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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k3_task3_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k2_task3_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k2_task3_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: 0.7436
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- - Qwk: -0.0473
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- - Mse: 0.7436
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- - Rmse: 0.8623
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  ## Model description
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@@ -47,263 +47,286 @@ 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 | 0.1818 | 2 | 3.7095 | -0.0068 | 3.7095 | 1.9260 |
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- | No log | 0.3636 | 4 | 1.9807 | -0.0696 | 1.9807 | 1.4074 |
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- | No log | 0.5455 | 6 | 1.2060 | 0.0271 | 1.2060 | 1.0982 |
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- | No log | 0.7273 | 8 | 1.1043 | 0.0032 | 1.1043 | 1.0508 |
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- | No log | 0.9091 | 10 | 0.9576 | 0.0446 | 0.9576 | 0.9786 |
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- | No log | 1.0909 | 12 | 0.6860 | 0.0964 | 0.6860 | 0.8282 |
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- | No log | 1.2727 | 14 | 0.7024 | 0.0334 | 0.7024 | 0.8381 |
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- | No log | 1.4545 | 16 | 0.7762 | 0.0786 | 0.7762 | 0.8810 |
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- | No log | 1.6364 | 18 | 0.7125 | 0.0296 | 0.7125 | 0.8441 |
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- | No log | 1.8182 | 20 | 0.6924 | 0.0506 | 0.6924 | 0.8321 |
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- | No log | 2.0 | 22 | 0.7851 | 0.0512 | 0.7851 | 0.8861 |
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- | No log | 2.1818 | 24 | 0.9486 | -0.0253 | 0.9486 | 0.9739 |
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- | No log | 2.3636 | 26 | 1.0451 | 0.0680 | 1.0451 | 1.0223 |
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- | No log | 2.5455 | 28 | 0.8068 | -0.0033 | 0.8068 | 0.8982 |
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- | No log | 2.7273 | 30 | 0.6938 | -0.0644 | 0.6938 | 0.8330 |
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- | No log | 2.9091 | 32 | 0.7124 | -0.0131 | 0.7124 | 0.8440 |
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- | No log | 3.0909 | 34 | 0.7706 | 0.1943 | 0.7706 | 0.8778 |
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- | No log | 3.2727 | 36 | 0.7825 | 0.1722 | 0.7825 | 0.8846 |
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- | No log | 3.4545 | 38 | 0.8565 | 0.0408 | 0.8565 | 0.9254 |
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- | No log | 3.6364 | 40 | 0.9775 | 0.1176 | 0.9775 | 0.9887 |
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- | No log | 3.8182 | 42 | 1.0302 | -0.1281 | 1.0302 | 1.0150 |
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- | No log | 4.0 | 44 | 1.0880 | -0.0023 | 1.0880 | 1.0431 |
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- | No log | 4.1818 | 46 | 1.1343 | -0.0283 | 1.1343 | 1.0650 |
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- | No log | 4.3636 | 48 | 1.0969 | -0.1727 | 1.0969 | 1.0473 |
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- | No log | 4.5455 | 50 | 1.0995 | -0.0806 | 1.0995 | 1.0486 |
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- | No log | 4.7273 | 52 | 1.0507 | -0.1821 | 1.0507 | 1.0250 |
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- | No log | 4.9091 | 54 | 1.0167 | -0.1371 | 1.0167 | 1.0083 |
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- | No log | 5.0909 | 56 | 0.9539 | 0.0423 | 0.9539 | 0.9767 |
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- | No log | 5.2727 | 58 | 0.9939 | -0.0148 | 0.9939 | 0.9970 |
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- | No log | 5.4545 | 60 | 0.9999 | 0.0022 | 0.9999 | 1.0000 |
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- | No log | 5.6364 | 62 | 1.2060 | -0.0611 | 1.2060 | 1.0982 |
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- | No log | 5.8182 | 64 | 1.0724 | -0.0756 | 1.0724 | 1.0356 |
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- | No log | 6.0 | 66 | 1.3070 | -0.0895 | 1.3070 | 1.1432 |
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- | No log | 6.1818 | 68 | 1.3435 | -0.0694 | 1.3435 | 1.1591 |
86
- | No log | 6.3636 | 70 | 1.1743 | -0.0170 | 1.1743 | 1.0836 |
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- | No log | 6.5455 | 72 | 1.2419 | 0.0642 | 1.2419 | 1.1144 |
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- | No log | 6.7273 | 74 | 1.1199 | 0.0151 | 1.1199 | 1.0582 |
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- | No log | 6.9091 | 76 | 1.0537 | 0.0067 | 1.0537 | 1.0265 |
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- | No log | 7.0909 | 78 | 1.0311 | -0.0504 | 1.0311 | 1.0154 |
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- | No log | 7.2727 | 80 | 0.9036 | -0.0247 | 0.9036 | 0.9506 |
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- | No log | 7.4545 | 82 | 0.9796 | 0.0432 | 0.9796 | 0.9898 |
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- | No log | 7.6364 | 84 | 0.9313 | -0.0364 | 0.9313 | 0.9650 |
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- | No log | 7.8182 | 86 | 0.9607 | -0.0790 | 0.9607 | 0.9802 |
