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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k13_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_k12_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_k12_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: 0.5049
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- - Qwk: 0.4774
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- - Mse: 0.5049
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- - Rmse: 0.7106
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  ## Model description
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@@ -49,271 +49,291 @@ 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 | 0.0333 | 2 | 2.7443 | -0.0593 | 2.7443 | 1.6566 |
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- | No log | 0.0667 | 4 | 1.2455 | 0.1243 | 1.2455 | 1.1160 |
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- | No log | 0.1 | 6 | 0.7866 | 0.0937 | 0.7866 | 0.8869 |
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- | No log | 0.1333 | 8 | 0.7359 | 0.2012 | 0.7359 | 0.8579 |
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- | No log | 0.1667 | 10 | 0.7198 | 0.1587 | 0.7198 | 0.8484 |
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- | No log | 0.2 | 12 | 0.7381 | 0.2057 | 0.7381 | 0.8591 |
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- | No log | 0.2333 | 14 | 0.7210 | 0.3388 | 0.7210 | 0.8491 |
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- | No log | 0.2667 | 16 | 0.6292 | 0.4018 | 0.6292 | 0.7932 |
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- | No log | 0.3 | 18 | 0.5640 | 0.4211 | 0.5640 | 0.7510 |
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- | No log | 0.3333 | 20 | 0.5344 | 0.4747 | 0.5344 | 0.7310 |
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- | No log | 0.3667 | 22 | 0.5256 | 0.4891 | 0.5256 | 0.7250 |
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- | No log | 0.4 | 24 | 0.6579 | 0.3484 | 0.6579 | 0.8111 |
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- | No log | 0.4333 | 26 | 0.6508 | 0.2880 | 0.6508 | 0.8067 |
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- | No log | 0.4667 | 28 | 0.5148 | 0.4538 | 0.5148 | 0.7175 |
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- | No log | 0.5 | 30 | 0.5906 | 0.5291 | 0.5906 | 0.7685 |
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- | No log | 0.5333 | 32 | 0.5816 | 0.6038 | 0.5816 | 0.7626 |
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- | No log | 0.5667 | 34 | 0.4766 | 0.4774 | 0.4766 | 0.6903 |
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- | No log | 0.6 | 36 | 0.6294 | 0.5069 | 0.6294 | 0.7933 |
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- | No log | 0.6333 | 38 | 0.5651 | 0.4589 | 0.5651 | 0.7517 |
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- | No log | 0.6667 | 40 | 0.4463 | 0.5719 | 0.4463 | 0.6681 |
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- | No log | 0.7 | 42 | 0.5474 | 0.6660 | 0.5474 | 0.7398 |
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- | No log | 0.7333 | 44 | 0.4794 | 0.6070 | 0.4794 | 0.6924 |
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- | No log | 0.7667 | 46 | 0.4765 | 0.4928 | 0.4765 | 0.6903 |
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- | No log | 0.8 | 48 | 0.7770 | 0.4286 | 0.7770 | 0.8815 |
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- | No log | 0.8333 | 50 | 0.7177 | 0.4382 | 0.7177 | 0.8472 |
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- | No log | 0.8667 | 52 | 0.4910 | 0.5042 | 0.4910 | 0.7007 |
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- | No log | 0.9 | 54 | 0.6179 | 0.5624 | 0.6179 | 0.7861 |
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- | No log | 0.9333 | 56 | 0.5443 | 0.5965 | 0.5443 | 0.7378 |
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- | No log | 0.9667 | 58 | 0.5999 | 0.4584 | 0.5999 | 0.7745 |
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- | No log | 1.0 | 60 | 0.9032 | 0.4171 | 0.9032 | 0.9504 |
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- | No log | 1.0333 | 62 | 1.0239 | 0.2701 | 1.0239 | 1.0119 |
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- | No log | 1.0667 | 64 | 0.7845 | 0.4382 | 0.7845 | 0.8857 |
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- | No log | 1.1 | 66 | 0.5105 | 0.4364 | 0.5105 | 0.7145 |
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- | No log | 1.1333 | 68 | 0.6063 | 0.5931 | 0.6063 | 0.7787 |
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- | No log | 1.1667 | 70 | 0.6528 | 0.5358 | 0.6528 | 0.8079 |
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- | No log | 1.2 | 72 | 0.5485 | 0.5802 | 0.5485 | 0.7406 |
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- | No log | 1.2333 | 74 | 0.5178 | 0.4539 | 0.5178 | 0.7196 |
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- | No log | 1.2667 | 76 | 0.6926 | 0.3827 | 0.6926 | 0.8322 |
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- | No log | 1.3 | 78 | 0.7759 | 0.4088 | 0.7759 | 0.8808 |
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- | No log | 1.3333 | 80 | 0.6952 | 0.4238 | 0.6952 | 0.8338 |
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- | No log | 1.3667 | 82 | 0.6120 | 0.5152 | 0.6120 | 0.7823 |
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- | No log | 1.4 | 84 | 0.5489 | 0.5586 | 0.5489 | 0.7409 |
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- | No log | 1.4333 | 86 | 0.5985 | 0.5772 | 0.5985 | 0.7737 |
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- | No log | 1.4667 | 88 | 0.6982 | 0.5231 | 0.6982 | 0.8356 |
