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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k1_task7_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_run3_AugV5_k20_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_run3_AugV5_k20_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: 0.6901
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- - Qwk: 0.4727
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- - Mse: 0.6901
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- - Rmse: 0.8307
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  ## Model description
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@@ -47,274 +47,258 @@ 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 | 0.02 | 2 | 4.2735 | 0.0035 | 4.2735 | 2.0673 |
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- | No log | 0.04 | 4 | 2.5890 | 0.0155 | 2.5890 | 1.6090 |
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- | No log | 0.06 | 6 | 1.4106 | 0.0760 | 1.4106 | 1.1877 |
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- | No log | 0.08 | 8 | 1.1023 | 0.1631 | 1.1023 | 1.0499 |
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- | No log | 0.1 | 10 | 1.3042 | 0.0369 | 1.3042 | 1.1420 |
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- | No log | 0.12 | 12 | 2.2425 | 0.0034 | 2.2425 | 1.4975 |
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- | No log | 0.14 | 14 | 2.5404 | 0.0192 | 2.5404 | 1.5939 |
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- | No log | 0.16 | 16 | 1.9704 | 0.0916 | 1.9704 | 1.4037 |
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- | No log | 0.18 | 18 | 1.2635 | 0.1255 | 1.2635 | 1.1241 |
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- | No log | 0.2 | 20 | 0.9459 | 0.3221 | 0.9459 | 0.9726 |
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- | No log | 0.22 | 22 | 0.9524 | 0.3106 | 0.9524 | 0.9759 |
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- | No log | 0.24 | 24 | 0.9411 | 0.3410 | 0.9411 | 0.9701 |
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- | No log | 0.26 | 26 | 0.9402 | 0.3499 | 0.9402 | 0.9697 |
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- | No log | 0.28 | 28 | 0.9386 | 0.3026 | 0.9386 | 0.9688 |
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- | No log | 0.3 | 30 | 0.9225 | 0.2903 | 0.9225 | 0.9605 |
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- | No log | 0.32 | 32 | 0.8401 | 0.3590 | 0.8401 | 0.9165 |
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- | No log | 0.34 | 34 | 0.8504 | 0.3772 | 0.8504 | 0.9222 |
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- | No log | 0.36 | 36 | 0.8255 | 0.4157 | 0.8255 | 0.9086 |
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- | No log | 0.38 | 38 | 0.6999 | 0.5694 | 0.6999 | 0.8366 |
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- | No log | 0.4 | 40 | 0.6595 | 0.6584 | 0.6595 | 0.8121 |
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- | No log | 0.42 | 42 | 0.6611 | 0.6584 | 0.6611 | 0.8131 |
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- | No log | 0.44 | 44 | 0.6964 | 0.6420 | 0.6964 | 0.8345 |
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- | No log | 0.46 | 46 | 0.6713 | 0.6109 | 0.6713 | 0.8193 |
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- | No log | 0.48 | 48 | 0.6637 | 0.6358 | 0.6637 | 0.8147 |
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- | No log | 0.5 | 50 | 1.1189 | 0.4236 | 1.1189 | 1.0578 |
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- | No log | 0.52 | 52 | 1.2182 | 0.4284 | 1.2182 | 1.1037 |
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- | No log | 0.54 | 54 | 0.8668 | 0.5739 | 0.8668 | 0.9310 |
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- | No log | 0.56 | 56 | 0.6296 | 0.6224 | 0.6296 | 0.7935 |
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- | No log | 0.58 | 58 | 0.6302 | 0.6414 | 0.6302 | 0.7939 |
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- | No log | 0.6 | 60 | 0.7335 | 0.6266 | 0.7335 | 0.8564 |
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- | No log | 0.62 | 62 | 1.3532 | 0.3650 | 1.3532 | 1.1633 |
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- | No log | 0.64 | 64 | 1.6548 | 0.2926 | 1.6548 | 1.2864 |
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- | No log | 0.66 | 66 | 1.2959 | 0.3754 | 1.2959 | 1.1384 |
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- | No log | 0.68 | 68 | 0.7052 | 0.6157 | 0.7052 | 0.8398 |
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- | No log | 0.7 | 70 | 0.7102 | 0.6230 | 0.7102 | 0.8427 |
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- | No log | 0.72 | 72 | 0.7934 | 0.6140 | 0.7934 | 0.8908 |
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- | No log | 0.74 | 74 | 0.6380 | 0.6981 | 0.6380 | 0.7988 |
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- | No log | 0.76 | 76 | 0.6300 | 0.6148 | 0.6300 | 0.7937 |
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- | No log | 0.78 | 78 | 0.6351 | 0.5726 | 0.6351 | 0.7969 |
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- | No log | 0.8 | 80 | 0.6792 | 0.5770 | 0.6792 | 0.8241 |
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- | No log | 0.82 | 82 | 0.7062 | 0.5012 | 0.7062 | 0.8404 |
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- | No log | 0.84 | 84 | 0.6656 | 0.5442 | 0.6656 | 0.8158 |
