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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k14_task5_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_usingALLEssays_FineTuningAraBERT_run1_AugV5_k13_task5_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_usingALLEssays_FineTuningAraBERT_run1_AugV5_k13_task5_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: 0.6697
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- - Qwk: 0.4659
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- - Mse: 0.6697
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- - Rmse: 0.8184
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  ## Model description
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@@ -49,450 +49,263 @@ 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 | 0.0476 | 2 | 3.8678 | -0.0109 | 3.8678 | 1.9667 |
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- | No log | 0.0952 | 4 | 2.0948 | 0.0450 | 2.0948 | 1.4473 |
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- | No log | 0.1429 | 6 | 1.3889 | 0.0143 | 1.3889 | 1.1785 |
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- | No log | 0.1905 | 8 | 1.0835 | 0.2023 | 1.0835 | 1.0409 |
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- | No log | 0.2381 | 10 | 1.5799 | -0.0312 | 1.5799 | 1.2569 |
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- | No log | 0.2857 | 12 | 2.0073 | 0.0323 | 2.0073 | 1.4168 |
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- | No log | 0.3333 | 14 | 2.5094 | -0.0315 | 2.5094 | 1.5841 |
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- | No log | 0.3810 | 16 | 2.3667 | 0.0390 | 2.3667 | 1.5384 |
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- | No log | 0.4286 | 18 | 1.7161 | 0.0408 | 1.7161 | 1.3100 |
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- | No log | 0.4762 | 20 | 1.2456 | 0.0349 | 1.2456 | 1.1161 |
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- | No log | 0.5238 | 22 | 1.0673 | 0.3117 | 1.0673 | 1.0331 |
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- | No log | 0.5714 | 24 | 1.0302 | 0.2108 | 1.0302 | 1.0150 |
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- | No log | 0.6190 | 26 | 0.9940 | 0.2135 | 0.9940 | 0.9970 |
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- | No log | 0.6667 | 28 | 1.0163 | 0.4330 | 1.0163 | 1.0081 |
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- | No log | 0.7143 | 30 | 1.0306 | 0.3396 | 1.0306 | 1.0152 |
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- | No log | 0.7619 | 32 | 1.1179 | 0.2150 | 1.1179 | 1.0573 |
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- | No log | 0.8095 | 34 | 1.0909 | 0.2489 | 1.0909 | 1.0445 |
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- | No log | 0.8571 | 36 | 0.9946 | 0.2740 | 0.9946 | 0.9973 |
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- | No log | 0.9048 | 38 | 0.9735 | 0.2061 | 0.9735 | 0.9867 |
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- | No log | 0.9524 | 40 | 1.0158 | 0.1276 | 1.0158 | 1.0079 |
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- | No log | 1.0 | 42 | 1.0175 | 0.2304 | 1.0175 | 1.0087 |
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- | No log | 1.0476 | 44 | 0.9628 | 0.2166 | 0.9628 | 0.9812 |
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- | No log | 1.0952 | 46 | 0.9997 | 0.2880 | 0.9997 | 0.9998 |
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- | No log | 1.1429 | 48 | 1.2570 | 0.2598 | 1.2570 | 1.1212 |
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- | No log | 1.1905 | 50 | 1.1249 | 0.2905 | 1.1249 | 1.0606 |
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- | No log | 1.2381 | 52 | 0.9804 | 0.3796 | 0.9804 | 0.9902 |
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- | No log | 1.2857 | 54 | 0.8858 | 0.2140 | 0.8858 | 0.9411 |
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- | No log | 1.3333 | 56 | 0.9175 | 0.3853 | 0.9175 | 0.9579 |
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- | No log | 1.3810 | 58 | 1.1423 | 0.3072 | 1.1423 | 1.0688 |
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- | No log | 1.4286 | 60 | 1.3641 | 0.3095 | 1.3641 | 1.1680 |
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- | No log | 1.4762 | 62 | 1.3581 | 0.2727 | 1.3581 | 1.1654 |
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- | No log | 1.5238 | 64 | 1.0694 | 0.2448 | 1.0694 | 1.0341 |
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- | No log | 1.5714 | 66 | 0.9157 | 0.2899 | 0.9157 | 0.9569 |
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- | No log | 1.6190 | 68 | 1.1234 | 0.3427 | 1.1234 | 1.0599 |
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- | No log | 1.6667 | 70 | 1.0747 | 0.3525 | 1.0747 | 1.0367 |
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- | No log | 1.7143 | 72 | 0.9082 | 0.3728 | 0.9082 | 0.9530 |
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- | No log | 1.7619 | 74 | 0.8923 | 0.3304 | 0.8923 | 0.9446 |
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- | No log | 1.8095 | 76 | 0.8859 | 0.3685 | 0.8859 | 0.9412 |
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- | No log | 1.8571 | 78 | 0.8849 | 0.3540 | 0.8849 | 0.9407 |
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- | No log | 1.9048 | 80 | 0.9332 | 0.3728 | 0.9332 | 0.9660 |
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- | No log | 1.9524 | 82 | 1.0540 | 0.3577 | 1.0540 | 1.0266 |
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- | No log | 2.0 | 84 | 1.1605 | 0.2263 | 1.1605 | 1.0772 |
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- | No log | 2.0476 | 86 | 1.0404 | 0.3822 | 1.0404 | 1.0200 |
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- | No log | 2.0952 | 88 | 0.9093 | 0.4159 | 0.9093 | 0.9536 |
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- | No log | 2.1429 | 90 | 0.8465 | 0.4321 | 0.8465 | 0.9200 |
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- | No log | 2.1905 | 92 | 0.8291 | 0.5002 | 0.8291 | 0.9106 |
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- | No log | 2.2381 | 94 | 0.8551 | 0.5156 | 0.8551 | 0.9247 |
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- | No log | 2.2857 | 96 | 0.9630 | 0.48 | 0.9630 | 0.9813 |
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- | No log | 2.3333 | 98 | 1.0796 | 0.4301 | 1.0796 | 1.0390 |
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- | No log | 2.3810 | 100 | 0.9397 | 0.5079 | 0.9397 | 0.9694 |
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- | No log | 2.4286 | 102 | 0.7936 | 0.4344 | 0.7936 | 0.8908 |
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- | No log | 2.4762 | 104 | 0.7973 | 0.5161 | 0.7973 | 0.8929 |
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- | No log | 2.5238 | 106 | 0.7611 | 0.5199 | 0.7611 | 0.8724 |
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- | No log | 2.5714 | 108 | 0.7403 | 0.5788 | 0.7403 | 0.8604 |
