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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k4_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_k3_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_k3_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: 0.8351
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- - Qwk: 0.3105
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- - Mse: 0.8351
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- - Rmse: 0.9138
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  ## Model description
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@@ -47,263 +47,276 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.1333 | 2 | 2.5493 | 0.0231 | 2.5493 | 1.5967 |
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- | No log | 0.2667 | 4 | 1.3249 | 0.1710 | 1.3249 | 1.1511 |
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- | No log | 0.4 | 6 | 0.7284 | 0.0937 | 0.7284 | 0.8534 |
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- | No log | 0.5333 | 8 | 1.0153 | -0.0630 | 1.0153 | 1.0076 |
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- | No log | 0.6667 | 10 | 1.1062 | -0.0186 | 1.1062 | 1.0518 |
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- | No log | 0.8 | 12 | 1.2104 | 0.0450 | 1.2104 | 1.1002 |
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- | No log | 0.9333 | 14 | 1.1081 | 0.1148 | 1.1081 | 1.0527 |
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- | No log | 1.0667 | 16 | 0.9574 | 0.3409 | 0.9574 | 0.9785 |
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- | No log | 1.2 | 18 | 0.8839 | 0.3498 | 0.8839 | 0.9402 |
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- | No log | 1.3333 | 20 | 0.8642 | 0.3224 | 0.8642 | 0.9296 |
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- | No log | 1.4667 | 22 | 0.8398 | 0.2261 | 0.8398 | 0.9164 |
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- | No log | 1.6 | 24 | 0.8220 | 0.1648 | 0.8220 | 0.9067 |
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- | No log | 1.7333 | 26 | 0.7717 | 0.3789 | 0.7717 | 0.8785 |
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- | No log | 1.8667 | 28 | 0.7504 | 0.3494 | 0.7504 | 0.8663 |
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- | No log | 2.0 | 30 | 0.7380 | 0.3564 | 0.7380 | 0.8591 |
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- | No log | 2.1333 | 32 | 0.7728 | 0.3494 | 0.7728 | 0.8791 |
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- | No log | 2.2667 | 34 | 0.7441 | 0.3789 | 0.7441 | 0.8626 |
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- | No log | 2.4 | 36 | 0.7001 | 0.3387 | 0.7001 | 0.8367 |
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- | No log | 2.5333 | 38 | 0.7386 | 0.3789 | 0.7386 | 0.8594 |
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- | No log | 2.6667 | 40 | 0.8248 | 0.3731 | 0.8248 | 0.9082 |
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- | No log | 2.8 | 42 | 0.8716 | 0.4214 | 0.8716 | 0.9336 |
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- | No log | 2.9333 | 44 | 0.8749 | 0.3890 | 0.8749 | 0.9354 |
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- | No log | 3.0667 | 46 | 0.8326 | 0.3913 | 0.8326 | 0.9125 |
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- | No log | 3.2 | 48 | 0.7619 | 0.2244 | 0.7619 | 0.8729 |
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- | No log | 3.3333 | 50 | 0.6595 | 0.3032 | 0.6595 | 0.8121 |
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- | No log | 3.4667 | 52 | 0.6288 | 0.3940 | 0.6288 | 0.7929 |
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- | No log | 3.6 | 54 | 0.5833 | 0.3918 | 0.5833 | 0.7637 |
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- | No log | 3.7333 | 56 | 0.5740 | 0.3755 | 0.5740 | 0.7577 |
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- | No log | 3.8667 | 58 | 0.5904 | 0.4614 | 0.5904 | 0.7684 |
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- | No log | 4.0 | 60 | 0.6626 | 0.4513 | 0.6626 | 0.8140 |
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- | No log | 4.1333 | 62 | 0.9079 | 0.3909 | 0.9079 | 0.9528 |
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- | No log | 4.2667 | 64 | 1.3102 | 0.2627 | 1.3102 | 1.1447 |
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- | No log | 4.4 | 66 | 1.3503 | 0.2752 | 1.3503 | 1.1620 |
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- | No log | 4.5333 | 68 | 1.0563 | 0.3730 | 1.0563 | 1.0278 |
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- | No log | 4.6667 | 70 | 0.7269 | 0.4190 | 0.7269 | 0.8526 |
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- | No log | 4.8 | 72 | 0.6697 | 0.3782 | 0.6697 | 0.8184 |
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- | No log | 4.9333 | 74 | 0.6788 | 0.4167 | 0.6788 | 0.8239 |
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- | No log | 5.0667 | 76 | 0.7779 | 0.2964 | 0.7779 | 0.8820 |
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- | No log | 5.2 | 78 | 0.9147 | 0.3370 | 0.9147 | 0.9564 |
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- | No log | 5.3333 | 80 | 1.1108 | 0.3412 | 1.1108 | 1.0539 |
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- | No log | 5.4667 | 82 | 1.1159 | 0.2968 | 1.1159 | 1.0563 |
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- | No log | 5.6 | 84 | 1.0737 | 0.3013 | 1.0737 | 1.0362 |
