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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k4_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_k3_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_k3_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: 0.5922
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- - Qwk: 0.5796
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- - Mse: 0.5922
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- - Rmse: 0.7695
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  ## Model description
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@@ -47,331 +47,411 @@ 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 | 0.1333 | 2 | 3.9000 | 0.0 | 3.9000 | 1.9748 |
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- | No log | 0.2667 | 4 | 2.5575 | 0.0248 | 2.5575 | 1.5992 |
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- | No log | 0.4 | 6 | 1.7693 | -0.0180 | 1.7693 | 1.3302 |
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- | No log | 0.5333 | 8 | 1.1920 | 0.0400 | 1.1920 | 1.0918 |
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- | No log | 0.6667 | 10 | 1.0978 | 0.2291 | 1.0978 | 1.0478 |
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- | No log | 0.8 | 12 | 1.1501 | 0.0130 | 1.1501 | 1.0724 |
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- | No log | 0.9333 | 14 | 1.1420 | 0.0462 | 1.1420 | 1.0686 |
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- | No log | 1.0667 | 16 | 1.0252 | 0.1576 | 1.0252 | 1.0125 |
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- | No log | 1.2 | 18 | 0.8773 | 0.3117 | 0.8773 | 0.9366 |
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- | No log | 1.3333 | 20 | 0.8619 | 0.3549 | 0.8619 | 0.9284 |
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- | No log | 1.4667 | 22 | 1.2950 | 0.3080 | 1.2950 | 1.1380 |
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- | No log | 1.6 | 24 | 1.3095 | 0.3129 | 1.3095 | 1.1443 |
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- | No log | 1.7333 | 26 | 0.6864 | 0.5849 | 0.6864 | 0.8285 |
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- | No log | 1.8667 | 28 | 0.6392 | 0.6293 | 0.6392 | 0.7995 |
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- | No log | 2.0 | 30 | 0.6650 | 0.5876 | 0.6650 | 0.8155 |
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- | No log | 2.1333 | 32 | 0.9558 | 0.5087 | 0.9558 | 0.9777 |
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- | No log | 2.2667 | 34 | 1.0846 | 0.4340 | 1.0846 | 1.0414 |
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- | No log | 2.4 | 36 | 1.3078 | 0.4364 | 1.3078 | 1.1436 |
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- | No log | 2.5333 | 38 | 0.8982 | 0.4668 | 0.8982 | 0.9477 |
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- | No log | 2.6667 | 40 | 0.5919 | 0.6177 | 0.5919 | 0.7694 |
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- | No log | 2.8 | 42 | 0.5953 | 0.6112 | 0.5953 | 0.7716 |
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- | No log | 2.9333 | 44 | 0.6215 | 0.6870 | 0.6215 | 0.7883 |
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- | No log | 3.0667 | 46 | 0.7355 | 0.5688 | 0.7355 | 0.8576 |
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- | No log | 3.2 | 48 | 0.6837 | 0.5997 | 0.6837 | 0.8269 |
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- | No log | 3.3333 | 50 | 0.5610 | 0.6535 | 0.5610 | 0.7490 |
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- | No log | 3.4667 | 52 | 0.5498 | 0.6756 | 0.5498 | 0.7415 |
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- | No log | 3.6 | 54 | 0.6124 | 0.6559 | 0.6124 | 0.7825 |
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- | No log | 3.7333 | 56 | 1.2019 | 0.4430 | 1.2019 | 1.0963 |
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- | No log | 3.8667 | 58 | 1.2762 | 0.4458 | 1.2762 | 1.1297 |
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- | No log | 4.0 | 60 | 0.7664 | 0.6878 | 0.7664 | 0.8754 |
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- | No log | 4.1333 | 62 | 0.6756 | 0.6899 | 0.6756 | 0.8219 |
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- | No log | 4.2667 | 64 | 0.6259 | 0.6928 | 0.6259 | 0.7912 |
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- | No log | 4.4 | 66 | 0.6306 | 0.6736 | 0.6306 | 0.7941 |
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- | No log | 4.5333 | 68 | 0.6011 | 0.6916 | 0.6011 | 0.7753 |
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- | No log | 4.6667 | 70 | 0.6460 | 0.6116 | 0.6460 | 0.8038 |
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- | No log | 4.8 | 72 | 0.7591 | 0.6016 | 0.7591 | 0.8713 |
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- | No log | 4.9333 | 74 | 0.6892 | 0.6299 | 0.6892 | 0.8302 |
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- | No log | 5.0667 | 76 | 0.6505 | 0.6986 | 0.6505 | 0.8066 |
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- | No log | 5.2 | 78 | 0.6331 | 0.7262 | 0.6331 | 0.7957 |
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- | No log | 5.3333 | 80 | 0.6688 | 0.7002 | 0.6688 | 0.8178 |
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- | No log | 5.4667 | 82 | 0.7669 | 0.5976 | 0.7669 | 0.8757 |
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- | No log | 5.6 | 84 | 0.7640 | 0.6069 | 0.7640 | 0.8741 |
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- | No log | 5.7333 | 86 | 0.6792 | 0.6957 | 0.6792 | 0.8241 |
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- | No log | 5.8667 | 88 | 0.7996 | 0.6229 | 0.7996 | 0.8942 |
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- | No log | 6.0 | 90 | 0.7964 | 0.6361 | 0.7964 | 0.8924 |
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- | No log | 6.1333 | 92 | 0.6895 | 0.6945 | 0.6895 | 0.8304 |
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- | No log | 6.2667 | 94 | 0.8179 | 0.6058 | 0.8179 | 0.9044 |
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- | No log | 6.4 | 96 | 0.8058 | 0.5853 | 0.8058 | 0.8976 |
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- | No log | 6.5333 | 98 | 0.7005 | 0.6748 | 0.7005 | 0.8369 |
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- | No log | 6.6667 | 100 | 0.6377 | 0.6591 | 0.6377 | 0.7985 |
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- | No log | 6.8 | 102 | 0.6450 | 0.6826 | 0.6450 | 0.8031 |
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- | No log | 6.9333 | 104 | 0.8549 | 0.5088 | 0.8549 | 0.9246 |
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- | No log | 7.0667 | 106 | 1.3175 | 0.4265 | 1.3175 | 1.1478 |
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- | No log | 7.2 | 108 | 1.1602 | 0.4247 | 1.1602 | 1.0771 |
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- | No log | 7.3333 | 110 | 0.6633 | 0.6583 | 0.6633 | 0.8145 |
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- | No log | 7.4667 | 112 | 0.5777 | 0.6813 | 0.5777 | 0.7601 |
