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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k3_task7_organization

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  2. model.safetensors +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_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_B_usingWellWrittenEssays_FineTuningAraBERT_run1_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: 0.4403
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- - Qwk: 0.5861
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- - Mse: 0.4403
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- - Rmse: 0.6635
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  ## Model description
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@@ -49,269 +49,395 @@ 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 | 0.1176 | 2 | 2.5565 | -0.0593 | 2.5565 | 1.5989 |
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- | No log | 0.2353 | 4 | 1.4278 | 0.0736 | 1.4278 | 1.1949 |
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- | No log | 0.3529 | 6 | 0.9275 | -0.0288 | 0.9275 | 0.9631 |
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- | No log | 0.4706 | 8 | 0.6796 | 0.0376 | 0.6796 | 0.8244 |
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- | No log | 0.5882 | 10 | 0.6860 | 0.2842 | 0.6860 | 0.8283 |
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- | No log | 0.7059 | 12 | 0.6852 | 0.1587 | 0.6852 | 0.8277 |
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- | No log | 0.8235 | 14 | 0.9501 | 0.2903 | 0.9501 | 0.9747 |
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- | No log | 0.9412 | 16 | 0.8707 | 0.3395 | 0.8707 | 0.9331 |
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- | No log | 1.0588 | 18 | 0.6572 | 0.1981 | 0.6572 | 0.8107 |
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- | No log | 1.1765 | 20 | 1.0043 | 0.3085 | 1.0043 | 1.0021 |
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- | No log | 1.2941 | 22 | 0.9202 | 0.2533 | 0.9202 | 0.9592 |
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- | No log | 1.4118 | 24 | 0.6424 | 0.2317 | 0.6424 | 0.8015 |
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- | No log | 1.5294 | 26 | 0.7271 | 0.3294 | 0.7271 | 0.8527 |
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- | No log | 1.6471 | 28 | 0.6993 | 0.3494 | 0.6993 | 0.8362 |
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- | No log | 1.7647 | 30 | 0.6052 | 0.3572 | 0.6052 | 0.7779 |
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- | No log | 1.8824 | 32 | 0.5852 | 0.3649 | 0.5852 | 0.7650 |
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- | No log | 2.0 | 34 | 0.5815 | 0.3416 | 0.5815 | 0.7626 |
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- | No log | 2.1176 | 36 | 0.6615 | 0.4011 | 0.6615 | 0.8133 |
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- | No log | 2.2353 | 38 | 0.6627 | 0.4186 | 0.6627 | 0.8141 |
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- | No log | 2.3529 | 40 | 0.5723 | 0.5030 | 0.5723 | 0.7565 |
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- | No log | 2.4706 | 42 | 0.5715 | 0.3355 | 0.5715 | 0.7560 |
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- | No log | 2.5882 | 44 | 0.5928 | 0.4036 | 0.5928 | 0.7699 |
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- | No log | 2.7059 | 46 | 0.5257 | 0.4955 | 0.5257 | 0.7251 |
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- | No log | 2.8235 | 48 | 0.5304 | 0.6110 | 0.5304 | 0.7283 |
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- | No log | 2.9412 | 50 | 0.5208 | 0.5682 | 0.5208 | 0.7217 |
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- | No log | 3.0588 | 52 | 0.5020 | 0.5649 | 0.5020 | 0.7085 |
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- | No log | 3.1765 | 54 | 0.5094 | 0.4970 | 0.5094 | 0.7137 |
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- | No log | 3.2941 | 56 | 0.5050 | 0.5265 | 0.5050 | 0.7107 |
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- | No log | 3.4118 | 58 | 0.4986 | 0.5356 | 0.4986 | 0.7061 |
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- | No log | 3.5294 | 60 | 0.5742 | 0.5486 | 0.5742 | 0.7578 |
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- | No log | 3.6471 | 62 | 0.6846 | 0.5093 | 0.6846 | 0.8274 |
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- | No log | 3.7647 | 64 | 0.7920 | 0.3924 | 0.7920 | 0.8899 |
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- | No log | 3.8824 | 66 | 0.8102 | 0.4195 | 0.8102 | 0.9001 |
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- | No log | 4.0 | 68 | 0.5359 | 0.5855 | 0.5359 | 0.7321 |
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- | No log | 4.1176 | 70 | 0.5560 | 0.5200 | 0.5560 | 0.7457 |
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- | No log | 4.2353 | 72 | 0.6218 | 0.5396 | 0.6218 | 0.7885 |
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- | No log | 4.3529 | 74 | 0.5391 | 0.5670 | 0.5391 | 0.7343 |
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- | No log | 4.4706 | 76 | 0.4958 | 0.6066 | 0.4958 | 0.7042 |
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- | No log | 4.5882 | 78 | 0.7585 | 0.4852 | 0.7585 | 0.8709 |
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- | No log | 4.7059 | 80 | 0.8420 | 0.4520 | 0.8420 | 0.9176 |
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- | No log | 4.8235 | 82 | 0.6843 | 0.5343 | 0.6843 | 0.8272 |
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- | No log | 4.9412 | 84 | 0.6456 | 0.5543 | 0.6456 | 0.8035 |
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- | No log | 5.0588 | 86 | 0.6099 | 0.5315 | 0.6099 | 0.7809 |
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- | No log | 5.1765 | 88 | 0.5226 | 0.5702 | 0.5226 | 0.7229 |
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- | No log | 5.2941 | 90 | 0.5239 | 0.5672 | 0.5239 | 0.7238 |
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- | No log | 5.4118 | 92 | 0.5506 | 0.5627 | 0.5506 | 0.7420 |
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- | No log | 5.5294 | 94 | 0.5558 | 0.5692 | 0.5558 | 0.7455 |
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- | No log | 5.6471 | 96 | 0.5404 | 0.6259 | 0.5404 | 0.7351 |
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- | No log | 5.7647 | 98 | 0.5591 | 0.6457 | 0.5591 | 0.7477 |
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- | No log | 5.8824 | 100 | 0.6373 | 0.5312 | 0.6373 | 0.7983 |
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- | No log | 6.0 | 102 | 0.7102 | 0.4584 | 0.7102 | 0.8427 |
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- | No log | 6.1176 | 104 | 0.6393 | 0.5450 | 0.6393 | 0.7995 |
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- | No log | 6.2353 | 106 | 0.5399 | 0.6419 | 0.5399 | 0.7348 |
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- | No log | 6.3529 | 108 | 0.5347 | 0.6065 | 0.5347 | 0.7312 |
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- | No log | 6.4706 | 110 | 0.5410 | 0.6289 | 0.5410 | 0.7355 |
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- | No log | 6.5882 | 112 | 0.5557 | 0.6515 | 0.5557 | 0.7454 |
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- | No log | 6.7059 | 114 | 0.5439 | 0.6118 | 0.5439 | 0.7375 |
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- | No log | 6.8235 | 116 | 0.5438 | 0.5109 | 0.5438 | 0.7374 |
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- | No log | 6.9412 | 118 | 0.5999 | 0.5353 | 0.5999 | 0.7745 |
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- | No log | 7.0588 | 120 | 0.5483 | 0.5473 | 0.5483 | 0.7405 |
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- | No log | 7.1765 | 122 | 0.5302 | 0.6118 | 0.5302 | 0.7281 |
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- | No log | 7.2941 | 124 | 0.5330 | 0.5929 | 0.5330 | 0.7300 |
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- | No log | 7.4118 | 126 | 0.5565 | 0.5692 | 0.5565 | 0.7460 |
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- | No log | 7.5294 | 128 | 0.5326 | 0.6101 | 0.5326 | 0.7298 |
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- | No log | 7.6471 | 130 | 0.5151 | 0.5875 | 0.5151 | 0.7177 |
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- | No log | 7.7647 | 132 | 0.5119 | 0.5609 | 0.5119 | 0.7155 |
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- | No log | 7.8824 | 134 | 0.5164 | 0.5609 | 0.5164 | 0.7186 |
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- | No log | 8.0 | 136 | 0.5212 | 0.5890 | 0.5212 | 0.7219 |
