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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k16_task1_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_run1_AugV5_k15_task1_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_run1_AugV5_k15_task1_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: 0.8033
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- - Qwk: 0.7105
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- - Mse: 0.8033
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- - Rmse: 0.8963
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  ## Model description
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@@ -49,261 +49,514 @@ 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 | 0.0179 | 2 | 7.0692 | 0.0290 | 7.0692 | 2.6588 |
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- | No log | 0.0357 | 4 | 4.1574 | 0.1053 | 4.1574 | 2.0390 |
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- | No log | 0.0536 | 6 | 2.5318 | 0.0870 | 2.5318 | 1.5912 |
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- | No log | 0.0714 | 8 | 1.8752 | 0.2276 | 1.8752 | 1.3694 |
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- | No log | 0.0893 | 10 | 1.6967 | 0.2689 | 1.6967 | 1.3026 |
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- | No log | 0.1071 | 12 | 1.5431 | 0.1835 | 1.5431 | 1.2422 |
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- | No log | 0.125 | 14 | 1.4600 | 0.2456 | 1.4600 | 1.2083 |
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- | No log | 0.1429 | 16 | 1.4900 | 0.3279 | 1.4900 | 1.2207 |
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- | No log | 0.1607 | 18 | 1.6387 | 0.4211 | 1.6387 | 1.2801 |
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- | No log | 0.1786 | 20 | 1.0393 | 0.4923 | 1.0393 | 1.0195 |
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- | No log | 0.1964 | 22 | 1.2822 | 0.4882 | 1.2822 | 1.1324 |
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- | No log | 0.2143 | 24 | 1.5578 | 0.3559 | 1.5578 | 1.2481 |
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- | No log | 0.2321 | 26 | 1.4560 | 0.3304 | 1.4560 | 1.2066 |
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- | No log | 0.25 | 28 | 1.2691 | 0.3684 | 1.2691 | 1.1266 |
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- | No log | 0.2679 | 30 | 1.1808 | 0.4463 | 1.1808 | 1.0867 |
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- | No log | 0.2857 | 32 | 1.4781 | 0.4828 | 1.4781 | 1.2158 |
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- | No log | 0.3036 | 34 | 1.5579 | 0.4837 | 1.5579 | 1.2482 |
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- | No log | 0.3214 | 36 | 1.1682 | 0.6309 | 1.1682 | 1.0808 |
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- | No log | 0.3393 | 38 | 0.8417 | 0.6809 | 0.8417 | 0.9174 |
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- | No log | 0.3571 | 40 | 0.9560 | 0.6620 | 0.9560 | 0.9777 |
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- | No log | 0.375 | 42 | 1.2008 | 0.4895 | 1.2008 | 1.0958 |
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- | No log | 0.3929 | 44 | 1.2513 | 0.4722 | 1.2513 | 1.1186 |
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- | No log | 0.4107 | 46 | 1.1753 | 0.5143 | 1.1753 | 1.0841 |
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- | No log | 0.4286 | 48 | 1.1084 | 0.5821 | 1.1084 | 1.0528 |
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- | No log | 0.4464 | 50 | 1.1309 | 0.5926 | 1.1309 | 1.0634 |
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- | No log | 0.4643 | 52 | 1.0382 | 0.6575 | 1.0382 | 1.0189 |
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- | No log | 0.4821 | 54 | 1.1589 | 0.5974 | 1.1589 | 1.0765 |
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- | No log | 0.5 | 56 | 1.5396 | 0.5422 | 1.5396 | 1.2408 |
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- | No log | 0.5179 | 58 | 1.3346 | 0.5375 | 1.3346 | 1.1552 |
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- | No log | 0.5357 | 60 | 0.9809 | 0.5921 | 0.9809 | 0.9904 |
82
- | No log | 0.5536 | 62 | 0.8371 | 0.6622 | 0.8371 | 0.9149 |
83
- | No log | 0.5714 | 64 | 0.8265 | 0.7273 | 0.8265 | 0.9091 |
84
- | No log | 0.5893 | 66 | 0.9889 | 0.6232 | 0.9889 | 0.9945 |
85
- | No log | 0.6071 | 68 | 1.0932 | 0.5970 | 1.0932 | 1.0455 |
86
- | No log | 0.625 | 70 | 1.0503 | 0.6043 | 1.0503 | 1.0248 |
87
- | No log | 0.6429 | 72 | 1.0452 | 0.5874 | 1.0452 | 1.0223 |
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- | No log | 0.6607 | 74 | 1.0060 | 0.5986 | 1.0060 | 1.0030 |
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- | No log | 0.6786 | 76 | 0.8557 | 0.6986 | 0.8557 | 0.9250 |
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- | No log | 0.6964 | 78 | 0.9999 | 0.6176 | 0.9999 | 1.0000 |
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- | No log | 0.7143 | 80 | 1.1681 | 0.4252 | 1.1681 | 1.0808 |
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- | No log | 0.7321 | 82 | 0.9668 | 0.6619 | 0.9668 | 0.9833 |
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- | No log | 0.75 | 84 | 0.8337 | 0.6667 | 0.8337 | 0.9131 |
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- | No log | 0.7679 | 86 | 0.9275 | 0.7073 | 0.9275 | 0.9631 |
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- | No log | 0.7857 | 88 | 0.9425 | 0.6538 | 0.9425 | 0.9708 |
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- | No log | 0.8036 | 90 | 0.9628 | 0.6531 | 0.9628 | 0.9812 |
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- | No log | 0.8214 | 92 | 1.0699 | 0.5957 | 1.0699 | 1.0343 |
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- | No log | 0.8393 | 94 | 0.9829 | 0.6176 | 0.9829 | 0.9914 |
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- | No log | 0.8571 | 96 | 0.8777 | 0.6479 | 0.8777 | 0.9369 |
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- | No log | 0.875 | 98 | 0.7797 | 0.7075 | 0.7797 | 0.8830 |
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- | No log | 0.8929 | 100 | 0.7751 | 0.7133 | 0.7751 | 0.8804 |
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- | No log | 0.9107 | 102 | 0.8517 | 0.6389 | 0.8517 | 0.9229 |
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- | No log | 0.9286 | 104 | 1.0168 | 0.6944 | 1.0168 | 1.0083 |
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- | No log | 0.9464 | 106 | 1.1986 | 0.5694 | 1.1986 | 1.0948 |
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- | No log | 0.9643 | 108 | 1.0878 | 0.6207 | 1.0878 | 1.0430 |
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- | No log | 0.9821 | 110 | 0.8883 | 0.6577 | 0.8883 | 0.9425 |
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- | No log | 1.0 | 112 | 0.8210 | 0.7285 | 0.8210 | 0.9061 |
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- | No log | 1.0179 | 114 | 0.7821 | 0.7067 | 0.7821 | 0.8844 |
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- | No log | 1.0357 | 116 | 0.8000 | 0.6974 | 0.8000 | 0.8944 |
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- | No log | 1.0536 | 118 | 1.0201 | 0.6626 | 1.0201 | 1.0100 |
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- | No log | 1.0714 | 120 | 1.1889 | 0.5868 | 1.1889 | 1.0904 |