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- | No log | 5.7333 | 86 | 0.8418 | 0.4142 | 0.8418 | 0.9175 |
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- | No log | 5.8667 | 88 | 0.6210 | 0.4644 | 0.6210 | 0.7880 |
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- | No log | 6.0 | 90 | 0.5582 | 0.5228 | 0.5582 | 0.7472 |
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- | No log | 6.1333 | 92 | 0.5604 | 0.4837 | 0.5604 | 0.7486 |
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- | No log | 6.2667 | 94 | 0.5788 | 0.4322 | 0.5788 | 0.7608 |
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- | No log | 6.4 | 96 | 0.6349 | 0.4413 | 0.6349 | 0.7968 |
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- | No log | 6.5333 | 98 | 0.8074 | 0.3824 | 0.8074 | 0.8986 |
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- | No log | 6.6667 | 100 | 0.9658 | 0.3650 | 0.9658 | 0.9827 |
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- | No log | 6.8 | 102 | 1.0008 | 0.3849 | 1.0008 | 1.0004 |
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- | No log | 6.9333 | 104 | 0.8691 | 0.4032 | 0.8691 | 0.9322 |
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- | No log | 7.0667 | 106 | 0.7215 | 0.3770 | 0.7215 | 0.8494 |
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- | No log | 7.2 | 108 | 0.6547 | 0.3399 | 0.6547 | 0.8092 |
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- | No log | 7.3333 | 110 | 0.6465 | 0.4247 | 0.6465 | 0.8040 |
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- | No log | 7.4667 | 112 | 0.7029 | 0.4203 | 0.7029 | 0.8384 |
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- | No log | 7.6 | 114 | 0.7912 | 0.3719 | 0.7912 | 0.8895 |
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- | No log | 7.7333 | 116 | 0.8496 | 0.3868 | 0.8496 | 0.9218 |
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- | No log | 7.8667 | 118 | 0.8036 | 0.4021 | 0.8036 | 0.8964 |
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- | No log | 8.0 | 120 | 0.7125 | 0.5173 | 0.7125 | 0.8441 |
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- | No log | 8.1333 | 122 | 0.6024 | 0.5292 | 0.6024 | 0.7761 |
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- | No log | 8.2667 | 124 | 0.5942 | 0.5158 | 0.5942 | 0.7708 |
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- | No log | 8.4 | 126 | 0.6329 | 0.5201 | 0.6329 | 0.7955 |
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- | No log | 8.5333 | 128 | 0.8065 | 0.3868 | 0.8065 | 0.8981 |
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- | No log | 8.6667 | 130 | 1.0598 | 0.3999 | 1.0598 | 1.0295 |
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- | No log | 8.8 | 132 | 0.9645 | 0.3317 | 0.9645 | 0.9821 |
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- | No log | 8.9333 | 134 | 0.8018 | 0.3782 | 0.8018 | 0.8955 |
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- | No log | 9.0667 | 136 | 0.7435 | 0.3913 | 0.7435 | 0.8622 |
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- | No log | 9.2 | 138 | 0.8662 | 0.3707 | 0.8662 | 0.9307 |
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- | No log | 9.3333 | 140 | 0.9891 | 0.3193 | 0.9891 | 0.9945 |
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- | No log | 9.4667 | 142 | 0.9330 | 0.3716 | 0.9330 | 0.9659 |
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- | No log | 9.6 | 144 | 0.7595 | 0.4910 | 0.7595 | 0.8715 |
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- | No log | 9.7333 | 146 | 0.5726 | 0.5468 | 0.5726 | 0.7567 |
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- | No log | 9.8667 | 148 | 0.5413 | 0.4743 | 0.5413 | 0.7357 |
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- | No log | 10.0 | 150 | 0.5982 | 0.5678 | 0.5982 | 0.7734 |
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- | No log | 10.1333 | 152 | 0.8166 | 0.4900 | 0.8166 | 0.9037 |
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- | No log | 10.2667 | 154 | 0.9982 | 0.3915 | 0.9982 | 0.9991 |
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- | No log | 10.4 | 156 | 0.9698 | 0.3617 | 0.9698 | 0.9848 |
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- | No log | 10.5333 | 158 | 0.7829 | 0.3905 | 0.7829 | 0.8848 |
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- | No log | 10.6667 | 160 | 0.6588 | 0.3799 | 0.6588 | 0.8117 |
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- | No log | 10.8 | 162 | 0.6963 | 0.3433 | 0.6963 | 0.8344 |
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- | No log | 10.9333 | 164 | 0.8707 | 0.3556 | 0.8707 | 0.9331 |
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- | No log | 11.0667 | 166 | 1.0240 | 0.3690 | 1.0240 | 1.0119 |
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- | No log | 11.2 | 168 | 0.8801 | 0.3523 | 0.8801 | 0.9381 |
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- | No log | 11.3333 | 170 | 0.7586 | 0.3767 | 0.7586 | 0.8710 |
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- | No log | 11.4667 | 172 | 0.6800 | 0.3913 | 0.6800 | 0.8246 |
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- | No log | 11.6 | 174 | 0.6034 | 0.4123 | 0.6034 | 0.7768 |
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- | No log | 11.7333 | 176 | 0.6285 | 0.4295 | 0.6285 | 0.7928 |
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- | No log | 11.8667 | 178 | 0.6631 | 0.4018 | 0.6631 | 0.8143 |
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- | No log | 12.0 | 180 | 0.6351 | 0.4197 | 0.6351 | 0.7969 |