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- | No log | 8.0 | 88 | 0.9444 | -0.0765 | 0.9444 | 0.9718 |
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- | No log | 8.1818 | 90 | 0.9777 | -0.0727 | 0.9777 | 0.9888 |
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- | No log | 8.3636 | 92 | 0.9853 | -0.0454 | 0.9853 | 0.9926 |
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- | No log | 8.5455 | 94 | 1.0636 | 0.0086 | 1.0636 | 1.0313 |
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- | No log | 8.7273 | 96 | 0.8817 | 0.1379 | 0.8817 | 0.9390 |
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- | No log | 8.9091 | 98 | 0.8525 | 0.1386 | 0.8525 | 0.9233 |
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- | No log | 9.0909 | 100 | 0.9022 | 0.0029 | 0.9022 | 0.9499 |
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- | No log | 9.2727 | 102 | 0.8850 | 0.0377 | 0.8850 | 0.9407 |
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- | No log | 9.4545 | 104 | 0.8576 | 0.0884 | 0.8576 | 0.9261 |
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- | No log | 9.6364 | 106 | 0.9149 | 0.0309 | 0.9149 | 0.9565 |
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- | No log | 9.8182 | 108 | 0.7914 | 0.1031 | 0.7914 | 0.8896 |
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- | No log | 10.0 | 110 | 0.9802 | 0.0458 | 0.9802 | 0.9901 |
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- | No log | 10.1818 | 112 | 0.9037 | -0.0379 | 0.9037 | 0.9506 |
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- | No log | 10.3636 | 114 | 0.9433 | 0.0692 | 0.9433 | 0.9712 |
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- | No log | 10.5455 | 116 | 1.0657 | -0.0194 | 1.0657 | 1.0323 |
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- | No log | 10.7273 | 118 | 0.8252 | 0.0087 | 0.8252 | 0.9084 |
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- | No log | 10.9091 | 120 | 0.8767 | -0.0492 | 0.8767 | 0.9363 |
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- | No log | 11.0909 | 122 | 0.9045 | -0.0393 | 0.9045 | 0.9511 |
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- | No log | 11.2727 | 124 | 0.8582 | 0.0968 | 0.8582 | 0.9264 |
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- | No log | 11.4545 | 126 | 1.0339 | -0.0138 | 1.0339 | 1.0168 |
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- | No log | 11.6364 | 128 | 1.0014 | -0.0118 | 1.0014 | 1.0007 |
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- | No log | 11.8182 | 130 | 0.8534 | 0.1010 | 0.8534 | 0.9238 |
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- | No log | 12.0 | 132 | 0.8428 | 0.0095 | 0.8428 | 0.9180 |
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- | No log | 12.1818 | 134 | 0.7837 | 0.0670 | 0.7837 | 0.8853 |
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- | No log | 12.3636 | 136 | 0.7448 | 0.2483 | 0.7448 | 0.8630 |
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- | No log | 12.5455 | 138 | 0.7714 | 0.1480 | 0.7714 | 0.8783 |
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- | No log | 12.7273 | 140 | 0.7925 | 0.1224 | 0.7925 | 0.8902 |
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- | No log | 12.9091 | 142 | 0.8836 | -0.0107 | 0.8836 | 0.9400 |
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- | No log | 13.0909 | 144 | 1.1281 | -0.0099 | 1.1281 | 1.0621 |
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- | No log | 13.2727 | 146 | 0.9617 | -0.0733 | 0.9617 | 0.9807 |
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- | No log | 13.4545 | 148 | 0.8536 | 0.1918 | 0.8536 | 0.9239 |
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- | No log | 13.6364 | 150 | 0.9409 | 0.0320 | 0.9409 | 0.9700 |
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- | No log | 13.8182 | 152 | 0.7644 | 0.2298 | 0.7644 | 0.8743 |
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- | No log | 14.0 | 154 | 0.7872 | 0.0633 | 0.7872 | 0.8872 |
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- | No log | 14.1818 | 156 | 0.7522 | 0.1080 | 0.7522 | 0.8673 |
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- | No log | 14.3636 | 158 | 0.7204 | 0.0214 | 0.7204 | 0.8487 |
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- | No log | 14.5455 | 160 | 0.7546 | -0.0336 | 0.7546 | 0.8687 |
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- | No log | 14.7273 | 162 | 0.7189 | 0.0869 | 0.7189 | 0.8479 |
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- | No log | 14.9091 | 164 | 0.7829 | 0.1480 | 0.7829 | 0.8848 |
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- | No log | 15.0909 | 166 | 0.9220 | -0.0059 | 0.9220 | 0.9602 |
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- | No log | 15.2727 | 168 | 1.0222 | 0.0703 | 1.0222 | 1.0111 |
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- | No log | 15.4545 | 170 | 1.0371 | 0.0689 | 1.0371 | 1.0184 |
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- | No log | 15.6364 | 172 | 0.9058 | 0.0995 | 0.9058 | 0.9517 |
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- | No log | 15.8182 | 174 | 0.9635 | 0.0320 | 0.9635 | 0.9816 |
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- | No log | 16.0 | 176 | 1.1448 | 0.0025 | 1.1448 | 1.0700 |
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- | No log | 16.1818 | 178 | 0.9059 | -0.0500 | 0.9059 | 0.9518 |
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- | No log | 16.3636 | 180 | 0.7384 | 0.2522 | 0.7384 | 0.8593 |