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- | No log | 8.1176 | 138 | 0.6897 | 0.5340 | 0.6897 | 0.8305 |
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- | No log | 8.2353 | 140 | 0.7462 | 0.4735 | 0.7462 | 0.8638 |
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- | No log | 8.3529 | 142 | 0.5757 | 0.5584 | 0.5757 | 0.7587 |
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- | No log | 8.4706 | 144 | 0.4897 | 0.5609 | 0.4897 | 0.6998 |
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- | No log | 8.5882 | 146 | 0.5654 | 0.4982 | 0.5654 | 0.7520 |
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- | No log | 8.7059 | 148 | 0.5244 | 0.5098 | 0.5244 | 0.7241 |
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- | No log | 8.8235 | 150 | 0.4811 | 0.5846 | 0.4811 | 0.6936 |
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- | No log | 8.9412 | 152 | 0.6050 | 0.5664 | 0.6050 | 0.7778 |
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- | No log | 9.0588 | 154 | 0.6756 | 0.5103 | 0.6756 | 0.8220 |
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- | No log | 9.1765 | 156 | 0.6053 | 0.5281 | 0.6053 | 0.7780 |
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- | No log | 9.2941 | 158 | 0.4875 | 0.5765 | 0.4875 | 0.6982 |
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- | No log | 9.4118 | 160 | 0.4838 | 0.5881 | 0.4838 | 0.6956 |
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- | No log | 9.5294 | 162 | 0.6228 | 0.5455 | 0.6228 | 0.7892 |
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- | No log | 9.6471 | 164 | 0.7149 | 0.4993 | 0.7149 | 0.8455 |
134
- | No log | 9.7647 | 166 | 0.6677 | 0.5103 | 0.6677 | 0.8171 |
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- | No log | 9.8824 | 168 | 0.5268 | 0.5445 | 0.5268 | 0.7258 |
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- | No log | 10.0 | 170 | 0.4635 | 0.5846 | 0.4635 | 0.6808 |
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- | No log | 10.1176 | 172 | 0.5029 | 0.5909 | 0.5029 | 0.7091 |
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- | No log | 10.2353 | 174 | 0.5492 | 0.5131 | 0.5492 | 0.7411 |
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- | No log | 10.3529 | 176 | 0.5030 | 0.4964 | 0.5030 | 0.7093 |
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- | No log | 10.4706 | 178 | 0.4955 | 0.5171 | 0.4955 | 0.7039 |
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- | No log | 10.5882 | 180 | 0.6458 | 0.5735 | 0.6458 | 0.8036 |
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- | No log | 10.7059 | 182 | 0.7327 | 0.4430 | 0.7327 | 0.8560 |
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- | No log | 10.8235 | 184 | 0.6464 | 0.5862 | 0.6464 | 0.8040 |
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- | No log | 10.9412 | 186 | 0.5087 | 0.5999 | 0.5087 | 0.7132 |
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- | No log | 11.0588 | 188 | 0.4962 | 0.5549 | 0.4962 | 0.7044 |
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- | No log | 11.1765 | 190 | 0.5449 | 0.4845 | 0.5449 | 0.7382 |
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- | No log | 11.2941 | 192 | 0.5256 | 0.4413 | 0.5256 | 0.7250 |
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- | No log | 11.4118 | 194 | 0.5174 | 0.5538 | 0.5174 | 0.7193 |
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- | No log | 11.5294 | 196 | 0.5600 | 0.5208 | 0.5600 | 0.7483 |
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- | No log | 11.6471 | 198 | 0.5457 | 0.5432 | 0.5457 | 0.7387 |
151
- | No log | 11.7647 | 200 | 0.5051 | 0.5945 | 0.5051 | 0.7107 |
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- | No log | 11.8824 | 202 | 0.4889 | 0.5574 | 0.4889 | 0.6992 |
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- | No log | 12.0 | 204 | 0.4826 | 0.5574 | 0.4826 | 0.6947 |
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- | No log | 12.1176 | 206 | 0.4829 | 0.6158 | 0.4829 | 0.6949 |
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- | No log | 12.2353 | 208 | 0.4895 | 0.6623 | 0.4895 | 0.6997 |
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- | No log | 12.3529 | 210 | 0.5058 | 0.6146 | 0.5058 | 0.7112 |
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- | No log | 12.4706 | 212 | 0.5724 | 0.5502 | 0.5724 | 0.7566 |
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- | No log | 12.5882 | 214 | 0.5375 | 0.5630 | 0.5375 | 0.7331 |
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- | No log | 12.7059 | 216 | 0.5278 | 0.5696 | 0.5278 | 0.7265 |
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- | No log | 12.8235 | 218 | 0.4380 | 0.6584 | 0.4380 | 0.6618 |
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- | No log | 12.9412 | 220 | 0.4488 | 0.6241 | 0.4488 | 0.6699 |
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- | No log | 13.0588 | 222 | 0.5184 | 0.5639 | 0.5184 | 0.7200 |
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- | No log | 13.1765 | 224 | 0.5126 | 0.5772 | 0.5126 | 0.7160 |
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- | No log | 13.2941 | 226 | 0.4525 | 0.5926 | 0.4525 | 0.6727 |
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- | No log | 13.4118 | 228 | 0.4934 | 0.5212 | 0.4934 | 0.7024 |
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- | No log | 13.5294 | 230 | 0.5827 | 0.5528 | 0.5827 | 0.7634 |
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- | No log | 13.6471 | 232 | 0.5484 | 0.5528 | 0.5484 | 0.7405 |
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- | No log | 13.7647 | 234 | 0.4963 | 0.6197 | 0.4963 | 0.7045 |
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- | No log | 13.8824 | 236 | 0.4778 | 0.5875 | 0.4778 | 0.6912 |
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- | No log | 14.0 | 238 | 0.4806 | 0.6269 | 0.4806 | 0.6932 |
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- | No log | 14.1176 | 240 | 0.4805 | 0.6370 | 0.4805 | 0.6932 |
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- | No log | 14.2353 | 242 | 0.5030 | 0.5933 | 0.5030 | 0.7092 |
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- | No log | 14.3529 | 244 | 0.5087 | 0.5657 | 0.5087 | 0.7132 |
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- | No log | 14.4706 | 246 | 0.5277 | 0.5721 | 0.5277 | 0.7264 |
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- | No log | 14.5882 | 248 | 0.5464 | 0.5922 | 0.5464 | 0.7392 |
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- | No log | 14.7059 | 250 | 0.4883 | 0.5933 | 0.4883 | 0.6988 |
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- | No log | 14.8235 | 252 | 0.4595 | 0.5956 | 0.4595 | 0.6779 |
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- | No log | 14.9412 | 254 | 0.5054 | 0.5633 | 0.5054 | 0.7109 |
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- | No log | 15.0588 | 256 | 0.5106 | 0.5696 | 0.5106 | 0.7146 |
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- | No log | 15.1765 | 258 | 0.4741 | 0.6359 | 0.4741 | 0.6885 |
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- | No log | 15.2941 | 260 | 0.4867 | 0.5733 | 0.4867 | 0.6976 |
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- | No log | 15.4118 | 262 | 0.5309 | 0.5721 | 0.5309 | 0.7286 |
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- | No log | 15.5294 | 264 | 0.4959 | 0.5657 | 0.4959 | 0.7042 |
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- | No log | 15.6471 | 266 | 0.4709 | 0.5877 | 0.4709 | 0.6862 |
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- | No log | 15.7647 | 268 | 0.4798 | 0.5587 | 0.4798 | 0.6927 |
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- | No log | 15.8824 | 270 | 0.4876 | 0.5587 | 0.4876 | 0.6983 |
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- | No log | 16.0 | 272 | 0.4739 | 0.5649 | 0.4739 | 0.6884 |
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- | No log | 16.1176 | 274 | 0.4664 | 0.5649 | 0.4664 | 0.6830 |
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- | No log | 16.2353 | 276 | 0.4557 | 0.5945 | 0.4557 | 0.6750 |
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- | No log | 16.3529 | 278 | 0.4530 | 0.6168 | 0.4530 | 0.6731 |
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- | No log | 16.4706 | 280 | 0.4670 | 0.5571 | 0.4670 | 0.6834 |
192
- | No log | 16.5882 | 282 | 0.5352 | 0.5997 | 0.5352 | 0.7315 |
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- | No log | 16.7059 | 284 | 0.5507 | 0.5922 | 0.5507 | 0.7421 |
194
- | No log | 16.8235 | 286 | 0.4891 | 0.6061 | 0.4891 | 0.6993 |
195