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- | No log | 12.1333 | 182 | 0.5719 | 0.4925 | 0.5719 | 0.7562 |
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- | No log | 12.2667 | 184 | 0.5400 | 0.5271 | 0.5400 | 0.7348 |
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- | No log | 12.4 | 186 | 0.5628 | 0.4749 | 0.5628 | 0.7502 |
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- | No log | 12.5333 | 188 | 0.5851 | 0.4409 | 0.5851 | 0.7649 |
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- | No log | 12.6667 | 190 | 0.6748 | 0.4275 | 0.6748 | 0.8215 |
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- | No log | 12.8 | 192 | 0.8672 | 0.4270 | 0.8672 | 0.9312 |
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- | No log | 12.9333 | 194 | 1.0545 | 0.3473 | 1.0545 | 1.0269 |
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- | No log | 13.0667 | 196 | 1.0958 | 0.3367 | 1.0958 | 1.0468 |
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- | No log | 13.2 | 198 | 0.9996 | 0.3390 | 0.9996 | 0.9998 |
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- | No log | 13.3333 | 200 | 0.8276 | 0.3477 | 0.8276 | 0.9097 |
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- | No log | 13.4667 | 202 | 0.7088 | 0.3819 | 0.7088 | 0.8419 |
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- | No log | 13.6 | 204 | 0.6725 | 0.3950 | 0.6725 | 0.8201 |
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- | No log | 13.7333 | 206 | 0.6679 | 0.4167 | 0.6679 | 0.8172 |
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- | No log | 13.8667 | 208 | 0.7575 | 0.3731 | 0.7575 | 0.8703 |
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- | No log | 14.0 | 210 | 0.9587 | 0.3850 | 0.9587 | 0.9791 |
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- | No log | 14.1333 | 212 | 1.0213 | 0.3798 | 1.0213 | 1.0106 |
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- | No log | 14.2667 | 214 | 0.9915 | 0.3850 | 0.9915 | 0.9957 |
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- | No log | 14.4 | 216 | 0.8272 | 0.4081 | 0.8272 | 0.9095 |
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- | No log | 14.5333 | 218 | 0.7287 | 0.4333 | 0.7287 | 0.8536 |
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- | No log | 14.6667 | 220 | 0.7101 | 0.4400 | 0.7101 | 0.8427 |
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- | No log | 14.8 | 222 | 0.7448 | 0.4684 | 0.7448 | 0.8630 |
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- | No log | 14.9333 | 224 | 0.7801 | 0.3906 | 0.7801 | 0.8832 |
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- | No log | 15.0667 | 226 | 0.8719 | 0.3956 | 0.8719 | 0.9337 |
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- | No log | 15.2 | 228 | 0.9016 | 0.3776 | 0.9016 | 0.9495 |
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- | No log | 15.3333 | 230 | 0.9649 | 0.3812 | 0.9649 | 0.9823 |
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- | No log | 15.4667 | 232 | 0.8951 | 0.4166 | 0.8951 | 0.9461 |
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- | No log | 15.6 | 234 | 0.8792 | 0.4081 | 0.8792 | 0.9377 |
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- | No log | 15.7333 | 236 | 0.9782 | 0.3655 | 0.9782 | 0.9890 |
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- | No log | 15.8667 | 238 | 0.9815 | 0.3622 | 0.9815 | 0.9907 |
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- | No log | 16.0 | 240 | 0.8973 | 0.3830 | 0.8973 | 0.9472 |
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- | No log | 16.1333 | 242 | 0.7998 | 0.4381 | 0.7998 | 0.8943 |
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- | No log | 16.2667 | 244 | 0.7469 | 0.4745 | 0.7469 | 0.8642 |
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- | No log | 16.4 | 246 | 0.7527 | 0.4424 | 0.7527 | 0.8676 |
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- | No log | 16.5333 | 248 | 0.8494 | 0.3499 | 0.8494 | 0.9216 |
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- | No log | 16.6667 | 250 | 0.9253 | 0.3269 | 0.9253 | 0.9619 |
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- | No log | 16.8 | 252 | 0.9764 | 0.3324 | 0.9764 | 0.9881 |
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- | No log | 16.9333 | 254 | 0.8790 | 0.3538 | 0.8790 | 0.9375 |
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- | No log | 17.0667 | 256 | 0.8225 | 0.3601 | 0.8225 | 0.9069 |
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- | No log | 17.2 | 258 | 0.8044 | 0.3665 | 0.8044 | 0.8969 |
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- | No log | 17.3333 | 260 | 0.8509 | 0.3251 | 0.8509 | 0.9225 |
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- | No log | 17.4667 | 262 | 0.8667 | 0.3193 | 0.8667 | 0.9310 |
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- | No log | 17.6 | 264 | 0.8372 | 0.3194 | 0.8372 | 0.9150 |
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- | No log | 17.7333 | 266 | 0.8507 | 0.3169 | 0.8507 | 0.9224 |
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- | No log | 17.8667 | 268 | 0.8443 | 0.3799 | 0.8443 | 0.9189 |
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- | No log | 18.0 | 270 | 0.8630 | 0.3193 | 0.8630 | 0.9290 |
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- | No log | 18.1333 | 272 | 0.8865 | 0.3381 | 0.8865 | 0.9415 |
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- | No log | 18.2667 | 274 | 0.8479 | 0.4333 | 0.8479 | 0.9208 |
