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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k8_task5_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k7_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k7_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: 0.5308
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- - Qwk: 0.6013
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- - Mse: 0.5308
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- - Rmse: 0.7285
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  ## Model description
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@@ -47,306 +47,347 @@ 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 | 0.0571 | 2 | 3.7193 | -0.0252 | 3.7193 | 1.9286 |
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- | No log | 0.1143 | 4 | 3.0101 | 0.0358 | 3.0101 | 1.7350 |
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- | No log | 0.1714 | 6 | 1.5706 | -0.0359 | 1.5706 | 1.2532 |
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- | No log | 0.2286 | 8 | 1.0866 | 0.1864 | 1.0866 | 1.0424 |
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- | No log | 0.2857 | 10 | 1.0940 | 0.1107 | 1.0940 | 1.0460 |
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- | No log | 0.3429 | 12 | 1.1032 | 0.1989 | 1.1032 | 1.0503 |
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- | No log | 0.4 | 14 | 1.0873 | 0.2120 | 1.0873 | 1.0427 |
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- | No log | 0.4571 | 16 | 1.0777 | 0.1711 | 1.0777 | 1.0381 |
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- | No log | 0.5143 | 18 | 0.9197 | 0.3836 | 0.9197 | 0.9590 |
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- | No log | 0.5714 | 20 | 0.8908 | 0.3709 | 0.8908 | 0.9438 |
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- | No log | 0.6286 | 22 | 0.9748 | 0.2100 | 0.9748 | 0.9873 |
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- | No log | 0.6857 | 24 | 1.0313 | 0.2471 | 1.0313 | 1.0155 |
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- | No log | 0.7429 | 26 | 0.9471 | 0.2850 | 0.9471 | 0.9732 |
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- | No log | 0.8 | 28 | 0.7935 | 0.4962 | 0.7935 | 0.8908 |
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- | No log | 0.8571 | 30 | 0.7495 | 0.4819 | 0.7495 | 0.8657 |
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- | No log | 0.9143 | 32 | 0.7363 | 0.4816 | 0.7363 | 0.8581 |
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- | No log | 0.9714 | 34 | 0.8715 | 0.4888 | 0.8715 | 0.9335 |
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- | No log | 1.0286 | 36 | 0.7825 | 0.5518 | 0.7825 | 0.8846 |
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- | No log | 1.0857 | 38 | 0.7499 | 0.5795 | 0.7499 | 0.8660 |
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- | No log | 1.1429 | 40 | 0.7299 | 0.5646 | 0.7299 | 0.8543 |
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- | No log | 1.2 | 42 | 0.7200 | 0.5539 | 0.7200 | 0.8485 |
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- | No log | 1.2571 | 44 | 0.7499 | 0.6054 | 0.7499 | 0.8660 |
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- | No log | 1.3143 | 46 | 0.7578 | 0.5888 | 0.7578 | 0.8705 |
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- | No log | 1.3714 | 48 | 0.7787 | 0.6055 | 0.7787 | 0.8824 |
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- | No log | 1.4286 | 50 | 0.6944 | 0.6144 | 0.6944 | 0.8333 |
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- | No log | 1.4857 | 52 | 0.6601 | 0.6564 | 0.6601 | 0.8125 |
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- | No log | 1.5429 | 54 | 0.6981 | 0.5865 | 0.6981 | 0.8355 |
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- | No log | 1.6 | 56 | 0.7758 | 0.5350 | 0.7758 | 0.8808 |
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- | No log | 1.6571 | 58 | 0.6654 | 0.6368 | 0.6654 | 0.8157 |
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- | No log | 1.7143 | 60 | 0.6840 | 0.6452 | 0.6840 | 0.8270 |
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- | No log | 1.7714 | 62 | 0.8389 | 0.6405 | 0.8389 | 0.9159 |
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- | No log | 1.8286 | 64 | 0.7103 | 0.6353 | 0.7103 | 0.8428 |
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- | No log | 1.8857 | 66 | 0.6537 | 0.6124 | 0.6537 | 0.8085 |
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- | No log | 1.9429 | 68 | 0.6801 | 0.6278 | 0.6801 | 0.8247 |
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- | No log | 2.0 | 70 | 0.9596 | 0.4923 | 0.9596 | 0.9796 |
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- | No log | 2.0571 | 72 | 1.0329 | 0.4505 | 1.0329 | 1.0163 |
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- | No log | 2.1143 | 74 | 0.7475 | 0.5902 | 0.7475 | 0.8646 |
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- | No log | 2.1714 | 76 | 0.8282 | 0.5910 | 0.8282 | 0.9100 |
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- | No log | 2.2286 | 78 | 1.0507 | 0.4580 | 1.0507 | 1.0251 |
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- | No log | 2.2857 | 80 | 1.0085 | 0.4767 | 1.0085 | 1.0042 |
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- | No log | 2.3429 | 82 | 0.7512 | 0.5746 | 0.7512 | 0.8667 |
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- | No log | 2.4 | 84 | 0.6567 | 0.6057 | 0.6567 | 0.8103 |
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- | No log | 2.4571 | 86 | 0.6887 | 0.5327 | 0.6887 | 0.8299 |
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- | No log | 2.5143 | 88 | 0.6646 | 0.5542 | 0.6646 | 0.8152 |
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- | No log | 2.5714 | 90 | 0.6356 | 0.5985 | 0.6356 | 0.7973 |
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- | No log | 2.6286 | 92 | 0.6639 | 0.5898 | 0.6639 | 0.8148 |
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- | No log | 2.6857 | 94 | 0.8419 | 0.5521 | 0.8419 | 0.9176 |
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- | No log | 2.7429 | 96 | 0.9008 | 0.5516 | 0.9008 | 0.9491 |
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- | No log | 2.8 | 98 | 0.9403 | 0.5346 | 0.9403 | 0.9697 |
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- | No log | 2.8571 | 100 | 0.7717 | 0.5925 | 0.7717 | 0.8785 |
