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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k9_task5_organization

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Training in progress, step 500

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  1. README.md +268 -516
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k9_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_k9_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: 0.7352
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- - Qwk: 0.4608
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- - Mse: 0.7352
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- - Rmse: 0.8574
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  ## Model description
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@@ -47,516 +47,268 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:------:|:------:|:------:|
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- | No log | 0.0741 | 2 | 3.9233 | 0.0 | 3.9233 | 1.9807 |
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- | No log | 0.1481 | 4 | 2.2116 | 0.0878 | 2.2116 | 1.4871 |
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- | No log | 0.2222 | 6 | 1.7157 | 0.0165 | 1.7157 | 1.3099 |
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- | No log | 0.2963 | 8 | 1.6045 | 0.0030 | 1.6045 | 1.2667 |
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- | No log | 0.3704 | 10 | 1.3239 | 0.0883 | 1.3239 | 1.1506 |
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- | No log | 0.4444 | 12 | 1.1816 | 0.1498 | 1.1816 | 1.0870 |
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- | No log | 0.5185 | 14 | 1.2588 | 0.0380 | 1.2588 | 1.1219 |
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- | No log | 0.5926 | 16 | 1.2403 | 0.0380 | 1.2403 | 1.1137 |
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- | No log | 0.6667 | 18 | 1.1673 | 0.1884 | 1.1673 | 1.0804 |
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- | No log | 0.7407 | 20 | 1.1225 | 0.2100 | 1.1225 | 1.0595 |
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- | No log | 0.8148 | 22 | 1.0618 | 0.1616 | 1.0618 | 1.0304 |
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- | No log | 0.8889 | 24 | 1.0675 | 0.2068 | 1.0675 | 1.0332 |
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- | No log | 0.9630 | 26 | 1.0989 | 0.2416 | 1.0989 | 1.0483 |
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- | No log | 1.0370 | 28 | 1.0330 | 0.2341 | 1.0330 | 1.0163 |
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- | No log | 1.1111 | 30 | 1.0524 | 0.1727 | 1.0524 | 1.0259 |
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- | No log | 1.1852 | 32 | 1.1041 | 0.1321 | 1.1041 | 1.0508 |
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- | No log | 1.2593 | 34 | 1.2351 | 0.0042 | 1.2351 | 1.1113 |
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- | No log | 1.3333 | 36 | 1.4445 | 0.0513 | 1.4445 | 1.2019 |
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- | No log | 1.4074 | 38 | 1.4087 | 0.0639 | 1.4087 | 1.1869 |
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- | No log | 1.4815 | 40 | 1.8315 | 0.1342 | 1.8315 | 1.3533 |
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- | No log | 1.5556 | 42 | 1.9966 | 0.1521 | 1.9966 | 1.4130 |
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- | No log | 1.6296 | 44 | 1.6945 | 0.0894 | 1.6945 | 1.3017 |
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- | No log | 1.7037 | 46 | 1.3178 | 0.0085 | 1.3178 | 1.1479 |
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- | No log | 1.7778 | 48 | 1.0938 | 0.1997 | 1.0938 | 1.0458 |
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- | No log | 1.8519 | 50 | 1.0463 | 0.2140 | 1.0463 | 1.0229 |
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- | No log | 1.9259 | 52 | 1.0417 | 0.2265 | 1.0417 | 1.0206 |
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- | No log | 2.0 | 54 | 1.0423 | 0.2042 | 1.0423 | 1.0209 |
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- | No log | 2.0741 | 56 | 1.0578 | 0.1549 | 1.0578 | 1.0285 |
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- | No log | 2.1481 | 58 | 1.0266 | 0.2341 | 1.0266 | 1.0132 |
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- | No log | 2.2222 | 60 | 1.0167 | 0.2068 | 1.0167 | 1.0083 |
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- | No log | 2.2963 | 62 | 1.0318 | 0.2545 | 1.0318 | 1.0158 |
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- | No log | 2.3704 | 64 | 1.0169 | 0.2416 | 1.0169 | 1.0084 |
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- | No log | 2.4444 | 66 | 1.0032 | 0.3178 | 1.0032 | 1.0016 |
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- | No log | 2.5185 | 68 | 1.0011 | 0.2857 | 1.0011 | 1.0005 |
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- | No log | 2.5926 | 70 | 1.0292 | 0.3181 | 1.0292 | 1.0145 |
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- | No log | 2.6667 | 72 | 1.2242 | 0.3177 | 1.2242 | 1.1064 |
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- | No log | 2.7407 | 74 | 1.2498 | 0.3126 | 1.2498 | 1.1179 |
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- | No log | 2.8148 | 76 | 1.0955 | 0.3126 | 1.0955 | 1.0467 |
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- | No log | 2.8889 | 78 | 1.0080 | 0.2912 | 1.0080 | 1.0040 |
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- | No log | 2.9630 | 80 | 1.0391 | 0.1918 | 1.0391 | 1.0194 |
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- | No log | 3.0370 | 82 | 0.9858 | 0.3094 | 0.9858 | 0.9929 |
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- | No log | 3.1111 | 84 | 0.9888 | 0.2391 | 0.9888 | 0.9944 |
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- | No log | 3.1852 | 86 | 1.0429 | 0.2023 | 1.0429 | 1.0212 |
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- | No log | 3.2593 | 88 | 1.0224 | 0.2687 | 1.0224 | 1.0111 |
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- | No log | 3.3333 | 90 | 1.0217 | 0.2480 | 1.0217 | 1.0108 |
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- | No log | 3.4074 | 92 | 1.1692 | 0.2929 | 1.1692 | 1.0813 |
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- | No log | 3.4815 | 94 | 1.0884 | 0.2584 | 1.0884 | 1.0433 |
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- | No log | 3.5556 | 96 | 0.9619 | 0.4221 | 0.9619 | 0.9808 |
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- | No log | 3.6296 | 98 | 0.9878 | 0.3891 | 0.9878 | 0.9939 |
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- | No log | 3.7037 | 100 | 1.0163 | 0.3647 | 1.0163 | 1.0081 |
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- | No log | 3.7778 | 102 | 1.1073 | 0.1388 | 1.1073 | 1.0523 |
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- | No log | 3.8519 | 104 | 1.0410 | 0.3493 | 1.0410 | 1.0203 |
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- | No log | 3.9259 | 106 | 0.9252 | 0.3296 | 0.9252 | 0.9619 |
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- | No log | 4.0 | 108 | 0.9136 | 0.3276 | 0.9136 | 0.9558 |
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- | No log | 4.0741 | 110 | 0.9086 | 0.3725 | 0.9086 | 0.9532 |
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- | No log | 4.1481 | 112 | 0.9149 | 0.4209 | 0.9149 | 0.9565 |
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- | No log | 4.2222 | 114 | 0.8965 | 0.3941 | 0.8965 | 0.9468 |
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- | No log | 4.2963 | 116 | 0.8601 | 0.3496 | 0.8601 | 0.9274 |
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- | No log | 4.3704 | 118 | 0.8586 | 0.3896 | 0.8586 | 0.9266 |
