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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k4_task3_organization

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bert
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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_k3_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_k3_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: 0.9007
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- - Qwk: 0.0949
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- - Mse: 0.9007
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- - Rmse: 0.9490
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  ## Model description
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@@ -47,286 +47,263 @@ 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 | 0.125 | 2 | 3.6600 | -0.0157 | 3.6600 | 1.9131 |
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- | No log | 0.25 | 4 | 1.8107 | 0.0560 | 1.8107 | 1.3456 |
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- | No log | 0.375 | 6 | 1.3195 | -0.0452 | 1.3195 | 1.1487 |
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- | No log | 0.5 | 8 | 1.0291 | -0.1274 | 1.0291 | 1.0145 |
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- | No log | 0.625 | 10 | 0.8793 | -0.0753 | 0.8793 | 0.9377 |
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- | No log | 0.75 | 12 | 0.9812 | -0.1695 | 0.9812 | 0.9906 |
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- | No log | 0.875 | 14 | 1.2323 | 0.0355 | 1.2323 | 1.1101 |
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- | No log | 1.0 | 16 | 1.1265 | -0.0486 | 1.1265 | 1.0614 |
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- | No log | 1.125 | 18 | 1.0086 | -0.1628 | 1.0086 | 1.0043 |
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- | No log | 1.25 | 20 | 1.0219 | 0.0405 | 1.0219 | 1.0109 |
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- | No log | 1.375 | 22 | 1.0047 | 0.1310 | 1.0047 | 1.0023 |
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- | No log | 1.5 | 24 | 1.2906 | 0.0727 | 1.2906 | 1.1361 |
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- | No log | 1.625 | 26 | 0.8711 | 0.0687 | 0.8711 | 0.9333 |
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- | No log | 1.75 | 28 | 0.9374 | 0.1077 | 0.9374 | 0.9682 |
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- | No log | 1.875 | 30 | 0.8568 | 0.0922 | 0.8568 | 0.9256 |
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- | No log | 2.0 | 32 | 0.9325 | 0.0267 | 0.9325 | 0.9657 |
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- | No log | 2.125 | 34 | 0.8832 | 0.1145 | 0.8832 | 0.9398 |
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- | No log | 2.25 | 36 | 0.8348 | 0.1172 | 0.8348 | 0.9137 |
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- | No log | 2.375 | 38 | 0.8728 | 0.0406 | 0.8728 | 0.9343 |
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- | No log | 2.5 | 40 | 0.9477 | 0.0785 | 0.9477 | 0.9735 |
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- | No log | 2.625 | 42 | 0.9829 | 0.0365 | 0.9829 | 0.9914 |
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- | No log | 2.75 | 44 | 1.0494 | -0.0348 | 1.0494 | 1.0244 |
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- | No log | 2.875 | 46 | 1.0574 | 0.1273 | 1.0574 | 1.0283 |
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- | No log | 3.0 | 48 | 1.1226 | 0.1277 | 1.1226 | 1.0595 |
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- | No log | 3.125 | 50 | 1.0631 | 0.0883 | 1.0631 | 1.0311 |
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- | No log | 3.25 | 52 | 1.1578 | -0.0384 | 1.1578 | 1.0760 |
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- | No log | 3.375 | 54 | 1.0896 | -0.0463 | 1.0896 | 1.0438 |
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- | No log | 3.5 | 56 | 0.9978 | -0.0247 | 0.9978 | 0.9989 |
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- | No log | 3.625 | 58 | 0.9417 | 0.1183 | 0.9417 | 0.9704 |
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- | No log | 3.75 | 60 | 0.9285 | 0.0768 | 0.9285 | 0.9636 |
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- | No log | 3.875 | 62 | 1.2236 | 0.0746 | 1.2236 | 1.1062 |
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- | No log | 4.0 | 64 | 0.9850 | 0.1511 | 0.9850 | 0.9925 |
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- | No log | 4.125 | 66 | 1.1201 | 0.1737 | 1.1201 | 1.0583 |
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- | No log | 4.25 | 68 | 1.0139 | 0.1961 | 1.0139 | 1.0069 |