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- | No log | 2.6190 | 110 | 0.7287 | 0.5842 | 0.7287 | 0.8537 |
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- | No log | 2.6667 | 112 | 0.7121 | 0.5787 | 0.7121 | 0.8439 |
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- | No log | 2.7143 | 114 | 0.8090 | 0.4694 | 0.8090 | 0.8995 |
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- | No log | 2.7619 | 116 | 0.8582 | 0.5 | 0.8582 | 0.9264 |
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- | No log | 2.8095 | 118 | 0.8439 | 0.4579 | 0.8439 | 0.9187 |
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- | No log | 2.8571 | 120 | 0.9303 | 0.4137 | 0.9303 | 0.9645 |
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- | No log | 2.9048 | 122 | 1.0448 | 0.3879 | 1.0448 | 1.0221 |
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- | No log | 2.9524 | 124 | 0.8748 | 0.4259 | 0.8748 | 0.9353 |
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- | No log | 3.0 | 126 | 0.8711 | 0.4628 | 0.8711 | 0.9333 |
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- | No log | 3.0476 | 128 | 0.8664 | 0.4965 | 0.8664 | 0.9308 |
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- | No log | 3.0952 | 130 | 0.8495 | 0.4726 | 0.8495 | 0.9217 |
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- | No log | 3.1429 | 132 | 1.1142 | 0.4435 | 1.1142 | 1.0556 |
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- | No log | 3.1905 | 134 | 1.1676 | 0.3681 | 1.1676 | 1.0806 |
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- | No log | 3.2381 | 136 | 0.9808 | 0.4293 | 0.9808 | 0.9903 |
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- | No log | 3.2857 | 138 | 0.7345 | 0.4105 | 0.7345 | 0.8571 |
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- | No log | 3.3333 | 140 | 0.7623 | 0.5018 | 0.7623 | 0.8731 |
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- | No log | 3.3810 | 142 | 0.7305 | 0.5005 | 0.7305 | 0.8547 |
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- | No log | 3.4286 | 144 | 0.7521 | 0.5425 | 0.7521 | 0.8672 |
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- | No log | 3.4762 | 146 | 1.0705 | 0.3995 | 1.0705 | 1.0347 |
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- | No log | 3.5238 | 148 | 1.2421 | 0.3497 | 1.2421 | 1.1145 |
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- | No log | 3.5714 | 150 | 1.0135 | 0.4384 | 1.0135 | 1.0067 |
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- | No log | 3.6190 | 152 | 0.7291 | 0.6025 | 0.7291 | 0.8539 |
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- | No log | 3.6667 | 154 | 0.6872 | 0.5415 | 0.6872 | 0.8290 |
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- | No log | 3.7143 | 156 | 0.6907 | 0.4794 | 0.6907 | 0.8311 |
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- | No log | 3.7619 | 158 | 0.7126 | 0.5098 | 0.7126 | 0.8441 |
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- | No log | 3.8095 | 160 | 0.7408 | 0.5074 | 0.7408 | 0.8607 |
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- | No log | 3.8571 | 162 | 0.7263 | 0.5088 | 0.7263 | 0.8522 |
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- | No log | 3.9048 | 164 | 0.6972 | 0.5113 | 0.6972 | 0.8350 |
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- | No log | 3.9524 | 166 | 0.6710 | 0.5523 | 0.6710 | 0.8192 |
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- | No log | 4.0 | 168 | 0.6548 | 0.6306 | 0.6548 | 0.8092 |
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- | No log | 4.0476 | 170 | 0.6945 | 0.6512 | 0.6945 | 0.8334 |
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- | No log | 4.0952 | 172 | 0.9077 | 0.4983 | 0.9077 | 0.9527 |
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- | No log | 4.1429 | 174 | 1.0248 | 0.4581 | 1.0248 | 1.0123 |
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- | No log | 4.1905 | 176 | 0.9705 | 0.5082 | 0.9705 | 0.9852 |
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- | No log | 4.2381 | 178 | 0.7779 | 0.5532 | 0.7779 | 0.8820 |
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- | No log | 4.2857 | 180 | 0.7149 | 0.3777 | 0.7149 | 0.8455 |
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- | No log | 4.3333 | 182 | 0.7511 | 0.4028 | 0.7511 | 0.8666 |
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- | No log | 4.3810 | 184 | 0.7866 | 0.5059 | 0.7866 | 0.8869 |
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- | No log | 4.4286 | 186 | 0.8323 | 0.5813 | 0.8323 | 0.9123 |
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- | No log | 4.4762 | 188 | 0.8974 | 0.5515 | 0.8974 | 0.9473 |
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- | No log | 4.5238 | 190 | 0.9285 | 0.5186 | 0.9285 | 0.9636 |
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- | No log | 4.5714 | 192 | 0.8533 | 0.5567 | 0.8533 | 0.9238 |
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- | No log | 4.6190 | 194 | 0.7801 | 0.5810 | 0.7801 | 0.8832 |
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- | No log | 4.6667 | 196 | 0.7550 | 0.6564 | 0.7550 | 0.8689 |
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- | No log | 4.7143 | 198 | 0.7623 | 0.6721 | 0.7623 | 0.8731 |
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- | No log | 4.7619 | 200 | 0.7950 | 0.6245 | 0.7950 | 0.8916 |
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- | No log | 4.8095 | 202 | 0.8400 | 0.5549 | 0.8400 | 0.9165 |
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- | No log | 4.8571 | 204 | 0.7846 | 0.5395 | 0.7846 | 0.8858 |
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- | No log | 4.9048 | 206 | 0.7144 | 0.6566 | 0.7144 | 0.8452 |
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- | No log | 4.9524 | 208 | 0.6932 | 0.6272 | 0.6932 | 0.8326 |
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- | No log | 5.0 | 210 | 0.6819 | 0.6076 | 0.6819 | 0.8258 |
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- | No log | 5.0476 | 212 | 0.6899 | 0.6354 | 0.6899 | 0.8306 |
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- | No log | 5.0952 | 214 | 0.7410 | 0.5958 | 0.7410 | 0.8608 |
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- | No log | 5.1429 | 216 | 0.7659 | 0.5522 | 0.7659 | 0.8751 |
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- | No log | 5.1905 | 218 | 0.7180 | 0.6055 | 0.7180 | 0.8474 |
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- | No log | 5.2381 | 220 | 0.7049 | 0.5313 | 0.7049 | 0.8396 |
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- | No log | 5.2857 | 222 | 0.7166 | 0.4944 | 0.7166 | 0.8465 |
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- | No log | 5.3333 | 224 | 0.7175 | 0.3942 | 0.7175 | 0.8471 |
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- | No log | 5.3810 | 226 | 0.7193 | 0.4589 | 0.7193 | 0.8481 |