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- | No log | 1.5 | 90 | 0.5941 | 0.5036 | 0.5941 | 0.7708 |
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- | No log | 1.5333 | 92 | 0.5467 | 0.4384 | 0.5467 | 0.7394 |
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- | No log | 1.5667 | 94 | 0.5604 | 0.4345 | 0.5604 | 0.7486 |
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- | No log | 1.6 | 96 | 0.5608 | 0.3779 | 0.5608 | 0.7489 |
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- | No log | 1.6333 | 98 | 0.5230 | 0.4918 | 0.5230 | 0.7232 |
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- | No log | 1.6667 | 100 | 0.5245 | 0.5555 | 0.5245 | 0.7242 |
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- | No log | 1.7 | 102 | 0.5121 | 0.5543 | 0.5121 | 0.7156 |
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- | No log | 1.7333 | 104 | 0.5200 | 0.5758 | 0.5200 | 0.7211 |
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- | No log | 1.7667 | 106 | 0.5061 | 0.5397 | 0.5061 | 0.7114 |
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- | No log | 1.8 | 108 | 0.5612 | 0.5212 | 0.5612 | 0.7492 |
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- | No log | 1.8333 | 110 | 0.6204 | 0.5220 | 0.6204 | 0.7876 |
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- | No log | 1.8667 | 112 | 0.5734 | 0.5778 | 0.5734 | 0.7573 |
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- | No log | 1.9 | 114 | 0.5533 | 0.6314 | 0.5533 | 0.7439 |
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- | No log | 1.9333 | 116 | 0.6051 | 0.5819 | 0.6051 | 0.7779 |
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- | No log | 1.9667 | 118 | 0.5886 | 0.5675 | 0.5886 | 0.7672 |
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- | No log | 2.0 | 120 | 0.5254 | 0.6247 | 0.5254 | 0.7248 |
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- | No log | 2.0333 | 122 | 0.5135 | 0.5797 | 0.5135 | 0.7166 |
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- | No log | 2.0667 | 124 | 0.5246 | 0.6247 | 0.5246 | 0.7243 |
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- | No log | 2.1 | 126 | 0.5455 | 0.5836 | 0.5455 | 0.7386 |
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- | No log | 2.1333 | 128 | 0.5382 | 0.5663 | 0.5382 | 0.7336 |
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- | No log | 2.1667 | 130 | 0.5348 | 0.5736 | 0.5348 | 0.7313 |
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- | No log | 2.2 | 132 | 0.4913 | 0.5159 | 0.4913 | 0.7009 |
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- | No log | 2.2333 | 134 | 0.4889 | 0.5577 | 0.4889 | 0.6992 |
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- | No log | 2.2667 | 136 | 0.5143 | 0.6034 | 0.5143 | 0.7171 |
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- | No log | 2.3 | 138 | 0.6536 | 0.4494 | 0.6536 | 0.8084 |
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- | No log | 2.3333 | 140 | 0.6594 | 0.4890 | 0.6594 | 0.8120 |
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- | No log | 2.3667 | 142 | 0.5156 | 0.6395 | 0.5156 | 0.7181 |
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- | No log | 2.4 | 144 | 0.6118 | 0.5739 | 0.6118 | 0.7822 |
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- | No log | 2.4333 | 146 | 0.6845 | 0.5885 | 0.6845 | 0.8273 |
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- | No log | 2.4667 | 148 | 0.7649 | 0.5526 | 0.7649 | 0.8746 |
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- | No log | 2.5 | 150 | 0.6243 | 0.5802 | 0.6243 | 0.7901 |
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- | No log | 2.5333 | 152 | 0.5238 | 0.4576 | 0.5238 | 0.7237 |
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- | No log | 2.5667 | 154 | 0.5172 | 0.4918 | 0.5172 | 0.7192 |
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- | No log | 2.6 | 156 | 0.5310 | 0.4849 | 0.5310 | 0.7287 |
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- | No log | 2.6333 | 158 | 0.5453 | 0.5098 | 0.5453 | 0.7384 |
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- | No log | 2.6667 | 160 | 0.5309 | 0.5286 | 0.5309 | 0.7286 |
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- | No log | 2.7 | 162 | 0.5373 | 0.5655 | 0.5373 | 0.7330 |
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- | No log | 2.7333 | 164 | 0.5741 | 0.5379 | 0.5741 | 0.7577 |
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- | No log | 2.7667 | 166 | 0.5036 | 0.5816 | 0.5036 | 0.7097 |
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- | No log | 2.8 | 168 | 0.4921 | 0.5335 | 0.4921 | 0.7015 |
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- | No log | 2.8333 | 170 | 0.5240 | 0.6092 | 0.5240 | 0.7239 |
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- | No log | 2.8667 | 172 | 0.4612 | 0.5523 | 0.4612 | 0.6791 |
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- | No log | 2.9 | 174 | 0.5436 | 0.5802 | 0.5436 | 0.7373 |
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- | No log | 2.9333 | 176 | 0.6266 | 0.5139 | 0.6266 | 0.7916 |
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- | No log | 2.9667 | 178 | 0.5155 | 0.5379 | 0.5155 | 0.7180 |
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- | No log | 3.0 | 180 | 0.4553 | 0.6339 | 0.4553 | 0.6747 |
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- | No log | 3.0333 | 182 | 0.4626 | 0.5302 | 0.4626 | 0.6801 |
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- | No log | 3.0667 | 184 | 0.4704 | 0.6027 | 0.4704 | 0.6859 |
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- | No log | 3.1 | 186 | 0.4837 | 0.6895 | 0.4837 | 0.6955 |
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- | No log | 3.1333 | 188 | 0.5225 | 0.6078 | 0.5225 | 0.7228 |
