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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k2_task3_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k1_task3_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k1_task3_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.5330
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- - Qwk: -0.0885
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- - Mse: 1.5330
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- - Rmse: 1.2381
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  ## Model description
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@@ -47,158 +47,258 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.6667 | 2 | 3.7150 | -0.0057 | 3.7150 | 1.9274 |
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- | No log | 1.3333 | 4 | 2.2429 | 0.0431 | 2.2429 | 1.4976 |
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- | No log | 2.0 | 6 | 1.6550 | 0.0147 | 1.6550 | 1.2865 |
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- | No log | 2.6667 | 8 | 1.5632 | -0.0051 | 1.5632 | 1.2503 |
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- | No log | 3.3333 | 10 | 1.2145 | 0.0391 | 1.2145 | 1.1020 |
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- | No log | 4.0 | 12 | 1.4622 | 0.0584 | 1.4622 | 1.2092 |
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- | No log | 4.6667 | 14 | 1.3739 | -0.0245 | 1.3739 | 1.1721 |
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- | No log | 5.3333 | 16 | 1.8290 | 0.0245 | 1.8290 | 1.3524 |
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- | No log | 6.0 | 18 | 2.7398 | -0.0444 | 2.7398 | 1.6552 |
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- | No log | 6.6667 | 20 | 2.4443 | 0.0085 | 2.4443 | 1.5634 |
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- | No log | 7.3333 | 22 | 1.7095 | 0.0200 | 1.7095 | 1.3075 |
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- | No log | 8.0 | 24 | 1.7826 | 0.0181 | 1.7826 | 1.3351 |
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- | No log | 8.6667 | 26 | 2.3441 | -0.0350 | 2.3441 | 1.5311 |
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- | No log | 9.3333 | 28 | 1.8006 | 0.0163 | 1.8006 | 1.3418 |
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- | No log | 10.0 | 30 | 1.3684 | -0.0096 | 1.3684 | 1.1698 |
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- | No log | 10.6667 | 32 | 1.5163 | -0.0756 | 1.5163 | 1.2314 |
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- | No log | 11.3333 | 34 | 2.4190 | -0.0593 | 2.4190 | 1.5553 |
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- | No log | 12.0 | 36 | 2.3930 | -0.0433 | 2.3930 | 1.5469 |
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- | No log | 12.6667 | 38 | 1.9317 | -0.0404 | 1.9317 | 1.3899 |
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- | No log | 13.3333 | 40 | 1.2396 | -0.0735 | 1.2396 | 1.1134 |
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- | No log | 14.0 | 42 | 1.0660 | -0.0818 | 1.0660 | 1.0324 |
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- | No log | 14.6667 | 44 | 1.1604 | -0.0352 | 1.1604 | 1.0772 |
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- | No log | 15.3333 | 46 | 1.8329 | 0.0148 | 1.8329 | 1.3539 |
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- | No log | 16.0 | 48 | 2.4501 | -0.0143 | 2.4501 | 1.5653 |
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- | No log | 16.6667 | 50 | 2.2218 | -0.0286 | 2.2218 | 1.4906 |
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- | No log | 17.3333 | 52 | 1.6470 | -0.0165 | 1.6470 | 1.2834 |
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- | No log | 18.0 | 54 | 1.4077 | -0.0237 | 1.4077 | 1.1865 |
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- | No log | 18.6667 | 56 | 1.4229 | -0.0237 | 1.4229 | 1.1929 |
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- | No log | 19.3333 | 58 | 1.8946 | -0.0688 | 1.8946 | 1.3765 |
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- | No log | 20.0 | 60 | 1.9517 | -0.0688 | 1.9517 | 1.3970 |
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- | No log | 20.6667 | 62 | 1.5407 | -0.0366 | 1.5407 | 1.2413 |
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- | No log | 21.3333 | 64 | 1.1813 | -0.0142 | 1.1813 | 1.0869 |
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- | No log | 22.0 | 66 | 1.3252 | 0.0042 | 1.3252 | 1.1512 |
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- | No log | 22.6667 | 68 | 1.7463 | -0.0458 | 1.7463 | 1.3215 |