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- | No log | 5.4286 | 228 | 0.6788 | 0.4781 | 0.6788 | 0.8239 |
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- | No log | 5.4762 | 230 | 0.6597 | 0.4953 | 0.6597 | 0.8122 |
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- | No log | 5.5238 | 232 | 0.6268 | 0.5647 | 0.6268 | 0.7917 |
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- | No log | 5.5714 | 234 | 0.6532 | 0.6228 | 0.6532 | 0.8082 |
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- | No log | 5.6190 | 236 | 0.7881 | 0.6128 | 0.7881 | 0.8878 |
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- | No log | 5.6667 | 238 | 0.8537 | 0.5722 | 0.8537 | 0.9240 |
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- | No log | 5.7143 | 240 | 0.9097 | 0.5232 | 0.9097 | 0.9538 |
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- | No log | 5.7619 | 242 | 0.8883 | 0.5624 | 0.8883 | 0.9425 |
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- | No log | 5.8095 | 244 | 0.7668 | 0.5714 | 0.7668 | 0.8757 |
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- | No log | 5.8571 | 246 | 0.7383 | 0.6220 | 0.7383 | 0.8593 |
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- | No log | 5.9048 | 248 | 0.6885 | 0.6009 | 0.6885 | 0.8298 |
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- | No log | 5.9524 | 250 | 0.7188 | 0.5083 | 0.7188 | 0.8478 |
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- | No log | 6.0 | 252 | 0.6529 | 0.5010 | 0.6529 | 0.8080 |
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- | No log | 6.0476 | 254 | 0.6308 | 0.6154 | 0.6308 | 0.7943 |
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- | No log | 6.0952 | 256 | 0.6448 | 0.6049 | 0.6448 | 0.8030 |
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- | No log | 6.1429 | 258 | 0.6665 | 0.5176 | 0.6665 | 0.8164 |
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- | No log | 6.1905 | 260 | 0.7021 | 0.5113 | 0.7021 | 0.8379 |
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- | No log | 6.2381 | 262 | 0.7840 | 0.5335 | 0.7840 | 0.8854 |
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- | No log | 6.2857 | 264 | 0.7552 | 0.4456 | 0.7552 | 0.8690 |
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- | No log | 6.3333 | 266 | 0.7136 | 0.4223 | 0.7136 | 0.8448 |
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- | No log | 6.3810 | 268 | 0.7156 | 0.4962 | 0.7156 | 0.8459 |
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- | No log | 6.4286 | 270 | 0.7369 | 0.5311 | 0.7369 | 0.8584 |
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- | No log | 6.4762 | 272 | 0.6946 | 0.5524 | 0.6946 | 0.8335 |
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- | No log | 6.5238 | 274 | 0.6642 | 0.6365 | 0.6642 | 0.8150 |
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- | No log | 6.5714 | 276 | 0.7101 | 0.6038 | 0.7101 | 0.8427 |
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- | No log | 6.6190 | 278 | 0.6710 | 0.6528 | 0.6710 | 0.8191 |
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- | No log | 6.6667 | 280 | 0.6572 | 0.6070 | 0.6572 | 0.8106 |
192
- | No log | 6.7143 | 282 | 0.6736 | 0.5327 | 0.6736 | 0.8208 |
193
- | No log | 6.7619 | 284 | 0.6673 | 0.5438 | 0.6673 | 0.8169 |
194
- | No log | 6.8095 | 286 | 0.6541 | 0.5438 | 0.6541 | 0.8087 |
195
- | No log | 6.8571 | 288 | 0.6959 | 0.5327 | 0.6959 | 0.8342 |
196
- | No log | 6.9048 | 290 | 0.7186 | 0.5686 | 0.7186 | 0.8477 |
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- | No log | 6.9524 | 292 | 0.6908 | 0.5548 | 0.6908 | 0.8312 |
198
- | No log | 7.0 | 294 | 0.6239 | 0.6207 | 0.6239 | 0.7899 |
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- | No log | 7.0476 | 296 | 0.7104 | 0.5898 | 0.7104 | 0.8429 |
200
- | No log | 7.0952 | 298 | 0.8585 | 0.5618 | 0.8585 | 0.9265 |
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- | No log | 7.1429 | 300 | 0.8353 | 0.5443 | 0.8353 | 0.9139 |
202
- | No log | 7.1905 | 302 | 0.6955 | 0.5208 | 0.6955 | 0.8340 |
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- | No log | 7.2381 | 304 | 0.6470 | 0.5419 | 0.6470 | 0.8043 |
204
- | No log | 7.2857 | 306 | 0.6577 | 0.5302 | 0.6577 | 0.8110 |
205
- | No log | 7.3333 | 308 | 0.6620 | 0.5040 | 0.6620 | 0.8136 |
206
- | No log | 7.3810 | 310 | 0.6716 | 0.5033 | 0.6716 | 0.8195 |
207
- | No log | 7.4286 | 312 | 0.7608 | 0.4712 | 0.7608 | 0.8722 |
208
- | No log | 7.4762 | 314 | 0.7818 | 0.5041 | 0.7818 | 0.8842 |
209
- | No log | 7.5238 | 316 | 0.7053 | 0.5304 | 0.7053 | 0.8398 |
210
- | No log | 7.5714 | 318 | 0.6703 | 0.6085 | 0.6703 | 0.8187 |
211
- | No log | 7.6190 | 320 | 0.6637 | 0.6095 | 0.6637 | 0.8147 |
212
- | No log | 7.6667 | 322 | 0.6799 | 0.6275 | 0.6799 | 0.8246 |
213
- | No log | 7.7143 | 324 | 0.7055 | 0.5528 | 0.7055 | 0.8399 |
214
- | No log | 7.7619 | 326 | 0.7668 | 0.5156 | 0.7668 | 0.8757 |
215
- | No log | 7.8095 | 328 | 0.7492 | 0.4742 | 0.7492 | 0.8656 |
216
- | No log | 7.8571 | 330 | 0.7446 | 0.4865 | 0.7446 | 0.8629 |
217
- | No log | 7.9048 | 332 | 0.7435 | 0.5107 | 0.7435 | 0.8623 |
218
- | No log | 7.9524 | 334 | 0.7468 | 0.4995 | 0.7468 | 0.8642 |
219
- | No log | 8.0 | 336 | 0.7444 | 0.4743 | 0.7444 | 0.8628 |
220
- | No log | 8.0476 | 338 | 0.7525 | 0.4982 | 0.7525 | 0.8675 |
221
- | No log | 8.0952 | 340 | 0.7368 | 0.4982 | 0.7368 | 0.8584 |
222
- | No log | 8.1429 | 342 | 0.7839 | 0.5353 | 0.7839 | 0.8854 |
223
- | No log | 8.1905 | 344 | 0.7858 | 0.4920 | 0.7858 | 0.8865 |
224
- | No log | 8.2381 | 346 | 0.7739 | 0.5244 | 0.7739 | 0.8797 |
225
- | No log | 8.2857 | 348 | 0.7104 | 0.5103 | 0.7104 | 0.8429 |
226
- | No log | 8.3333 | 350 | 0.7222 | 0.4847 | 0.7222 | 0.8498 |
227
- | No log | 8.3810 | 352 | 0.7538 | 0.4180 | 0.7538 | 0.8682 |
228
- | No log | 8.4286 | 354 | 0.7404 | 0.4309 | 0.7404 | 0.8604 |
229
- | No log | 8.4762 | 356 | 0.6996 | 0.5663 | 0.6996 | 0.8364 |
230
- | No log | 8.5238 | 358 | 0.7111 | 0.5123 | 0.7111 | 0.8432 |
231
- | No log | 8.5714 | 360 | 0.7799 | 0.4696 | 0.7799 | 0.8831 |
232
- | No log | 8.6190 | 362 | 0.7757 | 0.4926 | 0.7757 | 0.8808 |
233
- | No log | 8.6667 | 364 | 0.7057 | 0.5093 | 0.7057 | 0.8401 |
234
- | No log | 8.7143 | 366 | 0.6553 | 0.5503 | 0.6553 | 0.8095 |
235
- | No log | 8.7619 | 368 | 0.6596 | 0.5644 | 0.6596 | 0.8122 |
236
- | No log | 8.8095 | 370 | 0.6782 | 0.5018 | 0.6782 | 0.8235 |
237
- | No log | 8.8571 | 372 | 0.7420 | 0.5093 | 0.7420 | 0.8614 |
238
- | No log | 8.9048 | 374 | 0.8355 | 0.5572 | 0.8355 | 0.9141 |
239
- | No log | 8.9524 | 376 | 0.8536 | 0.5318 | 0.8536 | 0.9239 |
240
- | No log | 9.0 | 378 | 0.7538 | 0.5584 | 0.7538 | 0.8682 |
241
- | No log | 9.0476 | 380 | 0.6705 | 0.5261 | 0.6705 | 0.8188 |
242
- | No log | 9.0952 | 382 | 0.6711 | 0.5681 | 0.6711 | 0.8192 |
243
- | No log | 9.1429 | 384 | 0.6637 | 0.6078 | 0.6637 | 0.8147 |
244
- | No log | 9.1905 | 386 | 0.6635 | 0.5557 | 0.6635 | 0.8146 |
245
- | No log | 9.2381 | 388 | 0.6623 | 0.6456 | 0.6623 | 0.8138 |