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- | No log | 3.1667 | 190 | 0.4948 | 0.6329 | 0.4948 | 0.7034 |
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- | No log | 3.2 | 192 | 0.5000 | 0.5592 | 0.5000 | 0.7071 |
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- | No log | 3.2333 | 194 | 0.5921 | 0.5595 | 0.5921 | 0.7695 |
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- | No log | 3.2667 | 196 | 0.5466 | 0.5883 | 0.5466 | 0.7393 |
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- | No log | 3.3 | 198 | 0.4558 | 0.5335 | 0.4558 | 0.6752 |
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- | No log | 3.3333 | 200 | 0.4473 | 0.6228 | 0.4473 | 0.6688 |
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- | No log | 3.3667 | 202 | 0.4703 | 0.6426 | 0.4703 | 0.6858 |
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- | No log | 3.4 | 204 | 0.4599 | 0.5719 | 0.4599 | 0.6782 |
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- | No log | 3.4333 | 206 | 0.4677 | 0.4991 | 0.4677 | 0.6839 |
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- | No log | 3.4667 | 208 | 0.4747 | 0.5195 | 0.4747 | 0.6890 |
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- | No log | 3.5 | 210 | 0.4834 | 0.4953 | 0.4834 | 0.6953 |
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- | No log | 3.5333 | 212 | 0.5203 | 0.5516 | 0.5203 | 0.7213 |
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- | No log | 3.5667 | 214 | 0.5242 | 0.5516 | 0.5242 | 0.7240 |
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- | No log | 3.6 | 216 | 0.5117 | 0.5362 | 0.5117 | 0.7154 |
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- | No log | 3.6333 | 218 | 0.4879 | 0.6339 | 0.4879 | 0.6985 |
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- | No log | 3.6667 | 220 | 0.5162 | 0.5433 | 0.5162 | 0.7184 |
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- | No log | 3.7 | 222 | 0.5848 | 0.5323 | 0.5848 | 0.7648 |
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- | No log | 3.7333 | 224 | 0.5864 | 0.5323 | 0.5864 | 0.7658 |
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- | No log | 3.7667 | 226 | 0.5882 | 0.5323 | 0.5882 | 0.7669 |
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- | No log | 3.8 | 228 | 0.5128 | 0.5614 | 0.5128 | 0.7161 |
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- | No log | 3.8333 | 230 | 0.5263 | 0.4832 | 0.5263 | 0.7254 |
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- | No log | 3.8667 | 232 | 0.6349 | 0.5129 | 0.6349 | 0.7968 |
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- | No log | 3.9 | 234 | 0.6163 | 0.4904 | 0.6163 | 0.7851 |
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- | No log | 3.9333 | 236 | 0.5228 | 0.4527 | 0.5228 | 0.7231 |
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- | No log | 3.9667 | 238 | 0.5641 | 0.5259 | 0.5641 | 0.7511 |
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- | No log | 4.0 | 240 | 0.6817 | 0.5080 | 0.6817 | 0.8257 |
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- | No log | 4.0333 | 242 | 0.6740 | 0.5080 | 0.6740 | 0.8210 |
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- | No log | 4.0667 | 244 | 0.5514 | 0.6261 | 0.5514 | 0.7426 |
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- | No log | 4.1 | 246 | 0.5288 | 0.5075 | 0.5288 | 0.7272 |
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- | No log | 4.1333 | 248 | 0.5408 | 0.5110 | 0.5408 | 0.7354 |
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- | No log | 4.1667 | 250 | 0.5043 | 0.5340 | 0.5043 | 0.7101 |
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- | No log | 4.2 | 252 | 0.5412 | 0.5786 | 0.5412 | 0.7356 |
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- | No log | 4.2333 | 254 | 0.6552 | 0.4610 | 0.6552 | 0.8095 |
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- | No log | 4.2667 | 256 | 0.7766 | 0.5017 | 0.7766 | 0.8812 |
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- | No log | 4.3 | 258 | 0.6577 | 0.4801 | 0.6577 | 0.8110 |
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- | No log | 4.3333 | 260 | 0.5405 | 0.4835 | 0.5405 | 0.7352 |
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- | No log | 4.3667 | 262 | 0.5047 | 0.5698 | 0.5047 | 0.7104 |
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- | No log | 4.4 | 264 | 0.4839 | 0.6303 | 0.4839 | 0.6957 |
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- | No log | 4.4333 | 266 | 0.4886 | 0.5580 | 0.4886 | 0.6990 |
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- | No log | 4.4667 | 268 | 0.5816 | 0.5528 | 0.5816 | 0.7626 |
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- | No log | 4.5 | 270 | 0.5849 | 0.5599 | 0.5849 | 0.7648 |
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- | No log | 4.5333 | 272 | 0.5272 | 0.4991 | 0.5272 | 0.7261 |
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- | No log | 4.5667 | 274 | 0.5721 | 0.4788 | 0.5721 | 0.7564 |
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- | No log | 4.6 | 276 | 0.6386 | 0.4759 | 0.6386 | 0.7991 |
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- | No log | 4.6333 | 278 | 0.6346 | 0.4451 | 0.6346 | 0.7966 |
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- | No log | 4.6667 | 280 | 0.6450 | 0.4451 | 0.6450 | 0.8031 |
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- | No log | 4.7 | 282 | 0.6267 | 0.4684 | 0.6267 | 0.7916 |
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- | No log | 4.7333 | 284 | 0.5800 | 0.4707 | 0.5800 | 0.7616 |
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- | No log | 4.7667 | 286 | 0.5736 | 0.4983 | 0.5736 | 0.7574 |
