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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k15_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_k14_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_k14_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: 0.5024
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- - Qwk: 0.4837
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- - Mse: 0.5024
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- - Rmse: 0.7088
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  ## Model description
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@@ -49,266 +49,269 @@ 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 | 0.0286 | 2 | 2.5764 | -0.0924 | 2.5764 | 1.6051 |
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- | No log | 0.0571 | 4 | 1.0613 | 0.2097 | 1.0613 | 1.0302 |
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- | No log | 0.0857 | 6 | 0.6830 | 0.1372 | 0.6830 | 0.8265 |
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- | No log | 0.1143 | 8 | 0.6625 | 0.0846 | 0.6625 | 0.8139 |
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- | No log | 0.1429 | 10 | 0.6745 | 0.3782 | 0.6745 | 0.8213 |
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- | No log | 0.1714 | 12 | 0.7336 | 0.3008 | 0.7336 | 0.8565 |
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- | No log | 0.2 | 14 | 0.6543 | 0.3976 | 0.6543 | 0.8089 |
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- | No log | 0.2286 | 16 | 0.6221 | 0.4388 | 0.6221 | 0.7887 |
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- | No log | 0.2571 | 18 | 1.0317 | 0.2260 | 1.0317 | 1.0157 |
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- | No log | 0.2857 | 20 | 0.8947 | 0.4429 | 0.8947 | 0.9459 |
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- | No log | 0.3143 | 22 | 0.4931 | 0.4589 | 0.4931 | 0.7022 |
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- | No log | 0.3429 | 24 | 0.4410 | 0.5970 | 0.4410 | 0.6641 |
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- | No log | 0.3714 | 26 | 0.4519 | 0.6395 | 0.4519 | 0.6722 |
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- | No log | 0.4 | 28 | 0.5188 | 0.4832 | 0.5188 | 0.7203 |
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- | No log | 0.4286 | 30 | 0.7835 | 0.4413 | 0.7835 | 0.8851 |
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- | No log | 0.4571 | 32 | 0.8191 | 0.4222 | 0.8191 | 0.9050 |
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- | No log | 0.4857 | 34 | 0.5893 | 0.4569 | 0.5893 | 0.7677 |
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- | No log | 0.5143 | 36 | 0.6116 | 0.5770 | 0.6116 | 0.7821 |
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- | No log | 0.5429 | 38 | 0.7634 | 0.4438 | 0.7634 | 0.8737 |
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- | No log | 0.5714 | 40 | 0.7169 | 0.4175 | 0.7169 | 0.8467 |
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- | No log | 0.6 | 42 | 0.5431 | 0.5597 | 0.5431 | 0.7370 |
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- | No log | 0.6286 | 44 | 0.5202 | 0.5085 | 0.5202 | 0.7213 |
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- | No log | 0.6571 | 46 | 0.5575 | 0.5153 | 0.5575 | 0.7467 |
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- | No log | 0.6857 | 48 | 0.4649 | 0.6010 | 0.4649 | 0.6818 |
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- | No log | 0.7143 | 50 | 0.6390 | 0.4979 | 0.6390 | 0.7994 |
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- | No log | 0.7429 | 52 | 0.7952 | 0.5481 | 0.7952 | 0.8917 |
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- | No log | 0.7714 | 54 | 0.5706 | 0.5591 | 0.5706 | 0.7554 |
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- | No log | 0.8 | 56 | 0.4645 | 0.6027 | 0.4645 | 0.6815 |
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- | No log | 0.8286 | 58 | 0.5620 | 0.4575 | 0.5620 | 0.7496 |
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- | No log | 0.8571 | 60 | 0.5145 | 0.5300 | 0.5145 | 0.7173 |
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- | No log | 0.8857 | 62 | 0.4513 | 0.5731 | 0.4513 | 0.6718 |
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- | No log | 0.9143 | 64 | 0.4454 | 0.5714 | 0.4454 | 0.6674 |
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- | No log | 0.9429 | 66 | 0.5002 | 0.6437 | 0.5002 | 0.7073 |
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- | No log | 0.9714 | 68 | 0.5853 | 0.6075 | 0.5853 | 0.7651 |
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- | No log | 1.0 | 70 | 0.4683 | 0.6649 | 0.4683 | 0.6843 |
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- | No log | 1.0286 | 72 | 0.7428 | 0.5420 | 0.7428 | 0.8618 |
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- | No log | 1.0571 | 74 | 1.0819 | 0.3492 | 1.0819 | 1.0401 |
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- | No log | 1.0857 | 76 | 1.0221 | 0.4220 | 1.0221 | 1.0110 |
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- | No log | 1.1143 | 78 | 0.7472 | 0.4954 | 0.7472 | 0.8644 |
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- | No log | 1.1429 | 80 | 0.5167 | 0.6333 | 0.5167 | 0.7188 |
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- | No log | 1.1714 | 82 | 0.4366 | 0.6489 | 0.4366 | 0.6607 |
