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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k6_task7_organization

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Training in progress, step 500

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  1. README.md +513 -263
  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_k6_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_k6_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: 0.5869
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- - Qwk: 0.4724
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- - Mse: 0.5869
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- - Rmse: 0.7661
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  ## Model description
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@@ -47,263 +47,513 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.1 | 2 | 2.5393 | -0.0924 | 2.5393 | 1.5935 |
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- | No log | 0.2 | 4 | 1.2178 | 0.1268 | 1.2178 | 1.1035 |
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- | No log | 0.3 | 6 | 0.8660 | 0.2087 | 0.8660 | 0.9306 |
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- | No log | 0.4 | 8 | 0.7333 | 0.0893 | 0.7333 | 0.8563 |
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- | No log | 0.5 | 10 | 0.7742 | 0.0393 | 0.7742 | 0.8799 |
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- | No log | 0.6 | 12 | 0.8539 | 0.0 | 0.8539 | 0.9241 |
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- | No log | 0.7 | 14 | 0.9991 | 0.0481 | 0.9991 | 0.9995 |
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- | No log | 0.8 | 16 | 0.8989 | 0.0937 | 0.8989 | 0.9481 |
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- | No log | 0.9 | 18 | 0.8705 | 0.0535 | 0.8705 | 0.9330 |
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- | No log | 1.0 | 20 | 0.7471 | 0.1282 | 0.7471 | 0.8644 |
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- | No log | 1.1 | 22 | 0.7524 | 0.1327 | 0.7524 | 0.8674 |
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- | No log | 1.2 | 24 | 0.9112 | 0.2769 | 0.9112 | 0.9546 |
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- | No log | 1.3 | 26 | 0.9343 | 0.2672 | 0.9343 | 0.9666 |
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- | No log | 1.4 | 28 | 0.8624 | 0.2132 | 0.8624 | 0.9286 |
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- | No log | 1.5 | 30 | 0.6874 | 0.1327 | 0.6874 | 0.8291 |
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- | No log | 1.6 | 32 | 0.7004 | 0.3712 | 0.7004 | 0.8369 |
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- | No log | 1.7 | 34 | 0.6553 | 0.3594 | 0.6553 | 0.8095 |
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- | No log | 1.8 | 36 | 0.6586 | 0.1282 | 0.6586 | 0.8116 |
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- | No log | 1.9 | 38 | 0.8888 | 0.1711 | 0.8888 | 0.9428 |
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- | No log | 2.0 | 40 | 1.1159 | 0.2147 | 1.1159 | 1.0564 |
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- | No log | 2.1 | 42 | 1.1004 | 0.2394 | 1.1004 | 1.0490 |
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- | No log | 2.2 | 44 | 1.0274 | 0.2942 | 1.0274 | 1.0136 |
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- | No log | 2.3 | 46 | 0.8821 | 0.2841 | 0.8821 | 0.9392 |
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- | No log | 2.4 | 48 | 0.7391 | 0.0 | 0.7391 | 0.8597 |
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- | No log | 2.5 | 50 | 0.6965 | 0.0 | 0.6965 | 0.8346 |
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- | No log | 2.6 | 52 | 0.6731 | 0.0840 | 0.6731 | 0.8205 |
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- | No log | 2.7 | 54 | 0.7396 | 0.2846 | 0.7396 | 0.8600 |
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- | No log | 2.8 | 56 | 0.7892 | 0.3514 | 0.7892 | 0.8884 |
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- | No log | 2.9 | 58 | 0.8473 | 0.3243 | 0.8473 | 0.9205 |
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- | No log | 3.0 | 60 | 0.7560 | 0.3435 | 0.7560 | 0.8695 |
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- | No log | 3.1 | 62 | 0.6978 | 0.3455 | 0.6978 | 0.8354 |
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- | No log | 3.2 | 64 | 0.9482 | 0.2363 | 0.9482 | 0.9738 |
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- | No log | 3.3 | 66 | 1.2016 | 0.0526 | 1.2016 | 1.0962 |
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- | No log | 3.4 | 68 | 1.0362 | 0.1228 | 1.0362 | 1.0179 |
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- | No log | 3.5 | 70 | 0.7459 | 0.3360 | 0.7459 | 0.8637 |
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- | No log | 3.6 | 72 | 0.6188 | 0.3580 | 0.6188 | 0.7866 |
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- | No log | 3.7 | 74 | 0.6413 | 0.3127 | 0.6413 | 0.8008 |
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- | No log | 3.8 | 76 | 0.5931 | 0.3661 | 0.5931 | 0.7701 |
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- | No log | 3.9 | 78 | 0.5877 | 0.3745 | 0.5877 | 0.7666 |
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- | No log | 4.0 | 80 | 0.5820 | 0.3468 | 0.5820 | 0.7629 |
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- | No log | 4.1 | 82 | 0.5850 | 0.3688 | 0.5850 | 0.7648 |
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- | No log | 4.2 | 84 | 0.6010 | 0.3468 | 0.6010 | 0.7753 |
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- | No log | 4.3 | 86 | 0.6089 | 0.3774 | 0.6089 | 0.7803 |
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- | No log | 4.4 | 88 | 0.6253 | 0.3006 | 0.6253 | 0.7908 |
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- | No log | 4.5 | 90 | 0.6307 | 0.3437 | 0.6307 | 0.7942 |
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- | No log | 4.6 | 92 | 0.6437 | 0.3774 | 0.6437 | 0.8023 |
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- | No log | 4.7 | 94 | 0.6654 | 0.4061 | 0.6654 | 0.8157 |
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- | No log | 4.8 | 96 | 0.6654 | 0.4364 | 0.6654 | 0.8157 |
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- | No log | 4.9 | 98 | 0.6309 | 0.3580 | 0.6309 | 0.7943 |
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- | No log | 5.0 | 100 | 0.6146 | 0.4482 | 0.6146 | 0.7840 |
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- | No log | 5.1 | 102 | 0.5908 | 0.6335 | 0.5908 | 0.7686 |
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- | No log | 5.2 | 104 | 0.7401 | 0.4151 | 0.7401 | 0.8603 |
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- | No log | 5.3 | 106 | 0.9008 | 0.2797 | 0.9008 | 0.9491 |
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- | No log | 5.4 | 108 | 0.7646 | 0.3361 | 0.7646 | 0.8744 |
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- | No log | 5.5 | 110 | 0.5782 | 0.3348 | 0.5782 | 0.7604 |
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- | No log | 5.6 | 112 | 0.5736 | 0.3976 | 0.5736 | 0.7573 |
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- | No log | 5.7 | 114 | 0.5516 | 0.4879 | 0.5516 | 0.7427 |
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- | No log | 5.8 | 116 | 0.5508 | 0.4007 | 0.5508 | 0.7422 |
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- | No log | 5.9 | 118 | 0.5491 | 0.4034 | 0.5491 | 0.7410 |
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- | No log | 6.0 | 120 | 0.5371 | 0.3523 | 0.5371 | 0.7329 |
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- | No log | 6.1 | 122 | 0.5501 | 0.4767 | 0.5501 | 0.7417 |
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- | No log | 6.2 | 124 | 0.6909 | 0.5051 | 0.6909 | 0.8312 |