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- | No log | 1.0893 | 122 | 1.0592 | 0.6420 | 1.0592 | 1.0292 |
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- | No log | 1.1071 | 124 | 0.9041 | 0.65 | 0.9041 | 0.9508 |
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- | No log | 1.125 | 126 | 0.9323 | 0.7241 | 0.9323 | 0.9656 |
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- | No log | 1.1429 | 128 | 1.0110 | 0.7243 | 1.0110 | 1.0055 |
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- | No log | 1.1607 | 130 | 1.0626 | 0.7083 | 1.0626 | 1.0308 |
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- | No log | 1.1786 | 132 | 1.1186 | 0.6848 | 1.1186 | 1.0576 |
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- | No log | 1.1964 | 134 | 1.1331 | 0.6703 | 1.1331 | 1.0645 |
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- | No log | 1.2143 | 136 | 1.0484 | 0.6588 | 1.0484 | 1.0239 |
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- | No log | 1.2321 | 138 | 1.1404 | 0.6272 | 1.1404 | 1.0679 |
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- | No log | 1.25 | 140 | 1.0964 | 0.6310 | 1.0964 | 1.0471 |
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- | No log | 1.2679 | 142 | 0.9691 | 0.6341 | 0.9691 | 0.9844 |
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- | No log | 1.2857 | 144 | 0.9084 | 0.7073 | 0.9084 | 0.9531 |
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- | No log | 1.3036 | 146 | 1.0605 | 0.6353 | 1.0605 | 1.0298 |
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- | No log | 1.3214 | 148 | 1.3467 | 0.6047 | 1.3467 | 1.1605 |
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- | No log | 1.3393 | 150 | 1.4350 | 0.5625 | 1.4350 | 1.1979 |
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- | No log | 1.3571 | 152 | 1.2285 | 0.5325 | 1.2285 | 1.1084 |
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- | No log | 1.375 | 154 | 0.9576 | 0.6383 | 0.9576 | 0.9786 |
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- | No log | 1.3929 | 156 | 0.8912 | 0.6809 | 0.8912 | 0.9440 |
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- | No log | 1.4107 | 158 | 0.9577 | 0.6531 | 0.9577 | 0.9786 |
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- | No log | 1.4286 | 160 | 1.0655 | 0.6076 | 1.0655 | 1.0322 |
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- | No log | 1.4464 | 162 | 0.9949 | 0.5974 | 0.9949 | 0.9975 |
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- | No log | 1.4643 | 164 | 0.9234 | 0.6835 | 0.9234 | 0.9609 |
134
- | No log | 1.4821 | 166 | 0.8885 | 0.7066 | 0.8885 | 0.9426 |
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- | No log | 1.5 | 168 | 0.9899 | 0.6851 | 0.9899 | 0.9950 |
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- | No log | 1.5179 | 170 | 1.1720 | 0.6264 | 1.1720 | 1.0826 |
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- | No log | 1.5357 | 172 | 1.0951 | 0.5939 | 1.0951 | 1.0465 |
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- | No log | 1.5536 | 174 | 1.0808 | 0.6460 | 1.0808 | 1.0396 |
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- | No log | 1.5714 | 176 | 1.0237 | 0.6081 | 1.0237 | 1.0118 |
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- | No log | 1.5893 | 178 | 0.9893 | 0.6471 | 0.9893 | 0.9946 |
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- | No log | 1.6071 | 180 | 1.0784 | 0.6184 | 1.0784 | 1.0384 |
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- | No log | 1.625 | 182 | 1.1831 | 0.6154 | 1.1831 | 1.0877 |
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- | No log | 1.6429 | 184 | 1.1546 | 0.6154 | 1.1546 | 1.0745 |
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- | No log | 1.6607 | 186 | 0.9932 | 0.6708 | 0.9932 | 0.9966 |
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- | No log | 1.6786 | 188 | 0.8709 | 0.6846 | 0.8709 | 0.9332 |
146
- | No log | 1.6964 | 190 | 0.7765 | 0.7532 | 0.7765 | 0.8812 |
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- | No log | 1.7143 | 192 | 0.7771 | 0.7532 | 0.7771 | 0.8815 |
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- | No log | 1.7321 | 194 | 0.9044 | 0.7117 | 0.9044 | 0.9510 |
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- | No log | 1.75 | 196 | 1.1437 | 0.6409 | 1.1437 | 1.0694 |
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- | No log | 1.7679 | 198 | 1.0917 | 0.6556 | 1.0917 | 1.0448 |
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- | No log | 1.7857 | 200 | 0.9767 | 0.6626 | 0.9767 | 0.9883 |
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- | No log | 1.8036 | 202 | 0.8497 | 0.7285 | 0.8497 | 0.9218 |
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- | No log | 1.8214 | 204 | 0.8482 | 0.6714 | 0.8482 | 0.9210 |
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- | No log | 1.8393 | 206 | 0.8927 | 0.6812 | 0.8927 | 0.9449 |
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- | No log | 1.8571 | 208 | 1.0477 | 0.6154 | 1.0477 | 1.0236 |
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- | No log | 1.875 | 210 | 1.1982 | 0.6047 | 1.1982 | 1.0946 |
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- | No log | 1.8929 | 212 | 1.1300 | 0.6552 | 1.1300 | 1.0630 |
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- | No log | 1.9107 | 214 | 0.8790 | 0.7073 | 0.8790 | 0.9376 |
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- | No log | 1.9286 | 216 | 0.7010 | 0.7771 | 0.7010 | 0.8372 |
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- | No log | 1.9464 | 218 | 0.6779 | 0.7692 | 0.6779 | 0.8233 |
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- | No log | 1.9643 | 220 | 0.7233 | 0.7662 | 0.7233 | 0.8505 |
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- | No log | 1.9821 | 222 | 0.8459 | 0.7051 | 0.8459 | 0.9197 |
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- | No log | 2.0 | 224 | 0.8773 | 0.7020 | 0.8773 | 0.9366 |
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- | No log | 2.0179 | 226 | 0.8465 | 0.7285 | 0.8465 | 0.9201 |
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- | No log | 2.0357 | 228 | 0.7425 | 0.7467 | 0.7425 | 0.8617 |
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- | No log | 2.0536 | 230 | 0.7274 | 0.7105 | 0.7274 | 0.8529 |
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- | No log | 2.0714 | 232 | 0.7615 | 0.7320 | 0.7615 | 0.8726 |
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- | No log | 2.0893 | 234 | 0.8968 | 0.7283 | 0.8968 | 0.9470 |
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- | No log | 2.1071 | 236 | 0.9328 | 0.7381 | 0.9328 | 0.9658 |
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- | No log | 2.125 | 238 | 0.9057 | 0.7067 | 0.9057 | 0.9517 |
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- | No log | 2.1429 | 240 | 0.9498 | 0.6389 | 0.9498 | 0.9746 |
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- | No log | 2.1607 | 242 | 0.9999 | 0.6027 | 0.9999 | 0.9999 |
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- | No log | 2.1786 | 244 | 0.9814 | 0.6043 | 0.9814 | 0.9907 |
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- | No log | 2.1964 | 246 | 0.9734 | 0.6418 | 0.9734 | 0.9866 |
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- | No log | 2.2143 | 248 | 1.0053 | 0.6277 | 1.0053 | 1.0027 |