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- | No log | 1.2 | 84 | 0.4563 | 0.6434 | 0.4563 | 0.6755 |
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- | No log | 1.2286 | 86 | 0.4430 | 0.6423 | 0.4430 | 0.6656 |
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- | No log | 1.2571 | 88 | 0.4282 | 0.6661 | 0.4282 | 0.6544 |
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- | No log | 1.2857 | 90 | 0.4255 | 0.6229 | 0.4255 | 0.6523 |
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- | No log | 1.3143 | 92 | 0.4176 | 0.6724 | 0.4176 | 0.6462 |
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- | No log | 1.3429 | 94 | 0.4219 | 0.6724 | 0.4219 | 0.6495 |
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- | No log | 1.3714 | 96 | 0.4234 | 0.6716 | 0.4234 | 0.6507 |
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- | No log | 1.4 | 98 | 0.4689 | 0.5947 | 0.4689 | 0.6848 |
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- | No log | 1.4286 | 100 | 0.4571 | 0.5923 | 0.4571 | 0.6761 |
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- | No log | 1.4571 | 102 | 0.4354 | 0.6845 | 0.4354 | 0.6598 |
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- | No log | 1.4857 | 104 | 0.4515 | 0.6852 | 0.4515 | 0.6719 |
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- | No log | 1.5143 | 106 | 0.4706 | 0.6793 | 0.4706 | 0.6860 |
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- | No log | 1.5429 | 108 | 0.5563 | 0.6169 | 0.5563 | 0.7459 |
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- | No log | 1.5714 | 110 | 0.5209 | 0.6132 | 0.5209 | 0.7218 |
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- | No log | 1.6 | 112 | 0.4500 | 0.6526 | 0.4500 | 0.6708 |
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- | No log | 1.6286 | 114 | 0.5045 | 0.5852 | 0.5045 | 0.7102 |
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- | No log | 1.6571 | 116 | 0.4808 | 0.6080 | 0.4808 | 0.6934 |
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- | No log | 1.6857 | 118 | 0.4895 | 0.6017 | 0.4895 | 0.6997 |
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- | No log | 1.7143 | 120 | 0.5789 | 0.5450 | 0.5789 | 0.7608 |
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- | No log | 1.7429 | 122 | 0.4893 | 0.6620 | 0.4893 | 0.6995 |
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- | No log | 1.7714 | 124 | 0.4936 | 0.5409 | 0.4936 | 0.7025 |
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- | No log | 1.8 | 126 | 0.5978 | 0.5542 | 0.5978 | 0.7732 |
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- | No log | 1.8286 | 128 | 0.5020 | 0.5625 | 0.5020 | 0.7085 |
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- | No log | 1.8571 | 130 | 0.4364 | 0.7022 | 0.4364 | 0.6606 |
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- | No log | 1.8857 | 132 | 0.4364 | 0.7032 | 0.4364 | 0.6606 |
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- | No log | 1.9143 | 134 | 0.4802 | 0.5256 | 0.4802 | 0.6929 |
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- | No log | 1.9429 | 136 | 0.5788 | 0.5614 | 0.5788 | 0.7608 |
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- | No log | 1.9714 | 138 | 0.5643 | 0.5916 | 0.5643 | 0.7512 |
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- | No log | 2.0 | 140 | 0.4648 | 0.6286 | 0.4648 | 0.6818 |
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- | No log | 2.0286 | 142 | 0.4688 | 0.6286 | 0.4688 | 0.6847 |
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- | No log | 2.0571 | 144 | 0.5333 | 0.5396 | 0.5333 | 0.7303 |
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- | No log | 2.0857 | 146 | 0.5544 | 0.5639 | 0.5544 | 0.7446 |
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- | No log | 2.1143 | 148 | 0.5990 | 0.5326 | 0.5990 | 0.7739 |
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- | No log | 2.1429 | 150 | 0.4978 | 0.5324 | 0.4978 | 0.7055 |
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- | No log | 2.1714 | 152 | 0.4720 | 0.6970 | 0.4720 | 0.6870 |
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- | No log | 2.2 | 154 | 0.4839 | 0.7062 | 0.4839 | 0.6956 |
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- | No log | 2.2286 | 156 | 0.4858 | 0.5723 | 0.4858 | 0.6970 |
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- | No log | 2.2571 | 158 | 0.6098 | 0.4893 | 0.6098 | 0.7809 |
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- | No log | 2.2857 | 160 | 0.5737 | 0.5040 | 0.5737 | 0.7574 |
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- | No log | 2.3143 | 162 | 0.5204 | 0.4997 | 0.5204 | 0.7214 |
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- | No log | 2.3429 | 164 | 0.4567 | 0.6111 | 0.4567 | 0.6758 |
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- | No log | 2.3714 | 166 | 0.4670 | 0.7256 | 0.4670 | 0.6834 |
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- | No log | 2.4 | 168 | 0.5506 | 0.5190 | 0.5506 | 0.7420 |
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- | No log | 2.4286 | 170 | 0.4933 | 0.6803 | 0.4933 | 0.7024 |
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- | No log | 2.4571 | 172 | 0.4800 | 0.5701 | 0.4800 | 0.6928 |
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- | No log | 2.4857 | 174 | 0.5855 | 0.5428 | 0.5855 | 0.7652 |
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- | No log | 2.5143 | 176 | 0.5552 | 0.5261 | 0.5552 | 0.7451 |
