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ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k5_task5_organization

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  1. README.md +287 -518
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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_FineTuningAraBERT_run1_AugV5_k4_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_FineTuningAraBERT_run1_AugV5_k4_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: 0.5480
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- - Qwk: 0.6167
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- - Mse: 0.5480
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- - Rmse: 0.7402
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  ## Model description
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@@ -49,518 +49,287 @@ 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 | 0.1538 | 2 | 3.8113 | -0.0347 | 3.8113 | 1.9523 |
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- | No log | 0.3077 | 4 | 2.1127 | 0.0440 | 2.1127 | 1.4535 |
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- | No log | 0.4615 | 6 | 1.3395 | 0.0232 | 1.3395 | 1.1574 |
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- | No log | 0.6154 | 8 | 1.0519 | 0.2692 | 1.0519 | 1.0256 |
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- | No log | 0.7692 | 10 | 1.0227 | 0.3117 | 1.0227 | 1.0113 |
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- | No log | 0.9231 | 12 | 1.0832 | 0.2004 | 1.0832 | 1.0408 |
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- | No log | 1.0769 | 14 | 1.3264 | 0.0 | 1.3264 | 1.1517 |
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- | No log | 1.2308 | 16 | 1.3362 | 0.0 | 1.3362 | 1.1560 |
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- | No log | 1.3846 | 18 | 1.2685 | 0.0380 | 1.2685 | 1.1263 |
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- | No log | 1.5385 | 20 | 1.0438 | 0.2758 | 1.0438 | 1.0217 |
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- | No log | 1.6923 | 22 | 0.9944 | 0.2991 | 0.9944 | 0.9972 |
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- | No log | 1.8462 | 24 | 1.0625 | 0.3082 | 1.0625 | 1.0308 |
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- | No log | 2.0 | 26 | 1.4829 | 0.0380 | 1.4829 | 1.2177 |
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- | No log | 2.1538 | 28 | 1.7745 | 0.0307 | 1.7745 | 1.3321 |
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- | No log | 2.3077 | 30 | 1.5788 | 0.0057 | 1.5788 | 1.2565 |
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- | No log | 2.4615 | 32 | 1.1120 | 0.1324 | 1.1120 | 1.0545 |
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- | No log | 2.6154 | 34 | 0.7925 | 0.4285 | 0.7925 | 0.8902 |
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- | No log | 2.7692 | 36 | 0.7190 | 0.5394 | 0.7190 | 0.8479 |
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- | No log | 2.9231 | 38 | 0.7154 | 0.5455 | 0.7154 | 0.8458 |
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- | No log | 3.0769 | 40 | 0.7086 | 0.5257 | 0.7086 | 0.8418 |
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- | No log | 3.2308 | 42 | 0.6254 | 0.5302 | 0.6254 | 0.7908 |
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- | No log | 3.3846 | 44 | 0.6547 | 0.5084 | 0.6547 | 0.8091 |
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- | No log | 3.5385 | 46 | 0.6634 | 0.4838 | 0.6634 | 0.8145 |
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- | No log | 3.6923 | 48 | 0.6474 | 0.5847 | 0.6474 | 0.8046 |
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- | No log | 3.8462 | 50 | 0.6521 | 0.5644 | 0.6521 | 0.8075 |
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- | No log | 4.0 | 52 | 0.6578 | 0.6133 | 0.6578 | 0.8111 |
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- | No log | 4.1538 | 54 | 0.6771 | 0.6045 | 0.6771 | 0.8228 |
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- | No log | 4.3077 | 56 | 0.6838 | 0.5274 | 0.6838 | 0.8269 |
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- | No log | 4.4615 | 58 | 0.7704 | 0.5674 | 0.7704 | 0.8778 |
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- | No log | 4.6154 | 60 | 0.7338 | 0.5192 | 0.7338 | 0.8566 |
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- | No log | 4.7692 | 62 | 0.6671 | 0.6280 | 0.6671 | 0.8168 |
83
- | No log | 4.9231 | 64 | 0.6709 | 0.6353 | 0.6709 | 0.8191 |
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- | No log | 5.0769 | 66 | 0.6299 | 0.6073 | 0.6299 | 0.7937 |
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- | No log | 5.2308 | 68 | 0.6483 | 0.6424 | 0.6483 | 0.8052 |
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- | No log | 5.3846 | 70 | 1.0107 | 0.5101 | 1.0107 | 1.0053 |
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- | No log | 5.5385 | 72 | 1.0135 | 0.5178 | 1.0135 | 1.0067 |
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- | No log | 5.6923 | 74 | 0.7726 | 0.6083 | 0.7726 | 0.8789 |
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- | No log | 5.8462 | 76 | 0.6243 | 0.6470 | 0.6243 | 0.7901 |
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- | No log | 6.0 | 78 | 0.6448 | 0.5392 | 0.6448 | 0.8030 |
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- | No log | 6.1538 | 80 | 0.6402 | 0.6419 | 0.6402 | 0.8001 |
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- | No log | 6.3077 | 82 | 0.6285 | 0.6111 | 0.6285 | 0.7928 |
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- | No log | 6.4615 | 84 | 0.7720 | 0.6397 | 0.7720 | 0.8786 |
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- | No log | 6.6154 | 86 | 0.9906 | 0.5665 | 0.9906 | 0.9953 |
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- | No log | 6.7692 | 88 | 0.9480 | 0.5665 | 0.9480 | 0.9736 |
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- | No log | 6.9231 | 90 | 0.7748 | 0.6091 | 0.7748 | 0.8802 |
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- | No log | 7.0769 | 92 | 0.6553 | 0.5991 | 0.6553 | 0.8095 |
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- | No log | 7.2308 | 94 | 0.6787 | 0.6434 | 0.6787 | 0.8238 |
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- | No log | 7.3846 | 96 | 0.6882 | 0.6459 | 0.6882 | 0.8296 |
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- | No log | 7.5385 | 98 | 0.6246 | 0.6263 | 0.6246 | 0.7903 |
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- | No log | 7.6923 | 100 | 0.6583 | 0.6551 | 0.6583 | 0.8114 |
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- | No log | 7.8462 | 102 | 0.7492 | 0.6722 | 0.7492 | 0.8656 |
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- | No log | 8.0 | 104 | 0.7286 | 0.6173 | 0.7286 | 0.8536 |
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- | No log | 8.1538 | 106 | 0.6224 | 0.5650 | 0.6224 | 0.7889 |
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- | No log | 8.3077 | 108 | 0.5970 | 0.5773 | 0.5970 | 0.7727 |
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- | No log | 8.4615 | 110 | 0.6201 | 0.6272 | 0.6201 | 0.7875 |
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- | No log | 8.6154 | 112 | 0.6240 | 0.6196 | 0.6240 | 0.7900 |
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- | No log | 8.7692 | 114 | 0.6302 | 0.6196 | 0.6302 | 0.7939 |
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- | No log | 8.9231 | 116 | 0.6291 | 0.6094 | 0.6291 | 0.7932 |
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- | No log | 9.0769 | 118 | 0.6238 | 0.6263 | 0.6238 | 0.7898 |
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- | No log | 9.2308 | 120 | 0.6699 | 0.6756 | 0.6699 | 0.8184 |