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- | No log | 2.9143 | 102 | 0.6826 | 0.6352 | 0.6826 | 0.8262 |
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- | No log | 2.9714 | 104 | 0.6585 | 0.6581 | 0.6585 | 0.8115 |
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- | No log | 3.0286 | 106 | 0.7158 | 0.5245 | 0.7158 | 0.8460 |
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- | No log | 3.0857 | 108 | 0.7706 | 0.5653 | 0.7706 | 0.8778 |
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- | No log | 3.1429 | 110 | 0.7264 | 0.5653 | 0.7264 | 0.8523 |
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- | No log | 3.2 | 112 | 0.7226 | 0.5913 | 0.7226 | 0.8500 |
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- | No log | 3.2571 | 114 | 0.7986 | 0.5948 | 0.7986 | 0.8937 |
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- | No log | 3.3143 | 116 | 0.7870 | 0.6083 | 0.7870 | 0.8871 |
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- | No log | 3.3714 | 118 | 0.7837 | 0.7059 | 0.7837 | 0.8853 |
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- | No log | 3.4286 | 120 | 0.8412 | 0.6656 | 0.8412 | 0.9172 |
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- | No log | 3.4857 | 122 | 0.7540 | 0.6785 | 0.7540 | 0.8683 |
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- | No log | 3.5429 | 124 | 0.6603 | 0.5797 | 0.6603 | 0.8126 |
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- | No log | 3.6 | 126 | 0.6802 | 0.6429 | 0.6802 | 0.8247 |
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- | No log | 3.6571 | 128 | 0.7214 | 0.6042 | 0.7214 | 0.8493 |
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- | No log | 3.7143 | 130 | 0.6524 | 0.6469 | 0.6524 | 0.8077 |
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- | No log | 3.7714 | 132 | 0.6205 | 0.5432 | 0.6205 | 0.7877 |
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- | No log | 3.8286 | 134 | 0.6097 | 0.5879 | 0.6097 | 0.7808 |
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- | No log | 3.8857 | 136 | 0.5870 | 0.6482 | 0.5870 | 0.7662 |
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- | No log | 3.9429 | 138 | 0.6744 | 0.6554 | 0.6744 | 0.8212 |
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- | No log | 4.0 | 140 | 0.8257 | 0.5808 | 0.8257 | 0.9087 |
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- | No log | 4.0571 | 142 | 0.6947 | 0.6427 | 0.6947 | 0.8335 |
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- | No log | 4.1143 | 144 | 0.5686 | 0.6942 | 0.5686 | 0.7541 |
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- | No log | 4.1714 | 146 | 0.7251 | 0.6092 | 0.7251 | 0.8515 |
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- | No log | 4.2286 | 148 | 0.7401 | 0.5811 | 0.7401 | 0.8603 |
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- | No log | 4.2857 | 150 | 0.5806 | 0.6544 | 0.5806 | 0.7620 |
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- | No log | 4.3429 | 152 | 0.6362 | 0.6670 | 0.6362 | 0.7976 |
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- | No log | 4.4 | 154 | 0.7372 | 0.5928 | 0.7372 | 0.8586 |
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- | No log | 4.4571 | 156 | 0.6494 | 0.6587 | 0.6494 | 0.8059 |
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- | No log | 4.5143 | 158 | 0.5472 | 0.6144 | 0.5472 | 0.7397 |
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- | No log | 4.5714 | 160 | 0.5568 | 0.6419 | 0.5568 | 0.7462 |
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- | No log | 4.6286 | 162 | 0.5486 | 0.6452 | 0.5486 | 0.7407 |
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- | No log | 4.6857 | 164 | 0.5811 | 0.6664 | 0.5811 | 0.7623 |
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- | No log | 4.7429 | 166 | 0.7893 | 0.5930 | 0.7893 | 0.8884 |
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- | No log | 4.8 | 168 | 0.8644 | 0.5056 | 0.8644 | 0.9297 |
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- | No log | 4.8571 | 170 | 0.7409 | 0.5160 | 0.7409 | 0.8607 |
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- | No log | 4.9143 | 172 | 0.6256 | 0.5972 | 0.6256 | 0.7909 |
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- | No log | 4.9714 | 174 | 0.7095 | 0.5805 | 0.7095 | 0.8423 |
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- | No log | 5.0286 | 176 | 0.7984 | 0.5574 | 0.7984 | 0.8935 |
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- | No log | 5.0857 | 178 | 0.7248 | 0.6154 | 0.7248 | 0.8514 |
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- | No log | 5.1429 | 180 | 0.6064 | 0.6869 | 0.6064 | 0.7787 |
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- | No log | 5.2 | 182 | 0.6732 | 0.5828 | 0.6732 | 0.8205 |
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- | No log | 5.2571 | 184 | 0.7755 | 0.6165 | 0.7755 | 0.8806 |
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- | No log | 5.3143 | 186 | 0.7223 | 0.5601 | 0.7223 | 0.8499 |
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- | No log | 5.3714 | 188 | 0.6370 | 0.6066 | 0.6370 | 0.7981 |
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- | No log | 5.4286 | 190 | 0.6525 | 0.6572 | 0.6525 | 0.8078 |
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- | No log | 5.4857 | 192 | 0.7284 | 0.5520 | 0.7284 | 0.8534 |
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- | No log | 5.5429 | 194 | 0.7487 | 0.5681 | 0.7487 | 0.8653 |
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- | No log | 5.6 | 196 | 0.6932 | 0.6622 | 0.6932 | 0.8326 |
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- | No log | 5.6571 | 198 | 0.7281 | 0.5993 | 0.7281 | 0.8533 |
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- | No log | 5.7143 | 200 | 0.7668 | 0.5949 | 0.7668 | 0.8757 |
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- | No log | 5.7714 | 202 | 0.7338 | 0.6032 | 0.7338 | 0.8566 |
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- | No log | 5.8286 | 204 | 0.6736 | 0.6572 | 0.6736 | 0.8207 |
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- | No log | 5.8857 | 206 | 0.6707 | 0.6144 | 0.6707 | 0.8189 |
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- | No log | 5.9429 | 208 | 0.6637 | 0.5930 | 0.6637 | 0.8147 |
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- | No log | 6.0 | 210 | 0.6503 | 0.6302 | 0.6503 | 0.8064 |