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- | No log | 7.6 | 114 | 0.6116 | 0.5939 | 0.6116 | 0.7821 |
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- | No log | 7.7333 | 116 | 0.6043 | 0.5966 | 0.6043 | 0.7773 |
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- | No log | 7.8667 | 118 | 0.6213 | 0.6402 | 0.6213 | 0.7882 |
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- | No log | 8.0 | 120 | 0.6180 | 0.6575 | 0.6180 | 0.7861 |
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- | No log | 8.1333 | 122 | 0.5789 | 0.7193 | 0.5789 | 0.7608 |
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- | No log | 8.2667 | 124 | 0.6104 | 0.6946 | 0.6104 | 0.7813 |
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- | No log | 8.4 | 126 | 0.5950 | 0.7061 | 0.5950 | 0.7713 |
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- | No log | 8.5333 | 128 | 0.6921 | 0.7219 | 0.6921 | 0.8319 |
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- | No log | 8.6667 | 130 | 0.6867 | 0.6780 | 0.6867 | 0.8287 |
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- | No log | 8.8 | 132 | 0.5751 | 0.6610 | 0.5751 | 0.7583 |
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- | No log | 8.9333 | 134 | 0.5679 | 0.6545 | 0.5679 | 0.7536 |
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- | No log | 9.0667 | 136 | 0.5766 | 0.7156 | 0.5766 | 0.7593 |
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- | No log | 9.2 | 138 | 0.6137 | 0.7104 | 0.6137 | 0.7834 |
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- | No log | 9.3333 | 140 | 0.5987 | 0.6691 | 0.5987 | 0.7737 |
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- | No log | 9.4667 | 142 | 0.6361 | 0.5977 | 0.6361 | 0.7975 |
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- | No log | 9.6 | 144 | 0.6704 | 0.6578 | 0.6704 | 0.8188 |
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- | No log | 9.7333 | 146 | 0.6501 | 0.6918 | 0.6501 | 0.8063 |
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- | No log | 9.8667 | 148 | 0.6678 | 0.7053 | 0.6677 | 0.8172 |
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- | No log | 10.0 | 150 | 0.6360 | 0.7623 | 0.6360 | 0.7975 |
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- | No log | 10.1333 | 152 | 0.5758 | 0.6882 | 0.5758 | 0.7588 |
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- | No log | 10.2667 | 154 | 0.6201 | 0.6377 | 0.6201 | 0.7874 |
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- | No log | 10.4 | 156 | 0.8071 | 0.5086 | 0.8071 | 0.8984 |
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- | No log | 10.5333 | 158 | 0.7673 | 0.5814 | 0.7673 | 0.8759 |
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- | No log | 10.6667 | 160 | 0.6114 | 0.6070 | 0.6114 | 0.7819 |
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- | No log | 10.8 | 162 | 0.6453 | 0.6365 | 0.6453 | 0.8033 |
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- | No log | 10.9333 | 164 | 0.7055 | 0.6337 | 0.7055 | 0.8400 |
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- | No log | 11.0667 | 166 | 0.6325 | 0.6570 | 0.6325 | 0.7953 |
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- | No log | 11.2 | 168 | 0.6233 | 0.5905 | 0.6233 | 0.7895 |
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- | No log | 11.3333 | 170 | 0.6338 | 0.5759 | 0.6338 | 0.7961 |
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- | No log | 11.4667 | 172 | 0.6170 | 0.5879 | 0.6170 | 0.7855 |
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- | No log | 11.6 | 174 | 0.6235 | 0.5808 | 0.6235 | 0.7896 |
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- | No log | 11.7333 | 176 | 0.6091 | 0.5985 | 0.6091 | 0.7805 |
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- | No log | 11.8667 | 178 | 0.6232 | 0.6186 | 0.6232 | 0.7894 |
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- | No log | 12.0 | 180 | 0.6468 | 0.6748 | 0.6468 | 0.8042 |
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- | No log | 12.1333 | 182 | 0.6294 | 0.5884 | 0.6294 | 0.7933 |
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- | No log | 12.2667 | 184 | 0.6324 | 0.5662 | 0.6324 | 0.7952 |
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- | No log | 12.4 | 186 | 0.6298 | 0.5682 | 0.6298 | 0.7936 |
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- | No log | 12.5333 | 188 | 0.6376 | 0.6078 | 0.6376 | 0.7985 |
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- | No log | 12.6667 | 190 | 0.6662 | 0.6544 | 0.6662 | 0.8162 |
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- | No log | 12.8 | 192 | 0.6770 | 0.6457 | 0.6770 | 0.8228 |
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- | No log | 12.9333 | 194 | 0.6638 | 0.6263 | 0.6638 | 0.8147 |
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- | No log | 13.0667 | 196 | 0.6713 | 0.6168 | 0.6713 | 0.8193 |
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- | No log | 13.2 | 198 | 0.6956 | 0.6753 | 0.6956 | 0.8340 |
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- | No log | 13.3333 | 200 | 0.6846 | 0.6669 | 0.6846 | 0.8274 |
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- | No log | 13.4667 | 202 | 0.7552 | 0.6115 | 0.7552 | 0.8690 |
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- | No log | 13.6 | 204 | 0.6619 | 0.6500 | 0.6619 | 0.8136 |
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- | No log | 13.7333 | 206 | 0.6432 | 0.6482 | 0.6432 | 0.8020 |
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- | No log | 13.8667 | 208 | 0.6982 | 0.6135 | 0.6982 | 0.8356 |
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- | No log | 14.0 | 210 | 0.9391 | 0.5016 | 0.9391 | 0.9691 |
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- | No log | 14.1333 | 212 | 1.1333 | 0.4401 | 1.1333 | 1.0646 |
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- | No log | 14.2667 | 214 | 0.9769 | 0.5115 | 0.9769 | 0.9884 |
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- | No log | 14.4 | 216 | 0.6775 | 0.6476 | 0.6775 | 0.8231 |
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- | No log | 14.5333 | 218 | 0.6872 | 0.6586 | 0.6872 | 0.8290 |
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- | No log | 14.6667 | 220 | 0.7524 | 0.6455 | 0.7524 | 0.8674 |
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- | No log | 14.8 | 222 | 0.6685 | 0.6263 | 0.6685 | 0.8176 |
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- | No log | 14.9333 | 224 | 0.6191 | 0.6186 | 0.6191 | 0.7868 |
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- | No log | 15.0667 | 226 | 0.6720 | 0.6286 | 0.6720 | 0.8198 |
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- | No log | 15.2 | 228 | 0.7277 | 0.6657 | 0.7277 | 0.8531 |
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- | No log | 15.3333 | 230 | 0.7231 | 0.6631 | 0.7231 | 0.8503 |
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- | No log | 15.4667 | 232 | 0.6602 | 0.6803 | 0.6602 | 0.8125 |
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- | No log | 15.6 | 234 | 0.6113 | 0.6766 | 0.6113 | 0.7819 |
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- | No log | 15.7333 | 236 | 0.6057 | 0.6085 | 0.6057 | 0.7783 |