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- | No log | 2.5429 | 178 | 0.4671 | 0.5886 | 0.4671 | 0.6834 |
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- | No log | 2.5714 | 180 | 0.4655 | 0.6761 | 0.4655 | 0.6823 |
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- | No log | 2.6 | 182 | 0.5196 | 0.5706 | 0.5196 | 0.7209 |
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- | No log | 2.6286 | 184 | 0.4972 | 0.6156 | 0.4972 | 0.7052 |
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- | No log | 2.6571 | 186 | 0.4637 | 0.6553 | 0.4637 | 0.6810 |
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- | No log | 2.6857 | 188 | 0.5354 | 0.5433 | 0.5354 | 0.7317 |
146
- | No log | 2.7143 | 190 | 0.6461 | 0.6051 | 0.6461 | 0.8038 |
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- | No log | 2.7429 | 192 | 0.6101 | 0.5871 | 0.6101 | 0.7811 |
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- | No log | 2.7714 | 194 | 0.4906 | 0.6198 | 0.4906 | 0.7004 |
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- | No log | 2.8 | 196 | 0.5069 | 0.6170 | 0.5069 | 0.7120 |
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- | No log | 2.8286 | 198 | 0.5320 | 0.5168 | 0.5320 | 0.7294 |
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- | No log | 2.8571 | 200 | 0.4880 | 0.5918 | 0.4880 | 0.6985 |
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- | No log | 2.8857 | 202 | 0.4710 | 0.6289 | 0.4710 | 0.6863 |
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- | No log | 2.9143 | 204 | 0.4852 | 0.6449 | 0.4852 | 0.6965 |
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- | No log | 2.9429 | 206 | 0.4939 | 0.5872 | 0.4939 | 0.7028 |
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- | No log | 2.9714 | 208 | 0.5151 | 0.5947 | 0.5151 | 0.7177 |
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- | No log | 3.0 | 210 | 0.4860 | 0.6096 | 0.4860 | 0.6971 |
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- | No log | 3.0286 | 212 | 0.4683 | 0.5208 | 0.4683 | 0.6843 |
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- | No log | 3.0571 | 214 | 0.4653 | 0.5765 | 0.4653 | 0.6821 |
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- | No log | 3.0857 | 216 | 0.5067 | 0.5642 | 0.5067 | 0.7118 |
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- | No log | 3.1143 | 218 | 0.5543 | 0.5378 | 0.5543 | 0.7445 |
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- | No log | 3.1429 | 220 | 0.5177 | 0.5738 | 0.5177 | 0.7195 |
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- | No log | 3.1714 | 222 | 0.4579 | 0.6650 | 0.4579 | 0.6767 |
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- | No log | 3.2 | 224 | 0.5391 | 0.5056 | 0.5391 | 0.7342 |
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- | No log | 3.2286 | 226 | 0.5587 | 0.4933 | 0.5587 | 0.7475 |
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- | No log | 3.2571 | 228 | 0.4791 | 0.5937 | 0.4791 | 0.6922 |
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- | No log | 3.2857 | 230 | 0.4642 | 0.6849 | 0.4642 | 0.6813 |
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- | No log | 3.3143 | 232 | 0.4722 | 0.6065 | 0.4722 | 0.6872 |
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- | No log | 3.3429 | 234 | 0.5391 | 0.4951 | 0.5391 | 0.7342 |
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- | No log | 3.3714 | 236 | 0.5436 | 0.5173 | 0.5436 | 0.7373 |
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- | No log | 3.4 | 238 | 0.5129 | 0.6096 | 0.5129 | 0.7162 |
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- | No log | 3.4286 | 240 | 0.5213 | 0.6127 | 0.5213 | 0.7220 |
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- | No log | 3.4571 | 242 | 0.5077 | 0.6388 | 0.5077 | 0.7125 |
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- | No log | 3.4857 | 244 | 0.4967 | 0.6313 | 0.4967 | 0.7048 |
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- | No log | 3.5143 | 246 | 0.4829 | 0.6305 | 0.4829 | 0.6949 |
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- | No log | 3.5429 | 248 | 0.4644 | 0.6542 | 0.4644 | 0.6815 |
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- | No log | 3.5714 | 250 | 0.4786 | 0.5831 | 0.4786 | 0.6918 |
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- | No log | 3.6 | 252 | 0.4866 | 0.6058 | 0.4866 | 0.6975 |
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- | No log | 3.6286 | 254 | 0.4857 | 0.6481 | 0.4857 | 0.6969 |
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- | No log | 3.6571 | 256 | 0.5175 | 0.6127 | 0.5175 | 0.7194 |
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- | No log | 3.6857 | 258 | 0.4949 | 0.5797 | 0.4949 | 0.7035 |
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- | No log | 3.7143 | 260 | 0.4901 | 0.5218 | 0.4901 | 0.7001 |
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- | No log | 3.7429 | 262 | 0.5351 | 0.5499 | 0.5351 | 0.7315 |
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- | No log | 3.7714 | 264 | 0.5133 | 0.5756 | 0.5133 | 0.7164 |
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- | No log | 3.8 | 266 | 0.5098 | 0.5231 | 0.5098 | 0.7140 |
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- | No log | 3.8286 | 268 | 0.5263 | 0.5781 | 0.5263 | 0.7254 |
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- | No log | 3.8571 | 270 | 0.5103 | 0.4991 | 0.5103 | 0.7144 |