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- | No log | 6.0571 | 212 | 0.6468 | 0.6166 | 0.6468 | 0.8042 |
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- | No log | 6.1143 | 214 | 0.6403 | 0.6263 | 0.6403 | 0.8002 |
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- | No log | 6.1714 | 216 | 0.6280 | 0.6789 | 0.6280 | 0.7925 |
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- | No log | 6.2286 | 218 | 0.6474 | 0.6744 | 0.6474 | 0.8046 |
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- | No log | 6.2857 | 220 | 0.6816 | 0.6012 | 0.6816 | 0.8256 |
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- | No log | 6.3429 | 222 | 0.6328 | 0.6923 | 0.6328 | 0.7955 |
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- | No log | 6.4 | 224 | 0.6145 | 0.6421 | 0.6145 | 0.7839 |
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- | No log | 6.4571 | 226 | 0.6400 | 0.6228 | 0.6400 | 0.8000 |
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- | No log | 6.5143 | 228 | 0.6112 | 0.6219 | 0.6112 | 0.7818 |
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- | No log | 6.5714 | 230 | 0.5991 | 0.5988 | 0.5991 | 0.7740 |
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- | No log | 6.6286 | 232 | 0.5973 | 0.6497 | 0.5973 | 0.7729 |
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- | No log | 6.6857 | 234 | 0.5758 | 0.6903 | 0.5758 | 0.7588 |
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- | No log | 6.7429 | 236 | 0.5860 | 0.6347 | 0.5860 | 0.7655 |
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- | No log | 6.8 | 238 | 0.6099 | 0.6519 | 0.6099 | 0.7810 |
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- | No log | 6.8571 | 240 | 0.6003 | 0.6740 | 0.6003 | 0.7748 |
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- | No log | 6.9143 | 242 | 0.5940 | 0.6659 | 0.5940 | 0.7707 |
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- | No log | 6.9714 | 244 | 0.6192 | 0.6015 | 0.6192 | 0.7869 |
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- | No log | 7.0286 | 246 | 0.6090 | 0.6725 | 0.6090 | 0.7804 |
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- | No log | 7.0857 | 248 | 0.6298 | 0.6446 | 0.6298 | 0.7936 |
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- | No log | 7.1429 | 250 | 0.6576 | 0.6259 | 0.6576 | 0.8109 |
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- | No log | 7.2 | 252 | 0.6311 | 0.6259 | 0.6311 | 0.7944 |
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- | No log | 7.2571 | 254 | 0.6137 | 0.5996 | 0.6137 | 0.7834 |
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- | No log | 7.3143 | 256 | 0.5994 | 0.6018 | 0.5994 | 0.7742 |
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- | No log | 7.3714 | 258 | 0.5974 | 0.6206 | 0.5974 | 0.7729 |
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- | No log | 7.4286 | 260 | 0.5880 | 0.6650 | 0.5880 | 0.7668 |
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- | No log | 7.4857 | 262 | 0.5934 | 0.6672 | 0.5934 | 0.7703 |
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- | No log | 7.5429 | 264 | 0.6252 | 0.6296 | 0.6252 | 0.7907 |
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- | No log | 7.6 | 266 | 0.6152 | 0.6291 | 0.6152 | 0.7843 |
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- | No log | 7.6571 | 268 | 0.6097 | 0.5644 | 0.6097 | 0.7808 |
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- | No log | 7.7143 | 270 | 0.6351 | 0.5228 | 0.6351 | 0.7970 |
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- | No log | 7.7714 | 272 | 0.6068 | 0.5428 | 0.6068 | 0.7790 |
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- | No log | 7.8286 | 274 | 0.5763 | 0.6085 | 0.5763 | 0.7591 |
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- | No log | 7.8857 | 276 | 0.5922 | 0.6473 | 0.5922 | 0.7696 |
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- | No log | 7.9429 | 278 | 0.6107 | 0.6572 | 0.6107 | 0.7814 |
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- | No log | 8.0 | 280 | 0.6105 | 0.6114 | 0.6105 | 0.7814 |
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- | No log | 8.0571 | 282 | 0.6077 | 0.6114 | 0.6077 | 0.7796 |
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- | No log | 8.1143 | 284 | 0.6089 | 0.6320 | 0.6089 | 0.7804 |
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- | No log | 8.1714 | 286 | 0.6333 | 0.6094 | 0.6333 | 0.7958 |
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- | No log | 8.2286 | 288 | 0.6239 | 0.6094 | 0.6239 | 0.7899 |
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- | No log | 8.2857 | 290 | 0.5946 | 0.6424 | 0.5946 | 0.7711 |
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- | No log | 8.3429 | 292 | 0.5794 | 0.6689 | 0.5794 | 0.7612 |
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- | No log | 8.4 | 294 | 0.5876 | 0.6598 | 0.5876 | 0.7666 |
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- | No log | 8.4571 | 296 | 0.6628 | 0.5650 | 0.6628 | 0.8141 |
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- | No log | 8.5143 | 298 | 0.6563 | 0.6022 | 0.6563 | 0.8101 |
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- | No log | 8.5714 | 300 | 0.5806 | 0.6491 | 0.5806 | 0.7620 |
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- | No log | 8.6286 | 302 | 0.5912 | 0.6846 | 0.5912 | 0.7689 |
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- | No log | 8.6857 | 304 | 0.6213 | 0.6347 | 0.6213 | 0.7882 |
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- | No log | 8.7429 | 306 | 0.6209 | 0.5546 | 0.6209 | 0.7880 |
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- | No log | 8.8 | 308 | 0.6520 | 0.5534 | 0.6520 | 0.8075 |
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- | No log | 8.8571 | 310 | 0.6675 | 0.5534 | 0.6675 | 0.8170 |
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- | No log | 8.9143 | 312 | 0.6434 | 0.5425 | 0.6434 | 0.8021 |
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- | No log | 8.9714 | 314 | 0.6100 | 0.6186 | 0.6100 | 0.7811 |
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- | No log | 9.0286 | 316 | 0.6076 | 0.5995 | 0.6076 | 0.7795 |
210
- | No log | 9.0857 | 318 | 0.6203 | 0.5945 | 0.6203 | 0.7876 |
211
- | No log | 9.1429 | 320 | 0.6016 | 0.6482 | 0.6016 | 0.7757 |
212
- | No log | 9.2 | 322 | 0.5972 | 0.6473 | 0.5972 | 0.7728 |