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- | No log | 2.2321 | 250 | 1.0217 | 0.6040 | 1.0217 | 1.0108 |
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- | No log | 2.25 | 252 | 1.0977 | 0.6024 | 1.0977 | 1.0477 |
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- | No log | 2.2679 | 254 | 1.1427 | 0.5952 | 1.1427 | 1.0690 |
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- | No log | 2.2857 | 256 | 1.1740 | 0.6118 | 1.1740 | 1.0835 |
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- | No log | 2.3036 | 258 | 1.0900 | 0.6272 | 1.0900 | 1.0440 |
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- | No log | 2.3214 | 260 | 0.9967 | 0.6667 | 0.9967 | 0.9983 |
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- | No log | 2.3393 | 262 | 0.9220 | 0.6203 | 0.9220 | 0.9602 |
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- | No log | 2.3571 | 264 | 0.8856 | 0.7160 | 0.8856 | 0.9410 |
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- | No log | 2.375 | 266 | 0.7902 | 0.7403 | 0.7902 | 0.8889 |
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- | No log | 2.3929 | 268 | 0.7527 | 0.7625 | 0.7527 | 0.8676 |
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- | No log | 2.4107 | 270 | 0.8106 | 0.7458 | 0.8106 | 0.9003 |
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- | No log | 2.4286 | 272 | 1.0337 | 0.7273 | 1.0337 | 1.0167 |
188
- | No log | 2.4464 | 274 | 1.0115 | 0.7579 | 1.0115 | 1.0057 |
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- | No log | 2.4643 | 276 | 0.8576 | 0.7081 | 0.8576 | 0.9261 |
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- | No log | 2.4821 | 278 | 0.8394 | 0.7179 | 0.8394 | 0.9162 |
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- | No log | 2.5 | 280 | 0.9278 | 0.6452 | 0.9278 | 0.9632 |
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- | No log | 2.5179 | 282 | 0.9965 | 0.6667 | 0.9965 | 0.9982 |
193
- | No log | 2.5357 | 284 | 1.2587 | 0.6186 | 1.2587 | 1.1219 |
194
- | No log | 2.5536 | 286 | 1.2133 | 0.5978 | 1.2133 | 1.1015 |
195
- | No log | 2.5714 | 288 | 0.9821 | 0.6835 | 0.9821 | 0.9910 |
196
- | No log | 2.5893 | 290 | 0.8502 | 0.7383 | 0.8502 | 0.9221 |
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- | No log | 2.6071 | 292 | 0.8478 | 0.75 | 0.8478 | 0.9208 |
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- | No log | 2.625 | 294 | 0.9359 | 0.7195 | 0.9359 | 0.9674 |
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- | No log | 2.6429 | 296 | 1.0299 | 0.6556 | 1.0299 | 1.0148 |
200
- | No log | 2.6607 | 298 | 1.0466 | 0.6556 | 1.0466 | 1.0230 |
201
- | No log | 2.6786 | 300 | 1.1088 | 0.6556 | 1.1088 | 1.0530 |
202
- | No log | 2.6964 | 302 | 1.1680 | 0.6413 | 1.1680 | 1.0807 |
203
- | No log | 2.7143 | 304 | 1.0561 | 0.6784 | 1.0561 | 1.0277 |
204
- | No log | 2.7321 | 306 | 0.9354 | 0.7432 | 0.9354 | 0.9672 |
205
- | No log | 2.75 | 308 | 0.9109 | 0.7183 | 0.9109 | 0.9544 |
206
- | No log | 2.7679 | 310 | 0.8985 | 0.7355 | 0.8985 | 0.9479 |
207
- | No log | 2.7857 | 312 | 0.8168 | 0.7484 | 0.8168 | 0.9038 |
208
- | No log | 2.8036 | 314 | 0.8011 | 0.7702 | 0.8011 | 0.8951 |
209
- | No log | 2.8214 | 316 | 0.8438 | 0.7529 | 0.8438 | 0.9186 |
210
- | No log | 2.8393 | 318 | 1.0111 | 0.7263 | 1.0111 | 1.0055 |
211
- | No log | 2.8571 | 320 | 1.3065 | 0.6146 | 1.3065 | 1.1430 |
212
- | No log | 2.875 | 322 | 1.3572 | 0.5905 | 1.3572 | 1.1650 |
213
- | No log | 2.8929 | 324 | 1.1395 | 0.6702 | 1.1395 | 1.0675 |
214
- | No log | 2.9107 | 326 | 1.0308 | 0.6591 | 1.0308 | 1.0153 |
215
- | No log | 2.9286 | 328 | 0.9712 | 0.6707 | 0.9712 | 0.9855 |
216
- | No log | 2.9464 | 330 | 0.9833 | 0.6824 | 0.9833 | 0.9916 |
217
- | No log | 2.9643 | 332 | 1.0393 | 0.6739 | 1.0393 | 1.0195 |
218
- | No log | 2.9821 | 334 | 1.0743 | 0.6842 | 1.0743 | 1.0365 |
219
- | No log | 3.0 | 336 | 1.0319 | 0.6932 | 1.0319 | 1.0158 |
220
- | No log | 3.0179 | 338 | 1.0766 | 0.6552 | 1.0766 | 1.0376 |
221
- | No log | 3.0357 | 340 | 1.0338 | 0.6587 | 1.0338 | 1.0167 |
222
- | No log | 3.0536 | 342 | 0.9316 | 0.6835 | 0.9316 | 0.9652 |
223
- | No log | 3.0714 | 344 | 0.8136 | 0.7347 | 0.8136 | 0.9020 |
224
- | No log | 3.0893 | 346 | 0.7881 | 0.7516 | 0.7881 | 0.8878 |
225
- | No log | 3.1071 | 348 | 0.7598 | 0.7407 | 0.7598 | 0.8717 |
226
- | No log | 3.125 | 350 | 0.7927 | 0.7368 | 0.7927 | 0.8903 |
227
- | No log | 3.1429 | 352 | 0.7632 | 0.7886 | 0.7632 | 0.8736 |
228
- | No log | 3.1607 | 354 | 0.7183 | 0.7882 | 0.7183 | 0.8475 |
229
- | No log | 3.1786 | 356 | 0.6946 | 0.7811 | 0.6946 | 0.8334 |
230
- | No log | 3.1964 | 358 | 0.7320 | 0.7841 | 0.7320 | 0.8555 |
231
- | No log | 3.2143 | 360 | 0.8528 | 0.7553 | 0.8528 | 0.9235 |
232
- | No log | 3.2321 | 362 | 0.8944 | 0.7380 | 0.8944 | 0.9457 |
233
- | No log | 3.25 | 364 | 0.8954 | 0.6905 | 0.8954 | 0.9462 |
234
- | No log | 3.2679 | 366 | 0.9645 | 0.6786 | 0.9645 | 0.9821 |
235
- | No log | 3.2857 | 368 | 1.0302 | 0.6471 | 1.0302 | 1.0150 |
236
- | No log | 3.3036 | 370 | 1.0323 | 0.6509 | 1.0323 | 1.0160 |
237
- | No log | 3.3214 | 372 | 0.9326 | 0.6842 | 0.9326 | 0.9657 |
238
- | No log | 3.3393 | 374 | 0.8577 | 0.7027 | 0.8577 | 0.9261 |
239
- | No log | 3.3571 | 376 | 0.8081 | 0.7260 | 0.8081 | 0.8990 |
240
- | No log | 3.375 | 378 | 0.7742 | 0.7211 | 0.7742 | 0.8799 |
241
- | No log | 3.3929 | 380 | 0.7897 | 0.7403 | 0.7897 | 0.8887 |
242
- | No log | 3.4107 | 382 | 0.8103 | 0.7407 | 0.8103 | 0.9002 |
243
- | No log | 3.4286 | 384 | 0.8122 | 0.7368 | 0.8122 | 0.9012 |
244
- | No log | 3.4464 | 386 | 0.7503 | 0.7857 | 0.7503 | 0.8662 |
245
- | No log | 3.4643 | 388 | 0.7171 | 0.8 | 0.7171 | 0.8468 |
246
- | No log | 3.4821 | 390 | 0.7430 | 0.7683 | 0.7430 | 0.8620 |
247
- | No log | 3.5 | 392 | 0.7633 | 0.7439 | 0.7633 | 0.8736 |
248
- | No log | 3.5179 | 394 | 0.8321 | 0.7059 | 0.8321 | 0.9122 |
249
- | No log | 3.5357 | 396 | 0.8466 | 0.7176 | 0.8466 | 0.9201 |
250
- | No log | 3.5536 | 398 | 0.9649 | 0.7 | 0.9649 | 0.9823 |
251
- | No log | 3.5714 | 400 | 1.0499 | 0.6776 | 1.0499 | 1.0246 |
252
- | No log | 3.5893 | 402 | 1.0078 | 0.6587 | 1.0078 | 1.0039 |
253
- | No log | 3.6071 | 404 | 1.0461 | 0.6463 | 1.0461 | 1.0228 |
254
- | No log | 3.625 | 406 | 0.9749 | 0.6792 | 0.9749 | 0.9874 |
255
- | No log | 3.6429 | 408 | 0.8030 | 0.6897 | 0.8030 | 0.8961 |
256
- | No log | 3.6607 | 410 | 0.7392 | 0.6857 | 0.7392 | 0.8598 |
257
- | No log | 3.6786 | 412 | 0.7389 | 0.6993 | 0.7389 | 0.8596 |
258
- | No log | 3.6964 | 414 | 0.8146 | 0.7215 | 0.8146 | 0.9025 |
259
- | No log | 3.7143 | 416 | 1.0191 | 0.6957 | 1.0191 | 1.0095 |
260
- | No log | 3.7321 | 418 | 1.1366 | 0.6409 | 1.1366 | 1.0661 |
261
- | No log | 3.75 | 420 | 1.0853 | 0.6275 | 1.0853 | 1.0418 |
262
- | No log | 3.7679 | 422 | 1.0220 | 0.6667 | 1.0220 | 1.0109 |
263
- | No log | 3.7857 | 424 | 0.9255 | 0.6849 | 0.9255 | 0.9620 |
264
- | No log | 3.8036 | 426 | 0.8933 | 0.7097 | 0.8933 | 0.9452 |
265
- | No log | 3.8214 | 428 | 0.9713 | 0.6548 | 0.9713 | 0.9856 |
266
- | No log | 3.8393 | 430 | 0.9895 | 0.6595 | 0.9895 | 0.9947 |
267
- | No log | 3.8571 | 432 | 1.0042 | 0.6595 | 1.0042 | 1.0021 |
268
- | No log | 3.875 | 434 | 0.9775 | 0.6550 | 0.9775 | 0.9887 |
269
- | No log | 3.8929 | 436 | 1.0521 | 0.6316 | 1.0521 | 1.0257 |
270
- | No log | 3.9107 | 438 | 1.1280 | 0.6409 | 1.1280 | 1.0621 |