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- | No log | 9.3846 | 122 | 0.6912 | 0.6492 | 0.6912 | 0.8314 |
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- | No log | 9.5385 | 124 | 0.7358 | 0.6595 | 0.7358 | 0.8578 |
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- | No log | 9.6923 | 126 | 0.7288 | 0.6468 | 0.7288 | 0.8537 |
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- | No log | 9.8462 | 128 | 0.6624 | 0.6289 | 0.6624 | 0.8139 |
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- | No log | 10.0 | 130 | 0.6764 | 0.6260 | 0.6764 | 0.8224 |
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- | No log | 10.1538 | 132 | 0.6869 | 0.6094 | 0.6869 | 0.8288 |
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- | No log | 10.3077 | 134 | 0.7065 | 0.6433 | 0.7065 | 0.8405 |
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- | No log | 10.4615 | 136 | 0.7007 | 0.6718 | 0.7007 | 0.8371 |
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- | No log | 10.6154 | 138 | 0.6476 | 0.5935 | 0.6476 | 0.8048 |
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- | No log | 10.7692 | 140 | 0.6708 | 0.5905 | 0.6708 | 0.8190 |
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- | No log | 10.9231 | 142 | 0.6546 | 0.6406 | 0.6546 | 0.8091 |
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- | No log | 11.0769 | 144 | 0.6509 | 0.6445 | 0.6509 | 0.8068 |
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- | No log | 11.2308 | 146 | 0.6791 | 0.6826 | 0.6791 | 0.8240 |
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- | No log | 11.3846 | 148 | 0.6676 | 0.6753 | 0.6676 | 0.8170 |
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- | No log | 11.5385 | 150 | 0.6524 | 0.6846 | 0.6524 | 0.8077 |
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- | No log | 11.6923 | 152 | 0.6442 | 0.5925 | 0.6442 | 0.8026 |
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- | No log | 11.8462 | 154 | 0.6306 | 0.6233 | 0.6306 | 0.7941 |
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- | No log | 12.0 | 156 | 0.6249 | 0.5909 | 0.6249 | 0.7905 |
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- | No log | 12.1538 | 158 | 0.6217 | 0.5725 | 0.6217 | 0.7885 |
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- | No log | 12.3077 | 160 | 0.6182 | 0.5975 | 0.6182 | 0.7863 |
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- | No log | 12.4615 | 162 | 0.6314 | 0.5830 | 0.6314 | 0.7946 |
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- | No log | 12.6154 | 164 | 0.6444 | 0.5933 | 0.6444 | 0.8028 |
134
- | No log | 12.7692 | 166 | 0.6088 | 0.5975 | 0.6088 | 0.7803 |
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- | No log | 12.9231 | 168 | 0.6436 | 0.6773 | 0.6436 | 0.8023 |
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- | No log | 13.0769 | 170 | 0.7827 | 0.6304 | 0.7827 | 0.8847 |
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- | No log | 13.2308 | 172 | 0.8034 | 0.6573 | 0.8034 | 0.8963 |
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- | No log | 13.3846 | 174 | 0.7083 | 0.6773 | 0.7083 | 0.8416 |
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- | No log | 13.5385 | 176 | 0.6317 | 0.6177 | 0.6317 | 0.7948 |
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- | No log | 13.6923 | 178 | 0.6493 | 0.6189 | 0.6493 | 0.8058 |
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- | No log | 13.8462 | 180 | 0.6236 | 0.6071 | 0.6236 | 0.7897 |
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- | No log | 14.0 | 182 | 0.5932 | 0.5862 | 0.5932 | 0.7702 |
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- | No log | 14.1538 | 184 | 0.6102 | 0.4781 | 0.6102 | 0.7811 |
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- | No log | 14.3077 | 186 | 0.5880 | 0.5388 | 0.5880 | 0.7668 |
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- | No log | 14.4615 | 188 | 0.5851 | 0.6011 | 0.5851 | 0.7649 |
146
- | No log | 14.6154 | 190 | 0.6358 | 0.6911 | 0.6358 | 0.7974 |
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- | No log | 14.7692 | 192 | 0.6826 | 0.7068 | 0.6826 | 0.8262 |
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- | No log | 14.9231 | 194 | 0.6989 | 0.6659 | 0.6989 | 0.8360 |
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- | No log | 15.0769 | 196 | 0.7437 | 0.7085 | 0.7437 | 0.8624 |
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- | No log | 15.2308 | 198 | 0.7962 | 0.5943 | 0.7962 | 0.8923 |
151
- | No log | 15.3846 | 200 | 0.8070 | 0.5654 | 0.8070 | 0.8983 |
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- | No log | 15.5385 | 202 | 0.7734 | 0.5783 | 0.7734 | 0.8795 |
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- | No log | 15.6923 | 204 | 0.6961 | 0.6934 | 0.6961 | 0.8343 |
154
- | No log | 15.8462 | 206 | 0.6608 | 0.6986 | 0.6608 | 0.8129 |
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- | No log | 16.0 | 208 | 0.6114 | 0.6672 | 0.6114 | 0.7819 |
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- | No log | 16.1538 | 210 | 0.5659 | 0.6598 | 0.5659 | 0.7522 |
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- | No log | 16.3077 | 212 | 0.5713 | 0.6435 | 0.5713 | 0.7559 |
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- | No log | 16.4615 | 214 | 0.5778 | 0.6578 | 0.5778 | 0.7601 |
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- | No log | 16.6154 | 216 | 0.6335 | 0.6828 | 0.6335 | 0.7959 |
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- | No log | 16.7692 | 218 | 0.7108 | 0.6487 | 0.7108 | 0.8431 |
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- | No log | 16.9231 | 220 | 0.7292 | 0.5631 | 0.7292 | 0.8540 |
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- | No log | 17.0769 | 222 | 0.6976 | 0.5832 | 0.6976 | 0.8352 |
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- | No log | 17.2308 | 224 | 0.6622 | 0.6561 | 0.6622 | 0.8137 |
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- | No log | 17.3846 | 226 | 0.6925 | 0.6433 | 0.6925 | 0.8322 |
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- | No log | 17.5385 | 228 | 0.7024 | 0.6500 | 0.7024 | 0.8381 |
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- | No log | 17.6923 | 230 | 0.6574 | 0.6694 | 0.6574 | 0.8108 |
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- | No log | 17.8462 | 232 | 0.6551 | 0.6736 | 0.6551 | 0.8094 |
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- | No log | 18.0 | 234 | 0.6645 | 0.5993 | 0.6645 | 0.8152 |
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- | No log | 18.1538 | 236 | 0.6492 | 0.5785 | 0.6492 | 0.8057 |
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- | No log | 18.3077 | 238 | 0.6971 | 0.5230 | 0.6971 | 0.8349 |
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- | No log | 18.4615 | 240 | 0.7792 | 0.5571 | 0.7792 | 0.8827 |
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- | No log | 18.6154 | 242 | 0.7582 | 0.5770 | 0.7582 | 0.8707 |
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- | No log | 18.7692 | 244 | 0.6491 | 0.6281 | 0.6491 | 0.8057 |
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- | No log | 18.9231 | 246 | 0.5784 | 0.6651 | 0.5784 | 0.7605 |
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- | No log | 19.0769 | 248 | 0.5685 | 0.6644 | 0.5685 | 0.7540 |
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- | No log | 19.2308 | 250 | 0.5613 | 0.6782 | 0.5613 | 0.7492 |
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- | No log | 19.3846 | 252 | 0.5606 | 0.6812 | 0.5606 | 0.7487 |
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- | No log | 19.5385 | 254 | 0.5572 | 0.6382 | 0.5572 | 0.7464 |