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- | No log | 4.375 | 70 | 1.1555 | 0.0401 | 1.1555 | 1.0749 |
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- | No log | 4.5 | 72 | 1.2734 | 0.1326 | 1.2734 | 1.1284 |
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- | No log | 4.625 | 74 | 0.9655 | 0.1969 | 0.9655 | 0.9826 |
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- | No log | 4.75 | 76 | 1.5171 | 0.0745 | 1.5171 | 1.2317 |
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- | No log | 4.875 | 78 | 1.3711 | 0.0166 | 1.3711 | 1.1709 |
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- | No log | 5.0 | 80 | 0.9276 | 0.1733 | 0.9276 | 0.9631 |
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- | No log | 5.125 | 82 | 0.9640 | -0.0179 | 0.9640 | 0.9818 |
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- | No log | 5.25 | 84 | 0.9672 | 0.0935 | 0.9672 | 0.9835 |
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- | No log | 5.375 | 86 | 1.2096 | 0.0006 | 1.2096 | 1.0998 |
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- | No log | 5.5 | 88 | 1.1071 | 0.0344 | 1.1071 | 1.0522 |
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- | No log | 5.625 | 90 | 0.8453 | 0.1221 | 0.8453 | 0.9194 |
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- | No log | 5.75 | 92 | 0.9205 | 0.0580 | 0.9205 | 0.9594 |
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- | No log | 5.875 | 94 | 0.8252 | 0.2063 | 0.8252 | 0.9084 |
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- | No log | 6.0 | 96 | 0.9463 | 0.0576 | 0.9463 | 0.9728 |
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- | No log | 6.125 | 98 | 1.2855 | 0.0876 | 1.2855 | 1.1338 |
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- | No log | 6.25 | 100 | 1.0036 | 0.0547 | 1.0036 | 1.0018 |
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- | No log | 6.375 | 102 | 0.8383 | 0.1673 | 0.8383 | 0.9156 |
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- | No log | 6.5 | 104 | 0.8825 | 0.1519 | 0.8825 | 0.9394 |
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- | No log | 6.625 | 106 | 0.8593 | 0.1417 | 0.8593 | 0.9270 |
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- | No log | 6.75 | 108 | 0.8636 | 0.0497 | 0.8636 | 0.9293 |
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- | No log | 6.875 | 110 | 0.7825 | 0.1962 | 0.7825 | 0.8846 |
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- | No log | 7.0 | 112 | 0.9347 | 0.0754 | 0.9347 | 0.9668 |
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- | No log | 7.125 | 114 | 0.9882 | 0.0418 | 0.9882 | 0.9941 |
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- | No log | 7.25 | 116 | 0.8479 | 0.1133 | 0.8479 | 0.9208 |
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- | No log | 7.375 | 118 | 1.0111 | -0.0007 | 1.0111 | 1.0055 |
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- | No log | 7.5 | 120 | 0.9588 | -0.0007 | 0.9588 | 0.9792 |
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- | No log | 7.625 | 122 | 0.8847 | -0.0345 | 0.8847 | 0.9406 |
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- | No log | 7.75 | 124 | 0.7919 | 0.1006 | 0.7919 | 0.8899 |
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- | No log | 7.875 | 126 | 0.7304 | 0.0828 | 0.7304 | 0.8546 |
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- | No log | 8.0 | 128 | 0.6926 | 0.2326 | 0.6926 | 0.8322 |
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- | No log | 8.125 | 130 | 0.6833 | 0.3453 | 0.6833 | 0.8266 |
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- | No log | 8.25 | 132 | 0.6874 | 0.3827 | 0.6874 | 0.8291 |
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- | No log | 8.375 | 134 | 0.7653 | 0.1434 | 0.7653 | 0.8748 |
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- | No log | 8.5 | 136 | 0.7527 | 0.1778 | 0.7527 | 0.8676 |
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- | No log | 8.625 | 138 | 0.7624 | 0.2606 | 0.7624 | 0.8732 |
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- | No log | 8.75 | 140 | 0.7725 | 0.0146 | 0.7725 | 0.8789 |
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- | No log | 8.875 | 142 | 0.7379 | 0.2831 | 0.7379 | 0.8590 |
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- | No log | 9.0 | 144 | 0.7975 | 0.1426 | 0.7975 | 0.8930 |
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- | No log | 9.125 | 146 | 0.7939 | 0.2070 | 0.7939 | 0.8910 |
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- | No log | 9.25 | 148 | 0.9195 | 0.0217 | 0.9195 | 0.9589 |
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- | No log | 9.375 | 150 | 0.8670 | -0.0054 | 0.8670 | 0.9311 |