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- | No log | 0.86 | 86 | 0.6125 | 0.5638 | 0.6125 | 0.7826 |
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- | No log | 0.88 | 88 | 0.6085 | 0.6259 | 0.6085 | 0.7800 |
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- | No log | 0.9 | 90 | 0.6123 | 0.6288 | 0.6123 | 0.7825 |
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- | No log | 0.92 | 92 | 0.6193 | 0.6614 | 0.6193 | 0.7869 |
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- | No log | 0.94 | 94 | 0.6213 | 0.6345 | 0.6213 | 0.7882 |
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- | No log | 0.96 | 96 | 0.6173 | 0.6382 | 0.6173 | 0.7857 |
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- | No log | 0.98 | 98 | 0.6097 | 0.6266 | 0.6097 | 0.7808 |
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- | No log | 1.0 | 100 | 0.6508 | 0.5748 | 0.6508 | 0.8067 |
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- | No log | 1.02 | 102 | 0.7425 | 0.5845 | 0.7425 | 0.8617 |
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- | No log | 1.04 | 104 | 0.8138 | 0.5730 | 0.8138 | 0.9021 |
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- | No log | 1.06 | 106 | 0.7044 | 0.6144 | 0.7044 | 0.8393 |
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- | No log | 1.08 | 108 | 0.5978 | 0.6572 | 0.5978 | 0.7732 |
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- | No log | 1.1 | 110 | 0.6740 | 0.6179 | 0.6740 | 0.8210 |
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- | No log | 1.12 | 112 | 0.6568 | 0.6412 | 0.6568 | 0.8105 |
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- | No log | 1.1400 | 114 | 0.6153 | 0.7049 | 0.6153 | 0.7844 |
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- | No log | 1.16 | 116 | 0.6186 | 0.6622 | 0.6186 | 0.7865 |
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- | No log | 1.18 | 118 | 0.6306 | 0.6773 | 0.6306 | 0.7941 |
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- | No log | 1.2 | 120 | 0.6211 | 0.6594 | 0.6211 | 0.7881 |
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- | No log | 1.22 | 122 | 0.6282 | 0.6433 | 0.6282 | 0.7926 |
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- | No log | 1.24 | 124 | 0.6636 | 0.6299 | 0.6636 | 0.8146 |
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- | No log | 1.26 | 126 | 0.6522 | 0.6223 | 0.6522 | 0.8076 |
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- | No log | 1.28 | 128 | 0.5996 | 0.6417 | 0.5996 | 0.7743 |
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- | No log | 1.3 | 130 | 0.6443 | 0.6617 | 0.6443 | 0.8027 |
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- | No log | 1.32 | 132 | 0.6642 | 0.6617 | 0.6642 | 0.8150 |
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- | No log | 1.34 | 134 | 0.6023 | 0.6805 | 0.6023 | 0.7761 |
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- | No log | 1.3600 | 136 | 0.5982 | 0.6408 | 0.5982 | 0.7735 |
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- | No log | 1.38 | 138 | 0.6020 | 0.6694 | 0.6020 | 0.7759 |
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- | No log | 1.4 | 140 | 0.5926 | 0.6714 | 0.5926 | 0.7698 |
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- | No log | 1.42 | 142 | 0.6131 | 0.6797 | 0.6131 | 0.7830 |
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- | No log | 1.44 | 144 | 0.6084 | 0.6693 | 0.6084 | 0.7800 |
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- | No log | 1.46 | 146 | 0.5962 | 0.6693 | 0.5962 | 0.7722 |
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- | No log | 1.48 | 148 | 0.5773 | 0.6641 | 0.5773 | 0.7598 |
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- | No log | 1.5 | 150 | 0.5923 | 0.6364 | 0.5923 | 0.7696 |
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- | No log | 1.52 | 152 | 0.5886 | 0.6690 | 0.5886 | 0.7672 |
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- | No log | 1.54 | 154 | 0.5854 | 0.6316 | 0.5854 | 0.7651 |
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- | No log | 1.56 | 156 | 0.6399 | 0.6283 | 0.6399 | 0.7999 |
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- | No log | 1.58 | 158 | 0.5978 | 0.6718 | 0.5978 | 0.7731 |
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- | No log | 1.6 | 160 | 0.5685 | 0.6617 | 0.5685 | 0.7540 |
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- | No log | 1.62 | 162 | 0.7217 | 0.6624 | 0.7217 | 0.8495 |
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- | No log | 1.6400 | 164 | 0.6842 | 0.6597 | 0.6842 | 0.8271 |
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- | No log | 1.6600 | 166 | 0.6040 | 0.6388 | 0.6040 | 0.7772 |
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- | No log | 1.6800 | 168 | 0.5798 | 0.6284 | 0.5798 | 0.7615 |
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- | No log | 1.7 | 170 | 0.5975 | 0.6078 | 0.5975 | 0.7730 |
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- | No log | 1.72 | 172 | 0.6095 | 0.5882 | 0.6095 | 0.7807 |
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- | No log | 1.74 | 174 | 0.6110 | 0.6307 | 0.6110 | 0.7817 |
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- | No log | 1.76 | 176 | 0.6168 | 0.6814 | 0.6168 | 0.7854 |
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- | No log | 1.78 | 178 | 0.6472 | 0.6724 | 0.6472 | 0.8045 |
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- | No log | 1.8 | 180 | 0.6655 | 0.6485 | 0.6655 | 0.8158 |