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- | No log | 18.4 | 276 | 0.8899 | 0.4488 | 0.8899 | 0.9434 |
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- | No log | 18.5333 | 278 | 0.9341 | 0.4437 | 0.9341 | 0.9665 |
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- | No log | 18.6667 | 280 | 0.9112 | 0.4789 | 0.9112 | 0.9546 |
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- | No log | 18.8 | 282 | 0.9585 | 0.4015 | 0.9585 | 0.9790 |
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- | No log | 18.9333 | 284 | 0.9283 | 0.4015 | 0.9283 | 0.9635 |
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- | No log | 19.0667 | 286 | 0.8362 | 0.4189 | 0.8362 | 0.9144 |
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- | No log | 19.2 | 288 | 0.7110 | 0.4587 | 0.7110 | 0.8432 |
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- | No log | 19.3333 | 290 | 0.6823 | 0.4827 | 0.6823 | 0.8260 |
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- | No log | 19.4667 | 292 | 0.7431 | 0.4512 | 0.7431 | 0.8620 |
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- | No log | 19.6 | 294 | 0.8076 | 0.3559 | 0.8076 | 0.8987 |
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- | No log | 19.7333 | 296 | 0.7516 | 0.4502 | 0.7516 | 0.8669 |
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- | No log | 19.8667 | 298 | 0.7681 | 0.4587 | 0.7681 | 0.8764 |
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- | No log | 20.0 | 300 | 0.8079 | 0.3719 | 0.8079 | 0.8988 |
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- | No log | 20.1333 | 302 | 0.8371 | 0.3868 | 0.8371 | 0.9149 |
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- | No log | 20.2667 | 304 | 0.8737 | 0.3608 | 0.8737 | 0.9347 |
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- | No log | 20.4 | 306 | 0.7678 | 0.4081 | 0.7678 | 0.8762 |
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- | No log | 20.5333 | 308 | 0.6922 | 0.4812 | 0.6922 | 0.8320 |
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- | No log | 20.6667 | 310 | 0.5839 | 0.5586 | 0.5839 | 0.7642 |
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- | No log | 20.8 | 312 | 0.5687 | 0.5104 | 0.5687 | 0.7541 |
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- | No log | 20.9333 | 314 | 0.6186 | 0.5081 | 0.6186 | 0.7865 |
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- | No log | 21.0667 | 316 | 0.7653 | 0.5416 | 0.7653 | 0.8748 |
210
- | No log | 21.2 | 318 | 1.0082 | 0.4118 | 1.0082 | 1.0041 |
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- | No log | 21.3333 | 320 | 0.9770 | 0.4155 | 0.9770 | 0.9884 |
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- | No log | 21.4667 | 322 | 0.7903 | 0.3953 | 0.7903 | 0.8890 |
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- | No log | 21.6 | 324 | 0.6298 | 0.5219 | 0.6298 | 0.7936 |
214
- | No log | 21.7333 | 326 | 0.6027 | 0.4855 | 0.6027 | 0.7763 |
215
- | No log | 21.8667 | 328 | 0.6441 | 0.5067 | 0.6441 | 0.8025 |
216
- | No log | 22.0 | 330 | 0.7546 | 0.4801 | 0.7546 | 0.8687 |
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- | No log | 22.1333 | 332 | 0.7640 | 0.4726 | 0.7640 | 0.8741 |
218
- | No log | 22.2667 | 334 | 0.8007 | 0.4646 | 0.8007 | 0.8948 |
219
- | No log | 22.4 | 336 | 0.7355 | 0.4808 | 0.7355 | 0.8576 |
220
- | No log | 22.5333 | 338 | 0.7104 | 0.4892 | 0.7104 | 0.8429 |
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- | No log | 22.6667 | 340 | 0.6976 | 0.4892 | 0.6976 | 0.8352 |
222
- | No log | 22.8 | 342 | 0.7113 | 0.5131 | 0.7113 | 0.8434 |
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- | No log | 22.9333 | 344 | 0.7079 | 0.5163 | 0.7079 | 0.8414 |
224
- | No log | 23.0667 | 346 | 0.7352 | 0.5065 | 0.7352 | 0.8575 |
225
- | No log | 23.2 | 348 | 0.7910 | 0.4668 | 0.7910 | 0.8894 |
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- | No log | 23.3333 | 350 | 0.7998 | 0.4794 | 0.7998 | 0.8943 |
227
- | No log | 23.4667 | 352 | 0.7564 | 0.4867 | 0.7564 | 0.8697 |
228
- | No log | 23.6 | 354 | 0.6923 | 0.5410 | 0.6923 | 0.8320 |
229
- | No log | 23.7333 | 356 | 0.6844 | 0.5410 | 0.6844 | 0.8273 |
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- | No log | 23.8667 | 358 | 0.7565 | 0.4536 | 0.7565 | 0.8698 |
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- | No log | 24.0 | 360 | 0.8506 | 0.4189 | 0.8506 | 0.9223 |
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- | No log | 24.1333 | 362 | 0.9039 | 0.4023 | 0.9039 | 0.9507 |
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- | No log | 24.2667 | 364 | 0.9273 | 0.3697 | 0.9273 | 0.9629 |
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- | No log | 24.4 | 366 | 0.8155 | 0.4400 | 0.8155 | 0.9031 |
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- | No log | 24.5333 | 368 | 0.7084 | 0.5586 | 0.7084 | 0.8417 |
236
- | No log | 24.6667 | 370 | 0.7079 | 0.5639 | 0.7079 | 0.8414 |
237
- | No log | 24.8 | 372 | 0.8155 | 0.4333 | 0.8155 | 0.9031 |
238
- | No log | 24.9333 | 374 | 0.9007 | 0.3523 | 0.9007 | 0.9490 |
239
- | No log | 25.0667 | 376 | 0.9871 | 0.3681 | 0.9871 | 0.9935 |
240
- | No log | 25.2 | 378 | 0.9324 | 0.3643 | 0.9324 | 0.9656 |
241
- | No log | 25.3333 | 380 | 0.8241 | 0.3707 | 0.8241 | 0.9078 |
242
- | No log | 25.4667 | 382 | 0.7190 | 0.4036 | 0.7190 | 0.8479 |
243
- | No log | 25.6 | 384 | 0.6914 | 0.4112 | 0.6914 | 0.8315 |
244
- | No log | 25.7333 | 386 | 0.7318 | 0.3981 | 0.7318 | 0.8555 |
245