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- | No log | 16.5455 | 182 | 1.0767 | -0.0120 | 1.0767 | 1.0376 |
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- | No log | 16.7273 | 184 | 1.1305 | 0.0531 | 1.1305 | 1.0632 |
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- | No log | 16.9091 | 186 | 0.8463 | 0.0275 | 0.8463 | 0.9199 |
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- | No log | 17.0909 | 188 | 0.8847 | -0.0094 | 0.8847 | 0.9406 |
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- | No log | 17.2727 | 190 | 1.1830 | 0.0063 | 1.1830 | 1.0877 |
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- | No log | 17.4545 | 192 | 1.0306 | -0.0508 | 1.0306 | 1.0152 |
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- | No log | 17.6364 | 194 | 0.8099 | 0.2443 | 0.8099 | 0.8999 |
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- | No log | 17.8182 | 196 | 0.9062 | -0.0743 | 0.9062 | 0.9519 |
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- | No log | 18.0 | 198 | 0.9288 | -0.0696 | 0.9288 | 0.9637 |
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- | No log | 18.1818 | 200 | 0.8240 | 0.1321 | 0.8240 | 0.9077 |
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- | No log | 18.3636 | 202 | 0.8740 | -0.0076 | 0.8740 | 0.9349 |
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- | No log | 18.5455 | 204 | 0.9064 | -0.0097 | 0.9064 | 0.9521 |
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- | No log | 18.7273 | 206 | 0.8360 | 0.0793 | 0.8360 | 0.9143 |
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- | No log | 18.9091 | 208 | 0.7923 | 0.1359 | 0.7923 | 0.8901 |
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- | No log | 19.0909 | 210 | 0.7997 | 0.1456 | 0.7997 | 0.8942 |
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- | No log | 19.2727 | 212 | 0.8222 | 0.1007 | 0.8222 | 0.9067 |
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- | No log | 19.4545 | 214 | 0.8539 | 0.0987 | 0.8539 | 0.9240 |
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- | No log | 19.6364 | 216 | 0.8974 | 0.0268 | 0.8974 | 0.9473 |
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- | No log | 19.8182 | 218 | 0.8528 | 0.0644 | 0.8528 | 0.9235 |
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- | No log | 20.0 | 220 | 0.7903 | 0.1769 | 0.7903 | 0.8890 |
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- | No log | 20.1818 | 222 | 0.7927 | 0.0660 | 0.7927 | 0.8903 |
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- | No log | 20.3636 | 224 | 0.7717 | 0.1244 | 0.7717 | 0.8785 |
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- | No log | 20.5455 | 226 | 0.7751 | 0.1463 | 0.7751 | 0.8804 |
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- | No log | 20.7273 | 228 | 0.7804 | 0.1474 | 0.7804 | 0.8834 |
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- | No log | 20.9091 | 230 | 0.8260 | 0.0490 | 0.8260 | 0.9088 |
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- | No log | 21.0909 | 232 | 0.8915 | -0.0486 | 0.8915 | 0.9442 |
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- | No log | 21.2727 | 234 | 0.9404 | -0.0500 | 0.9404 | 0.9697 |
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- | No log | 21.4545 | 236 | 0.8347 | 0.1281 | 0.8347 | 0.9136 |
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- | No log | 21.6364 | 238 | 0.8432 | 0.0229 | 0.8432 | 0.9183 |
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- | No log | 21.8182 | 240 | 0.8992 | -0.0363 | 0.8992 | 0.9483 |
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- | No log | 22.0 | 242 | 0.8161 | 0.0654 | 0.8161 | 0.9034 |
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- | No log | 22.1818 | 244 | 0.7666 | 0.2166 | 0.7666 | 0.8755 |
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- | No log | 22.3636 | 246 | 0.8305 | -0.0818 | 0.8305 | 0.9113 |
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- | No log | 22.5455 | 248 | 0.8906 | -0.0486 | 0.8906 | 0.9437 |
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- | No log | 22.7273 | 250 | 0.7759 | 0.0639 | 0.7759 | 0.8809 |
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- | No log | 22.9091 | 252 | 0.7952 | 0.0905 | 0.7952 | 0.8918 |
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- | No log | 23.0909 | 254 | 0.9918 | -0.0120 | 0.9918 | 0.9959 |
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- | No log | 23.2727 | 256 | 0.9824 | -0.0120 | 0.9824 | 0.9911 |
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- | No log | 23.4545 | 258 | 0.8273 | 0.0514 | 0.8273 | 0.9095 |
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- | No log | 23.6364 | 260 | 0.8313 | -0.0008 | 0.8313 | 0.9118 |
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- | No log | 23.8182 | 262 | 0.9198 | -0.0504 | 0.9198 | 0.9591 |
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- | No log | 24.0 | 264 | 0.8223 | -0.0079 | 0.8223 | 0.9068 |
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- | No log | 24.1818 | 266 | 0.6873 | 0.0914 | 0.6873 | 0.8291 |
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- | No log | 24.3636 | 268 | 0.6974 | -0.0451 | 0.6974 | 0.8351 |
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- | No log | 24.5455 | 270 | 0.7342 | -0.0451 | 0.7342 | 0.8569 |
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- | No log | 24.7273 | 272 | 0.7286 | -0.0451 | 0.7286 | 0.8536 |
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- | No log | 24.9091 | 274 | 0.7391 | 0.0768 | 0.7391 | 0.8597 |