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- | No log | 4.8 | 288 | 0.5704 | 0.5151 | 0.5704 | 0.7552 |
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- | No log | 4.8333 | 290 | 0.5912 | 0.5151 | 0.5912 | 0.7689 |
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- | No log | 4.8667 | 292 | 0.6440 | 0.4134 | 0.6440 | 0.8025 |
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- | No log | 4.9 | 294 | 0.6403 | 0.4186 | 0.6403 | 0.8002 |
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- | No log | 4.9333 | 296 | 0.5678 | 0.5584 | 0.5678 | 0.7535 |
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- | No log | 4.9667 | 298 | 0.5791 | 0.4770 | 0.5791 | 0.7610 |
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- | No log | 5.0 | 300 | 0.5728 | 0.4227 | 0.5728 | 0.7569 |
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- | No log | 5.0333 | 302 | 0.5464 | 0.5584 | 0.5464 | 0.7392 |
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- | No log | 5.0667 | 304 | 0.5817 | 0.5177 | 0.5817 | 0.7627 |
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- | No log | 5.1 | 306 | 0.5802 | 0.5177 | 0.5802 | 0.7617 |
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- | No log | 5.1333 | 308 | 0.5527 | 0.5597 | 0.5527 | 0.7434 |
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- | No log | 5.1667 | 310 | 0.5341 | 0.5131 | 0.5341 | 0.7308 |
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- | No log | 5.2 | 312 | 0.5207 | 0.4322 | 0.5207 | 0.7216 |
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- | No log | 5.2333 | 314 | 0.5308 | 0.4590 | 0.5308 | 0.7286 |
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- | No log | 5.2667 | 316 | 0.5400 | 0.4717 | 0.5400 | 0.7348 |
210
- | No log | 5.3 | 318 | 0.5205 | 0.4590 | 0.5205 | 0.7215 |
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- | No log | 5.3333 | 320 | 0.5192 | 0.5396 | 0.5192 | 0.7205 |
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- | No log | 5.3667 | 322 | 0.5486 | 0.5195 | 0.5486 | 0.7407 |
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- | No log | 5.4 | 324 | 0.5466 | 0.5195 | 0.5466 | 0.7393 |
214
- | No log | 5.4333 | 326 | 0.5456 | 0.4945 | 0.5456 | 0.7387 |
215
- | No log | 5.4667 | 328 | 0.5234 | 0.5228 | 0.5234 | 0.7235 |
216
- | No log | 5.5 | 330 | 0.4976 | 0.5404 | 0.4976 | 0.7054 |
217
- | No log | 5.5333 | 332 | 0.4881 | 0.6096 | 0.4881 | 0.6986 |
218
- | No log | 5.5667 | 334 | 0.4841 | 0.6431 | 0.4841 | 0.6958 |
219
- | No log | 5.6 | 336 | 0.4811 | 0.6210 | 0.4811 | 0.6936 |
220
- | No log | 5.6333 | 338 | 0.5199 | 0.6084 | 0.5199 | 0.7210 |
221
- | No log | 5.6667 | 340 | 0.5307 | 0.6096 | 0.5307 | 0.7285 |
222
- | No log | 5.7 | 342 | 0.5119 | 0.5893 | 0.5119 | 0.7155 |
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- | No log | 5.7333 | 344 | 0.4951 | 0.6277 | 0.4951 | 0.7037 |
224
- | No log | 5.7667 | 346 | 0.5493 | 0.6115 | 0.5493 | 0.7411 |
225
- | No log | 5.8 | 348 | 0.5648 | 0.5577 | 0.5648 | 0.7515 |
226
- | No log | 5.8333 | 350 | 0.6046 | 0.5310 | 0.6046 | 0.7776 |
227
- | No log | 5.8667 | 352 | 0.5989 | 0.5310 | 0.5989 | 0.7739 |
228
- | No log | 5.9 | 354 | 0.5327 | 0.5516 | 0.5327 | 0.7299 |
229
- | No log | 5.9333 | 356 | 0.5266 | 0.5614 | 0.5266 | 0.7257 |
230
- | No log | 5.9667 | 358 | 0.5177 | 0.5131 | 0.5177 | 0.7195 |
231
- | No log | 6.0 | 360 | 0.5242 | 0.5939 | 0.5242 | 0.7240 |
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- | No log | 6.0333 | 362 | 0.5290 | 0.5897 | 0.5290 | 0.7273 |
233
- | No log | 6.0667 | 364 | 0.5082 | 0.5926 | 0.5082 | 0.7129 |
234
- | No log | 6.1 | 366 | 0.4937 | 0.6060 | 0.4937 | 0.7026 |
235
- | No log | 6.1333 | 368 | 0.4828 | 0.6060 | 0.4828 | 0.6948 |
236
- | No log | 6.1667 | 370 | 0.4771 | 0.5750 | 0.4771 | 0.6907 |
237
- | No log | 6.2 | 372 | 0.4769 | 0.5304 | 0.4769 | 0.6906 |
238
- | No log | 6.2333 | 374 | 0.4811 | 0.5505 | 0.4811 | 0.6936 |
239
- | No log | 6.2667 | 376 | 0.5552 | 0.5498 | 0.5552 | 0.7451 |
240
- | No log | 6.3 | 378 | 0.6275 | 0.5773 | 0.6275 | 0.7922 |
241
- | No log | 6.3333 | 380 | 0.5899 | 0.5310 | 0.5899 | 0.7681 |
242
- | No log | 6.3667 | 382 | 0.5022 | 0.5170 | 0.5022 | 0.7087 |
243
- | No log | 6.4 | 384 | 0.4643 | 0.5522 | 0.4643 | 0.6814 |
244
- | No log | 6.4333 | 386 | 0.4639 | 0.5493 | 0.4639 | 0.6811 |
245
- | No log | 6.4667 | 388 | 0.4507 | 0.5714 | 0.4507 | 0.6714 |
246
- | No log | 6.5 | 390 | 0.4686 | 0.5995 | 0.4686 | 0.6846 |
247
- | No log | 6.5333 | 392 | 0.4928 | 0.5947 | 0.4928 | 0.7020 |
248
- | No log | 6.5667 | 394 | 0.4615 | 0.6623 | 0.4615 | 0.6793 |
249
- | No log | 6.6 | 396 | 0.4426 | 0.5999 | 0.4426 | 0.6653 |
250
- | No log | 6.6333 | 398 | 0.5275 | 0.5657 | 0.5275 | 0.7263 |
251
- | No log | 6.6667 | 400 | 0.5776 | 0.5178 | 0.5776 | 0.7600 |
252
- | No log | 6.7 | 402 | 0.5159 | 0.5748 | 0.5159 | 0.7183 |
253
- | No log | 6.7333 | 404 | 0.4468 | 0.5522 | 0.4468 | 0.6684 |
254
- | No log | 6.7667 | 406 | 0.5051 | 0.5831 | 0.5051 | 0.7107 |
255
- | No log | 6.8 | 408 | 0.5587 | 0.5624 | 0.5587 | 0.7475 |
256
- | No log | 6.8333 | 410 | 0.5665 | 0.5067 | 0.5665 | 0.7527 |
257
- | No log | 6.8667 | 412 | 0.5056 | 0.5752 | 0.5056 | 0.7111 |
258
- | No log | 6.9 | 414 | 0.4659 | 0.4768 | 0.4659 | 0.6825 |
259
- | No log | 6.9333 | 416 | 0.4784 | 0.5714 | 0.4784 | 0.6916 |
260
- | No log | 6.9667 | 418 | 0.4702 | 0.5930 | 0.4702 | 0.6857 |
261
- | No log | 7.0 | 420 | 0.4503 | 0.6214 | 0.4503 | 0.6710 |
262
- | No log | 7.0333 | 422 | 0.4949 | 0.5671 | 0.4949 | 0.7035 |
263
- | No log | 7.0667 | 424 | 0.5337 | 0.5882 | 0.5337 | 0.7305 |
264
- | No log | 7.1 | 426 | 0.4766 | 0.5671 | 0.4766 | 0.6904 |
265
- | No log | 7.1333 | 428 | 0.4475 | 0.6214 | 0.4475 | 0.6690 |
266
- | No log | 7.1667 | 430 | 0.4708 | 0.5446 | 0.4708 | 0.6862 |
