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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k12_task7_organization

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  1. README.md +294 -268
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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_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k11_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k11_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.0097
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- - Qwk: 0.2010
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- - Mse: 1.0097
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- - Rmse: 1.0049
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  ## Model description
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@@ -49,268 +49,294 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0769 | 2 | 2.5880 | -0.0262 | 2.5880 | 1.6087 |
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- | No log | 0.1538 | 4 | 1.3290 | 0.0511 | 1.3290 | 1.1528 |
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- | No log | 0.2308 | 6 | 1.0293 | -0.1255 | 1.0293 | 1.0145 |
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- | No log | 0.3077 | 8 | 0.9372 | 0.0 | 0.9372 | 0.9681 |
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- | No log | 0.3846 | 10 | 0.9429 | -0.0425 | 0.9429 | 0.9710 |
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- | No log | 0.4615 | 12 | 0.9954 | -0.0392 | 0.9954 | 0.9977 |
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- | No log | 0.5385 | 14 | 0.9280 | -0.0070 | 0.9280 | 0.9633 |
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- | No log | 0.6154 | 16 | 0.9033 | 0.1504 | 0.9033 | 0.9504 |
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- | No log | 0.6923 | 18 | 0.9861 | 0.1962 | 0.9861 | 0.9930 |
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- | No log | 0.7692 | 20 | 1.0962 | -0.0128 | 1.0962 | 1.0470 |
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- | No log | 0.8462 | 22 | 1.1395 | -0.0281 | 1.1395 | 1.0675 |
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- | No log | 0.9231 | 24 | 1.1856 | -0.2126 | 1.1856 | 1.0889 |
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- | No log | 1.0 | 26 | 1.0757 | -0.0472 | 1.0757 | 1.0372 |
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- | No log | 1.0769 | 28 | 1.0227 | 0.1217 | 1.0227 | 1.0113 |
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- | No log | 1.1538 | 30 | 1.0181 | 0.0982 | 1.0181 | 1.0090 |
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- | No log | 1.2308 | 32 | 0.9611 | 0.1542 | 0.9611 | 0.9804 |
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- | No log | 1.3077 | 34 | 0.9876 | 0.1918 | 0.9876 | 0.9938 |
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- | No log | 1.3846 | 36 | 1.0594 | -0.0634 | 1.0594 | 1.0293 |
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- | No log | 1.4615 | 38 | 1.0132 | -0.0479 | 1.0132 | 1.0066 |
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- | No log | 1.5385 | 40 | 0.9048 | 0.0966 | 0.9048 | 0.9512 |
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- | No log | 1.6154 | 42 | 0.8778 | 0.2171 | 0.8778 | 0.9369 |
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- | No log | 1.6923 | 44 | 0.8321 | 0.1972 | 0.8321 | 0.9122 |
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- | No log | 1.7692 | 46 | 0.7792 | 0.1407 | 0.7792 | 0.8827 |
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- | No log | 1.8462 | 48 | 0.7523 | 0.1508 | 0.7523 | 0.8673 |
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- | No log | 1.9231 | 50 | 0.7500 | 0.1236 | 0.7500 | 0.8661 |
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- | No log | 2.0 | 52 | 0.7803 | 0.0 | 0.7803 | 0.8833 |
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- | No log | 2.0769 | 54 | 0.8039 | 0.0 | 0.8039 | 0.8966 |
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- | No log | 2.1538 | 56 | 0.8265 | 0.0359 | 0.8265 | 0.9091 |
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- | No log | 2.2308 | 58 | 0.8628 | 0.1094 | 0.8628 | 0.9288 |
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- | No log | 2.3077 | 60 | 0.9631 | 0.1504 | 0.9631 | 0.9814 |
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- | No log | 2.3846 | 62 | 1.1027 | 0.0487 | 1.1027 | 1.0501 |
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- | No log | 2.4615 | 64 | 1.1507 | -0.0103 | 1.1507 | 1.0727 |
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- | No log | 2.5385 | 66 | 1.1129 | 0.1183 | 1.1129 | 1.0550 |
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- | No log | 2.6154 | 68 | 1.0895 | 0.0573 | 1.0895 | 1.0438 |
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- | No log | 2.6923 | 70 | 1.1576 | -0.1665 | 1.1576 | 1.0759 |
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- | No log | 2.7692 | 72 | 1.1794 | -0.0345 | 1.1794 | 1.0860 |
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- | No log | 2.8462 | 74 | 1.0468 | -0.0960 | 1.0468 | 1.0232 |
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- | No log | 2.9231 | 76 | 0.9014 | 0.1737 | 0.9014 | 0.9494 |
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- | No log | 3.0 | 78 | 0.8860 | 0.1313 | 0.8860 | 0.9413 |
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- | No log | 3.0769 | 80 | 0.9551 | 0.1268 | 0.9551 | 0.9773 |
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- | No log | 3.1538 | 82 | 1.0243 | 0.0933 | 1.0243 | 1.0121 |
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- | No log | 3.2308 | 84 | 1.0979 | -0.0197 | 1.0979 | 1.0478 |
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- | No log | 3.3077 | 86 | 1.1818 | 0.0236 | 1.1818 | 1.0871 |