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- | No log | 25.0909 | 276 | 0.9213 | 0.0545 | 0.9213 | 0.9598 |
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- | No log | 25.2727 | 278 | 0.9979 | 0.0111 | 0.9979 | 0.9990 |
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- | No log | 25.4545 | 280 | 0.8773 | 0.0304 | 0.8773 | 0.9366 |
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- | No log | 25.6364 | 282 | 0.7898 | 0.0733 | 0.7898 | 0.8887 |
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- | No log | 25.8182 | 284 | 0.8263 | 0.1400 | 0.8263 | 0.9090 |
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- | No log | 26.0 | 286 | 0.8130 | 0.1386 | 0.8130 | 0.9016 |
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- | No log | 26.1818 | 288 | 0.7326 | 0.1646 | 0.7326 | 0.8559 |
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- | No log | 26.3636 | 290 | 0.7998 | 0.0793 | 0.7998 | 0.8943 |
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- | No log | 26.5455 | 292 | 0.9154 | 0.0169 | 0.9154 | 0.9568 |
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- | No log | 26.7273 | 294 | 0.8262 | 0.0684 | 0.8262 | 0.9089 |
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- | No log | 26.9091 | 296 | 0.7272 | 0.1529 | 0.7272 | 0.8528 |
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- | No log | 27.0909 | 298 | 0.7557 | 0.1460 | 0.7557 | 0.8693 |
201
- | No log | 27.2727 | 300 | 0.7814 | 0.1079 | 0.7814 | 0.8840 |
202
- | No log | 27.4545 | 302 | 0.7284 | 0.2906 | 0.7284 | 0.8535 |
203
- | No log | 27.6364 | 304 | 0.8584 | 0.0200 | 0.8584 | 0.9265 |
204
- | No log | 27.8182 | 306 | 0.9884 | 0.0046 | 0.9884 | 0.9942 |
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- | No log | 28.0 | 308 | 0.9213 | 0.0431 | 0.9213 | 0.9598 |
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- | No log | 28.1818 | 310 | 0.7317 | 0.0562 | 0.7317 | 0.8554 |
207
- | No log | 28.3636 | 312 | 0.6923 | 0.0513 | 0.6923 | 0.8321 |
208
- | No log | 28.5455 | 314 | 0.7160 | 0.1135 | 0.7160 | 0.8462 |
209
- | No log | 28.7273 | 316 | 0.6866 | 0.1024 | 0.6866 | 0.8286 |
210
- | No log | 28.9091 | 318 | 0.7110 | 0.1440 | 0.7110 | 0.8432 |
211
- | No log | 29.0909 | 320 | 0.8614 | 0.0304 | 0.8614 | 0.9281 |
212
- | No log | 29.2727 | 322 | 0.9913 | -0.0204 | 0.9913 | 0.9957 |
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- | No log | 29.4545 | 324 | 0.9119 | 0.0217 | 0.9119 | 0.9549 |
214
- | No log | 29.6364 | 326 | 0.7845 | 0.1846 | 0.7845 | 0.8857 |
215
- | No log | 29.8182 | 328 | 0.8761 | 0.1349 | 0.8761 | 0.9360 |
216
- | No log | 30.0 | 330 | 1.0006 | 0.0472 | 1.0006 | 1.0003 |
217
- | No log | 30.1818 | 332 | 0.9758 | 0.0769 | 0.9758 | 0.9878 |
218
- | No log | 30.3636 | 334 | 0.8052 | 0.0239 | 0.8052 | 0.8973 |
219
- | No log | 30.5455 | 336 | 0.7905 | 0.0525 | 0.7905 | 0.8891 |
220
- | No log | 30.7273 | 338 | 0.9130 | 0.0304 | 0.9130 | 0.9555 |
221
- | No log | 30.9091 | 340 | 0.8888 | 0.0250 | 0.8888 | 0.9427 |
222
- | No log | 31.0909 | 342 | 0.7964 | -0.0031 | 0.7964 | 0.8924 |
223
- | No log | 31.2727 | 344 | 0.7546 | 0.1495 | 0.7546 | 0.8687 |
224
- | No log | 31.4545 | 346 | 0.7574 | 0.1495 | 0.7574 | 0.8703 |
225
- | No log | 31.6364 | 348 | 0.7592 | 0.1495 | 0.7592 | 0.8713 |
226
- | No log | 31.8182 | 350 | 0.7596 | 0.1495 | 0.7596 | 0.8715 |
227
- | No log | 32.0 | 352 | 0.7898 | 0.0755 | 0.7898 | 0.8887 |
228
- | No log | 32.1818 | 354 | 0.8418 | -0.0076 | 0.8418 | 0.9175 |
229
- | No log | 32.3636 | 356 | 0.8925 | -0.0114 | 0.8925 | 0.9447 |
230
- | No log | 32.5455 | 358 | 0.8196 | 0.1475 | 0.8196 | 0.9053 |
231
- | No log | 32.7273 | 360 | 0.7552 | 0.2128 | 0.7552 | 0.8690 |
232
- | No log | 32.9091 | 362 | 0.7487 | 0.1803 | 0.7487 | 0.8653 |
233
- | No log | 33.0909 | 364 | 0.7522 | 0.0218 | 0.7522 | 0.8673 |
234
- | No log | 33.2727 | 366 | 0.6954 | 0.1576 | 0.6954 | 0.8339 |
235
- | No log | 33.4545 | 368 | 0.6760 | 0.0914 | 0.6760 | 0.8222 |
236
- | No log | 33.6364 | 370 | 0.6999 | 0.2225 | 0.6999 | 0.8366 |
237
- | No log | 33.8182 | 372 | 0.7291 | 0.2838 | 0.7291 | 0.8538 |
238
- | No log | 34.0 | 374 | 0.7814 | 0.0793 | 0.7814 | 0.8840 |
239
- | No log | 34.1818 | 376 | 0.8004 | 0.1239 | 0.8004 | 0.8946 |
240
- | No log | 34.3636 | 378 | 0.8129 | 0.0517 | 0.8129 | 0.9016 |
241
- | No log | 34.5455 | 380 | 0.8248 | 0.0551 | 0.8248 | 0.9082 |
242
- | No log | 34.7273 | 382 | 0.8015 | 0.1465 | 0.8015 | 0.8953 |
243
- | No log | 34.9091 | 384 | 0.7995 | 0.0562 | 0.7995 | 0.8942 |
244
- | No log | 35.0909 | 386 | 0.8097 | 0.0831 | 0.8097 | 0.8998 |
245
- | No log | 35.2727 | 388 | 0.7551 | 0.1096 | 0.7551 | 0.8690 |
246
- | No log | 35.4545 | 390 | 0.7159 | 0.1740 | 0.7159 | 0.8461 |
247
- | No log | 35.6364 | 392 | 0.7112 | 0.1362 | 0.7112 | 0.8434 |
248
- | No log | 35.8182 | 394 | 0.7275 | 0.0814 | 0.7275 | 0.8529 |
249
- | No log | 36.0 | 396 | 0.7653 | 0.1879 | 0.7653 | 0.8748 |
250
- | No log | 36.1818 | 398 | 0.8095 | 0.0304 | 0.8095 | 0.8997 |
251
- | No log | 36.3636 | 400 | 0.7892 | 0.1431 | 0.7892 | 0.8884 |
252
- | No log | 36.5455 | 402 | 0.7855 | 0.1796 | 0.7855 | 0.8863 |
253
- | No log | 36.7273 | 404 | 0.8168 | 0.0952 | 0.8168 | 0.9038 |
254
- | No log | 36.9091 | 406 | 0.8046 | 0.1714 | 0.8046 | 0.8970 |
255
- | No log | 37.0909 | 408 | 0.7921 | 0.1983 | 0.7921 | 0.8900 |
256
- | No log | 37.2727 | 410 | 0.7930 | 0.0562 | 0.7930 | 0.8905 |
257
- | No log | 37.4545 | 412 | 0.7863 | 0.0490 | 0.7863 | 0.8867 |
258