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- | No log | 19.6923 | 256 | 0.5552 | 0.5929 | 0.5552 | 0.7451 |
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- | No log | 19.8462 | 258 | 0.5452 | 0.6119 | 0.5452 | 0.7384 |
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- | No log | 20.0 | 260 | 0.5304 | 0.6022 | 0.5304 | 0.7283 |
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- | No log | 20.1538 | 262 | 0.5226 | 0.6614 | 0.5226 | 0.7229 |
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- | No log | 20.3077 | 264 | 0.5172 | 0.6552 | 0.5172 | 0.7192 |
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- | No log | 20.4615 | 266 | 0.5114 | 0.7034 | 0.5114 | 0.7151 |
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- | No log | 20.6154 | 268 | 0.5300 | 0.7091 | 0.5300 | 0.7280 |
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- | No log | 20.7692 | 270 | 0.5345 | 0.7480 | 0.5345 | 0.7311 |
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- | No log | 20.9231 | 272 | 0.5309 | 0.6959 | 0.5309 | 0.7287 |
188
- | No log | 21.0769 | 274 | 0.5321 | 0.6959 | 0.5321 | 0.7294 |
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- | No log | 21.2308 | 276 | 0.5336 | 0.6959 | 0.5336 | 0.7305 |
190
- | No log | 21.3846 | 278 | 0.5405 | 0.7386 | 0.5405 | 0.7352 |
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- | No log | 21.5385 | 280 | 0.5332 | 0.7140 | 0.5332 | 0.7302 |
192
- | No log | 21.6923 | 282 | 0.5367 | 0.7041 | 0.5367 | 0.7326 |
193
- | No log | 21.8462 | 284 | 0.5309 | 0.7278 | 0.5309 | 0.7286 |
194
- | No log | 22.0 | 286 | 0.5563 | 0.7070 | 0.5563 | 0.7459 |
195
- | No log | 22.1538 | 288 | 0.5750 | 0.6586 | 0.5750 | 0.7583 |
196
- | No log | 22.3077 | 290 | 0.5816 | 0.7028 | 0.5816 | 0.7626 |
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- | No log | 22.4615 | 292 | 0.5693 | 0.7259 | 0.5693 | 0.7545 |
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- | No log | 22.6154 | 294 | 0.5609 | 0.7259 | 0.5609 | 0.7489 |
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- | No log | 22.7692 | 296 | 0.5696 | 0.6942 | 0.5696 | 0.7547 |
200
- | No log | 22.9231 | 298 | 0.5886 | 0.6767 | 0.5886 | 0.7672 |
201
- | No log | 23.0769 | 300 | 0.5780 | 0.6736 | 0.5780 | 0.7602 |
202
- | No log | 23.2308 | 302 | 0.5660 | 0.6916 | 0.5660 | 0.7523 |
203
- | No log | 23.3846 | 304 | 0.5623 | 0.6534 | 0.5623 | 0.7499 |
204
- | No log | 23.5385 | 306 | 0.5666 | 0.6460 | 0.5666 | 0.7527 |
205
- | No log | 23.6923 | 308 | 0.5710 | 0.6431 | 0.5710 | 0.7556 |
206
- | No log | 23.8462 | 310 | 0.5964 | 0.6904 | 0.5964 | 0.7723 |
207
- | No log | 24.0 | 312 | 0.6049 | 0.6904 | 0.6049 | 0.7777 |
208
- | No log | 24.1538 | 314 | 0.5969 | 0.6561 | 0.5969 | 0.7726 |
209
- | No log | 24.3077 | 316 | 0.6073 | 0.6087 | 0.6073 | 0.7793 |
210
- | No log | 24.4615 | 318 | 0.6181 | 0.6386 | 0.6181 | 0.7862 |
211
- | No log | 24.6154 | 320 | 0.6063 | 0.6626 | 0.6063 | 0.7787 |
212
- | No log | 24.7692 | 322 | 0.5964 | 0.6647 | 0.5964 | 0.7723 |
213
- | No log | 24.9231 | 324 | 0.5831 | 0.6205 | 0.5831 | 0.7636 |
214
- | No log | 25.0769 | 326 | 0.5807 | 0.6298 | 0.5807 | 0.7620 |
215
- | No log | 25.2308 | 328 | 0.5808 | 0.6431 | 0.5808 | 0.7621 |
216
- | No log | 25.3846 | 330 | 0.5860 | 0.6284 | 0.5860 | 0.7655 |
217
- | No log | 25.5385 | 332 | 0.5931 | 0.5887 | 0.5931 | 0.7702 |
218
- | No log | 25.6923 | 334 | 0.6095 | 0.5774 | 0.6095 | 0.7807 |
219
- | No log | 25.8462 | 336 | 0.6134 | 0.5719 | 0.6134 | 0.7832 |
220
- | No log | 26.0 | 338 | 0.5990 | 0.5710 | 0.5990 | 0.7739 |
221
- | No log | 26.1538 | 340 | 0.5665 | 0.5540 | 0.5665 | 0.7526 |
222
- | No log | 26.3077 | 342 | 0.5519 | 0.6217 | 0.5519 | 0.7429 |
223
- | No log | 26.4615 | 344 | 0.5536 | 0.6526 | 0.5536 | 0.7441 |
224
- | No log | 26.6154 | 346 | 0.5615 | 0.6705 | 0.5615 | 0.7494 |
225
- | No log | 26.7692 | 348 | 0.5711 | 0.6733 | 0.5711 | 0.7557 |
226
- | No log | 26.9231 | 350 | 0.5859 | 0.6826 | 0.5859 | 0.7655 |
227
- | No log | 27.0769 | 352 | 0.5794 | 0.6452 | 0.5794 | 0.7612 |
228
- | No log | 27.2308 | 354 | 0.5749 | 0.6272 | 0.5749 | 0.7582 |
229
- | No log | 27.3846 | 356 | 0.5625 | 0.6178 | 0.5625 | 0.7500 |
230
- | No log | 27.5385 | 358 | 0.5496 | 0.6861 | 0.5496 | 0.7413 |
231
- | No log | 27.6923 | 360 | 0.5773 | 0.6963 | 0.5773 | 0.7598 |
232
- | No log | 27.8462 | 362 | 0.5818 | 0.7026 | 0.5818 | 0.7627 |
233
- | No log | 28.0 | 364 | 0.5507 | 0.6963 | 0.5507 | 0.7421 |
234
- | No log | 28.1538 | 366 | 0.5437 | 0.6601 | 0.5437 | 0.7374 |
235
- | No log | 28.3077 | 368 | 0.5710 | 0.7111 | 0.5710 | 0.7556 |
236
- | No log | 28.4615 | 370 | 0.5721 | 0.6899 | 0.5721 | 0.7564 |
237
- | No log | 28.6154 | 372 | 0.6092 | 0.6386 | 0.6092 | 0.7805 |
238
- | No log | 28.7692 | 374 | 0.6264 | 0.6377 | 0.6264 | 0.7915 |
239
- | No log | 28.9231 | 376 | 0.5834 | 0.6630 | 0.5834 | 0.7638 |
240
- | No log | 29.0769 | 378 | 0.5516 | 0.7119 | 0.5516 | 0.7427 |
241
- | No log | 29.2308 | 380 | 0.5067 | 0.6886 | 0.5067 | 0.7118 |
242
- | No log | 29.3846 | 382 | 0.4918 | 0.6868 | 0.4918 | 0.7013 |
243
- | No log | 29.5385 | 384 | 0.4978 | 0.6935 | 0.4978 | 0.7055 |
244
- | No log | 29.6923 | 386 | 0.5170 | 0.6536 | 0.5170 | 0.7190 |
245
- | No log | 29.8462 | 388 | 0.5548 | 0.6612 | 0.5548 | 0.7448 |
246
- | No log | 30.0 | 390 | 0.5569 | 0.6612 | 0.5569 | 0.7462 |
247
- | No log | 30.1538 | 392 | 0.5296 | 0.6421 | 0.5296 | 0.7278 |
248
- | No log | 30.3077 | 394 | 0.5159 | 0.6324 | 0.5159 | 0.7183 |
249
- | No log | 30.4615 | 396 | 0.5167 | 0.6406 | 0.5167 | 0.7188 |
250
- | No log | 30.6154 | 398 | 0.5299 | 0.6357 | 0.5299 | 0.7280 |
251
- | No log | 30.7692 | 400 | 0.5365 | 0.6357 | 0.5365 | 0.7325 |
252
- | No log | 30.9231 | 402 | 0.5376 | 0.6343 | 0.5376 | 0.7332 |
253
- | No log | 31.0769 | 404 | 0.5435 | 0.6503 | 0.5435 | 0.7373 |
254
- | No log | 31.2308 | 406 | 0.5278 | 0.6310 | 0.5278 | 0.7265 |
255
- | No log | 31.3846 | 408 | 0.5260 | 0.6310 | 0.5260 | 0.7253 |
256
- | No log | 31.5385 | 410 | 0.5451 | 0.6528 | 0.5451 | 0.7383 |
257
- | No log | 31.6923 | 412 | 0.5454 | 0.6380 | 0.5454 | 0.7385 |
258
- | No log | 31.8462 | 414 | 0.5240 | 0.6439 | 0.5240 | 0.7239 |
259
- | No log | 32.0 | 416 | 0.5369 | 0.6186 | 0.5369 | 0.7328 |
260
- | No log | 32.1538 | 418 | 0.5484 | 0.6358 | 0.5484 | 0.7406 |
261
- | No log | 32.3077 | 420 | 0.5319 | 0.6148 | 0.5319 | 0.7293 |
262
- | No log | 32.4615 | 422 | 0.5288 | 0.6365 | 0.5288 | 0.7272 |
263
- | No log | 32.6154 | 424 | 0.5326 | 0.6129 | 0.5326 | 0.7298 |
264
- | No log | 32.7692 | 426 | 0.5294 | 0.6058 | 0.5294 | 0.7276 |
265
- | No log | 32.9231 | 428 | 0.5362 | 0.6491 | 0.5362 | 0.7323 |
266
- | No log | 33.0769 | 430 | 0.5419 | 0.6772 | 0.5419 | 0.7361 |
267
- | No log | 33.2308 | 432 | 0.5378 | 0.6491 | 0.5378 | 0.7333 |
268
- | No log | 33.3846 | 434 | 0.5355 | 0.6578 | 0.5355 | 0.7318 |
269
- | No log | 33.5385 | 436 | 0.5385 | 0.6280 | 0.5385 | 0.7339 |
270
- | No log | 33.6923 | 438 | 0.5316 | 0.6650 | 0.5316 | 0.7291 |
271
- | No log | 33.8462 | 440 | 0.5326 | 0.6491 | 0.5326 | 0.7298 |
272
- | No log | 34.0 | 442 | 0.5310 | 0.6341 | 0.5310 | 0.7287 |
273
- | No log | 34.1538 | 444 | 0.5328 | 0.6341 | 0.5328 | 0.7299 |
274
- | No log | 34.3077 | 446 | 0.5381 | 0.6235 | 0.5381 | 0.7336 |
275
- | No log | 34.4615 | 448 | 0.5510 | 0.6269 | 0.5510 | 0.7423 |
276
- | No log | 34.6154 | 450 | 0.5700 | 0.6617 | 0.5700 | 0.7550 |
277
- | No log | 34.7692 | 452 | 0.5997 | 0.6573 | 0.5997 | 0.7744 |
278
- | No log | 34.9231 | 454 | 0.5962 | 0.6275 | 0.5962 | 0.7722 |
279
- | No log | 35.0769 | 456 | 0.5660 | 0.6446 | 0.5660 | 0.7523 |
280
- | No log | 35.2308 | 458 | 0.5498 | 0.6374 | 0.5498 | 0.7415 |
281
- | No log | 35.3846 | 460 | 0.5489 | 0.6374 | 0.5489 | 0.7409 |
282