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- | No log | 3.3846 | 88 | 1.1977 | 0.0563 | 1.1977 | 1.0944 |
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- | No log | 3.4615 | 90 | 1.1962 | -0.0160 | 1.1962 | 1.0937 |
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- | No log | 3.5385 | 92 | 1.1861 | -0.0358 | 1.1861 | 1.0891 |
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- | No log | 3.6154 | 94 | 1.1991 | 0.1348 | 1.1991 | 1.0950 |
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- | No log | 3.6923 | 96 | 1.1996 | 0.1384 | 1.1996 | 1.0952 |
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- | No log | 3.7692 | 98 | 1.1144 | 0.0205 | 1.1144 | 1.0556 |
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- | No log | 3.8462 | 100 | 1.0679 | 0.0880 | 1.0679 | 1.0334 |
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- | No log | 3.9231 | 102 | 1.0352 | 0.0839 | 1.0352 | 1.0174 |
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- | No log | 4.0 | 104 | 1.0267 | 0.0134 | 1.0267 | 1.0133 |
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- | No log | 4.0769 | 106 | 1.0912 | 0.1781 | 1.0912 | 1.0446 |
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- | No log | 4.1538 | 108 | 1.0991 | 0.1113 | 1.0991 | 1.0484 |
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- | No log | 4.2308 | 110 | 0.9769 | 0.0112 | 0.9769 | 0.9884 |
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- | No log | 4.3077 | 112 | 0.9873 | 0.1672 | 0.9873 | 0.9936 |
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- | No log | 4.3846 | 114 | 1.0436 | 0.1209 | 1.0436 | 1.0216 |
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- | No log | 4.4615 | 116 | 1.0371 | 0.1201 | 1.0371 | 1.0184 |
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- | No log | 4.5385 | 118 | 0.8985 | 0.1733 | 0.8985 | 0.9479 |
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- | No log | 4.6154 | 120 | 0.8914 | 0.1835 | 0.8914 | 0.9441 |
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- | No log | 4.6923 | 122 | 1.0718 | 0.1550 | 1.0718 | 1.0353 |
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- | No log | 4.7692 | 124 | 1.1169 | 0.1058 | 1.1169 | 1.0568 |
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- | No log | 4.8462 | 126 | 1.0090 | 0.1065 | 1.0090 | 1.0045 |
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- | No log | 4.9231 | 128 | 0.9941 | 0.1091 | 0.9941 | 0.9971 |
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- | No log | 5.0 | 130 | 1.1078 | 0.1814 | 1.1078 | 1.0525 |
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- | No log | 5.0769 | 132 | 1.0847 | 0.0753 | 1.0847 | 1.0415 |
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- | No log | 5.1538 | 134 | 1.0654 | 0.0682 | 1.0654 | 1.0322 |
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- | No log | 5.2308 | 136 | 1.1579 | 0.0904 | 1.1579 | 1.0761 |
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- | No log | 5.3077 | 138 | 1.1153 | 0.0784 | 1.1153 | 1.0561 |
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- | No log | 5.3846 | 140 | 1.0326 | 0.0379 | 1.0326 | 1.0162 |
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- | No log | 5.4615 | 142 | 1.0182 | 0.1500 | 1.0182 | 1.0090 |
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- | No log | 5.5385 | 144 | 1.0498 | 0.1528 | 1.0498 | 1.0246 |
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- | No log | 5.6154 | 146 | 0.9958 | 0.0748 | 0.9958 | 0.9979 |
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- | No log | 5.6923 | 148 | 1.0215 | 0.0031 | 1.0215 | 1.0107 |
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- | No log | 5.7692 | 150 | 1.0553 | 0.0600 | 1.0553 | 1.0273 |
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- | No log | 5.8462 | 152 | 1.0690 | 0.0934 | 1.0690 | 1.0339 |
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- | No log | 5.9231 | 154 | 1.0580 | 0.0934 | 1.0580 | 1.0286 |
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- | No log | 6.0 | 156 | 0.9976 | 0.0442 | 0.9976 | 0.9988 |
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- | No log | 6.0769 | 158 | 1.0277 | 0.0934 | 1.0277 | 1.0137 |
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- | No log | 6.1538 | 160 | 1.0270 | 0.1205 | 1.0270 | 1.0134 |
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- | No log | 6.2308 | 162 | 1.1108 | 0.1770 | 1.1108 | 1.0540 |
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- | No log | 6.3077 | 164 | 1.2049 | 0.0981 | 1.2049 | 1.0977 |
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- | No log | 6.3846 | 166 | 1.1724 | 0.0421 | 1.1724 | 1.0828 |
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- | No log | 6.4615 | 168 | 1.1042 | 0.1267 | 1.1042 | 1.0508 |
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- | No log | 6.5385 | 170 | 1.0496 | 0.0787 | 1.0496 | 1.0245 |
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- | No log | 6.6154 | 172 | 1.0370 | 0.1033 | 1.0370 | 1.0183 |
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- | No log | 6.6923 | 174 | 1.0327 | 0.0696 | 1.0327 | 1.0162 |
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- | No log | 6.7692 | 176 | 1.0037 | 0.0724 | 1.0037 | 1.0018 |
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- | No log | 6.8462 | 178 | 0.9832 | 0.0696 | 0.9832 | 0.9916 |
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- | No log | 6.9231 | 180 | 0.9401 | 0.0839 | 0.9401 | 0.9696 |
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- | No log | 7.0 | 182 | 0.9211 | 0.1216 | 0.9211 | 0.9598 |
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- | No log | 7.0769 | 184 | 0.9510 | 0.1031 | 0.9510 | 0.9752 |
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- | No log | 7.1538 | 186 | 0.9791 | 0.1031 | 0.9791 | 0.9895 |