- | No log | 37.6364 | 414 | 0.7506 | 0.0600 | 0.7506 | 0.8664 |
259
- | No log | 37.8182 | 416 | 0.7286 | 0.1856 | 0.7286 | 0.8536 |
260
- | No log | 38.0 | 418 | 0.7208 | 0.1787 | 0.7208 | 0.8490 |
261
- | No log | 38.1818 | 420 | 0.7248 | 0.1553 | 0.7248 | 0.8513 |
262
- | No log | 38.3636 | 422 | 0.7619 | 0.0755 | 0.7619 | 0.8729 |
263
- | No log | 38.5455 | 424 | 0.7783 | 0.0333 | 0.7783 | 0.8822 |
264
- | No log | 38.7273 | 426 | 0.7331 | 0.1879 | 0.7331 | 0.8562 |
265
- | No log | 38.9091 | 428 | 0.7550 | 0.1501 | 0.7550 | 0.8689 |
266
- | No log | 39.0909 | 430 | 0.7756 | 0.1079 | 0.7756 | 0.8807 |
267
- | No log | 39.2727 | 432 | 0.7819 | 0.1079 | 0.7819 | 0.8842 |
268
- | No log | 39.4545 | 434 | 0.7511 | 0.1080 | 0.7511 | 0.8667 |
269
- | No log | 39.6364 | 436 | 0.7259 | 0.1553 | 0.7259 | 0.8520 |
270
- | No log | 39.8182 | 438 | 0.8096 | 0.0676 | 0.8096 | 0.8998 |
271
- | No log | 40.0 | 440 | 0.8322 | 0.0676 | 0.8322 | 0.9123 |
272
- | No log | 40.1818 | 442 | 0.7576 | 0.1150 | 0.7576 | 0.8704 |
273
- | No log | 40.3636 | 444 | 0.6932 | 0.1199 | 0.6932 | 0.8326 |
274
- | No log | 40.5455 | 446 | 0.7284 | 0.1080 | 0.7284 | 0.8535 |
275
- | No log | 40.7273 | 448 | 0.7654 | 0.0633 | 0.7654 | 0.8749 |
276
- | No log | 40.9091 | 450 | 0.7576 | 0.1080 | 0.7576 | 0.8704 |
277
- | No log | 41.0909 | 452 | 0.7470 | 0.1778 | 0.7470 | 0.8643 |
278
- | No log | 41.2727 | 454 | 0.7313 | 0.1249 | 0.7313 | 0.8551 |
279
- | No log | 41.4545 | 456 | 0.7280 | 0.1249 | 0.7280 | 0.8532 |
280
- | No log | 41.6364 | 458 | 0.7518 | 0.0562 | 0.7518 | 0.8671 |
281
- | No log | 41.8182 | 460 | 0.8107 | 0.0793 | 0.8107 | 0.9004 |
282
- | No log | 42.0 | 462 | 0.8564 | -0.0076 | 0.8564 | 0.9254 |
283
- | No log | 42.1818 | 464 | 0.8175 | 0.0392 | 0.8175 | 0.9042 |
284
- | No log | 42.3636 | 466 | 0.7679 | 0.2195 | 0.7679 | 0.8763 |
285
- | No log | 42.5455 | 468 | 0.7898 | 0.1537 | 0.7898 | 0.8887 |
286
- | No log | 42.7273 | 470 | 0.8561 | -0.0037 | 0.8561 | 0.9253 |
287
- | No log | 42.9091 | 472 | 0.8291 | 0.0285 | 0.8291 | 0.9105 |
288
- | No log | 43.0909 | 474 | 0.7781 | 0.2294 | 0.7781 | 0.8821 |
289
- | No log | 43.2727 | 476 | 0.8225 | 0.0016 | 0.8225 | 0.9069 |
290
- | No log | 43.4545 | 478 | 0.8500 | 0.0755 | 0.8500 | 0.9220 |
291
- | No log | 43.6364 | 480 | 0.8204 | 0.0793 | 0.8204 | 0.9058 |
292
- | No log | 43.8182 | 482 | 0.7731 | 0.0574 | 0.7731 | 0.8793 |
293
- | No log | 44.0 | 484 | 0.7507 | 0.1906 | 0.7507 | 0.8664 |
294
- | No log | 44.1818 | 486 | 0.7577 | 0.1537 | 0.7577 | 0.8705 |
295
- | No log | 44.3636 | 488 | 0.7378 | 0.1131 | 0.7378 | 0.8590 |
296
- | No log | 44.5455 | 490 | 0.6991 | -0.0541 | 0.6991 | 0.8361 |
297
- | No log | 44.7273 | 492 | 0.6972 | 0.0436 | 0.6972 | 0.8350 |
298
- | No log | 44.9091 | 494 | 0.7251 | 0.0247 | 0.7251 | 0.8515 |
299
- | No log | 45.0909 | 496 | 0.7551 | 0.1387 | 0.7551 | 0.8690 |
300
- | No log | 45.2727 | 498 | 0.7622 | 0.1001 | 0.7622 | 0.8730 |
301
- | 0.2431 | 45.4545 | 500 | 0.7573 | 0.1612 | 0.7573 | 0.8702 |
302
- | 0.2431 | 45.6364 | 502 | 0.7535 | 0.1612 | 0.7535 | 0.8681 |
303
- | 0.2431 | 45.8182 | 504 | 0.7421 | 0.0723 | 0.7421 | 0.8614 |
304
- | 0.2431 | 46.0 | 506 | 0.7307 | 0.0967 | 0.7307 | 0.8548 |
305
- | 0.2431 | 46.1818 | 508 | 0.7268 | -0.0541 | 0.7268 | 0.8525 |
306
- | 0.2431 | 46.3636 | 510 | 0.7436 | -0.0473 | 0.7436 | 0.8623 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k3_task3_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k3_task3_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: 0.9007
19
+ - Qwk: 0.0949
20
+ - Mse: 0.9007
21
+ - Rmse: 0.9490
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.125 | 2 | 3.6600 | -0.0157 | 3.6600 | 1.9131 |
53
+ | No log | 0.25 | 4 | 1.8107 | 0.0560 | 1.8107 | 1.3456 |
54
+ | No log | 0.375 | 6 | 1.3195 | -0.0452 | 1.3195 | 1.1487 |
55
+ | No log | 0.5 | 8 | 1.0291 | -0.1274 | 1.0291 | 1.0145 |
56
+ | No log | 0.625 | 10 | 0.8793 | -0.0753 | 0.8793 | 0.9377 |
57
+ | No log | 0.75 | 12 | 0.9812 | -0.1695 | 0.9812 | 0.9906 |
58
+ | No log | 0.875 | 14 | 1.2323 | 0.0355 | 1.2323 | 1.1101 |
59
+ | No log | 1.0 | 16 | 1.1265 | -0.0486 | 1.1265 | 1.0614 |
60
+ | No log | 1.125 | 18 | 1.0086 | -0.1628 | 1.0086 | 1.0043 |
61
+ | No log | 1.25 | 20 | 1.0219 | 0.0405 | 1.0219 | 1.0109 |
62
+ | No log | 1.375 | 22 | 1.0047 | 0.1310 | 1.0047 | 1.0023 |
63
+ | No log | 1.5 | 24 | 1.2906 | 0.0727 | 1.2906 | 1.1361 |
64
+ | No log | 1.625 | 26 | 0.8711 | 0.0687 | 0.8711 | 0.9333 |
65
+ | No log | 1.75 | 28 | 0.9374 | 0.1077 | 0.9374 | 0.9682 |
66
+ | No log | 1.875 | 30 | 0.8568 | 0.0922 | 0.8568 | 0.9256 |
67
+ | No log | 2.0 | 32 | 0.9325 | 0.0267 | 0.9325 | 0.9657 |
68
+ | No log | 2.125 | 34 | 0.8832 | 0.1145 | 0.8832 | 0.9398 |
69
+ | No log | 2.25 | 36 | 0.8348 | 0.1172 | 0.8348 | 0.9137 |
70
+ | No log | 2.375 | 38 | 0.8728 | 0.0406 | 0.8728 | 0.9343 |
71
+ | No log | 2.5 | 40 | 0.9477 | 0.0785 | 0.9477 | 0.9735 |
72
+ | No log | 2.625 | 42 | 0.9829 | 0.0365 | 0.9829 | 0.9914 |
73
+ | No log | 2.75 | 44 | 1.0494 | -0.0348 | 1.0494 | 1.0244 |
74
+ | No log | 2.875 | 46 | 1.0574 | 0.1273 | 1.0574 | 1.0283 |
75
+ | No log | 3.0 | 48 | 1.1226 | 0.1277 | 1.1226 | 1.0595 |
76
+ | No log | 3.125 | 50 | 1.0631 | 0.0883 | 1.0631 | 1.0311 |
77
+ | No log | 3.25 | 52 | 1.1578 | -0.0384 | 1.1578 | 1.0760 |
78
+ | No log | 3.375 | 54 | 1.0896 | -0.0463 | 1.0896 | 1.0438 |
79
+ | No log | 3.5 | 56 | 0.9978 | -0.0247 | 0.9978 | 0.9989 |
80
+ | No log | 3.625 | 58 | 0.9417 | 0.1183 | 0.9417 | 0.9704 |
81
+ | No log | 3.75 | 60 | 0.9285 | 0.0768 | 0.9285 | 0.9636 |