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- | No log | 23.3333 | 70 | 1.9613 | -0.0461 | 1.9613 | 1.4004 |
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- | No log | 24.0 | 72 | 1.8016 | -0.0236 | 1.8016 | 1.3422 |
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- | No log | 24.6667 | 74 | 1.6531 | -0.1064 | 1.6531 | 1.2857 |
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- | No log | 25.3333 | 76 | 1.5697 | -0.0288 | 1.5697 | 1.2529 |
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- | No log | 26.0 | 78 | 1.8366 | -0.0625 | 1.8366 | 1.3552 |
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- | No log | 26.6667 | 80 | 2.1480 | -0.0633 | 2.1480 | 1.4656 |
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- | No log | 27.3333 | 82 | 2.1879 | -0.0633 | 2.1879 | 1.4792 |
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- | No log | 28.0 | 84 | 1.8770 | -0.0069 | 1.8770 | 1.3700 |
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- | No log | 28.6667 | 86 | 1.3593 | -0.0288 | 1.3593 | 1.1659 |
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- | No log | 29.3333 | 88 | 1.1785 | -0.0204 | 1.1785 | 1.0856 |
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- | No log | 30.0 | 90 | 1.3096 | -0.0920 | 1.3096 | 1.1444 |
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- | No log | 30.6667 | 92 | 1.5952 | -0.0230 | 1.5952 | 1.2630 |
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- | No log | 31.3333 | 94 | 1.7814 | 0.0154 | 1.7814 | 1.3347 |
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- | No log | 32.0 | 96 | 1.5944 | -0.0146 | 1.5944 | 1.2627 |
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- | No log | 32.6667 | 98 | 1.6305 | -0.0080 | 1.6305 | 1.2769 |
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- | No log | 33.3333 | 100 | 1.9172 | -0.0242 | 1.9172 | 1.3846 |
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- | No log | 34.0 | 102 | 2.2228 | -0.0457 | 2.2228 | 1.4909 |
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- | No log | 34.6667 | 104 | 2.0270 | -0.0443 | 2.0270 | 1.4237 |
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- | No log | 35.3333 | 106 | 1.6676 | 0.0013 | 1.6676 | 1.2913 |
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- | No log | 36.0 | 108 | 1.5496 | 0.0068 | 1.5496 | 1.2448 |
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- | No log | 36.6667 | 110 | 1.4546 | -0.1150 | 1.4546 | 1.2061 |
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- | No log | 37.3333 | 112 | 1.4394 | -0.0630 | 1.4394 | 1.1997 |
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- | No log | 38.0 | 114 | 1.7047 | 0.0186 | 1.7047 | 1.3056 |
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- | No log | 38.6667 | 116 | 1.7555 | 0.0365 | 1.7555 | 1.3249 |
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- | No log | 39.3333 | 118 | 1.4929 | -0.0412 | 1.4929 | 1.2218 |
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- | No log | 40.0 | 120 | 1.3908 | -0.0324 | 1.3908 | 1.1793 |
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- | No log | 40.6667 | 122 | 1.4592 | -0.0412 | 1.4592 | 1.2080 |
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- | No log | 41.3333 | 124 | 1.3763 | -0.0324 | 1.3763 | 1.1731 |
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- | No log | 42.0 | 126 | 1.3700 | -0.0629 | 1.3700 | 1.1705 |
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- | No log | 42.6667 | 128 | 1.4514 | -0.0443 | 1.4514 | 1.2047 |
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- | No log | 43.3333 | 130 | 1.4416 | -0.0443 | 1.4416 | 1.2007 |
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- | No log | 44.0 | 132 | 1.4298 | -0.0712 | 1.4298 | 1.1957 |
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- | No log | 44.6667 | 134 | 1.4377 | -0.0453 | 1.4377 | 1.1990 |
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- | No log | 45.3333 | 136 | 1.4203 | -0.0453 | 1.4203 | 1.1918 |
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- | No log | 46.0 | 138 | 1.3841 | -0.0629 | 1.3841 | 1.1765 |
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- | No log | 46.6667 | 140 | 1.3792 | -0.0344 | 1.3792 | 1.1744 |
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- | No log | 47.3333 | 142 | 1.4287 | -0.0119 | 1.4287 | 1.1953 |
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- | No log | 48.0 | 144 | 1.4893 | -0.0452 | 1.4893 | 1.2204 |
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- | No log | 48.6667 | 146 | 1.5718 | -0.0452 | 1.5718 | 1.2537 |