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- | No log | 7.2308 | 188 | 1.0083 | 0.0968 | 1.0083 | 1.0042 |
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- | No log | 7.3077 | 190 | 1.0939 | 0.1859 | 1.0939 | 1.0459 |
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- | No log | 7.3846 | 192 | 1.0788 | 0.1615 | 1.0788 | 1.0387 |
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- | No log | 7.4615 | 194 | 1.0122 | 0.2026 | 1.0122 | 1.0061 |
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- | No log | 7.5385 | 196 | 1.0159 | 0.2274 | 1.0159 | 1.0079 |
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- | No log | 7.6154 | 198 | 1.0565 | 0.2274 | 1.0565 | 1.0279 |
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- | No log | 7.6923 | 200 | 1.1899 | 0.1310 | 1.1899 | 1.0908 |
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- | No log | 7.7692 | 202 | 1.2607 | 0.1462 | 1.2606 | 1.1228 |
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- | No log | 7.8462 | 204 | 1.2599 | 0.1587 | 1.2599 | 1.1225 |
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- | No log | 7.9231 | 206 | 1.2324 | 0.1230 | 1.2324 | 1.1101 |
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- | No log | 8.0 | 208 | 1.1566 | 0.0816 | 1.1566 | 1.0755 |
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- | No log | 8.0769 | 210 | 1.2020 | 0.1370 | 1.2020 | 1.0963 |
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- | No log | 8.1538 | 212 | 1.2181 | 0.1143 | 1.2181 | 1.1037 |
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- | No log | 8.2308 | 214 | 1.0737 | 0.2285 | 1.0737 | 1.0362 |
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- | No log | 8.3077 | 216 | 0.9272 | 0.2857 | 0.9272 | 0.9629 |
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- | No log | 8.3846 | 218 | 0.9017 | 0.3023 | 0.9017 | 0.9496 |
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- | No log | 8.4615 | 220 | 0.9177 | 0.3131 | 0.9177 | 0.9580 |
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- | No log | 8.5385 | 222 | 0.9841 | 0.2781 | 0.9841 | 0.9920 |
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- | No log | 8.6154 | 224 | 1.0694 | 0.2220 | 1.0694 | 1.0341 |
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- | No log | 8.6923 | 226 | 1.0335 | 0.2364 | 1.0335 | 1.0166 |
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- | No log | 8.7692 | 228 | 1.0381 | 0.1859 | 1.0381 | 1.0189 |
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- | No log | 8.8462 | 230 | 1.0463 | 0.2310 | 1.0463 | 1.0229 |
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- | No log | 8.9231 | 232 | 1.0518 | 0.2014 | 1.0518 | 1.0256 |
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- | No log | 9.0 | 234 | 0.9950 | 0.2055 | 0.9950 | 0.9975 |
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- | No log | 9.0769 | 236 | 0.9331 | 0.2348 | 0.9331 | 0.9660 |
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- | No log | 9.1538 | 238 | 0.9629 | 0.2210 | 0.9629 | 0.9813 |
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- | No log | 9.2308 | 240 | 1.0380 | 0.2097 | 1.0380 | 1.0188 |
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- | No log | 9.3077 | 242 | 1.0647 | 0.1935 | 1.0647 | 1.0319 |
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- | No log | 9.3846 | 244 | 0.9556 | 0.2633 | 0.9556 | 0.9776 |
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- | No log | 9.4615 | 246 | 0.8847 | 0.2270 | 0.8847 | 0.9406 |
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- | No log | 9.5385 | 248 | 0.8577 | 0.2078 | 0.8577 | 0.9261 |
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- | No log | 9.6154 | 250 | 0.8874 | 0.2270 | 0.8874 | 0.9420 |
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- | No log | 9.6923 | 252 | 1.0843 | 0.1860 | 1.0843 | 1.0413 |
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- | No log | 9.7692 | 254 | 1.2236 | 0.1117 | 1.2236 | 1.1062 |
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- | No log | 9.8462 | 256 | 1.0847 | 0.1434 | 1.0847 | 1.0415 |
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- | No log | 9.9231 | 258 | 0.9375 | 0.2749 | 0.9375 | 0.9682 |
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- | No log | 10.0 | 260 | 0.9235 | 0.3133 | 0.9235 | 0.9610 |
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- | No log | 10.0769 | 262 | 0.9330 | 0.2633 | 0.9330 | 0.9659 |
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- | No log | 10.1538 | 264 | 0.9932 | 0.1360 | 0.9932 | 0.9966 |
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- | No log | 10.2308 | 266 | 1.1015 | 0.1340 | 1.1015 | 1.0495 |
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- | No log | 10.3077 | 268 | 1.0769 | 0.1814 | 1.0769 | 1.0377 |
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- | No log | 10.3846 | 270 | 0.9423 | 0.2212 | 0.9423 | 0.9707 |
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- | No log | 10.4615 | 272 | 0.9350 | 0.2212 | 0.9350 | 0.9670 |
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- | No log | 10.5385 | 274 | 0.9736 | 0.2134 | 0.9736 | 0.9867 |
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- | No log | 10.6154 | 276 | 1.0312 | 0.2014 | 1.0312 | 1.0155 |
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- | No log | 10.6923 | 278 | 1.1068 | 0.1814 | 1.1068 | 1.0520 |
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- | No log | 10.7692 | 280 | 1.0791 | 0.1297 | 1.0791 | 1.0388 |
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- | No log | 10.8462 | 282 | 1.0086 | 0.1242 | 1.0086 | 1.0043 |
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- | No log | 10.9231 | 284 | 1.0696 | 0.1472 | 1.0696 | 1.0342 |