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- | No log | 15.8667 | 238 | 0.6124 | 0.5703 | 0.6124 | 0.7825 |
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- | No log | 16.0 | 240 | 0.6089 | 0.5618 | 0.6089 | 0.7803 |
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- | No log | 16.1333 | 242 | 0.6087 | 0.5865 | 0.6087 | 0.7802 |
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- | No log | 16.2667 | 244 | 0.6568 | 0.6055 | 0.6568 | 0.8105 |
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- | No log | 16.4 | 246 | 0.7158 | 0.6570 | 0.7158 | 0.8461 |
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- | No log | 16.5333 | 248 | 0.7458 | 0.6546 | 0.7458 | 0.8636 |
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- | No log | 16.6667 | 250 | 0.7177 | 0.6922 | 0.7177 | 0.8472 |
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- | No log | 16.8 | 252 | 0.7533 | 0.6545 | 0.7533 | 0.8679 |
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- | No log | 16.9333 | 254 | 0.7385 | 0.6788 | 0.7385 | 0.8594 |
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- | No log | 17.0667 | 256 | 0.7014 | 0.6716 | 0.7014 | 0.8375 |
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- | No log | 17.2 | 258 | 0.6648 | 0.6669 | 0.6648 | 0.8154 |
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- | No log | 17.3333 | 260 | 0.6373 | 0.6410 | 0.6373 | 0.7983 |
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- | No log | 17.4667 | 262 | 0.6304 | 0.6721 | 0.6304 | 0.7940 |
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- | No log | 17.6 | 264 | 0.6167 | 0.6595 | 0.6167 | 0.7853 |
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- | No log | 17.7333 | 266 | 0.5856 | 0.6440 | 0.5856 | 0.7652 |
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- | No log | 17.8667 | 268 | 0.5863 | 0.6614 | 0.5863 | 0.7657 |
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- | No log | 18.0 | 270 | 0.6072 | 0.6435 | 0.6072 | 0.7792 |
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- | No log | 18.1333 | 272 | 0.5884 | 0.6406 | 0.5884 | 0.7670 |
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- | No log | 18.2667 | 274 | 0.5809 | 0.6639 | 0.5809 | 0.7622 |
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- | No log | 18.4 | 276 | 0.6241 | 0.6184 | 0.6241 | 0.7900 |
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- | No log | 18.5333 | 278 | 0.6230 | 0.6349 | 0.6230 | 0.7893 |
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- | No log | 18.6667 | 280 | 0.6084 | 0.6349 | 0.6084 | 0.7800 |
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- | No log | 18.8 | 282 | 0.5910 | 0.6244 | 0.5910 | 0.7688 |
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- | No log | 18.9333 | 284 | 0.5727 | 0.6417 | 0.5727 | 0.7568 |
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- | No log | 19.0667 | 286 | 0.5781 | 0.6452 | 0.5781 | 0.7603 |
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- | No log | 19.2 | 288 | 0.6102 | 0.6244 | 0.6102 | 0.7812 |
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- | No log | 19.3333 | 290 | 0.6578 | 0.6307 | 0.6578 | 0.8110 |
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- | No log | 19.4667 | 292 | 0.6596 | 0.6266 | 0.6596 | 0.8122 |
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- | No log | 19.6 | 294 | 0.6366 | 0.6176 | 0.6366 | 0.7979 |
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- | No log | 19.7333 | 296 | 0.6357 | 0.6380 | 0.6357 | 0.7973 |
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- | No log | 19.8667 | 298 | 0.6357 | 0.6402 | 0.6357 | 0.7973 |
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- | No log | 20.0 | 300 | 0.6537 | 0.6555 | 0.6537 | 0.8085 |
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- | No log | 20.1333 | 302 | 0.6881 | 0.6411 | 0.6881 | 0.8295 |
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- | No log | 20.2667 | 304 | 0.6589 | 0.6336 | 0.6589 | 0.8117 |
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- | No log | 20.4 | 306 | 0.6044 | 0.6042 | 0.6044 | 0.7775 |
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- | No log | 20.5333 | 308 | 0.5886 | 0.6497 | 0.5886 | 0.7672 |
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- | No log | 20.6667 | 310 | 0.5806 | 0.6491 | 0.5806 | 0.7619 |
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- | No log | 20.8 | 312 | 0.5672 | 0.6622 | 0.5672 | 0.7531 |
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- | No log | 20.9333 | 314 | 0.5536 | 0.6861 | 0.5536 | 0.7440 |
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- | No log | 21.0667 | 316 | 0.5563 | 0.6779 | 0.5563 | 0.7459 |
210
- | No log | 21.2 | 318 | 0.5548 | 0.6667 | 0.5548 | 0.7448 |
211
- | No log | 21.3333 | 320 | 0.5500 | 0.6756 | 0.5500 | 0.7416 |
212
- | No log | 21.4667 | 322 | 0.5541 | 0.6447 | 0.5541 | 0.7444 |
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- | No log | 21.6 | 324 | 0.5624 | 0.6085 | 0.5624 | 0.7499 |
214
- | No log | 21.7333 | 326 | 0.5749 | 0.6838 | 0.5749 | 0.7582 |
215
- | No log | 21.8667 | 328 | 0.5793 | 0.6501 | 0.5793 | 0.7611 |
216
- | No log | 22.0 | 330 | 0.5699 | 0.6828 | 0.5699 | 0.7549 |
217
- | No log | 22.1333 | 332 | 0.6133 | 0.6098 | 0.6133 | 0.7831 |
218
- | No log | 22.2667 | 334 | 0.5974 | 0.5879 | 0.5974 | 0.7729 |
219
- | No log | 22.4 | 336 | 0.5865 | 0.6440 | 0.5865 | 0.7658 |
220
- | No log | 22.5333 | 338 | 0.5843 | 0.6465 | 0.5843 | 0.7644 |
221
- | No log | 22.6667 | 340 | 0.5903 | 0.5752 | 0.5903 | 0.7683 |
222
- | No log | 22.8 | 342 | 0.5922 | 0.5714 | 0.5922 | 0.7695 |
223
- | No log | 22.9333 | 344 | 0.5946 | 0.5819 | 0.5946 | 0.7711 |
224
- | No log | 23.0667 | 346 | 0.5903 | 0.6186 | 0.5903 | 0.7683 |
225
- | No log | 23.2 | 348 | 0.5983 | 0.6337 | 0.5983 | 0.7735 |
226
- | No log | 23.3333 | 350 | 0.6098 | 0.6715 | 0.6098 | 0.7809 |
227
- | No log | 23.4667 | 352 | 0.5952 | 0.6509 | 0.5952 | 0.7715 |
228
- | No log | 23.6 | 354 | 0.5816 | 0.6157 | 0.5816 | 0.7626 |
229
- | No log | 23.7333 | 356 | 0.5846 | 0.6032 | 0.5846 | 0.7646 |
230
- | No log | 23.8667 | 358 | 0.6049 | 0.6184 | 0.6049 | 0.7777 |
231
- | No log | 24.0 | 360 | 0.6120 | 0.6599 | 0.6120 | 0.7823 |
232
- | No log | 24.1333 | 362 | 0.5837 | 0.6256 | 0.5837 | 0.7640 |
233
- | No log | 24.2667 | 364 | 0.5787 | 0.6051 | 0.5787 | 0.7607 |
234
- | No log | 24.4 | 366 | 0.6199 | 0.6519 | 0.6199 | 0.7873 |
235
- | No log | 24.5333 | 368 | 0.6303 | 0.6459 | 0.6303 | 0.7939 |
236
- | No log | 24.6667 | 370 | 0.5997 | 0.6196 | 0.5997 | 0.7744 |
237
- | No log | 24.8 | 372 | 0.6028 | 0.6363 | 0.6028 | 0.7764 |
238
- | No log | 24.9333 | 374 | 0.6614 | 0.6515 | 0.6614 | 0.8132 |
239
- | No log | 25.0667 | 376 | 0.6701 | 0.6515 | 0.6701 | 0.8186 |
240
- | No log | 25.2 | 378 | 0.6114 | 0.6299 | 0.6114 | 0.7819 |
241
- | No log | 25.3333 | 380 | 0.5768 | 0.6294 | 0.5768 | 0.7595 |
242
- | No log | 25.4667 | 382 | 0.5863 | 0.6051 | 0.5863 | 0.7657 |
243
- | No log | 25.6 | 384 | 0.5935 | 0.6423 | 0.5935 | 0.7704 |
244
