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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k18_task5_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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k17_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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k17_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: 0.9309
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- - Qwk: 0.3483
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- - Mse: 0.9309
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- - Rmse: 0.9648
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  ## Model description
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@@ -47,273 +47,266 @@ 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 | 0.0370 | 2 | 4.0746 | 0.0118 | 4.0746 | 2.0186 |
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- | No log | 0.0741 | 4 | 2.3197 | 0.1122 | 2.3197 | 1.5231 |
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- | No log | 0.1111 | 6 | 1.5419 | 0.0294 | 1.5419 | 1.2417 |
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- | No log | 0.1481 | 8 | 1.6033 | 0.0416 | 1.6033 | 1.2662 |
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- | No log | 0.1852 | 10 | 1.2339 | 0.1460 | 1.2339 | 1.1108 |
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- | No log | 0.2222 | 12 | 1.0530 | 0.2787 | 1.0530 | 1.0262 |
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- | No log | 0.2593 | 14 | 1.1355 | 0.1738 | 1.1355 | 1.0656 |
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- | No log | 0.2963 | 16 | 1.2838 | 0.0 | 1.2838 | 1.1330 |
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- | No log | 0.3333 | 18 | 1.3371 | 0.0399 | 1.3371 | 1.1563 |
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- | No log | 0.3704 | 20 | 1.2726 | 0.0496 | 1.2726 | 1.1281 |
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- | No log | 0.4074 | 22 | 1.0804 | 0.2150 | 1.0804 | 1.0394 |
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- | No log | 0.4444 | 24 | 0.9689 | 0.3139 | 0.9689 | 0.9843 |
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- | No log | 0.4815 | 26 | 0.9121 | 0.3795 | 0.9121 | 0.9550 |
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- | No log | 0.5185 | 28 | 1.1591 | 0.1322 | 1.1591 | 1.0766 |
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- | No log | 0.5556 | 30 | 1.2844 | 0.1187 | 1.2844 | 1.1333 |
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- | No log | 0.5926 | 32 | 1.0284 | 0.2513 | 1.0284 | 1.0141 |
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- | No log | 0.6296 | 34 | 0.9979 | 0.3184 | 0.9979 | 0.9989 |
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- | No log | 0.6667 | 36 | 1.0641 | 0.2100 | 1.0641 | 1.0316 |
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- | No log | 0.7037 | 38 | 1.2277 | 0.1187 | 1.2277 | 1.1080 |
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- | No log | 0.7407 | 40 | 1.1566 | 0.1460 | 1.1566 | 1.0754 |
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- | No log | 0.7778 | 42 | 1.1112 | 0.2074 | 1.1112 | 1.0541 |
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- | No log | 0.8148 | 44 | 1.0997 | 0.2441 | 1.0997 | 1.0486 |
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- | No log | 0.8519 | 46 | 1.0647 | 0.2049 | 1.0647 | 1.0319 |
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- | No log | 0.8889 | 48 | 1.0423 | 0.2293 | 1.0423 | 1.0209 |
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- | No log | 0.9259 | 50 | 1.0636 | 0.2687 | 1.0636 | 1.0313 |
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- | No log | 0.9630 | 52 | 1.2205 | 0.1991 | 1.2205 | 1.1048 |
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- | No log | 1.0 | 54 | 1.2706 | 0.2133 | 1.2706 | 1.1272 |
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- | No log | 1.0370 | 56 | 1.2094 | 0.2808 | 1.2094 | 1.0997 |
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- | No log | 1.0741 | 58 | 1.0683 | 0.3188 | 1.0683 | 1.0336 |
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- | No log | 1.1111 | 60 | 1.0754 | 0.1962 | 1.0754 | 1.0370 |
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- | No log | 1.1481 | 62 | 1.0609 | 0.2365 | 1.0609 | 1.0300 |
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- | No log | 1.1852 | 64 | 1.0242 | 0.3133 | 1.0242 | 1.0120 |
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- | No log | 1.2222 | 66 | 1.0905 | 0.3329 | 1.0905 | 1.0443 |
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- | No log | 1.2593 | 68 | 1.0516 | 0.3084 | 1.0516 | 1.0255 |