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- | No log | 4.4444 | 120 | 0.8632 | 0.3348 | 0.8632 | 0.9291 |
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- | No log | 4.5185 | 122 | 0.8627 | 0.3348 | 0.8627 | 0.9288 |
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- | No log | 4.5926 | 124 | 0.8547 | 0.3797 | 0.8547 | 0.9245 |
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- | No log | 4.6667 | 126 | 0.8607 | 0.4101 | 0.8607 | 0.9277 |
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- | No log | 4.7407 | 128 | 0.8063 | 0.3878 | 0.8063 | 0.8979 |
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- | No log | 4.8148 | 130 | 0.7972 | 0.4932 | 0.7972 | 0.8929 |
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- | No log | 4.8889 | 132 | 0.8230 | 0.4511 | 0.8230 | 0.9072 |
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- | No log | 4.9630 | 134 | 0.9009 | 0.4032 | 0.9009 | 0.9491 |
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- | No log | 5.0370 | 136 | 0.9385 | 0.4581 | 0.9385 | 0.9688 |
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- | No log | 5.1111 | 138 | 0.7909 | 0.4894 | 0.7909 | 0.8893 |
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- | No log | 5.1852 | 140 | 0.8125 | 0.5190 | 0.8125 | 0.9014 |
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- | No log | 5.2593 | 142 | 0.7602 | 0.5262 | 0.7602 | 0.8719 |
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- | No log | 5.3333 | 144 | 0.7813 | 0.4738 | 0.7813 | 0.8839 |
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- | No log | 5.4074 | 146 | 0.7898 | 0.4495 | 0.7898 | 0.8887 |
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- | No log | 5.4815 | 148 | 0.7684 | 0.4854 | 0.7684 | 0.8766 |
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- | No log | 5.5556 | 150 | 0.7579 | 0.5098 | 0.7579 | 0.8706 |
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- | No log | 5.6296 | 152 | 0.7617 | 0.5098 | 0.7617 | 0.8728 |
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- | No log | 5.7037 | 154 | 0.7556 | 0.5657 | 0.7556 | 0.8693 |
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- | No log | 5.7778 | 156 | 0.7721 | 0.4395 | 0.7721 | 0.8787 |
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- | No log | 5.8519 | 158 | 0.8059 | 0.4829 | 0.8059 | 0.8977 |
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- | No log | 5.9259 | 160 | 0.7951 | 0.4724 | 0.7951 | 0.8917 |
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- | No log | 6.0 | 162 | 0.7997 | 0.4724 | 0.7997 | 0.8942 |
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- | No log | 6.0741 | 164 | 0.7799 | 0.5317 | 0.7799 | 0.8831 |
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- | No log | 6.1481 | 166 | 0.8129 | 0.4393 | 0.8129 | 0.9016 |
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- | No log | 6.2222 | 168 | 0.9035 | 0.4439 | 0.9035 | 0.9505 |
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- | No log | 6.2963 | 170 | 0.8307 | 0.3835 | 0.8307 | 0.9114 |
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- | No log | 6.3704 | 172 | 0.8126 | 0.3859 | 0.8126 | 0.9014 |
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- | No log | 6.4444 | 174 | 0.8070 | 0.4251 | 0.8070 | 0.8983 |
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- | No log | 6.5185 | 176 | 0.7946 | 0.4676 | 0.7946 | 0.8914 |
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- | No log | 6.5926 | 178 | 0.7746 | 0.5373 | 0.7746 | 0.8801 |
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- | No log | 6.6667 | 180 | 0.7691 | 0.5340 | 0.7691 | 0.8770 |
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- | No log | 6.7407 | 182 | 0.7705 | 0.5669 | 0.7705 | 0.8778 |
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- | No log | 6.8148 | 184 | 0.7614 | 0.5393 | 0.7614 | 0.8726 |
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- | No log | 6.8889 | 186 | 0.7753 | 0.5182 | 0.7753 | 0.8805 |
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- | No log | 6.9630 | 188 | 0.7911 | 0.4736 | 0.7911 | 0.8894 |
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- | No log | 7.0370 | 190 | 0.8321 | 0.4807 | 0.8321 | 0.9122 |
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- | No log | 7.1111 | 192 | 0.8857 | 0.3838 | 0.8857 | 0.9411 |
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- | No log | 7.1852 | 194 | 0.8368 | 0.4675 | 0.8368 | 0.9148 |
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- | No log | 7.2593 | 196 | 0.8012 | 0.4834 | 0.8012 | 0.8951 |
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- | No log | 7.3333 | 198 | 0.8614 | 0.4532 | 0.8614 | 0.9281 |
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- | No log | 7.4074 | 200 | 0.9296 | 0.4464 | 0.9296 | 0.9642 |
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- | No log | 7.4815 | 202 | 0.8313 | 0.4938 | 0.8313 | 0.9117 |
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- | No log | 7.5556 | 204 | 0.8476 | 0.4962 | 0.8476 | 0.9207 |
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- | No log | 7.6296 | 206 | 0.8519 | 0.4843 | 0.8519 | 0.9230 |
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- | No log | 7.7037 | 208 | 0.7800 | 0.5016 | 0.7800 | 0.8832 |
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- | No log | 7.7778 | 210 | 0.7694 | 0.5383 | 0.7694 | 0.8772 |
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- | No log | 7.8519 | 212 | 0.7850 | 0.5345 | 0.7850 | 0.8860 |
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- | No log | 7.9259 | 214 | 0.7678 | 0.5359 | 0.7678 | 0.8763 |
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- | No log | 8.0 | 216 | 0.7708 | 0.5835 | 0.7708 | 0.8780 |
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- | No log | 8.0741 | 218 | 0.7946 | 0.4981 | 0.7946 | 0.8914 |
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- | No log | 8.1481 | 220 | 0.7998 | 0.5195 | 0.7998 | 0.8943 |
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- | No log | 8.2222 | 222 | 0.8067 | 0.5070 | 0.8067 | 0.8982 |
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- | No log | 8.2963 | 224 | 0.8107 | 0.5059 | 0.8107 | 0.9004 |
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- | No log | 8.3704 | 226 | 0.8120 | 0.5352 | 0.8120 | 0.9011 |
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- | No log | 8.4444 | 228 | 0.7676 | 0.5491 | 0.7676 | 0.8761 |
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- | No log | 8.5185 | 230 | 0.7569 | 0.5763 | 0.7569 | 0.8700 |
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- | No log | 8.5926 | 232 | 0.7519 | 0.5985 | 0.7519 | 0.8671 |
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- | No log | 8.6667 | 234 | 0.7514 | 0.5887 | 0.7514 | 0.8669 |
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- | No log | 8.7407 | 236 | 0.7698 | 0.5376 | 0.7698 | 0.8774 |
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- | No log | 8.8148 | 238 | 0.8178 | 0.5226 | 0.8178 | 0.9043 |
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- | No log | 8.8889 | 240 | 0.8679 | 0.4847 | 0.8679 | 0.9316 |
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- | No log | 8.9630 | 242 | 0.8172 | 0.5339 | 0.8172 | 0.9040 |
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- | No log | 9.0370 | 244 | 0.7747 | 0.5197 | 0.7747 | 0.8802 |
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- | No log | 9.1111 | 246 | 0.7514 | 0.6229 | 0.7514 | 0.8669 |
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- | No log | 9.1852 | 248 | 0.7532 | 0.5891 | 0.7532 | 0.8679 |
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- | No log | 9.2593 | 250 | 0.7419 | 0.5939 | 0.7419 | 0.8613 |