- | No log | 25.7333 | 386 | 0.5834 | 0.6051 | 0.5834 | 0.7638 |
245
- | No log | 25.8667 | 388 | 0.5911 | 0.6068 | 0.5911 | 0.7688 |
246
- | No log | 26.0 | 390 | 0.5865 | 0.6051 | 0.5865 | 0.7658 |
247
- | No log | 26.1333 | 392 | 0.5832 | 0.6215 | 0.5832 | 0.7637 |
248
- | No log | 26.2667 | 394 | 0.6046 | 0.6363 | 0.6046 | 0.7775 |
249
- | No log | 26.4 | 396 | 0.6273 | 0.6654 | 0.6273 | 0.7921 |
250
- | No log | 26.5333 | 398 | 0.6141 | 0.6393 | 0.6141 | 0.7837 |
251
- | No log | 26.6667 | 400 | 0.5791 | 0.6399 | 0.5791 | 0.7610 |
252
- | No log | 26.8 | 402 | 0.5772 | 0.6447 | 0.5772 | 0.7597 |
253
- | No log | 26.9333 | 404 | 0.5735 | 0.6447 | 0.5735 | 0.7573 |
254
- | No log | 27.0667 | 406 | 0.5668 | 0.6447 | 0.5668 | 0.7528 |
255
- | No log | 27.2 | 408 | 0.5638 | 0.6359 | 0.5638 | 0.7509 |
256
- | No log | 27.3333 | 410 | 0.5785 | 0.6440 | 0.5785 | 0.7606 |
257
- | No log | 27.4667 | 412 | 0.5907 | 0.6543 | 0.5907 | 0.7686 |
258
- | No log | 27.6 | 414 | 0.6052 | 0.6711 | 0.6052 | 0.7780 |
259
- | No log | 27.7333 | 416 | 0.5938 | 0.6543 | 0.5938 | 0.7706 |
260
- | No log | 27.8667 | 418 | 0.5799 | 0.6725 | 0.5799 | 0.7615 |
261
- | No log | 28.0 | 420 | 0.5838 | 0.6756 | 0.5838 | 0.7641 |
262
- | No log | 28.1333 | 422 | 0.5881 | 0.6167 | 0.5881 | 0.7669 |
263
- | No log | 28.2667 | 424 | 0.5943 | 0.6383 | 0.5943 | 0.7709 |
264
- | No log | 28.4 | 426 | 0.6081 | 0.6206 | 0.6081 | 0.7798 |
265
- | No log | 28.5333 | 428 | 0.6229 | 0.6166 | 0.6229 | 0.7893 |
266
- | No log | 28.6667 | 430 | 0.6398 | 0.6185 | 0.6398 | 0.7999 |
267
- | No log | 28.8 | 432 | 0.6491 | 0.6185 | 0.6491 | 0.8057 |
268
- | No log | 28.9333 | 434 | 0.6253 | 0.6225 | 0.6253 | 0.7908 |
269
- | No log | 29.0667 | 436 | 0.6040 | 0.6269 | 0.6040 | 0.7772 |
270
- | No log | 29.2 | 438 | 0.5996 | 0.6269 | 0.5996 | 0.7744 |
271
- | No log | 29.3333 | 440 | 0.6055 | 0.6085 | 0.6055 | 0.7781 |
272
- | No log | 29.4667 | 442 | 0.6212 | 0.5928 | 0.6212 | 0.7881 |
273
- | No log | 29.6 | 444 | 0.6159 | 0.5485 | 0.6159 | 0.7848 |
274
- | No log | 29.7333 | 446 | 0.5923 | 0.6057 | 0.5923 | 0.7696 |
275
- | No log | 29.8667 | 448 | 0.5889 | 0.6195 | 0.5889 | 0.7674 |
276
- | No log | 30.0 | 450 | 0.6000 | 0.6298 | 0.6000 | 0.7746 |
277
- | No log | 30.1333 | 452 | 0.6166 | 0.6275 | 0.6166 | 0.7853 |
278
- | No log | 30.2667 | 454 | 0.6344 | 0.6212 | 0.6344 | 0.7965 |
279
- | No log | 30.4 | 456 | 0.6693 | 0.6388 | 0.6693 | 0.8181 |
280
- | No log | 30.5333 | 458 | 0.6333 | 0.6388 | 0.6333 | 0.7958 |
281
- | No log | 30.6667 | 460 | 0.5782 | 0.6164 | 0.5782 | 0.7604 |
282
- | No log | 30.8 | 462 | 0.5694 | 0.6368 | 0.5694 | 0.7546 |
283
- | No log | 30.9333 | 464 | 0.5778 | 0.6256 | 0.5778 | 0.7601 |
284
- | No log | 31.0667 | 466 | 0.5806 | 0.6144 | 0.5806 | 0.7619 |
285
- | No log | 31.2 | 468 | 0.5868 | 0.6256 | 0.5868 | 0.7660 |
286
- | No log | 31.3333 | 470 | 0.5804 | 0.6164 | 0.5804 | 0.7618 |
287
- | No log | 31.4667 | 472 | 0.5925 | 0.6256 | 0.5925 | 0.7697 |
288
- | No log | 31.6 | 474 | 0.5833 | 0.6256 | 0.5833 | 0.7637 |
289
- | No log | 31.7333 | 476 | 0.5804 | 0.6144 | 0.5804 | 0.7618 |
290
- | No log | 31.8667 | 478 | 0.5850 | 0.6473 | 0.5850 | 0.7648 |
291
- | No log | 32.0 | 480 | 0.5802 | 0.6035 | 0.5802 | 0.7617 |
292
- | No log | 32.1333 | 482 | 0.5760 | 0.6316 | 0.5760 | 0.7589 |
293
- | No log | 32.2667 | 484 | 0.5780 | 0.6278 | 0.5780 | 0.7602 |
294
- | No log | 32.4 | 486 | 0.5992 | 0.6479 | 0.5992 | 0.7741 |
295
- | No log | 32.5333 | 488 | 0.5977 | 0.6661 | 0.5977 | 0.7731 |
296
- | No log | 32.6667 | 490 | 0.5938 | 0.6699 | 0.5938 | 0.7706 |
297
- | No log | 32.8 | 492 | 0.5673 | 0.6302 | 0.5673 | 0.7532 |
298
- | No log | 32.9333 | 494 | 0.5561 | 0.6284 | 0.5561 | 0.7457 |
299
- | No log | 33.0667 | 496 | 0.5585 | 0.6167 | 0.5585 | 0.7473 |
300
- | No log | 33.2 | 498 | 0.5658 | 0.6167 | 0.5658 | 0.7522 |
301
- | 0.1975 | 33.3333 | 500 | 0.5679 | 0.5985 | 0.5679 | 0.7536 |
302
- | 0.1975 | 33.4667 | 502 | 0.5690 | 0.5985 | 0.5690 | 0.7543 |
303
- | 0.1975 | 33.6 | 504 | 0.5727 | 0.6157 | 0.5727 | 0.7568 |
304
- | 0.1975 | 33.7333 | 506 | 0.5746 | 0.6501 | 0.5746 | 0.7580 |
305
- | 0.1975 | 33.8667 | 508 | 0.5734 | 0.6328 | 0.5734 | 0.7572 |
306
- | 0.1975 | 34.0 | 510 | 0.5735 | 0.6328 | 0.5735 | 0.7573 |
307
- | 0.1975 | 34.1333 | 512 | 0.5742 | 0.6328 | 0.5742 | 0.7577 |
308
- | 0.1975 | 34.2667 | 514 | 0.5703 | 0.6431 | 0.5703 | 0.7552 |
309
- | 0.1975 | 34.4 | 516 | 0.5722 | 0.6492 | 0.5722 | 0.7564 |
310
- | 0.1975 | 34.5333 | 518 | 0.5956 | 0.6760 | 0.5956 | 0.7718 |
311
- | 0.1975 | 34.6667 | 520 | 0.6013 | 0.7071 | 0.6013 | 0.7754 |
312
- | 0.1975 | 34.8 | 522 | 0.6035 | 0.7071 | 0.6035 | 0.7768 |
313
- | 0.1975 | 34.9333 | 524 | 0.6099 | 0.7160 | 0.6099 | 0.7810 |
314
- | 0.1975 | 35.0667 | 526 | 0.6266 | 0.6780 | 0.6266 | 0.7916 |
315
- | 0.1975 | 35.2 | 528 | 0.6320 | 0.6388 | 0.6320 | 0.7950 |
316
- | 0.1975 | 35.3333 | 530 | 0.5845 | 0.6707 | 0.5845 | 0.7645 |
317
- | 0.1975 | 35.4667 | 532 | 0.5458 | 0.6479 | 0.5458 | 0.7388 |
318
- | 0.1975 | 35.6 | 534 | 0.5415 | 0.6526 | 0.5415 | 0.7359 |
319
- | 0.1975 | 35.7333 | 536 | 0.5684 | 0.6444 | 0.5684 | 0.7539 |
320
- | 0.1975 | 35.8667 | 538 | 0.5906 | 0.6601 | 0.5906 | 0.7685 |
321
- | 0.1975 | 36.0 | 540 | 0.5757 | 0.6360 | 0.5757 | 0.7588 |
322
- | 0.1975 | 36.1333 | 542 | 0.5601 | 0.6594 | 0.5601 | 0.7484 |
323
- | 0.1975 | 36.2667 | 544 | 0.5699 | 0.6465 | 0.5699 | 0.7549 |
324
- | 0.1975 | 36.4 | 546 | 0.5998 | 0.6575 | 0.5998 | 0.7745 |
325
- | 0.1975 | 36.5333 | 548 | 0.6035 | 0.6575 | 0.6035 | 0.7769 |
326
- | 0.1975 | 36.6667 | 550 | 0.6132 | 0.6741 | 0.6132 | 0.7831 |
327
- | 0.1975 | 36.8 | 552 | 0.6111 | 0.6628 | 0.6111 | 0.7817 |
328
- | 0.1975 | 36.9333 | 554 | 0.6056 | 0.6922 | 0.6056 | 0.7782 |
329
- | 0.1975 | 37.0667 | 556 | 0.6031 | 0.6740 | 0.6031 | 0.7766 |
330
- | 0.1975 | 37.2 | 558 | 0.5877 | 0.6588 | 0.5877 | 0.7666 |
331
- | 0.1975 | 37.3333 | 560 | 0.5706 | 0.6667 | 0.5706 | 0.7554 |
332
- | 0.1975 | 37.4667 | 562 | 0.5618 | 0.6586 | 0.5618 | 0.7495 |
333
- | 0.1975 | 37.6 | 564 | 0.5716 | 0.5959 | 0.5716 | 0.7560 |
334
- | 0.1975 | 37.7333 | 566 | 0.5853 | 0.5985 | 0.5853 | 0.7651 |
335
- | 0.1975 | 37.8667 | 568 | 0.5904 | 0.6057 | 0.5904 | 0.7684 |
336
- | 0.1975 | 38.0 | 570 | 0.5882 | 0.5934 | 0.5882 | 0.7669 |
337
- | 0.1975 | 38.1333 | 572 | 0.5845 | 0.6497 | 0.5845 | 0.7646 |
338
- | 0.1975 | 38.2667 | 574 | 0.5757 | 0.6497 | 0.5757 | 0.7588 |
339
- | 0.1975 | 38.4 | 576 | 0.5732 | 0.6225 | 0.5732 | 0.7571 |
340
- | 0.1975 | 38.5333 | 578 | 0.5846 | 0.6552 | 0.5846 | 0.7646 |
341
- | 0.1975 | 38.6667 | 580 | 0.6060 | 0.6614 | 0.6060 | 0.7785 |
342
- | 0.1975 | 38.8 | 582 | 0.6656 | 0.6411 | 0.6656 | 0.8159 |
343
- | 0.1975 | 38.9333 | 584 | 0.7062 | 0.6664 | 0.7062 | 0.8403 |
344
- | 0.1975 | 39.0667 | 586 | 0.6959 | 0.6570 | 0.6959 | 0.8342 |
345
- | 0.1975 | 39.2 | 588 | 0.6621 | 0.6570 | 0.6621 | 0.8137 |
346
- | 0.1975 | 39.3333 | 590 | 0.6240 | 0.6588 | 0.6240 | 0.7899 |
347
- | 0.1975 | 39.4667 | 592 | 0.5759 | 0.6157 | 0.5759 | 0.7589 |
348
- | 0.1975 | 39.6 | 594 | 0.5692 | 0.5693 | 0.5692 | 0.7544 |
349