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- | No log | 3.8857 | 272 | 0.5186 | 0.5150 | 0.5186 | 0.7202 |
188
- | No log | 3.9143 | 274 | 0.5192 | 0.5089 | 0.5192 | 0.7205 |
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- | No log | 3.9429 | 276 | 0.5270 | 0.5390 | 0.5270 | 0.7260 |
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- | No log | 3.9714 | 278 | 0.6483 | 0.4909 | 0.6483 | 0.8052 |
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- | No log | 4.0 | 280 | 0.6729 | 0.5122 | 0.6729 | 0.8203 |
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- | No log | 4.0286 | 282 | 0.5751 | 0.5569 | 0.5751 | 0.7583 |
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- | No log | 4.0571 | 284 | 0.5180 | 0.4463 | 0.5180 | 0.7197 |
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- | No log | 4.0857 | 286 | 0.5776 | 0.5104 | 0.5776 | 0.7600 |
195
- | No log | 4.1143 | 288 | 0.6001 | 0.5237 | 0.6001 | 0.7747 |
196
- | No log | 4.1429 | 290 | 0.5714 | 0.5437 | 0.5714 | 0.7559 |
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- | No log | 4.1714 | 292 | 0.5336 | 0.5095 | 0.5336 | 0.7305 |
198
- | No log | 4.2 | 294 | 0.5122 | 0.6096 | 0.5122 | 0.7156 |
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- | No log | 4.2286 | 296 | 0.4947 | 0.6096 | 0.4947 | 0.7033 |
200
- | No log | 4.2571 | 298 | 0.5234 | 0.5577 | 0.5234 | 0.7235 |
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- | No log | 4.2857 | 300 | 0.5200 | 0.5485 | 0.5200 | 0.7211 |
202
- | No log | 4.3143 | 302 | 0.4740 | 0.6214 | 0.4740 | 0.6885 |
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- | No log | 4.3429 | 304 | 0.4882 | 0.6609 | 0.4882 | 0.6987 |
204
- | No log | 4.3714 | 306 | 0.5344 | 0.5090 | 0.5344 | 0.7310 |
205
- | No log | 4.4 | 308 | 0.5489 | 0.5421 | 0.5489 | 0.7409 |
206
- | No log | 4.4286 | 310 | 0.5122 | 0.6084 | 0.5122 | 0.7157 |
207
- | No log | 4.4571 | 312 | 0.5061 | 0.6427 | 0.5061 | 0.7114 |
208
- | No log | 4.4857 | 314 | 0.5022 | 0.6904 | 0.5022 | 0.7086 |
209
- | No log | 4.5143 | 316 | 0.5036 | 0.6815 | 0.5036 | 0.7096 |
210
- | No log | 4.5429 | 318 | 0.4935 | 0.6438 | 0.4935 | 0.7025 |
211
- | No log | 4.5714 | 320 | 0.4713 | 0.6542 | 0.4713 | 0.6865 |
212
- | No log | 4.6 | 322 | 0.4669 | 0.5768 | 0.4669 | 0.6833 |
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- | No log | 4.6286 | 324 | 0.4639 | 0.5768 | 0.4639 | 0.6811 |
214
- | No log | 4.6571 | 326 | 0.4614 | 0.6330 | 0.4614 | 0.6793 |
215
- | No log | 4.6857 | 328 | 0.4733 | 0.6491 | 0.4733 | 0.6879 |
216
- | No log | 4.7143 | 330 | 0.4851 | 0.6772 | 0.4851 | 0.6965 |
217
- | No log | 4.7429 | 332 | 0.4915 | 0.6772 | 0.4915 | 0.7011 |
218
- | No log | 4.7714 | 334 | 0.4926 | 0.6763 | 0.4926 | 0.7018 |
219
- | No log | 4.8 | 336 | 0.4819 | 0.6087 | 0.4819 | 0.6942 |
220
- | No log | 4.8286 | 338 | 0.4734 | 0.6255 | 0.4734 | 0.6881 |
221
- | No log | 4.8571 | 340 | 0.4825 | 0.5648 | 0.4825 | 0.6947 |
222
- | No log | 4.8857 | 342 | 0.5021 | 0.5550 | 0.5021 | 0.7086 |
223
- | No log | 4.9143 | 344 | 0.5024 | 0.5648 | 0.5024 | 0.7088 |
224
- | No log | 4.9429 | 346 | 0.4916 | 0.5095 | 0.4916 | 0.7011 |
225
- | No log | 4.9714 | 348 | 0.4983 | 0.5815 | 0.4983 | 0.7059 |
226
- | No log | 5.0 | 350 | 0.5029 | 0.5584 | 0.5029 | 0.7092 |
227
- | No log | 5.0286 | 352 | 0.5266 | 0.5528 | 0.5266 | 0.7257 |
228
- | No log | 5.0571 | 354 | 0.5589 | 0.6022 | 0.5589 | 0.7476 |
229
- | No log | 5.0857 | 356 | 0.5317 | 0.5966 | 0.5317 | 0.7292 |
230
- | No log | 5.1143 | 358 | 0.5112 | 0.6007 | 0.5112 | 0.7149 |
231
- | No log | 5.1429 | 360 | 0.5007 | 0.5707 | 0.5007 | 0.7076 |
232
- | No log | 5.1714 | 362 | 0.5105 | 0.4985 | 0.5105 | 0.7145 |
233
- | No log | 5.2 | 364 | 0.5990 | 0.4093 | 0.5990 | 0.7739 |
234
- | No log | 5.2286 | 366 | 0.6036 | 0.4144 | 0.6036 | 0.7769 |
235
- | No log | 5.2571 | 368 | 0.5293 | 0.5053 | 0.5293 | 0.7275 |
236
- | No log | 5.2857 | 370 | 0.5043 | 0.5022 | 0.5043 | 0.7102 |
237
- | No log | 5.3143 | 372 | 0.5141 | 0.5071 | 0.5141 | 0.7170 |
238
- | No log | 5.3429 | 374 | 0.5497 | 0.5093 | 0.5497 | 0.7414 |
239
- | No log | 5.3714 | 376 | 0.6263 | 0.4967 | 0.6263 | 0.7914 |
240
- | No log | 5.4 | 378 | 0.5747 | 0.5076 | 0.5747 | 0.7581 |
241
- | No log | 5.4286 | 380 | 0.5133 | 0.5053 | 0.5133 | 0.7165 |
242
- | No log | 5.4571 | 382 | 0.5013 | 0.5289 | 0.5013 | 0.7080 |
243
- | No log | 5.4857 | 384 | 0.4920 | 0.5379 | 0.4920 | 0.7014 |
244
- | No log | 5.5143 | 386 | 0.4914 | 0.5344 | 0.4914 | 0.7010 |
245
- | No log | 5.5429 | 388 | 0.4889 | 0.5861 | 0.4889 | 0.6992 |
246
- | No log | 5.5714 | 390 | 0.4895 | 0.5781 | 0.4895 | 0.6996 |
247
- | No log | 5.6 | 392 | 0.4845 | 0.5956 | 0.4845 | 0.6960 |
248
- | No log | 5.6286 | 394 | 0.5240 | 0.5872 | 0.5240 | 0.7239 |
249
- | No log | 5.6571 | 396 | 0.5875 | 0.5700 | 0.5875 | 0.7665 |
250
- | No log | 5.6857 | 398 | 0.6059 | 0.5508 | 0.6059 | 0.7784 |
251
- | No log | 5.7143 | 400 | 0.5300 | 0.4984 | 0.5300 | 0.7280 |
252
- | No log | 5.7429 | 402 | 0.4975 | 0.5344 | 0.4975 | 0.7053 |
253
- | No log | 5.7714 | 404 | 0.4981 | 0.5117 | 0.4981 | 0.7058 |
254
- | No log | 5.8 | 406 | 0.5195 | 0.5438 | 0.5195 | 0.7208 |
255
- | No log | 5.8286 | 408 | 0.5070 | 0.5656 | 0.5070 | 0.7120 |
256
- | No log | 5.8571 | 410 | 0.5843 | 0.4862 | 0.5843 | 0.7644 |
257
- | No log | 5.8857 | 412 | 0.6310 | 0.4536 | 0.6310 | 0.7944 |