246
- | No log | 9.2857 | 390 | 0.6603 | 0.6368 | 0.6603 | 0.8126 |
247
- | No log | 9.3333 | 392 | 0.6603 | 0.6526 | 0.6603 | 0.8126 |
248
- | No log | 9.3810 | 394 | 0.6566 | 0.6499 | 0.6566 | 0.8103 |
249
- | No log | 9.4286 | 396 | 0.6576 | 0.6249 | 0.6576 | 0.8109 |
250
- | No log | 9.4762 | 398 | 0.6558 | 0.6018 | 0.6558 | 0.8098 |
251
- | No log | 9.5238 | 400 | 0.7078 | 0.5688 | 0.7078 | 0.8413 |
252
- | No log | 9.5714 | 402 | 0.7718 | 0.5019 | 0.7718 | 0.8785 |
253
- | No log | 9.6190 | 404 | 0.7506 | 0.5255 | 0.7506 | 0.8664 |
254
- | No log | 9.6667 | 406 | 0.6832 | 0.5331 | 0.6832 | 0.8266 |
255
- | No log | 9.7143 | 408 | 0.6433 | 0.5868 | 0.6433 | 0.8020 |
256
- | No log | 9.7619 | 410 | 0.6731 | 0.6090 | 0.6731 | 0.8204 |
257
- | No log | 9.8095 | 412 | 0.6690 | 0.5629 | 0.6690 | 0.8179 |
258
- | No log | 9.8571 | 414 | 0.6313 | 0.6598 | 0.6313 | 0.7946 |
259
- | No log | 9.9048 | 416 | 0.6796 | 0.5862 | 0.6796 | 0.8244 |
260
- | No log | 9.9524 | 418 | 0.9030 | 0.5536 | 0.9030 | 0.9502 |
261
- | No log | 10.0 | 420 | 1.0963 | 0.4768 | 1.0963 | 1.0470 |
262
- | No log | 10.0476 | 422 | 1.0525 | 0.5177 | 1.0525 | 1.0259 |
263
- | No log | 10.0952 | 424 | 0.8853 | 0.4785 | 0.8853 | 0.9409 |
264
- | No log | 10.1429 | 426 | 0.7637 | 0.5042 | 0.7637 | 0.8739 |
265
- | No log | 10.1905 | 428 | 0.7173 | 0.4839 | 0.7173 | 0.8470 |
266
- | No log | 10.2381 | 430 | 0.7070 | 0.5291 | 0.7070 | 0.8408 |
267
- | No log | 10.2857 | 432 | 0.6831 | 0.6091 | 0.6831 | 0.8265 |
268
- | No log | 10.3333 | 434 | 0.7286 | 0.5809 | 0.7286 | 0.8536 |
269
- | No log | 10.3810 | 436 | 0.7808 | 0.5948 | 0.7808 | 0.8836 |
270
- | No log | 10.4286 | 438 | 0.7672 | 0.5948 | 0.7672 | 0.8759 |
271
- | No log | 10.4762 | 440 | 0.6926 | 0.5968 | 0.6926 | 0.8322 |
272
- | No log | 10.5238 | 442 | 0.6389 | 0.6228 | 0.6389 | 0.7993 |
273
- | No log | 10.5714 | 444 | 0.6146 | 0.5928 | 0.6146 | 0.7840 |
274
- | No log | 10.6190 | 446 | 0.6345 | 0.4932 | 0.6345 | 0.7966 |
275
- | No log | 10.6667 | 448 | 0.6348 | 0.4932 | 0.6348 | 0.7967 |
276
- | No log | 10.7143 | 450 | 0.6253 | 0.5563 | 0.6253 | 0.7908 |
277
- | No log | 10.7619 | 452 | 0.6332 | 0.5842 | 0.6332 | 0.7957 |
278
- | No log | 10.8095 | 454 | 0.6302 | 0.6388 | 0.6302 | 0.7938 |
279
- | No log | 10.8571 | 456 | 0.6379 | 0.6562 | 0.6379 | 0.7987 |
280
- | No log | 10.9048 | 458 | 0.6602 | 0.6254 | 0.6602 | 0.8125 |
281
- | No log | 10.9524 | 460 | 0.6674 | 0.6512 | 0.6674 | 0.8169 |
282
- | No log | 11.0 | 462 | 0.6317 | 0.6207 | 0.6317 | 0.7948 |
283
- | No log | 11.0476 | 464 | 0.6228 | 0.6094 | 0.6228 | 0.7892 |
284
- | No log | 11.0952 | 466 | 0.6144 | 0.5990 | 0.6144 | 0.7838 |
285
- | No log | 11.1429 | 468 | 0.6207 | 0.6094 | 0.6207 | 0.7879 |
286
- | No log | 11.1905 | 470 | 0.6237 | 0.6278 | 0.6237 | 0.7897 |
287
- | No log | 11.2381 | 472 | 0.6035 | 0.5913 | 0.6035 | 0.7768 |
288
- | No log | 11.2857 | 474 | 0.5938 | 0.6347 | 0.5938 | 0.7706 |
289
- | No log | 11.3333 | 476 | 0.6156 | 0.6640 | 0.6156 | 0.7846 |
290
- | No log | 11.3810 | 478 | 0.6383 | 0.6340 | 0.6383 | 0.7989 |
291
- | No log | 11.4286 | 480 | 0.6894 | 0.6495 | 0.6894 | 0.8303 |
292
- | No log | 11.4762 | 482 | 0.7595 | 0.6047 | 0.7595 | 0.8715 |
293
- | No log | 11.5238 | 484 | 0.8716 | 0.5061 | 0.8716 | 0.9336 |
294
- | No log | 11.5714 | 486 | 0.9113 | 0.5283 | 0.9113 | 0.9546 |
295
- | No log | 11.6190 | 488 | 0.9115 | 0.4779 | 0.9115 | 0.9547 |
296
- | No log | 11.6667 | 490 | 0.8071 | 0.4681 | 0.8071 | 0.8984 |
297
- | No log | 11.7143 | 492 | 0.7484 | 0.4075 | 0.7484 | 0.8651 |
298
- | No log | 11.7619 | 494 | 0.7223 | 0.4712 | 0.7223 | 0.8499 |
299
- | No log | 11.8095 | 496 | 0.7308 | 0.4946 | 0.7308 | 0.8549 |
300
- | No log | 11.8571 | 498 | 0.7544 | 0.5131 | 0.7544 | 0.8686 |
301
- | 0.307 | 11.9048 | 500 | 0.8088 | 0.54 | 0.8088 | 0.8993 |
302
- | 0.307 | 11.9524 | 502 | 0.8770 | 0.5376 | 0.8770 | 0.9365 |
303
- | 0.307 | 12.0 | 504 | 0.8613 | 0.5790 | 0.8613 | 0.9281 |
304
- | 0.307 | 12.0476 | 506 | 0.7688 | 0.5019 | 0.7688 | 0.8768 |
305
- | 0.307 | 12.0952 | 508 | 0.7033 | 0.5708 | 0.7033 | 0.8386 |
306
- | 0.307 | 12.1429 | 510 | 0.6558 | 0.5880 | 0.6558 | 0.8098 |
307
- | 0.307 | 12.1905 | 512 | 0.6393 | 0.5891 | 0.6393 | 0.7996 |
308
- | 0.307 | 12.2381 | 514 | 0.6282 | 0.6144 | 0.6282 | 0.7926 |
309
- | 0.307 | 12.2857 | 516 | 0.6289 | 0.5990 | 0.6289 | 0.7930 |
310
- | 0.307 | 12.3333 | 518 | 0.6614 | 0.5872 | 0.6614 | 0.8133 |
311
- | 0.307 | 12.3810 | 520 | 0.6768 | 0.5872 | 0.6768 | 0.8227 |
312
- | 0.307 | 12.4286 | 522 | 0.7249 | 0.5766 | 0.7249 | 0.8514 |
313
- | 0.307 | 12.4762 | 524 | 0.7318 | 0.5516 | 0.7318 | 0.8554 |
314
- | 0.307 | 12.5238 | 526 | 0.6997 | 0.5346 | 0.6997 | 0.8365 |
315
- | 0.307 | 12.5714 | 528 | 0.6724 | 0.4778 | 0.6724 | 0.8200 |
316
- | 0.307 | 12.6190 | 530 | 0.6641 | 0.5171 | 0.6641 | 0.8149 |
317
- | 0.307 | 12.6667 | 532 | 0.6622 | 0.5928 | 0.6622 | 0.8138 |
318
- | 0.307 | 12.7143 | 534 | 0.6805 | 0.5919 | 0.6805 | 0.8249 |
319
- | 0.307 | 12.7619 | 536 | 0.7579 | 0.6236 | 0.7579 | 0.8706 |
320
- | 0.307 | 12.8095 | 538 | 0.9195 | 0.5512 | 0.9195 | 0.9589 |
321
- | 0.307 | 12.8571 | 540 | 0.9840 | 0.5316 | 0.9840 | 0.9920 |
322
- | 0.307 | 12.9048 | 542 | 0.8862 | 0.5643 | 0.8862 | 0.9414 |
323
- | 0.307 | 12.9524 | 544 | 0.7625 | 0.5577 | 0.7625 | 0.8732 |
324
- | 0.307 | 13.0 | 546 | 0.7201 | 0.5304 | 0.7201 | 0.8486 |
325
- | 0.307 | 13.0476 | 548 | 0.7064 | 0.5678 | 0.7064 | 0.8405 |
326
- | 0.307 | 13.0952 | 550 | 0.7058 | 0.5359 | 0.7058 | 0.8401 |
327
- | 0.307 | 13.1429 | 552 | 0.7087 | 0.5455 | 0.7087 | 0.8418 |
328
- | 0.307 | 13.1905 | 554 | 0.7216 | 0.5477 | 0.7216 | 0.8495 |
329
- | 0.307 | 13.2381 | 556 | 0.7448 | 0.5766 | 0.7448 | 0.8630 |
330
- | 0.307 | 13.2857 | 558 | 0.7852 | 0.5330 | 0.7852 | 0.8861 |
331
- | 0.307 | 13.3333 | 560 | 0.7669 | 0.5232 | 0.7669 | 0.8757 |
332
- | 0.307 | 13.3810 | 562 | 0.7548 | 0.5243 | 0.7548 | 0.8688 |
333
- | 0.307 | 13.4286 | 564 | 0.7227 | 0.5368 | 0.7227 | 0.8501 |
334
- | 0.307 | 13.4762 | 566 | 0.6851 | 0.5552 | 0.6851 | 0.8277 |
335
- | 0.307 | 13.5238 | 568 | 0.6830 | 0.5348 | 0.6830 | 0.8264 |
336
- | 0.307 | 13.5714 | 570 | 0.7072 | 0.5218 | 0.7072 | 0.8410 |
337
- | 0.307 | 13.6190 | 572 | 0.7340 | 0.5170 | 0.7340 | 0.8568 |
338
- | 0.307 | 13.6667 | 574 | 0.7228 | 0.5368 | 0.7228 | 0.8502 |
339
- | 0.307 | 13.7143 | 576 | 0.6574 | 0.6018 | 0.6574 | 0.8108 |
340
- | 0.307 | 13.7619 | 578 | 0.6135 | 0.6007 | 0.6135 | 0.7832 |
341
- | 0.307 | 13.8095 | 580 | 0.5933 | 0.6007 | 0.5933 | 0.7703 |
342
- | 0.307 | 13.8571 | 582 | 0.5851 | 0.6713 | 0.5851 | 0.7649 |
343
- | 0.307 | 13.9048 | 584 | 0.5768 | 0.6237 | 0.5768 | 0.7595 |
344
- | 0.307 | 13.9524 | 586 | 0.6002 | 0.6055 | 0.6002 | 0.7747 |
345
- | 0.307 | 14.0 | 588 | 0.6916 | 0.5756 | 0.6916 | 0.8316 |
346
- | 0.307 | 14.0476 | 590 | 0.7348 | 0.5650 | 0.7348 | 0.8572 |
347
- | 0.307 | 14.0952 | 592 | 0.6917 | 0.5777 | 0.6917 | 0.8317 |