- | No log | 16.9412 | 288 | 0.4553 | 0.6452 | 0.4553 | 0.6748 |
196
- | No log | 17.0588 | 290 | 0.4926 | 0.5974 | 0.4926 | 0.7018 |
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- | No log | 17.1765 | 292 | 0.4875 | 0.5974 | 0.4875 | 0.6982 |
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- | No log | 17.2941 | 294 | 0.4834 | 0.6370 | 0.4834 | 0.6953 |
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- | No log | 17.4118 | 296 | 0.5228 | 0.5571 | 0.5228 | 0.7230 |
200
- | No log | 17.5294 | 298 | 0.5396 | 0.5356 | 0.5396 | 0.7346 |
201
- | No log | 17.6471 | 300 | 0.5100 | 0.5414 | 0.5100 | 0.7141 |
202
- | No log | 17.7647 | 302 | 0.4862 | 0.5633 | 0.4862 | 0.6973 |
203
- | No log | 17.8824 | 304 | 0.4813 | 0.5930 | 0.4813 | 0.6938 |
204
- | No log | 18.0 | 306 | 0.4918 | 0.6065 | 0.4918 | 0.7013 |
205
- | No log | 18.1176 | 308 | 0.4872 | 0.6065 | 0.4872 | 0.6980 |
206
- | No log | 18.2353 | 310 | 0.4709 | 0.6158 | 0.4709 | 0.6862 |
207
- | No log | 18.3529 | 312 | 0.4542 | 0.6357 | 0.4542 | 0.6740 |
208
- | No log | 18.4706 | 314 | 0.4509 | 0.6357 | 0.4509 | 0.6715 |
209
- | No log | 18.5882 | 316 | 0.4502 | 0.6364 | 0.4502 | 0.6710 |
210
- | No log | 18.7059 | 318 | 0.4503 | 0.6841 | 0.4503 | 0.6710 |
211
- | No log | 18.8235 | 320 | 0.4442 | 0.6841 | 0.4442 | 0.6665 |
212
- | No log | 18.9412 | 322 | 0.4403 | 0.6841 | 0.4403 | 0.6636 |
213
- | No log | 19.0588 | 324 | 0.4452 | 0.5633 | 0.4452 | 0.6673 |
214
- | No log | 19.1765 | 326 | 0.4662 | 0.5432 | 0.4662 | 0.6828 |
215
- | No log | 19.2941 | 328 | 0.4607 | 0.5414 | 0.4607 | 0.6788 |
216
- | No log | 19.4118 | 330 | 0.4517 | 0.5633 | 0.4517 | 0.6721 |
217
- | No log | 19.5294 | 332 | 0.4545 | 0.5861 | 0.4545 | 0.6742 |
218
- | No log | 19.6471 | 334 | 0.4748 | 0.6061 | 0.4748 | 0.6891 |
219
- | No log | 19.7647 | 336 | 0.4716 | 0.6248 | 0.4716 | 0.6867 |
220
- | No log | 19.8824 | 338 | 0.4514 | 0.6310 | 0.4514 | 0.6719 |
221
- | No log | 20.0 | 340 | 0.4450 | 0.6827 | 0.4450 | 0.6671 |
222
- | No log | 20.1176 | 342 | 0.4472 | 0.5985 | 0.4472 | 0.6687 |
223
- | No log | 20.2353 | 344 | 0.4399 | 0.6567 | 0.4399 | 0.6633 |
224
- | No log | 20.3529 | 346 | 0.4391 | 0.6567 | 0.4391 | 0.6626 |
225
- | No log | 20.4706 | 348 | 0.4460 | 0.6567 | 0.4460 | 0.6678 |
226
- | No log | 20.5882 | 350 | 0.4706 | 0.6197 | 0.4706 | 0.6860 |
227
- | No log | 20.7059 | 352 | 0.4762 | 0.6114 | 0.4762 | 0.6901 |
228
- | No log | 20.8235 | 354 | 0.4704 | 0.6477 | 0.4704 | 0.6858 |
229
- | No log | 20.9412 | 356 | 0.4744 | 0.6065 | 0.4744 | 0.6887 |
230
- | No log | 21.0588 | 358 | 0.4868 | 0.5886 | 0.4868 | 0.6977 |
231
- | No log | 21.1765 | 360 | 0.4760 | 0.6254 | 0.4760 | 0.6899 |
232
- | No log | 21.2941 | 362 | 0.4800 | 0.6197 | 0.4800 | 0.6928 |
233
- | No log | 21.4118 | 364 | 0.5267 | 0.6104 | 0.5267 | 0.7257 |
234
- | No log | 21.5294 | 366 | 0.5277 | 0.6104 | 0.5277 | 0.7264 |
235
- | No log | 21.6471 | 368 | 0.4749 | 0.6114 | 0.4749 | 0.6891 |
236
- | No log | 21.7647 | 370 | 0.4496 | 0.6357 | 0.4496 | 0.6706 |
237
- | No log | 21.8824 | 372 | 0.4466 | 0.6648 | 0.4466 | 0.6683 |
238
- | No log | 22.0 | 374 | 0.4406 | 0.5846 | 0.4406 | 0.6638 |
239
- | No log | 22.1176 | 376 | 0.4489 | 0.6197 | 0.4489 | 0.6700 |
240
- | No log | 22.2353 | 378 | 0.4593 | 0.6197 | 0.4593 | 0.6777 |
241
- | No log | 22.3529 | 380 | 0.4800 | 0.6210 | 0.4800 | 0.6928 |
242
- | No log | 22.4706 | 382 | 0.4547 | 0.6197 | 0.4547 | 0.6743 |
243
- | No log | 22.5882 | 384 | 0.4369 | 0.5846 | 0.4369 | 0.6610 |
244
- | No log | 22.7059 | 386 | 0.4389 | 0.6854 | 0.4389 | 0.6625 |
245
- | No log | 22.8235 | 388 | 0.4757 | 0.5910 | 0.4757 | 0.6897 |
246
- | No log | 22.9412 | 390 | 0.4787 | 0.5910 | 0.4787 | 0.6919 |
247
- | No log | 23.0588 | 392 | 0.4524 | 0.6252 | 0.4524 | 0.6726 |
248
- | No log | 23.1765 | 394 | 0.4554 | 0.5985 | 0.4554 | 0.6748 |
249
- | No log | 23.2941 | 396 | 0.5020 | 0.6248 | 0.5020 | 0.7085 |
250
- | No log | 23.4118 | 398 | 0.5509 | 0.5765 | 0.5509 | 0.7422 |
251
- | No log | 23.5294 | 400 | 0.5503 | 0.5765 | 0.5503 | 0.7418 |
252
- | No log | 23.6471 | 402 | 0.4933 | 0.5841 | 0.4933 | 0.7024 |
253
- | No log | 23.7647 | 404 | 0.4610 | 0.5846 | 0.4610 | 0.6790 |
254
- | No log | 23.8824 | 406 | 0.4871 | 0.6052 | 0.4871 | 0.6979 |
255
- | No log | 24.0 | 408 | 0.5386 | 0.6259 | 0.5386 | 0.7339 |
256
- | No log | 24.1176 | 410 | 0.5307 | 0.5991 | 0.5307 | 0.7285 |
257
- | No log | 24.2353 | 412 | 0.4864 | 0.5926 | 0.4864 | 0.6974 |
258
- | No log | 24.3529 | 414 | 0.4791 | 0.6154 | 0.4791 | 0.6922 |
259
- | No log | 24.4706 | 416 | 0.5084 | 0.5339 | 0.5084 | 0.7131 |
260
- | No log | 24.5882 | 418 | 0.5604 | 0.5438 | 0.5604 | 0.7486 |
261
- | No log | 24.7059 | 420 | 0.5375 | 0.5212 | 0.5375 | 0.7331 |
262
- | No log | 24.8235 | 422 | 0.4822 | 0.5633 | 0.4822 | 0.6944 |
263
- | No log | 24.9412 | 424 | 0.4694 | 0.5860 | 0.4694 | 0.6851 |
264
- | No log | 25.0588 | 426 | 0.4658 | 0.5860 | 0.4658 | 0.6825 |
265
- | No log | 25.1765 | 428 | 0.4609 | 0.5956 | 0.4609 | 0.6789 |
266
- | No log | 25.2941 | 430 | 0.4646 | 0.5781 | 0.4646 | 0.6816 |
267
- | No log | 25.4118 | 432 | 0.4646 | 0.5702 | 0.4646 | 0.6816 |
268
- | No log | 25.5294 | 434 | 0.4653 | 0.5702 | 0.4653 | 0.6821 |
269
- | No log | 25.6471 | 436 | 0.4510 | 0.5846 | 0.4510 | 0.6716 |
270
- | No log | 25.7647 | 438 | 0.4457 | 0.6357 | 0.4457 | 0.6676 |
271
- | No log | 25.8824 | 440 | 0.4630 | 0.6530 | 0.4630 | 0.6804 |
272
- | No log | 26.0 | 442 | 0.4671 | 0.6529 | 0.4671 | 0.6835 |
273
- | No log | 26.1176 | 444 | 0.4531 | 0.6275 | 0.4531 | 0.6731 |
274
- | No log | 26.2353 | 446 | 0.4568 | 0.5904 | 0.4568 | 0.6758 |
275
- | No log | 26.3529 | 448 | 0.4809 | 0.5826 | 0.4809 | 0.6935 |
276
- | No log | 26.4706 | 450 | 0.4736 | 0.5826 | 0.4736 | 0.6882 |
277
- | No log | 26.5882 | 452 | 0.4522 | 0.5970 | 0.4522 | 0.6725 |
278
- | No log | 26.7059 | 454 | 0.4489 | 0.6242 | 0.4489 | 0.6700 |
279
- | No log | 26.8235 | 456 | 0.4504 | 0.6339 | 0.4504 | 0.6711 |
280
- | No log | 26.9412 | 458 | 0.4475 | 0.6736 | 0.4475 | 0.6689 |
281
- | No log | 27.0588 | 460 | 0.4446 | 0.6736 | 0.4446 | 0.6668 |
282
- | No log | 27.1765 | 462 | 0.4379 | 0.6648 | 0.4379 | 0.6618 |
283
- | No log | 27.2941 | 464 | 0.4441 | 0.5846 | 0.4441 | 0.6664 |
284
- | No log | 27.4118 | 466 | 0.4622 | 0.5781 | 0.4622 | 0.6798 |
285
- | No log | 27.5294 | 468 | 0.4757 | 0.5918 | 0.4757 | 0.6897 |
286
- | No log | 27.6471 | 470 | 0.4732 | 0.5841 | 0.4732 | 0.6879 |
287
- | No log | 27.7647 | 472 | 0.4542 | 0.5999 | 0.4542 | 0.6740 |
288
- | No log | 27.8824 | 474 | 0.4469 | 0.5985 | 0.4469 | 0.6685 |
289
- | No log | 28.0 | 476 | 0.4511 | 0.5985 | 0.4511 | 0.6717 |
290
- | No log | 28.1176 | 478 | 0.4562 | 0.5985 | 0.4562 | 0.6754 |
291
- | No log | 28.2353 | 480 | 0.4573 | 0.5985 | 0.4573 | 0.6762 |
292
- | No log | 28.3529 | 482 | 0.4659 | 0.5985 | 0.4659 | 0.6825 |
293
- | No log | 28.4706 | 484 | 0.4748 | 0.5702 | 0.4748 | 0.6891 |
294
- | No log | 28.5882 | 486 | 0.4792 | 0.5702 | 0.4792 | 0.6922 |
295
- | No log | 28.7059 | 488 | 0.4774 | 0.5841 | 0.4774 | 0.6909 |
296
- | No log | 28.8235 | 490 | 0.4475 | 0.5904 | 0.4475 | 0.6689 |
297
- | No log | 28.9412 | 492 | 0.4274 | 0.6854 | 0.4274 | 0.6537 |
298
- | No log | 29.0588 | 494 | 0.4222 | 0.6747 | 0.4222 | 0.6498 |
299
- | No log | 29.1765 | 496 | 0.4207 | 0.7054 | 0.4207 | 0.6486 |
300
- | No log | 29.2941 | 498 | 0.4284 | 0.5904 | 0.4284 | 0.6546 |
301
- | 0.2975 | 29.4118 | 500 | 0.4657 | 0.6537 | 0.4657 | 0.6824 |
302
- | 0.2975 | 29.5294 | 502 | 0.4979 | 0.6361 | 0.4979 | 0.7056 |
303
- | 0.2975 | 29.6471 | 504 | 0.4753 | 0.6537 | 0.4753 | 0.6894 |
304
- | 0.2975 | 29.7647 | 506 | 0.4416 | 0.6317 | 0.4416 | 0.6645 |
305
- | 0.2975 | 29.8824 | 508 | 0.4265 | 0.6377 | 0.4265 | 0.6530 |
306
- | 0.2975 | 30.0 | 510 | 0.4284 | 0.6852 | 0.4284 | 0.6545 |
307
- | 0.2975 | 30.1176 | 512 | 0.4289 | 0.6946 | 0.4289 | 0.6549 |
308
- | 0.2975 | 30.2353 | 514 | 0.4289 | 0.6946 | 0.4289 | 0.6549 |
309
- | 0.2975 | 30.3529 | 516 | 0.4284 | 0.6946 | 0.4284 | 0.6545 |
310
- | 0.2975 | 30.4706 | 518 | 0.4296 | 0.6464 | 0.4296 | 0.6555 |
311
- | 0.2975 | 30.5882 | 520 | 0.4531 | 0.5781 | 0.4531 | 0.6731 |
312
- | 0.2975 | 30.7059 | 522 | 0.4646 | 0.5495 | 0.4646 | 0.6816 |
313
- | 0.2975 | 30.8235 | 524 | 0.4594 | 0.5495 | 0.4594 | 0.6778 |
314
- | 0.2975 | 30.9412 | 526 | 0.4403 | 0.5861 | 0.4403 | 0.6635 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
315
 
316
 
317
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k2_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_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k2_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.