271
- | No log | 3.9286 | 440 | 1.1044 | 0.6433 | 1.1044 | 1.0509 |
272
- | No log | 3.9464 | 442 | 1.0860 | 0.6429 | 1.0860 | 1.0421 |
273
- | No log | 3.9643 | 444 | 1.0181 | 0.6386 | 1.0181 | 1.0090 |
274
- | No log | 3.9821 | 446 | 0.9526 | 0.6627 | 0.9526 | 0.9760 |
275
- | No log | 4.0 | 448 | 0.8881 | 0.7421 | 0.8881 | 0.9424 |
276
- | No log | 4.0179 | 450 | 0.9283 | 0.7079 | 0.9283 | 0.9635 |
277
- | No log | 4.0357 | 452 | 1.0298 | 0.6557 | 1.0298 | 1.0148 |
278
- | No log | 4.0536 | 454 | 1.1783 | 0.6736 | 1.1783 | 1.0855 |
279
- | No log | 4.0714 | 456 | 1.2438 | 0.6162 | 1.2438 | 1.1152 |
280
- | No log | 4.0893 | 458 | 1.0635 | 0.6753 | 1.0635 | 1.0313 |
281
- | No log | 4.1071 | 460 | 0.9782 | 0.6812 | 0.9782 | 0.9891 |
282
- | No log | 4.125 | 462 | 0.9827 | 0.6812 | 0.9827 | 0.9913 |
283
- | No log | 4.1429 | 464 | 0.9920 | 0.6812 | 0.9920 | 0.9960 |
284
- | No log | 4.1607 | 466 | 1.0414 | 0.6713 | 1.0414 | 1.0205 |
285
- | No log | 4.1786 | 468 | 0.9863 | 0.6712 | 0.9863 | 0.9931 |
286
- | No log | 4.1964 | 470 | 0.9939 | 0.6846 | 0.9939 | 0.9969 |
287
- | No log | 4.2143 | 472 | 1.0790 | 0.6548 | 1.0790 | 1.0387 |
288
- | No log | 4.2321 | 474 | 1.0321 | 0.6585 | 1.0321 | 1.0159 |
289
- | No log | 4.25 | 476 | 0.9181 | 0.7152 | 0.9181 | 0.9582 |
290
- | No log | 4.2679 | 478 | 0.8282 | 0.72 | 0.8282 | 0.9101 |
291
- | No log | 4.2857 | 480 | 0.7953 | 0.7355 | 0.7953 | 0.8918 |
292
- | No log | 4.3036 | 482 | 0.8073 | 0.7453 | 0.8073 | 0.8985 |
293
- | No log | 4.3214 | 484 | 0.8607 | 0.7314 | 0.8607 | 0.9277 |
294
- | No log | 4.3393 | 486 | 0.9328 | 0.6854 | 0.9328 | 0.9658 |
295
- | No log | 4.3571 | 488 | 1.0499 | 0.6816 | 1.0499 | 1.0247 |
296
- | No log | 4.375 | 490 | 0.8771 | 0.7143 | 0.8771 | 0.9366 |
297
- | No log | 4.3929 | 492 | 0.7285 | 0.7296 | 0.7285 | 0.8535 |
298
- | No log | 4.4107 | 494 | 0.6230 | 0.76 | 0.6230 | 0.7893 |
299
- | No log | 4.4286 | 496 | 0.5915 | 0.7733 | 0.5915 | 0.7691 |
300
- | No log | 4.4464 | 498 | 0.6233 | 0.7712 | 0.6233 | 0.7895 |
301
- | 0.4386 | 4.4643 | 500 | 0.8193 | 0.7412 | 0.8193 | 0.9051 |
302
- | 0.4386 | 4.4821 | 502 | 1.1280 | 0.6907 | 1.1280 | 1.0621 |
303
- | 0.4386 | 4.5 | 504 | 1.2010 | 0.6528 | 1.2010 | 1.0959 |
304
- | 0.4386 | 4.5179 | 506 | 1.0706 | 0.6971 | 1.0706 | 1.0347 |
305
- | 0.4386 | 4.5357 | 508 | 0.8758 | 0.6875 | 0.8758 | 0.9359 |
306
- | 0.4386 | 4.5536 | 510 | 0.8033 | 0.7105 | 0.8033 | 0.8963 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k16_task1_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_run1_AugV5_k16_task1_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: 0.5709
19
+ - Qwk: 0.7651
20
+ - Mse: 0.5709
21
+ - Rmse: 0.7556
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.0167 | 2 | 6.9721 | 0.0179 | 6.9721 | 2.6405 |
53
+ | No log | 0.0333 | 4 | 5.4465 | 0.0580 | 5.4465 | 2.3338 |
54
+ | No log | 0.05 | 6 | 3.1611 | 0.0805 | 3.1611 | 1.7779 |
55
+ | No log | 0.0667 | 8 | 2.4743 | 0.0403 | 2.4743 | 1.5730 |
56
+ | No log | 0.0833 | 10 | 1.9191 | 0.1579 | 1.9191 | 1.3853 |
57
+ | No log | 0.1 | 12 | 1.8071 | 0.1495 | 1.8071 | 1.3443 |
58
+ | No log | 0.1167 | 14 | 2.0618 | 0.1043 | 2.0618 | 1.4359 |
59
+ | No log | 0.1333 | 16 | 1.9025 | 0.1651 | 1.9025 | 1.3793 |
60
+ | No log | 0.15 | 18 | 1.8495 | 0.2000 | 1.8495 | 1.3600 |
61
+ | No log | 0.1667 | 20 | 2.3358 | 0.0921 | 2.3358 | 1.5283 |
62
+ | No log | 0.1833 | 22 | 2.6930 | 0.0745 | 2.6930 | 1.6410 |
63
+ | No log | 0.2 | 24 | 2.3371 | 0.1000 | 2.3371 | 1.5287 |
64
+ | No log | 0.2167 | 26 | 1.6718 | 0.4651 | 1.6718 | 1.2930 |
65
+ | No log | 0.2333 | 28 | 1.3560 | 0.3540 | 1.3560 | 1.1645 |
66
+ | No log | 0.25 | 30 | 1.1022 | 0.5124 | 1.1022 | 1.0499 |
67
+ | No log | 0.2667 | 32 | 1.0364 | 0.5556 | 1.0364 | 1.0181 |
68
+ | No log | 0.2833 | 34 | 0.9929 | 0.5891 | 0.9929 | 0.9964 |
69
+ | No log | 0.3 | 36 | 0.9081 | 0.6176 | 0.9081 | 0.9529 |
70
+ | No log | 0.3167 | 38 | 0.7584 | 0.7143 | 0.7584 | 0.8708 |
71
+ | No log | 0.3333 | 40 | 0.7058 | 0.7125 | 0.7058 | 0.8401 |
72
+ | No log | 0.35 | 42 | 0.6887 | 0.7673 | 0.6887 | 0.8299 |
73
+ | No log | 0.3667 | 44 | 0.6955 | 0.7531 | 0.6955 | 0.8339 |
74
+ | No log | 0.3833 | 46 | 0.7801 | 0.7337 | 0.7801 | 0.8832 |
75
+ | No log | 0.4 | 48 | 0.6786 | 0.7561 | 0.6786 | 0.8238 |
76
+ | No log | 0.4167 | 50 | 0.7525 | 0.7425 | 0.7525 | 0.8675 |
77
+ | No log | 0.4333 | 52 | 0.8393 | 0.7066 | 0.8393 | 0.9161 |
78
+ | No log | 0.45 | 54 | 0.6985 | 0.7882 | 0.6985 | 0.8357 |
79
+ | No log | 0.4667 | 56 | 0.9663 | 0.75 | 0.9663 | 0.9830 |
80
+ | No log | 0.4833 | 58 | 1.2544 | 0.5904 | 1.2544 | 1.1200 |
81
+ | No log | 0.5 | 60 | 0.9379 | 0.7215 | 0.9379 | 0.9685 |
82
+ | No log | 0.5167 | 62 | 0.7520 | 0.6667 | 0.7520 | 0.8672 |
83
+ | No log | 0.5333 | 64 | 1.2136 | 0.6145 | 1.2136 | 1.1016 |
84
+ | No log | 0.55 | 66 | 1.1990 | 0.6409 | 1.1990 | 1.0950 |
85
+ | No log | 0.5667 | 68 | 1.1111 | 0.6782 | 1.1111 | 1.0541 |
86
+ | No log | 0.5833 | 70 | 0.8837 | 0.6582 | 0.8837 | 0.9401 |
87
+ | No log | 0.6 | 72 | 0.9592 | 0.7117 | 0.9592 | 0.9794 |
88
+ | No log | 0.6167 | 74 | 1.3630 | 0.5663 | 1.3630 | 1.1675 |
89
+ | No log | 0.6333 | 76 | 1.2383 | 0.625 | 1.2383 | 1.1128 |
90
+ | No log | 0.65 | 78 | 0.8370 | 0.7574 | 0.8370 | 0.9149 |
91
+ | No log | 0.6667 | 80 | 0.7126 | 0.7574 | 0.7126 | 0.8442 |
92
+ | No log | 0.6833 | 82 | 0.6797 | 0.7765 | 0.6797 | 0.8244 |
93
+ | No log | 0.7 | 84 | 0.6816 | 0.7711 | 0.6816 | 0.8256 |
94
+ | No log | 0.7167 | 86 | 0.6642 | 0.7595 | 0.6642 | 0.8150 |
95
+ | No log | 0.7333 | 88 | 0.6988 | 0.7436 | 0.6988 | 0.8360 |
96
+ | No log | 0.75 | 90 | 0.6971 | 0.7532 | 0.6971 | 0.8349 |
97
+ | No log | 0.7667 | 92 | 0.6520 | 0.7871 | 0.6520 | 0.8074 |
98
+ | No log | 0.7833 | 94 | 0.6163 | 0.8221 | 0.6163 | 0.7850 |
99
+ | No log | 0.8 | 96 | 0.6657 | 0.7933 | 0.6657 | 0.8159 |
100
+ | No log | 0.8167 | 98 | 0.9729 | 0.7192 | 0.9729 | 0.9863 |
101
+ | No log | 0.8333 | 100 | 0.9046 | 0.7653 | 0.9046 | 0.9511 |
102
+ | No log | 0.85 | 102 | 0.5610 | 0.8166 | 0.5610 | 0.7490 |
103
+ | No log | 0.8667 | 104 | 0.6155 | 0.7643 | 0.6155 | 0.7845 |
104
+ | No log | 0.8833 | 106 | 0.6453 | 0.7643 | 0.6453 | 0.8033 |
105
+ | No log | 0.9 | 108 | 0.5108 | 0.8075 | 0.5108 | 0.7147 |
106
+ | No log | 0.9167 | 110 | 0.5849 | 0.8187 | 0.5849 | 0.7648 |
107
+ | No log | 0.9333 | 112 | 0.6706 | 0.8254 | 0.6706 | 0.8189 |
108
+ | No log | 0.95 | 114 | 0.6400 | 0.8098 | 0.6400 | 0.8000 |
109
+ | No log | 0.9667 | 116 | 0.5789 | 0.85 | 0.5789 | 0.7609 |
110
+ | No log | 0.9833 | 118 | 0.6496 | 0.8137 | 0.6496 | 0.8060 |
111
+ | No log | 1.0 | 120 | 0.7309 | 0.79 | 0.7309 | 0.8549 |
112
+ | No log | 1.0167 | 122 | 0.6346 | 0.8 | 0.6346 | 0.7966 |
113
+ | No log | 1.0333 | 124 | 0.5512 | 0.8095 | 0.5512 | 0.7424 |
114
+ | No log | 1.05 | 126 | 0.7604 | 0.7317 | 0.7604 | 0.8720 |
115
+ | No log | 1.0667 | 128 | 0.7951 | 0.7375 | 0.7951 | 0.8917 |
116
+ | No log | 1.0833 | 130 | 0.7015 | 0.7532 | 0.7015 | 0.8375 |
117
+ | No log | 1.1 | 132 | 0.7597 | 0.7662 | 0.7597 | 0.8716 |
118
+ | No log | 1.1167 | 134 | 0.7446 | 0.7722 | 0.7446 | 0.8629 |
119
+ | No log | 1.1333 | 136 | 0.6306 | 0.8025 | 0.6306 | 0.7941 |
120
+ | No log | 1.15 | 138 | 0.6394 | 0.7811 | 0.6394 | 0.7996 |
121
+ | No log | 1.1667 | 140 | 0.6610 | 0.7861 | 0.6610 | 0.8130 |
122