348
- | 0.307 | 14.1429 | 594 | 0.6893 | 0.5821 | 0.6893 | 0.8302 |
349
- | 0.307 | 14.1905 | 596 | 0.6768 | 0.5855 | 0.6768 | 0.8227 |
350
- | 0.307 | 14.2381 | 598 | 0.7120 | 0.5626 | 0.7120 | 0.8438 |
351
- | 0.307 | 14.2857 | 600 | 0.7223 | 0.5740 | 0.7223 | 0.8499 |
352
- | 0.307 | 14.3333 | 602 | 0.6736 | 0.5944 | 0.6736 | 0.8208 |
353
- | 0.307 | 14.3810 | 604 | 0.6086 | 0.6143 | 0.6086 | 0.7801 |
354
- | 0.307 | 14.4286 | 606 | 0.5939 | 0.6085 | 0.5939 | 0.7707 |
355
- | 0.307 | 14.4762 | 608 | 0.5926 | 0.6672 | 0.5926 | 0.7698 |
356
- | 0.307 | 14.5238 | 610 | 0.6302 | 0.6570 | 0.6302 | 0.7938 |
357
- | 0.307 | 14.5714 | 612 | 0.6936 | 0.6593 | 0.6936 | 0.8328 |
358
- | 0.307 | 14.6190 | 614 | 0.7089 | 0.6180 | 0.7089 | 0.8419 |
359
- | 0.307 | 14.6667 | 616 | 0.6890 | 0.5864 | 0.6890 | 0.8301 |
360
- | 0.307 | 14.7143 | 618 | 0.6534 | 0.6063 | 0.6534 | 0.8083 |
361
- | 0.307 | 14.7619 | 620 | 0.6151 | 0.6157 | 0.6151 | 0.7843 |
362
- | 0.307 | 14.8095 | 622 | 0.6131 | 0.6157 | 0.6131 | 0.7830 |
363
- | 0.307 | 14.8571 | 624 | 0.6096 | 0.6157 | 0.6096 | 0.7808 |
364
- | 0.307 | 14.9048 | 626 | 0.5930 | 0.6664 | 0.5930 | 0.7701 |
365
- | 0.307 | 14.9524 | 628 | 0.5886 | 0.6872 | 0.5886 | 0.7672 |
366
- | 0.307 | 15.0 | 630 | 0.5964 | 0.6412 | 0.5964 | 0.7723 |
367
- | 0.307 | 15.0476 | 632 | 0.6041 | 0.6249 | 0.6041 | 0.7773 |
368
- | 0.307 | 15.0952 | 634 | 0.6220 | 0.5697 | 0.6220 | 0.7887 |
369
- | 0.307 | 15.1429 | 636 | 0.6193 | 0.6082 | 0.6193 | 0.7870 |
370
- | 0.307 | 15.1905 | 638 | 0.6299 | 0.5964 | 0.6299 | 0.7937 |
371
- | 0.307 | 15.2381 | 640 | 0.6443 | 0.5988 | 0.6443 | 0.8027 |
372
- | 0.307 | 15.2857 | 642 | 0.6639 | 0.5902 | 0.6639 | 0.8148 |
373
- | 0.307 | 15.3333 | 644 | 0.6303 | 0.5663 | 0.6303 | 0.7939 |
374
- | 0.307 | 15.3810 | 646 | 0.5996 | 0.5722 | 0.5996 | 0.7743 |
375
- | 0.307 | 15.4286 | 648 | 0.5862 | 0.5994 | 0.5862 | 0.7656 |
376
- | 0.307 | 15.4762 | 650 | 0.5851 | 0.6606 | 0.5851 | 0.7649 |
377
- | 0.307 | 15.5238 | 652 | 0.5959 | 0.5637 | 0.5959 | 0.7719 |
378
- | 0.307 | 15.5714 | 654 | 0.5983 | 0.5637 | 0.5983 | 0.7735 |
379
- | 0.307 | 15.6190 | 656 | 0.6096 | 0.5637 | 0.6096 | 0.7808 |
380
- | 0.307 | 15.6667 | 658 | 0.6192 | 0.5618 | 0.6192 | 0.7869 |
381
- | 0.307 | 15.7143 | 660 | 0.6305 | 0.5599 | 0.6305 | 0.7940 |
382
- | 0.307 | 15.7619 | 662 | 0.6248 | 0.5489 | 0.6248 | 0.7904 |
383
- | 0.307 | 15.8095 | 664 | 0.6172 | 0.5862 | 0.6172 | 0.7856 |
384
- | 0.307 | 15.8571 | 666 | 0.6492 | 0.5862 | 0.6492 | 0.8057 |
385
- | 0.307 | 15.9048 | 668 | 0.6506 | 0.5862 | 0.6506 | 0.8066 |
386
- | 0.307 | 15.9524 | 670 | 0.6115 | 0.5968 | 0.6115 | 0.7820 |
387
- | 0.307 | 16.0 | 672 | 0.5860 | 0.5954 | 0.5860 | 0.7655 |
388
- | 0.307 | 16.0476 | 674 | 0.5876 | 0.6177 | 0.5876 | 0.7665 |
389
- | 0.307 | 16.0952 | 676 | 0.6100 | 0.5809 | 0.6100 | 0.7810 |
390
- | 0.307 | 16.1429 | 678 | 0.6735 | 0.5668 | 0.6735 | 0.8206 |
391
- | 0.307 | 16.1905 | 680 | 0.7329 | 0.5658 | 0.7329 | 0.8561 |
392
- | 0.307 | 16.2381 | 682 | 0.7245 | 0.5658 | 0.7245 | 0.8512 |
393
- | 0.307 | 16.2857 | 684 | 0.6967 | 0.5668 | 0.6967 | 0.8347 |
394
- | 0.307 | 16.3333 | 686 | 0.6816 | 0.5510 | 0.6816 | 0.8256 |
395
- | 0.307 | 16.3810 | 688 | 0.6630 | 0.5331 | 0.6630 | 0.8142 |
396
- | 0.307 | 16.4286 | 690 | 0.6552 | 0.5346 | 0.6552 | 0.8095 |
397
- | 0.307 | 16.4762 | 692 | 0.6726 | 0.5317 | 0.6726 | 0.8202 |
398
- | 0.307 | 16.5238 | 694 | 0.7526 | 0.5888 | 0.7526 | 0.8675 |
399
- | 0.307 | 16.5714 | 696 | 0.9240 | 0.5800 | 0.9240 | 0.9613 |
400
- | 0.307 | 16.6190 | 698 | 1.0129 | 0.4782 | 1.0129 | 1.0065 |
401
- | 0.307 | 16.6667 | 700 | 0.9726 | 0.5641 | 0.9726 | 0.9862 |
402
- | 0.307 | 16.7143 | 702 | 0.8837 | 0.5750 | 0.8837 | 0.9401 |
403
- | 0.307 | 16.7619 | 704 | 0.8059 | 0.5587 | 0.8059 | 0.8977 |
404
- | 0.307 | 16.8095 | 706 | 0.7576 | 0.5820 | 0.7576 | 0.8704 |
405
- | 0.307 | 16.8571 | 708 | 0.7829 | 0.5820 | 0.7829 | 0.8848 |
406
- | 0.307 | 16.9048 | 710 | 0.7822 | 0.5820 | 0.7822 | 0.8844 |
407
- | 0.307 | 16.9524 | 712 | 0.7358 | 0.5820 | 0.7358 | 0.8578 |
408
- | 0.307 | 17.0 | 714 | 0.6980 | 0.5746 | 0.6980 | 0.8355 |
409
- | 0.307 | 17.0476 | 716 | 0.6712 | 0.6169 | 0.6712 | 0.8193 |
410
- | 0.307 | 17.0952 | 718 | 0.6700 | 0.6142 | 0.6700 | 0.8186 |
411
- | 0.307 | 17.1429 | 720 | 0.7124 | 0.6038 | 0.7124 | 0.8440 |
412
- | 0.307 | 17.1905 | 722 | 0.7252 | 0.5639 | 0.7252 | 0.8516 |
413
- | 0.307 | 17.2381 | 724 | 0.7484 | 0.5639 | 0.7484 | 0.8651 |
414
- | 0.307 | 17.2857 | 726 | 0.7268 | 0.5746 | 0.7268 | 0.8526 |
415
- | 0.307 | 17.3333 | 728 | 0.6820 | 0.6038 | 0.6820 | 0.8259 |
416
- | 0.307 | 17.3810 | 730 | 0.6410 | 0.6124 | 0.6410 | 0.8006 |
417
- | 0.307 | 17.4286 | 732 | 0.6051 | 0.6429 | 0.6051 | 0.7779 |
418
- | 0.307 | 17.4762 | 734 | 0.6005 | 0.6499 | 0.6005 | 0.7749 |
419
- | 0.307 | 17.5238 | 736 | 0.5952 | 0.6854 | 0.5952 | 0.7715 |
420
- | 0.307 | 17.5714 | 738 | 0.5885 | 0.6812 | 0.5885 | 0.7671 |
421
- | 0.307 | 17.6190 | 740 | 0.5935 | 0.6510 | 0.5935 | 0.7704 |
422
- | 0.307 | 17.6667 | 742 | 0.6211 | 0.6032 | 0.6211 | 0.7881 |
423
- | 0.307 | 17.7143 | 744 | 0.6183 | 0.6206 | 0.6183 | 0.7863 |
424
- | 0.307 | 17.7619 | 746 | 0.5867 | 0.6774 | 0.5867 | 0.7660 |
425
- | 0.307 | 17.8095 | 748 | 0.5816 | 0.7006 | 0.5816 | 0.7626 |
426
- | 0.307 | 17.8571 | 750 | 0.5817 | 0.6882 | 0.5817 | 0.7627 |
427
- | 0.307 | 17.9048 | 752 | 0.5790 | 0.6733 | 0.5790 | 0.7609 |
428
- | 0.307 | 17.9524 | 754 | 0.5927 | 0.6473 | 0.5927 | 0.7699 |
429
- | 0.307 | 18.0 | 756 | 0.6744 | 0.5766 | 0.6744 | 0.8212 |
430
- | 0.307 | 18.0476 | 758 | 0.7349 | 0.5343 | 0.7349 | 0.8572 |
431
- | 0.307 | 18.0952 | 760 | 0.7490 | 0.5572 | 0.7490 | 0.8654 |
432
- | 0.307 | 18.1429 | 762 | 0.7284 | 0.5647 | 0.7284 | 0.8535 |
433
- | 0.307 | 18.1905 | 764 | 0.7347 | 0.5647 | 0.7347 | 0.8572 |
434
- | 0.307 | 18.2381 | 766 | 0.7760 | 0.5330 | 0.7760 | 0.8809 |
435
- | 0.307 | 18.2857 | 768 | 0.7821 | 0.5330 | 0.7821 | 0.8844 |
436
- | 0.307 | 18.3333 | 770 | 0.7679 | 0.5572 | 0.7679 | 0.8763 |
437
- | 0.307 | 18.3810 | 772 | 0.7593 | 0.5370 | 0.7593 | 0.8714 |
438
- | 0.307 | 18.4286 | 774 | 0.7629 | 0.5370 | 0.7629 | 0.8735 |
439
- | 0.307 | 18.4762 | 776 | 0.7649 | 0.5370 | 0.7649 | 0.8746 |
440
- | 0.307 | 18.5238 | 778 | 0.7180 | 0.5521 | 0.7180 | 0.8474 |
441
- | 0.307 | 18.5714 | 780 | 0.6819 | 0.5305 | 0.6819 | 0.8258 |
442
- | 0.307 | 18.6190 | 782 | 0.6662 | 0.5459 | 0.6662 | 0.8162 |
443
- | 0.307 | 18.6667 | 784 | 0.6689 | 0.5361 | 0.6689 | 0.8179 |
444
- | 0.307 | 18.7143 | 786 | 0.6959 | 0.5429 | 0.6959 | 0.8342 |
445
- | 0.307 | 18.7619 | 788 | 0.7221 | 0.5521 | 0.7221 | 0.8498 |
446
- | 0.307 | 18.8095 | 790 | 0.7474 | 0.5707 | 0.7474 | 0.8645 |
447
- | 0.307 | 18.8571 | 792 | 0.7560 | 0.5707 | 0.7560 | 0.8695 |
448
- | 0.307 | 18.9048 | 794 | 0.7585 | 0.5647 | 0.7585 | 0.8709 |
449
- | 0.307 | 18.9524 | 796 | 0.7711 | 0.5647 | 0.7711 | 0.8781 |
450