267
- | No log | 7.2 | 432 | 0.4811 | 0.5110 | 0.4811 | 0.6936 |
268
- | No log | 7.2333 | 434 | 0.4644 | 0.6364 | 0.4644 | 0.6814 |
269
- | No log | 7.2667 | 436 | 0.4609 | 0.6426 | 0.4609 | 0.6789 |
270
- | No log | 7.3 | 438 | 0.4606 | 0.6736 | 0.4606 | 0.6787 |
271
- | No log | 7.3333 | 440 | 0.4637 | 0.6530 | 0.4637 | 0.6809 |
272
- | No log | 7.3667 | 442 | 0.4651 | 0.6530 | 0.4651 | 0.6820 |
273
- | No log | 7.4 | 444 | 0.4685 | 0.5584 | 0.4685 | 0.6845 |
274
- | No log | 7.4333 | 446 | 0.4779 | 0.6186 | 0.4779 | 0.6913 |
275
- | No log | 7.4667 | 448 | 0.4907 | 0.5614 | 0.4907 | 0.7005 |
276
- | No log | 7.5 | 450 | 0.4937 | 0.5614 | 0.4937 | 0.7026 |
277
- | No log | 7.5333 | 452 | 0.4829 | 0.5852 | 0.4829 | 0.6949 |
278
- | No log | 7.5667 | 454 | 0.4782 | 0.5852 | 0.4782 | 0.6915 |
279
- | No log | 7.6 | 456 | 0.4542 | 0.6096 | 0.4542 | 0.6739 |
280
- | No log | 7.6333 | 458 | 0.4524 | 0.5831 | 0.4524 | 0.6726 |
281
- | No log | 7.6667 | 460 | 0.4935 | 0.4977 | 0.4935 | 0.7025 |
282
- | No log | 7.7 | 462 | 0.4981 | 0.4908 | 0.4981 | 0.7058 |
283
- | No log | 7.7333 | 464 | 0.4670 | 0.5831 | 0.4670 | 0.6834 |
284
- | No log | 7.7667 | 466 | 0.4413 | 0.6330 | 0.4413 | 0.6643 |
285
- | No log | 7.8 | 468 | 0.4484 | 0.6317 | 0.4484 | 0.6696 |
286
- | No log | 7.8333 | 470 | 0.4431 | 0.6330 | 0.4431 | 0.6656 |
287
- | No log | 7.8667 | 472 | 0.4467 | 0.6053 | 0.4467 | 0.6684 |
288
- | No log | 7.9 | 474 | 0.4556 | 0.5985 | 0.4556 | 0.6750 |
289
- | No log | 7.9333 | 476 | 0.4731 | 0.6013 | 0.4731 | 0.6878 |
290
- | No log | 7.9667 | 478 | 0.5228 | 0.5178 | 0.5228 | 0.7230 |
291
- | No log | 8.0 | 480 | 0.4875 | 0.5083 | 0.4875 | 0.6982 |
292
- | No log | 8.0333 | 482 | 0.4400 | 0.6255 | 0.4400 | 0.6633 |
293
- | No log | 8.0667 | 484 | 0.4409 | 0.6115 | 0.4409 | 0.6640 |
294
- | No log | 8.1 | 486 | 0.4483 | 0.6201 | 0.4483 | 0.6695 |
295
- | No log | 8.1333 | 488 | 0.4622 | 0.5980 | 0.4622 | 0.6799 |
296
- | No log | 8.1667 | 490 | 0.4548 | 0.6303 | 0.4548 | 0.6744 |
297
- | No log | 8.2 | 492 | 0.4648 | 0.6082 | 0.4648 | 0.6818 |
298
- | No log | 8.2333 | 494 | 0.4714 | 0.6082 | 0.4714 | 0.6866 |
299
- | No log | 8.2667 | 496 | 0.4827 | 0.5786 | 0.4827 | 0.6947 |
300
- | No log | 8.3 | 498 | 0.4749 | 0.6082 | 0.4749 | 0.6891 |
301
- | 0.293 | 8.3333 | 500 | 0.4775 | 0.5648 | 0.4775 | 0.6910 |
302
- | 0.293 | 8.3667 | 502 | 0.4845 | 0.5044 | 0.4845 | 0.6960 |
303
- | 0.293 | 8.4 | 504 | 0.4957 | 0.4561 | 0.4957 | 0.7041 |
304
- | 0.293 | 8.4333 | 506 | 0.4827 | 0.4795 | 0.4827 | 0.6948 |
305
- | 0.293 | 8.4667 | 508 | 0.4622 | 0.5457 | 0.4622 | 0.6799 |
306
- | 0.293 | 8.5 | 510 | 0.4492 | 0.5930 | 0.4492 | 0.6702 |
307
- | 0.293 | 8.5333 | 512 | 0.4740 | 0.5414 | 0.4740 | 0.6884 |
308
- | 0.293 | 8.5667 | 514 | 0.5326 | 0.5247 | 0.5326 | 0.7298 |
309
- | 0.293 | 8.6 | 516 | 0.4920 | 0.5811 | 0.4920 | 0.7015 |
310
- | 0.293 | 8.6333 | 518 | 0.4335 | 0.6330 | 0.4335 | 0.6584 |
311
- | 0.293 | 8.6667 | 520 | 0.5223 | 0.5677 | 0.5223 | 0.7227 |
312
- | 0.293 | 8.7 | 522 | 0.6227 | 0.4644 | 0.6227 | 0.7891 |
313
- | 0.293 | 8.7333 | 524 | 0.5945 | 0.4815 | 0.5945 | 0.7711 |
314
- | 0.293 | 8.7667 | 526 | 0.5778 | 0.5233 | 0.5778 | 0.7602 |
315
- | 0.293 | 8.8 | 528 | 0.5474 | 0.5233 | 0.5474 | 0.7399 |
316
- | 0.293 | 8.8333 | 530 | 0.5049 | 0.4774 | 0.5049 | 0.7106 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
317
 
318
 
319
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k13_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_k13_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: 1.0748
19
+ - Qwk: 0.3506
20
+ - Mse: 1.0748
21
+ - Rmse: 1.0367
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0308 | 2 | 2.5223 | -0.0230 | 2.5223 | 1.5882 |
53
+ | No log | 0.0615 | 4 | 1.0967 | 0.1910 | 1.0967 | 1.0472 |
54
+ | No log | 0.0923 | 6 | 0.8054 | 0.0937 | 0.8054 | 0.8974 |
55
+ | No log | 0.1231 | 8 | 0.7318 | 0.1222 | 0.7318 | 0.8555 |
56
+ | No log | 0.1538 | 10 | 0.9592 | 0.1747 | 0.9592 | 0.9794 |
57
+ | No log | 0.1846 | 12 | 1.1068 | 0.1086 | 1.1068 | 1.0520 |
58
+ | No log | 0.2154 | 14 | 1.0208 | 0.1428 | 1.0208 | 1.0103 |
59
+ | No log | 0.2462 | 16 | 0.7600 | 0.3892 | 0.7600 | 0.8718 |
60
+ | No log | 0.2769 | 18 | 0.6953 | 0.3770 | 0.6953 | 0.8339 |
61
+ | No log | 0.3077 | 20 | 0.6382 | 0.4547 | 0.6382 | 0.7989 |
62
+ | No log | 0.3385 | 22 | 0.6504 | 0.3474 | 0.6504 | 0.8065 |
63
+ | No log | 0.3692 | 24 | 0.6453 | 0.2382 | 0.6453 | 0.8033 |
64
+ | No log | 0.4 | 26 | 0.7026 | 0.2382 | 0.7026 | 0.8382 |
65
+ | No log | 0.4308 | 28 | 0.7670 | 0.1636 | 0.7670 | 0.8758 |
66
+ | No log | 0.4615 | 30 | 0.8250 | 0.1766 | 0.8250 | 0.9083 |
67
+ | No log | 0.4923 | 32 | 0.8317 | 0.3372 | 0.8317 | 0.9120 |
68
+ | No log | 0.5231 | 34 | 0.7920 | 0.3799 | 0.7920 | 0.8899 |
69
+ | No log | 0.5538 | 36 | 0.7012 | 0.4197 | 0.7012 | 0.8374 |
70
+ | No log | 0.5846 | 38 | 0.7252 | 0.4424 | 0.7252 | 0.8516 |
71
+ | No log | 0.6154 | 40 | 0.8346 | 0.3804 | 0.8346 | 0.9135 |
72
+ | No log | 0.6462 | 42 | 0.7790 | 0.1648 | 0.7790 | 0.8826 |
73
+ | No log | 0.6769 | 44 | 0.7638 | 0.1648 | 0.7638 | 0.8739 |
74
+ | No log | 0.7077 | 46 | 0.7686 | 0.2589 | 0.7686 | 0.8767 |
75
+ | No log | 0.7385 | 48 | 0.8284 | 0.3746 | 0.8284 | 0.9102 |
76
+ | No log | 0.7692 | 50 | 0.9103 | 0.2635 | 0.9103 | 0.9541 |
77
+ | No log | 0.8 | 52 | 0.7874 | 0.4044 | 0.7874 | 0.8874 |
78
+ | No log | 0.8308 | 54 | 0.7051 | 0.5594 | 0.7051 | 0.8397 |
79
+ | No log | 0.8615 | 56 | 0.6829 | 0.5345 | 0.6829 | 0.8264 |
80
+ | No log | 0.8923 | 58 | 0.6831 | 0.2883 | 0.6831 | 0.8265 |
81
+ | No log | 0.9231 | 60 | 0.6386 | 0.3837 | 0.6386 | 0.7991 |
82
+ | No log | 0.9538 | 62 | 0.5464 | 0.4448 | 0.5464 | 0.7392 |
83