- | 0.1975 | 39.7333 | 596 | 0.5770 | 0.6039 | 0.5770 | 0.7596 |
350
- | 0.1975 | 39.8667 | 598 | 0.5815 | 0.6039 | 0.5815 | 0.7626 |
351
- | 0.1975 | 40.0 | 600 | 0.5754 | 0.6049 | 0.5754 | 0.7586 |
352
- | 0.1975 | 40.1333 | 602 | 0.5737 | 0.6049 | 0.5737 | 0.7575 |
353
- | 0.1975 | 40.2667 | 604 | 0.5699 | 0.6049 | 0.5699 | 0.7549 |
354
- | 0.1975 | 40.4 | 606 | 0.5722 | 0.6206 | 0.5722 | 0.7564 |
355
- | 0.1975 | 40.5333 | 608 | 0.5766 | 0.5969 | 0.5766 | 0.7593 |
356
- | 0.1975 | 40.6667 | 610 | 0.5812 | 0.6281 | 0.5812 | 0.7623 |
357
- | 0.1975 | 40.8 | 612 | 0.5880 | 0.6595 | 0.5880 | 0.7668 |
358
- | 0.1975 | 40.9333 | 614 | 0.5856 | 0.6125 | 0.5856 | 0.7652 |
359
- | 0.1975 | 41.0667 | 616 | 0.5760 | 0.6049 | 0.5760 | 0.7589 |
360
- | 0.1975 | 41.2 | 618 | 0.5744 | 0.6039 | 0.5744 | 0.7579 |
361
- | 0.1975 | 41.3333 | 620 | 0.5766 | 0.6039 | 0.5766 | 0.7594 |
362
- | 0.1975 | 41.4667 | 622 | 0.5764 | 0.5796 | 0.5764 | 0.7592 |
363
- | 0.1975 | 41.6 | 624 | 0.5675 | 0.5796 | 0.5675 | 0.7533 |
364
- | 0.1975 | 41.7333 | 626 | 0.5573 | 0.6049 | 0.5573 | 0.7465 |
365
- | 0.1975 | 41.8667 | 628 | 0.5545 | 0.6164 | 0.5545 | 0.7446 |
366
- | 0.1975 | 42.0 | 630 | 0.5612 | 0.6393 | 0.5612 | 0.7491 |
367
- | 0.1975 | 42.1333 | 632 | 0.5742 | 0.6835 | 0.5742 | 0.7578 |
368
- | 0.1975 | 42.2667 | 634 | 0.5713 | 0.6692 | 0.5713 | 0.7559 |
369
- | 0.1975 | 42.4 | 636 | 0.5509 | 0.6164 | 0.5509 | 0.7422 |
370
- | 0.1975 | 42.5333 | 638 | 0.5633 | 0.5985 | 0.5633 | 0.7506 |
371
- | 0.1975 | 42.6667 | 640 | 0.5845 | 0.5949 | 0.5845 | 0.7645 |
372
- | 0.1975 | 42.8 | 642 | 0.5943 | 0.5949 | 0.5943 | 0.7709 |
373
- | 0.1975 | 42.9333 | 644 | 0.5989 | 0.5949 | 0.5989 | 0.7739 |
374
- | 0.1975 | 43.0667 | 646 | 0.5922 | 0.5796 | 0.5922 | 0.7695 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
375
 
376
 
377
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k4_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_k4_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: 0.6150
19
+ - Qwk: 0.5688
20
+ - Mse: 0.6150
21
+ - Rmse: 0.7842
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1 | 2 | 4.1413 | 0.0024 | 4.1413 | 2.0350 |
53
+ | No log | 0.2 | 4 | 2.2492 | 0.0541 | 2.2492 | 1.4997 |
54
+ | No log | 0.3 | 6 | 1.7958 | 0.1240 | 1.7958 | 1.3401 |
55
+ | No log | 0.4 | 8 | 1.3061 | 0.0528 | 1.3061 | 1.1429 |
56
+ | No log | 0.5 | 10 | 1.1633 | 0.0380 | 1.1633 | 1.0785 |
57
+ | No log | 0.6 | 12 | 1.0184 | 0.3026 | 1.0184 | 1.0091 |
58
+ | No log | 0.7 | 14 | 1.0871 | 0.2716 | 1.0871 | 1.0426 |
59
+ | No log | 0.8 | 16 | 1.1290 | 0.2594 | 1.1290 | 1.0625 |
60
+ | No log | 0.9 | 18 | 1.2077 | -0.0193 | 1.2077 | 1.0990 |
61
+ | No log | 1.0 | 20 | 1.2875 | 0.0 | 1.2875 | 1.1347 |
62
+ | No log | 1.1 | 22 | 1.3780 | 0.0 | 1.3780 | 1.1739 |
63
+ | No log | 1.2 | 24 | 1.2562 | 0.1140 | 1.2562 | 1.1208 |
64
+ | No log | 1.3 | 26 | 1.0521 | 0.1564 | 1.0521 | 1.0257 |
65
+ | No log | 1.4 | 28 | 0.9929 | 0.2541 | 0.9929 | 0.9964 |
66
+ | No log | 1.5 | 30 | 1.0939 | 0.1046 | 1.0939 | 1.0459 |
67
+ | No log | 1.6 | 32 | 1.1497 | 0.1046 | 1.1497 | 1.0722 |
68
+ | No log | 1.7 | 34 | 1.1207 | 0.0919 | 1.1207 | 1.0586 |
69
+ | No log | 1.8 | 36 | 1.0188 | 0.1007 | 1.0188 | 1.0094 |
70
+ | No log | 1.9 | 38 | 1.0429 | 0.2758 | 1.0429 | 1.0212 |
71
+ | No log | 2.0 | 40 | 1.1267 | 0.2754 | 1.1267 | 1.0615 |
72
+ | No log | 2.1 | 42 | 1.0153 | 0.3370 | 1.0153 | 1.0076 |
73
+ | No log | 2.2 | 44 | 0.8581 | 0.4180 | 0.8581 | 0.9264 |
74
+ | No log | 2.3 | 46 | 0.7994 | 0.4675 | 0.7994 | 0.8941 |
75
+ | No log | 2.4 | 48 | 0.8162 | 0.4124 | 0.8162 | 0.9034 |
76
+ | No log | 2.5 | 50 | 0.8315 | 0.3896 | 0.8315 | 0.9118 |
77
+ | No log | 2.6 | 52 | 0.7663 | 0.4161 | 0.7663 | 0.8754 |
78
+ | No log | 2.7 | 54 | 0.7335 | 0.5221 | 0.7335 | 0.8565 |
79
+ | No log | 2.8 | 56 | 0.8877 | 0.5137 | 0.8877 | 0.9422 |
80
+ | No log | 2.9 | 58 | 1.0160 | 0.4449 | 1.0160 | 1.0080 |
81
+ | No log | 3.0 | 60 | 0.9805 | 0.4373 | 0.9805 | 0.9902 |
82
+ | No log | 3.1 | 62 | 0.7977 | 0.5137 | 0.7977 | 0.8931 |
83
+ | No log | 3.2 | 64 | 0.6929 | 0.6241 | 0.6929 | 0.8324 |
84
+ | No log | 3.3 | 66 | 0.7085 | 0.5657 | 0.7085 | 0.8417 |
85
+ | No log | 3.4 | 68 | 0.8016 | 0.5888 | 0.8016 | 0.8953 |
86
+ | No log | 3.5 | 70 | 0.7397 | 0.5699 | 0.7397 | 0.8600 |
87
+ | No log | 3.6 | 72 | 0.7254 | 0.5567 | 0.7254 | 0.8517 |
88
+ | No log | 3.7 | 74 | 0.7104 | 0.5975 | 0.7104 | 0.8428 |
89
+ | No log | 3.8 | 76 | 0.7589 | 0.5679 | 0.7589 | 0.8712 |
90
+ | No log | 3.9 | 78 | 0.8777 | 0.54 | 0.8777 | 0.9369 |
91
+ | No log | 4.0 | 80 | 0.8536 | 0.5745 | 0.8536 | 0.9239 |
92
+ | No log | 4.1 | 82 | 0.7310 | 0.5679 | 0.7310 | 0.8550 |
93
+ | No log | 4.2 | 84 | 0.6623 | 0.5787 | 0.6623 | 0.8138 |
94
+ | No log | 4.3 | 86 | 0.6488 | 0.5787 | 0.6488 | 0.8055 |
95
+ | No log | 4.4 | 88 | 0.6538 | 0.5679 | 0.6538 | 0.8086 |
96
+ | No log | 4.5 | 90 | 0.6744 | 0.5668 | 0.6744 | 0.8212 |
97
+ | No log | 4.6 | 92 | 0.6773 | 0.5566 | 0.6773 | 0.8230 |
98
+ | No log | 4.7 | 94 | 0.6598 | 0.5877 | 0.6598 | 0.8123 |
99
+ | No log | 4.8 | 96 | 0.7016 | 0.5637 | 0.7016 | 0.8376 |
100
+ | No log | 4.9 | 98 | 0.7503 | 0.5355 | 0.7503 | 0.8662 |
101
+ | No log | 5.0 | 100 | 0.7854 | 0.5943 | 0.7854 | 0.8862 |
102
+ | No log | 5.1 | 102 | 0.6901 | 0.5699 | 0.6901 | 0.8307 |
103
+ | No log | 5.2 | 104 | 0.6705 | 0.5905 | 0.6705 | 0.8188 |
104
+ | No log | 5.3 | 106 | 0.6720 | 0.5909 | 0.6720 | 0.8198 |
105
+ | No log | 5.4 | 108 | 0.6789 | 0.5959 | 0.6789 | 0.8240 |
106
+ | No log | 5.5 | 110 | 0.6995 | 0.5621 | 0.6995 | 0.8363 |
107
+ | No log | 5.6 | 112 | 0.8016 | 0.6199 | 0.8016 | 0.8953 |
108
+ | No log | 5.7 | 114 | 0.9255 | 0.5072 | 0.9255 | 0.9620 |
109
+ | No log | 5.8 | 116 | 0.9529 | 0.5261 | 0.9529 | 0.9762 |
110
+ | No log | 5.9 | 118 | 0.8056 | 0.5355 | 0.8056 | 0.8976 |
111
+ | No log | 6.0 | 120 | 0.6885 | 0.5133 | 0.6885 | 0.8298 |
112
+ | No log | 6.1 | 122 | 0.6765 | 0.5133 | 0.6765 | 0.8225 |
113
+ | No log | 6.2 | 124 | 0.6759 | 0.5505 | 0.6759 | 0.8221 |
114
+ | No log | 6.3 | 126 | 0.6789 | 0.5998 | 0.6789 | 0.8240 |
115
+ | No log | 6.4 | 128 | 0.6895 | 0.5973 | 0.6895 | 0.8303 |
116
+ | No log | 6.5 | 130 | 0.6249 | 0.6335 | 0.6249 | 0.7905 |
117
+ | No log | 6.6 | 132 | 0.6378 | 0.6134 | 0.6378 | 0.7986 |
118
+ | No log | 6.7 | 134 | 0.6384 | 0.6134 | 0.6384 | 0.7990 |
119
+ | No log | 6.8 | 136 | 0.6356 | 0.6119 | 0.6356 | 0.7972 |
120
+ | No log | 6.9 | 138 | 0.7166 | 0.6217 | 0.7166 | 0.8465 |
121
+ | No log | 7.0 | 140 | 0.7738 | 0.6088 | 0.7738 | 0.8797 |
122
+ | No log | 7.1 | 142 | 0.6923 | 0.5993 | 0.6923 | 0.8321 |
123
+ | No log | 7.2 | 144 | 0.6739 | 0.6177 | 0.6739 | 0.8209 |
124
+ | No log | 7.3 | 146 | 0.6848 | 0.5796 | 0.6848 | 0.8275 |
125
+ | No log | 7.4 | 148 | 0.6765 | 0.6066 | 0.6765 | 0.8225 |
126
+ | No log | 7.5 | 150 | 0.6876 | 0.6315 | 0.6876 | 0.8292 |
127
+ | No log | 7.6 | 152 | 0.7155 | 0.5822 | 0.7155 | 0.8459 |
128
+ | No log | 7.7 | 154 | 0.7131 | 0.6199 | 0.7131 | 0.8445 |
129
+ | No log | 7.8 | 156 | 0.7177 | 0.5666 | 0.7177 | 0.8472 |
130
+ | No log | 7.9 | 158 | 0.7047 | 0.5666 | 0.7047 | 0.8395 |
131