- | No log | 35.5385 | 462 | 0.5560 | 0.6374 | 0.5560 | 0.7457 |
283
- | No log | 35.6923 | 464 | 0.5542 | 0.6374 | 0.5542 | 0.7445 |
284
- | No log | 35.8462 | 466 | 0.5526 | 0.6374 | 0.5526 | 0.7434 |
285
- | No log | 36.0 | 468 | 0.5581 | 0.6374 | 0.5581 | 0.7471 |
286
- | No log | 36.1538 | 470 | 0.5615 | 0.6186 | 0.5615 | 0.7493 |
287
- | No log | 36.3077 | 472 | 0.5638 | 0.6207 | 0.5638 | 0.7509 |
288
- | No log | 36.4615 | 474 | 0.5640 | 0.6207 | 0.5640 | 0.7510 |
289
- | No log | 36.6154 | 476 | 0.5633 | 0.6207 | 0.5633 | 0.7505 |
290
- | No log | 36.7692 | 478 | 0.5658 | 0.6094 | 0.5658 | 0.7522 |
291
- | No log | 36.9231 | 480 | 0.5639 | 0.6207 | 0.5639 | 0.7509 |
292
- | No log | 37.0769 | 482 | 0.5669 | 0.5853 | 0.5669 | 0.7529 |
293
- | No log | 37.2308 | 484 | 0.5711 | 0.5853 | 0.5711 | 0.7557 |
294
- | No log | 37.3846 | 486 | 0.5692 | 0.6207 | 0.5692 | 0.7545 |
295
- | No log | 37.5385 | 488 | 0.5678 | 0.6018 | 0.5678 | 0.7535 |
296
- | No log | 37.6923 | 490 | 0.5685 | 0.6018 | 0.5685 | 0.7540 |
297
- | No log | 37.8462 | 492 | 0.5692 | 0.6001 | 0.5692 | 0.7544 |
298
- | No log | 38.0 | 494 | 0.5660 | 0.5887 | 0.5660 | 0.7524 |
299
- | No log | 38.1538 | 496 | 0.5702 | 0.5939 | 0.5702 | 0.7551 |
300
- | No log | 38.3077 | 498 | 0.5716 | 0.5840 | 0.5716 | 0.7560 |
301
- | 0.2455 | 38.4615 | 500 | 0.5665 | 0.5949 | 0.5665 | 0.7526 |
302
- | 0.2455 | 38.6154 | 502 | 0.5613 | 0.5964 | 0.5613 | 0.7492 |
303
- | 0.2455 | 38.7692 | 504 | 0.5567 | 0.5949 | 0.5567 | 0.7461 |
304
- | 0.2455 | 38.9231 | 506 | 0.5568 | 0.6058 | 0.5568 | 0.7462 |
305
- | 0.2455 | 39.0769 | 508 | 0.5826 | 0.6638 | 0.5826 | 0.7633 |
306
- | 0.2455 | 39.2308 | 510 | 0.5976 | 0.6938 | 0.5976 | 0.7730 |
307
- | 0.2455 | 39.3846 | 512 | 0.5891 | 0.6938 | 0.5891 | 0.7675 |
308
- | 0.2455 | 39.5385 | 514 | 0.5643 | 0.5945 | 0.5643 | 0.7512 |
309
- | 0.2455 | 39.6923 | 516 | 0.5595 | 0.6066 | 0.5595 | 0.7480 |
310
- | 0.2455 | 39.8462 | 518 | 0.5636 | 0.6066 | 0.5636 | 0.7507 |
311
- | 0.2455 | 40.0 | 520 | 0.5691 | 0.6066 | 0.5691 | 0.7544 |
312
- | 0.2455 | 40.1538 | 522 | 0.5700 | 0.6066 | 0.5700 | 0.7550 |
313
- | 0.2455 | 40.3077 | 524 | 0.5608 | 0.5964 | 0.5608 | 0.7489 |
314
- | 0.2455 | 40.4615 | 526 | 0.5554 | 0.5964 | 0.5554 | 0.7453 |
315
- | 0.2455 | 40.6154 | 528 | 0.5649 | 0.6493 | 0.5649 | 0.7516 |
316
- | 0.2455 | 40.7692 | 530 | 0.5660 | 0.6468 | 0.5660 | 0.7523 |
317
- | 0.2455 | 40.9231 | 532 | 0.5681 | 0.6138 | 0.5681 | 0.7537 |
318
- | 0.2455 | 41.0769 | 534 | 0.5761 | 0.6536 | 0.5761 | 0.7590 |
319
- | 0.2455 | 41.2308 | 536 | 0.5706 | 0.6022 | 0.5706 | 0.7554 |
320
- | 0.2455 | 41.3846 | 538 | 0.5585 | 0.5853 | 0.5585 | 0.7473 |
321
- | 0.2455 | 41.5385 | 540 | 0.5513 | 0.6207 | 0.5513 | 0.7425 |
322
- | 0.2455 | 41.6923 | 542 | 0.5649 | 0.6316 | 0.5649 | 0.7516 |
323
- | 0.2455 | 41.8462 | 544 | 0.5653 | 0.6499 | 0.5653 | 0.7519 |
324
- | 0.2455 | 42.0 | 546 | 0.5520 | 0.6359 | 0.5520 | 0.7430 |
325
- | 0.2455 | 42.1538 | 548 | 0.5446 | 0.6186 | 0.5446 | 0.7380 |
326
- | 0.2455 | 42.3077 | 550 | 0.5518 | 0.5964 | 0.5518 | 0.7428 |
327
- | 0.2455 | 42.4615 | 552 | 0.5649 | 0.6412 | 0.5649 | 0.7516 |
328
- | 0.2455 | 42.6154 | 554 | 0.5549 | 0.6301 | 0.5549 | 0.7449 |
329
- | 0.2455 | 42.7692 | 556 | 0.5438 | 0.6319 | 0.5438 | 0.7374 |
330
- | 0.2455 | 42.9231 | 558 | 0.5358 | 0.6725 | 0.5358 | 0.7320 |
331
- | 0.2455 | 43.0769 | 560 | 0.5422 | 0.6431 | 0.5422 | 0.7364 |
332
- | 0.2455 | 43.2308 | 562 | 0.5456 | 0.6431 | 0.5456 | 0.7386 |
333
- | 0.2455 | 43.3846 | 564 | 0.5445 | 0.6553 | 0.5445 | 0.7379 |
334
- | 0.2455 | 43.5385 | 566 | 0.5470 | 0.6266 | 0.5470 | 0.7396 |
335
- | 0.2455 | 43.6923 | 568 | 0.5499 | 0.6032 | 0.5499 | 0.7416 |
336
- | 0.2455 | 43.8462 | 570 | 0.5588 | 0.6554 | 0.5588 | 0.7476 |
337
- | 0.2455 | 44.0 | 572 | 0.5609 | 0.6648 | 0.5609 | 0.7489 |
338
- | 0.2455 | 44.1538 | 574 | 0.5543 | 0.6293 | 0.5543 | 0.7445 |
339
- | 0.2455 | 44.3077 | 576 | 0.5474 | 0.6350 | 0.5474 | 0.7398 |
340
- | 0.2455 | 44.4615 | 578 | 0.5498 | 0.6051 | 0.5498 | 0.7415 |
341
- | 0.2455 | 44.6154 | 580 | 0.5573 | 0.6032 | 0.5573 | 0.7465 |
342
- | 0.2455 | 44.7692 | 582 | 0.5517 | 0.6032 | 0.5517 | 0.7428 |
343
- | 0.2455 | 44.9231 | 584 | 0.5444 | 0.6066 | 0.5444 | 0.7378 |
344
- | 0.2455 | 45.0769 | 586 | 0.5455 | 0.6380 | 0.5455 | 0.7386 |
345
- | 0.2455 | 45.2308 | 588 | 0.5441 | 0.6584 | 0.5441 | 0.7376 |
346
- | 0.2455 | 45.3846 | 590 | 0.5355 | 0.6380 | 0.5355 | 0.7318 |
347
- | 0.2455 | 45.5385 | 592 | 0.5283 | 0.6177 | 0.5283 | 0.7268 |
348
- | 0.2455 | 45.6923 | 594 | 0.5247 | 0.6491 | 0.5247 | 0.7244 |
349
- | 0.2455 | 45.8462 | 596 | 0.5191 | 0.6491 | 0.5191 | 0.7205 |
350
- | 0.2455 | 46.0 | 598 | 0.5171 | 0.6177 | 0.5171 | 0.7191 |
351
- | 0.2455 | 46.1538 | 600 | 0.5192 | 0.6365 | 0.5192 | 0.7205 |
352
- | 0.2455 | 46.3077 | 602 | 0.5177 | 0.5945 | 0.5177 | 0.7195 |
353
- | 0.2455 | 46.4615 | 604 | 0.5194 | 0.6570 | 0.5194 | 0.7207 |
354
- | 0.2455 | 46.6154 | 606 | 0.5238 | 0.6740 | 0.5238 | 0.7238 |
355
- | 0.2455 | 46.7692 | 608 | 0.5251 | 0.6740 | 0.5251 | 0.7246 |
356
- | 0.2455 | 46.9231 | 610 | 0.5171 | 0.6570 | 0.5171 | 0.7191 |
357
- | 0.2455 | 47.0769 | 612 | 0.5178 | 0.6176 | 0.5178 | 0.7196 |
358
- | 0.2455 | 47.2308 | 614 | 0.5279 | 0.5975 | 0.5279 | 0.7266 |
359
- | 0.2455 | 47.3846 | 616 | 0.5629 | 0.6617 | 0.5629 | 0.7503 |
360
- | 0.2455 | 47.5385 | 618 | 0.5899 | 0.6609 | 0.5899 | 0.7681 |
361
- | 0.2455 | 47.6923 | 620 | 0.5891 | 0.6857 | 0.5891 | 0.7675 |
362
- | 0.2455 | 47.8462 | 622 | 0.5760 | 0.6482 | 0.5760 | 0.7590 |
363
- | 0.2455 | 48.0 | 624 | 0.5703 | 0.6167 | 0.5703 | 0.7552 |
364
- | 0.2455 | 48.1538 | 626 | 0.5638 | 0.6107 | 0.5638 | 0.7508 |
365
- | 0.2455 | 48.3077 | 628 | 0.5581 | 0.5868 | 0.5581 | 0.7471 |
366
- | 0.2455 | 48.4615 | 630 | 0.5498 | 0.5868 | 0.5498 | 0.7415 |
367
- | 0.2455 | 48.6154 | 632 | 0.5350 | 0.5985 | 0.5350 | 0.7315 |
368
- | 0.2455 | 48.7692 | 634 | 0.5324 | 0.6157 | 0.5324 | 0.7297 |
369
- | 0.2455 | 48.9231 | 636 | 0.5540 | 0.6519 | 0.5540 | 0.7443 |
370
- | 0.2455 | 49.0769 | 638 | 0.6135 | 0.6601 | 0.6135 | 0.7833 |
371
- | 0.2455 | 49.2308 | 640 | 0.6552 | 0.6700 | 0.6552 | 0.8094 |
372
- | 0.2455 | 49.3846 | 642 | 0.6570 | 0.6799 | 0.6570 | 0.8106 |
373
- | 0.2455 | 49.5385 | 644 | 0.6330 | 0.6605 | 0.6330 | 0.7956 |
374
- | 0.2455 | 49.6923 | 646 | 0.6176 | 0.6291 | 0.6176 | 0.7859 |
375
- | 0.2455 | 49.8462 | 648 | 0.6127 | 0.6102 | 0.6127 | 0.7827 |
376
- | 0.2455 | 50.0 | 650 | 0.5991 | 0.6102 | 0.5991 | 0.7740 |
377
- | 0.2455 | 50.1538 | 652 | 0.5920 | 0.6482 | 0.5920 | 0.7694 |
378
- | 0.2455 | 50.3077 | 654 | 0.5850 | 0.6482 | 0.5850 | 0.7648 |
379
- | 0.2455 | 50.4615 | 656 | 0.5898 | 0.6511 | 0.5898 | 0.7680 |
380
- | 0.2455 | 50.6154 | 658 | 0.6075 | 0.6648 | 0.6075 | 0.7794 |
381
- | 0.2455 | 50.7692 | 660 | 0.6058 | 0.6554 | 0.6058 | 0.7783 |
382
- | 0.2455 | 50.9231 | 662 | 0.5827 | 0.6330 | 0.5827 | 0.7634 |
383
- | 0.2455 | 51.0769 | 664 | 0.5641 | 0.6659 | 0.5641 | 0.7511 |
384
- | 0.2455 | 51.2308 | 666 | 0.5676 | 0.6408 | 0.5676 | 0.7534 |
385
- | 0.2455 | 51.3846 | 668 | 0.5796 | 0.6509 | 0.5796 | 0.7613 |
386
- | 0.2455 | 51.5385 | 670 | 0.5839 | 0.6334 | 0.5839 | 0.7641 |
387
- | 0.2455 | 51.6923 | 672 | 0.5826 | 0.5614 | 0.5826 | 0.7633 |
388
- | 0.2455 | 51.8462 | 674 | 0.5894 | 0.6167 | 0.5894 | 0.7677 |
389
- | 0.2455 | 52.0 | 676 | 0.6077 | 0.6438 | 0.6077 | 0.7796 |
390
- | 0.2455 | 52.1538 | 678 | 0.6133 | 0.6438 | 0.6133 | 0.7831 |
391
- | 0.2455 | 52.3077 | 680 | 0.5981 | 0.6237 | 0.5981 | 0.7734 |
392
- | 0.2455 | 52.4615 | 682 | 0.5738 | 0.6147 | 0.5738 | 0.7575 |
393
- | 0.2455 | 52.6154 | 684 | 0.5589 | 0.6377 | 0.5589 | 0.7476 |
394
- | 0.2455 | 52.7692 | 686 | 0.5608 | 0.6923 | 0.5608 | 0.7489 |
