.4144 | 0.5843 | 0.7644 |
565
+ | 0.0641 | 20.56 | 1028 | 0.6156 | 0.4102 | 0.6156 | 0.7846 |
566
+ | 0.0641 | 20.6 | 1030 | 0.5797 | 0.4482 | 0.5797 | 0.7614 |
567
+ | 0.0641 | 20.64 | 1032 | 0.5028 | 0.5481 | 0.5028 | 0.7091 |
568
+ | 0.0641 | 20.68 | 1034 | 0.4404 | 0.6251 | 0.4404 | 0.6636 |
569
+ | 0.0641 | 20.72 | 1036 | 0.4233 | 0.6488 | 0.4233 | 0.6507 |
570
+ | 0.0641 | 20.76 | 1038 | 0.4252 | 0.6717 | 0.4252 | 0.6521 |
571
+ | 0.0641 | 20.8 | 1040 | 0.4575 | 0.6477 | 0.4575 | 0.6764 |
572
+ | 0.0641 | 20.84 | 1042 | 0.4840 | 0.5858 | 0.4840 | 0.6957 |
573
+ | 0.0641 | 20.88 | 1044 | 0.5455 | 0.5132 | 0.5455 | 0.7386 |
574
+ | 0.0641 | 20.92 | 1046 | 0.5553 | 0.5132 | 0.5553 | 0.7452 |
575
+ | 0.0641 | 20.96 | 1048 | 0.4981 | 0.5817 | 0.4981 | 0.7058 |
576
+ | 0.0641 | 21.0 | 1050 | 0.4432 | 0.6368 | 0.4432 | 0.6657 |
577
+ | 0.0641 | 21.04 | 1052 | 0.4425 | 0.6360 | 0.4425 | 0.6652 |
578
+ | 0.0641 | 21.08 | 1054 | 0.4628 | 0.6123 | 0.4628 | 0.6803 |
579
+ | 0.0641 | 21.12 | 1056 | 0.4908 | 0.5374 | 0.4908 | 0.7005 |
580
+ | 0.0641 | 21.16 | 1058 | 0.5335 | 0.5664 | 0.5335 | 0.7304 |
581
+ | 0.0641 | 21.2 | 1060 | 0.5442 | 0.5233 | 0.5442 | 0.7377 |
582
+ | 0.0641 | 21.24 | 1062 | 0.5396 | 0.5292 | 0.5396 | 0.7346 |
583
+ | 0.0641 | 21.28 | 1064 | 0.4936 | 0.6037 | 0.4936 | 0.7026 |
584
+ | 0.0641 | 21.32 | 1066 | 0.4564 | 0.6037 | 0.4564 | 0.6756 |
585
+ | 0.0641 | 21.36 | 1068 | 0.4395 | 0.6368 | 0.4395 | 0.6630 |
586
+ | 0.0641 | 21.4 | 1070 | 0.4277 | 0.6360 | 0.4277 | 0.6540 |
587
+ | 0.0641 | 21.44 | 1072 | 0.4375 | 0.6360 | 0.4375 | 0.6614 |
588
+ | 0.0641 | 21.48 | 1074 | 0.4809 | 0.6273 | 0.4809 | 0.6935 |
589
+ | 0.0641 | 21.52 | 1076 | 0.5721 | 0.4933 | 0.5721 | 0.7564 |
590
+ | 0.0641 | 21.56 | 1078 | 0.6538 | 0.4437 | 0.6538 | 0.8086 |
591
+ | 0.0641 | 21.6 | 1080 | 0.7386 | 0.4321 | 0.7386 | 0.8594 |
592
+ | 0.0641 | 21.64 | 1082 | 0.7344 | 0.4321 | 0.7344 | 0.8570 |
593
+ | 0.0641 | 21.68 | 1084 | 0.6476 | 0.4488 | 0.6476 | 0.8047 |
594
 
595
 
596
  ### Framework versions