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- | No log | 1.8200 | 182 | 0.6557 | 0.6623 | 0.6557 | 0.8098 |
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- | No log | 1.8400 | 184 | 0.6318 | 0.6673 | 0.6318 | 0.7949 |
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- | No log | 1.8600 | 186 | 0.6262 | 0.6272 | 0.6262 | 0.7913 |
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- | No log | 1.88 | 188 | 0.6155 | 0.6461 | 0.6155 | 0.7845 |
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- | No log | 1.9 | 190 | 0.6435 | 0.6019 | 0.6435 | 0.8022 |
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- | No log | 1.92 | 192 | 0.6091 | 0.6812 | 0.6091 | 0.7805 |
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- | No log | 1.94 | 194 | 0.6140 | 0.6783 | 0.6140 | 0.7836 |
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- | No log | 1.96 | 196 | 0.7805 | 0.6128 | 0.7805 | 0.8835 |
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- | No log | 1.98 | 198 | 0.7662 | 0.6128 | 0.7662 | 0.8753 |
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- | No log | 2.0 | 200 | 0.6191 | 0.6365 | 0.6191 | 0.7869 |
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- | No log | 2.02 | 202 | 0.6587 | 0.6203 | 0.6587 | 0.8116 |
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- | No log | 2.04 | 204 | 0.7177 | 0.5370 | 0.7177 | 0.8472 |
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- | No log | 2.06 | 206 | 0.6679 | 0.5794 | 0.6679 | 0.8172 |
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- | No log | 2.08 | 208 | 0.6305 | 0.6320 | 0.6305 | 0.7940 |
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- | No log | 2.1 | 210 | 0.8166 | 0.5411 | 0.8166 | 0.9037 |
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- | No log | 2.12 | 212 | 1.0385 | 0.4598 | 1.0385 | 1.0191 |
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- | No log | 2.14 | 214 | 1.0009 | 0.4782 | 1.0009 | 1.0005 |
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- | No log | 2.16 | 216 | 0.7879 | 0.5789 | 0.7879 | 0.8876 |
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- | No log | 2.18 | 218 | 0.6610 | 0.5603 | 0.6610 | 0.8130 |
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- | No log | 2.2 | 220 | 0.6457 | 0.6508 | 0.6457 | 0.8036 |
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- | No log | 2.22 | 222 | 0.6549 | 0.6970 | 0.6549 | 0.8093 |
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- | No log | 2.24 | 224 | 0.6354 | 0.6519 | 0.6354 | 0.7971 |
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- | No log | 2.26 | 226 | 0.6694 | 0.6487 | 0.6694 | 0.8182 |
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- | No log | 2.2800 | 228 | 0.6846 | 0.6318 | 0.6846 | 0.8274 |
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- | No log | 2.3 | 230 | 0.6368 | 0.6388 | 0.6368 | 0.7980 |
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- | No log | 2.32 | 232 | 0.6247 | 0.6306 | 0.6247 | 0.7904 |
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- | No log | 2.34 | 234 | 0.6257 | 0.6354 | 0.6257 | 0.7910 |
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- | No log | 2.36 | 236 | 0.6637 | 0.5459 | 0.6637 | 0.8147 |
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- | No log | 2.38 | 238 | 0.6733 | 0.5218 | 0.6733 | 0.8206 |
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- | No log | 2.4 | 240 | 0.6701 | 0.5383 | 0.6701 | 0.8186 |
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- | No log | 2.42 | 242 | 0.7303 | 0.5356 | 0.7303 | 0.8546 |
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- | No log | 2.44 | 244 | 0.7262 | 0.5356 | 0.7262 | 0.8522 |
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- | No log | 2.46 | 246 | 0.6899 | 0.6305 | 0.6899 | 0.8306 |
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- | No log | 2.48 | 248 | 0.6543 | 0.6041 | 0.6543 | 0.8089 |
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- | No log | 2.5 | 250 | 0.6990 | 0.6661 | 0.6990 | 0.8360 |
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- | No log | 2.52 | 252 | 0.7151 | 0.6751 | 0.7151 | 0.8457 |
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- | No log | 2.54 | 254 | 0.6897 | 0.6518 | 0.6897 | 0.8305 |
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- | No log | 2.56 | 256 | 0.7590 | 0.6171 | 0.7590 | 0.8712 |
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- | No log | 2.58 | 258 | 0.8100 | 0.5788 | 0.8100 | 0.9000 |
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- | No log | 2.6 | 260 | 0.7710 | 0.5993 | 0.7710 | 0.8780 |
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- | No log | 2.62 | 262 | 0.6857 | 0.6215 | 0.6857 | 0.8281 |
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- | No log | 2.64 | 264 | 0.6685 | 0.6095 | 0.6685 | 0.8176 |
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- | No log | 2.66 | 266 | 0.6642 | 0.7040 | 0.6642 | 0.8150 |
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- | No log | 2.68 | 268 | 0.6910 | 0.6341 | 0.6910 | 0.8312 |
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- | No log | 2.7 | 270 | 0.6650 | 0.6647 | 0.6650 | 0.8155 |
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- | No log | 2.7200 | 272 | 0.6472 | 0.7514 | 0.6472 | 0.8045 |
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- | No log | 2.74 | 274 | 0.7444 | 0.5993 | 0.7444 | 0.8628 |
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- | No log | 2.76 | 276 | 0.8091 | 0.5597 | 0.8091 | 0.8995 |