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- | No log | 9.5 | 152 | 0.8230 | 0.2677 | 0.8230 | 0.9072 |
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- | No log | 9.625 | 154 | 0.8223 | 0.1179 | 0.8223 | 0.9068 |
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- | No log | 9.75 | 156 | 0.8106 | 0.1224 | 0.8106 | 0.9003 |
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- | No log | 9.875 | 158 | 0.8309 | 0.2570 | 0.8309 | 0.9115 |
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- | No log | 10.0 | 160 | 0.7832 | 0.1529 | 0.7832 | 0.8850 |
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- | No log | 10.125 | 162 | 0.7726 | 0.1604 | 0.7726 | 0.8790 |
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- | No log | 10.25 | 164 | 0.8171 | 0.1867 | 0.8171 | 0.9039 |
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- | No log | 10.375 | 166 | 0.9543 | 0.1914 | 0.9543 | 0.9769 |
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- | No log | 10.5 | 168 | 0.9009 | 0.1379 | 0.9009 | 0.9492 |
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- | No log | 10.625 | 170 | 0.8335 | 0.1509 | 0.8335 | 0.9129 |
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- | No log | 10.75 | 172 | 0.7892 | 0.1224 | 0.7892 | 0.8884 |
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- | No log | 10.875 | 174 | 0.8872 | 0.0659 | 0.8872 | 0.9419 |
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- | No log | 11.0 | 176 | 0.9617 | 0.0169 | 0.9617 | 0.9807 |
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- | No log | 11.125 | 178 | 0.8001 | 0.0118 | 0.8001 | 0.8945 |
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- | No log | 11.25 | 180 | 0.7803 | 0.1646 | 0.7803 | 0.8833 |
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- | No log | 11.375 | 182 | 0.8100 | 0.1591 | 0.8100 | 0.9000 |
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- | No log | 11.5 | 184 | 0.8870 | 0.0065 | 0.8870 | 0.9418 |
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- | No log | 11.625 | 186 | 0.8361 | 0.1050 | 0.8361 | 0.9144 |
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- | No log | 11.75 | 188 | 0.8497 | 0.1050 | 0.8497 | 0.9218 |
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- | No log | 11.875 | 190 | 0.8615 | 0.1051 | 0.8615 | 0.9282 |
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- | No log | 12.0 | 192 | 0.8613 | 0.1867 | 0.8613 | 0.9280 |
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- | No log | 12.125 | 194 | 0.8580 | 0.1400 | 0.8580 | 0.9263 |
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- | No log | 12.25 | 196 | 0.8522 | 0.1423 | 0.8522 | 0.9231 |
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- | No log | 12.375 | 198 | 0.8142 | 0.1863 | 0.8142 | 0.9023 |
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- | No log | 12.5 | 200 | 0.8338 | 0.0837 | 0.8338 | 0.9131 |
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- | No log | 12.625 | 202 | 0.7939 | 0.0152 | 0.7939 | 0.8910 |
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- | No log | 12.75 | 204 | 0.7607 | 0.2405 | 0.7607 | 0.8722 |
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- | No log | 12.875 | 206 | 0.7357 | 0.2627 | 0.7357 | 0.8577 |
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- | No log | 13.0 | 208 | 0.7559 | 0.2627 | 0.7559 | 0.8694 |
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- | No log | 13.125 | 210 | 0.7444 | 0.2239 | 0.7444 | 0.8628 |
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- | No log | 13.25 | 212 | 0.7118 | 0.0814 | 0.7118 | 0.8437 |
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- | No log | 13.375 | 214 | 0.6845 | 0.0914 | 0.6845 | 0.8273 |
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- | No log | 13.5 | 216 | 0.6905 | 0.0857 | 0.6905 | 0.8310 |
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- | No log | 13.625 | 218 | 0.7556 | 0.0670 | 0.7556 | 0.8693 |
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- | No log | 13.75 | 220 | 0.9115 | 0.0684 | 0.9115 | 0.9547 |
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- | No log | 13.875 | 222 | 0.7935 | 0.0549 | 0.7935 | 0.8908 |
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- | No log | 14.0 | 224 | 0.7091 | 0.0414 | 0.7091 | 0.8421 |
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- | No log | 14.125 | 226 | 0.9068 | 0.1123 | 0.9068 | 0.9523 |
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- | No log | 14.25 | 228 | 0.9997 | 0.0048 | 0.9997 | 0.9998 |
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- | No log | 14.375 | 230 | 0.8872 | 0.1345 | 0.8872 | 0.9419 |
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- | No log | 14.5 | 232 | 0.8846 | 0.1624 | 0.8846 | 0.9405 |