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- | No log | 9.2571 | 324 | 0.5947 | 0.6805 | 0.5947 | 0.7711 |
214
- | No log | 9.3143 | 326 | 0.5951 | 0.6519 | 0.5951 | 0.7714 |
215
- | No log | 9.3714 | 328 | 0.5724 | 0.6518 | 0.5724 | 0.7566 |
216
- | No log | 9.4286 | 330 | 0.6083 | 0.6215 | 0.6083 | 0.7799 |
217
- | No log | 9.4857 | 332 | 0.6490 | 0.6194 | 0.6490 | 0.8056 |
218
- | No log | 9.5429 | 334 | 0.6074 | 0.6205 | 0.6074 | 0.7794 |
219
- | No log | 9.6 | 336 | 0.5877 | 0.6725 | 0.5877 | 0.7666 |
220
- | No log | 9.6571 | 338 | 0.6468 | 0.6260 | 0.6468 | 0.8042 |
221
- | No log | 9.7143 | 340 | 0.6880 | 0.6026 | 0.6880 | 0.8295 |
222
- | No log | 9.7714 | 342 | 0.6667 | 0.6414 | 0.6667 | 0.8165 |
223
- | No log | 9.8286 | 344 | 0.6461 | 0.6491 | 0.6461 | 0.8038 |
224
- | No log | 9.8857 | 346 | 0.6619 | 0.6195 | 0.6619 | 0.8136 |
225
- | No log | 9.9429 | 348 | 0.6663 | 0.5977 | 0.6663 | 0.8163 |
226
- | No log | 10.0 | 350 | 0.6696 | 0.5487 | 0.6696 | 0.8183 |
227
- | No log | 10.0571 | 352 | 0.6759 | 0.5540 | 0.6759 | 0.8221 |
228
- | No log | 10.1143 | 354 | 0.6986 | 0.6102 | 0.6986 | 0.8358 |
229
- | No log | 10.1714 | 356 | 0.7264 | 0.5727 | 0.7264 | 0.8523 |
230
- | No log | 10.2286 | 358 | 0.7318 | 0.6043 | 0.7318 | 0.8554 |
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- | No log | 10.2857 | 360 | 0.6724 | 0.6310 | 0.6724 | 0.8200 |
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- | No log | 10.3429 | 362 | 0.6450 | 0.6614 | 0.6450 | 0.8031 |
233
- | No log | 10.4 | 364 | 0.6490 | 0.6310 | 0.6490 | 0.8056 |
234
- | No log | 10.4571 | 366 | 0.6722 | 0.6002 | 0.6722 | 0.8199 |
235
- | No log | 10.5143 | 368 | 0.6644 | 0.5895 | 0.6644 | 0.8151 |
236
- | No log | 10.5714 | 370 | 0.6668 | 0.5787 | 0.6668 | 0.8166 |
237
- | No log | 10.6286 | 372 | 0.6412 | 0.6493 | 0.6412 | 0.8008 |
238
- | No log | 10.6857 | 374 | 0.6229 | 0.6439 | 0.6229 | 0.7893 |
239
- | No log | 10.7429 | 376 | 0.6216 | 0.6364 | 0.6216 | 0.7884 |
240
- | No log | 10.8 | 378 | 0.6279 | 0.6433 | 0.6279 | 0.7924 |
241
- | No log | 10.8571 | 380 | 0.6582 | 0.5727 | 0.6582 | 0.8113 |
242
- | No log | 10.9143 | 382 | 0.7019 | 0.5819 | 0.7019 | 0.8378 |
243
- | No log | 10.9714 | 384 | 0.6660 | 0.5718 | 0.6660 | 0.8161 |
244
- | No log | 11.0286 | 386 | 0.6181 | 0.6243 | 0.6181 | 0.7862 |
245
- | No log | 11.0857 | 388 | 0.6272 | 0.6318 | 0.6272 | 0.7920 |
246
- | No log | 11.1429 | 390 | 0.6435 | 0.6412 | 0.6435 | 0.8022 |
247
- | No log | 11.2 | 392 | 0.6423 | 0.6446 | 0.6423 | 0.8014 |
248
- | No log | 11.2571 | 394 | 0.6453 | 0.5756 | 0.6453 | 0.8033 |
249
- | No log | 11.3143 | 396 | 0.6018 | 0.6066 | 0.6018 | 0.7758 |
250
- | No log | 11.3714 | 398 | 0.5675 | 0.6543 | 0.5675 | 0.7533 |
251
- | No log | 11.4286 | 400 | 0.6139 | 0.6997 | 0.6139 | 0.7835 |
252
- | No log | 11.4857 | 402 | 0.6097 | 0.6997 | 0.6097 | 0.7808 |
253
- | No log | 11.5429 | 404 | 0.5736 | 0.6618 | 0.5736 | 0.7574 |
254
- | No log | 11.6 | 406 | 0.5733 | 0.6959 | 0.5733 | 0.7572 |
255
- | No log | 11.6571 | 408 | 0.6721 | 0.5777 | 0.6721 | 0.8198 |
256
- | No log | 11.7143 | 410 | 0.7447 | 0.5370 | 0.7447 | 0.8630 |
257
- | No log | 11.7714 | 412 | 0.8076 | 0.5014 | 0.8076 | 0.8987 |
258
- | No log | 11.8286 | 414 | 0.7867 | 0.5346 | 0.7867 | 0.8869 |
259
- | No log | 11.8857 | 416 | 0.7170 | 0.5833 | 0.7170 | 0.8468 |
260
- | No log | 11.9429 | 418 | 0.6543 | 0.6084 | 0.6543 | 0.8089 |
261
- | No log | 12.0 | 420 | 0.6151 | 0.6124 | 0.6151 | 0.7843 |
262
- | No log | 12.0571 | 422 | 0.6564 | 0.5951 | 0.6564 | 0.8102 |
263
- | No log | 12.1143 | 424 | 0.6653 | 0.5951 | 0.6653 | 0.8157 |
264
- | No log | 12.1714 | 426 | 0.6322 | 0.5930 | 0.6322 | 0.7951 |
265
- | No log | 12.2286 | 428 | 0.6144 | 0.5923 | 0.6144 | 0.7838 |
266
- | No log | 12.2857 | 430 | 0.6169 | 0.5536 | 0.6169 | 0.7854 |
267
- | No log | 12.3429 | 432 | 0.6188 | 0.5459 | 0.6188 | 0.7866 |
268
- | No log | 12.4 | 434 | 0.6223 | 0.5877 | 0.6223 | 0.7889 |
269
- | No log | 12.4571 | 436 | 0.6129 | 0.5575 | 0.6129 | 0.7829 |
270
- | No log | 12.5143 | 438 | 0.6016 | 0.5939 | 0.6016 | 0.7757 |
271
- | No log | 12.5714 | 440 | 0.5890 | 0.5771 | 0.5890 | 0.7675 |
272
- | No log | 12.6286 | 442 | 0.5950 | 0.5879 | 0.5950 | 0.7714 |
273
- | No log | 12.6857 | 444 | 0.6025 | 0.6089 | 0.6025 | 0.7762 |
274
- | No log | 12.7429 | 446 | 0.5918 | 0.6368 | 0.5918 | 0.7693 |
275
- | No log | 12.8 | 448 | 0.5911 | 0.6949 | 0.5911 | 0.7688 |
276
- | No log | 12.8571 | 450 | 0.5925 | 0.6622 | 0.5925 | 0.7697 |
277
- | No log | 12.9143 | 452 | 0.6129 | 0.6341 | 0.6129 | 0.7829 |
278
- | No log | 12.9714 | 454 | 0.6456 | 0.6228 | 0.6456 | 0.8035 |
279
- | No log | 13.0286 | 456 | 0.6473 | 0.6259 | 0.6473 | 0.8046 |
280
- | No log | 13.0857 | 458 | 0.6480 | 0.6584 | 0.6480 | 0.8050 |
281
- | No log | 13.1429 | 460 | 0.6283 | 0.6593 | 0.6283 | 0.7927 |
282
- | No log | 13.2 | 462 | 0.6005 | 0.6500 | 0.6005 | 0.7749 |
283
- | No log | 13.2571 | 464 | 0.5980 | 0.6610 | 0.5980 | 0.7733 |
284
- | No log | 13.3143 | 466 | 0.5982 | 0.6610 | 0.5982 | 0.7734 |
285
- | No log | 13.3714 | 468 | 0.5920 | 0.6196 | 0.5920 | 0.7694 |
286
- | No log | 13.4286 | 470 | 0.5976 | 0.5704 | 0.5976 | 0.7730 |
287
- | No log | 13.4857 | 472 | 0.5970 | 0.6022 | 0.5970 | 0.7726 |
288
- | No log | 13.5429 | 474 | 0.5973 | 0.5909 | 0.5973 | 0.7729 |
289
- | No log | 13.6 | 476 | 0.5939 | 0.5909 | 0.5939 | 0.7707 |
290
- | No log | 13.6571 | 478 | 0.5951 | 0.6374 | 0.5951 | 0.7714 |
291
- | No log | 13.7143 | 480 | 0.6073 | 0.6664 | 0.6073 | 0.7793 |
292
- | No log | 13.7714 | 482 | 0.6160 | 0.6830 | 0.6160 | 0.7849 |
293
- | No log | 13.8286 | 484 | 0.5917 | 0.6491 | 0.5917 | 0.7692 |
294
- | No log | 13.8857 | 486 | 0.5787 | 0.6039 | 0.5787 | 0.7608 |
295
- | No log | 13.9429 | 488 | 0.5877 | 0.5905 | 0.5877 | 0.7666 |
296
- | No log | 14.0 | 490 | 0.5858 | 0.5659 | 0.5858 | 0.7654 |
297
- | No log | 14.0571 | 492 | 0.5877 | 0.6341 | 0.5877 | 0.7666 |
298
- | No log | 14.1143 | 494 | 0.6057 | 0.6341 | 0.6057 | 0.7783 |
299
- | No log | 14.1714 | 496 | 0.6198 | 0.6636 | 0.6198 | 0.7872 |
300
- | No log | 14.2286 | 498 | 0.6090 | 0.6636 | 0.6090 | 0.7804 |
301
- | 0.2429 | 14.2857 | 500 | 0.5918 | 0.6341 | 0.5918 | 0.7693 |
302
- | 0.2429 | 14.3429 | 502 | 0.5810 | 0.6365 | 0.5810 | 0.7622 |
303
- | 0.2429 | 14.4 | 504 | 0.5865 | 0.6333 | 0.5865 | 0.7658 |
304
- | 0.2429 | 14.4571 | 506 | 0.5807 | 0.6455 | 0.5807 | 0.7620 |