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  It achieves the following results on the evaluation set:
18
+ - Loss: 0.4789
19
+ - Qwk: 0.5466
20
+ - Mse: 0.4789
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+ - Rmse: 0.6920
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1667 | 2 | 2.4231 | -0.0788 | 2.4231 | 1.5566 |
53
+ | No log | 0.3333 | 4 | 1.1032 | 0.0972 | 1.1032 | 1.0503 |
54
+ | No log | 0.5 | 6 | 0.8543 | 0.0771 | 0.8543 | 0.9243 |
55
+ | No log | 0.6667 | 8 | 0.7028 | 0.3050 | 0.7028 | 0.8383 |
56
+ | No log | 0.8333 | 10 | 0.8665 | 0.2833 | 0.8665 | 0.9309 |
57
+ | No log | 1.0 | 12 | 0.9383 | 0.3225 | 0.9383 | 0.9686 |
58
+ | No log | 1.1667 | 14 | 0.9206 | 0.3225 | 0.9206 | 0.9595 |
59
+ | No log | 1.3333 | 16 | 0.6435 | 0.4409 | 0.6435 | 0.8022 |
60
+ | No log | 1.5 | 18 | 0.6137 | 0.0902 | 0.6137 | 0.7834 |
61
+ | No log | 1.6667 | 20 | 0.6572 | 0.0460 | 0.6572 | 0.8107 |
62
+ | No log | 1.8333 | 22 | 0.7048 | 0.1962 | 0.7048 | 0.8395 |
63
+ | No log | 2.0 | 24 | 0.6002 | 0.2641 | 0.6002 | 0.7747 |
64
+ | No log | 2.1667 | 26 | 0.5483 | 0.3585 | 0.5483 | 0.7405 |
65
+ | No log | 2.3333 | 28 | 0.5280 | 0.5246 | 0.5280 | 0.7266 |
66
+ | No log | 2.5 | 30 | 0.5091 | 0.5714 | 0.5091 | 0.7135 |
67
+ | No log | 2.6667 | 32 | 0.5127 | 0.5734 | 0.5127 | 0.7160 |
68
+ | No log | 2.8333 | 34 | 0.5641 | 0.4081 | 0.5641 | 0.7511 |
69
+ | No log | 3.0 | 36 | 0.6573 | 0.4102 | 0.6573 | 0.8108 |
70
+ | No log | 3.1667 | 38 | 0.5908 | 0.4081 | 0.5908 | 0.7686 |
71
+ | No log | 3.3333 | 40 | 0.5917 | 0.5571 | 0.5917 | 0.7692 |
72
+ | No log | 3.5 | 42 | 0.7631 | 0.2830 | 0.7631 | 0.8736 |
73
+ | No log | 3.6667 | 44 | 0.8092 | 0.3333 | 0.8092 | 0.8996 |
74
+ | No log | 3.8333 | 46 | 0.6002 | 0.5373 | 0.6002 | 0.7747 |
75
+ | No log | 4.0 | 48 | 0.5648 | 0.4596 | 0.5648 | 0.7516 |
76
+ | No log | 4.1667 | 50 | 0.6214 | 0.3769 | 0.6214 | 0.7883 |
77
+ | No log | 4.3333 | 52 | 0.6374 | 0.3677 | 0.6374 | 0.7984 |
78
+ | No log | 4.5 | 54 | 0.6659 | 0.4646 | 0.6659 | 0.8160 |
79
+ | No log | 4.6667 | 56 | 0.5479 | 0.4179 | 0.5479 | 0.7402 |
80
+ | No log | 4.8333 | 58 | 0.4847 | 0.5556 | 0.4847 | 0.6962 |
81
+ | No log | 5.0 | 60 | 0.4761 | 0.5556 | 0.4761 | 0.6900 |
82
+ | No log | 5.1667 | 62 | 0.5357 | 0.4473 | 0.5357 | 0.7319 |
83
+ | No log | 5.3333 | 64 | 0.7053 | 0.4512 | 0.7053 | 0.8399 |
84
+ | No log | 5.5 | 66 | 0.7311 | 0.4933 | 0.7311 | 0.8550 |
85
+ | No log | 5.6667 | 68 | 0.7443 | 0.4867 | 0.7443 | 0.8627 |
86
+ | No log | 5.8333 | 70 | 0.6663 | 0.5008 | 0.6663 | 0.8162 |
87
+ | No log | 6.0 | 72 | 0.6577 | 0.4829 | 0.6577 | 0.8110 |
88
+ | No log | 6.1667 | 74 | 0.7238 | 0.5008 | 0.7238 | 0.8508 |
89
+ | No log | 6.3333 | 76 | 0.6332 | 0.4966 | 0.6332 | 0.7958 |
90
+ | No log | 6.5 | 78 | 0.4859 | 0.5677 | 0.4859 | 0.6971 |
91
+ | No log | 6.6667 | 80 | 0.4632 | 0.6317 | 0.4632 | 0.6806 |
92
+ | No log | 6.8333 | 82 | 0.4495 | 0.6705 | 0.4495 | 0.6705 |
93
+ | No log | 7.0 | 84 | 0.4386 | 0.6677 | 0.4386 | 0.6622 |
94
+ | No log | 7.1667 | 86 | 0.4632 | 0.6295 | 0.4632 | 0.6806 |
95
+ | No log | 7.3333 | 88 | 0.4455 | 0.6494 | 0.4455 | 0.6674 |
96
+ | No log | 7.5 | 90 | 0.4592 | 0.6620 | 0.4592 | 0.6776 |
97
+ | No log | 7.6667 | 92 | 0.4439 | 0.6395 | 0.4439 | 0.6663 |
98
+ | No log | 7.8333 | 94 | 0.5230 | 0.5918 | 0.5230 | 0.7232 |
99
+ | No log | 8.0 | 96 | 0.6307 | 0.5894 | 0.6307 | 0.7942 |
100
+ | No log | 8.1667 | 98 | 0.5009 | 0.6100 | 0.5009 | 0.7078 |
101
+ | No log | 8.3333 | 100 | 0.4362 | 0.6407 | 0.4362 | 0.6604 |
102
+ | No log | 8.5 | 102 | 0.4375 | 0.6782 | 0.4375 | 0.6615 |
103
+ | No log | 8.6667 | 104 | 0.4475 | 0.6751 | 0.4475 | 0.6689 |
104
+ | No log | 8.8333 | 106 | 0.5964 | 0.5308 | 0.5964 | 0.7723 |
105
+ | No log | 9.0 | 108 | 0.6486 | 0.5408 | 0.6486 | 0.8054 |
106
+ | No log | 9.1667 | 110 | 0.7615 | 0.5080 | 0.7615 | 0.8727 |
107
+ | No log | 9.3333 | 112 | 0.6359 | 0.5372 | 0.6359 | 0.7974 |
108
+ | No log | 9.5 | 114 | 0.4657 | 0.6318 | 0.4657 | 0.6824 |
109
+ | No log | 9.6667 | 116 | 0.4609 | 0.6136 | 0.4609 | 0.6789 |
110
+ | No log | 9.8333 | 118 | 0.5785 | 0.4648 | 0.5785 | 0.7606 |
111
+ | No log | 10.0 | 120 | 0.7867 | 0.4652 | 0.7867 | 0.8869 |
112
+ | No log | 10.1667 | 122 | 0.7021 | 0.4859 | 0.7021 | 0.8379 |
113
+ | No log | 10.3333 | 124 | 0.5382 | 0.5732 | 0.5382 | 0.7337 |
114
+ | No log | 10.5 | 126 | 0.4375 | 0.6345 | 0.4375 | 0.6615 |
115
+ | No log | 10.6667 | 128 | 0.4840 | 0.6712 | 0.4840 | 0.6957 |
116
+ | No log | 10.8333 | 130 | 0.4622 | 0.7031 | 0.4622 | 0.6798 |
117
+ | No log | 11.0 | 132 | 0.4789 | 0.6866 | 0.4789 | 0.6920 |
118
+ | No log | 11.1667 | 134 | 0.5771 | 0.6328 | 0.5771 | 0.7597 |
119
+ | No log | 11.3333 | 136 | 0.7435 | 0.5719 | 0.7435 | 0.8623 |
120
+ | No log | 11.5 | 138 | 0.7322 | 0.4940 | 0.7322 | 0.8557 |
121
+ | No log | 11.6667 | 140 | 0.6447 | 0.5080 | 0.6447 | 0.8029 |
122
+ | No log | 11.8333 | 142 | 0.5502 | 0.5308 | 0.5502 | 0.7417 |
123
+ | No log | 12.0 | 144 | 0.4990 | 0.5939 | 0.4990 | 0.7064 |
124
+ | No log | 12.1667 | 146 | 0.5096 | 0.6222 | 0.5096 | 0.7139 |
125
+ | No log | 12.3333 | 148 | 0.5215 | 0.5827 | 0.5215 | 0.7221 |
126
+ | No log | 12.5 | 150 | 0.5757 | 0.5030 | 0.5757 | 0.7587 |
127
+ | No log | 12.6667 | 152 | 0.6908 | 0.4684 | 0.6908 | 0.8311 |
128
+ | No log | 12.8333 | 154 | 0.7217 | 0.4545 | 0.7217 | 0.8495 |