+ | No log | 1.1833 | 142 | 0.5867 | 0.8023 | 0.5867 | 0.7660 |
123
+ | No log | 1.2 | 144 | 0.5674 | 0.8066 | 0.5674 | 0.7532 |
124
+ | No log | 1.2167 | 146 | 0.6045 | 0.7927 | 0.6045 | 0.7775 |
125
+ | No log | 1.2333 | 148 | 0.6386 | 0.7397 | 0.6386 | 0.7991 |
126
+ | No log | 1.25 | 150 | 0.6876 | 0.7234 | 0.6876 | 0.8292 |
127
+ | No log | 1.2667 | 152 | 0.6951 | 0.75 | 0.6951 | 0.8337 |
128
+ | No log | 1.2833 | 154 | 0.6751 | 0.7465 | 0.6752 | 0.8217 |
129
+ | No log | 1.3 | 156 | 0.6518 | 0.7234 | 0.6518 | 0.8073 |
130
+ | No log | 1.3167 | 158 | 0.6336 | 0.7771 | 0.6336 | 0.7960 |
131
+ | No log | 1.3333 | 160 | 0.5776 | 0.7975 | 0.5776 | 0.7600 |
132
+ | No log | 1.35 | 162 | 0.5509 | 0.8118 | 0.5509 | 0.7422 |
133
+ | No log | 1.3667 | 164 | 0.6072 | 0.8316 | 0.6072 | 0.7792 |
134
+ | No log | 1.3833 | 166 | 0.5260 | 0.8324 | 0.5260 | 0.7253 |
135
+ | No log | 1.4 | 168 | 0.5158 | 0.8391 | 0.5158 | 0.7182 |
136
+ | No log | 1.4167 | 170 | 0.5349 | 0.8391 | 0.5349 | 0.7314 |
137
+ | No log | 1.4333 | 172 | 0.4945 | 0.8571 | 0.4945 | 0.7032 |
138
+ | No log | 1.45 | 174 | 0.6041 | 0.8182 | 0.6041 | 0.7772 |
139
+ | No log | 1.4667 | 176 | 0.6030 | 0.7975 | 0.6030 | 0.7765 |
140
+ | No log | 1.4833 | 178 | 0.6098 | 0.7682 | 0.6098 | 0.7809 |
141
+ | No log | 1.5 | 180 | 0.6715 | 0.7552 | 0.6715 | 0.8195 |
142
+ | No log | 1.5167 | 182 | 0.7536 | 0.7162 | 0.7536 | 0.8681 |
143
+ | No log | 1.5333 | 184 | 0.8717 | 0.6623 | 0.8717 | 0.9337 |
144
+ | No log | 1.55 | 186 | 0.7480 | 0.7436 | 0.7480 | 0.8649 |
145
+ | No log | 1.5667 | 188 | 0.5482 | 0.8354 | 0.5482 | 0.7404 |
146
+ | No log | 1.5833 | 190 | 0.6576 | 0.7730 | 0.6576 | 0.8109 |
147
+ | No log | 1.6 | 192 | 0.9116 | 0.7021 | 0.9116 | 0.9548 |
148
+ | No log | 1.6167 | 194 | 0.9908 | 0.7016 | 0.9908 | 0.9954 |
149
+ | No log | 1.6333 | 196 | 0.8283 | 0.7160 | 0.8283 | 0.9101 |
150
+ | No log | 1.65 | 198 | 0.6945 | 0.7467 | 0.6945 | 0.8334 |
151
+ | No log | 1.6667 | 200 | 0.6919 | 0.7586 | 0.6919 | 0.8318 |
152
+ | No log | 1.6833 | 202 | 0.7302 | 0.7413 | 0.7302 | 0.8545 |
153
+ | No log | 1.7 | 204 | 0.8078 | 0.7133 | 0.8078 | 0.8988 |
154
+ | No log | 1.7167 | 206 | 0.7835 | 0.7133 | 0.7835 | 0.8851 |
155
+ | No log | 1.7333 | 208 | 0.6627 | 0.7724 | 0.6627 | 0.8141 |
156
+ | No log | 1.75 | 210 | 0.5405 | 0.8280 | 0.5405 | 0.7352 |
157
+ | No log | 1.7667 | 212 | 0.5282 | 0.8072 | 0.5282 | 0.7268 |
158
+ | No log | 1.7833 | 214 | 0.4954 | 0.8242 | 0.4954 | 0.7038 |
159
+ | No log | 1.8 | 216 | 0.4985 | 0.8364 | 0.4985 | 0.7061 |
160
+ | No log | 1.8167 | 218 | 0.5267 | 0.8049 | 0.5267 | 0.7258 |
161
+ | No log | 1.8333 | 220 | 0.5305 | 0.8049 | 0.5305 | 0.7284 |
162
+ | No log | 1.85 | 222 | 0.5239 | 0.8313 | 0.5239 | 0.7238 |
163
+ | No log | 1.8667 | 224 | 0.5393 | 0.8293 | 0.5393 | 0.7344 |
164
+ | No log | 1.8833 | 226 | 0.5645 | 0.8 | 0.5645 | 0.7513 |
165
+ | No log | 1.9 | 228 | 0.5965 | 0.7901 | 0.5965 | 0.7723 |
166
+ | No log | 1.9167 | 230 | 0.6905 | 0.7848 | 0.6905 | 0.8309 |
167
+ | No log | 1.9333 | 232 | 0.7234 | 0.7742 | 0.7234 | 0.8505 |
168
+ | No log | 1.95 | 234 | 0.7257 | 0.7183 | 0.7257 | 0.8519 |
169
+ | No log | 1.9667 | 236 | 0.7161 | 0.7286 | 0.7161 | 0.8462 |
170
+ | No log | 1.9833 | 238 | 0.7326 | 0.7183 | 0.7326 | 0.8559 |
171
+ | No log | 2.0 | 240 | 0.6881 | 0.7619 | 0.6881 | 0.8295 |
172
+ | No log | 2.0167 | 242 | 0.6540 | 0.7821 | 0.6540 | 0.8087 |
173
+ | No log | 2.0333 | 244 | 0.5795 | 0.7898 | 0.5795 | 0.7613 |
174
+ | No log | 2.05 | 246 | 0.5626 | 0.8 | 0.5626 | 0.7501 |
175
+ | No log | 2.0667 | 248 | 0.6597 | 0.7355 | 0.6597 | 0.8122 |
176
+ | No log | 2.0833 | 250 | 0.6988 | 0.7403 | 0.6988 | 0.8359 |
177
+ | No log | 2.1 | 252 | 0.6416 | 0.7285 | 0.6416 | 0.8010 |
178
+ | No log | 2.1167 | 254 | 0.5914 | 0.7843 | 0.5914 | 0.7690 |
179
+ | No log | 2.1333 | 256 | 0.7277 | 0.7792 | 0.7277 | 0.8530 |
180
+ | No log | 2.15 | 258 | 0.7742 | 0.7226 | 0.7742 | 0.8799 |
181
+ | No log | 2.1667 | 260 | 0.6616 | 0.7792 | 0.6616 | 0.8134 |
182
+ | No log | 2.1833 | 262 | 0.5754 | 0.7785 | 0.5754 | 0.7586 |
183
+ | No log | 2.2 | 264 | 0.6183 | 0.7639 | 0.6183 | 0.7864 |
184
+ | No log | 2.2167 | 266 | 0.6477 | 0.7413 | 0.6477 | 0.8048 |
185
+ | No log | 2.2333 | 268 | 0.6505 | 0.7778 | 0.6505 | 0.8065 |
186
+ | No log | 2.25 | 270 | 0.6579 | 0.7568 | 0.6579 | 0.8111 |
187
+ | No log | 2.2667 | 272 | 0.6559 | 0.7898 | 0.6559 | 0.8099 |
188
+ | No log | 2.2833 | 274 | 0.5777 | 0.8148 | 0.5777 | 0.7601 |
189
+ | No log | 2.3 | 276 | 0.5535 | 0.8313 | 0.5535 | 0.7440 |
190
+ | No log | 2.3167 | 278 | 0.6428 | 0.7654 | 0.6428 | 0.8017 |
191
+ | No log | 2.3333 | 280 | 0.6540 | 0.7607 | 0.6540 | 0.8087 |
192
+ | No log | 2.35 | 282 | 0.6023 | 0.7853 | 0.6023 | 0.7761 |
193
+ | No log | 2.3667 | 284 | 0.5968 | 0.7922 | 0.5968 | 0.7725 |
194
+ | No log | 2.3833 | 286 | 0.7665 | 0.7654 | 0.7665 | 0.8755 |
195
+ | No log | 2.4 | 288 | 0.9000 | 0.7170 | 0.9000 | 0.9487 |
196
+ | No log | 2.4167 | 290 | 0.8525 | 0.7114 | 0.8525 | 0.9233 |
197
+ | No log | 2.4333 | 292 | 0.7554 | 0.7651 | 0.7554 | 0.8692 |
198
+ | No log | 2.45 | 294 | 0.6777 | 0.7619 | 0.6777 | 0.8232 |
199
+ | No log | 2.4667 | 296 | 0.6586 | 0.7815 | 0.6586 | 0.8116 |
200
+ | No log | 2.4833 | 298 | 0.6897 | 0.7703 | 0.6897 | 0.8305 |
201
+ | No log | 2.5 | 300 | 0.7475 | 0.7568 | 0.7475 | 0.8646 |
202
+ | No log | 2.5167 | 302 | 0.7167 | 0.7619 | 0.7167 | 0.8466 |
203
+ | No log | 2.5333 | 304 | 0.6609 | 0.7619 | 0.6609 | 0.8129 |
204
+ | No log | 2.55 | 306 | 0.6121 | 0.7785 | 0.6121 | 0.7824 |
205
+ | No log | 2.5667 | 308 | 0.5899 | 0.8077 | 0.5899 | 0.7681 |
206
+ | No log | 2.5833 | 310 | 0.6220 | 0.7792 | 0.6220 | 0.7887 |
207
+ | No log | 2.6 | 312 | 0.6404 | 0.7568 | 0.6404 | 0.8003 |
208
+ | No log | 2.6167 | 314 | 0.6762 | 0.7586 | 0.6762 | 0.8223 |
209
+ | No log | 2.6333 | 316 | 0.7617 | 0.6765 | 0.7617 | 0.8728 |
210
+ | No log | 2.65 | 318 | 0.8125 | 0.6567 | 0.8125 | 0.9014 |
211
+ | No log | 2.6667 | 320 | 0.7437 | 0.6812 | 0.7437 | 0.8624 |
212
+ | No log | 2.6833 | 322 | 0.7179 | 0.7568 | 0.7179 | 0.8473 |
213
+ | No log | 2.7 | 324 | 0.7699 | 0.7114 | 0.7699 | 0.8775 |
214
+ | No log | 2.7167 | 326 | 0.7911 | 0.7 | 0.7911 | 0.8895 |
215
+ | No log | 2.7333 | 328 | 0.8464 | 0.6914 | 0.8464 | 0.9200 |
216
+ | No log | 2.75 | 330 | 0.8633 | 0.7 | 0.8633 | 0.9291 |
217
+ | No log | 2.7667 | 332 | 0.7966 | 0.7237 | 0.7966 | 0.8925 |
218
+ | No log | 2.7833 | 334 | 0.6901 | 0.7517 | 0.6901 | 0.8307 |
219
+ | No log | 2.8 | 336 | 0.6708 | 0.7619 | 0.6708 | 0.8190 |
220
+ | No log | 2.8167 | 338 | 0.6704 | 0.7619 | 0.6704 | 0.8188 |
221
+ | No log | 2.8333 | 340 | 0.6950 | 0.7517 | 0.6950 | 0.8337 |
222
+ | No log | 2.85 | 342 | 0.7672 | 0.7417 | 0.7672 | 0.8759 |
223
+ | No log | 2.8667 | 344 | 0.7506 | 0.7417 | 0.7506 | 0.8664 |
224
+ | No log | 2.8833 | 346 | 0.7170 | 0.7417 | 0.7170 | 0.8468 |
225
+ | No log | 2.9 | 348 | 0.6851 | 0.7808 | 0.6851 | 0.8277 |
226
+ | No log | 2.9167 | 350 | 0.6634 | 0.7619 | 0.6634 | 0.8145 |
227
+ | No log | 2.9333 | 352 | 0.6466 | 0.7763 | 0.6466 | 0.8041 |
228
+ | No log | 2.95 | 354 | 0.6807 | 0.7632 | 0.6807 | 0.8250 |
229
+ | No log | 2.9667 | 356 | 0.7389 | 0.7799 | 0.7389 | 0.8596 |
230
+ | No log | 2.9833 | 358 | 0.6926 | 0.7742 | 0.6926 | 0.8322 |
231
+ | No log | 3.0 | 360 | 0.6638 | 0.7815 | 0.6638 | 0.8147 |