258
- | No log | 5.9143 | 414 | 0.5780 | 0.5015 | 0.5780 | 0.7603 |
259
- | No log | 5.9429 | 416 | 0.5227 | 0.4768 | 0.5227 | 0.7229 |
260
- | No log | 5.9714 | 418 | 0.5650 | 0.5422 | 0.5650 | 0.7517 |
261
- | No log | 6.0 | 420 | 0.6063 | 0.5368 | 0.6063 | 0.7786 |
262
- | No log | 6.0286 | 422 | 0.5726 | 0.5422 | 0.5726 | 0.7567 |
263
- | No log | 6.0571 | 424 | 0.5626 | 0.4402 | 0.5626 | 0.7501 |
264
- | No log | 6.0857 | 426 | 0.5761 | 0.5109 | 0.5761 | 0.7590 |
265
- | No log | 6.1143 | 428 | 0.5867 | 0.5032 | 0.5867 | 0.7660 |
266
- | No log | 6.1429 | 430 | 0.5476 | 0.5404 | 0.5476 | 0.7400 |
267
- | No log | 6.1714 | 432 | 0.5353 | 0.4240 | 0.5353 | 0.7316 |
268
- | No log | 6.2 | 434 | 0.5434 | 0.5028 | 0.5434 | 0.7371 |
269
- | No log | 6.2286 | 436 | 0.5287 | 0.4505 | 0.5287 | 0.7271 |
270
- | No log | 6.2571 | 438 | 0.5229 | 0.5404 | 0.5229 | 0.7231 |
271
- | No log | 6.2857 | 440 | 0.5676 | 0.4945 | 0.5676 | 0.7534 |
272
- | No log | 6.3143 | 442 | 0.5932 | 0.4451 | 0.5932 | 0.7702 |
273
- | No log | 6.3429 | 444 | 0.5592 | 0.4945 | 0.5592 | 0.7478 |
274
- | No log | 6.3714 | 446 | 0.5250 | 0.4837 | 0.5250 | 0.7246 |
275
- | No log | 6.4 | 448 | 0.5185 | 0.4788 | 0.5185 | 0.7200 |
276
- | No log | 6.4286 | 450 | 0.5251 | 0.5042 | 0.5251 | 0.7246 |
277
- | No log | 6.4571 | 452 | 0.5446 | 0.4171 | 0.5446 | 0.7379 |
278
- | No log | 6.4857 | 454 | 0.5968 | 0.4568 | 0.5968 | 0.7725 |
279
- | No log | 6.5143 | 456 | 0.6205 | 0.4701 | 0.6205 | 0.7877 |
280
- | No log | 6.5429 | 458 | 0.5721 | 0.5015 | 0.5721 | 0.7564 |
281
- | No log | 6.5714 | 460 | 0.5284 | 0.3890 | 0.5284 | 0.7269 |
282
- | No log | 6.6 | 462 | 0.5247 | 0.4217 | 0.5247 | 0.7244 |
283
- | No log | 6.6286 | 464 | 0.5373 | 0.5319 | 0.5373 | 0.7330 |
284
- | No log | 6.6571 | 466 | 0.5342 | 0.5596 | 0.5342 | 0.7309 |
285
- | No log | 6.6857 | 468 | 0.5452 | 0.4985 | 0.5452 | 0.7384 |
286
- | No log | 6.7143 | 470 | 0.6078 | 0.4484 | 0.6078 | 0.7796 |
287
- | No log | 6.7429 | 472 | 0.7134 | 0.4385 | 0.7134 | 0.8446 |
288
- | No log | 6.7714 | 474 | 0.7136 | 0.4438 | 0.7136 | 0.8448 |
289
- | No log | 6.8 | 476 | 0.6009 | 0.4239 | 0.6009 | 0.7752 |
290
- | No log | 6.8286 | 478 | 0.5335 | 0.5034 | 0.5335 | 0.7304 |
291
- | No log | 6.8571 | 480 | 0.5104 | 0.4788 | 0.5104 | 0.7144 |
292
- | No log | 6.8857 | 482 | 0.5088 | 0.5446 | 0.5088 | 0.7133 |
293
- | No log | 6.9143 | 484 | 0.5069 | 0.4788 | 0.5069 | 0.7119 |
294
- | No log | 6.9429 | 486 | 0.5068 | 0.4788 | 0.5068 | 0.7119 |
295
- | No log | 6.9714 | 488 | 0.5062 | 0.4788 | 0.5062 | 0.7115 |
296
- | No log | 7.0 | 490 | 0.5056 | 0.4788 | 0.5056 | 0.7110 |
297
- | No log | 7.0286 | 492 | 0.4979 | 0.5042 | 0.4979 | 0.7056 |
298
- | No log | 7.0571 | 494 | 0.4912 | 0.5672 | 0.4912 | 0.7009 |
299
- | No log | 7.0857 | 496 | 0.4954 | 0.6197 | 0.4954 | 0.7039 |
300
- | No log | 7.1143 | 498 | 0.4890 | 0.5042 | 0.4890 | 0.6993 |
301
- | 0.2811 | 7.1429 | 500 | 0.5006 | 0.5344 | 0.5006 | 0.7075 |
302
- | 0.2811 | 7.1714 | 502 | 0.5340 | 0.5034 | 0.5340 | 0.7308 |
303
- | 0.2811 | 7.2 | 504 | 0.5622 | 0.5166 | 0.5622 | 0.7498 |
304
- | 0.2811 | 7.2286 | 506 | 0.6062 | 0.5204 | 0.6062 | 0.7786 |
305
- | 0.2811 | 7.2571 | 508 | 0.5673 | 0.5591 | 0.5673 | 0.7532 |
306
- | 0.2811 | 7.2857 | 510 | 0.5100 | 0.5584 | 0.5100 | 0.7142 |
307
- | 0.2811 | 7.3143 | 512 | 0.4936 | 0.5042 | 0.4936 | 0.7025 |
308
- | 0.2811 | 7.3429 | 514 | 0.4911 | 0.5042 | 0.4911 | 0.7008 |
309
- | 0.2811 | 7.3714 | 516 | 0.4959 | 0.5344 | 0.4959 | 0.7042 |
310
- | 0.2811 | 7.4 | 518 | 0.4938 | 0.5095 | 0.4938 | 0.7027 |
311
- | 0.2811 | 7.4286 | 520 | 0.5024 | 0.4837 | 0.5024 | 0.7088 |
 
 
 
312
 
313
 
314
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k15_task7_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k15_task7_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:
18
+ - Loss: 0.4863
19
+ - Qwk: 0.5166
20
+ - Mse: 0.4863
21
+ - Rmse: 0.6973
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0267 | 2 | 2.6891 | -0.0262 | 2.6891 | 1.6399 |
53
+ | No log | 0.0533 | 4 | 1.9603 | 0.0987 | 1.9603 | 1.4001 |
54
+ | No log | 0.08 | 6 | 1.0422 | 0.1271 | 1.0422 | 1.0209 |
55
+ | No log | 0.1067 | 8 | 0.8651 | -0.0483 | 0.8651 | 0.9301 |
56
+ | No log | 0.1333 | 10 | 0.9843 | -0.0079 | 0.9843 | 0.9921 |
57
+ | No log | 0.16 | 12 | 0.9665 | 0.0208 | 0.9665 | 0.9831 |
58
+ | No log | 0.1867 | 14 | 0.8735 | 0.2527 | 0.8735 | 0.9346 |
59
+ | No log | 0.2133 | 16 | 0.8319 | 0.2345 | 0.8319 | 0.9121 |
60
+ | No log | 0.24 | 18 | 0.8274 | 0.2171 | 0.8274 | 0.9096 |
61
+ | No log | 0.2667 | 20 | 0.8108 | 0.4624 | 0.8108 | 0.9004 |
62
+ | No log | 0.2933 | 22 | 0.7509 | 0.3972 | 0.7509 | 0.8666 |
63
+ | No log | 0.32 | 24 | 0.7332 | 0.3312 | 0.7332 | 0.8563 |
64
+ | No log | 0.3467 | 26 | 0.7208 | 0.2027 | 0.7208 | 0.8490 |
65
+ | No log | 0.3733 | 28 | 0.8265 | -0.0099 | 0.8265 | 0.9091 |
66
+ | No log | 0.4 | 30 | 0.6655 | 0.2270 | 0.6655 | 0.8158 |
67
+ | No log | 0.4267 | 32 | 0.5795 | 0.2751 | 0.5795 | 0.7613 |
68
+ | No log | 0.4533 | 34 | 0.5708 | 0.2751 | 0.5708 | 0.7555 |
69
+ | No log | 0.48 | 36 | 0.5362 | 0.3092 | 0.5362 | 0.7323 |
70
+ | No log | 0.5067 | 38 | 0.6120 | 0.4930 | 0.6120 | 0.7823 |
71
+ | No log | 0.5333 | 40 | 0.7870 | 0.4702 | 0.7870 | 0.8871 |
72
+ | No log | 0.56 | 42 | 0.9655 | 0.3706 | 0.9655 | 0.9826 |
73
+ | No log | 0.5867 | 44 | 0.7912 | 0.4209 | 0.7912 | 0.8895 |