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- | No log | 9.3333 | 252 | 0.8042 | 0.5430 | 0.8042 | 0.8968 |
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- | No log | 9.4074 | 254 | 0.8260 | 0.5323 | 0.8260 | 0.9089 |
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- | No log | 9.4815 | 256 | 0.7463 | 0.5817 | 0.7463 | 0.8639 |
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- | No log | 9.5556 | 258 | 0.7393 | 0.5669 | 0.7393 | 0.8598 |
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- | No log | 9.6296 | 260 | 0.7671 | 0.4982 | 0.7671 | 0.8758 |
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- | No log | 9.7037 | 262 | 0.7947 | 0.4850 | 0.7947 | 0.8915 |
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- | No log | 9.7778 | 264 | 0.7398 | 0.5810 | 0.7398 | 0.8601 |
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- | No log | 9.8519 | 266 | 0.7329 | 0.4778 | 0.7329 | 0.8561 |
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- | No log | 9.9259 | 268 | 0.7421 | 0.4919 | 0.7421 | 0.8615 |
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- | No log | 10.0 | 270 | 0.7610 | 0.4642 | 0.7610 | 0.8724 |
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- | No log | 10.0741 | 272 | 0.7630 | 0.4642 | 0.7630 | 0.8735 |
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- | No log | 10.1481 | 274 | 0.8051 | 0.4468 | 0.8051 | 0.8973 |
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- | No log | 10.2222 | 276 | 0.8381 | 0.4468 | 0.8381 | 0.9155 |
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- | No log | 10.2963 | 278 | 0.7927 | 0.4473 | 0.7927 | 0.8903 |
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- | No log | 10.3704 | 280 | 0.7236 | 0.5146 | 0.7236 | 0.8507 |
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- | No log | 10.4444 | 282 | 0.7280 | 0.4963 | 0.7280 | 0.8532 |
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- | No log | 10.5185 | 284 | 0.7115 | 0.5500 | 0.7115 | 0.8435 |
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- | No log | 10.5926 | 286 | 0.7221 | 0.5117 | 0.7221 | 0.8498 |
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- | No log | 10.6667 | 288 | 0.7765 | 0.6021 | 0.7765 | 0.8812 |
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- | No log | 10.7407 | 290 | 0.7534 | 0.5348 | 0.7534 | 0.8680 |
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- | No log | 10.8148 | 292 | 0.7255 | 0.5010 | 0.7255 | 0.8517 |
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- | No log | 10.8889 | 294 | 0.7183 | 0.5246 | 0.7183 | 0.8475 |
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- | No log | 10.9630 | 296 | 0.7341 | 0.5811 | 0.7341 | 0.8568 |
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- | No log | 11.0370 | 298 | 0.7098 | 0.4882 | 0.7098 | 0.8425 |
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- | No log | 11.1111 | 300 | 0.6937 | 0.5048 | 0.6937 | 0.8329 |
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- | No log | 11.1852 | 302 | 0.6864 | 0.5288 | 0.6864 | 0.8285 |
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- | No log | 11.2593 | 304 | 0.7054 | 0.6021 | 0.7054 | 0.8399 |
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- | No log | 11.3333 | 306 | 0.7185 | 0.6231 | 0.7185 | 0.8477 |
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- | No log | 11.4074 | 308 | 0.6995 | 0.6219 | 0.6995 | 0.8364 |
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- | No log | 11.4815 | 310 | 0.7299 | 0.5794 | 0.7299 | 0.8543 |
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- | No log | 11.5556 | 312 | 0.7168 | 0.5770 | 0.7168 | 0.8467 |
208
- | No log | 11.6296 | 314 | 0.7324 | 0.6122 | 0.7324 | 0.8558 |
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- | No log | 11.7037 | 316 | 0.8108 | 0.4821 | 0.8108 | 0.9004 |
210
- | No log | 11.7778 | 318 | 0.7829 | 0.5319 | 0.7829 | 0.8848 |
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- | No log | 11.8519 | 320 | 0.8060 | 0.3192 | 0.8060 | 0.8978 |
212
- | No log | 11.9259 | 322 | 0.7769 | 0.4498 | 0.7769 | 0.8814 |
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- | No log | 12.0 | 324 | 0.7826 | 0.5469 | 0.7826 | 0.8847 |
214
- | No log | 12.0741 | 326 | 0.7787 | 0.5208 | 0.7787 | 0.8824 |
215
- | No log | 12.1481 | 328 | 0.7560 | 0.4516 | 0.7560 | 0.8695 |
216
- | No log | 12.2222 | 330 | 0.7688 | 0.3902 | 0.7688 | 0.8768 |
217
- | No log | 12.2963 | 332 | 0.7694 | 0.3326 | 0.7694 | 0.8771 |
218
- | No log | 12.3704 | 334 | 0.7592 | 0.4363 | 0.7592 | 0.8713 |
219
- | No log | 12.4444 | 336 | 0.7451 | 0.4537 | 0.7451 | 0.8632 |
220
- | No log | 12.5185 | 338 | 0.7540 | 0.4537 | 0.7540 | 0.8684 |
221
- | No log | 12.5926 | 340 | 0.7612 | 0.4241 | 0.7612 | 0.8725 |
222
- | No log | 12.6667 | 342 | 0.7637 | 0.4659 | 0.7637 | 0.8739 |
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- | No log | 12.7407 | 344 | 0.7768 | 0.3960 | 0.7768 | 0.8814 |
224
- | No log | 12.8148 | 346 | 0.8071 | 0.3959 | 0.8071 | 0.8984 |
225
- | No log | 12.8889 | 348 | 0.8535 | 0.4344 | 0.8535 | 0.9238 |
226
- | No log | 12.9630 | 350 | 0.8460 | 0.3860 | 0.8460 | 0.9198 |
227
- | No log | 13.0370 | 352 | 0.8683 | 0.4123 | 0.8683 | 0.9318 |
228
- | No log | 13.1111 | 354 | 0.8587 | 0.4244 | 0.8587 | 0.9266 |
229
- | No log | 13.1852 | 356 | 0.8641 | 0.4244 | 0.8641 | 0.9296 |
230
- | No log | 13.2593 | 358 | 0.9061 | 0.5056 | 0.9061 | 0.9519 |
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- | No log | 13.3333 | 360 | 0.9024 | 0.5056 | 0.9024 | 0.9499 |
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- | No log | 13.4074 | 362 | 0.8353 | 0.4244 | 0.8353 | 0.9140 |
233
- | No log | 13.4815 | 364 | 0.8088 | 0.4938 | 0.8088 | 0.8993 |
234
- | No log | 13.5556 | 366 | 0.8049 | 0.4576 | 0.8049 | 0.8972 |
235
- | No log | 13.6296 | 368 | 0.8049 | 0.4644 | 0.8049 | 0.8972 |
236
- | No log | 13.7037 | 370 | 0.8484 | 0.3563 | 0.8484 | 0.9211 |
237
- | No log | 13.7778 | 372 | 0.8778 | 0.4327 | 0.8778 | 0.9369 |
238
- | No log | 13.8519 | 374 | 0.8520 | 0.3658 | 0.8520 | 0.9230 |
239
- | No log | 13.9259 | 376 | 0.7930 | 0.4628 | 0.7930 | 0.8905 |
240
- | No log | 14.0 | 378 | 0.7531 | 0.5060 | 0.7531 | 0.8678 |
241
- | No log | 14.0741 | 380 | 0.7562 | 0.4498 | 0.7562 | 0.8696 |
242
- | No log | 14.1481 | 382 | 0.7392 | 0.4834 | 0.7392 | 0.8598 |
243
- | No log | 14.2222 | 384 | 0.7236 | 0.6231 | 0.7236 | 0.8507 |
244
- | No log | 14.2963 | 386 | 0.8223 | 0.4832 | 0.8223 | 0.9068 |
245
- | No log | 14.3704 | 388 | 0.9287 | 0.4603 | 0.9287 | 0.9637 |
246
- | No log | 14.4444 | 390 | 0.9139 | 0.4352 | 0.9139 | 0.9560 |
247
- | No log | 14.5185 | 392 | 0.8354 | 0.4336 | 0.8354 | 0.9140 |
248
- | No log | 14.5926 | 394 | 0.7715 | 0.4871 | 0.7715 | 0.8784 |
249
- | No log | 14.6667 | 396 | 0.7421 | 0.5138 | 0.7421 | 0.8615 |
250
- | No log | 14.7407 | 398 | 0.7339 | 0.5018 | 0.7339 | 0.8567 |
251
- | No log | 14.8148 | 400 | 0.7417 | 0.5823 | 0.7417 | 0.8612 |
252
- | No log | 14.8889 | 402 | 0.7701 | 0.5459 | 0.7701 | 0.8775 |
253
- | No log | 14.9630 | 404 | 0.7465 | 0.5710 | 0.7465 | 0.8640 |
254
- | No log | 15.0370 | 406 | 0.7378 | 0.4898 | 0.7378 | 0.8590 |
255
- | No log | 15.1111 | 408 | 0.7416 | 0.4898 | 0.7416 | 0.8612 |
256
- | No log | 15.1852 | 410 | 0.7481 | 0.4748 | 0.7481 | 0.8649 |
257
- | No log | 15.2593 | 412 | 0.7522 | 0.4625 | 0.7522 | 0.8673 |
258
- | No log | 15.3333 | 414 | 0.7446 | 0.4498 | 0.7446 | 0.8629 |
259
- | No log | 15.4074 | 416 | 0.7349 | 0.4783 | 0.7349 | 0.8573 |
260
- | No log | 15.4815 | 418 | 0.7196 | 0.4783 | 0.7196 | 0.8483 |
261
- | No log | 15.5556 | 420 | 0.7074 | 0.5067 | 0.7074 | 0.8411 |