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- | No log | 14.625 | 234 | 0.9730 | -0.0146 | 0.9730 | 0.9864 |
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- | No log | 14.75 | 236 | 0.9515 | 0.0481 | 0.9515 | 0.9755 |
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- | No log | 14.875 | 238 | 0.8874 | 0.0169 | 0.8874 | 0.9420 |
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- | No log | 15.0 | 240 | 0.7826 | 0.0831 | 0.7826 | 0.8847 |
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- | No log | 15.125 | 242 | 0.6853 | 0.0814 | 0.6853 | 0.8278 |
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- | No log | 15.25 | 244 | 0.6916 | 0.2403 | 0.6916 | 0.8316 |
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- | No log | 15.375 | 246 | 0.6911 | 0.0768 | 0.6911 | 0.8313 |
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- | No log | 15.5 | 248 | 0.7596 | 0.0913 | 0.7596 | 0.8716 |
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- | No log | 15.625 | 250 | 0.8855 | 0.0241 | 0.8855 | 0.9410 |
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- | No log | 15.75 | 252 | 0.8890 | 0.0241 | 0.8890 | 0.9429 |
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- | No log | 15.875 | 254 | 0.8117 | 0.2751 | 0.8117 | 0.9010 |
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- | No log | 16.0 | 256 | 0.7866 | 0.1687 | 0.7866 | 0.8869 |
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- | No log | 16.125 | 258 | 0.7906 | 0.1315 | 0.7906 | 0.8892 |
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- | No log | 16.25 | 260 | 0.7537 | 0.1778 | 0.7537 | 0.8682 |
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- | No log | 16.375 | 262 | 0.7933 | 0.0909 | 0.7933 | 0.8907 |
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- | No log | 16.5 | 264 | 0.8430 | 0.1106 | 0.8430 | 0.9181 |
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- | No log | 16.625 | 266 | 0.7829 | 0.0071 | 0.7829 | 0.8848 |
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- | No log | 16.75 | 268 | 0.7415 | 0.0628 | 0.7415 | 0.8611 |
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- | No log | 16.875 | 270 | 0.7225 | 0.0670 | 0.7225 | 0.8500 |
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- | No log | 17.0 | 272 | 0.7426 | 0.0670 | 0.7426 | 0.8617 |
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- | No log | 17.125 | 274 | 0.7102 | 0.0282 | 0.7102 | 0.8428 |
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- | No log | 17.25 | 276 | 0.7127 | 0.0355 | 0.7127 | 0.8442 |
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- | No log | 17.375 | 278 | 0.7332 | 0.1998 | 0.7332 | 0.8562 |
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- | No log | 17.5 | 280 | 0.7171 | 0.1453 | 0.7171 | 0.8468 |
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- | No log | 17.625 | 282 | 0.7236 | 0.0814 | 0.7236 | 0.8507 |
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- | No log | 17.75 | 284 | 0.7545 | -0.0228 | 0.7545 | 0.8686 |
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- | No log | 17.875 | 286 | 0.7463 | -0.0228 | 0.7463 | 0.8639 |
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- | No log | 18.0 | 288 | 0.7339 | 0.0355 | 0.7339 | 0.8567 |
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- | No log | 18.125 | 290 | 0.7583 | 0.2446 | 0.7583 | 0.8708 |
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- | No log | 18.25 | 292 | 0.7759 | 0.2019 | 0.7759 | 0.8809 |
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- | No log | 18.375 | 294 | 0.7140 | 0.1976 | 0.7140 | 0.8450 |
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- | No log | 18.5 | 296 | 0.8435 | 0.0016 | 0.8435 | 0.9184 |
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- | No log | 18.625 | 298 | 1.3157 | 0.0998 | 1.3157 | 1.1470 |
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- | No log | 18.75 | 300 | 1.4449 | 0.1041 | 1.4449 | 1.2021 |
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- | No log | 18.875 | 302 | 1.1488 | 0.0586 | 1.1488 | 1.0718 |
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- | No log | 19.0 | 304 | 0.8299 | 0.0424 | 0.8299 | 0.9110 |
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- | No log | 19.125 | 306 | 0.7364 | 0.2283 | 0.7364 | 0.8581 |
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- | No log | 19.25 | 308 | 0.7415 | 0.1906 | 0.7415 | 0.8611 |
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- | No log | 19.375 | 310 | 0.7471 | 0.1080 | 0.7471 | 0.8643 |
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- | 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 |