74
+ | No log | 0.6133 | 46 | 0.5007 | 0.6113 | 0.5007 | 0.7076 |
75
+ | No log | 0.64 | 48 | 0.5049 | 0.5657 | 0.5049 | 0.7106 |
76
+ | No log | 0.6667 | 50 | 0.6485 | 0.5093 | 0.6485 | 0.8053 |
77
+ | No log | 0.6933 | 52 | 0.6583 | 0.4687 | 0.6583 | 0.8114 |
78
+ | No log | 0.72 | 54 | 0.5484 | 0.4713 | 0.5484 | 0.7405 |
79
+ | No log | 0.7467 | 56 | 0.5590 | 0.4354 | 0.5590 | 0.7477 |
80
+ | No log | 0.7733 | 58 | 0.6996 | 0.4307 | 0.6996 | 0.8364 |
81
+ | No log | 0.8 | 60 | 0.7437 | 0.4328 | 0.7437 | 0.8624 |
82
+ | No log | 0.8267 | 62 | 0.6392 | 0.4030 | 0.6392 | 0.7995 |
83
+ | No log | 0.8533 | 64 | 0.4864 | 0.4983 | 0.4864 | 0.6974 |
84
+ | No log | 0.88 | 66 | 0.4858 | 0.4838 | 0.4858 | 0.6970 |
85
+ | No log | 0.9067 | 68 | 0.5019 | 0.4838 | 0.5019 | 0.7084 |
86
+ | No log | 0.9333 | 70 | 0.5000 | 0.4052 | 0.5000 | 0.7071 |
87
+ | No log | 0.96 | 72 | 0.5463 | 0.5131 | 0.5463 | 0.7391 |
88
+ | No log | 0.9867 | 74 | 0.6580 | 0.5342 | 0.6580 | 0.8112 |
89
+ | No log | 1.0133 | 76 | 0.6283 | 0.5294 | 0.6283 | 0.7927 |
90
+ | No log | 1.04 | 78 | 0.5385 | 0.5131 | 0.5385 | 0.7338 |
91
+ | No log | 1.0667 | 80 | 0.4826 | 0.5254 | 0.4826 | 0.6947 |
92
+ | No log | 1.0933 | 82 | 0.4665 | 0.6411 | 0.4665 | 0.6830 |
93
+ | No log | 1.12 | 84 | 0.4876 | 0.6441 | 0.4876 | 0.6983 |
94
+ | No log | 1.1467 | 86 | 0.5176 | 0.6430 | 0.5176 | 0.7194 |
95
+ | No log | 1.1733 | 88 | 0.5433 | 0.6499 | 0.5433 | 0.7371 |
96
+ | No log | 1.2 | 90 | 0.5803 | 0.6683 | 0.5803 | 0.7618 |
97
+ | No log | 1.2267 | 92 | 0.6653 | 0.5655 | 0.6653 | 0.8157 |
98
+ | No log | 1.2533 | 94 | 0.8024 | 0.4851 | 0.8024 | 0.8957 |
99
+ | No log | 1.28 | 96 | 0.8181 | 0.4548 | 0.8181 | 0.9045 |
100
+ | No log | 1.3067 | 98 | 0.7155 | 0.5372 | 0.7155 | 0.8459 |
101
+ | No log | 1.3333 | 100 | 0.6336 | 0.5742 | 0.6336 | 0.7960 |
102
+ | No log | 1.3600 | 102 | 0.5543 | 0.6060 | 0.5543 | 0.7445 |
103
+ | No log | 1.3867 | 104 | 0.5920 | 0.6075 | 0.5920 | 0.7694 |
104
+ | No log | 1.4133 | 106 | 0.6968 | 0.5747 | 0.6968 | 0.8347 |
105
+ | No log | 1.44 | 108 | 0.6611 | 0.5579 | 0.6611 | 0.8131 |
106
+ | No log | 1.4667 | 110 | 0.5488 | 0.5898 | 0.5488 | 0.7408 |
107
+ | No log | 1.4933 | 112 | 0.4963 | 0.6241 | 0.4963 | 0.7045 |
108
+ | No log | 1.52 | 114 | 0.4648 | 0.6339 | 0.4648 | 0.6818 |
109
+ | No log | 1.5467 | 116 | 0.4903 | 0.6141 | 0.4903 | 0.7002 |
110
+ | No log | 1.5733 | 118 | 0.4991 | 0.6282 | 0.4991 | 0.7065 |
111
+ | No log | 1.6 | 120 | 0.4762 | 0.6443 | 0.4762 | 0.6901 |
112
+ | No log | 1.6267 | 122 | 0.4793 | 0.6458 | 0.4793 | 0.6923 |
113
+ | No log | 1.6533 | 124 | 0.5093 | 0.5884 | 0.5093 | 0.7136 |
114
+ | No log | 1.6800 | 126 | 0.5132 | 0.5568 | 0.5132 | 0.7164 |
115
+ | No log | 1.7067 | 128 | 0.5545 | 0.5179 | 0.5545 | 0.7447 |
116
+ | No log | 1.7333 | 130 | 0.5678 | 0.5388 | 0.5678 | 0.7535 |
117
+ | No log | 1.76 | 132 | 0.5799 | 0.5839 | 0.5799 | 0.7615 |
118
+ | No log | 1.7867 | 134 | 0.6042 | 0.5518 | 0.6042 | 0.7773 |
119
+ | No log | 1.8133 | 136 | 0.6802 | 0.5903 | 0.6802 | 0.8248 |
120
+ | No log | 1.8400 | 138 | 0.6655 | 0.5903 | 0.6655 | 0.8158 |
121
+ | No log | 1.8667 | 140 | 0.5588 | 0.5810 | 0.5588 | 0.7476 |
122
+ | No log | 1.8933 | 142 | 0.4953 | 0.6505 | 0.4953 | 0.7038 |
123
+ | No log | 1.92 | 144 | 0.5054 | 0.5754 | 0.5054 | 0.7109 |
124
+ | No log | 1.9467 | 146 | 0.4865 | 0.6185 | 0.4865 | 0.6975 |
125
+ | No log | 1.9733 | 148 | 0.6066 | 0.5382 | 0.6066 | 0.7788 |
126
+ | No log | 2.0 | 150 | 0.7646 | 0.4831 | 0.7646 | 0.8744 |
127
+ | No log | 2.0267 | 152 | 0.6587 | 0.4979 | 0.6587 | 0.8116 |
128
+ | No log | 2.0533 | 154 | 0.5019 | 0.6063 | 0.5019 | 0.7084 |
129
+ | No log | 2.08 | 156 | 0.4758 | 0.6145 | 0.4758 | 0.6898 |
130
+ | No log | 2.1067 | 158 | 0.4823 | 0.6239 | 0.4823 | 0.6945 |
131
+ | No log | 2.1333 | 160 | 0.5159 | 0.6124 | 0.5159 | 0.7183 |
132
+ | No log | 2.16 | 162 | 0.5473 | 0.5644 | 0.5473 | 0.7398 |
133
+ | No log | 2.1867 | 164 | 0.5227 | 0.6016 | 0.5227 | 0.7230 |
134
+ | No log | 2.2133 | 166 | 0.4904 | 0.6199 | 0.4904 | 0.7003 |
135
+ | No log | 2.24 | 168 | 0.4690 | 0.5742 | 0.4690 | 0.6848 |
136
+ | No log | 2.2667 | 170 | 0.4630 | 0.6365 | 0.4630 | 0.6804 |
137
+ | No log | 2.2933 | 172 | 0.4947 | 0.5799 | 0.4947 | 0.7034 |
138
+ | No log | 2.32 | 174 | 0.5929 | 0.5947 | 0.5929 | 0.7700 |
139
+ | No log | 2.3467 | 176 | 0.5905 | 0.5813 | 0.5905 | 0.7684 |
140
+ | No log | 2.3733 | 178 | 0.5360 | 0.5511 | 0.5360 | 0.7321 |
141
+ | No log | 2.4 | 180 | 0.4778 | 0.6021 | 0.4778 | 0.6912 |
142
+ | No log | 2.4267 | 182 | 0.4802 | 0.6827 | 0.4802 | 0.6929 |
143
+ | No log | 2.4533 | 184 | 0.5215 | 0.6187 | 0.5215 | 0.7221 |
144
+ | No log | 2.48 | 186 | 0.6997 | 0.4588 | 0.6997 | 0.8365 |
145
+ | No log | 2.5067 | 188 | 0.8259 | 0.4321 | 0.8259 | 0.9088 |
146
+ | No log | 2.5333 | 190 | 0.9421 | 0.4657 | 0.9421 | 0.9706 |
147
+ | No log | 2.56 | 192 | 0.8685 | 0.4427 | 0.8685 | 0.9319 |
148
+ | No log | 2.5867 | 194 | 0.7315 | 0.4687 | 0.7315 | 0.8553 |
149
+ | No log | 2.6133 | 196 | 0.5836 | 0.4036 | 0.5836 | 0.7640 |
150
+ | No log | 2.64 | 198 | 0.5192 | 0.4352 | 0.5192 | 0.7206 |
151
+ | No log | 2.6667 | 200 | 0.4763 | 0.5569 | 0.4763 | 0.6901 |
152
+ | No log | 2.6933 | 202 | 0.4885 | 0.5884 | 0.4885 | 0.6989 |
153
+ | No log | 2.7200 | 204 | 0.5813 | 0.5392 | 0.5813 | 0.7624 |
154
+ | No log | 2.7467 | 206 | 0.6155 | 0.5664 | 0.6155 | 0.7845 |
