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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k7_task7_organization

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Training in progress, step 500

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  1. README.md +321 -320
  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_run3_AugV5_k7_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_run3_AugV5_k7_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: 0.6970
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- - Qwk: 0.2073
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- - Mse: 0.6970
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- - Rmse: 0.8349
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  ## Model description
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@@ -49,320 +49,321 @@ 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 | 0.0909 | 2 | 2.5361 | -0.0262 | 2.5361 | 1.5925 |
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- | No log | 0.1818 | 4 | 1.2938 | 0.0987 | 1.2938 | 1.1375 |
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- | No log | 0.2727 | 6 | 1.0836 | -0.0970 | 1.0836 | 1.0410 |
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- | No log | 0.3636 | 8 | 0.9605 | -0.0622 | 0.9605 | 0.9800 |
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- | No log | 0.4545 | 10 | 0.9355 | -0.0741 | 0.9355 | 0.9672 |
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- | No log | 0.5455 | 12 | 0.8518 | -0.0373 | 0.8518 | 0.9230 |
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- | No log | 0.6364 | 14 | 0.7785 | 0.0410 | 0.7785 | 0.8823 |
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- | No log | 0.7273 | 16 | 0.7692 | 0.1786 | 0.7692 | 0.8771 |
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- | No log | 0.8182 | 18 | 0.8736 | 0.2066 | 0.8736 | 0.9347 |
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- | No log | 0.9091 | 20 | 0.8507 | 0.2109 | 0.8507 | 0.9223 |
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- | No log | 1.0 | 22 | 0.7944 | 0.0905 | 0.7944 | 0.8913 |
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- | No log | 1.0909 | 24 | 0.7910 | 0.1321 | 0.7910 | 0.8894 |
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- | No log | 1.1818 | 26 | 0.8221 | 0.0361 | 0.8221 | 0.9067 |
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- | No log | 1.2727 | 28 | 0.8216 | 0.0313 | 0.8216 | 0.9064 |
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- | No log | 1.3636 | 30 | 0.7395 | 0.0393 | 0.7395 | 0.8600 |
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- | No log | 1.4545 | 32 | 0.7069 | 0.1277 | 0.7069 | 0.8408 |
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- | No log | 1.5455 | 34 | 0.8483 | 0.2642 | 0.8483 | 0.9210 |
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- | No log | 1.6364 | 36 | 0.9828 | 0.2394 | 0.9828 | 0.9914 |
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- | No log | 1.7273 | 38 | 0.8698 | 0.2331 | 0.8698 | 0.9326 |
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- | No log | 1.8182 | 40 | 0.7384 | 0.1372 | 0.7384 | 0.8593 |
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- | No log | 1.9091 | 42 | 0.6760 | 0.0889 | 0.6760 | 0.8222 |
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- | No log | 2.0 | 44 | 0.6701 | 0.0393 | 0.6701 | 0.8186 |
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- | No log | 2.0909 | 46 | 0.6715 | 0.1277 | 0.6715 | 0.8194 |
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- | No log | 2.1818 | 48 | 0.6626 | 0.1687 | 0.6626 | 0.8140 |
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- | No log | 2.2727 | 50 | 0.6939 | 0.1310 | 0.6939 | 0.8330 |
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- | No log | 2.3636 | 52 | 0.7811 | 0.2008 | 0.7811 | 0.8838 |
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- | No log | 2.4545 | 54 | 0.7850 | 0.2331 | 0.7850 | 0.8860 |
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- | No log | 2.5455 | 56 | 0.7421 | 0.2316 | 0.7421 | 0.8614 |
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- | No log | 2.6364 | 58 | 0.7068 | 0.2170 | 0.7068 | 0.8407 |
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- | No log | 2.7273 | 60 | 0.8778 | 0.1598 | 0.8778 | 0.9369 |
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- | No log | 2.8182 | 62 | 0.9442 | 0.1222 | 0.9442 | 0.9717 |
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- | No log | 2.9091 | 64 | 0.8643 | 0.1648 | 0.8643 | 0.9297 |
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- | No log | 3.0 | 66 | 0.8191 | 0.1972 | 0.8191 | 0.9050 |
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- | No log | 3.0909 | 68 | 0.7886 | 0.0618 | 0.7886 | 0.8880 |
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- | No log | 3.1818 | 70 | 0.7978 | 0.0255 | 0.7978 | 0.8932 |
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- | No log | 3.2727 | 72 | 0.8104 | 0.0255 | 0.8104 | 0.9002 |
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- | No log | 3.3636 | 74 | 0.8541 | 0.0720 | 0.8541 | 0.9242 |
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- | No log | 3.4545 | 76 | 0.9083 | 0.1597 | 0.9083 | 0.9530 |
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- | No log | 3.5455 | 78 | 0.9942 | 0.1958 | 0.9942 | 0.9971 |
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- | No log | 3.6364 | 80 | 1.2005 | 0.0024 | 1.2005 | 1.0957 |
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- | No log | 3.7273 | 82 | 1.1712 | 0.0503 | 1.1712 | 1.0822 |
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- | No log | 3.8182 | 84 | 1.0831 | 0.2285 | 1.0831 | 1.0407 |
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- | No log | 3.9091 | 86 | 0.9975 | 0.3510 | 0.9975 | 0.9988 |
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- | No log | 4.0 | 88 | 0.8556 | 0.1741 | 0.8556 | 0.9250 |
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- | No log | 4.0909 | 90 | 0.8847 | 0.2283 | 0.8847 | 0.9406 |
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- | No log | 4.1818 | 92 | 0.9268 | 0.2045 | 0.9268 | 0.9627 |
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- | No log | 4.2727 | 94 | 0.8284 | 0.0208 | 0.8284 | 0.9102 |
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- | No log | 4.3636 | 96 | 0.7884 | 0.0846 | 0.7884 | 0.8879 |