- | No log | 25.8667 | 388 | 0.8246 | 0.3807 | 0.8246 | 0.9081 |
246
- | No log | 26.0 | 390 | 0.8901 | 0.3425 | 0.8901 | 0.9435 |
247
- | No log | 26.1333 | 392 | 0.9412 | 0.3233 | 0.9412 | 0.9702 |
248
- | No log | 26.2667 | 394 | 0.9149 | 0.3484 | 0.9149 | 0.9565 |
249
- | No log | 26.4 | 396 | 0.8546 | 0.4114 | 0.8546 | 0.9245 |
250
- | No log | 26.5333 | 398 | 0.7985 | 0.4531 | 0.7985 | 0.8936 |
251
- | No log | 26.6667 | 400 | 0.7304 | 0.5086 | 0.7304 | 0.8546 |
252
- | No log | 26.8 | 402 | 0.7419 | 0.4978 | 0.7419 | 0.8613 |
253
- | No log | 26.9333 | 404 | 0.8044 | 0.3913 | 0.8044 | 0.8969 |
254
- | No log | 27.0667 | 406 | 0.8549 | 0.3445 | 0.8549 | 0.9246 |
255
- | No log | 27.2 | 408 | 0.8232 | 0.3499 | 0.8232 | 0.9073 |
256
- | No log | 27.3333 | 410 | 0.7618 | 0.4349 | 0.7618 | 0.8728 |
257
- | No log | 27.4667 | 412 | 0.7169 | 0.4576 | 0.7169 | 0.8467 |
258
- | No log | 27.6 | 414 | 0.6757 | 0.4925 | 0.6757 | 0.8220 |
259
- | No log | 27.7333 | 416 | 0.6996 | 0.4911 | 0.6996 | 0.8364 |
260
- | No log | 27.8667 | 418 | 0.7370 | 0.4819 | 0.7370 | 0.8585 |
261
- | No log | 28.0 | 420 | 0.7276 | 0.4819 | 0.7276 | 0.8530 |
262
- | No log | 28.1333 | 422 | 0.6672 | 0.5452 | 0.6672 | 0.8168 |
263
- | No log | 28.2667 | 424 | 0.6516 | 0.5403 | 0.6516 | 0.8072 |
264
- | No log | 28.4 | 426 | 0.6580 | 0.5349 | 0.6580 | 0.8112 |
265
- | No log | 28.5333 | 428 | 0.7039 | 0.4741 | 0.7039 | 0.8390 |
266
- | No log | 28.6667 | 430 | 0.8036 | 0.3669 | 0.8036 | 0.8964 |
267
- | No log | 28.8 | 432 | 0.8440 | 0.3669 | 0.8440 | 0.9187 |
268
- | No log | 28.9333 | 434 | 0.7702 | 0.3953 | 0.7702 | 0.8776 |
269
- | No log | 29.0667 | 436 | 0.7142 | 0.4369 | 0.7142 | 0.8451 |
270
- | No log | 29.2 | 438 | 0.6378 | 0.6029 | 0.6378 | 0.7986 |
271
- | No log | 29.3333 | 440 | 0.6170 | 0.6029 | 0.6170 | 0.7855 |
272
- | No log | 29.4667 | 442 | 0.6596 | 0.4602 | 0.6596 | 0.8122 |
273
- | No log | 29.6 | 444 | 0.6906 | 0.4350 | 0.6906 | 0.8310 |
274
- | No log | 29.7333 | 446 | 0.6625 | 0.4350 | 0.6625 | 0.8140 |
275
- | No log | 29.8667 | 448 | 0.6125 | 0.6029 | 0.6125 | 0.7826 |
276
- | No log | 30.0 | 450 | 0.5694 | 0.5803 | 0.5694 | 0.7546 |
277
- | No log | 30.1333 | 452 | 0.5637 | 0.5803 | 0.5637 | 0.7508 |
278
- | No log | 30.2667 | 454 | 0.5816 | 0.5803 | 0.5816 | 0.7626 |
279
- | No log | 30.4 | 456 | 0.6320 | 0.6029 | 0.6320 | 0.7950 |
280
- | No log | 30.5333 | 458 | 0.7291 | 0.4606 | 0.7291 | 0.8539 |
281
- | No log | 30.6667 | 460 | 0.8245 | 0.3577 | 0.8245 | 0.9080 |
282
- | No log | 30.8 | 462 | 0.7912 | 0.3909 | 0.7912 | 0.8895 |
283
- | No log | 30.9333 | 464 | 0.7132 | 0.4522 | 0.7132 | 0.8445 |
284
- | No log | 31.0667 | 466 | 0.6629 | 0.5252 | 0.6629 | 0.8142 |
285
- | No log | 31.2 | 468 | 0.6548 | 0.5252 | 0.6548 | 0.8092 |
286
- | No log | 31.3333 | 470 | 0.6921 | 0.5310 | 0.6921 | 0.8319 |
287
- | No log | 31.4667 | 472 | 0.7014 | 0.5544 | 0.7014 | 0.8375 |
288
- | No log | 31.6 | 474 | 0.7026 | 0.5586 | 0.7026 | 0.8382 |
289
- | No log | 31.7333 | 476 | 0.7362 | 0.4457 | 0.7362 | 0.8580 |
290
- | No log | 31.8667 | 478 | 0.7525 | 0.4385 | 0.7525 | 0.8675 |
291
- | No log | 32.0 | 480 | 0.7509 | 0.4385 | 0.7509 | 0.8665 |
292
- | No log | 32.1333 | 482 | 0.7135 | 0.5190 | 0.7135 | 0.8447 |
293
- | No log | 32.2667 | 484 | 0.6821 | 0.4997 | 0.6821 | 0.8259 |
294
- | No log | 32.4 | 486 | 0.7247 | 0.5219 | 0.7247 | 0.8513 |
295
- | No log | 32.5333 | 488 | 0.8262 | 0.2971 | 0.8262 | 0.9090 |
296
- | No log | 32.6667 | 490 | 0.8992 | 0.3131 | 0.8992 | 0.9483 |
297
- | No log | 32.8 | 492 | 0.9191 | 0.2898 | 0.9191 | 0.9587 |
298
- | No log | 32.9333 | 494 | 0.8656 | 0.3105 | 0.8656 | 0.9304 |
299
- | No log | 33.0667 | 496 | 0.7626 | 0.3940 | 0.7626 | 0.8732 |
300
- | No log | 33.2 | 498 | 0.7118 | 0.4997 | 0.7118 | 0.8437 |
301
- | 0.2561 | 33.3333 | 500 | 0.7257 | 0.4491 | 0.7257 | 0.8519 |
302
- | 0.2561 | 33.4667 | 502 | 0.7575 | 0.4329 | 0.7575 | 0.8704 |
303
- | 0.2561 | 33.6 | 504 | 0.8212 | 0.3076 | 0.8212 | 0.9062 |
304
- | 0.2561 | 33.7333 | 506 | 0.8982 | 0.2461 | 0.8982 | 0.9477 |
305
- | 0.2561 | 33.8667 | 508 | 0.8868 | 0.2777 | 0.8868 | 0.9417 |
306
- | 0.2561 | 34.0 | 510 | 0.8351 | 0.3105 | 0.8351 | 0.9138 |
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k4_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_k4_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: 0.6488
19
+ - Qwk: 0.5594
20
+ - Mse: 0.6488
21
+ - Rmse: 0.8055
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1 | 2 | 2.5182 | -0.0788 | 2.5182 | 1.5869 |
53
+ | No log | 0.2 | 4 | 1.0823 | 0.1549 | 1.0823 | 1.0403 |
54
+ | No log | 0.3 | 6 | 0.7961 | 0.0937 | 0.7961 | 0.8923 |
55
+ | No log | 0.4 | 8 | 0.7667 | 0.2751 | 0.7667 | 0.8756 |
56
+ | No log | 0.5 | 10 | 0.7429 | 0.3069 | 0.7429 | 0.8619 |
57
+ | No log | 0.6 | 12 | 0.7226 | 0.2784 | 0.7226 | 0.8501 |
58
+ | No log | 0.7 | 14 | 0.7534 | 0.0856 | 0.7534 | 0.8680 |
59
+ | No log | 0.8 | 16 | 0.6957 | 0.2308 | 0.6957 | 0.8341 |
60
+ | No log | 0.9 | 18 | 0.6880 | 0.3465 | 0.6880 | 0.8294 |
61
+ | No log | 1.0 | 20 | 0.7341 | 0.1807 | 0.7341 | 0.8568 |
62
+ | No log | 1.1 | 22 | 0.7349 | 0.0757 | 0.7349 | 0.8572 |
63
+ | No log | 1.2 | 24 | 0.7443 | 0.1561 | 0.7443 | 0.8627 |
64
+ | No log | 1.3 | 26 | 0.7251 | 0.2270 | 0.7251 | 0.8515 |
65
+ | No log | 1.4 | 28 | 0.6860 | 0.3405 | 0.6860 | 0.8283 |
66
+ | No log | 1.5 | 30 | 0.6688 | -0.0054 | 0.6688 | 0.8178 |
67
+ | No log | 1.6 | 32 | 0.6800 | 0.0481 | 0.6800 | 0.8246 |
68
+ | No log | 1.7 | 34 | 0.6493 | 0.1498 | 0.6493 | 0.8058 |
69
+ | No log | 1.8 | 36 | 0.6746 | 0.3465 | 0.6746 | 0.8214 |
70
+ | No log | 1.9 | 38 | 0.7718 | 0.3302 | 0.7718 | 0.8785 |
71
+ | No log | 2.0 | 40 | 0.7761 | 0.3302 | 0.7761 | 0.8810 |
72
+ | No log | 2.1 | 42 | 0.6721 | 0.2883 | 0.6721 | 0.8198 |
73
+ | No log | 2.2 | 44 | 0.5983 | 0.3166 | 0.5983 | 0.7735 |
74
+ | No log | 2.3 | 46 | 0.5717 | 0.3081 | 0.5717 | 0.7561 |
75
+ | No log | 2.4 | 48 | 0.6313 | 0.4052 | 0.6313 | 0.7946 |
76
+ | No log | 2.5 | 50 | 0.6195 | 0.4052 | 0.6195 | 0.7871 |
77
+ | No log | 2.6 | 52 | 0.5305 | 0.3661 | 0.5305 | 0.7284 |
78
+ | No log | 2.7 | 54 | 0.6386 | 0.4491 | 0.6386 | 0.7991 |
79
+ | No log | 2.8 | 56 | 0.9080 | 0.3697 | 0.9080 | 0.9529 |
80
+ | No log | 2.9 | 58 | 0.8929 | 0.3846 | 0.8929 | 0.9449 |
81
+ | No log | 3.0 | 60 | 0.8572 | 0.3520 | 0.8572 | 0.9258 |
82
+ | No log | 3.1 | 62 | 0.7875 | 0.3544 | 0.7875 | 0.8874 |
83
+ | No log | 3.2 | 64 | 0.7215 | 0.3996 | 0.7215 | 0.8494 |
84
+ | No log | 3.3 | 66 | 0.7274 | 0.4491 | 0.7274 | 0.8529 |
85
+ | No log | 3.4 | 68 | 0.6349 | 0.3060 | 0.6349 | 0.7968 |
86
+ | No log | 3.5 | 70 | 0.5865 | 0.3662 | 0.5865 | 0.7659 |
87
+ | No log | 3.6 | 72 | 0.6720 | 0.4801 | 0.6720 | 0.8198 |
88
+ | No log | 3.7 | 74 | 0.6399 | 0.4726 | 0.6399 | 0.7999 |
89
+ | No log | 3.8 | 76 | 0.5940 | 0.4916 | 0.5940 | 0.7707 |
90
+ | No log | 3.9 | 78 | 0.5213 | 0.5167 | 0.5213 | 0.7220 |
91
+ | No log | 4.0 | 80 | 0.5139 | 0.5110 | 0.5139 | 0.7169 |
92
+ | No log | 4.1 | 82 | 0.5283 | 0.4642 | 0.5283 | 0.7268 |
93
+ | No log | 4.2 | 84 | 0.7048 | 0.5368 | 0.7048 | 0.8395 |
94
+ | No log | 4.3 | 86 | 0.7551 | 0.4295 | 0.7551 | 0.8690 |
95
+ | No log | 4.4 | 88 | 0.7399 | 0.4295 | 0.7399 | 0.8602 |
96
+ | No log | 4.5 | 90 | 0.7456 | 0.5139 | 0.7456 | 0.8635 |
97
+ | No log | 4.6 | 92 | 0.7641 | 0.5443 | 0.7641 | 0.8741 |
98
+ | No log | 4.7 | 94 | 0.8859 | 0.4906 | 0.8859 | 0.9412 |
99
+ | No log | 4.8 | 96 | 0.7957 | 0.5175 | 0.7957 | 0.8920 |
100
+ | No log | 4.9 | 98 | 0.6406 | 0.5470 | 0.6406 | 0.8003 |
101
+ | No log | 5.0 | 100 | 0.6186 | 0.5098 | 0.6186 | 0.7865 |
102
+ | No log | 5.1 | 102 | 0.6095 | 0.4883 | 0.6095 | 0.7807 |
103
+ | No log | 5.2 | 104 | 0.6013 | 0.3762 | 0.6013 | 0.7755 |
104
+ | No log | 5.3 | 106 | 0.6086 | 0.3887 | 0.6086 | 0.7802 |
105
+ | No log | 5.4 | 108 | 0.6487 | 0.5308 | 0.6487 | 0.8054 |
106
+ | No log | 5.5 | 110 | 0.6547 | 0.5195 | 0.6547 | 0.8091 |
107
+ | No log | 5.6 | 112 | 0.6246 | 0.4377 | 0.6246 | 0.7903 |
108
+ | No log | 5.7 | 114 | 0.6299 | 0.4268 | 0.6299 | 0.7936 |
109
+ | No log | 5.8 | 116 | 0.6838 | 0.4481 | 0.6838 | 0.8269 |
110
+ | No log | 5.9 | 118 | 0.9286 | 0.4519 | 0.9286 | 0.9636 |
111
+ | No log | 6.0 | 120 | 0.9845 | 0.4332 | 0.9845 | 0.9922 |
112
+ | No log | 6.1 | 122 | 0.8228 | 0.4733 | 0.8228 | 0.9071 |
113
+ | No log | 6.2 | 124 | 0.6809 | 0.4853 | 0.6809 | 0.8252 |
114
+ | No log | 6.3 | 126 | 0.6686 | 0.5323 | 0.6686 | 0.8177 |
115
+ | No log | 6.4 | 128 | 0.7091 | 0.5431 | 0.7091 | 0.8421 |
116
+ | No log | 6.5 | 130 | 0.8004 | 0.4815 | 0.8004 | 0.8946 |
117
+ | No log | 6.6 | 132 | 0.8852 | 0.4336 | 0.8852 | 0.9408 |
118
+ | No log | 6.7 | 134 | 0.7816 | 0.4303 | 0.7816 | 0.8841 |
119
+ | No log | 6.8 | 136 | 0.6670 | 0.4872 | 0.6670 | 0.8167 |
120
+ | No log | 6.9 | 138 | 0.6105 | 0.4819 | 0.6105 | 0.7814 |
121
+ | No log | 7.0 | 140 | 0.5932 | 0.5373 | 0.5932 | 0.7702 |
122
+ | No log | 7.1 | 142 | 0.6678 | 0.5457 | 0.6678 | 0.8172 |
123
+ | No log | 7.2 | 144 | 0.6556 | 0.5789 | 0.6556 | 0.8097 |
124
+ | No log | 7.3 | 146 | 0.7200 | 0.4937 | 0.7200 | 0.8485 |
125
+ | No log | 7.4 | 148 | 0.6845 | 0.4284 | 0.6845 | 0.8274 |
126
+ | No log | 7.5 | 150 | 0.6806 | 0.3909 | 0.6806 | 0.8250 |
127
+ | No log | 7.6 | 152 | 0.6712 | 0.4284 | 0.6712 | 0.8193 |
128
+ | No log | 7.7 | 154 | 0.6923 | 0.4369 | 0.6923 | 0.8320 |
129
+ | No log | 7.8 | 156 | 0.7414 | 0.4805 | 0.7414 | 0.8610 |
130
+ | No log | 7.9 | 158 | 0.6181 | 0.5323 | 0.6181 | 0.7862 |
131
+ | No log | 8.0 | 160 | 0.5328 | 0.5324 | 0.5328 | 0.7299 |
132
+ | No log | 8.1 | 162 | 0.5554 | 0.4116 | 0.5554 | 0.7453 |
133
+ | No log | 8.2 | 164 | 0.5526 | 0.5167 | 0.5526 | 0.7433 |
134
+ | No log | 8.3 | 166 | 0.6182 | 0.4719 | 0.6182 | 0.7863 |
135
+ | No log | 8.4 | 168 | 0.6377 | 0.4719 | 0.6377 | 0.7986 |
136
+ | No log | 8.5 | 170 | 0.6079 | 0.5093 | 0.6079 | 0.7797 |
137
+ | No log | 8.6 | 172 | 0.5836 | 0.5286 | 0.5836 | 0.7640 |
138
+ | No log | 8.7 | 174 | 0.6067 | 0.4656 | 0.6067 | 0.7789 |
139
+ | No log | 8.8 | 176 | 0.5898 | 0.4656 | 0.5898 | 0.7680 |
140
+ | No log | 8.9 | 178 | 0.5747 | 0.5373 | 0.5747 | 0.7581 |
141
+ | No log | 9.0 | 180 | 0.6342 | 0.5639 | 0.6342 | 0.7963 |
142
+ | No log | 9.1 | 182 | 0.7626 | 0.4993 | 0.7626 | 0.8733 |
143
+ | No log | 9.2 | 184 | 0.8069 | 0.4993 | 0.8069 | 0.8983 |
144
+ | No log | 9.3 | 186 | 0.6966 | 0.5423 | 0.6966 | 0.8346 |
145
+ | No log | 9.4 | 188 | 0.6396 | 0.5003 | 0.6396 | 0.7997 |
146
+ | No log | 9.5 | 190 | 0.6518 | 0.4987 | 0.6518 | 0.8074 |
147
+ | No log | 9.6 | 192 | 0.6496 | 0.5229 | 0.6496 | 0.8060 |
148
+ | No log | 9.7 | 194 | 0.6865 | 0.4648 | 0.6865 | 0.8285 |
149
+ | No log | 9.8 | 196 | 0.6837 | 0.4684 | 0.6837 | 0.8268 |
150
+ | No log | 9.9 | 198 | 0.6597 | 0.4315 | 0.6597 | 0.8122 |
151
+ | No log | 10.0 | 200 | 0.6120 | 0.4314 | 0.6120 | 0.7823 |
152
+ | No log | 10.1 | 202 | 0.6009 | 0.3738 | 0.6009 | 0.7752 |
153
+ | No log | 10.2 | 204 | 0.6213 | 0.4352 | 0.6213 | 0.7882 |