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- | No log | 11.0 | 286 | 1.2291 | 0.1224 | 1.2291 | 1.1087 |
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- | No log | 11.0769 | 288 | 1.1945 | 0.1281 | 1.1945 | 1.0929 |
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- | No log | 11.1538 | 290 | 1.0409 | 0.1826 | 1.0409 | 1.0203 |
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- | No log | 11.2308 | 292 | 0.9113 | 0.1592 | 0.9113 | 0.9546 |
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- | No log | 11.3077 | 294 | 0.8814 | 0.1253 | 0.8814 | 0.9388 |
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- | No log | 11.3846 | 296 | 0.9480 | 0.2359 | 0.9480 | 0.9736 |
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- | No log | 11.4615 | 298 | 1.1029 | 0.2260 | 1.1029 | 1.0502 |
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- | No log | 11.5385 | 300 | 1.1366 | 0.1789 | 1.1366 | 1.0661 |
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- | No log | 11.6154 | 302 | 1.0830 | 0.1578 | 1.0830 | 1.0407 |
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- | No log | 11.6923 | 304 | 1.1003 | 0.12 | 1.1003 | 1.0490 |
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- | No log | 11.7692 | 306 | 1.0554 | 0.1643 | 1.0554 | 1.0273 |
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- | No log | 11.8462 | 308 | 1.0458 | 0.1521 | 1.0458 | 1.0226 |
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- | No log | 11.9231 | 310 | 0.9745 | 0.2173 | 0.9745 | 0.9871 |
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- | No log | 12.0 | 312 | 1.0050 | 0.1541 | 1.0050 | 1.0025 |
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- | No log | 12.0769 | 314 | 1.0273 | 0.2166 | 1.0273 | 1.0135 |
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- | No log | 12.1538 | 316 | 1.0605 | 0.1697 | 1.0605 | 1.0298 |
210
- | No log | 12.2308 | 318 | 1.0040 | 0.2274 | 1.0040 | 1.0020 |
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- | No log | 12.3077 | 320 | 0.9469 | 0.3060 | 0.9469 | 0.9731 |
212
- | No log | 12.3846 | 322 | 0.9435 | 0.2808 | 0.9435 | 0.9714 |
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- | No log | 12.4615 | 324 | 0.9795 | 0.2443 | 0.9795 | 0.9897 |
214
- | No log | 12.5385 | 326 | 1.1435 | 0.1504 | 1.1435 | 1.0694 |
215
- | No log | 12.6154 | 328 | 1.2338 | 0.1351 | 1.2338 | 1.1108 |
216
- | No log | 12.6923 | 330 | 1.1411 | 0.1233 | 1.1411 | 1.0682 |
217
- | No log | 12.7692 | 332 | 1.0558 | 0.1107 | 1.0558 | 1.0275 |
218
- | No log | 12.8462 | 334 | 1.1041 | 0.1112 | 1.1041 | 1.0507 |
219
- | No log | 12.9231 | 336 | 1.1019 | 0.1281 | 1.1019 | 1.0497 |
220
- | No log | 13.0 | 338 | 1.1769 | 0.0954 | 1.1769 | 1.0848 |
221
- | No log | 13.0769 | 340 | 1.3153 | 0.1042 | 1.3153 | 1.1469 |
222
- | No log | 13.1538 | 342 | 1.3293 | 0.1544 | 1.3293 | 1.1529 |
223
- | No log | 13.2308 | 344 | 1.2305 | 0.0881 | 1.2305 | 1.1093 |
224
- | No log | 13.3077 | 346 | 1.0605 | 0.1898 | 1.0605 | 1.0298 |
225
- | No log | 13.3846 | 348 | 1.0336 | 0.1760 | 1.0336 | 1.0167 |
226
- | No log | 13.4615 | 350 | 1.0844 | 0.1643 | 1.0844 | 1.0413 |
227
- | No log | 13.5385 | 352 | 1.2253 | 0.1169 | 1.2253 | 1.1069 |
228
- | No log | 13.6154 | 354 | 1.2686 | 0.0861 | 1.2686 | 1.1263 |
229
- | No log | 13.6923 | 356 | 1.2865 | 0.0838 | 1.2865 | 1.1342 |
230
- | No log | 13.7692 | 358 | 1.1673 | 0.0909 | 1.1673 | 1.0804 |
231
- | No log | 13.8462 | 360 | 1.0572 | 0.1503 | 1.0572 | 1.0282 |
232
- | No log | 13.9231 | 362 | 1.0106 | 0.1992 | 1.0106 | 1.0053 |
233
- | No log | 14.0 | 364 | 1.0273 | 0.1720 | 1.0273 | 1.0136 |
234
- | No log | 14.0769 | 366 | 1.1960 | 0.1252 | 1.1960 | 1.0936 |
235
- | No log | 14.1538 | 368 | 1.4702 | 0.1867 | 1.4702 | 1.2125 |
236
- | No log | 14.2308 | 370 | 1.5247 | 0.0789 | 1.5247 | 1.2348 |
237
- | No log | 14.3077 | 372 | 1.4049 | 0.1075 | 1.4049 | 1.1853 |
238
- | No log | 14.3846 | 374 | 1.2305 | 0.1655 | 1.2305 | 1.1093 |
239
- | No log | 14.4615 | 376 | 1.0369 | 0.2354 | 1.0369 | 1.0183 |
240
- | No log | 14.5385 | 378 | 0.9408 | 0.2389 | 0.9408 | 0.9700 |
241
- | No log | 14.6154 | 380 | 0.9340 | 0.2109 | 0.9340 | 0.9665 |
242
- | No log | 14.6923 | 382 | 0.9929 | 0.1771 | 0.9929 | 0.9964 |
243
- | No log | 14.7692 | 384 | 1.1476 | 0.1835 | 1.1476 | 1.0713 |
244
- | No log | 14.8462 | 386 | 1.2618 | 0.1299 | 1.2618 | 1.1233 |
245
- | No log | 14.9231 | 388 | 1.2086 | 0.1383 | 1.2086 | 1.0993 |
246
- | No log | 15.0 | 390 | 1.1131 | 0.1860 | 1.1131 | 1.0550 |
247
- | No log | 15.0769 | 392 | 1.0517 | 0.2442 | 1.0517 | 1.0255 |
248
- | No log | 15.1538 | 394 | 1.0799 | 0.2444 | 1.0799 | 1.0392 |
249
- | No log | 15.2308 | 396 | 1.0567 | 0.2329 | 1.0567 | 1.0280 |
250
- | No log | 15.3077 | 398 | 1.0605 | 0.2658 | 1.0605 | 1.0298 |
251
- | No log | 15.3846 | 400 | 1.0252 | 0.2533 | 1.0252 | 1.0125 |
252
- | No log | 15.4615 | 402 | 1.0748 | 0.2444 | 1.0748 | 1.0367 |
253
- | No log | 15.5385 | 404 | 1.1733 | 0.1745 | 1.1733 | 1.0832 |
254
- | No log | 15.6154 | 406 | 1.1405 | 0.2028 | 1.1405 | 1.0679 |
255
- | No log | 15.6923 | 408 | 1.0389 | 0.2444 | 1.0389 | 1.0193 |
256
- | No log | 15.7692 | 410 | 0.9540 | 0.3409 | 0.9540 | 0.9767 |
257
- | No log | 15.8462 | 412 | 0.9785 | 0.3456 | 0.9785 | 0.9892 |
258
- | No log | 15.9231 | 414 | 1.1188 | 0.1711 | 1.1188 | 1.0577 |
259
- | No log | 16.0 | 416 | 1.3100 | 0.1019 | 1.3100 | 1.1445 |
260
- | No log | 16.0769 | 418 | 1.2947 | 0.1272 | 1.2947 | 1.1378 |
261
- | No log | 16.1538 | 420 | 1.1372 | 0.1720 | 1.1372 | 1.0664 |
262
- | No log | 16.2308 | 422 | 1.0445 | 0.2958 | 1.0445 | 1.0220 |
263
- | No log | 16.3077 | 424 | 0.9654 | 0.2917 | 0.9654 | 0.9826 |
264
- | No log | 16.3846 | 426 | 0.9621 | 0.2917 | 0.9621 | 0.9809 |
265
- | No log | 16.4615 | 428 | 0.9968 | 0.3100 | 0.9968 | 0.9984 |
266