305
- | 0.2429 | 14.5143 | 508 | 0.5749 | 0.5983 | 0.5749 | 0.7582 |
306
- | 0.2429 | 14.5714 | 510 | 0.5701 | 0.6107 | 0.5701 | 0.7550 |
307
- | 0.2429 | 14.6286 | 512 | 0.5670 | 0.6455 | 0.5670 | 0.7530 |
308
- | 0.2429 | 14.6857 | 514 | 0.5922 | 0.6948 | 0.5922 | 0.7695 |
309
- | 0.2429 | 14.7429 | 516 | 0.5779 | 0.6597 | 0.5779 | 0.7602 |
310
- | 0.2429 | 14.8 | 518 | 0.5462 | 0.6680 | 0.5462 | 0.7390 |
311
- | 0.2429 | 14.8571 | 520 | 0.5669 | 0.6779 | 0.5669 | 0.7529 |
312
- | 0.2429 | 14.9143 | 522 | 0.5840 | 0.6265 | 0.5840 | 0.7642 |
313
- | 0.2429 | 14.9714 | 524 | 0.5659 | 0.6570 | 0.5659 | 0.7523 |
314
- | 0.2429 | 15.0286 | 526 | 0.5592 | 0.6350 | 0.5592 | 0.7478 |
315
- | 0.2429 | 15.0857 | 528 | 0.5832 | 0.6333 | 0.5832 | 0.7637 |
316
- | 0.2429 | 15.1429 | 530 | 0.6032 | 0.6626 | 0.6032 | 0.7766 |
317
- | 0.2429 | 15.2 | 532 | 0.5920 | 0.6736 | 0.5920 | 0.7694 |
318
- | 0.2429 | 15.2571 | 534 | 0.5716 | 0.5871 | 0.5716 | 0.7561 |
319
- | 0.2429 | 15.3143 | 536 | 0.5690 | 0.6196 | 0.5690 | 0.7543 |
320
- | 0.2429 | 15.3714 | 538 | 0.5719 | 0.6537 | 0.5719 | 0.7562 |
321
- | 0.2429 | 15.4286 | 540 | 0.5760 | 0.6430 | 0.5760 | 0.7589 |
322
- | 0.2429 | 15.4857 | 542 | 0.5944 | 0.6948 | 0.5944 | 0.7710 |
323
- | 0.2429 | 15.5429 | 544 | 0.5903 | 0.6790 | 0.5903 | 0.7683 |
324
- | 0.2429 | 15.6 | 546 | 0.5616 | 0.6473 | 0.5616 | 0.7494 |
325
- | 0.2429 | 15.6571 | 548 | 0.5543 | 0.6364 | 0.5543 | 0.7445 |
326
- | 0.2429 | 15.7143 | 550 | 0.5530 | 0.6470 | 0.5530 | 0.7436 |
327
- | 0.2429 | 15.7714 | 552 | 0.5494 | 0.6753 | 0.5494 | 0.7412 |
328
- | 0.2429 | 15.8286 | 554 | 0.5628 | 0.6732 | 0.5628 | 0.7502 |
329
- | 0.2429 | 15.8857 | 556 | 0.5850 | 0.6790 | 0.5850 | 0.7648 |
330
- | 0.2429 | 15.9429 | 558 | 0.5685 | 0.6693 | 0.5685 | 0.7540 |
331
- | 0.2429 | 16.0 | 560 | 0.5596 | 0.6528 | 0.5596 | 0.7481 |
332
- | 0.2429 | 16.0571 | 562 | 0.5480 | 0.6634 | 0.5480 | 0.7403 |
333
- | 0.2429 | 16.1143 | 564 | 0.5402 | 0.6634 | 0.5402 | 0.7350 |
334
- | 0.2429 | 16.1714 | 566 | 0.5176 | 0.6720 | 0.5176 | 0.7195 |
335
- | 0.2429 | 16.2286 | 568 | 0.5183 | 0.6762 | 0.5183 | 0.7200 |
336
- | 0.2429 | 16.2857 | 570 | 0.5247 | 0.6648 | 0.5247 | 0.7244 |
337
- | 0.2429 | 16.3429 | 572 | 0.5170 | 0.6302 | 0.5170 | 0.7190 |
338
- | 0.2429 | 16.4 | 574 | 0.5450 | 0.6362 | 0.5450 | 0.7382 |
339
- | 0.2429 | 16.4571 | 576 | 0.5675 | 0.6507 | 0.5675 | 0.7533 |
340
- | 0.2429 | 16.5143 | 578 | 0.6229 | 0.6236 | 0.6229 | 0.7893 |
341
- | 0.2429 | 16.5714 | 580 | 0.6394 | 0.6218 | 0.6394 | 0.7996 |
342
- | 0.2429 | 16.6286 | 582 | 0.6161 | 0.6361 | 0.6161 | 0.7849 |
343
- | 0.2429 | 16.6857 | 584 | 0.5571 | 0.7067 | 0.5571 | 0.7464 |
344
- | 0.2429 | 16.7429 | 586 | 0.5458 | 0.7034 | 0.5458 | 0.7388 |
345
- | 0.2429 | 16.8 | 588 | 0.5517 | 0.6147 | 0.5517 | 0.7428 |
346
- | 0.2429 | 16.8571 | 590 | 0.5530 | 0.6269 | 0.5530 | 0.7436 |
347
- | 0.2429 | 16.9143 | 592 | 0.5493 | 0.6113 | 0.5493 | 0.7412 |
348
- | 0.2429 | 16.9714 | 594 | 0.5392 | 0.6219 | 0.5392 | 0.7343 |
349
- | 0.2429 | 17.0286 | 596 | 0.5308 | 0.6013 | 0.5308 | 0.7285 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
350
 
351
 
352
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_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: 0.6541
19
+ - Qwk: 0.6032
20
+ - Mse: 0.6541
21
+ - Rmse: 0.8087
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.05 | 2 | 3.9571 | 0.0024 | 3.9571 | 1.9892 |
53
+ | No log | 0.1 | 4 | 2.0846 | -0.0252 | 2.0846 | 1.4438 |
54
+ | No log | 0.15 | 6 | 1.4664 | 0.0272 | 1.4664 | 1.2109 |
55
+ | No log | 0.2 | 8 | 1.1725 | 0.1211 | 1.1725 | 1.0828 |
56
+ | No log | 0.25 | 10 | 1.1188 | 0.1189 | 1.1188 | 1.0577 |
57
+ | No log | 0.3 | 12 | 1.0287 | 0.2978 | 1.0287 | 1.0143 |
58
+ | No log | 0.35 | 14 | 0.9669 | 0.2978 | 0.9669 | 0.9833 |
59
+ | No log | 0.4 | 16 | 0.9716 | 0.3207 | 0.9716 | 0.9857 |
60
+ | No log | 0.45 | 18 | 1.0850 | 0.2471 | 1.0850 | 1.0416 |
61
+ | No log | 0.5 | 20 | 1.2917 | 0.1547 | 1.2917 | 1.1365 |
62
+ | No log | 0.55 | 22 | 1.6704 | 0.1643 | 1.6704 | 1.2925 |
63
+ | No log | 0.6 | 24 | 1.3910 | 0.2610 | 1.3910 | 1.1794 |
64
+ | No log | 0.65 | 26 | 0.9392 | 0.4133 | 0.9392 | 0.9691 |
65
+ | No log | 0.7 | 28 | 0.7339 | 0.5067 | 0.7339 | 0.8567 |
66
+ | No log | 0.75 | 30 | 0.7169 | 0.4038 | 0.7169 | 0.8467 |
67
+ | No log | 0.8 | 32 | 0.7180 | 0.3953 | 0.7180 | 0.8474 |
68
+ | No log | 0.85 | 34 | 0.7322 | 0.4879 | 0.7322 | 0.8557 |
69
+ | No log | 0.9 | 36 | 0.6837 | 0.6339 | 0.6837 | 0.8268 |
70
+ | No log | 0.95 | 38 | 0.6856 | 0.6482 | 0.6856 | 0.8280 |
71
+ | No log | 1.0 | 40 | 0.7953 | 0.5552 | 0.7953 | 0.8918 |
72
+ | No log | 1.05 | 42 | 0.8346 | 0.5355 | 0.8346 | 0.9136 |
73
+ | No log | 1.1 | 44 | 0.6742 | 0.6740 | 0.6742 | 0.8211 |
74
+ | No log | 1.15 | 46 | 0.6395 | 0.6623 | 0.6395 | 0.7997 |
75
+ | No log | 1.2 | 48 | 0.6196 | 0.6928 | 0.6196 | 0.7871 |
76
+ | No log | 1.25 | 50 | 0.6625 | 0.6557 | 0.6625 | 0.8140 |
77
+ | No log | 1.3 | 52 | 0.6626 | 0.6646 | 0.6626 | 0.8140 |
78
+ | No log | 1.35 | 54 | 0.6614 | 0.6772 | 0.6614 | 0.8133 |
79
+ | No log | 1.4 | 56 | 0.6729 | 0.6772 | 0.6729 | 0.8203 |
80
+ | No log | 1.45 | 58 | 0.6779 | 0.6360 | 0.6779 | 0.8234 |
81
+ | No log | 1.5 | 60 | 0.7377 | 0.6204 | 0.7377 | 0.8589 |
82
+ | No log | 1.55 | 62 | 0.9737 | 0.5078 | 0.9737 | 0.9867 |
83
+ | No log | 1.6 | 64 | 0.8384 | 0.5036 | 0.8384 | 0.9157 |
84
+ | No log | 1.65 | 66 | 0.6927 | 0.5517 | 0.6927 | 0.8323 |
85
+ | No log | 1.7 | 68 | 0.7936 | 0.5294 | 0.7936 | 0.8908 |
86
+ | No log | 1.75 | 70 | 0.7095 | 0.5798 | 0.7095 | 0.8423 |
87
+ | No log | 1.8 | 72 | 0.6391 | 0.6084 | 0.6391 | 0.7994 |
88
+ | No log | 1.85 | 74 | 0.6375 | 0.6237 | 0.6375 | 0.7985 |
89
+ | No log | 1.9 | 76 | 0.6356 | 0.6923 | 0.6356 | 0.7972 |
90
+ | No log | 1.95 | 78 | 0.6844 | 0.6459 | 0.6844 | 0.8273 |
91
+ | No log | 2.0 | 80 | 0.6681 | 0.6583 | 0.6681 | 0.8174 |
92
+ | No log | 2.05 | 82 | 0.6096 | 0.6857 | 0.6096 | 0.7808 |
93
+ | No log | 2.1 | 84 | 0.6688 | 0.6508 | 0.6688 | 0.8178 |
94
+ | No log | 2.15 | 86 | 0.7333 | 0.5822 | 0.7333 | 0.8563 |
95
+ | No log | 2.2 | 88 | 0.6386 | 0.5707 | 0.6386 | 0.7991 |
96
+ | No log | 2.25 | 90 | 0.5976 | 0.6872 | 0.5976 | 0.7731 |
97
+ | No log | 2.3 | 92 | 0.5902 | 0.6232 | 0.5902 | 0.7682 |
98
+ | No log | 2.35 | 94 | 0.5998 | 0.6302 | 0.5998 | 0.7745 |
99
+ | No log | 2.4 | 96 | 0.5613 | 0.5939 | 0.5613 | 0.7492 |
100