154
+ | No log | 10.3 | 206 | 0.7179 | 0.3799 | 0.7179 | 0.8473 |
155
+ | No log | 10.4 | 208 | 0.7139 | 0.4203 | 0.7139 | 0.8449 |
156
+ | No log | 10.5 | 210 | 0.6560 | 0.4982 | 0.6560 | 0.8099 |
157
+ | No log | 10.6 | 212 | 0.6183 | 0.4954 | 0.6183 | 0.7863 |
158
+ | No log | 10.7 | 214 | 0.6070 | 0.4954 | 0.6070 | 0.7791 |
159
+ | No log | 10.8 | 216 | 0.5904 | 0.5164 | 0.5904 | 0.7684 |
160
+ | No log | 10.9 | 218 | 0.5667 | 0.5109 | 0.5667 | 0.7528 |
161
+ | No log | 11.0 | 220 | 0.5401 | 0.4801 | 0.5401 | 0.7349 |
162
+ | No log | 11.1 | 222 | 0.5226 | 0.4914 | 0.5226 | 0.7229 |
163
+ | No log | 11.2 | 224 | 0.5323 | 0.5560 | 0.5323 | 0.7296 |
164
+ | No log | 11.3 | 226 | 0.5725 | 0.5140 | 0.5725 | 0.7566 |
165
+ | No log | 11.4 | 228 | 0.5628 | 0.5395 | 0.5628 | 0.7502 |
166
+ | No log | 11.5 | 230 | 0.5400 | 0.5723 | 0.5400 | 0.7349 |
167
+ | No log | 11.6 | 232 | 0.5341 | 0.6446 | 0.5341 | 0.7308 |
168
+ | No log | 11.7 | 234 | 0.5574 | 0.6187 | 0.5574 | 0.7466 |
169
+ | No log | 11.8 | 236 | 0.5774 | 0.5633 | 0.5774 | 0.7599 |
170
+ | No log | 11.9 | 238 | 0.5785 | 0.5179 | 0.5785 | 0.7606 |
171
+ | No log | 12.0 | 240 | 0.5768 | 0.5179 | 0.5768 | 0.7595 |
172
+ | No log | 12.1 | 242 | 0.5750 | 0.5633 | 0.5750 | 0.7583 |
173
+ | No log | 12.2 | 244 | 0.6075 | 0.5918 | 0.6075 | 0.7794 |
174
+ | No log | 12.3 | 246 | 0.6743 | 0.5827 | 0.6743 | 0.8211 |
175
+ | No log | 12.4 | 248 | 0.6038 | 0.5719 | 0.6038 | 0.7771 |
176
+ | No log | 12.5 | 250 | 0.5317 | 0.6441 | 0.5317 | 0.7292 |
177
+ | No log | 12.6 | 252 | 0.5311 | 0.5125 | 0.5311 | 0.7288 |
178
+ | No log | 12.7 | 254 | 0.5407 | 0.4904 | 0.5407 | 0.7353 |
179
+ | No log | 12.8 | 256 | 0.5568 | 0.5289 | 0.5568 | 0.7462 |
180
+ | No log | 12.9 | 258 | 0.6268 | 0.5524 | 0.6268 | 0.7917 |
181
+ | No log | 13.0 | 260 | 0.8499 | 0.4910 | 0.8499 | 0.9219 |
182
+ | No log | 13.1 | 262 | 0.9158 | 0.4604 | 0.9158 | 0.9570 |
183
+ | No log | 13.2 | 264 | 0.8215 | 0.5047 | 0.8215 | 0.9064 |
184
+ | No log | 13.3 | 266 | 0.6716 | 0.4997 | 0.6716 | 0.8195 |
185
+ | No log | 13.4 | 268 | 0.5989 | 0.4719 | 0.5989 | 0.7739 |
186
+ | No log | 13.5 | 270 | 0.5901 | 0.4910 | 0.5901 | 0.7682 |
187
+ | No log | 13.6 | 272 | 0.5693 | 0.4831 | 0.5693 | 0.7545 |
188
+ | No log | 13.7 | 274 | 0.5607 | 0.5337 | 0.5607 | 0.7488 |
189
+ | No log | 13.8 | 276 | 0.5875 | 0.5748 | 0.5875 | 0.7665 |
190
+ | No log | 13.9 | 278 | 0.6008 | 0.5735 | 0.6008 | 0.7751 |
191
+ | No log | 14.0 | 280 | 0.6063 | 0.5293 | 0.6063 | 0.7786 |
192
+ | No log | 14.1 | 282 | 0.6267 | 0.5231 | 0.6267 | 0.7917 |
193
+ | No log | 14.2 | 284 | 0.5986 | 0.4980 | 0.5986 | 0.7737 |
194
+ | No log | 14.3 | 286 | 0.5276 | 0.4639 | 0.5276 | 0.7264 |
195
+ | No log | 14.4 | 288 | 0.5200 | 0.4211 | 0.5200 | 0.7211 |
196
+ | No log | 14.5 | 290 | 0.5365 | 0.4174 | 0.5365 | 0.7324 |
197
+ | No log | 14.6 | 292 | 0.5148 | 0.4677 | 0.5148 | 0.7175 |
198
+ | No log | 14.7 | 294 | 0.5191 | 0.5428 | 0.5191 | 0.7205 |
199
+ | No log | 14.8 | 296 | 0.5781 | 0.5388 | 0.5781 | 0.7603 |
200
+ | No log | 14.9 | 298 | 0.6735 | 0.5325 | 0.6735 | 0.8207 |
201
+ | No log | 15.0 | 300 | 0.6649 | 0.4812 | 0.6649 | 0.8154 |
202
+ | No log | 15.1 | 302 | 0.5933 | 0.4782 | 0.5933 | 0.7703 |
203
+ | No log | 15.2 | 304 | 0.5514 | 0.4901 | 0.5514 | 0.7425 |
204
+ | No log | 15.3 | 306 | 0.5700 | 0.4901 | 0.5700 | 0.7550 |
205
+ | No log | 15.4 | 308 | 0.6332 | 0.5259 | 0.6332 | 0.7957 |
206
+ | No log | 15.5 | 310 | 0.7766 | 0.4717 | 0.7766 | 0.8813 |
207
+ | No log | 15.6 | 312 | 0.7984 | 0.4717 | 0.7984 | 0.8935 |
208
+ | No log | 15.7 | 314 | 0.6747 | 0.5190 | 0.6747 | 0.8214 |
209
+ | No log | 15.8 | 316 | 0.5372 | 0.6025 | 0.5372 | 0.7329 |
210
+ | No log | 15.9 | 318 | 0.5121 | 0.4955 | 0.5121 | 0.7156 |
211
+ | No log | 16.0 | 320 | 0.5025 | 0.5719 | 0.5025 | 0.7089 |
212
+ | No log | 16.1 | 322 | 0.4979 | 0.5756 | 0.4979 | 0.7056 |
213
+ | No log | 16.2 | 324 | 0.4963 | 0.5756 | 0.4963 | 0.7045 |
214
+ | No log | 16.3 | 326 | 0.4827 | 0.5800 | 0.4827 | 0.6947 |
215
+ | No log | 16.4 | 328 | 0.4786 | 0.6024 | 0.4786 | 0.6918 |
216
+ | No log | 16.5 | 330 | 0.4805 | 0.5286 | 0.4805 | 0.6932 |
217
+ | No log | 16.6 | 332 | 0.4794 | 0.6024 | 0.4794 | 0.6924 |
218
+ | No log | 16.7 | 334 | 0.5669 | 0.4979 | 0.5669 | 0.7530 |
219
+ | No log | 16.8 | 336 | 0.6367 | 0.5402 | 0.6367 | 0.7979 |
220
+ | No log | 16.9 | 338 | 0.6001 | 0.4887 | 0.6001 | 0.7747 |
221
+ | No log | 17.0 | 340 | 0.5432 | 0.4929 | 0.5432 | 0.7370 |
222
+ | No log | 17.1 | 342 | 0.5426 | 0.5223 | 0.5426 | 0.7366 |
223
+ | No log | 17.2 | 344 | 0.5929 | 0.4829 | 0.5929 | 0.7700 |
224
+ | No log | 17.3 | 346 | 0.6005 | 0.5354 | 0.6005 | 0.7749 |
225
+ | No log | 17.4 | 348 | 0.5452 | 0.5605 | 0.5452 | 0.7384 |
226
+ | No log | 17.5 | 350 | 0.5271 | 0.5687 | 0.5271 | 0.7260 |
227
+ | No log | 17.6 | 352 | 0.5193 | 0.5457 | 0.5193 | 0.7206 |
228
+ | No log | 17.7 | 354 | 0.5186 | 0.5306 | 0.5186 | 0.7202 |
229
+ | No log | 17.8 | 356 | 0.5279 | 0.4830 | 0.5279 | 0.7266 |
230
+ | No log | 17.9 | 358 | 0.5315 | 0.4467 | 0.5315 | 0.7291 |
231
+ | No log | 18.0 | 360 | 0.5313 | 0.4155 | 0.5313 | 0.7289 |
232
+ | No log | 18.1 | 362 | 0.5313 | 0.4103 | 0.5313 | 0.7289 |
233
+ | No log | 18.2 | 364 | 0.5697 | 0.4916 | 0.5697 | 0.7548 |
234
+ | No log | 18.3 | 366 | 0.6011 | 0.4911 | 0.6011 | 0.7753 |
235
+ | No log | 18.4 | 368 | 0.5794 | 0.4845 | 0.5794 | 0.7612 |
236
+ | No log | 18.5 | 370 | 0.5543 | 0.4642 | 0.5543 | 0.7445 |
237