155
+ | No log | 2.7733 | 208 | 0.5905 | 0.5361 | 0.5905 | 0.7684 |
156
+ | No log | 2.8 | 210 | 0.5109 | 0.5935 | 0.5109 | 0.7148 |
157
+ | No log | 2.8267 | 212 | 0.4576 | 0.5939 | 0.4576 | 0.6764 |
158
+ | No log | 2.8533 | 214 | 0.4567 | 0.5912 | 0.4567 | 0.6758 |
159
+ | No log | 2.88 | 216 | 0.4786 | 0.5577 | 0.4786 | 0.6918 |
160
+ | No log | 2.9067 | 218 | 0.5312 | 0.5497 | 0.5312 | 0.7288 |
161
+ | No log | 2.9333 | 220 | 0.6459 | 0.5460 | 0.6459 | 0.8037 |
162
+ | No log | 2.96 | 222 | 0.7384 | 0.5481 | 0.7384 | 0.8593 |
163
+ | No log | 2.9867 | 224 | 0.6496 | 0.5152 | 0.6496 | 0.8060 |
164
+ | No log | 3.0133 | 226 | 0.5770 | 0.4904 | 0.5770 | 0.7596 |
165
+ | No log | 3.04 | 228 | 0.5088 | 0.6082 | 0.5088 | 0.7133 |
166
+ | No log | 3.0667 | 230 | 0.5071 | 0.4962 | 0.5071 | 0.7121 |
167
+ | No log | 3.0933 | 232 | 0.5594 | 0.4602 | 0.5594 | 0.7479 |
168
+ | No log | 3.12 | 234 | 0.7298 | 0.4784 | 0.7298 | 0.8543 |
169
+ | No log | 3.1467 | 236 | 0.7831 | 0.4533 | 0.7831 | 0.8849 |
170
+ | No log | 3.1733 | 238 | 0.6298 | 0.5008 | 0.6298 | 0.7936 |
171
+ | No log | 3.2 | 240 | 0.5233 | 0.5223 | 0.5233 | 0.7234 |
172
+ | No log | 3.2267 | 242 | 0.4843 | 0.5951 | 0.4843 | 0.6959 |
173
+ | No log | 3.2533 | 244 | 0.4879 | 0.6173 | 0.4879 | 0.6985 |
174
+ | No log | 3.2800 | 246 | 0.5193 | 0.6025 | 0.5193 | 0.7206 |
175
+ | No log | 3.3067 | 248 | 0.5696 | 0.4916 | 0.5696 | 0.7547 |
176
+ | No log | 3.3333 | 250 | 0.6272 | 0.5179 | 0.6272 | 0.7920 |
177
+ | No log | 3.36 | 252 | 0.7808 | 0.5002 | 0.7808 | 0.8836 |
178
+ | No log | 3.3867 | 254 | 0.8536 | 0.4442 | 0.8536 | 0.9239 |
179
+ | No log | 3.4133 | 256 | 0.7518 | 0.4779 | 0.7518 | 0.8670 |
180
+ | No log | 3.44 | 258 | 0.5946 | 0.5293 | 0.5946 | 0.7711 |
181
+ | No log | 3.4667 | 260 | 0.5620 | 0.6038 | 0.5620 | 0.7497 |
182
+ | No log | 3.4933 | 262 | 0.5511 | 0.6404 | 0.5511 | 0.7424 |
183
+ | No log | 3.52 | 264 | 0.5696 | 0.5658 | 0.5696 | 0.7547 |
184
+ | No log | 3.5467 | 266 | 0.6460 | 0.5167 | 0.6460 | 0.8038 |
185
+ | No log | 3.5733 | 268 | 0.7539 | 0.4716 | 0.7539 | 0.8683 |
186
+ | No log | 3.6 | 270 | 0.7422 | 0.4716 | 0.7422 | 0.8615 |
187
+ | No log | 3.6267 | 272 | 0.6939 | 0.4768 | 0.6939 | 0.8330 |
188
+ | No log | 3.6533 | 274 | 0.5856 | 0.5631 | 0.5856 | 0.7652 |
189
+ | No log | 3.68 | 276 | 0.5371 | 0.5758 | 0.5371 | 0.7329 |
190
+ | No log | 3.7067 | 278 | 0.5573 | 0.5845 | 0.5573 | 0.7465 |
191
+ | No log | 3.7333 | 280 | 0.6477 | 0.5167 | 0.6477 | 0.8048 |
192
+ | No log | 3.76 | 282 | 0.7650 | 0.5157 | 0.7650 | 0.8747 |
193
+ | No log | 3.7867 | 284 | 0.7203 | 0.4837 | 0.7203 | 0.8487 |
194
+ | No log | 3.8133 | 286 | 0.6087 | 0.5325 | 0.6087 | 0.7802 |
195
+ | No log | 3.84 | 288 | 0.5101 | 0.5566 | 0.5101 | 0.7142 |
196
+ | No log | 3.8667 | 290 | 0.4883 | 0.6552 | 0.4883 | 0.6988 |
197
+ | No log | 3.8933 | 292 | 0.4811 | 0.5926 | 0.4811 | 0.6936 |
198
+ | No log | 3.92 | 294 | 0.4959 | 0.5574 | 0.4959 | 0.7042 |
199
+ | No log | 3.9467 | 296 | 0.5705 | 0.4980 | 0.5705 | 0.7553 |
200
+ | No log | 3.9733 | 298 | 0.6443 | 0.5387 | 0.6443 | 0.8027 |
201
+ | No log | 4.0 | 300 | 0.6070 | 0.4741 | 0.6070 | 0.7791 |
202
+ | No log | 4.0267 | 302 | 0.5201 | 0.5468 | 0.5201 | 0.7212 |
203
+ | No log | 4.0533 | 304 | 0.4797 | 0.5631 | 0.4797 | 0.6926 |
204
+ | No log | 4.08 | 306 | 0.4649 | 0.6076 | 0.4649 | 0.6819 |
205
+ | No log | 4.1067 | 308 | 0.4704 | 0.5868 | 0.4704 | 0.6858 |
206
+ | No log | 4.1333 | 310 | 0.5336 | 0.5059 | 0.5336 | 0.7305 |
207
+ | No log | 4.16 | 312 | 0.6037 | 0.5139 | 0.6037 | 0.7770 |
208
+ | No log | 4.1867 | 314 | 0.5673 | 0.5350 | 0.5673 | 0.7532 |
209
+ | No log | 4.2133 | 316 | 0.4880 | 0.6210 | 0.4880 | 0.6986 |
210
+ | No log | 4.24 | 318 | 0.4788 | 0.6388 | 0.4788 | 0.6919 |
211
+ | No log | 4.2667 | 320 | 0.4865 | 0.6388 | 0.4865 | 0.6975 |
212
+ | No log | 4.2933 | 322 | 0.5103 | 0.6314 | 0.5103 | 0.7143 |
213
+ | No log | 4.32 | 324 | 0.5257 | 0.6382 | 0.5257 | 0.7250 |
214
+ | No log | 4.3467 | 326 | 0.4993 | 0.6550 | 0.4993 | 0.7066 |
215
+ | No log | 4.3733 | 328 | 0.4672 | 0.6286 | 0.4672 | 0.6836 |
216
+ | No log | 4.4 | 330 | 0.4790 | 0.6100 | 0.4790 | 0.6921 |
217
+ | No log | 4.4267 | 332 | 0.5236 | 0.5484 | 0.5236 | 0.7236 |
218
+ | No log | 4.4533 | 334 | 0.5576 | 0.5123 | 0.5576 | 0.7467 |
219
+ | No log | 4.48 | 336 | 0.5086 | 0.5059 | 0.5086 | 0.7132 |
220
+ | No log | 4.5067 | 338 | 0.4685 | 0.5741 | 0.4685 | 0.6845 |
221
+ | No log | 4.5333 | 340 | 0.4389 | 0.6553 | 0.4389 | 0.6625 |
222
+ | No log | 4.5600 | 342 | 0.4394 | 0.6645 | 0.4394 | 0.6629 |
223
+ | No log | 4.5867 | 344 | 0.4681 | 0.5646 | 0.4681 | 0.6842 |
224
+ | No log | 4.6133 | 346 | 0.4980 | 0.5679 | 0.4980 | 0.7057 |
225
+ | No log | 4.64 | 348 | 0.4763 | 0.5679 | 0.4763 | 0.6901 |
226
+ | No log | 4.6667 | 350 | 0.4717 | 0.5865 | 0.4717 | 0.6868 |
227
+ | No log | 4.6933 | 352 | 0.4603 | 0.5528 | 0.4603 | 0.6784 |
228
+ | No log | 4.72 | 354 | 0.4622 | 0.5559 | 0.4622 | 0.6798 |
229
+ | No log | 4.7467 | 356 | 0.4998 | 0.5395 | 0.4998 | 0.7070 |
230
+ | No log | 4.7733 | 358 | 0.5718 | 0.4887 | 0.5718 | 0.7562 |
231
+ | No log | 4.8 | 360 | 0.6507 | 0.5050 | 0.6507 | 0.8066 |
232
+ | No log | 4.8267 | 362 | 0.7498 | 0.5073 | 0.7498 | 0.8659 |
233
+ | No log | 4.8533 | 364 | 0.7048 | 0.4756 | 0.7048 | 0.8396 |
234
+ | No log | 4.88 | 366 | 0.5864 | 0.3384 | 0.5864 | 0.7658 |
235