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- | 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 |
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- | No log | 20.0 | 320 | 0.7741 | 0.0799 | 0.7741 | 0.8798 |
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- | No log | 20.125 | 322 | 0.7901 | 0.0799 | 0.7901 | 0.8889 |
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- | 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 |
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- | No log | 20.625 | 330 | 0.7377 | 0.1249 | 0.7377 | 0.8589 |
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- | 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 |
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- | 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 |
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- | No log | 23.0 | 368 | 0.7099 | 0.1371 | 0.7099 | 0.8425 |
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- | No log | 23.125 | 370 | 0.7060 | 0.0814 | 0.7060 | 0.8402 |
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- | 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
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k4_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_k4_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: 0.7555
19
+ - Qwk: 0.1518
20
+ - Mse: 0.7555
21
+ - Rmse: 0.8692
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0952 | 2 | 3.8621 | 0.0029 | 3.8621 | 1.9652 |
53
+ | No log | 0.1905 | 4 | 1.8680 | 0.0704 | 1.8680 | 1.3667 |
54
+ | No log | 0.2857 | 6 | 0.8596 | 0.0316 | 0.8596 | 0.9271 |
55
+ | No log | 0.3810 | 8 | 0.8057 | 0.0549 | 0.8057 | 0.8976 |
56
+ | No log | 0.4762 | 10 | 1.2310 | 0.0176 | 1.2310 | 1.1095 |
57
+ | No log | 0.5714 | 12 | 0.7359 | 0.0260 | 0.7359 | 0.8579 |
58
+ | No log | 0.6667 | 14 | 0.6846 | 0.1021 | 0.6846 | 0.8274 |
59
+ | No log | 0.7619 | 16 | 0.8373 | -0.0833 | 0.8373 | 0.9150 |
60
+ | No log | 0.8571 | 18 | 0.7408 | -0.0725 | 0.7408 | 0.8607 |
61
+ | No log | 0.9524 | 20 | 0.8186 | -0.0390 | 0.8186 | 0.9048 |
62
+ | No log | 1.0476 | 22 | 0.7394 | -0.0739 | 0.7394 | 0.8599 |
63
+ | No log | 1.1429 | 24 | 0.7329 | 0.1582 | 0.7329 | 0.8561 |
64
+ | No log | 1.2381 | 26 | 0.7416 | 0.1082 | 0.7416 | 0.8612 |
65
+ | No log | 1.3333 | 28 | 0.7873 | 0.0562 | 0.7873 | 0.8873 |
66
+ | No log | 1.4286 | 30 | 1.3880 | 0.0584 | 1.3880 | 1.1782 |
67
+ | No log | 1.5238 | 32 | 1.1801 | 0.0366 | 1.1801 | 1.0863 |
68
+ | No log | 1.6190 | 34 | 0.7837 | 0.0449 | 0.7837 | 0.8853 |
69
+ | No log | 1.7143 | 36 | 0.9018 | -0.1421 | 0.9018 | 0.9497 |
70
+ | No log | 1.8095 | 38 | 0.8332 | 0.0535 | 0.8332 | 0.9128 |
71
+ | No log | 1.9048 | 40 | 0.8364 | 0.1221 | 0.8364 | 0.9145 |
72
+ | No log | 2.0 | 42 | 0.8669 | 0.0656 | 0.8669 | 0.9311 |
73
+ | No log | 2.0952 | 44 | 0.8926 | 0.0377 | 0.8926 | 0.9448 |
74
+ | No log | 2.1905 | 46 | 0.8227 | 0.0656 | 0.8227 | 0.9070 |
75
+ | No log | 2.2857 | 48 | 0.8308 | 0.0656 | 0.8308 | 0.9115 |
76
+ | No log | 2.3810 | 50 | 0.8412 | 0.2121 | 0.8412 | 0.9172 |
77
+ | No log | 2.4762 | 52 | 0.8506 | 0.2955 | 0.8506 | 0.9223 |
78
+ | No log | 2.5714 | 54 | 0.9942 | 0.0747 | 0.9942 | 0.9971 |
79
+ | No log | 2.6667 | 56 | 0.8879 | 0.0649 | 0.8879 | 0.9423 |
80
+ | No log | 2.7619 | 58 | 0.7655 | 0.2063 | 0.7655 | 0.8749 |
81
+ | No log | 2.8571 | 60 | 0.7554 | 0.1674 | 0.7554 | 0.8691 |
82
+ | No log | 2.9524 | 62 | 0.8155 | 0.0068 | 0.8155 | 0.9030 |
83
+ | No log | 3.0476 | 64 | 0.8049 | 0.1358 | 0.8049 | 0.8972 |
84
+ | No log | 3.1429 | 66 | 0.9900 | 0.0147 | 0.9900 | 0.9950 |
85
+ | No log | 3.2381 | 68 | 0.8359 | 0.1872 | 0.8359 | 0.9143 |
86
+ | No log | 3.3333 | 70 | 0.9064 | -0.0408 | 0.9064 | 0.9520 |
87
+ | No log | 3.4286 | 72 | 0.8788 | 0.1519 | 0.8788 | 0.9375 |
88
+ | No log | 3.5238 | 74 | 0.9295 | 0.1005 | 0.9295 | 0.9641 |
89
+ | No log | 3.6190 | 76 | 0.8839 | 0.0230 | 0.8839 | 0.9401 |
90
+ | No log | 3.7143 | 78 | 0.9014 | 0.1884 | 0.9014 | 0.9494 |
91
+ | No log | 3.8095 | 80 | 0.8373 | 0.1203 | 0.8373 | 0.9150 |
92
+ | No log | 3.9048 | 82 | 0.8522 | 0.0856 | 0.8522 | 0.9232 |
93
+ | No log | 4.0 | 84 | 0.8748 | 0.1309 | 0.8748 | 0.9353 |
94
+ | No log | 4.0952 | 86 | 0.8518 | 0.0962 | 0.8518 | 0.9229 |
95
+ | No log | 4.1905 | 88 | 0.8284 | 0.2041 | 0.8284 | 0.9101 |
96
+ | No log | 4.2857 | 90 | 0.9164 | 0.1001 | 0.9164 | 0.9573 |
97
+ | No log | 4.3810 | 92 | 0.9154 | 0.0999 | 0.9154 | 0.9567 |
98
+ | No log | 4.4762 | 94 | 0.9855 | 0.0452 | 0.9855 | 0.9927 |
99
+ | No log | 4.5714 | 96 | 0.9719 | 0.0113 | 0.9719 | 0.9859 |
100
+ | No log | 4.6667 | 98 | 0.8774 | 0.0998 | 0.8774 | 0.9367 |
101
+ | No log | 4.7619 | 100 | 0.8361 | 0.0211 | 0.8361 | 0.9144 |
102