129
+ | No log | 13.0 | 156 | 0.7255 | 0.4545 | 0.7255 | 0.8517 |
130
+ | No log | 13.1667 | 158 | 0.6244 | 0.3822 | 0.6244 | 0.7902 |
131
+ | No log | 13.3333 | 160 | 0.5706 | 0.5503 | 0.5706 | 0.7554 |
132
+ | No log | 13.5 | 162 | 0.5699 | 0.5334 | 0.5699 | 0.7549 |
133
+ | No log | 13.6667 | 164 | 0.6176 | 0.5306 | 0.6176 | 0.7859 |
134
+ | No log | 13.8333 | 166 | 0.7486 | 0.5585 | 0.7486 | 0.8652 |
135
+ | No log | 14.0 | 168 | 0.7893 | 0.5271 | 0.7893 | 0.8884 |
136
+ | No log | 14.1667 | 170 | 0.6898 | 0.4937 | 0.6898 | 0.8305 |
137
+ | No log | 14.3333 | 172 | 0.5849 | 0.4997 | 0.5849 | 0.7648 |
138
+ | No log | 14.5 | 174 | 0.5122 | 0.5457 | 0.5122 | 0.7157 |
139
+ | No log | 14.6667 | 176 | 0.5149 | 0.5876 | 0.5149 | 0.7175 |
140
+ | No log | 14.8333 | 178 | 0.5499 | 0.6010 | 0.5499 | 0.7415 |
141
+ | No log | 15.0 | 180 | 0.5757 | 0.6177 | 0.5757 | 0.7587 |
142
+ | No log | 15.1667 | 182 | 0.5781 | 0.5918 | 0.5781 | 0.7604 |
143
+ | No log | 15.3333 | 184 | 0.5412 | 0.5653 | 0.5412 | 0.7357 |
144
+ | No log | 15.5 | 186 | 0.5586 | 0.4937 | 0.5586 | 0.7474 |
145
+ | No log | 15.6667 | 188 | 0.5611 | 0.5389 | 0.5611 | 0.7491 |
146
+ | No log | 15.8333 | 190 | 0.5232 | 0.5589 | 0.5232 | 0.7233 |
147
+ | No log | 16.0 | 192 | 0.5250 | 0.6088 | 0.5250 | 0.7246 |
148
+ | No log | 16.1667 | 194 | 0.5406 | 0.5942 | 0.5406 | 0.7353 |
149
+ | No log | 16.3333 | 196 | 0.5298 | 0.5477 | 0.5298 | 0.7279 |
150
+ | No log | 16.5 | 198 | 0.4898 | 0.5853 | 0.4898 | 0.6998 |
151
+ | No log | 16.6667 | 200 | 0.4942 | 0.6247 | 0.4942 | 0.7030 |
152
+ | No log | 16.8333 | 202 | 0.4941 | 0.6419 | 0.4941 | 0.7029 |
153
+ | No log | 17.0 | 204 | 0.4830 | 0.5719 | 0.4830 | 0.6950 |
154
+ | No log | 17.1667 | 206 | 0.5336 | 0.5184 | 0.5336 | 0.7305 |
155
+ | No log | 17.3333 | 208 | 0.6701 | 0.4666 | 0.6701 | 0.8186 |
156
+ | No log | 17.5 | 210 | 0.6789 | 0.4947 | 0.6789 | 0.8240 |
157
+ | No log | 17.6667 | 212 | 0.5772 | 0.5697 | 0.5772 | 0.7597 |
158
+ | No log | 17.8333 | 214 | 0.4875 | 0.5974 | 0.4875 | 0.6982 |
159
+ | No log | 18.0 | 216 | 0.5059 | 0.6526 | 0.5059 | 0.7113 |
160
+ | No log | 18.1667 | 218 | 0.5476 | 0.6861 | 0.5476 | 0.7400 |
161
+ | No log | 18.3333 | 220 | 0.5379 | 0.6605 | 0.5379 | 0.7334 |
162
+ | No log | 18.5 | 222 | 0.5484 | 0.6583 | 0.5484 | 0.7405 |
163
+ | No log | 18.6667 | 224 | 0.5728 | 0.5969 | 0.5728 | 0.7569 |
164
+ | No log | 18.8333 | 226 | 0.5414 | 0.5996 | 0.5414 | 0.7358 |
165
+ | No log | 19.0 | 228 | 0.5053 | 0.6427 | 0.5053 | 0.7108 |
166
+ | No log | 19.1667 | 230 | 0.4994 | 0.6247 | 0.4994 | 0.7067 |
167
+ | No log | 19.3333 | 232 | 0.4913 | 0.5782 | 0.4913 | 0.7009 |
168
+ | No log | 19.5 | 234 | 0.5299 | 0.4862 | 0.5299 | 0.7280 |
169
+ | No log | 19.6667 | 236 | 0.6324 | 0.5080 | 0.6324 | 0.7952 |
170
+ | No log | 19.8333 | 238 | 0.7636 | 0.4789 | 0.7636 | 0.8739 |
171
+ | No log | 20.0 | 240 | 0.7287 | 0.5360 | 0.7287 | 0.8536 |
172
+ | No log | 20.1667 | 242 | 0.5988 | 0.5471 | 0.5988 | 0.7738 |
173
+ | No log | 20.3333 | 244 | 0.5534 | 0.5814 | 0.5534 | 0.7439 |
174
+ | No log | 20.5 | 246 | 0.5570 | 0.5898 | 0.5570 | 0.7463 |
175
+ | No log | 20.6667 | 248 | 0.6268 | 0.5120 | 0.6268 | 0.7917 |
176
+ | No log | 20.8333 | 250 | 0.6766 | 0.5538 | 0.6766 | 0.8226 |
177
+ | No log | 21.0 | 252 | 0.5838 | 0.5100 | 0.5838 | 0.7641 |
178
+ | No log | 21.1667 | 254 | 0.5217 | 0.5961 | 0.5217 | 0.7223 |
179
+ | No log | 21.3333 | 256 | 0.5476 | 0.6616 | 0.5476 | 0.7400 |
180
+ | No log | 21.5 | 258 | 0.5357 | 0.6235 | 0.5357 | 0.7319 |
181
+ | No log | 21.6667 | 260 | 0.5252 | 0.5626 | 0.5252 | 0.7247 |
182
+ | No log | 21.8333 | 262 | 0.6728 | 0.5098 | 0.6728 | 0.8202 |
183
+ | No log | 22.0 | 264 | 0.8457 | 0.5002 | 0.8457 | 0.9196 |
184
+ | No log | 22.1667 | 266 | 0.8262 | 0.4955 | 0.8262 | 0.9090 |
185
+ | No log | 22.3333 | 268 | 0.7172 | 0.5382 | 0.7172 | 0.8468 |
186
+ | No log | 22.5 | 270 | 0.5821 | 0.4592 | 0.5821 | 0.7630 |
187
+ | No log | 22.6667 | 272 | 0.5420 | 0.5272 | 0.5420 | 0.7362 |
188
+ | No log | 22.8333 | 274 | 0.5324 | 0.5272 | 0.5324 | 0.7297 |
189
+ | No log | 23.0 | 276 | 0.5317 | 0.5050 | 0.5317 | 0.7292 |
190
+ | No log | 23.1667 | 278 | 0.5930 | 0.5624 | 0.5930 | 0.7701 |
191
+ | No log | 23.3333 | 280 | 0.6420 | 0.5481 | 0.6420 | 0.8012 |
192
+ | No log | 23.5 | 282 | 0.6065 | 0.5291 | 0.6065 | 0.7788 |
193
+ | No log | 23.6667 | 284 | 0.5408 | 0.4788 | 0.5408 | 0.7354 |
194
+ | No log | 23.8333 | 286 | 0.4877 | 0.5379 | 0.4877 | 0.6984 |
195
+ | No log | 24.0 | 288 | 0.4554 | 0.5965 | 0.4554 | 0.6749 |
196
+ | No log | 24.1667 | 290 | 0.4376 | 0.5913 | 0.4376 | 0.6615 |
197
+ | No log | 24.3333 | 292 | 0.4523 | 0.6198 | 0.4523 | 0.6725 |
198
+ | No log | 24.5 | 294 | 0.4562 | 0.6662 | 0.4562 | 0.6754 |
199
+ | No log | 24.6667 | 296 | 0.4601 | 0.6774 | 0.4601 | 0.6783 |
200
+ | No log | 24.8333 | 298 | 0.5030 | 0.6373 | 0.5030 | 0.7093 |
201
+ | No log | 25.0 | 300 | 0.4829 | 0.6784 | 0.4829 | 0.6949 |
202
+ | No log | 25.1667 | 302 | 0.4733 | 0.6832 | 0.4733 | 0.6880 |
203
+ | No log | 25.3333 | 304 | 0.5251 | 0.6377 | 0.5251 | 0.7246 |
204
+ | No log | 25.5 | 306 | 0.5994 | 0.6069 | 0.5994 | 0.7742 |
205
+ | No log | 25.6667 | 308 | 0.6120 | 0.5862 | 0.6120 | 0.7823 |
206
+ | No log | 25.8333 | 310 | 0.5425 | 0.6140 | 0.5425 | 0.7366 |
207