+ | No log | 4.9067 | 368 | 0.5312 | 0.4081 | 0.5312 | 0.7288 |
236
+ | No log | 4.9333 | 370 | 0.5175 | 0.4081 | 0.5175 | 0.7194 |
237
+ | No log | 4.96 | 372 | 0.5322 | 0.4408 | 0.5322 | 0.7295 |
238
+ | No log | 4.9867 | 374 | 0.6140 | 0.5007 | 0.6140 | 0.7836 |
239
+ | No log | 5.0133 | 376 | 0.7230 | 0.5242 | 0.7230 | 0.8503 |
240
+ | No log | 5.04 | 378 | 0.7063 | 0.4773 | 0.7063 | 0.8404 |
241
+ | No log | 5.0667 | 380 | 0.5851 | 0.4964 | 0.5851 | 0.7649 |
242
+ | No log | 5.0933 | 382 | 0.4866 | 0.5428 | 0.4866 | 0.6976 |
243
+ | No log | 5.12 | 384 | 0.4636 | 0.5533 | 0.4636 | 0.6809 |
244
+ | No log | 5.1467 | 386 | 0.4809 | 0.5715 | 0.4809 | 0.6935 |
245
+ | No log | 5.1733 | 388 | 0.6198 | 0.5457 | 0.6198 | 0.7873 |
246
+ | No log | 5.2 | 390 | 0.9038 | 0.4755 | 0.9038 | 0.9507 |
247
+ | No log | 5.2267 | 392 | 0.9654 | 0.4699 | 0.9654 | 0.9825 |
248
+ | No log | 5.2533 | 394 | 0.8437 | 0.4699 | 0.8437 | 0.9186 |
249
+ | No log | 5.28 | 396 | 0.6111 | 0.4592 | 0.6111 | 0.7817 |
250
+ | No log | 5.3067 | 398 | 0.4881 | 0.5517 | 0.4881 | 0.6986 |
251
+ | No log | 5.3333 | 400 | 0.4756 | 0.5875 | 0.4756 | 0.6896 |
252
+ | No log | 5.36 | 402 | 0.4773 | 0.6024 | 0.4773 | 0.6909 |
253
+ | No log | 5.3867 | 404 | 0.5194 | 0.5223 | 0.5194 | 0.7207 |
254
+ | No log | 5.4133 | 406 | 0.6801 | 0.5050 | 0.6801 | 0.8247 |
255
+ | No log | 5.44 | 408 | 0.8000 | 0.4655 | 0.8000 | 0.8944 |
256
+ | No log | 5.4667 | 410 | 0.7429 | 0.5139 | 0.7429 | 0.8619 |
257
+ | No log | 5.4933 | 412 | 0.6148 | 0.5008 | 0.6148 | 0.7841 |
258
+ | No log | 5.52 | 414 | 0.5814 | 0.5243 | 0.5814 | 0.7625 |
259
+ | No log | 5.5467 | 416 | 0.5813 | 0.5243 | 0.5813 | 0.7624 |
260
+ | No log | 5.5733 | 418 | 0.5459 | 0.5858 | 0.5459 | 0.7389 |
261
+ | No log | 5.6 | 420 | 0.4971 | 0.5514 | 0.4971 | 0.7051 |
262
+ | No log | 5.6267 | 422 | 0.4860 | 0.5646 | 0.4860 | 0.6971 |
263
+ | No log | 5.6533 | 424 | 0.4977 | 0.5715 | 0.4977 | 0.7055 |
264
+ | No log | 5.68 | 426 | 0.5371 | 0.5957 | 0.5371 | 0.7329 |
265
+ | No log | 5.7067 | 428 | 0.5455 | 0.5524 | 0.5455 | 0.7386 |
266
+ | No log | 5.7333 | 430 | 0.5152 | 0.5223 | 0.5152 | 0.7178 |
267
+ | No log | 5.76 | 432 | 0.4912 | 0.4966 | 0.4912 | 0.7009 |
268
+ | No log | 5.7867 | 434 | 0.4925 | 0.4966 | 0.4925 | 0.7018 |
269
+ | No log | 5.8133 | 436 | 0.5125 | 0.5098 | 0.5125 | 0.7159 |
270
+ | No log | 5.84 | 438 | 0.5402 | 0.5098 | 0.5402 | 0.7350 |
271
+ | No log | 5.8667 | 440 | 0.5344 | 0.5357 | 0.5344 | 0.7310 |
272
+ | No log | 5.8933 | 442 | 0.4912 | 0.5528 | 0.4912 | 0.7008 |
273
+ | No log | 5.92 | 444 | 0.4682 | 0.5404 | 0.4682 | 0.6843 |
274
+ | No log | 5.9467 | 446 | 0.4685 | 0.5404 | 0.4685 | 0.6845 |
275
+ | No log | 5.9733 | 448 | 0.4771 | 0.5840 | 0.4771 | 0.6907 |
276
+ | No log | 6.0 | 450 | 0.4829 | 0.5958 | 0.4829 | 0.6949 |
277
+ | No log | 6.0267 | 452 | 0.5044 | 0.6069 | 0.5044 | 0.7102 |
278
+ | No log | 6.0533 | 454 | 0.5333 | 0.5932 | 0.5333 | 0.7303 |
279
+ | No log | 6.08 | 456 | 0.5314 | 0.6221 | 0.5314 | 0.7290 |
280
+ | No log | 6.1067 | 458 | 0.4930 | 0.5920 | 0.4930 | 0.7022 |
281
+ | No log | 6.1333 | 460 | 0.4778 | 0.5632 | 0.4778 | 0.6912 |
282
+ | No log | 6.16 | 462 | 0.4727 | 0.5485 | 0.4727 | 0.6875 |
283
+ | No log | 6.1867 | 464 | 0.4700 | 0.5868 | 0.4700 | 0.6855 |
284
+ | No log | 6.2133 | 466 | 0.4774 | 0.5437 | 0.4774 | 0.6909 |
285
+ | No log | 6.24 | 468 | 0.5052 | 0.5237 | 0.5052 | 0.7108 |
286
+ | No log | 6.2667 | 470 | 0.5889 | 0.5326 | 0.5889 | 0.7674 |
287
+ | No log | 6.2933 | 472 | 0.6190 | 0.5523 | 0.6190 | 0.7868 |
288
+ | No log | 6.32 | 474 | 0.5694 | 0.5259 | 0.5694 | 0.7546 |
289
+ | No log | 6.3467 | 476 | 0.5116 | 0.5418 | 0.5116 | 0.7153 |
290
+ | No log | 6.3733 | 478 | 0.4576 | 0.5729 | 0.4576 | 0.6765 |
291
+ | No log | 6.4 | 480 | 0.4561 | 0.6092 | 0.4561 | 0.6753 |
292
+ | No log | 6.4267 | 482 | 0.4750 | 0.6434 | 0.4750 | 0.6892 |
293
+ | No log | 6.4533 | 484 | 0.4793 | 0.6092 | 0.4793 | 0.6923 |
294
+ | No log | 6.48 | 486 | 0.4933 | 0.6392 | 0.4933 | 0.7024 |
295
+ | No log | 6.5067 | 488 | 0.5013 | 0.6457 | 0.5013 | 0.7081 |
296
+ | No log | 6.5333 | 490 | 0.4785 | 0.5557 | 0.4785 | 0.6917 |
297
+ | No log | 6.5600 | 492 | 0.4607 | 0.4809 | 0.4607 | 0.6788 |
298
+ | No log | 6.5867 | 494 | 0.4589 | 0.4703 | 0.4589 | 0.6774 |
299
+ | No log | 6.6133 | 496 | 0.4751 | 0.4459 | 0.4751 | 0.6893 |
300
+ | No log | 6.64 | 498 | 0.5118 | 0.5452 | 0.5118 | 0.7154 |
301
+ | 0.3061 | 6.6667 | 500 | 0.5524 | 0.5362 | 0.5524 | 0.7432 |
302
+ | 0.3061 | 6.6933 | 502 | 0.5520 | 0.5275 | 0.5520 | 0.7430 |
303
+ | 0.3061 | 6.72 | 504 | 0.4986 | 0.5601 | 0.4986 | 0.7061 |
304
+ | 0.3061 | 6.7467 | 506 | 0.4568 | 0.5567 | 0.4568 | 0.6759 |
305
+ | 0.3061 | 6.7733 | 508 | 0.4532 | 0.5549 | 0.4532 | 0.6732 |
306
+ | 0.3061 | 6.8 | 510 | 0.4622 | 0.5662 | 0.4622 | 0.6799 |
307
+ | 0.3061 | 6.8267 | 512 | 0.4781 | 0.5404 | 0.4781 | 0.6915 |
308
+ | 0.3061 | 6.8533 | 514 | 0.5192 | 0.6063 | 0.5192 | 0.7206 |
309
+ | 0.3061 | 6.88 | 516 | 0.5012 | 0.5418 | 0.5012 | 0.7080 |
310
+ | 0.3061 | 6.9067 | 518 | 0.4664 | 0.5166 | 0.4664 | 0.6829 |
311
+ | 0.3061 | 6.9333 | 520 | 0.4624 | 0.5327 | 0.4624 | 0.6800 |
312
+ | 0.3061 | 6.96 | 522 | 0.4645 | 0.5166 | 0.4645 | 0.6816 |
313
+ | 0.3061 | 6.9867 | 524 | 0.4623 | 0.5254 | 0.4623 | 0.6799 |
314
+ | 0.3061 | 7.0133 | 526 | 0.4863 | 0.5166 | 0.4863 | 0.6973 |
315
 
316
 
317
  ### Framework versions