395
- | 0.2455 | 52.9231 | 688 | 0.5658 | 0.7080 | 0.5658 | 0.7522 |
396
- | 0.2455 | 53.0769 | 690 | 0.5485 | 0.6963 | 0.5485 | 0.7406 |
397
- | 0.2455 | 53.2308 | 692 | 0.5363 | 0.6257 | 0.5363 | 0.7323 |
398
- | 0.2455 | 53.3846 | 694 | 0.5420 | 0.6094 | 0.5420 | 0.7362 |
399
- | 0.2455 | 53.5385 | 696 | 0.5607 | 0.6782 | 0.5607 | 0.7488 |
400
- | 0.2455 | 53.6923 | 698 | 0.5652 | 0.6782 | 0.5652 | 0.7518 |
401
- | 0.2455 | 53.8462 | 700 | 0.5589 | 0.6446 | 0.5589 | 0.7476 |
402
- | 0.2455 | 54.0 | 702 | 0.5570 | 0.6038 | 0.5570 | 0.7463 |
403
- | 0.2455 | 54.1538 | 704 | 0.5655 | 0.6446 | 0.5655 | 0.7520 |
404
- | 0.2455 | 54.3077 | 706 | 0.5775 | 0.6677 | 0.5775 | 0.7599 |
405
- | 0.2455 | 54.4615 | 708 | 0.5747 | 0.6677 | 0.5747 | 0.7581 |
406
- | 0.2455 | 54.6154 | 710 | 0.5679 | 0.6446 | 0.5679 | 0.7536 |
407
- | 0.2455 | 54.7692 | 712 | 0.5677 | 0.6695 | 0.5677 | 0.7535 |
408
- | 0.2455 | 54.9231 | 714 | 0.5678 | 0.6278 | 0.5678 | 0.7535 |
409
- | 0.2455 | 55.0769 | 716 | 0.5675 | 0.6311 | 0.5675 | 0.7534 |
410
- | 0.2455 | 55.2308 | 718 | 0.5626 | 0.6345 | 0.5626 | 0.7501 |
411
- | 0.2455 | 55.3846 | 720 | 0.5518 | 0.6018 | 0.5518 | 0.7428 |
412
- | 0.2455 | 55.5385 | 722 | 0.5347 | 0.5887 | 0.5347 | 0.7312 |
413
- | 0.2455 | 55.6923 | 724 | 0.5221 | 0.6456 | 0.5221 | 0.7226 |
414
- | 0.2455 | 55.8462 | 726 | 0.5256 | 0.6624 | 0.5256 | 0.7250 |
415
- | 0.2455 | 56.0 | 728 | 0.5389 | 0.6624 | 0.5389 | 0.7341 |
416
- | 0.2455 | 56.1538 | 730 | 0.5469 | 0.6775 | 0.5469 | 0.7395 |
417
- | 0.2455 | 56.3077 | 732 | 0.5370 | 0.6460 | 0.5370 | 0.7328 |
418
- | 0.2455 | 56.4615 | 734 | 0.5236 | 0.6526 | 0.5236 | 0.7236 |
419
- | 0.2455 | 56.6154 | 736 | 0.5250 | 0.6733 | 0.5250 | 0.7246 |
420
- | 0.2455 | 56.7692 | 738 | 0.5459 | 0.6302 | 0.5459 | 0.7389 |
421
- | 0.2455 | 56.9231 | 740 | 0.5583 | 0.5940 | 0.5583 | 0.7472 |
422
- | 0.2455 | 57.0769 | 742 | 0.5631 | 0.5748 | 0.5631 | 0.7504 |
423
- | 0.2455 | 57.2308 | 744 | 0.5599 | 0.5748 | 0.5599 | 0.7483 |
424
- | 0.2455 | 57.3846 | 746 | 0.5485 | 0.6046 | 0.5485 | 0.7406 |
425
- | 0.2455 | 57.5385 | 748 | 0.5417 | 0.6207 | 0.5417 | 0.7360 |
426
- | 0.2455 | 57.6923 | 750 | 0.5452 | 0.6197 | 0.5452 | 0.7384 |
427
- | 0.2455 | 57.8462 | 752 | 0.5462 | 0.6094 | 0.5462 | 0.7390 |
428
- | 0.2455 | 58.0 | 754 | 0.5395 | 0.6167 | 0.5395 | 0.7345 |
429
- | 0.2455 | 58.1538 | 756 | 0.5365 | 0.6350 | 0.5365 | 0.7325 |
430
- | 0.2455 | 58.3077 | 758 | 0.5379 | 0.6796 | 0.5379 | 0.7334 |
431
- | 0.2455 | 58.4615 | 760 | 0.5384 | 0.6796 | 0.5384 | 0.7338 |
432
- | 0.2455 | 58.6154 | 762 | 0.5368 | 0.6509 | 0.5368 | 0.7327 |
433
- | 0.2455 | 58.7692 | 764 | 0.5285 | 0.6630 | 0.5285 | 0.7270 |
434
- | 0.2455 | 58.9231 | 766 | 0.5209 | 0.6456 | 0.5209 | 0.7218 |
435
- | 0.2455 | 59.0769 | 768 | 0.5191 | 0.6456 | 0.5191 | 0.7205 |
436
- | 0.2455 | 59.2308 | 770 | 0.5201 | 0.6275 | 0.5201 | 0.7212 |
437
- | 0.2455 | 59.3846 | 772 | 0.5207 | 0.6297 | 0.5207 | 0.7216 |
438
- | 0.2455 | 59.5385 | 774 | 0.5209 | 0.6186 | 0.5209 | 0.7217 |
439
- | 0.2455 | 59.6923 | 776 | 0.5218 | 0.6288 | 0.5218 | 0.7224 |
440
- | 0.2455 | 59.8462 | 778 | 0.5201 | 0.6186 | 0.5201 | 0.7212 |
441
- | 0.2455 | 60.0 | 780 | 0.5202 | 0.6186 | 0.5202 | 0.7212 |
442
- | 0.2455 | 60.1538 | 782 | 0.5219 | 0.6167 | 0.5219 | 0.7224 |
443
- | 0.2455 | 60.3077 | 784 | 0.5236 | 0.6167 | 0.5236 | 0.7236 |
444
- | 0.2455 | 60.4615 | 786 | 0.5230 | 0.6350 | 0.5230 | 0.7232 |
445
- | 0.2455 | 60.6154 | 788 | 0.5234 | 0.6167 | 0.5234 | 0.7235 |
446
- | 0.2455 | 60.7692 | 790 | 0.5231 | 0.6456 | 0.5231 | 0.7232 |
447
- | 0.2455 | 60.9231 | 792 | 0.5257 | 0.6186 | 0.5257 | 0.7250 |
448
- | 0.2455 | 61.0769 | 794 | 0.5342 | 0.6311 | 0.5342 | 0.7309 |
449
- | 0.2455 | 61.2308 | 796 | 0.5476 | 0.6593 | 0.5476 | 0.7400 |
450
- | 0.2455 | 61.3846 | 798 | 0.5606 | 0.6237 | 0.5606 | 0.7488 |
451
- | 0.2455 | 61.5385 | 800 | 0.5695 | 0.6412 | 0.5695 | 0.7546 |
452
- | 0.2455 | 61.6923 | 802 | 0.5622 | 0.6581 | 0.5622 | 0.7498 |
453
- | 0.2455 | 61.8462 | 804 | 0.5427 | 0.6347 | 0.5427 | 0.7367 |
454
- | 0.2455 | 62.0 | 806 | 0.5221 | 0.6066 | 0.5221 | 0.7225 |
455
- | 0.2455 | 62.1538 | 808 | 0.5098 | 0.6320 | 0.5098 | 0.7140 |
456
- | 0.2455 | 62.3077 | 810 | 0.5101 | 0.6263 | 0.5101 | 0.7142 |
457
- | 0.2455 | 62.4615 | 812 | 0.5143 | 0.6263 | 0.5143 | 0.7171 |
458
- | 0.2455 | 62.6154 | 814 | 0.5148 | 0.6263 | 0.5148 | 0.7175 |
459
- | 0.2455 | 62.7692 | 816 | 0.5142 | 0.6311 | 0.5142 | 0.7171 |
460
- | 0.2455 | 62.9231 | 818 | 0.5175 | 0.6311 | 0.5175 | 0.7193 |
461
- | 0.2455 | 63.0769 | 820 | 0.5192 | 0.6311 | 0.5192 | 0.7206 |
462
- | 0.2455 | 63.2308 | 822 | 0.5197 | 0.6311 | 0.5197 | 0.7209 |
463
- | 0.2455 | 63.3846 | 824 | 0.5220 | 0.6311 | 0.5220 | 0.7225 |
464
- | 0.2455 | 63.5385 | 826 | 0.5248 | 0.6311 | 0.5248 | 0.7244 |
465
- | 0.2455 | 63.6923 | 828 | 0.5286 | 0.6311 | 0.5286 | 0.7270 |
466
- | 0.2455 | 63.8462 | 830 | 0.5295 | 0.6311 | 0.5295 | 0.7277 |
467
- | 0.2455 | 64.0 | 832 | 0.5282 | 0.6311 | 0.5282 | 0.7268 |
468
- | 0.2455 | 64.1538 | 834 | 0.5293 | 0.6311 | 0.5293 | 0.7275 |
469
- | 0.2455 | 64.3077 | 836 | 0.5342 | 0.6311 | 0.5342 | 0.7309 |
470
- | 0.2455 | 64.4615 | 838 | 0.5331 | 0.6311 | 0.5331 | 0.7301 |
471
- | 0.2455 | 64.6154 | 840 | 0.5306 | 0.6311 | 0.5306 | 0.7284 |
472
- | 0.2455 | 64.7692 | 842 | 0.5279 | 0.6311 | 0.5279 | 0.7266 |
473
- | 0.2455 | 64.9231 | 844 | 0.5283 | 0.6311 | 0.5283 | 0.7269 |
474
- | 0.2455 | 65.0769 | 846 | 0.5263 | 0.6288 | 0.5263 | 0.7255 |
475
- | 0.2455 | 65.2308 | 848 | 0.5245 | 0.6374 | 0.5245 | 0.7242 |
476
- | 0.2455 | 65.3846 | 850 | 0.5252 | 0.6456 | 0.5252 | 0.7247 |
477
- | 0.2455 | 65.5385 | 852 | 0.5256 | 0.6157 | 0.5256 | 0.7250 |
478
- | 0.2455 | 65.6923 | 854 | 0.5251 | 0.6157 | 0.5251 | 0.7246 |
479
- | 0.2455 | 65.8462 | 856 | 0.5266 | 0.6224 | 0.5266 | 0.7257 |
480
- | 0.2455 | 66.0 | 858 | 0.5295 | 0.6224 | 0.5295 | 0.7277 |
481
- | 0.2455 | 66.1538 | 860 | 0.5349 | 0.6120 | 0.5349 | 0.7314 |
482
- | 0.2455 | 66.3077 | 862 | 0.5420 | 0.6310 | 0.5420 | 0.7362 |
483
- | 0.2455 | 66.4615 | 864 | 0.5434 | 0.6226 | 0.5434 | 0.7372 |
484
- | 0.2455 | 66.6154 | 866 | 0.5444 | 0.6066 | 0.5444 | 0.7378 |
485
- | 0.2455 | 66.7692 | 868 | 0.5464 | 0.6038 | 0.5464 | 0.7392 |
486
- | 0.2455 | 66.9231 | 870 | 0.5484 | 0.6038 | 0.5484 | 0.7405 |
487
- | 0.2455 | 67.0769 | 872 | 0.5518 | 0.6038 | 0.5518 | 0.7428 |
488
- | 0.2455 | 67.2308 | 874 | 0.5529 | 0.6038 | 0.5529 | 0.7436 |
489
- | 0.2455 | 67.3846 | 876 | 0.5594 | 0.5929 | 0.5594 | 0.7479 |
490
- | 0.2455 | 67.5385 | 878 | 0.5710 | 0.6284 | 0.5710 | 0.7557 |
491
- | 0.2455 | 67.6923 | 880 | 0.5821 | 0.6284 | 0.5821 | 0.7629 |
492
- | 0.2455 | 67.8462 | 882 | 0.5886 | 0.6284 | 0.5886 | 0.7672 |
493
- | 0.2455 | 68.0 | 884 | 0.5875 | 0.6581 | 0.5875 | 0.7665 |
494
- | 0.2455 | 68.1538 | 886 | 0.5732 | 0.6284 | 0.5732 | 0.7571 |
495
- | 0.2455 | 68.3077 | 888 | 0.5545 | 0.6022 | 0.5545 | 0.7446 |
496
- | 0.2455 | 68.4615 | 890 | 0.5414 | 0.5935 | 0.5414 | 0.7358 |
497
- | 0.2455 | 68.6154 | 892 | 0.5355 | 0.6456 | 0.5355 | 0.7318 |
498
- | 0.2455 | 68.7692 | 894 | 0.5348 | 0.6337 | 0.5348 | 0.7313 |
499
- | 0.2455 | 68.9231 | 896 | 0.5402 | 0.6904 | 0.5402 | 0.7350 |
500
- | 0.2455 | 69.0769 | 898 | 0.5413 | 0.6904 | 0.5413 | 0.7358 |
501
- | 0.2455 | 69.2308 | 900 | 0.5392 | 0.6638 | 0.5392 | 0.7343 |
502
- | 0.2455 | 69.3846 | 902 | 0.5364 | 0.6157 | 0.5364 | 0.7324 |
503
- | 0.2455 | 69.5385 | 904 | 0.5369 | 0.6350 | 0.5369 | 0.7327 |
504
- | 0.2455 | 69.6923 | 906 | 0.5435 | 0.6350 | 0.5435 | 0.7373 |
505
- | 0.2455 | 69.8462 | 908 | 0.5570 | 0.5925 | 0.5570 | 0.7463 |
506
- | 0.2455 | 70.0 | 910 | 0.5776 | 0.6656 | 0.5776 | 0.7600 |
507