+ | No log | 26.0 | 312 | 0.4943 | 0.5597 | 0.4943 | 0.7031 |
208
+ | No log | 26.1667 | 314 | 0.4680 | 0.6001 | 0.4680 | 0.6841 |
209
+ | No log | 26.3333 | 316 | 0.4881 | 0.6245 | 0.4881 | 0.6986 |
210
+ | No log | 26.5 | 318 | 0.5057 | 0.6603 | 0.5057 | 0.7111 |
211
+ | No log | 26.6667 | 320 | 0.5026 | 0.5982 | 0.5026 | 0.7090 |
212
+ | No log | 26.8333 | 322 | 0.5260 | 0.5552 | 0.5260 | 0.7252 |
213
+ | No log | 27.0 | 324 | 0.6093 | 0.6022 | 0.6093 | 0.7806 |
214
+ | No log | 27.1667 | 326 | 0.6152 | 0.5851 | 0.6152 | 0.7844 |
215
+ | No log | 27.3333 | 328 | 0.5502 | 0.5761 | 0.5502 | 0.7418 |
216
+ | No log | 27.5 | 330 | 0.4974 | 0.5288 | 0.4974 | 0.7053 |
217
+ | No log | 27.6667 | 332 | 0.4905 | 0.5373 | 0.4905 | 0.7003 |
218
+ | No log | 27.8333 | 334 | 0.4988 | 0.5373 | 0.4988 | 0.7062 |
219
+ | No log | 28.0 | 336 | 0.5349 | 0.5109 | 0.5349 | 0.7313 |
220
+ | No log | 28.1667 | 338 | 0.6351 | 0.5008 | 0.6351 | 0.7969 |
221
+ | No log | 28.3333 | 340 | 0.7245 | 0.5446 | 0.7245 | 0.8512 |
222
+ | No log | 28.5 | 342 | 0.7121 | 0.5446 | 0.7121 | 0.8439 |
223
+ | No log | 28.6667 | 344 | 0.6063 | 0.5396 | 0.6063 | 0.7786 |
224
+ | No log | 28.8333 | 346 | 0.5197 | 0.5368 | 0.5197 | 0.7209 |
225
+ | No log | 29.0 | 348 | 0.4805 | 0.5288 | 0.4805 | 0.6932 |
226
+ | No log | 29.1667 | 350 | 0.4717 | 0.5288 | 0.4717 | 0.6868 |
227
+ | No log | 29.3333 | 352 | 0.4787 | 0.5288 | 0.4787 | 0.6919 |
228
+ | No log | 29.5 | 354 | 0.5147 | 0.6075 | 0.5147 | 0.7174 |
229
+ | No log | 29.6667 | 356 | 0.5560 | 0.5839 | 0.5560 | 0.7456 |
230
+ | No log | 29.8333 | 358 | 0.5819 | 0.5632 | 0.5819 | 0.7628 |
231
+ | No log | 30.0 | 360 | 0.5842 | 0.5709 | 0.5842 | 0.7644 |
232
+ | No log | 30.1667 | 362 | 0.5311 | 0.5758 | 0.5311 | 0.7287 |
233
+ | No log | 30.3333 | 364 | 0.4726 | 0.5799 | 0.4726 | 0.6874 |
234
+ | No log | 30.5 | 366 | 0.4631 | 0.5729 | 0.4631 | 0.6805 |
235
+ | No log | 30.6667 | 368 | 0.4656 | 0.5646 | 0.4656 | 0.6823 |
236
+ | No log | 30.8333 | 370 | 0.4792 | 0.6088 | 0.4792 | 0.6923 |
237
+ | No log | 31.0 | 372 | 0.5208 | 0.5871 | 0.5208 | 0.7217 |
238
+ | No log | 31.1667 | 374 | 0.5710 | 0.5584 | 0.5710 | 0.7556 |
239
+ | No log | 31.3333 | 376 | 0.5444 | 0.5562 | 0.5444 | 0.7378 |
240
+ | No log | 31.5 | 378 | 0.4749 | 0.5447 | 0.4749 | 0.6891 |
241
+ | No log | 31.6667 | 380 | 0.4485 | 0.6021 | 0.4485 | 0.6697 |
242
+ | No log | 31.8333 | 382 | 0.4517 | 0.5866 | 0.4517 | 0.6721 |
243
+ | No log | 32.0 | 384 | 0.4680 | 0.6115 | 0.4680 | 0.6841 |
244
+ | No log | 32.1667 | 386 | 0.5070 | 0.6604 | 0.5070 | 0.7120 |
245
+ | No log | 32.3333 | 388 | 0.5103 | 0.6367 | 0.5103 | 0.7144 |
246
+ | No log | 32.5 | 390 | 0.4804 | 0.6301 | 0.4804 | 0.6931 |
247
+ | No log | 32.6667 | 392 | 0.4433 | 0.6222 | 0.4433 | 0.6658 |
248
+ | No log | 32.8333 | 394 | 0.4530 | 0.6613 | 0.4530 | 0.6731 |
249
+ | No log | 33.0 | 396 | 0.4579 | 0.6613 | 0.4579 | 0.6767 |
250
+ | No log | 33.1667 | 398 | 0.4490 | 0.6059 | 0.4490 | 0.6701 |
251
+ | No log | 33.3333 | 400 | 0.4641 | 0.5705 | 0.4641 | 0.6812 |
252
+ | No log | 33.5 | 402 | 0.4904 | 0.6282 | 0.4904 | 0.7003 |
253
+ | No log | 33.6667 | 404 | 0.5024 | 0.6051 | 0.5024 | 0.7088 |
254
+ | No log | 33.8333 | 406 | 0.4935 | 0.5978 | 0.4935 | 0.7025 |
255
+ | No log | 34.0 | 408 | 0.4845 | 0.5731 | 0.4845 | 0.6961 |
256
+ | No log | 34.1667 | 410 | 0.4841 | 0.5731 | 0.4841 | 0.6957 |
257
+ | No log | 34.3333 | 412 | 0.5011 | 0.6152 | 0.5011 | 0.7079 |
258
+ | No log | 34.5 | 414 | 0.5227 | 0.6199 | 0.5227 | 0.7230 |
259
+ | No log | 34.6667 | 416 | 0.5484 | 0.5927 | 0.5484 | 0.7405 |
260
+ | No log | 34.8333 | 418 | 0.5419 | 0.6135 | 0.5419 | 0.7361 |
261
+ | No log | 35.0 | 420 | 0.5087 | 0.6078 | 0.5087 | 0.7133 |
262
+ | No log | 35.1667 | 422 | 0.4928 | 0.6417 | 0.4928 | 0.7020 |
263
+ | No log | 35.3333 | 424 | 0.4820 | 0.6577 | 0.4820 | 0.6942 |
264
+ | No log | 35.5 | 426 | 0.4739 | 0.5961 | 0.4739 | 0.6884 |
265
+ | No log | 35.6667 | 428 | 0.4827 | 0.5840 | 0.4827 | 0.6948 |
266
+ | No log | 35.8333 | 430 | 0.5143 | 0.5942 | 0.5143 | 0.7171 |
267
+ | No log | 36.0 | 432 | 0.5624 | 0.5905 | 0.5624 | 0.7500 |
268
+ | No log | 36.1667 | 434 | 0.5842 | 0.5710 | 0.5842 | 0.7643 |
269
+ | No log | 36.3333 | 436 | 0.5857 | 0.5846 | 0.5857 | 0.7653 |
270
+ | No log | 36.5 | 438 | 0.5302 | 0.5973 | 0.5302 | 0.7282 |
271
+ | No log | 36.6667 | 440 | 0.4815 | 0.6392 | 0.4815 | 0.6939 |
272
+ | No log | 36.8333 | 442 | 0.4702 | 0.6805 | 0.4702 | 0.6857 |
273
+ | No log | 37.0 | 444 | 0.4634 | 0.6662 | 0.4634 | 0.6807 |
274
+ | No log | 37.1667 | 446 | 0.4627 | 0.6662 | 0.4627 | 0.6802 |
275
+ | No log | 37.3333 | 448 | 0.4638 | 0.6988 | 0.4638 | 0.6810 |
276
+ | No log | 37.5 | 450 | 0.4758 | 0.6357 | 0.4758 | 0.6898 |
277
+ | No log | 37.6667 | 452 | 0.4678 | 0.6430 | 0.4678 | 0.6839 |
278
+ | No log | 37.8333 | 454 | 0.4652 | 0.6430 | 0.4652 | 0.6820 |
279
+ | No log | 38.0 | 456 | 0.4689 | 0.6427 | 0.4689 | 0.6847 |
280
+ | No log | 38.1667 | 458 | 0.4601 | 0.6505 | 0.4601 | 0.6783 |
281
+ | No log | 38.3333 | 460 | 0.4633 | 0.6637 | 0.4633 | 0.6806 |
282
+ | No log | 38.5 | 462 | 0.4571 | 0.6474 | 0.4571 | 0.6761 |
283
+ | No log | 38.6667 | 464 | 0.4542 | 0.6504 | 0.4542 | 0.6740 |
284
+ | No log | 38.8333 | 466 | 0.4798 | 0.6438 | 0.4798 | 0.6927 |
285
+ | No log | 39.0 | 468 | 0.4928 | 0.6783 | 0.4928 | 0.7020 |