232
+ | No log | 3.0167 | 362 | 0.6335 | 0.7838 | 0.6335 | 0.7959 |
233
+ | No log | 3.0333 | 364 | 0.5930 | 0.7671 | 0.5930 | 0.7701 |
234
+ | No log | 3.05 | 366 | 0.5753 | 0.7671 | 0.5753 | 0.7585 |
235
+ | No log | 3.0667 | 368 | 0.5723 | 0.7755 | 0.5723 | 0.7565 |
236
+ | No log | 3.0833 | 370 | 0.5843 | 0.7619 | 0.5843 | 0.7644 |
237
+ | No log | 3.1 | 372 | 0.5968 | 0.7838 | 0.5968 | 0.7725 |
238
+ | No log | 3.1167 | 374 | 0.6607 | 0.7703 | 0.6607 | 0.8128 |
239
+ | No log | 3.1333 | 376 | 0.7138 | 0.7586 | 0.7138 | 0.8449 |
240
+ | No log | 3.15 | 378 | 0.7263 | 0.7692 | 0.7263 | 0.8522 |
241
+ | No log | 3.1667 | 380 | 0.6989 | 0.7586 | 0.6989 | 0.8360 |
242
+ | No log | 3.1833 | 382 | 0.6921 | 0.7703 | 0.6921 | 0.8319 |
243
+ | No log | 3.2 | 384 | 0.6619 | 0.7651 | 0.6619 | 0.8136 |
244
+ | No log | 3.2167 | 386 | 0.6606 | 0.7619 | 0.6606 | 0.8128 |
245
+ | No log | 3.2333 | 388 | 0.7033 | 0.7651 | 0.7033 | 0.8386 |
246
+ | No log | 3.25 | 390 | 0.7185 | 0.7586 | 0.7185 | 0.8476 |
247
+ | No log | 3.2667 | 392 | 0.6720 | 0.75 | 0.6720 | 0.8197 |
248
+ | No log | 3.2833 | 394 | 0.6388 | 0.7724 | 0.6388 | 0.7992 |
249
+ | No log | 3.3 | 396 | 0.6028 | 0.7785 | 0.6028 | 0.7764 |
250
+ | No log | 3.3167 | 398 | 0.5508 | 0.8153 | 0.5508 | 0.7422 |
251
+ | No log | 3.3333 | 400 | 0.5679 | 0.8047 | 0.5679 | 0.7536 |
252
+ | No log | 3.35 | 402 | 0.5784 | 0.7952 | 0.5784 | 0.7606 |
253
+ | No log | 3.3667 | 404 | 0.5680 | 0.7922 | 0.5680 | 0.7537 |
254
+ | No log | 3.3833 | 406 | 0.5760 | 0.8182 | 0.5760 | 0.7589 |
255
+ | No log | 3.4 | 408 | 0.5766 | 0.8026 | 0.5766 | 0.7593 |
256
+ | No log | 3.4167 | 410 | 0.6024 | 0.7919 | 0.6024 | 0.7761 |
257
+ | No log | 3.4333 | 412 | 0.6214 | 0.76 | 0.6214 | 0.7883 |
258
+ | No log | 3.45 | 414 | 0.6623 | 0.7733 | 0.6623 | 0.8138 |
259
+ | No log | 3.4667 | 416 | 0.6801 | 0.7792 | 0.6801 | 0.8247 |
260
+ | No log | 3.4833 | 418 | 0.6410 | 0.7733 | 0.6410 | 0.8006 |
261
+ | No log | 3.5 | 420 | 0.6202 | 0.8079 | 0.6202 | 0.7875 |
262
+ | No log | 3.5167 | 422 | 0.6289 | 0.8026 | 0.6289 | 0.7930 |
263
+ | No log | 3.5333 | 424 | 0.6346 | 0.8052 | 0.6346 | 0.7966 |
264
+ | No log | 3.55 | 426 | 0.6506 | 0.7517 | 0.6506 | 0.8066 |
265
+ | No log | 3.5667 | 428 | 0.6812 | 0.7843 | 0.6812 | 0.8254 |
266
+ | No log | 3.5833 | 430 | 0.6719 | 0.7673 | 0.6719 | 0.8197 |
267
+ | No log | 3.6 | 432 | 0.6068 | 0.7771 | 0.6068 | 0.7790 |
268
+ | No log | 3.6167 | 434 | 0.5961 | 0.8176 | 0.5961 | 0.7721 |
269
+ | No log | 3.6333 | 436 | 0.6206 | 0.7821 | 0.6206 | 0.7878 |
270
+ | No log | 3.65 | 438 | 0.6179 | 0.7712 | 0.6179 | 0.7861 |
271
+ | No log | 3.6667 | 440 | 0.5810 | 0.7947 | 0.5810 | 0.7623 |
272
+ | No log | 3.6833 | 442 | 0.6103 | 0.7879 | 0.6103 | 0.7812 |
273
+ | No log | 3.7 | 444 | 0.6402 | 0.7702 | 0.6402 | 0.8001 |
274
+ | No log | 3.7167 | 446 | 0.6253 | 0.7815 | 0.6253 | 0.7908 |
275
+ | No log | 3.7333 | 448 | 0.6538 | 0.7733 | 0.6538 | 0.8086 |
276
+ | No log | 3.75 | 450 | 0.6650 | 0.7568 | 0.6650 | 0.8155 |
277
+ | No log | 3.7667 | 452 | 0.6600 | 0.7724 | 0.6600 | 0.8124 |
278
+ | No log | 3.7833 | 454 | 0.6523 | 0.7973 | 0.6523 | 0.8077 |
279
+ | No log | 3.8 | 456 | 0.6238 | 0.8108 | 0.6238 | 0.7898 |
280
+ | No log | 3.8167 | 458 | 0.5956 | 0.8108 | 0.5956 | 0.7717 |
281
+ | No log | 3.8333 | 460 | 0.5855 | 0.8 | 0.5855 | 0.7652 |
282
+ | No log | 3.85 | 462 | 0.5709 | 0.7947 | 0.5709 | 0.7556 |
283
+ | No log | 3.8667 | 464 | 0.5365 | 0.8050 | 0.5365 | 0.7324 |
284
+ | No log | 3.8833 | 466 | 0.5558 | 0.8101 | 0.5558 | 0.7455 |
285
+ | No log | 3.9 | 468 | 0.5758 | 0.7950 | 0.5758 | 0.7588 |
286
+ | No log | 3.9167 | 470 | 0.5646 | 0.7799 | 0.5646 | 0.7514 |
287
+ | No log | 3.9333 | 472 | 0.5946 | 0.7867 | 0.5946 | 0.7711 |
288
+ | No log | 3.95 | 474 | 0.6010 | 0.8 | 0.6010 | 0.7752 |
289
+ | No log | 3.9667 | 476 | 0.6205 | 0.8228 | 0.6205 | 0.7877 |
290
+ | No log | 3.9833 | 478 | 0.6485 | 0.8077 | 0.6485 | 0.8053 |
291
+ | No log | 4.0 | 480 | 0.6549 | 0.7974 | 0.6549 | 0.8093 |
292
+ | No log | 4.0167 | 482 | 0.6661 | 0.7973 | 0.6661 | 0.8161 |
293
+ | No log | 4.0333 | 484 | 0.6772 | 0.7651 | 0.6772 | 0.8229 |
294
+ | No log | 4.05 | 486 | 0.6939 | 0.7651 | 0.6939 | 0.8330 |
295
+ | No log | 4.0667 | 488 | 0.6979 | 0.7651 | 0.6979 | 0.8354 |
296
+ | No log | 4.0833 | 490 | 0.7051 | 0.7733 | 0.7051 | 0.8397 |
297
+ | No log | 4.1 | 492 | 0.6995 | 0.7619 | 0.6995 | 0.8364 |
298
+ | No log | 4.1167 | 494 | 0.7041 | 0.7919 | 0.7041 | 0.8391 |
299
+ | No log | 4.1333 | 496 | 0.7130 | 0.7692 | 0.7130 | 0.8444 |
300
+ | No log | 4.15 | 498 | 0.8050 | 0.7170 | 0.8050 | 0.8972 |
301
+ | 0.4065 | 4.1667 | 500 | 0.8023 | 0.7006 | 0.8023 | 0.8957 |
302
+ | 0.4065 | 4.1833 | 502 | 0.7103 | 0.7733 | 0.7103 | 0.8428 |
303
+ | 0.4065 | 4.2 | 504 | 0.6722 | 0.7619 | 0.6722 | 0.8199 |
304
+ | 0.4065 | 4.2167 | 506 | 0.6899 | 0.7172 | 0.6899 | 0.8306 |
305
+ | 0.4065 | 4.2333 | 508 | 0.6780 | 0.7172 | 0.6780 | 0.8234 |
306
+ | 0.4065 | 4.25 | 510 | 0.6802 | 0.7703 | 0.6802 | 0.8248 |
307
+ | 0.4065 | 4.2667 | 512 | 0.7398 | 0.7651 | 0.7398 | 0.8601 |
308
+ | 0.4065 | 4.2833 | 514 | 0.7197 | 0.7733 | 0.7197 | 0.8483 |
309
+ | 0.4065 | 4.3 | 516 | 0.6575 | 0.8 | 0.6575 | 0.8109 |
310
+ | 0.4065 | 4.3167 | 518 | 0.6358 | 0.8101 | 0.6358 | 0.7973 |
311
+ | 0.4065 | 4.3333 | 520 | 0.6335 | 0.7662 | 0.6335 | 0.7959 |
312
+ | 0.4065 | 4.35 | 522 | 0.6340 | 0.8026 | 0.6340 | 0.7962 |
313
+ | 0.4065 | 4.3667 | 524 | 0.6470 | 0.7692 | 0.6470 | 0.8043 |
314
+ | 0.4065 | 4.3833 | 526 | 0.6410 | 0.7778 | 0.6410 | 0.8006 |
315
+ | 0.4065 | 4.4 | 528 | 0.6572 | 0.7784 | 0.6572 | 0.8106 |
316
+ | 0.4065 | 4.4167 | 530 | 0.6013 | 0.8025 | 0.6013 | 0.7755 |
317
+ | 0.4065 | 4.4333 | 532 | 0.5844 | 0.7763 | 0.5844 | 0.7644 |
318
+ | 0.4065 | 4.45 | 534 | 0.5825 | 0.7763 | 0.5825 | 0.7632 |
319
+ | 0.4065 | 4.4667 | 536 | 0.5878 | 0.7974 | 0.5878 | 0.7667 |
320
+ | 0.4065 | 4.4833 | 538 | 0.6490 | 0.7625 | 0.6490 | 0.8056 |
321
+ | 0.4065 | 4.5 | 540 | 0.7043 | 0.7763 | 0.7043 | 0.8392 |
322
+ | 0.4065 | 4.5167 | 542 | 0.7419 | 0.7534 | 0.7419 | 0.8613 |
323
+ | 0.4065 | 4.5333 | 544 | 0.7382 | 0.7534 | 0.7382 | 0.8592 |
324
+ | 0.4065 | 4.55 | 546 | 0.6829 | 0.7733 | 0.6829 | 0.8264 |
325
+ | 0.4065 | 4.5667 | 548 | 0.6523 | 0.7785 | 0.6523 | 0.8077 |
326
+ | 0.4065 | 4.5833 | 550 | 0.6389 | 0.7785 | 0.6389 | 0.7993 |
327
+ | 0.4065 | 4.6 | 552 | 0.6510 | 0.7651 | 0.6510 | 0.8068 |
328
+ | 0.4065 | 4.6167 | 554 | 0.6401 | 0.7763 | 0.6401 | 0.8001 |
329
+ | 0.4065 | 4.6333 | 556 | 0.6767 | 0.7763 | 0.6767 | 0.8226 |
330
+ | 0.4065 | 4.65 | 558 | 0.7591 | 0.7451 | 0.7591 | 0.8713 |
331
+ | 0.4065 | 4.6667 | 560 | 0.7189 | 0.7763 | 0.7189 | 0.8479 |
332
+ | 0.4065 | 4.6833 | 562 | 0.6825 | 0.7922 | 0.6825 | 0.8261 |
333
+ | 0.4065 | 4.7 | 564 | 0.6600 | 0.7651 | 0.6600 | 0.8124 |
334
+ | 0.4065 | 4.7167 | 566 | 0.6714 | 0.7755 | 0.6714 | 0.8194 |
335
+ | 0.4065 | 4.7333 | 568 | 0.6707 | 0.7755 | 0.6707 | 0.8190 |
336
+ | 0.4065 | 4.75 | 570 | 0.6445 | 0.7973 | 0.6445 | 0.8028 |
337
+ | 0.4065 | 4.7667 | 572 | 0.6080 | 0.7919 | 0.6080 | 0.7797 |
338
+ | 0.4065 | 4.7833 | 574 | 0.5773 | 0.7975 | 0.5773 | 0.7598 |
339
+ | 0.4065 | 4.8 | 576 | 0.5927 | 0.7758 | 0.5927 | 0.7699 |
340
+ | 0.4065 | 4.8167 | 578 | 0.5943 | 0.7791 | 0.5943 | 0.7709 |
341