- | No log | 16.5385 | 430 | 1.0840 | 0.3022 | 1.0840 | 1.0411 |
267
- | No log | 16.6154 | 432 | 1.0851 | 0.2853 | 1.0851 | 1.0417 |
268
- | No log | 16.6923 | 434 | 1.0579 | 0.2329 | 1.0579 | 1.0286 |
269
- | No log | 16.7692 | 436 | 1.0208 | 0.2374 | 1.0208 | 1.0104 |
270
- | No log | 16.8462 | 438 | 1.0663 | 0.2627 | 1.0663 | 1.0326 |
271
- | No log | 16.9231 | 440 | 1.1630 | 0.1789 | 1.1630 | 1.0784 |
272
- | No log | 17.0 | 442 | 1.1734 | 0.1569 | 1.1734 | 1.0832 |
273
- | No log | 17.0769 | 444 | 1.0889 | 0.2070 | 1.0889 | 1.0435 |
274
- | No log | 17.1538 | 446 | 1.0287 | 0.2917 | 1.0287 | 1.0142 |
275
- | No log | 17.2308 | 448 | 1.0631 | 0.2807 | 1.0631 | 1.0311 |
276
- | No log | 17.3077 | 450 | 1.1701 | 0.1645 | 1.1701 | 1.0817 |
277
- | No log | 17.3846 | 452 | 1.2903 | 0.0810 | 1.2903 | 1.1359 |
278
- | No log | 17.4615 | 454 | 1.2838 | 0.1067 | 1.2838 | 1.1331 |
279
- | No log | 17.5385 | 456 | 1.1800 | 0.2080 | 1.1800 | 1.0863 |
280
- | No log | 17.6154 | 458 | 1.1129 | 0.2260 | 1.1129 | 1.0549 |
281
- | No log | 17.6923 | 460 | 1.0943 | 0.2303 | 1.0943 | 1.0461 |
282
- | No log | 17.7692 | 462 | 1.0818 | 0.1988 | 1.0818 | 1.0401 |
283
- | No log | 17.8462 | 464 | 1.1121 | 0.1716 | 1.1121 | 1.0546 |
284
- | No log | 17.9231 | 466 | 1.1349 | 0.1716 | 1.1349 | 1.0653 |
285
- | No log | 18.0 | 468 | 1.0707 | 0.1819 | 1.0707 | 1.0347 |
286
- | No log | 18.0769 | 470 | 0.9646 | 0.2375 | 0.9646 | 0.9821 |
287
- | No log | 18.1538 | 472 | 0.9053 | 0.2342 | 0.9053 | 0.9515 |
288
- | No log | 18.2308 | 474 | 0.8909 | 0.2605 | 0.8909 | 0.9439 |
289
- | No log | 18.3077 | 476 | 0.9064 | 0.3051 | 0.9064 | 0.9521 |
290
- | No log | 18.3846 | 478 | 0.9326 | 0.2348 | 0.9326 | 0.9657 |
291
- | No log | 18.4615 | 480 | 0.9321 | 0.2778 | 0.9321 | 0.9655 |
292
- | No log | 18.5385 | 482 | 0.9053 | 0.2551 | 0.9053 | 0.9515 |
293
- | No log | 18.6154 | 484 | 0.9325 | 0.2778 | 0.9325 | 0.9657 |
294
- | No log | 18.6923 | 486 | 1.0103 | 0.3068 | 1.0103 | 1.0051 |
295
- | No log | 18.7692 | 488 | 1.0640 | 0.2394 | 1.0640 | 1.0315 |
296
- | No log | 18.8462 | 490 | 1.0341 | 0.2727 | 1.0341 | 1.0169 |
297
- | No log | 18.9231 | 492 | 0.9847 | 0.2054 | 0.9847 | 0.9923 |
298
- | No log | 19.0 | 494 | 0.9631 | 0.1843 | 0.9631 | 0.9814 |
299
- | No log | 19.0769 | 496 | 1.0043 | 0.2301 | 1.0043 | 1.0022 |
300
- | No log | 19.1538 | 498 | 1.1057 | 0.2183 | 1.1057 | 1.0515 |
301
- | 0.3145 | 19.2308 | 500 | 1.1468 | 0.2028 | 1.1468 | 1.0709 |
302
- | 0.3145 | 19.3077 | 502 | 1.0784 | 0.2934 | 1.0784 | 1.0384 |
303
- | 0.3145 | 19.3846 | 504 | 0.9842 | 0.3069 | 0.9842 | 0.9921 |
304
- | 0.3145 | 19.4615 | 506 | 0.9177 | 0.2995 | 0.9177 | 0.9580 |
305
- | 0.3145 | 19.5385 | 508 | 0.9067 | 0.2335 | 0.9067 | 0.9522 |
306
- | 0.3145 | 19.6154 | 510 | 0.9288 | 0.2523 | 0.9288 | 0.9638 |
307
- | 0.3145 | 19.6923 | 512 | 0.9852 | 0.2590 | 0.9852 | 0.9926 |
308
- | 0.3145 | 19.7692 | 514 | 1.0303 | 0.2807 | 1.0303 | 1.0151 |
309
- | 0.3145 | 19.8462 | 516 | 1.0799 | 0.1743 | 1.0799 | 1.0392 |
310
- | 0.3145 | 19.9231 | 518 | 1.1502 | 0.1340 | 1.1502 | 1.0725 |
311
- | 0.3145 | 20.0 | 520 | 1.1570 | 0.1340 | 1.1570 | 1.0757 |
312
- | 0.3145 | 20.0769 | 522 | 1.0532 | 0.1259 | 1.0532 | 1.0262 |
313
- | 0.3145 | 20.1538 | 524 | 1.0097 | 0.2010 | 1.0097 | 1.0049 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
314
 
315
 
316
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k12_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k12_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.1123
19
+ - Qwk: 0.2282
20
+ - Mse: 1.1123
21
+ - Rmse: 1.0547
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0690 | 2 | 2.5453 | -0.0702 | 2.5453 | 1.5954 |
53
+ | No log | 0.1379 | 4 | 1.4224 | 0.0698 | 1.4224 | 1.1926 |
54
+ | No log | 0.2069 | 6 | 1.3452 | -0.2040 | 1.3452 | 1.1598 |
55
+ | No log | 0.2759 | 8 | 1.0964 | -0.1887 | 1.0964 | 1.0471 |
56
+ | No log | 0.3448 | 10 | 0.9759 | -0.0475 | 0.9759 | 0.9879 |
57
+ | No log | 0.4138 | 12 | 0.8375 | 0.0410 | 0.8375 | 0.9152 |
58
+ | No log | 0.4828 | 14 | 0.7690 | 0.0410 | 0.7690 | 0.8769 |
59
+ | No log | 0.5517 | 16 | 0.7869 | 0.0410 | 0.7869 | 0.8871 |
60
+ | No log | 0.6207 | 18 | 0.8093 | 0.0410 | 0.8093 | 0.8996 |
61
+ | No log | 0.6897 | 20 | 0.7982 | 0.0444 | 0.7982 | 0.8934 |
62
+ | No log | 0.7586 | 22 | 0.7896 | 0.0410 | 0.7896 | 0.8886 |
63
+ | No log | 0.8276 | 24 | 0.9492 | 0.0520 | 0.9492 | 0.9743 |
64
+ | No log | 0.8966 | 26 | 1.4011 | -0.1847 | 1.4011 | 1.1837 |
65
+ | No log | 0.9655 | 28 | 1.4887 | -0.3187 | 1.4887 | 1.2201 |
66
+ | No log | 1.0345 | 30 | 1.3264 | -0.2966 | 1.3264 | 1.1517 |
67
+ | No log | 1.1034 | 32 | 1.1235 | -0.1224 | 1.1235 | 1.0599 |
68
+ | No log | 1.1724 | 34 | 0.9535 | -0.0444 | 0.9535 | 0.9765 |
69
+ | No log | 1.2414 | 36 | 0.8409 | 0.0 | 0.8409 | 0.9170 |
70
+ | No log | 1.3103 | 38 | 0.7680 | 0.0 | 0.7680 | 0.8764 |
71
+ | No log | 1.3793 | 40 | 0.7320 | 0.0840 | 0.7320 | 0.8556 |
72
+ | No log | 1.4483 | 42 | 0.7030 | 0.2046 | 0.7030 | 0.8384 |
73
+ | No log | 1.5172 | 44 | 0.7116 | 0.2206 | 0.7116 | 0.8436 |
74
+ | No log | 1.5862 | 46 | 0.8470 | 0.2574 | 0.8470 | 0.9203 |
75
+ | No log | 1.6552 | 48 | 0.9467 | 0.2651 | 0.9467 | 0.9730 |
76
+ | No log | 1.7241 | 50 | 0.9298 | 0.2995 | 0.9298 | 0.9643 |
77
+ | No log | 1.7931 | 52 | 0.7766 | 0.4307 | 0.7766 | 0.8812 |
78
+ | No log | 1.8621 | 54 | 0.6628 | 0.2374 | 0.6628 | 0.8142 |
79
+ | No log | 1.9310 | 56 | 0.7288 | 0.2073 | 0.7288 | 0.8537 |
80
+ | No log | 2.0 | 58 | 0.7525 | 0.2703 | 0.7525 | 0.8675 |
81
+ | No log | 2.0690 | 60 | 0.7495 | 0.2736 | 0.7495 | 0.8657 |
82
+ | No log | 2.1379 | 62 | 0.8000 | 0.3270 | 0.8000 | 0.8944 |
83
+ | No log | 2.2069 | 64 | 0.7066 | 0.1673 | 0.7066 | 0.8406 |
84
+ | No log | 2.2759 | 66 | 0.6684 | 0.1440 | 0.6684 | 0.8176 |
85
+ | No log | 2.3448 | 68 | 0.6724 | 0.2847 | 0.6724 | 0.8200 |