262
- | No log | 15.6296 | 422 | 0.7125 | 0.5259 | 0.7125 | 0.8441 |
263
- | No log | 15.7037 | 424 | 0.7471 | 0.5446 | 0.7471 | 0.8644 |
264
- | No log | 15.7778 | 426 | 0.7775 | 0.4973 | 0.7775 | 0.8818 |
265
- | No log | 15.8519 | 428 | 0.8304 | 0.3663 | 0.8304 | 0.9113 |
266
- | No log | 15.9259 | 430 | 0.8029 | 0.4450 | 0.8029 | 0.8961 |
267
- | No log | 16.0 | 432 | 0.7448 | 0.4473 | 0.7448 | 0.8630 |
268
- | No log | 16.0741 | 434 | 0.7389 | 0.4353 | 0.7389 | 0.8596 |
269
- | No log | 16.1481 | 436 | 0.7575 | 0.4336 | 0.7575 | 0.8704 |
270
- | No log | 16.2222 | 438 | 0.7910 | 0.4456 | 0.7910 | 0.8894 |
271
- | No log | 16.2963 | 440 | 0.8316 | 0.4343 | 0.8316 | 0.9119 |
272
- | No log | 16.3704 | 442 | 0.8382 | 0.3973 | 0.8382 | 0.9155 |
273
- | No log | 16.4444 | 444 | 0.8174 | 0.4828 | 0.8174 | 0.9041 |
274
- | No log | 16.5185 | 446 | 0.7661 | 0.4729 | 0.7661 | 0.8753 |
275
- | No log | 16.5926 | 448 | 0.7549 | 0.4643 | 0.7549 | 0.8688 |
276
- | No log | 16.6667 | 450 | 0.7505 | 0.4480 | 0.7505 | 0.8663 |
277
- | No log | 16.7407 | 452 | 0.7697 | 0.3777 | 0.7697 | 0.8773 |
278
- | No log | 16.8148 | 454 | 0.8494 | 0.3637 | 0.8494 | 0.9216 |
279
- | No log | 16.8889 | 456 | 0.8861 | 0.3663 | 0.8861 | 0.9414 |
280
- | No log | 16.9630 | 458 | 0.8639 | 0.4450 | 0.8639 | 0.9295 |
281
- | No log | 17.0370 | 460 | 0.8861 | 0.4696 | 0.8861 | 0.9413 |
282
- | No log | 17.1111 | 462 | 0.8353 | 0.4586 | 0.8353 | 0.9139 |
283
- | No log | 17.1852 | 464 | 0.7806 | 0.5552 | 0.7806 | 0.8835 |
284
- | No log | 17.2593 | 466 | 0.7498 | 0.4893 | 0.7498 | 0.8659 |
285
- | No log | 17.3333 | 468 | 0.7526 | 0.5288 | 0.7526 | 0.8675 |
286
- | No log | 17.4074 | 470 | 0.7548 | 0.5156 | 0.7548 | 0.8688 |
287
- | No log | 17.4815 | 472 | 0.7651 | 0.5010 | 0.7651 | 0.8747 |
288
- | No log | 17.5556 | 474 | 0.7962 | 0.4060 | 0.7962 | 0.8923 |
289
- | No log | 17.6296 | 476 | 0.7904 | 0.4060 | 0.7904 | 0.8890 |
290
- | No log | 17.7037 | 478 | 0.7960 | 0.4186 | 0.7960 | 0.8922 |
291
- | No log | 17.7778 | 480 | 0.7882 | 0.4847 | 0.7882 | 0.8878 |
292
- | No log | 17.8519 | 482 | 0.7558 | 0.5585 | 0.7558 | 0.8694 |
293
- | No log | 17.9259 | 484 | 0.7290 | 0.5361 | 0.7290 | 0.8538 |
294
- | No log | 18.0 | 486 | 0.7303 | 0.5361 | 0.7303 | 0.8546 |
295
- | No log | 18.0741 | 488 | 0.7339 | 0.5127 | 0.7339 | 0.8567 |
296
- | No log | 18.1481 | 490 | 0.7519 | 0.5245 | 0.7519 | 0.8671 |
297
- | No log | 18.2222 | 492 | 0.7460 | 0.4887 | 0.7460 | 0.8637 |
298
- | No log | 18.2963 | 494 | 0.7387 | 0.4767 | 0.7387 | 0.8595 |
299
- | No log | 18.3704 | 496 | 0.7350 | 0.4783 | 0.7350 | 0.8573 |
300
- | No log | 18.4444 | 498 | 0.7428 | 0.5042 | 0.7428 | 0.8619 |
301
- | 0.2509 | 18.5185 | 500 | 0.7816 | 0.4186 | 0.7816 | 0.8841 |
302
- | 0.2509 | 18.5926 | 502 | 0.8180 | 0.4828 | 0.8180 | 0.9044 |
303
- | 0.2509 | 18.6667 | 504 | 0.8639 | 0.4318 | 0.8639 | 0.9295 |
304
- | 0.2509 | 18.7407 | 506 | 0.8687 | 0.3804 | 0.8687 | 0.9320 |
305
- | 0.2509 | 18.8148 | 508 | 0.8277 | 0.3663 | 0.8277 | 0.9098 |
306
- | 0.2509 | 18.8889 | 510 | 0.7564 | 0.4767 | 0.7564 | 0.8697 |
307
- | 0.2509 | 18.9630 | 512 | 0.7314 | 0.4951 | 0.7314 | 0.8552 |
308
- | 0.2509 | 19.0370 | 514 | 0.7551 | 0.4990 | 0.7551 | 0.8690 |
309
- | 0.2509 | 19.1111 | 516 | 0.7578 | 0.4622 | 0.7578 | 0.8705 |
310
- | 0.2509 | 19.1852 | 518 | 0.7396 | 0.4588 | 0.7396 | 0.8600 |
311
- | 0.2509 | 19.2593 | 520 | 0.7430 | 0.4882 | 0.7430 | 0.8620 |
312
- | 0.2509 | 19.3333 | 522 | 0.8026 | 0.5232 | 0.8026 | 0.8959 |
313
- | 0.2509 | 19.4074 | 524 | 0.8282 | 0.4952 | 0.8282 | 0.9101 |
314
- | 0.2509 | 19.4815 | 526 | 0.7945 | 0.4746 | 0.7945 | 0.8914 |
315
- | 0.2509 | 19.5556 | 528 | 0.7891 | 0.4746 | 0.7891 | 0.8883 |
316
- | 0.2509 | 19.6296 | 530 | 0.7690 | 0.4882 | 0.7690 | 0.8769 |
317
- | 0.2509 | 19.7037 | 532 | 0.7470 | 0.4797 | 0.7470 | 0.8643 |
318
- | 0.2509 | 19.7778 | 534 | 0.7399 | 0.4914 | 0.7399 | 0.8602 |
319
- | 0.2509 | 19.8519 | 536 | 0.7548 | 0.5232 | 0.7548 | 0.8688 |
320
- | 0.2509 | 19.9259 | 538 | 0.8212 | 0.5686 | 0.8212 | 0.9062 |
321
- | 0.2509 | 20.0 | 540 | 0.8304 | 0.5686 | 0.8304 | 0.9112 |
322
- | 0.2509 | 20.0741 | 542 | 0.7836 | 0.5218 | 0.7836 | 0.8852 |
323
- | 0.2509 | 20.1481 | 544 | 0.7281 | 0.4764 | 0.7281 | 0.8533 |
324
- | 0.2509 | 20.2222 | 546 | 0.7129 | 0.4845 | 0.7129 | 0.8443 |
325
- | 0.2509 | 20.2963 | 548 | 0.7187 | 0.4861 | 0.7187 | 0.8478 |
326
- | 0.2509 | 20.3704 | 550 | 0.7087 | 0.5103 | 0.7087 | 0.8418 |
327
- | 0.2509 | 20.4444 | 552 | 0.7230 | 0.5142 | 0.7230 | 0.8503 |
328
- | 0.2509 | 20.5185 | 554 | 0.7892 | 0.5218 | 0.7892 | 0.8884 |
329
- | 0.2509 | 20.5926 | 556 | 0.8332 | 0.5074 | 0.8332 | 0.9128 |
330
- | 0.2509 | 20.6667 | 558 | 0.8203 | 0.5319 | 0.8203 | 0.9057 |
331
- | 0.2509 | 20.7407 | 560 | 0.7657 | 0.5218 | 0.7657 | 0.8750 |
332
- | 0.2509 | 20.8148 | 562 | 0.7128 | 0.4642 | 0.7128 | 0.8443 |
333
- | 0.2509 | 20.8889 | 564 | 0.7058 | 0.5225 | 0.7058 | 0.8401 |
334
- | 0.2509 | 20.9630 | 566 | 0.7053 | 0.5073 | 0.7053 | 0.8398 |
335
- | 0.2509 | 21.0370 | 568 | 0.7043 | 0.4919 | 0.7043 | 0.8392 |
336
- | 0.2509 | 21.1111 | 570 | 0.7056 | 0.4903 | 0.7056 | 0.8400 |
337
- | 0.2509 | 21.1852 | 572 | 0.7194 | 0.4980 | 0.7194 | 0.8482 |
338
- | 0.2509 | 21.2593 | 574 | 0.7411 | 0.4843 | 0.7411 | 0.8609 |
339
- | 0.2509 | 21.3333 | 576 | 0.7577 | 0.4843 | 0.7577 | 0.8705 |
340
- | 0.2509 | 21.4074 | 578 | 0.7579 | 0.4973 | 0.7579 | 0.8706 |
341
- | 0.2509 | 21.4815 | 580 | 0.7312 | 0.4748 | 0.7312 | 0.8551 |
342
- | 0.2509 | 21.5556 | 582 | 0.6953 | 0.5051 | 0.6953 | 0.8338 |
343
- | 0.2509 | 21.6296 | 584 | 0.6888 | 0.5195 | 0.6888 | 0.8300 |
344
- | 0.2509 | 21.7037 | 586 | 0.6775 | 0.5210 | 0.6775 | 0.8231 |
345
- | 0.2509 | 21.7778 | 588 | 0.6700 | 0.5197 | 0.6700 | 0.8186 |
346
- | 0.2509 | 21.8519 | 590 | 0.6678 | 0.5432 | 0.6678 | 0.8172 |
347
- | 0.2509 | 21.9259 | 592 | 0.6669 | 0.6096 | 0.6669 | 0.8166 |
348
- | 0.2509 | 22.0 | 594 | 0.6691 | 0.5450 | 0.6691 | 0.8180 |
349
- | 0.2509 | 22.0741 | 596 | 0.6802 | 0.5225 | 0.6802 | 0.8247 |
350
- | 0.2509 | 22.1481 | 598 | 0.6795 | 0.5210 | 0.6795 | 0.8243 |
351
- | 0.2509 | 22.2222 | 600 | 0.6951 | 0.4887 | 0.6951 | 0.8337 |
352
- | 0.2509 | 22.2963 | 602 | 0.7372 | 0.5572 | 0.7372 | 0.8586 |
353
- | 0.2509 | 22.3704 | 604 | 0.7469 | 0.5319 | 0.7469 | 0.8642 |
354
- | 0.2509 | 22.4444 | 606 | 0.7815 | 0.5521 | 0.7815 | 0.8840 |
355
- | 0.2509 | 22.5185 | 608 | 0.8044 | 0.5521 | 0.8044 | 0.8969 |
356
- | 0.2509 | 22.5926 | 610 | 0.7925 | 0.5319 | 0.7925 | 0.8902 |
357
- | 0.2509 | 22.6667 | 612 | 0.7795 | 0.4327 | 0.7795 | 0.8829 |
358
- | 0.2509 | 22.7407 | 614 | 0.7359 | 0.4337 | 0.7359 | 0.8579 |
359
- | 0.2509 | 22.8148 | 616 | 0.7017 | 0.4935 | 0.7017 | 0.8377 |
360
- | 0.2509 | 22.8889 | 618 | 0.6964 | 0.5483 | 0.6964 | 0.8345 |
361
- | 0.2509 | 22.9630 | 620 | 0.6825 | 0.5197 | 0.6825 | 0.8261 |
362
- | 0.2509 | 23.0370 | 622 | 0.6803 | 0.6165 | 0.6803 | 0.8248 |
363
- | 0.2509 | 23.1111 | 624 | 0.6896 | 0.6209 | 0.6896 | 0.8304 |
364
- | 0.2509 | 23.1852 | 626 | 0.6836 | 0.6014 | 0.6836 | 0.8268 |
365
- | 0.2509 | 23.2593 | 628 | 0.6769 | 0.6043 | 0.6769 | 0.8227 |
366
- | 0.2509 | 23.3333 | 630 | 0.6728 | 0.5391 | 0.6728 | 0.8202 |
367
- | 0.2509 | 23.4074 | 632 | 0.6783 | 0.5153 | 0.6783 | 0.8236 |
368
- | 0.2509 | 23.4815 | 634 | 0.6901 | 0.5153 | 0.6901 | 0.8307 |
369
- | 0.2509 | 23.5556 | 636 | 0.7055 | 0.4608 | 0.7055 | 0.8400 |
370
- | 0.2509 | 23.6296 | 638 | 0.7115 | 0.4867 | 0.7115 | 0.8435 |
371
- | 0.2509 | 23.7037 | 640 | 0.7041 | 0.5113 | 0.7041 | 0.8391 |
372
- | 0.2509 | 23.7778 | 642 | 0.6803 | 0.5026 | 0.6803 | 0.8248 |
373
- | 0.2509 | 23.8519 | 644 | 0.6778 | 0.5522 | 0.6778 | 0.8233 |