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- | No log | 6.3 | 126 | 0.7555 | 0.3618 | 0.7555 | 0.8692 |
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- | No log | 6.4 | 128 | 0.7765 | 0.3368 | 0.7765 | 0.8812 |
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- | No log | 6.5 | 130 | 0.7285 | 0.3895 | 0.7285 | 0.8535 |
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- | No log | 6.6 | 132 | 0.5952 | 0.4389 | 0.5952 | 0.7715 |
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- | No log | 6.7 | 134 | 0.5682 | 0.4361 | 0.5682 | 0.7538 |
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- | No log | 6.8 | 136 | 0.5882 | 0.4092 | 0.5882 | 0.7669 |
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- | No log | 6.9 | 138 | 0.5827 | 0.4019 | 0.5827 | 0.7633 |
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- | No log | 7.0 | 140 | 0.5863 | 0.4186 | 0.5863 | 0.7657 |
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- | No log | 7.1 | 142 | 0.6069 | 0.4235 | 0.6069 | 0.7790 |
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- | No log | 7.2 | 144 | 0.5727 | 0.3728 | 0.5727 | 0.7568 |
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- | No log | 7.3 | 146 | 0.6041 | 0.4524 | 0.6041 | 0.7772 |
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- | No log | 7.4 | 148 | 0.5694 | 0.4314 | 0.5694 | 0.7546 |
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- | No log | 7.5 | 150 | 0.6246 | 0.4927 | 0.6246 | 0.7903 |
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- | No log | 7.6 | 152 | 0.9427 | 0.2703 | 0.9427 | 0.9709 |
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- | No log | 7.7 | 154 | 1.1000 | 0.1678 | 1.1000 | 1.0488 |
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- | No log | 7.8 | 156 | 0.9718 | 0.2413 | 0.9718 | 0.9858 |
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- | No log | 7.9 | 158 | 0.6742 | 0.4451 | 0.6742 | 0.8211 |
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- | No log | 8.0 | 160 | 0.5727 | 0.4452 | 0.5727 | 0.7568 |
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- | No log | 8.1 | 162 | 0.5627 | 0.4547 | 0.5627 | 0.7501 |
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- | No log | 8.2 | 164 | 0.5665 | 0.4547 | 0.5665 | 0.7526 |
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- | No log | 8.3 | 166 | 0.6082 | 0.4809 | 0.6082 | 0.7798 |
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- | No log | 8.4 | 168 | 0.6351 | 0.4293 | 0.6351 | 0.7969 |
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- | No log | 8.5 | 170 | 0.5937 | 0.5189 | 0.5937 | 0.7705 |
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- | No log | 8.6 | 172 | 0.5753 | 0.4384 | 0.5753 | 0.7585 |
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- | No log | 8.7 | 174 | 0.5708 | 0.4384 | 0.5708 | 0.7555 |
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- | No log | 8.8 | 176 | 0.5766 | 0.4538 | 0.5766 | 0.7593 |
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- | No log | 8.9 | 178 | 0.5854 | 0.4538 | 0.5854 | 0.7651 |
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- | No log | 9.0 | 180 | 0.6019 | 0.4298 | 0.6019 | 0.7759 |
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- | No log | 9.1 | 182 | 0.5968 | 0.4361 | 0.5968 | 0.7726 |
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- | No log | 9.2 | 184 | 0.6340 | 0.4158 | 0.6340 | 0.7962 |
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- | No log | 9.3 | 186 | 0.6479 | 0.3868 | 0.6479 | 0.8049 |
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- | No log | 9.4 | 188 | 0.6121 | 0.2913 | 0.6121 | 0.7824 |
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- | No log | 9.5 | 190 | 0.5947 | 0.4077 | 0.5947 | 0.7712 |
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- | No log | 9.6 | 192 | 0.6120 | 0.4527 | 0.6120 | 0.7823 |
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- | No log | 9.7 | 194 | 0.6163 | 0.4389 | 0.6163 | 0.7851 |
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- | No log | 9.8 | 196 | 0.6257 | 0.3320 | 0.6257 | 0.7910 |
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- | No log | 9.9 | 198 | 0.6177 | 0.3442 | 0.6177 | 0.7859 |
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- | No log | 10.0 | 200 | 0.5680 | 0.4484 | 0.5680 | 0.7536 |
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- | No log | 10.1 | 202 | 0.5653 | 0.4782 | 0.5653 | 0.7519 |
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- | No log | 10.2 | 204 | 0.5702 | 0.4611 | 0.5702 | 0.7551 |
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- | No log | 10.3 | 206 | 0.6180 | 0.4908 | 0.6180 | 0.7861 |
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- | No log | 10.4 | 208 | 0.5905 | 0.5527 | 0.5905 | 0.7685 |
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- | No log | 10.5 | 210 | 0.5463 | 0.4448 | 0.5463 | 0.7391 |
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- | No log | 10.6 | 212 | 0.5519 | 0.3915 | 0.5519 | 0.7429 |
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- | No log | 10.7 | 214 | 0.5516 | 0.3915 | 0.5516 | 0.7427 |
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- | No log | 10.8 | 216 | 0.5557 | 0.4527 | 0.5557 | 0.7454 |
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- | No log | 10.9 | 218 | 0.6279 | 0.4979 | 0.6279 | 0.7924 |
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- | No log | 11.0 | 220 | 0.6258 | 0.4913 | 0.6258 | 0.7911 |
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- | No log | 11.1 | 222 | 0.5679 | 0.4615 | 0.5679 | 0.7536 |
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- | No log | 11.2 | 224 | 0.5621 | 0.4595 | 0.5621 | 0.7497 |
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- | No log | 11.3 | 226 | 0.5881 | 0.4412 | 0.5881 | 0.7669 |
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- | No log | 11.4 | 228 | 0.6112 | 0.4674 | 0.6112 | 0.7818 |
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- | No log | 11.5 | 230 | 0.5978 | 0.4139 | 0.5978 | 0.7732 |
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- | No log | 11.6 | 232 | 0.5930 | 0.4452 | 0.5930 | 0.7700 |
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- | No log | 11.7 | 234 | 0.5719 | 0.4538 | 0.5719 | 0.7562 |
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- | No log | 11.8 | 236 | 0.5760 | 0.5010 | 0.5760 | 0.7589 |
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- | No log | 11.9 | 238 | 0.6029 | 0.4694 | 0.6029 | 0.7764 |
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- | No log | 12.0 | 240 | 0.6085 | 0.4913 | 0.6085 | 0.7801 |
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- | No log | 12.1 | 242 | 0.6193 | 0.5078 | 0.6193 | 0.7869 |
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- | No log | 12.2 | 244 | 0.5933 | 0.5110 | 0.5933 | 0.7703 |
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- | No log | 12.3 | 246 | 0.5957 | 0.5110 | 0.5957 | 0.7718 |
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- | No log | 12.4 | 248 | 0.6009 | 0.4979 | 0.6009 | 0.7752 |
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- | No log | 12.5 | 250 | 0.5927 | 0.5195 | 0.5927 | 0.7699 |
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- | No log | 12.6 | 252 | 0.5963 | 0.4960 | 0.5963 | 0.7722 |
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- | No log | 12.7 | 254 | 0.5919 | 0.5339 | 0.5919 | 0.7694 |
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- | No log | 12.8 | 256 | 0.5983 | 0.4653 | 0.5983 | 0.7735 |
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- | No log | 12.9 | 258 | 0.5870 | 0.4990 | 0.5870 | 0.7662 |
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- | No log | 13.0 | 260 | 0.5910 | 0.4746 | 0.5910 | 0.7687 |
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- | No log | 13.1 | 262 | 0.5983 | 0.4611 | 0.5983 | 0.7735 |