+ | No log | 4.8571 | 102 | 0.7805 | 0.1463 | 0.7805 | 0.8835 |
103
+ | No log | 4.9524 | 104 | 0.8565 | 0.0068 | 0.8565 | 0.9255 |
104
+ | No log | 5.0476 | 106 | 0.7865 | 0.1705 | 0.7865 | 0.8868 |
105
+ | No log | 5.1429 | 108 | 0.8659 | 0.0681 | 0.8659 | 0.9306 |
106
+ | No log | 5.2381 | 110 | 0.8043 | 0.0996 | 0.8043 | 0.8968 |
107
+ | No log | 5.3333 | 112 | 1.0384 | 0.0426 | 1.0384 | 1.0190 |
108
+ | No log | 5.4286 | 114 | 1.2278 | -0.0011 | 1.2278 | 1.1081 |
109
+ | No log | 5.5238 | 116 | 0.8631 | 0.2366 | 0.8631 | 0.9290 |
110
+ | No log | 5.6190 | 118 | 0.8801 | 0.1661 | 0.8801 | 0.9381 |
111
+ | No log | 5.7143 | 120 | 0.8038 | 0.0916 | 0.8038 | 0.8965 |
112
+ | No log | 5.8095 | 122 | 0.8619 | 0.0831 | 0.8619 | 0.9284 |
113
+ | No log | 5.9048 | 124 | 0.7791 | 0.1675 | 0.7791 | 0.8827 |
114
+ | No log | 6.0 | 126 | 0.8236 | 0.1243 | 0.8236 | 0.9075 |
115
+ | No log | 6.0952 | 128 | 0.7845 | 0.0913 | 0.7845 | 0.8857 |
116
+ | No log | 6.1905 | 130 | 0.7547 | 0.1254 | 0.7547 | 0.8687 |
117
+ | No log | 6.2857 | 132 | 0.7781 | 0.1659 | 0.7781 | 0.8821 |
118
+ | No log | 6.3810 | 134 | 0.8983 | 0.1188 | 0.8983 | 0.9478 |
119
+ | No log | 6.4762 | 136 | 0.8795 | 0.2319 | 0.8795 | 0.9378 |
120
+ | No log | 6.5714 | 138 | 0.9228 | 0.1339 | 0.9228 | 0.9606 |
121
+ | No log | 6.6667 | 140 | 0.9805 | 0.1009 | 0.9805 | 0.9902 |
122
+ | No log | 6.7619 | 142 | 0.7721 | 0.2374 | 0.7721 | 0.8787 |
123
+ | No log | 6.8571 | 144 | 0.9865 | 0.0402 | 0.9865 | 0.9932 |
124
+ | No log | 6.9524 | 146 | 0.8193 | 0.1392 | 0.8193 | 0.9051 |
125
+ | No log | 7.0476 | 148 | 0.6828 | 0.2477 | 0.6828 | 0.8263 |
126
+ | No log | 7.1429 | 150 | 0.7547 | 0.1123 | 0.7547 | 0.8687 |
127
+ | No log | 7.2381 | 152 | 0.6947 | 0.2877 | 0.6947 | 0.8335 |
128
+ | No log | 7.3333 | 154 | 0.7753 | 0.1862 | 0.7753 | 0.8805 |
129
+ | No log | 7.4286 | 156 | 0.9513 | 0.1111 | 0.9513 | 0.9753 |
130
+ | No log | 7.5238 | 158 | 0.8494 | 0.1551 | 0.8494 | 0.9216 |
131
+ | No log | 7.6190 | 160 | 0.6974 | 0.0821 | 0.6974 | 0.8351 |
132
+ | No log | 7.7143 | 162 | 0.7475 | 0.1778 | 0.7475 | 0.8646 |
133
+ | No log | 7.8095 | 164 | 0.7277 | 0.2588 | 0.7277 | 0.8531 |
134
+ | No log | 7.9048 | 166 | 0.9696 | 0.0794 | 0.9696 | 0.9847 |
135
+ | No log | 8.0 | 168 | 0.9379 | 0.0824 | 0.9379 | 0.9684 |
136
+ | No log | 8.0952 | 170 | 0.7392 | 0.1311 | 0.7392 | 0.8598 |
137
+ | No log | 8.1905 | 172 | 0.7161 | 0.1311 | 0.7161 | 0.8462 |
138
+ | No log | 8.2857 | 174 | 0.7042 | 0.0914 | 0.7042 | 0.8392 |
139
+ | No log | 8.3810 | 176 | 0.7734 | 0.1336 | 0.7734 | 0.8795 |
140
+ | No log | 8.4762 | 178 | 0.7640 | 0.1836 | 0.7640 | 0.8741 |
141
+ | No log | 8.5714 | 180 | 0.7069 | 0.0863 | 0.7069 | 0.8408 |
142
+ | No log | 8.6667 | 182 | 0.7524 | 0.1906 | 0.7524 | 0.8674 |
143
+ | No log | 8.7619 | 184 | 0.8026 | 0.2002 | 0.8026 | 0.8959 |
144
+ | No log | 8.8571 | 186 | 0.9744 | 0.1683 | 0.9744 | 0.9871 |
145
+ | No log | 8.9524 | 188 | 1.3316 | 0.1030 | 1.3316 | 1.1539 |
146
+ | No log | 9.0476 | 190 | 1.3262 | 0.0802 | 1.3262 | 1.1516 |
147
+ | No log | 9.1429 | 192 | 1.0495 | 0.0933 | 1.0495 | 1.0244 |
148
+ | No log | 9.2381 | 194 | 0.9973 | 0.2010 | 0.9973 | 0.9987 |
149
+ | No log | 9.3333 | 196 | 0.9063 | 0.1331 | 0.9063 | 0.9520 |
150
+ | No log | 9.4286 | 198 | 0.8172 | 0.2103 | 0.8172 | 0.9040 |
151
+ | No log | 9.5238 | 200 | 0.7605 | 0.0922 | 0.7605 | 0.8721 |
152
+ | No log | 9.6190 | 202 | 0.7775 | 0.1675 | 0.7775 | 0.8818 |
153
+ | No log | 9.7143 | 204 | 0.8071 | 0.0490 | 0.8071 | 0.8984 |
154
+ | No log | 9.8095 | 206 | 0.8185 | 0.0956 | 0.8185 | 0.9047 |
155
+ | No log | 9.9048 | 208 | 0.8703 | 0.0734 | 0.8703 | 0.9329 |
156
+ | No log | 10.0 | 210 | 0.8480 | 0.1277 | 0.8480 | 0.9209 |
157
+ | No log | 10.0952 | 212 | 0.8146 | 0.1423 | 0.8146 | 0.9026 |
158
+ | No log | 10.1905 | 214 | 0.8452 | 0.1649 | 0.8452 | 0.9193 |
159
+ | No log | 10.2857 | 216 | 0.8350 | 0.1649 | 0.8350 | 0.9138 |
160
+ | No log | 10.3810 | 218 | 0.7949 | 0.1199 | 0.7949 | 0.8916 |
161
+ | No log | 10.4762 | 220 | 0.8469 | -0.0393 | 0.8469 | 0.9203 |
162
+ | No log | 10.5714 | 222 | 0.8223 | 0.0680 | 0.8223 | 0.9068 |
163
+ | No log | 10.6667 | 224 | 0.8619 | 0.0879 | 0.8619 | 0.9284 |
164
+ | No log | 10.7619 | 226 | 1.0360 | 0.0741 | 1.0360 | 1.0178 |
165
+ | No log | 10.8571 | 228 | 0.8999 | 0.1581 | 0.8999 | 0.9487 |
166
+ | No log | 10.9524 | 230 | 0.8389 | 0.1249 | 0.8389 | 0.9159 |
167
+ | No log | 11.0476 | 232 | 0.8471 | 0.1143 | 0.8471 | 0.9204 |
168
+ | No log | 11.1429 | 234 | 0.8543 | 0.0884 | 0.8543 | 0.9243 |
169
+ | No log | 11.2381 | 236 | 0.8014 | 0.1465 | 0.8014 | 0.8952 |
170
+ | No log | 11.3333 | 238 | 0.8184 | -0.0228 | 0.8184 | 0.9046 |
171