+ | 0.4065 | 4.8333 | 580 | 0.5727 | 0.7975 | 0.5727 | 0.7568 |
342
+ | 0.4065 | 4.85 | 582 | 0.5700 | 0.7950 | 0.5700 | 0.7550 |
343
+ | 0.4065 | 4.8667 | 584 | 0.5993 | 0.7733 | 0.5993 | 0.7742 |
344
+ | 0.4065 | 4.8833 | 586 | 0.6532 | 0.7733 | 0.6532 | 0.8082 |
345
+ | 0.4065 | 4.9 | 588 | 0.7303 | 0.7808 | 0.7303 | 0.8546 |
346
+ | 0.4065 | 4.9167 | 590 | 0.7345 | 0.7586 | 0.7345 | 0.8570 |
347
+ | 0.4065 | 4.9333 | 592 | 0.6830 | 0.7703 | 0.6830 | 0.8265 |
348
+ | 0.4065 | 4.95 | 594 | 0.5930 | 0.7947 | 0.5930 | 0.7701 |
349
+ | 0.4065 | 4.9667 | 596 | 0.5312 | 0.8158 | 0.5312 | 0.7289 |
350
+ | 0.4065 | 4.9833 | 598 | 0.5105 | 0.8105 | 0.5105 | 0.7145 |
351
+ | 0.4065 | 5.0 | 600 | 0.5422 | 0.7975 | 0.5422 | 0.7363 |
352
+ | 0.4065 | 5.0167 | 602 | 0.6329 | 0.7805 | 0.6329 | 0.7955 |
353
+ | 0.4065 | 5.0333 | 604 | 0.6822 | 0.7722 | 0.6822 | 0.8260 |
354
+ | 0.4065 | 5.05 | 606 | 0.6814 | 0.7703 | 0.6814 | 0.8254 |
355
+ | 0.4065 | 5.0667 | 608 | 0.6526 | 0.7586 | 0.6526 | 0.8078 |
356
+ | 0.4065 | 5.0833 | 610 | 0.6372 | 0.7586 | 0.6372 | 0.7983 |
357
+ | 0.4065 | 5.1 | 612 | 0.6042 | 0.7651 | 0.6042 | 0.7773 |
358
+ | 0.4065 | 5.1167 | 614 | 0.5829 | 0.7651 | 0.5829 | 0.7635 |
359
+ | 0.4065 | 5.1333 | 616 | 0.5616 | 0.8025 | 0.5616 | 0.7494 |
360
+ | 0.4065 | 5.15 | 618 | 0.5461 | 0.8313 | 0.5461 | 0.7390 |
361
+ | 0.4065 | 5.1667 | 620 | 0.5488 | 0.8313 | 0.5488 | 0.7408 |
362
+ | 0.4065 | 5.1833 | 622 | 0.5772 | 0.7925 | 0.5772 | 0.7597 |
363
+ | 0.4065 | 5.2 | 624 | 0.6439 | 0.7763 | 0.6439 | 0.8025 |
364
+ | 0.4065 | 5.2167 | 626 | 0.6628 | 0.7703 | 0.6628 | 0.8141 |
365
+ | 0.4065 | 5.2333 | 628 | 0.6544 | 0.7586 | 0.6544 | 0.8089 |
366
+ | 0.4065 | 5.25 | 630 | 0.6402 | 0.7671 | 0.6402 | 0.8001 |
367
+ | 0.4065 | 5.2667 | 632 | 0.6229 | 0.7703 | 0.6229 | 0.7893 |
368
+ | 0.4065 | 5.2833 | 634 | 0.6220 | 0.7763 | 0.6220 | 0.7887 |
369
+ | 0.4065 | 5.3 | 636 | 0.6270 | 0.7763 | 0.6270 | 0.7918 |
370
+ | 0.4065 | 5.3167 | 638 | 0.6648 | 0.7692 | 0.6648 | 0.8154 |
371
+ | 0.4065 | 5.3333 | 640 | 0.6434 | 0.7651 | 0.6434 | 0.8021 |
372
+ | 0.4065 | 5.35 | 642 | 0.6219 | 0.7785 | 0.6219 | 0.7886 |
373
+ | 0.4065 | 5.3667 | 644 | 0.6264 | 0.7838 | 0.6264 | 0.7915 |
374
+ | 0.4065 | 5.3833 | 646 | 0.6176 | 0.7838 | 0.6176 | 0.7859 |
375
+ | 0.4065 | 5.4 | 648 | 0.6023 | 0.7973 | 0.6023 | 0.7761 |
376
+ | 0.4065 | 5.4167 | 650 | 0.5859 | 0.8235 | 0.5859 | 0.7655 |
377
+ | 0.4065 | 5.4333 | 652 | 0.5590 | 0.8129 | 0.5590 | 0.7477 |
378
+ | 0.4065 | 5.45 | 654 | 0.5490 | 0.8052 | 0.5490 | 0.7410 |
379
+ | 0.4065 | 5.4667 | 656 | 0.5564 | 0.7682 | 0.5564 | 0.7459 |
380
+ | 0.4065 | 5.4833 | 658 | 0.5448 | 0.7895 | 0.5448 | 0.7381 |
381
+ | 0.4065 | 5.5 | 660 | 0.5517 | 0.7895 | 0.5517 | 0.7428 |
382
+ | 0.4065 | 5.5167 | 662 | 0.5706 | 0.7682 | 0.5706 | 0.7554 |
383
+ | 0.4065 | 5.5333 | 664 | 0.5656 | 0.7682 | 0.5656 | 0.7521 |
384
+ | 0.4065 | 5.55 | 666 | 0.5632 | 0.7682 | 0.5632 | 0.7505 |
385
+ | 0.4065 | 5.5667 | 668 | 0.5761 | 0.7682 | 0.5761 | 0.7590 |
386
+ | 0.4065 | 5.5833 | 670 | 0.5702 | 0.7867 | 0.5702 | 0.7551 |
387
+ | 0.4065 | 5.6 | 672 | 0.5856 | 0.7682 | 0.5856 | 0.7652 |
388
+ | 0.4065 | 5.6167 | 674 | 0.6072 | 0.7792 | 0.6072 | 0.7792 |
389
+ | 0.4065 | 5.6333 | 676 | 0.5985 | 0.7838 | 0.5985 | 0.7736 |
390
+ | 0.4065 | 5.65 | 678 | 0.6049 | 0.7919 | 0.6049 | 0.7777 |
391
+ | 0.4065 | 5.6667 | 680 | 0.6183 | 0.8108 | 0.6183 | 0.7863 |
392
+ | 0.4065 | 5.6833 | 682 | 0.6267 | 0.8108 | 0.6267 | 0.7917 |
393
+ | 0.4065 | 5.7 | 684 | 0.6200 | 0.8133 | 0.6200 | 0.7874 |
394
+ | 0.4065 | 5.7167 | 686 | 0.6405 | 0.7919 | 0.6405 | 0.8003 |
395
+ | 0.4065 | 5.7333 | 688 | 0.6969 | 0.75 | 0.6969 | 0.8348 |
396
+ | 0.4065 | 5.75 | 690 | 0.7178 | 0.75 | 0.7178 | 0.8473 |
397
+ | 0.4065 | 5.7667 | 692 | 0.6742 | 0.7651 | 0.6742 | 0.8211 |
398
+ | 0.4065 | 5.7833 | 694 | 0.6217 | 0.7763 | 0.6217 | 0.7885 |
399
+ | 0.4065 | 5.8 | 696 | 0.6118 | 0.8158 | 0.6118 | 0.7822 |
400
+ | 0.4065 | 5.8167 | 698 | 0.6177 | 0.8158 | 0.6177 | 0.7859 |
401
+ | 0.4065 | 5.8333 | 700 | 0.6224 | 0.7947 | 0.6224 | 0.7889 |
402
+ | 0.4065 | 5.85 | 702 | 0.6593 | 0.775 | 0.6593 | 0.8120 |
403
+ | 0.4065 | 5.8667 | 704 | 0.7474 | 0.7561 | 0.7474 | 0.8645 |
404
+ | 0.4065 | 5.8833 | 706 | 0.7620 | 0.7654 | 0.7620 | 0.8729 |
405
+ | 0.4065 | 5.9 | 708 | 0.7258 | 0.7465 | 0.7258 | 0.8519 |
406
+ | 0.4065 | 5.9167 | 710 | 0.7365 | 0.7429 | 0.7365 | 0.8582 |
407
+ | 0.4065 | 5.9333 | 712 | 0.7424 | 0.6912 | 0.7424 | 0.8616 |
408
+ | 0.4065 | 5.95 | 714 | 0.7072 | 0.7273 | 0.7072 | 0.8410 |
409
+ | 0.4065 | 5.9667 | 716 | 0.6643 | 0.7483 | 0.6643 | 0.8151 |
410
+ | 0.4065 | 5.9833 | 718 | 0.6023 | 0.7947 | 0.6023 | 0.7761 |
411
+ | 0.4065 | 6.0 | 720 | 0.5803 | 0.7977 | 0.5803 | 0.7618 |
412
+ | 0.4065 | 6.0167 | 722 | 0.5800 | 0.7978 | 0.5800 | 0.7616 |
413
+ | 0.4065 | 6.0333 | 724 | 0.5956 | 0.8068 | 0.5956 | 0.7717 |
414
+ | 0.4065 | 6.05 | 726 | 0.6357 | 0.7950 | 0.6357 | 0.7973 |
415
+ | 0.4065 | 6.0667 | 728 | 0.6873 | 0.7733 | 0.6873 | 0.8290 |
416
+ | 0.4065 | 6.0833 | 730 | 0.7092 | 0.7733 | 0.7092 | 0.8421 |
417
+ | 0.4065 | 6.1 | 732 | 0.7150 | 0.7651 | 0.7150 | 0.8456 |
418
+ | 0.4065 | 6.1167 | 734 | 0.6910 | 0.7733 | 0.6910 | 0.8313 |
419
+ | 0.4065 | 6.1333 | 736 | 0.6449 | 0.7733 | 0.6449 | 0.8030 |
420
+ | 0.4065 | 6.15 | 738 | 0.5895 | 0.8133 | 0.5895 | 0.7678 |
421
+ | 0.4065 | 6.1667 | 740 | 0.5943 | 0.8025 | 0.5943 | 0.7709 |
422
+ | 0.4065 | 6.1833 | 742 | 0.5959 | 0.8182 | 0.5959 | 0.7719 |
423
+ | 0.4065 | 6.2 | 744 | 0.5752 | 0.8133 | 0.5752 | 0.7584 |
424
+ | 0.4065 | 6.2167 | 746 | 0.5987 | 0.7919 | 0.5987 | 0.7738 |
425
+ | 0.4065 | 6.2333 | 748 | 0.5954 | 0.7919 | 0.5954 | 0.7716 |
426
+ | 0.4065 | 6.25 | 750 | 0.5646 | 0.7973 | 0.5646 | 0.7514 |
427
+ | 0.4065 | 6.2667 | 752 | 0.5556 | 0.7838 | 0.5556 | 0.7454 |
428
+ | 0.4065 | 6.2833 | 754 | 0.5354 | 0.8026 | 0.5354 | 0.7317 |
429
+ | 0.4065 | 6.3 | 756 | 0.5165 | 0.8258 | 0.5165 | 0.7187 |
430
+ | 0.4065 | 6.3167 | 758 | 0.5411 | 0.8049 | 0.5411 | 0.7356 |
431
+ | 0.4065 | 6.3333 | 760 | 0.5677 | 0.7901 | 0.5677 | 0.7534 |
432
+ | 0.4065 | 6.35 | 762 | 0.5872 | 0.7857 | 0.5872 | 0.7663 |
433
+ | 0.4065 | 6.3667 | 764 | 0.6219 | 0.7784 | 0.6219 | 0.7886 |
434
+ | 0.4065 | 6.3833 | 766 | 0.6584 | 0.7730 | 0.6584 | 0.8114 |
435
+ | 0.4065 | 6.4 | 768 | 0.6516 | 0.775 | 0.6516 | 0.8072 |
436
+ | 0.4065 | 6.4167 | 770 | 0.6173 | 0.7848 | 0.6173 | 0.7857 |
437
+ | 0.4065 | 6.4333 | 772 | 0.5983 | 0.8 | 0.5983 | 0.7735 |
438
+ | 0.4065 | 6.45 | 774 | 0.5928 | 0.7785 | 0.5928 | 0.7699 |
439
+ | 0.4065 | 6.4667 | 776 | 0.5833 | 0.7682 | 0.5833 | 0.7637 |
440
+ | 0.4065 | 6.4833 | 778 | 0.5982 | 0.7733 | 0.5982 | 0.7735 |
441
+ | 0.4065 | 6.5 | 780 | 0.5692 | 0.7843 | 0.5692 | 0.7544 |
442
+ | 0.4065 | 6.5167 | 782 | 0.5393 | 0.8052 | 0.5393 | 0.7344 |
443
+ | 0.4065 | 6.5333 | 784 | 0.5326 | 0.8205 | 0.5326 | 0.7298 |
444
+ | 0.4065 | 6.55 | 786 | 0.5438 | 0.8228 | 0.5438 | 0.7374 |
445
+ | 0.4065 | 6.5667 | 788 | 0.5791 | 0.7975 | 0.5791 | 0.7610 |
446
+ | 0.4065 | 6.5833 | 790 | 0.6274 | 0.7843 | 0.6274 | 0.7921 |
447
+ | 0.4065 | 6.6 | 792 | 0.6853 | 0.7568 | 0.6853 | 0.8279 |
448
+ | 0.4065 | 6.6167 | 794 | 0.7399 | 0.7568 | 0.7399 | 0.8602 |
449
+ | 0.4065 | 6.6333 | 796 | 0.7309 | 0.7568 | 0.7309 | 0.8549 |
450
+ | 0.4065 | 6.65 | 798 | 0.7002 | 0.7619 | 0.7002 | 0.8368 |
451