- | 0.307 | 19.0 | 798 | 0.7471 | 0.5647 | 0.7471 | 0.8644 |
451
- | 0.307 | 19.0476 | 800 | 0.6774 | 0.5697 | 0.6774 | 0.8230 |
452
- | 0.307 | 19.0952 | 802 | 0.6309 | 0.5712 | 0.6309 | 0.7943 |
453
- | 0.307 | 19.1429 | 804 | 0.6330 | 0.5199 | 0.6330 | 0.7956 |
454
- | 0.307 | 19.1905 | 806 | 0.6346 | 0.4807 | 0.6346 | 0.7966 |
455
- | 0.307 | 19.2381 | 808 | 0.6395 | 0.5528 | 0.6395 | 0.7997 |
456
- | 0.307 | 19.2857 | 810 | 0.6556 | 0.5677 | 0.6556 | 0.8097 |
457
- | 0.307 | 19.3333 | 812 | 0.6677 | 0.5639 | 0.6677 | 0.8171 |
458
- | 0.307 | 19.3810 | 814 | 0.6774 | 0.5746 | 0.6774 | 0.8231 |
459
- | 0.307 | 19.4286 | 816 | 0.6483 | 0.6217 | 0.6483 | 0.8052 |
460
- | 0.307 | 19.4762 | 818 | 0.6133 | 0.5997 | 0.6133 | 0.7831 |
461
- | 0.307 | 19.5238 | 820 | 0.6074 | 0.6011 | 0.6074 | 0.7793 |
462
- | 0.307 | 19.5714 | 822 | 0.6384 | 0.5681 | 0.6384 | 0.7990 |
463
- | 0.307 | 19.6190 | 824 | 0.6724 | 0.4960 | 0.6724 | 0.8200 |
464
- | 0.307 | 19.6667 | 826 | 0.6780 | 0.4826 | 0.6780 | 0.8234 |
465
- | 0.307 | 19.7143 | 828 | 0.6715 | 0.5288 | 0.6715 | 0.8194 |
466
- | 0.307 | 19.7619 | 830 | 0.6820 | 0.5234 | 0.6820 | 0.8258 |
467
- | 0.307 | 19.8095 | 832 | 0.6988 | 0.5663 | 0.6988 | 0.8359 |
468
- | 0.307 | 19.8571 | 834 | 0.6908 | 0.5654 | 0.6908 | 0.8311 |
469
- | 0.307 | 19.9048 | 836 | 0.6838 | 0.5442 | 0.6838 | 0.8269 |
470
- | 0.307 | 19.9524 | 838 | 0.6860 | 0.5459 | 0.6860 | 0.8282 |
471
- | 0.307 | 20.0 | 840 | 0.7181 | 0.5334 | 0.7181 | 0.8474 |
472
- | 0.307 | 20.0476 | 842 | 0.7332 | 0.5334 | 0.7332 | 0.8563 |
473
- | 0.307 | 20.0952 | 844 | 0.7208 | 0.5463 | 0.7208 | 0.8490 |
474
- | 0.307 | 20.1429 | 846 | 0.6950 | 0.5348 | 0.6950 | 0.8337 |
475
- | 0.307 | 20.1905 | 848 | 0.6769 | 0.5346 | 0.6769 | 0.8228 |
476
- | 0.307 | 20.2381 | 850 | 0.6797 | 0.5948 | 0.6797 | 0.8244 |
477
- | 0.307 | 20.2857 | 852 | 0.6899 | 0.5788 | 0.6899 | 0.8306 |
478
- | 0.307 | 20.3333 | 854 | 0.7053 | 0.5766 | 0.7053 | 0.8398 |
479
- | 0.307 | 20.3810 | 856 | 0.6812 | 0.5688 | 0.6812 | 0.8253 |
480
- | 0.307 | 20.4286 | 858 | 0.6594 | 0.5629 | 0.6594 | 0.8120 |
481
- | 0.307 | 20.4762 | 860 | 0.6615 | 0.5480 | 0.6615 | 0.8133 |
482
- | 0.307 | 20.5238 | 862 | 0.6696 | 0.5510 | 0.6696 | 0.8183 |
483
- | 0.307 | 20.5714 | 864 | 0.6803 | 0.4953 | 0.6803 | 0.8248 |
484
- | 0.307 | 20.6190 | 866 | 0.6700 | 0.5428 | 0.6700 | 0.8185 |
485
- | 0.307 | 20.6667 | 868 | 0.6529 | 0.5594 | 0.6529 | 0.8080 |
486
- | 0.307 | 20.7143 | 870 | 0.6762 | 0.5993 | 0.6762 | 0.8223 |
487
- | 0.307 | 20.7619 | 872 | 0.7256 | 0.6132 | 0.7256 | 0.8518 |
488
- | 0.307 | 20.8095 | 874 | 0.7388 | 0.6431 | 0.7388 | 0.8595 |
489
- | 0.307 | 20.8571 | 876 | 0.7253 | 0.6013 | 0.7253 | 0.8517 |
490
- | 0.307 | 20.9048 | 878 | 0.7206 | 0.5998 | 0.7206 | 0.8489 |
491
- | 0.307 | 20.9524 | 880 | 0.7102 | 0.5331 | 0.7102 | 0.8428 |
492
- | 0.307 | 21.0 | 882 | 0.6856 | 0.4908 | 0.6856 | 0.8280 |
493
- | 0.307 | 21.0476 | 884 | 0.6868 | 0.4659 | 0.6868 | 0.8287 |
494
- | 0.307 | 21.0952 | 886 | 0.6802 | 0.4659 | 0.6802 | 0.8247 |
495
- | 0.307 | 21.1429 | 888 | 0.6697 | 0.4659 | 0.6697 | 0.8184 |
496
 
497
 
498
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k14_task5_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_usingALLEssays_FineTuningAraBERT_run1_AugV5_k14_task5_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: 0.6862
19
+ - Qwk: 0.5472
20
+ - Mse: 0.6862
21
+ - Rmse: 0.8284
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0435 | 2 | 3.8865 | -0.0294 | 3.8865 | 1.9714 |
53
+ | No log | 0.0870 | 4 | 2.0120 | 0.0142 | 2.0120 | 1.4184 |
54
+ | No log | 0.1304 | 6 | 1.7353 | -0.0458 | 1.7353 | 1.3173 |
55
+ | No log | 0.1739 | 8 | 1.2631 | 0.0380 | 1.2631 | 1.1239 |
56
+ | No log | 0.2174 | 10 | 1.1664 | -0.0032 | 1.1664 | 1.0800 |
57
+ | No log | 0.2609 | 12 | 1.1818 | 0.0380 | 1.1818 | 1.0871 |
58
+ | No log | 0.3043 | 14 | 1.2235 | 0.0380 | 1.2235 | 1.1061 |
59
+ | No log | 0.3478 | 16 | 1.2637 | 0.0380 | 1.2637 | 1.1242 |
60
+ | No log | 0.3913 | 18 | 1.2607 | 0.0760 | 1.2607 | 1.1228 |
61
+ | No log | 0.4348 | 20 | 1.2646 | 0.1142 | 1.2646 | 1.1246 |
62
+ | No log | 0.4783 | 22 | 1.1968 | 0.1910 | 1.1968 | 1.0940 |
63
+ | No log | 0.5217 | 24 | 1.1106 | 0.1805 | 1.1106 | 1.0539 |
64
+ | No log | 0.5652 | 26 | 1.1018 | 0.1493 | 1.1018 | 1.0497 |
65
+ | No log | 0.6087 | 28 | 1.1995 | 0.0999 | 1.1995 | 1.0952 |
66
+ | No log | 0.6522 | 30 | 1.1395 | 0.1832 | 1.1395 | 1.0675 |
67
+ | No log | 0.6957 | 32 | 1.1605 | 0.0436 | 1.1605 | 1.0772 |
68
+ | No log | 0.7391 | 34 | 1.2550 | 0.0883 | 1.2550 | 1.1203 |
69
+ | No log | 0.7826 | 36 | 1.3800 | 0.0639 | 1.3800 | 1.1747 |
70
+ | No log | 0.8261 | 38 | 1.2540 | 0.0998 | 1.2540 | 1.1198 |
71
+ | No log | 0.8696 | 40 | 1.1479 | 0.1389 | 1.1479 | 1.0714 |
72
+ | No log | 0.9130 | 42 | 1.2217 | 0.1028 | 1.2217 | 1.1053 |
73
+ | No log | 0.9565 | 44 | 1.5665 | 0.0389 | 1.5665 | 1.2516 |
74
+ | No log | 1.0 | 46 | 1.6655 | 0.0516 | 1.6655 | 1.2905 |
75
+ | No log | 1.0435 | 48 | 1.4103 | 0.0598 | 1.4103 | 1.1876 |
76
+ | No log | 1.0870 | 50 | 1.0909 | 0.1821 | 1.0909 | 1.0444 |
77
+ | No log | 1.1304 | 52 | 0.9701 | 0.3117 | 0.9701 | 0.9849 |
78
+ | No log | 1.1739 | 54 | 0.9537 | 0.3414 | 0.9537 | 0.9766 |
79
+ | No log | 1.2174 | 56 | 0.9618 | 0.3562 | 0.9618 | 0.9807 |
80
+ | No log | 1.2609 | 58 | 0.9734 | 0.3557 | 0.9734 | 0.9866 |
81
+ | No log | 1.3043 | 60 | 0.9510 | 0.3562 | 0.9510 | 0.9752 |
82
+ | No log | 1.3478 | 62 | 0.9381 | 0.3733 | 0.9381 | 0.9686 |
83
+ | No log | 1.3913 | 64 | 0.9339 | 0.3014 | 0.9339 | 0.9664 |
84
+ | No log | 1.4348 | 66 | 0.9494 | 0.2935 | 0.9494 | 0.9743 |
85
+ | No log | 1.4783 | 68 | 0.9506 | 0.2391 | 0.9506 | 0.9750 |
86
+ | No log | 1.5217 | 70 | 0.9589 | 0.2114 | 0.9589 | 0.9792 |
87
+ | No log | 1.5652 | 72 | 0.9002 | 0.3014 | 0.9002 | 0.9488 |
88
+ | No log | 1.6087 | 74 | 0.8838 | 0.3414 | 0.8838 | 0.9401 |
89
+ | No log | 1.6522 | 76 | 0.8590 | 0.3817 | 0.8590 | 0.9268 |
90
+ | No log | 1.6957 | 78 | 0.8336 | 0.3519 | 0.8336 | 0.9130 |
91
+ | No log | 1.7391 | 80 | 0.8431 | 0.4 | 0.8431 | 0.9182 |
92
+ | No log | 1.7826 | 82 | 0.8430 | 0.3981 | 0.8430 | 0.9181 |
93
+ | No log | 1.8261 | 84 | 0.8405 | 0.3537 | 0.8405 | 0.9168 |
94
+ | No log | 1.8696 | 86 | 0.8561 | 0.5155 | 0.8561 | 0.9252 |
95
+ | No log | 1.9130 | 88 | 0.8821 | 0.5174 | 0.8821 | 0.9392 |
96
+ | No log | 1.9565 | 90 | 0.8903 | 0.4459 | 0.8903 | 0.9435 |
97
+ | No log | 2.0 | 92 | 1.0073 | 0.3972 | 1.0073 | 1.0036 |
98
+ | No log | 2.0435 | 94 | 1.0262 | 0.3734 | 1.0262 | 1.0130 |
99
+ | No log | 2.0870 | 96 | 0.8925 | 0.5107 | 0.8925 | 0.9447 |
100
+ | No log | 2.1304 | 98 | 0.8793 | 0.4979 | 0.8793 | 0.9377 |
101
+ | No log | 2.1739 | 100 | 1.0192 | 0.4416 | 1.0192 | 1.0096 |
102
+ | No log | 2.2174 | 102 | 0.9693 | 0.4318 | 0.9693 | 0.9845 |
103
+ | No log | 2.2609 | 104 | 0.8455 | 0.5363 | 0.8455 | 0.9195 |
104
+ | No log | 2.3043 | 106 | 0.8263 | 0.5450 | 0.8263 | 0.9090 |
105
+ | No log | 2.3478 | 108 | 0.7896 | 0.4813 | 0.7896 | 0.8886 |