+ | No log | 11.4286 | 240 | 0.8261 | 0.0248 | 0.8261 | 0.9089 |
172
+ | No log | 11.5238 | 242 | 0.7571 | 0.2046 | 0.7571 | 0.8701 |
173
+ | No log | 11.6190 | 244 | 0.9873 | 0.0852 | 0.9873 | 0.9936 |
174
+ | No log | 11.7143 | 246 | 1.0728 | 0.0707 | 1.0728 | 1.0358 |
175
+ | No log | 11.8095 | 248 | 0.8353 | 0.1475 | 0.8353 | 0.9139 |
176
+ | No log | 11.9048 | 250 | 0.7435 | 0.2138 | 0.7435 | 0.8622 |
177
+ | No log | 12.0 | 252 | 0.7851 | 0.0947 | 0.7851 | 0.8860 |
178
+ | No log | 12.0952 | 254 | 0.7562 | 0.2063 | 0.7562 | 0.8696 |
179
+ | No log | 12.1905 | 256 | 0.8033 | 0.1687 | 0.8033 | 0.8963 |
180
+ | No log | 12.2857 | 258 | 0.7948 | 0.1742 | 0.7948 | 0.8915 |
181
+ | No log | 12.3810 | 260 | 0.8013 | 0.1742 | 0.8013 | 0.8952 |
182
+ | No log | 12.4762 | 262 | 0.7652 | 0.2063 | 0.7652 | 0.8748 |
183
+ | No log | 12.5714 | 264 | 0.7956 | 0.1573 | 0.7956 | 0.8920 |
184
+ | No log | 12.6667 | 266 | 0.9143 | 0.0918 | 0.9143 | 0.9562 |
185
+ | No log | 12.7619 | 268 | 0.9371 | 0.0492 | 0.9371 | 0.9680 |
186
+ | No log | 12.8571 | 270 | 0.7885 | 0.1196 | 0.7885 | 0.8880 |
187
+ | No log | 12.9524 | 272 | 0.7740 | 0.1718 | 0.7740 | 0.8797 |
188
+ | No log | 13.0476 | 274 | 0.8026 | 0.0944 | 0.8026 | 0.8959 |
189
+ | No log | 13.1429 | 276 | 0.7741 | 0.0937 | 0.7741 | 0.8798 |
190
+ | No log | 13.2381 | 278 | 0.7550 | 0.1249 | 0.7550 | 0.8689 |
191
+ | No log | 13.3333 | 280 | 0.8191 | 0.1687 | 0.8191 | 0.9050 |
192
+ | No log | 13.4286 | 282 | 0.8016 | 0.1423 | 0.8016 | 0.8953 |
193
+ | No log | 13.5238 | 284 | 0.7883 | 0.2431 | 0.7883 | 0.8879 |
194
+ | No log | 13.6190 | 286 | 0.7496 | 0.1249 | 0.7496 | 0.8658 |
195
+ | No log | 13.7143 | 288 | 0.7492 | 0.2053 | 0.7492 | 0.8655 |
196
+ | No log | 13.8095 | 290 | 0.7900 | 0.2259 | 0.7900 | 0.8888 |
197
+ | No log | 13.9048 | 292 | 0.8114 | 0.2259 | 0.8114 | 0.9008 |
198
+ | No log | 14.0 | 294 | 0.8127 | 0.2484 | 0.8127 | 0.9015 |
199
+ | No log | 14.0952 | 296 | 0.8565 | 0.2066 | 0.8565 | 0.9255 |
200
+ | No log | 14.1905 | 298 | 0.8511 | 0.2513 | 0.8511 | 0.9226 |
201
+ | No log | 14.2857 | 300 | 0.8315 | 0.1797 | 0.8315 | 0.9118 |
202
+ | No log | 14.3810 | 302 | 0.8708 | -0.0029 | 0.8708 | 0.9332 |
203
+ | No log | 14.4762 | 304 | 0.8627 | 0.0986 | 0.8627 | 0.9288 |
204
+ | No log | 14.5714 | 306 | 0.9047 | 0.0498 | 0.9047 | 0.9512 |
205
+ | No log | 14.6667 | 308 | 0.7889 | 0.0476 | 0.7889 | 0.8882 |
206
+ | No log | 14.7619 | 310 | 0.6798 | 0.1371 | 0.6798 | 0.8245 |
207
+ | No log | 14.8571 | 312 | 0.6973 | -0.0541 | 0.6973 | 0.8350 |
208
+ | No log | 14.9524 | 314 | 0.7095 | 0.1807 | 0.7095 | 0.8423 |
209
+ | No log | 15.0476 | 316 | 0.8846 | -0.0094 | 0.8846 | 0.9405 |
210
+ | No log | 15.1429 | 318 | 0.9704 | 0.0481 | 0.9704 | 0.9851 |
211
+ | No log | 15.2381 | 320 | 0.8432 | 0.0917 | 0.8432 | 0.9182 |
212
+ | No log | 15.3333 | 322 | 0.7391 | 0.1304 | 0.7391 | 0.8597 |
213
+ | No log | 15.4286 | 324 | 0.6997 | 0.0869 | 0.6997 | 0.8365 |
214
+ | No log | 15.5238 | 326 | 0.6901 | 0.0414 | 0.6901 | 0.8307 |
215
+ | No log | 15.6190 | 328 | 0.7091 | 0.1807 | 0.7091 | 0.8421 |
216
+ | No log | 15.7143 | 330 | 0.7868 | 0.0956 | 0.7868 | 0.8870 |
217
+ | No log | 15.8095 | 332 | 0.7614 | 0.1675 | 0.7614 | 0.8726 |
218
+ | No log | 15.9048 | 334 | 0.7685 | 0.1287 | 0.7685 | 0.8767 |
219
+ | No log | 16.0 | 336 | 0.8725 | 0.1001 | 0.8725 | 0.9341 |
220
+ | No log | 16.0952 | 338 | 0.8976 | 0.1003 | 0.8976 | 0.9474 |
221
+ | No log | 16.1905 | 340 | 0.7850 | 0.1244 | 0.7850 | 0.8860 |
222
+ | No log | 16.2857 | 342 | 0.9172 | 0.0951 | 0.9172 | 0.9577 |
223
+ | No log | 16.3810 | 344 | 0.9505 | 0.0556 | 0.9505 | 0.9749 |
224
+ | No log | 16.4762 | 346 | 0.7768 | 0.0909 | 0.7768 | 0.8813 |
225
+ | No log | 16.5714 | 348 | 0.6794 | 0.1828 | 0.6794 | 0.8242 |
226
+ | No log | 16.6667 | 350 | 0.6878 | 0.2258 | 0.6878 | 0.8293 |
227
+ | No log | 16.7619 | 352 | 0.7125 | 0.2258 | 0.7125 | 0.8441 |
228
+ | No log | 16.8571 | 354 | 0.7533 | 0.1096 | 0.7533 | 0.8680 |
229
+ | No log | 16.9524 | 356 | 0.7629 | 0.1196 | 0.7629 | 0.8734 |
230
+ | No log | 17.0476 | 358 | 0.7685 | 0.1249 | 0.7685 | 0.8766 |
231
+ | No log | 17.1429 | 360 | 0.7721 | 0.1249 | 0.7721 | 0.8787 |
232
+ | No log | 17.2381 | 362 | 0.7993 | 0.0175 | 0.7993 | 0.8940 |
233
+ | No log | 17.3333 | 364 | 0.8518 | 0.0755 | 0.8518 | 0.9229 |
234
+ | No log | 17.4286 | 366 | 0.7865 | 0.0600 | 0.7865 | 0.8868 |
235
+ | No log | 17.5238 | 368 | 0.7315 | 0.0732 | 0.7315 | 0.8553 |
236
+ | No log | 17.6190 | 370 | 0.7252 | 0.0732 | 0.7252 | 0.8516 |
237
+ | No log | 17.7143 | 372 | 0.7573 | 0.1146 | 0.7573 | 0.8702 |
238
+ | No log | 17.8095 | 374 | 0.7889 | 0.0562 | 0.7889 | 0.8882 |
239