+ | No log | 2.45 | 98 | 0.5766 | 0.6966 | 0.5766 | 0.7594 |
101
+ | No log | 2.5 | 100 | 0.6000 | 0.6570 | 0.6000 | 0.7746 |
102
+ | No log | 2.55 | 102 | 0.6654 | 0.6536 | 0.6654 | 0.8157 |
103
+ | No log | 2.6 | 104 | 0.6153 | 0.6828 | 0.6153 | 0.7844 |
104
+ | No log | 2.65 | 106 | 0.5540 | 0.6788 | 0.5540 | 0.7443 |
105
+ | No log | 2.7 | 108 | 0.5636 | 0.6269 | 0.5636 | 0.7507 |
106
+ | No log | 2.75 | 110 | 0.5536 | 0.7342 | 0.5536 | 0.7441 |
107
+ | No log | 2.8 | 112 | 0.5673 | 0.7164 | 0.5673 | 0.7532 |
108
+ | No log | 2.85 | 114 | 0.5432 | 0.6866 | 0.5432 | 0.7370 |
109
+ | No log | 2.9 | 116 | 0.6662 | 0.5455 | 0.6662 | 0.8162 |
110
+ | No log | 2.95 | 118 | 0.6014 | 0.6256 | 0.6014 | 0.7755 |
111
+ | No log | 3.0 | 120 | 0.5341 | 0.6988 | 0.5341 | 0.7308 |
112
+ | No log | 3.05 | 122 | 0.5925 | 0.6708 | 0.5925 | 0.7697 |
113
+ | No log | 3.1 | 124 | 0.6626 | 0.6513 | 0.6626 | 0.8140 |
114
+ | No log | 3.15 | 126 | 0.5526 | 0.6942 | 0.5526 | 0.7434 |
115
+ | No log | 3.2 | 128 | 0.5372 | 0.6950 | 0.5372 | 0.7329 |
116
+ | No log | 3.25 | 130 | 0.5256 | 0.7157 | 0.5256 | 0.7249 |
117
+ | No log | 3.3 | 132 | 0.5699 | 0.6178 | 0.5699 | 0.7549 |
118
+ | No log | 3.35 | 134 | 0.5619 | 0.6482 | 0.5619 | 0.7496 |
119
+ | No log | 3.4 | 136 | 0.5192 | 0.7345 | 0.5192 | 0.7206 |
120
+ | No log | 3.45 | 138 | 0.5427 | 0.7230 | 0.5427 | 0.7367 |
121
+ | No log | 3.5 | 140 | 0.5607 | 0.6963 | 0.5607 | 0.7488 |
122
+ | No log | 3.55 | 142 | 0.5367 | 0.7009 | 0.5367 | 0.7326 |
123
+ | No log | 3.6 | 144 | 0.7251 | 0.5968 | 0.7251 | 0.8515 |
124
+ | No log | 3.65 | 146 | 0.9176 | 0.5641 | 0.9176 | 0.9579 |
125
+ | No log | 3.7 | 148 | 0.8411 | 0.5658 | 0.8411 | 0.9171 |
126
+ | No log | 3.75 | 150 | 0.6249 | 0.6230 | 0.6249 | 0.7905 |
127
+ | No log | 3.8 | 152 | 0.5510 | 0.7253 | 0.5510 | 0.7423 |
128
+ | No log | 3.85 | 154 | 0.5480 | 0.7088 | 0.5480 | 0.7403 |
129
+ | No log | 3.9 | 156 | 0.5802 | 0.6865 | 0.5802 | 0.7617 |
130
+ | No log | 3.95 | 158 | 0.6366 | 0.6429 | 0.6366 | 0.7979 |
131
+ | No log | 4.0 | 160 | 0.6238 | 0.6647 | 0.6238 | 0.7898 |
132
+ | No log | 4.05 | 162 | 0.5950 | 0.6764 | 0.5950 | 0.7714 |
133
+ | No log | 4.1 | 164 | 0.5979 | 0.6814 | 0.5979 | 0.7732 |
134
+ | No log | 4.15 | 166 | 0.6233 | 0.6374 | 0.6233 | 0.7895 |
135
+ | No log | 4.2 | 168 | 0.6686 | 0.6176 | 0.6686 | 0.8177 |
136
+ | No log | 4.25 | 170 | 0.6368 | 0.6374 | 0.6368 | 0.7980 |
137
+ | No log | 4.3 | 172 | 0.5778 | 0.6980 | 0.5778 | 0.7602 |
138
+ | No log | 4.35 | 174 | 0.5607 | 0.7074 | 0.5607 | 0.7488 |
139
+ | No log | 4.4 | 176 | 0.5476 | 0.7189 | 0.5476 | 0.7400 |
140
+ | No log | 4.45 | 178 | 0.5406 | 0.7088 | 0.5406 | 0.7353 |
141
+ | No log | 4.5 | 180 | 0.5370 | 0.7345 | 0.5370 | 0.7328 |
142
+ | No log | 4.55 | 182 | 0.5367 | 0.7035 | 0.5367 | 0.7326 |
143
+ | No log | 4.6 | 184 | 0.5278 | 0.7450 | 0.5278 | 0.7265 |
144
+ | No log | 4.65 | 186 | 0.5325 | 0.7246 | 0.5325 | 0.7297 |
145
+ | No log | 4.7 | 188 | 0.5468 | 0.7035 | 0.5468 | 0.7395 |
146
+ | No log | 4.75 | 190 | 0.5621 | 0.7035 | 0.5621 | 0.7498 |
147
+ | No log | 4.8 | 192 | 0.5583 | 0.6962 | 0.5583 | 0.7472 |
148
+ | No log | 4.85 | 194 | 0.5459 | 0.6962 | 0.5459 | 0.7389 |
149
+ | No log | 4.9 | 196 | 0.5393 | 0.7196 | 0.5393 | 0.7343 |
150
+ | No log | 4.95 | 198 | 0.5519 | 0.7428 | 0.5519 | 0.7429 |
151
+ | No log | 5.0 | 200 | 0.5590 | 0.7213 | 0.5590 | 0.7477 |
152
+ | No log | 5.05 | 202 | 0.5715 | 0.7007 | 0.5715 | 0.7560 |
153
+ | No log | 5.1 | 204 | 0.5511 | 0.7191 | 0.5511 | 0.7424 |
154
+ | No log | 5.15 | 206 | 0.5316 | 0.7239 | 0.5316 | 0.7291 |
155
+ | No log | 5.2 | 208 | 0.5095 | 0.7081 | 0.5095 | 0.7138 |
156
+ | No log | 5.25 | 210 | 0.5470 | 0.7020 | 0.5470 | 0.7396 |
157
+ | No log | 5.3 | 212 | 0.6557 | 0.6584 | 0.6557 | 0.8097 |
158
+ | No log | 5.35 | 214 | 0.6315 | 0.6584 | 0.6315 | 0.7947 |
159
+ | No log | 5.4 | 216 | 0.5346 | 0.7035 | 0.5346 | 0.7312 |
160
+ | No log | 5.45 | 218 | 0.5453 | 0.7191 | 0.5453 | 0.7385 |
161
+ | No log | 5.5 | 220 | 0.5471 | 0.7146 | 0.5471 | 0.7397 |
162
+ | No log | 5.55 | 222 | 0.5688 | 0.7288 | 0.5688 | 0.7542 |
163
+ | No log | 5.6 | 224 | 0.6716 | 0.5892 | 0.6716 | 0.8195 |
164
+ | No log | 5.65 | 226 | 0.6907 | 0.5892 | 0.6907 | 0.8311 |
165
+ | No log | 5.7 | 228 | 0.6407 | 0.6230 | 0.6407 | 0.8004 |
166
+ | No log | 5.75 | 230 | 0.5744 | 0.7043 | 0.5744 | 0.7579 |
167
+ | No log | 5.8 | 232 | 0.5644 | 0.7116 | 0.5644 | 0.7513 |
168
+ | No log | 5.85 | 234 | 0.5592 | 0.7239 | 0.5592 | 0.7478 |
169
+ | No log | 5.9 | 236 | 0.5647 | 0.7115 | 0.5647 | 0.7515 |
170
+ | No log | 5.95 | 238 | 0.6039 | 0.7114 | 0.6039 | 0.7771 |
171
+ | No log | 6.0 | 240 | 0.6150 | 0.7265 | 0.6150 | 0.7842 |
172
+ | No log | 6.05 | 242 | 0.5912 | 0.7362 | 0.5912 | 0.7689 |
173
+ | No log | 6.1 | 244 | 0.5850 | 0.7162 | 0.5850 | 0.7649 |
174
+ | No log | 6.15 | 246 | 0.5404 | 0.7019 | 0.5404 | 0.7351 |
175
+ | No log | 6.2 | 248 | 0.5295 | 0.7296 | 0.5295 | 0.7277 |
176
+ | No log | 6.25 | 250 | 0.5326 | 0.6925 | 0.5326 | 0.7298 |
177
+ | No log | 6.3 | 252 | 0.5364 | 0.6559 | 0.5364 | 0.7324 |
178
+ | No log | 6.35 | 254 | 0.5336 | 0.6569 | 0.5336 | 0.7305 |
179
+ | No log | 6.4 | 256 | 0.5201 | 0.7291 | 0.5201 | 0.7212 |
180
+ | No log | 6.45 | 258 | 0.5210 | 0.7296 | 0.5210 | 0.7218 |
181
+ | No log | 6.5 | 260 | 0.5594 | 0.7604 | 0.5594 | 0.7479 |
182
+ | No log | 6.55 | 262 | 0.5956 | 0.7050 | 0.5956 | 0.7718 |
183
+ | No log | 6.6 | 264 | 0.6257 | 0.7191 | 0.6257 | 0.7910 |
184
+ | No log | 6.65 | 266 | 0.6190 | 0.6916 | 0.6190 | 0.7868 |
185
+ | No log | 6.7 | 268 | 0.6257 | 0.6667 | 0.6257 | 0.7910 |
186
+ | No log | 6.75 | 270 | 0.5905 | 0.6407 | 0.5905 | 0.7685 |
187
+ | No log | 6.8 | 272 | 0.5898 | 0.6708 | 0.5898 | 0.7680 |
188
+ | No log | 6.85 | 274 | 0.6055 | 0.6071 | 0.6055 | 0.7781 |
189
+ | No log | 6.9 | 276 | 0.5663 | 0.6071 | 0.5663 | 0.7525 |
190
+ | No log | 6.95 | 278 | 0.5333 | 0.7101 | 0.5333 | 0.7303 |
191
+ | No log | 7.0 | 280 | 0.5060 | 0.7101 | 0.5060 | 0.7114 |
192
+ | No log | 7.05 | 282 | 0.4892 | 0.7129 | 0.4892 | 0.6995 |
193
+ | No log | 7.1 | 284 | 0.4988 | 0.7115 | 0.4988 | 0.7063 |
194
+ | No log | 7.15 | 286 | 0.5141 | 0.7598 | 0.5141 | 0.7170 |
195
+ | No log | 7.2 | 288 | 0.5199 | 0.7450 | 0.5199 | 0.7210 |
196
+ | No log | 7.25 | 290 | 0.5304 | 0.7444 | 0.5304 | 0.7283 |
197
+ | No log | 7.3 | 292 | 0.5697 | 0.6728 | 0.5697 | 0.7548 |
