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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k3_task5_organization

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  1. README.md +261 -261
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k3_task5_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_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k3_task5_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: 1.2914
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- - Qwk: 0.0510
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- - Mse: 1.2914
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- - Rmse: 1.1364
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  ## Model description
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@@ -49,261 +49,261 @@ 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 | 0.1429 | 2 | 3.8892 | -0.0032 | 3.8892 | 1.9721 |
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- | No log | 0.2857 | 4 | 2.0468 | 0.0054 | 2.0468 | 1.4307 |
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- | No log | 0.4286 | 6 | 1.4195 | -0.0105 | 1.4195 | 1.1914 |
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- | No log | 0.5714 | 8 | 1.2807 | 0.1034 | 1.2807 | 1.1317 |
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- | No log | 0.7143 | 10 | 1.0967 | 0.1989 | 1.0967 | 1.0472 |
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- | No log | 0.8571 | 12 | 1.3777 | 0.0612 | 1.3777 | 1.1738 |
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- | No log | 1.0 | 14 | 1.3930 | 0.0612 | 1.3930 | 1.1802 |
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- | No log | 1.1429 | 16 | 1.1374 | 0.1160 | 1.1374 | 1.0665 |
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- | No log | 1.2857 | 18 | 1.1377 | 0.2243 | 1.1377 | 1.0666 |
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- | No log | 1.4286 | 20 | 1.3194 | 0.0584 | 1.3194 | 1.1486 |
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- | No log | 1.5714 | 22 | 1.6440 | 0.0399 | 1.6440 | 1.2822 |
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- | No log | 1.7143 | 24 | 1.4787 | 0.0 | 1.4787 | 1.2160 |
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- | No log | 1.8571 | 26 | 1.1646 | 0.0318 | 1.1646 | 1.0792 |
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- | No log | 2.0 | 28 | 1.0442 | 0.2663 | 1.0442 | 1.0219 |
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- | No log | 2.1429 | 30 | 1.0103 | 0.3071 | 1.0103 | 1.0051 |
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- | No log | 2.2857 | 32 | 1.0208 | 0.2921 | 1.0208 | 1.0103 |
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- | No log | 2.4286 | 34 | 1.0675 | 0.2515 | 1.0675 | 1.0332 |
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- | No log | 2.5714 | 36 | 1.1012 | 0.1752 | 1.1012 | 1.0494 |
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- | No log | 2.7143 | 38 | 1.0558 | 0.2615 | 1.0558 | 1.0275 |
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- | No log | 2.8571 | 40 | 1.0503 | 0.2505 | 1.0503 | 1.0248 |
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- | No log | 3.0 | 42 | 1.0718 | 0.2213 | 1.0718 | 1.0353 |
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- | No log | 3.1429 | 44 | 1.0529 | 0.2771 | 1.0529 | 1.0261 |
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- | No log | 3.2857 | 46 | 1.0525 | 0.2771 | 1.0525 | 1.0259 |
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- | No log | 3.4286 | 48 | 1.0795 | 0.1797 | 1.0795 | 1.0390 |
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- | No log | 3.5714 | 50 | 1.1653 | 0.0970 | 1.1653 | 1.0795 |
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- | No log | 3.7143 | 52 | 1.2110 | 0.1634 | 1.2110 | 1.1004 |
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- | No log | 3.8571 | 54 | 1.2047 | 0.1634 | 1.2047 | 1.0976 |
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- | No log | 4.0 | 56 | 1.1560 | 0.1140 | 1.1560 | 1.0752 |
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- | No log | 4.1429 | 58 | 1.1816 | 0.1224 | 1.1816 | 1.0870 |
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- | No log | 4.2857 | 60 | 1.2786 | 0.1462 | 1.2786 | 1.1308 |
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- | No log | 4.4286 | 62 | 1.4327 | 0.1288 | 1.4327 | 1.1969 |
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- | No log | 4.5714 | 64 | 1.5185 | 0.1371 | 1.5185 | 1.2323 |
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- | No log | 4.7143 | 66 | 1.4602 | 0.1371 | 1.4602 | 1.2084 |
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- | No log | 4.8571 | 68 | 1.5343 | 0.0493 | 1.5343 | 1.2387 |
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- | No log | 5.0 | 70 | 1.6113 | 0.0406 | 1.6113 | 1.2694 |
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- | No log | 5.1429 | 72 | 1.6435 | 0.0090 | 1.6435 | 1.2820 |
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- | No log | 5.2857 | 74 | 1.4828 | 0.0554 | 1.4828 | 1.2177 |
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- | No log | 5.4286 | 76 | 1.3146 | 0.0961 | 1.3146 | 1.1465 |
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- | No log | 5.5714 | 78 | 1.3639 | 0.0510 | 1.3639 | 1.1679 |
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- | No log | 5.7143 | 80 | 1.3477 | 0.0510 | 1.3477 | 1.1609 |
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- | No log | 5.8571 | 82 | 1.4044 | 0.0510 | 1.4044 | 1.1851 |
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- | No log | 6.0 | 84 | 1.5904 | 0.1058 | 1.5904 | 1.2611 |
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- | No log | 6.1429 | 86 | 1.5807 | 0.1058 | 1.5807 | 1.2573 |
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- | No log | 6.2857 | 88 | 1.4733 | 0.1486 | 1.4733 | 1.2138 |
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- | No log | 6.4286 | 90 | 1.3691 | 0.1142 | 1.3691 | 1.1701 |
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- | No log | 6.5714 | 92 | 1.3262 | 0.1142 | 1.3262 | 1.1516 |
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- | No log | 6.7143 | 94 | 1.2965 | 0.1142 | 1.2965 | 1.1387 |
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- | No log | 6.8571 | 96 | 1.2155 | 0.0510 | 1.2155 | 1.1025 |
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- | No log | 7.0 | 98 | 1.1349 | 0.0931 | 1.1349 | 1.0653 |
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- | No log | 7.1429 | 100 | 1.0748 | 0.1203 | 1.0748 | 1.0367 |
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- | No log | 7.2857 | 102 | 1.1166 | 0.0961 | 1.1166 | 1.0567 |
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- | No log | 7.4286 | 104 | 1.3030 | 0.2126 | 1.3030 | 1.1415 |
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- | No log | 7.5714 | 106 | 1.6692 | 0.1078 | 1.6692 | 1.2920 |
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- | No log | 7.7143 | 108 | 1.6714 | 0.1264 | 1.6714 | 1.2928 |
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- | No log | 7.8571 | 110 | 1.3940 | 0.2062 | 1.3940 | 1.1807 |
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- | No log | 8.0 | 112 | 1.3166 | 0.2065 | 1.3166 | 1.1474 |
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- | No log | 8.1429 | 114 | 1.3863 | 0.1943 | 1.3863 | 1.1774 |
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- | No log | 8.2857 | 116 | 1.4241 | 0.1943 | 1.4241 | 1.1933 |
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- | No log | 8.4286 | 118 | 1.4155 | 0.1634 | 1.4155 | 1.1897 |
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- | No log | 8.5714 | 120 | 1.3762 | 0.1744 | 1.3762 | 1.1731 |
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- | No log | 8.7143 | 122 | 1.3380 | 0.1744 | 1.3380 | 1.1567 |
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- | No log | 8.8571 | 124 | 1.1536 | 0.0587 | 1.1536 | 1.0740 |
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- | No log | 9.0 | 126 | 1.1241 | 0.1954 | 1.1241 | 1.0602 |
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- | No log | 9.1429 | 128 | 1.1950 | 0.0587 | 1.1950 | 1.0932 |
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- | No log | 9.2857 | 130 | 1.4293 | 0.2126 | 1.4293 | 1.1956 |
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- | No log | 9.4286 | 132 | 1.5101 | 0.1141 | 1.5101 | 1.2289 |
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- | No log | 9.5714 | 134 | 1.3986 | 0.2126 | 1.3986 | 1.1826 |
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- | No log | 9.7143 | 136 | 1.2083 | 0.0833 | 1.2083 | 1.0992 |
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- | No log | 9.8571 | 138 | 1.1524 | 0.0587 | 1.1524 | 1.0735 |
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- | No log | 10.0 | 140 | 1.2128 | 0.0833 | 1.2128 | 1.1013 |
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- | No log | 10.1429 | 142 | 1.3870 | 0.1814 | 1.3870 | 1.1777 |
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- | No log | 10.2857 | 144 | 1.4594 | 0.1703 | 1.4594 | 1.2080 |
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- | No log | 10.4286 | 146 | 1.5208 | 0.1703 | 1.5208 | 1.2332 |
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- | No log | 10.5714 | 148 | 1.4091 | 0.2126 | 1.4091 | 1.1871 |
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- | No log | 10.7143 | 150 | 1.2407 | 0.1814 | 1.2407 | 1.1139 |
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- | No log | 10.8571 | 152 | 1.1903 | 0.1142 | 1.1903 | 1.0910 |
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- | No log | 11.0 | 154 | 1.2027 | 0.2126 | 1.2027 | 1.0967 |
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- | No log | 11.1429 | 156 | 1.2788 | 0.2126 | 1.2788 | 1.1308 |
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- | No log | 11.2857 | 158 | 1.3535 | 0.2126 | 1.3535 | 1.1634 |
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- | No log | 11.4286 | 160 | 1.4454 | 0.2126 | 1.4454 | 1.2022 |
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- | No log | 11.5714 | 162 | 1.4563 | 0.2126 | 1.4563 | 1.2068 |
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- | No log | 11.7143 | 164 | 1.3317 | 0.1814 | 1.3317 | 1.1540 |
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- | No log | 11.8571 | 166 | 1.2794 | 0.1024 | 1.2794 | 1.1311 |
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- | No log | 12.0 | 168 | 1.3960 | 0.2126 | 1.3960 | 1.1815 |
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- | No log | 12.1429 | 170 | 1.5328 | 0.2424 | 1.5328 | 1.2381 |
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- | No log | 12.2857 | 172 | 1.4158 | 0.2126 | 1.4158 | 1.1899 |
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- | No log | 12.4286 | 174 | 1.2319 | 0.1744 | 1.2319 | 1.1099 |
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- | No log | 12.5714 | 176 | 1.2170 | 0.1370 | 1.2170 | 1.1032 |
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- | No log | 12.7143 | 178 | 1.2864 | 0.2126 | 1.2864 | 1.1342 |
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- | No log | 12.8571 | 180 | 1.3166 | 0.2126 | 1.3166 | 1.1474 |
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- | No log | 13.0 | 182 | 1.2895 | 0.2126 | 1.2895 | 1.1356 |
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- | No log | 13.1429 | 184 | 1.3368 | 0.2062 | 1.3368 | 1.1562 |
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- | No log | 13.2857 | 186 | 1.4846 | 0.2437 | 1.4846 | 1.2184 |
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- | No log | 13.4286 | 188 | 1.5046 | 0.1955 | 1.5046 | 1.2266 |
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- | No log | 13.5714 | 190 | 1.5275 | 0.1955 | 1.5275 | 1.2359 |
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- | No log | 13.7143 | 192 | 1.3838 | 0.1667 | 1.3838 | 1.1764 |
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- | No log | 13.8571 | 194 | 1.1575 | 0.2203 | 1.1575 | 1.0759 |
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- | No log | 14.0 | 196 | 1.1416 | 0.1202 | 1.1416 | 1.0685 |
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- | No log | 14.1429 | 198 | 1.2124 | 0.0833 | 1.2124 | 1.1011 |
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- | No log | 14.2857 | 200 | 1.1951 | 0.0833 | 1.1951 | 1.0932 |
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- | No log | 14.4286 | 202 | 1.2378 | 0.0401 | 1.2378 | 1.1126 |
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- | No log | 14.5714 | 204 | 1.3404 | 0.1228 | 1.3404 | 1.1577 |
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- | No log | 14.7143 | 206 | 1.3406 | 0.1943 | 1.3406 | 1.1579 |
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- | No log | 14.8571 | 208 | 1.2583 | 0.2260 | 1.2583 | 1.1217 |
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- | No log | 15.0 | 210 | 1.1997 | 0.2225 | 1.1997 | 1.0953 |
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- | No log | 15.1429 | 212 | 1.3221 | 0.1562 | 1.3221 | 1.1498 |
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- | No log | 15.2857 | 214 | 1.3260 | 0.1562 | 1.3260 | 1.1515 |
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- | No log | 15.4286 | 216 | 1.1711 | 0.0401 | 1.1711 | 1.0822 |
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- | No log | 15.5714 | 218 | 1.1853 | 0.0401 | 1.1853 | 1.0887 |
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- | No log | 15.7143 | 220 | 1.2868 | 0.0613 | 1.2868 | 1.1344 |
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- | No log | 15.8571 | 222 | 1.1762 | 0.0401 | 1.1762 | 1.0845 |
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- | No log | 16.0 | 224 | 1.0842 | 0.1694 | 1.0842 | 1.0413 |
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- | No log | 16.1429 | 226 | 1.1432 | 0.2541 | 1.1432 | 1.0692 |
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- | No log | 16.2857 | 228 | 1.3369 | 0.2184 | 1.3369 | 1.1562 |
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- | No log | 16.4286 | 230 | 1.3468 | 0.1880 | 1.3468 | 1.1605 |
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- | No log | 16.5714 | 232 | 1.2070 | 0.2065 | 1.2070 | 1.0986 |
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- | No log | 16.7143 | 234 | 1.1931 | 0.0401 | 1.1931 | 1.0923 |
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- | No log | 16.8571 | 236 | 1.2331 | 0.1407 | 1.2331 | 1.1104 |
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- | No log | 17.0 | 238 | 1.1653 | 0.1744 | 1.1653 | 1.0795 |
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- | No log | 17.1429 | 240 | 1.1498 | 0.1744 | 1.1498 | 1.0723 |
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- | No log | 17.2857 | 242 | 1.1759 | 0.1744 | 1.1759 | 1.0844 |
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- | No log | 17.4286 | 244 | 1.1429 | 0.1744 | 1.1429 | 1.0691 |
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- | No log | 17.5714 | 246 | 1.0703 | 0.1265 | 1.0703 | 1.0345 |
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- | No log | 17.7143 | 248 | 1.1958 | 0.1744 | 1.1958 | 1.0935 |
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- | No log | 17.8571 | 250 | 1.2635 | 0.1407 | 1.2635 | 1.1241 |
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- | No log | 18.0 | 252 | 1.1934 | 0.0401 | 1.1934 | 1.0924 |
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- | No log | 18.1429 | 254 | 1.0519 | 0.1265 | 1.0519 | 1.0256 |
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- | No log | 18.2857 | 256 | 1.0271 | 0.1694 | 1.0271 | 1.0134 |
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- | No log | 18.4286 | 258 | 1.0463 | 0.1694 | 1.0463 | 1.0229 |
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- | No log | 18.5714 | 260 | 1.1147 | 0.1892 | 1.1147 | 1.0558 |
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- | No log | 18.7143 | 262 | 1.2511 | 0.1407 | 1.2511 | 1.1185 |
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- | No log | 18.8571 | 264 | 1.2534 | 0.1407 | 1.2534 | 1.1196 |
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- | No log | 19.0 | 266 | 1.2755 | 0.1407 | 1.2755 | 1.1294 |
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- | No log | 19.1429 | 268 | 1.2158 | 0.1052 | 1.2158 | 1.1026 |
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- | No log | 19.2857 | 270 | 1.1028 | 0.1330 | 1.1028 | 1.0501 |
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- | No log | 19.4286 | 272 | 1.1391 | 0.1111 | 1.1391 | 1.0673 |
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- | No log | 19.5714 | 274 | 1.3093 | 0.1486 | 1.3093 | 1.1442 |
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- | No log | 19.7143 | 276 | 1.4771 | 0.1943 | 1.4771 | 1.2154 |
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- | No log | 19.8571 | 278 | 1.4338 | 0.1943 | 1.4338 | 1.1974 |
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- | No log | 20.0 | 280 | 1.3260 | 0.1814 | 1.3260 | 1.1515 |
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- | No log | 20.1429 | 282 | 1.2055 | 0.2225 | 1.2055 | 1.0980 |
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- | No log | 20.2857 | 284 | 1.1066 | 0.1846 | 1.1066 | 1.0520 |
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- | No log | 20.4286 | 286 | 1.1355 | 0.1846 | 1.1355 | 1.0656 |
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- | No log | 20.5714 | 288 | 1.2796 | 0.0401 | 1.2796 | 1.1312 |
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- | No log | 20.7143 | 290 | 1.3692 | 0.0510 | 1.3692 | 1.1701 |
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- | No log | 20.8571 | 292 | 1.4277 | 0.0510 | 1.4277 | 1.1949 |
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- | No log | 21.0 | 294 | 1.4821 | 0.1880 | 1.4821 | 1.2174 |
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- | No log | 21.1429 | 296 | 1.4270 | 0.2062 | 1.4270 | 1.1946 |
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- | No log | 21.2857 | 298 | 1.4044 | 0.2184 | 1.4044 | 1.1851 |
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- | No log | 21.4286 | 300 | 1.4462 | 0.1880 | 1.4462 | 1.2026 |
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- | No log | 21.5714 | 302 | 1.3957 | 0.0510 | 1.3957 | 1.1814 |
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- | No log | 21.7143 | 304 | 1.3004 | 0.0401 | 1.3004 | 1.1404 |
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- | No log | 21.8571 | 306 | 1.2154 | 0.0401 | 1.2154 | 1.1025 |
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- | No log | 22.0 | 308 | 1.1573 | 0.0833 | 1.1573 | 1.0758 |
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- | No log | 22.1429 | 310 | 1.1561 | 0.0833 | 1.1561 | 1.0752 |
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- | No log | 22.2857 | 312 | 1.2844 | 0.1744 | 1.2844 | 1.1333 |
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- | No log | 22.4286 | 314 | 1.4677 | 0.2474 | 1.4677 | 1.2115 |
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- | No log | 22.5714 | 316 | 1.6027 | 0.2058 | 1.6027 | 1.2660 |
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- | No log | 22.7143 | 318 | 1.5519 | 0.2474 | 1.5519 | 1.2457 |
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- | No log | 22.8571 | 320 | 1.4056 | 0.1880 | 1.4056 | 1.1856 |
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- | No log | 23.0 | 322 | 1.2393 | 0.1407 | 1.2393 | 1.1133 |
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- | No log | 23.1429 | 324 | 1.2411 | 0.0401 | 1.2411 | 1.1140 |
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- | No log | 23.2857 | 326 | 1.3306 | 0.1142 | 1.3306 | 1.1535 |
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- | No log | 23.4286 | 328 | 1.4888 | 0.1814 | 1.4888 | 1.2202 |
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- | No log | 23.5714 | 330 | 1.5817 | 0.1814 | 1.5817 | 1.2577 |
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- | No log | 23.7143 | 332 | 1.5769 | 0.2342 | 1.5769 | 1.2557 |
218
- | No log | 23.8571 | 334 | 1.4318 | 0.2793 | 1.4318 | 1.1966 |
219
- | No log | 24.0 | 336 | 1.2620 | 0.2424 | 1.2620 | 1.1234 |
220
- | No log | 24.1429 | 338 | 1.1489 | 0.2149 | 1.1489 | 1.0719 |
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- | No log | 24.2857 | 340 | 1.2378 | 0.2126 | 1.2378 | 1.1126 |
222
- | No log | 24.4286 | 342 | 1.3756 | 0.2184 | 1.3756 | 1.1728 |
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- | No log | 24.5714 | 344 | 1.4071 | 0.1486 | 1.4071 | 1.1862 |
224
- | No log | 24.7143 | 346 | 1.4237 | 0.0510 | 1.4237 | 1.1932 |
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- | No log | 24.8571 | 348 | 1.3540 | 0.0510 | 1.3540 | 1.1636 |
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- | No log | 25.0 | 350 | 1.2950 | 0.0510 | 1.2950 | 1.1380 |
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- | No log | 25.1429 | 352 | 1.2907 | 0.0510 | 1.2907 | 1.1361 |
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- | No log | 25.2857 | 354 | 1.3015 | 0.0510 | 1.3015 | 1.1408 |
229
- | No log | 25.4286 | 356 | 1.2866 | 0.0878 | 1.2866 | 1.1343 |
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- | No log | 25.5714 | 358 | 1.3262 | 0.1486 | 1.3262 | 1.1516 |
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- | No log | 25.7143 | 360 | 1.2861 | 0.0878 | 1.2861 | 1.1340 |
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- | No log | 25.8571 | 362 | 1.1958 | 0.1202 | 1.1958 | 1.0935 |
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- | No log | 26.0 | 364 | 1.1528 | 0.1202 | 1.1528 | 1.0737 |
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- | No log | 26.1429 | 366 | 1.2293 | 0.0781 | 1.2293 | 1.1087 |
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- | No log | 26.2857 | 368 | 1.3698 | 0.1562 | 1.3698 | 1.1704 |
236
- | No log | 26.4286 | 370 | 1.4589 | 0.2568 | 1.4589 | 1.2079 |
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- | No log | 26.5714 | 372 | 1.4295 | 0.2292 | 1.4295 | 1.1956 |
238
- | No log | 26.7143 | 374 | 1.3183 | 0.1228 | 1.3183 | 1.1482 |
239
- | No log | 26.8571 | 376 | 1.2021 | 0.0833 | 1.2021 | 1.0964 |
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- | No log | 27.0 | 378 | 1.1621 | 0.0833 | 1.1621 | 1.0780 |
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- | No log | 27.1429 | 380 | 1.1720 | 0.0833 | 1.1720 | 1.0826 |
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- | No log | 27.2857 | 382 | 1.2039 | 0.1288 | 1.2039 | 1.0972 |
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- | No log | 27.4286 | 384 | 1.2674 | 0.1562 | 1.2674 | 1.1258 |
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- | No log | 27.5714 | 386 | 1.2723 | 0.2424 | 1.2723 | 1.1280 |
245
- | No log | 27.7143 | 388 | 1.2644 | 0.1814 | 1.2644 | 1.1245 |
246
- | No log | 27.8571 | 390 | 1.1576 | 0.0781 | 1.1576 | 1.0759 |
247
- | No log | 28.0 | 392 | 1.0507 | 0.0961 | 1.0507 | 1.0251 |
248
- | No log | 28.1429 | 394 | 1.0506 | 0.0961 | 1.0506 | 1.0250 |
249
- | No log | 28.2857 | 396 | 1.1084 | 0.1202 | 1.1084 | 1.0528 |
250
- | No log | 28.4286 | 398 | 1.2174 | 0.0781 | 1.2174 | 1.1034 |
251
- | No log | 28.5714 | 400 | 1.3668 | 0.1814 | 1.3668 | 1.1691 |
252
- | No log | 28.7143 | 402 | 1.4044 | 0.2004 | 1.4044 | 1.1851 |
253
- | No log | 28.8571 | 404 | 1.3965 | 0.2004 | 1.3965 | 1.1817 |
254
- | No log | 29.0 | 406 | 1.3565 | 0.2184 | 1.3565 | 1.1647 |
255
- | No log | 29.1429 | 408 | 1.2849 | 0.2203 | 1.2849 | 1.1335 |
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- | No log | 29.2857 | 410 | 1.2515 | 0.1886 | 1.2515 | 1.1187 |
257
- | No log | 29.4286 | 412 | 1.2747 | 0.0931 | 1.2747 | 1.1290 |
258
- | No log | 29.5714 | 414 | 1.2302 | 0.0931 | 1.2302 | 1.1091 |
259
- | No log | 29.7143 | 416 | 1.1853 | 0.0833 | 1.1853 | 1.0887 |
260
- | No log | 29.8571 | 418 | 1.2085 | 0.0931 | 1.2085 | 1.0993 |
261
- | No log | 30.0 | 420 | 1.2637 | 0.0510 | 1.2637 | 1.1241 |
262
- | No log | 30.1429 | 422 | 1.3182 | 0.0510 | 1.3182 | 1.1481 |
263
- | No log | 30.2857 | 424 | 1.3501 | 0.0510 | 1.3501 | 1.1620 |
264
- | No log | 30.4286 | 426 | 1.3474 | 0.0510 | 1.3474 | 1.1608 |
265
- | No log | 30.5714 | 428 | 1.3347 | 0.1886 | 1.3347 | 1.1553 |
266
- | No log | 30.7143 | 430 | 1.4571 | 0.2184 | 1.4571 | 1.2071 |
267
- | No log | 30.8571 | 432 | 1.4950 | 0.1880 | 1.4950 | 1.2227 |
268
- | No log | 31.0 | 434 | 1.4071 | 0.1486 | 1.4071 | 1.1862 |
269
- | No log | 31.1429 | 436 | 1.3217 | 0.0510 | 1.3217 | 1.1497 |
270
- | No log | 31.2857 | 438 | 1.2657 | 0.0510 | 1.2657 | 1.1251 |
271
- | No log | 31.4286 | 440 | 1.2749 | 0.0510 | 1.2749 | 1.1291 |
272
- | No log | 31.5714 | 442 | 1.3215 | 0.0510 | 1.3215 | 1.1496 |
273
- | No log | 31.7143 | 444 | 1.3451 | 0.0510 | 1.3451 | 1.1598 |
274
- | No log | 31.8571 | 446 | 1.3870 | 0.0510 | 1.3870 | 1.1777 |
275
- | No log | 32.0 | 448 | 1.4102 | 0.1814 | 1.4102 | 1.1875 |
276
- | No log | 32.1429 | 450 | 1.3543 | 0.2506 | 1.3543 | 1.1637 |
277
- | No log | 32.2857 | 452 | 1.3283 | 0.2506 | 1.3283 | 1.1525 |
278
- | No log | 32.4286 | 454 | 1.2310 | 0.2203 | 1.2310 | 1.1095 |
279
- | No log | 32.5714 | 456 | 1.1921 | 0.1552 | 1.1921 | 1.0918 |
280
- | No log | 32.7143 | 458 | 1.2125 | 0.0931 | 1.2125 | 1.1011 |
281
- | No log | 32.8571 | 460 | 1.3056 | 0.1486 | 1.3056 | 1.1426 |
282
- | No log | 33.0 | 462 | 1.3263 | 0.1486 | 1.3263 | 1.1516 |
283
- | No log | 33.1429 | 464 | 1.3754 | 0.2126 | 1.3754 | 1.1728 |
284
- | No log | 33.2857 | 466 | 1.4198 | 0.2474 | 1.4198 | 1.1916 |
285
- | No log | 33.4286 | 468 | 1.3760 | 0.2184 | 1.3760 | 1.1730 |
286
- | No log | 33.5714 | 470 | 1.2931 | 0.1886 | 1.2931 | 1.1372 |
287
- | No log | 33.7143 | 472 | 1.2586 | 0.1552 | 1.2586 | 1.1219 |
288
- | No log | 33.8571 | 474 | 1.2573 | 0.1552 | 1.2573 | 1.1213 |
289
- | No log | 34.0 | 476 | 1.3291 | 0.2260 | 1.3291 | 1.1529 |
290
- | No log | 34.1429 | 478 | 1.4402 | 0.1562 | 1.4402 | 1.2001 |
291
- | No log | 34.2857 | 480 | 1.5007 | 0.1562 | 1.5007 | 1.2250 |
292
- | No log | 34.4286 | 482 | 1.5721 | 0.1562 | 1.5721 | 1.2538 |
293
- | No log | 34.5714 | 484 | 1.5650 | 0.1562 | 1.5650 | 1.2510 |
294
- | No log | 34.7143 | 486 | 1.5314 | 0.1562 | 1.5314 | 1.2375 |
295
- | No log | 34.8571 | 488 | 1.4324 | 0.1880 | 1.4324 | 1.1968 |
296
- | No log | 35.0 | 490 | 1.4050 | 0.1814 | 1.4050 | 1.1853 |
297
- | No log | 35.1429 | 492 | 1.3430 | 0.1814 | 1.3430 | 1.1589 |
298
- | No log | 35.2857 | 494 | 1.2296 | 0.1473 | 1.2296 | 1.1089 |
299
- | No log | 35.4286 | 496 | 1.2014 | 0.0833 | 1.2014 | 1.0961 |
300
- | No log | 35.5714 | 498 | 1.2827 | 0.1142 | 1.2827 | 1.1325 |
301
- | 0.2282 | 35.7143 | 500 | 1.4196 | 0.1486 | 1.4196 | 1.1915 |
302
- | 0.2282 | 35.8571 | 502 | 1.4867 | 0.1486 | 1.4867 | 1.2193 |
303
- | 0.2282 | 36.0 | 504 | 1.4594 | 0.0878 | 1.4594 | 1.2080 |
304
- | 0.2282 | 36.1429 | 506 | 1.4238 | 0.0878 | 1.4238 | 1.1932 |
305
- | 0.2282 | 36.2857 | 508 | 1.3471 | 0.0510 | 1.3471 | 1.1606 |
306
- | 0.2282 | 36.4286 | 510 | 1.2914 | 0.0510 | 1.2914 | 1.1364 |
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k2_task5_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_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k2_task5_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: 0.5802
19
+ - Qwk: 0.6099
20
+ - Mse: 0.5802
21
+ - Rmse: 0.7617
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1538 | 2 | 4.1726 | -0.0118 | 4.1726 | 2.0427 |
53
+ | No log | 0.3077 | 4 | 2.4193 | 0.0465 | 2.4193 | 1.5554 |
54
+ | No log | 0.4615 | 6 | 1.5711 | 0.0143 | 1.5711 | 1.2534 |
55
+ | No log | 0.6154 | 8 | 1.2725 | 0.0462 | 1.2725 | 1.1280 |
56
+ | No log | 0.7692 | 10 | 1.0545 | 0.2667 | 1.0545 | 1.0269 |
57
+ | No log | 0.9231 | 12 | 1.0507 | 0.2239 | 1.0507 | 1.0251 |
58
+ | No log | 1.0769 | 14 | 1.1576 | 0.1361 | 1.1576 | 1.0759 |
59
+ | No log | 1.2308 | 16 | 1.0091 | 0.2316 | 1.0091 | 1.0045 |
60
+ | No log | 1.3846 | 18 | 0.9495 | 0.2865 | 0.9495 | 0.9744 |
61
+ | No log | 1.5385 | 20 | 0.9673 | 0.2764 | 0.9673 | 0.9835 |
62
+ | No log | 1.6923 | 22 | 1.0250 | 0.2478 | 1.0250 | 1.0124 |
63
+ | No log | 1.8462 | 24 | 0.8537 | 0.3896 | 0.8537 | 0.9240 |
64
+ | No log | 2.0 | 26 | 0.8663 | 0.4754 | 0.8663 | 0.9308 |
65
+ | No log | 2.1538 | 28 | 1.0248 | 0.4668 | 1.0248 | 1.0123 |
66
+ | No log | 2.3077 | 30 | 1.4296 | 0.2847 | 1.4296 | 1.1957 |
67
+ | No log | 2.4615 | 32 | 2.0362 | 0.2495 | 2.0362 | 1.4269 |
68
+ | No log | 2.6154 | 34 | 1.5887 | 0.3583 | 1.5887 | 1.2604 |
69
+ | No log | 2.7692 | 36 | 0.7324 | 0.6500 | 0.7324 | 0.8558 |
70
+ | No log | 2.9231 | 38 | 0.9198 | 0.5443 | 0.9198 | 0.9590 |
71
+ | No log | 3.0769 | 40 | 1.0971 | 0.3083 | 1.0971 | 1.0474 |
72
+ | No log | 3.2308 | 42 | 0.6226 | 0.5823 | 0.6226 | 0.7890 |
73
+ | No log | 3.3846 | 44 | 0.7857 | 0.5530 | 0.7857 | 0.8864 |
74
+ | No log | 3.5385 | 46 | 1.0247 | 0.4754 | 1.0247 | 1.0123 |
75
+ | No log | 3.6923 | 48 | 0.8764 | 0.5690 | 0.8764 | 0.9362 |
76
+ | No log | 3.8462 | 50 | 0.6209 | 0.6297 | 0.6209 | 0.7879 |
77
+ | No log | 4.0 | 52 | 0.7702 | 0.6029 | 0.7702 | 0.8776 |
78
+ | No log | 4.1538 | 54 | 0.9271 | 0.4852 | 0.9271 | 0.9629 |
79
+ | No log | 4.3077 | 56 | 0.7361 | 0.6401 | 0.7361 | 0.8579 |
80
+ | No log | 4.4615 | 58 | 0.5948 | 0.6350 | 0.5948 | 0.7712 |
81
+ | No log | 4.6154 | 60 | 0.7468 | 0.6382 | 0.7468 | 0.8642 |
82
+ | No log | 4.7692 | 62 | 0.7357 | 0.6565 | 0.7357 | 0.8577 |
83
+ | No log | 4.9231 | 64 | 0.6131 | 0.6509 | 0.6131 | 0.7830 |
84
+ | No log | 5.0769 | 66 | 0.5878 | 0.6664 | 0.5878 | 0.7667 |
85
+ | No log | 5.2308 | 68 | 0.5907 | 0.6628 | 0.5907 | 0.7686 |
86
+ | No log | 5.3846 | 70 | 0.5852 | 0.6374 | 0.5852 | 0.7650 |
87
+ | No log | 5.5385 | 72 | 0.6772 | 0.6678 | 0.6772 | 0.8229 |
88
+ | No log | 5.6923 | 74 | 0.7330 | 0.6291 | 0.7330 | 0.8562 |
89
+ | No log | 5.8462 | 76 | 0.7830 | 0.6201 | 0.7830 | 0.8849 |
90
+ | No log | 6.0 | 78 | 0.7960 | 0.6201 | 0.7960 | 0.8922 |
91
+ | No log | 6.1538 | 80 | 0.6320 | 0.6737 | 0.6320 | 0.7950 |
92
+ | No log | 6.3077 | 82 | 0.5979 | 0.6125 | 0.5979 | 0.7733 |
93
+ | No log | 6.4615 | 84 | 0.6220 | 0.6411 | 0.6220 | 0.7887 |
94
+ | No log | 6.6154 | 86 | 0.6129 | 0.6403 | 0.6129 | 0.7829 |
95
+ | No log | 6.7692 | 88 | 0.5642 | 0.6484 | 0.5642 | 0.7511 |
96
+ | No log | 6.9231 | 90 | 0.5645 | 0.6301 | 0.5645 | 0.7513 |
97
+ | No log | 7.0769 | 92 | 0.5766 | 0.6830 | 0.5766 | 0.7593 |
98
+ | No log | 7.2308 | 94 | 0.6244 | 0.5826 | 0.6244 | 0.7902 |
99
+ | No log | 7.3846 | 96 | 0.8437 | 0.5819 | 0.8437 | 0.9185 |
100
+ | No log | 7.5385 | 98 | 0.7807 | 0.6263 | 0.7807 | 0.8836 |
101
+ | No log | 7.6923 | 100 | 0.5970 | 0.6447 | 0.5970 | 0.7727 |
102
+ | No log | 7.8462 | 102 | 0.6133 | 0.6958 | 0.6133 | 0.7831 |
103
+ | No log | 8.0 | 104 | 0.6207 | 0.6696 | 0.6207 | 0.7878 |
104
+ | No log | 8.1538 | 106 | 0.5666 | 0.6846 | 0.5666 | 0.7527 |
105
+ | No log | 8.3077 | 108 | 0.7925 | 0.6421 | 0.7925 | 0.8902 |
106
+ | No log | 8.4615 | 110 | 1.0515 | 0.4607 | 1.0515 | 1.0254 |
107
+ | No log | 8.6154 | 112 | 0.8762 | 0.5798 | 0.8762 | 0.9361 |
108
+ | No log | 8.7692 | 114 | 0.5839 | 0.6820 | 0.5839 | 0.7642 |
109
+ | No log | 8.9231 | 116 | 0.5703 | 0.6693 | 0.5703 | 0.7552 |
110
+ | No log | 9.0769 | 118 | 0.5803 | 0.6966 | 0.5803 | 0.7618 |
111
+ | No log | 9.2308 | 120 | 0.7264 | 0.5759 | 0.7264 | 0.8523 |
112
+ | No log | 9.3846 | 122 | 0.6685 | 0.5792 | 0.6685 | 0.8176 |
113
+ | No log | 9.5385 | 124 | 0.5733 | 0.6249 | 0.5733 | 0.7571 |
114
+ | No log | 9.6923 | 126 | 0.5725 | 0.6664 | 0.5725 | 0.7566 |
115
+ | No log | 9.8462 | 128 | 0.6026 | 0.6589 | 0.6026 | 0.7763 |
116
+ | No log | 10.0 | 130 | 0.5933 | 0.6564 | 0.5933 | 0.7703 |
117
+ | No log | 10.1538 | 132 | 0.6120 | 0.6464 | 0.6120 | 0.7823 |
118
+ | No log | 10.3077 | 134 | 0.6528 | 0.6828 | 0.6528 | 0.8079 |
119
+ | No log | 10.4615 | 136 | 0.6747 | 0.6451 | 0.6747 | 0.8214 |
120
+ | No log | 10.6154 | 138 | 0.6483 | 0.7063 | 0.6483 | 0.8052 |
121
+ | No log | 10.7692 | 140 | 0.6029 | 0.6853 | 0.6029 | 0.7765 |
122
+ | No log | 10.9231 | 142 | 0.5832 | 0.6748 | 0.5832 | 0.7637 |
123
+ | No log | 11.0769 | 144 | 0.5987 | 0.6516 | 0.5987 | 0.7738 |
124
+ | No log | 11.2308 | 146 | 0.5791 | 0.6625 | 0.5791 | 0.7610 |
125
+ | No log | 11.3846 | 148 | 0.5656 | 0.6733 | 0.5656 | 0.7521 |
126
+ | No log | 11.5385 | 150 | 0.5755 | 0.6857 | 0.5755 | 0.7586 |
127
+ | No log | 11.6923 | 152 | 0.5681 | 0.7034 | 0.5681 | 0.7537 |
128
+ | No log | 11.8462 | 154 | 0.6633 | 0.6442 | 0.6633 | 0.8144 |
129
+ | No log | 12.0 | 156 | 0.7578 | 0.5969 | 0.7578 | 0.8705 |
130
+ | No log | 12.1538 | 158 | 0.7148 | 0.5969 | 0.7148 | 0.8455 |
131
+ | No log | 12.3077 | 160 | 0.5779 | 0.6401 | 0.5779 | 0.7602 |
132
+ | No log | 12.4615 | 162 | 0.5840 | 0.6269 | 0.5840 | 0.7642 |
133
+ | No log | 12.6154 | 164 | 0.6014 | 0.6092 | 0.6014 | 0.7755 |
134
+ | No log | 12.7692 | 166 | 0.5649 | 0.6252 | 0.5649 | 0.7516 |
135
+ | No log | 12.9231 | 168 | 0.5701 | 0.7104 | 0.5701 | 0.7550 |
136
+ | No log | 13.0769 | 170 | 0.6655 | 0.5902 | 0.6655 | 0.8158 |
137
+ | No log | 13.2308 | 172 | 0.6281 | 0.6657 | 0.6281 | 0.7926 |
138
+ | No log | 13.3846 | 174 | 0.5503 | 0.6813 | 0.5503 | 0.7418 |
139
+ | No log | 13.5385 | 176 | 0.6325 | 0.7116 | 0.6325 | 0.7953 |
140
+ | No log | 13.6923 | 178 | 0.6465 | 0.6682 | 0.6465 | 0.8041 |
141
+ | No log | 13.8462 | 180 | 0.5930 | 0.6751 | 0.5930 | 0.7701 |
142
+ | No log | 14.0 | 182 | 0.5565 | 0.6537 | 0.5565 | 0.7460 |
143
+ | No log | 14.1538 | 184 | 0.5784 | 0.6544 | 0.5784 | 0.7605 |
144
+ | No log | 14.3077 | 186 | 0.6012 | 0.6704 | 0.6012 | 0.7754 |
145
+ | No log | 14.4615 | 188 | 0.6015 | 0.7285 | 0.6015 | 0.7756 |
146
+ | No log | 14.6154 | 190 | 0.5778 | 0.7077 | 0.5778 | 0.7601 |
147
+ | No log | 14.7692 | 192 | 0.5794 | 0.7070 | 0.5794 | 0.7612 |
148
+ | No log | 14.9231 | 194 | 0.5754 | 0.7178 | 0.5754 | 0.7585 |
149
+ | No log | 15.0769 | 196 | 0.5690 | 0.6995 | 0.5690 | 0.7543 |
150
+ | No log | 15.2308 | 198 | 0.5858 | 0.6108 | 0.5858 | 0.7653 |
151
+ | No log | 15.3846 | 200 | 0.5904 | 0.6228 | 0.5904 | 0.7684 |
152
+ | No log | 15.5385 | 202 | 0.5987 | 0.6488 | 0.5987 | 0.7737 |
153
+ | No log | 15.6923 | 204 | 0.5743 | 0.7272 | 0.5743 | 0.7578 |
154
+ | No log | 15.8462 | 206 | 0.6122 | 0.6649 | 0.6122 | 0.7824 |
155
+ | No log | 16.0 | 208 | 0.6875 | 0.6274 | 0.6875 | 0.8292 |
156
+ | No log | 16.1538 | 210 | 0.6686 | 0.6395 | 0.6686 | 0.8177 |
157
+ | No log | 16.3077 | 212 | 0.5982 | 0.7283 | 0.5982 | 0.7734 |
158
+ | No log | 16.4615 | 214 | 0.5831 | 0.6949 | 0.5831 | 0.7636 |
159
+ | No log | 16.6154 | 216 | 0.5817 | 0.5817 | 0.5817 | 0.7627 |
160
+ | No log | 16.7692 | 218 | 0.5832 | 0.6134 | 0.5832 | 0.7637 |
161
+ | No log | 16.9231 | 220 | 0.5689 | 0.6133 | 0.5689 | 0.7542 |
162
+ | No log | 17.0769 | 222 | 0.5759 | 0.6239 | 0.5759 | 0.7589 |
163
+ | No log | 17.2308 | 224 | 0.5835 | 0.6133 | 0.5835 | 0.7638 |
164
+ | No log | 17.3846 | 226 | 0.5991 | 0.5714 | 0.5991 | 0.7740 |
165
+ | No log | 17.5385 | 228 | 0.5765 | 0.6537 | 0.5765 | 0.7593 |
166
+ | No log | 17.6923 | 230 | 0.5775 | 0.6830 | 0.5775 | 0.7599 |
167
+ | No log | 17.8462 | 232 | 0.5615 | 0.6464 | 0.5615 | 0.7494 |
168
+ | No log | 18.0 | 234 | 0.5622 | 0.6350 | 0.5622 | 0.7498 |
169
+ | No log | 18.1538 | 236 | 0.5584 | 0.6417 | 0.5584 | 0.7473 |
170
+ | No log | 18.3077 | 238 | 0.5373 | 0.6500 | 0.5373 | 0.7330 |
171
+ | No log | 18.4615 | 240 | 0.5372 | 0.6575 | 0.5372 | 0.7329 |
172
+ | No log | 18.6154 | 242 | 0.6069 | 0.6072 | 0.6069 | 0.7790 |
173
+ | No log | 18.7692 | 244 | 0.7254 | 0.6413 | 0.7254 | 0.8517 |
174
+ | No log | 18.9231 | 246 | 0.7541 | 0.6055 | 0.7541 | 0.8684 |
175
+ | No log | 19.0769 | 248 | 0.7341 | 0.6175 | 0.7341 | 0.8568 |
176
+ | No log | 19.2308 | 250 | 0.6155 | 0.6780 | 0.6155 | 0.7845 |
177
+ | No log | 19.3846 | 252 | 0.5495 | 0.6764 | 0.5495 | 0.7413 |
178
+ | No log | 19.5385 | 254 | 0.5554 | 0.6764 | 0.5554 | 0.7452 |
179
+ | No log | 19.6923 | 256 | 0.5417 | 0.6619 | 0.5417 | 0.7360 |
180
+ | No log | 19.8462 | 258 | 0.5420 | 0.6460 | 0.5420 | 0.7362 |
181
+ | No log | 20.0 | 260 | 0.5511 | 0.6046 | 0.5511 | 0.7424 |
182
+ | No log | 20.1538 | 262 | 0.5556 | 0.5845 | 0.5556 | 0.7454 |
183
+ | No log | 20.3077 | 264 | 0.5543 | 0.6479 | 0.5543 | 0.7445 |
184
+ | No log | 20.4615 | 266 | 0.5785 | 0.6865 | 0.5785 | 0.7606 |
185
+ | No log | 20.6154 | 268 | 0.5913 | 0.6948 | 0.5913 | 0.7690 |
186
+ | No log | 20.7692 | 270 | 0.5814 | 0.6693 | 0.5814 | 0.7625 |
187
+ | No log | 20.9231 | 272 | 0.5713 | 0.6916 | 0.5713 | 0.7558 |
188
+ | No log | 21.0769 | 274 | 0.5974 | 0.6281 | 0.5974 | 0.7729 |
189
+ | No log | 21.2308 | 276 | 0.6067 | 0.6107 | 0.6067 | 0.7789 |
190
+ | No log | 21.3846 | 278 | 0.5770 | 0.6325 | 0.5770 | 0.7596 |
191
+ | No log | 21.5385 | 280 | 0.5663 | 0.6672 | 0.5663 | 0.7526 |
192
+ | No log | 21.6923 | 282 | 0.5757 | 0.6347 | 0.5757 | 0.7587 |
193
+ | No log | 21.8462 | 284 | 0.5810 | 0.6648 | 0.5810 | 0.7622 |
194
+ | No log | 22.0 | 286 | 0.5655 | 0.6455 | 0.5655 | 0.7520 |
195
+ | No log | 22.1538 | 288 | 0.5568 | 0.6545 | 0.5568 | 0.7462 |
196
+ | No log | 22.3077 | 290 | 0.5663 | 0.6134 | 0.5663 | 0.7526 |
197
+ | No log | 22.4615 | 292 | 0.5687 | 0.5771 | 0.5687 | 0.7541 |
198
+ | No log | 22.6154 | 294 | 0.5646 | 0.5950 | 0.5646 | 0.7514 |
199
+ | No log | 22.7692 | 296 | 0.5629 | 0.6500 | 0.5629 | 0.7503 |
200
+ | No log | 22.9231 | 298 | 0.6052 | 0.6612 | 0.6052 | 0.7779 |
201
+ | No log | 23.0769 | 300 | 0.6843 | 0.6662 | 0.6843 | 0.8272 |
202
+ | No log | 23.2308 | 302 | 0.6842 | 0.6688 | 0.6842 | 0.8272 |
203
+ | No log | 23.3846 | 304 | 0.6432 | 0.6615 | 0.6432 | 0.8020 |
204
+ | No log | 23.5385 | 306 | 0.6146 | 0.6630 | 0.6146 | 0.7840 |
205
+ | No log | 23.6923 | 308 | 0.5941 | 0.6552 | 0.5941 | 0.7708 |
206
+ | No log | 23.8462 | 310 | 0.5795 | 0.6465 | 0.5795 | 0.7612 |
207
+ | No log | 24.0 | 312 | 0.6105 | 0.6402 | 0.6105 | 0.7813 |
208
+ | No log | 24.1538 | 314 | 0.6413 | 0.6421 | 0.6413 | 0.8008 |
209
+ | No log | 24.3077 | 316 | 0.5939 | 0.6215 | 0.5939 | 0.7706 |
210
+ | No log | 24.4615 | 318 | 0.5512 | 0.5771 | 0.5512 | 0.7425 |
211
+ | No log | 24.6154 | 320 | 0.5393 | 0.6753 | 0.5393 | 0.7344 |
212
+ | No log | 24.7692 | 322 | 0.5468 | 0.6641 | 0.5468 | 0.7395 |
213
+ | No log | 24.9231 | 324 | 0.5615 | 0.6929 | 0.5615 | 0.7493 |
214
+ | No log | 25.0769 | 326 | 0.5513 | 0.7253 | 0.5513 | 0.7425 |
215
+ | No log | 25.2308 | 328 | 0.5967 | 0.6818 | 0.5967 | 0.7725 |
216
+ | No log | 25.3846 | 330 | 0.6678 | 0.6427 | 0.6678 | 0.8172 |
217
+ | No log | 25.5385 | 332 | 0.6695 | 0.6450 | 0.6695 | 0.8182 |
218
+ | No log | 25.6923 | 334 | 0.6018 | 0.6899 | 0.6018 | 0.7757 |
219
+ | No log | 25.8462 | 336 | 0.5466 | 0.6830 | 0.5466 | 0.7393 |
220
+ | No log | 26.0 | 338 | 0.5785 | 0.6779 | 0.5785 | 0.7606 |
221
+ | No log | 26.1538 | 340 | 0.6052 | 0.6469 | 0.6052 | 0.7779 |
222
+ | No log | 26.3077 | 342 | 0.5917 | 0.6779 | 0.5917 | 0.7692 |
223
+ | No log | 26.4615 | 344 | 0.5733 | 0.6681 | 0.5733 | 0.7572 |
224
+ | No log | 26.6154 | 346 | 0.6050 | 0.5748 | 0.6050 | 0.7778 |
225
+ | No log | 26.7692 | 348 | 0.6243 | 0.6080 | 0.6243 | 0.7901 |
226
+ | No log | 26.9231 | 350 | 0.6025 | 0.6115 | 0.6025 | 0.7762 |
227
+ | No log | 27.0769 | 352 | 0.5709 | 0.6433 | 0.5709 | 0.7556 |
228
+ | No log | 27.2308 | 354 | 0.5720 | 0.6641 | 0.5720 | 0.7563 |
229
+ | No log | 27.3846 | 356 | 0.5662 | 0.6641 | 0.5662 | 0.7525 |
230
+ | No log | 27.5385 | 358 | 0.5768 | 0.6154 | 0.5768 | 0.7595 |
231
+ | No log | 27.6923 | 360 | 0.6460 | 0.6226 | 0.6460 | 0.8037 |
232
+ | No log | 27.8462 | 362 | 0.7496 | 0.6111 | 0.7496 | 0.8658 |
233
+ | No log | 28.0 | 364 | 0.7838 | 0.5260 | 0.7838 | 0.8853 |
234
+ | No log | 28.1538 | 366 | 0.7476 | 0.5868 | 0.7476 | 0.8646 |
235
+ | No log | 28.3077 | 368 | 0.6393 | 0.6525 | 0.6393 | 0.7996 |
236
+ | No log | 28.4615 | 370 | 0.5874 | 0.6393 | 0.5874 | 0.7664 |
237
+ | No log | 28.6154 | 372 | 0.5699 | 0.6433 | 0.5699 | 0.7549 |
238
+ | No log | 28.7692 | 374 | 0.5760 | 0.6227 | 0.5760 | 0.7589 |
239
+ | No log | 28.9231 | 376 | 0.5919 | 0.6278 | 0.5919 | 0.7693 |
240
+ | No log | 29.0769 | 378 | 0.6046 | 0.6119 | 0.6046 | 0.7775 |
241
+ | No log | 29.2308 | 380 | 0.6040 | 0.5917 | 0.6040 | 0.7772 |
242
+ | No log | 29.3846 | 382 | 0.5934 | 0.6129 | 0.5934 | 0.7703 |
243
+ | No log | 29.5385 | 384 | 0.5753 | 0.5856 | 0.5753 | 0.7585 |
244
+ | No log | 29.6923 | 386 | 0.5826 | 0.6262 | 0.5826 | 0.7633 |
245
+ | No log | 29.8462 | 388 | 0.5972 | 0.6276 | 0.5972 | 0.7728 |
246
+ | No log | 30.0 | 390 | 0.5955 | 0.6262 | 0.5955 | 0.7717 |
247
+ | No log | 30.1538 | 392 | 0.5883 | 0.6433 | 0.5883 | 0.7670 |
248
+ | No log | 30.3077 | 394 | 0.5933 | 0.6046 | 0.5933 | 0.7702 |
249
+ | No log | 30.4615 | 396 | 0.5941 | 0.6262 | 0.5941 | 0.7708 |
250
+ | No log | 30.6154 | 398 | 0.5998 | 0.6276 | 0.5998 | 0.7744 |
251
+ | No log | 30.7692 | 400 | 0.6212 | 0.6361 | 0.6212 | 0.7882 |
252
+ | No log | 30.9231 | 402 | 0.6144 | 0.6328 | 0.6144 | 0.7838 |
253
+ | No log | 31.0769 | 404 | 0.5850 | 0.6397 | 0.5850 | 0.7649 |
254
+ | No log | 31.2308 | 406 | 0.5644 | 0.6157 | 0.5644 | 0.7513 |
255
+ | No log | 31.3846 | 408 | 0.5671 | 0.6619 | 0.5671 | 0.7530 |
256
+ | No log | 31.5385 | 410 | 0.5799 | 0.6636 | 0.5799 | 0.7615 |
257
+ | No log | 31.6923 | 412 | 0.5779 | 0.6890 | 0.5779 | 0.7602 |
258
+ | No log | 31.8462 | 414 | 0.5679 | 0.6593 | 0.5679 | 0.7536 |
259
+ | No log | 32.0 | 416 | 0.5616 | 0.6288 | 0.5616 | 0.7494 |
260
+ | No log | 32.1538 | 418 | 0.5638 | 0.6288 | 0.5638 | 0.7509 |
261
+ | No log | 32.3077 | 420 | 0.5669 | 0.6288 | 0.5669 | 0.7529 |
262
+ | No log | 32.4615 | 422 | 0.5690 | 0.5887 | 0.5690 | 0.7543 |
263
+ | No log | 32.6154 | 424 | 0.5768 | 0.6593 | 0.5768 | 0.7595 |
264
+ | No log | 32.7692 | 426 | 0.6088 | 0.6174 | 0.6088 | 0.7803 |
265
+ | No log | 32.9231 | 428 | 0.6137 | 0.6174 | 0.6137 | 0.7834 |
266
+ | No log | 33.0769 | 430 | 0.5867 | 0.6278 | 0.5867 | 0.7660 |
267
+ | No log | 33.2308 | 432 | 0.5761 | 0.6288 | 0.5761 | 0.7590 |
268
+ | No log | 33.3846 | 434 | 0.5969 | 0.6397 | 0.5969 | 0.7726 |
269
+ | No log | 33.5385 | 436 | 0.6030 | 0.6493 | 0.6030 | 0.7765 |
270
+ | No log | 33.6923 | 438 | 0.5910 | 0.6380 | 0.5910 | 0.7688 |
271
+ | No log | 33.8462 | 440 | 0.5638 | 0.6537 | 0.5638 | 0.7509 |
272
+ | No log | 34.0 | 442 | 0.5585 | 0.6249 | 0.5585 | 0.7473 |
273
+ | No log | 34.1538 | 444 | 0.5610 | 0.6593 | 0.5610 | 0.7490 |
274
+ | No log | 34.3077 | 446 | 0.5793 | 0.6256 | 0.5793 | 0.7611 |
275
+ | No log | 34.4615 | 448 | 0.5802 | 0.6368 | 0.5802 | 0.7617 |
276
+ | No log | 34.6154 | 450 | 0.5685 | 0.6358 | 0.5685 | 0.7540 |
277
+ | No log | 34.7692 | 452 | 0.5519 | 0.6259 | 0.5519 | 0.7429 |
278
+ | No log | 34.9231 | 454 | 0.5660 | 0.6335 | 0.5660 | 0.7523 |
279
+ | No log | 35.0769 | 456 | 0.6022 | 0.5986 | 0.6022 | 0.7760 |
280
+ | No log | 35.2308 | 458 | 0.6049 | 0.5986 | 0.6049 | 0.7778 |
281
+ | No log | 35.3846 | 460 | 0.5716 | 0.6278 | 0.5716 | 0.7560 |
282
+ | No log | 35.5385 | 462 | 0.5518 | 0.6720 | 0.5518 | 0.7428 |
283
+ | No log | 35.6923 | 464 | 0.5799 | 0.7286 | 0.5799 | 0.7615 |
284
+ | No log | 35.8462 | 466 | 0.6108 | 0.6826 | 0.6108 | 0.7815 |
285
+ | No log | 36.0 | 468 | 0.5992 | 0.6661 | 0.5992 | 0.7741 |
286
+ | No log | 36.1538 | 470 | 0.5706 | 0.6659 | 0.5706 | 0.7554 |
287
+ | No log | 36.3077 | 472 | 0.5772 | 0.6680 | 0.5772 | 0.7597 |
288
+ | No log | 36.4615 | 474 | 0.5926 | 0.6455 | 0.5926 | 0.7698 |
289
+ | No log | 36.6154 | 476 | 0.5996 | 0.6455 | 0.5996 | 0.7743 |
290
+ | No log | 36.7692 | 478 | 0.5869 | 0.6356 | 0.5869 | 0.7661 |
291
+ | No log | 36.9231 | 480 | 0.5651 | 0.6500 | 0.5651 | 0.7517 |
292
+ | No log | 37.0769 | 482 | 0.5504 | 0.6680 | 0.5504 | 0.7419 |
293
+ | No log | 37.2308 | 484 | 0.5455 | 0.6720 | 0.5455 | 0.7386 |
294
+ | No log | 37.3846 | 486 | 0.5437 | 0.6330 | 0.5437 | 0.7374 |
295
+ | No log | 37.5385 | 488 | 0.5421 | 0.6442 | 0.5421 | 0.7363 |
296
+ | No log | 37.6923 | 490 | 0.5462 | 0.6442 | 0.5462 | 0.7391 |
297
+ | No log | 37.8462 | 492 | 0.5493 | 0.6770 | 0.5493 | 0.7411 |
298
+ | No log | 38.0 | 494 | 0.5538 | 0.6461 | 0.5538 | 0.7442 |
299
+ | No log | 38.1538 | 496 | 0.5648 | 0.6753 | 0.5648 | 0.7515 |
300
+ | No log | 38.3077 | 498 | 0.5904 | 0.6444 | 0.5904 | 0.7684 |
301
+ | 0.2598 | 38.4615 | 500 | 0.6005 | 0.6552 | 0.6005 | 0.7749 |
302
+ | 0.2598 | 38.6154 | 502 | 0.6394 | 0.6552 | 0.6394 | 0.7996 |
303
+ | 0.2598 | 38.7692 | 504 | 0.6688 | 0.6317 | 0.6688 | 0.8178 |
304
+ | 0.2598 | 38.9231 | 506 | 0.6392 | 0.6411 | 0.6392 | 0.7995 |
305
+ | 0.2598 | 39.0769 | 508 | 0.6166 | 0.6215 | 0.6166 | 0.7852 |
306
+ | 0.2598 | 39.2308 | 510 | 0.5802 | 0.6099 | 0.5802 | 0.7617 |
307
 
308
 
309
  ### Framework versions
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