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- | No log | 49.3333 | 148 | 1.4197 | -0.0687 | 1.4197 | 1.1915 |
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- | No log | 50.0 | 150 | 1.2319 | -0.0568 | 1.2319 | 1.1099 |
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- | No log | 50.6667 | 152 | 1.2680 | 0.0025 | 1.2680 | 1.1261 |
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- | No log | 51.3333 | 154 | 1.3795 | -0.0947 | 1.3795 | 1.1745 |
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- | No log | 52.0 | 156 | 1.6447 | -0.0451 | 1.6447 | 1.2824 |
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- | No log | 52.6667 | 158 | 1.7140 | -0.0681 | 1.7140 | 1.3092 |
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- | No log | 53.3333 | 160 | 1.5299 | -0.0452 | 1.5299 | 1.2369 |
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- | No log | 54.0 | 162 | 1.3123 | -0.0029 | 1.3123 | 1.1455 |
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- | No log | 54.6667 | 164 | 1.2616 | 0.0025 | 1.2616 | 1.1232 |
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- | No log | 55.3333 | 166 | 1.3681 | -0.0647 | 1.3681 | 1.1696 |
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- | No log | 56.0 | 168 | 1.4572 | -0.0697 | 1.4572 | 1.2071 |
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- | No log | 56.6667 | 170 | 1.5916 | -0.0712 | 1.5916 | 1.2616 |
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- | No log | 57.3333 | 172 | 1.6030 | -0.0712 | 1.6030 | 1.2661 |
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- | No log | 58.0 | 174 | 1.4628 | -0.0966 | 1.4628 | 1.2095 |
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- | No log | 58.6667 | 176 | 1.4087 | -0.0966 | 1.4087 | 1.1869 |
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- | No log | 59.3333 | 178 | 1.3296 | -0.0647 | 1.3296 | 1.1531 |
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- | No log | 60.0 | 180 | 1.2196 | -0.0204 | 1.2196 | 1.1043 |
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- | No log | 60.6667 | 182 | 1.1756 | -0.0187 | 1.1756 | 1.0843 |
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- | No log | 61.3333 | 184 | 1.2247 | -0.0862 | 1.2247 | 1.1067 |
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- | No log | 62.0 | 186 | 1.2495 | -0.0268 | 1.2495 | 1.1178 |
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- | No log | 62.6667 | 188 | 1.3921 | -0.0947 | 1.3921 | 1.1799 |
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- | No log | 63.3333 | 190 | 1.5428 | -0.0449 | 1.5428 | 1.2421 |
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- | No log | 64.0 | 192 | 1.7045 | 0.0365 | 1.7045 | 1.3056 |
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- | No log | 64.6667 | 194 | 1.8424 | 0.0130 | 1.8424 | 1.3573 |
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- | No log | 65.3333 | 196 | 1.7952 | 0.0365 | 1.7952 | 1.3398 |
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- | No log | 66.0 | 198 | 1.6889 | -0.0025 | 1.6889 | 1.2996 |
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- | No log | 66.6667 | 200 | 1.6414 | -0.0025 | 1.6414 | 1.2812 |
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- | No log | 67.3333 | 202 | 1.6129 | -0.0025 | 1.6129 | 1.2700 |
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- | No log | 68.0 | 204 | 1.5220 | -0.0645 | 1.5220 | 1.2337 |
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- | No log | 68.6667 | 206 | 1.4838 | -0.0860 | 1.4838 | 1.2181 |
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- | No log | 69.3333 | 208 | 1.4428 | -0.0630 | 1.4428 | 1.2012 |
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- | No log | 70.0 | 210 | 1.3701 | -0.0611 | 1.3701 | 1.1705 |
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- | No log | 70.6667 | 212 | 1.2879 | -0.0550 | 1.2879 | 1.1349 |
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- | No log | 71.3333 | 214 | 1.3061 | -0.0582 | 1.3061 | 1.1428 |
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- | No log | 72.0 | 216 | 1.4053 | -0.1160 | 1.4053 | 1.1854 |
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- | No log | 72.6667 | 218 | 1.5148 | -0.0440 | 1.5148 | 1.2308 |
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- | No log | 73.3333 | 220 | 1.5998 | -0.0448 | 1.5998 | 1.2648 |
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- | No log | 74.0 | 222 | 1.5891 | -0.0448 | 1.5891 | 1.2606 |
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- | No log | 74.6667 | 224 | 1.5375 | -0.0431 | 1.5375 | 1.2400 |
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- | No log | 75.3333 | 226 | 1.5213 | -0.0431 | 1.5213 | 1.2334 |
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- | No log | 76.0 | 228 | 1.5058 | -0.0431 | 1.5058 | 1.2271 |
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- | No log | 76.6667 | 230 | 1.5548 | -0.0440 | 1.5548 | 1.2469 |
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- | No log | 77.3333 | 232 | 1.5895 | -0.0448 | 1.5895 | 1.2608 |
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- | No log | 78.0 | 234 | 1.6629 | -0.0025 | 1.6629 | 1.2895 |
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- | No log | 78.6667 | 236 | 1.6802 | -0.0025 | 1.6802 | 1.2962 |
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- | No log | 79.3333 | 238 | 1.7038 | -0.0025 | 1.7038 | 1.3053 |
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- | No log | 80.0 | 240 | 1.6813 | -0.0025 | 1.6813 | 1.2967 |
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- | No log | 80.6667 | 242 | 1.6391 | -0.0025 | 1.6391 | 1.2803 |
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- | No log | 81.3333 | 244 | 1.5635 | -0.0440 | 1.5635 | 1.2504 |
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- | No log | 82.0 | 246 | 1.4783 | -0.0880 | 1.4783 | 1.2159 |
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- | No log | 82.6667 | 248 | 1.4411 | -0.1138 | 1.4411 | 1.2005 |
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- | No log | 83.3333 | 250 | 1.4004 | -0.1188 | 1.4004 | 1.1834 |
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- | No log | 84.0 | 252 | 1.4030 | -0.1188 | 1.4030 | 1.1845 |
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- | No log | 84.6667 | 254 | 1.4359 | -0.0880 | 1.4359 | 1.1983 |
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- | No log | 85.3333 | 256 | 1.4506 | -0.0880 | 1.4506 | 1.2044 |
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- | No log | 86.0 | 258 | 1.4603 | -0.0880 | 1.4603 | 1.2084 |
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- | No log | 86.6667 | 260 | 1.4757 | -0.0880 | 1.4757 | 1.2148 |
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- | No log | 87.3333 | 262 | 1.4934 | -0.0865 | 1.4934 | 1.2220 |
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- | No log | 88.0 | 264 | 1.4908 | -0.0880 | 1.4908 | 1.2210 |
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- | No log | 88.6667 | 266 | 1.4896 | -0.0880 | 1.4896 | 1.2205 |
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- | No log | 89.3333 | 268 | 1.5073 | -0.0865 | 1.5073 | 1.2277 |
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- | No log | 90.0 | 270 | 1.5139 | -0.0865 | 1.5139 | 1.2304 |
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- | No log | 90.6667 | 272 | 1.5041 | -0.0880 | 1.5041 | 1.2264 |
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- | No log | 91.3333 | 274 | 1.4969 | -0.0913 | 1.4969 | 1.2235 |
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- | No log | 92.0 | 276 | 1.4942 | -0.0913 | 1.4942 | 1.2224 |
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- | No log | 92.6667 | 278 | 1.4984 | -0.0913 | 1.4984 | 1.2241 |
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- | No log | 93.3333 | 280 | 1.5035 | -0.0913 | 1.5035 | 1.2262 |
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- | No log | 94.0 | 282 | 1.4987 | -0.0913 | 1.4987 | 1.2242 |
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- | No log | 94.6667 | 284 | 1.5085 | -0.0913 | 1.5085 | 1.2282 |
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- | No log | 95.3333 | 286 | 1.5220 | -0.0896 | 1.5220 | 1.2337 |
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- | No log | 96.0 | 288 | 1.5250 | -0.0896 | 1.5250 | 1.2349 |
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- | No log | 96.6667 | 290 | 1.5347 | -0.0870 | 1.5347 | 1.2388 |
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- | No log | 97.3333 | 292 | 1.5390 | -0.0870 | 1.5390 | 1.2405 |
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- | No log | 98.0 | 294 | 1.5400 | -0.0870 | 1.5400 | 1.2410 |
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- | No log | 98.6667 | 296 | 1.5368 | -0.0870 | 1.5368 | 1.2397 |
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- | No log | 99.3333 | 298 | 1.5344 | -0.0885 | 1.5344 | 1.2387 |
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- | No log | 100.0 | 300 | 1.5330 | -0.0885 | 1.5330 | 1.2381 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k2_task3_organization
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  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k2_task3_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 1.5348
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+ - Qwk: -0.0638
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+ - Mse: 1.5348
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+ - Rmse: 1.2389
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  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
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+ | No log | 0.4 | 2 | 3.6321 | -0.0154 | 3.6321 | 1.9058 |
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+ | No log | 0.8 | 4 | 2.0741 | 0.0672 | 2.0741 | 1.4402 |
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+ | No log | 1.2 | 6 | 1.4775 | -0.0503 | 1.4775 | 1.2155 |
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+ | No log | 1.6 | 8 | 1.2624 | -0.0247 | 1.2624 | 1.1236 |
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+ | No log | 2.0 | 10 | 0.9762 | 0.0026 | 0.9762 | 0.9880 |
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+ | No log | 2.4 | 12 | 1.2018 | -0.1015 | 1.2018 | 1.0963 |
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+ | No log | 2.8 | 14 | 1.1454 | -0.0423 | 1.1454 | 1.0702 |
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+ | No log | 3.2 | 16 | 1.0873 | -0.0982 | 1.0873 | 1.0427 |
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+ | No log | 3.6 | 18 | 1.4452 | -0.1019 | 1.4452 | 1.2021 |
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+ | No log | 4.0 | 20 | 0.9969 | -0.0200 | 0.9969 | 0.9984 |
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+ | No log | 4.4 | 22 | 0.7550 | 0.0334 | 0.7550 | 0.8689 |
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+ | No log | 4.8 | 24 | 0.8287 | 0.1148 | 0.8287 | 0.9103 |
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+ | No log | 5.2 | 26 | 1.4492 | -0.0677 | 1.4492 | 1.2038 |
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+ | No log | 5.6 | 28 | 1.7623 | -0.0466 | 1.7623 | 1.3275 |
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+ | No log | 6.0 | 30 | 1.1723 | -0.0818 | 1.1723 | 1.0827 |
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+ | No log | 6.4 | 32 | 0.9923 | -0.0391 | 0.9923 | 0.9961 |
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+ | No log | 6.8 | 34 | 1.3402 | -0.0500 | 1.3402 | 1.1577 |
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+ | No log | 7.2 | 36 | 2.4350 | -0.0149 | 2.4350 | 1.5604 |
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+ | No log | 7.6 | 38 | 2.3018 | -0.0260 | 2.3018 | 1.5172 |
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+ | No log | 8.0 | 40 | 1.5049 | -0.0238 | 1.5049 | 1.2268 |
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+ | No log | 8.4 | 42 | 1.3558 | 0.0437 | 1.3558 | 1.1644 |
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+ | No log | 8.8 | 44 | 1.7981 | 0.0 | 1.7981 | 1.3409 |
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+ | No log | 9.2 | 46 | 1.7801 | -0.0189 | 1.7801 | 1.3342 |
75
+ | No log | 9.6 | 48 | 1.2429 | -0.0797 | 1.2429 | 1.1149 |
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+ | No log | 10.0 | 50 | 1.0549 | -0.0408 | 1.0549 | 1.0271 |
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+ | No log | 10.4 | 52 | 1.2963 | -0.0146 | 1.2963 | 1.1386 |
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+ | No log | 10.8 | 54 | 1.8325 | -0.0625 | 1.8325 | 1.3537 |
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+ | No log | 11.2 | 56 | 1.7623 | -0.0403 | 1.7623 | 1.3275 |
80
+ | No log | 11.6 | 58 | 1.2712 | -0.0194 | 1.2712 | 1.1275 |
81
+ | No log | 12.0 | 60 | 1.2794 | 0.0129 | 1.2794 | 1.1311 |
82
+ | No log | 12.4 | 62 | 1.5899 | -0.0647 | 1.5899 | 1.2609 |
83
+ | No log | 12.8 | 64 | 1.5375 | -0.0611 | 1.5375 | 1.2400 |
84
+ | No log | 13.2 | 66 | 1.2548 | 0.0492 | 1.2548 | 1.1202 |
85
+ | No log | 13.6 | 68 | 1.3531 | 0.0098 | 1.3531 | 1.1632 |
86
+ | No log | 14.0 | 70 | 1.8685 | 0.0198 | 1.8685 | 1.3669 |
87
+ | No log | 14.4 | 72 | 1.6653 | -0.0151 | 1.6653 | 1.2905 |
88
+ | No log | 14.8 | 74 | 1.2460 | -0.0451 | 1.2460 | 1.1162 |
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+ | No log | 15.2 | 76 | 1.2619 | -0.0142 | 1.2619 | 1.1233 |
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+ | No log | 15.6 | 78 | 1.3941 | -0.0191 | 1.3941 | 1.1807 |
91
+ | No log | 16.0 | 80 | 1.3740 | 0.0098 | 1.3740 | 1.1722 |
92
+ | No log | 16.4 | 82 | 1.3126 | 0.0121 | 1.3126 | 1.1457 |
93
+ | No log | 16.8 | 84 | 1.2240 | 0.0481 | 1.2240 | 1.1064 |
94
+ | No log | 17.2 | 86 | 1.1945 | 0.0481 | 1.1945 | 1.0929 |
95
+ | No log | 17.6 | 88 | 1.3871 | -0.0029 | 1.3871 | 1.1777 |
96
+ | No log | 18.0 | 90 | 1.7161 | -0.0387 | 1.7161 | 1.3100 |
97
+ | No log | 18.4 | 92 | 1.5895 | 0.0039 | 1.5895 | 1.2608 |
98
+ | No log | 18.8 | 94 | 1.3844 | 0.0315 | 1.3844 | 1.1766 |
99
+ | No log | 19.2 | 96 | 1.1998 | 0.0225 | 1.1998 | 1.0954 |
100
+ | No log | 19.6 | 98 | 1.3324 | 0.0413 | 1.3324 | 1.1543 |
101
+ | No log | 20.0 | 100 | 1.9011 | -0.0626 | 1.9011 | 1.3788 |
102
+ | No log | 20.4 | 102 | 2.1538 | -0.0443 | 2.1538 | 1.4676 |
103
+ | No log | 20.8 | 104 | 1.8204 | -0.0813 | 1.8204 | 1.3492 |
104
+ | No log | 21.2 | 106 | 1.3637 | -0.0519 | 1.3637 | 1.1678 |
105
+ | No log | 21.6 | 108 | 1.3829 | -0.1102 | 1.3829 | 1.1760 |
106
+ | No log | 22.0 | 110 | 1.7146 | -0.0431 | 1.7146 | 1.3094 |
107
+ | No log | 22.4 | 112 | 1.9226 | 0.0164 | 1.9226 | 1.3866 |
108
+ | No log | 22.8 | 114 | 1.6749 | -0.0685 | 1.6749 | 1.2942 |
109
+ | No log | 23.2 | 116 | 1.2097 | 0.0121 | 1.2097 | 1.0999 |
110
+ | No log | 23.6 | 118 | 1.0423 | -0.0787 | 1.0423 | 1.0210 |
111
+ | No log | 24.0 | 120 | 1.1067 | -0.0090 | 1.1067 | 1.0520 |
112
+ | No log | 24.4 | 122 | 1.4162 | -0.0638 | 1.4162 | 1.1901 |
113
+ | No log | 24.8 | 124 | 1.6966 | -0.0025 | 1.6966 | 1.3025 |
114
+ | No log | 25.2 | 126 | 2.0720 | -0.0286 | 2.0720 | 1.4395 |
115
+ | No log | 25.6 | 128 | 1.9702 | -0.0452 | 1.9702 | 1.4036 |
116
+ | No log | 26.0 | 130 | 1.5155 | -0.0111 | 1.5155 | 1.2310 |
117
+ | No log | 26.4 | 132 | 1.1327 | -0.0367 | 1.1327 | 1.0643 |
118
+ | No log | 26.8 | 134 | 1.1148 | -0.0367 | 1.1148 | 1.0558 |
119
+ | No log | 27.2 | 136 | 1.3213 | 0.0159 | 1.3213 | 1.1495 |
120
+ | No log | 27.6 | 138 | 1.7795 | -0.0247 | 1.7795 | 1.3340 |
121
+ | No log | 28.0 | 140 | 1.9684 | -0.0283 | 1.9684 | 1.4030 |
122
+ | No log | 28.4 | 142 | 1.7955 | 0.0128 | 1.7955 | 1.3400 |
123
+ | No log | 28.8 | 144 | 1.4074 | -0.0630 | 1.4074 | 1.1864 |
124
+ | No log | 29.2 | 146 | 1.0932 | -0.0424 | 1.0932 | 1.0456 |
125
+ | No log | 29.6 | 148 | 1.0764 | 0.0015 | 1.0764 | 1.0375 |
126
+ | No log | 30.0 | 150 | 1.2552 | -0.0142 | 1.2552 | 1.1204 |
127
+ | No log | 30.4 | 152 | 1.7032 | -0.0596 | 1.7032 | 1.3051 |
128
+ | No log | 30.8 | 154 | 2.0364 | -0.0428 | 2.0364 | 1.4270 |
129
+ | No log | 31.2 | 156 | 2.0847 | -0.0428 | 2.0847 | 1.4438 |
130
+ | No log | 31.6 | 158 | 1.8129 | -0.0772 | 1.8129 | 1.3465 |
131
+ | No log | 32.0 | 160 | 1.6240 | -0.0802 | 1.6240 | 1.2744 |
132
+ | No log | 32.4 | 162 | 1.3428 | -0.0809 | 1.3428 | 1.1588 |
133
+ | No log | 32.8 | 164 | 1.2374 | -0.1108 | 1.2374 | 1.1124 |
134
+ | No log | 33.2 | 166 | 1.2687 | -0.0550 | 1.2687 | 1.1264 |
135
+ | No log | 33.6 | 168 | 1.3982 | -0.0922 | 1.3982 | 1.1825 |
136
+ | No log | 34.0 | 170 | 1.4199 | -0.0695 | 1.4199 | 1.1916 |
137
+ | No log | 34.4 | 172 | 1.3544 | -0.0941 | 1.3544 | 1.1638 |
138
+ | No log | 34.8 | 174 | 1.4151 | -0.0695 | 1.4151 | 1.1896 |
139
+ | No log | 35.2 | 176 | 1.3101 | -0.0400 | 1.3101 | 1.1446 |
140
+ | No log | 35.6 | 178 | 1.2035 | -0.0297 | 1.2035 | 1.0970 |
141
+ | No log | 36.0 | 180 | 1.1922 | -0.1162 | 1.1922 | 1.0919 |
142
+ | No log | 36.4 | 182 | 1.2636 | -0.1162 | 1.2636 | 1.1241 |
143
+ | No log | 36.8 | 184 | 1.5044 | -0.0654 | 1.5044 | 1.2265 |
144
+ | No log | 37.2 | 186 | 1.7471 | -0.0645 | 1.7471 | 1.3218 |
145
+ | No log | 37.6 | 188 | 1.7231 | -0.0440 | 1.7231 | 1.3127 |
146
+ | No log | 38.0 | 190 | 1.5930 | -0.0685 | 1.5930 | 1.2621 |
147
+ | No log | 38.4 | 192 | 1.4225 | -0.0411 | 1.4225 | 1.1927 |
148
+ | No log | 38.8 | 194 | 1.3512 | -0.0655 | 1.3512 | 1.1624 |
149
+ | No log | 39.2 | 196 | 1.1766 | -0.0297 | 1.1766 | 1.0847 |
150
+ | No log | 39.6 | 198 | 1.1284 | 0.0044 | 1.1284 | 1.0623 |
151
+ | No log | 40.0 | 200 | 1.2612 | -0.0647 | 1.2612 | 1.1230 |
152
+ | No log | 40.4 | 202 | 1.4622 | -0.0685 | 1.4622 | 1.2092 |
153
+ | No log | 40.8 | 204 | 1.5113 | -0.0431 | 1.5113 | 1.2293 |
154
+ | No log | 41.2 | 206 | 1.3915 | -0.1094 | 1.3915 | 1.1796 |
155
+ | No log | 41.6 | 208 | 1.3490 | -0.0224 | 1.3490 | 1.1615 |
156
+ | No log | 42.0 | 210 | 1.5284 | -0.0838 | 1.5284 | 1.2363 |
157
+ | No log | 42.4 | 212 | 1.8279 | -0.0247 | 1.8279 | 1.3520 |
158
+ | No log | 42.8 | 214 | 1.9406 | -0.0278 | 1.9406 | 1.3930 |
159
+ | No log | 43.2 | 216 | 1.7960 | -0.0069 | 1.7960 | 1.3402 |
160
+ | No log | 43.6 | 218 | 1.4355 | -0.0040 | 1.4355 | 1.1981 |
161
+ | No log | 44.0 | 220 | 1.1458 | -0.0451 | 1.1458 | 1.0704 |
162
+ | No log | 44.4 | 222 | 1.1065 | -0.0336 | 1.1065 | 1.0519 |
163
+ | No log | 44.8 | 224 | 1.1617 | -0.0424 | 1.1617 | 1.0778 |
164
+ | No log | 45.2 | 226 | 1.3616 | -0.0252 | 1.3616 | 1.1669 |
165
+ | No log | 45.6 | 228 | 1.7002 | -0.0242 | 1.7002 | 1.3039 |
166
+ | No log | 46.0 | 230 | 1.8570 | -0.0081 | 1.8570 | 1.3627 |
167
+ | No log | 46.4 | 232 | 1.7916 | -0.0072 | 1.7916 | 1.3385 |
168
+ | No log | 46.8 | 234 | 1.5833 | -0.0603 | 1.5833 | 1.2583 |
169
+ | No log | 47.2 | 236 | 1.3955 | -0.0501 | 1.3955 | 1.1813 |
170
+ | No log | 47.6 | 238 | 1.3575 | -0.0446 | 1.3575 | 1.1651 |
171
+ | No log | 48.0 | 240 | 1.4045 | -0.0199 | 1.4045 | 1.1851 |
172
+ | No log | 48.4 | 242 | 1.5141 | -0.0576 | 1.5141 | 1.2305 |
173
+ | No log | 48.8 | 244 | 1.6629 | -0.0631 | 1.6629 | 1.2895 |
174
+ | No log | 49.2 | 246 | 1.9170 | -0.0447 | 1.9170 | 1.3845 |
175
+ | No log | 49.6 | 248 | 1.9699 | -0.0083 | 1.9699 | 1.4035 |
176
+ | No log | 50.0 | 250 | 1.8830 | 0.0130 | 1.8830 | 1.3722 |
177
+ | No log | 50.4 | 252 | 1.6924 | -0.0458 | 1.6924 | 1.3009 |
178
+ | No log | 50.8 | 254 | 1.4436 | -0.0672 | 1.4436 | 1.2015 |
179
+ | No log | 51.2 | 256 | 1.1592 | 0.0044 | 1.1592 | 1.0767 |
180
+ | No log | 51.6 | 258 | 1.0350 | -0.0362 | 1.0350 | 1.0173 |
181
+ | No log | 52.0 | 260 | 1.0466 | 0.0062 | 1.0466 | 1.0230 |
182
+ | No log | 52.4 | 262 | 1.1653 | -0.0103 | 1.1653 | 1.0795 |
183
+ | No log | 52.8 | 264 | 1.3595 | -0.0303 | 1.3595 | 1.1660 |
184
+ | No log | 53.2 | 266 | 1.6603 | 0.0013 | 1.6603 | 1.2885 |
185
+ | No log | 53.6 | 268 | 1.8501 | -0.0232 | 1.8501 | 1.3602 |
186
+ | No log | 54.0 | 270 | 1.8297 | -0.0242 | 1.8297 | 1.3527 |
187
+ | No log | 54.4 | 272 | 1.7284 | -0.0013 | 1.7284 | 1.3147 |
188
+ | No log | 54.8 | 274 | 1.5157 | -0.0835 | 1.5157 | 1.2311 |
189
+ | No log | 55.2 | 276 | 1.2845 | -0.0844 | 1.2845 | 1.1334 |
190
+ | No log | 55.6 | 278 | 1.1681 | -0.0151 | 1.1681 | 1.0808 |
191
+ | No log | 56.0 | 280 | 1.1209 | 0.0241 | 1.1209 | 1.0587 |
192
+ | No log | 56.4 | 282 | 1.1832 | -0.0557 | 1.1832 | 1.0878 |
193
+ | No log | 56.8 | 284 | 1.3698 | -0.1182 | 1.3698 | 1.1704 |
194
+ | No log | 57.2 | 286 | 1.5537 | -0.0918 | 1.5537 | 1.2465 |
195
+ | No log | 57.6 | 288 | 1.7787 | -0.0447 | 1.7787 | 1.3337 |
196
+ | No log | 58.0 | 290 | 1.9029 | 0.0130 | 1.9029 | 1.3795 |
197
+ | No log | 58.4 | 292 | 1.9121 | 0.0130 | 1.9121 | 1.3828 |
198
+ | No log | 58.8 | 294 | 1.8549 | -0.0464 | 1.8549 | 1.3619 |
199
+ | No log | 59.2 | 296 | 1.7140 | -0.0667 | 1.7140 | 1.3092 |
200
+ | No log | 59.6 | 298 | 1.5173 | -0.0918 | 1.5173 | 1.2318 |
201
+ | No log | 60.0 | 300 | 1.4049 | -0.1150 | 1.4049 | 1.1853 |
202
+ | No log | 60.4 | 302 | 1.2838 | -0.0856 | 1.2838 | 1.1330 |
203
+ | No log | 60.8 | 304 | 1.2663 | -0.0512 | 1.2663 | 1.1253 |
204
+ | No log | 61.2 | 306 | 1.3264 | -0.0838 | 1.3264 | 1.1517 |
205
+ | No log | 61.6 | 308 | 1.4300 | -0.0042 | 1.4300 | 1.1958 |
206
+ | No log | 62.0 | 310 | 1.5037 | -0.0819 | 1.5037 | 1.2263 |
207
+ | No log | 62.4 | 312 | 1.5488 | 0.0066 | 1.5488 | 1.2445 |
208
+ | No log | 62.8 | 314 | 1.5207 | -0.0374 | 1.5207 | 1.2332 |
209
+ | No log | 63.2 | 316 | 1.4877 | -0.0819 | 1.4877 | 1.2197 |
210
+ | No log | 63.6 | 318 | 1.4799 | -0.0095 | 1.4799 | 1.2165 |
211
+ | No log | 64.0 | 320 | 1.4852 | -0.0819 | 1.4852 | 1.2187 |
212
+ | No log | 64.4 | 322 | 1.5068 | -0.0835 | 1.5068 | 1.2275 |
213
+ | No log | 64.8 | 324 | 1.5293 | -0.1067 | 1.5293 | 1.2367 |
214
+ | No log | 65.2 | 326 | 1.5267 | -0.1064 | 1.5267 | 1.2356 |
215
+ | No log | 65.6 | 328 | 1.5593 | -0.0846 | 1.5593 | 1.2487 |
216
+ | No log | 66.0 | 330 | 1.5645 | -0.0645 | 1.5645 | 1.2508 |
217
+ | No log | 66.4 | 332 | 1.5441 | -0.1164 | 1.5441 | 1.2426 |
218
+ | No log | 66.8 | 334 | 1.5528 | -0.1164 | 1.5528 | 1.2461 |
219
+ | No log | 67.2 | 336 | 1.5173 | -0.1453 | 1.5173 | 1.2318 |
220
+ | No log | 67.6 | 338 | 1.4505 | -0.1457 | 1.4505 | 1.2044 |
221
+ | No log | 68.0 | 340 | 1.4425 | -0.1457 | 1.4425 | 1.2010 |
222
+ | No log | 68.4 | 342 | 1.4120 | -0.1457 | 1.4120 | 1.1883 |
223
+ | No log | 68.8 | 344 | 1.3927 | -0.1721 | 1.3927 | 1.1801 |
224
+ | No log | 69.2 | 346 | 1.3980 | -0.1136 | 1.3980 | 1.1824 |
225
+ | No log | 69.6 | 348 | 1.3550 | -0.1673 | 1.3550 | 1.1640 |
226
+ | No log | 70.0 | 350 | 1.3760 | -0.1136 | 1.3760 | 1.1730 |
227
+ | No log | 70.4 | 352 | 1.4059 | -0.0661 | 1.4059 | 1.1857 |
228
+ | No log | 70.8 | 354 | 1.3943 | -0.1416 | 1.3943 | 1.1808 |
229
+ | No log | 71.2 | 356 | 1.3491 | -0.1459 | 1.3491 | 1.1615 |
230
+ | No log | 71.6 | 358 | 1.3019 | -0.0592 | 1.3019 | 1.1410 |
231
+ | No log | 72.0 | 360 | 1.2576 | -0.0260 | 1.2576 | 1.1214 |
232
+ | No log | 72.4 | 362 | 1.2448 | -0.0550 | 1.2448 | 1.1157 |
233
+ | No log | 72.8 | 364 | 1.2459 | -0.0550 | 1.2459 | 1.1162 |
234
+ | No log | 73.2 | 366 | 1.3060 | -0.0582 | 1.3060 | 1.1428 |
235
+ | No log | 73.6 | 368 | 1.3798 | -0.1459 | 1.3798 | 1.1747 |
236
+ | No log | 74.0 | 370 | 1.4474 | -0.0886 | 1.4474 | 1.2031 |
237
+ | No log | 74.4 | 372 | 1.4900 | -0.0918 | 1.4900 | 1.2207 |
238
+ | No log | 74.8 | 374 | 1.5122 | -0.0918 | 1.5122 | 1.2297 |
239
+ | No log | 75.2 | 376 | 1.5752 | -0.0901 | 1.5752 | 1.2551 |
240
+ | No log | 75.6 | 378 | 1.6253 | -0.0660 | 1.6253 | 1.2749 |
241
+ | No log | 76.0 | 380 | 1.6380 | -0.0652 | 1.6380 | 1.2798 |
242
+ | No log | 76.4 | 382 | 1.6329 | -0.0645 | 1.6329 | 1.2779 |
243
+ | No log | 76.8 | 384 | 1.6064 | -0.0645 | 1.6064 | 1.2674 |
244
+ | No log | 77.2 | 386 | 1.5697 | -0.0653 | 1.5697 | 1.2529 |
245
+ | No log | 77.6 | 388 | 1.5304 | -0.0638 | 1.5304 | 1.2371 |
246
+ | No log | 78.0 | 390 | 1.4982 | -0.0864 | 1.4982 | 1.2240 |
247
+ | No log | 78.4 | 392 | 1.4786 | -0.0842 | 1.4786 | 1.2160 |
248
+ | No log | 78.8 | 394 | 1.4715 | -0.0607 | 1.4715 | 1.2131 |
249
+ | No log | 79.2 | 396 | 1.5001 | -0.0864 | 1.5001 | 1.2248 |
250
+ | No log | 79.6 | 398 | 1.5410 | -0.0631 | 1.5410 | 1.2414 |
251
+ | No log | 80.0 | 400 | 1.5845 | -0.0851 | 1.5845 | 1.2588 |
252
+ | No log | 80.4 | 402 | 1.5799 | -0.0618 | 1.5799 | 1.2569 |
253
+ | No log | 80.8 | 404 | 1.5557 | -0.0624 | 1.5557 | 1.2473 |
254
+ | No log | 81.2 | 406 | 1.5293 | -0.0602 | 1.5293 | 1.2367 |
255
+ | No log | 81.6 | 408 | 1.4975 | -0.0600 | 1.4975 | 1.2237 |
256
+ | No log | 82.0 | 410 | 1.4695 | -0.0833 | 1.4695 | 1.2122 |
257
+ | No log | 82.4 | 412 | 1.4463 | -0.0588 | 1.4463 | 1.2026 |
258
+ | No log | 82.8 | 414 | 1.4541 | -0.0864 | 1.4541 | 1.2059 |
259
+ | No log | 83.2 | 416 | 1.4679 | -0.0864 | 1.4679 | 1.2116 |
260
+ | No log | 83.6 | 418 | 1.4661 | -0.0864 | 1.4661 | 1.2108 |
261
+ | No log | 84.0 | 420 | 1.4625 | -0.0864 | 1.4625 | 1.2093 |
262
+ | No log | 84.4 | 422 | 1.4505 | -0.1150 | 1.4505 | 1.2044 |
263
+ | No log | 84.8 | 424 | 1.4524 | -0.1152 | 1.4524 | 1.2052 |
264
+ | No log | 85.2 | 426 | 1.4440 | -0.1152 | 1.4440 | 1.2017 |
265
+ | No log | 85.6 | 428 | 1.4563 | -0.1157 | 1.4563 | 1.2068 |
266
+ | No log | 86.0 | 430 | 1.4692 | -0.0908 | 1.4692 | 1.2121 |
267
+ | No log | 86.4 | 432 | 1.4847 | -0.0646 | 1.4847 | 1.2185 |
268
+ | No log | 86.8 | 434 | 1.4957 | -0.0646 | 1.4957 | 1.2230 |
269
+ | No log | 87.2 | 436 | 1.4928 | -0.0646 | 1.4928 | 1.2218 |
270
+ | No log | 87.6 | 438 | 1.4857 | -0.0646 | 1.4857 | 1.2189 |
271
+ | No log | 88.0 | 440 | 1.4868 | -0.0646 | 1.4868 | 1.2194 |
272
+ | No log | 88.4 | 442 | 1.4908 | -0.0646 | 1.4908 | 1.2210 |
273
+ | No log | 88.8 | 444 | 1.4739 | -0.0646 | 1.4739 | 1.2140 |
274
+ | No log | 89.2 | 446 | 1.4800 | -0.0646 | 1.4800 | 1.2166 |
275
+ | No log | 89.6 | 448 | 1.4891 | -0.0646 | 1.4891 | 1.2203 |
276
+ | No log | 90.0 | 450 | 1.4984 | -0.0880 | 1.4984 | 1.2241 |
277
+ | No log | 90.4 | 452 | 1.5063 | -0.0880 | 1.5063 | 1.2273 |
278
+ | No log | 90.8 | 454 | 1.5005 | -0.0880 | 1.5005 | 1.2250 |
279
+ | No log | 91.2 | 456 | 1.4940 | -0.0646 | 1.4940 | 1.2223 |
280
+ | No log | 91.6 | 458 | 1.4911 | -0.0886 | 1.4911 | 1.2211 |
281
+ | No log | 92.0 | 460 | 1.4887 | -0.0622 | 1.4887 | 1.2201 |
282
+ | No log | 92.4 | 462 | 1.4934 | -0.0622 | 1.4934 | 1.2220 |
283
+ | No log | 92.8 | 464 | 1.5089 | -0.0622 | 1.5089 | 1.2284 |
284
+ | No log | 93.2 | 466 | 1.5143 | -0.0886 | 1.5143 | 1.2306 |
285
+ | No log | 93.6 | 468 | 1.5197 | -0.0886 | 1.5197 | 1.2328 |
286
+ | No log | 94.0 | 470 | 1.5245 | -0.0886 | 1.5245 | 1.2347 |
287
+ | No log | 94.4 | 472 | 1.5337 | -0.0638 | 1.5337 | 1.2384 |
288
+ | No log | 94.8 | 474 | 1.5371 | -0.0638 | 1.5371 | 1.2398 |
289
+ | No log | 95.2 | 476 | 1.5334 | -0.0638 | 1.5334 | 1.2383 |
290
+ | No log | 95.6 | 478 | 1.5315 | -0.0638 | 1.5315 | 1.2375 |
291
+ | No log | 96.0 | 480 | 1.5285 | -0.0886 | 1.5285 | 1.2363 |
292
+ | No log | 96.4 | 482 | 1.5213 | -0.0886 | 1.5213 | 1.2334 |
293
+ | No log | 96.8 | 484 | 1.5175 | -0.0886 | 1.5175 | 1.2319 |
294
+ | No log | 97.2 | 486 | 1.5191 | -0.0886 | 1.5191 | 1.2325 |
295
+ | No log | 97.6 | 488 | 1.5228 | -0.0886 | 1.5228 | 1.2340 |
296
+ | No log | 98.0 | 490 | 1.5282 | -0.0870 | 1.5282 | 1.2362 |
297
+ | No log | 98.4 | 492 | 1.5326 | -0.0638 | 1.5326 | 1.2380 |
298
+ | No log | 98.8 | 494 | 1.5353 | -0.0638 | 1.5353 | 1.2391 |
299
+ | No log | 99.2 | 496 | 1.5355 | -0.0638 | 1.5355 | 1.2392 |
300
+ | No log | 99.6 | 498 | 1.5348 | -0.0638 | 1.5348 | 1.2389 |
301
+ | 0.1474 | 100.0 | 500 | 1.5348 | -0.0638 | 1.5348 | 1.2389 |
302
 
303
 
304
  ### Framework versions