+ | No log | 0.9846 | 64 | 0.5448 | 0.4538 | 0.5448 | 0.7381 |
84
+ | No log | 1.0154 | 66 | 0.5449 | 0.5422 | 0.5449 | 0.7381 |
85
+ | No log | 1.0462 | 68 | 0.5335 | 0.5232 | 0.5335 | 0.7304 |
86
+ | No log | 1.0769 | 70 | 0.5935 | 0.5697 | 0.5935 | 0.7704 |
87
+ | No log | 1.1077 | 72 | 0.7085 | 0.4521 | 0.7085 | 0.8417 |
88
+ | No log | 1.1385 | 74 | 0.9086 | 0.2886 | 0.9086 | 0.9532 |
89
+ | No log | 1.1692 | 76 | 0.9823 | 0.2389 | 0.9823 | 0.9911 |
90
+ | No log | 1.2 | 78 | 0.9798 | 0.2287 | 0.9798 | 0.9899 |
91
+ | No log | 1.2308 | 80 | 0.9928 | 0.2507 | 0.9928 | 0.9964 |
92
+ | No log | 1.2615 | 82 | 0.9257 | 0.4061 | 0.9257 | 0.9622 |
93
+ | No log | 1.2923 | 84 | 0.9288 | 0.4491 | 0.9288 | 0.9637 |
94
+ | No log | 1.3231 | 86 | 1.0191 | 0.3584 | 1.0191 | 1.0095 |
95
+ | No log | 1.3538 | 88 | 1.0921 | 0.3444 | 1.0921 | 1.0450 |
96
+ | No log | 1.3846 | 90 | 1.0434 | 0.3311 | 1.0434 | 1.0215 |
97
+ | No log | 1.4154 | 92 | 0.8743 | 0.4332 | 0.8743 | 0.9351 |
98
+ | No log | 1.4462 | 94 | 0.9248 | 0.3905 | 0.9248 | 0.9616 |
99
+ | No log | 1.4769 | 96 | 1.0917 | 0.3957 | 1.0917 | 1.0449 |
100
+ | No log | 1.5077 | 98 | 1.0250 | 0.4428 | 1.0250 | 1.0124 |
101
+ | No log | 1.5385 | 100 | 0.8480 | 0.4409 | 0.8480 | 0.9209 |
102
+ | No log | 1.5692 | 102 | 0.7588 | 0.3409 | 0.7588 | 0.8711 |
103
+ | No log | 1.6 | 104 | 0.7602 | 0.2572 | 0.7602 | 0.8719 |
104
+ | No log | 1.6308 | 106 | 0.7362 | 0.3153 | 0.7362 | 0.8580 |
105
+ | No log | 1.6615 | 108 | 0.7584 | 0.3667 | 0.7584 | 0.8709 |
106
+ | No log | 1.6923 | 110 | 0.8326 | 0.4287 | 0.8326 | 0.9125 |
107
+ | No log | 1.7231 | 112 | 1.0142 | 0.3834 | 1.0142 | 1.0071 |
108
+ | No log | 1.7538 | 114 | 1.2784 | 0.3185 | 1.2784 | 1.1307 |
109
+ | No log | 1.7846 | 116 | 1.4149 | 0.2703 | 1.4149 | 1.1895 |
110
+ | No log | 1.8154 | 118 | 1.4271 | 0.2306 | 1.4271 | 1.1946 |
111
+ | No log | 1.8462 | 120 | 1.2350 | 0.0849 | 1.2350 | 1.1113 |
112
+ | No log | 1.8769 | 122 | 1.2074 | 0.1058 | 1.2074 | 1.0988 |
113
+ | No log | 1.9077 | 124 | 1.2929 | 0.2978 | 1.2929 | 1.1371 |
114
+ | No log | 1.9385 | 126 | 1.1077 | 0.3252 | 1.1077 | 1.0525 |
115
+ | No log | 1.9692 | 128 | 1.0065 | 0.3384 | 1.0065 | 1.0033 |
116
+ | No log | 2.0 | 130 | 0.9410 | 0.3337 | 0.9410 | 0.9701 |
117
+ | No log | 2.0308 | 132 | 0.9227 | 0.3650 | 0.9227 | 0.9606 |
118
+ | No log | 2.0615 | 134 | 0.9028 | 0.3445 | 0.9028 | 0.9502 |
119
+ | No log | 2.0923 | 136 | 0.9412 | 0.3650 | 0.9412 | 0.9701 |
120
+ | No log | 2.1231 | 138 | 0.9462 | 0.2898 | 0.9462 | 0.9727 |
121
+ | No log | 2.1538 | 140 | 0.9251 | 0.2948 | 0.9251 | 0.9618 |
122
+ | No log | 2.1846 | 142 | 0.9051 | 0.2948 | 0.9051 | 0.9514 |
123
+ | No log | 2.2154 | 144 | 0.8416 | 0.3538 | 0.8416 | 0.9174 |
124
+ | No log | 2.2462 | 146 | 0.8318 | 0.4541 | 0.8318 | 0.9120 |
125
+ | No log | 2.2769 | 148 | 1.0082 | 0.2358 | 1.0082 | 1.0041 |
126
+ | No log | 2.3077 | 150 | 1.2183 | 0.3144 | 1.2183 | 1.1038 |
127
+ | No log | 2.3385 | 152 | 1.2727 | 0.3241 | 1.2727 | 1.1282 |
128
+ | No log | 2.3692 | 154 | 1.1871 | 0.3082 | 1.1871 | 1.0895 |
129
+ | No log | 2.4 | 156 | 1.1749 | 0.3081 | 1.1749 | 1.0839 |
130
+ | No log | 2.4308 | 158 | 1.0743 | 0.3915 | 1.0743 | 1.0365 |
131
+ | No log | 2.4615 | 160 | 0.9066 | 0.3939 | 0.9066 | 0.9522 |
132
+ | No log | 2.4923 | 162 | 0.7444 | 0.4648 | 0.7444 | 0.8628 |
133
+ | No log | 2.5231 | 164 | 0.6954 | 0.3918 | 0.6954 | 0.8339 |
134
+ | No log | 2.5538 | 166 | 0.7095 | 0.4167 | 0.7095 | 0.8423 |
135
+ | No log | 2.5846 | 168 | 0.7531 | 0.4562 | 0.7531 | 0.8678 |
136
+ | No log | 2.6154 | 170 | 0.8646 | 0.3970 | 0.8646 | 0.9298 |
137
+ | No log | 2.6462 | 172 | 1.0407 | 0.3833 | 1.0407 | 1.0201 |
138
+ | No log | 2.6769 | 174 | 1.1064 | 0.4283 | 1.1064 | 1.0519 |
139
+ | No log | 2.7077 | 176 | 0.9665 | 0.3869 | 0.9665 | 0.9831 |
140
+ | No log | 2.7385 | 178 | 0.9039 | 0.3832 | 0.9039 | 0.9507 |
141
+ | No log | 2.7692 | 180 | 0.8675 | 0.4132 | 0.8675 | 0.9314 |
142
+ | No log | 2.8 | 182 | 0.7450 | 0.4364 | 0.7450 | 0.8631 |
143
+ | No log | 2.8308 | 184 | 0.6677 | 0.4917 | 0.6677 | 0.8171 |
144
+ | No log | 2.8615 | 186 | 0.7802 | 0.4427 | 0.7802 | 0.8833 |
145
+ | No log | 2.8923 | 188 | 1.0594 | 0.3553 | 1.0594 | 1.0293 |
146
+ | No log | 2.9231 | 190 | 1.0995 | 0.3278 | 1.0995 | 1.0486 |
147
+ | No log | 2.9538 | 192 | 1.2216 | 0.2754 | 1.2216 | 1.1053 |
148
+ | No log | 2.9846 | 194 | 1.1956 | 0.2773 | 1.1956 | 1.0934 |
149
+ | No log | 3.0154 | 196 | 1.2103 | 0.2592 | 1.2103 | 1.1001 |
150
+ | No log | 3.0462 | 198 | 1.2703 | 0.2929 | 1.2703 | 1.1271 |
151
+ | No log | 3.0769 | 200 | 1.1003 | 0.3161 | 1.1003 | 1.0490 |
152
+ | No log | 3.1077 | 202 | 0.8284 | 0.3269 | 0.8284 | 0.9102 |
153
+ | No log | 3.1385 | 204 | 0.6959 | 0.4470 | 0.6959 | 0.8342 |
154
+ | No log | 3.1692 | 206 | 0.6591 | 0.4330 | 0.6591 | 0.8119 |
155
+ | No log | 3.2 | 208 | 0.7183 | 0.4424 | 0.7183 | 0.8475 |
156
+ | No log | 3.2308 | 210 | 0.8463 | 0.5067 | 0.8463 | 0.9199 |
157
+ | No log | 3.2615 | 212 | 0.8915 | 0.4838 | 0.8915 | 0.9442 |
158
+ | No log | 3.2923 | 214 | 0.8749 | 0.5183 | 0.8749 | 0.9354 |
159
+ | No log | 3.3231 | 216 | 0.7689 | 0.5402 | 0.7689 | 0.8769 |
160
+ | No log | 3.3538 | 218 | 0.6407 | 0.5457 | 0.6407 | 0.8004 |
161
+ | No log | 3.3846 | 220 | 0.5882 | 0.5659 | 0.5882 | 0.7670 |
162
+ | No log | 3.4154 | 222 | 0.5990 | 0.5831 | 0.5990 | 0.7740 |
163
+ | No log | 3.4462 | 224 | 0.6179 | 0.5388 | 0.6179 | 0.7860 |
164
+ | No log | 3.4769 | 226 | 0.7010 | 0.4007 | 0.7010 | 0.8373 |
165
+ | No log | 3.5077 | 228 | 0.7154 | 0.3786 | 0.7154 | 0.8458 |
166
+ | No log | 3.5385 | 230 | 0.6811 | 0.4512 | 0.6811 | 0.8253 |
167
+ | No log | 3.5692 | 232 | 0.6892 | 0.4587 | 0.6892 | 0.8302 |
168