106
+ | No log | 2.3913 | 110 | 0.7701 | 0.4733 | 0.7701 | 0.8776 |
107
+ | No log | 2.4348 | 112 | 0.7638 | 0.4984 | 0.7638 | 0.8740 |
108
+ | No log | 2.4783 | 114 | 0.7713 | 0.5128 | 0.7713 | 0.8782 |
109
+ | No log | 2.5217 | 116 | 0.7180 | 0.5635 | 0.7180 | 0.8474 |
110
+ | No log | 2.5652 | 118 | 0.7116 | 0.4787 | 0.7116 | 0.8436 |
111
+ | No log | 2.6087 | 120 | 0.7141 | 0.5044 | 0.7141 | 0.8450 |
112
+ | No log | 2.6522 | 122 | 0.7626 | 0.6386 | 0.7626 | 0.8733 |
113
+ | No log | 2.6957 | 124 | 0.7743 | 0.6435 | 0.7743 | 0.8800 |
114
+ | No log | 2.7391 | 126 | 0.7699 | 0.5796 | 0.7699 | 0.8774 |
115
+ | No log | 2.7826 | 128 | 0.8402 | 0.4283 | 0.8402 | 0.9166 |
116
+ | No log | 2.8261 | 130 | 1.0326 | 0.3363 | 1.0326 | 1.0161 |
117
+ | No log | 2.8696 | 132 | 1.0287 | 0.3761 | 1.0287 | 1.0143 |
118
+ | No log | 2.9130 | 134 | 0.8748 | 0.4470 | 0.8748 | 0.9353 |
119
+ | No log | 2.9565 | 136 | 0.7884 | 0.5009 | 0.7884 | 0.8879 |
120
+ | No log | 3.0 | 138 | 0.7676 | 0.5570 | 0.7676 | 0.8761 |
121
+ | No log | 3.0435 | 140 | 0.7662 | 0.5797 | 0.7662 | 0.8753 |
122
+ | No log | 3.0870 | 142 | 0.7939 | 0.5103 | 0.7939 | 0.8910 |
123
+ | No log | 3.1304 | 144 | 0.8795 | 0.4455 | 0.8795 | 0.9378 |
124
+ | No log | 3.1739 | 146 | 0.8895 | 0.4935 | 0.8895 | 0.9431 |
125
+ | No log | 3.2174 | 148 | 0.8184 | 0.5528 | 0.8184 | 0.9046 |
126
+ | No log | 3.2609 | 150 | 0.8132 | 0.4819 | 0.8132 | 0.9018 |
127
+ | No log | 3.3043 | 152 | 0.8196 | 0.4615 | 0.8196 | 0.9053 |
128
+ | No log | 3.3478 | 154 | 0.8178 | 0.4419 | 0.8178 | 0.9043 |
129
+ | No log | 3.3913 | 156 | 0.8523 | 0.4570 | 0.8523 | 0.9232 |
130
+ | No log | 3.4348 | 158 | 0.8042 | 0.4158 | 0.8042 | 0.8968 |
131
+ | No log | 3.4783 | 160 | 0.8430 | 0.3160 | 0.8430 | 0.9182 |
132
+ | No log | 3.5217 | 162 | 0.9556 | 0.3401 | 0.9556 | 0.9776 |
133
+ | No log | 3.5652 | 164 | 0.8477 | 0.3160 | 0.8477 | 0.9207 |
134
+ | No log | 3.6087 | 166 | 0.7804 | 0.5345 | 0.7804 | 0.8834 |
135
+ | No log | 3.6522 | 168 | 0.8543 | 0.4806 | 0.8543 | 0.9243 |
136
+ | No log | 3.6957 | 170 | 0.9146 | 0.2865 | 0.9146 | 0.9563 |
137
+ | No log | 3.7391 | 172 | 0.9504 | 0.2291 | 0.9504 | 0.9749 |
138
+ | No log | 3.7826 | 174 | 0.9597 | 0.2591 | 0.9597 | 0.9796 |
139
+ | No log | 3.8261 | 176 | 0.9069 | 0.3445 | 0.9069 | 0.9523 |
140
+ | No log | 3.8696 | 178 | 0.9335 | 0.3811 | 0.9335 | 0.9662 |
141
+ | No log | 3.9130 | 180 | 0.8494 | 0.3804 | 0.8494 | 0.9216 |
142
+ | No log | 3.9565 | 182 | 0.8333 | 0.4576 | 0.8333 | 0.9129 |
143
+ | No log | 4.0 | 184 | 0.8048 | 0.4730 | 0.8048 | 0.8971 |
144
+ | No log | 4.0435 | 186 | 0.7876 | 0.4461 | 0.7876 | 0.8875 |
145
+ | No log | 4.0870 | 188 | 0.8073 | 0.3719 | 0.8073 | 0.8985 |
146
+ | No log | 4.1304 | 190 | 0.7829 | 0.4128 | 0.7829 | 0.8848 |
147
+ | No log | 4.1739 | 192 | 0.7779 | 0.3996 | 0.7779 | 0.8820 |
148
+ | No log | 4.2174 | 194 | 0.7958 | 0.3184 | 0.7958 | 0.8921 |
149
+ | No log | 4.2609 | 196 | 0.7889 | 0.3676 | 0.7889 | 0.8882 |
150
+ | No log | 4.3043 | 198 | 0.7770 | 0.5163 | 0.7770 | 0.8815 |
151
+ | No log | 4.3478 | 200 | 0.7898 | 0.5766 | 0.7898 | 0.8887 |
152
+ | No log | 4.3913 | 202 | 0.7020 | 0.5874 | 0.7020 | 0.8378 |
153
+ | No log | 4.4348 | 204 | 0.7554 | 0.5618 | 0.7554 | 0.8692 |
154
+ | No log | 4.4783 | 206 | 0.7159 | 0.5379 | 0.7159 | 0.8461 |
155
+ | No log | 4.5217 | 208 | 0.7211 | 0.5330 | 0.7211 | 0.8492 |
156
+ | No log | 4.5652 | 210 | 0.8239 | 0.4902 | 0.8239 | 0.9077 |
157
+ | No log | 4.6087 | 212 | 0.7487 | 0.5498 | 0.7487 | 0.8653 |
158
+ | No log | 4.6522 | 214 | 0.7070 | 0.4898 | 0.7070 | 0.8409 |
159
+ | No log | 4.6957 | 216 | 0.7224 | 0.5213 | 0.7224 | 0.8500 |
160
+ | No log | 4.7391 | 218 | 0.8452 | 0.5414 | 0.8452 | 0.9194 |
161
+ | No log | 4.7826 | 220 | 0.9413 | 0.4574 | 0.9413 | 0.9702 |
162
+ | No log | 4.8261 | 222 | 0.8087 | 0.5231 | 0.8087 | 0.8993 |
163
+ | No log | 4.8696 | 224 | 0.7436 | 0.6007 | 0.7436 | 0.8623 |
164
+ | No log | 4.9130 | 226 | 0.7462 | 0.5902 | 0.7462 | 0.8638 |
165
+ | No log | 4.9565 | 228 | 0.7683 | 0.5763 | 0.7683 | 0.8765 |
166
+ | No log | 5.0 | 230 | 0.8623 | 0.5020 | 0.8623 | 0.9286 |
167
+ | No log | 5.0435 | 232 | 0.8875 | 0.4681 | 0.8875 | 0.9421 |
168
+ | No log | 5.0870 | 234 | 0.8004 | 0.5234 | 0.8004 | 0.8947 |
169
+ | No log | 5.1304 | 236 | 0.7856 | 0.4691 | 0.7856 | 0.8864 |
170
+ | No log | 5.1739 | 238 | 0.7886 | 0.4918 | 0.7886 | 0.8880 |
171
+ | No log | 5.2174 | 240 | 0.7940 | 0.5117 | 0.7940 | 0.8911 |
172
+ | No log | 5.2609 | 242 | 0.8967 | 0.4560 | 0.8967 | 0.9469 |
173
+ | No log | 5.3043 | 244 | 0.9099 | 0.4987 | 0.9099 | 0.9539 |
174
+ | No log | 5.3478 | 246 | 0.7790 | 0.4410 | 0.7790 | 0.8826 |
175
+ | No log | 5.3913 | 248 | 0.7415 | 0.5248 | 0.7415 | 0.8611 |
176
+ | No log | 5.4348 | 250 | 0.7559 | 0.4565 | 0.7559 | 0.8694 |
177
+ | No log | 5.4783 | 252 | 0.7639 | 0.4261 | 0.7639 | 0.8740 |
178
+ | No log | 5.5217 | 254 | 0.7792 | 0.4494 | 0.7792 | 0.8827 |
179
+ | No log | 5.5652 | 256 | 0.7704 | 0.4251 | 0.7704 | 0.8777 |
180
+ | No log | 5.6087 | 258 | 0.7568 | 0.4269 | 0.7568 | 0.8700 |
181
+ | No log | 5.6522 | 260 | 0.7523 | 0.4313 | 0.7523 | 0.8674 |
182
+ | No log | 5.6957 | 262 | 0.7222 | 0.4787 | 0.7222 | 0.8498 |
183
+ | No log | 5.7391 | 264 | 0.7149 | 0.5463 | 0.7149 | 0.8455 |
184
+ | No log | 5.7826 | 266 | 0.7193 | 0.6160 | 0.7193 | 0.8481 |
185
+ | No log | 5.8261 | 268 | 0.7691 | 0.5439 | 0.7691 | 0.8770 |
186
+ | No log | 5.8696 | 270 | 0.7113 | 0.6617 | 0.7113 | 0.8434 |
187
+ | No log | 5.9130 | 272 | 0.6821 | 0.6476 | 0.6821 | 0.8259 |
188
+ | No log | 5.9565 | 274 | 0.6982 | 0.6528 | 0.6982 | 0.8356 |
189
+ | No log | 6.0 | 276 | 0.7793 | 0.5318 | 0.7793 | 0.8828 |
190
+ | No log | 6.0435 | 278 | 0.7484 | 0.5439 | 0.7484 | 0.8651 |
191
+ | No log | 6.0870 | 280 | 0.7456 | 0.5470 | 0.7456 | 0.8635 |
192
+ | No log | 6.1304 | 282 | 0.7213 | 0.5740 | 0.7213 | 0.8493 |
193
+ | No log | 6.1739 | 284 | 0.7244 | 0.4873 | 0.7244 | 0.8511 |
194
+ | No log | 6.2174 | 286 | 0.7118 | 0.5644 | 0.7118 | 0.8437 |
195
+ | No log | 6.2609 | 288 | 0.7316 | 0.4135 | 0.7316 | 0.8553 |
196
+ | No log | 6.3043 | 290 | 0.7192 | 0.4984 | 0.7192 | 0.8481 |
197
+ | No log | 6.3478 | 292 | 0.6941 | 0.5163 | 0.6941 | 0.8331 |
198
+ | No log | 6.3913 | 294 | 0.7154 | 0.6128 | 0.7154 | 0.8458 |
199
+ | No log | 6.4348 | 296 | 0.7172 | 0.5618 | 0.7172 | 0.8469 |
200
+ | No log | 6.4783 | 298 | 0.6939 | 0.5680 | 0.6939 | 0.8330 |
201
+ | No log | 6.5217 | 300 | 0.6980 | 0.5877 | 0.6980 | 0.8354 |
202
+ | No log | 6.5652 | 302 | 0.7417 | 0.5052 | 0.7417 | 0.8612 |
203
+ | No log | 6.6087 | 304 | 0.7484 | 0.5067 | 0.7484 | 0.8651 |
204
+ | No log | 6.6522 | 306 | 0.7230 | 0.4879 | 0.7230 | 0.8503 |
205
+ | No log | 6.6957 | 308 | 0.7159 | 0.5002 | 0.7159 | 0.8461 |
206
+ | No log | 6.7391 | 310 | 0.7043 | 0.5357 | 0.7043 | 0.8392 |
207
+ | No log | 6.7826 | 312 | 0.6960 | 0.5060 | 0.6960 | 0.8343 |
208