+ | 0.4065 | 6.6667 | 800 | 0.6796 | 0.7619 | 0.6796 | 0.8244 |
452
+ | 0.4065 | 6.6833 | 802 | 0.6381 | 0.7619 | 0.6381 | 0.7988 |
453
+ | 0.4065 | 6.7 | 804 | 0.5916 | 0.7703 | 0.5916 | 0.7692 |
454
+ | 0.4065 | 6.7167 | 806 | 0.5860 | 0.7724 | 0.5860 | 0.7655 |
455
+ | 0.4065 | 6.7333 | 808 | 0.5881 | 0.7639 | 0.5881 | 0.7669 |
456
+ | 0.4065 | 6.75 | 810 | 0.5829 | 0.7639 | 0.5829 | 0.7635 |
457
+ | 0.4065 | 6.7667 | 812 | 0.6370 | 0.75 | 0.6370 | 0.7981 |
458
+ | 0.4065 | 6.7833 | 814 | 0.7242 | 0.7534 | 0.7242 | 0.8510 |
459
+ | 0.4065 | 6.8 | 816 | 0.7322 | 0.7568 | 0.7322 | 0.8557 |
460
+ | 0.4065 | 6.8167 | 818 | 0.6632 | 0.7568 | 0.6632 | 0.8144 |
461
+ | 0.4065 | 6.8333 | 820 | 0.5962 | 0.7651 | 0.5962 | 0.7721 |
462
+ | 0.4065 | 6.85 | 822 | 0.5693 | 0.7733 | 0.5693 | 0.7545 |
463
+ | 0.4065 | 6.8667 | 824 | 0.5578 | 0.7815 | 0.5578 | 0.7469 |
464
+ | 0.4065 | 6.8833 | 826 | 0.5378 | 0.8 | 0.5378 | 0.7334 |
465
+ | 0.4065 | 6.9 | 828 | 0.5407 | 0.8054 | 0.5407 | 0.7353 |
466
+ | 0.4065 | 6.9167 | 830 | 0.5513 | 0.7733 | 0.5513 | 0.7425 |
467
+ | 0.4065 | 6.9333 | 832 | 0.5909 | 0.7703 | 0.5909 | 0.7687 |
468
+ | 0.4065 | 6.95 | 834 | 0.6500 | 0.7619 | 0.6500 | 0.8062 |
469
+ | 0.4065 | 6.9667 | 836 | 0.6610 | 0.7619 | 0.6610 | 0.8130 |
470
+ | 0.4065 | 6.9833 | 838 | 0.6314 | 0.7703 | 0.6314 | 0.7946 |
471
+ | 0.4065 | 7.0 | 840 | 0.5955 | 0.7838 | 0.5955 | 0.7717 |
472
+ | 0.4065 | 7.0167 | 842 | 0.5888 | 0.8054 | 0.5888 | 0.7673 |
473
+ | 0.4065 | 7.0333 | 844 | 0.5782 | 0.8054 | 0.5782 | 0.7604 |
474
+ | 0.4065 | 7.05 | 846 | 0.5288 | 0.8133 | 0.5288 | 0.7272 |
475
+ | 0.4065 | 7.0667 | 848 | 0.5094 | 0.8026 | 0.5094 | 0.7138 |
476
+ | 0.4065 | 7.0833 | 850 | 0.5534 | 0.8 | 0.5534 | 0.7439 |
477
+ | 0.4065 | 7.1 | 852 | 0.5789 | 0.7861 | 0.5789 | 0.7608 |
478
+ | 0.4065 | 7.1167 | 854 | 0.5470 | 0.8114 | 0.5470 | 0.7396 |
479
+ | 0.4065 | 7.1333 | 856 | 0.5254 | 0.8098 | 0.5254 | 0.7249 |
480
+ | 0.4065 | 7.15 | 858 | 0.5396 | 0.8025 | 0.5396 | 0.7346 |
481
+ | 0.4065 | 7.1667 | 860 | 0.5462 | 0.8125 | 0.5462 | 0.7391 |
482
+ | 0.4065 | 7.1833 | 862 | 0.5648 | 0.8258 | 0.5648 | 0.7515 |
483
+ | 0.4065 | 7.2 | 864 | 0.5958 | 0.7891 | 0.5958 | 0.7719 |
484
+ | 0.4065 | 7.2167 | 866 | 0.6134 | 0.7891 | 0.6134 | 0.7832 |
485
+ | 0.4065 | 7.2333 | 868 | 0.6100 | 0.7973 | 0.6100 | 0.7810 |
486
+ | 0.4065 | 7.25 | 870 | 0.5930 | 0.7703 | 0.5930 | 0.7701 |
487
+ | 0.4065 | 7.2667 | 872 | 0.5933 | 0.8049 | 0.5933 | 0.7703 |
488
+ | 0.4065 | 7.2833 | 874 | 0.5977 | 0.8049 | 0.5977 | 0.7731 |
489
+ | 0.4065 | 7.3 | 876 | 0.5429 | 0.8121 | 0.5429 | 0.7368 |
490
+ | 0.4065 | 7.3167 | 878 | 0.4676 | 0.8554 | 0.4676 | 0.6838 |
491
+ | 0.4065 | 7.3333 | 880 | 0.4637 | 0.8608 | 0.4637 | 0.6810 |
492
+ | 0.4065 | 7.35 | 882 | 0.5005 | 0.8054 | 0.5005 | 0.7075 |
493
+ | 0.4065 | 7.3667 | 884 | 0.5245 | 0.8133 | 0.5245 | 0.7242 |
494
+ | 0.4065 | 7.3833 | 886 | 0.5436 | 0.8267 | 0.5436 | 0.7373 |
495
+ | 0.4065 | 7.4 | 888 | 0.5614 | 0.8 | 0.5614 | 0.7493 |
496
+ | 0.4065 | 7.4167 | 890 | 0.5902 | 0.7703 | 0.5902 | 0.7682 |
497
+ | 0.4065 | 7.4333 | 892 | 0.6127 | 0.7703 | 0.6127 | 0.7828 |
498
+ | 0.4065 | 7.45 | 894 | 0.6226 | 0.7703 | 0.6226 | 0.7891 |
499
+ | 0.4065 | 7.4667 | 896 | 0.6135 | 0.7671 | 0.6135 | 0.7833 |
500
+ | 0.4065 | 7.4833 | 898 | 0.6072 | 0.7552 | 0.6072 | 0.7793 |
501
+ | 0.4065 | 7.5 | 900 | 0.6200 | 0.7639 | 0.6200 | 0.7874 |
502
+ | 0.4065 | 7.5167 | 902 | 0.6382 | 0.7922 | 0.6382 | 0.7989 |
503
+ | 0.4065 | 7.5333 | 904 | 0.6316 | 0.8049 | 0.6316 | 0.7948 |
504
+ | 0.4065 | 7.55 | 906 | 0.6184 | 0.7955 | 0.6184 | 0.7864 |
505
+ | 0.4065 | 7.5667 | 908 | 0.5812 | 0.7955 | 0.5812 | 0.7624 |
506
+ | 0.4065 | 7.5833 | 910 | 0.5667 | 0.7955 | 0.5667 | 0.7528 |
507
+ | 0.4065 | 7.6 | 912 | 0.5275 | 0.8047 | 0.5275 | 0.7263 |
508
+ | 0.4065 | 7.6167 | 914 | 0.5084 | 0.8176 | 0.5084 | 0.7130 |
509
+ | 0.4065 | 7.6333 | 916 | 0.5267 | 0.7973 | 0.5267 | 0.7257 |
510
+ | 0.4065 | 7.65 | 918 | 0.5648 | 0.7586 | 0.5648 | 0.7515 |
511
+ | 0.4065 | 7.6667 | 920 | 0.6394 | 0.7568 | 0.6394 | 0.7996 |
512
+ | 0.4065 | 7.6833 | 922 | 0.6976 | 0.7286 | 0.6976 | 0.8352 |
513
+ | 0.4065 | 7.7 | 924 | 0.7029 | 0.7286 | 0.7029 | 0.8384 |
514
+ | 0.4065 | 7.7167 | 926 | 0.6838 | 0.7413 | 0.6838 | 0.8269 |
515
+ | 0.4065 | 7.7333 | 928 | 0.6678 | 0.7429 | 0.6678 | 0.8172 |
516
+ | 0.4065 | 7.75 | 930 | 0.6703 | 0.7639 | 0.6703 | 0.8187 |
517
+ | 0.4065 | 7.7667 | 932 | 0.6806 | 0.75 | 0.6806 | 0.8250 |
518
+ | 0.4065 | 7.7833 | 934 | 0.7164 | 0.7552 | 0.7164 | 0.8464 |
519
+ | 0.4065 | 7.8 | 936 | 0.7590 | 0.7324 | 0.7590 | 0.8712 |
520
+ | 0.4065 | 7.8167 | 938 | 0.8103 | 0.7123 | 0.8103 | 0.9001 |
521
+ | 0.4065 | 7.8333 | 940 | 0.7833 | 0.7226 | 0.7833 | 0.8850 |
522
+ | 0.4065 | 7.85 | 942 | 0.7156 | 0.7285 | 0.7156 | 0.8459 |
523
+ | 0.4065 | 7.8667 | 944 | 0.6627 | 0.7838 | 0.6627 | 0.8141 |
524
+ | 0.4065 | 7.8833 | 946 | 0.6256 | 0.7919 | 0.6256 | 0.7910 |
525
+ | 0.4065 | 7.9 | 948 | 0.6139 | 0.8 | 0.6139 | 0.7835 |
526
+ | 0.4065 | 7.9167 | 950 | 0.6245 | 0.8026 | 0.6245 | 0.7903 |
527
+ | 0.4065 | 7.9333 | 952 | 0.6079 | 0.8105 | 0.6079 | 0.7797 |
528
+ | 0.4065 | 7.95 | 954 | 0.5805 | 0.7838 | 0.5805 | 0.7619 |
529
+ | 0.4065 | 7.9667 | 956 | 0.5680 | 0.7534 | 0.5680 | 0.7537 |
530
+ | 0.4065 | 7.9833 | 958 | 0.5690 | 0.7534 | 0.5690 | 0.7543 |
531
+ | 0.4065 | 8.0 | 960 | 0.5701 | 0.7838 | 0.5701 | 0.7551 |
532
+ | 0.4065 | 8.0167 | 962 | 0.5862 | 0.8 | 0.5862 | 0.7657 |
533
+ | 0.4065 | 8.0333 | 964 | 0.6133 | 0.7843 | 0.6133 | 0.7831 |
534
+ | 0.4065 | 8.05 | 966 | 0.6277 | 0.7843 | 0.6277 | 0.7923 |
535
+ | 0.4065 | 8.0667 | 968 | 0.6088 | 0.7619 | 0.6088 | 0.7802 |
536
+ | 0.4065 | 8.0833 | 970 | 0.5982 | 0.7808 | 0.5982 | 0.7735 |
537
+ | 0.4065 | 8.1 | 972 | 0.5973 | 0.7891 | 0.5973 | 0.7729 |
538
+ | 0.4065 | 8.1167 | 974 | 0.6149 | 0.7862 | 0.6149 | 0.7842 |
539
+ | 0.4065 | 8.1333 | 976 | 0.6317 | 0.7552 | 0.6317 | 0.7948 |
540
+ | 0.4065 | 8.15 | 978 | 0.6184 | 0.7429 | 0.6184 | 0.7864 |
541
+ | 0.4065 | 8.1667 | 980 | 0.6077 | 0.7832 | 0.6077 | 0.7795 |
542
+ | 0.4065 | 8.1833 | 982 | 0.6390 | 0.7703 | 0.6390 | 0.7994 |
543
+ | 0.4065 | 8.2 | 984 | 0.6871 | 0.7614 | 0.6871 | 0.8289 |
544
+ | 0.4065 | 8.2167 | 986 | 0.6712 | 0.7753 | 0.6712 | 0.8193 |
545
+ | 0.4065 | 8.2333 | 988 | 0.6359 | 0.7931 | 0.6359 | 0.7974 |
546
+ | 0.4065 | 8.25 | 990 | 0.5817 | 0.7927 | 0.5817 | 0.7627 |
547
+ | 0.4065 | 8.2667 | 992 | 0.5617 | 0.7763 | 0.5617 | 0.7494 |
548
+ | 0.4065 | 8.2833 | 994 | 0.5552 | 0.7733 | 0.5552 | 0.7451 |
549
+ | 0.4065 | 8.3 | 996 | 0.5558 | 0.7815 | 0.5558 | 0.7455 |
550
+ | 0.4065 | 8.3167 | 998 | 0.5648 | 0.7763 | 0.5648 | 0.7515 |
551
+ | 0.0812 | 8.3333 | 1000 | 0.5935 | 0.7682 | 0.5935 | 0.7704 |
552
+ | 0.0812 | 8.35 | 1002 | 0.6028 | 0.7682 | 0.6028 | 0.7764 |
553
+ | 0.0812 | 8.3667 | 1004 | 0.5837 | 0.7763 | 0.5837 | 0.7640 |
554
+ | 0.0812 | 8.3833 | 1006 | 0.5942 | 0.7763 | 0.5942 | 0.7709 |
555
+ | 0.0812 | 8.4 | 1008 | 0.6015 | 0.7651 | 0.6015 | 0.7755 |
556
+ | 0.0812 | 8.4167 | 1010 | 0.5921 | 0.7651 | 0.5921 | 0.7695 |
557
+ | 0.0812 | 8.4333 | 1012 | 0.5710 | 0.7651 | 0.5710 | 0.7556 |
558
+ | 0.0812 | 8.45 | 1014 | 0.5688 | 0.7651 | 0.5688 | 0.7542 |
559
+ | 0.0812 | 8.4667 | 1016 | 0.5709 | 0.7651 | 0.5709 | 0.7556 |
560
 
561
 
562
  ### Framework versions