+ | No log | 8.0 | 160 | 0.6962 | 0.5223 | 0.6962 | 0.8344 |
132
+ | No log | 8.1 | 162 | 0.6904 | 0.5752 | 0.6904 | 0.8309 |
133
+ | No log | 8.2 | 164 | 0.6844 | 0.5990 | 0.6844 | 0.8273 |
134
+ | No log | 8.3 | 166 | 0.6901 | 0.6018 | 0.6901 | 0.8307 |
135
+ | No log | 8.4 | 168 | 0.6587 | 0.5990 | 0.6587 | 0.8116 |
136
+ | No log | 8.5 | 170 | 0.6573 | 0.5366 | 0.6573 | 0.8107 |
137
+ | No log | 8.6 | 172 | 0.6563 | 0.5969 | 0.6563 | 0.8101 |
138
+ | No log | 8.7 | 174 | 0.7218 | 0.5912 | 0.7218 | 0.8496 |
139
+ | No log | 8.8 | 176 | 0.7224 | 0.5938 | 0.7224 | 0.8499 |
140
+ | No log | 8.9 | 178 | 0.6739 | 0.5558 | 0.6739 | 0.8209 |
141
+ | No log | 9.0 | 180 | 0.6672 | 0.5485 | 0.6672 | 0.8168 |
142
+ | No log | 9.1 | 182 | 0.6849 | 0.6003 | 0.6849 | 0.8276 |
143
+ | No log | 9.2 | 184 | 0.6899 | 0.6199 | 0.6899 | 0.8306 |
144
+ | No log | 9.3 | 186 | 0.6567 | 0.5866 | 0.6567 | 0.8104 |
145
+ | No log | 9.4 | 188 | 0.6334 | 0.6085 | 0.6334 | 0.7959 |
146
+ | No log | 9.5 | 190 | 0.6110 | 0.6374 | 0.6110 | 0.7816 |
147
+ | No log | 9.6 | 192 | 0.6263 | 0.7082 | 0.6263 | 0.7914 |
148
+ | No log | 9.7 | 194 | 0.7263 | 0.6916 | 0.7263 | 0.8522 |
149
+ | No log | 9.8 | 196 | 0.7384 | 0.6689 | 0.7384 | 0.8593 |
150
+ | No log | 9.9 | 198 | 0.6124 | 0.6758 | 0.6124 | 0.7826 |
151
+ | No log | 10.0 | 200 | 0.6026 | 0.6426 | 0.6026 | 0.7763 |
152
+ | No log | 10.1 | 202 | 0.6273 | 0.5650 | 0.6273 | 0.7920 |
153
+ | No log | 10.2 | 204 | 0.6420 | 0.5725 | 0.6420 | 0.8012 |
154
+ | No log | 10.3 | 206 | 0.6637 | 0.6025 | 0.6637 | 0.8147 |
155
+ | No log | 10.4 | 208 | 0.6864 | 0.6510 | 0.6864 | 0.8285 |
156
+ | No log | 10.5 | 210 | 0.7136 | 0.5909 | 0.7136 | 0.8448 |
157
+ | No log | 10.6 | 212 | 0.6974 | 0.5993 | 0.6974 | 0.8351 |
158
+ | No log | 10.7 | 214 | 0.6745 | 0.6482 | 0.6745 | 0.8213 |
159
+ | No log | 10.8 | 216 | 0.6826 | 0.6623 | 0.6826 | 0.8262 |
160
+ | No log | 10.9 | 218 | 0.6821 | 0.6102 | 0.6821 | 0.8259 |
161
+ | No log | 11.0 | 220 | 0.6751 | 0.6315 | 0.6751 | 0.8217 |
162
+ | No log | 11.1 | 222 | 0.7736 | 0.5666 | 0.7736 | 0.8795 |
163
+ | No log | 11.2 | 224 | 0.8212 | 0.6181 | 0.8212 | 0.9062 |
164
+ | No log | 11.3 | 226 | 0.6826 | 0.6099 | 0.6826 | 0.8262 |
165
+ | No log | 11.4 | 228 | 0.6156 | 0.5853 | 0.6156 | 0.7846 |
166
+ | No log | 11.5 | 230 | 0.6218 | 0.5736 | 0.6218 | 0.7885 |
167
+ | No log | 11.6 | 232 | 0.6343 | 0.5844 | 0.6343 | 0.7964 |
168
+ | No log | 11.7 | 234 | 0.6798 | 0.5833 | 0.6798 | 0.8245 |
169
+ | No log | 11.8 | 236 | 0.6735 | 0.5642 | 0.6735 | 0.8207 |
170
+ | No log | 11.9 | 238 | 0.6644 | 0.5121 | 0.6644 | 0.8151 |
171
+ | No log | 12.0 | 240 | 0.6624 | 0.5121 | 0.6624 | 0.8139 |
172
+ | No log | 12.1 | 242 | 0.6526 | 0.5121 | 0.6526 | 0.8079 |
173
+ | No log | 12.2 | 244 | 0.6288 | 0.5010 | 0.6288 | 0.7929 |
174
+ | No log | 12.3 | 246 | 0.6276 | 0.5626 | 0.6276 | 0.7922 |
175
+ | No log | 12.4 | 248 | 0.6551 | 0.6042 | 0.6551 | 0.8094 |
176
+ | No log | 12.5 | 250 | 0.6862 | 0.6410 | 0.6862 | 0.8284 |
177
+ | No log | 12.6 | 252 | 0.6559 | 0.6343 | 0.6559 | 0.8098 |
178
+ | No log | 12.7 | 254 | 0.6072 | 0.6003 | 0.6072 | 0.7792 |
179
+ | No log | 12.8 | 256 | 0.6068 | 0.6315 | 0.6068 | 0.7790 |
180
+ | No log | 12.9 | 258 | 0.6263 | 0.6167 | 0.6263 | 0.7914 |
181
+ | No log | 13.0 | 260 | 0.6823 | 0.6240 | 0.6823 | 0.8260 |
182
+ | No log | 13.1 | 262 | 0.6730 | 0.6240 | 0.6730 | 0.8203 |
183
+ | No log | 13.2 | 264 | 0.6315 | 0.6054 | 0.6315 | 0.7946 |
184
+ | No log | 13.3 | 266 | 0.6268 | 0.6065 | 0.6268 | 0.7917 |
185
+ | No log | 13.4 | 268 | 0.6415 | 0.6003 | 0.6415 | 0.8009 |
186
+ | No log | 13.5 | 270 | 0.6874 | 0.6240 | 0.6874 | 0.8291 |
187
+ | No log | 13.6 | 272 | 0.6883 | 0.6240 | 0.6883 | 0.8296 |
188
+ | No log | 13.7 | 274 | 0.6622 | 0.6082 | 0.6622 | 0.8137 |
189
+ | No log | 13.8 | 276 | 0.7127 | 0.6272 | 0.7127 | 0.8442 |
190
+ | No log | 13.9 | 278 | 0.8042 | 0.5463 | 0.8042 | 0.8968 |
191
+ | No log | 14.0 | 280 | 0.7600 | 0.6210 | 0.7600 | 0.8718 |
192
+ | No log | 14.1 | 282 | 0.6932 | 0.6051 | 0.6932 | 0.8326 |
193
+ | No log | 14.2 | 284 | 0.6689 | 0.5798 | 0.6689 | 0.8178 |
194
+ | No log | 14.3 | 286 | 0.6550 | 0.5869 | 0.6550 | 0.8093 |
195
+ | No log | 14.4 | 288 | 0.6399 | 0.5880 | 0.6399 | 0.7999 |
196
+ | No log | 14.5 | 290 | 0.6440 | 0.5855 | 0.6440 | 0.8025 |
197
+ | No log | 14.6 | 292 | 0.6674 | 0.5948 | 0.6674 | 0.8170 |
198
+ | No log | 14.7 | 294 | 0.6767 | 0.5948 | 0.6767 | 0.8226 |
199
+ | No log | 14.8 | 296 | 0.6531 | 0.5121 | 0.6531 | 0.8081 |
200
+ | No log | 14.9 | 298 | 0.6616 | 0.5040 | 0.6616 | 0.8134 |
201
+ | No log | 15.0 | 300 | 0.6817 | 0.4995 | 0.6817 | 0.8257 |
202
+ | No log | 15.1 | 302 | 0.6860 | 0.5107 | 0.6860 | 0.8282 |
203
+ | No log | 15.2 | 304 | 0.6741 | 0.5107 | 0.6741 | 0.8210 |
204
+ | No log | 15.3 | 306 | 0.6877 | 0.5774 | 0.6877 | 0.8293 |
205
+ | No log | 15.4 | 308 | 0.7119 | 0.6178 | 0.7119 | 0.8438 |
206
+ | No log | 15.5 | 310 | 0.6951 | 0.6178 | 0.6951 | 0.8337 |
207
+ | No log | 15.6 | 312 | 0.6331 | 0.5948 | 0.6331 | 0.7957 |
208
+ | No log | 15.7 | 314 | 0.6018 | 0.6259 | 0.6018 | 0.7758 |
209
+ | No log | 15.8 | 316 | 0.5973 | 0.6067 | 0.5973 | 0.7729 |
210
+ | No log | 15.9 | 318 | 0.6041 | 0.6003 | 0.6041 | 0.7772 |
211
+ | No log | 16.0 | 320 | 0.6477 | 0.6178 | 0.6477 | 0.8048 |
212
+ | No log | 16.1 | 322 | 0.6337 | 0.6272 | 0.6337 | 0.7961 |
213
+ | No log | 16.2 | 324 | 0.6188 | 0.5688 | 0.6188 | 0.7867 |
214
+ | No log | 16.3 | 326 | 0.6450 | 0.6272 | 0.6450 | 0.8031 |
215
+ | No log | 16.4 | 328 | 0.6324 | 0.6272 | 0.6324 | 0.7952 |
216
+ | No log | 16.5 | 330 | 0.6184 | 0.6249 | 0.6184 | 0.7864 |
217
+ | No log | 16.6 | 332 | 0.6046 | 0.6291 | 0.6046 | 0.7776 |
218
+ | No log | 16.7 | 334 | 0.6483 | 0.6272 | 0.6483 | 0.8052 |
219
+ | No log | 16.8 | 336 | 0.7535 | 0.6151 | 0.7535 | 0.8680 |
220
+ | No log | 16.9 | 338 | 0.7135 | 0.6151 | 0.7135 | 0.8447 |
221
+ | No log | 17.0 | 340 | 0.6122 | 0.6038 | 0.6122 | 0.7824 |
222
+ | No log | 17.1 | 342 | 0.6377 | 0.5804 | 0.6377 | 0.7985 |
223
+ | No log | 17.2 | 344 | 0.6368 | 0.5795 | 0.6368 | 0.7980 |
224
+ | No log | 17.3 | 346 | 0.6268 | 0.5990 | 0.6268 | 0.7917 |
225
+ | No log | 17.4 | 348 | 0.7150 | 0.6179 | 0.7150 | 0.8456 |
226
+ | No log | 17.5 | 350 | 0.8384 | 0.6181 | 0.8384 | 0.9156 |
227
+ | No log | 17.6 | 352 | 0.7413 | 0.6313 | 0.7413 | 0.8610 |
228
+ | No log | 17.7 | 354 | 0.6332 | 0.5866 | 0.6332 | 0.7957 |
229
+ | No log | 17.8 | 356 | 0.6234 | 0.6048 | 0.6234 | 0.7896 |
230
+ | No log | 17.9 | 358 | 0.6271 | 0.5752 | 0.6271 | 0.7919 |
231
+ | No log | 18.0 | 360 | 0.6819 | 0.6287 | 0.6819 | 0.8258 |
232
+ | No log | 18.1 | 362 | 0.6523 | 0.6109 | 0.6523 | 0.8076 |
233
+ | No log | 18.2 | 364 | 0.5992 | 0.6065 | 0.5992 | 0.7741 |
234
+ | No log | 18.3 | 366 | 0.6064 | 0.5399 | 0.6064 | 0.7787 |
235
+ | No log | 18.4 | 368 | 0.6000 | 0.6065 | 0.6000 | 0.7746 |
236
+ | No log | 18.5 | 370 | 0.6263 | 0.6137 | 0.6263 | 0.7914 |
237
+ | No log | 18.6 | 372 | 0.7050 | 0.6420 | 0.7050 | 0.8396 |
238
+ | No log | 18.7 | 374 | 0.6846 | 0.6240 | 0.6846 | 0.8274 |
239
+ | No log | 18.8 | 376 | 0.6631 | 0.6137 | 0.6631 | 0.8143 |