- | 0.2455 | 70.1538 | 912 | 0.5948 | 0.6581 | 0.5948 | 0.7712 |
508
- | 0.2455 | 70.3077 | 914 | 0.5989 | 0.6581 | 0.5989 | 0.7739 |
509
- | 0.2455 | 70.4615 | 916 | 0.5985 | 0.6581 | 0.5985 | 0.7736 |
510
- | 0.2455 | 70.6154 | 918 | 0.5944 | 0.6554 | 0.5944 | 0.7710 |
511
- | 0.2455 | 70.7692 | 920 | 0.5803 | 0.6263 | 0.5803 | 0.7618 |
512
- | 0.2455 | 70.9231 | 922 | 0.5668 | 0.6102 | 0.5668 | 0.7529 |
513
- | 0.2455 | 71.0769 | 924 | 0.5577 | 0.6350 | 0.5577 | 0.7468 |
514
- | 0.2455 | 71.2308 | 926 | 0.5559 | 0.6526 | 0.5559 | 0.7456 |
515
- | 0.2455 | 71.3846 | 928 | 0.5591 | 0.6233 | 0.5591 | 0.7477 |
516
- | 0.2455 | 71.5385 | 930 | 0.5620 | 0.6408 | 0.5620 | 0.7497 |
517
- | 0.2455 | 71.6923 | 932 | 0.5615 | 0.6408 | 0.5615 | 0.7493 |
518
- | 0.2455 | 71.8462 | 934 | 0.5608 | 0.6695 | 0.5608 | 0.7489 |
519
- | 0.2455 | 72.0 | 936 | 0.5607 | 0.6526 | 0.5607 | 0.7488 |
520
- | 0.2455 | 72.1538 | 938 | 0.5591 | 0.6526 | 0.5591 | 0.7477 |
521
- | 0.2455 | 72.3077 | 940 | 0.5570 | 0.6526 | 0.5570 | 0.7463 |
522
- | 0.2455 | 72.4615 | 942 | 0.5557 | 0.6298 | 0.5557 | 0.7455 |
523
- | 0.2455 | 72.6154 | 944 | 0.5564 | 0.6298 | 0.5564 | 0.7459 |
524
- | 0.2455 | 72.7692 | 946 | 0.5554 | 0.6298 | 0.5554 | 0.7452 |
525
- | 0.2455 | 72.9231 | 948 | 0.5507 | 0.6298 | 0.5507 | 0.7421 |
526
- | 0.2455 | 73.0769 | 950 | 0.5463 | 0.6298 | 0.5463 | 0.7391 |
527
- | 0.2455 | 73.2308 | 952 | 0.5394 | 0.6298 | 0.5394 | 0.7345 |
528
- | 0.2455 | 73.3846 | 954 | 0.5348 | 0.6399 | 0.5348 | 0.7313 |
529
- | 0.2455 | 73.5385 | 956 | 0.5322 | 0.6630 | 0.5322 | 0.7295 |
530
- | 0.2455 | 73.6923 | 958 | 0.5310 | 0.6630 | 0.5310 | 0.7287 |
531
- | 0.2455 | 73.8462 | 960 | 0.5320 | 0.6630 | 0.5320 | 0.7294 |
532
- | 0.2455 | 74.0 | 962 | 0.5343 | 0.6630 | 0.5343 | 0.7309 |
533
- | 0.2455 | 74.1538 | 964 | 0.5354 | 0.6337 | 0.5354 | 0.7317 |
534
- | 0.2455 | 74.3077 | 966 | 0.5354 | 0.6337 | 0.5354 | 0.7317 |
535
- | 0.2455 | 74.4615 | 968 | 0.5403 | 0.6674 | 0.5403 | 0.7351 |
536
- | 0.2455 | 74.6154 | 970 | 0.5425 | 0.7061 | 0.5425 | 0.7366 |
537
- | 0.2455 | 74.7692 | 972 | 0.5411 | 0.7061 | 0.5411 | 0.7356 |
538
- | 0.2455 | 74.9231 | 974 | 0.5463 | 0.7061 | 0.5463 | 0.7391 |
539
- | 0.2455 | 75.0769 | 976 | 0.5476 | 0.7159 | 0.5476 | 0.7400 |
540
- | 0.2455 | 75.2308 | 978 | 0.5425 | 0.7061 | 0.5425 | 0.7366 |
541
- | 0.2455 | 75.3846 | 980 | 0.5424 | 0.7159 | 0.5424 | 0.7365 |
542
- | 0.2455 | 75.5385 | 982 | 0.5390 | 0.6804 | 0.5390 | 0.7341 |
543
- | 0.2455 | 75.6923 | 984 | 0.5338 | 0.6337 | 0.5338 | 0.7306 |
544
- | 0.2455 | 75.8462 | 986 | 0.5317 | 0.6337 | 0.5317 | 0.7291 |
545
- | 0.2455 | 76.0 | 988 | 0.5319 | 0.6337 | 0.5319 | 0.7293 |
546
- | 0.2455 | 76.1538 | 990 | 0.5335 | 0.6157 | 0.5335 | 0.7304 |
547
- | 0.2455 | 76.3077 | 992 | 0.5365 | 0.6051 | 0.5365 | 0.7325 |
548
- | 0.2455 | 76.4615 | 994 | 0.5378 | 0.6051 | 0.5378 | 0.7333 |
549
- | 0.2455 | 76.6154 | 996 | 0.5392 | 0.6157 | 0.5392 | 0.7343 |
550
- | 0.2455 | 76.7692 | 998 | 0.5409 | 0.6337 | 0.5409 | 0.7355 |
551
- | 0.0476 | 76.9231 | 1000 | 0.5418 | 0.6337 | 0.5418 | 0.7361 |
552
- | 0.0476 | 77.0769 | 1002 | 0.5420 | 0.6233 | 0.5420 | 0.7362 |
553
- | 0.0476 | 77.2308 | 1004 | 0.5432 | 0.6526 | 0.5432 | 0.7370 |
554
- | 0.0476 | 77.3846 | 1006 | 0.5441 | 0.6350 | 0.5441 | 0.7377 |
555
- | 0.0476 | 77.5385 | 1008 | 0.5448 | 0.6350 | 0.5448 | 0.7381 |
556
- | 0.0476 | 77.6923 | 1010 | 0.5451 | 0.6350 | 0.5451 | 0.7383 |
557
- | 0.0476 | 77.8462 | 1012 | 0.5493 | 0.6167 | 0.5493 | 0.7411 |
558
- | 0.0476 | 78.0 | 1014 | 0.5562 | 0.6464 | 0.5562 | 0.7458 |
559
- | 0.0476 | 78.1538 | 1016 | 0.5577 | 0.6226 | 0.5577 | 0.7468 |
560
- | 0.0476 | 78.3077 | 1018 | 0.5534 | 0.5925 | 0.5534 | 0.7439 |
561
- | 0.0476 | 78.4615 | 1020 | 0.5524 | 0.5911 | 0.5524 | 0.7432 |
562
- | 0.0476 | 78.6154 | 1022 | 0.5508 | 0.5911 | 0.5508 | 0.7421 |
563
- | 0.0476 | 78.7692 | 1024 | 0.5480 | 0.6167 | 0.5480 | 0.7402 |
564
 
565
 
566
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k5_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_FineTuningAraBERT_run1_AugV5_k5_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: 0.5319
19
+ - Qwk: 0.6620
20
+ - Mse: 0.5319
21
+ - Rmse: 0.7293
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1333 | 2 | 4.0121 | 0.0069 | 4.0121 | 2.0030 |
53
+ | No log | 0.2667 | 4 | 2.1405 | 0.0450 | 2.1405 | 1.4630 |
54
+ | No log | 0.4 | 6 | 1.4755 | 0.0408 | 1.4755 | 1.2147 |
55
+ | No log | 0.5333 | 8 | 1.0516 | 0.2734 | 1.0516 | 1.0255 |
56
+ | No log | 0.6667 | 10 | 1.0824 | 0.1643 | 1.0824 | 1.0404 |
57
+ | No log | 0.8 | 12 | 1.2759 | -0.1333 | 1.2759 | 1.1295 |
58
+ | No log | 0.9333 | 14 | 1.4281 | -0.0777 | 1.4281 | 1.1951 |
59
+ | No log | 1.0667 | 16 | 1.5161 | -0.0709 | 1.5161 | 1.2313 |
60
+ | No log | 1.2 | 18 | 1.2867 | -0.0394 | 1.2867 | 1.1343 |
61
+ | No log | 1.3333 | 20 | 1.1995 | 0.0967 | 1.1995 | 1.0952 |
62
+ | No log | 1.4667 | 22 | 1.2540 | -0.0032 | 1.2540 | 1.1198 |
63
+ | No log | 1.6 | 24 | 1.1729 | 0.0820 | 1.1729 | 1.0830 |
64
+ | No log | 1.7333 | 26 | 1.0244 | 0.3326 | 1.0244 | 1.0121 |
65
+ | No log | 1.8667 | 28 | 1.0345 | 0.2697 | 1.0345 | 1.0171 |
66
+ | No log | 2.0 | 30 | 1.0688 | 0.2236 | 1.0688 | 1.0338 |
67
+ | No log | 2.1333 | 32 | 1.0751 | 0.2390 | 1.0751 | 1.0369 |
68
+ | No log | 2.2667 | 34 | 1.0323 | 0.2416 | 1.0323 | 1.0160 |
69
+ | No log | 2.4 | 36 | 1.0861 | 0.1436 | 1.0861 | 1.0422 |
70
+ | No log | 2.5333 | 38 | 1.0908 | 0.1436 | 1.0908 | 1.0444 |
71
+ | No log | 2.6667 | 40 | 0.9866 | 0.2416 | 0.9866 | 0.9933 |
72
+ | No log | 2.8 | 42 | 0.9687 | 0.2265 | 0.9687 | 0.9842 |
73
+ | No log | 2.9333 | 44 | 0.9994 | 0.3372 | 0.9994 | 0.9997 |
74
+ | No log | 3.0667 | 46 | 1.0022 | 0.3687 | 1.0022 | 1.0011 |
75
+ | No log | 3.2 | 48 | 1.1401 | 0.3863 | 1.1401 | 1.0678 |
76
+ | No log | 3.3333 | 50 | 1.2943 | 0.2993 | 1.2943 | 1.1377 |
77
+ | No log | 3.4667 | 52 | 1.1018 | 0.3502 | 1.1018 | 1.0497 |
78
+ | No log | 3.6 | 54 | 0.8783 | 0.4494 | 0.8783 | 0.9372 |
79
+ | No log | 3.7333 | 56 | 1.0112 | 0.3449 | 1.0112 | 1.0056 |
80
+ | No log | 3.8667 | 58 | 1.3693 | 0.0840 | 1.3693 | 1.1702 |
81
+ | No log | 4.0 | 60 | 1.4294 | 0.1379 | 1.4294 | 1.1956 |
82
+ | No log | 4.1333 | 62 | 1.1873 | 0.2857 | 1.1873 | 1.0896 |
83
+ | No log | 4.2667 | 64 | 0.8918 | 0.4265 | 0.8918 | 0.9443 |
84
+ | No log | 4.4 | 66 | 0.7505 | 0.5010 | 0.7505 | 0.8663 |
85
+ | No log | 4.5333 | 68 | 0.7444 | 0.5375 | 0.7444 | 0.8628 |
86
+ | No log | 4.6667 | 70 | 0.7857 | 0.5199 | 0.7857 | 0.8864 |
87
+ | No log | 4.8 | 72 | 0.9551 | 0.3624 | 0.9551 | 0.9773 |
88
+ | No log | 4.9333 | 74 | 0.8291 | 0.5586 | 0.8291 | 0.9105 |
89
+ | No log | 5.0667 | 76 | 0.7306 | 0.4850 | 0.7306 | 0.8547 |
90
+ | No log | 5.2 | 78 | 0.8554 | 0.5230 | 0.8554 | 0.9249 |
91
+ | No log | 5.3333 | 80 | 0.7357 | 0.5163 | 0.7357 | 0.8578 |
92
+ | No log | 5.4667 | 82 | 0.6618 | 0.5235 | 0.6618 | 0.8135 |
93
+ | No log | 5.6 | 84 | 0.7039 | 0.5910 | 0.7039 | 0.8390 |
94
+ | No log | 5.7333 | 86 | 0.6963 | 0.4708 | 0.6963 | 0.8345 |
95
+ | No log | 5.8667 | 88 | 0.6581 | 0.4995 | 0.6581 | 0.8112 |
96
+ | No log | 6.0 | 90 | 0.7346 | 0.5598 | 0.7346 | 0.8571 |
97
+ | No log | 6.1333 | 92 | 0.6786 | 0.5860 | 0.6786 | 0.8238 |
98
+ | No log | 6.2667 | 94 | 0.6124 | 0.6095 | 0.6124 | 0.7826 |
99
+ | No log | 6.4 | 96 | 0.5998 | 0.6306 | 0.5998 | 0.7745 |
100
+ | No log | 6.5333 | 98 | 0.6586 | 0.6573 | 0.6586 | 0.8115 |
101
+ | No log | 6.6667 | 100 | 0.6830 | 0.6395 | 0.6830 | 0.8264 |
102
+ | No log | 6.8 | 102 | 0.6050 | 0.7001 | 0.6050 | 0.7778 |
103
+ | No log | 6.9333 | 104 | 0.7241 | 0.5259 | 0.7241 | 0.8509 |
104
+ | No log | 7.0667 | 106 | 1.0517 | 0.4929 | 1.0517 | 1.0255 |
105
+ | No log | 7.2 | 108 | 0.8991 | 0.5283 | 0.8991 | 0.9482 |
106
+ | No log | 7.3333 | 110 | 0.6204 | 0.5876 | 0.6204 | 0.7876 |
107
+ | No log | 7.4667 | 112 | 0.6082 | 0.6695 | 0.6082 | 0.7799 |
108
+ | No log | 7.6 | 114 | 0.5754 | 0.7074 | 0.5754 | 0.7585 |
109
+ | No log | 7.7333 | 116 | 0.6044 | 0.6234 | 0.6044 | 0.7774 |
110
+ | No log | 7.8667 | 118 | 0.7455 | 0.5664 | 0.7455 | 0.8634 |
111
+ | No log | 8.0 | 120 | 0.7479 | 0.5821 | 0.7479 | 0.8648 |
112
+ | No log | 8.1333 | 122 | 0.6144 | 0.6386 | 0.6144 | 0.7838 |
113
+ | No log | 8.2667 | 124 | 0.6060 | 0.6345 | 0.6060 | 0.7784 |
114
+ | No log | 8.4 | 126 | 0.6244 | 0.6237 | 0.6244 | 0.7902 |
115
+ | No log | 8.5333 | 128 | 0.8180 | 0.5157 | 0.8180 | 0.9044 |
116
+ | No log | 8.6667 | 130 | 0.9115 | 0.4961 | 0.9115 | 0.9547 |
117
+ | No log | 8.8 | 132 | 0.7593 | 0.4767 | 0.7593 | 0.8714 |
118
+ | No log | 8.9333 | 134 | 0.6838 | 0.5438 | 0.6838 | 0.8269 |
119
+ | No log | 9.0667 | 136 | 0.6782 | 0.5327 | 0.6782 | 0.8235 |
120
+ | No log | 9.2 | 138 | 0.8244 | 0.5804 | 0.8244 | 0.9080 |
121
+ | No log | 9.3333 | 140 | 0.8647 | 0.5581 | 0.8647 | 0.9299 |
122
+ | No log | 9.4667 | 142 | 0.6710 | 0.5325 | 0.6710 | 0.8191 |
123
+ | No log | 9.6 | 144 | 0.6290 | 0.6055 | 0.6290 | 0.7931 |
124
+ | No log | 9.7333 | 146 | 0.6244 | 0.6055 | 0.6244 | 0.7902 |
125
+ | No log | 9.8667 | 148 | 0.6315 | 0.6234 | 0.6315 | 0.7947 |
126
+ | No log | 10.0 | 150 | 0.7901 | 0.6057 | 0.7901 | 0.8889 |
127
+ | No log | 10.1333 | 152 | 0.7441 | 0.6074 | 0.7441 | 0.8626 |
128
+ | No log | 10.2667 | 154 | 0.5948 | 0.6374 | 0.5948 | 0.7712 |
129
+ | No log | 10.4 | 156 | 0.7070 | 0.6291 | 0.7070 | 0.8408 |
130
+ | No log | 10.5333 | 158 | 0.7442 | 0.5745 | 0.7442 | 0.8626 |
131
+ | No log | 10.6667 | 160 | 0.6055 | 0.6605 | 0.6055 | 0.7781 |
132
+ | No log | 10.8 | 162 | 0.6192 | 0.5794 | 0.6192 | 0.7869 |
133
+ | No log | 10.9333 | 164 | 0.7527 | 0.5905 | 0.7527 | 0.8676 |
134
+ | No log | 11.0667 | 166 | 0.6687 | 0.6014 | 0.6687 | 0.8177 |
135
+ | No log | 11.2 | 168 | 0.5640 | 0.6667 | 0.5640 | 0.7510 |
136
+ | No log | 11.3333 | 170 | 0.5807 | 0.6623 | 0.5807 | 0.7620 |
137
+ | No log | 11.4667 | 172 | 0.5696 | 0.6335 | 0.5696 | 0.7547 |
138
+ | No log | 11.6 | 174 | 0.5696 | 0.6750 | 0.5696 | 0.7547 |
139
+ | No log | 11.7333 | 176 | 0.5664 | 0.6409 | 0.5664 | 0.7526 |
140
+ | No log | 11.8667 | 178 | 0.5595 | 0.6699 | 0.5595 | 0.7480 |
141
+ | No log | 12.0 | 180 | 0.5714 | 0.6497 | 0.5714 | 0.7559 |
142
+ | No log | 12.1333 | 182 | 0.5717 | 0.6393 | 0.5717 | 0.7561 |
143
+ | No log | 12.2667 | 184 | 0.5515 | 0.6374 | 0.5515 | 0.7426 |
144
+ | No log | 12.4 | 186 | 0.5841 | 0.5865 | 0.5841 | 0.7643 |
145
+ | No log | 12.5333 | 188 | 0.6035 | 0.6050 | 0.6035 | 0.7769 |
146
+ | No log | 12.6667 | 190 | 0.5787 | 0.5926 | 0.5787 | 0.7607 |
147
+ | No log | 12.8 | 192 | 0.5802 | 0.6051 | 0.5802 | 0.7617 |
148
+ | No log | 12.9333 | 194 | 0.5536 | 0.6460 | 0.5536 | 0.7440 |
149
+ | No log | 13.0667 | 196 | 0.5157 | 0.7409 | 0.5157 | 0.7181 |
150
+ | No log | 13.2 | 198 | 0.5539 | 0.6485 | 0.5539 | 0.7442 |
151
+ | No log | 13.3333 | 200 | 0.4963 | 0.7165 | 0.4963 | 0.7045 |
152
+ | No log | 13.4667 | 202 | 0.4672 | 0.7110 | 0.4672 | 0.6835 |
153
+ | No log | 13.6 | 204 | 0.4704 | 0.7158 | 0.4704 | 0.6859 |
154
+ | No log | 13.7333 | 206 | 0.4760 | 0.6748 | 0.4760 | 0.6899 |
155
+ | No log | 13.8667 | 208 | 0.5319 | 0.6572 | 0.5319 | 0.7293 |
156
+ | No log | 14.0 | 210 | 0.5973 | 0.5873 | 0.5973 | 0.7729 |
157
+ | No log | 14.1333 | 212 | 0.5754 | 0.6302 | 0.5754 | 0.7586 |
158
+ | No log | 14.2667 | 214 | 0.5846 | 0.6322 | 0.5846 | 0.7646 |
159
+ | No log | 14.4 | 216 | 0.6027 | 0.6435 | 0.6027 | 0.7764 |
160
+ | No log | 14.5333 | 218 | 0.5950 | 0.5759 | 0.5950 | 0.7714 |
161
+ | No log | 14.6667 | 220 | 0.6926 | 0.5598 | 0.6926 | 0.8323 |
162
+ | No log | 14.8 | 222 | 0.7060 | 0.5590 | 0.7060 | 0.8402 |
163
+ | No log | 14.9333 | 224 | 0.6087 | 0.5876 | 0.6087 | 0.7802 |
164
+ | No log | 15.0667 | 226 | 0.5902 | 0.5817 | 0.5902 | 0.7683 |
165
+ | No log | 15.2 | 228 | 0.5766 | 0.6207 | 0.5766 | 0.7593 |
166
+ | No log | 15.3333 | 230 | 0.5803 | 0.6018 | 0.5803 | 0.7618 |
167
+ | No log | 15.4667 | 232 | 0.6179 | 0.6125 | 0.6179 | 0.7861 |
168
+ | No log | 15.6 | 234 | 0.7473 | 0.5257 | 0.7473 | 0.8645 |
169
+ | No log | 15.7333 | 236 | 0.7555 | 0.5039 | 0.7555 | 0.8692 |
170
+ | No log | 15.8667 | 238 | 0.8393 | 0.4826 | 0.8393 | 0.9161 |
171
+ | No log | 16.0 | 240 | 1.0294 | 0.4228 | 1.0294 | 1.0146 |
172
+ | No log | 16.1333 | 242 | 0.9448 | 0.3973 | 0.9448 | 0.9720 |
173
+ | No log | 16.2667 | 244 | 0.6934 | 0.5138 | 0.6934 | 0.8327 |
174
+ | No log | 16.4 | 246 | 0.6082 | 0.6057 | 0.6082 | 0.7799 |
175
+ | No log | 16.5333 | 248 | 0.5950 | 0.5735 | 0.5950 | 0.7713 |
176
+ | No log | 16.6667 | 250 | 0.5974 | 0.5373 | 0.5974 | 0.7729 |
177
+ | No log | 16.8 | 252 | 0.6038 | 0.5886 | 0.6038 | 0.7770 |
178
+ | No log | 16.9333 | 254 | 0.6004 | 0.6187 | 0.6004 | 0.7749 |
179
+ | No log | 17.0667 | 256 | 0.6427 | 0.6090 | 0.6427 | 0.8017 |
180
+ | No log | 17.2 | 258 | 0.6524 | 0.5970 | 0.6524 | 0.8077 |
181
+ | No log | 17.3333 | 260 | 0.6206 | 0.6499 | 0.6206 | 0.7878 |
182
+ | No log | 17.4667 | 262 | 0.6026 | 0.6435 | 0.6026 | 0.7763 |
183
+ | No log | 17.6 | 264 | 0.6124 | 0.6076 | 0.6124 | 0.7825 |
184
+ | No log | 17.7333 | 266 | 0.6104 | 0.5690 | 0.6104 | 0.7813 |
185
+ | No log | 17.8667 | 268 | 0.6023 | 0.6105 | 0.6023 | 0.7761 |
186
+ | No log | 18.0 | 270 | 0.5935 | 0.6549 | 0.5935 | 0.7704 |
187
+ | No log | 18.1333 | 272 | 0.6049 | 0.6415 | 0.6049 | 0.7778 |
188
+ | No log | 18.2667 | 274 | 0.6007 | 0.6301 | 0.6007 | 0.7751 |
189
+ | No log | 18.4 | 276 | 0.5746 | 0.5978 | 0.5746 | 0.7580 |
190
+ | No log | 18.5333 | 278 | 0.5538 | 0.5921 | 0.5538 | 0.7442 |
191
+ | No log | 18.6667 | 280 | 0.5377 | 0.6228 | 0.5377 | 0.7333 |
192
+ | No log | 18.8 | 282 | 0.5058 | 0.6857 | 0.5058 | 0.7112 |
193
+ | No log | 18.9333 | 284 | 0.5029 | 0.6962 | 0.5029 | 0.7091 |
194
+ | No log | 19.0667 | 286 | 0.4965 | 0.6962 | 0.4965 | 0.7046 |
195
+ | No log | 19.2 | 288 | 0.4966 | 0.6962 | 0.4966 | 0.7047 |
196
+ | No log | 19.3333 | 290 | 0.5004 | 0.7001 | 0.5004 | 0.7074 |
197
+ | No log | 19.4667 | 292 | 0.5033 | 0.7001 | 0.5033 | 0.7094 |
198
+ | No log | 19.6 | 294 | 0.5183 | 0.6993 | 0.5183 | 0.7200 |
199
+ | No log | 19.7333 | 296 | 0.5118 | 0.7001 | 0.5118 | 0.7154 |
200
+ | No log | 19.8667 | 298 | 0.5325 | 0.6383 | 0.5325 | 0.7297 |
201
+ | No log | 20.0 | 300 | 0.5527 | 0.6248 | 0.5527 | 0.7434 |
202
+ | No log | 20.1333 | 302 | 0.5250 | 0.6374 | 0.5250 | 0.7246 |
203
+ | No log | 20.2667 | 304 | 0.5470 | 0.6807 | 0.5470 | 0.7396 |
204
+ | No log | 20.4 | 306 | 0.5785 | 0.6807 | 0.5785 | 0.7606 |
205
+ | No log | 20.5333 | 308 | 0.5470 | 0.6815 | 0.5470 | 0.7396 |
206
+ | No log | 20.6667 | 310 | 0.5703 | 0.5831 | 0.5703 | 0.7552 |
207
+ | No log | 20.8 | 312 | 0.6233 | 0.5699 | 0.6233 | 0.7895 |
208
+ | No log | 20.9333 | 314 | 0.6063 | 0.6092 | 0.6063 | 0.7787 |
209
+ | No log | 21.0667 | 316 | 0.5146 | 0.6838 | 0.5146 | 0.7174 |
210
+ | No log | 21.2 | 318 | 0.4926 | 0.7164 | 0.4926 | 0.7019 |
211
+ | No log | 21.3333 | 320 | 0.6147 | 0.6300 | 0.6147 | 0.7840 |
212
+ | No log | 21.4667 | 322 | 0.6386 | 0.5835 | 0.6386 | 0.7992 |
213
+ | No log | 21.6 | 324 | 0.5804 | 0.6654 | 0.5804 | 0.7619 |
214
+ | No log | 21.7333 | 326 | 0.5391 | 0.5666 | 0.5391 | 0.7342 |
215
+ | No log | 21.8667 | 328 | 0.5396 | 0.5704 | 0.5396 | 0.7346 |
216
+ | No log | 22.0 | 330 | 0.5383 | 0.6129 | 0.5383 | 0.7337 |
217
+ | No log | 22.1333 | 332 | 0.5272 | 0.6390 | 0.5272 | 0.7261 |
218
+ | No log | 22.2667 | 334 | 0.5411 | 0.6588 | 0.5411 | 0.7356 |
219
+ | No log | 22.4 | 336 | 0.6175 | 0.6295 | 0.6175 | 0.7858 |
220