286
+ | No log | 39.1667 | 470 | 0.4801 | 0.6603 | 0.4801 | 0.6929 |
287
+ | No log | 39.3333 | 472 | 0.4659 | 0.6747 | 0.4659 | 0.6826 |
288
+ | No log | 39.5 | 474 | 0.4902 | 0.7102 | 0.4902 | 0.7001 |
289
+ | No log | 39.6667 | 476 | 0.5245 | 0.5776 | 0.5245 | 0.7242 |
290
+ | No log | 39.8333 | 478 | 0.5338 | 0.5776 | 0.5338 | 0.7306 |
291
+ | No log | 40.0 | 480 | 0.5346 | 0.6099 | 0.5346 | 0.7312 |
292
+ | No log | 40.1667 | 482 | 0.5202 | 0.6165 | 0.5202 | 0.7212 |
293
+ | No log | 40.3333 | 484 | 0.5100 | 0.6165 | 0.5100 | 0.7141 |
294
+ | No log | 40.5 | 486 | 0.4723 | 0.6003 | 0.4723 | 0.6873 |
295
+ | No log | 40.6667 | 488 | 0.4512 | 0.6560 | 0.4512 | 0.6717 |
296
+ | No log | 40.8333 | 490 | 0.4446 | 0.6738 | 0.4446 | 0.6668 |
297
+ | No log | 41.0 | 492 | 0.4419 | 0.6923 | 0.4419 | 0.6647 |
298
+ | No log | 41.1667 | 494 | 0.4360 | 0.7089 | 0.4360 | 0.6603 |
299
+ | No log | 41.3333 | 496 | 0.4400 | 0.6139 | 0.4400 | 0.6634 |
300
+ | No log | 41.5 | 498 | 0.4693 | 0.5970 | 0.4693 | 0.6851 |
301
+ | 0.2733 | 41.6667 | 500 | 0.4740 | 0.5772 | 0.4740 | 0.6885 |
302
+ | 0.2733 | 41.8333 | 502 | 0.4751 | 0.5970 | 0.4751 | 0.6893 |
303
+ | 0.2733 | 42.0 | 504 | 0.4752 | 0.5801 | 0.4752 | 0.6893 |
304
+ | 0.2733 | 42.1667 | 506 | 0.4623 | 0.5646 | 0.4623 | 0.6799 |
305
+ | 0.2733 | 42.3333 | 508 | 0.4561 | 0.5742 | 0.4561 | 0.6754 |
306
+ | 0.2733 | 42.5 | 510 | 0.4646 | 0.5945 | 0.4646 | 0.6816 |
307
+ | 0.2733 | 42.6667 | 512 | 0.4927 | 0.5840 | 0.4927 | 0.7019 |
308
+ | 0.2733 | 42.8333 | 514 | 0.5173 | 0.5875 | 0.5173 | 0.7192 |
309
+ | 0.2733 | 43.0 | 516 | 0.5089 | 0.5824 | 0.5089 | 0.7134 |
310
+ | 0.2733 | 43.1667 | 518 | 0.4985 | 0.6003 | 0.4985 | 0.7061 |
311
+ | 0.2733 | 43.3333 | 520 | 0.4666 | 0.6392 | 0.4666 | 0.6831 |
312
+ | 0.2733 | 43.5 | 522 | 0.4528 | 0.6647 | 0.4528 | 0.6729 |
313
+ | 0.2733 | 43.6667 | 524 | 0.4557 | 0.6472 | 0.4557 | 0.6751 |
314
+ | 0.2733 | 43.8333 | 526 | 0.4715 | 0.5612 | 0.4715 | 0.6867 |
315
+ | 0.2733 | 44.0 | 528 | 0.4982 | 0.5668 | 0.4982 | 0.7058 |
316
+ | 0.2733 | 44.1667 | 530 | 0.5012 | 0.5859 | 0.5012 | 0.7080 |
317
+ | 0.2733 | 44.3333 | 532 | 0.4718 | 0.6124 | 0.4718 | 0.6868 |
318
+ | 0.2733 | 44.5 | 534 | 0.4715 | 0.6304 | 0.4715 | 0.6866 |
319
+ | 0.2733 | 44.6667 | 536 | 0.4883 | 0.6241 | 0.4883 | 0.6988 |
320
+ | 0.2733 | 44.8333 | 538 | 0.4906 | 0.6709 | 0.4906 | 0.7004 |
321
+ | 0.2733 | 45.0 | 540 | 0.4784 | 0.6742 | 0.4784 | 0.6917 |
322
+ | 0.2733 | 45.1667 | 542 | 0.4687 | 0.6852 | 0.4687 | 0.6846 |
323
+ | 0.2733 | 45.3333 | 544 | 0.4837 | 0.6702 | 0.4837 | 0.6955 |
324
+ | 0.2733 | 45.5 | 546 | 0.4889 | 0.6623 | 0.4889 | 0.6992 |
325
+ | 0.2733 | 45.6667 | 548 | 0.4726 | 0.6696 | 0.4726 | 0.6875 |
326
+ | 0.2733 | 45.8333 | 550 | 0.4690 | 0.6590 | 0.4690 | 0.6848 |
327
+ | 0.2733 | 46.0 | 552 | 0.4922 | 0.6933 | 0.4922 | 0.7015 |
328
+ | 0.2733 | 46.1667 | 554 | 0.5693 | 0.6065 | 0.5693 | 0.7545 |
329
+ | 0.2733 | 46.3333 | 556 | 0.6230 | 0.6049 | 0.6230 | 0.7893 |
330
+ | 0.2733 | 46.5 | 558 | 0.6111 | 0.6092 | 0.6111 | 0.7817 |
331
+ | 0.2733 | 46.6667 | 560 | 0.5635 | 0.6073 | 0.5635 | 0.7507 |
332
+ | 0.2733 | 46.8333 | 562 | 0.4854 | 0.5786 | 0.4854 | 0.6967 |
333
+ | 0.2733 | 47.0 | 564 | 0.4571 | 0.5756 | 0.4571 | 0.6761 |
334
+ | 0.2733 | 47.1667 | 566 | 0.4591 | 0.6160 | 0.4591 | 0.6776 |
335
+ | 0.2733 | 47.3333 | 568 | 0.4815 | 0.6696 | 0.4815 | 0.6939 |
336
+ | 0.2733 | 47.5 | 570 | 0.5102 | 0.6841 | 0.5102 | 0.7143 |
337
+ | 0.2733 | 47.6667 | 572 | 0.5328 | 0.6767 | 0.5328 | 0.7299 |
338
+ | 0.2733 | 47.8333 | 574 | 0.5388 | 0.6767 | 0.5388 | 0.7340 |
339
+ | 0.2733 | 48.0 | 576 | 0.5250 | 0.6767 | 0.5250 | 0.7246 |
340
+ | 0.2733 | 48.1667 | 578 | 0.5083 | 0.6686 | 0.5083 | 0.7130 |
341
+ | 0.2733 | 48.3333 | 580 | 0.4927 | 0.6100 | 0.4927 | 0.7019 |
342
+ | 0.2733 | 48.5 | 582 | 0.4739 | 0.6593 | 0.4739 | 0.6884 |
343
+ | 0.2733 | 48.6667 | 584 | 0.4624 | 0.5926 | 0.4624 | 0.6800 |
344
+ | 0.2733 | 48.8333 | 586 | 0.4786 | 0.5626 | 0.4786 | 0.6918 |
345
+ | 0.2733 | 49.0 | 588 | 0.5243 | 0.5908 | 0.5243 | 0.7241 |
346
+ | 0.2733 | 49.1667 | 590 | 0.5571 | 0.6214 | 0.5571 | 0.7464 |
347
+ | 0.2733 | 49.3333 | 592 | 0.5734 | 0.6225 | 0.5734 | 0.7573 |
348
+ | 0.2733 | 49.5 | 594 | 0.5503 | 0.6397 | 0.5503 | 0.7418 |
349
+ | 0.2733 | 49.6667 | 596 | 0.5143 | 0.5668 | 0.5143 | 0.7171 |
350
+ | 0.2733 | 49.8333 | 598 | 0.4944 | 0.5872 | 0.4944 | 0.7032 |
351
+ | 0.2733 | 50.0 | 600 | 0.4763 | 0.5697 | 0.4763 | 0.6902 |
352
+ | 0.2733 | 50.1667 | 602 | 0.4780 | 0.5729 | 0.4780 | 0.6914 |
353
+ | 0.2733 | 50.3333 | 604 | 0.4817 | 0.5840 | 0.4817 | 0.6941 |
354
+ | 0.2733 | 50.5 | 606 | 0.4778 | 0.5758 | 0.4778 | 0.6913 |
355
+ | 0.2733 | 50.6667 | 608 | 0.4741 | 0.5692 | 0.4741 | 0.6885 |
356
+ | 0.2733 | 50.8333 | 610 | 0.4710 | 0.6045 | 0.4710 | 0.6863 |
357
+ | 0.2733 | 51.0 | 612 | 0.4574 | 0.6064 | 0.4574 | 0.6763 |
358
+ | 0.2733 | 51.1667 | 614 | 0.4558 | 0.6064 | 0.4558 | 0.6751 |
359
+ | 0.2733 | 51.3333 | 616 | 0.4635 | 0.6486 | 0.4635 | 0.6808 |
360
+ | 0.2733 | 51.5 | 618 | 0.4784 | 0.6871 | 0.4784 | 0.6917 |
361
+ | 0.2733 | 51.6667 | 620 | 0.4722 | 0.6643 | 0.4722 | 0.6872 |
362
+ | 0.2733 | 51.8333 | 622 | 0.4591 | 0.6148 | 0.4591 | 0.6775 |
363
+ | 0.2733 | 52.0 | 624 | 0.4551 | 0.6256 | 0.4551 | 0.6746 |