+ | No log | 17.9048 | 376 | 0.8654 | 0.1026 | 0.8654 | 0.9303 |
240
+ | No log | 18.0 | 378 | 0.8354 | 0.0917 | 0.8354 | 0.9140 |
241
+ | No log | 18.0952 | 380 | 0.8134 | 0.2229 | 0.8134 | 0.9019 |
242
+ | No log | 18.1905 | 382 | 0.8083 | 0.0807 | 0.8083 | 0.8991 |
243
+ | No log | 18.2857 | 384 | 0.7869 | 0.1903 | 0.7869 | 0.8871 |
244
+ | No log | 18.3810 | 386 | 0.8459 | 0.1145 | 0.8459 | 0.9198 |
245
+ | No log | 18.4762 | 388 | 0.9633 | 0.1353 | 0.9633 | 0.9815 |
246
+ | No log | 18.5714 | 390 | 0.8999 | 0.0956 | 0.8999 | 0.9486 |
247
+ | No log | 18.6667 | 392 | 0.7557 | 0.1986 | 0.7557 | 0.8693 |
248
+ | No log | 18.7619 | 394 | 0.7564 | 0.1729 | 0.7564 | 0.8697 |
249
+ | No log | 18.8571 | 396 | 0.7945 | 0.0580 | 0.7945 | 0.8914 |
250
+ | No log | 18.9524 | 398 | 0.7609 | 0.1761 | 0.7609 | 0.8723 |
251
+ | No log | 19.0476 | 400 | 0.7742 | 0.1921 | 0.7742 | 0.8799 |
252
+ | No log | 19.1429 | 402 | 0.9589 | 0.1182 | 0.9589 | 0.9792 |
253
+ | No log | 19.2381 | 404 | 0.9990 | 0.1111 | 0.9990 | 0.9995 |
254
+ | No log | 19.3333 | 406 | 0.8984 | 0.1379 | 0.8984 | 0.9478 |
255
+ | No log | 19.4286 | 408 | 0.7873 | 0.1922 | 0.7873 | 0.8873 |
256
+ | No log | 19.5238 | 410 | 0.8128 | 0.1131 | 0.8128 | 0.9015 |
257
+ | No log | 19.6190 | 412 | 0.7862 | 0.1561 | 0.7862 | 0.8867 |
258
+ | No log | 19.7143 | 414 | 0.7866 | 0.1141 | 0.7866 | 0.8869 |
259
+ | No log | 19.8095 | 416 | 0.7937 | 0.1141 | 0.7937 | 0.8909 |
260
+ | No log | 19.9048 | 418 | 0.7964 | 0.1901 | 0.7964 | 0.8924 |
261
+ | No log | 20.0 | 420 | 0.7767 | 0.1529 | 0.7767 | 0.8813 |
262
+ | No log | 20.0952 | 422 | 0.7599 | 0.0783 | 0.7599 | 0.8717 |
263
+ | No log | 20.1905 | 424 | 0.7580 | 0.1196 | 0.7580 | 0.8706 |
264
+ | No log | 20.2857 | 426 | 0.8445 | 0.0799 | 0.8445 | 0.9189 |
265
+ | No log | 20.3810 | 428 | 0.9396 | 0.1354 | 0.9396 | 0.9693 |
266
+ | No log | 20.4762 | 430 | 0.8652 | 0.0762 | 0.8652 | 0.9302 |
267
+ | No log | 20.5714 | 432 | 0.7719 | 0.1675 | 0.7719 | 0.8786 |
268
+ | No log | 20.6667 | 434 | 0.8015 | 0.0838 | 0.8015 | 0.8952 |
269
+ | No log | 20.7619 | 436 | 0.8513 | 0.1323 | 0.8513 | 0.9227 |
270
+ | No log | 20.8571 | 438 | 0.7880 | 0.1132 | 0.7880 | 0.8877 |
271
+ | No log | 20.9524 | 440 | 0.7673 | 0.1986 | 0.7673 | 0.8760 |
272
+ | No log | 21.0476 | 442 | 0.8940 | 0.1027 | 0.8940 | 0.9455 |
273
+ | No log | 21.1429 | 444 | 0.9481 | 0.1882 | 0.9481 | 0.9737 |
274
+ | No log | 21.2381 | 446 | 0.9672 | 0.1882 | 0.9672 | 0.9835 |
275
+ | No log | 21.3333 | 448 | 0.8638 | 0.1935 | 0.8638 | 0.9294 |
276
+ | No log | 21.4286 | 450 | 0.7785 | 0.1415 | 0.7785 | 0.8823 |
277
+ | No log | 21.5238 | 452 | 0.7717 | 0.0804 | 0.7717 | 0.8785 |
278
+ | No log | 21.6190 | 454 | 0.7370 | 0.1244 | 0.7370 | 0.8585 |
279
+ | No log | 21.7143 | 456 | 0.7281 | 0.1901 | 0.7281 | 0.8533 |
280
+ | No log | 21.8095 | 458 | 0.7810 | 0.2288 | 0.7810 | 0.8837 |
281
+ | No log | 21.9048 | 460 | 0.7801 | 0.2288 | 0.7801 | 0.8832 |
282
+ | No log | 22.0 | 462 | 0.7328 | 0.2053 | 0.7328 | 0.8560 |
283
+ | No log | 22.0952 | 464 | 0.7350 | 0.2053 | 0.7350 | 0.8573 |
284
+ | No log | 22.1905 | 466 | 0.7940 | 0.2194 | 0.7940 | 0.8911 |
285
+ | No log | 22.2857 | 468 | 0.8725 | 0.0769 | 0.8725 | 0.9341 |
286
+ | No log | 22.3810 | 470 | 0.9603 | 0.0519 | 0.9603 | 0.9800 |
287
+ | No log | 22.4762 | 472 | 0.8925 | 0.0734 | 0.8925 | 0.9447 |
288
+ | No log | 22.5714 | 474 | 0.7949 | 0.1456 | 0.7949 | 0.8916 |
289
+ | No log | 22.6667 | 476 | 0.8750 | 0.1893 | 0.8750 | 0.9354 |
290
+ | No log | 22.7619 | 478 | 0.8410 | 0.1281 | 0.8410 | 0.9170 |
291
+ | No log | 22.8571 | 480 | 0.7539 | 0.1139 | 0.7539 | 0.8683 |
292
+ | No log | 22.9524 | 482 | 0.7717 | 0.1901 | 0.7717 | 0.8785 |
293
+ | No log | 23.0476 | 484 | 0.8981 | 0.0692 | 0.8981 | 0.9477 |
294
+ | No log | 23.1429 | 486 | 0.8883 | 0.0692 | 0.8883 | 0.9425 |
295
+ | No log | 23.2381 | 488 | 0.7763 | 0.1783 | 0.7763 | 0.8811 |
296
+ | No log | 23.3333 | 490 | 0.6953 | 0.1807 | 0.6953 | 0.8339 |
297
+ | No log | 23.4286 | 492 | 0.7256 | 0.1080 | 0.7256 | 0.8518 |
298
+ | No log | 23.5238 | 494 | 0.7316 | 0.1080 | 0.7316 | 0.8554 |
299
+ | No log | 23.6190 | 496 | 0.7045 | 0.0479 | 0.7045 | 0.8393 |
300
+ | No log | 23.7143 | 498 | 0.6838 | 0.1371 | 0.6838 | 0.8269 |
301
+ | 0.2266 | 23.8095 | 500 | 0.7542 | 0.2288 | 0.7542 | 0.8685 |
302
+ | 0.2266 | 23.9048 | 502 | 0.8900 | 0.0267 | 0.8900 | 0.9434 |
303
+ | 0.2266 | 24.0 | 504 | 0.9062 | 0.0241 | 0.9062 | 0.9520 |
304
+ | 0.2266 | 24.0952 | 506 | 0.7965 | 0.2288 | 0.7965 | 0.8925 |
305
+ | 0.2266 | 24.1905 | 508 | 0.7607 | 0.1901 | 0.7607 | 0.8722 |
306
+ | 0.2266 | 24.2857 | 510 | 0.7555 | 0.1518 | 0.7555 | 0.8692 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions