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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k14_task7_organization

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  1. README.md +261 -272
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k14_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k14_task7_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: 0.8747
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- - Qwk: 0.0694
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- - Mse: 0.8747
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- - Rmse: 0.9352
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  ## Model description
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@@ -49,272 +49,261 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0444 | 2 | 2.5545 | -0.0262 | 2.5545 | 1.5983 |
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- | No log | 0.0889 | 4 | 1.2755 | 0.0741 | 1.2755 | 1.1294 |
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- | No log | 0.1333 | 6 | 0.9567 | -0.0228 | 0.9567 | 0.9781 |
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- | No log | 0.1778 | 8 | 0.9502 | -0.0533 | 0.9502 | 0.9748 |
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- | No log | 0.2222 | 10 | 1.0603 | 0.0227 | 1.0603 | 1.0297 |
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- | No log | 0.2667 | 12 | 1.0678 | 0.0405 | 1.0678 | 1.0334 |
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- | No log | 0.3111 | 14 | 1.0490 | -0.1222 | 1.0490 | 1.0242 |
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- | No log | 0.3556 | 16 | 1.0001 | -0.0320 | 1.0001 | 1.0000 |
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- | No log | 0.4 | 18 | 1.0119 | 0.0203 | 1.0119 | 1.0059 |
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- | No log | 0.4444 | 20 | 0.9208 | 0.0522 | 0.9208 | 0.9596 |
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- | No log | 0.4889 | 22 | 0.8722 | 0.0078 | 0.8722 | 0.9339 |
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- | No log | 0.5333 | 24 | 0.8505 | 0.0078 | 0.8505 | 0.9222 |
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- | No log | 0.5778 | 26 | 0.8397 | 0.1221 | 0.8397 | 0.9163 |
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- | No log | 0.6222 | 28 | 0.8117 | 0.1051 | 0.8117 | 0.9009 |
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- | No log | 0.6667 | 30 | 0.8757 | 0.1586 | 0.8757 | 0.9358 |
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- | No log | 0.7111 | 32 | 0.9748 | 0.1328 | 0.9748 | 0.9873 |
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- | No log | 0.7556 | 34 | 0.9953 | 0.1328 | 0.9953 | 0.9976 |
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- | No log | 0.8 | 36 | 1.0097 | 0.1313 | 1.0097 | 1.0049 |
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- | No log | 0.8444 | 38 | 0.9800 | 0.0580 | 0.9800 | 0.9899 |
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- | No log | 0.8889 | 40 | 0.9014 | 0.1372 | 0.9014 | 0.9494 |
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- | No log | 0.9333 | 42 | 0.7923 | 0.0428 | 0.7923 | 0.8901 |
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- | No log | 0.9778 | 44 | 0.7572 | 0.0840 | 0.7572 | 0.8701 |
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- | No log | 1.0222 | 46 | 0.7501 | 0.1863 | 0.7501 | 0.8661 |
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- | No log | 1.0667 | 48 | 0.7510 | 0.1863 | 0.7510 | 0.8666 |
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- | No log | 1.1111 | 50 | 0.7653 | 0.1407 | 0.7653 | 0.8748 |
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- | No log | 1.1556 | 52 | 0.9087 | 0.1993 | 0.9087 | 0.9532 |
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- | No log | 1.2 | 54 | 1.3588 | 0.0347 | 1.3588 | 1.1657 |
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- | No log | 1.2444 | 56 | 1.4098 | -0.0474 | 1.4098 | 1.1873 |
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- | No log | 1.2889 | 58 | 1.2739 | 0.0319 | 1.2739 | 1.1287 |
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- | No log | 1.3333 | 60 | 1.0847 | 0.1882 | 1.0847 | 1.0415 |
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- | No log | 1.3778 | 62 | 0.9182 | 0.1770 | 0.9182 | 0.9582 |
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- | No log | 1.4222 | 64 | 0.8080 | 0.0937 | 0.8080 | 0.8989 |
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- | No log | 1.4667 | 66 | 0.7496 | 0.1372 | 0.7496 | 0.8658 |
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- | No log | 1.5111 | 68 | 0.7893 | 0.1358 | 0.7893 | 0.8884 |
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- | No log | 1.5556 | 70 | 0.9717 | 0.0651 | 0.9717 | 0.9858 |
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- | No log | 1.6 | 72 | 1.0628 | 0.1277 | 1.0628 | 1.0309 |
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- | No log | 1.6444 | 74 | 1.0263 | 0.0673 | 1.0263 | 1.0131 |
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- | No log | 1.6889 | 76 | 0.7822 | 0.1358 | 0.7822 | 0.8844 |
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- | No log | 1.7333 | 78 | 0.7582 | 0.0937 | 0.7582 | 0.8707 |
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- | No log | 1.7778 | 80 | 0.7724 | 0.1327 | 0.7724 | 0.8789 |
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- | No log | 1.8222 | 82 | 0.7922 | 0.0804 | 0.7922 | 0.8900 |
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- | No log | 1.8667 | 84 | 0.8059 | 0.0359 | 0.8059 | 0.8977 |
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- | No log | 1.9111 | 86 | 0.8339 | 0.0410 | 0.8339 | 0.9132 |
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- | No log | 1.9556 | 88 | 0.9609 | -0.0288 | 0.9609 | 0.9803 |
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- | No log | 2.0 | 90 | 1.1921 | 0.0111 | 1.1921 | 1.0918 |
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- | No log | 2.0444 | 92 | 1.2739 | -0.0574 | 1.2739 | 1.1287 |
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- | No log | 2.0889 | 94 | 1.2051 | 0.0126 | 1.2051 | 1.0978 |
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- | No log | 2.1333 | 96 | 1.0147 | -0.0741 | 1.0147 | 1.0073 |
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- | No log | 2.1778 | 98 | 0.8904 | -0.0426 | 0.8904 | 0.9436 |
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- | No log | 2.2222 | 100 | 0.8787 | -0.0426 | 0.8787 | 0.9374 |
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- | No log | 2.2667 | 102 | 0.8445 | -0.0426 | 0.8445 | 0.9190 |
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- | No log | 2.3111 | 104 | 0.8974 | -0.0741 | 0.8974 | 0.9473 |
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- | No log | 2.3556 | 106 | 1.1033 | 0.0673 | 1.1033 | 1.0504 |
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- | No log | 2.4 | 108 | 1.3006 | 0.0992 | 1.3006 | 1.1404 |
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- | No log | 2.4444 | 110 | 1.2333 | 0.0992 | 1.2333 | 1.1105 |
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- | No log | 2.4889 | 112 | 1.0141 | 0.1543 | 1.0141 | 1.0070 |
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- | No log | 2.5333 | 114 | 0.9165 | 0.0852 | 0.9165 | 0.9573 |
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- | No log | 2.5778 | 116 | 0.9524 | -0.0238 | 0.9524 | 0.9759 |
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- | No log | 2.6222 | 118 | 0.9724 | 0.0139 | 0.9724 | 0.9861 |
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- | No log | 2.6667 | 120 | 0.9934 | -0.0277 | 0.9934 | 0.9967 |
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- | No log | 2.7111 | 122 | 1.0062 | -0.0277 | 1.0062 | 1.0031 |
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- | No log | 2.7556 | 124 | 0.9658 | -0.0025 | 0.9658 | 0.9827 |
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- | No log | 2.8 | 126 | 0.9906 | 0.0124 | 0.9906 | 0.9953 |
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- | No log | 2.8444 | 128 | 1.0497 | 0.0722 | 1.0497 | 1.0246 |
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- | No log | 2.8889 | 130 | 1.0447 | 0.0156 | 1.0447 | 1.0221 |
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- | No log | 2.9333 | 132 | 1.1313 | 0.1156 | 1.1313 | 1.0636 |
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- | No log | 2.9778 | 134 | 1.3399 | 0.1165 | 1.3399 | 1.1576 |
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- | No log | 3.0222 | 136 | 1.2652 | 0.1423 | 1.2652 | 1.1248 |
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- | No log | 3.0667 | 138 | 1.0548 | 0.1299 | 1.0548 | 1.0270 |
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- | No log | 3.1111 | 140 | 1.0436 | 0.0619 | 1.0436 | 1.0216 |
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- | No log | 3.1556 | 142 | 1.0443 | 0.0643 | 1.0443 | 1.0219 |
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- | No log | 3.2 | 144 | 1.1124 | 0.1964 | 1.1124 | 1.0547 |
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- | No log | 3.2444 | 146 | 1.1416 | 0.2245 | 1.1416 | 1.0685 |
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- | No log | 3.2889 | 148 | 1.0292 | 0.1935 | 1.0292 | 1.0145 |
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- | No log | 3.3333 | 150 | 0.9850 | 0.0948 | 0.9850 | 0.9925 |
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- | No log | 3.3778 | 152 | 0.9836 | 0.0915 | 0.9836 | 0.9918 |
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- | No log | 3.4222 | 154 | 1.0224 | 0.1347 | 1.0224 | 1.0111 |
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- | No log | 3.4667 | 156 | 1.0161 | 0.0852 | 1.0161 | 1.0080 |
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- | No log | 3.5111 | 158 | 1.0367 | 0.0956 | 1.0367 | 1.0182 |
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- | No log | 3.5556 | 160 | 1.0226 | 0.0599 | 1.0226 | 1.0112 |
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- | No log | 3.6 | 162 | 1.0661 | 0.1391 | 1.0661 | 1.0325 |
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- | No log | 3.6444 | 164 | 1.1453 | 0.1712 | 1.1453 | 1.0702 |
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- | No log | 3.6889 | 166 | 1.1399 | 0.1214 | 1.1399 | 1.0677 |
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- | No log | 3.7333 | 168 | 1.0474 | 0.1066 | 1.0474 | 1.0234 |
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- | No log | 3.7778 | 170 | 1.0286 | 0.0343 | 1.0286 | 1.0142 |
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- | No log | 3.8222 | 172 | 1.0372 | 0.0367 | 1.0372 | 1.0184 |
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- | No log | 3.8667 | 174 | 1.0046 | 0.0300 | 1.0046 | 1.0023 |
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- | No log | 3.9111 | 176 | 0.9767 | 0.0210 | 0.9767 | 0.9883 |
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- | No log | 3.9556 | 178 | 0.9662 | 0.0541 | 0.9662 | 0.9829 |
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- | No log | 4.0 | 180 | 0.9220 | 0.0541 | 0.9220 | 0.9602 |
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- | No log | 4.0444 | 182 | 0.8905 | 0.0643 | 0.8905 | 0.9437 |
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- | No log | 4.0889 | 184 | 0.8784 | 0.1181 | 0.8784 | 0.9372 |
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- | No log | 4.1333 | 186 | 0.9288 | -0.0326 | 0.9288 | 0.9637 |
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- | No log | 4.1778 | 188 | 0.9307 | 0.0464 | 0.9307 | 0.9647 |
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- | No log | 4.2222 | 190 | 0.9012 | 0.1509 | 0.9012 | 0.9493 |
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- | No log | 4.2667 | 192 | 0.8920 | 0.2053 | 0.8920 | 0.9445 |
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- | No log | 4.3111 | 194 | 0.9326 | 0.2355 | 0.9326 | 0.9657 |
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- | No log | 4.3556 | 196 | 1.0294 | 0.2527 | 1.0294 | 1.0146 |
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- | No log | 4.4 | 198 | 1.0212 | 0.2501 | 1.0212 | 1.0105 |
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- | No log | 4.4444 | 200 | 0.9966 | 0.2229 | 0.9966 | 0.9983 |
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- | No log | 4.4889 | 202 | 1.0197 | 0.2201 | 1.0197 | 1.0098 |
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- | No log | 4.5333 | 204 | 0.9849 | 0.1992 | 0.9849 | 0.9924 |
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- | No log | 4.5778 | 206 | 0.9115 | 0.2332 | 0.9115 | 0.9547 |
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- | No log | 4.6222 | 208 | 0.9004 | 0.2332 | 0.9004 | 0.9489 |
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- | No log | 4.6667 | 210 | 0.8785 | 0.1277 | 0.8785 | 0.9373 |
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- | No log | 4.7111 | 212 | 0.8935 | 0.0502 | 0.8935 | 0.9452 |
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- | No log | 4.7556 | 214 | 0.8943 | 0.0502 | 0.8943 | 0.9457 |
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- | No log | 4.8 | 216 | 0.9011 | 0.0236 | 0.9011 | 0.9493 |
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- | No log | 4.8444 | 218 | 0.9321 | 0.0872 | 0.9321 | 0.9654 |
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- | No log | 4.8889 | 220 | 0.9693 | 0.0879 | 0.9693 | 0.9845 |
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- | No log | 4.9333 | 222 | 1.0253 | 0.1196 | 1.0253 | 1.0125 |
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- | No log | 4.9778 | 224 | 1.1183 | 0.0945 | 1.1183 | 1.0575 |
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- | No log | 5.0222 | 226 | 1.1084 | 0.0919 | 1.1084 | 1.0528 |
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- | No log | 5.0667 | 228 | 1.0260 | 0.1198 | 1.0260 | 1.0129 |
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- | No log | 5.1111 | 230 | 0.9926 | 0.1483 | 0.9926 | 0.9963 |
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- | No log | 5.1556 | 232 | 0.9943 | 0.0615 | 0.9943 | 0.9972 |
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- | No log | 5.2 | 234 | 0.9987 | 0.1161 | 0.9987 | 0.9993 |
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- | No log | 5.2444 | 236 | 0.9664 | 0.0447 | 0.9664 | 0.9831 |
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- | No log | 5.2889 | 238 | 0.9342 | 0.0210 | 0.9342 | 0.9665 |
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- | No log | 5.3333 | 240 | 0.9482 | 0.0186 | 0.9482 | 0.9737 |
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- | No log | 5.3778 | 242 | 0.9722 | -0.0453 | 0.9722 | 0.9860 |
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- | No log | 5.4222 | 244 | 1.0391 | 0.1745 | 1.0391 | 1.0193 |
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- | No log | 5.4667 | 246 | 1.0692 | 0.0578 | 1.0692 | 1.0340 |
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- | No log | 5.5111 | 248 | 1.0400 | -0.0656 | 1.0400 | 1.0198 |
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- | No log | 5.5556 | 250 | 1.0121 | 0.1352 | 1.0121 | 1.0060 |
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- | No log | 5.6 | 252 | 1.0336 | 0.2026 | 1.0336 | 1.0167 |
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- | No log | 5.6444 | 254 | 0.9674 | 0.1396 | 0.9674 | 0.9836 |
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- | No log | 5.6889 | 256 | 0.9133 | 0.1176 | 0.9133 | 0.9557 |
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- | No log | 5.7333 | 258 | 0.9086 | 0.1012 | 0.9086 | 0.9532 |
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- | No log | 5.7778 | 260 | 0.8980 | 0.0975 | 0.8980 | 0.9476 |
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- | No log | 5.8222 | 262 | 0.8937 | 0.1430 | 0.8937 | 0.9454 |
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- | No log | 5.8667 | 264 | 0.8792 | 0.1430 | 0.8792 | 0.9376 |
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- | No log | 5.9111 | 266 | 0.8649 | 0.1128 | 0.8649 | 0.9300 |
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- | No log | 5.9556 | 268 | 0.8883 | 0.0860 | 0.8883 | 0.9425 |
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- | No log | 6.0 | 270 | 0.9338 | 0.1544 | 0.9338 | 0.9663 |
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- | No log | 6.0444 | 272 | 0.9243 | 0.2104 | 0.9243 | 0.9614 |
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- | No log | 6.0889 | 274 | 0.8950 | 0.1021 | 0.8950 | 0.9460 |
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- | No log | 6.1333 | 276 | 0.9008 | 0.1493 | 0.9008 | 0.9491 |
190
- | No log | 6.1778 | 278 | 0.8864 | 0.1811 | 0.8864 | 0.9415 |
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- | No log | 6.2222 | 280 | 0.8863 | 0.1760 | 0.8863 | 0.9414 |
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- | No log | 6.2667 | 282 | 0.8612 | 0.1871 | 0.8612 | 0.9280 |
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- | No log | 6.3111 | 284 | 0.8454 | 0.2349 | 0.8454 | 0.9194 |
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- | No log | 6.3556 | 286 | 0.8976 | 0.1194 | 0.8976 | 0.9474 |
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- | No log | 6.4 | 288 | 0.9071 | 0.0934 | 0.9071 | 0.9524 |
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- | No log | 6.4444 | 290 | 0.8389 | 0.1996 | 0.8389 | 0.9159 |
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- | No log | 6.4889 | 292 | 0.8137 | 0.1379 | 0.8137 | 0.9021 |
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- | No log | 6.5333 | 294 | 0.8360 | 0.1011 | 0.8360 | 0.9143 |
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- | No log | 6.5778 | 296 | 0.8411 | 0.1379 | 0.8411 | 0.9171 |
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- | No log | 6.6222 | 298 | 0.8632 | 0.2034 | 0.8632 | 0.9291 |
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- | No log | 6.6667 | 300 | 0.8767 | 0.2034 | 0.8767 | 0.9363 |
202
- | No log | 6.7111 | 302 | 0.8780 | 0.1289 | 0.8780 | 0.9370 |
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- | No log | 6.7556 | 304 | 0.8899 | 0.0496 | 0.8899 | 0.9434 |
204
- | No log | 6.8 | 306 | 0.8577 | 0.1331 | 0.8577 | 0.9261 |
205
- | No log | 6.8444 | 308 | 0.8450 | 0.2456 | 0.8450 | 0.9192 |
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- | No log | 6.8889 | 310 | 0.8697 | 0.0537 | 0.8697 | 0.9326 |
207
- | No log | 6.9333 | 312 | 0.8561 | 0.0488 | 0.8561 | 0.9252 |
208
- | No log | 6.9778 | 314 | 0.8633 | -0.0443 | 0.8633 | 0.9291 |
209
- | No log | 7.0222 | 316 | 0.9216 | 0.0174 | 0.9216 | 0.9600 |
210
- | No log | 7.0667 | 318 | 0.9569 | 0.0473 | 0.9569 | 0.9782 |
211
- | No log | 7.1111 | 320 | 0.9322 | 0.0138 | 0.9322 | 0.9655 |
212
- | No log | 7.1556 | 322 | 0.9230 | 0.1091 | 0.9230 | 0.9607 |
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- | No log | 7.2 | 324 | 0.9471 | 0.1455 | 0.9471 | 0.9732 |
214
- | No log | 7.2444 | 326 | 0.9580 | 0.1015 | 0.9580 | 0.9788 |
215
- | No log | 7.2889 | 328 | 0.9686 | 0.0872 | 0.9686 | 0.9842 |
216
- | No log | 7.3333 | 330 | 0.9717 | 0.0839 | 0.9717 | 0.9858 |
217
- | No log | 7.3778 | 332 | 0.9642 | 0.0496 | 0.9642 | 0.9819 |
218
- | No log | 7.4222 | 334 | 0.9455 | 0.1289 | 0.9455 | 0.9724 |
219
- | No log | 7.4667 | 336 | 0.9542 | 0.0741 | 0.9542 | 0.9768 |
220
- | No log | 7.5111 | 338 | 0.9495 | 0.0779 | 0.9495 | 0.9744 |
221
- | No log | 7.5556 | 340 | 0.8988 | 0.0451 | 0.8988 | 0.9481 |
222
- | No log | 7.6 | 342 | 0.8716 | 0.0705 | 0.8716 | 0.9336 |
223
- | No log | 7.6444 | 344 | 0.8661 | -0.0138 | 0.8661 | 0.9307 |
224
- | No log | 7.6889 | 346 | 0.8522 | 0.0301 | 0.8522 | 0.9231 |
225
- | No log | 7.7333 | 348 | 0.8484 | 0.1172 | 0.8484 | 0.9211 |
226
- | No log | 7.7778 | 350 | 0.8606 | 0.1475 | 0.8606 | 0.9277 |
227
- | No log | 7.8222 | 352 | 0.8420 | 0.2118 | 0.8420 | 0.9176 |
228
- | No log | 7.8667 | 354 | 0.8052 | 0.1818 | 0.8052 | 0.8973 |
229
- | No log | 7.9111 | 356 | 0.7963 | 0.1051 | 0.7963 | 0.8923 |
230
- | No log | 7.9556 | 358 | 0.8026 | 0.1092 | 0.8026 | 0.8959 |
231
- | No log | 8.0 | 360 | 0.8489 | 0.1161 | 0.8489 | 0.9213 |
232
- | No log | 8.0444 | 362 | 0.9139 | 0.2133 | 0.9139 | 0.9560 |
233
- | No log | 8.0889 | 364 | 0.9225 | 0.2396 | 0.9225 | 0.9605 |
234
- | No log | 8.1333 | 366 | 0.8589 | 0.1996 | 0.8589 | 0.9267 |
235
- | No log | 8.1778 | 368 | 0.8595 | 0.1424 | 0.8595 | 0.9271 |
236
- | No log | 8.2222 | 370 | 0.8682 | 0.1715 | 0.8682 | 0.9318 |
237
- | No log | 8.2667 | 372 | 0.8534 | 0.1424 | 0.8534 | 0.9238 |
238
- | No log | 8.3111 | 374 | 0.8494 | 0.2366 | 0.8494 | 0.9217 |
239
- | No log | 8.3556 | 376 | 0.8668 | 0.1749 | 0.8668 | 0.9310 |
240
- | No log | 8.4 | 378 | 0.8594 | 0.1789 | 0.8594 | 0.9270 |
241
- | No log | 8.4444 | 380 | 0.8484 | 0.2456 | 0.8484 | 0.9211 |
242
- | No log | 8.4889 | 382 | 0.8630 | 0.2048 | 0.8630 | 0.9290 |
243
- | No log | 8.5333 | 384 | 0.8636 | 0.2048 | 0.8636 | 0.9293 |
244
- | No log | 8.5778 | 386 | 0.8526 | 0.2392 | 0.8526 | 0.9233 |
245
- | No log | 8.6222 | 388 | 0.8584 | 0.1918 | 0.8584 | 0.9265 |
246
- | No log | 8.6667 | 390 | 0.8494 | 0.1341 | 0.8494 | 0.9216 |
247
- | No log | 8.7111 | 392 | 0.8586 | 0.0755 | 0.8586 | 0.9266 |
248
- | No log | 8.7556 | 394 | 0.8927 | 0.2030 | 0.8927 | 0.9448 |
249
- | No log | 8.8 | 396 | 0.9493 | 0.1458 | 0.9493 | 0.9743 |
250
- | No log | 8.8444 | 398 | 0.9304 | 0.1756 | 0.9304 | 0.9646 |
251
- | No log | 8.8889 | 400 | 0.8834 | 0.1053 | 0.8834 | 0.9399 |
252
- | No log | 8.9333 | 402 | 0.8716 | 0.1649 | 0.8716 | 0.9336 |
253
- | No log | 8.9778 | 404 | 0.8771 | 0.2023 | 0.8771 | 0.9365 |
254
- | No log | 9.0222 | 406 | 0.8943 | 0.0687 | 0.8943 | 0.9457 |
255
- | No log | 9.0667 | 408 | 0.9230 | 0.0043 | 0.9230 | 0.9607 |
256
- | No log | 9.1111 | 410 | 0.9720 | -0.0222 | 0.9720 | 0.9859 |
257
- | No log | 9.1556 | 412 | 0.9934 | 0.0230 | 0.9934 | 0.9967 |
258
- | No log | 9.2 | 414 | 1.0067 | -0.0074 | 1.0067 | 1.0034 |
259
- | No log | 9.2444 | 416 | 0.9559 | -0.0601 | 0.9559 | 0.9777 |
260
- | No log | 9.2889 | 418 | 0.9256 | 0.0720 | 0.9256 | 0.9621 |
261
- | No log | 9.3333 | 420 | 0.9415 | -0.0042 | 0.9415 | 0.9703 |
262
- | No log | 9.3778 | 422 | 0.9513 | -0.0042 | 0.9513 | 0.9754 |
263
- | No log | 9.4222 | 424 | 0.9612 | 0.0741 | 0.9612 | 0.9804 |
264
- | No log | 9.4667 | 426 | 0.9684 | 0.0741 | 0.9684 | 0.9841 |
265
- | No log | 9.5111 | 428 | 0.9767 | 0.0106 | 0.9767 | 0.9883 |
266
- | No log | 9.5556 | 430 | 0.9671 | 0.0378 | 0.9671 | 0.9834 |
267
- | No log | 9.6 | 432 | 0.9729 | 0.0269 | 0.9729 | 0.9863 |
268
- | No log | 9.6444 | 434 | 0.9859 | 0.0906 | 0.9859 | 0.9929 |
269
- | No log | 9.6889 | 436 | 0.9922 | 0.1786 | 0.9922 | 0.9961 |
270
- | No log | 9.7333 | 438 | 0.9824 | 0.2009 | 0.9824 | 0.9911 |
271
- | No log | 9.7778 | 440 | 0.9407 | 0.0941 | 0.9407 | 0.9699 |
272
- | No log | 9.8222 | 442 | 0.9520 | -0.0272 | 0.9520 | 0.9757 |
273
- | No log | 9.8667 | 444 | 0.9633 | 0.0765 | 0.9633 | 0.9815 |
274
- | No log | 9.9111 | 446 | 0.9461 | 0.0765 | 0.9461 | 0.9727 |
275
- | No log | 9.9556 | 448 | 0.9052 | 0.0741 | 0.9052 | 0.9514 |
276
- | No log | 10.0 | 450 | 0.8764 | 0.0978 | 0.8764 | 0.9362 |
277
- | No log | 10.0444 | 452 | 0.8806 | 0.1548 | 0.8806 | 0.9384 |
278
- | No log | 10.0889 | 454 | 0.8704 | 0.1285 | 0.8704 | 0.9330 |
279
- | No log | 10.1333 | 456 | 0.8675 | 0.1019 | 0.8675 | 0.9314 |
280
- | No log | 10.1778 | 458 | 0.8625 | 0.0471 | 0.8625 | 0.9287 |
281
- | No log | 10.2222 | 460 | 0.8760 | 0.0890 | 0.8760 | 0.9360 |
282
- | No log | 10.2667 | 462 | 0.8866 | 0.1487 | 0.8866 | 0.9416 |
283
- | No log | 10.3111 | 464 | 0.8692 | 0.2310 | 0.8692 | 0.9323 |
284
- | No log | 10.3556 | 466 | 0.8440 | 0.1935 | 0.8440 | 0.9187 |
285
- | No log | 10.4 | 468 | 0.8402 | 0.2593 | 0.8402 | 0.9166 |
286
- | No log | 10.4444 | 470 | 0.8462 | 0.1806 | 0.8462 | 0.9199 |
287
- | No log | 10.4889 | 472 | 0.8594 | 0.1850 | 0.8594 | 0.9270 |
288
- | No log | 10.5333 | 474 | 0.8344 | 0.1953 | 0.8344 | 0.9135 |
289
- | No log | 10.5778 | 476 | 0.8067 | 0.1797 | 0.8067 | 0.8982 |
290
- | No log | 10.6222 | 478 | 0.8134 | 0.1873 | 0.8134 | 0.9019 |
291
- | No log | 10.6667 | 480 | 0.8179 | 0.1460 | 0.8179 | 0.9044 |
292
- | No log | 10.7111 | 482 | 0.7828 | 0.2741 | 0.7828 | 0.8848 |
293
- | No log | 10.7556 | 484 | 0.7592 | 0.3454 | 0.7592 | 0.8713 |
294
- | No log | 10.8 | 486 | 0.7509 | 0.3183 | 0.7509 | 0.8665 |
295
- | No log | 10.8444 | 488 | 0.7462 | 0.2170 | 0.7462 | 0.8638 |
296
- | No log | 10.8889 | 490 | 0.7763 | 0.2171 | 0.7763 | 0.8811 |
297
- | No log | 10.9333 | 492 | 0.8173 | 0.1290 | 0.8173 | 0.9040 |
298
- | No log | 10.9778 | 494 | 0.8154 | 0.1290 | 0.8154 | 0.9030 |
299
- | No log | 11.0222 | 496 | 0.8002 | 0.0898 | 0.8002 | 0.8945 |
300
- | No log | 11.0667 | 498 | 0.7787 | 0.0376 | 0.7787 | 0.8824 |
301
- | 0.3261 | 11.1111 | 500 | 0.7726 | 0.1440 | 0.7726 | 0.8790 |
302
- | 0.3261 | 11.1556 | 502 | 0.7878 | 0.2783 | 0.7878 | 0.8876 |
303
- | 0.3261 | 11.2 | 504 | 0.8142 | 0.2563 | 0.8142 | 0.9024 |
304
- | 0.3261 | 11.2444 | 506 | 0.8476 | 0.1919 | 0.8476 | 0.9206 |
305
- | 0.3261 | 11.2889 | 508 | 0.8604 | 0.1684 | 0.8604 | 0.9276 |
306
- | 0.3261 | 11.3333 | 510 | 0.8544 | 0.2023 | 0.8544 | 0.9243 |
307
- | 0.3261 | 11.3778 | 512 | 0.8497 | 0.1673 | 0.8497 | 0.9218 |
308
- | 0.3261 | 11.4222 | 514 | 0.8546 | 0.1132 | 0.8546 | 0.9245 |
309
- | 0.3261 | 11.4667 | 516 | 0.8615 | 0.0796 | 0.8615 | 0.9282 |
310
- | 0.3261 | 11.5111 | 518 | 0.8622 | 0.0377 | 0.8622 | 0.9286 |
311
- | 0.3261 | 11.5556 | 520 | 0.8736 | 0.0245 | 0.8736 | 0.9347 |
312
- | 0.3261 | 11.6 | 522 | 0.8911 | 0.1624 | 0.8911 | 0.9440 |
313
- | 0.3261 | 11.6444 | 524 | 0.8963 | 0.0933 | 0.8963 | 0.9467 |
314
- | 0.3261 | 11.6889 | 526 | 0.9034 | 0.0662 | 0.9034 | 0.9505 |
315
- | 0.3261 | 11.7333 | 528 | 0.9080 | 0.0741 | 0.9080 | 0.9529 |
316
- | 0.3261 | 11.7778 | 530 | 0.8931 | 0.0741 | 0.8931 | 0.9451 |
317
- | 0.3261 | 11.8222 | 532 | 0.8747 | 0.0694 | 0.8747 | 0.9352 |
318
 
319
 
320
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k13_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_usingALLEssays_FineTuningAraBERT_run1_AugV5_k13_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: 0.5017
19
+ - Qwk: 0.5591
20
+ - Mse: 0.5017
21
+ - Rmse: 0.7083
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0455 | 2 | 2.5957 | -0.0230 | 2.5957 | 1.6111 |
53
+ | No log | 0.0909 | 4 | 1.3124 | 0.0745 | 1.3124 | 1.1456 |
54
+ | No log | 0.1364 | 6 | 0.9584 | -0.0228 | 0.9584 | 0.9790 |
55
+ | No log | 0.1818 | 8 | 0.7845 | 0.0481 | 0.7845 | 0.8857 |
56
+ | No log | 0.2273 | 10 | 0.7016 | 0.0481 | 0.7016 | 0.8376 |
57
+ | No log | 0.2727 | 12 | 0.7205 | 0.1365 | 0.7205 | 0.8488 |
58
+ | No log | 0.3182 | 14 | 0.8193 | 0.2736 | 0.8193 | 0.9052 |
59
+ | No log | 0.3636 | 16 | 0.7242 | 0.2156 | 0.7242 | 0.8510 |
60
+ | No log | 0.4091 | 18 | 0.8111 | 0.3598 | 0.8111 | 0.9006 |
61
+ | No log | 0.4545 | 20 | 0.7386 | 0.3060 | 0.7386 | 0.8594 |
62
+ | No log | 0.5 | 22 | 0.6565 | 0.2808 | 0.6565 | 0.8103 |
63
+ | No log | 0.5455 | 24 | 0.6403 | 0.2206 | 0.6403 | 0.8002 |
64
+ | No log | 0.5909 | 26 | 0.7721 | 0.1007 | 0.7721 | 0.8787 |
65
+ | No log | 0.6364 | 28 | 0.7882 | 0.0 | 0.7882 | 0.8878 |
66
+ | No log | 0.6818 | 30 | 0.8345 | 0.0053 | 0.8345 | 0.9135 |
67
+ | No log | 0.7273 | 32 | 0.8237 | 0.0947 | 0.8237 | 0.9076 |
68
+ | No log | 0.7727 | 34 | 0.8258 | 0.2109 | 0.8258 | 0.9087 |
69
+ | No log | 0.8182 | 36 | 0.7491 | 0.1739 | 0.7491 | 0.8655 |
70
+ | No log | 0.8636 | 38 | 0.6643 | 0.1770 | 0.6643 | 0.8151 |
71
+ | No log | 0.9091 | 40 | 0.5996 | 0.1184 | 0.5996 | 0.7743 |
72
+ | No log | 0.9545 | 42 | 0.5930 | 0.3029 | 0.5930 | 0.7701 |
73
+ | No log | 1.0 | 44 | 0.5896 | 0.2955 | 0.5896 | 0.7678 |
74
+ | No log | 1.0455 | 46 | 0.6528 | 0.3071 | 0.6528 | 0.8080 |
75
+ | No log | 1.0909 | 48 | 0.8077 | 0.3094 | 0.8077 | 0.8987 |
76
+ | No log | 1.1364 | 50 | 0.7273 | 0.3417 | 0.7273 | 0.8528 |
77
+ | No log | 1.1818 | 52 | 0.6374 | 0.4083 | 0.6374 | 0.7984 |
78
+ | No log | 1.2273 | 54 | 0.6087 | 0.4322 | 0.6087 | 0.7802 |
79
+ | No log | 1.2727 | 56 | 0.7073 | 0.4258 | 0.7073 | 0.8410 |
80
+ | No log | 1.3182 | 58 | 0.7667 | 0.5146 | 0.7667 | 0.8756 |
81
+ | No log | 1.3636 | 60 | 0.6246 | 0.4351 | 0.6246 | 0.7903 |
82
+ | No log | 1.4091 | 62 | 0.5295 | 0.4857 | 0.5295 | 0.7277 |
83
+ | No log | 1.4545 | 64 | 0.5861 | 0.4260 | 0.5861 | 0.7655 |
84
+ | No log | 1.5 | 66 | 0.6499 | 0.4777 | 0.6499 | 0.8062 |
85
+ | No log | 1.5455 | 68 | 0.5800 | 0.4924 | 0.5800 | 0.7616 |
86
+ | No log | 1.5909 | 70 | 0.5838 | 0.5554 | 0.5838 | 0.7641 |
87
+ | No log | 1.6364 | 72 | 0.6375 | 0.5384 | 0.6375 | 0.7984 |
88
+ | No log | 1.6818 | 74 | 0.6249 | 0.3829 | 0.6249 | 0.7905 |
89
+ | No log | 1.7273 | 76 | 0.6232 | 0.2890 | 0.6232 | 0.7894 |
90
+ | No log | 1.7727 | 78 | 0.7433 | 0.3329 | 0.7433 | 0.8622 |
91
+ | No log | 1.8182 | 80 | 0.7184 | 0.2913 | 0.7184 | 0.8476 |
92
+ | No log | 1.8636 | 82 | 0.6707 | 0.1550 | 0.6707 | 0.8190 |
93
+ | No log | 1.9091 | 84 | 0.8313 | 0.1334 | 0.8313 | 0.9117 |
94
+ | No log | 1.9545 | 86 | 1.0809 | 0.3410 | 1.0809 | 1.0396 |
95
+ | No log | 2.0 | 88 | 1.0699 | 0.3760 | 1.0699 | 1.0344 |
96
+ | No log | 2.0455 | 90 | 0.8719 | 0.2942 | 0.8719 | 0.9337 |
97
+ | No log | 2.0909 | 92 | 0.7149 | 0.0481 | 0.7149 | 0.8455 |
98
+ | No log | 2.1364 | 94 | 0.6435 | 0.1508 | 0.6435 | 0.8022 |
99
+ | No log | 2.1818 | 96 | 0.6627 | 0.2817 | 0.6627 | 0.8141 |
100
+ | No log | 2.2273 | 98 | 0.6754 | 0.3637 | 0.6754 | 0.8218 |
101
+ | No log | 2.2727 | 100 | 0.6021 | 0.2285 | 0.6021 | 0.7759 |
102
+ | No log | 2.3182 | 102 | 0.6326 | 0.2041 | 0.6326 | 0.7954 |
103
+ | No log | 2.3636 | 104 | 0.7848 | 0.3230 | 0.7848 | 0.8859 |
104
+ | No log | 2.4091 | 106 | 0.8520 | 0.2958 | 0.8520 | 0.9230 |
105
+ | No log | 2.4545 | 108 | 0.7658 | 0.3697 | 0.7658 | 0.8751 |
106
+ | No log | 2.5 | 110 | 0.5996 | 0.4249 | 0.5996 | 0.7744 |
107
+ | No log | 2.5455 | 112 | 0.5612 | 0.4829 | 0.5612 | 0.7491 |
108
+ | No log | 2.5909 | 114 | 0.6392 | 0.4193 | 0.6392 | 0.7995 |
109
+ | No log | 2.6364 | 116 | 0.7990 | 0.3663 | 0.7990 | 0.8939 |
110
+ | No log | 2.6818 | 118 | 0.8609 | 0.3643 | 0.8609 | 0.9279 |
111
+ | No log | 2.7273 | 120 | 0.7652 | 0.3051 | 0.7652 | 0.8748 |
112
+ | No log | 2.7727 | 122 | 0.6118 | 0.3477 | 0.6118 | 0.7822 |
113
+ | No log | 2.8182 | 124 | 0.5552 | 0.3745 | 0.5552 | 0.7451 |
114
+ | No log | 2.8636 | 126 | 0.5326 | 0.3608 | 0.5326 | 0.7298 |
115
+ | No log | 2.9091 | 128 | 0.5432 | 0.3729 | 0.5432 | 0.7370 |
116
+ | No log | 2.9545 | 130 | 0.6733 | 0.4725 | 0.6733 | 0.8206 |
117
+ | No log | 3.0 | 132 | 0.7794 | 0.4195 | 0.7794 | 0.8828 |
118
+ | No log | 3.0455 | 134 | 0.6956 | 0.4921 | 0.6956 | 0.8340 |
119
+ | No log | 3.0909 | 136 | 0.5804 | 0.4825 | 0.5804 | 0.7618 |
120
+ | No log | 3.1364 | 138 | 0.5522 | 0.5230 | 0.5522 | 0.7431 |
121
+ | No log | 3.1818 | 140 | 0.5454 | 0.5422 | 0.5454 | 0.7385 |
122
+ | No log | 3.2273 | 142 | 0.5285 | 0.5611 | 0.5285 | 0.7270 |
123
+ | No log | 3.2727 | 144 | 0.5168 | 0.6183 | 0.5168 | 0.7189 |
124
+ | No log | 3.3182 | 146 | 0.5215 | 0.6198 | 0.5215 | 0.7222 |
125
+ | No log | 3.3636 | 148 | 0.5328 | 0.5184 | 0.5328 | 0.7299 |
126
+ | No log | 3.4091 | 150 | 0.5183 | 0.6222 | 0.5183 | 0.7199 |
127
+ | No log | 3.4545 | 152 | 0.5045 | 0.6267 | 0.5045 | 0.7103 |
128
+ | No log | 3.5 | 154 | 0.5058 | 0.6053 | 0.5058 | 0.7112 |
129
+ | No log | 3.5455 | 156 | 0.5639 | 0.5153 | 0.5639 | 0.7509 |
130
+ | No log | 3.5909 | 158 | 0.6026 | 0.4395 | 0.6026 | 0.7763 |
131
+ | No log | 3.6364 | 160 | 0.5294 | 0.4869 | 0.5294 | 0.7276 |
132
+ | No log | 3.6818 | 162 | 0.5214 | 0.4762 | 0.5214 | 0.7221 |
133
+ | No log | 3.7273 | 164 | 0.5146 | 0.5463 | 0.5146 | 0.7174 |
134
+ | No log | 3.7727 | 166 | 0.5266 | 0.5195 | 0.5266 | 0.7257 |
135
+ | No log | 3.8182 | 168 | 0.5402 | 0.5569 | 0.5402 | 0.7350 |
136
+ | No log | 3.8636 | 170 | 0.5301 | 0.5781 | 0.5301 | 0.7280 |
137
+ | No log | 3.9091 | 172 | 0.5447 | 0.5553 | 0.5447 | 0.7380 |
138
+ | No log | 3.9545 | 174 | 0.5885 | 0.5765 | 0.5885 | 0.7671 |
139
+ | No log | 4.0 | 176 | 0.6844 | 0.4719 | 0.6844 | 0.8273 |
140
+ | No log | 4.0455 | 178 | 0.5840 | 0.5436 | 0.5840 | 0.7642 |
141
+ | No log | 4.0909 | 180 | 0.5126 | 0.6034 | 0.5126 | 0.7160 |
142
+ | No log | 4.1364 | 182 | 0.5321 | 0.5273 | 0.5321 | 0.7295 |
143
+ | No log | 4.1818 | 184 | 0.5584 | 0.4933 | 0.5584 | 0.7473 |
144
+ | No log | 4.2273 | 186 | 0.5051 | 0.5190 | 0.5051 | 0.7107 |
145
+ | No log | 4.2727 | 188 | 0.6648 | 0.4687 | 0.6648 | 0.8153 |
146
+ | No log | 4.3182 | 190 | 0.7883 | 0.4133 | 0.7883 | 0.8879 |
147
+ | No log | 4.3636 | 192 | 0.6912 | 0.4161 | 0.6912 | 0.8314 |
148
+ | No log | 4.4091 | 194 | 0.5340 | 0.5904 | 0.5340 | 0.7308 |
149
+ | No log | 4.4545 | 196 | 0.5864 | 0.4218 | 0.5864 | 0.7658 |
150
+ | No log | 4.5 | 198 | 0.5953 | 0.4330 | 0.5953 | 0.7716 |
151
+ | No log | 4.5455 | 200 | 0.5545 | 0.4105 | 0.5545 | 0.7447 |
152
+ | No log | 4.5909 | 202 | 0.6574 | 0.4246 | 0.6574 | 0.8108 |
153
+ | No log | 4.6364 | 204 | 0.7022 | 0.3620 | 0.7022 | 0.8380 |
154
+ | No log | 4.6818 | 206 | 0.6200 | 0.3878 | 0.6200 | 0.7874 |
155
+ | No log | 4.7273 | 208 | 0.5426 | 0.4590 | 0.5426 | 0.7366 |
156
+ | No log | 4.7727 | 210 | 0.5296 | 0.5003 | 0.5296 | 0.7278 |
157
+ | No log | 4.8182 | 212 | 0.5182 | 0.4743 | 0.5182 | 0.7199 |
158
+ | No log | 4.8636 | 214 | 0.4931 | 0.5888 | 0.4931 | 0.7022 |
159
+ | No log | 4.9091 | 216 | 0.5525 | 0.5721 | 0.5525 | 0.7433 |
160
+ | No log | 4.9545 | 218 | 0.6094 | 0.5328 | 0.6094 | 0.7806 |
161
+ | No log | 5.0 | 220 | 0.5436 | 0.6104 | 0.5436 | 0.7373 |
162
+ | No log | 5.0455 | 222 | 0.4829 | 0.6326 | 0.4829 | 0.6949 |
163
+ | No log | 5.0909 | 224 | 0.4827 | 0.6796 | 0.4827 | 0.6947 |
164
+ | No log | 5.1364 | 226 | 0.4760 | 0.6494 | 0.4760 | 0.6899 |
165
+ | No log | 5.1818 | 228 | 0.5104 | 0.6104 | 0.5104 | 0.7144 |
166
+ | No log | 5.2273 | 230 | 0.4869 | 0.6427 | 0.4869 | 0.6977 |
167
+ | No log | 5.2727 | 232 | 0.4358 | 0.6747 | 0.4358 | 0.6602 |
168
+ | No log | 5.3182 | 234 | 0.4530 | 0.6201 | 0.4530 | 0.6731 |
169
+ | No log | 5.3636 | 236 | 0.4881 | 0.5560 | 0.4881 | 0.6987 |
170
+ | No log | 5.4091 | 238 | 0.4400 | 0.6339 | 0.4400 | 0.6633 |
171
+ | No log | 5.4545 | 240 | 0.4515 | 0.7245 | 0.4515 | 0.6719 |
172
+ | No log | 5.5 | 242 | 0.4874 | 0.6248 | 0.4874 | 0.6982 |
173
+ | No log | 5.5455 | 244 | 0.4530 | 0.7236 | 0.4530 | 0.6731 |
174
+ | No log | 5.5909 | 246 | 0.4564 | 0.5912 | 0.4564 | 0.6756 |
175
+ | No log | 5.6364 | 248 | 0.4906 | 0.5166 | 0.4906 | 0.7004 |
176
+ | No log | 5.6818 | 250 | 0.4674 | 0.5786 | 0.4674 | 0.6837 |
177
+ | No log | 5.7273 | 252 | 0.4608 | 0.5937 | 0.4608 | 0.6788 |
178
+ | No log | 5.7727 | 254 | 0.4560 | 0.6032 | 0.4560 | 0.6753 |
179
+ | No log | 5.8182 | 256 | 0.4731 | 0.5266 | 0.4731 | 0.6878 |
180
+ | No log | 5.8636 | 258 | 0.5184 | 0.5368 | 0.5184 | 0.7200 |
181
+ | No log | 5.9091 | 260 | 0.5204 | 0.5161 | 0.5204 | 0.7214 |
182
+ | No log | 5.9545 | 262 | 0.4641 | 0.6335 | 0.4641 | 0.6812 |
183
+ | No log | 6.0 | 264 | 0.4527 | 0.6184 | 0.4527 | 0.6728 |
184
+ | No log | 6.0455 | 266 | 0.4482 | 0.6060 | 0.4482 | 0.6695 |
185
+ | No log | 6.0909 | 268 | 0.4412 | 0.6269 | 0.4412 | 0.6642 |
186
+ | No log | 6.1364 | 270 | 0.5048 | 0.5794 | 0.5048 | 0.7105 |
187
+ | No log | 6.1818 | 272 | 0.6068 | 0.4878 | 0.6068 | 0.7790 |
188
+ | No log | 6.2273 | 274 | 0.5934 | 0.5228 | 0.5934 | 0.7703 |
189
+ | No log | 6.2727 | 276 | 0.4963 | 0.5195 | 0.4963 | 0.7045 |
190
+ | No log | 6.3182 | 278 | 0.4426 | 0.6439 | 0.4426 | 0.6653 |
191
+ | No log | 6.3636 | 280 | 0.4611 | 0.5184 | 0.4611 | 0.6791 |
192
+ | No log | 6.4091 | 282 | 0.4738 | 0.5184 | 0.4738 | 0.6884 |
193
+ | No log | 6.4545 | 284 | 0.4732 | 0.5272 | 0.4732 | 0.6879 |
194
+ | No log | 6.5 | 286 | 0.4608 | 0.6214 | 0.4608 | 0.6788 |
195
+ | No log | 6.5455 | 288 | 0.4628 | 0.6403 | 0.4628 | 0.6803 |
196
+ | No log | 6.5909 | 290 | 0.4796 | 0.5569 | 0.4796 | 0.6926 |
197
+ | No log | 6.6364 | 292 | 0.4810 | 0.5569 | 0.4810 | 0.6936 |
198
+ | No log | 6.6818 | 294 | 0.4629 | 0.6229 | 0.4629 | 0.6804 |
199
+ | No log | 6.7273 | 296 | 0.5031 | 0.6514 | 0.5031 | 0.7093 |
200
+ | No log | 6.7727 | 298 | 0.5784 | 0.4987 | 0.5784 | 0.7605 |
201
+ | No log | 6.8182 | 300 | 0.5471 | 0.5358 | 0.5471 | 0.7397 |
202
+ | No log | 6.8636 | 302 | 0.4775 | 0.6928 | 0.4775 | 0.6910 |
203
+ | No log | 6.9091 | 304 | 0.4733 | 0.6021 | 0.4733 | 0.6880 |
204
+ | No log | 6.9545 | 306 | 0.4646 | 0.5974 | 0.4646 | 0.6816 |
205
+ | No log | 7.0 | 308 | 0.4444 | 0.6530 | 0.4444 | 0.6666 |
206
+ | No log | 7.0455 | 310 | 0.4695 | 0.6317 | 0.4695 | 0.6852 |
207
+ | No log | 7.0909 | 312 | 0.4929 | 0.6127 | 0.4929 | 0.7021 |
208
+ | No log | 7.1364 | 314 | 0.4707 | 0.6210 | 0.4707 | 0.6860 |
209
+ | No log | 7.1818 | 316 | 0.4374 | 0.6967 | 0.4374 | 0.6614 |
210
+ | No log | 7.2273 | 318 | 0.4549 | 0.6032 | 0.4549 | 0.6745 |
211
+ | No log | 7.2727 | 320 | 0.4536 | 0.6032 | 0.4536 | 0.6735 |
212
+ | No log | 7.3182 | 322 | 0.4592 | 0.6158 | 0.4592 | 0.6776 |
213
+ | No log | 7.3636 | 324 | 0.4711 | 0.5816 | 0.4711 | 0.6863 |
214
+ | No log | 7.4091 | 326 | 0.4804 | 0.5671 | 0.4804 | 0.6931 |
215
+ | No log | 7.4545 | 328 | 0.4816 | 0.5003 | 0.4816 | 0.6940 |
216
+ | No log | 7.5 | 330 | 0.4944 | 0.5076 | 0.4944 | 0.7032 |
217
+ | No log | 7.5455 | 332 | 0.5016 | 0.4962 | 0.5016 | 0.7082 |
218
+ | No log | 7.5909 | 334 | 0.5093 | 0.5448 | 0.5093 | 0.7137 |
219
+ | No log | 7.6364 | 336 | 0.4776 | 0.4888 | 0.4776 | 0.6911 |
220
+ | No log | 7.6818 | 338 | 0.4608 | 0.5081 | 0.4608 | 0.6788 |
221
+ | No log | 7.7273 | 340 | 0.4491 | 0.6154 | 0.4491 | 0.6701 |
222
+ | No log | 7.7727 | 342 | 0.4465 | 0.6759 | 0.4465 | 0.6682 |
223
+ | No log | 7.8182 | 344 | 0.4636 | 0.6601 | 0.4636 | 0.6808 |
224
+ | No log | 7.8636 | 346 | 0.5139 | 0.5657 | 0.5139 | 0.7169 |
225
+ | No log | 7.9091 | 348 | 0.5600 | 0.5161 | 0.5600 | 0.7483 |
226
+ | No log | 7.9545 | 350 | 0.5571 | 0.5161 | 0.5571 | 0.7464 |
227
+ | No log | 8.0 | 352 | 0.5142 | 0.5356 | 0.5142 | 0.7171 |
228
+ | No log | 8.0455 | 354 | 0.5147 | 0.4981 | 0.5147 | 0.7175 |
229
+ | No log | 8.0909 | 356 | 0.5267 | 0.5189 | 0.5267 | 0.7257 |
230
+ | No log | 8.1364 | 358 | 0.5104 | 0.5430 | 0.5104 | 0.7144 |
231
+ | No log | 8.1818 | 360 | 0.4844 | 0.6242 | 0.4844 | 0.6960 |
232
+ | No log | 8.2273 | 362 | 0.5284 | 0.5569 | 0.5284 | 0.7269 |
233
+ | No log | 8.2727 | 364 | 0.5259 | 0.5779 | 0.5259 | 0.7252 |
234
+ | No log | 8.3182 | 366 | 0.5278 | 0.5584 | 0.5278 | 0.7265 |
235
+ | No log | 8.3636 | 368 | 0.5224 | 0.5733 | 0.5224 | 0.7228 |
236
+ | No log | 8.4091 | 370 | 0.5248 | 0.5244 | 0.5248 | 0.7244 |
237
+ | No log | 8.4545 | 372 | 0.5442 | 0.5244 | 0.5442 | 0.7377 |
238
+ | No log | 8.5 | 374 | 0.5605 | 0.5189 | 0.5605 | 0.7487 |
239
+ | No log | 8.5455 | 376 | 0.5602 | 0.5334 | 0.5602 | 0.7484 |
240
+ | No log | 8.5909 | 378 | 0.5238 | 0.5657 | 0.5238 | 0.7237 |
241
+ | No log | 8.6364 | 380 | 0.5110 | 0.5983 | 0.5110 | 0.7148 |
242
+ | No log | 8.6818 | 382 | 0.5606 | 0.5552 | 0.5606 | 0.7487 |
243
+ | No log | 8.7273 | 384 | 0.5431 | 0.5945 | 0.5431 | 0.7369 |
244
+ | No log | 8.7727 | 386 | 0.4779 | 0.6130 | 0.4779 | 0.6913 |
245
+ | No log | 8.8182 | 388 | 0.4491 | 0.6158 | 0.4491 | 0.6701 |
246
+ | No log | 8.8636 | 390 | 0.4569 | 0.6018 | 0.4569 | 0.6759 |
247
+ | No log | 8.9091 | 392 | 0.4601 | 0.5289 | 0.4601 | 0.6783 |
248
+ | No log | 8.9545 | 394 | 0.4483 | 0.6010 | 0.4483 | 0.6695 |
249
+ | No log | 9.0 | 396 | 0.4507 | 0.5815 | 0.4507 | 0.6713 |
250
+ | No log | 9.0455 | 398 | 0.4809 | 0.5178 | 0.4809 | 0.6935 |
251
+ | No log | 9.0909 | 400 | 0.4867 | 0.5110 | 0.4867 | 0.6976 |
252
+ | No log | 9.1364 | 402 | 0.4593 | 0.6087 | 0.4593 | 0.6777 |
253
+ | No log | 9.1818 | 404 | 0.4562 | 0.5725 | 0.4562 | 0.6754 |
254
+ | No log | 9.2273 | 406 | 0.4615 | 0.5586 | 0.4615 | 0.6794 |
255
+ | No log | 9.2727 | 408 | 0.5081 | 0.5848 | 0.5081 | 0.7128 |
256
+ | No log | 9.3182 | 410 | 0.6538 | 0.4601 | 0.6538 | 0.8086 |
257
+ | No log | 9.3636 | 412 | 0.7210 | 0.4321 | 0.7210 | 0.8491 |
258
+ | No log | 9.4091 | 414 | 0.6326 | 0.4961 | 0.6326 | 0.7954 |
259
+ | No log | 9.4545 | 416 | 0.4944 | 0.5918 | 0.4944 | 0.7031 |
260
+ | No log | 9.5 | 418 | 0.4516 | 0.5749 | 0.4516 | 0.6720 |
261
+ | No log | 9.5455 | 420 | 0.4977 | 0.5468 | 0.4977 | 0.7055 |
262
+ | No log | 9.5909 | 422 | 0.4897 | 0.5560 | 0.4897 | 0.6998 |
263
+ | No log | 9.6364 | 424 | 0.4496 | 0.6228 | 0.4496 | 0.6705 |
264
+ | No log | 9.6818 | 426 | 0.4322 | 0.6541 | 0.4322 | 0.6574 |
265
+ | No log | 9.7273 | 428 | 0.4421 | 0.5867 | 0.4421 | 0.6649 |
266
+ | No log | 9.7727 | 430 | 0.4411 | 0.5867 | 0.4411 | 0.6641 |
267
+ | No log | 9.8182 | 432 | 0.4569 | 0.6365 | 0.4569 | 0.6759 |
268
+ | No log | 9.8636 | 434 | 0.4902 | 0.6344 | 0.4902 | 0.7001 |
269
+ | No log | 9.9091 | 436 | 0.4621 | 0.6348 | 0.4621 | 0.6798 |
270
+ | No log | 9.9545 | 438 | 0.4338 | 0.5953 | 0.4338 | 0.6586 |
271
+ | No log | 10.0 | 440 | 0.4641 | 0.6127 | 0.4641 | 0.6813 |
272
+ | No log | 10.0455 | 442 | 0.4700 | 0.6127 | 0.4700 | 0.6856 |
273
+ | No log | 10.0909 | 444 | 0.4328 | 0.5999 | 0.4328 | 0.6579 |
274
+ | No log | 10.1364 | 446 | 0.3965 | 0.6942 | 0.3965 | 0.6297 |
275
+ | No log | 10.1818 | 448 | 0.3958 | 0.7044 | 0.3958 | 0.6291 |
276
+ | No log | 10.2273 | 450 | 0.3960 | 0.7248 | 0.3960 | 0.6293 |
277
+ | No log | 10.2727 | 452 | 0.3981 | 0.7154 | 0.3981 | 0.6310 |
278
+ | No log | 10.3182 | 454 | 0.4330 | 0.6210 | 0.4330 | 0.6580 |
279
+ | No log | 10.3636 | 456 | 0.5045 | 0.6181 | 0.5045 | 0.7103 |
280
+ | No log | 10.4091 | 458 | 0.5005 | 0.6181 | 0.5005 | 0.7074 |
281
+ | No log | 10.4545 | 460 | 0.4383 | 0.6210 | 0.4383 | 0.6620 |
282
+ | No log | 10.5 | 462 | 0.4086 | 0.7133 | 0.4086 | 0.6392 |
283
+ | No log | 10.5455 | 464 | 0.4136 | 0.6931 | 0.4136 | 0.6432 |
284
+ | No log | 10.5909 | 466 | 0.4117 | 0.6712 | 0.4117 | 0.6416 |
285
+ | No log | 10.6364 | 468 | 0.4013 | 0.7217 | 0.4013 | 0.6335 |
286
+ | No log | 10.6818 | 470 | 0.4263 | 0.6295 | 0.4263 | 0.6529 |
287
+ | No log | 10.7273 | 472 | 0.4662 | 0.6330 | 0.4662 | 0.6828 |
288
+ | No log | 10.7727 | 474 | 0.5013 | 0.5983 | 0.5013 | 0.7080 |
289
+ | No log | 10.8182 | 476 | 0.4621 | 0.6442 | 0.4621 | 0.6798 |
290
+ | No log | 10.8636 | 478 | 0.4044 | 0.5999 | 0.4044 | 0.6359 |
291
+ | No log | 10.9091 | 480 | 0.3887 | 0.6477 | 0.3887 | 0.6235 |
292
+ | No log | 10.9545 | 482 | 0.3859 | 0.6477 | 0.3859 | 0.6212 |
293
+ | No log | 11.0 | 484 | 0.4138 | 0.6210 | 0.4138 | 0.6433 |
294
+ | No log | 11.0455 | 486 | 0.4999 | 0.5922 | 0.4999 | 0.7070 |
295
+ | No log | 11.0909 | 488 | 0.5229 | 0.5735 | 0.5229 | 0.7232 |
296
+ | No log | 11.1364 | 490 | 0.4740 | 0.5657 | 0.4740 | 0.6885 |
297
+ | No log | 11.1818 | 492 | 0.4084 | 0.6082 | 0.4084 | 0.6391 |
298
+ | No log | 11.2273 | 494 | 0.3836 | 0.7161 | 0.3836 | 0.6193 |
299
+ | No log | 11.2727 | 496 | 0.4003 | 0.6517 | 0.4003 | 0.6327 |
300
+ | No log | 11.3182 | 498 | 0.4085 | 0.7154 | 0.4085 | 0.6391 |
301
+ | 0.3236 | 11.3636 | 500 | 0.4101 | 0.6566 | 0.4101 | 0.6404 |
302
+ | 0.3236 | 11.4091 | 502 | 0.4380 | 0.6101 | 0.4380 | 0.6618 |
303
+ | 0.3236 | 11.4545 | 504 | 0.4395 | 0.6491 | 0.4395 | 0.6629 |
304
+ | 0.3236 | 11.5 | 506 | 0.4148 | 0.6479 | 0.4148 | 0.6440 |
305
+ | 0.3236 | 11.5455 | 508 | 0.4540 | 0.6271 | 0.4540 | 0.6738 |
306
+ | 0.3236 | 11.5909 | 510 | 0.5017 | 0.5591 | 0.5017 | 0.7083 |
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
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