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- | No log | 4.4545 | 98 | 0.8406 | 0.0944 | 0.8406 | 0.9168 |
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- | No log | 4.5455 | 100 | 0.8236 | 0.1315 | 0.8236 | 0.9075 |
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- | No log | 4.6364 | 102 | 0.8219 | 0.0618 | 0.8219 | 0.9066 |
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- | No log | 4.7273 | 104 | 0.8555 | 0.0933 | 0.8555 | 0.9249 |
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- | No log | 4.8182 | 106 | 0.8837 | 0.1741 | 0.8837 | 0.9401 |
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- | No log | 4.9091 | 108 | 0.9884 | 0.2705 | 0.9884 | 0.9942 |
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- | No log | 5.0 | 110 | 0.9939 | 0.2705 | 0.9939 | 0.9969 |
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- | No log | 5.0909 | 112 | 0.9497 | 0.2193 | 0.9497 | 0.9745 |
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- | No log | 5.1818 | 114 | 0.9449 | 0.2193 | 0.9449 | 0.9721 |
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- | No log | 5.2727 | 116 | 0.9151 | 0.1597 | 0.9151 | 0.9566 |
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- | No log | 5.3636 | 118 | 0.9021 | 0.1998 | 0.9021 | 0.9498 |
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- | No log | 5.4545 | 120 | 0.9146 | 0.0898 | 0.9146 | 0.9564 |
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- | No log | 5.5455 | 122 | 0.9042 | 0.0898 | 0.9042 | 0.9509 |
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- | No log | 5.6364 | 124 | 0.8661 | 0.0444 | 0.8661 | 0.9307 |
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- | No log | 5.7273 | 126 | 0.8065 | 0.0804 | 0.8065 | 0.8980 |
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- | No log | 5.8182 | 128 | 0.7764 | 0.1184 | 0.7764 | 0.8812 |
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- | No log | 5.9091 | 130 | 0.7835 | 0.1996 | 0.7835 | 0.8852 |
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- | No log | 6.0 | 132 | 0.7360 | 0.2280 | 0.7360 | 0.8579 |
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- | No log | 6.0909 | 134 | 0.7190 | 0.1829 | 0.7190 | 0.8479 |
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- | No log | 6.1818 | 136 | 0.7259 | 0.3229 | 0.7259 | 0.8520 |
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- | No log | 6.2727 | 138 | 0.7032 | 0.1393 | 0.7032 | 0.8386 |
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- | No log | 6.3636 | 140 | 0.7367 | 0.2950 | 0.7367 | 0.8583 |
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- | No log | 6.4545 | 142 | 0.7736 | 0.2817 | 0.7736 | 0.8795 |
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- | No log | 6.5455 | 144 | 0.7286 | 0.2345 | 0.7286 | 0.8536 |
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- | No log | 6.6364 | 146 | 0.7314 | 0.1813 | 0.7314 | 0.8552 |
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- | No log | 6.7273 | 148 | 0.7253 | 0.1386 | 0.7253 | 0.8516 |
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- | No log | 6.8182 | 150 | 0.7018 | 0.2748 | 0.7018 | 0.8377 |
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- | No log | 6.9091 | 152 | 0.7037 | 0.2683 | 0.7037 | 0.8389 |
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- | No log | 7.0 | 154 | 0.7149 | 0.3556 | 0.7149 | 0.8455 |
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- | No log | 7.0909 | 156 | 0.7329 | 0.3762 | 0.7329 | 0.8561 |
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- | No log | 7.1818 | 158 | 0.7730 | 0.3920 | 0.7730 | 0.8792 |
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- | No log | 7.2727 | 160 | 0.7386 | 0.3492 | 0.7386 | 0.8594 |
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- | No log | 7.3636 | 162 | 0.8057 | 0.2780 | 0.8057 | 0.8976 |
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- | No log | 7.4545 | 164 | 0.7909 | 0.3078 | 0.7909 | 0.8894 |
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- | No log | 7.5455 | 166 | 0.7440 | 0.3325 | 0.7440 | 0.8625 |
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- | No log | 7.6364 | 168 | 0.8064 | 0.3183 | 0.8064 | 0.8980 |
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- | No log | 7.7273 | 170 | 0.7994 | 0.2193 | 0.7994 | 0.8941 |
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- | No log | 7.8182 | 172 | 0.7096 | 0.3006 | 0.7096 | 0.8424 |
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- | No log | 7.9091 | 174 | 0.7491 | 0.3227 | 0.7491 | 0.8655 |
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- | No log | 8.0 | 176 | 0.7361 | 0.3227 | 0.7361 | 0.8579 |
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- | No log | 8.0909 | 178 | 0.6875 | 0.2741 | 0.6875 | 0.8292 |
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- | No log | 8.1818 | 180 | 0.6839 | 0.2105 | 0.6839 | 0.8270 |
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- | No log | 8.2727 | 182 | 0.7054 | 0.3097 | 0.7054 | 0.8399 |
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- | No log | 8.3636 | 184 | 0.6992 | 0.3425 | 0.6992 | 0.8362 |
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- | No log | 8.4545 | 186 | 0.6742 | 0.3336 | 0.6742 | 0.8211 |
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- | No log | 8.5455 | 188 | 0.6725 | 0.3336 | 0.6725 | 0.8200 |
146
- | No log | 8.6364 | 190 | 0.6817 | 0.3417 | 0.6817 | 0.8257 |
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- | No log | 8.7273 | 192 | 0.7206 | 0.2862 | 0.7206 | 0.8489 |
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- | No log | 8.8182 | 194 | 0.6993 | 0.2424 | 0.6993 | 0.8363 |
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- | No log | 8.9091 | 196 | 0.7384 | 0.1353 | 0.7384 | 0.8593 |
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- | No log | 9.0 | 198 | 0.7528 | 0.0888 | 0.7528 | 0.8677 |
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- | No log | 9.0909 | 200 | 0.7123 | 0.2379 | 0.7123 | 0.8440 |
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- | No log | 9.1818 | 202 | 0.6926 | 0.1710 | 0.6926 | 0.8322 |
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- | No log | 9.2727 | 204 | 0.6888 | 0.1737 | 0.6888 | 0.8300 |
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- | No log | 9.3636 | 206 | 0.6923 | 0.1448 | 0.6923 | 0.8320 |
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- | No log | 9.4545 | 208 | 0.6990 | 0.1093 | 0.6990 | 0.8361 |