374
- | 0.2509 | 23.9259 | 646 | 0.6875 | 0.5966 | 0.6875 | 0.8292 |
375
- | 0.2509 | 24.0 | 648 | 0.7108 | 0.5593 | 0.7108 | 0.8431 |
376
- | 0.2509 | 24.0741 | 650 | 0.7374 | 0.5446 | 0.7374 | 0.8587 |
377
- | 0.2509 | 24.1481 | 652 | 0.7384 | 0.4980 | 0.7384 | 0.8593 |
378
- | 0.2509 | 24.2222 | 654 | 0.7121 | 0.4746 | 0.7121 | 0.8439 |
379
- | 0.2509 | 24.2963 | 656 | 0.7137 | 0.4903 | 0.7137 | 0.8448 |
380
- | 0.2509 | 24.3704 | 658 | 0.7226 | 0.4919 | 0.7226 | 0.8501 |
381
- | 0.2509 | 24.4444 | 660 | 0.7287 | 0.4919 | 0.7287 | 0.8536 |
382
- | 0.2509 | 24.5185 | 662 | 0.7253 | 0.4797 | 0.7253 | 0.8516 |
383
- | 0.2509 | 24.5926 | 664 | 0.7175 | 0.5042 | 0.7175 | 0.8471 |
384
- | 0.2509 | 24.6667 | 666 | 0.7082 | 0.4903 | 0.7082 | 0.8415 |
385
- | 0.2509 | 24.7407 | 668 | 0.7030 | 0.4624 | 0.7030 | 0.8385 |
386
- | 0.2509 | 24.8148 | 670 | 0.7080 | 0.4887 | 0.7080 | 0.8415 |
387
- | 0.2509 | 24.8889 | 672 | 0.7035 | 0.4887 | 0.7035 | 0.8387 |
388
- | 0.2509 | 24.9630 | 674 | 0.7023 | 0.4887 | 0.7023 | 0.8380 |
389
- | 0.2509 | 25.0370 | 676 | 0.6861 | 0.5042 | 0.6861 | 0.8283 |
390
- | 0.2509 | 25.1111 | 678 | 0.6865 | 0.5288 | 0.6865 | 0.8285 |
391
- | 0.2509 | 25.1852 | 680 | 0.6919 | 0.5348 | 0.6919 | 0.8318 |
392
- | 0.2509 | 25.2593 | 682 | 0.6970 | 0.5811 | 0.6970 | 0.8348 |
393
- | 0.2509 | 25.3333 | 684 | 0.7021 | 0.5348 | 0.7021 | 0.8379 |
394
- | 0.2509 | 25.4074 | 686 | 0.7000 | 0.5348 | 0.7000 | 0.8367 |
395
- | 0.2509 | 25.4815 | 688 | 0.6896 | 0.5348 | 0.6896 | 0.8304 |
396
- | 0.2509 | 25.5556 | 690 | 0.6765 | 0.4871 | 0.6765 | 0.8225 |
397
- | 0.2509 | 25.6296 | 692 | 0.6790 | 0.4750 | 0.6790 | 0.8240 |
398
- | 0.2509 | 25.7037 | 694 | 0.6696 | 0.4624 | 0.6696 | 0.8183 |
399
- | 0.2509 | 25.7778 | 696 | 0.6547 | 0.4767 | 0.6547 | 0.8092 |
400
- | 0.2509 | 25.8519 | 698 | 0.6402 | 0.5051 | 0.6402 | 0.8001 |
401
- | 0.2509 | 25.9259 | 700 | 0.6404 | 0.5469 | 0.6404 | 0.8002 |
402
- | 0.2509 | 26.0 | 702 | 0.6414 | 0.5605 | 0.6414 | 0.8009 |
403
- | 0.2509 | 26.0741 | 704 | 0.6366 | 0.5823 | 0.6366 | 0.7979 |
404
- | 0.2509 | 26.1481 | 706 | 0.6349 | 0.6370 | 0.6349 | 0.7968 |
405
- | 0.2509 | 26.2222 | 708 | 0.6458 | 0.6510 | 0.6458 | 0.8036 |
406
- | 0.2509 | 26.2963 | 710 | 0.6594 | 0.6177 | 0.6594 | 0.8121 |
407
- | 0.2509 | 26.3704 | 712 | 0.6856 | 0.6003 | 0.6856 | 0.8280 |
408
- | 0.2509 | 26.4444 | 714 | 0.7019 | 0.5787 | 0.7019 | 0.8378 |
409
- | 0.2509 | 26.5185 | 716 | 0.7041 | 0.5348 | 0.7041 | 0.8391 |
410
- | 0.2509 | 26.5926 | 718 | 0.7101 | 0.5123 | 0.7101 | 0.8427 |
411
- | 0.2509 | 26.6667 | 720 | 0.7527 | 0.4468 | 0.7527 | 0.8676 |
412
- | 0.2509 | 26.7407 | 722 | 0.7500 | 0.4480 | 0.7500 | 0.8660 |
413
- | 0.2509 | 26.8148 | 724 | 0.7269 | 0.4624 | 0.7269 | 0.8526 |
414
- | 0.2509 | 26.8889 | 726 | 0.7119 | 0.4767 | 0.7119 | 0.8438 |
415
- | 0.2509 | 26.9630 | 728 | 0.7029 | 0.4624 | 0.7029 | 0.8384 |
416
- | 0.2509 | 27.0370 | 730 | 0.7136 | 0.5245 | 0.7136 | 0.8448 |
417
- | 0.2509 | 27.1111 | 732 | 0.7495 | 0.4973 | 0.7495 | 0.8657 |
418
- | 0.2509 | 27.1852 | 734 | 0.7342 | 0.4973 | 0.7342 | 0.8569 |
419
- | 0.2509 | 27.2593 | 736 | 0.6967 | 0.5472 | 0.6967 | 0.8347 |
420
- | 0.2509 | 27.3333 | 738 | 0.6815 | 0.5472 | 0.6815 | 0.8256 |
421
- | 0.2509 | 27.4074 | 740 | 0.6855 | 0.5597 | 0.6855 | 0.8280 |
422
- | 0.2509 | 27.4815 | 742 | 0.6991 | 0.5472 | 0.6991 | 0.8361 |
423
- | 0.2509 | 27.5556 | 744 | 0.7032 | 0.5698 | 0.7032 | 0.8386 |
424
- | 0.2509 | 27.6296 | 746 | 0.7166 | 0.5698 | 0.7166 | 0.8465 |
425
- | 0.2509 | 27.7037 | 748 | 0.7226 | 0.5232 | 0.7226 | 0.8501 |
426
- | 0.2509 | 27.7778 | 750 | 0.6969 | 0.5131 | 0.6969 | 0.8348 |
427
- | 0.2509 | 27.8519 | 752 | 0.6800 | 0.6096 | 0.6800 | 0.8247 |
428
- | 0.2509 | 27.9259 | 754 | 0.7052 | 0.5581 | 0.7052 | 0.8398 |
429
- | 0.2509 | 28.0 | 756 | 0.7266 | 0.5012 | 0.7266 | 0.8524 |
430
- | 0.2509 | 28.0741 | 758 | 0.7183 | 0.5242 | 0.7183 | 0.8475 |
431
- | 0.2509 | 28.1481 | 760 | 0.7125 | 0.5486 | 0.7125 | 0.8441 |
432
- | 0.2509 | 28.2222 | 762 | 0.6974 | 0.5226 | 0.6974 | 0.8351 |
433
- | 0.2509 | 28.2963 | 764 | 0.6908 | 0.5361 | 0.6908 | 0.8311 |
434
- | 0.2509 | 28.3704 | 766 | 0.6853 | 0.5910 | 0.6853 | 0.8278 |
435
- | 0.2509 | 28.4444 | 768 | 0.6819 | 0.6118 | 0.6819 | 0.8258 |
436
- | 0.2509 | 28.5185 | 770 | 0.6974 | 0.6276 | 0.6974 | 0.8351 |
437
- | 0.2509 | 28.5926 | 772 | 0.7446 | 0.4541 | 0.7446 | 0.8629 |
438
- | 0.2509 | 28.6667 | 774 | 0.7441 | 0.4273 | 0.7441 | 0.8626 |
439
- | 0.2509 | 28.7407 | 776 | 0.7295 | 0.4638 | 0.7295 | 0.8541 |
440
- | 0.2509 | 28.8148 | 778 | 0.6952 | 0.5692 | 0.6952 | 0.8338 |
441
- | 0.2509 | 28.8889 | 780 | 0.6808 | 0.6510 | 0.6808 | 0.8251 |
442
- | 0.2509 | 28.9630 | 782 | 0.7118 | 0.5267 | 0.7118 | 0.8437 |
443
- | 0.2509 | 29.0370 | 784 | 0.7261 | 0.5267 | 0.7261 | 0.8521 |
444
- | 0.2509 | 29.1111 | 786 | 0.7080 | 0.5964 | 0.7080 | 0.8414 |
445
- | 0.2509 | 29.1852 | 788 | 0.7039 | 0.5572 | 0.7039 | 0.8390 |
446
- | 0.2509 | 29.2593 | 790 | 0.6948 | 0.4855 | 0.6948 | 0.8335 |
447
- | 0.2509 | 29.3333 | 792 | 0.6723 | 0.5303 | 0.6723 | 0.8200 |
448
- | 0.2509 | 29.4074 | 794 | 0.6741 | 0.5318 | 0.6741 | 0.8211 |
449
- | 0.2509 | 29.4815 | 796 | 0.6755 | 0.4941 | 0.6755 | 0.8219 |
450
- | 0.2509 | 29.5556 | 798 | 0.6711 | 0.5303 | 0.6711 | 0.8192 |
451
- | 0.2509 | 29.6296 | 800 | 0.6651 | 0.5784 | 0.6651 | 0.8155 |
452
- | 0.2509 | 29.7037 | 802 | 0.6658 | 0.6465 | 0.6658 | 0.8160 |
453
- | 0.2509 | 29.7778 | 804 | 0.6786 | 0.5937 | 0.6786 | 0.8238 |
454
- | 0.2509 | 29.8519 | 806 | 0.6936 | 0.5477 | 0.6936 | 0.8328 |
455
- | 0.2509 | 29.9259 | 808 | 0.6874 | 0.5259 | 0.6874 | 0.8291 |
456
- | 0.2509 | 30.0 | 810 | 0.6679 | 0.5259 | 0.6679 | 0.8172 |
457
- | 0.2509 | 30.0741 | 812 | 0.6593 | 0.6008 | 0.6593 | 0.8120 |
458
- | 0.2509 | 30.1481 | 814 | 0.6633 | 0.6008 | 0.6633 | 0.8144 |
459
- | 0.2509 | 30.2222 | 816 | 0.6683 | 0.5495 | 0.6683 | 0.8175 |
460
- | 0.2509 | 30.2963 | 818 | 0.6693 | 0.5529 | 0.6693 | 0.8181 |
461
- | 0.2509 | 30.3704 | 820 | 0.6736 | 0.5543 | 0.6736 | 0.8207 |
462
- | 0.2509 | 30.4444 | 822 | 0.6770 | 0.5332 | 0.6770 | 0.8228 |
463
- | 0.2509 | 30.5185 | 824 | 0.6911 | 0.5239 | 0.6911 | 0.8313 |
464
- | 0.2509 | 30.5926 | 826 | 0.7030 | 0.4861 | 0.7030 | 0.8384 |
465
- | 0.2509 | 30.6667 | 828 | 0.6985 | 0.4861 | 0.6985 | 0.8358 |
466
- | 0.2509 | 30.7407 | 830 | 0.6868 | 0.5346 | 0.6868 | 0.8287 |
467
- | 0.2509 | 30.8148 | 832 | 0.6793 | 0.5570 | 0.6793 | 0.8242 |
468
- | 0.2509 | 30.8889 | 834 | 0.7008 | 0.4995 | 0.7008 | 0.8372 |
469
- | 0.2509 | 30.9630 | 836 | 0.7651 | 0.4965 | 0.7651 | 0.8747 |
470
- | 0.2509 | 31.0370 | 838 | 0.7829 | 0.4828 | 0.7829 | 0.8848 |
471
- | 0.2509 | 31.1111 | 840 | 0.7387 | 0.5334 | 0.7387 | 0.8595 |
472
- | 0.2509 | 31.1852 | 842 | 0.6879 | 0.5937 | 0.6879 | 0.8294 |
473
- | 0.2509 | 31.2593 | 844 | 0.6689 | 0.5394 | 0.6689 | 0.8179 |
474
- | 0.2509 | 31.3333 | 846 | 0.6651 | 0.5556 | 0.6651 | 0.8156 |
475
- | 0.2509 | 31.4074 | 848 | 0.6633 | 0.5703 | 0.6633 | 0.8145 |
476
- | 0.2509 | 31.4815 | 850 | 0.6599 | 0.5677 | 0.6599 | 0.8123 |
477
- | 0.2509 | 31.5556 | 852 | 0.6716 | 0.5408 | 0.6716 | 0.8195 |
478
- | 0.2509 | 31.6296 | 854 | 0.6874 | 0.5408 | 0.6874 | 0.8291 |
479
- | 0.2509 | 31.7037 | 856 | 0.6968 | 0.5149 | 0.6968 | 0.8347 |
480
- | 0.2509 | 31.7778 | 858 | 0.6781 | 0.5408 | 0.6781 | 0.8234 |
481
- | 0.2509 | 31.8519 | 860 | 0.6630 | 0.5149 | 0.6630 | 0.8143 |
482
- | 0.2509 | 31.9259 | 862 | 0.6460 | 0.5862 | 0.6460 | 0.8038 |
483
- | 0.2509 | 32.0 | 864 | 0.6352 | 0.5835 | 0.6352 | 0.7970 |
484
- | 0.2509 | 32.0741 | 866 | 0.6371 | 0.6469 | 0.6371 | 0.7982 |
485
- | 0.2509 | 32.1481 | 868 | 0.6764 | 0.6265 | 0.6764 | 0.8224 |
486
- | 0.2509 | 32.2222 | 870 | 0.7679 | 0.5150 | 0.7679 | 0.8763 |
487
- | 0.2509 | 32.2963 | 872 | 0.8463 | 0.4681 | 0.8463 | 0.9199 |
488
- | 0.2509 | 32.3704 | 874 | 0.8333 | 0.4459 | 0.8333 | 0.9128 |
489
- | 0.2509 | 32.4444 | 876 | 0.7690 | 0.5160 | 0.7690 | 0.8769 |
490
- | 0.2509 | 32.5185 | 878 | 0.6849 | 0.6265 | 0.6849 | 0.8276 |
491
- | 0.2509 | 32.5926 | 880 | 0.6288 | 0.5522 | 0.6288 | 0.7930 |
492
- | 0.2509 | 32.6667 | 882 | 0.6261 | 0.5570 | 0.6261 | 0.7913 |
493
- | 0.2509 | 32.7407 | 884 | 0.6297 | 0.5469 | 0.6297 | 0.7935 |
494
- | 0.2509 | 32.8148 | 886 | 0.6252 | 0.5570 | 0.6252 | 0.7907 |
495
- | 0.2509 | 32.8889 | 888 | 0.6309 | 0.5522 | 0.6309 | 0.7943 |
496
- | 0.2509 | 32.9630 | 890 | 0.6818 | 0.6265 | 0.6818 | 0.8257 |
497
- | 0.2509 | 33.0370 | 892 | 0.7528 | 0.5622 | 0.7528 | 0.8677 |
498
- | 0.2509 | 33.1111 | 894 | 0.8463 | 0.4377 | 0.8463 | 0.9200 |
499
- | 0.2509 | 33.1852 | 896 | 0.8686 | 0.4802 | 0.8686 | 0.9320 |
500
- | 0.2509 | 33.2593 | 898 | 0.8474 | 0.4812 | 0.8474 | 0.9205 |
501
- | 0.2509 | 33.3333 | 900 | 0.7767 | 0.5163 | 0.7767 | 0.8813 |
502
- | 0.2509 | 33.4074 | 902 | 0.7306 | 0.5103 | 0.7306 | 0.8548 |
503
- | 0.2509 | 33.4815 | 904 | 0.7268 | 0.5103 | 0.7268 | 0.8525 |
504
- | 0.2509 | 33.5556 | 906 | 0.7123 | 0.4746 | 0.7123 | 0.8440 |
505
- | 0.2509 | 33.6296 | 908 | 0.7024 | 0.5026 | 0.7024 | 0.8381 |
506
- | 0.2509 | 33.7037 | 910 | 0.6992 | 0.5026 | 0.6992 | 0.8362 |
507
- | 0.2509 | 33.7778 | 912 | 0.6928 | 0.4887 | 0.6928 | 0.8324 |
508
- | 0.2509 | 33.8519 | 914 | 0.6833 | 0.5026 | 0.6833 | 0.8266 |
509
- | 0.2509 | 33.9259 | 916 | 0.6921 | 0.4610 | 0.6921 | 0.8319 |
510
- | 0.2509 | 34.0 | 918 | 0.7200 | 0.4593 | 0.7200 | 0.8485 |
511
- | 0.2509 | 34.0741 | 920 | 0.7310 | 0.4593 | 0.7310 | 0.8550 |
512
- | 0.2509 | 34.1481 | 922 | 0.7122 | 0.4593 | 0.7122 | 0.8439 |
513
- | 0.2509 | 34.2222 | 924 | 0.6993 | 0.4730 | 0.6993 | 0.8362 |
514
- | 0.2509 | 34.2963 | 926 | 0.6673 | 0.5149 | 0.6673 | 0.8169 |
515
- | 0.2509 | 34.3704 | 928 | 0.6667 | 0.5550 | 0.6667 | 0.8165 |
516
- | 0.2509 | 34.4444 | 930 | 0.6721 | 0.5149 | 0.6721 | 0.8198 |
517
- | 0.2509 | 34.5185 | 932 | 0.6605 | 0.5177 | 0.6605 | 0.8127 |
518
- | 0.2509 | 34.5926 | 934 | 0.6471 | 0.5677 | 0.6471 | 0.8044 |
519
- | 0.2509 | 34.6667 | 936 | 0.6389 | 0.5677 | 0.6389 | 0.7993 |
520
- | 0.2509 | 34.7407 | 938 | 0.6475 | 0.5677 | 0.6475 | 0.8047 |
521
- | 0.2509 | 34.8148 | 940 | 0.6800 | 0.5627 | 0.6800 | 0.8246 |
522
- | 0.2509 | 34.8889 | 942 | 0.7334 | 0.4728 | 0.7334 | 0.8564 |
523
- | 0.2509 | 34.9630 | 944 | 0.7663 | 0.4352 | 0.7663 | 0.8754 |
524
- | 0.2509 | 35.0370 | 946 | 0.7553 | 0.4728 | 0.7553 | 0.8691 |
525
- | 0.2509 | 35.1111 | 948 | 0.7160 | 0.4729 | 0.7160 | 0.8461 |
526
- | 0.2509 | 35.1852 | 950 | 0.6751 | 0.5640 | 0.6751 | 0.8217 |
527
- | 0.2509 | 35.2593 | 952 | 0.6605 | 0.5165 | 0.6605 | 0.8127 |
528
- | 0.2509 | 35.3333 | 954 | 0.6549 | 0.5564 | 0.6549 | 0.8092 |
529
- | 0.2509 | 35.4074 | 956 | 0.6516 | 0.5440 | 0.6516 | 0.8072 |
530
- | 0.2509 | 35.4815 | 958 | 0.6554 | 0.5677 | 0.6554 | 0.8096 |
531
- | 0.2509 | 35.5556 | 960 | 0.6652 | 0.5862 | 0.6652 | 0.8156 |
532
- | 0.2509 | 35.6296 | 962 | 0.6712 | 0.5640 | 0.6712 | 0.8192 |
533
- | 0.2509 | 35.7037 | 964 | 0.7027 | 0.5127 | 0.7027 | 0.8383 |
534
- | 0.2509 | 35.7778 | 966 | 0.7268 | 0.4995 | 0.7268 | 0.8525 |
535
- | 0.2509 | 35.8519 | 968 | 0.7217 | 0.4988 | 0.7217 | 0.8495 |
536
- | 0.2509 | 35.9259 | 970 | 0.6890 | 0.5989 | 0.6890 | 0.8301 |
537
- | 0.2509 | 36.0 | 972 | 0.6707 | 0.5989 | 0.6707 | 0.8190 |
538
- | 0.2509 | 36.0741 | 974 | 0.6535 | 0.5874 | 0.6535 | 0.8084 |
539
- | 0.2509 | 36.1481 | 976 | 0.6349 | 0.5759 | 0.6349 | 0.7968 |
540
- | 0.2509 | 36.2222 | 978 | 0.6329 | 0.5759 | 0.6329 | 0.7955 |
541
- | 0.2509 | 36.2963 | 980 | 0.6432 | 0.5759 | 0.6432 | 0.8020 |
542
- | 0.2509 | 36.3704 | 982 | 0.6525 | 0.5874 | 0.6525 | 0.8078 |
543
- | 0.2509 | 36.4444 | 984 | 0.6853 | 0.5377 | 0.6853 | 0.8278 |
544
- | 0.2509 | 36.5185 | 986 | 0.7013 | 0.5394 | 0.7013 | 0.8374 |
545
- | 0.2509 | 36.5926 | 988 | 0.7051 | 0.5149 | 0.7051 | 0.8397 |
546
- | 0.2509 | 36.6667 | 990 | 0.6910 | 0.5149 | 0.6910 | 0.8313 |
547
- | 0.2509 | 36.7407 | 992 | 0.6756 | 0.5408 | 0.6756 | 0.8220 |
548
- | 0.2509 | 36.8148 | 994 | 0.6555 | 0.5797 | 0.6555 | 0.8096 |
549
- | 0.2509 | 36.8889 | 996 | 0.6383 | 0.5797 | 0.6383 | 0.7989 |
550
- | 0.2509 | 36.9630 | 998 | 0.6248 | 0.5784 | 0.6248 | 0.7905 |
551
- | 0.0543 | 37.0370 | 1000 | 0.6121 | 0.5983 | 0.6121 | 0.7824 |
552
- | 0.0543 | 37.1111 | 1002 | 0.6094 | 0.6209 | 0.6094 | 0.7807 |
553
- | 0.0543 | 37.1852 | 1004 | 0.6296 | 0.6276 | 0.6296 | 0.7935 |
554
- | 0.0543 | 37.2593 | 1006 | 0.6472 | 0.6276 | 0.6472 | 0.8045 |
555
- | 0.0543 | 37.3333 | 1008 | 0.6917 | 0.5698 | 0.6917 | 0.8317 |
556
- | 0.0543 | 37.4074 | 1010 | 0.7327 | 0.5103 | 0.7327 | 0.8560 |
557
- | 0.0543 | 37.4815 | 1012 | 0.7521 | 0.4597 | 0.7521 | 0.8672 |
558
- | 0.0543 | 37.5556 | 1014 | 0.7602 | 0.4336 | 0.7602 | 0.8719 |
559
- | 0.0543 | 37.6296 | 1016 | 0.7352 | 0.4608 | 0.7352 | 0.8574 |
560
 
561
 
562
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k8_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_k8_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: 0.7458
19
+ - Qwk: 0.5717
20
+ - Mse: 0.7458
21
+ - Rmse: 0.8636
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0714 | 2 | 3.9539 | -0.0232 | 3.9539 | 1.9885 |
53
+ | No log | 0.1429 | 4 | 2.4245 | -0.0512 | 2.4245 | 1.5571 |
54
+ | No log | 0.2143 | 6 | 1.4652 | -0.0078 | 1.4652 | 1.2105 |
55
+ | No log | 0.2857 | 8 | 1.2644 | 0.1085 | 1.2644 | 1.1245 |
56
+ | No log | 0.3571 | 10 | 1.2405 | 0.1261 | 1.2405 | 1.1138 |
57
+ | No log | 0.4286 | 12 | 1.0768 | 0.3439 | 1.0768 | 1.0377 |
58
+ | No log | 0.5 | 14 | 1.3773 | -0.0148 | 1.3773 | 1.1736 |
59
+ | No log | 0.5714 | 16 | 1.6018 | 0.0389 | 1.6018 | 1.2656 |
60
+ | No log | 0.6429 | 18 | 1.4021 | -0.0328 | 1.4021 | 1.1841 |
61
+ | No log | 0.7143 | 20 | 1.0623 | 0.2341 | 1.0623 | 1.0307 |
62
+ | No log | 0.7857 | 22 | 0.9946 | 0.1601 | 0.9946 | 0.9973 |
63
+ | No log | 0.8571 | 24 | 0.9912 | 0.3025 | 0.9912 | 0.9956 |
64
+ | No log | 0.9286 | 26 | 0.9989 | 0.3730 | 0.9989 | 0.9994 |
65
+ | No log | 1.0 | 28 | 1.0475 | 0.2221 | 1.0475 | 1.0235 |
66
+ | No log | 1.0714 | 30 | 1.0726 | 0.1752 | 1.0726 | 1.0357 |
67
+ | No log | 1.1429 | 32 | 1.0677 | 0.1333 | 1.0677 | 1.0333 |
68
+ | No log | 1.2143 | 34 | 1.0794 | 0.1752 | 1.0794 | 1.0389 |
69
+ | No log | 1.2857 | 36 | 1.0397 | 0.1333 | 1.0397 | 1.0197 |
70
+ | No log | 1.3571 | 38 | 1.0907 | 0.2465 | 1.0907 | 1.0444 |
71
+ | No log | 1.4286 | 40 | 1.2004 | 0.1738 | 1.2004 | 1.0956 |
72
+ | No log | 1.5 | 42 | 1.0882 | 0.2343 | 1.0882 | 1.0432 |
73
+ | No log | 1.5714 | 44 | 0.9470 | 0.2316 | 0.9470 | 0.9732 |
74
+ | No log | 1.6429 | 46 | 0.9356 | 0.3528 | 0.9356 | 0.9673 |
75
+ | No log | 1.7143 | 48 | 0.9707 | 0.2503 | 0.9707 | 0.9853 |
76
+ | No log | 1.7857 | 50 | 1.0179 | 0.3028 | 1.0179 | 1.0089 |
77
+ | No log | 1.8571 | 52 | 1.0388 | 0.3107 | 1.0388 | 1.0192 |
78
+ | No log | 1.9286 | 54 | 1.0884 | 0.3056 | 1.0884 | 1.0432 |
79
+ | No log | 2.0 | 56 | 1.0058 | 0.3217 | 1.0058 | 1.0029 |
80
+ | No log | 2.0714 | 58 | 0.9055 | 0.2572 | 0.9055 | 0.9516 |
81
+ | No log | 2.1429 | 60 | 0.9619 | 0.4192 | 0.9619 | 0.9808 |
82
+ | No log | 2.2143 | 62 | 0.9481 | 0.3663 | 0.9481 | 0.9737 |
83
+ | No log | 2.2857 | 64 | 0.9204 | 0.2986 | 0.9204 | 0.9594 |
84
+ | No log | 2.3571 | 66 | 0.9143 | 0.3067 | 0.9143 | 0.9562 |
85
+ | No log | 2.4286 | 68 | 0.9968 | 0.3844 | 0.9968 | 0.9984 |
86
+ | No log | 2.5 | 70 | 1.0137 | 0.3809 | 1.0137 | 1.0068 |
87