+ | No log | 3.6 | 234 | 0.7694 | 0.4853 | 0.7694 | 0.8771 |
169
+ | No log | 3.6308 | 236 | 0.9004 | 0.4393 | 0.9004 | 0.9489 |
170
+ | No log | 3.6615 | 238 | 0.9849 | 0.3919 | 0.9849 | 0.9924 |
171
+ | No log | 3.6923 | 240 | 0.9112 | 0.4526 | 0.9112 | 0.9546 |
172
+ | No log | 3.7231 | 242 | 0.8032 | 0.4528 | 0.8032 | 0.8962 |
173
+ | No log | 3.7538 | 244 | 0.7067 | 0.4512 | 0.7067 | 0.8406 |
174
+ | No log | 3.7846 | 246 | 0.6974 | 0.4424 | 0.6974 | 0.8351 |
175
+ | No log | 3.8154 | 248 | 0.7977 | 0.4512 | 0.7977 | 0.8931 |
176
+ | No log | 3.8462 | 250 | 1.0152 | 0.3741 | 1.0152 | 1.0076 |
177
+ | No log | 3.8769 | 252 | 1.2659 | 0.3123 | 1.2659 | 1.1251 |
178
+ | No log | 3.9077 | 254 | 1.3039 | 0.2537 | 1.3039 | 1.1419 |
179
+ | No log | 3.9385 | 256 | 1.3484 | 0.3171 | 1.3484 | 1.1612 |
180
+ | No log | 3.9692 | 258 | 1.1482 | 0.3322 | 1.1482 | 1.0716 |
181
+ | No log | 4.0 | 260 | 0.9210 | 0.3807 | 0.9210 | 0.9597 |
182
+ | No log | 4.0308 | 262 | 0.8343 | 0.3782 | 0.8343 | 0.9134 |
183
+ | No log | 4.0615 | 264 | 0.8791 | 0.3324 | 0.8791 | 0.9376 |
184
+ | No log | 4.0923 | 266 | 0.9751 | 0.3328 | 0.9751 | 0.9875 |
185
+ | No log | 4.1231 | 268 | 1.0220 | 0.3039 | 1.0220 | 1.0110 |
186
+ | No log | 4.1538 | 270 | 0.9356 | 0.3425 | 0.9356 | 0.9673 |
187
+ | No log | 4.1846 | 272 | 0.7313 | 0.3712 | 0.7313 | 0.8551 |
188
+ | No log | 4.2154 | 274 | 0.6517 | 0.3575 | 0.6517 | 0.8073 |
189
+ | No log | 4.2462 | 276 | 0.6293 | 0.3866 | 0.6293 | 0.7933 |
190
+ | No log | 4.2769 | 278 | 0.6567 | 0.4306 | 0.6567 | 0.8104 |
191
+ | No log | 4.3077 | 280 | 0.8771 | 0.4635 | 0.8771 | 0.9365 |
192
+ | No log | 4.3385 | 282 | 1.1442 | 0.3926 | 1.1442 | 1.0697 |
193
+ | No log | 4.3692 | 284 | 1.2480 | 0.3462 | 1.2480 | 1.1171 |
194
+ | No log | 4.4 | 286 | 1.1201 | 0.3926 | 1.1201 | 1.0584 |
195
+ | No log | 4.4308 | 288 | 0.8395 | 0.4844 | 0.8395 | 0.9163 |
196
+ | No log | 4.4615 | 290 | 0.7052 | 0.5085 | 0.7052 | 0.8397 |
197
+ | No log | 4.4923 | 292 | 0.6609 | 0.4315 | 0.6609 | 0.8129 |
198
+ | No log | 4.5231 | 294 | 0.6794 | 0.4819 | 0.6794 | 0.8243 |
199
+ | No log | 4.5538 | 296 | 0.7516 | 0.4819 | 0.7516 | 0.8670 |
200
+ | No log | 4.5846 | 298 | 0.8084 | 0.3988 | 0.8084 | 0.8991 |
201
+ | No log | 4.6154 | 300 | 0.8379 | 0.4161 | 0.8379 | 0.9154 |
202
+ | No log | 4.6462 | 302 | 0.8367 | 0.4096 | 0.8367 | 0.9147 |
203
+ | No log | 4.6769 | 304 | 0.8048 | 0.4438 | 0.8048 | 0.8971 |
204
+ | No log | 4.7077 | 306 | 0.8309 | 0.3892 | 0.8309 | 0.9115 |
205
+ | No log | 4.7385 | 308 | 0.8102 | 0.3960 | 0.8102 | 0.9001 |
206
+ | No log | 4.7692 | 310 | 0.8856 | 0.3807 | 0.8856 | 0.9411 |
207
+ | No log | 4.8 | 312 | 0.8719 | 0.3998 | 0.8719 | 0.9338 |
208
+ | No log | 4.8308 | 314 | 0.7793 | 0.4275 | 0.7793 | 0.8828 |
209
+ | No log | 4.8615 | 316 | 0.7626 | 0.4424 | 0.7626 | 0.8732 |
210
+ | No log | 4.8923 | 318 | 0.8499 | 0.4511 | 0.8499 | 0.9219 |
211
+ | No log | 4.9231 | 320 | 0.9981 | 0.4074 | 0.9981 | 0.9991 |
212
+ | No log | 4.9538 | 322 | 0.9841 | 0.3922 | 0.9841 | 0.9920 |
213
+ | No log | 4.9846 | 324 | 0.7797 | 0.4161 | 0.7797 | 0.8830 |
214
+ | No log | 5.0154 | 326 | 0.6327 | 0.5158 | 0.6327 | 0.7954 |
215
+ | No log | 5.0462 | 328 | 0.6221 | 0.5091 | 0.6221 | 0.7888 |
216
+ | No log | 5.0769 | 330 | 0.6206 | 0.5091 | 0.6206 | 0.7878 |
217
+ | No log | 5.1077 | 332 | 0.6799 | 0.4808 | 0.6799 | 0.8246 |
218
+ | No log | 5.1385 | 334 | 0.8696 | 0.4003 | 0.8696 | 0.9325 |
219
+ | No log | 5.1692 | 336 | 0.9631 | 0.3298 | 0.9631 | 0.9814 |
220
+ | No log | 5.2 | 338 | 0.9275 | 0.3643 | 0.9275 | 0.9631 |
221
+ | No log | 5.2308 | 340 | 0.8389 | 0.3650 | 0.8389 | 0.9159 |
222
+ | No log | 5.2615 | 342 | 0.8099 | 0.3970 | 0.8099 | 0.8999 |
223
+ | No log | 5.2923 | 344 | 0.7539 | 0.4347 | 0.7539 | 0.8683 |
224
+ | No log | 5.3231 | 346 | 0.7055 | 0.4102 | 0.7055 | 0.8399 |
225
+ | No log | 5.3538 | 348 | 0.7237 | 0.3991 | 0.7237 | 0.8507 |
226
+ | No log | 5.3846 | 350 | 0.7767 | 0.4347 | 0.7767 | 0.8813 |
227
+ | No log | 5.4154 | 352 | 0.7995 | 0.3869 | 0.7995 | 0.8941 |
228
+ | No log | 5.4462 | 354 | 0.9026 | 0.3481 | 0.9026 | 0.9500 |
229
+ | No log | 5.4769 | 356 | 0.9588 | 0.3161 | 0.9588 | 0.9792 |
230
+ | No log | 5.5077 | 358 | 0.9853 | 0.3010 | 0.9853 | 0.9926 |
231
+ | No log | 5.5385 | 360 | 0.9120 | 0.3601 | 0.9120 | 0.9550 |
232
+ | No log | 5.5692 | 362 | 0.8448 | 0.2574 | 0.8448 | 0.9192 |
233
+ | No log | 5.6 | 364 | 0.8429 | 0.3194 | 0.8429 | 0.9181 |
234
+ | No log | 5.6308 | 366 | 0.8750 | 0.3161 | 0.8750 | 0.9354 |
235
+ | No log | 5.6615 | 368 | 0.7952 | 0.4228 | 0.7952 | 0.8917 |
236
+ | No log | 5.6923 | 370 | 0.7794 | 0.4018 | 0.7794 | 0.8828 |
237
+ | No log | 5.7231 | 372 | 0.7586 | 0.4366 | 0.7586 | 0.8710 |
238
+ | No log | 5.7538 | 374 | 0.7596 | 0.4133 | 0.7596 | 0.8716 |
239
+ | No log | 5.7846 | 376 | 0.8667 | 0.3650 | 0.8667 | 0.9310 |
240
+ | No log | 5.8154 | 378 | 0.9851 | 0.3183 | 0.9851 | 0.9925 |
241
+ | No log | 5.8462 | 380 | 0.9492 | 0.3593 | 0.9492 | 0.9743 |
242
+ | No log | 5.8769 | 382 | 0.9155 | 0.3650 | 0.9155 | 0.9568 |
243
+ | No log | 5.9077 | 384 | 0.8803 | 0.3538 | 0.8803 | 0.9383 |
244
+ | No log | 5.9385 | 386 | 0.9704 | 0.2982 | 0.9704 | 0.9851 |
245
+ | No log | 5.9692 | 388 | 1.1093 | 0.2880 | 1.1093 | 1.0532 |
246
+ | No log | 6.0 | 390 | 1.1052 | 0.3086 | 1.1052 | 1.0513 |
247
+ | No log | 6.0308 | 392 | 0.9238 | 0.3593 | 0.9238 | 0.9612 |
248
+ | No log | 6.0615 | 394 | 0.7473 | 0.4014 | 0.7473 | 0.8644 |
249
+ | No log | 6.0923 | 396 | 0.6543 | 0.4352 | 0.6543 | 0.8089 |
250
+ | No log | 6.1231 | 398 | 0.6410 | 0.5177 | 0.6410 | 0.8006 |
251
+ | No log | 6.1538 | 400 | 0.6901 | 0.4684 | 0.6901 | 0.8307 |
252
+ | No log | 6.1846 | 402 | 0.7688 | 0.4545 | 0.7688 | 0.8768 |