198
+ | No log | 7.35 | 294 | 0.6036 | 0.5858 | 0.6036 | 0.7769 |
199
+ | No log | 7.4 | 296 | 0.5989 | 0.5921 | 0.5989 | 0.7739 |
200
+ | No log | 7.45 | 298 | 0.5854 | 0.5796 | 0.5854 | 0.7651 |
201
+ | No log | 7.5 | 300 | 0.5929 | 0.6024 | 0.5929 | 0.7700 |
202
+ | No log | 7.55 | 302 | 0.5758 | 0.6768 | 0.5758 | 0.7588 |
203
+ | No log | 7.6 | 304 | 0.5938 | 0.6092 | 0.5938 | 0.7706 |
204
+ | No log | 7.65 | 306 | 0.7069 | 0.5447 | 0.7069 | 0.8408 |
205
+ | No log | 7.7 | 308 | 0.8365 | 0.5579 | 0.8365 | 0.9146 |
206
+ | No log | 7.75 | 310 | 0.7511 | 0.5589 | 0.7511 | 0.8666 |
207
+ | No log | 7.8 | 312 | 0.5711 | 0.6491 | 0.5711 | 0.7557 |
208
+ | No log | 7.85 | 314 | 0.4851 | 0.7196 | 0.4851 | 0.6965 |
209
+ | No log | 7.9 | 316 | 0.4895 | 0.7469 | 0.4895 | 0.6996 |
210
+ | No log | 7.95 | 318 | 0.4846 | 0.7196 | 0.4846 | 0.6961 |
211
+ | No log | 8.0 | 320 | 0.5462 | 0.7050 | 0.5462 | 0.7391 |
212
+ | No log | 8.05 | 322 | 0.6360 | 0.6393 | 0.6360 | 0.7975 |
213
+ | No log | 8.1 | 324 | 0.7230 | 0.5939 | 0.7230 | 0.8503 |
214
+ | No log | 8.15 | 326 | 0.6995 | 0.5968 | 0.6995 | 0.8363 |
215
+ | No log | 8.2 | 328 | 0.6468 | 0.5978 | 0.6468 | 0.8042 |
216
+ | No log | 8.25 | 330 | 0.5632 | 0.6491 | 0.5632 | 0.7505 |
217
+ | No log | 8.3 | 332 | 0.5293 | 0.7160 | 0.5293 | 0.7275 |
218
+ | No log | 8.35 | 334 | 0.5256 | 0.7160 | 0.5256 | 0.7250 |
219
+ | No log | 8.4 | 336 | 0.5621 | 0.6460 | 0.5621 | 0.7498 |
220
+ | No log | 8.45 | 338 | 0.6321 | 0.5942 | 0.6321 | 0.7951 |
221
+ | No log | 8.5 | 340 | 0.6423 | 0.5942 | 0.6423 | 0.8014 |
222
+ | No log | 8.55 | 342 | 0.5934 | 0.5981 | 0.5934 | 0.7703 |
223
+ | No log | 8.6 | 344 | 0.5307 | 0.7223 | 0.5307 | 0.7285 |
224
+ | No log | 8.65 | 346 | 0.5123 | 0.7129 | 0.5123 | 0.7158 |
225
+ | No log | 8.7 | 348 | 0.5384 | 0.7289 | 0.5384 | 0.7338 |
226
+ | No log | 8.75 | 350 | 0.6265 | 0.6377 | 0.6265 | 0.7915 |
227
+ | No log | 8.8 | 352 | 0.6824 | 0.5928 | 0.6824 | 0.8261 |
228
+ | No log | 8.85 | 354 | 0.6193 | 0.6420 | 0.6193 | 0.7870 |
229
+ | No log | 8.9 | 356 | 0.5867 | 0.6240 | 0.5867 | 0.7659 |
230
+ | No log | 8.95 | 358 | 0.5794 | 0.6352 | 0.5794 | 0.7612 |
231
+ | No log | 9.0 | 360 | 0.5410 | 0.6728 | 0.5410 | 0.7355 |
232
+ | No log | 9.05 | 362 | 0.5151 | 0.7403 | 0.5151 | 0.7177 |
233
+ | No log | 9.1 | 364 | 0.5097 | 0.7464 | 0.5097 | 0.7139 |
234
+ | No log | 9.15 | 366 | 0.5000 | 0.7358 | 0.5000 | 0.7071 |
235
+ | No log | 9.2 | 368 | 0.5016 | 0.7450 | 0.5016 | 0.7082 |
236
+ | No log | 9.25 | 370 | 0.5921 | 0.6838 | 0.5921 | 0.7694 |
237
+ | No log | 9.3 | 372 | 0.7174 | 0.6368 | 0.7174 | 0.8470 |
238
+ | No log | 9.35 | 374 | 0.7279 | 0.5833 | 0.7279 | 0.8532 |
239
+ | No log | 9.4 | 376 | 0.6491 | 0.5663 | 0.6491 | 0.8057 |
240
+ | No log | 9.45 | 378 | 0.5589 | 0.6646 | 0.5589 | 0.7476 |
241
+ | No log | 9.5 | 380 | 0.5053 | 0.7116 | 0.5053 | 0.7109 |
242
+ | No log | 9.55 | 382 | 0.4887 | 0.7049 | 0.4887 | 0.6991 |
243
+ | No log | 9.6 | 384 | 0.5070 | 0.6897 | 0.5070 | 0.7121 |
244
+ | No log | 9.65 | 386 | 0.5377 | 0.6884 | 0.5377 | 0.7333 |
245
+ | No log | 9.7 | 388 | 0.5562 | 0.7545 | 0.5562 | 0.7458 |
246
+ | No log | 9.75 | 390 | 0.5748 | 0.7534 | 0.5748 | 0.7581 |
247
+ | No log | 9.8 | 392 | 0.5539 | 0.7295 | 0.5539 | 0.7442 |
248
+ | No log | 9.85 | 394 | 0.5337 | 0.7081 | 0.5337 | 0.7306 |
249
+ | No log | 9.9 | 396 | 0.5387 | 0.6908 | 0.5387 | 0.7340 |
250
+ | No log | 9.95 | 398 | 0.5219 | 0.7189 | 0.5219 | 0.7225 |
251
+ | No log | 10.0 | 400 | 0.4979 | 0.7450 | 0.4979 | 0.7056 |
252
+ | No log | 10.05 | 402 | 0.4893 | 0.6888 | 0.4893 | 0.6995 |
253
+ | No log | 10.1 | 404 | 0.5064 | 0.7323 | 0.5064 | 0.7116 |
254
+ | No log | 10.15 | 406 | 0.5080 | 0.7323 | 0.5080 | 0.7127 |
255
+ | No log | 10.2 | 408 | 0.4898 | 0.7210 | 0.4898 | 0.6998 |
256
+ | No log | 10.25 | 410 | 0.5100 | 0.7141 | 0.5100 | 0.7142 |
257
+ | No log | 10.3 | 412 | 0.6352 | 0.6727 | 0.6352 | 0.7970 |
258
+ | No log | 10.35 | 414 | 0.6882 | 0.6548 | 0.6882 | 0.8296 |
259
+ | No log | 10.4 | 416 | 0.6369 | 0.6410 | 0.6369 | 0.7981 |
260
+ | No log | 10.45 | 418 | 0.5672 | 0.7019 | 0.5672 | 0.7531 |
261
+ | No log | 10.5 | 420 | 0.5261 | 0.7034 | 0.5261 | 0.7253 |
262
+ | No log | 10.55 | 422 | 0.5290 | 0.7056 | 0.5290 | 0.7273 |
263
+ | No log | 10.6 | 424 | 0.5268 | 0.7108 | 0.5268 | 0.7258 |
264
+ | No log | 10.65 | 426 | 0.5550 | 0.7306 | 0.5550 | 0.7450 |
265
+ | No log | 10.7 | 428 | 0.6199 | 0.7394 | 0.6199 | 0.7874 |
266
+ | No log | 10.75 | 430 | 0.6192 | 0.7007 | 0.6192 | 0.7869 |
267
+ | No log | 10.8 | 432 | 0.5736 | 0.6564 | 0.5736 | 0.7574 |
268
+ | No log | 10.85 | 434 | 0.5482 | 0.6880 | 0.5482 | 0.7404 |
269
+ | No log | 10.9 | 436 | 0.5424 | 0.6988 | 0.5424 | 0.7365 |
270
+ | No log | 10.95 | 438 | 0.5488 | 0.6988 | 0.5488 | 0.7408 |
271
+ | No log | 11.0 | 440 | 0.5705 | 0.6853 | 0.5705 | 0.7553 |
272
+ | No log | 11.05 | 442 | 0.5741 | 0.6547 | 0.5741 | 0.7577 |
273
+ | No log | 11.1 | 444 | 0.5742 | 0.6857 | 0.5742 | 0.7578 |
274
+ | No log | 11.15 | 446 | 0.5799 | 0.6647 | 0.5799 | 0.7615 |
275
+ | No log | 11.2 | 448 | 0.5867 | 0.6647 | 0.5867 | 0.7660 |
276
+ | No log | 11.25 | 450 | 0.5702 | 0.6656 | 0.5702 | 0.7551 |
277
+ | No log | 11.3 | 452 | 0.5554 | 0.7129 | 0.5554 | 0.7453 |
278
+ | No log | 11.35 | 454 | 0.5560 | 0.7009 | 0.5560 | 0.7457 |
279
+ | No log | 11.4 | 456 | 0.5630 | 0.6841 | 0.5630 | 0.7503 |
280
+ | No log | 11.45 | 458 | 0.5501 | 0.7179 | 0.5501 | 0.7417 |
281
+ | No log | 11.5 | 460 | 0.5450 | 0.7129 | 0.5450 | 0.7382 |
282
+ | No log | 11.55 | 462 | 0.5878 | 0.6670 | 0.5878 | 0.7667 |
283
+ | No log | 11.6 | 464 | 0.5954 | 0.6630 | 0.5954 | 0.7716 |
284
+ | No log | 11.65 | 466 | 0.5878 | 0.6455 | 0.5878 | 0.7667 |
285
+ | No log | 11.7 | 468 | 0.5900 | 0.6127 | 0.5900 | 0.7681 |
286
+ | No log | 11.75 | 470 | 0.5653 | 0.6491 | 0.5653 | 0.7518 |
287
+ | No log | 11.8 | 472 | 0.5620 | 0.6491 | 0.5620 | 0.7497 |
288
+ | No log | 11.85 | 474 | 0.5474 | 0.6865 | 0.5474 | 0.7399 |
289
+ | No log | 11.9 | 476 | 0.5571 | 0.6609 | 0.5571 | 0.7464 |
290
+ | No log | 11.95 | 478 | 0.5782 | 0.6609 | 0.5782 | 0.7604 |
291
+ | No log | 12.0 | 480 | 0.5733 | 0.6940 | 0.5733 | 0.7572 |
292
+ | No log | 12.05 | 482 | 0.5749 | 0.6940 | 0.5749 | 0.7582 |
293
+ | No log | 12.1 | 484 | 0.5726 | 0.6700 | 0.5726 | 0.7567 |
294
+ | No log | 12.15 | 486 | 0.5542 | 0.7003 | 0.5542 | 0.7444 |
295