364
+ | 0.2733 | 52.1667 | 626 | 0.4540 | 0.6600 | 0.4540 | 0.6738 |
365
+ | 0.2733 | 52.3333 | 628 | 0.4520 | 0.6600 | 0.4520 | 0.6723 |
366
+ | 0.2733 | 52.5 | 630 | 0.4507 | 0.6430 | 0.4507 | 0.6713 |
367
+ | 0.2733 | 52.6667 | 632 | 0.4500 | 0.6256 | 0.4500 | 0.6708 |
368
+ | 0.2733 | 52.8333 | 634 | 0.4533 | 0.6329 | 0.4533 | 0.6733 |
369
+ | 0.2733 | 53.0 | 636 | 0.4602 | 0.6161 | 0.4602 | 0.6784 |
370
+ | 0.2733 | 53.1667 | 638 | 0.4660 | 0.6570 | 0.4660 | 0.6826 |
371
+ | 0.2733 | 53.3333 | 640 | 0.4585 | 0.6161 | 0.4585 | 0.6771 |
372
+ | 0.2733 | 53.5 | 642 | 0.4576 | 0.6161 | 0.4576 | 0.6765 |
373
+ | 0.2733 | 53.6667 | 644 | 0.4557 | 0.6336 | 0.4557 | 0.6750 |
374
+ | 0.2733 | 53.8333 | 646 | 0.4565 | 0.6516 | 0.4565 | 0.6757 |
375
+ | 0.2733 | 54.0 | 648 | 0.4732 | 0.6793 | 0.4732 | 0.6879 |
376
+ | 0.2733 | 54.1667 | 650 | 0.4741 | 0.6793 | 0.4741 | 0.6885 |
377
+ | 0.2733 | 54.3333 | 652 | 0.4662 | 0.6852 | 0.4662 | 0.6828 |
378
+ | 0.2733 | 54.5 | 654 | 0.4653 | 0.6336 | 0.4653 | 0.6821 |
379
+ | 0.2733 | 54.6667 | 656 | 0.4784 | 0.6398 | 0.4784 | 0.6917 |
380
+ | 0.2733 | 54.8333 | 658 | 0.5042 | 0.5989 | 0.5042 | 0.7101 |
381
+ | 0.2733 | 55.0 | 660 | 0.5110 | 0.6141 | 0.5110 | 0.7148 |
382
+ | 0.2733 | 55.1667 | 662 | 0.4952 | 0.6057 | 0.4952 | 0.7037 |
383
+ | 0.2733 | 55.3333 | 664 | 0.4722 | 0.6398 | 0.4722 | 0.6872 |
384
+ | 0.2733 | 55.5 | 666 | 0.4603 | 0.6148 | 0.4603 | 0.6785 |
385
+ | 0.2733 | 55.6667 | 668 | 0.4638 | 0.6329 | 0.4638 | 0.6810 |
386
+ | 0.2733 | 55.8333 | 670 | 0.4749 | 0.6329 | 0.4749 | 0.6891 |
387
+ | 0.2733 | 56.0 | 672 | 0.4792 | 0.6329 | 0.4792 | 0.6923 |
388
+ | 0.2733 | 56.1667 | 674 | 0.4775 | 0.6329 | 0.4775 | 0.6910 |
389
+ | 0.2733 | 56.3333 | 676 | 0.4756 | 0.6161 | 0.4756 | 0.6896 |
390
+ | 0.2733 | 56.5 | 678 | 0.4741 | 0.6161 | 0.4741 | 0.6886 |
391
+ | 0.2733 | 56.6667 | 680 | 0.4770 | 0.6233 | 0.4770 | 0.6907 |
392
+ | 0.2733 | 56.8333 | 682 | 0.4829 | 0.6647 | 0.4829 | 0.6949 |
393
+ | 0.2733 | 57.0 | 684 | 0.4780 | 0.6647 | 0.4780 | 0.6914 |
394
+ | 0.2733 | 57.1667 | 686 | 0.4772 | 0.6647 | 0.4772 | 0.6908 |
395
+ | 0.2733 | 57.3333 | 688 | 0.4766 | 0.6233 | 0.4766 | 0.6904 |
396
+ | 0.2733 | 57.5 | 690 | 0.4792 | 0.5923 | 0.4792 | 0.6922 |
397
+ | 0.2733 | 57.6667 | 692 | 0.4904 | 0.5978 | 0.4904 | 0.7003 |
398
+ | 0.2733 | 57.8333 | 694 | 0.4993 | 0.5463 | 0.4993 | 0.7066 |
399
+ | 0.2733 | 58.0 | 696 | 0.4999 | 0.5679 | 0.4999 | 0.7070 |
400
+ | 0.2733 | 58.1667 | 698 | 0.4850 | 0.6127 | 0.4850 | 0.6964 |
401
+ | 0.2733 | 58.3333 | 700 | 0.4728 | 0.5923 | 0.4728 | 0.6876 |
402
+ | 0.2733 | 58.5 | 702 | 0.4731 | 0.5923 | 0.4731 | 0.6878 |
403
+ | 0.2733 | 58.6667 | 704 | 0.4819 | 0.5923 | 0.4819 | 0.6942 |
404
+ | 0.2733 | 58.8333 | 706 | 0.4953 | 0.5877 | 0.4953 | 0.7038 |
405
+ | 0.2733 | 59.0 | 708 | 0.4958 | 0.6057 | 0.4958 | 0.7042 |
406
+ | 0.2733 | 59.1667 | 710 | 0.4838 | 0.6057 | 0.4838 | 0.6956 |
407
+ | 0.2733 | 59.3333 | 712 | 0.4754 | 0.6040 | 0.4754 | 0.6895 |
408
+ | 0.2733 | 59.5 | 714 | 0.4648 | 0.6124 | 0.4648 | 0.6818 |
409
+ | 0.2733 | 59.6667 | 716 | 0.4613 | 0.6416 | 0.4613 | 0.6792 |
410
+ | 0.2733 | 59.8333 | 718 | 0.4633 | 0.6416 | 0.4633 | 0.6807 |
411
+ | 0.2733 | 60.0 | 720 | 0.4666 | 0.6329 | 0.4666 | 0.6831 |
412
+ | 0.2733 | 60.1667 | 722 | 0.4779 | 0.6336 | 0.4779 | 0.6913 |
413
+ | 0.2733 | 60.3333 | 724 | 0.4920 | 0.6496 | 0.4920 | 0.7014 |
414
+ | 0.2733 | 60.5 | 726 | 0.5107 | 0.6565 | 0.5107 | 0.7147 |
415
+ | 0.2733 | 60.6667 | 728 | 0.5240 | 0.6491 | 0.5240 | 0.7239 |
416
+ | 0.2733 | 60.8333 | 730 | 0.5224 | 0.6482 | 0.5224 | 0.7228 |
417
+ | 0.2733 | 61.0 | 732 | 0.5061 | 0.6329 | 0.5061 | 0.7114 |
418
+ | 0.2733 | 61.1667 | 734 | 0.4971 | 0.6496 | 0.4971 | 0.7050 |
419
+ | 0.2733 | 61.3333 | 736 | 0.4925 | 0.6336 | 0.4925 | 0.7018 |
420
+ | 0.2733 | 61.5 | 738 | 0.4955 | 0.6420 | 0.4955 | 0.7039 |
421
+ | 0.2733 | 61.6667 | 740 | 0.4937 | 0.6336 | 0.4937 | 0.7027 |
422
+ | 0.2733 | 61.8333 | 742 | 0.4942 | 0.6409 | 0.4942 | 0.7030 |
423
+ | 0.2733 | 62.0 | 744 | 0.4989 | 0.6150 | 0.4989 | 0.7063 |
424
+ | 0.2733 | 62.1667 | 746 | 0.5033 | 0.5877 | 0.5033 | 0.7094 |
425
+ | 0.2733 | 62.3333 | 748 | 0.5080 | 0.6045 | 0.5080 | 0.7127 |
426
+ | 0.2733 | 62.5 | 750 | 0.5053 | 0.5566 | 0.5053 | 0.7108 |
427
+ | 0.2733 | 62.6667 | 752 | 0.4984 | 0.5566 | 0.4984 | 0.7059 |
428
+ | 0.2733 | 62.8333 | 754 | 0.4928 | 0.5945 | 0.4928 | 0.7020 |
429
+ | 0.2733 | 63.0 | 756 | 0.4862 | 0.5877 | 0.4862 | 0.6973 |
430
+ | 0.2733 | 63.1667 | 758 | 0.4796 | 0.6057 | 0.4796 | 0.6925 |
431
+ | 0.2733 | 63.3333 | 760 | 0.4771 | 0.6388 | 0.4771 | 0.6907 |
432
+ | 0.2733 | 63.5 | 762 | 0.4839 | 0.6057 | 0.4839 | 0.6956 |
433
+ | 0.2733 | 63.6667 | 764 | 0.4878 | 0.6057 | 0.4878 | 0.6984 |
434
+ | 0.2733 | 63.8333 | 766 | 0.4828 | 0.6057 | 0.4828 | 0.6948 |
435
+ | 0.2733 | 64.0 | 768 | 0.4760 | 0.6057 | 0.4760 | 0.6899 |
436
+ | 0.2733 | 64.1667 | 770 | 0.4765 | 0.5640 | 0.4765 | 0.6903 |
437
+ | 0.2733 | 64.3333 | 772 | 0.4741 | 0.5466 | 0.4741 | 0.6886 |
438
+ | 0.2733 | 64.5 | 774 | 0.4758 | 0.5466 | 0.4758 | 0.6898 |
439
+ | 0.2733 | 64.6667 | 776 | 0.4785 | 0.5466 | 0.4785 | 0.6917 |
440
+ | 0.2733 | 64.8333 | 778 | 0.4789 | 0.5466 | 0.4789 | 0.6920 |
441
 
442
 
443
  ### Framework versions
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