+ | No log | 2.5714 | 72 | 0.9621 | 0.4435 | 0.9621 | 0.9809 |
88
+ | No log | 2.6429 | 74 | 1.1374 | 0.4578 | 1.1374 | 1.0665 |
89
+ | No log | 2.7143 | 76 | 1.1673 | 0.4592 | 1.1673 | 1.0804 |
90
+ | No log | 2.7857 | 78 | 1.0311 | 0.4744 | 1.0311 | 1.0154 |
91
+ | No log | 2.8571 | 80 | 0.9612 | 0.4833 | 0.9612 | 0.9804 |
92
+ | No log | 2.9286 | 82 | 1.0207 | 0.4136 | 1.0207 | 1.0103 |
93
+ | No log | 3.0 | 84 | 0.9844 | 0.4672 | 0.9844 | 0.9922 |
94
+ | No log | 3.0714 | 86 | 0.9249 | 0.4138 | 0.9249 | 0.9617 |
95
+ | No log | 3.1429 | 88 | 0.9089 | 0.4181 | 0.9089 | 0.9534 |
96
+ | No log | 3.2143 | 90 | 0.9463 | 0.4034 | 0.9463 | 0.9728 |
97
+ | No log | 3.2857 | 92 | 0.9287 | 0.4006 | 0.9287 | 0.9637 |
98
+ | No log | 3.3571 | 94 | 0.8903 | 0.3521 | 0.8903 | 0.9435 |
99
+ | No log | 3.4286 | 96 | 0.8859 | 0.4076 | 0.8859 | 0.9412 |
100
+ | No log | 3.5 | 98 | 0.8773 | 0.4770 | 0.8773 | 0.9367 |
101
+ | No log | 3.5714 | 100 | 0.8774 | 0.4766 | 0.8774 | 0.9367 |
102
+ | No log | 3.6429 | 102 | 0.9068 | 0.5086 | 0.9068 | 0.9523 |
103
+ | No log | 3.7143 | 104 | 0.9172 | 0.4458 | 0.9172 | 0.9577 |
104
+ | No log | 3.7857 | 106 | 0.9156 | 0.4747 | 0.9156 | 0.9569 |
105
+ | No log | 3.8571 | 108 | 0.9013 | 0.5290 | 0.9013 | 0.9494 |
106
+ | No log | 3.9286 | 110 | 1.0932 | 0.4547 | 1.0932 | 1.0456 |
107
+ | No log | 4.0 | 112 | 1.1948 | 0.3792 | 1.1948 | 1.0931 |
108
+ | No log | 4.0714 | 114 | 1.0372 | 0.5048 | 1.0372 | 1.0184 |
109
+ | No log | 4.1429 | 116 | 0.8619 | 0.5806 | 0.8619 | 0.9284 |
110
+ | No log | 4.2143 | 118 | 1.0057 | 0.4013 | 1.0057 | 1.0028 |
111
+ | No log | 4.2857 | 120 | 0.9879 | 0.4118 | 0.9879 | 0.9939 |
112
+ | No log | 4.3571 | 122 | 0.8434 | 0.3843 | 0.8434 | 0.9184 |
113
+ | No log | 4.4286 | 124 | 0.7727 | 0.5346 | 0.7727 | 0.8791 |
114
+ | No log | 4.5 | 126 | 0.7704 | 0.5746 | 0.7704 | 0.8777 |
115
+ | No log | 4.5714 | 128 | 0.8005 | 0.5412 | 0.8005 | 0.8947 |
116
+ | No log | 4.6429 | 130 | 0.7824 | 0.5859 | 0.7824 | 0.8845 |
117
+ | No log | 4.7143 | 132 | 0.8463 | 0.4480 | 0.8463 | 0.9199 |
118
+ | No log | 4.7857 | 134 | 0.8596 | 0.4590 | 0.8596 | 0.9271 |
119
+ | No log | 4.8571 | 136 | 0.7894 | 0.6046 | 0.7894 | 0.8885 |
120
+ | No log | 4.9286 | 138 | 0.8493 | 0.5518 | 0.8493 | 0.9216 |
121
+ | No log | 5.0 | 140 | 0.8850 | 0.5726 | 0.8850 | 0.9407 |
122
+ | No log | 5.0714 | 142 | 0.8480 | 0.5523 | 0.8480 | 0.9208 |
123
+ | No log | 5.1429 | 144 | 0.8924 | 0.4125 | 0.8924 | 0.9447 |
124
+ | No log | 5.2143 | 146 | 0.9788 | 0.4334 | 0.9788 | 0.9893 |
125
+ | No log | 5.2857 | 148 | 0.9531 | 0.3735 | 0.9531 | 0.9763 |
126
+ | No log | 5.3571 | 150 | 0.9534 | 0.4171 | 0.9534 | 0.9764 |
127
+ | No log | 5.4286 | 152 | 0.9423 | 0.4543 | 0.9423 | 0.9707 |
128
+ | No log | 5.5 | 154 | 0.9392 | 0.4181 | 0.9392 | 0.9691 |
129
+ | No log | 5.5714 | 156 | 0.9582 | 0.4386 | 0.9582 | 0.9789 |
130
+ | No log | 5.6429 | 158 | 0.8330 | 0.5093 | 0.8330 | 0.9127 |
131
+ | No log | 5.7143 | 160 | 0.8001 | 0.5188 | 0.8001 | 0.8945 |
132
+ | No log | 5.7857 | 162 | 0.8226 | 0.4962 | 0.8226 | 0.9070 |
133
+ | No log | 5.8571 | 164 | 0.7613 | 0.4923 | 0.7613 | 0.8725 |
134
+ | No log | 5.9286 | 166 | 0.7455 | 0.5361 | 0.7455 | 0.8634 |
135
+ | No log | 6.0 | 168 | 0.7505 | 0.5346 | 0.7505 | 0.8663 |
136
+ | No log | 6.0714 | 170 | 0.7688 | 0.5093 | 0.7688 | 0.8768 |
137
+ | No log | 6.1429 | 172 | 0.7453 | 0.5346 | 0.7453 | 0.8633 |
138
+ | No log | 6.2143 | 174 | 0.7305 | 0.5234 | 0.7305 | 0.8547 |
139
+ | No log | 6.2857 | 176 | 0.7501 | 0.5606 | 0.7501 | 0.8661 |
140
+ | No log | 6.3571 | 178 | 0.8473 | 0.5729 | 0.8473 | 0.9205 |
141
+ | No log | 6.4286 | 180 | 0.8441 | 0.5835 | 0.8441 | 0.9187 |
142
+ | No log | 6.5 | 182 | 0.7560 | 0.5261 | 0.7560 | 0.8695 |
143
+ | No log | 6.5714 | 184 | 0.8293 | 0.4388 | 0.8293 | 0.9107 |
144
+ | No log | 6.6429 | 186 | 0.8230 | 0.4388 | 0.8230 | 0.9072 |
145
+ | No log | 6.7143 | 188 | 0.7524 | 0.5361 | 0.7524 | 0.8674 |
146
+ | No log | 6.7857 | 190 | 0.8168 | 0.4529 | 0.8168 | 0.9038 |
147
+ | No log | 6.8571 | 192 | 0.8288 | 0.5462 | 0.8288 | 0.9104 |
148
+ | No log | 6.9286 | 194 | 0.7712 | 0.5435 | 0.7712 | 0.8782 |
149
+ | No log | 7.0 | 196 | 0.7368 | 0.6278 | 0.7368 | 0.8584 |
150
+ | No log | 7.0714 | 198 | 0.7158 | 0.5979 | 0.7158 | 0.8460 |
151
+ | No log | 7.1429 | 200 | 0.7137 | 0.5722 | 0.7137 | 0.8448 |
152
+ | No log | 7.2143 | 202 | 0.7145 | 0.5614 | 0.7145 | 0.8453 |
153
+ | No log | 7.2857 | 204 | 0.7051 | 0.5648 | 0.7051 | 0.8397 |
154
+ | No log | 7.3571 | 206 | 0.7168 | 0.5523 | 0.7168 | 0.8466 |
155
+ | No log | 7.4286 | 208 | 0.7190 | 0.5721 | 0.7190 | 0.8479 |
156
+ | No log | 7.5 | 210 | 0.7365 | 0.4853 | 0.7365 | 0.8582 |
157
+ | No log | 7.5714 | 212 | 0.7536 | 0.5482 | 0.7536 | 0.8681 |
158
+ | No log | 7.6429 | 214 | 0.7051 | 0.5304 | 0.7051 | 0.8397 |
159
+ | No log | 7.7143 | 216 | 0.7144 | 0.6393 | 0.7144 | 0.8452 |
160
+ | No log | 7.7857 | 218 | 0.8613 | 0.6043 | 0.8613 | 0.9281 |
161
+ | No log | 7.8571 | 220 | 0.9266 | 0.5647 | 0.9266 | 0.9626 |
162
+ | No log | 7.9286 | 222 | 0.8327 | 0.6263 | 0.8327 | 0.9125 |
163
+ | No log | 8.0 | 224 | 0.7742 | 0.5685 | 0.7742 | 0.8799 |
164
+ | No log | 8.0714 | 226 | 0.8119 | 0.4933 | 0.8119 | 0.9011 |
165
+ | No log | 8.1429 | 228 | 0.8067 | 0.5234 | 0.8067 | 0.8982 |
166
+ | No log | 8.2143 | 230 | 0.7272 | 0.5213 | 0.7272 | 0.8528 |
167
+ | No log | 8.2857 | 232 | 0.7204 | 0.5635 | 0.7204 | 0.8488 |
168
+ | No log | 8.3571 | 234 | 0.7335 | 0.4826 | 0.7335 | 0.8564 |
169
+ | No log | 8.4286 | 236 | 0.6998 | 0.5622 | 0.6998 | 0.8365 |
170
+ | No log | 8.5 | 238 | 0.7363 | 0.5197 | 0.7363 | 0.8581 |
171
+ | No log | 8.5714 | 240 | 0.7410 | 0.5410 | 0.7410 | 0.8608 |
172
+ | No log | 8.6429 | 242 | 0.6956 | 0.5463 | 0.6956 | 0.8340 |
173
+ | No log | 8.7143 | 244 | 0.7024 | 0.5724 | 0.7024 | 0.8381 |
174
+ | No log | 8.7857 | 246 | 0.7172 | 0.5703 | 0.7172 | 0.8469 |
175
+ | No log | 8.8571 | 248 | 0.7103 | 0.5463 | 0.7103 | 0.8428 |
176
+ | No log | 8.9286 | 250 | 0.7268 | 0.5522 | 0.7268 | 0.8525 |
177
+ | No log | 9.0 | 252 | 0.7213 | 0.4975 | 0.7213 | 0.8493 |
178
+ | No log | 9.0714 | 254 | 0.7445 | 0.5622 | 0.7445 | 0.8628 |
179
+ | No log | 9.1429 | 256 | 0.8301 | 0.4864 | 0.8301 | 0.9111 |
180
+ | No log | 9.2143 | 258 | 0.8473 | 0.5011 | 0.8473 | 0.9205 |
181
+ | No log | 9.2857 | 260 | 0.7936 | 0.4691 | 0.7936 | 0.8908 |
182
+ | No log | 9.3571 | 262 | 0.7883 | 0.4741 | 0.7883 | 0.8879 |
183
+ | No log | 9.4286 | 264 | 0.7922 | 0.4755 | 0.7922 | 0.8900 |
184
+ | No log | 9.5 | 266 | 0.7921 | 0.5343 | 0.7921 | 0.8900 |
185
+ | No log | 9.5714 | 268 | 0.7909 | 0.4546 | 0.7909 | 0.8893 |
186
+ | No log | 9.6429 | 270 | 0.7807 | 0.5913 | 0.7807 | 0.8836 |
187
+ | No log | 9.7143 | 272 | 0.7545 | 0.5701 | 0.7545 | 0.8686 |
188
+ | No log | 9.7857 | 274 | 0.7325 | 0.5820 | 0.7325 | 0.8558 |
189
+ | No log | 9.8571 | 276 | 0.7157 | 0.5614 | 0.7157 | 0.8460 |
190
+ | No log | 9.9286 | 278 | 0.7095 | 0.5614 | 0.7095 | 0.8423 |
191
+ | No log | 10.0 | 280 | 0.7154 | 0.5635 | 0.7154 | 0.8458 |
192
+ | No log | 10.0714 | 282 | 0.7110 | 0.5635 | 0.7110 | 0.8432 |
193
+ | No log | 10.1429 | 284 | 0.7113 | 0.5820 | 0.7113 | 0.8434 |
194
+ | No log | 10.2143 | 286 | 0.7147 | 0.5845 | 0.7147 | 0.8454 |
195
+ | No log | 10.2857 | 288 | 0.7176 | 0.5635 | 0.7176 | 0.8471 |
196
+ | No log | 10.3571 | 290 | 0.7268 | 0.5635 | 0.7268 | 0.8525 |
197
+ | No log | 10.4286 | 292 | 0.7386 | 0.5236 | 0.7386 | 0.8594 |
198
+ | No log | 10.5 | 294 | 0.7539 | 0.5635 | 0.7539 | 0.8683 |
199
+ | No log | 10.5714 | 296 | 0.8801 | 0.5607 | 0.8801 | 0.9381 |
200
+ | No log | 10.6429 | 298 | 0.8865 | 0.5719 | 0.8865 | 0.9415 |
201