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- | No log | 13.2 | 264 | 0.5974 | 0.4829 | 0.5974 | 0.7729 |
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- | No log | 13.3 | 266 | 0.6057 | 0.3651 | 0.6057 | 0.7783 |
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- | No log | 13.4 | 268 | 0.6010 | 0.3651 | 0.6010 | 0.7753 |
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- | No log | 13.5 | 270 | 0.5931 | 0.4677 | 0.5931 | 0.7702 |
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- | No log | 13.6 | 272 | 0.6121 | 0.4632 | 0.6121 | 0.7824 |
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- | No log | 13.7 | 274 | 0.5963 | 0.4150 | 0.5963 | 0.7722 |
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- | No log | 13.8 | 276 | 0.5985 | 0.2852 | 0.5985 | 0.7737 |
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- | No log | 13.9 | 278 | 0.6123 | 0.2783 | 0.6123 | 0.7825 |
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- | No log | 14.0 | 280 | 0.6381 | 0.3011 | 0.6381 | 0.7988 |
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- | No log | 14.1 | 282 | 0.6732 | 0.3471 | 0.6732 | 0.8205 |
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- | No log | 14.2 | 284 | 0.6294 | 0.3081 | 0.6294 | 0.7933 |
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- | No log | 14.3 | 286 | 0.5975 | 0.2987 | 0.5975 | 0.7730 |
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- | No log | 14.4 | 288 | 0.6408 | 0.3961 | 0.6408 | 0.8005 |
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- | No log | 14.5 | 290 | 0.6486 | 0.4245 | 0.6486 | 0.8054 |
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- | No log | 14.6 | 292 | 0.6298 | 0.3377 | 0.6298 | 0.7936 |
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- | No log | 14.7 | 294 | 0.6239 | 0.3213 | 0.6239 | 0.7899 |
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- | No log | 14.8 | 296 | 0.6164 | 0.3213 | 0.6164 | 0.7851 |
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- | No log | 14.9 | 298 | 0.6150 | 0.3585 | 0.6150 | 0.7842 |
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- | No log | 15.0 | 300 | 0.6207 | 0.2817 | 0.6207 | 0.7878 |
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- | No log | 15.1 | 302 | 0.6335 | 0.4018 | 0.6335 | 0.7960 |
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- | No log | 15.2 | 304 | 0.6456 | 0.4018 | 0.6456 | 0.8035 |
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- | No log | 15.3 | 306 | 0.6191 | 0.2449 | 0.6191 | 0.7869 |
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- | No log | 15.4 | 308 | 0.6227 | 0.1184 | 0.6227 | 0.7891 |
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- | No log | 15.5 | 310 | 0.6510 | 0.2085 | 0.6510 | 0.8069 |
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- | No log | 15.6 | 312 | 0.6384 | 0.2787 | 0.6384 | 0.7990 |
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- | No log | 15.7 | 314 | 0.5964 | 0.2963 | 0.5964 | 0.7723 |
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- | No log | 15.8 | 316 | 0.5857 | 0.3916 | 0.5857 | 0.7653 |
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- | No log | 15.9 | 318 | 0.6693 | 0.4860 | 0.6693 | 0.8181 |
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- | No log | 16.0 | 320 | 0.7486 | 0.4613 | 0.7486 | 0.8652 |
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- | No log | 16.1 | 322 | 0.7051 | 0.4732 | 0.7051 | 0.8397 |
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- | No log | 16.2 | 324 | 0.6225 | 0.4632 | 0.6225 | 0.7890 |
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- | No log | 16.3 | 326 | 0.5997 | 0.3111 | 0.5997 | 0.7744 |
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- | No log | 16.4 | 328 | 0.6289 | 0.2407 | 0.6289 | 0.7930 |
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- | No log | 16.5 | 330 | 0.6283 | 0.2085 | 0.6283 | 0.7926 |
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- | No log | 16.6 | 332 | 0.6107 | 0.2676 | 0.6107 | 0.7815 |
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- | No log | 16.7 | 334 | 0.6158 | 0.3802 | 0.6158 | 0.7847 |
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- | No log | 16.8 | 336 | 0.6291 | 0.4607 | 0.6291 | 0.7931 |
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- | No log | 16.9 | 338 | 0.6191 | 0.4607 | 0.6191 | 0.7868 |
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- | No log | 17.0 | 340 | 0.5961 | 0.3636 | 0.5961 | 0.7721 |
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- | No log | 17.1 | 342 | 0.5872 | 0.3947 | 0.5872 | 0.7663 |
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- | No log | 17.2 | 344 | 0.5877 | 0.3920 | 0.5877 | 0.7666 |
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- | No log | 17.3 | 346 | 0.5795 | 0.3889 | 0.5795 | 0.7613 |
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- | No log | 17.4 | 348 | 0.5813 | 0.3942 | 0.5813 | 0.7625 |
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- | No log | 17.5 | 350 | 0.6000 | 0.3885 | 0.6000 | 0.7746 |
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- | No log | 17.6 | 352 | 0.6101 | 0.3885 | 0.6101 | 0.7811 |
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- | No log | 17.7 | 354 | 0.6208 | 0.3885 | 0.6208 | 0.7879 |
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- | No log | 17.8 | 356 | 0.6162 | 0.3885 | 0.6162 | 0.7850 |
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- | No log | 17.9 | 358 | 0.5969 | 0.3947 | 0.5969 | 0.7726 |
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- | No log | 18.0 | 360 | 0.6035 | 0.2407 | 0.6035 | 0.7768 |
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- | No log | 18.1 | 362 | 0.6260 | 0.3020 | 0.6260 | 0.7912 |
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- | No log | 18.2 | 364 | 0.6358 | 0.3020 | 0.6358 | 0.7974 |
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- | No log | 18.3 | 366 | 0.6086 | 0.2085 | 0.6086 | 0.7801 |
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- | No log | 18.4 | 368 | 0.6095 | 0.2786 | 0.6095 | 0.7807 |
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- | No log | 18.5 | 370 | 0.6994 | 0.3464 | 0.6994 | 0.8363 |
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- | No log | 18.6 | 372 | 0.8040 | 0.3166 | 0.8040 | 0.8966 |
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- | No log | 18.7 | 374 | 0.8385 | 0.3085 | 0.8385 | 0.9157 |
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- | No log | 18.8 | 376 | 0.7705 | 0.3243 | 0.7705 | 0.8778 |
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- | No log | 18.9 | 378 | 0.6577 | 0.3993 | 0.6577 | 0.8110 |
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- | No log | 19.0 | 380 | 0.5989 | 0.3502 | 0.5989 | 0.7739 |
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- | No log | 19.1 | 382 | 0.6110 | 0.3081 | 0.6110 | 0.7817 |
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- | No log | 19.2 | 384 | 0.6075 | 0.3352 | 0.6075 | 0.7794 |
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- | No log | 19.3 | 386 | 0.6165 | 0.4126 | 0.6165 | 0.7852 |
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- | No log | 19.4 | 388 | 0.6411 | 0.4584 | 0.6411 | 0.8007 |
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- | No log | 19.5 | 390 | 0.6745 | 0.4528 | 0.6745 | 0.8213 |
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- | No log | 19.6 | 392 | 0.6604 | 0.4740 | 0.6604 | 0.8126 |
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- | No log | 19.7 | 394 | 0.6126 | 0.4026 | 0.6126 | 0.7827 |
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- | No log | 19.8 | 396 | 0.5912 | 0.3318 | 0.5912 | 0.7689 |
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- | No log | 19.9 | 398 | 0.5932 | 0.2308 | 0.5932 | 0.7702 |
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- | No log | 20.0 | 400 | 0.6017 | 0.1962 | 0.6017 | 0.7757 |
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- | No log | 20.1 | 402 | 0.6113 | 0.1660 | 0.6113 | 0.7818 |
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- | No log | 20.2 | 404 | 0.6202 | 0.3125 | 0.6202 | 0.7875 |
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- | No log | 20.3 | 406 | 0.6238 | 0.3455 | 0.6238 | 0.7898 |
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- | No log | 20.4 | 408 | 0.6136 | 0.3455 | 0.6136 | 0.7833 |
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- | No log | 20.5 | 410 | 0.6128 | 0.4322 | 0.6128 | 0.7828 |
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- | No log | 20.6 | 412 | 0.6313 | 0.4474 | 0.6313 | 0.7945 |
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- | No log | 20.7 | 414 | 0.6470 | 0.4997 | 0.6470 | 0.8044 |
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- | No log | 20.8 | 416 | 0.6661 | 0.4732 | 0.6661 | 0.8161 |
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- | No log | 20.9 | 418 | 0.6554 | 0.4373 | 0.6554 | 0.8096 |
261
- | No log | 21.0 | 420 | 0.6208 | 0.4198 | 0.6208 | 0.7879 |
262
- | No log | 21.1 | 422 | 0.5751 | 0.4087 | 0.5751 | 0.7584 |
263
- | No log | 21.2 | 424 | 0.5597 | 0.3468 | 0.5597 | 0.7481 |
264
- | No log | 21.3 | 426 | 0.5711 | 0.2641 | 0.5711 | 0.7557 |
265
- | No log | 21.4 | 428 | 0.5722 | 0.2641 | 0.5722 | 0.7565 |
266
- | No log | 21.5 | 430 | 0.5673 | 0.2676 | 0.5673 | 0.7532 |
267
- | No log | 21.6 | 432 | 0.5784 | 0.4087 | 0.5784 | 0.7605 |
268
- | No log | 21.7 | 434 | 0.6141 | 0.4474 | 0.6141 | 0.7836 |
269
- | No log | 21.8 | 436 | 0.6148 | 0.4163 | 0.6148 | 0.7841 |
270
- | No log | 21.9 | 438 | 0.5965 | 0.3585 | 0.5965 | 0.7723 |
271
- | No log | 22.0 | 440 | 0.5901 | 0.3366 | 0.5901 | 0.7682 |
272
- | No log | 22.1 | 442 | 0.5890 | 0.3029 | 0.5890 | 0.7674 |
273
- | No log | 22.2 | 444 | 0.5913 | 0.3832 | 0.5913 | 0.7689 |
274
- | No log | 22.3 | 446 | 0.5938 | 0.4151 | 0.5938 | 0.7706 |
275
- | No log | 22.4 | 448 | 0.5970 | 0.4087 | 0.5970 | 0.7727 |
276
- | No log | 22.5 | 450 | 0.6046 | 0.4607 | 0.6046 | 0.7775 |
277
- | No log | 22.6 | 452 | 0.5803 | 0.3803 | 0.5803 | 0.7617 |
278
- | No log | 22.7 | 454 | 0.5708 | 0.2996 | 0.5708 | 0.7555 |
279
- | No log | 22.8 | 456 | 0.5656 | 0.3305 | 0.5656 | 0.7521 |
280
- | No log | 22.9 | 458 | 0.5745 | 0.3633 | 0.5745 | 0.7580 |
281
- | No log | 23.0 | 460 | 0.5767 | 0.3336 | 0.5767 | 0.7594 |
282
- | No log | 23.1 | 462 | 0.5901 | 0.3774 | 0.5901 | 0.7682 |
283
- | No log | 23.2 | 464 | 0.5835 | 0.3499 | 0.5835 | 0.7639 |
284
- | No log | 23.3 | 466 | 0.5779 | 0.3029 | 0.5779 | 0.7602 |
285
- | No log | 23.4 | 468 | 0.5757 | 0.3029 | 0.5757 | 0.7588 |
286
- | No log | 23.5 | 470 | 0.5688 | 0.2676 | 0.5688 | 0.7542 |
287
- | No log | 23.6 | 472 | 0.5698 | 0.3305 | 0.5698 | 0.7548 |
288
- | No log | 23.7 | 474 | 0.5674 | 0.3305 | 0.5674 | 0.7533 |
289
- | No log | 23.8 | 476 | 0.5695 | 0.3974 | 0.5695 | 0.7546 |
290
- | No log | 23.9 | 478 | 0.6131 | 0.5398 | 0.6131 | 0.7830 |
291
- | No log | 24.0 | 480 | 0.6396 | 0.5398 | 0.6396 | 0.7998 |
292
- | No log | 24.1 | 482 | 0.6399 | 0.5398 | 0.6399 | 0.7999 |
293
- | No log | 24.2 | 484 | 0.6016 | 0.5797 | 0.6016 | 0.7757 |
294
- | No log | 24.3 | 486 | 0.5803 | 0.4817 | 0.5803 | 0.7618 |
295
- | No log | 24.4 | 488 | 0.5845 | 0.3228 | 0.5845 | 0.7645 |
296
- | No log | 24.5 | 490 | 0.5924 | 0.2890 | 0.5924 | 0.7697 |
297
- | No log | 24.6 | 492 | 0.6009 | 0.2890 | 0.6009 | 0.7752 |
298
- | No log | 24.7 | 494 | 0.6064 | 0.3633 | 0.6064 | 0.7787 |
299
- | No log | 24.8 | 496 | 0.6186 | 0.5263 | 0.6186 | 0.7865 |
300
- | No log | 24.9 | 498 | 0.6214 | 0.5182 | 0.6214 | 0.7883 |
301
- | 0.234 | 25.0 | 500 | 0.6181 | 0.5202 | 0.6181 | 0.7862 |
302
- | 0.234 | 25.1 | 502 | 0.6114 | 0.5030 | 0.6114 | 0.7819 |
303
- | 0.234 | 25.2 | 504 | 0.6001 | 0.4211 | 0.6001 | 0.7747 |
304
- | 0.234 | 25.3 | 506 | 0.5980 | 0.4958 | 0.5980 | 0.7733 |
305
- | 0.234 | 25.4 | 508 | 0.6019 | 0.4888 | 0.6019 | 0.7758 |
306
- | 0.234 | 25.5 | 510 | 0.5869 | 0.4724 | 0.5869 | 0.7661 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k5_task7_organization
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  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_k5_task7_organization
15
 
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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.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.5527
19
+ - Qwk: 0.4276
20
+ - Mse: 0.5527
21
+ - Rmse: 0.7435
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.1111 | 2 | 2.5951 | 0.0222 | 2.5951 | 1.6109 |
53
+ | No log | 0.2222 | 4 | 1.4157 | 0.1226 | 1.4157 | 1.1898 |
54
+ | No log | 0.3333 | 6 | 0.8427 | 0.1770 | 0.8427 | 0.9180 |
55
+ | No log | 0.4444 | 8 | 0.7555 | 0.0481 | 0.7555 | 0.8692 |
56
+ | No log | 0.5556 | 10 | 0.7915 | 0.0393 | 0.7915 | 0.8897 |
57
+ | No log | 0.6667 | 12 | 0.8226 | 0.2692 | 0.8226 | 0.9070 |
58
+ | No log | 0.7778 | 14 | 0.7314 | 0.1456 | 0.7314 | 0.8552 |
59
+ | No log | 0.8889 | 16 | 0.7104 | 0.0798 | 0.7104 | 0.8428 |
60
+ | No log | 1.0 | 18 | 0.7235 | 0.0 | 0.7235 | 0.8506 |
61
+ | No log | 1.1111 | 20 | 0.7923 | 0.0 | 0.7923 | 0.8901 |
62
+ | No log | 1.2222 | 22 | 0.8280 | 0.1983 | 0.8280 | 0.9100 |
63
+ | No log | 1.3333 | 24 | 0.8021 | 0.2606 | 0.8021 | 0.8956 |
64
+ | No log | 1.4444 | 26 | 0.7500 | 0.0757 | 0.7500 | 0.8660 |
65
+ | No log | 1.5556 | 28 | 0.7744 | 0.0 | 0.7744 | 0.8800 |
66
+ | No log | 1.6667 | 30 | 0.8058 | 0.0 | 0.8058 | 0.8976 |
67
+ | No log | 1.7778 | 32 | 0.7713 | 0.0 | 0.7713 | 0.8782 |
68
+ | No log | 1.8889 | 34 | 0.6709 | 0.1561 | 0.6709 | 0.8191 |
69
+ | No log | 2.0 | 36 | 0.6621 | 0.2145 | 0.6621 | 0.8137 |
70
+ | No log | 2.1111 | 38 | 0.7013 | 0.0757 | 0.7013 | 0.8374 |
71
+ | No log | 2.2222 | 40 | 0.6865 | 0.2713 | 0.6865 | 0.8286 |
72
+ | No log | 2.3333 | 42 | 0.7629 | 0.0428 | 0.7629 | 0.8735 |
73
+ | No log | 2.4444 | 44 | 0.7694 | 0.0 | 0.7694 | 0.8772 |
74
+ | No log | 2.5556 | 46 | 0.7356 | 0.0 | 0.7356 | 0.8577 |
75
+ | No log | 2.6667 | 48 | 0.7352 | 0.0481 | 0.7352 | 0.8574 |
76
+ | No log | 2.7778 | 50 | 0.6960 | 0.0889 | 0.6960 | 0.8343 |
77
+ | No log | 2.8889 | 52 | 0.7048 | 0.0889 | 0.7048 | 0.8395 |
78
+ | No log | 3.0 | 54 | 0.8062 | 0.1770 | 0.8062 | 0.8979 |
79
+ | No log | 3.1111 | 56 | 0.8296 | 0.2156 | 0.8296 | 0.9108 |
80
+ | No log | 3.2222 | 58 | 0.7210 | 0.1321 | 0.7210 | 0.8491 |
81
+ | No log | 3.3333 | 60 | 0.6305 | 0.1807 | 0.6305 | 0.7941 |
82
+ | No log | 3.4444 | 62 | 0.6656 | 0.2374 | 0.6656 | 0.8158 |
83
+ | No log | 3.5556 | 64 | 0.6465 | 0.1983 | 0.6465 | 0.8040 |
84
+ | No log | 3.6667 | 66 | 0.6500 | 0.1863 | 0.6500 | 0.8062 |
85
+ | No log | 3.7778 | 68 | 0.7164 | 0.2847 | 0.7164 | 0.8464 |
86
+ | No log | 3.8889 | 70 | 0.7537 | 0.3121 | 0.7537 | 0.8682 |
87
+ | No log | 4.0 | 72 | 0.7065 | 0.2652 | 0.7065 | 0.8406 |
88
+ | No log | 4.1111 | 74 | 0.7038 | 0.3416 | 0.7038 | 0.8389 |
89
+ | No log | 4.2222 | 76 | 0.6980 | 0.2981 | 0.6980 | 0.8354 |
90
+ | No log | 4.3333 | 78 | 0.6905 | 0.3416 | 0.6905 | 0.8309 |
91
+ | No log | 4.4444 | 80 | 0.7255 | 0.2182 | 0.7255 | 0.8518 |
92
+ | No log | 4.5556 | 82 | 0.7523 | 0.2610 | 0.7523 | 0.8674 |
93
+ | No log | 4.6667 | 84 | 0.6803 | 0.2572 | 0.6803 | 0.8248 |
94
+ | No log | 4.7778 | 86 | 0.7382 | 0.4275 | 0.7382 | 0.8592 |
95
+ | No log | 4.8889 | 88 | 0.8919 | 0.3827 | 0.8919 | 0.9444 |
96
+ | No log | 5.0 | 90 | 0.8117 | 0.4064 | 0.8117 | 0.9009 |
97
+ | No log | 5.1111 | 92 | 0.6291 | 0.3840 | 0.6291 | 0.7931 |
98
+ | No log | 5.2222 | 94 | 0.6204 | 0.4378 | 0.6204 | 0.7877 |
99
+ | No log | 5.3333 | 96 | 0.6039 | 0.4659 | 0.6039 | 0.7771 |
100
+ | No log | 5.4444 | 98 | 0.5938 | 0.4659 | 0.5938 | 0.7706 |
101
+ | No log | 5.5556 | 100 | 0.6032 | 0.4591 | 0.6032 | 0.7766 |
102
+ | No log | 5.6667 | 102 | 0.6449 | 0.4227 | 0.6449 | 0.8031 |
103
+ | No log | 5.7778 | 104 | 0.6265 | 0.4361 | 0.6265 | 0.7915 |
104
+ | No log | 5.8889 | 106 | 0.6203 | 0.4060 | 0.6203 | 0.7876 |
105
+ | No log | 6.0 | 108 | 0.6109 | 0.4354 | 0.6109 | 0.7816 |
106
+ | No log | 6.1111 | 110 | 0.6524 | 0.3607 | 0.6524 | 0.8077 |
107
+ | No log | 6.2222 | 112 | 0.7617 | 0.3676 | 0.7617 | 0.8727 |
108
+ | No log | 6.3333 | 114 | 0.6904 | 0.4463 | 0.6904 | 0.8309 |
109
+ | No log | 6.4444 | 116 | 0.6132 | 0.4206 | 0.6132 | 0.7831 |
110
+ | No log | 6.5556 | 118 | 0.6605 | 0.4702 | 0.6605 | 0.8127 |
111
+ | No log | 6.6667 | 120 | 0.6369 | 0.4704 | 0.6369 | 0.7981 |
112
+ | No log | 6.7778 | 122 | 0.6036 | 0.3416 | 0.6036 | 0.7769 |
113
+ | No log | 6.8889 | 124 | 0.6091 | 0.2884 | 0.6091 | 0.7804 |
114
+ | No log | 7.0 | 126 | 0.5708 | 0.4051 | 0.5708 | 0.7555 |
115
+ | No log | 7.1111 | 128 | 0.5767 | 0.5661 | 0.5767 | 0.7594 |
116
+ | No log | 7.2222 | 130 | 0.5440 | 0.4966 | 0.5440 | 0.7376 |
117
+ | No log | 7.3333 | 132 | 0.5407 | 0.4985 | 0.5407 | 0.7353 |
118
+ | No log | 7.4444 | 134 | 0.5381 | 0.5288 | 0.5381 | 0.7335 |
119
+ | No log | 7.5556 | 136 | 0.6061 | 0.4321 | 0.6061 | 0.7785 |
120
+ | No log | 7.6667 | 138 | 0.7245 | 0.4427 | 0.7245 | 0.8512 |
121
+ | No log | 7.7778 | 140 | 0.6163 | 0.4474 | 0.6163 | 0.7850 |
122
+ | No log | 7.8889 | 142 | 0.5682 | 0.4734 | 0.5682 | 0.7538 |
123
+ | No log | 8.0 | 144 | 0.5757 | 0.6063 | 0.5757 | 0.7588 |
124
+ | No log | 8.1111 | 146 | 0.6014 | 0.5059 | 0.6014 | 0.7755 |
125
+ | No log | 8.2222 | 148 | 0.5346 | 0.6242 | 0.5346 | 0.7311 |
126
+ | No log | 8.3333 | 150 | 0.6774 | 0.4057 | 0.6774 | 0.8231 |
127
+ | No log | 8.4444 | 152 | 0.6550 | 0.4230 | 0.6550 | 0.8093 |
128
+ | No log | 8.5556 | 154 | 0.5747 | 0.4635 | 0.5747 | 0.7581 |
129
+ | No log | 8.6667 | 156 | 0.5357 | 0.5095 | 0.5357 | 0.7319 |
130
+ | No log | 8.7778 | 158 | 0.5470 | 0.5516 | 0.5470 | 0.7396 |
131
+ | No log | 8.8889 | 160 | 0.5873 | 0.5538 | 0.5873 | 0.7664 |
132
+ | No log | 9.0 | 162 | 0.5530 | 0.5957 | 0.5530 | 0.7436 |
133
+ | No log | 9.1111 | 164 | 0.5780 | 0.5871 | 0.5780 | 0.7603 |
134
+ | No log | 9.2222 | 166 | 0.5727 | 0.6249 | 0.5727 | 0.7567 |
135
+ | No log | 9.3333 | 168 | 0.5970 | 0.5612 | 0.5970 | 0.7727 |
136
+ | No log | 9.4444 | 170 | 0.6286 | 0.5413 | 0.6286 | 0.7928 |
137
+ | No log | 9.5556 | 172 | 0.5686 | 0.5035 | 0.5686 | 0.7541 |
138
+ | No log | 9.6667 | 174 | 0.5986 | 0.5553 | 0.5986 | 0.7737 |
139
+ | No log | 9.7778 | 176 | 0.6650 | 0.4887 | 0.6650 | 0.8155 |
140
+ | No log | 9.8889 | 178 | 0.6879 | 0.4887 | 0.6879 | 0.8294 |
141
+ | No log | 10.0 | 180 | 0.6066 | 0.4239 | 0.6066 | 0.7788 |
142
+ | No log | 10.1111 | 182 | 0.5775 | 0.3551 | 0.5775 | 0.7599 |
143
+ | No log | 10.2222 | 184 | 0.6028 | 0.3628 | 0.6028 | 0.7764 |
144
+ | No log | 10.3333 | 186 | 0.5845 | 0.4735 | 0.5845 | 0.7645 |
145
+ | No log | 10.4444 | 188 | 0.5856 | 0.5673 | 0.5856 | 0.7653 |
146
+ | No log | 10.5556 | 190 | 0.5994 | 0.5944 | 0.5994 | 0.7742 |
147
+ | No log | 10.6667 | 192 | 0.6015 | 0.5524 | 0.6015 | 0.7756 |
148
+ | No log | 10.7778 | 194 | 0.5719 | 0.4907 | 0.5719 | 0.7563 |
149
+ | No log | 10.8889 | 196 | 0.5715 | 0.4968 | 0.5715 | 0.7560 |
150
+ | No log | 11.0 | 198 | 0.6132 | 0.4764 | 0.6132 | 0.7831 |
151
+ | No log | 11.1111 | 200 | 0.6398 | 0.4606 | 0.6398 | 0.7999 |
152
+ | No log | 11.2222 | 202 | 0.5916 | 0.4484 | 0.5916 | 0.7692 |
153
+ | No log | 11.3333 | 204 | 0.5735 | 0.4953 | 0.5735 | 0.7573 |
154
+ | No log | 11.4444 | 206 | 0.5647 | 0.4659 | 0.5647 | 0.7515 |
155
+ | No log | 11.5556 | 208 | 0.6000 | 0.4855 | 0.6000 | 0.7746 |
156
+ | No log | 11.6667 | 210 | 0.7121 | 0.4457 | 0.7121 | 0.8438 |
157
+ | No log | 11.7778 | 212 | 0.6286 | 0.4845 | 0.6286 | 0.7928 |
158
+ | No log | 11.8889 | 214 | 0.5521 | 0.4378 | 0.5521 | 0.7430 |
159
+ | No log | 12.0 | 216 | 0.5994 | 0.4389 | 0.5994 | 0.7742 |
160
+ | No log | 12.1111 | 218 | 0.5791 | 0.4938 | 0.5791 | 0.7610 |
161
+ | No log | 12.2222 | 220 | 0.5511 | 0.4182 | 0.5511 | 0.7424 |
162
+ | No log | 12.3333 | 222 | 0.7019 | 0.4741 | 0.7019 | 0.8378 |
163
+ | No log | 12.4444 | 224 | 0.7067 | 0.4812 | 0.7067 | 0.8406 |
164
+ | No log | 12.5556 | 226 | 0.5699 | 0.4684 | 0.5699 | 0.7549 |
165
+ | No log | 12.6667 | 228 | 0.5171 | 0.4742 | 0.5171 | 0.7191 |
166
+ | No log | 12.7778 | 230 | 0.6076 | 0.5363 | 0.6076 | 0.7795 |
167
+ | No log | 12.8889 | 232 | 0.6476 | 0.5436 | 0.6476 | 0.8047 |
168
+ | No log | 13.0 | 234 | 0.5787 | 0.5190 | 0.5787 | 0.7607 |
169
+ | No log | 13.1111 | 236 | 0.5598 | 0.5626 | 0.5598 | 0.7482 |
170
+ | No log | 13.2222 | 238 | 0.6646 | 0.5364 | 0.6646 | 0.8152 |
171
+ | No log | 13.3333 | 240 | 0.6632 | 0.5396 | 0.6632 | 0.8144 |
172
+ | No log | 13.4444 | 242 | 0.5812 | 0.5341 | 0.5812 | 0.7623 |
173
+ | No log | 13.5556 | 244 | 0.5715 | 0.4973 | 0.5715 | 0.7560 |
174
+ | No log | 13.6667 | 246 | 0.6081 | 0.4406 | 0.6081 | 0.7798 |
175
+ | No log | 13.7778 | 248 | 0.6434 | 0.4066 | 0.6434 | 0.8021 |
176
+ | No log | 13.8889 | 250 | 0.6407 | 0.3994 | 0.6407 | 0.8004 |
177
+ | No log | 14.0 | 252 | 0.6551 | 0.3568 | 0.6551 | 0.8094 |
178
+ | No log | 14.1111 | 254 | 0.6032 | 0.5009 | 0.6032 | 0.7767 |
179
+ | No log | 14.2222 | 256 | 0.6093 | 0.5184 | 0.6093 | 0.7806 |
180
+ | No log | 14.3333 | 258 | 0.6271 | 0.4845 | 0.6271 | 0.7919 |
181
+ | No log | 14.4444 | 260 | 0.6580 | 0.4602 | 0.6580 | 0.8112 |
182
+ | No log | 14.5556 | 262 | 0.6399 | 0.4534 | 0.6399 | 0.7999 |
183
+ | No log | 14.6667 | 264 | 0.6273 | 0.3890 | 0.6273 | 0.7920 |
184
+ | No log | 14.7778 | 266 | 0.6332 | 0.3380 | 0.6332 | 0.7958 |
185
+ | No log | 14.8889 | 268 | 0.6273 | 0.3426 | 0.6273 | 0.7920 |
186
+ | No log | 15.0 | 270 | 0.6252 | 0.4027 | 0.6252 | 0.7907 |
187
+ | No log | 15.1111 | 272 | 0.6451 | 0.4618 | 0.6451 | 0.8032 |
188
+ | No log | 15.2222 | 274 | 0.6612 | 0.4704 | 0.6612 | 0.8131 |
189
+ | No log | 15.3333 | 276 | 0.6748 | 0.4644 | 0.6748 | 0.8214 |
190
+ | No log | 15.4444 | 278 | 0.6538 | 0.4642 | 0.6538 | 0.8086 |
191
+ | No log | 15.5556 | 280 | 0.6238 | 0.5201 | 0.6238 | 0.7898 |
192
+ | No log | 15.6667 | 282 | 0.6085 | 0.5304 | 0.6085 | 0.7801 |
193
+ | No log | 15.7778 | 284 | 0.6143 | 0.4200 | 0.6143 | 0.7838 |
194
+ | No log | 15.8889 | 286 | 0.6151 | 0.4149 | 0.6151 | 0.7843 |
195
+ | No log | 16.0 | 288 | 0.5798 | 0.4615 | 0.5798 | 0.7615 |
196
+ | No log | 16.1111 | 290 | 0.5581 | 0.5003 | 0.5581 | 0.7471 |
197
+ | No log | 16.2222 | 292 | 0.5564 | 0.5003 | 0.5564 | 0.7459 |
198
+ | No log | 16.3333 | 294 | 0.5547 | 0.5250 | 0.5547 | 0.7448 |
199
+ | No log | 16.4444 | 296 | 0.5511 | 0.5584 | 0.5511 | 0.7424 |
200
+ | No log | 16.5556 | 298 | 0.5457 | 0.5344 | 0.5457 | 0.7387 |
201
+ | No log | 16.6667 | 300 | 0.5444 | 0.5208 | 0.5444 | 0.7378 |
202
+ | No log | 16.7778 | 302 | 0.5393 | 0.4816 | 0.5393 | 0.7344 |
203
+ | No log | 16.8889 | 304 | 0.5777 | 0.4158 | 0.5777 | 0.7601 |
204
+ | No log | 17.0 | 306 | 0.6784 | 0.4197 | 0.6784 | 0.8236 |
205
+ | No log | 17.1111 | 308 | 0.6962 | 0.4329 | 0.6962 | 0.8344 |
206
+ | No log | 17.2222 | 310 | 0.6359 | 0.4247 | 0.6359 | 0.7975 |
207
+ | No log | 17.3333 | 312 | 0.5733 | 0.4455 | 0.5733 | 0.7572 |
208
+ | No log | 17.4444 | 314 | 0.5671 | 0.4973 | 0.5671 | 0.7531 |
209
+ | No log | 17.5556 | 316 | 0.5733 | 0.4757 | 0.5733 | 0.7572 |
210
+ | No log | 17.6667 | 318 | 0.5762 | 0.4517 | 0.5762 | 0.7591 |
211
+ | No log | 17.7778 | 320 | 0.5703 | 0.5092 | 0.5703 | 0.7552 |
212
+ | No log | 17.8889 | 322 | 0.5733 | 0.4419 | 0.5733 | 0.7572 |
213
+ | No log | 18.0 | 324 | 0.6323 | 0.5101 | 0.6323 | 0.7952 |
214
+ | No log | 18.1111 | 326 | 0.6299 | 0.5101 | 0.6299 | 0.7937 |
215
+ | No log | 18.2222 | 328 | 0.5764 | 0.5362 | 0.5764 | 0.7592 |
216
+ | No log | 18.3333 | 330 | 0.5507 | 0.3964 | 0.5507 | 0.7421 |
217
+ | No log | 18.4444 | 332 | 0.5545 | 0.3916 | 0.5545 | 0.7447 |
218
+ | No log | 18.5556 | 334 | 0.5527 | 0.3889 | 0.5527 | 0.7435 |
219
+ | No log | 18.6667 | 336 | 0.5596 | 0.4637 | 0.5596 | 0.7481 |
220
+ | No log | 18.7778 | 338 | 0.6154 | 0.4741 | 0.6154 | 0.7845 |
221
+ | No log | 18.8889 | 340 | 0.7165 | 0.5047 | 0.7165 | 0.8465 |
222
+ | No log | 19.0 | 342 | 0.7119 | 0.4859 | 0.7119 | 0.8437 |
223
+ | No log | 19.1111 | 344 | 0.5862 | 0.4979 | 0.5862 | 0.7656 |
224
+ | No log | 19.2222 | 346 | 0.5035 | 0.6070 | 0.5035 | 0.7096 |
225
+ | No log | 19.3333 | 348 | 0.5526 | 0.5300 | 0.5526 | 0.7434 |
226
+ | No log | 19.4444 | 350 | 0.6422 | 0.4238 | 0.6422 | 0.8014 |
227
+ | No log | 19.5556 | 352 | 0.6516 | 0.3697 | 0.6516 | 0.8072 |
228
+ | No log | 19.6667 | 354 | 0.5634 | 0.4931 | 0.5634 | 0.7506 |
229
+ | No log | 19.7778 | 356 | 0.5081 | 0.6641 | 0.5081 | 0.7128 |
230
+ | No log | 19.8889 | 358 | 0.5279 | 0.5195 | 0.5279 | 0.7266 |
231
+ | No log | 20.0 | 360 | 0.5363 | 0.5577 | 0.5363 | 0.7323 |
232
+ | No log | 20.1111 | 362 | 0.5479 | 0.5601 | 0.5479 | 0.7402 |
233
+ | No log | 20.2222 | 364 | 0.5474 | 0.5577 | 0.5474 | 0.7399 |
234
+ | No log | 20.3333 | 366 | 0.5592 | 0.5577 | 0.5592 | 0.7478 |
235
+ | No log | 20.4444 | 368 | 0.5557 | 0.5577 | 0.5557 | 0.7454 |
236
+ | No log | 20.5556 | 370 | 0.5807 | 0.5254 | 0.5807 | 0.7621 |
237
+ | No log | 20.6667 | 372 | 0.5988 | 0.5123 | 0.5988 | 0.7738 |
238
+ | No log | 20.7778 | 374 | 0.5922 | 0.4997 | 0.5922 | 0.7695 |
239
+ | No log | 20.8889 | 376 | 0.5574 | 0.4705 | 0.5574 | 0.7466 |
240
+ | No log | 21.0 | 378 | 0.5337 | 0.4816 | 0.5337 | 0.7305 |
241
+ | No log | 21.1111 | 380 | 0.5493 | 0.4291 | 0.5493 | 0.7412 |
242
+ | No log | 21.2222 | 382 | 0.5786 | 0.3976 | 0.5786 | 0.7607 |
243
+ | No log | 21.3333 | 384 | 0.6253 | 0.4409 | 0.6253 | 0.7908 |
244
+ | No log | 21.4444 | 386 | 0.6330 | 0.4502 | 0.6330 | 0.7956 |
245
+ | No log | 21.5556 | 388 | 0.5818 | 0.5291 | 0.5818 | 0.7627 |
246
+ | No log | 21.6667 | 390 | 0.5321 | 0.5125 | 0.5321 | 0.7295 |
247
+ | No log | 21.7778 | 392 | 0.6026 | 0.5168 | 0.6026 | 0.7763 |
248
+ | No log | 21.8889 | 394 | 0.6473 | 0.4909 | 0.6473 | 0.8046 |
249
+ | No log | 22.0 | 396 | 0.5942 | 0.4875 | 0.5942 | 0.7708 |
250
+ | No log | 22.1111 | 398 | 0.5328 | 0.4697 | 0.5328 | 0.7299 |
251
+ | No log | 22.2222 | 400 | 0.5166 | 0.5472 | 0.5166 | 0.7187 |
252
+ | No log | 22.3333 | 402 | 0.5128 | 0.5472 | 0.5128 | 0.7161 |
253
+ | No log | 22.4444 | 404 | 0.5060 | 0.5250 | 0.5060 | 0.7114 |
254
+ | No log | 22.5556 | 406 | 0.5032 | 0.5022 | 0.5032 | 0.7094 |
255
+ | No log | 22.6667 | 408 | 0.5053 | 0.5522 | 0.5053 | 0.7108 |
256
+ | No log | 22.7778 | 410 | 0.5265 | 0.5061 | 0.5265 | 0.7256 |
257
+ | No log | 22.8889 | 412 | 0.5265 | 0.5765 | 0.5265 | 0.7256 |
258
+ | No log | 23.0 | 414 | 0.5184 | 0.4832 | 0.5184 | 0.7200 |
259
+ | No log | 23.1111 | 416 | 0.5163 | 0.4782 | 0.5163 | 0.7185 |
260
+ | No log | 23.2222 | 418 | 0.5181 | 0.4782 | 0.5181 | 0.7198 |
261
+ | No log | 23.3333 | 420 | 0.5240 | 0.5475 | 0.5240 | 0.7239 |
262
+ | No log | 23.4444 | 422 | 0.5407 | 0.3445 | 0.5407 | 0.7353 |
263
+ | No log | 23.5556 | 424 | 0.5902 | 0.4855 | 0.5902 | 0.7682 |
264
+ | No log | 23.6667 | 426 | 0.6485 | 0.4491 | 0.6485 | 0.8053 |
265
+ | No log | 23.7778 | 428 | 0.6860 | 0.4491 | 0.6860 | 0.8283 |
266
+ | No log | 23.8889 | 430 | 0.6764 | 0.4749 | 0.6764 | 0.8224 |
267
+ | No log | 24.0 | 432 | 0.6352 | 0.3640 | 0.6352 | 0.7970 |
268
+ | No log | 24.1111 | 434 | 0.6355 | 0.3425 | 0.6355 | 0.7972 |
269
+ | No log | 24.2222 | 436 | 0.6590 | 0.3355 | 0.6590 | 0.8118 |
270
+ | No log | 24.3333 | 438 | 0.6686 | 0.3794 | 0.6686 | 0.8177 |
271
+ | No log | 24.4444 | 440 | 0.6877 | 0.4665 | 0.6877 | 0.8292 |
272
+ | No log | 24.5556 | 442 | 0.7176 | 0.4665 | 0.7176 | 0.8471 |
273
+ | No log | 24.6667 | 444 | 0.6876 | 0.4665 | 0.6876 | 0.8292 |
274
+ | No log | 24.7778 | 446 | 0.6059 | 0.4542 | 0.6059 | 0.7784 |
275
+ | No log | 24.8889 | 448 | 0.5597 | 0.3890 | 0.5597 | 0.7482 |
276
+ | No log | 25.0 | 450 | 0.5500 | 0.4575 | 0.5500 | 0.7416 |
277
+ | No log | 25.1111 | 452 | 0.5485 | 0.4757 | 0.5485 | 0.7406 |
278
+ | No log | 25.2222 | 454 | 0.5463 | 0.4757 | 0.5463 | 0.7391 |
279
+ | No log | 25.3333 | 456 | 0.5431 | 0.4953 | 0.5431 | 0.7370 |
280
+ | No log | 25.4444 | 458 | 0.5494 | 0.4147 | 0.5494 | 0.7412 |
281
+ | No log | 25.5556 | 460 | 0.5685 | 0.4948 | 0.5685 | 0.7540 |
282
+ | No log | 25.6667 | 462 | 0.6055 | 0.5206 | 0.6055 | 0.7781 |
283
+ | No log | 25.7778 | 464 | 0.5932 | 0.5206 | 0.5932 | 0.7702 |
284
+ | No log | 25.8889 | 466 | 0.5751 | 0.4413 | 0.5751 | 0.7583 |
285
+ | No log | 26.0 | 468 | 0.5594 | 0.3618 | 0.5594 | 0.7479 |
286
+ | No log | 26.1111 | 470 | 0.5409 | 0.4535 | 0.5409 | 0.7355 |
287
+ | No log | 26.2222 | 472 | 0.5377 | 0.5413 | 0.5377 | 0.7333 |
288
+ | No log | 26.3333 | 474 | 0.5395 | 0.5125 | 0.5395 | 0.7345 |
289
+ | No log | 26.4444 | 476 | 0.5397 | 0.4763 | 0.5397 | 0.7347 |
290
+ | No log | 26.5556 | 478 | 0.5450 | 0.5272 | 0.5450 | 0.7382 |
291
+ | No log | 26.6667 | 480 | 0.5480 | 0.5053 | 0.5480 | 0.7403 |
292
+ | No log | 26.7778 | 482 | 0.5430 | 0.4984 | 0.5430 | 0.7369 |
293
+ | No log | 26.8889 | 484 | 0.5385 | 0.4338 | 0.5385 | 0.7338 |
294
+ | No log | 27.0 | 486 | 0.5372 | 0.4878 | 0.5372 | 0.7329 |
295
+ | No log | 27.1111 | 488 | 0.5376 | 0.4820 | 0.5376 | 0.7332 |
296
+ | No log | 27.2222 | 490 | 0.5428 | 0.5589 | 0.5428 | 0.7368 |
297
+ | No log | 27.3333 | 492 | 0.5614 | 0.5632 | 0.5614 | 0.7492 |
298
+ | No log | 27.4444 | 494 | 0.5845 | 0.5395 | 0.5845 | 0.7645 |
299
+ | No log | 27.5556 | 496 | 0.5753 | 0.4948 | 0.5753 | 0.7585 |
300
+ | No log | 27.6667 | 498 | 0.5505 | 0.4171 | 0.5505 | 0.7420 |
301
+ | 0.2701 | 27.7778 | 500 | 0.5460 | 0.4052 | 0.5460 | 0.7389 |
302
+ | 0.2701 | 27.8889 | 502 | 0.5448 | 0.4361 | 0.5448 | 0.7381 |
303
+ | 0.2701 | 28.0 | 504 | 0.5447 | 0.4898 | 0.5447 | 0.7380 |
304
+ | 0.2701 | 28.1111 | 506 | 0.5425 | 0.4656 | 0.5425 | 0.7366 |
305
+ | 0.2701 | 28.2222 | 508 | 0.5391 | 0.4782 | 0.5391 | 0.7342 |
306
+ | 0.2701 | 28.3333 | 510 | 0.5433 | 0.5668 | 0.5433 | 0.7371 |
307
+ | 0.2701 | 28.4444 | 512 | 0.5291 | 0.5974 | 0.5291 | 0.7274 |
308
+ | 0.2701 | 28.5556 | 514 | 0.5403 | 0.4795 | 0.5403 | 0.7351 |
309
+ | 0.2701 | 28.6667 | 516 | 0.5789 | 0.5095 | 0.5789 | 0.7608 |
310
+ | 0.2701 | 28.7778 | 518 | 0.6010 | 0.5249 | 0.6010 | 0.7752 |
311
+ | 0.2701 | 28.8889 | 520 | 0.5678 | 0.5095 | 0.5678 | 0.7535 |
312
+ | 0.2701 | 29.0 | 522 | 0.5233 | 0.5009 | 0.5233 | 0.7234 |
313
+ | 0.2701 | 29.1111 | 524 | 0.5114 | 0.5647 | 0.5114 | 0.7151 |
314
+ | 0.2701 | 29.2222 | 526 | 0.5196 | 0.5428 | 0.5196 | 0.7209 |
315
+ | 0.2701 | 29.3333 | 528 | 0.5144 | 0.5960 | 0.5144 | 0.7172 |
316
+ | 0.2701 | 29.4444 | 530 | 0.5225 | 0.4631 | 0.5225 | 0.7229 |
317
+ | 0.2701 | 29.5556 | 532 | 0.5333 | 0.4631 | 0.5333 | 0.7302 |
318
+ | 0.2701 | 29.6667 | 534 | 0.5398 | 0.4767 | 0.5398 | 0.7347 |
319
+ | 0.2701 | 29.7778 | 536 | 0.5309 | 0.4767 | 0.5309 | 0.7286 |
320
+ | 0.2701 | 29.8889 | 538 | 0.5073 | 0.5343 | 0.5073 | 0.7122 |
321
+ | 0.2701 | 30.0 | 540 | 0.5031 | 0.5428 | 0.5031 | 0.7093 |
322
+ | 0.2701 | 30.1111 | 542 | 0.5474 | 0.5553 | 0.5474 | 0.7398 |
323
+ | 0.2701 | 30.2222 | 544 | 0.5721 | 0.5342 | 0.5721 | 0.7564 |
324
+ | 0.2701 | 30.3333 | 546 | 0.5437 | 0.5758 | 0.5437 | 0.7374 |
325
+ | 0.2701 | 30.4444 | 548 | 0.5065 | 0.5632 | 0.5065 | 0.7117 |
326
+ | 0.2701 | 30.5556 | 550 | 0.5018 | 0.5344 | 0.5018 | 0.7084 |
327
+ | 0.2701 | 30.6667 | 552 | 0.5032 | 0.5286 | 0.5032 | 0.7093 |
328
+ | 0.2701 | 30.7778 | 554 | 0.5067 | 0.5286 | 0.5067 | 0.7118 |
329
+ | 0.2701 | 30.8889 | 556 | 0.5148 | 0.5577 | 0.5148 | 0.7175 |