+ | No log | 22.5333 | 338 | 0.6316 | 0.6101 | 0.6316 | 0.7947 |
221
+ | No log | 22.6667 | 340 | 0.6025 | 0.6051 | 0.6025 | 0.7762 |
222
+ | No log | 22.8 | 342 | 0.5840 | 0.6407 | 0.5840 | 0.7642 |
223
+ | No log | 22.9333 | 344 | 0.5864 | 0.5188 | 0.5864 | 0.7657 |
224
+ | No log | 23.0667 | 346 | 0.5979 | 0.5568 | 0.5979 | 0.7732 |
225
+ | No log | 23.2 | 348 | 0.5749 | 0.5301 | 0.5749 | 0.7583 |
226
+ | No log | 23.3333 | 350 | 0.5665 | 0.6407 | 0.5665 | 0.7527 |
227
+ | No log | 23.4667 | 352 | 0.5613 | 0.5845 | 0.5613 | 0.7492 |
228
+ | No log | 23.6 | 354 | 0.6211 | 0.5977 | 0.6211 | 0.7881 |
229
+ | No log | 23.7333 | 356 | 0.7599 | 0.5491 | 0.7599 | 0.8717 |
230
+ | No log | 23.8667 | 358 | 0.7348 | 0.5495 | 0.7348 | 0.8572 |
231
+ | No log | 24.0 | 360 | 0.6497 | 0.5782 | 0.6497 | 0.8060 |
232
+ | No log | 24.1333 | 362 | 0.5732 | 0.5669 | 0.5732 | 0.7571 |
233
+ | No log | 24.2667 | 364 | 0.5905 | 0.6122 | 0.5905 | 0.7684 |
234
+ | No log | 24.4 | 366 | 0.6120 | 0.6021 | 0.6120 | 0.7823 |
235
+ | No log | 24.5333 | 368 | 0.5852 | 0.6241 | 0.5852 | 0.7650 |
236
+ | No log | 24.6667 | 370 | 0.5725 | 0.6518 | 0.5725 | 0.7566 |
237
+ | No log | 24.8 | 372 | 0.5717 | 0.6241 | 0.5717 | 0.7561 |
238
+ | No log | 24.9333 | 374 | 0.5861 | 0.5763 | 0.5861 | 0.7656 |
239
+ | No log | 25.0667 | 376 | 0.5692 | 0.5986 | 0.5692 | 0.7544 |
240
+ | No log | 25.2 | 378 | 0.5601 | 0.6241 | 0.5601 | 0.7484 |
241
+ | No log | 25.3333 | 380 | 0.5625 | 0.6688 | 0.5625 | 0.7500 |
242
+ | No log | 25.4667 | 382 | 0.5724 | 0.6499 | 0.5724 | 0.7566 |
243
+ | No log | 25.6 | 384 | 0.5883 | 0.6377 | 0.5883 | 0.7670 |
244
+ | No log | 25.7333 | 386 | 0.6158 | 0.6244 | 0.6158 | 0.7847 |
245
+ | No log | 25.8667 | 388 | 0.6442 | 0.6244 | 0.6442 | 0.8026 |
246
+ | No log | 26.0 | 390 | 0.6119 | 0.6244 | 0.6119 | 0.7823 |
247
+ | No log | 26.1333 | 392 | 0.5540 | 0.6460 | 0.5540 | 0.7443 |
248
+ | No log | 26.2667 | 394 | 0.5267 | 0.6230 | 0.5267 | 0.7257 |
249
+ | No log | 26.4 | 396 | 0.5248 | 0.6787 | 0.5248 | 0.7244 |
250
+ | No log | 26.5333 | 398 | 0.5055 | 0.6978 | 0.5055 | 0.7110 |
251
+ | No log | 26.6667 | 400 | 0.5111 | 0.6479 | 0.5111 | 0.7149 |
252
+ | No log | 26.8 | 402 | 0.5614 | 0.6646 | 0.5614 | 0.7493 |
253
+ | No log | 26.9333 | 404 | 0.5711 | 0.6916 | 0.5711 | 0.7557 |
254
+ | No log | 27.0667 | 406 | 0.5579 | 0.6902 | 0.5579 | 0.7469 |
255
+ | No log | 27.2 | 408 | 0.5467 | 0.6161 | 0.5467 | 0.7394 |
256
+ | No log | 27.3333 | 410 | 0.5475 | 0.6276 | 0.5475 | 0.7399 |
257
+ | No log | 27.4667 | 412 | 0.5345 | 0.6139 | 0.5345 | 0.7311 |
258
+ | No log | 27.6 | 414 | 0.5085 | 0.6950 | 0.5085 | 0.7131 |
259
+ | No log | 27.7333 | 416 | 0.5218 | 0.7051 | 0.5218 | 0.7224 |
260
+ | No log | 27.8667 | 418 | 0.5390 | 0.7051 | 0.5390 | 0.7342 |
261
+ | No log | 28.0 | 420 | 0.5683 | 0.6539 | 0.5683 | 0.7538 |
262
+ | No log | 28.1333 | 422 | 0.5992 | 0.6415 | 0.5992 | 0.7741 |
263
+ | No log | 28.2667 | 424 | 0.6020 | 0.6210 | 0.6020 | 0.7759 |
264
+ | No log | 28.4 | 426 | 0.6044 | 0.6444 | 0.6044 | 0.7774 |
265
+ | No log | 28.5333 | 428 | 0.6084 | 0.6394 | 0.6084 | 0.7800 |
266
+ | No log | 28.6667 | 430 | 0.5814 | 0.6601 | 0.5814 | 0.7625 |
267
+ | No log | 28.8 | 432 | 0.5689 | 0.6601 | 0.5689 | 0.7543 |
268
+ | No log | 28.9333 | 434 | 0.5527 | 0.6620 | 0.5527 | 0.7435 |
269
+ | No log | 29.0667 | 436 | 0.5604 | 0.6302 | 0.5604 | 0.7486 |
270
+ | No log | 29.2 | 438 | 0.5787 | 0.5359 | 0.5787 | 0.7607 |
271
+ | No log | 29.3333 | 440 | 0.5624 | 0.6067 | 0.5624 | 0.7500 |
272
+ | No log | 29.4667 | 442 | 0.5443 | 0.6508 | 0.5443 | 0.7378 |
273
+ | No log | 29.6 | 444 | 0.5581 | 0.6620 | 0.5581 | 0.7471 |
274
+ | No log | 29.7333 | 446 | 0.5841 | 0.6394 | 0.5841 | 0.7643 |
275
+ | No log | 29.8667 | 448 | 0.6036 | 0.6394 | 0.6036 | 0.7769 |
276
+ | No log | 30.0 | 450 | 0.5883 | 0.6769 | 0.5883 | 0.7670 |
277
+ | No log | 30.1333 | 452 | 0.5650 | 0.6243 | 0.5650 | 0.7517 |
278
+ | No log | 30.2667 | 454 | 0.5431 | 0.6343 | 0.5431 | 0.7369 |
279
+ | No log | 30.4 | 456 | 0.5365 | 0.6685 | 0.5365 | 0.7325 |
280
+ | No log | 30.5333 | 458 | 0.5069 | 0.6442 | 0.5069 | 0.7119 |
281
+ | No log | 30.6667 | 460 | 0.5036 | 0.6712 | 0.5036 | 0.7096 |
282
+ | No log | 30.8 | 462 | 0.5081 | 0.6880 | 0.5081 | 0.7128 |
283
+ | No log | 30.9333 | 464 | 0.5110 | 0.6649 | 0.5110 | 0.7149 |
284
+ | No log | 31.0667 | 466 | 0.5487 | 0.6334 | 0.5487 | 0.7408 |
285
+ | No log | 31.2 | 468 | 0.5944 | 0.6308 | 0.5944 | 0.7710 |
286
+ | No log | 31.3333 | 470 | 0.6059 | 0.5913 | 0.6059 | 0.7784 |
287
+ | No log | 31.4667 | 472 | 0.5750 | 0.6292 | 0.5750 | 0.7583 |
288
+ | No log | 31.6 | 474 | 0.5660 | 0.6681 | 0.5660 | 0.7524 |
289
+ | No log | 31.7333 | 476 | 0.5597 | 0.6354 | 0.5597 | 0.7481 |
290
+ | No log | 31.8667 | 478 | 0.5518 | 0.6479 | 0.5518 | 0.7428 |
291
+ | No log | 32.0 | 480 | 0.5442 | 0.6535 | 0.5442 | 0.7377 |
292
+ | No log | 32.1333 | 482 | 0.5363 | 0.6215 | 0.5363 | 0.7323 |
293
+ | No log | 32.2667 | 484 | 0.5282 | 0.6575 | 0.5282 | 0.7268 |
294
+ | No log | 32.4 | 486 | 0.5314 | 0.7009 | 0.5314 | 0.7290 |
295
+ | No log | 32.5333 | 488 | 0.5594 | 0.7035 | 0.5594 | 0.7479 |
296
+ | No log | 32.6667 | 490 | 0.6227 | 0.5981 | 0.6227 | 0.7891 |
297
+ | No log | 32.8 | 492 | 0.6521 | 0.5860 | 0.6521 | 0.8075 |
298
+ | No log | 32.9333 | 494 | 0.6376 | 0.5860 | 0.6376 | 0.7985 |
299
+ | No log | 33.0667 | 496 | 0.6016 | 0.6009 | 0.6016 | 0.7756 |
300
+ | No log | 33.2 | 498 | 0.5645 | 0.7035 | 0.5645 | 0.7513 |
301
+ | 0.268 | 33.3333 | 500 | 0.5431 | 0.6903 | 0.5431 | 0.7369 |
302
+ | 0.268 | 33.4667 | 502 | 0.5382 | 0.6575 | 0.5382 | 0.7336 |
303
+ | 0.268 | 33.6 | 504 | 0.5327 | 0.6903 | 0.5327 | 0.7299 |
304
+ | 0.268 | 33.7333 | 506 | 0.5355 | 0.7043 | 0.5355 | 0.7318 |
305
+ | 0.268 | 33.8667 | 508 | 0.5549 | 0.7035 | 0.5549 | 0.7449 |
306
+ | 0.268 | 34.0 | 510 | 0.5987 | 0.6520 | 0.5987 | 0.7738 |
307
+ | 0.268 | 34.1333 | 512 | 0.5974 | 0.6691 | 0.5974 | 0.7729 |
308
+ | 0.268 | 34.2667 | 514 | 0.5568 | 0.6985 | 0.5568 | 0.7462 |
309
+ | 0.268 | 34.4 | 516 | 0.5250 | 0.6824 | 0.5250 | 0.7246 |
310
+ | 0.268 | 34.5333 | 518 | 0.5154 | 0.6380 | 0.5154 | 0.7179 |
311
+ | 0.268 | 34.6667 | 520 | 0.5138 | 0.6488 | 0.5138 | 0.7168 |
312
+ | 0.268 | 34.8 | 522 | 0.5250 | 0.7101 | 0.5250 | 0.7246 |
313
+ | 0.268 | 34.9333 | 524 | 0.5509 | 0.7157 | 0.5509 | 0.7422 |
314
+ | 0.268 | 35.0667 | 526 | 0.5415 | 0.7101 | 0.5415 | 0.7359 |
315
+ | 0.268 | 35.2 | 528 | 0.5170 | 0.6993 | 0.5170 | 0.7190 |
316
+ | 0.268 | 35.3333 | 530 | 0.5086 | 0.6911 | 0.5086 | 0.7132 |
317
+ | 0.268 | 35.4667 | 532 | 0.5172 | 0.6675 | 0.5172 | 0.7192 |
318
+ | 0.268 | 35.6 | 534 | 0.5092 | 0.6675 | 0.5092 | 0.7136 |
319
+ | 0.268 | 35.7333 | 536 | 0.4906 | 0.6770 | 0.4906 | 0.7004 |
320
+ | 0.268 | 35.8667 | 538 | 0.4885 | 0.6962 | 0.4885 | 0.6989 |
321
+ | 0.268 | 36.0 | 540 | 0.5149 | 0.6993 | 0.5149 | 0.7176 |
322
+ | 0.268 | 36.1333 | 542 | 0.5228 | 0.6993 | 0.5228 | 0.7230 |
323
+ | 0.268 | 36.2667 | 544 | 0.5029 | 0.7171 | 0.5029 | 0.7092 |
324
+ | 0.268 | 36.4 | 546 | 0.5031 | 0.6681 | 0.5031 | 0.7093 |
325
+ | 0.268 | 36.5333 | 548 | 0.5101 | 0.6911 | 0.5101 | 0.7142 |
326
+ | 0.268 | 36.6667 | 550 | 0.4975 | 0.7186 | 0.4975 | 0.7053 |
327
+ | 0.268 | 36.8 | 552 | 0.4923 | 0.7082 | 0.4923 | 0.7017 |
328
+ | 0.268 | 36.9333 | 554 | 0.5038 | 0.6778 | 0.5038 | 0.7098 |
329
+ | 0.268 | 37.0667 | 556 | 0.5383 | 0.6828 | 0.5383 | 0.7337 |
330
+ | 0.268 | 37.2 | 558 | 0.5528 | 0.6707 | 0.5528 | 0.7435 |
331
+ | 0.268 | 37.3333 | 560 | 0.5621 | 0.6648 | 0.5621 | 0.7497 |
332
+ | 0.268 | 37.4667 | 562 | 0.5319 | 0.6620 | 0.5319 | 0.7293 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
333
 
334
 
335
  ### Framework versions