240
+ | No log | 18.9 | 378 | 0.6523 | 0.6137 | 0.6523 | 0.8077 |
241
+ | No log | 19.0 | 380 | 0.6213 | 0.5797 | 0.6213 | 0.7882 |
242
+ | No log | 19.1 | 382 | 0.6267 | 0.5809 | 0.6267 | 0.7917 |
243
+ | No log | 19.2 | 384 | 0.6425 | 0.5192 | 0.6425 | 0.8015 |
244
+ | No log | 19.3 | 386 | 0.6361 | 0.5261 | 0.6361 | 0.7976 |
245
+ | No log | 19.4 | 388 | 0.6637 | 0.6109 | 0.6637 | 0.8147 |
246
+ | No log | 19.5 | 390 | 0.6968 | 0.5799 | 0.6968 | 0.8348 |
247
+ | No log | 19.6 | 392 | 0.6649 | 0.6109 | 0.6649 | 0.8154 |
248
+ | No log | 19.7 | 394 | 0.6208 | 0.5785 | 0.6208 | 0.7879 |
249
+ | No log | 19.8 | 396 | 0.6188 | 0.5575 | 0.6188 | 0.7866 |
250
+ | No log | 19.9 | 398 | 0.6227 | 0.5796 | 0.6227 | 0.7891 |
251
+ | No log | 20.0 | 400 | 0.6216 | 0.5785 | 0.6216 | 0.7884 |
252
+ | No log | 20.1 | 402 | 0.6470 | 0.6167 | 0.6470 | 0.8044 |
253
+ | No log | 20.2 | 404 | 0.6527 | 0.6167 | 0.6527 | 0.8079 |
254
+ | No log | 20.3 | 406 | 0.6418 | 0.6199 | 0.6418 | 0.8012 |
255
+ | No log | 20.4 | 408 | 0.6497 | 0.6272 | 0.6497 | 0.8060 |
256
+ | No log | 20.5 | 410 | 0.6475 | 0.6240 | 0.6475 | 0.8047 |
257
+ | No log | 20.6 | 412 | 0.6539 | 0.6169 | 0.6539 | 0.8087 |
258
+ | No log | 20.7 | 414 | 0.6515 | 0.6512 | 0.6515 | 0.8071 |
259
+ | No log | 20.8 | 416 | 0.6578 | 0.6512 | 0.6578 | 0.8110 |
260
+ | No log | 20.9 | 418 | 0.6274 | 0.6374 | 0.6274 | 0.7921 |
261
+ | No log | 21.0 | 420 | 0.6270 | 0.6012 | 0.6270 | 0.7918 |
262
+ | No log | 21.1 | 422 | 0.6331 | 0.5855 | 0.6331 | 0.7957 |
263
+ | No log | 21.2 | 424 | 0.6540 | 0.6240 | 0.6540 | 0.8087 |
264
+ | No log | 21.3 | 426 | 0.7182 | 0.6071 | 0.7182 | 0.8475 |
265
+ | No log | 21.4 | 428 | 0.7017 | 0.6209 | 0.7017 | 0.8377 |
266
+ | No log | 21.5 | 430 | 0.6413 | 0.6240 | 0.6413 | 0.8008 |
267
+ | No log | 21.6 | 432 | 0.6104 | 0.6122 | 0.6104 | 0.7813 |
268
+ | No log | 21.7 | 434 | 0.6015 | 0.6664 | 0.6015 | 0.7755 |
269
+ | No log | 21.8 | 436 | 0.6051 | 0.6538 | 0.6051 | 0.7779 |
270
+ | No log | 21.9 | 438 | 0.6683 | 0.5948 | 0.6683 | 0.8175 |
271
+ | No log | 22.0 | 440 | 0.6920 | 0.6292 | 0.6920 | 0.8319 |
272
+ | No log | 22.1 | 442 | 0.6191 | 0.6296 | 0.6191 | 0.7868 |
273
+ | No log | 22.2 | 444 | 0.5801 | 0.6712 | 0.5801 | 0.7616 |
274
+ | No log | 22.3 | 446 | 0.5912 | 0.6215 | 0.5912 | 0.7689 |
275
+ | No log | 22.4 | 448 | 0.5838 | 0.6500 | 0.5838 | 0.7641 |
276
+ | No log | 22.5 | 450 | 0.6105 | 0.6352 | 0.6105 | 0.7813 |
277
+ | No log | 22.6 | 452 | 0.6863 | 0.6353 | 0.6863 | 0.8285 |
278
+ | No log | 22.7 | 454 | 0.6729 | 0.5998 | 0.6729 | 0.8203 |
279
+ | No log | 22.8 | 456 | 0.6179 | 0.6199 | 0.6179 | 0.7860 |
280
+ | No log | 22.9 | 458 | 0.6091 | 0.6539 | 0.6091 | 0.7805 |
281
+ | No log | 23.0 | 460 | 0.6083 | 0.6054 | 0.6083 | 0.7800 |
282
+ | No log | 23.1 | 462 | 0.6178 | 0.6165 | 0.6178 | 0.7860 |
283
+ | No log | 23.2 | 464 | 0.6457 | 0.5751 | 0.6457 | 0.8035 |
284
+ | No log | 23.3 | 466 | 0.6503 | 0.5729 | 0.6503 | 0.8064 |
285
+ | No log | 23.4 | 468 | 0.6489 | 0.5729 | 0.6489 | 0.8055 |
286
+ | No log | 23.5 | 470 | 0.6376 | 0.6118 | 0.6376 | 0.7985 |
287
+ | No log | 23.6 | 472 | 0.6250 | 0.6275 | 0.6250 | 0.7906 |
288
+ | No log | 23.7 | 474 | 0.6246 | 0.6297 | 0.6246 | 0.7903 |
289
+ | No log | 23.8 | 476 | 0.6510 | 0.5923 | 0.6510 | 0.8069 |
290
+ | No log | 23.9 | 478 | 0.6643 | 0.5718 | 0.6643 | 0.8151 |
291
+ | No log | 24.0 | 480 | 0.6768 | 0.5740 | 0.6768 | 0.8227 |
292
+ | No log | 24.1 | 482 | 0.6735 | 0.5572 | 0.6735 | 0.8207 |
293
+ | No log | 24.2 | 484 | 0.6568 | 0.5002 | 0.6568 | 0.8104 |
294
+ | No log | 24.3 | 486 | 0.6541 | 0.4947 | 0.6541 | 0.8088 |
295
+ | No log | 24.4 | 488 | 0.6376 | 0.5399 | 0.6376 | 0.7985 |
296
+ | No log | 24.5 | 490 | 0.6481 | 0.5869 | 0.6481 | 0.8051 |
297
+ | No log | 24.6 | 492 | 0.7255 | 0.6054 | 0.7255 | 0.8518 |
298
+ | No log | 24.7 | 494 | 0.7211 | 0.6179 | 0.7211 | 0.8492 |
299
+ | No log | 24.8 | 496 | 0.6834 | 0.5948 | 0.6834 | 0.8267 |
300
+ | No log | 24.9 | 498 | 0.6691 | 0.5688 | 0.6691 | 0.8180 |
301
+ | 0.2831 | 25.0 | 500 | 0.6886 | 0.5710 | 0.6886 | 0.8298 |
302
+ | 0.2831 | 25.1 | 502 | 0.7463 | 0.6157 | 0.7463 | 0.8639 |
303
+ | 0.2831 | 25.2 | 504 | 0.7844 | 0.5343 | 0.7844 | 0.8857 |
304
+ | 0.2831 | 25.3 | 506 | 0.7301 | 0.5998 | 0.7301 | 0.8545 |
305
+ | 0.2831 | 25.4 | 508 | 0.6376 | 0.6396 | 0.6376 | 0.7985 |
306
+ | 0.2831 | 25.5 | 510 | 0.6235 | 0.6325 | 0.6235 | 0.7896 |
307
+ | 0.2831 | 25.6 | 512 | 0.6263 | 0.5816 | 0.6263 | 0.7914 |
308
+ | 0.2831 | 25.7 | 514 | 0.6060 | 0.6614 | 0.6060 | 0.7785 |
309
+ | 0.2831 | 25.8 | 516 | 0.6167 | 0.6656 | 0.6167 | 0.7853 |
310
+ | 0.2831 | 25.9 | 518 | 0.6408 | 0.6008 | 0.6408 | 0.8005 |
311
+ | 0.2831 | 26.0 | 520 | 0.6374 | 0.6063 | 0.6374 | 0.7984 |
312
+ | 0.2831 | 26.1 | 522 | 0.6701 | 0.5964 | 0.6701 | 0.8186 |
313
+ | 0.2831 | 26.2 | 524 | 0.7011 | 0.5846 | 0.7011 | 0.8373 |
314
+ | 0.2831 | 26.3 | 526 | 0.6876 | 0.5872 | 0.6876 | 0.8292 |
315
+ | 0.2831 | 26.4 | 528 | 0.6403 | 0.5710 | 0.6403 | 0.8002 |
316
+ | 0.2831 | 26.5 | 530 | 0.6161 | 0.6073 | 0.6161 | 0.7849 |
317
+ | 0.2831 | 26.6 | 532 | 0.6100 | 0.6073 | 0.6100 | 0.7810 |
318
+ | 0.2831 | 26.7 | 534 | 0.6291 | 0.6199 | 0.6291 | 0.7932 |
319
+ | 0.2831 | 26.8 | 536 | 0.7331 | 0.5888 | 0.7331 | 0.8562 |
320
+ | 0.2831 | 26.9 | 538 | 0.8125 | 0.5790 | 0.8125 | 0.9014 |
321
+ | 0.2831 | 27.0 | 540 | 0.7696 | 0.6105 | 0.7696 | 0.8772 |
322
+ | 0.2831 | 27.1 | 542 | 0.6616 | 0.6109 | 0.6616 | 0.8134 |
323
+ | 0.2831 | 27.2 | 544 | 0.6032 | 0.6508 | 0.6032 | 0.7767 |
324
+ | 0.2831 | 27.3 | 546 | 0.5933 | 0.5833 | 0.5933 | 0.7703 |
325
+ | 0.2831 | 27.4 | 548 | 0.5929 | 0.6597 | 0.5929 | 0.7700 |
326
+ | 0.2831 | 27.5 | 550 | 0.6155 | 0.6063 | 0.6155 | 0.7845 |
327
+ | 0.2831 | 27.6 | 552 | 0.6658 | 0.5998 | 0.6658 | 0.8159 |
328
+ | 0.2831 | 27.7 | 554 | 0.7242 | 0.5666 | 0.7242 | 0.8510 |
329
+ | 0.2831 | 27.8 | 556 | 0.6987 | 0.5998 | 0.6987 | 0.8359 |
330
+ | 0.2831 | 27.9 | 558 | 0.6301 | 0.6352 | 0.6301 | 0.7938 |
331
+ | 0.2831 | 28.0 | 560 | 0.6084 | 0.6063 | 0.6084 | 0.7800 |
332
+ | 0.2831 | 28.1 | 562 | 0.6057 | 0.6187 | 0.6057 | 0.7783 |
333
+ | 0.2831 | 28.2 | 564 | 0.6362 | 0.6352 | 0.6362 | 0.7976 |
334
+ | 0.2831 | 28.3 | 566 | 0.6839 | 0.5998 | 0.6839 | 0.8270 |
335
+ | 0.2831 | 28.4 | 568 | 0.6724 | 0.5846 | 0.6724 | 0.8200 |
336
+ | 0.2831 | 28.5 | 570 | 0.6439 | 0.5359 | 0.6439 | 0.8024 |
337
+ | 0.2831 | 28.6 | 572 | 0.6402 | 0.5359 | 0.6402 | 0.8001 |
338
+ | 0.2831 | 28.7 | 574 | 0.6537 | 0.5763 | 0.6537 | 0.8085 |
339
+ | 0.2831 | 28.8 | 576 | 0.6966 | 0.5799 | 0.6966 | 0.8346 |
340
+ | 0.2831 | 28.9 | 578 | 0.6925 | 0.5799 | 0.6925 | 0.8321 |
341
+ | 0.2831 | 29.0 | 580 | 0.6633 | 0.5634 | 0.6633 | 0.8144 |
342
+ | 0.2831 | 29.1 | 582 | 0.6462 | 0.5565 | 0.6462 | 0.8039 |
343
+ | 0.2831 | 29.2 | 584 | 0.6462 | 0.5565 | 0.6462 | 0.8039 |
344
+ | 0.2831 | 29.3 | 586 | 0.6527 | 0.6157 | 0.6527 | 0.8079 |
345
+ | 0.2831 | 29.4 | 588 | 0.6612 | 0.6042 | 0.6612 | 0.8131 |
346
+ | 0.2831 | 29.5 | 590 | 0.6939 | 0.5799 | 0.6939 | 0.8330 |
347
+ | 0.2831 | 29.6 | 592 | 0.7139 | 0.5799 | 0.7139 | 0.8449 |