86
+ | No log | 2.4138 | 70 | 0.7599 | 0.3425 | 0.7599 | 0.8717 |
87
+ | No log | 2.4828 | 72 | 0.6984 | 0.3099 | 0.6984 | 0.8357 |
88
+ | No log | 2.5517 | 74 | 0.6763 | 0.3020 | 0.6763 | 0.8223 |
89
+ | No log | 2.6207 | 76 | 0.8037 | 0.3042 | 0.8037 | 0.8965 |
90
+ | No log | 2.6897 | 78 | 0.9913 | 0.2857 | 0.9913 | 0.9957 |
91
+ | No log | 2.7586 | 80 | 1.0309 | 0.2756 | 1.0309 | 1.0153 |
92
+ | No log | 2.8276 | 82 | 1.0378 | 0.2756 | 1.0378 | 1.0187 |
93
+ | No log | 2.8966 | 84 | 1.3013 | 0.0770 | 1.3013 | 1.1408 |
94
+ | No log | 2.9655 | 86 | 1.2751 | 0.0072 | 1.2751 | 1.1292 |
95
+ | No log | 3.0345 | 88 | 1.0300 | 0.1528 | 1.0300 | 1.0149 |
96
+ | No log | 3.1034 | 90 | 0.8254 | 0.2492 | 0.8254 | 0.9085 |
97
+ | No log | 3.1724 | 92 | 0.8447 | 0.2364 | 0.8447 | 0.9191 |
98
+ | No log | 3.2414 | 94 | 1.0338 | 0.2192 | 1.0338 | 1.0168 |
99
+ | No log | 3.3103 | 96 | 1.1057 | 0.2363 | 1.1057 | 1.0515 |
100
+ | No log | 3.3793 | 98 | 1.2128 | 0.2815 | 1.2128 | 1.1013 |
101
+ | No log | 3.4483 | 100 | 1.2848 | 0.2638 | 1.2848 | 1.1335 |
102
+ | No log | 3.5172 | 102 | 1.2701 | 0.2552 | 1.2701 | 1.1270 |
103
+ | No log | 3.5862 | 104 | 1.1458 | 0.1618 | 1.1458 | 1.0704 |
104
+ | No log | 3.6552 | 106 | 1.1997 | 0.1320 | 1.1997 | 1.0953 |
105
+ | No log | 3.7241 | 108 | 1.2963 | 0.1638 | 1.2963 | 1.1386 |
106
+ | No log | 3.7931 | 110 | 1.4326 | 0.1313 | 1.4326 | 1.1969 |
107
+ | No log | 3.8621 | 112 | 1.3054 | 0.1222 | 1.3054 | 1.1426 |
108
+ | No log | 3.9310 | 114 | 1.2440 | 0.1740 | 1.2440 | 1.1153 |
109
+ | No log | 4.0 | 116 | 1.1805 | 0.2707 | 1.1805 | 1.0865 |
110
+ | No log | 4.0690 | 118 | 1.1308 | 0.2707 | 1.1308 | 1.0634 |
111
+ | No log | 4.1379 | 120 | 1.0854 | 0.2964 | 1.0854 | 1.0418 |
112
+ | No log | 4.2069 | 122 | 1.1987 | 0.2580 | 1.1987 | 1.0948 |
113
+ | No log | 4.2759 | 124 | 1.1554 | 0.2358 | 1.1554 | 1.0749 |
114
+ | No log | 4.3448 | 126 | 1.0050 | 0.2487 | 1.0050 | 1.0025 |
115
+ | No log | 4.4138 | 128 | 0.9770 | 0.2336 | 0.9770 | 0.9885 |
116
+ | No log | 4.4828 | 130 | 1.0938 | 0.2659 | 1.0938 | 1.0459 |
117
+ | No log | 4.5517 | 132 | 1.0999 | 0.2707 | 1.0999 | 1.0487 |
118
+ | No log | 4.6207 | 134 | 1.1431 | 0.2567 | 1.1431 | 1.0691 |
119
+ | No log | 4.6897 | 136 | 1.1143 | 0.2876 | 1.1143 | 1.0556 |
120
+ | No log | 4.7586 | 138 | 1.1411 | 0.2876 | 1.1411 | 1.0682 |
121
+ | No log | 4.8276 | 140 | 1.0561 | 0.2910 | 1.0561 | 1.0277 |
122
+ | No log | 4.8966 | 142 | 1.1131 | 0.2687 | 1.1131 | 1.0550 |
123
+ | No log | 4.9655 | 144 | 1.2438 | 0.2142 | 1.2438 | 1.1153 |
124
+ | No log | 5.0345 | 146 | 1.0958 | 0.2590 | 1.0958 | 1.0468 |
125
+ | No log | 5.1034 | 148 | 0.9215 | 0.2492 | 0.9215 | 0.9599 |
126
+ | No log | 5.1724 | 150 | 0.9948 | 0.2977 | 0.9948 | 0.9974 |
127
+ | No log | 5.2414 | 152 | 1.1905 | 0.2168 | 1.1905 | 1.0911 |
128
+ | No log | 5.3103 | 154 | 1.3375 | 0.1670 | 1.3375 | 1.1565 |
129
+ | No log | 5.3793 | 156 | 1.2240 | 0.2358 | 1.2240 | 1.1063 |
130
+ | No log | 5.4483 | 158 | 1.0228 | 0.2977 | 1.0228 | 1.0113 |
131
+ | No log | 5.5172 | 160 | 0.8734 | 0.2662 | 0.8734 | 0.9346 |
132
+ | No log | 5.5862 | 162 | 0.8567 | 0.3032 | 0.8567 | 0.9256 |
133
+ | No log | 5.6552 | 164 | 0.9426 | 0.2781 | 0.9426 | 0.9709 |
134
+ | No log | 5.7241 | 166 | 1.0423 | 0.3137 | 1.0423 | 1.0209 |
135
+ | No log | 5.7931 | 168 | 0.9723 | 0.2781 | 0.9723 | 0.9861 |
136
+ | No log | 5.8621 | 170 | 0.9571 | 0.2781 | 0.9571 | 0.9783 |
137
+ | No log | 5.9310 | 172 | 0.9413 | 0.2836 | 0.9413 | 0.9702 |
138
+ | No log | 6.0 | 174 | 1.0835 | 0.2977 | 1.0835 | 1.0409 |
139
+ | No log | 6.0690 | 176 | 1.3014 | 0.1896 | 1.3014 | 1.1408 |
140
+ | No log | 6.1379 | 178 | 1.3541 | 0.1473 | 1.3541 | 1.1636 |
141
+ | No log | 6.2069 | 180 | 1.2290 | 0.1873 | 1.2290 | 1.1086 |
142
+ | No log | 6.2759 | 182 | 1.0542 | 0.1814 | 1.0542 | 1.0268 |
143
+ | No log | 6.3448 | 184 | 0.9741 | 0.2751 | 0.9741 | 0.9870 |
144
+ | No log | 6.4138 | 186 | 0.9736 | 0.2467 | 0.9736 | 0.9867 |
145
+ | No log | 6.4828 | 188 | 1.1044 | 0.0692 | 1.1044 | 1.0509 |
146
+ | No log | 6.5517 | 190 | 1.1811 | 0.1492 | 1.1811 | 1.0868 |
147
+ | No log | 6.6207 | 192 | 1.2348 | 0.0424 | 1.2348 | 1.1112 |
148
+ | No log | 6.6897 | 194 | 1.1672 | 0.1457 | 1.1672 | 1.0803 |
149
+ | No log | 6.7586 | 196 | 1.0594 | 0.1747 | 1.0594 | 1.0293 |
150
+ | No log | 6.8276 | 198 | 1.0449 | 0.1775 | 1.0449 | 1.0222 |
151
+ | No log | 6.8966 | 200 | 1.0514 | 0.1897 | 1.0514 | 1.0254 |
152
+ | No log | 6.9655 | 202 | 1.1900 | 0.1908 | 1.1900 | 1.0909 |
153
+ | No log | 7.0345 | 204 | 1.3164 | 0.1605 | 1.3164 | 1.1473 |
154
+ | No log | 7.1034 | 206 | 1.3235 | 0.1479 | 1.3235 | 1.1504 |
155
+ | No log | 7.1724 | 208 | 1.2338 | 0.2518 | 1.2338 | 1.1108 |
156
+ | No log | 7.2414 | 210 | 1.0942 | 0.3264 | 1.0942 | 1.0460 |
157
+ | No log | 7.3103 | 212 | 1.0570 | 0.3359 | 1.0570 | 1.0281 |
158
+ | No log | 7.3793 | 214 | 1.0527 | 0.2316 | 1.0527 | 1.0260 |
159
+ | No log | 7.4483 | 216 | 1.0572 | 0.2833 | 1.0572 | 1.0282 |
160
+ | No log | 7.5172 | 218 | 1.0296 | 0.3892 | 1.0296 | 1.0147 |
161
+ | No log | 7.5862 | 220 | 0.9556 | 0.3347 | 0.9556 | 0.9776 |
162
+ | No log | 7.6552 | 222 | 1.0129 | 0.3517 | 1.0129 | 1.0065 |
163
+ | No log | 7.7241 | 224 | 1.2213 | 0.2579 | 1.2213 | 1.1051 |
164
+ | No log | 7.7931 | 226 | 1.2493 | 0.2243 | 1.2493 | 1.1177 |
165
+ | No log | 7.8621 | 228 | 1.1671 | 0.3264 | 1.1671 | 1.0803 |
166
+ | No log | 7.9310 | 230 | 1.1199 | 0.3193 | 1.1199 | 1.0582 |
167
+ | No log | 8.0 | 232 | 1.0080 | 0.2964 | 1.0080 | 1.0040 |
168
+ | No log | 8.0690 | 234 | 1.0667 | 0.2577 | 1.0667 | 1.0328 |
169
+ | No log | 8.1379 | 236 | 1.3783 | 0.1701 | 1.3783 | 1.1740 |
170
+ | No log | 8.2069 | 238 | 1.9061 | 0.1123 | 1.9061 | 1.3806 |
171
+ | No log | 8.2759 | 240 | 1.8737 | 0.0986 | 1.8737 | 1.3688 |