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- | No log | 9.5455 | 210 | 0.7655 | 0.2926 | 0.7655 | 0.8749 |
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- | No log | 9.6364 | 212 | 0.9205 | 0.2728 | 0.9205 | 0.9594 |
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- | No log | 9.7273 | 214 | 0.9786 | 0.2928 | 0.9786 | 0.9892 |
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- | No log | 9.8182 | 216 | 0.8295 | 0.3002 | 0.8295 | 0.9107 |
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- | No log | 9.9091 | 218 | 0.6780 | 0.2023 | 0.6780 | 0.8234 |
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- | No log | 10.0 | 220 | 0.7013 | 0.2407 | 0.7013 | 0.8375 |
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- | No log | 10.0909 | 222 | 0.6921 | 0.2407 | 0.6921 | 0.8319 |
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- | No log | 10.1818 | 224 | 0.6853 | 0.1737 | 0.6853 | 0.8278 |
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- | No log | 10.2727 | 226 | 0.6947 | 0.1051 | 0.6947 | 0.8335 |
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- | No log | 10.3636 | 228 | 0.6851 | 0.1710 | 0.6851 | 0.8277 |
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- | No log | 10.4545 | 230 | 0.6866 | 0.2441 | 0.6866 | 0.8286 |
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- | No log | 10.5455 | 232 | 0.6970 | 0.2027 | 0.6970 | 0.8348 |
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- | No log | 10.6364 | 234 | 0.6760 | 0.2441 | 0.6760 | 0.8222 |
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- | No log | 10.7273 | 236 | 0.7046 | 0.2548 | 0.7046 | 0.8394 |
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- | No log | 10.8182 | 238 | 0.8178 | 0.2945 | 0.8178 | 0.9043 |
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- | No log | 10.9091 | 240 | 0.8175 | 0.3373 | 0.8175 | 0.9042 |
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- | No log | 11.0 | 242 | 0.7780 | 0.3653 | 0.7780 | 0.8820 |
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- | No log | 11.0909 | 244 | 0.7262 | 0.3762 | 0.7262 | 0.8521 |
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- | No log | 11.1818 | 246 | 0.6971 | 0.3556 | 0.6971 | 0.8349 |
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- | No log | 11.2727 | 248 | 0.6985 | 0.3577 | 0.6985 | 0.8358 |
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- | No log | 11.3636 | 250 | 0.7031 | 0.3398 | 0.7031 | 0.8385 |
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- | No log | 11.4545 | 252 | 0.7051 | 0.3702 | 0.7051 | 0.8397 |
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- | No log | 11.5455 | 254 | 0.7043 | 0.3081 | 0.7043 | 0.8392 |
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- | No log | 11.6364 | 256 | 0.6998 | 0.2783 | 0.6998 | 0.8365 |
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- | No log | 11.7273 | 258 | 0.7075 | 0.1797 | 0.7075 | 0.8411 |
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- | No log | 11.8182 | 260 | 0.7727 | 0.2674 | 0.7727 | 0.8790 |
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- | No log | 11.9091 | 262 | 0.8595 | 0.2736 | 0.8595 | 0.9271 |
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- | No log | 12.0 | 264 | 0.8992 | 0.2642 | 0.8992 | 0.9483 |
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- | No log | 12.0909 | 266 | 0.8961 | 0.2875 | 0.8961 | 0.9466 |
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- | No log | 12.1818 | 268 | 0.7934 | 0.2109 | 0.7934 | 0.8907 |
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- | No log | 12.2727 | 270 | 0.6921 | 0.1790 | 0.6921 | 0.8319 |
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- | No log | 12.3636 | 272 | 0.6970 | 0.2621 | 0.6970 | 0.8349 |
188
- | No log | 12.4545 | 274 | 0.6962 | 0.2621 | 0.6962 | 0.8344 |
189
- | No log | 12.5455 | 276 | 0.6861 | 0.3738 | 0.6861 | 0.8283 |
190
- | No log | 12.6364 | 278 | 0.8132 | 0.3364 | 0.8132 | 0.9018 |
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- | No log | 12.7273 | 280 | 0.7711 | 0.3523 | 0.7711 | 0.8781 |
192
- | No log | 12.8182 | 282 | 0.6946 | 0.3149 | 0.6946 | 0.8334 |
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- | No log | 12.9091 | 284 | 0.7399 | 0.3688 | 0.7399 | 0.8602 |
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- | No log | 13.0 | 286 | 0.7598 | 0.3399 | 0.7598 | 0.8717 |
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- | No log | 13.0909 | 288 | 0.7174 | 0.2913 | 0.7174 | 0.8470 |
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- | No log | 13.1818 | 290 | 0.6929 | 0.3149 | 0.6929 | 0.8324 |
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- | No log | 13.2727 | 292 | 0.8236 | 0.3367 | 0.8236 | 0.9075 |
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- | No log | 13.3636 | 294 | 0.8123 | 0.3367 | 0.8123 | 0.9013 |
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- | No log | 13.4545 | 296 | 0.6985 | 0.3982 | 0.6985 | 0.8358 |
200
- | No log | 13.5455 | 298 | 0.6618 | 0.2379 | 0.6618 | 0.8135 |
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- | No log | 13.6364 | 300 | 0.7206 | 0.2285 | 0.7206 | 0.8489 |
202
- | No log | 13.7273 | 302 | 0.7078 | 0.1972 | 0.7078 | 0.8413 |
203
- | No log | 13.8182 | 304 | 0.6694 | 0.2027 | 0.6694 | 0.8181 |
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- | No log | 13.9091 | 306 | 0.6383 | 0.3041 | 0.6383 | 0.7989 |
205
- | No log | 14.0 | 308 | 0.6558 | 0.4262 | 0.6558 | 0.8098 |
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- | No log | 14.0909 | 310 | 0.6797 | 0.4118 | 0.6797 | 0.8244 |
207
- | No log | 14.1818 | 312 | 0.6616 | 0.3859 | 0.6616 | 0.8134 |
208
- | No log | 14.2727 | 314 | 0.6359 | 0.3398 | 0.6359 | 0.7974 |
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- | No log | 14.3636 | 316 | 0.6338 | 0.3081 | 0.6338 | 0.7961 |
210
- | No log | 14.4545 | 318 | 0.6437 | 0.3649 | 0.6437 | 0.8023 |
211
- | No log | 14.5455 | 320 | 0.6426 | 0.3296 | 0.6426 | 0.8016 |
212
- | No log | 14.6364 | 322 | 0.6431 | 0.4217 | 0.6431 | 0.8019 |
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- | No log | 14.7273 | 324 | 0.6475 | 0.3835 | 0.6475 | 0.8047 |
214
- | No log | 14.8182 | 326 | 0.6573 | 0.3324 | 0.6573 | 0.8107 |
215
- | No log | 14.9091 | 328 | 0.6704 | 0.2981 | 0.6704 | 0.8188 |
216
- | No log | 15.0 | 330 | 0.6648 | 0.2685 | 0.6648 | 0.8154 |
217
- | No log | 15.0909 | 332 | 0.6635 | 0.3781 | 0.6635 | 0.8145 |
218
- | No log | 15.1818 | 334 | 0.6894 | 0.3118 | 0.6894 | 0.8303 |
219
- | No log | 15.2727 | 336 | 0.6901 | 0.2955 | 0.6901 | 0.8307 |
220
- | No log | 15.3636 | 338 | 0.6981 | 0.1699 | 0.6981 | 0.8356 |
221
- | No log | 15.4545 | 340 | 0.7087 | 0.1699 | 0.7087 | 0.8418 |
222
- | No log | 15.5455 | 342 | 0.7053 | 0.1699 | 0.7053 | 0.8398 |
223
- | No log | 15.6364 | 344 | 0.7089 | 0.1648 | 0.7089 | 0.8419 |
224
- | No log | 15.7273 | 346 | 0.6910 | 0.2063 | 0.6910 | 0.8312 |
225
- | No log | 15.8182 | 348 | 0.6837 | 0.2413 | 0.6837 | 0.8269 |
226
- | No log | 15.9091 | 350 | 0.6779 | 0.2413 | 0.6779 | 0.8233 |
227
- | No log | 16.0 | 352 | 0.6716 | 0.2413 | 0.6716 | 0.8195 |
228
- | No log | 16.0909 | 354 | 0.6728 | 0.2413 | 0.6728 | 0.8203 |
229
- | No log | 16.1818 | 356 | 0.6788 | 0.2413 | 0.6788 | 0.8239 |
230
- | No log | 16.2727 | 358 | 0.6923 | 0.2413 | 0.6923 | 0.8320 |
231
- | No log | 16.3636 | 360 | 0.6906 | 0.2413 | 0.6906 | 0.8310 |
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- | No log | 16.4545 | 362 | 0.7035 | 0.2424 | 0.7035 | 0.8387 |
233
- | No log | 16.5455 | 364 | 0.8082 | 0.2817 | 0.8082 | 0.8990 |
234
- | No log | 16.6364 | 366 | 0.8405 | 0.2202 | 0.8405 | 0.9168 |
235
- | No log | 16.7273 | 368 | 0.7911 | 0.2732 | 0.7911 | 0.8894 |
236
- | No log | 16.8182 | 370 | 0.7283 | 0.3153 | 0.7283 | 0.8534 |
237
- | No log | 16.9091 | 372 | 0.7214 | 0.3878 | 0.7214 | 0.8493 |
238
- | No log | 17.0 | 374 | 0.7326 | 0.3191 | 0.7326 | 0.8559 |
239
- | No log | 17.0909 | 376 | 0.7882 | 0.3593 | 0.7882 | 0.8878 |
240
- | No log | 17.1818 | 378 | 0.9146 | 0.2803 | 0.9146 | 0.9563 |
241
- | No log | 17.2727 | 380 | 0.8160 | 0.3718 | 0.8160 | 0.9033 |
242
- | No log | 17.3636 | 382 | 0.6761 | 0.3489 | 0.6761 | 0.8223 |
243
- | No log | 17.4545 | 384 | 0.6593 | 0.2641 | 0.6593 | 0.8120 |
244
- | No log | 17.5455 | 386 | 0.6635 | 0.2308 | 0.6635 | 0.8145 |
245
- | No log | 17.6364 | 388 | 0.6653 | 0.2443 | 0.6653 | 0.8157 |
246
- | No log | 17.7273 | 390 | 0.6799 | 0.3745 | 0.6799 | 0.8246 |
247
- | No log | 17.8182 | 392 | 0.6667 | 0.4026 | 0.6667 | 0.8165 |
248
- | No log | 17.9091 | 394 | 0.6514 | 0.3585 | 0.6514 | 0.8071 |
249
- | No log | 18.0 | 396 | 0.6261 | 0.3580 | 0.6261 | 0.7913 |
250
- | No log | 18.0909 | 398 | 0.6204 | 0.3481 | 0.6204 | 0.7876 |
251
- | No log | 18.1818 | 400 | 0.6419 | 0.3632 | 0.6419 | 0.8012 |
252
- | No log | 18.2727 | 402 | 0.6557 | 0.3399 | 0.6557 | 0.8098 |
253
- | No log | 18.3636 | 404 | 0.6329 | 0.3860 | 0.6329 | 0.7955 |
254
- | No log | 18.4545 | 406 | 0.6142 | 0.2852 | 0.6142 | 0.7837 |
255
- | No log | 18.5455 | 408 | 0.6188 | 0.2413 | 0.6188 | 0.7866 |
256
- | No log | 18.6364 | 410 | 0.6358 | 0.2713 | 0.6358 | 0.7974 |
257
- | No log | 18.7273 | 412 | 0.6967 | 0.1744 | 0.6967 | 0.8347 |
258
- | No log | 18.8182 | 414 | 0.7604 | 0.2109 | 0.7604 | 0.8720 |
259
- | No log | 18.9091 | 416 | 0.7561 | 0.2087 | 0.7561 | 0.8695 |
260
- | No log | 19.0 | 418 | 0.7002 | 0.2459 | 0.7002 | 0.8368 |
261
- | No log | 19.0909 | 420 | 0.6356 | 0.3416 | 0.6356 | 0.7973 |
262
- | No log | 19.1818 | 422 | 0.6246 | 0.2063 | 0.6246 | 0.7903 |
263
- | No log | 19.2727 | 424 | 0.6253 | 0.2748 | 0.6253 | 0.7907 |
264
- | No log | 19.3636 | 426 | 0.6250 | 0.3070 | 0.6250 | 0.7906 |
265
- | No log | 19.4545 | 428 | 0.6551 | 0.3462 | 0.6551 | 0.8094 |
266
- | No log | 19.5455 | 430 | 0.6722 | 0.3097 | 0.6722 | 0.8199 |
267
- | No log | 19.6364 | 432 | 0.6320 | 0.3158 | 0.6320 | 0.7950 |
268
- | No log | 19.7273 | 434 | 0.6194 | 0.2145 | 0.6194 | 0.7870 |
269
- | No log | 19.8182 | 436 | 0.6353 | 0.1699 | 0.6353 | 0.7971 |
270
- | No log | 19.9091 | 438 | 0.6354 | 0.1807 | 0.6354 | 0.7971 |
271
- | No log | 20.0 | 440 | 0.6471 | 0.2063 | 0.6471 | 0.8044 |
272
- | No log | 20.0909 | 442 | 0.6707 | 0.1786 | 0.6707 | 0.8189 |
273
- | No log | 20.1818 | 444 | 0.6720 | 0.1754 | 0.6720 | 0.8198 |
274
- | No log | 20.2727 | 446 | 0.6450 | 0.3169 | 0.6450 | 0.8031 |
275
- | No log | 20.3636 | 448 | 0.6226 | 0.2852 | 0.6226 | 0.7890 |
276
- | No log | 20.4545 | 450 | 0.6337 | 0.2413 | 0.6337 | 0.7961 |
277
- | No log | 20.5455 | 452 | 0.6356 | 0.2413 | 0.6356 | 0.7972 |
278
- | No log | 20.6364 | 454 | 0.6302 | 0.3183 | 0.6302 | 0.7938 |
279
- | No log | 20.7273 | 456 | 0.6456 | 0.3509 | 0.6456 | 0.8035 |
280
- | No log | 20.8182 | 458 | 0.6630 | 0.2940 | 0.6630 | 0.8142 |
281
- | No log | 20.9091 | 460 | 0.6828 | 0.3201 | 0.6828 | 0.8263 |
282
- | No log | 21.0 | 462 | 0.6996 | 0.2885 | 0.6996 | 0.8364 |
283
- | No log | 21.0909 | 464 | 0.7234 | 0.2459 | 0.7234 | 0.8505 |
284
- | No log | 21.1818 | 466 | 0.7261 | 0.2430 | 0.7261 | 0.8521 |
285
- | No log | 21.2727 | 468 | 0.6884 | 0.2095 | 0.6884 | 0.8297 |
286
- | No log | 21.3636 | 470 | 0.6654 | 0.2676 | 0.6654 | 0.8157 |
287
- | No log | 21.4545 | 472 | 0.6570 | 0.2852 | 0.6570 | 0.8105 |
288
- | No log | 21.5455 | 474 | 0.6531 | 0.2852 | 0.6531 | 0.8082 |
289
- | No log | 21.6364 | 476 | 0.6642 | 0.2819 | 0.6642 | 0.8150 |
290
- | No log | 21.7273 | 478 | 0.6618 | 0.2819 | 0.6618 | 0.8135 |
291
- | No log | 21.8182 | 480 | 0.6549 | 0.3060 | 0.6549 | 0.8092 |
292
- | No log | 21.9091 | 482 | 0.6701 | 0.3607 | 0.6701 | 0.8186 |
293
- | No log | 22.0 | 484 | 0.6974 | 0.3632 | 0.6974 | 0.8351 |
294
- | No log | 22.0909 | 486 | 0.7016 | 0.3443 | 0.7016 | 0.8376 |
295
- | No log | 22.1818 | 488 | 0.7012 | 0.3215 | 0.7012 | 0.8374 |
296
- | No log | 22.2727 | 490 | 0.6756 | 0.3243 | 0.6756 | 0.8219 |
297
- | No log | 22.3636 | 492 | 0.6567 | 0.2852 | 0.6567 | 0.8104 |
298
- | No log | 22.4545 | 494 | 0.6681 | 0.2819 | 0.6681 | 0.8173 |
299
- | No log | 22.5455 | 496 | 0.6900 | 0.2652 | 0.6900 | 0.8306 |
300
- | No log | 22.6364 | 498 | 0.6830 | 0.2471 | 0.6830 | 0.8264 |
301
- | 0.2605 | 22.7273 | 500 | 0.6700 | 0.2471 | 0.6700 | 0.8185 |
302
- | 0.2605 | 22.8182 | 502 | 0.6657 | 0.2206 | 0.6657 | 0.8159 |
303
- | 0.2605 | 22.9091 | 504 | 0.6672 | 0.3029 | 0.6672 | 0.8168 |
304
- | 0.2605 | 23.0 | 506 | 0.6838 | 0.3718 | 0.6838 | 0.8269 |
305
- | 0.2605 | 23.0909 | 508 | 0.6996 | 0.3125 | 0.6996 | 0.8364 |
306
- | 0.2605 | 23.1818 | 510 | 0.7032 | 0.2424 | 0.7032 | 0.8386 |
307
- | 0.2605 | 23.2727 | 512 | 0.6856 | 0.2857 | 0.6856 | 0.8280 |
308
- | 0.2605 | 23.3636 | 514 | 0.6551 | 0.2676 | 0.6551 | 0.8094 |
309
- | 0.2605 | 23.4545 | 516 | 0.6497 | 0.2027 | 0.6497 | 0.8060 |
310
- | 0.2605 | 23.5455 | 518 | 0.6833 | 0.3594 | 0.6833 | 0.8266 |
311
- | 0.2605 | 23.6364 | 520 | 0.7296 | 0.4479 | 0.7296 | 0.8542 |
312
- | 0.2605 | 23.7273 | 522 | 0.7284 | 0.4479 | 0.7284 | 0.8535 |
313
- | 0.2605 | 23.8182 | 524 | 0.6792 | 0.3594 | 0.6792 | 0.8241 |
314
- | 0.2605 | 23.9091 | 526 | 0.6354 | 0.3341 | 0.6354 | 0.7971 |
315
- | 0.2605 | 24.0 | 528 | 0.6476 | 0.2777 | 0.6476 | 0.8048 |
316
- | 0.2605 | 24.0909 | 530 | 0.7158 | 0.2926 | 0.7158 | 0.8460 |
317
- | 0.2605 | 24.1818 | 532 | 0.7271 | 0.2642 | 0.7271 | 0.8527 |
318
- | 0.2605 | 24.2727 | 534 | 0.6878 | 0.2548 | 0.6878 | 0.8294 |
319
- | 0.2605 | 24.3636 | 536 | 0.6735 | 0.2987 | 0.6735 | 0.8207 |
320
- | 0.2605 | 24.4545 | 538 | 0.6654 | 0.1903 | 0.6654 | 0.8157 |
321
- | 0.2605 | 24.5455 | 540 | 0.6669 | 0.2181 | 0.6669 | 0.8166 |
322
- | 0.2605 | 24.6364 | 542 | 0.6878 | 0.3020 | 0.6878 | 0.8293 |
323
- | 0.2605 | 24.7273 | 544 | 0.7065 | 0.3594 | 0.7065 | 0.8405 |
324
- | 0.2605 | 24.8182 | 546 | 0.6936 | 0.3594 | 0.6936 | 0.8329 |
325
- | 0.2605 | 24.9091 | 548 | 0.6645 | 0.2685 | 0.6645 | 0.8152 |
326
- | 0.2605 | 25.0 | 550 | 0.6709 | 0.2574 | 0.6709 | 0.8191 |
327
- | 0.2605 | 25.0909 | 552 | 0.6841 | 0.3229 | 0.6841 | 0.8271 |
328
- | 0.2605 | 25.1818 | 554 | 0.6961 | 0.3215 | 0.6961 | 0.8343 |
329
- | 0.2605 | 25.2727 | 556 | 0.6722 | 0.3509 | 0.6722 | 0.8199 |
330
- | 0.2605 | 25.3636 | 558 | 0.6516 | 0.3781 | 0.6516 | 0.8072 |
331
- | 0.2605 | 25.4545 | 560 | 0.6515 | 0.3754 | 0.6515 | 0.8072 |
332
- | 0.2605 | 25.5455 | 562 | 0.6560 | 0.3445 | 0.6560 | 0.8099 |
333
- | 0.2605 | 25.6364 | 564 | 0.6647 | 0.2506 | 0.6647 | 0.8153 |
334
- | 0.2605 | 25.7273 | 566 | 0.6748 | 0.3289 | 0.6748 | 0.8215 |
335
- | 0.2605 | 25.8182 | 568 | 0.6883 | 0.2642 | 0.6883 | 0.8297 |
336
- | 0.2605 | 25.9091 | 570 | 0.6910 | 0.3169 | 0.6910 | 0.8313 |
337
- | 0.2605 | 26.0 | 572 | 0.6768 | 0.3690 | 0.6768 | 0.8227 |
338
- | 0.2605 | 26.0909 | 574 | 0.6623 | 0.3834 | 0.6623 | 0.8138 |
339
- | 0.2605 | 26.1818 | 576 | 0.6302 | 0.3474 | 0.6302 | 0.7939 |
340
- | 0.2605 | 26.2727 | 578 | 0.6252 | 0.2652 | 0.6252 | 0.7907 |
341
- | 0.2605 | 26.3636 | 580 | 0.6341 | 0.3312 | 0.6341 | 0.7963 |
342
- | 0.2605 | 26.4545 | 582 | 0.6378 | 0.3312 | 0.6378 | 0.7986 |
343
- | 0.2605 | 26.5455 | 584 | 0.6299 | 0.2027 | 0.6299 | 0.7936 |
344
- | 0.2605 | 26.6364 | 586 | 0.6353 | 0.2852 | 0.6353 | 0.7971 |
345
- | 0.2605 | 26.7273 | 588 | 0.6517 | 0.3974 | 0.6517 | 0.8073 |
346
- | 0.2605 | 26.8182 | 590 | 0.6662 | 0.4092 | 0.6662 | 0.8162 |
347
- | 0.2605 | 26.9091 | 592 | 0.6479 | 0.4186 | 0.6479 | 0.8049 |
348
- | 0.2605 | 27.0 | 594 | 0.6332 | 0.4077 | 0.6332 | 0.7957 |
349
- | 0.2605 | 27.0909 | 596 | 0.6226 | 0.3153 | 0.6226 | 0.7890 |
350
- | 0.2605 | 27.1818 | 598 | 0.6379 | 0.3312 | 0.6379 | 0.7987 |
351
- | 0.2605 | 27.2727 | 600 | 0.6537 | 0.3312 | 0.6537 | 0.8085 |
352
- | 0.2605 | 27.3636 | 602 | 0.6386 | 0.3312 | 0.6386 | 0.7991 |
353
- | 0.2605 | 27.4545 | 604 | 0.6144 | 0.3166 | 0.6144 | 0.7838 |
354
- | 0.2605 | 27.5455 | 606 | 0.6181 | 0.3633 | 0.6181 | 0.7862 |
355
- | 0.2605 | 27.6364 | 608 | 0.6439 | 0.3942 | 0.6439 | 0.8024 |
356
- | 0.2605 | 27.7273 | 610 | 0.6622 | 0.3258 | 0.6622 | 0.8137 |
357
- | 0.2605 | 27.8182 | 612 | 0.6413 | 0.3536 | 0.6413 | 0.8008 |
358
- | 0.2605 | 27.9091 | 614 | 0.6210 | 0.2852 | 0.6210 | 0.7881 |
359
- | 0.2605 | 28.0 | 616 | 0.6300 | 0.3081 | 0.6300 | 0.7937 |
360
- | 0.2605 | 28.0909 | 618 | 0.6356 | 0.2751 | 0.6356 | 0.7973 |
361
- | 0.2605 | 28.1818 | 620 | 0.6439 | 0.2407 | 0.6439 | 0.8025 |
362
- | 0.2605 | 28.2727 | 622 | 0.6524 | 0.1050 | 0.6524 | 0.8077 |
363
- | 0.2605 | 28.3636 | 624 | 0.6686 | 0.1646 | 0.6686 | 0.8177 |
364
- | 0.2605 | 28.4545 | 626 | 0.6925 | 0.1315 | 0.6925 | 0.8322 |
365
- | 0.2605 | 28.5455 | 628 | 0.6970 | 0.2073 | 0.6970 | 0.8349 |
 
366
 
367
 
368
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k6_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_run3_AugV5_k6_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: 0.6596
19
+ - Qwk: 0.3127
20
+ - Mse: 0.6596
21
+ - Rmse: 0.8121
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0909 | 2 | 2.5477 | -0.0788 | 2.5477 | 1.5962 |
53
+ | No log | 0.1818 | 4 | 1.2307 | 0.1248 | 1.2307 | 1.1094 |
54
+ | No log | 0.2727 | 6 | 0.9706 | -0.1015 | 0.9706 | 0.9852 |
55
+ | No log | 0.3636 | 8 | 1.0685 | 0.0826 | 1.0685 | 1.0337 |
56
+ | No log | 0.4545 | 10 | 1.2310 | 0.1001 | 1.2310 | 1.1095 |
57
+ | No log | 0.5455 | 12 | 1.1653 | 0.1557 | 1.1653 | 1.0795 |
58
+ | No log | 0.6364 | 14 | 0.9111 | 0.2119 | 0.9111 | 0.9545 |
59
+ | No log | 0.7273 | 16 | 0.8574 | 0.1259 | 0.8574 | 0.9260 |
60
+ | No log | 0.8182 | 18 | 1.1939 | 0.0169 | 1.1939 | 1.0926 |
61
+ | No log | 0.9091 | 20 | 1.3093 | 0.1000 | 1.3093 | 1.1442 |
62
+ | No log | 1.0 | 22 | 1.0600 | 0.1882 | 1.0600 | 1.0296 |
63
+ | No log | 1.0909 | 24 | 0.8411 | 0.1365 | 0.8411 | 0.9171 |
64
+ | No log | 1.1818 | 26 | 0.7808 | 0.0 | 0.7808 | 0.8836 |
65
+ | No log | 1.2727 | 28 | 0.7803 | 0.0 | 0.7803 | 0.8833 |
66
+ | No log | 1.3636 | 30 | 0.7837 | 0.0428 | 0.7837 | 0.8853 |
67
+ | No log | 1.4545 | 32 | 0.7934 | 0.2046 | 0.7934 | 0.8907 |
68
+ | No log | 1.5455 | 34 | 0.7879 | 0.0428 | 0.7879 | 0.8876 |
69
+ | No log | 1.6364 | 36 | 0.7854 | 0.0 | 0.7854 | 0.8863 |
70
+ | No log | 1.7273 | 38 | 0.7687 | 0.0 | 0.7687 | 0.8768 |
71
+ | No log | 1.8182 | 40 | 0.7604 | 0.0 | 0.7604 | 0.8720 |
72
+ | No log | 1.9091 | 42 | 0.7777 | 0.0 | 0.7777 | 0.8819 |
73
+ | No log | 2.0 | 44 | 0.8207 | 0.0 | 0.8207 | 0.9059 |
74
+ | No log | 2.0909 | 46 | 0.7981 | 0.0937 | 0.7981 | 0.8934 |
75
+ | No log | 2.1818 | 48 | 0.8087 | 0.2087 | 0.8087 | 0.8993 |
76
+ | No log | 2.2727 | 50 | 0.7550 | 0.0053 | 0.7550 | 0.8689 |
77
+ | No log | 2.3636 | 52 | 0.7027 | 0.0481 | 0.7027 | 0.8383 |
78
+ | No log | 2.4545 | 54 | 0.7090 | 0.0509 | 0.7090 | 0.8420 |
79
+ | No log | 2.5455 | 56 | 0.7323 | 0.1358 | 0.7323 | 0.8558 |
80
+ | No log | 2.6364 | 58 | 0.7117 | 0.1998 | 0.7117 | 0.8436 |
81
+ | No log | 2.7273 | 60 | 0.6985 | 0.1228 | 0.6985 | 0.8358 |
82
+ | No log | 2.8182 | 62 | 0.7047 | 0.1228 | 0.7047 | 0.8395 |
83
+ | No log | 2.9091 | 64 | 0.7210 | 0.1673 | 0.7210 | 0.8491 |
84
+ | No log | 3.0 | 66 | 0.7773 | 0.1334 | 0.7773 | 0.8817 |
85
+ | No log | 3.0909 | 68 | 0.7235 | 0.1310 | 0.7235 | 0.8506 |
86
+ | No log | 3.1818 | 70 | 0.6706 | 0.0697 | 0.6706 | 0.8189 |
87
+ | No log | 3.2727 | 72 | 0.7097 | 0.2243 | 0.7097 | 0.8424 |
88
+ | No log | 3.3636 | 74 | 0.7717 | 0.0 | 0.7717 | 0.8785 |
89
+ | No log | 3.4545 | 76 | 0.7455 | 0.0816 | 0.7455 | 0.8634 |
90
+ | No log | 3.5455 | 78 | 0.7552 | 0.1739 | 0.7552 | 0.8690 |
91
+ | No log | 3.6364 | 80 | 0.7641 | 0.1739 | 0.7641 | 0.8741 |
92
+ | No log | 3.7273 | 82 | 0.7854 | 0.2408 | 0.7854 | 0.8862 |
93
+ | No log | 3.8182 | 84 | 0.8067 | 0.2046 | 0.8067 | 0.8982 |
94
+ | No log | 3.9091 | 86 | 0.7719 | 0.2066 | 0.7719 | 0.8786 |
95
+ | No log | 4.0 | 88 | 0.7516 | 0.2341 | 0.7516 | 0.8669 |
96
+ | No log | 4.0909 | 90 | 0.7322 | 0.0822 | 0.7322 | 0.8557 |
97
+ | No log | 4.1818 | 92 | 0.7186 | 0.1181 | 0.7186 | 0.8477 |
98
+ | No log | 4.2727 | 94 | 0.7376 | -0.0026 | 0.7376 | 0.8588 |
99
+ | No log | 4.3636 | 96 | 0.6482 | 0.3105 | 0.6482 | 0.8051 |
100
+ | No log | 4.4545 | 98 | 0.6139 | 0.2748 | 0.6139 | 0.7835 |
101
+ | No log | 4.5455 | 100 | 0.6304 | 0.1277 | 0.6304 | 0.7940 |
102
+ | No log | 4.6364 | 102 | 0.7277 | 0.1328 | 0.7277 | 0.8531 |
103
+ | No log | 4.7273 | 104 | 0.8915 | 0.0977 | 0.8915 | 0.9442 |
104
+ | No log | 4.8182 | 106 | 0.9051 | 0.0342 | 0.9051 | 0.9514 |
105
+ | No log | 4.9091 | 108 | 0.7825 | 0.1873 | 0.7825 | 0.8846 |
106
+ | No log | 5.0 | 110 | 0.7287 | 0.2857 | 0.7287 | 0.8537 |
107
+ | No log | 5.0909 | 112 | 0.8117 | 0.3234 | 0.8117 | 0.9010 |
108
+ | No log | 5.1818 | 114 | 0.8627 | 0.2410 | 0.8627 | 0.9288 |
109
+ | No log | 5.2727 | 116 | 0.8393 | 0.2784 | 0.8393 | 0.9162 |
110
+ | No log | 5.3636 | 118 | 0.7437 | 0.4219 | 0.7437 | 0.8624 |
111
+ | No log | 5.4545 | 120 | 0.6885 | 0.4015 | 0.6885 | 0.8298 |
112
+ | No log | 5.5455 | 122 | 0.6802 | 0.3072 | 0.6802 | 0.8248 |
113
+ | No log | 5.6364 | 124 | 0.7325 | 0.2274 | 0.7325 | 0.8559 |
114
+ | No log | 5.7273 | 126 | 0.7572 | 0.1906 | 0.7572 | 0.8702 |
115
+ | No log | 5.8182 | 128 | 0.6988 | 0.2909 | 0.6988 | 0.8360 |
116
+ | No log | 5.9091 | 130 | 0.6595 | 0.3893 | 0.6595 | 0.8121 |
117
+ | No log | 6.0 | 132 | 0.6597 | 0.3673 | 0.6597 | 0.8122 |
118
+ | No log | 6.0909 | 134 | 0.6726 | 0.3789 | 0.6726 | 0.8201 |
119
+ | No log | 6.1818 | 136 | 0.7031 | 0.4479 | 0.7031 | 0.8385 |
120
+ | No log | 6.2727 | 138 | 0.7024 | 0.4479 | 0.7024 | 0.8381 |
121
+ | No log | 6.3636 | 140 | 0.6672 | 0.4569 | 0.6672 | 0.8168 |
122
+ | No log | 6.4545 | 142 | 0.6481 | 0.4502 | 0.6481 | 0.8051 |
123
+ | No log | 6.5455 | 144 | 0.6337 | 0.3398 | 0.6337 | 0.7960 |
124
+ | No log | 6.6364 | 146 | 0.6341 | 0.4077 | 0.6341 | 0.7963 |
125
+ | No log | 6.7273 | 148 | 0.6420 | 0.3964 | 0.6420 | 0.8013 |
126
+ | No log | 6.8182 | 150 | 0.6241 | 0.3964 | 0.6241 | 0.7900 |
127
+ | No log | 6.9091 | 152 | 0.6198 | 0.4077 | 0.6198 | 0.7872 |
128
+ | No log | 7.0 | 154 | 0.6408 | 0.4538 | 0.6408 | 0.8005 |
129
+ | No log | 7.0909 | 156 | 0.7232 | 0.4134 | 0.7232 | 0.8504 |
130
+ | No log | 7.1818 | 158 | 0.7030 | 0.3712 | 0.7030 | 0.8384 |
131
+ | No log | 7.2727 | 160 | 0.6376 | 0.4908 | 0.6376 | 0.7985 |
132
+ | No log | 7.3636 | 162 | 0.6282 | 0.4027 | 0.6282 | 0.7926 |
133
+ | No log | 7.4545 | 164 | 0.6284 | 0.3919 | 0.6284 | 0.7927 |
134
+ | No log | 7.5455 | 166 | 0.6250 | 0.4076 | 0.6250 | 0.7905 |
135
+ | No log | 7.6364 | 168 | 0.6637 | 0.3564 | 0.6637 | 0.8147 |
136
+ | No log | 7.7273 | 170 | 0.6585 | 0.3387 | 0.6585 | 0.8115 |
137
+ | No log | 7.8182 | 172 | 0.6498 | 0.2019 | 0.6498 | 0.8061 |
138
+ | No log | 7.9091 | 174 | 0.6799 | 0.3659 | 0.6799 | 0.8246 |
139
+ | No log | 8.0 | 176 | 0.6706 | 0.4182 | 0.6706 | 0.8189 |
140
+ | No log | 8.0909 | 178 | 0.5999 | 0.4299 | 0.5999 | 0.7745 |
141
+ | No log | 8.1818 | 180 | 0.6138 | 0.4437 | 0.6138 | 0.7834 |
142
+ | No log | 8.2727 | 182 | 0.6785 | 0.3450 | 0.6785 | 0.8237 |
143
+ | No log | 8.3636 | 184 | 0.6653 | 0.4167 | 0.6653 | 0.8157 |
144
+ | No log | 8.4545 | 186 | 0.6113 | 0.4845 | 0.6113 | 0.7818 |
145
+ | No log | 8.5455 | 188 | 0.6002 | 0.4867 | 0.6002 | 0.7747 |
146
+ | No log | 8.6364 | 190 | 0.5695 | 0.4492 | 0.5695 | 0.7546 |
147
+ | No log | 8.7273 | 192 | 0.5969 | 0.4249 | 0.5969 | 0.7726 |
148
+ | No log | 8.8182 | 194 | 0.6906 | 0.3434 | 0.6906 | 0.8310 |
149
+ | No log | 8.9091 | 196 | 0.6714 | 0.3730 | 0.6714 | 0.8194 |
150
+ | No log | 9.0 | 198 | 0.5915 | 0.4515 | 0.5915 | 0.7691 |
151
+ | No log | 9.0909 | 200 | 0.6360 | 0.4663 | 0.6360 | 0.7975 |
152
+ | No log | 9.1818 | 202 | 0.7901 | 0.4204 | 0.7901 | 0.8889 |
153
+ | No log | 9.2727 | 204 | 0.7538 | 0.4400 | 0.7538 | 0.8682 |
154
+ | No log | 9.3636 | 206 | 0.6391 | 0.4020 | 0.6391 | 0.7994 |
155
+ | No log | 9.4545 | 208 | 0.6124 | 0.4466 | 0.6124 | 0.7825 |
156
+ | No log | 9.5455 | 210 | 0.6610 | 0.3659 | 0.6610 | 0.8130 |
157
+ | No log | 9.6364 | 212 | 0.6185 | 0.3704 | 0.6185 | 0.7864 |
158
+ | No log | 9.7273 | 214 | 0.5705 | 0.5286 | 0.5705 | 0.7553 |
159
+ | No log | 9.8182 | 216 | 0.6457 | 0.4052 | 0.6457 | 0.8036 |
160
+ | No log | 9.9091 | 218 | 0.7279 | 0.4296 | 0.7279 | 0.8531 |
161
+ | No log | 10.0 | 220 | 0.7345 | 0.3675 | 0.7345 | 0.8570 |
162
+ | No log | 10.0909 | 222 | 0.6753 | 0.3312 | 0.6753 | 0.8218 |
163
+ | No log | 10.1818 | 224 | 0.6230 | 0.3839 | 0.6230 | 0.7893 |
164
+ | No log | 10.2727 | 226 | 0.6042 | 0.4437 | 0.6042 | 0.7773 |
165
+ | No log | 10.3636 | 228 | 0.5859 | 0.5361 | 0.5859 | 0.7654 |
166
+ | No log | 10.4545 | 230 | 0.6752 | 0.3994 | 0.6752 | 0.8217 |
167
+ | No log | 10.5455 | 232 | 0.7255 | 0.3191 | 0.7255 | 0.8517 |
168
+ | No log | 10.6364 | 234 | 0.6562 | 0.3648 | 0.6562 | 0.8101 |
169
+ | No log | 10.7273 | 236 | 0.6410 | 0.5593 | 0.6410 | 0.8006 |
170
+ | No log | 10.8182 | 238 | 0.7104 | 0.4315 | 0.7104 | 0.8429 |
171
+ | No log | 10.9091 | 240 | 0.8424 | 0.3557 | 0.8424 | 0.9178 |
172
+ | No log | 11.0 | 242 | 0.8066 | 0.3597 | 0.8066 | 0.8981 |
173
+ | No log | 11.0909 | 244 | 0.6748 | 0.4703 | 0.6748 | 0.8215 |
174
+ | No log | 11.1818 | 246 | 0.6338 | 0.5632 | 0.6338 | 0.7961 |
175
+ | No log | 11.2727 | 248 | 0.6294 | 0.5501 | 0.6294 | 0.7933 |
176
+ | No log | 11.3636 | 250 | 0.6496 | 0.4801 | 0.6496 | 0.8059 |
177
+ | No log | 11.4545 | 252 | 0.6851 | 0.4247 | 0.6851 | 0.8277 |
178
+ | No log | 11.5455 | 254 | 0.6584 | 0.4352 | 0.6584 | 0.8114 |
179
+ | No log | 11.6364 | 256 | 0.6234 | 0.4722 | 0.6234 | 0.7895 |
180
+ | No log | 11.7273 | 258 | 0.6353 | 0.3859 | 0.6353 | 0.7971 |
181
+ | No log | 11.8182 | 260 | 0.6465 | 0.4240 | 0.6465 | 0.8040 |
182
+ | No log | 11.9091 | 262 | 0.6552 | 0.2965 | 0.6552 | 0.8094 |
183
+ | No log | 12.0 | 264 | 0.6690 | 0.3551 | 0.6690 | 0.8180 |
184
+ | No log | 12.0909 | 266 | 0.6709 | 0.3467 | 0.6709 | 0.8191 |
185
+ | No log | 12.1818 | 268 | 0.6829 | 0.3385 | 0.6829 | 0.8264 |
186
+ | No log | 12.2727 | 270 | 0.6802 | 0.3716 | 0.6802 | 0.8247 |
187
+ | No log | 12.3636 | 272 | 0.6950 | 0.3716 | 0.6950 | 0.8336 |
188
+ | No log | 12.4545 | 274 | 0.6723 | 0.3450 | 0.6723 | 0.8199 |
189
+ | No log | 12.5455 | 276 | 0.6303 | 0.4722 | 0.6303 | 0.7939 |
190
+ | No log | 12.6364 | 278 | 0.6416 | 0.4895 | 0.6416 | 0.8010 |
191
+ | No log | 12.7273 | 280 | 0.6374 | 0.4547 | 0.6374 | 0.7984 |
192
+ | No log | 12.8182 | 282 | 0.6439 | 0.4291 | 0.6439 | 0.8024 |
193
+ | No log | 12.9091 | 284 | 0.6736 | 0.3868 | 0.6736 | 0.8207 |
194
+ | No log | 13.0 | 286 | 0.6831 | 0.3868 | 0.6831 | 0.8265 |
195
+ | No log | 13.0909 | 288 | 0.6772 | 0.3985 | 0.6772 | 0.8229 |
196
+ | No log | 13.1818 | 290 | 0.6663 | 0.4769 | 0.6663 | 0.8163 |
197
+ | No log | 13.2727 | 292 | 0.6796 | 0.4044 | 0.6796 | 0.8244 |
198
+ | No log | 13.3636 | 294 | 0.7095 | 0.3909 | 0.7095 | 0.8423 |
199
+ | No log | 13.4545 | 296 | 0.6952 | 0.4592 | 0.6952 | 0.8338 |
200
+ | No log | 13.5455 | 298 | 0.6529 | 0.5373 | 0.6529 | 0.8080 |
201
+ | No log | 13.6364 | 300 | 0.6425 | 0.4348 | 0.6425 | 0.8016 |
202
+ | No log | 13.7273 | 302 | 0.6427 | 0.4783 | 0.6427 | 0.8017 |
203
+ | No log | 13.8182 | 304 | 0.6356 | 0.5238 | 0.6356 | 0.7972 |
204
+ | No log | 13.9091 | 306 | 0.6267 | 0.5021 | 0.6267 | 0.7917 |
205
+ | No log | 14.0 | 308 | 0.6599 | 0.5673 | 0.6599 | 0.8123 |
206
+ | No log | 14.0909 | 310 | 0.6778 | 0.5259 | 0.6778 | 0.8233 |
207
+ | No log | 14.1818 | 312 | 0.6280 | 0.5308 | 0.6280 | 0.7924 |
208
+ | No log | 14.2727 | 314 | 0.5915 | 0.4762 | 0.5915 | 0.7691 |
209
+ | No log | 14.3636 | 316 | 0.6193 | 0.4918 | 0.6193 | 0.7870 |
210
+ | No log | 14.4545 | 318 | 0.6199 | 0.4461 | 0.6199 | 0.7874 |
211
+ | No log | 14.5455 | 320 | 0.6110 | 0.4221 | 0.6110 | 0.7817 |
212
+ | No log | 14.6364 | 322 | 0.6051 | 0.4722 | 0.6051 | 0.7779 |
213
+ | No log | 14.7273 | 324 | 0.6188 | 0.5095 | 0.6188 | 0.7866 |
214
+ | No log | 14.8182 | 326 | 0.6178 | 0.5095 | 0.6178 | 0.7860 |
215
+ | No log | 14.9091 | 328 | 0.6200 | 0.4837 | 0.6200 | 0.7874 |
216
+ | No log | 15.0 | 330 | 0.6193 | 0.5024 | 0.6193 | 0.7869 |
217
+ | No log | 15.0909 | 332 | 0.6127 | 0.4949 | 0.6127 | 0.7827 |
218
+ | No log | 15.1818 | 334 | 0.6056 | 0.4681 | 0.6056 | 0.7782 |
219
+ | No log | 15.2727 | 336 | 0.5990 | 0.4276 | 0.5990 | 0.7740 |
220
+ | No log | 15.3636 | 338 | 0.5987 | 0.4504 | 0.5987 | 0.7738 |
221
+ | No log | 15.4545 | 340 | 0.6010 | 0.4681 | 0.6010 | 0.7753 |
222
+ | No log | 15.5455 | 342 | 0.6064 | 0.5344 | 0.6064 | 0.7787 |
223
+ | No log | 15.6364 | 344 | 0.6174 | 0.5003 | 0.6174 | 0.7857 |
224
+ | No log | 15.7273 | 346 | 0.6688 | 0.4916 | 0.6688 | 0.8178 |
225
+ | No log | 15.8182 | 348 | 0.6787 | 0.4625 | 0.6787 | 0.8239 |
226
+ | No log | 15.9091 | 350 | 0.6511 | 0.4514 | 0.6511 | 0.8069 |
227
+ | No log | 16.0 | 352 | 0.6547 | 0.4968 | 0.6547 | 0.8091 |
228
+ | No log | 16.0909 | 354 | 0.7250 | 0.4600 | 0.7250 | 0.8515 |
229
+ | No log | 16.1818 | 356 | 0.8851 | 0.4577 | 0.8851 | 0.9408 |
230
+ | No log | 16.2727 | 358 | 0.8555 | 0.4527 | 0.8555 | 0.9249 |
231
+ | No log | 16.3636 | 360 | 0.7255 | 0.4666 | 0.7255 | 0.8518 |
232
+ | No log | 16.4545 | 362 | 0.6513 | 0.4871 | 0.6513 | 0.8070 |
233
+ | No log | 16.5455 | 364 | 0.6407 | 0.3859 | 0.6407 | 0.8005 |
234
+ | No log | 16.6364 | 366 | 0.6473 | 0.3714 | 0.6473 | 0.8046 |
235
+ | No log | 16.7273 | 368 | 0.6703 | 0.5254 | 0.6703 | 0.8187 |
236
+ | No log | 16.8182 | 370 | 0.7144 | 0.4023 | 0.7144 | 0.8452 |
237
+ | No log | 16.9091 | 372 | 0.7024 | 0.4023 | 0.7024 | 0.8381 |
238
+ | No log | 17.0 | 374 | 0.6438 | 0.4964 | 0.6438 | 0.8024 |
239
+ | No log | 17.0909 | 376 | 0.6158 | 0.4308 | 0.6158 | 0.7848 |
240
+ | No log | 17.1818 | 378 | 0.6258 | 0.4427 | 0.6258 | 0.7911 |
241
+ | No log | 17.2727 | 380 | 0.6079 | 0.3978 | 0.6079 | 0.7797 |
242
+ | No log | 17.3636 | 382 | 0.6380 | 0.4864 | 0.6380 | 0.7987 |
243
+ | No log | 17.4545 | 384 | 0.6805 | 0.4484 | 0.6805 | 0.8249 |
244
+ | No log | 17.5455 | 386 | 0.6536 | 0.4484 | 0.6536 | 0.8085 |
245
+ | No log | 17.6364 | 388 | 0.6323 | 0.5195 | 0.6323 | 0.7952 |
246
+ | No log | 17.7273 | 390 | 0.6439 | 0.4639 | 0.6439 | 0.8024 |
247
+ | No log | 17.8182 | 392 | 0.7006 | 0.5601 | 0.7006 | 0.8370 |
248
+ | No log | 17.9091 | 394 | 0.7707 | 0.4877 | 0.7707 | 0.8779 |
249
+ | No log | 18.0 | 396 | 0.7565 | 0.4741 | 0.7565 | 0.8698 |
250
+ | No log | 18.0909 | 398 | 0.7110 | 0.4916 | 0.7110 | 0.8432 |
251
+ | No log | 18.1818 | 400 | 0.6524 | 0.4278 | 0.6524 | 0.8077 |
252
+ | No log | 18.2727 | 402 | 0.6410 | 0.4006 | 0.6410 | 0.8007 |
253
+ | No log | 18.3636 | 404 | 0.6500 | 0.4605 | 0.6500 | 0.8062 |
254
+ | No log | 18.4545 | 406 | 0.6587 | 0.4872 | 0.6587 | 0.8116 |
255
+ | No log | 18.5455 | 408 | 0.6220 | 0.3927 | 0.6220 | 0.7887 |
256
+ | No log | 18.6364 | 410 | 0.6165 | 0.4386 | 0.6165 | 0.7852 |
257
+ | No log | 18.7273 | 412 | 0.6096 | 0.4386 | 0.6096 | 0.7808 |
258
+ | No log | 18.8182 | 414 | 0.6142 | 0.4747 | 0.6142 | 0.7837 |
259
+ | No log | 18.9091 | 416 | 0.6689 | 0.4218 | 0.6689 | 0.8179 |
260
+ | No log | 19.0 | 418 | 0.6912 | 0.4144 | 0.6912 | 0.8314 |
261
+ | No log | 19.0909 | 420 | 0.6439 | 0.3355 | 0.6439 | 0.8025 |
262
+ | No log | 19.1818 | 422 | 0.6118 | 0.4194 | 0.6118 | 0.7822 |
263
+ | No log | 19.2727 | 424 | 0.6211 | 0.3810 | 0.6211 | 0.7881 |
264
+ | No log | 19.3636 | 426 | 0.6192 | 0.4029 | 0.6192 | 0.7869 |
265
+ | No log | 19.4545 | 428 | 0.6353 | 0.3990 | 0.6353 | 0.7971 |
266
+ | No log | 19.5455 | 430 | 0.6634 | 0.4845 | 0.6634 | 0.8145 |
267
+ | No log | 19.6364 | 432 | 0.6570 | 0.5166 | 0.6570 | 0.8105 |
268
+ | No log | 19.7273 | 434 | 0.6222 | 0.5395 | 0.6222 | 0.7888 |
269
+ | No log | 19.8182 | 436 | 0.6092 | 0.5437 | 0.6092 | 0.7805 |
270
+ | No log | 19.9091 | 438 | 0.6026 | 0.5631 | 0.6026 | 0.7763 |
271
+ | No log | 20.0 | 440 | 0.6032 | 0.5631 | 0.6032 | 0.7767 |
272
+ | No log | 20.0909 | 442 | 0.6275 | 0.5395 | 0.6275 | 0.7922 |
273
+ | No log | 20.1818 | 444 | 0.6194 | 0.5324 | 0.6194 | 0.7870 |
274
+ | No log | 20.2727 | 446 | 0.6238 | 0.5485 | 0.6238 | 0.7898 |
275
+ | No log | 20.3636 | 448 | 0.6196 | 0.4763 | 0.6196 | 0.7871 |
276
+ | No log | 20.4545 | 450 | 0.6393 | 0.5133 | 0.6393 | 0.7996 |
277
+ | No log | 20.5455 | 452 | 0.6853 | 0.4782 | 0.6853 | 0.8278 |
278
+ | No log | 20.6364 | 454 | 0.6932 | 0.4782 | 0.6932 | 0.8326 |
279
+ | No log | 20.7273 | 456 | 0.6787 | 0.4951 | 0.6787 | 0.8239 |
280
+ | No log | 20.8182 | 458 | 0.6484 | 0.3816 | 0.6484 | 0.8053 |
281
+ | No log | 20.9091 | 460 | 0.6486 | 0.4201 | 0.6486 | 0.8054 |
282
+ | No log | 21.0 | 462 | 0.6442 | 0.3738 | 0.6442 | 0.8026 |
283
+ | No log | 21.0909 | 464 | 0.6549 | 0.3928 | 0.6549 | 0.8093 |
284
+ | No log | 21.1818 | 466 | 0.6504 | 0.3906 | 0.6504 | 0.8065 |
285
+ | No log | 21.2727 | 468 | 0.6439 | 0.3906 | 0.6439 | 0.8024 |
286
+ | No log | 21.3636 | 470 | 0.6610 | 0.4812 | 0.6610 | 0.8130 |
287
+ | No log | 21.4545 | 472 | 0.6499 | 0.4448 | 0.6499 | 0.8062 |
288
+ | No log | 21.5455 | 474 | 0.6152 | 0.5340 | 0.6152 | 0.7844 |
289
+ | No log | 21.6364 | 476 | 0.6325 | 0.4127 | 0.6325 | 0.7953 |
290
+ | No log | 21.7273 | 478 | 0.6941 | 0.4518 | 0.6941 | 0.8332 |
291
+ | No log | 21.8182 | 480 | 0.6740 | 0.4261 | 0.6740 | 0.8210 |
292
+ | No log | 21.9091 | 482 | 0.6083 | 0.4505 | 0.6083 | 0.7800 |
293
+ | No log | 22.0 | 484 | 0.6190 | 0.5632 | 0.6190 | 0.7868 |
294
+ | No log | 22.0909 | 486 | 0.6472 | 0.4782 | 0.6472 | 0.8045 |
295
+ | No log | 22.1818 | 488 | 0.6391 | 0.5053 | 0.6391 | 0.7995 |
296
+ | No log | 22.2727 | 490 | 0.6197 | 0.4091 | 0.6197 | 0.7872 |
297
+ | No log | 22.3636 | 492 | 0.6088 | 0.4091 | 0.6088 | 0.7802 |
298
+ | No log | 22.4545 | 494 | 0.5983 | 0.4358 | 0.5983 | 0.7735 |
299
+ | No log | 22.5455 | 496 | 0.5925 | 0.4768 | 0.5925 | 0.7697 |
300
+ | No log | 22.6364 | 498 | 0.5902 | 0.4768 | 0.5902 | 0.7682 |
301
+ | 0.3443 | 22.7273 | 500 | 0.5924 | 0.3813 | 0.5924 | 0.7697 |
302
+ | 0.3443 | 22.8182 | 502 | 0.5920 | 0.4526 | 0.5920 | 0.7694 |
303
+ | 0.3443 | 22.9091 | 504 | 0.5943 | 0.4914 | 0.5943 | 0.7709 |
304
+ | 0.3443 | 23.0 | 506 | 0.6052 | 0.4124 | 0.6052 | 0.7780 |
305
+ | 0.3443 | 23.0909 | 508 | 0.6077 | 0.4660 | 0.6077 | 0.7796 |
306
+ | 0.3443 | 23.1818 | 510 | 0.5948 | 0.4547 | 0.5948 | 0.7712 |
307
+ | 0.3443 | 23.2727 | 512 | 0.6023 | 0.4160 | 0.6023 | 0.7761 |
308
+ | 0.3443 | 23.3636 | 514 | 0.6111 | 0.4262 | 0.6111 | 0.7818 |
309
+ | 0.3443 | 23.4545 | 516 | 0.6103 | 0.4262 | 0.6103 | 0.7812 |
310
+ | 0.3443 | 23.5455 | 518 | 0.5974 | 0.4547 | 0.5974 | 0.7729 |
311
+ | 0.3443 | 23.6364 | 520 | 0.5922 | 0.4547 | 0.5922 | 0.7695 |
312
+ | 0.3443 | 23.7273 | 522 | 0.5869 | 0.4857 | 0.5869 | 0.7661 |
313
+ | 0.3443 | 23.8182 | 524 | 0.5802 | 0.4857 | 0.5802 | 0.7617 |
314
+ | 0.3443 | 23.9091 | 526 | 0.5779 | 0.5095 | 0.5779 | 0.7602 |
315
+ | 0.3443 | 24.0 | 528 | 0.5817 | 0.5307 | 0.5817 | 0.7627 |
316
+ | 0.3443 | 24.0909 | 530 | 0.5678 | 0.4857 | 0.5678 | 0.7535 |
317
+ | 0.3443 | 24.1818 | 532 | 0.5680 | 0.4160 | 0.5680 | 0.7536 |
318
+ | 0.3443 | 24.2727 | 534 | 0.6016 | 0.4307 | 0.6016 | 0.7756 |
319
+ | 0.3443 | 24.3636 | 536 | 0.6291 | 0.4005 | 0.6291 | 0.7932 |
320
+ | 0.3443 | 24.4545 | 538 | 0.5932 | 0.4012 | 0.5932 | 0.7702 |
321
+ | 0.3443 | 24.5455 | 540 | 0.5809 | 0.4160 | 0.5809 | 0.7622 |
322
+ | 0.3443 | 24.6364 | 542 | 0.5874 | 0.4160 | 0.5874 | 0.7665 |
323
+ | 0.3443 | 24.7273 | 544 | 0.5919 | 0.4160 | 0.5919 | 0.7693 |
324
+ | 0.3443 | 24.8182 | 546 | 0.6044 | 0.4463 | 0.6044 | 0.7774 |
325
+ | 0.3443 | 24.9091 | 548 | 0.6346 | 0.4257 | 0.6346 | 0.7966 |
326
+ | 0.3443 | 25.0 | 550 | 0.7021 | 0.4628 | 0.7021 | 0.8379 |
327
+ | 0.3443 | 25.0909 | 552 | 0.7491 | 0.4628 | 0.7491 | 0.8655 |
328
+ | 0.3443 | 25.1818 | 554 | 0.7606 | 0.4217 | 0.7606 | 0.8721 |
329
+ | 0.3443 | 25.2727 | 556 | 0.7010 | 0.3936 | 0.7010 | 0.8373 |
330
+ | 0.3443 | 25.3636 | 558 | 0.6443 | 0.4013 | 0.6443 | 0.8027 |
331
+ | 0.3443 | 25.4545 | 560 | 0.6307 | 0.4535 | 0.6307 | 0.7942 |
332
+ | 0.3443 | 25.5455 | 562 | 0.6216 | 0.4535 | 0.6216 | 0.7884 |
333
+ | 0.3443 | 25.6364 | 564 | 0.6346 | 0.5173 | 0.6346 | 0.7966 |
334
+ | 0.3443 | 25.7273 | 566 | 0.6413 | 0.5442 | 0.6413 | 0.8008 |
335
+ | 0.3443 | 25.8182 | 568 | 0.6119 | 0.4743 | 0.6119 | 0.7822 |
336
+ | 0.3443 | 25.9091 | 570 | 0.5988 | 0.4547 | 0.5988 | 0.7738 |
337
+ | 0.3443 | 26.0 | 572 | 0.6045 | 0.4423 | 0.6045 | 0.7775 |
338
+ | 0.3443 | 26.0909 | 574 | 0.6070 | 0.4217 | 0.6070 | 0.7791 |
339
+ | 0.3443 | 26.1818 | 576 | 0.6294 | 0.4397 | 0.6294 | 0.7933 |
340
+ | 0.3443 | 26.2727 | 578 | 0.6681 | 0.4020 | 0.6681 | 0.8174 |
341
+ | 0.3443 | 26.3636 | 580 | 0.6766 | 0.4451 | 0.6766 | 0.8226 |
342
+ | 0.3443 | 26.4545 | 582 | 0.6441 | 0.3524 | 0.6441 | 0.8025 |
343
+ | 0.3443 | 26.5455 | 584 | 0.6193 | 0.3160 | 0.6193 | 0.7870 |
344
+ | 0.3443 | 26.6364 | 586 | 0.6190 | 0.3715 | 0.6190 | 0.7868 |
345
+ | 0.3443 | 26.7273 | 588 | 0.6279 | 0.3961 | 0.6279 | 0.7924 |
346
+ | 0.3443 | 26.8182 | 590 | 0.6836 | 0.4929 | 0.6836 | 0.8268 |
347
+ | 0.3443 | 26.9091 | 592 | 0.7925 | 0.4305 | 0.7925 | 0.8902 |
348
+ | 0.3443 | 27.0 | 594 | 0.7985 | 0.4481 | 0.7985 | 0.8936 |
349
+ | 0.3443 | 27.0909 | 596 | 0.7071 | 0.5023 | 0.7071 | 0.8409 |
350
+ | 0.3443 | 27.1818 | 598 | 0.6108 | 0.4881 | 0.6108 | 0.7815 |
351
+ | 0.3443 | 27.2727 | 600 | 0.5965 | 0.4 | 0.5965 | 0.7723 |
352
+ | 0.3443 | 27.3636 | 602 | 0.5999 | 0.4249 | 0.5999 | 0.7746 |
353
+ | 0.3443 | 27.4545 | 604 | 0.6022 | 0.4249 | 0.6022 | 0.7760 |
354
+ | 0.3443 | 27.5455 | 606 | 0.5842 | 0.4249 | 0.5842 | 0.7643 |
355
+ | 0.3443 | 27.6364 | 608 | 0.5719 | 0.4548 | 0.5719 | 0.7562 |
356
+ | 0.3443 | 27.7273 | 610 | 0.5683 | 0.4205 | 0.5683 | 0.7538 |
357
+ | 0.3443 | 27.8182 | 612 | 0.5701 | 0.4205 | 0.5701 | 0.7551 |
358
+ | 0.3443 | 27.9091 | 614 | 0.5746 | 0.4158 | 0.5746 | 0.7580 |
359
+ | 0.3443 | 28.0 | 616 | 0.5858 | 0.4937 | 0.5858 | 0.7654 |
360
+ | 0.3443 | 28.0909 | 618 | 0.5823 | 0.3786 | 0.5823 | 0.7631 |
361
+ | 0.3443 | 28.1818 | 620 | 0.5884 | 0.3859 | 0.5884 | 0.7671 |
362
+ | 0.3443 | 28.2727 | 622 | 0.5984 | 0.3781 | 0.5984 | 0.7736 |
363
+ | 0.3443 | 28.3636 | 624 | 0.6234 | 0.3267 | 0.6234 | 0.7896 |
364
+ | 0.3443 | 28.4545 | 626 | 0.6489 | 0.3737 | 0.6489 | 0.8056 |
365
+ | 0.3443 | 28.5455 | 628 | 0.6723 | 0.3737 | 0.6723 | 0.8199 |
366
+ | 0.3443 | 28.6364 | 630 | 0.6596 | 0.3127 | 0.6596 | 0.8121 |
367
 
368
 
369
  ### Framework versions
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