348
+ | 0.2831 | 29.7 | 594 | 0.6698 | 0.6042 | 0.6698 | 0.8184 |
349
+ | 0.2831 | 29.8 | 596 | 0.6096 | 0.5763 | 0.6096 | 0.7808 |
350
+ | 0.2831 | 29.9 | 598 | 0.6079 | 0.5498 | 0.6079 | 0.7797 |
351
+ | 0.2831 | 30.0 | 600 | 0.6250 | 0.5622 | 0.6250 | 0.7906 |
352
+ | 0.2831 | 30.1 | 602 | 0.6454 | 0.5017 | 0.6454 | 0.8034 |
353
+ | 0.2831 | 30.2 | 604 | 0.6695 | 0.5103 | 0.6695 | 0.8182 |
354
+ | 0.2831 | 30.3 | 606 | 0.7016 | 0.5799 | 0.7016 | 0.8376 |
355
+ | 0.2831 | 30.4 | 608 | 0.7139 | 0.5835 | 0.7139 | 0.8449 |
356
+ | 0.2831 | 30.5 | 610 | 0.6893 | 0.5898 | 0.6893 | 0.8302 |
357
+ | 0.2831 | 30.6 | 612 | 0.6372 | 0.5572 | 0.6372 | 0.7983 |
358
+ | 0.2831 | 30.7 | 614 | 0.6226 | 0.5402 | 0.6226 | 0.7890 |
359
+ | 0.2831 | 30.8 | 616 | 0.6146 | 0.5402 | 0.6146 | 0.7840 |
360
+ | 0.2831 | 30.9 | 618 | 0.6040 | 0.5735 | 0.6040 | 0.7772 |
361
+ | 0.2831 | 31.0 | 620 | 0.6165 | 0.5925 | 0.6165 | 0.7852 |
362
+ | 0.2831 | 31.1 | 622 | 0.6606 | 0.6042 | 0.6606 | 0.8127 |
363
+ | 0.2831 | 31.2 | 624 | 0.7125 | 0.5854 | 0.7125 | 0.8441 |
364
+ | 0.2831 | 31.3 | 626 | 0.7009 | 0.6151 | 0.7009 | 0.8372 |
365
+ | 0.2831 | 31.4 | 628 | 0.6319 | 0.6179 | 0.6319 | 0.7949 |
366
+ | 0.2831 | 31.5 | 630 | 0.5899 | 0.6249 | 0.5899 | 0.7680 |
367
+ | 0.2831 | 31.6 | 632 | 0.5780 | 0.6345 | 0.5780 | 0.7603 |
368
+ | 0.2831 | 31.7 | 634 | 0.5875 | 0.6380 | 0.5875 | 0.7665 |
369
+ | 0.2831 | 31.8 | 636 | 0.6064 | 0.5786 | 0.6064 | 0.7787 |
370
+ | 0.2831 | 31.9 | 638 | 0.6466 | 0.6053 | 0.6466 | 0.8041 |
371
+ | 0.2831 | 32.0 | 640 | 0.6704 | 0.6053 | 0.6704 | 0.8188 |
372
+ | 0.2831 | 32.1 | 642 | 0.7048 | 0.5864 | 0.7048 | 0.8395 |
373
+ | 0.2831 | 32.2 | 644 | 0.6800 | 0.6240 | 0.6800 | 0.8246 |
374
+ | 0.2831 | 32.3 | 646 | 0.6508 | 0.6167 | 0.6508 | 0.8067 |
375
+ | 0.2831 | 32.4 | 648 | 0.6467 | 0.6167 | 0.6467 | 0.8042 |
376
+ | 0.2831 | 32.5 | 650 | 0.6402 | 0.6352 | 0.6402 | 0.8001 |
377
+ | 0.2831 | 32.6 | 652 | 0.6343 | 0.6063 | 0.6343 | 0.7964 |
378
+ | 0.2831 | 32.7 | 654 | 0.6271 | 0.5786 | 0.6271 | 0.7919 |
379
+ | 0.2831 | 32.8 | 656 | 0.6202 | 0.5700 | 0.6202 | 0.7875 |
380
+ | 0.2831 | 32.9 | 658 | 0.6300 | 0.5810 | 0.6300 | 0.7937 |
381
+ | 0.2831 | 33.0 | 660 | 0.6666 | 0.6231 | 0.6666 | 0.8165 |
382
+ | 0.2831 | 33.1 | 662 | 0.7240 | 0.5777 | 0.7240 | 0.8509 |
383
+ | 0.2831 | 33.2 | 664 | 0.7307 | 0.5777 | 0.7307 | 0.8548 |
384
+ | 0.2831 | 33.3 | 666 | 0.6962 | 0.5810 | 0.6962 | 0.8344 |
385
+ | 0.2831 | 33.4 | 668 | 0.6395 | 0.5810 | 0.6395 | 0.7997 |
386
+ | 0.2831 | 33.5 | 670 | 0.6233 | 0.5261 | 0.6233 | 0.7895 |
387
+ | 0.2831 | 33.6 | 672 | 0.6233 | 0.5373 | 0.6233 | 0.7895 |
388
+ | 0.2831 | 33.7 | 674 | 0.6206 | 0.5247 | 0.6206 | 0.7878 |
389
+ | 0.2831 | 33.8 | 676 | 0.6322 | 0.5810 | 0.6322 | 0.7951 |
390
+ | 0.2831 | 33.9 | 678 | 0.6600 | 0.6199 | 0.6600 | 0.8124 |
391
+ | 0.2831 | 34.0 | 680 | 0.7258 | 0.5777 | 0.7258 | 0.8519 |
392
+ | 0.2831 | 34.1 | 682 | 0.7254 | 0.5888 | 0.7254 | 0.8517 |
393
+ | 0.2831 | 34.2 | 684 | 0.6821 | 0.6053 | 0.6821 | 0.8259 |
394
+ | 0.2831 | 34.3 | 686 | 0.6391 | 0.5359 | 0.6391 | 0.7994 |
395
+ | 0.2831 | 34.4 | 688 | 0.6357 | 0.5247 | 0.6357 | 0.7973 |
396
+ | 0.2831 | 34.5 | 690 | 0.6428 | 0.5247 | 0.6428 | 0.8017 |
397
+ | 0.2831 | 34.6 | 692 | 0.6555 | 0.5823 | 0.6555 | 0.8097 |
398
+ | 0.2831 | 34.7 | 694 | 0.6923 | 0.6231 | 0.6923 | 0.8321 |
399
+ | 0.2831 | 34.8 | 696 | 0.7206 | 0.5822 | 0.7206 | 0.8489 |
400
+ | 0.2831 | 34.9 | 698 | 0.7028 | 0.5938 | 0.7028 | 0.8384 |
401
+ | 0.2831 | 35.0 | 700 | 0.6770 | 0.6053 | 0.6770 | 0.8228 |
402
+ | 0.2831 | 35.1 | 702 | 0.6216 | 0.6199 | 0.6216 | 0.7884 |
403
+ | 0.2831 | 35.2 | 704 | 0.5862 | 0.5833 | 0.5862 | 0.7656 |
404
+ | 0.2831 | 35.3 | 706 | 0.5925 | 0.6174 | 0.5925 | 0.7697 |
405
+ | 0.2831 | 35.4 | 708 | 0.5884 | 0.6174 | 0.5884 | 0.7671 |
406
+ | 0.2831 | 35.5 | 710 | 0.5778 | 0.6380 | 0.5778 | 0.7601 |
407
+ | 0.2831 | 35.6 | 712 | 0.5928 | 0.5959 | 0.5928 | 0.7699 |
408
+ | 0.2831 | 35.7 | 714 | 0.6193 | 0.6167 | 0.6193 | 0.7870 |
409
+ | 0.2831 | 35.8 | 716 | 0.6252 | 0.6265 | 0.6252 | 0.7907 |
410
+ | 0.2831 | 35.9 | 718 | 0.6347 | 0.5823 | 0.6347 | 0.7967 |
411
+ | 0.2831 | 36.0 | 720 | 0.6412 | 0.6051 | 0.6412 | 0.8007 |
412
+ | 0.2831 | 36.1 | 722 | 0.6338 | 0.6265 | 0.6338 | 0.7961 |
413
+ | 0.2831 | 36.2 | 724 | 0.6348 | 0.6231 | 0.6348 | 0.7967 |
414
+ | 0.2831 | 36.3 | 726 | 0.6550 | 0.6053 | 0.6550 | 0.8093 |
415
+ | 0.2831 | 36.4 | 728 | 0.6627 | 0.6053 | 0.6627 | 0.8141 |
416
+ | 0.2831 | 36.5 | 730 | 0.6654 | 0.5846 | 0.6654 | 0.8157 |
417
+ | 0.2831 | 36.6 | 732 | 0.6422 | 0.6112 | 0.6422 | 0.8014 |
418
+ | 0.2831 | 36.7 | 734 | 0.6214 | 0.6154 | 0.6214 | 0.7883 |
419
+ | 0.2831 | 36.8 | 736 | 0.6051 | 0.6154 | 0.6051 | 0.7779 |
420
+ | 0.2831 | 36.9 | 738 | 0.5829 | 0.5710 | 0.5829 | 0.7635 |
421
+ | 0.2831 | 37.0 | 740 | 0.5712 | 0.6276 | 0.5712 | 0.7558 |
422
+ | 0.2831 | 37.1 | 742 | 0.5781 | 0.6092 | 0.5781 | 0.7603 |
423
+ | 0.2831 | 37.2 | 744 | 0.5749 | 0.6092 | 0.5749 | 0.7582 |
424
+ | 0.2831 | 37.3 | 746 | 0.5833 | 0.6122 | 0.5833 | 0.7637 |
425
+ | 0.2831 | 37.4 | 748 | 0.6018 | 0.6122 | 0.6018 | 0.7757 |
426
+ | 0.2831 | 37.5 | 750 | 0.6347 | 0.5823 | 0.6347 | 0.7967 |
427
+ | 0.2831 | 37.6 | 752 | 0.6691 | 0.5698 | 0.6691 | 0.8180 |
428
+ | 0.2831 | 37.7 | 754 | 0.6722 | 0.5605 | 0.6722 | 0.8198 |
429
+ | 0.2831 | 37.8 | 756 | 0.6609 | 0.5605 | 0.6609 | 0.8129 |
430
+ | 0.2831 | 37.9 | 758 | 0.6537 | 0.5823 | 0.6537 | 0.8085 |
431
+ | 0.2831 | 38.0 | 760 | 0.6475 | 0.5698 | 0.6475 | 0.8047 |
432
+ | 0.2831 | 38.1 | 762 | 0.6823 | 0.6127 | 0.6823 | 0.8260 |
433
+ | 0.2831 | 38.2 | 764 | 0.7113 | 0.5988 | 0.7113 | 0.8434 |
434
+ | 0.2831 | 38.3 | 766 | 0.7093 | 0.5988 | 0.7093 | 0.8422 |
435
+ | 0.2831 | 38.4 | 768 | 0.6752 | 0.6112 | 0.6752 | 0.8217 |
436
+ | 0.2831 | 38.5 | 770 | 0.6377 | 0.5710 | 0.6377 | 0.7986 |
437
+ | 0.2831 | 38.6 | 772 | 0.6250 | 0.5597 | 0.6250 | 0.7906 |
438
+ | 0.2831 | 38.7 | 774 | 0.6168 | 0.5597 | 0.6168 | 0.7854 |
439
+ | 0.2831 | 38.8 | 776 | 0.6077 | 0.5597 | 0.6077 | 0.7795 |
440
+ | 0.2831 | 38.9 | 778 | 0.6200 | 0.6154 | 0.6200 | 0.7874 |
441
+ | 0.2831 | 39.0 | 780 | 0.6475 | 0.6199 | 0.6475 | 0.8047 |
442
+ | 0.2831 | 39.1 | 782 | 0.6453 | 0.6122 | 0.6453 | 0.8033 |
443
+ | 0.2831 | 39.2 | 784 | 0.6236 | 0.5710 | 0.6236 | 0.7897 |
444
+ | 0.2831 | 39.3 | 786 | 0.6120 | 0.5710 | 0.6120 | 0.7823 |
445
+ | 0.2831 | 39.4 | 788 | 0.6079 | 0.5710 | 0.6079 | 0.7797 |
446
+ | 0.2831 | 39.5 | 790 | 0.6128 | 0.6092 | 0.6128 | 0.7828 |
447
+ | 0.2831 | 39.6 | 792 | 0.6080 | 0.6063 | 0.6080 | 0.7798 |
448
+ | 0.2831 | 39.7 | 794 | 0.6116 | 0.6063 | 0.6116 | 0.7821 |
449
+ | 0.2831 | 39.8 | 796 | 0.6047 | 0.6092 | 0.6047 | 0.7776 |
450
+ | 0.2831 | 39.9 | 798 | 0.5930 | 0.5577 | 0.5930 | 0.7701 |
451
+ | 0.2831 | 40.0 | 800 | 0.5899 | 0.5597 | 0.5899 | 0.7680 |
452
+ | 0.2831 | 40.1 | 802 | 0.5933 | 0.5597 | 0.5933 | 0.7703 |
453
+ | 0.2831 | 40.2 | 804 | 0.6098 | 0.5688 | 0.6098 | 0.7809 |
454
+ | 0.2831 | 40.3 | 806 | 0.6150 | 0.5688 | 0.6150 | 0.7842 |
455
 
456
 
457
  ### Framework versions