172
+ | No log | 8.3448 | 242 | 1.5625 | 0.0881 | 1.5625 | 1.2500 |
173
+ | No log | 8.4138 | 244 | 1.2192 | 0.2579 | 1.2192 | 1.1042 |
174
+ | No log | 8.4828 | 246 | 0.9108 | 0.2726 | 0.9108 | 0.9544 |
175
+ | No log | 8.5517 | 248 | 0.8519 | 0.1416 | 0.8519 | 0.9230 |
176
+ | No log | 8.6207 | 250 | 0.8828 | 0.1373 | 0.8828 | 0.9396 |
177
+ | No log | 8.6897 | 252 | 1.0296 | 0.3051 | 1.0296 | 1.0147 |
178
+ | No log | 8.7586 | 254 | 1.3965 | 0.1874 | 1.3965 | 1.1818 |
179
+ | No log | 8.8276 | 256 | 1.7094 | 0.0583 | 1.7094 | 1.3074 |
180
+ | No log | 8.8966 | 258 | 1.7008 | 0.0805 | 1.7008 | 1.3041 |
181
+ | No log | 8.9655 | 260 | 1.4709 | 0.1310 | 1.4709 | 1.2128 |
182
+ | No log | 9.0345 | 262 | 1.2912 | 0.2591 | 1.2912 | 1.1363 |
183
+ | No log | 9.1034 | 264 | 1.1542 | 0.3110 | 1.1542 | 1.0743 |
184
+ | No log | 9.1724 | 266 | 1.0716 | 0.2297 | 1.0716 | 1.0352 |
185
+ | No log | 9.2414 | 268 | 1.1445 | 0.3247 | 1.1445 | 1.0698 |
186
+ | No log | 9.3103 | 270 | 1.4008 | 0.1310 | 1.4008 | 1.1835 |
187
+ | No log | 9.3793 | 272 | 1.5354 | 0.1010 | 1.5354 | 1.2391 |
188
+ | No log | 9.4483 | 274 | 1.5357 | 0.0789 | 1.5357 | 1.2392 |
189
+ | No log | 9.5172 | 276 | 1.3495 | 0.1951 | 1.3495 | 1.1617 |
190
+ | No log | 9.5862 | 278 | 1.1327 | 0.3088 | 1.1327 | 1.0643 |
191
+ | No log | 9.6552 | 280 | 1.0282 | 0.2756 | 1.0282 | 1.0140 |
192
+ | No log | 9.7241 | 282 | 1.0785 | 0.2297 | 1.0785 | 1.0385 |
193
+ | No log | 9.7931 | 284 | 1.2803 | 0.1956 | 1.2803 | 1.1315 |
194
+ | No log | 9.8621 | 286 | 1.4595 | 0.0876 | 1.4595 | 1.2081 |
195
+ | No log | 9.9310 | 288 | 1.5436 | 0.0260 | 1.5436 | 1.2424 |
196
+ | No log | 10.0 | 290 | 1.5623 | 0.0606 | 1.5623 | 1.2499 |
197
+ | No log | 10.0690 | 292 | 1.5525 | 0.0847 | 1.5525 | 1.2460 |
198
+ | No log | 10.1379 | 294 | 1.4074 | 0.1823 | 1.4074 | 1.1863 |
199
+ | No log | 10.2069 | 296 | 1.1822 | 0.2522 | 1.1822 | 1.0873 |
200
+ | No log | 10.2759 | 298 | 1.1437 | 0.2522 | 1.1437 | 1.0695 |
201
+ | No log | 10.3448 | 300 | 1.0739 | 0.2926 | 1.0739 | 1.0363 |
202
+ | No log | 10.4138 | 302 | 0.9725 | 0.3455 | 0.9725 | 0.9862 |
203
+ | No log | 10.4828 | 304 | 0.9310 | 0.3516 | 0.9310 | 0.9649 |
204
+ | No log | 10.5517 | 306 | 0.9793 | 0.3347 | 0.9793 | 0.9896 |
205
+ | No log | 10.6207 | 308 | 1.0167 | 0.3455 | 1.0167 | 1.0083 |
206
+ | No log | 10.6897 | 310 | 1.0232 | 0.3576 | 1.0232 | 1.0115 |
207
+ | No log | 10.7586 | 312 | 0.9329 | 0.3110 | 0.9329 | 0.9659 |
208
+ | No log | 10.8276 | 314 | 0.8895 | 0.2463 | 0.8895 | 0.9431 |
209
+ | No log | 10.8966 | 316 | 0.9434 | 0.3294 | 0.9434 | 0.9713 |
210
+ | No log | 10.9655 | 318 | 1.0656 | 0.3481 | 1.0656 | 1.0323 |
211
+ | No log | 11.0345 | 320 | 1.2166 | 0.2319 | 1.2166 | 1.1030 |
212
+ | No log | 11.1034 | 322 | 1.2682 | 0.2622 | 1.2682 | 1.1261 |
213
+ | No log | 11.1724 | 324 | 1.1598 | 0.2961 | 1.1598 | 1.0769 |
214
+ | No log | 11.2414 | 326 | 1.0200 | 0.2810 | 1.0200 | 1.0100 |
215
+ | No log | 11.3103 | 328 | 0.9203 | 0.0715 | 0.9203 | 0.9593 |
216
+ | No log | 11.3793 | 330 | 0.9019 | 0.1142 | 0.9019 | 0.9497 |
217
+ | No log | 11.4483 | 332 | 0.9514 | 0.1501 | 0.9514 | 0.9754 |
218
+ | No log | 11.5172 | 334 | 1.0678 | 0.3395 | 1.0678 | 1.0334 |
219
+ | No log | 11.5862 | 336 | 1.2057 | 0.2297 | 1.2057 | 1.0981 |
220
+ | No log | 11.6552 | 338 | 1.2472 | 0.1985 | 1.2472 | 1.1168 |
221
+ | No log | 11.7241 | 340 | 1.1796 | 0.2184 | 1.1796 | 1.0861 |
222
+ | No log | 11.7931 | 342 | 1.0324 | 0.2939 | 1.0324 | 1.0161 |
223
+ | No log | 11.8621 | 344 | 0.9520 | 0.2308 | 0.9520 | 0.9757 |
224
+ | No log | 11.9310 | 346 | 0.9529 | 0.2308 | 0.9529 | 0.9762 |
225
+ | No log | 12.0 | 348 | 0.9908 | 0.3676 | 0.9908 | 0.9954 |
226
+ | No log | 12.0690 | 350 | 1.0699 | 0.3225 | 1.0699 | 1.0344 |
227
+ | No log | 12.1379 | 352 | 1.1258 | 0.2145 | 1.1258 | 1.0611 |
228
+ | No log | 12.2069 | 354 | 1.1724 | 0.1860 | 1.1724 | 1.0828 |
229
+ | No log | 12.2759 | 356 | 1.2032 | 0.1985 | 1.2032 | 1.0969 |
230
+ | No log | 12.3448 | 358 | 1.1858 | 0.2056 | 1.1858 | 1.0889 |
231
+ | No log | 12.4138 | 360 | 1.1557 | 0.2622 | 1.1557 | 1.0750 |
232
+ | No log | 12.4828 | 362 | 1.0981 | 0.3140 | 1.0981 | 1.0479 |
233
+ | No log | 12.5517 | 364 | 0.9709 | 0.3359 | 0.9709 | 0.9853 |
234
+ | No log | 12.6207 | 366 | 0.8607 | 0.3473 | 0.8607 | 0.9277 |
235
+ | No log | 12.6897 | 368 | 0.7994 | 0.2063 | 0.7994 | 0.8941 |
236
+ | No log | 12.7586 | 370 | 0.8257 | 0.2518 | 0.8257 | 0.9087 |
237
+ | No log | 12.8276 | 372 | 0.9385 | 0.3051 | 0.9385 | 0.9688 |
238
+ | No log | 12.8966 | 374 | 1.1399 | 0.2579 | 1.1399 | 1.0676 |
239
+ | No log | 12.9655 | 376 | 1.3647 | 0.2099 | 1.3647 | 1.1682 |
240
+ | No log | 13.0345 | 378 | 1.5144 | 0.1495 | 1.5144 | 1.2306 |
241
+ | No log | 13.1034 | 380 | 1.5080 | 0.1495 | 1.5080 | 1.2280 |
242
+ | No log | 13.1724 | 382 | 1.4742 | 0.1763 | 1.4742 | 1.2142 |
243
+ | No log | 13.2414 | 384 | 1.3589 | 0.1864 | 1.3589 | 1.1657 |
244
+ | No log | 13.3103 | 386 | 1.1941 | 0.2358 | 1.1941 | 1.0927 |
245
+ | No log | 13.3793 | 388 | 1.0621 | 0.2529 | 1.0621 | 1.0306 |
246
+ | No log | 13.4483 | 390 | 1.0251 | 0.2389 | 1.0251 | 1.0125 |
247
+ | No log | 13.5172 | 392 | 1.0566 | 0.2482 | 1.0566 | 1.0279 |
248
+ | No log | 13.5862 | 394 | 1.1462 | 0.2914 | 1.1462 | 1.0706 |
249
+ | No log | 13.6552 | 396 | 1.2111 | 0.2713 | 1.2111 | 1.1005 |
250
+ | No log | 13.7241 | 398 | 1.2204 | 0.1968 | 1.2204 | 1.1047 |
251
+ | No log | 13.7931 | 400 | 1.2010 | 0.2006 | 1.2010 | 1.0959 |
252
+ | No log | 13.8621 | 402 | 1.2485 | 0.2130 | 1.2485 | 1.1173 |
253
+ | No log | 13.9310 | 404 | 1.3226 | 0.1508 | 1.3226 | 1.1500 |
254
+ | No log | 14.0 | 406 | 1.2864 | 0.2417 | 1.2864 | 1.1342 |
255
+ | No log | 14.0690 | 408 | 1.1407 | 0.2457 | 1.1407 | 1.0680 |
256