+ | No log | 6.8261 | 314 | 0.6992 | 0.5066 | 0.6992 | 0.8362 |
209
+ | No log | 6.8696 | 316 | 0.6768 | 0.5809 | 0.6768 | 0.8227 |
210
+ | No log | 6.9130 | 318 | 0.6808 | 0.5329 | 0.6808 | 0.8251 |
211
+ | No log | 6.9565 | 320 | 0.6908 | 0.5671 | 0.6908 | 0.8312 |
212
+ | No log | 7.0 | 322 | 0.7242 | 0.5263 | 0.7242 | 0.8510 |
213
+ | No log | 7.0435 | 324 | 0.7106 | 0.5459 | 0.7106 | 0.8430 |
214
+ | No log | 7.0870 | 326 | 0.8062 | 0.4708 | 0.8062 | 0.8979 |
215
+ | No log | 7.1304 | 328 | 0.8057 | 0.4708 | 0.8057 | 0.8976 |
216
+ | No log | 7.1739 | 330 | 0.7553 | 0.5046 | 0.7553 | 0.8691 |
217
+ | No log | 7.2174 | 332 | 0.7268 | 0.5094 | 0.7268 | 0.8525 |
218
+ | No log | 7.2609 | 334 | 0.7145 | 0.5582 | 0.7145 | 0.8453 |
219
+ | No log | 7.3043 | 336 | 0.7106 | 0.5475 | 0.7106 | 0.8430 |
220
+ | No log | 7.3478 | 338 | 0.7219 | 0.5446 | 0.7219 | 0.8497 |
221
+ | No log | 7.3913 | 340 | 0.7267 | 0.5129 | 0.7267 | 0.8525 |
222
+ | No log | 7.4348 | 342 | 0.7339 | 0.4461 | 0.7339 | 0.8567 |
223
+ | No log | 7.4783 | 344 | 0.7684 | 0.4641 | 0.7684 | 0.8766 |
224
+ | No log | 7.5217 | 346 | 0.7471 | 0.4641 | 0.7471 | 0.8644 |
225
+ | No log | 7.5652 | 348 | 0.7191 | 0.5352 | 0.7191 | 0.8480 |
226
+ | No log | 7.6087 | 350 | 0.7407 | 0.5953 | 0.7407 | 0.8606 |
227
+ | No log | 7.6522 | 352 | 0.7185 | 0.5683 | 0.7185 | 0.8477 |
228
+ | No log | 7.6957 | 354 | 0.7478 | 0.5476 | 0.7478 | 0.8647 |
229
+ | No log | 7.7391 | 356 | 0.7586 | 0.5197 | 0.7586 | 0.8710 |
230
+ | No log | 7.7826 | 358 | 0.7467 | 0.4996 | 0.7467 | 0.8641 |
231
+ | No log | 7.8261 | 360 | 0.8009 | 0.4388 | 0.8009 | 0.8949 |
232
+ | No log | 7.8696 | 362 | 0.8052 | 0.3269 | 0.8052 | 0.8973 |
233
+ | No log | 7.9130 | 364 | 0.7747 | 0.4279 | 0.7747 | 0.8802 |
234
+ | No log | 7.9565 | 366 | 0.7503 | 0.4660 | 0.7503 | 0.8662 |
235
+ | No log | 8.0 | 368 | 0.7182 | 0.4918 | 0.7182 | 0.8475 |
236
+ | No log | 8.0435 | 370 | 0.6882 | 0.5120 | 0.6882 | 0.8296 |
237
+ | No log | 8.0870 | 372 | 0.6722 | 0.6187 | 0.6722 | 0.8199 |
238
+ | No log | 8.1304 | 374 | 0.7175 | 0.6081 | 0.7175 | 0.8470 |
239
+ | No log | 8.1739 | 376 | 0.7358 | 0.6071 | 0.7358 | 0.8578 |
240
+ | No log | 8.2174 | 378 | 0.7982 | 0.5398 | 0.7982 | 0.8934 |
241
+ | No log | 8.2609 | 380 | 0.7700 | 0.6218 | 0.7700 | 0.8775 |
242
+ | No log | 8.3043 | 382 | 0.6887 | 0.5463 | 0.6887 | 0.8299 |
243
+ | No log | 8.3478 | 384 | 0.8329 | 0.4508 | 0.8329 | 0.9127 |
244
+ | No log | 8.3913 | 386 | 0.9849 | 0.5184 | 0.9849 | 0.9924 |
245
+ | No log | 8.4348 | 388 | 0.9149 | 0.4854 | 0.9149 | 0.9565 |
246
+ | No log | 8.4783 | 390 | 0.7384 | 0.5012 | 0.7384 | 0.8593 |
247
+ | No log | 8.5217 | 392 | 0.7104 | 0.5473 | 0.7104 | 0.8428 |
248
+ | No log | 8.5652 | 394 | 0.8558 | 0.4894 | 0.8558 | 0.9251 |
249
+ | No log | 8.6087 | 396 | 0.8252 | 0.4894 | 0.8252 | 0.9084 |
250
+ | No log | 8.6522 | 398 | 0.7126 | 0.5186 | 0.7126 | 0.8441 |
251
+ | No log | 8.6957 | 400 | 0.6932 | 0.5432 | 0.6932 | 0.8326 |
252
+ | No log | 8.7391 | 402 | 0.7075 | 0.4968 | 0.7075 | 0.8412 |
253
+ | No log | 8.7826 | 404 | 0.7033 | 0.5432 | 0.7033 | 0.8387 |
254
+ | No log | 8.8261 | 406 | 0.7082 | 0.5536 | 0.7082 | 0.8415 |
255
+ | No log | 8.8696 | 408 | 0.7080 | 0.4760 | 0.7080 | 0.8414 |
256
+ | No log | 8.9130 | 410 | 0.6967 | 0.4760 | 0.6967 | 0.8347 |
257
+ | No log | 8.9565 | 412 | 0.6681 | 0.5822 | 0.6681 | 0.8174 |
258
+ | No log | 9.0 | 414 | 0.6506 | 0.6046 | 0.6506 | 0.8066 |
259
+ | No log | 9.0435 | 416 | 0.6532 | 0.6219 | 0.6532 | 0.8082 |
260
+ | No log | 9.0870 | 418 | 0.6514 | 0.6219 | 0.6514 | 0.8071 |
261
+ | No log | 9.1304 | 420 | 0.6505 | 0.5644 | 0.6505 | 0.8066 |
262
+ | No log | 9.1739 | 422 | 0.6544 | 0.5886 | 0.6544 | 0.8090 |
263
+ | No log | 9.2174 | 424 | 0.6797 | 0.5597 | 0.6797 | 0.8245 |
264
+ | No log | 9.2609 | 426 | 0.7490 | 0.5137 | 0.7490 | 0.8655 |
265
+ | No log | 9.3043 | 428 | 0.7794 | 0.4898 | 0.7794 | 0.8828 |
266
+ | No log | 9.3478 | 430 | 0.7201 | 0.5400 | 0.7201 | 0.8486 |
267
+ | No log | 9.3913 | 432 | 0.6806 | 0.5432 | 0.6806 | 0.8250 |
268
+ | No log | 9.4348 | 434 | 0.6772 | 0.5432 | 0.6772 | 0.8229 |
269
+ | No log | 9.4783 | 436 | 0.6891 | 0.5089 | 0.6891 | 0.8301 |
270
+ | No log | 9.5217 | 438 | 0.7677 | 0.5428 | 0.7677 | 0.8762 |
271
+ | No log | 9.5652 | 440 | 0.7609 | 0.5451 | 0.7609 | 0.8723 |
272
+ | No log | 9.6087 | 442 | 0.6901 | 0.5570 | 0.6901 | 0.8307 |
273
+ | No log | 9.6522 | 444 | 0.6739 | 0.5188 | 0.6739 | 0.8209 |
274
+ | No log | 9.6957 | 446 | 0.6775 | 0.5074 | 0.6775 | 0.8231 |
275
+ | No log | 9.7391 | 448 | 0.6750 | 0.5516 | 0.6750 | 0.8216 |
276
+ | No log | 9.7826 | 450 | 0.7319 | 0.5279 | 0.7319 | 0.8555 |
277
+ | No log | 9.8261 | 452 | 0.7593 | 0.5331 | 0.7593 | 0.8714 |
278
+ | No log | 9.8696 | 454 | 0.6942 | 0.5098 | 0.6942 | 0.8332 |
279
+ | No log | 9.9130 | 456 | 0.6676 | 0.5771 | 0.6676 | 0.8171 |
280
+ | No log | 9.9565 | 458 | 0.6685 | 0.5783 | 0.6685 | 0.8176 |
281
+ | No log | 10.0 | 460 | 0.6652 | 0.6307 | 0.6652 | 0.8156 |
282
+ | No log | 10.0435 | 462 | 0.7046 | 0.5395 | 0.7046 | 0.8394 |
283
+ | No log | 10.0870 | 464 | 0.7331 | 0.5470 | 0.7331 | 0.8562 |
284
+ | No log | 10.1304 | 466 | 0.7124 | 0.4494 | 0.7124 | 0.8440 |
285
+ | No log | 10.1739 | 468 | 0.7124 | 0.4893 | 0.7124 | 0.8441 |
286
+ | No log | 10.2174 | 470 | 0.7132 | 0.4923 | 0.7132 | 0.8445 |
287
+ | No log | 10.2609 | 472 | 0.7016 | 0.5415 | 0.7016 | 0.8376 |
288
+ | No log | 10.3043 | 474 | 0.6915 | 0.5554 | 0.6915 | 0.8316 |
289
+ | No log | 10.3478 | 476 | 0.6783 | 0.6177 | 0.6783 | 0.8236 |
290
+ | No log | 10.3913 | 478 | 0.7239 | 0.5862 | 0.7239 | 0.8508 |
291
+ | No log | 10.4348 | 480 | 0.7312 | 0.5958 | 0.7312 | 0.8551 |
292
+ | No log | 10.4783 | 482 | 0.6749 | 0.6198 | 0.6749 | 0.8215 |
293
+ | No log | 10.5217 | 484 | 0.6417 | 0.6335 | 0.6417 | 0.8011 |
294
+ | No log | 10.5652 | 486 | 0.6504 | 0.5084 | 0.6504 | 0.8065 |
295
+ | No log | 10.6087 | 488 | 0.6547 | 0.4968 | 0.6547 | 0.8091 |
296
+ | No log | 10.6522 | 490 | 0.6450 | 0.5529 | 0.6450 | 0.8031 |
297
+ | No log | 10.6957 | 492 | 0.6673 | 0.6073 | 0.6673 | 0.8169 |
298
+ | No log | 10.7391 | 494 | 0.6924 | 0.5973 | 0.6924 | 0.8321 |
299
+ | No log | 10.7826 | 496 | 0.6905 | 0.6109 | 0.6905 | 0.8310 |
300
+ | No log | 10.8261 | 498 | 0.6965 | 0.5833 | 0.6965 | 0.8346 |
301
+ | 0.2902 | 10.8696 | 500 | 0.7077 | 0.6209 | 0.7077 | 0.8412 |
302
+ | 0.2902 | 10.9130 | 502 | 0.6775 | 0.6147 | 0.6775 | 0.8231 |
303
+ | 0.2902 | 10.9565 | 504 | 0.6453 | 0.6500 | 0.6453 | 0.8033 |
304
+ | 0.2902 | 11.0 | 506 | 0.6393 | 0.6175 | 0.6393 | 0.7996 |
305
+ | 0.2902 | 11.0435 | 508 | 0.6427 | 0.6057 | 0.6427 | 0.8017 |
306
+ | 0.2902 | 11.0870 | 510 | 0.6740 | 0.5932 | 0.6740 | 0.8209 |
307
+ | 0.2902 | 11.1304 | 512 | 0.7058 | 0.5654 | 0.7058 | 0.8401 |
308
+ | 0.2902 | 11.1739 | 514 | 0.6862 | 0.5472 | 0.6862 | 0.8284 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
309
 
310
 
311
  ### Framework versions