330
+ | 0.2701 | 31.0 | 558 | 0.5327 | 0.4855 | 0.5327 | 0.7298 |
331
+ | 0.2701 | 31.1111 | 560 | 0.5746 | 0.4542 | 0.5746 | 0.7580 |
332
+ | 0.2701 | 31.2222 | 562 | 0.6234 | 0.4665 | 0.6234 | 0.7895 |
333
+ | 0.2701 | 31.3333 | 564 | 0.6090 | 0.4522 | 0.6090 | 0.7804 |
334
+ | 0.2701 | 31.4444 | 566 | 0.5818 | 0.4522 | 0.5818 | 0.7627 |
335
+ | 0.2701 | 31.5556 | 568 | 0.5559 | 0.4855 | 0.5559 | 0.7456 |
336
+ | 0.2701 | 31.6667 | 570 | 0.5423 | 0.4618 | 0.5423 | 0.7364 |
337
+ | 0.2701 | 31.7778 | 572 | 0.5409 | 0.4684 | 0.5409 | 0.7354 |
338
+ | 0.2701 | 31.8889 | 574 | 0.5259 | 0.5345 | 0.5259 | 0.7252 |
339
+ | 0.2701 | 32.0 | 576 | 0.5036 | 0.5267 | 0.5036 | 0.7096 |
340
+ | 0.2701 | 32.1111 | 578 | 0.5036 | 0.5556 | 0.5036 | 0.7097 |
341
+ | 0.2701 | 32.2222 | 580 | 0.5138 | 0.5171 | 0.5138 | 0.7168 |
342
+ | 0.2701 | 32.3333 | 582 | 0.5158 | 0.5171 | 0.5158 | 0.7182 |
343
+ | 0.2701 | 32.4444 | 584 | 0.5104 | 0.5625 | 0.5104 | 0.7145 |
344
+ | 0.2701 | 32.5556 | 586 | 0.5399 | 0.5081 | 0.5399 | 0.7348 |
345
+ | 0.2701 | 32.6667 | 588 | 0.5860 | 0.5123 | 0.5860 | 0.7655 |
346
+ | 0.2701 | 32.7778 | 590 | 0.6228 | 0.4898 | 0.6228 | 0.7892 |
347
+ | 0.2701 | 32.8889 | 592 | 0.6322 | 0.4898 | 0.6322 | 0.7951 |
348
+ | 0.2701 | 33.0 | 594 | 0.5943 | 0.4684 | 0.5943 | 0.7709 |
349
+ | 0.2701 | 33.1111 | 596 | 0.5746 | 0.4451 | 0.5746 | 0.7580 |
350
+ | 0.2701 | 33.2222 | 598 | 0.5593 | 0.3340 | 0.5593 | 0.7479 |
351
+ | 0.2701 | 33.3333 | 600 | 0.5568 | 0.4801 | 0.5568 | 0.7462 |
352
+ | 0.2701 | 33.4444 | 602 | 0.5649 | 0.5758 | 0.5649 | 0.7516 |
353
+ | 0.2701 | 33.5556 | 604 | 0.5576 | 0.5772 | 0.5576 | 0.7467 |
354
+ | 0.2701 | 33.6667 | 606 | 0.5356 | 0.6100 | 0.5356 | 0.7318 |
355
+ | 0.2701 | 33.7778 | 608 | 0.5280 | 0.5798 | 0.5280 | 0.7266 |
356
+ | 0.2701 | 33.8889 | 610 | 0.5541 | 0.5406 | 0.5541 | 0.7444 |
357
+ | 0.2701 | 34.0 | 612 | 0.6079 | 0.4079 | 0.6079 | 0.7797 |
358
+ | 0.2701 | 34.1111 | 614 | 0.6411 | 0.4341 | 0.6411 | 0.8007 |
359
+ | 0.2701 | 34.2222 | 616 | 0.6013 | 0.4489 | 0.6013 | 0.7754 |
360
+ | 0.2701 | 34.3333 | 618 | 0.5292 | 0.5105 | 0.5292 | 0.7275 |
361
+ | 0.2701 | 34.4444 | 620 | 0.5090 | 0.4492 | 0.5090 | 0.7134 |
362
+ | 0.2701 | 34.5556 | 622 | 0.5275 | 0.5516 | 0.5275 | 0.7263 |
363
+ | 0.2701 | 34.6667 | 624 | 0.5568 | 0.4997 | 0.5568 | 0.7462 |
364
+ | 0.2701 | 34.7778 | 626 | 0.5573 | 0.5086 | 0.5573 | 0.7466 |
365
+ | 0.2701 | 34.8889 | 628 | 0.5804 | 0.4582 | 0.5804 | 0.7618 |
366
+ | 0.2701 | 35.0 | 630 | 0.5877 | 0.4961 | 0.5877 | 0.7666 |
367
+ | 0.2701 | 35.1111 | 632 | 0.5646 | 0.5107 | 0.5646 | 0.7514 |
368
+ | 0.2701 | 35.2222 | 634 | 0.5524 | 0.4464 | 0.5524 | 0.7433 |
369
+ | 0.2701 | 35.3333 | 636 | 0.5499 | 0.4933 | 0.5499 | 0.7416 |
370
+ | 0.2701 | 35.4444 | 638 | 0.5461 | 0.4933 | 0.5461 | 0.7390 |
371
+ | 0.2701 | 35.5556 | 640 | 0.5604 | 0.4933 | 0.5604 | 0.7486 |
372
+ | 0.2701 | 35.6667 | 642 | 0.5671 | 0.5639 | 0.5671 | 0.7530 |
373
+ | 0.2701 | 35.7778 | 644 | 0.5590 | 0.5845 | 0.5590 | 0.7476 |
374
+ | 0.2701 | 35.8889 | 646 | 0.5382 | 0.5799 | 0.5382 | 0.7336 |
375
+ | 0.2701 | 36.0 | 648 | 0.5459 | 0.4945 | 0.5459 | 0.7389 |
376
+ | 0.2701 | 36.1111 | 650 | 0.5890 | 0.4528 | 0.5890 | 0.7675 |
377
+ | 0.2701 | 36.2222 | 652 | 0.5897 | 0.4028 | 0.5897 | 0.7679 |
378
+ | 0.2701 | 36.3333 | 654 | 0.5605 | 0.4116 | 0.5605 | 0.7487 |
379
+ | 0.2701 | 36.4444 | 656 | 0.5394 | 0.4838 | 0.5394 | 0.7344 |
380
+ | 0.2701 | 36.5556 | 658 | 0.5336 | 0.4774 | 0.5336 | 0.7305 |
381
+ | 0.2701 | 36.6667 | 660 | 0.5379 | 0.4763 | 0.5379 | 0.7334 |
382
+ | 0.2701 | 36.7778 | 662 | 0.5443 | 0.5306 | 0.5443 | 0.7378 |
383
+ | 0.2701 | 36.8889 | 664 | 0.5497 | 0.5306 | 0.5497 | 0.7414 |
384
+ | 0.2701 | 37.0 | 666 | 0.5372 | 0.5937 | 0.5372 | 0.7330 |
385
+ | 0.2701 | 37.1111 | 668 | 0.5311 | 0.5177 | 0.5311 | 0.7288 |
386
+ | 0.2701 | 37.2222 | 670 | 0.5362 | 0.5079 | 0.5362 | 0.7322 |
387
+ | 0.2701 | 37.3333 | 672 | 0.5409 | 0.4697 | 0.5409 | 0.7355 |
388
+ | 0.2701 | 37.4444 | 674 | 0.5434 | 0.4611 | 0.5434 | 0.7372 |
389
+ | 0.2701 | 37.5556 | 676 | 0.5360 | 0.4611 | 0.5360 | 0.7321 |
390
+ | 0.2701 | 37.6667 | 678 | 0.5316 | 0.4904 | 0.5316 | 0.7291 |
391
+ | 0.2701 | 37.7778 | 680 | 0.5335 | 0.5396 | 0.5335 | 0.7304 |
392
+ | 0.2701 | 37.8889 | 682 | 0.5354 | 0.5396 | 0.5354 | 0.7317 |
393
+ | 0.2701 | 38.0 | 684 | 0.5332 | 0.5184 | 0.5332 | 0.7302 |
394
+ | 0.2701 | 38.1111 | 686 | 0.5409 | 0.5118 | 0.5409 | 0.7354 |
395
+ | 0.2701 | 38.2222 | 688 | 0.5646 | 0.4717 | 0.5646 | 0.7514 |
396
+ | 0.2701 | 38.3333 | 690 | 0.5740 | 0.4734 | 0.5740 | 0.7577 |
397
+ | 0.2701 | 38.4444 | 692 | 0.5797 | 0.4655 | 0.5797 | 0.7614 |
398
+ | 0.2701 | 38.5556 | 694 | 0.5894 | 0.4832 | 0.5894 | 0.7677 |
399
+ | 0.2701 | 38.6667 | 696 | 0.5984 | 0.4756 | 0.5984 | 0.7735 |
400
+ | 0.2701 | 38.7778 | 698 | 0.5755 | 0.4821 | 0.5755 | 0.7586 |
401
+ | 0.2701 | 38.8889 | 700 | 0.5485 | 0.4802 | 0.5485 | 0.7406 |
402
+ | 0.2701 | 39.0 | 702 | 0.5313 | 0.4611 | 0.5313 | 0.7289 |
403
+ | 0.2701 | 39.1111 | 704 | 0.5180 | 0.4677 | 0.5180 | 0.7197 |
404
+ | 0.2701 | 39.2222 | 706 | 0.5161 | 0.4918 | 0.5161 | 0.7184 |
405
+ | 0.2701 | 39.3333 | 708 | 0.5204 | 0.4677 | 0.5204 | 0.7214 |
406
+ | 0.2701 | 39.4444 | 710 | 0.5265 | 0.4677 | 0.5265 | 0.7256 |
407
+ | 0.2701 | 39.5556 | 712 | 0.5294 | 0.4611 | 0.5294 | 0.7276 |
408
+ | 0.2701 | 39.6667 | 714 | 0.5304 | 0.4776 | 0.5304 | 0.7283 |
409
+ | 0.2701 | 39.7778 | 716 | 0.5291 | 0.4991 | 0.5291 | 0.7274 |
410
+ | 0.2701 | 39.8889 | 718 | 0.5278 | 0.4611 | 0.5278 | 0.7265 |
411
+ | 0.2701 | 40.0 | 720 | 0.5322 | 0.4611 | 0.5322 | 0.7295 |
412
+ | 0.2701 | 40.1111 | 722 | 0.5286 | 0.4677 | 0.5286 | 0.7271 |
413
+ | 0.2701 | 40.2222 | 724 | 0.5247 | 0.4677 | 0.5247 | 0.7244 |
414
+ | 0.2701 | 40.3333 | 726 | 0.5223 | 0.4918 | 0.5223 | 0.7227 |
415
+ | 0.2701 | 40.4444 | 728 | 0.5208 | 0.4595 | 0.5208 | 0.7217 |
416
+ | 0.2701 | 40.5556 | 730 | 0.5303 | 0.5206 | 0.5303 | 0.7282 |
417
+ | 0.2701 | 40.6667 | 732 | 0.5610 | 0.6508 | 0.5610 | 0.7490 |
418
+ | 0.2701 | 40.7778 | 734 | 0.5650 | 0.6508 | 0.5650 | 0.7517 |
419
+ | 0.2701 | 40.8889 | 736 | 0.5451 | 0.5528 | 0.5451 | 0.7383 |
420
+ | 0.2701 | 41.0 | 738 | 0.5278 | 0.4619 | 0.5278 | 0.7265 |
421
+ | 0.2701 | 41.1111 | 740 | 0.5248 | 0.4928 | 0.5248 | 0.7244 |
422
+ | 0.2701 | 41.2222 | 742 | 0.5243 | 0.4928 | 0.5243 | 0.7241 |
423
+ | 0.2701 | 41.3333 | 744 | 0.5240 | 0.4697 | 0.5240 | 0.7239 |
424
+ | 0.2701 | 41.4444 | 746 | 0.5228 | 0.4776 | 0.5228 | 0.7230 |
425
+ | 0.2701 | 41.5556 | 748 | 0.5217 | 0.4697 | 0.5217 | 0.7223 |
426
+ | 0.2701 | 41.6667 | 750 | 0.5229 | 0.4635 | 0.5229 | 0.7231 |
427
+ | 0.2701 | 41.7778 | 752 | 0.5240 | 0.4635 | 0.5240 | 0.7239 |
428
+ | 0.2701 | 41.8889 | 754 | 0.5204 | 0.4697 | 0.5204 | 0.7214 |
429
+ | 0.2701 | 42.0 | 756 | 0.5261 | 0.4813 | 0.5261 | 0.7254 |
430
+ | 0.2701 | 42.1111 | 758 | 0.5304 | 0.4813 | 0.5304 | 0.7283 |
431
+ | 0.2701 | 42.2222 | 760 | 0.5208 | 0.4438 | 0.5208 | 0.7217 |
432
+ | 0.2701 | 42.3333 | 762 | 0.5129 | 0.4820 | 0.5129 | 0.7161 |
433
+ | 0.2701 | 42.4444 | 764 | 0.5076 | 0.4858 | 0.5076 | 0.7125 |
434
+ | 0.2701 | 42.5556 | 766 | 0.5165 | 0.4569 | 0.5165 | 0.7187 |
435
+ | 0.2701 | 42.6667 | 768 | 0.5292 | 0.4653 | 0.5292 | 0.7275 |
436
+ | 0.2701 | 42.7778 | 770 | 0.5235 | 0.4653 | 0.5235 | 0.7235 |
437
+ | 0.2701 | 42.8889 | 772 | 0.5156 | 0.4717 | 0.5156 | 0.7180 |
438
+ | 0.2701 | 43.0 | 774 | 0.5084 | 0.4717 | 0.5084 | 0.7130 |
439
+ | 0.2701 | 43.1111 | 776 | 0.5049 | 0.4795 | 0.5049 | 0.7105 |
440
+ | 0.2701 | 43.2222 | 778 | 0.5066 | 0.4562 | 0.5066 | 0.7117 |
441
+ | 0.2701 | 43.3333 | 780 | 0.5120 | 0.4915 | 0.5120 | 0.7155 |
442
+ | 0.2701 | 43.4444 | 782 | 0.5137 | 0.4915 | 0.5137 | 0.7167 |
443
+ | 0.2701 | 43.5556 | 784 | 0.5120 | 0.4562 | 0.5120 | 0.7155 |
444