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- | No log | 2.7800 | 278 | 0.7848 | 0.5566 | 0.7848 | 0.8859 |
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- | No log | 2.8 | 280 | 0.6783 | 0.5959 | 0.6783 | 0.8236 |
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- | No log | 2.82 | 282 | 0.6421 | 0.5644 | 0.6421 | 0.8013 |
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- | No log | 2.84 | 284 | 0.6577 | 0.5879 | 0.6577 | 0.8110 |
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- | No log | 2.86 | 286 | 0.6531 | 0.6067 | 0.6531 | 0.8081 |
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- | No log | 2.88 | 288 | 0.6679 | 0.5632 | 0.6679 | 0.8173 |
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- | No log | 2.9 | 290 | 0.7761 | 0.5862 | 0.7761 | 0.8810 |
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- | No log | 2.92 | 292 | 0.8688 | 0.5799 | 0.8688 | 0.9321 |
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- | No log | 2.94 | 294 | 0.8222 | 0.5799 | 0.8222 | 0.9068 |
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- | No log | 2.96 | 296 | 0.7184 | 0.5818 | 0.7184 | 0.8476 |
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- | No log | 2.98 | 298 | 0.7015 | 0.6325 | 0.7015 | 0.8376 |
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- | No log | 3.0 | 300 | 0.6958 | 0.6615 | 0.6958 | 0.8341 |
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- | No log | 3.02 | 302 | 0.6712 | 0.5959 | 0.6712 | 0.8193 |
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- | No log | 3.04 | 304 | 0.6607 | 0.6111 | 0.6607 | 0.8128 |
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- | No log | 3.06 | 306 | 0.6796 | 0.6388 | 0.6796 | 0.8244 |
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- | No log | 3.08 | 308 | 0.6572 | 0.6388 | 0.6572 | 0.8107 |
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- | No log | 3.1 | 310 | 0.6162 | 0.6500 | 0.6162 | 0.7850 |
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- | No log | 3.12 | 312 | 0.6168 | 0.5939 | 0.6168 | 0.7854 |
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- | No log | 3.14 | 314 | 0.6182 | 0.5895 | 0.6182 | 0.7863 |
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- | No log | 3.16 | 316 | 0.6261 | 0.6078 | 0.6261 | 0.7913 |
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- | No log | 3.18 | 318 | 0.6368 | 0.5895 | 0.6368 | 0.7980 |
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- | No log | 3.2 | 320 | 0.6451 | 0.5919 | 0.6451 | 0.8032 |
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- | No log | 3.22 | 322 | 0.6403 | 0.6254 | 0.6403 | 0.8002 |
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- | No log | 3.24 | 324 | 0.6665 | 0.6066 | 0.6665 | 0.8164 |
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- | No log | 3.26 | 326 | 0.7236 | 0.6411 | 0.7236 | 0.8506 |
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- | No log | 3.2800 | 328 | 0.7317 | 0.6411 | 0.7317 | 0.8554 |
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- | No log | 3.3 | 330 | 0.6761 | 0.6083 | 0.6761 | 0.8223 |
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- | No log | 3.32 | 332 | 0.6293 | 0.6320 | 0.6293 | 0.7933 |
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- | No log | 3.34 | 334 | 0.6173 | 0.6114 | 0.6173 | 0.7857 |
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- | No log | 3.36 | 336 | 0.6225 | 0.6320 | 0.6225 | 0.7890 |
220
- | No log | 3.38 | 338 | 0.6381 | 0.5621 | 0.6381 | 0.7988 |
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- | No log | 3.4 | 340 | 0.6300 | 0.6430 | 0.6300 | 0.7937 |
222
- | No log | 3.42 | 342 | 0.6275 | 0.6206 | 0.6275 | 0.7921 |
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- | No log | 3.44 | 344 | 0.6311 | 0.6235 | 0.6311 | 0.7944 |
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- | No log | 3.46 | 346 | 0.6401 | 0.6085 | 0.6401 | 0.8001 |
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- | No log | 3.48 | 348 | 0.6669 | 0.5660 | 0.6669 | 0.8167 |
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- | No log | 3.5 | 350 | 0.6758 | 0.5660 | 0.6758 | 0.8221 |
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- | No log | 3.52 | 352 | 0.6897 | 0.5680 | 0.6897 | 0.8305 |
228
- | No log | 3.54 | 354 | 0.6891 | 0.5249 | 0.6891 | 0.8301 |
229
- | No log | 3.56 | 356 | 0.6930 | 0.5016 | 0.6930 | 0.8325 |
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- | No log | 3.58 | 358 | 0.7047 | 0.5345 | 0.7047 | 0.8395 |
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- | No log | 3.6 | 360 | 0.7245 | 0.4973 | 0.7245 | 0.8512 |
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- | No log | 3.62 | 362 | 0.7502 | 0.4697 | 0.7502 | 0.8662 |
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- | No log | 3.64 | 364 | 0.7804 | 0.4565 | 0.7804 | 0.8834 |
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- | No log | 3.66 | 366 | 0.8237 | 0.4568 | 0.8237 | 0.9076 |
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- | No log | 3.68 | 368 | 0.7960 | 0.5380 | 0.7960 | 0.8922 |
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- | No log | 3.7 | 370 | 0.7662 | 0.5972 | 0.7662 | 0.8753 |
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- | No log | 3.7200 | 372 | 0.7253 | 0.5977 | 0.7253 | 0.8517 |
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- | No log | 3.74 | 374 | 0.7712 | 0.5772 | 0.7712 | 0.8782 |
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- | No log | 3.76 | 376 | 0.7691 | 0.6054 | 0.7691 | 0.8770 |
240
- | No log | 3.7800 | 378 | 0.7070 | 0.6127 | 0.7070 | 0.8408 |
241
- | No log | 3.8 | 380 | 0.6711 | 0.6804 | 0.6711 | 0.8192 |
242
- | No log | 3.82 | 382 | 0.6516 | 0.6679 | 0.6516 | 0.8072 |
243
- | No log | 3.84 | 384 | 0.6462 | 0.6066 | 0.6462 | 0.8039 |
244
- | No log | 3.86 | 386 | 0.6354 | 0.5552 | 0.6354 | 0.7971 |
245
- | No log | 3.88 | 388 | 0.6207 | 0.5248 | 0.6207 | 0.7878 |
246
- | No log | 3.9 | 390 | 0.6285 | 0.5820 | 0.6285 | 0.7928 |
247
- | No log | 3.92 | 392 | 0.6259 | 0.6095 | 0.6259 | 0.7911 |
248
- | No log | 3.94 | 394 | 0.6462 | 0.6087 | 0.6462 | 0.8039 |
249
- | No log | 3.96 | 396 | 0.6874 | 0.6433 | 0.6874 | 0.8291 |
250
- | No log | 3.98 | 398 | 0.6819 | 0.6203 | 0.6819 | 0.8258 |
251
- | No log | 4.0 | 400 | 0.6840 | 0.6826 | 0.6840 | 0.8270 |
252
- | No log | 4.02 | 402 | 0.7144 | 0.6664 | 0.7144 | 0.8452 |
253
- | No log | 4.04 | 404 | 0.7246 | 0.5842 | 0.7246 | 0.8513 |
254
- | No log | 4.06 | 406 | 0.7168 | 0.5954 | 0.7168 | 0.8467 |
255
- | No log | 4.08 | 408 | 0.7107 | 0.5714 | 0.7107 | 0.8430 |
256
- | No log | 4.1 | 410 | 0.7149 | 0.6087 | 0.7149 | 0.8455 |
257
- | No log | 4.12 | 412 | 0.7158 | 0.6377 | 0.7158 | 0.8461 |
258
- | No log | 4.14 | 414 | 0.7182 | 0.6826 | 0.7182 | 0.8475 |
259
- | No log | 4.16 | 416 | 0.7518 | 0.6566 | 0.7518 | 0.8671 |
260
- | No log | 4.18 | 418 | 0.7218 | 0.6630 | 0.7218 | 0.8496 |
261
- | No log | 4.2 | 420 | 0.6589 | 0.6187 | 0.6589 | 0.8117 |
262
- | No log | 4.22 | 422 | 0.6370 | 0.5905 | 0.6370 | 0.7981 |
263
- | No log | 4.24 | 424 | 0.6316 | 0.5905 | 0.6316 | 0.7947 |
264
- | No log | 4.26 | 426 | 0.6300 | 0.6399 | 0.6301 | 0.7938 |
265
- | No log | 4.28 | 428 | 0.6529 | 0.6519 | 0.6529 | 0.8080 |
266
- | No log | 4.3 | 430 | 0.6632 | 0.6721 | 0.6632 | 0.8144 |
267
- | No log | 4.32 | 432 | 0.6346 | 0.6728 | 0.6346 | 0.7966 |
268
- | No log | 4.34 | 434 | 0.6119 | 0.6439 | 0.6119 | 0.7823 |
269
- | No log | 4.36 | 436 | 0.6098 | 0.6482 | 0.6098 | 0.7809 |
270
- | No log | 4.38 | 438 | 0.6042 | 0.6781 | 0.6042 | 0.7773 |
271
- | No log | 4.4 | 440 | 0.5975 | 0.6736 | 0.5975 | 0.7730 |
272
- | No log | 4.42 | 442 | 0.5901 | 0.6570 | 0.5901 | 0.7682 |
273
- | No log | 4.44 | 444 | 0.5807 | 0.6406 | 0.5807 | 0.7620 |
274
- | No log | 4.46 | 446 | 0.5790 | 0.6320 | 0.5790 | 0.7609 |
275
- | No log | 4.48 | 448 | 0.6047 | 0.6335 | 0.6047 | 0.7776 |
276
- | No log | 4.5 | 450 | 0.6482 | 0.5912 | 0.6482 | 0.8051 |
277
- | No log | 4.52 | 452 | 0.6709 | 0.5697 | 0.6709 | 0.8191 |
278
- | No log | 4.54 | 454 | 0.6890 | 0.5584 | 0.6890 | 0.8301 |
279
- | No log | 4.5600 | 456 | 0.6579 | 0.5666 | 0.6579 | 0.8111 |
280
- | No log | 4.58 | 458 | 0.6385 | 0.5980 | 0.6385 | 0.7991 |
281
- | No log | 4.6 | 460 | 0.6406 | 0.5964 | 0.6406 | 0.8004 |
282
- | No log | 4.62 | 462 | 0.6402 | 0.6058 | 0.6402 | 0.8001 |
283
- | No log | 4.64 | 464 | 0.6466 | 0.5599 | 0.6466 | 0.8041 |
284
- | No log | 4.66 | 466 | 0.6628 | 0.5905 | 0.6628 | 0.8141 |
285
- | No log | 4.68 | 468 | 0.6667 | 0.5376 | 0.6667 | 0.8165 |
286
- | No log | 4.7 | 470 | 0.6610 | 0.5921 | 0.6610 | 0.8130 |
287
- | No log | 4.72 | 472 | 0.6668 | 0.6374 | 0.6668 | 0.8166 |
288
- | No log | 4.74 | 474 | 0.7228 | 0.6054 | 0.7228 | 0.8502 |
289
- | No log | 4.76 | 476 | 0.7262 | 0.6071 | 0.7262 | 0.8522 |
290
- | No log | 4.78 | 478 | 0.6842 | 0.5330 | 0.6842 | 0.8272 |
291
- | No log | 4.8 | 480 | 0.6564 | 0.5174 | 0.6564 | 0.8102 |
292
- | No log | 4.82 | 482 | 0.6568 | 0.5865 | 0.6568 | 0.8104 |
293
- | No log | 4.84 | 484 | 0.6343 | 0.6350 | 0.6343 | 0.7964 |
294
- | No log | 4.86 | 486 | 0.6364 | 0.6736 | 0.6364 | 0.7977 |
295
- | No log | 4.88 | 488 | 0.6305 | 0.6864 | 0.6305 | 0.7940 |
296
- | No log | 4.9 | 490 | 0.6658 | 0.6567 | 0.6658 | 0.8160 |
297
- | No log | 4.92 | 492 | 0.6464 | 0.6559 | 0.6464 | 0.8040 |
298
- | No log | 4.9400 | 494 | 0.6325 | 0.6360 | 0.6325 | 0.7953 |
299
- | No log | 4.96 | 496 | 0.6510 | 0.6444 | 0.6510 | 0.8069 |
300
- | No log | 4.98 | 498 | 0.7251 | 0.5584 | 0.7251 | 0.8515 |
301
- | 0.3092 | 5.0 | 500 | 0.8071 | 0.5346 | 0.8071 | 0.8984 |
302
- | 0.3092 | 5.02 | 502 | 0.8049 | 0.5021 | 0.8049 | 0.8972 |
303
- | 0.3092 | 5.04 | 504 | 0.7738 | 0.5164 | 0.7738 | 0.8796 |
304
- | 0.3092 | 5.06 | 506 | 0.7408 | 0.4824 | 0.7408 | 0.8607 |
305
- | 0.3092 | 5.08 | 508 | 0.7061 | 0.5318 | 0.7061 | 0.8403 |
306
- | 0.3092 | 5.1 | 510 | 0.7066 | 0.5697 | 0.7066 | 0.8406 |
307
- | 0.3092 | 5.12 | 512 | 0.7506 | 0.5777 | 0.7506 | 0.8664 |
308
- | 0.3092 | 5.14 | 514 | 0.7607 | 0.5924 | 0.7607 | 0.8722 |
309
- | 0.3092 | 5.16 | 516 | 0.7076 | 0.6348 | 0.7076 | 0.8412 |
310
- | 0.3092 | 5.18 | 518 | 0.6621 | 0.6272 | 0.6621 | 0.8137 |
311
- | 0.3092 | 5.2 | 520 | 0.6701 | 0.5763 | 0.6701 | 0.8186 |
312
- | 0.3092 | 5.22 | 522 | 0.6888 | 0.5752 | 0.6888 | 0.8300 |
313
- | 0.3092 | 5.24 | 524 | 0.7343 | 0.5255 | 0.7343 | 0.8569 |
314
- | 0.3092 | 5.26 | 526 | 0.7777 | 0.5033 | 0.7777 | 0.8819 |
315
- | 0.3092 | 5.28 | 528 | 0.7482 | 0.4586 | 0.7482 | 0.8650 |
316
- | 0.3092 | 5.3 | 530 | 0.7015 | 0.4227 | 0.7015 | 0.8375 |
317
- | 0.3092 | 5.32 | 532 | 0.6901 | 0.4727 | 0.6901 | 0.8307 |
318
 
319
 
320
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k1_task7_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_run1_AugV5_k1_task7_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: 0.5452
19
+ - Qwk: 0.5884
20
+ - Mse: 0.5452
21
+ - Rmse: 0.7384
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.4 | 2 | 2.6258 | 0.0070 | 2.6258 | 1.6204 |
53
+ | No log | 0.8 | 4 | 1.4387 | 0.0789 | 1.4387 | 1.1995 |
54
+ | No log | 1.2 | 6 | 0.8003 | 0.1372 | 0.8003 | 0.8946 |
55
+ | No log | 1.6 | 8 | 0.9093 | 0.0679 | 0.9093 | 0.9536 |
56
+ | No log | 2.0 | 10 | 1.0176 | 0.1385 | 1.0176 | 1.0088 |
57
+ | No log | 2.4 | 12 | 1.1333 | 0.2121 | 1.1333 | 1.0646 |
58
+ | No log | 2.8 | 14 | 0.8989 | 0.3892 | 0.8989 | 0.9481 |
59
+ | No log | 3.2 | 16 | 0.6486 | 0.1050 | 0.6486 | 0.8054 |
60
+ | No log | 3.6 | 18 | 0.6125 | 0.1407 | 0.6125 | 0.7826 |
61
+ | No log | 4.0 | 20 | 0.5978 | 0.1561 | 0.5978 | 0.7732 |
62
+ | No log | 4.4 | 22 | 0.6237 | 0.0027 | 0.6237 | 0.7898 |
63
+ | No log | 4.8 | 24 | 0.6333 | 0.0495 | 0.6333 | 0.7958 |
64
+ | No log | 5.2 | 26 | 0.5837 | 0.1358 | 0.5837 | 0.7640 |
65
+ | No log | 5.6 | 28 | 0.5443 | 0.4538 | 0.5443 | 0.7377 |
66
+ | No log | 6.0 | 30 | 0.5344 | 0.4660 | 0.5344 | 0.7311 |
67
+ | No log | 6.4 | 32 | 0.5799 | 0.4218 | 0.5799 | 0.7615 |
68
+ | No log | 6.8 | 34 | 0.5301 | 0.5396 | 0.5301 | 0.7281 |
69
+ | No log | 7.2 | 36 | 0.5151 | 0.5195 | 0.5151 | 0.7177 |
70
+ | No log | 7.6 | 38 | 0.5242 | 0.6018 | 0.5242 | 0.7240 |
71
+ | No log | 8.0 | 40 | 0.5482 | 0.4933 | 0.5482 | 0.7404 |
72
+ | No log | 8.4 | 42 | 0.5972 | 0.4315 | 0.5972 | 0.7728 |
73
+ | No log | 8.8 | 44 | 0.5296 | 0.5308 | 0.5296 | 0.7278 |
74
+ | No log | 9.2 | 46 | 0.4759 | 0.6223 | 0.4759 | 0.6898 |
75
+ | No log | 9.6 | 48 | 0.7538 | 0.3870 | 0.7538 | 0.8682 |
76
+ | No log | 10.0 | 50 | 0.7015 | 0.4024 | 0.7015 | 0.8376 |
77
+ | No log | 10.4 | 52 | 0.4714 | 0.5943 | 0.4714 | 0.6866 |
78
+ | No log | 10.8 | 54 | 0.5989 | 0.4964 | 0.5989 | 0.7739 |
79
+ | No log | 11.2 | 56 | 0.7422 | 0.5295 | 0.7422 | 0.8615 |
80
+ | No log | 11.6 | 58 | 0.6853 | 0.5203 | 0.6853 | 0.8278 |
81
+ | No log | 12.0 | 60 | 0.5426 | 0.5597 | 0.5426 | 0.7366 |
82
+ | No log | 12.4 | 62 | 0.5337 | 0.6150 | 0.5337 | 0.7306 |
83
+ | No log | 12.8 | 64 | 0.5488 | 0.6516 | 0.5488 | 0.7408 |
84
+ | No log | 13.2 | 66 | 0.5493 | 0.6526 | 0.5493 | 0.7411 |
85
+ | No log | 13.6 | 68 | 0.5324 | 0.6582 | 0.5324 | 0.7297 |
86
+ | No log | 14.0 | 70 | 0.5459 | 0.6343 | 0.5459 | 0.7388 |
87
+ | No log | 14.4 | 72 | 0.5557 | 0.5935 | 0.5557 | 0.7455 |
88
+ | No log | 14.8 | 74 | 0.5890 | 0.5434 | 0.5890 | 0.7675 |
89
+ | No log | 15.2 | 76 | 0.6464 | 0.4665 | 0.6464 | 0.8040 |
90
+ | No log | 15.6 | 78 | 0.6626 | 0.5155 | 0.6626 | 0.8140 |
91
+ | No log | 16.0 | 80 | 0.6101 | 0.4801 | 0.6101 | 0.7811 |
92
+ | No log | 16.4 | 82 | 0.5922 | 0.4801 | 0.5922 | 0.7695 |
93
+ | No log | 16.8 | 84 | 0.6099 | 0.5015 | 0.6099 | 0.7809 |
94
+ | No log | 17.2 | 86 | 0.6071 | 0.5470 | 0.6071 | 0.7791 |
95
+ | No log | 17.6 | 88 | 0.5695 | 0.5012 | 0.5695 | 0.7547 |
96
+ | No log | 18.0 | 90 | 0.5923 | 0.5771 | 0.5923 | 0.7696 |
97
+ | No log | 18.4 | 92 | 0.6492 | 0.5410 | 0.6492 | 0.8057 |
98
+ | No log | 18.8 | 94 | 0.7542 | 0.5307 | 0.7542 | 0.8684 |
99
+ | No log | 19.2 | 96 | 0.7243 | 0.5281 | 0.7243 | 0.8511 |
100
+ | No log | 19.6 | 98 | 0.6139 | 0.5409 | 0.6139 | 0.7835 |
101
+ | No log | 20.0 | 100 | 0.5772 | 0.5529 | 0.5772 | 0.7598 |
102
+ | No log | 20.4 | 102 | 0.5907 | 0.5672 | 0.5907 | 0.7685 |
103
+ | No log | 20.8 | 104 | 0.6065 | 0.6373 | 0.6065 | 0.7788 |
104
+ | No log | 21.2 | 106 | 0.5845 | 0.5958 | 0.5845 | 0.7645 |
105
+ | No log | 21.6 | 108 | 0.5797 | 0.5914 | 0.5797 | 0.7614 |
106
+ | No log | 22.0 | 110 | 0.5922 | 0.5627 | 0.5922 | 0.7695 |
107
+ | No log | 22.4 | 112 | 0.6271 | 0.5141 | 0.6271 | 0.7919 |
108
+ | No log | 22.8 | 114 | 0.5927 | 0.5552 | 0.5927 | 0.7699 |
109
+ | No log | 23.2 | 116 | 0.5444 | 0.6014 | 0.5444 | 0.7379 |
110
+ | No log | 23.6 | 118 | 0.5494 | 0.5440 | 0.5494 | 0.7412 |
111
+ | No log | 24.0 | 120 | 0.5607 | 0.6139 | 0.5607 | 0.7488 |
112
+ | No log | 24.4 | 122 | 0.6103 | 0.5703 | 0.6103 | 0.7812 |
113
+ | No log | 24.8 | 124 | 0.6491 | 0.5981 | 0.6491 | 0.8057 |
114
+ | No log | 25.2 | 126 | 0.6218 | 0.5827 | 0.6218 | 0.7885 |
115
+ | No log | 25.6 | 128 | 0.5562 | 0.5626 | 0.5562 | 0.7458 |
116
+ | No log | 26.0 | 130 | 0.5366 | 0.5853 | 0.5366 | 0.7325 |
117
+ | No log | 26.4 | 132 | 0.5293 | 0.5926 | 0.5293 | 0.7275 |
118
+ | No log | 26.8 | 134 | 0.5377 | 0.5528 | 0.5377 | 0.7333 |
119
+ | No log | 27.2 | 136 | 0.5559 | 0.6058 | 0.5559 | 0.7456 |
120
+ | No log | 27.6 | 138 | 0.5485 | 0.5784 | 0.5485 | 0.7406 |
121
+ | No log | 28.0 | 140 | 0.5448 | 0.5647 | 0.5448 | 0.7381 |
122
+ | No log | 28.4 | 142 | 0.5624 | 0.5606 | 0.5624 | 0.7499 |
123
+ | No log | 28.8 | 144 | 0.5781 | 0.5823 | 0.5781 | 0.7603 |
124
+ | No log | 29.2 | 146 | 0.6042 | 0.5403 | 0.6042 | 0.7773 |
125
+ | No log | 29.6 | 148 | 0.5971 | 0.5059 | 0.5971 | 0.7727 |
126
+ | No log | 30.0 | 150 | 0.5876 | 0.5473 | 0.5876 | 0.7665 |
127
+ | No log | 30.4 | 152 | 0.5695 | 0.5582 | 0.5695 | 0.7547 |
128
+ | No log | 30.8 | 154 | 0.5635 | 0.5913 | 0.5635 | 0.7507 |
129
+ | No log | 31.2 | 156 | 0.5376 | 0.5970 | 0.5376 | 0.7332 |
130
+ | No log | 31.6 | 158 | 0.5329 | 0.6367 | 0.5329 | 0.7300 |
131
+ | No log | 32.0 | 160 | 0.5159 | 0.6066 | 0.5159 | 0.7182 |
132
+ | No log | 32.4 | 162 | 0.4995 | 0.5853 | 0.4995 | 0.7067 |
133
+ | No log | 32.8 | 164 | 0.5305 | 0.6011 | 0.5305 | 0.7283 |
134
+ | No log | 33.2 | 166 | 0.6323 | 0.5675 | 0.6323 | 0.7952 |
135
+ | No log | 33.6 | 168 | 0.7440 | 0.4905 | 0.7440 | 0.8626 |
136
+ | No log | 34.0 | 170 | 0.7993 | 0.4900 | 0.7993 | 0.8940 |
137
+ | No log | 34.4 | 172 | 0.7470 | 0.4731 | 0.7470 | 0.8643 |
138
+ | No log | 34.8 | 174 | 0.6247 | 0.4539 | 0.6247 | 0.7904 |
139
+ | No log | 35.2 | 176 | 0.5876 | 0.4979 | 0.5876 | 0.7665 |
140
+ | No log | 35.6 | 178 | 0.6037 | 0.4684 | 0.6037 | 0.7770 |
141
+ | No log | 36.0 | 180 | 0.6089 | 0.4980 | 0.6089 | 0.7803 |
142
+ | No log | 36.4 | 182 | 0.6181 | 0.5323 | 0.6181 | 0.7862 |
143
+ | No log | 36.8 | 184 | 0.5673 | 0.5758 | 0.5673 | 0.7532 |
144
+ | No log | 37.2 | 186 | 0.5393 | 0.5412 | 0.5393 | 0.7343 |
145
+ | No log | 37.6 | 188 | 0.5354 | 0.5035 | 0.5354 | 0.7317 |
146
+ | No log | 38.0 | 190 | 0.5473 | 0.5201 | 0.5473 | 0.7398 |
147
+ | No log | 38.4 | 192 | 0.5750 | 0.5032 | 0.5750 | 0.7583 |
148
+ | No log | 38.8 | 194 | 0.6212 | 0.5403 | 0.6212 | 0.7882 |
149
+ | No log | 39.2 | 196 | 0.6579 | 0.5409 | 0.6579 | 0.8111 |
150
+ | No log | 39.6 | 198 | 0.6626 | 0.5409 | 0.6626 | 0.8140 |
151
+ | No log | 40.0 | 200 | 0.6124 | 0.5233 | 0.6124 | 0.7826 |
152
+ | No log | 40.4 | 202 | 0.5608 | 0.5679 | 0.5608 | 0.7489 |
153
+ | No log | 40.8 | 204 | 0.5477 | 0.5910 | 0.5477 | 0.7401 |
154
+ | No log | 41.2 | 206 | 0.5576 | 0.5840 | 0.5576 | 0.7468 |
155
+ | No log | 41.6 | 208 | 0.5711 | 0.5823 | 0.5711 | 0.7557 |
156
+ | No log | 42.0 | 210 | 0.5673 | 0.6329 | 0.5673 | 0.7532 |
157
+ | No log | 42.4 | 212 | 0.5568 | 0.6349 | 0.5568 | 0.7462 |
158
+ | No log | 42.8 | 214 | 0.5469 | 0.6343 | 0.5469 | 0.7395 |
159
+ | No log | 43.2 | 216 | 0.5645 | 0.5538 | 0.5645 | 0.7513 |
160
+ | No log | 43.6 | 218 | 0.6312 | 0.4779 | 0.6312 | 0.7945 |
161
+ | No log | 44.0 | 220 | 0.6957 | 0.4573 | 0.6957 | 0.8341 |
162
+ | No log | 44.4 | 222 | 0.7634 | 0.4683 | 0.7634 | 0.8737 |
163
+ | No log | 44.8 | 224 | 0.7608 | 0.4620 | 0.7608 | 0.8723 |
164
+ | No log | 45.2 | 226 | 0.6901 | 0.4351 | 0.6901 | 0.8308 |
165
+ | No log | 45.6 | 228 | 0.6178 | 0.4476 | 0.6178 | 0.7860 |
166
+ | No log | 46.0 | 230 | 0.5897 | 0.4997 | 0.5897 | 0.7679 |
167
+ | No log | 46.4 | 232 | 0.5858 | 0.4937 | 0.5858 | 0.7654 |
168
+ | No log | 46.8 | 234 | 0.6003 | 0.4891 | 0.6003 | 0.7748 |
169
+ | No log | 47.2 | 236 | 0.6135 | 0.5715 | 0.6135 | 0.7833 |
170
+ | No log | 47.6 | 238 | 0.6044 | 0.5715 | 0.6044 | 0.7774 |
171
+ | No log | 48.0 | 240 | 0.5958 | 0.5263 | 0.5958 | 0.7719 |
172
+ | No log | 48.4 | 242 | 0.5642 | 0.5368 | 0.5642 | 0.7511 |
173
+ | No log | 48.8 | 244 | 0.5445 | 0.4986 | 0.5445 | 0.7379 |
174
+ | No log | 49.2 | 246 | 0.5283 | 0.5288 | 0.5283 | 0.7268 |
175
+ | No log | 49.6 | 248 | 0.5237 | 0.5434 | 0.5237 | 0.7236 |
176
+ | No log | 50.0 | 250 | 0.5357 | 0.6028 | 0.5357 | 0.7319 |
177
+ | No log | 50.4 | 252 | 0.5566 | 0.6174 | 0.5566 | 0.7461 |
178
+ | No log | 50.8 | 254 | 0.5633 | 0.6174 | 0.5633 | 0.7505 |
179
+ | No log | 51.2 | 256 | 0.5683 | 0.6343 | 0.5683 | 0.7539 |
180
+ | No log | 51.6 | 258 | 0.5641 | 0.6265 | 0.5641 | 0.7511 |
181
+ | No log | 52.0 | 260 | 0.5575 | 0.6265 | 0.5575 | 0.7466 |
182
+ | No log | 52.4 | 262 | 0.5613 | 0.6175 | 0.5613 | 0.7492 |
183
+ | No log | 52.8 | 264 | 0.5757 | 0.6088 | 0.5757 | 0.7588 |
184
+ | No log | 53.2 | 266 | 0.5887 | 0.5715 | 0.5887 | 0.7673 |
185
+ | No log | 53.6 | 268 | 0.5833 | 0.6088 | 0.5833 | 0.7637 |
186
+ | No log | 54.0 | 270 | 0.5857 | 0.6280 | 0.5857 | 0.7653 |
187
+ | No log | 54.4 | 272 | 0.5972 | 0.5657 | 0.5972 | 0.7728 |
188
+ | No log | 54.8 | 274 | 0.6056 | 0.5835 | 0.6056 | 0.7782 |
189
+ | No log | 55.2 | 276 | 0.6045 | 0.5835 | 0.6045 | 0.7775 |
190
+ | No log | 55.6 | 278 | 0.6057 | 0.5703 | 0.6057 | 0.7783 |
191
+ | No log | 56.0 | 280 | 0.5870 | 0.5761 | 0.5870 | 0.7662 |
192
+ | No log | 56.4 | 282 | 0.5722 | 0.6057 | 0.5722 | 0.7564 |
193
+ | No log | 56.8 | 284 | 0.5649 | 0.6041 | 0.5649 | 0.7516 |
194
+ | No log | 57.2 | 286 | 0.5638 | 0.6092 | 0.5638 | 0.7509 |
195
+ | No log | 57.6 | 288 | 0.5627 | 0.5938 | 0.5627 | 0.7501 |
196
+ | No log | 58.0 | 290 | 0.5670 | 0.5904 | 0.5670 | 0.7530 |
197
+ | No log | 58.4 | 292 | 0.5779 | 0.6035 | 0.5779 | 0.7602 |
198
+ | No log | 58.8 | 294 | 0.5827 | 0.5404 | 0.5827 | 0.7633 |
199
+ | No log | 59.2 | 296 | 0.5744 | 0.5665 | 0.5744 | 0.7579 |
200
+ | No log | 59.6 | 298 | 0.5559 | 0.5322 | 0.5559 | 0.7456 |
201
+ | No log | 60.0 | 300 | 0.5387 | 0.5288 | 0.5387 | 0.7340 |
202
+ | No log | 60.4 | 302 | 0.5328 | 0.5084 | 0.5328 | 0.7299 |
203
+ | No log | 60.8 | 304 | 0.5329 | 0.5084 | 0.5329 | 0.7300 |
204
+ | No log | 61.2 | 306 | 0.5393 | 0.5488 | 0.5393 | 0.7344 |
205
+ | No log | 61.6 | 308 | 0.5572 | 0.5715 | 0.5572 | 0.7465 |
206
+ | No log | 62.0 | 310 | 0.5917 | 0.5347 | 0.5917 | 0.7692 |
207
+ | No log | 62.4 | 312 | 0.6016 | 0.5347 | 0.6016 | 0.7756 |
208
+ | No log | 62.8 | 314 | 0.5816 | 0.5487 | 0.5816 | 0.7626 |
209
+ | No log | 63.2 | 316 | 0.5649 | 0.5411 | 0.5649 | 0.7516 |
210
+ | No log | 63.6 | 318 | 0.5451 | 0.5633 | 0.5451 | 0.7383 |
211
+ | No log | 64.0 | 320 | 0.5320 | 0.5473 | 0.5320 | 0.7294 |
212
+ | No log | 64.4 | 322 | 0.5325 | 0.5473 | 0.5325 | 0.7297 |
213
+ | No log | 64.8 | 324 | 0.5420 | 0.5543 | 0.5420 | 0.7362 |
214
+ | No log | 65.2 | 326 | 0.5655 | 0.5338 | 0.5655 | 0.7520 |
215
+ | No log | 65.6 | 328 | 0.5938 | 0.4925 | 0.5938 | 0.7706 |
216
+ | No log | 66.0 | 330 | 0.6315 | 0.5091 | 0.6315 | 0.7947 |
217
+ | No log | 66.4 | 332 | 0.6208 | 0.5222 | 0.6208 | 0.7879 |
218
+ | No log | 66.8 | 334 | 0.5874 | 0.5306 | 0.5874 | 0.7664 |
219
+ | No log | 67.2 | 336 | 0.5547 | 0.5888 | 0.5547 | 0.7448 |
220
+ | No log | 67.6 | 338 | 0.5379 | 0.5866 | 0.5379 | 0.7334 |
221
+ | No log | 68.0 | 340 | 0.5307 | 0.5866 | 0.5307 | 0.7285 |
222
+ | No log | 68.4 | 342 | 0.5278 | 0.6210 | 0.5278 | 0.7265 |
223
+ | No log | 68.8 | 344 | 0.5297 | 0.5866 | 0.5297 | 0.7278 |
224
+ | No log | 69.2 | 346 | 0.5394 | 0.5528 | 0.5394 | 0.7345 |
225
+ | No log | 69.6 | 348 | 0.5553 | 0.5619 | 0.5553 | 0.7452 |
226
+ | No log | 70.0 | 350 | 0.5781 | 0.5827 | 0.5781 | 0.7604 |
227
+ | No log | 70.4 | 352 | 0.5935 | 0.5222 | 0.5935 | 0.7704 |
228
+ | No log | 70.8 | 354 | 0.5828 | 0.5683 | 0.5828 | 0.7634 |
229
+ | No log | 71.2 | 356 | 0.5705 | 0.5683 | 0.5705 | 0.7553 |
230
+ | No log | 71.6 | 358 | 0.5587 | 0.5773 | 0.5587 | 0.7474 |
231
+ | No log | 72.0 | 360 | 0.5526 | 0.5709 | 0.5526 | 0.7433 |
232
+ | No log | 72.4 | 362 | 0.5462 | 0.5888 | 0.5462 | 0.7391 |
233
+ | No log | 72.8 | 364 | 0.5417 | 0.5911 | 0.5417 | 0.7360 |
234
+ | No log | 73.2 | 366 | 0.5446 | 0.6084 | 0.5446 | 0.7380 |
235
+ | No log | 73.6 | 368 | 0.5542 | 0.6232 | 0.5542 | 0.7445 |
236
+ | No log | 74.0 | 370 | 0.5741 | 0.5429 | 0.5741 | 0.7577 |
237
+ | No log | 74.4 | 372 | 0.5982 | 0.5167 | 0.5982 | 0.7734 |
238
+ | No log | 74.8 | 374 | 0.6173 | 0.5497 | 0.6173 | 0.7857 |
239
+ | No log | 75.2 | 376 | 0.6320 | 0.5377 | 0.6320 | 0.7950 |
240
+ | No log | 75.6 | 378 | 0.6260 | 0.5377 | 0.6260 | 0.7912 |
241
+ | No log | 76.0 | 380 | 0.6035 | 0.5293 | 0.6035 | 0.7769 |
242
+ | No log | 76.4 | 382 | 0.5872 | 0.5096 | 0.5872 | 0.7663 |
243
+ | No log | 76.8 | 384 | 0.5665 | 0.5323 | 0.5665 | 0.7527 |
244
+ | No log | 77.2 | 386 | 0.5584 | 0.5871 | 0.5584 | 0.7472 |
245
+ | No log | 77.6 | 388 | 0.5606 | 0.5652 | 0.5606 | 0.7488 |
246
+ | No log | 78.0 | 390 | 0.5706 | 0.5748 | 0.5706 | 0.7554 |
247
+ | No log | 78.4 | 392 | 0.5767 | 0.5474 | 0.5767 | 0.7594 |
248
+ | No log | 78.8 | 394 | 0.5725 | 0.5306 | 0.5725 | 0.7566 |
249
+ | No log | 79.2 | 396 | 0.5636 | 0.5487 | 0.5636 | 0.7507 |
250
+ | No log | 79.6 | 398 | 0.5516 | 0.5633 | 0.5516 | 0.7427 |
251
+ | No log | 80.0 | 400 | 0.5462 | 0.5715 | 0.5462 | 0.7391 |
252
+ | No log | 80.4 | 402 | 0.5404 | 0.5715 | 0.5404 | 0.7351 |
253
+ | No log | 80.8 | 404 | 0.5317 | 0.5910 | 0.5317 | 0.7292 |
254
+ | No log | 81.2 | 406 | 0.5269 | 0.5910 | 0.5269 | 0.7259 |
255
+ | No log | 81.6 | 408 | 0.5255 | 0.5729 | 0.5255 | 0.7249 |
256
+ | No log | 82.0 | 410 | 0.5272 | 0.5543 | 0.5272 | 0.7261 |
257
+ | No log | 82.4 | 412 | 0.5311 | 0.5910 | 0.5311 | 0.7288 |
258
+ | No log | 82.8 | 414 | 0.5364 | 0.5910 | 0.5364 | 0.7324 |
259
+ | No log | 83.2 | 416 | 0.5481 | 0.5827 | 0.5481 | 0.7404 |
260
+ | No log | 83.6 | 418 | 0.5603 | 0.5683 | 0.5603 | 0.7486 |
261
+ | No log | 84.0 | 420 | 0.5725 | 0.5748 | 0.5725 | 0.7567 |
262
+ | No log | 84.4 | 422 | 0.5761 | 0.5814 | 0.5761 | 0.7590 |
263
+ | No log | 84.8 | 424 | 0.5777 | 0.5484 | 0.5777 | 0.7601 |
264
+ | No log | 85.2 | 426 | 0.5780 | 0.5484 | 0.5780 | 0.7603 |
265
+ | No log | 85.6 | 428 | 0.5727 | 0.5484 | 0.5727 | 0.7568 |
266
+ | No log | 86.0 | 430 | 0.5703 | 0.5484 | 0.5703 | 0.7552 |
267
+ | No log | 86.4 | 432 | 0.5680 | 0.5484 | 0.5680 | 0.7537 |
268
+ | No log | 86.8 | 434 | 0.5697 | 0.5814 | 0.5697 | 0.7548 |
269
+ | No log | 87.2 | 436 | 0.5735 | 0.5484 | 0.5735 | 0.7573 |
270
+ | No log | 87.6 | 438 | 0.5794 | 0.5484 | 0.5794 | 0.7612 |
271
+ | No log | 88.0 | 440 | 0.5838 | 0.5484 | 0.5838 | 0.7641 |
272
+ | No log | 88.4 | 442 | 0.5833 | 0.5484 | 0.5833 | 0.7638 |
273
+ | No log | 88.8 | 444 | 0.5752 | 0.5484 | 0.5752 | 0.7584 |
274
+ | No log | 89.2 | 446 | 0.5672 | 0.5445 | 0.5672 | 0.7531 |
275
+ | No log | 89.6 | 448 | 0.5616 | 0.5652 | 0.5616 | 0.7494 |
276
+ | No log | 90.0 | 450 | 0.5544 | 0.5619 | 0.5544 | 0.7446 |
277
+ | No log | 90.4 | 452 | 0.5456 | 0.5814 | 0.5456 | 0.7387 |
278
+ | No log | 90.8 | 454 | 0.5396 | 0.5814 | 0.5396 | 0.7346 |
279
+ | No log | 91.2 | 456 | 0.5371 | 0.5814 | 0.5371 | 0.7329 |
280
+ | No log | 91.6 | 458 | 0.5373 | 0.5814 | 0.5373 | 0.7330 |
281
+ | No log | 92.0 | 460 | 0.5387 | 0.5814 | 0.5387 | 0.7340 |
282
+ | No log | 92.4 | 462 | 0.5403 | 0.5814 | 0.5403 | 0.7351 |
283
+ | No log | 92.8 | 464 | 0.5415 | 0.5814 | 0.5415 | 0.7359 |
284
+ | No log | 93.2 | 466 | 0.5442 | 0.5814 | 0.5442 | 0.7377 |
285
+ | No log | 93.6 | 468 | 0.5458 | 0.5814 | 0.5458 | 0.7388 |
286
+ | No log | 94.0 | 470 | 0.5463 | 0.5814 | 0.5463 | 0.7391 |
287
+ | No log | 94.4 | 472 | 0.5437 | 0.5814 | 0.5437 | 0.7374 |
288
+ | No log | 94.8 | 474 | 0.5411 | 0.5814 | 0.5411 | 0.7356 |
289
+ | No log | 95.2 | 476 | 0.5402 | 0.5814 | 0.5402 | 0.7350 |
290
+ | No log | 95.6 | 478 | 0.5394 | 0.5814 | 0.5394 | 0.7344 |
291
+ | No log | 96.0 | 480 | 0.5382 | 0.5814 | 0.5382 | 0.7336 |
292
+ | No log | 96.4 | 482 | 0.5387 | 0.5814 | 0.5387 | 0.7340 |
293
+ | No log | 96.8 | 484 | 0.5398 | 0.5814 | 0.5398 | 0.7347 |
294
+ | No log | 97.2 | 486 | 0.5400 | 0.5814 | 0.5400 | 0.7348 |
295
+ | No log | 97.6 | 488 | 0.5407 | 0.5814 | 0.5407 | 0.7353 |
296
+ | No log | 98.0 | 490 | 0.5422 | 0.5814 | 0.5422 | 0.7363 |
297
+ | No log | 98.4 | 492 | 0.5434 | 0.5884 | 0.5434 | 0.7371 |
298
+ | No log | 98.8 | 494 | 0.5441 | 0.5884 | 0.5441 | 0.7376 |
299
+ | No log | 99.2 | 496 | 0.5445 | 0.5884 | 0.5445 | 0.7379 |
300
+ | No log | 99.6 | 498 | 0.5450 | 0.5884 | 0.5450 | 0.7383 |
301
+ | 0.224 | 100.0 | 500 | 0.5452 | 0.5884 | 0.5452 | 0.7384 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
302
 
303
 
304
  ### Framework versions