+ | No log | 14.1379 | 410 | 0.9768 | 0.3287 | 0.9768 | 0.9884 |
257
+ | No log | 14.2069 | 412 | 0.8737 | 0.2518 | 0.8737 | 0.9347 |
258
+ | No log | 14.2759 | 414 | 0.8600 | 0.2518 | 0.8600 | 0.9274 |
259
+ | No log | 14.3448 | 416 | 0.8886 | 0.2982 | 0.8886 | 0.9426 |
260
+ | No log | 14.4138 | 418 | 0.9871 | 0.3938 | 0.9871 | 0.9935 |
261
+ | No log | 14.4828 | 420 | 1.1414 | 0.2799 | 1.1414 | 1.0684 |
262
+ | No log | 14.5517 | 422 | 1.1561 | 0.2843 | 1.1561 | 1.0752 |
263
+ | No log | 14.6207 | 424 | 1.1299 | 0.2710 | 1.1299 | 1.0630 |
264
+ | No log | 14.6897 | 426 | 1.0088 | 0.3516 | 1.0088 | 1.0044 |
265
+ | No log | 14.7586 | 428 | 0.9327 | 0.3110 | 0.9327 | 0.9657 |
266
+ | No log | 14.8276 | 430 | 0.9166 | 0.2518 | 0.9166 | 0.9574 |
267
+ | No log | 14.8966 | 432 | 0.9083 | 0.2518 | 0.9083 | 0.9531 |
268
+ | No log | 14.9655 | 434 | 0.9159 | 0.2518 | 0.9159 | 0.9570 |
269
+ | No log | 15.0345 | 436 | 0.9121 | 0.2142 | 0.9121 | 0.9551 |
270
+ | No log | 15.1034 | 438 | 0.9574 | 0.3110 | 0.9574 | 0.9784 |
271
+ | No log | 15.1724 | 440 | 0.9640 | 0.3110 | 0.9640 | 0.9818 |
272
+ | No log | 15.2414 | 442 | 0.8985 | 0.2615 | 0.8985 | 0.9479 |
273
+ | No log | 15.3103 | 444 | 0.8710 | 0.2358 | 0.8710 | 0.9333 |
274
+ | No log | 15.3793 | 446 | 0.8916 | 0.2866 | 0.8916 | 0.9443 |
275
+ | No log | 15.4483 | 448 | 0.9205 | 0.2728 | 0.9205 | 0.9594 |
276
+ | No log | 15.5172 | 450 | 0.9694 | 0.2881 | 0.9694 | 0.9846 |
277
+ | No log | 15.5862 | 452 | 1.0474 | 0.3445 | 1.0474 | 1.0234 |
278
+ | No log | 15.6552 | 454 | 1.0238 | 0.3324 | 1.0238 | 1.0118 |
279
+ | No log | 15.7241 | 456 | 0.9071 | 0.2866 | 0.9071 | 0.9524 |
280
+ | No log | 15.7931 | 458 | 0.8244 | 0.2784 | 0.8244 | 0.9080 |
281
+ | No log | 15.8621 | 460 | 0.7681 | 0.2527 | 0.7681 | 0.8764 |
282
+ | No log | 15.9310 | 462 | 0.7799 | 0.2817 | 0.7799 | 0.8831 |
283
+ | No log | 16.0 | 464 | 0.8277 | 0.2843 | 0.8277 | 0.9098 |
284
+ | No log | 16.0690 | 466 | 0.9057 | 0.3538 | 0.9057 | 0.9517 |
285
+ | No log | 16.1379 | 468 | 0.9828 | 0.3269 | 0.9828 | 0.9913 |
286
+ | No log | 16.2069 | 470 | 1.0301 | 0.3688 | 1.0301 | 1.0149 |
287
+ | No log | 16.2759 | 472 | 0.9876 | 0.3251 | 0.9876 | 0.9938 |
288
+ | No log | 16.3448 | 474 | 0.9553 | 0.3601 | 0.9553 | 0.9774 |
289
+ | No log | 16.4138 | 476 | 0.9145 | 0.3918 | 0.9145 | 0.9563 |
290
+ | No log | 16.4828 | 478 | 0.8031 | 0.3302 | 0.8031 | 0.8961 |
291
+ | No log | 16.5517 | 480 | 0.7555 | 0.2754 | 0.7555 | 0.8692 |
292
+ | No log | 16.6207 | 482 | 0.7974 | 0.3302 | 0.7974 | 0.8930 |
293
+ | No log | 16.6897 | 484 | 0.9436 | 0.3409 | 0.9436 | 0.9714 |
294
+ | No log | 16.7586 | 486 | 1.0342 | 0.2872 | 1.0342 | 1.0170 |
295
+ | No log | 16.8276 | 488 | 0.9773 | 0.3409 | 0.9773 | 0.9886 |
296
+ | No log | 16.8966 | 490 | 0.8885 | 0.3231 | 0.8885 | 0.9426 |
297
+ | No log | 16.9655 | 492 | 0.9129 | 0.3231 | 0.9129 | 0.9555 |
298
+ | No log | 17.0345 | 494 | 1.0265 | 0.3080 | 1.0265 | 1.0132 |
299
+ | No log | 17.1034 | 496 | 1.1948 | 0.2008 | 1.1948 | 1.0931 |
300
+ | No log | 17.1724 | 498 | 1.2405 | 0.1740 | 1.2405 | 1.1138 |
301
+ | 0.3144 | 17.2414 | 500 | 1.1572 | 0.2336 | 1.1572 | 1.0757 |
302
+ | 0.3144 | 17.3103 | 502 | 1.0214 | 0.3370 | 1.0214 | 1.0106 |
303
+ | 0.3144 | 17.3793 | 504 | 0.8892 | 0.3287 | 0.8892 | 0.9430 |
304
+ | 0.3144 | 17.4483 | 506 | 0.8354 | 0.3746 | 0.8354 | 0.9140 |
305
+ | 0.3144 | 17.5172 | 508 | 0.8439 | 0.3746 | 0.8439 | 0.9186 |
306
+ | 0.3144 | 17.5862 | 510 | 0.8780 | 0.3409 | 0.8780 | 0.9370 |
307
+ | 0.3144 | 17.6552 | 512 | 0.9665 | 0.3359 | 0.9665 | 0.9831 |
308
+ | 0.3144 | 17.7241 | 514 | 1.1534 | 0.2733 | 1.1534 | 1.0740 |
309
+ | 0.3144 | 17.7931 | 516 | 1.3200 | 0.1973 | 1.3200 | 1.1489 |
310
+ | 0.3144 | 17.8621 | 518 | 1.3647 | 0.1832 | 1.3647 | 1.1682 |
311
+ | 0.3144 | 17.9310 | 520 | 1.2963 | 0.2121 | 1.2963 | 1.1385 |
312
+ | 0.3144 | 18.0 | 522 | 1.1172 | 0.2755 | 1.1172 | 1.0570 |
313
+ | 0.3144 | 18.0690 | 524 | 1.0394 | 0.3193 | 1.0394 | 1.0195 |
314
+ | 0.3144 | 18.1379 | 526 | 1.0260 | 0.3849 | 1.0260 | 1.0129 |
315
+ | 0.3144 | 18.2069 | 528 | 1.0581 | 0.3849 | 1.0581 | 1.0286 |
316
+ | 0.3144 | 18.2759 | 530 | 1.0406 | 0.3849 | 1.0406 | 1.0201 |
317
+ | 0.3144 | 18.3448 | 532 | 1.0567 | 0.3849 | 1.0567 | 1.0280 |
318
+ | 0.3144 | 18.4138 | 534 | 1.1068 | 0.2802 | 1.1068 | 1.0521 |
319
+ | 0.3144 | 18.4828 | 536 | 1.2143 | 0.2043 | 1.2143 | 1.1019 |
320
+ | 0.3144 | 18.5517 | 538 | 1.2711 | 0.2043 | 1.2711 | 1.1274 |
321
+ | 0.3144 | 18.6207 | 540 | 1.2812 | 0.2008 | 1.2812 | 1.1319 |
322
+ | 0.3144 | 18.6897 | 542 | 1.2321 | 0.2280 | 1.2321 | 1.1100 |
323
+ | 0.3144 | 18.7586 | 544 | 1.1904 | 0.2421 | 1.1904 | 1.0911 |
324
+ | 0.3144 | 18.8276 | 546 | 1.1168 | 0.2478 | 1.1168 | 1.0568 |
325
+ | 0.3144 | 18.8966 | 548 | 1.0788 | 0.2780 | 1.0788 | 1.0386 |
326
+ | 0.3144 | 18.9655 | 550 | 1.0672 | 0.2780 | 1.0672 | 1.0330 |
327
+ | 0.3144 | 19.0345 | 552 | 1.0126 | 0.3460 | 1.0126 | 1.0063 |
328
+ | 0.3144 | 19.1034 | 554 | 0.9984 | 0.3460 | 0.9984 | 0.9992 |
329
+ | 0.3144 | 19.1724 | 556 | 0.9563 | 0.3787 | 0.9563 | 0.9779 |
330
+ | 0.3144 | 19.2414 | 558 | 0.9957 | 0.3460 | 0.9957 | 0.9978 |
331
+ | 0.3144 | 19.3103 | 560 | 1.0726 | 0.3140 | 1.0726 | 1.0357 |
332
+ | 0.3144 | 19.3793 | 562 | 1.0980 | 0.2827 | 1.0980 | 1.0479 |
333
+ | 0.3144 | 19.4483 | 564 | 1.1300 | 0.2168 | 1.1300 | 1.0630 |
334
+ | 0.3144 | 19.5172 | 566 | 1.1664 | 0.2522 | 1.1664 | 1.0800 |
335
+ | 0.3144 | 19.5862 | 568 | 1.2493 | 0.2184 | 1.2493 | 1.1177 |
336
+ | 0.3144 | 19.6552 | 570 | 1.3074 | 0.2020 | 1.3074 | 1.1434 |
337
+ | 0.3144 | 19.7241 | 572 | 1.2435 | 0.2020 | 1.2435 | 1.1151 |
338
+ | 0.3144 | 19.7931 | 574 | 1.1456 | 0.2107 | 1.1456 | 1.0703 |
339
+ | 0.3144 | 19.8621 | 576 | 1.1123 | 0.2282 | 1.1123 | 1.0547 |
340
 
341
 
342
  ### Framework versions