+ | 0.2701 | 43.6667 | 786 | 0.5141 | 0.4869 | 0.5141 | 0.7170 |
445
+ | 0.2701 | 43.7778 | 788 | 0.5155 | 0.4869 | 0.5155 | 0.7180 |
446
+ | 0.2701 | 43.8889 | 790 | 0.5101 | 0.4938 | 0.5101 | 0.7142 |
447
+ | 0.2701 | 44.0 | 792 | 0.5068 | 0.4746 | 0.5068 | 0.7119 |
448
+ | 0.2701 | 44.1111 | 794 | 0.5043 | 0.4634 | 0.5043 | 0.7102 |
449
+ | 0.2701 | 44.2222 | 796 | 0.5025 | 0.4634 | 0.5025 | 0.7088 |
450
+ | 0.2701 | 44.3333 | 798 | 0.5073 | 0.5593 | 0.5073 | 0.7123 |
451
+ | 0.2701 | 44.4444 | 800 | 0.5092 | 0.5801 | 0.5092 | 0.7136 |
452
+ | 0.2701 | 44.5556 | 802 | 0.5059 | 0.6018 | 0.5059 | 0.7113 |
453
+ | 0.2701 | 44.6667 | 804 | 0.4927 | 0.6241 | 0.4927 | 0.7020 |
454
+ | 0.2701 | 44.7778 | 806 | 0.4862 | 0.5195 | 0.4862 | 0.6972 |
455
+ | 0.2701 | 44.8889 | 808 | 0.5060 | 0.5046 | 0.5060 | 0.7113 |
456
+ | 0.2701 | 45.0 | 810 | 0.5461 | 0.4841 | 0.5461 | 0.7390 |
457
+ | 0.2701 | 45.1111 | 812 | 0.5719 | 0.4795 | 0.5719 | 0.7562 |
458
+ | 0.2701 | 45.2222 | 814 | 0.5664 | 0.4795 | 0.5664 | 0.7526 |
459
+ | 0.2701 | 45.3333 | 816 | 0.5344 | 0.4979 | 0.5344 | 0.7310 |
460
+ | 0.2701 | 45.4444 | 818 | 0.5168 | 0.4979 | 0.5168 | 0.7189 |
461
+ | 0.2701 | 45.5556 | 820 | 0.5016 | 0.5343 | 0.5016 | 0.7082 |
462
+ | 0.2701 | 45.6667 | 822 | 0.4997 | 0.4801 | 0.4997 | 0.7069 |
463
+ | 0.2701 | 45.7778 | 824 | 0.5037 | 0.5089 | 0.5037 | 0.7097 |
464
+ | 0.2701 | 45.8889 | 826 | 0.5063 | 0.4847 | 0.5063 | 0.7115 |
465
+ | 0.2701 | 46.0 | 828 | 0.5134 | 0.5801 | 0.5134 | 0.7165 |
466
+ | 0.2701 | 46.1111 | 830 | 0.5256 | 0.5577 | 0.5256 | 0.7250 |
467
+ | 0.2701 | 46.2222 | 832 | 0.5312 | 0.4555 | 0.5312 | 0.7288 |
468
+ | 0.2701 | 46.3333 | 834 | 0.5281 | 0.3552 | 0.5281 | 0.7267 |
469
+ | 0.2701 | 46.4444 | 836 | 0.5235 | 0.4314 | 0.5235 | 0.7235 |
470
+ | 0.2701 | 46.5556 | 838 | 0.5213 | 0.4314 | 0.5213 | 0.7220 |
471
+ | 0.2701 | 46.6667 | 840 | 0.5166 | 0.3863 | 0.5166 | 0.7188 |
472
+ | 0.2701 | 46.7778 | 842 | 0.5110 | 0.3995 | 0.5110 | 0.7148 |
473
+ | 0.2701 | 46.8889 | 844 | 0.4989 | 0.4703 | 0.4989 | 0.7063 |
474
+ | 0.2701 | 47.0 | 846 | 0.5009 | 0.5227 | 0.5009 | 0.7077 |
475
+ | 0.2701 | 47.1111 | 848 | 0.5210 | 0.5195 | 0.5210 | 0.7218 |
476
+ | 0.2701 | 47.2222 | 850 | 0.5276 | 0.4997 | 0.5276 | 0.7263 |
477
+ | 0.2701 | 47.3333 | 852 | 0.5175 | 0.4960 | 0.5175 | 0.7194 |
478
+ | 0.2701 | 47.4444 | 854 | 0.5140 | 0.4595 | 0.5140 | 0.7170 |
479
+ | 0.2701 | 47.5556 | 856 | 0.5003 | 0.5321 | 0.5003 | 0.7073 |
480
+ | 0.2701 | 47.6667 | 858 | 0.4940 | 0.5213 | 0.4940 | 0.7028 |
481
+ | 0.2701 | 47.7778 | 860 | 0.4908 | 0.5344 | 0.4908 | 0.7006 |
482
+ | 0.2701 | 47.8889 | 862 | 0.4969 | 0.5201 | 0.4969 | 0.7049 |
483
+ | 0.2701 | 48.0 | 864 | 0.4979 | 0.4681 | 0.4979 | 0.7056 |
484
+ | 0.2701 | 48.1111 | 866 | 0.4960 | 0.5306 | 0.4960 | 0.7043 |
485
+ | 0.2701 | 48.2222 | 868 | 0.4962 | 0.5042 | 0.4962 | 0.7044 |
486
+ | 0.2701 | 48.3333 | 870 | 0.5008 | 0.5042 | 0.5008 | 0.7077 |
487
+ | 0.2701 | 48.4444 | 872 | 0.5036 | 0.5042 | 0.5036 | 0.7096 |
488
+ | 0.2701 | 48.5556 | 874 | 0.5100 | 0.5770 | 0.5100 | 0.7142 |
489
+ | 0.2701 | 48.6667 | 876 | 0.5273 | 0.5457 | 0.5273 | 0.7262 |
490
+ | 0.2701 | 48.7778 | 878 | 0.5359 | 0.5653 | 0.5359 | 0.7321 |
491
+ | 0.2701 | 48.8889 | 880 | 0.5320 | 0.5859 | 0.5320 | 0.7294 |
492
+ | 0.2701 | 49.0 | 882 | 0.5235 | 0.5473 | 0.5235 | 0.7235 |
493
+ | 0.2701 | 49.1111 | 884 | 0.5213 | 0.5974 | 0.5213 | 0.7220 |
494
+ | 0.2701 | 49.2222 | 886 | 0.5300 | 0.5621 | 0.5300 | 0.7280 |
495
+ | 0.2701 | 49.3333 | 888 | 0.5338 | 0.5271 | 0.5338 | 0.7306 |
496
+ | 0.2701 | 49.4444 | 890 | 0.5325 | 0.5111 | 0.5325 | 0.7297 |
497
+ | 0.2701 | 49.5556 | 892 | 0.5296 | 0.5465 | 0.5296 | 0.7277 |
498
+ | 0.2701 | 49.6667 | 894 | 0.5290 | 0.4910 | 0.5290 | 0.7273 |
499
+ | 0.2701 | 49.7778 | 896 | 0.5276 | 0.5042 | 0.5276 | 0.7264 |
500
+ | 0.2701 | 49.8889 | 898 | 0.5272 | 0.4788 | 0.5272 | 0.7261 |
501
+ | 0.2701 | 50.0 | 900 | 0.5259 | 0.4788 | 0.5259 | 0.7252 |
502
+ | 0.2701 | 50.1111 | 902 | 0.5237 | 0.4788 | 0.5237 | 0.7236 |
503
+ | 0.2701 | 50.2222 | 904 | 0.5187 | 0.4934 | 0.5187 | 0.7202 |
504
+ | 0.2701 | 50.3333 | 906 | 0.5164 | 0.4847 | 0.5164 | 0.7186 |
505
+ | 0.2701 | 50.4444 | 908 | 0.5141 | 0.5089 | 0.5141 | 0.7170 |
506
+ | 0.2701 | 50.5556 | 910 | 0.5118 | 0.5505 | 0.5118 | 0.7154 |
507
+ | 0.2701 | 50.6667 | 912 | 0.5124 | 0.5956 | 0.5124 | 0.7158 |
508
+ | 0.2701 | 50.7778 | 914 | 0.5160 | 0.4802 | 0.5160 | 0.7183 |
509
+ | 0.2701 | 50.8889 | 916 | 0.5275 | 0.4448 | 0.5275 | 0.7263 |
510
+ | 0.2701 | 51.0 | 918 | 0.5519 | 0.4886 | 0.5519 | 0.7429 |
511
+ | 0.2701 | 51.1111 | 920 | 0.5483 | 0.4652 | 0.5483 | 0.7405 |
512
+ | 0.2701 | 51.2222 | 922 | 0.5255 | 0.4980 | 0.5255 | 0.7249 |
513
+ | 0.2701 | 51.3333 | 924 | 0.5070 | 0.5703 | 0.5070 | 0.7121 |
514
+ | 0.2701 | 51.4444 | 926 | 0.5196 | 0.5653 | 0.5196 | 0.7208 |
515
+ | 0.2701 | 51.5556 | 928 | 0.5417 | 0.5553 | 0.5417 | 0.7360 |
516
+ | 0.2701 | 51.6667 | 930 | 0.5558 | 0.5553 | 0.5558 | 0.7455 |
517
+ | 0.2701 | 51.7778 | 932 | 0.5514 | 0.5553 | 0.5514 | 0.7426 |
518
+ | 0.2701 | 51.8889 | 934 | 0.5470 | 0.5512 | 0.5470 | 0.7396 |
519
+ | 0.2701 | 52.0 | 936 | 0.5320 | 0.5166 | 0.5320 | 0.7294 |
520
+ | 0.2701 | 52.1111 | 938 | 0.5280 | 0.3945 | 0.5280 | 0.7266 |
521
+ | 0.2701 | 52.2222 | 940 | 0.5320 | 0.4378 | 0.5320 | 0.7294 |
522
+ | 0.2701 | 52.3333 | 942 | 0.5330 | 0.4111 | 0.5330 | 0.7300 |
523
+ | 0.2701 | 52.4444 | 944 | 0.5325 | 0.4378 | 0.5325 | 0.7298 |
524
+ | 0.2701 | 52.5556 | 946 | 0.5329 | 0.4179 | 0.5329 | 0.7300 |
525
+ | 0.2701 | 52.6667 | 948 | 0.5377 | 0.4413 | 0.5377 | 0.7333 |
526
+ | 0.2701 | 52.7778 | 950 | 0.5563 | 0.5223 | 0.5563 | 0.7458 |
527
+ | 0.2701 | 52.8889 | 952 | 0.5590 | 0.5342 | 0.5590 | 0.7476 |
528
+ | 0.2701 | 53.0 | 954 | 0.5586 | 0.5223 | 0.5586 | 0.7474 |
529
+ | 0.2701 | 53.1111 | 956 | 0.5486 | 0.4179 | 0.5486 | 0.7407 |
530
+ | 0.2701 | 53.2222 | 958 | 0.5420 | 0.4908 | 0.5420 | 0.7362 |
531
+ | 0.2701 | 53.3333 | 960 | 0.5376 | 0.4561 | 0.5376 | 0.7332 |
532
+ | 0.2701 | 53.4444 | 962 | 0.5411 | 0.3717 | 0.5411 | 0.7356 |
533
+ | 0.2701 | 53.5556 | 964 | 0.5466 | 0.4034 | 0.5466 | 0.7393 |
534
+ | 0.2701 | 53.6667 | 966 | 0.5475 | 0.3509 | 0.5475 | 0.7400 |
535
+ | 0.2701 | 53.7778 | 968 | 0.5449 | 0.4092 | 0.5449 | 0.7382 |
536
+ | 0.2701 | 53.8889 | 970 | 0.5447 | 0.4548 | 0.5447 | 0.7381 |
537
+ | 0.2701 | 54.0 | 972 | 0.5472 | 0.5321 | 0.5472 | 0.7397 |
538
+ | 0.2701 | 54.1111 | 974 | 0.5526 | 0.5548 | 0.5526 | 0.7433 |
539
+ | 0.2701 | 54.2222 | 976 | 0.5632 | 0.5753 | 0.5632 | 0.7505 |
540
+ | 0.2701 | 54.3333 | 978 | 0.5672 | 0.5548 | 0.5672 | 0.7531 |
541
+ | 0.2701 | 54.4444 | 980 | 0.5604 | 0.5756 | 0.5604 | 0.7486 |
542
+ | 0.2701 | 54.5556 | 982 | 0.5571 | 0.5353 | 0.5571 | 0.7464 |
543
+ | 0.2701 | 54.6667 | 984 | 0.5560 | 0.4600 | 0.5560 | 0.7457 |
544
+ | 0.2701 | 54.7778 | 986 | 0.5562 | 0.4362 | 0.5562 | 0.7458 |
545
+ | 0.2701 | 54.8889 | 988 | 0.5550 | 0.4828 | 0.5550 | 0.7450 |
546
+ | 0.2701 | 55.0 | 990 | 0.5567 | 0.4171 | 0.5567 | 0.7461 |
547
+ | 0.2701 | 55.1111 | 992 | 0.5583 | 0.4171 | 0.5583 | 0.7472 |
548
+ | 0.2701 | 55.2222 | 994 | 0.5594 | 0.4278 | 0.5594 | 0.7480 |
549
+ | 0.2701 | 55.3333 | 996 | 0.5613 | 0.4681 | 0.5613 | 0.7492 |
550
+ | 0.2701 | 55.4444 | 998 | 0.5640 | 0.5411 | 0.5640 | 0.7510 |
551
+ | 0.0554 | 55.5556 | 1000 | 0.5663 | 0.5457 | 0.5663 | 0.7525 |
552
+ | 0.0554 | 55.6667 | 1002 | 0.5661 | 0.5257 | 0.5661 | 0.7524 |
553
+ | 0.0554 | 55.7778 | 1004 | 0.5623 | 0.4806 | 0.5623 | 0.7499 |
554
+ | 0.0554 | 55.8889 | 1006 | 0.5582 | 0.4735 | 0.5582 | 0.7471 |
555
+ | 0.0554 | 56.0 | 1008 | 0.5551 | 0.3884 | 0.5551 | 0.7451 |
556
+ | 0.0554 | 56.1111 | 1010 | 0.5527 | 0.4276 | 0.5527 | 0.7435 |
557
 
558
 
559
  ### Framework versions
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