+ | No log | 18.6 | 372 | 0.5524 | 0.4013 | 0.5524 | 0.7433 |
238
+ | No log | 18.7 | 374 | 0.5598 | 0.4562 | 0.5598 | 0.7482 |
239
+ | No log | 18.8 | 376 | 0.5888 | 0.5042 | 0.5888 | 0.7674 |
240
+ | No log | 18.9 | 378 | 0.6421 | 0.5042 | 0.6421 | 0.8013 |
241
+ | No log | 19.0 | 380 | 0.6526 | 0.5293 | 0.6526 | 0.8079 |
242
+ | No log | 19.1 | 382 | 0.6058 | 0.5373 | 0.6058 | 0.7783 |
243
+ | No log | 19.2 | 384 | 0.5600 | 0.4721 | 0.5600 | 0.7483 |
244
+ | No log | 19.3 | 386 | 0.5515 | 0.4523 | 0.5515 | 0.7426 |
245
+ | No log | 19.4 | 388 | 0.5795 | 0.4542 | 0.5795 | 0.7612 |
246
+ | No log | 19.5 | 390 | 0.6578 | 0.4542 | 0.6578 | 0.8110 |
247
+ | No log | 19.6 | 392 | 0.7640 | 0.3333 | 0.7640 | 0.8741 |
248
+ | No log | 19.7 | 394 | 0.7630 | 0.3333 | 0.7630 | 0.8735 |
249
+ | No log | 19.8 | 396 | 0.6932 | 0.4036 | 0.6932 | 0.8326 |
250
+ | No log | 19.9 | 398 | 0.6295 | 0.4855 | 0.6295 | 0.7934 |
251
+ | No log | 20.0 | 400 | 0.6156 | 0.4855 | 0.6156 | 0.7846 |
252
+ | No log | 20.1 | 402 | 0.5915 | 0.5272 | 0.5915 | 0.7691 |
253
+ | No log | 20.2 | 404 | 0.5800 | 0.5817 | 0.5800 | 0.7616 |
254
+ | No log | 20.3 | 406 | 0.5495 | 0.5428 | 0.5495 | 0.7413 |
255
+ | No log | 20.4 | 408 | 0.5337 | 0.5057 | 0.5337 | 0.7305 |
256
+ | No log | 20.5 | 410 | 0.5238 | 0.4776 | 0.5238 | 0.7237 |
257
+ | No log | 20.6 | 412 | 0.5139 | 0.5201 | 0.5139 | 0.7169 |
258
+ | No log | 20.7 | 414 | 0.5157 | 0.5845 | 0.5157 | 0.7181 |
259
+ | No log | 20.8 | 416 | 0.5550 | 0.6063 | 0.5550 | 0.7450 |
260
+ | No log | 20.9 | 418 | 0.6099 | 0.5595 | 0.6099 | 0.7810 |
261
+ | No log | 21.0 | 420 | 0.6493 | 0.5388 | 0.6493 | 0.8058 |
262
+ | No log | 21.1 | 422 | 0.6218 | 0.5470 | 0.6218 | 0.7885 |
263
+ | No log | 21.2 | 424 | 0.5655 | 0.5617 | 0.5655 | 0.7520 |
264
+ | No log | 21.3 | 426 | 0.5460 | 0.5577 | 0.5460 | 0.7389 |
265
+ | No log | 21.4 | 428 | 0.5381 | 0.5617 | 0.5381 | 0.7335 |
266
+ | No log | 21.5 | 430 | 0.5511 | 0.5442 | 0.5511 | 0.7424 |
267
+ | No log | 21.6 | 432 | 0.5540 | 0.4997 | 0.5540 | 0.7443 |
268
+ | No log | 21.7 | 434 | 0.5495 | 0.5388 | 0.5495 | 0.7413 |
269
+ | No log | 21.8 | 436 | 0.5349 | 0.5470 | 0.5349 | 0.7314 |
270
+ | No log | 21.9 | 438 | 0.5185 | 0.5920 | 0.5185 | 0.7201 |
271
+ | No log | 22.0 | 440 | 0.5005 | 0.5560 | 0.5005 | 0.7074 |
272
+ | No log | 22.1 | 442 | 0.4940 | 0.6067 | 0.4940 | 0.7029 |
273
+ | No log | 22.2 | 444 | 0.4751 | 0.6001 | 0.4751 | 0.6893 |
274
+ | No log | 22.3 | 446 | 0.4786 | 0.5782 | 0.4786 | 0.6918 |
275
+ | No log | 22.4 | 448 | 0.4866 | 0.5404 | 0.4866 | 0.6975 |
276
+ | No log | 22.5 | 450 | 0.5009 | 0.5801 | 0.5009 | 0.7077 |
277
+ | No log | 22.6 | 452 | 0.5414 | 0.5617 | 0.5414 | 0.7358 |
278
+ | No log | 22.7 | 454 | 0.5753 | 0.5617 | 0.5753 | 0.7585 |
279
+ | No log | 22.8 | 456 | 0.5792 | 0.5237 | 0.5792 | 0.7611 |
280
+ | No log | 22.9 | 458 | 0.5986 | 0.4911 | 0.5986 | 0.7737 |
281
+ | No log | 23.0 | 460 | 0.6100 | 0.5063 | 0.6100 | 0.7811 |
282
+ | No log | 23.1 | 462 | 0.6184 | 0.5497 | 0.6184 | 0.7864 |
283
+ | No log | 23.2 | 464 | 0.5782 | 0.5639 | 0.5782 | 0.7604 |
284
+ | No log | 23.3 | 466 | 0.5676 | 0.5639 | 0.5676 | 0.7534 |
285
+ | No log | 23.4 | 468 | 0.5449 | 0.5442 | 0.5449 | 0.7381 |
286
+ | No log | 23.5 | 470 | 0.5265 | 0.5583 | 0.5265 | 0.7256 |
287
+ | No log | 23.6 | 472 | 0.5134 | 0.6145 | 0.5134 | 0.7166 |
288
+ | No log | 23.7 | 474 | 0.5188 | 0.5995 | 0.5188 | 0.7203 |
289
+ | No log | 23.8 | 476 | 0.5154 | 0.5995 | 0.5154 | 0.7179 |
290
+ | No log | 23.9 | 478 | 0.5141 | 0.5923 | 0.5141 | 0.7170 |
291
+ | No log | 24.0 | 480 | 0.5017 | 0.5937 | 0.5017 | 0.7083 |
292
+ | No log | 24.1 | 482 | 0.5010 | 0.6038 | 0.5010 | 0.7078 |
293
+ | No log | 24.2 | 484 | 0.4906 | 0.6038 | 0.4906 | 0.7004 |
294
+ | No log | 24.3 | 486 | 0.4949 | 0.6506 | 0.4949 | 0.7035 |
295
+ | No log | 24.4 | 488 | 0.5101 | 0.5831 | 0.5101 | 0.7142 |
296
+ | No log | 24.5 | 490 | 0.5265 | 0.5468 | 0.5265 | 0.7256 |
297
+ | No log | 24.6 | 492 | 0.5114 | 0.5655 | 0.5114 | 0.7151 |
298
+ | No log | 24.7 | 494 | 0.4950 | 0.5307 | 0.4950 | 0.7036 |
299
+ | No log | 24.8 | 496 | 0.4792 | 0.5422 | 0.4792 | 0.6923 |
300
+ | No log | 24.9 | 498 | 0.4727 | 0.5703 | 0.4727 | 0.6875 |
301
+ | 0.2832 | 25.0 | 500 | 0.4727 | 0.6214 | 0.4727 | 0.6875 |
302
+ | 0.2832 | 25.1 | 502 | 0.4758 | 0.6705 | 0.4758 | 0.6898 |
303
+ | 0.2832 | 25.2 | 504 | 0.4742 | 0.6434 | 0.4742 | 0.6886 |
304
+ | 0.2832 | 25.3 | 506 | 0.4811 | 0.6240 | 0.4811 | 0.6936 |
305
+ | 0.2832 | 25.4 | 508 | 0.4871 | 0.6506 | 0.4871 | 0.6979 |
306
+ | 0.2832 | 25.5 | 510 | 0.4864 | 0.6101 | 0.4864 | 0.6974 |
307
+ | 0.2832 | 25.6 | 512 | 0.4820 | 0.6313 | 0.4820 | 0.6943 |
308
+ | 0.2832 | 25.7 | 514 | 0.4932 | 0.5708 | 0.4932 | 0.7023 |
309
+ | 0.2832 | 25.8 | 516 | 0.5111 | 0.5831 | 0.5111 | 0.7149 |
310
+ | 0.2832 | 25.9 | 518 | 0.5231 | 0.5831 | 0.5231 | 0.7232 |
311
+ | 0.2832 | 26.0 | 520 | 0.5000 | 0.5758 | 0.5000 | 0.7071 |
312
+ | 0.2832 | 26.1 | 522 | 0.4657 | 0.6506 | 0.4657 | 0.6824 |
313
+ | 0.2832 | 26.2 | 524 | 0.4811 | 0.5831 | 0.4811 | 0.6936 |
314
+ | 0.2832 | 26.3 | 526 | 0.5156 | 0.6581 | 0.5156 | 0.7181 |
315
+ | 0.2832 | 26.4 | 528 | 0.5666 | 0.6189 | 0.5666 | 0.7527 |
316
+ | 0.2832 | 26.5 | 530 | 0.5985 | 0.5892 | 0.5985 | 0.7736 |
317
+ | 0.2832 | 26.6 | 532 | 0.6343 | 0.5465 | 0.6343 | 0.7964 |
318
+ | 0.2832 | 26.7 | 534 | 0.6603 | 0.5508 | 0.6603 | 0.8126 |
319
+ | 0.2832 | 26.8 | 536 | 0.6488 | 0.5594 | 0.6488 | 0.8055 |
320
 
321
 
322
  ### Framework versions