82
+ | No log | 3.875 | 62 | 1.2236 | 0.0746 | 1.2236 | 1.1062 |
83
+ | No log | 4.0 | 64 | 0.9850 | 0.1511 | 0.9850 | 0.9925 |
84
+ | No log | 4.125 | 66 | 1.1201 | 0.1737 | 1.1201 | 1.0583 |
85
+ | No log | 4.25 | 68 | 1.0139 | 0.1961 | 1.0139 | 1.0069 |
86
+ | No log | 4.375 | 70 | 1.1555 | 0.0401 | 1.1555 | 1.0749 |
87
+ | No log | 4.5 | 72 | 1.2734 | 0.1326 | 1.2734 | 1.1284 |
88
+ | No log | 4.625 | 74 | 0.9655 | 0.1969 | 0.9655 | 0.9826 |
89
+ | No log | 4.75 | 76 | 1.5171 | 0.0745 | 1.5171 | 1.2317 |
90
+ | No log | 4.875 | 78 | 1.3711 | 0.0166 | 1.3711 | 1.1709 |
91
+ | No log | 5.0 | 80 | 0.9276 | 0.1733 | 0.9276 | 0.9631 |
92
+ | No log | 5.125 | 82 | 0.9640 | -0.0179 | 0.9640 | 0.9818 |
93
+ | No log | 5.25 | 84 | 0.9672 | 0.0935 | 0.9672 | 0.9835 |
94
+ | No log | 5.375 | 86 | 1.2096 | 0.0006 | 1.2096 | 1.0998 |
95
+ | No log | 5.5 | 88 | 1.1071 | 0.0344 | 1.1071 | 1.0522 |
96
+ | No log | 5.625 | 90 | 0.8453 | 0.1221 | 0.8453 | 0.9194 |
97
+ | No log | 5.75 | 92 | 0.9205 | 0.0580 | 0.9205 | 0.9594 |
98
+ | No log | 5.875 | 94 | 0.8252 | 0.2063 | 0.8252 | 0.9084 |
99
+ | No log | 6.0 | 96 | 0.9463 | 0.0576 | 0.9463 | 0.9728 |
100
+ | No log | 6.125 | 98 | 1.2855 | 0.0876 | 1.2855 | 1.1338 |
101
+ | No log | 6.25 | 100 | 1.0036 | 0.0547 | 1.0036 | 1.0018 |
102
+ | No log | 6.375 | 102 | 0.8383 | 0.1673 | 0.8383 | 0.9156 |
103
+ | No log | 6.5 | 104 | 0.8825 | 0.1519 | 0.8825 | 0.9394 |
104
+ | No log | 6.625 | 106 | 0.8593 | 0.1417 | 0.8593 | 0.9270 |
105
+ | No log | 6.75 | 108 | 0.8636 | 0.0497 | 0.8636 | 0.9293 |
106
+ | No log | 6.875 | 110 | 0.7825 | 0.1962 | 0.7825 | 0.8846 |
107
+ | No log | 7.0 | 112 | 0.9347 | 0.0754 | 0.9347 | 0.9668 |
108
+ | No log | 7.125 | 114 | 0.9882 | 0.0418 | 0.9882 | 0.9941 |
109
+ | No log | 7.25 | 116 | 0.8479 | 0.1133 | 0.8479 | 0.9208 |
110
+ | No log | 7.375 | 118 | 1.0111 | -0.0007 | 1.0111 | 1.0055 |
111
+ | No log | 7.5 | 120 | 0.9588 | -0.0007 | 0.9588 | 0.9792 |
112
+ | No log | 7.625 | 122 | 0.8847 | -0.0345 | 0.8847 | 0.9406 |
113
+ | No log | 7.75 | 124 | 0.7919 | 0.1006 | 0.7919 | 0.8899 |
114
+ | No log | 7.875 | 126 | 0.7304 | 0.0828 | 0.7304 | 0.8546 |
115
+ | No log | 8.0 | 128 | 0.6926 | 0.2326 | 0.6926 | 0.8322 |
116
+ | No log | 8.125 | 130 | 0.6833 | 0.3453 | 0.6833 | 0.8266 |
117
+ | No log | 8.25 | 132 | 0.6874 | 0.3827 | 0.6874 | 0.8291 |
118
+ | No log | 8.375 | 134 | 0.7653 | 0.1434 | 0.7653 | 0.8748 |
119
+ | No log | 8.5 | 136 | 0.7527 | 0.1778 | 0.7527 | 0.8676 |
120
+ | No log | 8.625 | 138 | 0.7624 | 0.2606 | 0.7624 | 0.8732 |
121
+ | No log | 8.75 | 140 | 0.7725 | 0.0146 | 0.7725 | 0.8789 |
122
+ | No log | 8.875 | 142 | 0.7379 | 0.2831 | 0.7379 | 0.8590 |
123
+ | No log | 9.0 | 144 | 0.7975 | 0.1426 | 0.7975 | 0.8930 |
124
+ | No log | 9.125 | 146 | 0.7939 | 0.2070 | 0.7939 | 0.8910 |
125
+ | No log | 9.25 | 148 | 0.9195 | 0.0217 | 0.9195 | 0.9589 |
126
+ | No log | 9.375 | 150 | 0.8670 | -0.0054 | 0.8670 | 0.9311 |
127
+ | No log | 9.5 | 152 | 0.8230 | 0.2677 | 0.8230 | 0.9072 |
128
+ | No log | 9.625 | 154 | 0.8223 | 0.1179 | 0.8223 | 0.9068 |
129
+ | No log | 9.75 | 156 | 0.8106 | 0.1224 | 0.8106 | 0.9003 |
130
+ | No log | 9.875 | 158 | 0.8309 | 0.2570 | 0.8309 | 0.9115 |
131
+ | No log | 10.0 | 160 | 0.7832 | 0.1529 | 0.7832 | 0.8850 |
132
+ | No log | 10.125 | 162 | 0.7726 | 0.1604 | 0.7726 | 0.8790 |
133
+ | No log | 10.25 | 164 | 0.8171 | 0.1867 | 0.8171 | 0.9039 |
134
+ | No log | 10.375 | 166 | 0.9543 | 0.1914 | 0.9543 | 0.9769 |
135
+ | No log | 10.5 | 168 | 0.9009 | 0.1379 | 0.9009 | 0.9492 |
136
+ | No log | 10.625 | 170 | 0.8335 | 0.1509 | 0.8335 | 0.9129 |
137
+ | No log | 10.75 | 172 | 0.7892 | 0.1224 | 0.7892 | 0.8884 |
138
+ | No log | 10.875 | 174 | 0.8872 | 0.0659 | 0.8872 | 0.9419 |
139
+ | No log | 11.0 | 176 | 0.9617 | 0.0169 | 0.9617 | 0.9807 |
140
+ | No log | 11.125 | 178 | 0.8001 | 0.0118 | 0.8001 | 0.8945 |
141
+ | No log | 11.25 | 180 | 0.7803 | 0.1646 | 0.7803 | 0.8833 |
142
+ | No log | 11.375 | 182 | 0.8100 | 0.1591 | 0.8100 | 0.9000 |
143
+ | No log | 11.5 | 184 | 0.8870 | 0.0065 | 0.8870 | 0.9418 |
144
+ | No log | 11.625 | 186 | 0.8361 | 0.1050 | 0.8361 | 0.9144 |
145
+ | No log | 11.75 | 188 | 0.8497 | 0.1050 | 0.8497 | 0.9218 |
146
+ | No log | 11.875 | 190 | 0.8615 | 0.1051 | 0.8615 | 0.9282 |
147
+ | No log | 12.0 | 192 | 0.8613 | 0.1867 | 0.8613 | 0.9280 |
148
+ | No log | 12.125 | 194 | 0.8580 | 0.1400 | 0.8580 | 0.9263 |
149
+ | No log | 12.25 | 196 | 0.8522 | 0.1423 | 0.8522 | 0.9231 |
150
+ | No log | 12.375 | 198 | 0.8142 | 0.1863 | 0.8142 | 0.9023 |
151
+ | No log | 12.5 | 200 | 0.8338 | 0.0837 | 0.8338 | 0.9131 |
152
+ | No log | 12.625 | 202 | 0.7939 | 0.0152 | 0.7939 | 0.8910 |
153
+ | No log | 12.75 | 204 | 0.7607 | 0.2405 | 0.7607 | 0.8722 |
154
+ | No log | 12.875 | 206 | 0.7357 | 0.2627 | 0.7357 | 0.8577 |
155
+ | No log | 13.0 | 208 | 0.7559 | 0.2627 | 0.7559 | 0.8694 |
156
+ | No log | 13.125 | 210 | 0.7444 | 0.2239 | 0.7444 | 0.8628 |
157
+ | No log | 13.25 | 212 | 0.7118 | 0.0814 | 0.7118 | 0.8437 |
158
+ | No log | 13.375 | 214 | 0.6845 | 0.0914 | 0.6845 | 0.8273 |
159
+ | No log | 13.5 | 216 | 0.6905 | 0.0857 | 0.6905 | 0.8310 |
160
+ | No log | 13.625 | 218 | 0.7556 | 0.0670 | 0.7556 | 0.8693 |
161
+ | No log | 13.75 | 220 | 0.9115 | 0.0684 | 0.9115 | 0.9547 |
162
+ | No log | 13.875 | 222 | 0.7935 | 0.0549 | 0.7935 | 0.8908 |
163
+ | No log | 14.0 | 224 | 0.7091 | 0.0414 | 0.7091 | 0.8421 |
164
+ | No log | 14.125 | 226 | 0.9068 | 0.1123 | 0.9068 | 0.9523 |
165
+ | No log | 14.25 | 228 | 0.9997 | 0.0048 | 0.9997 | 0.9998 |