+ | No log | 12.2 | 488 | 0.5563 | 0.7175 | 0.5563 | 0.7459 |
296
+ | No log | 12.25 | 490 | 0.5297 | 0.7345 | 0.5297 | 0.7278 |
297
+ | No log | 12.3 | 492 | 0.5259 | 0.7345 | 0.5259 | 0.7252 |
298
+ | No log | 12.35 | 494 | 0.5430 | 0.7345 | 0.5430 | 0.7369 |
299
+ | No log | 12.4 | 496 | 0.5583 | 0.6547 | 0.5583 | 0.7472 |
300
+ | No log | 12.45 | 498 | 0.5807 | 0.6678 | 0.5807 | 0.7620 |
301
+ | 0.2555 | 12.5 | 500 | 0.6543 | 0.6199 | 0.6543 | 0.8089 |
302
+ | 0.2555 | 12.55 | 502 | 0.7334 | 0.5490 | 0.7334 | 0.8564 |
303
+ | 0.2555 | 12.6 | 504 | 0.7077 | 0.6089 | 0.7077 | 0.8413 |
304
+ | 0.2555 | 12.65 | 506 | 0.6312 | 0.5927 | 0.6312 | 0.7945 |
305
+ | 0.2555 | 12.7 | 508 | 0.6070 | 0.6569 | 0.6070 | 0.7791 |
306
+ | 0.2555 | 12.75 | 510 | 0.6126 | 0.6367 | 0.6126 | 0.7827 |
307
+ | 0.2555 | 12.8 | 512 | 0.6384 | 0.5739 | 0.6384 | 0.7990 |
308
+ | 0.2555 | 12.85 | 514 | 0.7071 | 0.5916 | 0.7071 | 0.8409 |
309
+ | 0.2555 | 12.9 | 516 | 0.7758 | 0.5219 | 0.7758 | 0.8808 |
310
+ | 0.2555 | 12.95 | 518 | 0.7579 | 0.5663 | 0.7579 | 0.8706 |
311
+ | 0.2555 | 13.0 | 520 | 0.6636 | 0.6230 | 0.6636 | 0.8146 |
312
+ | 0.2555 | 13.05 | 522 | 0.6115 | 0.6157 | 0.6115 | 0.7820 |
313
+ | 0.2555 | 13.1 | 524 | 0.5722 | 0.6460 | 0.5722 | 0.7564 |
314
+ | 0.2555 | 13.15 | 526 | 0.5548 | 0.6641 | 0.5548 | 0.7448 |
315
+ | 0.2555 | 13.2 | 528 | 0.5655 | 0.6908 | 0.5655 | 0.7520 |
316
+ | 0.2555 | 13.25 | 530 | 0.6080 | 0.6053 | 0.6080 | 0.7797 |
317
+ | 0.2555 | 13.3 | 532 | 0.6744 | 0.6450 | 0.6744 | 0.8212 |
318
+ | 0.2555 | 13.35 | 534 | 0.7017 | 0.6019 | 0.7017 | 0.8377 |
319
+ | 0.2555 | 13.4 | 536 | 0.6769 | 0.6487 | 0.6769 | 0.8227 |
320
+ | 0.2555 | 13.45 | 538 | 0.6268 | 0.6455 | 0.6268 | 0.7917 |
321
+ | 0.2555 | 13.5 | 540 | 0.5731 | 0.6491 | 0.5731 | 0.7570 |
322
+ | 0.2555 | 13.55 | 542 | 0.5600 | 0.6588 | 0.5600 | 0.7483 |
323
+ | 0.2555 | 13.6 | 544 | 0.5478 | 0.6824 | 0.5478 | 0.7401 |
324
+ | 0.2555 | 13.65 | 546 | 0.5420 | 0.6779 | 0.5420 | 0.7362 |
325
+ | 0.2555 | 13.7 | 548 | 0.5577 | 0.6695 | 0.5577 | 0.7468 |
326
+ | 0.2555 | 13.75 | 550 | 0.5656 | 0.6865 | 0.5656 | 0.7521 |
327
+ | 0.2555 | 13.8 | 552 | 0.5666 | 0.6865 | 0.5666 | 0.7527 |
328
+ | 0.2555 | 13.85 | 554 | 0.5305 | 0.6944 | 0.5305 | 0.7283 |
329
+ | 0.2555 | 13.9 | 556 | 0.5101 | 0.7049 | 0.5101 | 0.7142 |
330
+ | 0.2555 | 13.95 | 558 | 0.5138 | 0.6932 | 0.5138 | 0.7168 |
331
+ | 0.2555 | 14.0 | 560 | 0.5146 | 0.6978 | 0.5146 | 0.7174 |
332
+ | 0.2555 | 14.05 | 562 | 0.5177 | 0.6833 | 0.5177 | 0.7195 |
333
+ | 0.2555 | 14.1 | 564 | 0.5432 | 0.6479 | 0.5432 | 0.7370 |
334
+ | 0.2555 | 14.15 | 566 | 0.5631 | 0.6588 | 0.5631 | 0.7504 |
335
+ | 0.2555 | 14.2 | 568 | 0.5797 | 0.6629 | 0.5797 | 0.7614 |
336
+ | 0.2555 | 14.25 | 570 | 0.5970 | 0.6469 | 0.5970 | 0.7727 |
337
+ | 0.2555 | 14.3 | 572 | 0.6238 | 0.6167 | 0.6238 | 0.7898 |
338
+ | 0.2555 | 14.35 | 574 | 0.6344 | 0.6167 | 0.6344 | 0.7965 |
339
+ | 0.2555 | 14.4 | 576 | 0.6070 | 0.6695 | 0.6070 | 0.7791 |
340
+ | 0.2555 | 14.45 | 578 | 0.5682 | 0.6602 | 0.5682 | 0.7538 |
341
+ | 0.2555 | 14.5 | 580 | 0.5674 | 0.6796 | 0.5674 | 0.7533 |
342
+ | 0.2555 | 14.55 | 582 | 0.5772 | 0.6470 | 0.5772 | 0.7597 |
343
+ | 0.2555 | 14.6 | 584 | 0.5694 | 0.6796 | 0.5694 | 0.7546 |
344
+ | 0.2555 | 14.65 | 586 | 0.5501 | 0.6606 | 0.5501 | 0.7417 |
345
+ | 0.2555 | 14.7 | 588 | 0.5445 | 0.6528 | 0.5445 | 0.7379 |
346
+ | 0.2555 | 14.75 | 590 | 0.5469 | 0.6528 | 0.5469 | 0.7395 |
347
+ | 0.2555 | 14.8 | 592 | 0.5687 | 0.6878 | 0.5687 | 0.7541 |
348
+ | 0.2555 | 14.85 | 594 | 0.5493 | 0.6548 | 0.5493 | 0.7411 |
349
+ | 0.2555 | 14.9 | 596 | 0.5232 | 0.6528 | 0.5232 | 0.7234 |
350
+ | 0.2555 | 14.95 | 598 | 0.5157 | 0.6888 | 0.5157 | 0.7181 |
351
+ | 0.2555 | 15.0 | 600 | 0.5147 | 0.6888 | 0.5147 | 0.7174 |
352
+ | 0.2555 | 15.05 | 602 | 0.5168 | 0.6932 | 0.5168 | 0.7189 |
353
+ | 0.2555 | 15.1 | 604 | 0.5187 | 0.7218 | 0.5187 | 0.7202 |
354
+ | 0.2555 | 15.15 | 606 | 0.5205 | 0.6888 | 0.5205 | 0.7215 |
355
+ | 0.2555 | 15.2 | 608 | 0.5212 | 0.6888 | 0.5212 | 0.7219 |
356
+ | 0.2555 | 15.25 | 610 | 0.5209 | 0.7049 | 0.5209 | 0.7217 |
357
+ | 0.2555 | 15.3 | 612 | 0.5179 | 0.6880 | 0.5179 | 0.7196 |
358
+ | 0.2555 | 15.35 | 614 | 0.5147 | 0.6880 | 0.5147 | 0.7174 |
359
+ | 0.2555 | 15.4 | 616 | 0.5329 | 0.7081 | 0.5329 | 0.7300 |
360
+ | 0.2555 | 15.45 | 618 | 0.5836 | 0.6940 | 0.5836 | 0.7640 |
361
+ | 0.2555 | 15.5 | 620 | 0.6252 | 0.6661 | 0.6252 | 0.7907 |
362
+ | 0.2555 | 15.55 | 622 | 0.6042 | 0.6892 | 0.6042 | 0.7773 |
363
+ | 0.2555 | 15.6 | 624 | 0.5520 | 0.6833 | 0.5520 | 0.7430 |
364
+ | 0.2555 | 15.65 | 626 | 0.5222 | 0.6796 | 0.5222 | 0.7227 |
365
+ | 0.2555 | 15.7 | 628 | 0.5340 | 0.6517 | 0.5340 | 0.7308 |
366
+ | 0.2555 | 15.75 | 630 | 0.5340 | 0.6409 | 0.5340 | 0.7308 |
367
+ | 0.2555 | 15.8 | 632 | 0.5149 | 0.7025 | 0.5149 | 0.7176 |
368
+ | 0.2555 | 15.85 | 634 | 0.5141 | 0.6712 | 0.5141 | 0.7170 |
369
+ | 0.2555 | 15.9 | 636 | 0.5385 | 0.6946 | 0.5385 | 0.7338 |
370
+ | 0.2555 | 15.95 | 638 | 0.5660 | 0.7003 | 0.5660 | 0.7523 |
371
+ | 0.2555 | 16.0 | 640 | 0.5571 | 0.7003 | 0.5571 | 0.7464 |
372
+ | 0.2555 | 16.05 | 642 | 0.5360 | 0.6771 | 0.5360 | 0.7321 |
373
+ | 0.2555 | 16.1 | 644 | 0.5306 | 0.6982 | 0.5306 | 0.7284 |
374
+ | 0.2555 | 16.15 | 646 | 0.5567 | 0.6013 | 0.5567 | 0.7461 |
375
+ | 0.2555 | 16.2 | 648 | 0.5675 | 0.5771 | 0.5675 | 0.7533 |
376
+ | 0.2555 | 16.25 | 650 | 0.5537 | 0.6479 | 0.5537 | 0.7441 |
377
+ | 0.2555 | 16.3 | 652 | 0.5448 | 0.6880 | 0.5448 | 0.7381 |
378
+ | 0.2555 | 16.35 | 654 | 0.5903 | 0.6845 | 0.5903 | 0.7683 |
379
+ | 0.2555 | 16.4 | 656 | 0.6150 | 0.6940 | 0.6150 | 0.7842 |
380
+ | 0.2555 | 16.45 | 658 | 0.5864 | 0.6990 | 0.5864 | 0.7658 |
381
+ | 0.2555 | 16.5 | 660 | 0.5565 | 0.7189 | 0.5565 | 0.7460 |
382
+ | 0.2555 | 16.55 | 662 | 0.5737 | 0.6364 | 0.5737 | 0.7575 |
383
+ | 0.2555 | 16.6 | 664 | 0.5888 | 0.5747 | 0.5888 | 0.7674 |
384
+ | 0.2555 | 16.65 | 666 | 0.5871 | 0.6359 | 0.5871 | 0.7662 |
385
+ | 0.2555 | 16.7 | 668 | 0.5905 | 0.6338 | 0.5905 | 0.7685 |
386
+ | 0.2555 | 16.75 | 670 | 0.6015 | 0.6082 | 0.6015 | 0.7756 |
387
+ | 0.2555 | 16.8 | 672 | 0.6508 | 0.5835 | 0.6508 | 0.8067 |
388
+ | 0.2555 | 16.85 | 674 | 0.6850 | 0.5835 | 0.6850 | 0.8276 |
389
+ | 0.2555 | 16.9 | 676 | 0.6662 | 0.5835 | 0.6662 | 0.8162 |
390
+ | 0.2555 | 16.95 | 678 | 0.6541 | 0.6032 | 0.6541 | 0.8087 |
391
 
392
 
393
  ### Framework versions