253
+ | No log | 6.2154 | 404 | 0.8850 | 0.4572 | 0.8850 | 0.9407 |
254
+ | No log | 6.2462 | 406 | 0.8486 | 0.4639 | 0.8486 | 0.9212 |
255
+ | No log | 6.2769 | 408 | 0.7671 | 0.4496 | 0.7671 | 0.8758 |
256
+ | No log | 6.3077 | 410 | 0.6836 | 0.4556 | 0.6836 | 0.8268 |
257
+ | No log | 6.3385 | 412 | 0.6824 | 0.4165 | 0.6824 | 0.8261 |
258
+ | No log | 6.3692 | 414 | 0.7467 | 0.3929 | 0.7467 | 0.8641 |
259
+ | No log | 6.4 | 416 | 0.9627 | 0.3608 | 0.9627 | 0.9812 |
260
+ | No log | 6.4308 | 418 | 1.1599 | 0.3643 | 1.1599 | 1.0770 |
261
+ | No log | 6.4615 | 420 | 1.1395 | 0.3554 | 1.1395 | 1.0675 |
262
+ | No log | 6.4923 | 422 | 0.9369 | 0.4067 | 0.9369 | 0.9680 |
263
+ | No log | 6.5231 | 424 | 0.7535 | 0.4265 | 0.7535 | 0.8680 |
264
+ | No log | 6.5538 | 426 | 0.6989 | 0.4464 | 0.6989 | 0.8360 |
265
+ | No log | 6.5846 | 428 | 0.7271 | 0.4531 | 0.7271 | 0.8527 |
266
+ | No log | 6.6154 | 430 | 0.8300 | 0.4268 | 0.8300 | 0.9110 |
267
+ | No log | 6.6462 | 432 | 0.8727 | 0.4051 | 0.8727 | 0.9342 |
268
+ | No log | 6.6769 | 434 | 0.9051 | 0.3928 | 0.9051 | 0.9514 |
269
+ | No log | 6.7077 | 436 | 0.9947 | 0.4091 | 0.9947 | 0.9974 |
270
+ | No log | 6.7385 | 438 | 0.9975 | 0.4050 | 0.9975 | 0.9987 |
271
+ | No log | 6.7692 | 440 | 0.9154 | 0.3923 | 0.9154 | 0.9568 |
272
+ | No log | 6.8 | 442 | 0.9123 | 0.4081 | 0.9123 | 0.9551 |
273
+ | No log | 6.8308 | 444 | 0.9077 | 0.4081 | 0.9077 | 0.9527 |
274
+ | No log | 6.8615 | 446 | 0.8855 | 0.3887 | 0.8855 | 0.9410 |
275
+ | No log | 6.8923 | 448 | 0.7944 | 0.4597 | 0.7944 | 0.8913 |
276
+ | No log | 6.9231 | 450 | 0.7646 | 0.4528 | 0.7646 | 0.8744 |
277
+ | No log | 6.9538 | 452 | 0.7801 | 0.4462 | 0.7801 | 0.8833 |
278
+ | No log | 6.9846 | 454 | 0.8122 | 0.4784 | 0.8122 | 0.9012 |
279
+ | No log | 7.0154 | 456 | 0.7954 | 0.4584 | 0.7954 | 0.8918 |
280
+ | No log | 7.0462 | 458 | 0.7273 | 0.4366 | 0.7273 | 0.8528 |
281
+ | No log | 7.0769 | 460 | 0.7225 | 0.4123 | 0.7225 | 0.8500 |
282
+ | No log | 7.1077 | 462 | 0.8038 | 0.3928 | 0.8038 | 0.8966 |
283
+ | No log | 7.1385 | 464 | 0.8752 | 0.3753 | 0.8752 | 0.9355 |
284
+ | No log | 7.1692 | 466 | 0.8949 | 0.3557 | 0.8949 | 0.9460 |
285
+ | No log | 7.2 | 468 | 0.8326 | 0.4350 | 0.8326 | 0.9125 |
286
+ | No log | 7.2308 | 470 | 0.6845 | 0.5190 | 0.6845 | 0.8274 |
287
+ | No log | 7.2615 | 472 | 0.6199 | 0.5149 | 0.6199 | 0.7873 |
288
+ | No log | 7.2923 | 474 | 0.5926 | 0.5063 | 0.5926 | 0.7698 |
289
+ | No log | 7.3231 | 476 | 0.5847 | 0.5291 | 0.5847 | 0.7647 |
290
+ | No log | 7.3538 | 478 | 0.6159 | 0.5179 | 0.6159 | 0.7848 |
291
+ | No log | 7.3846 | 480 | 0.6730 | 0.4883 | 0.6730 | 0.8204 |
292
+ | No log | 7.4154 | 482 | 0.7201 | 0.5190 | 0.7201 | 0.8486 |
293
+ | No log | 7.4462 | 484 | 0.6979 | 0.5325 | 0.6979 | 0.8354 |
294
+ | No log | 7.4769 | 486 | 0.6900 | 0.4329 | 0.6900 | 0.8307 |
295
+ | No log | 7.5077 | 488 | 0.6890 | 0.3996 | 0.6890 | 0.8301 |
296
+ | No log | 7.5385 | 490 | 0.7420 | 0.4627 | 0.7420 | 0.8614 |
297
+ | No log | 7.5692 | 492 | 0.8610 | 0.4091 | 0.8610 | 0.9279 |
298
+ | No log | 7.6 | 494 | 1.0447 | 0.4110 | 1.0447 | 1.0221 |
299
+ | No log | 7.6308 | 496 | 1.0656 | 0.4110 | 1.0656 | 1.0323 |
300
+ | No log | 7.6615 | 498 | 0.9171 | 0.4021 | 0.9171 | 0.9577 |
301
+ | 0.3595 | 7.6923 | 500 | 0.7565 | 0.4462 | 0.7565 | 0.8698 |
302
+ | 0.3595 | 7.7231 | 502 | 0.6981 | 0.4741 | 0.6981 | 0.8355 |
303
+ | 0.3595 | 7.7538 | 504 | 0.7167 | 0.4385 | 0.7167 | 0.8466 |
304
+ | 0.3595 | 7.7846 | 506 | 0.7738 | 0.5103 | 0.7738 | 0.8796 |
305
+ | 0.3595 | 7.8154 | 508 | 0.8805 | 0.4771 | 0.8805 | 0.9384 |
306
+ | 0.3595 | 7.8462 | 510 | 0.9317 | 0.4428 | 0.9317 | 0.9652 |
307
+ | 0.3595 | 7.8769 | 512 | 0.9115 | 0.4460 | 0.9115 | 0.9547 |
308
+ | 0.3595 | 7.9077 | 514 | 0.9738 | 0.3902 | 0.9738 | 0.9868 |
309
+ | 0.3595 | 7.9385 | 516 | 0.9505 | 0.4283 | 0.9505 | 0.9749 |
310
+ | 0.3595 | 7.9692 | 518 | 0.8565 | 0.4475 | 0.8565 | 0.9255 |
311
+ | 0.3595 | 8.0 | 520 | 0.7445 | 0.5199 | 0.7445 | 0.8628 |
312
+ | 0.3595 | 8.0308 | 522 | 0.6887 | 0.5351 | 0.6887 | 0.8299 |
313
+ | 0.3595 | 8.0615 | 524 | 0.6874 | 0.5309 | 0.6874 | 0.8291 |
314
+ | 0.3595 | 8.0923 | 526 | 0.7317 | 0.5309 | 0.7317 | 0.8554 |
315
+ | 0.3595 | 8.1231 | 528 | 0.7925 | 0.4794 | 0.7925 | 0.8902 |
316
+ | 0.3595 | 8.1538 | 530 | 0.8357 | 0.4965 | 0.8357 | 0.9142 |
317
+ | 0.3595 | 8.1846 | 532 | 0.8386 | 0.4669 | 0.8386 | 0.9157 |
318
+ | 0.3595 | 8.2154 | 534 | 0.7578 | 0.4992 | 0.7578 | 0.8705 |
319
+ | 0.3595 | 8.2462 | 536 | 0.6590 | 0.5063 | 0.6590 | 0.8118 |
320
+ | 0.3595 | 8.2769 | 538 | 0.6945 | 0.5310 | 0.6945 | 0.8334 |
321
+ | 0.3595 | 8.3077 | 540 | 0.7598 | 0.4597 | 0.7598 | 0.8717 |
322
+ | 0.3595 | 8.3385 | 542 | 0.8734 | 0.4214 | 0.8734 | 0.9345 |
323
+ | 0.3595 | 8.3692 | 544 | 0.9280 | 0.4233 | 0.9280 | 0.9633 |
324
+ | 0.3595 | 8.4 | 546 | 0.9131 | 0.4391 | 0.9131 | 0.9555 |
325
+ | 0.3595 | 8.4308 | 548 | 0.8263 | 0.5016 | 0.8263 | 0.9090 |
326
+ | 0.3595 | 8.4615 | 550 | 0.6763 | 0.5181 | 0.6763 | 0.8223 |
327
+ | 0.3595 | 8.4923 | 552 | 0.5773 | 0.5583 | 0.5773 | 0.7598 |
328
+ | 0.3595 | 8.5231 | 554 | 0.5731 | 0.5015 | 0.5731 | 0.7570 |
329
+ | 0.3595 | 8.5538 | 556 | 0.6101 | 0.4845 | 0.6101 | 0.7811 |
330
+ | 0.3595 | 8.5846 | 558 | 0.6963 | 0.4550 | 0.6963 | 0.8344 |
331
+ | 0.3595 | 8.6154 | 560 | 0.8355 | 0.4568 | 0.8355 | 0.9141 |
332
+ | 0.3595 | 8.6462 | 562 | 1.0247 | 0.3459 | 1.0247 | 1.0123 |
333
+ | 0.3595 | 8.6769 | 564 | 1.0353 | 0.3833 | 1.0353 | 1.0175 |
334
+ | 0.3595 | 8.7077 | 566 | 0.9763 | 0.3662 | 0.9763 | 0.9881 |
335
+ | 0.3595 | 8.7385 | 568 | 0.9819 | 0.3662 | 0.9819 | 0.9909 |
336
+ | 0.3595 | 8.7692 | 570 | 1.0748 | 0.3506 | 1.0748 | 1.0367 |
337
 
338
 
339
  ### Framework versions