166
+ | No log | 14.375 | 230 | 0.8872 | 0.1345 | 0.8872 | 0.9419 |
167
+ | No log | 14.5 | 232 | 0.8846 | 0.1624 | 0.8846 | 0.9405 |
168
+ | No log | 14.625 | 234 | 0.9730 | -0.0146 | 0.9730 | 0.9864 |
169
+ | No log | 14.75 | 236 | 0.9515 | 0.0481 | 0.9515 | 0.9755 |
170
+ | No log | 14.875 | 238 | 0.8874 | 0.0169 | 0.8874 | 0.9420 |
171
+ | No log | 15.0 | 240 | 0.7826 | 0.0831 | 0.7826 | 0.8847 |
172
+ | No log | 15.125 | 242 | 0.6853 | 0.0814 | 0.6853 | 0.8278 |
173
+ | No log | 15.25 | 244 | 0.6916 | 0.2403 | 0.6916 | 0.8316 |
174
+ | No log | 15.375 | 246 | 0.6911 | 0.0768 | 0.6911 | 0.8313 |
175
+ | No log | 15.5 | 248 | 0.7596 | 0.0913 | 0.7596 | 0.8716 |
176
+ | No log | 15.625 | 250 | 0.8855 | 0.0241 | 0.8855 | 0.9410 |
177
+ | No log | 15.75 | 252 | 0.8890 | 0.0241 | 0.8890 | 0.9429 |
178
+ | No log | 15.875 | 254 | 0.8117 | 0.2751 | 0.8117 | 0.9010 |
179
+ | No log | 16.0 | 256 | 0.7866 | 0.1687 | 0.7866 | 0.8869 |
180
+ | No log | 16.125 | 258 | 0.7906 | 0.1315 | 0.7906 | 0.8892 |
181
+ | No log | 16.25 | 260 | 0.7537 | 0.1778 | 0.7537 | 0.8682 |
182
+ | No log | 16.375 | 262 | 0.7933 | 0.0909 | 0.7933 | 0.8907 |
183
+ | No log | 16.5 | 264 | 0.8430 | 0.1106 | 0.8430 | 0.9181 |
184
+ | No log | 16.625 | 266 | 0.7829 | 0.0071 | 0.7829 | 0.8848 |
185
+ | No log | 16.75 | 268 | 0.7415 | 0.0628 | 0.7415 | 0.8611 |
186
+ | No log | 16.875 | 270 | 0.7225 | 0.0670 | 0.7225 | 0.8500 |
187
+ | No log | 17.0 | 272 | 0.7426 | 0.0670 | 0.7426 | 0.8617 |
188
+ | No log | 17.125 | 274 | 0.7102 | 0.0282 | 0.7102 | 0.8428 |
189
+ | No log | 17.25 | 276 | 0.7127 | 0.0355 | 0.7127 | 0.8442 |
190
+ | No log | 17.375 | 278 | 0.7332 | 0.1998 | 0.7332 | 0.8562 |
191
+ | No log | 17.5 | 280 | 0.7171 | 0.1453 | 0.7171 | 0.8468 |
192
+ | No log | 17.625 | 282 | 0.7236 | 0.0814 | 0.7236 | 0.8507 |
193
+ | No log | 17.75 | 284 | 0.7545 | -0.0228 | 0.7545 | 0.8686 |
194
+ | No log | 17.875 | 286 | 0.7463 | -0.0228 | 0.7463 | 0.8639 |
195
+ | No log | 18.0 | 288 | 0.7339 | 0.0355 | 0.7339 | 0.8567 |
196
+ | No log | 18.125 | 290 | 0.7583 | 0.2446 | 0.7583 | 0.8708 |
197
+ | No log | 18.25 | 292 | 0.7759 | 0.2019 | 0.7759 | 0.8809 |
198
+ | No log | 18.375 | 294 | 0.7140 | 0.1976 | 0.7140 | 0.8450 |
199
+ | No log | 18.5 | 296 | 0.8435 | 0.0016 | 0.8435 | 0.9184 |
200
+ | No log | 18.625 | 298 | 1.3157 | 0.0998 | 1.3157 | 1.1470 |
201
+ | No log | 18.75 | 300 | 1.4449 | 0.1041 | 1.4449 | 1.2021 |
202
+ | No log | 18.875 | 302 | 1.1488 | 0.0586 | 1.1488 | 1.0718 |
203
+ | No log | 19.0 | 304 | 0.8299 | 0.0424 | 0.8299 | 0.9110 |
204
+ | No log | 19.125 | 306 | 0.7364 | 0.2283 | 0.7364 | 0.8581 |
205
+ | No log | 19.25 | 308 | 0.7415 | 0.1906 | 0.7415 | 0.8611 |
206
+ | No log | 19.375 | 310 | 0.7471 | 0.1080 | 0.7471 | 0.8643 |
207
+ | No log | 19.5 | 312 | 0.6889 | 0.1976 | 0.6889 | 0.8300 |
208
+ | No log | 19.625 | 314 | 0.7091 | 0.0714 | 0.7091 | 0.8421 |
209
+ | No log | 19.75 | 316 | 0.7565 | 0.0099 | 0.7565 | 0.8698 |
210
+ | No log | 19.875 | 318 | 0.7294 | 0.0714 | 0.7294 | 0.8541 |
211
+ | No log | 20.0 | 320 | 0.7741 | 0.0799 | 0.7741 | 0.8798 |
212
+ | No log | 20.125 | 322 | 0.7901 | 0.0799 | 0.7901 | 0.8889 |
213
+ | No log | 20.25 | 324 | 0.8026 | 0.0456 | 0.8026 | 0.8959 |
214
+ | No log | 20.375 | 326 | 0.8431 | -0.0008 | 0.8431 | 0.9182 |
215
+ | No log | 20.5 | 328 | 0.8190 | -0.0008 | 0.8190 | 0.9050 |
216
+ | No log | 20.625 | 330 | 0.7377 | 0.1249 | 0.7377 | 0.8589 |
217
+ | No log | 20.75 | 332 | 0.7047 | 0.1856 | 0.7047 | 0.8395 |
218
+ | No log | 20.875 | 334 | 0.7175 | 0.1259 | 0.7175 | 0.8470 |
219
+ | No log | 21.0 | 336 | 0.8372 | 0.0676 | 0.8372 | 0.9150 |
220
+ | No log | 21.125 | 338 | 0.8783 | -0.0143 | 0.8783 | 0.9372 |
221
+ | No log | 21.25 | 340 | 0.8469 | 0.0676 | 0.8469 | 0.9203 |
222
+ | No log | 21.375 | 342 | 0.7603 | 0.0152 | 0.7603 | 0.8720 |
223
+ | No log | 21.5 | 344 | 0.7535 | 0.2627 | 0.7535 | 0.8680 |
224
+ | No log | 21.625 | 346 | 0.7828 | 0.1744 | 0.7828 | 0.8848 |
225
+ | No log | 21.75 | 348 | 0.8111 | 0.2405 | 0.8111 | 0.9006 |
226
+ | No log | 21.875 | 350 | 0.8285 | 0.0923 | 0.8285 | 0.9102 |
227
+ | No log | 22.0 | 352 | 0.7943 | 0.2827 | 0.7943 | 0.8912 |
228
+ | No log | 22.125 | 354 | 0.7693 | 0.1744 | 0.7693 | 0.8771 |
229
+ | No log | 22.25 | 356 | 0.7514 | 0.2707 | 0.7514 | 0.8669 |
230
+ | No log | 22.375 | 358 | 0.7353 | 0.2239 | 0.7353 | 0.8575 |
231
+ | No log | 22.5 | 360 | 0.7554 | 0.0680 | 0.7554 | 0.8691 |
232
+ | No log | 22.625 | 362 | 0.7774 | 0.0562 | 0.7774 | 0.8817 |
233
+ | No log | 22.75 | 364 | 0.7462 | 0.0680 | 0.7462 | 0.8638 |
234
+ | No log | 22.875 | 366 | 0.7149 | 0.1311 | 0.7149 | 0.8455 |
235
+ | No log | 23.0 | 368 | 0.7099 | 0.1371 | 0.7099 | 0.8425 |
236
+ | No log | 23.125 | 370 | 0.7060 | 0.0814 | 0.7060 | 0.8402 |
237
+ | No log | 23.25 | 372 | 0.7214 | 0.0768 | 0.7214 | 0.8493 |
238
+ | No log | 23.375 | 374 | 0.7664 | 0.0913 | 0.7664 | 0.8755 |
239
+ | No log | 23.5 | 376 | 0.7761 | 0.1660 | 0.7761 | 0.8810 |
240
+ | No log | 23.625 | 378 | 0.7359 | -0.0274 | 0.7359 | 0.8579 |
241
+ | No log | 23.75 | 380 | 0.7060 | 0.1371 | 0.7060 | 0.8402 |
242
+ | No log | 23.875 | 382 | 0.7199 | 0.3163 | 0.7199 | 0.8485 |
243
+ | No log | 24.0 | 384 | 0.7165 | 0.1371 | 0.7165 | 0.8465 |
244
+ | No log | 24.125 | 386 | 0.7558 | 0.0214 | 0.7558 | 0.8693 |
245
+ | No log | 24.25 | 388 | 0.8424 | 0.0837 | 0.8424 | 0.9178 |
246
+ | No log | 24.375 | 390 | 0.8125 | 0.0504 | 0.8125 | 0.9014 |
247
+ | No log | 24.5 | 392 | 0.7654 | 0.2138 | 0.7654 | 0.8749 |
248