+ | No log | 10.7143 | 300 | 0.7917 | 0.5530 | 0.7917 | 0.8898 |
202
+ | No log | 10.7857 | 302 | 0.7443 | 0.4661 | 0.7443 | 0.8627 |
203
+ | No log | 10.8571 | 304 | 0.7617 | 0.4982 | 0.7617 | 0.8727 |
204
+ | No log | 10.9286 | 306 | 0.7333 | 0.5024 | 0.7333 | 0.8563 |
205
+ | No log | 11.0 | 308 | 0.7521 | 0.5854 | 0.7521 | 0.8673 |
206
+ | No log | 11.0714 | 310 | 0.7683 | 0.5854 | 0.7683 | 0.8765 |
207
+ | No log | 11.1429 | 312 | 0.7578 | 0.5693 | 0.7578 | 0.8705 |
208
+ | No log | 11.2143 | 314 | 0.7746 | 0.6225 | 0.7746 | 0.8801 |
209
+ | No log | 11.2857 | 316 | 0.7581 | 0.6032 | 0.7581 | 0.8707 |
210
+ | No log | 11.3571 | 318 | 0.7335 | 0.5212 | 0.7335 | 0.8565 |
211
+ | No log | 11.4286 | 320 | 0.7286 | 0.5422 | 0.7286 | 0.8536 |
212
+ | No log | 11.5 | 322 | 0.7195 | 0.5438 | 0.7195 | 0.8482 |
213
+ | No log | 11.5714 | 324 | 0.7219 | 0.5199 | 0.7219 | 0.8496 |
214
+ | No log | 11.6429 | 326 | 0.7073 | 0.5199 | 0.7073 | 0.8410 |
215
+ | No log | 11.7143 | 328 | 0.6878 | 0.5439 | 0.6878 | 0.8293 |
216
+ | No log | 11.7857 | 330 | 0.6964 | 0.5712 | 0.6964 | 0.8345 |
217
+ | No log | 11.8571 | 332 | 0.7503 | 0.5247 | 0.7503 | 0.8662 |
218
+ | No log | 11.9286 | 334 | 0.7685 | 0.5490 | 0.7685 | 0.8767 |
219
+ | No log | 12.0 | 336 | 0.7036 | 0.5932 | 0.7036 | 0.8388 |
220
+ | No log | 12.0714 | 338 | 0.6811 | 0.5722 | 0.6811 | 0.8253 |
221
+ | No log | 12.1429 | 340 | 0.6707 | 0.5009 | 0.6707 | 0.8189 |
222
+ | No log | 12.2143 | 342 | 0.7255 | 0.6278 | 0.7255 | 0.8518 |
223
+ | No log | 12.2857 | 344 | 0.7405 | 0.5963 | 0.7405 | 0.8605 |
224
+ | No log | 12.3571 | 346 | 0.6915 | 0.6529 | 0.6915 | 0.8316 |
225
+ | No log | 12.4286 | 348 | 0.6680 | 0.5274 | 0.6680 | 0.8173 |
226
+ | No log | 12.5 | 350 | 0.6565 | 0.5402 | 0.6565 | 0.8103 |
227
+ | No log | 12.5714 | 352 | 0.6553 | 0.5480 | 0.6553 | 0.8095 |
228
+ | No log | 12.6429 | 354 | 0.6595 | 0.5690 | 0.6595 | 0.8121 |
229
+ | No log | 12.7143 | 356 | 0.6854 | 0.5192 | 0.6854 | 0.8279 |
230
+ | No log | 12.7857 | 358 | 0.7814 | 0.5235 | 0.7814 | 0.8840 |
231
+ | No log | 12.8571 | 360 | 0.8465 | 0.6047 | 0.8465 | 0.9201 |
232
+ | No log | 12.9286 | 362 | 0.7649 | 0.5458 | 0.7649 | 0.8746 |
233
+ | No log | 13.0 | 364 | 0.7157 | 0.5551 | 0.7157 | 0.8460 |
234
+ | No log | 13.0714 | 366 | 0.7350 | 0.6225 | 0.7350 | 0.8573 |
235
+ | No log | 13.1429 | 368 | 0.7369 | 0.6060 | 0.7369 | 0.8584 |
236
+ | No log | 13.2143 | 370 | 0.7297 | 0.5854 | 0.7297 | 0.8542 |
237
+ | No log | 13.2857 | 372 | 0.7206 | 0.5843 | 0.7206 | 0.8489 |
238
+ | No log | 13.3571 | 374 | 0.7221 | 0.5599 | 0.7221 | 0.8498 |
239
+ | No log | 13.4286 | 376 | 0.7122 | 0.5329 | 0.7122 | 0.8439 |
240
+ | No log | 13.5 | 378 | 0.7244 | 0.5522 | 0.7244 | 0.8511 |
241
+ | No log | 13.5714 | 380 | 0.7184 | 0.5316 | 0.7184 | 0.8476 |
242
+ | No log | 13.6429 | 382 | 0.7221 | 0.5662 | 0.7221 | 0.8498 |
243
+ | No log | 13.7143 | 384 | 0.7324 | 0.5662 | 0.7324 | 0.8558 |
244
+ | No log | 13.7857 | 386 | 0.7456 | 0.5832 | 0.7456 | 0.8635 |
245
+ | No log | 13.8571 | 388 | 0.7423 | 0.5933 | 0.7423 | 0.8616 |
246
+ | No log | 13.9286 | 390 | 0.7295 | 0.5446 | 0.7295 | 0.8541 |
247
+ | No log | 14.0 | 392 | 0.7272 | 0.5722 | 0.7272 | 0.8527 |
248
+ | No log | 14.0714 | 394 | 0.7361 | 0.5375 | 0.7361 | 0.8579 |
249
+ | No log | 14.1429 | 396 | 0.7628 | 0.5234 | 0.7628 | 0.8734 |
250
+ | No log | 14.2143 | 398 | 0.7860 | 0.4962 | 0.7860 | 0.8866 |
251
+ | No log | 14.2857 | 400 | 0.7892 | 0.5626 | 0.7892 | 0.8884 |
252
+ | No log | 14.3571 | 402 | 0.7570 | 0.5540 | 0.7570 | 0.8701 |
253
+ | No log | 14.4286 | 404 | 0.7503 | 0.5505 | 0.7503 | 0.8662 |
254
+ | No log | 14.5 | 406 | 0.7700 | 0.5190 | 0.7700 | 0.8775 |
255
+ | No log | 14.5714 | 408 | 0.8516 | 0.5440 | 0.8516 | 0.9228 |
256
+ | No log | 14.6429 | 410 | 0.8170 | 0.5339 | 0.8170 | 0.9039 |
257
+ | No log | 14.7143 | 412 | 0.7519 | 0.5412 | 0.7519 | 0.8671 |
258
+ | No log | 14.7857 | 414 | 0.7438 | 0.5419 | 0.7438 | 0.8624 |
259
+ | No log | 14.8571 | 416 | 0.7488 | 0.5419 | 0.7488 | 0.8653 |
260
+ | No log | 14.9286 | 418 | 0.7557 | 0.5626 | 0.7557 | 0.8693 |
261
+ | No log | 15.0 | 420 | 0.8785 | 0.5937 | 0.8785 | 0.9373 |
262
+ | No log | 15.0714 | 422 | 0.9946 | 0.4104 | 0.9946 | 0.9973 |
263
+ | No log | 15.1429 | 424 | 0.9539 | 0.4764 | 0.9539 | 0.9767 |
264
+ | No log | 15.2143 | 426 | 0.8330 | 0.4238 | 0.8330 | 0.9127 |
265
+ | No log | 15.2857 | 428 | 0.7528 | 0.5373 | 0.7528 | 0.8677 |
266
+ | No log | 15.3571 | 430 | 0.7866 | 0.5081 | 0.7866 | 0.8869 |
267
+ | No log | 15.4286 | 432 | 0.7878 | 0.5422 | 0.7878 | 0.8876 |
268
+ | No log | 15.5 | 434 | 0.7838 | 0.5480 | 0.7838 | 0.8853 |
269
+ | No log | 15.5714 | 436 | 0.8219 | 0.5300 | 0.8219 | 0.9066 |
270
+ | No log | 15.6429 | 438 | 0.8273 | 0.5483 | 0.8273 | 0.9095 |
271
+ | No log | 15.7143 | 440 | 0.8249 | 0.4889 | 0.8249 | 0.9082 |
272
+ | No log | 15.7857 | 442 | 0.8600 | 0.4020 | 0.8600 | 0.9274 |
273
+ | No log | 15.8571 | 444 | 0.8679 | 0.4335 | 0.8679 | 0.9316 |
274
+ | No log | 15.9286 | 446 | 0.8571 | 0.4191 | 0.8571 | 0.9258 |
275
+ | No log | 16.0 | 448 | 0.8249 | 0.5317 | 0.8249 | 0.9083 |
276
+ | No log | 16.0714 | 450 | 0.8002 | 0.4661 | 0.8002 | 0.8945 |
277
+ | No log | 16.1429 | 452 | 0.7953 | 0.4810 | 0.7953 | 0.8918 |
278
+ | No log | 16.2143 | 454 | 0.7870 | 0.5415 | 0.7870 | 0.8871 |
279
+ | No log | 16.2857 | 456 | 0.7727 | 0.5370 | 0.7727 | 0.8790 |
280
+ | No log | 16.3571 | 458 | 0.7664 | 0.5370 | 0.7664 | 0.8755 |
281
+ | No log | 16.4286 | 460 | 0.7703 | 0.5505 | 0.7703 | 0.8776 |
282
+ | No log | 16.5 | 462 | 0.7668 | 0.5575 | 0.7668 | 0.8756 |
283
+ | No log | 16.5714 | 464 | 0.7676 | 0.5557 | 0.7676 | 0.8761 |
284
+ | No log | 16.6429 | 466 | 0.7704 | 0.5226 | 0.7704 | 0.8777 |
285
+ | No log | 16.7143 | 468 | 0.7778 | 0.5919 | 0.7778 | 0.8819 |
286
+ | No log | 16.7857 | 470 | 0.8100 | 0.6009 | 0.8100 | 0.9000 |
287
+ | No log | 16.8571 | 472 | 0.8025 | 0.6194 | 0.8025 | 0.8958 |
288
+ | No log | 16.9286 | 474 | 0.7579 | 0.5989 | 0.7579 | 0.8706 |
289
+ | No log | 17.0 | 476 | 0.7576 | 0.4889 | 0.7576 | 0.8704 |
290
+ | No log | 17.0714 | 478 | 0.7779 | 0.5085 | 0.7779 | 0.8820 |
291
+ | No log | 17.1429 | 480 | 0.7596 | 0.5206 | 0.7596 | 0.8716 |
292
+ | No log | 17.2143 | 482 | 0.7468 | 0.6139 | 0.7468 | 0.8642 |
293
+ | No log | 17.2857 | 484 | 0.7938 | 0.6056 | 0.7938 | 0.8910 |
294
+ | No log | 17.3571 | 486 | 0.8428 | 0.5895 | 0.8428 | 0.9181 |
295
+ | No log | 17.4286 | 488 | 0.7893 | 0.6249 | 0.7893 | 0.8884 |
296
+ | No log | 17.5 | 490 | 0.7242 | 0.6035 | 0.7242 | 0.8510 |
297
+ | No log | 17.5714 | 492 | 0.7367 | 0.5422 | 0.7367 | 0.8583 |
298
+ | No log | 17.6429 | 494 | 0.7774 | 0.5482 | 0.7774 | 0.8817 |
299
+ | No log | 17.7143 | 496 | 0.7662 | 0.5494 | 0.7662 | 0.8753 |
300
+ | No log | 17.7857 | 498 | 0.7147 | 0.5763 | 0.7147 | 0.8454 |
301
+ | 0.2464 | 17.8571 | 500 | 0.7090 | 0.5964 | 0.7090 | 0.8420 |
302
+ | 0.2464 | 17.9286 | 502 | 0.7065 | 0.6185 | 0.7065 | 0.8406 |
303
+ | 0.2464 | 18.0 | 504 | 0.6787 | 0.5851 | 0.6787 | 0.8238 |
304
+ | 0.2464 | 18.0714 | 506 | 0.7194 | 0.5291 | 0.7194 | 0.8482 |
305
+ | 0.2464 | 18.1429 | 508 | 0.7559 | 0.6099 | 0.7559 | 0.8694 |
306
+ | 0.2464 | 18.2143 | 510 | 0.7145 | 0.6082 | 0.7145 | 0.8453 |
307
+ | 0.2464 | 18.2857 | 512 | 0.6888 | 0.5213 | 0.6888 | 0.8299 |
308
+ | 0.2464 | 18.3571 | 514 | 0.6965 | 0.5212 | 0.6965 | 0.8346 |
309
+ | 0.2464 | 18.4286 | 516 | 0.6946 | 0.5443 | 0.6946 | 0.8334 |
310
+ | 0.2464 | 18.5 | 518 | 0.7042 | 0.5692 | 0.7042 | 0.8392 |
311
+ | 0.2464 | 18.5714 | 520 | 0.7458 | 0.5717 | 0.7458 | 0.8636 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
312
 
313
 
314
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