+ | No log | 24.625 | 394 | 0.7367 | 0.1835 | 0.7367 | 0.8583 |
249
+ | No log | 24.75 | 396 | 0.7069 | 0.1371 | 0.7069 | 0.8408 |
250
+ | No log | 24.875 | 398 | 0.7627 | 0.1495 | 0.7627 | 0.8733 |
251
+ | No log | 25.0 | 400 | 0.8384 | 0.0793 | 0.8384 | 0.9156 |
252
+ | No log | 25.125 | 402 | 0.7925 | 0.1387 | 0.7925 | 0.8902 |
253
+ | No log | 25.25 | 404 | 0.6896 | 0.1828 | 0.6896 | 0.8304 |
254
+ | No log | 25.375 | 406 | 0.6786 | 0.0436 | 0.6786 | 0.8238 |
255
+ | No log | 25.5 | 408 | 0.6893 | 0.0436 | 0.6893 | 0.8302 |
256
+ | No log | 25.625 | 410 | 0.6861 | 0.1371 | 0.6861 | 0.8283 |
257
+ | No log | 25.75 | 412 | 0.7478 | 0.1506 | 0.7478 | 0.8648 |
258
+ | No log | 25.875 | 414 | 0.9213 | 0.1186 | 0.9213 | 0.9598 |
259
+ | No log | 26.0 | 416 | 0.9350 | 0.1149 | 0.9350 | 0.9669 |
260
+ | No log | 26.125 | 418 | 0.7971 | 0.1193 | 0.7971 | 0.8928 |
261
+ | No log | 26.25 | 420 | 0.7016 | 0.1311 | 0.7016 | 0.8376 |
262
+ | No log | 26.375 | 422 | 0.7069 | 0.2667 | 0.7069 | 0.8408 |
263
+ | No log | 26.5 | 424 | 0.7423 | 0.1080 | 0.7423 | 0.8616 |
264
+ | No log | 26.625 | 426 | 0.6961 | 0.1501 | 0.6961 | 0.8343 |
265
+ | No log | 26.75 | 428 | 0.6656 | 0.1371 | 0.6656 | 0.8159 |
266
+ | No log | 26.875 | 430 | 0.7500 | 0.0909 | 0.7500 | 0.8660 |
267
+ | No log | 27.0 | 432 | 0.8369 | 0.1453 | 0.8369 | 0.9148 |
268
+ | No log | 27.125 | 434 | 0.8534 | 0.1024 | 0.8534 | 0.9238 |
269
+ | No log | 27.25 | 436 | 0.7836 | 0.1605 | 0.7836 | 0.8852 |
270
+ | No log | 27.375 | 438 | 0.6900 | 0.2258 | 0.6900 | 0.8307 |
271
+ | No log | 27.5 | 440 | 0.6534 | 0.1444 | 0.6534 | 0.8084 |
272
+ | No log | 27.625 | 442 | 0.6519 | 0.1444 | 0.6519 | 0.8074 |
273
+ | No log | 27.75 | 444 | 0.6650 | 0.1371 | 0.6650 | 0.8155 |
274
+ | No log | 27.875 | 446 | 0.7193 | 0.1565 | 0.7193 | 0.8481 |
275
+ | No log | 28.0 | 448 | 0.8231 | 0.1879 | 0.8231 | 0.9072 |
276
+ | No log | 28.125 | 450 | 0.8627 | 0.2069 | 0.8627 | 0.9288 |
277
+ | No log | 28.25 | 452 | 0.8117 | 0.1542 | 0.8117 | 0.9009 |
278
+ | No log | 28.375 | 454 | 0.7422 | 0.0562 | 0.7422 | 0.8615 |
279
+ | No log | 28.5 | 456 | 0.7297 | 0.0562 | 0.7297 | 0.8542 |
280
+ | No log | 28.625 | 458 | 0.7571 | 0.1387 | 0.7571 | 0.8701 |
281
+ | No log | 28.75 | 460 | 0.8347 | 0.1024 | 0.8347 | 0.9136 |
282
+ | No log | 28.875 | 462 | 0.8803 | 0.0134 | 0.8803 | 0.9382 |
283
+ | No log | 29.0 | 464 | 0.8120 | 0.1149 | 0.8120 | 0.9011 |
284
+ | No log | 29.125 | 466 | 0.7767 | 0.0831 | 0.7767 | 0.8813 |
285
+ | No log | 29.25 | 468 | 0.8092 | 0.1149 | 0.8092 | 0.8996 |
286
+ | No log | 29.375 | 470 | 0.8545 | 0.1106 | 0.8545 | 0.9244 |
287
+ | No log | 29.5 | 472 | 0.8091 | 0.1593 | 0.8091 | 0.8995 |
288
+ | No log | 29.625 | 474 | 0.7737 | 0.0956 | 0.7737 | 0.8796 |
289
+ | No log | 29.75 | 476 | 0.7401 | 0.1612 | 0.7401 | 0.8603 |
290
+ | No log | 29.875 | 478 | 0.7153 | 0.1612 | 0.7153 | 0.8458 |
291
+ | No log | 30.0 | 480 | 0.7183 | 0.2105 | 0.7183 | 0.8475 |
292
+ | No log | 30.125 | 482 | 0.7287 | 0.1565 | 0.7287 | 0.8537 |
293
+ | No log | 30.25 | 484 | 0.7078 | 0.2105 | 0.7078 | 0.8413 |
294
+ | No log | 30.375 | 486 | 0.6869 | 0.1740 | 0.6869 | 0.8288 |
295
+ | No log | 30.5 | 488 | 0.7136 | 0.1612 | 0.7136 | 0.8448 |
296
+ | No log | 30.625 | 490 | 0.7833 | 0.1605 | 0.7833 | 0.8850 |
297
+ | No log | 30.75 | 492 | 0.7866 | 0.1605 | 0.7866 | 0.8869 |
298
+ | No log | 30.875 | 494 | 0.7251 | 0.1096 | 0.7251 | 0.8515 |
299
+ | No log | 31.0 | 496 | 0.7020 | 0.1675 | 0.7020 | 0.8378 |
300
+ | No log | 31.125 | 498 | 0.7035 | 0.1146 | 0.7035 | 0.8387 |
301
+ | 0.2277 | 31.25 | 500 | 0.7454 | 0.1395 | 0.7454 | 0.8634 |
302
+ | 0.2277 | 31.375 | 502 | 0.8023 | 0.2015 | 0.8023 | 0.8957 |
303
+ | 0.2277 | 31.5 | 504 | 0.7926 | 0.2015 | 0.7926 | 0.8903 |
304
+ | 0.2277 | 31.625 | 506 | 0.7219 | 0.1449 | 0.7219 | 0.8496 |
305
+ | 0.2277 | 31.75 | 508 | 0.6859 | 0.1249 | 0.6859 | 0.8282 |
306
+ | 0.2277 | 31.875 | 510 | 0.7013 | 0.2166 | 0.7013 | 0.8374 |
307
+ | 0.2277 | 32.0 | 512 | 0.7212 | 0.0732 | 0.7212 | 0.8492 |
308
+ | 0.2277 | 32.125 | 514 | 0.7372 | 0.0639 | 0.7372 | 0.8586 |
309
+ | 0.2277 | 32.25 | 516 | 0.7890 | 0.1605 | 0.7890 | 0.8883 |
310
+ | 0.2277 | 32.375 | 518 | 0.9458 | 0.0747 | 0.9458 | 0.9725 |
311
+ | 0.2277 | 32.5 | 520 | 0.9927 | 0.0391 | 0.9927 | 0.9964 |
312
+ | 0.2277 | 32.625 | 522 | 0.8753 | 0.1354 | 0.8753 | 0.9356 |
313
+ | 0.2277 | 32.75 | 524 | 0.7228 | 0.1097 | 0.7228 | 0.8502 |
314
+ | 0.2277 | 32.875 | 526 | 0.6767 | 0.1902 | 0.6767 | 0.8226 |
315
+ | 0.2277 | 33.0 | 528 | 0.6789 | 0.1902 | 0.6789 | 0.8240 |
316
+ | 0.2277 | 33.125 | 530 | 0.6863 | 0.1902 | 0.6863 | 0.8284 |
317
+ | 0.2277 | 33.25 | 532 | 0.7159 | 0.2180 | 0.7159 | 0.8461 |
318
+ | 0.2277 | 33.375 | 534 | 0.7641 | 0.0476 | 0.7641 | 0.8741 |
319
+ | 0.2277 | 33.5 | 536 | 0.8223 | 0.0826 | 0.8223 | 0.9068 |
320
+ | 0.2277 | 33.625 | 538 | 0.7905 | 0.0476 | 0.7905 | 0.8891 |
321
+ | 0.2277 | 33.75 | 540 | 0.7380 | 0.1691 | 0.7380 | 0.8591 |
322
+ | 0.2277 | 33.875 | 542 | 0.7118 | 0.1354 | 0.7118 | 0.8437 |
323
+ | 0.2277 | 34.0 | 544 | 0.7251 | 0.2294 | 0.7251 | 0.8515 |
324
+ | 0.2277 | 34.125 | 546 | 0.7213 | 0.2263 | 0.7213 | 0.8493 |
325
+ | 0.2277 | 34.25 | 548 | 0.7165 | 0.1354 | 0.7165 | 0.8464 |
326
+ | 0.2277 | 34.375 | 550 | 0.7520 | 0.1199 | 0.7520 | 0.8672 |
327
+ | 0.2277 | 34.5 | 552 | 0.8161 | 0.0041 | 0.8161 | 0.9034 |
328
+ | 0.2277 | 34.625 | 554 | 0.9050 | 0.0949 | 0.9050 | 0.9513 |
329
+ | 0.2277 | 34.75 | 556 | 0.9007 | 0.0949 | 0.9007 | 0.9490 |
330
 
331
 
332
  ### Framework versions