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- | No log | 1.2963 | 70 | 1.0082 | 0.3172 | 1.0082 | 1.0041 |
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- | No log | 1.3333 | 72 | 1.0786 | 0.1532 | 1.0786 | 1.0385 |
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- | No log | 1.3704 | 74 | 1.0393 | 0.2291 | 1.0393 | 1.0194 |
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- | No log | 1.4074 | 76 | 1.0585 | 0.3066 | 1.0585 | 1.0288 |
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- | No log | 1.4444 | 78 | 1.1233 | 0.2686 | 1.1233 | 1.0599 |
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- | No log | 1.4815 | 80 | 1.0438 | 0.2507 | 1.0438 | 1.0217 |
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- | No log | 1.5185 | 82 | 1.0178 | 0.2114 | 1.0178 | 1.0089 |
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- | No log | 1.5556 | 84 | 1.0044 | 0.2618 | 1.0044 | 1.0022 |
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- | No log | 1.5926 | 86 | 0.9474 | 0.2572 | 0.9474 | 0.9733 |
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- | No log | 1.6296 | 88 | 0.9165 | 0.3097 | 0.9165 | 0.9574 |
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- | No log | 1.6667 | 90 | 0.9098 | 0.3230 | 0.9098 | 0.9538 |
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- | No log | 1.7037 | 92 | 0.9408 | 0.3070 | 0.9408 | 0.9699 |
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- | No log | 1.7407 | 94 | 1.0572 | 0.3643 | 1.0572 | 1.0282 |
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- | No log | 1.7778 | 96 | 0.9826 | 0.3067 | 0.9826 | 0.9913 |
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- | No log | 1.8148 | 98 | 0.9179 | 0.3030 | 0.9179 | 0.9581 |
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- | No log | 1.8519 | 100 | 0.8791 | 0.3229 | 0.8791 | 0.9376 |
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- | No log | 1.8889 | 102 | 0.9671 | 0.4089 | 0.9671 | 0.9834 |
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- | No log | 1.9259 | 104 | 0.9843 | 0.4089 | 0.9843 | 0.9921 |
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- | No log | 1.9630 | 106 | 1.0034 | 0.4089 | 1.0034 | 1.0017 |
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- | No log | 2.0 | 108 | 1.0185 | 0.4588 | 1.0185 | 1.0092 |
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- | No log | 2.0370 | 110 | 0.9960 | 0.4823 | 0.9960 | 0.9980 |
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- | No log | 2.0741 | 112 | 1.0001 | 0.4620 | 1.0001 | 1.0001 |
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- | No log | 2.1111 | 114 | 0.9592 | 0.4102 | 0.9592 | 0.9794 |
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- | No log | 2.1481 | 116 | 1.0191 | 0.4268 | 1.0191 | 1.0095 |
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- | No log | 2.1852 | 118 | 0.9768 | 0.3448 | 0.9768 | 0.9883 |
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- | No log | 2.2222 | 120 | 1.1717 | 0.3935 | 1.1717 | 1.0824 |
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- | No log | 2.2593 | 122 | 1.2510 | 0.3445 | 1.2510 | 1.1185 |
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- | No log | 2.2963 | 124 | 1.0306 | 0.4334 | 1.0306 | 1.0152 |
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- | No log | 2.3333 | 126 | 0.9067 | 0.3627 | 0.9067 | 0.9522 |
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- | No log | 2.3704 | 128 | 1.0391 | 0.4288 | 1.0391 | 1.0194 |
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- | No log | 2.4074 | 130 | 0.9477 | 0.2986 | 0.9477 | 0.9735 |
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- | No log | 2.4444 | 132 | 0.8563 | 0.3693 | 0.8563 | 0.9253 |
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- | No log | 2.4815 | 134 | 0.9392 | 0.3229 | 0.9392 | 0.9691 |
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- | No log | 2.5185 | 136 | 0.9425 | 0.4119 | 0.9425 | 0.9708 |
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- | No log | 2.5556 | 138 | 0.9395 | 0.3711 | 0.9395 | 0.9693 |
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- | No log | 2.5926 | 140 | 0.9872 | 0.3983 | 0.9872 | 0.9936 |
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- | No log | 2.6296 | 142 | 1.0200 | 0.3590 | 1.0200 | 1.0100 |
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- | No log | 2.6667 | 144 | 1.1855 | 0.4096 | 1.1855 | 1.0888 |
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- | No log | 2.7037 | 146 | 1.2072 | 0.3723 | 1.2072 | 1.0987 |
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- | No log | 2.7407 | 148 | 1.1432 | 0.3820 | 1.1432 | 1.0692 |
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- | No log | 2.7778 | 150 | 1.1854 | 0.3484 | 1.1854 | 1.0888 |
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- | No log | 2.8148 | 152 | 1.1163 | 0.3167 | 1.1163 | 1.0566 |
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- | No log | 2.8519 | 154 | 1.2019 | 0.3552 | 1.2019 | 1.0963 |
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- | No log | 2.8889 | 156 | 1.4508 | 0.2567 | 1.4508 | 1.2045 |
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- | No log | 2.9259 | 158 | 1.3139 | 0.3015 | 1.3139 | 1.1463 |
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- | No log | 2.9630 | 160 | 1.0327 | 0.2871 | 1.0327 | 1.0162 |
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- | No log | 3.0 | 162 | 1.0025 | 0.4019 | 1.0025 | 1.0012 |
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- | No log | 3.0370 | 164 | 0.9578 | 0.3457 | 0.9578 | 0.9787 |
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- | No log | 3.0741 | 166 | 1.0294 | 0.3710 | 1.0294 | 1.0146 |
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- | No log | 3.1111 | 168 | 1.0655 | 0.4218 | 1.0655 | 1.0322 |
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- | No log | 3.1481 | 170 | 1.0051 | 0.3383 | 1.0051 | 1.0025 |
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- | No log | 3.1852 | 172 | 0.9176 | 0.3151 | 0.9176 | 0.9579 |
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- | No log | 3.2222 | 174 | 0.9458 | 0.3651 | 0.9458 | 0.9725 |
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- | No log | 3.2593 | 176 | 0.9462 | 0.3522 | 0.9462 | 0.9727 |
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- | No log | 3.2963 | 178 | 1.0321 | 0.3806 | 1.0321 | 1.0159 |
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- | No log | 3.3333 | 180 | 1.1424 | 0.3961 | 1.1424 | 1.0688 |
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- | No log | 3.3704 | 182 | 1.1758 | 0.3645 | 1.1758 | 1.0843 |
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- | No log | 3.4074 | 184 | 1.1884 | 0.3640 | 1.1884 | 1.0902 |
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- | No log | 3.4444 | 186 | 1.1823 | 0.4016 | 1.1823 | 1.0873 |
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- | No log | 3.4815 | 188 | 1.0982 | 0.3498 | 1.0982 | 1.0480 |
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- | No log | 3.5185 | 190 | 1.0641 | 0.4037 | 1.0641 | 1.0315 |
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- | No log | 3.5556 | 192 | 1.0609 | 0.4343 | 1.0609 | 1.0300 |
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- | No log | 3.5926 | 194 | 1.0674 | 0.4242 | 1.0674 | 1.0331 |
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- | No log | 3.6296 | 196 | 1.1112 | 0.4060 | 1.1112 | 1.0541 |
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- | No log | 3.6667 | 198 | 1.1364 | 0.4276 | 1.1364 | 1.0660 |
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- | No log | 3.7037 | 200 | 1.0660 | 0.4611 | 1.0660 | 1.0325 |
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- | No log | 3.7407 | 202 | 1.0340 | 0.4996 | 1.0340 | 1.0169 |
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- | No log | 3.7778 | 204 | 0.9969 | 0.4996 | 0.9969 | 0.9985 |
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- | No log | 3.8148 | 206 | 0.9657 | 0.3872 | 0.9657 | 0.9827 |
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- | No log | 3.8519 | 208 | 0.9498 | 0.3856 | 0.9498 | 0.9746 |
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- | No log | 3.8889 | 210 | 0.9267 | 0.4011 | 0.9267 | 0.9627 |
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- | No log | 3.9259 | 212 | 0.8994 | 0.4015 | 0.8994 | 0.9484 |
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- | No log | 3.9630 | 214 | 0.8932 | 0.3726 | 0.8932 | 0.9451 |
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- | No log | 4.0 | 216 | 0.9093 | 0.4002 | 0.9093 | 0.9536 |
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- | No log | 4.0370 | 218 | 0.9369 | 0.4331 | 0.9369 | 0.9679 |
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- | No log | 4.0741 | 220 | 0.9130 | 0.4217 | 0.9130 | 0.9555 |
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- | No log | 4.1111 | 222 | 1.0073 | 0.5050 | 1.0073 | 1.0036 |
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- | No log | 4.1481 | 224 | 1.0398 | 0.5222 | 1.0398 | 1.0197 |
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- | No log | 4.1852 | 226 | 0.9383 | 0.4532 | 0.9383 | 0.9687 |
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- | No log | 4.2222 | 228 | 0.9296 | 0.4410 | 0.9296 | 0.9642 |
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- | No log | 4.2593 | 230 | 0.9458 | 0.3621 | 0.9458 | 0.9725 |
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- | No log | 4.2963 | 232 | 0.8672 | 0.3725 | 0.8672 | 0.9312 |
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- | No log | 4.3333 | 234 | 0.8420 | 0.3878 | 0.8420 | 0.9176 |
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- | No log | 4.3704 | 236 | 0.8585 | 0.3682 | 0.8585 | 0.9266 |
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- | No log | 4.4074 | 238 | 0.8869 | 0.3861 | 0.8869 | 0.9418 |
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- | No log | 4.4444 | 240 | 0.8617 | 0.4273 | 0.8617 | 0.9283 |
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- | No log | 4.4815 | 242 | 0.8577 | 0.3980 | 0.8577 | 0.9261 |
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- | No log | 4.5185 | 244 | 0.9132 | 0.5255 | 0.9132 | 0.9556 |
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- | No log | 4.5556 | 246 | 0.9462 | 0.5255 | 0.9462 | 0.9727 |
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- | No log | 4.5926 | 248 | 0.9046 | 0.3977 | 0.9046 | 0.9511 |
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- | No log | 4.6296 | 250 | 0.9324 | 0.4221 | 0.9324 | 0.9656 |
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- | No log | 4.6667 | 252 | 0.9751 | 0.4321 | 0.9751 | 0.9875 |
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- | No log | 4.7037 | 254 | 1.0307 | 0.4736 | 1.0307 | 1.0152 |
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- | No log | 4.7407 | 256 | 1.1550 | 0.4486 | 1.1550 | 1.0747 |
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- | No log | 4.7778 | 258 | 1.1284 | 0.4205 | 1.1284 | 1.0623 |
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- | No log | 4.8148 | 260 | 1.0502 | 0.3715 | 1.0502 | 1.0248 |
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- | No log | 4.8519 | 262 | 1.0288 | 0.3500 | 1.0288 | 1.0143 |
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- | No log | 4.8889 | 264 | 1.0234 | 0.3786 | 1.0234 | 1.0116 |
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- | No log | 4.9259 | 266 | 1.0291 | 0.3680 | 1.0291 | 1.0144 |
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- | No log | 4.9630 | 268 | 1.0502 | 0.4386 | 1.0502 | 1.0248 |
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- | No log | 5.0 | 270 | 1.0151 | 0.3946 | 1.0151 | 1.0075 |
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- | No log | 5.0370 | 272 | 0.9856 | 0.3464 | 0.9856 | 0.9928 |
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- | No log | 5.0741 | 274 | 1.0192 | 0.3680 | 1.0192 | 1.0096 |
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- | No log | 5.1111 | 276 | 1.1067 | 0.3863 | 1.1067 | 1.0520 |
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- | No log | 5.1481 | 278 | 1.1648 | 0.3679 | 1.1648 | 1.0793 |
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- | No log | 5.1852 | 280 | 1.1177 | 0.3813 | 1.1177 | 1.0572 |
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- | No log | 5.2222 | 282 | 1.0290 | 0.4065 | 1.0290 | 1.0144 |
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- | No log | 5.2593 | 284 | 1.0183 | 0.4436 | 1.0183 | 1.0091 |
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- | No log | 5.2963 | 286 | 0.9893 | 0.4052 | 0.9893 | 0.9946 |
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- | No log | 5.3333 | 288 | 0.9790 | 0.4412 | 0.9790 | 0.9894 |
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- | No log | 5.3704 | 290 | 0.9958 | 0.3933 | 0.9958 | 0.9979 |
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- | No log | 5.4074 | 292 | 1.0058 | 0.3711 | 1.0058 | 1.0029 |
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- | No log | 5.4444 | 294 | 1.0369 | 0.4349 | 1.0369 | 1.0183 |
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- | No log | 5.4815 | 296 | 1.0283 | 0.4349 | 1.0283 | 1.0141 |
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- | No log | 5.5185 | 298 | 0.9429 | 0.4555 | 0.9429 | 0.9711 |
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- | No log | 5.5556 | 300 | 0.9226 | 0.4449 | 0.9226 | 0.9605 |
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- | No log | 5.5926 | 302 | 0.9758 | 0.4635 | 0.9758 | 0.9878 |
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- | No log | 5.6296 | 304 | 0.9686 | 0.4567 | 0.9686 | 0.9842 |
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- | No log | 5.6667 | 306 | 0.9656 | 0.4859 | 0.9656 | 0.9826 |
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- | No log | 5.7037 | 308 | 1.0548 | 0.4815 | 1.0548 | 1.0270 |
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- | No log | 5.7407 | 310 | 1.0313 | 0.4625 | 1.0313 | 1.0156 |
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- | No log | 5.7778 | 312 | 0.9753 | 0.4552 | 0.9753 | 0.9876 |
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- | No log | 5.8148 | 314 | 1.0088 | 0.4426 | 1.0088 | 1.0044 |
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- | No log | 5.8519 | 316 | 0.9783 | 0.4376 | 0.9783 | 0.9891 |
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- | No log | 5.8889 | 318 | 0.9939 | 0.4062 | 0.9939 | 0.9969 |
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- | No log | 5.9259 | 320 | 1.0814 | 0.5029 | 1.0814 | 1.0399 |
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- | No log | 5.9630 | 322 | 1.1790 | 0.4642 | 1.1790 | 1.0858 |
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- | No log | 6.0 | 324 | 1.1101 | 0.4359 | 1.1101 | 1.0536 |
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- | No log | 6.0370 | 326 | 1.0175 | 0.4689 | 1.0175 | 1.0087 |
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- | No log | 6.0741 | 328 | 1.0040 | 0.4547 | 1.0040 | 1.0020 |
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- | No log | 6.1111 | 330 | 0.9971 | 0.4659 | 0.9971 | 0.9986 |
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- | No log | 6.1481 | 332 | 0.9715 | 0.4301 | 0.9715 | 0.9857 |
218
- | No log | 6.1852 | 334 | 0.9505 | 0.4366 | 0.9505 | 0.9749 |
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- | No log | 6.2222 | 336 | 0.9549 | 0.4479 | 0.9549 | 0.9772 |
220
- | No log | 6.2593 | 338 | 0.9638 | 0.4484 | 0.9638 | 0.9817 |
221
- | No log | 6.2963 | 340 | 0.9786 | 0.4370 | 0.9786 | 0.9892 |
222
- | No log | 6.3333 | 342 | 0.9663 | 0.4370 | 0.9663 | 0.9830 |
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- | No log | 6.3704 | 344 | 0.9742 | 0.4079 | 0.9742 | 0.9870 |
224
- | No log | 6.4074 | 346 | 0.9457 | 0.3747 | 0.9457 | 0.9725 |
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- | No log | 6.4444 | 348 | 0.8702 | 0.4141 | 0.8702 | 0.9328 |
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- | No log | 6.4815 | 350 | 0.8650 | 0.4033 | 0.8650 | 0.9300 |
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- | No log | 6.5185 | 352 | 0.8643 | 0.3740 | 0.8643 | 0.9297 |
228
- | No log | 6.5556 | 354 | 0.9158 | 0.3634 | 0.9158 | 0.9570 |
229
- | No log | 6.5926 | 356 | 1.0128 | 0.3341 | 1.0128 | 1.0064 |
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- | No log | 6.6296 | 358 | 1.0427 | 0.4403 | 1.0427 | 1.0211 |
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- | No log | 6.6667 | 360 | 1.0292 | 0.4720 | 1.0292 | 1.0145 |
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- | No log | 6.7037 | 362 | 1.0120 | 0.4625 | 1.0120 | 1.0060 |
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- | No log | 6.7407 | 364 | 0.9786 | 0.4527 | 0.9786 | 0.9892 |
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- | No log | 6.7778 | 366 | 0.9787 | 0.4733 | 0.9787 | 0.9893 |
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- | No log | 6.8148 | 368 | 0.9569 | 0.4507 | 0.9569 | 0.9782 |
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- | No log | 6.8519 | 370 | 0.9107 | 0.4726 | 0.9107 | 0.9543 |
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- | No log | 6.8889 | 372 | 0.8702 | 0.4540 | 0.8702 | 0.9328 |
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- | No log | 6.9259 | 374 | 0.8847 | 0.4235 | 0.8847 | 0.9406 |
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- | No log | 6.9630 | 376 | 0.8939 | 0.4345 | 0.8939 | 0.9455 |
240
- | No log | 7.0 | 378 | 0.9275 | 0.4898 | 0.9275 | 0.9631 |
241
- | No log | 7.0370 | 380 | 1.0023 | 0.5182 | 1.0023 | 1.0011 |
242
- | No log | 7.0741 | 382 | 1.0948 | 0.4278 | 1.0948 | 1.0463 |
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- | No log | 7.1111 | 384 | 1.1523 | 0.3759 | 1.1523 | 1.0734 |
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- | No log | 7.1481 | 386 | 1.0680 | 0.4681 | 1.0680 | 1.0334 |
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- | No log | 7.1852 | 388 | 0.9230 | 0.4401 | 0.9230 | 0.9607 |
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- | No log | 7.2222 | 390 | 0.8741 | 0.5427 | 0.8741 | 0.9349 |
247
- | No log | 7.2593 | 392 | 0.8885 | 0.5427 | 0.8885 | 0.9426 |
248
- | No log | 7.2963 | 394 | 0.8962 | 0.4853 | 0.8962 | 0.9467 |
249
- | No log | 7.3333 | 396 | 1.0038 | 0.4482 | 1.0038 | 1.0019 |
250
- | No log | 7.3704 | 398 | 1.0690 | 0.4585 | 1.0690 | 1.0339 |
251
- | No log | 7.4074 | 400 | 1.0528 | 0.4486 | 1.0528 | 1.0261 |
252
- | No log | 7.4444 | 402 | 0.9702 | 0.4945 | 0.9702 | 0.9850 |
253
- | No log | 7.4815 | 404 | 0.9599 | 0.4972 | 0.9599 | 0.9798 |
254
- | No log | 7.5185 | 406 | 0.9387 | 0.4406 | 0.9387 | 0.9689 |
255
- | No log | 7.5556 | 408 | 0.9619 | 0.4048 | 0.9619 | 0.9807 |
256
- | No log | 7.5926 | 410 | 0.9625 | 0.4392 | 0.9625 | 0.9811 |
257
- | No log | 7.6296 | 412 | 0.9065 | 0.4881 | 0.9065 | 0.9521 |
258
- | No log | 7.6667 | 414 | 0.9114 | 0.5347 | 0.9114 | 0.9547 |
259
- | No log | 7.7037 | 416 | 0.9067 | 0.4950 | 0.9067 | 0.9522 |
260
- | No log | 7.7407 | 418 | 0.8895 | 0.5385 | 0.8895 | 0.9431 |
261
- | No log | 7.7778 | 420 | 0.9163 | 0.5660 | 0.9163 | 0.9572 |
262
- | No log | 7.8148 | 422 | 0.8909 | 0.5489 | 0.8909 | 0.9439 |
263
- | No log | 7.8519 | 424 | 0.8838 | 0.4902 | 0.8838 | 0.9401 |
264
- | No log | 7.8889 | 426 | 0.9031 | 0.4911 | 0.9031 | 0.9503 |
265
- | No log | 7.9259 | 428 | 0.9059 | 0.4907 | 0.9059 | 0.9518 |
266
- | No log | 7.9630 | 430 | 0.9093 | 0.4853 | 0.9093 | 0.9535 |
267
- | No log | 8.0 | 432 | 0.8876 | 0.4526 | 0.8876 | 0.9421 |
268
- | No log | 8.0370 | 434 | 0.8686 | 0.4889 | 0.8686 | 0.9320 |
269
- | No log | 8.0741 | 436 | 0.8951 | 0.4556 | 0.8951 | 0.9461 |
270
- | No log | 8.1111 | 438 | 1.0183 | 0.4021 | 1.0183 | 1.0091 |
271
- | No log | 8.1481 | 440 | 0.9824 | 0.4252 | 0.9824 | 0.9911 |
272
- | No log | 8.1852 | 442 | 0.9068 | 0.4632 | 0.9068 | 0.9523 |
273
- | No log | 8.2222 | 444 | 0.9011 | 0.4996 | 0.9011 | 0.9493 |
274
- | No log | 8.2593 | 446 | 0.9474 | 0.5473 | 0.9474 | 0.9733 |
275
- | No log | 8.2963 | 448 | 0.9479 | 0.5267 | 0.9479 | 0.9736 |
276
- | No log | 8.3333 | 450 | 0.9792 | 0.4940 | 0.9792 | 0.9895 |
277
- | No log | 8.3704 | 452 | 1.0485 | 0.4395 | 1.0485 | 1.0240 |
278
- | No log | 8.4074 | 454 | 1.0080 | 0.4517 | 1.0080 | 1.0040 |
279
- | No log | 8.4444 | 456 | 0.9831 | 0.4703 | 0.9831 | 0.9915 |
280
- | No log | 8.4815 | 458 | 1.0717 | 0.4479 | 1.0717 | 1.0352 |
281
- | No log | 8.5185 | 460 | 1.2055 | 0.4331 | 1.2055 | 1.0980 |
282
- | No log | 8.5556 | 462 | 1.1988 | 0.4337 | 1.1988 | 1.0949 |
283
- | No log | 8.5926 | 464 | 1.1413 | 0.4164 | 1.1413 | 1.0683 |
284
- | No log | 8.6296 | 466 | 1.1169 | 0.4203 | 1.1169 | 1.0568 |
285
- | No log | 8.6667 | 468 | 1.1169 | 0.3757 | 1.1169 | 1.0568 |
286
- | No log | 8.7037 | 470 | 1.0860 | 0.4694 | 1.0860 | 1.0421 |
287
- | No log | 8.7407 | 472 | 1.0022 | 0.4276 | 1.0022 | 1.0011 |
288
- | No log | 8.7778 | 474 | 0.9250 | 0.4106 | 0.9250 | 0.9618 |
289
- | No log | 8.8148 | 476 | 0.8820 | 0.4774 | 0.8820 | 0.9392 |
290
- | No log | 8.8519 | 478 | 0.8976 | 0.4321 | 0.8976 | 0.9474 |
291
- | No log | 8.8889 | 480 | 0.9255 | 0.5103 | 0.9255 | 0.9620 |
292
- | No log | 8.9259 | 482 | 1.0502 | 0.4597 | 1.0502 | 1.0248 |
293
- | No log | 8.9630 | 484 | 1.0882 | 0.4405 | 1.0882 | 1.0432 |
294
- | No log | 9.0 | 486 | 1.0868 | 0.4405 | 1.0868 | 1.0425 |
295
- | No log | 9.0370 | 488 | 1.0273 | 0.4719 | 1.0273 | 1.0136 |
296
- | No log | 9.0741 | 490 | 1.0485 | 0.4400 | 1.0485 | 1.0240 |
297
- | No log | 9.1111 | 492 | 1.0108 | 0.4805 | 1.0108 | 1.0054 |
298
- | No log | 9.1481 | 494 | 0.9045 | 0.4708 | 0.9045 | 0.9510 |
299
- | No log | 9.1852 | 496 | 0.8228 | 0.4861 | 0.8228 | 0.9071 |
300
- | No log | 9.2222 | 498 | 0.7998 | 0.4534 | 0.7998 | 0.8943 |
301
- | 0.3011 | 9.2593 | 500 | 0.8210 | 0.4861 | 0.8210 | 0.9061 |
302
- | 0.3011 | 9.2963 | 502 | 0.9193 | 0.4812 | 0.9193 | 0.9588 |
303
- | 0.3011 | 9.3333 | 504 | 1.0222 | 0.4907 | 1.0222 | 1.0111 |
304
- | 0.3011 | 9.3704 | 506 | 1.0711 | 0.4601 | 1.0711 | 1.0350 |
305
- | 0.3011 | 9.4074 | 508 | 0.9715 | 0.4719 | 0.9715 | 0.9856 |
306
- | 0.3011 | 9.4444 | 510 | 0.9065 | 0.4449 | 0.9065 | 0.9521 |
307
- | 0.3011 | 9.4815 | 512 | 0.8842 | 0.4664 | 0.8842 | 0.9403 |
308
- | 0.3011 | 9.5185 | 514 | 0.9183 | 0.4938 | 0.9183 | 0.9583 |
309
- | 0.3011 | 9.5556 | 516 | 0.9668 | 0.4918 | 0.9668 | 0.9833 |
310
- | 0.3011 | 9.5926 | 518 | 1.0549 | 0.4397 | 1.0549 | 1.0271 |
311
- | 0.3011 | 9.6296 | 520 | 1.0271 | 0.4878 | 1.0271 | 1.0134 |
312
- | 0.3011 | 9.6667 | 522 | 0.9573 | 0.4694 | 0.9573 | 0.9784 |
313
- | 0.3011 | 9.7037 | 524 | 0.8998 | 0.4266 | 0.8998 | 0.9486 |
314
- | 0.3011 | 9.7407 | 526 | 0.8987 | 0.4250 | 0.8987 | 0.9480 |
315
- | 0.3011 | 9.7778 | 528 | 0.9180 | 0.3990 | 0.9180 | 0.9581 |
316
- | 0.3011 | 9.8148 | 530 | 0.9309 | 0.3483 | 0.9309 | 0.9648 |
317
 
318
 
319
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k18_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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k18_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: 0.8512
19
+ - Qwk: 0.3548
20
+ - Mse: 0.8512
21
+ - Rmse: 0.9226
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0345 | 2 | 3.9660 | -0.0215 | 3.9660 | 1.9915 |
53
+ | No log | 0.0690 | 4 | 2.3962 | -0.0062 | 2.3962 | 1.5480 |
54
+ | No log | 0.1034 | 6 | 2.4980 | 0.0034 | 2.4980 | 1.5805 |
55
+ | No log | 0.1379 | 8 | 1.4351 | 0.0513 | 1.4351 | 1.1979 |
56
+ | No log | 0.1724 | 10 | 1.0780 | 0.2588 | 1.0780 | 1.0383 |
57
+ | No log | 0.2069 | 12 | 1.1004 | 0.2366 | 1.1004 | 1.0490 |
58
+ | No log | 0.2414 | 14 | 1.2216 | 0.0731 | 1.2216 | 1.1053 |
59
+ | No log | 0.2759 | 16 | 1.4671 | 0.0201 | 1.4671 | 1.2112 |
60
+ | No log | 0.3103 | 18 | 1.4431 | 0.0201 | 1.4431 | 1.2013 |
61
+ | No log | 0.3448 | 20 | 1.2182 | 0.1509 | 1.2182 | 1.1037 |
62
+ | No log | 0.3793 | 22 | 1.4026 | 0.0970 | 1.4026 | 1.1843 |
63
+ | No log | 0.4138 | 24 | 1.4763 | 0.0976 | 1.4763 | 1.2150 |
64
+ | No log | 0.4483 | 26 | 1.1538 | 0.1416 | 1.1538 | 1.0741 |
65
+ | No log | 0.4828 | 28 | 1.1172 | 0.2611 | 1.1172 | 1.0570 |
66
+ | No log | 0.5172 | 30 | 1.2735 | 0.2337 | 1.2735 | 1.1285 |
67
+ | No log | 0.5517 | 32 | 1.1822 | 0.2555 | 1.1822 | 1.0873 |
68
+ | No log | 0.5862 | 34 | 1.1599 | 0.3497 | 1.1599 | 1.0770 |
69
+ | No log | 0.6207 | 36 | 1.3276 | 0.2049 | 1.3276 | 1.1522 |
70
+ | No log | 0.6552 | 38 | 1.2135 | 0.2534 | 1.2135 | 1.1016 |
71
+ | No log | 0.6897 | 40 | 1.0129 | 0.3059 | 1.0129 | 1.0064 |
72
+ | No log | 0.7241 | 42 | 0.9704 | 0.2643 | 0.9704 | 0.9851 |
73
+ | No log | 0.7586 | 44 | 0.9517 | 0.2566 | 0.9517 | 0.9756 |
74
+ | No log | 0.7931 | 46 | 0.9888 | 0.2958 | 0.9888 | 0.9944 |
75
+ | No log | 0.8276 | 48 | 0.9252 | 0.3392 | 0.9252 | 0.9619 |
76
+ | No log | 0.8621 | 50 | 1.0116 | 0.2384 | 1.0116 | 1.0058 |
77
+ | No log | 0.8966 | 52 | 1.1066 | 0.1842 | 1.1066 | 1.0520 |
78
+ | No log | 0.9310 | 54 | 0.9942 | 0.3044 | 0.9942 | 0.9971 |
79
+ | No log | 0.9655 | 56 | 0.9219 | 0.3117 | 0.9219 | 0.9601 |
80
+ | No log | 1.0 | 58 | 0.9781 | 0.2564 | 0.9781 | 0.9890 |
81
+ | No log | 1.0345 | 60 | 0.9483 | 0.3059 | 0.9483 | 0.9738 |
82
+ | No log | 1.0690 | 62 | 0.9154 | 0.2988 | 0.9154 | 0.9567 |
83
+ | No log | 1.1034 | 64 | 0.9971 | 0.2467 | 0.9971 | 0.9985 |
84
+ | No log | 1.1379 | 66 | 0.9982 | 0.2795 | 0.9982 | 0.9991 |
85
+ | No log | 1.1724 | 68 | 0.9272 | 0.2765 | 0.9272 | 0.9629 |
86
+ | No log | 1.2069 | 70 | 1.0855 | 0.3183 | 1.0855 | 1.0419 |
87
+ | No log | 1.2414 | 72 | 1.2231 | 0.2602 | 1.2231 | 1.1059 |
88
+ | No log | 1.2759 | 74 | 1.1840 | 0.2512 | 1.1840 | 1.0881 |
89
+ | No log | 1.3103 | 76 | 1.0501 | 0.3004 | 1.0501 | 1.0248 |
90
+ | No log | 1.3448 | 78 | 0.9968 | 0.3271 | 0.9968 | 0.9984 |
91
+ | No log | 1.3793 | 80 | 0.9466 | 0.4097 | 0.9466 | 0.9729 |
92
+ | No log | 1.4138 | 82 | 0.8884 | 0.4261 | 0.8884 | 0.9426 |
93
+ | No log | 1.4483 | 84 | 0.8641 | 0.5052 | 0.8641 | 0.9296 |
94
+ | No log | 1.4828 | 86 | 1.0004 | 0.3595 | 1.0004 | 1.0002 |
95
+ | No log | 1.5172 | 88 | 0.9277 | 0.4367 | 0.9277 | 0.9632 |
96
+ | No log | 1.5517 | 90 | 0.8445 | 0.4717 | 0.8445 | 0.9190 |
97
+ | No log | 1.5862 | 92 | 0.8230 | 0.4894 | 0.8230 | 0.9072 |
98
+ | No log | 1.6207 | 94 | 0.8192 | 0.5657 | 0.8192 | 0.9051 |
99
+ | No log | 1.6552 | 96 | 0.8157 | 0.5390 | 0.8157 | 0.9032 |
100
+ | No log | 1.6897 | 98 | 0.8736 | 0.4686 | 0.8736 | 0.9347 |
101
+ | No log | 1.7241 | 100 | 0.9547 | 0.4397 | 0.9547 | 0.9771 |
102
+ | No log | 1.7586 | 102 | 0.9884 | 0.3849 | 0.9884 | 0.9942 |
103
+ | No log | 1.7931 | 104 | 0.8574 | 0.4984 | 0.8574 | 0.9260 |
104
+ | No log | 1.8276 | 106 | 0.8569 | 0.5057 | 0.8569 | 0.9257 |
105
+ | No log | 1.8621 | 108 | 0.9082 | 0.4392 | 0.9082 | 0.9530 |
106
+ | No log | 1.8966 | 110 | 0.8263 | 0.4883 | 0.8263 | 0.9090 |
107
+ | No log | 1.9310 | 112 | 0.9126 | 0.4282 | 0.9126 | 0.9553 |
108
+ | No log | 1.9655 | 114 | 1.0445 | 0.3650 | 1.0445 | 1.0220 |
109
+ | No log | 2.0 | 116 | 1.0500 | 0.3497 | 1.0500 | 1.0247 |
110
+ | No log | 2.0345 | 118 | 1.0473 | 0.3450 | 1.0473 | 1.0234 |
111
+ | No log | 2.0690 | 120 | 0.8660 | 0.4152 | 0.8660 | 0.9306 |
112
+ | No log | 2.1034 | 122 | 0.8012 | 0.5131 | 0.8012 | 0.8951 |
113
+ | No log | 2.1379 | 124 | 0.8067 | 0.5246 | 0.8067 | 0.8981 |
114
+ | No log | 2.1724 | 126 | 0.8229 | 0.5054 | 0.8229 | 0.9071 |
115
+ | No log | 2.2069 | 128 | 0.8705 | 0.4513 | 0.8705 | 0.9330 |
116
+ | No log | 2.2414 | 130 | 0.8986 | 0.4396 | 0.8986 | 0.9479 |
117
+ | No log | 2.2759 | 132 | 0.8306 | 0.4691 | 0.8306 | 0.9114 |
118
+ | No log | 2.3103 | 134 | 0.8716 | 0.3802 | 0.8716 | 0.9336 |
119
+ | No log | 2.3448 | 136 | 0.9368 | 0.4085 | 0.9368 | 0.9679 |
120
+ | No log | 2.3793 | 138 | 0.8882 | 0.3859 | 0.8882 | 0.9425 |
121
+ | No log | 2.4138 | 140 | 0.8981 | 0.4422 | 0.8981 | 0.9477 |
122
+ | No log | 2.4483 | 142 | 0.9115 | 0.4279 | 0.9115 | 0.9547 |
123
+ | No log | 2.4828 | 144 | 0.9152 | 0.3784 | 0.9152 | 0.9566 |
124
+ | No log | 2.5172 | 146 | 0.8766 | 0.4014 | 0.8766 | 0.9363 |
125
+ | No log | 2.5517 | 148 | 0.8592 | 0.4014 | 0.8592 | 0.9269 |
126
+ | No log | 2.5862 | 150 | 0.8675 | 0.4422 | 0.8675 | 0.9314 |
127
+ | No log | 2.6207 | 152 | 0.8337 | 0.4422 | 0.8337 | 0.9131 |
128
+ | No log | 2.6552 | 154 | 0.8394 | 0.4204 | 0.8394 | 0.9162 |
129
+ | No log | 2.6897 | 156 | 0.8537 | 0.3777 | 0.8537 | 0.9240 |
130
+ | No log | 2.7241 | 158 | 0.9787 | 0.4149 | 0.9787 | 0.9893 |
131
+ | No log | 2.7586 | 160 | 0.9691 | 0.4353 | 0.9691 | 0.9844 |
132
+ | No log | 2.7931 | 162 | 0.8265 | 0.5313 | 0.8265 | 0.9091 |
133
+ | No log | 2.8276 | 164 | 0.8266 | 0.5421 | 0.8266 | 0.9092 |
134
+ | No log | 2.8621 | 166 | 0.8637 | 0.5205 | 0.8637 | 0.9294 |
135
+ | No log | 2.8966 | 168 | 1.0319 | 0.4273 | 1.0319 | 1.0158 |
136
+ | No log | 2.9310 | 170 | 1.0057 | 0.4497 | 1.0057 | 1.0028 |
137
+ | No log | 2.9655 | 172 | 0.8669 | 0.4657 | 0.8669 | 0.9311 |
138
+ | No log | 3.0 | 174 | 0.8412 | 0.4983 | 0.8412 | 0.9172 |
139
+ | No log | 3.0345 | 176 | 0.8451 | 0.4505 | 0.8451 | 0.9193 |
140
+ | No log | 3.0690 | 178 | 0.9834 | 0.4324 | 0.9834 | 0.9917 |
141
+ | No log | 3.1034 | 180 | 1.4302 | 0.1929 | 1.4302 | 1.1959 |
142
+ | No log | 3.1379 | 182 | 1.4239 | 0.2354 | 1.4239 | 1.1933 |
143
+ | No log | 3.1724 | 184 | 1.0497 | 0.3288 | 1.0497 | 1.0245 |
144
+ | No log | 3.2069 | 186 | 0.8595 | 0.4152 | 0.8595 | 0.9271 |
145
+ | No log | 3.2414 | 188 | 0.8216 | 0.4656 | 0.8216 | 0.9064 |
146
+ | No log | 3.2759 | 190 | 0.7930 | 0.5171 | 0.7930 | 0.8905 |
147
+ | No log | 3.3103 | 192 | 0.7891 | 0.5478 | 0.7891 | 0.8883 |
148
+ | No log | 3.3448 | 194 | 0.8080 | 0.5406 | 0.8080 | 0.8989 |
149
+ | No log | 3.3793 | 196 | 0.8090 | 0.5213 | 0.8090 | 0.8995 |
150
+ | No log | 3.4138 | 198 | 0.8158 | 0.5329 | 0.8158 | 0.9032 |
151
+ | No log | 3.4483 | 200 | 0.8228 | 0.4988 | 0.8228 | 0.9071 |
152
+ | No log | 3.4828 | 202 | 0.8186 | 0.4873 | 0.8186 | 0.9047 |
153
+ | No log | 3.5172 | 204 | 0.8321 | 0.4614 | 0.8321 | 0.9122 |
154
+ | No log | 3.5517 | 206 | 0.8125 | 0.4660 | 0.8125 | 0.9014 |
155
+ | No log | 3.5862 | 208 | 0.8322 | 0.4483 | 0.8322 | 0.9122 |
156
+ | No log | 3.6207 | 210 | 0.8285 | 0.4483 | 0.8285 | 0.9102 |
157
+ | No log | 3.6552 | 212 | 0.8029 | 0.4395 | 0.8029 | 0.8960 |
158
+ | No log | 3.6897 | 214 | 0.8187 | 0.4932 | 0.8187 | 0.9048 |
159
+ | No log | 3.7241 | 216 | 0.8059 | 0.4279 | 0.8059 | 0.8977 |
160
+ | No log | 3.7586 | 218 | 0.8232 | 0.4097 | 0.8232 | 0.9073 |
161
+ | No log | 3.7931 | 220 | 0.8434 | 0.4216 | 0.8434 | 0.9183 |
162
+ | No log | 3.8276 | 222 | 0.8498 | 0.3280 | 0.8498 | 0.9219 |
163
+ | No log | 3.8621 | 224 | 0.8835 | 0.4038 | 0.8835 | 0.9400 |
164
+ | No log | 3.8966 | 226 | 0.8900 | 0.3529 | 0.8900 | 0.9434 |
165
+ | No log | 3.9310 | 228 | 0.9056 | 0.3229 | 0.9056 | 0.9517 |
166
+ | No log | 3.9655 | 230 | 0.8856 | 0.3651 | 0.8856 | 0.9411 |
167
+ | No log | 4.0 | 232 | 0.8651 | 0.4180 | 0.8651 | 0.9301 |
168
+ | No log | 4.0345 | 234 | 0.8728 | 0.5131 | 0.8728 | 0.9342 |
169
+ | No log | 4.0690 | 236 | 0.8262 | 0.4874 | 0.8262 | 0.9089 |
170
+ | No log | 4.1034 | 238 | 0.8152 | 0.4611 | 0.8152 | 0.9029 |
171
+ | No log | 4.1379 | 240 | 0.8909 | 0.4584 | 0.8909 | 0.9439 |
172
+ | No log | 4.1724 | 242 | 0.9539 | 0.4430 | 0.9539 | 0.9767 |
173
+ | No log | 4.2069 | 244 | 0.8740 | 0.4300 | 0.8740 | 0.9349 |
174
+ | No log | 4.2414 | 246 | 0.8308 | 0.3977 | 0.8308 | 0.9115 |
175
+ | No log | 4.2759 | 248 | 0.8547 | 0.4344 | 0.8547 | 0.9245 |
176
+ | No log | 4.3103 | 250 | 0.9213 | 0.3939 | 0.9213 | 0.9599 |
177
+ | No log | 4.3448 | 252 | 0.9662 | 0.3939 | 0.9662 | 0.9830 |
178
+ | No log | 4.3793 | 254 | 0.9260 | 0.3939 | 0.9260 | 0.9623 |
179
+ | No log | 4.4138 | 256 | 0.8684 | 0.4465 | 0.8684 | 0.9319 |
180
+ | No log | 4.4483 | 258 | 0.8608 | 0.4366 | 0.8608 | 0.9278 |
181
+ | No log | 4.4828 | 260 | 0.8862 | 0.4742 | 0.8862 | 0.9414 |
182
+ | No log | 4.5172 | 262 | 0.8477 | 0.4875 | 0.8477 | 0.9207 |
183
+ | No log | 4.5517 | 264 | 0.8025 | 0.4718 | 0.8025 | 0.8958 |
184
+ | No log | 4.5862 | 266 | 0.7902 | 0.5044 | 0.7902 | 0.8889 |
185
+ | No log | 4.6207 | 268 | 0.8109 | 0.4883 | 0.8109 | 0.9005 |
186
+ | No log | 4.6552 | 270 | 0.8076 | 0.4772 | 0.8076 | 0.8987 |
187
+ | No log | 4.6897 | 272 | 0.8014 | 0.4941 | 0.8014 | 0.8952 |
188
+ | No log | 4.7241 | 274 | 0.8646 | 0.5134 | 0.8646 | 0.9298 |
189
+ | No log | 4.7586 | 276 | 0.8594 | 0.5005 | 0.8594 | 0.9270 |
190
+ | No log | 4.7931 | 278 | 0.8070 | 0.5066 | 0.8070 | 0.8983 |
191
+ | No log | 4.8276 | 280 | 0.7947 | 0.4802 | 0.7947 | 0.8915 |
192
+ | No log | 4.8621 | 282 | 0.8066 | 0.5542 | 0.8066 | 0.8981 |
193
+ | No log | 4.8966 | 284 | 1.0058 | 0.5041 | 1.0058 | 1.0029 |
194
+ | No log | 4.9310 | 286 | 1.0243 | 0.4835 | 1.0243 | 1.0121 |
195
+ | No log | 4.9655 | 288 | 0.8584 | 0.5548 | 0.8584 | 0.9265 |
196
+ | No log | 5.0 | 290 | 0.7974 | 0.4770 | 0.7974 | 0.8930 |
197
+ | No log | 5.0345 | 292 | 0.8874 | 0.4588 | 0.8874 | 0.9420 |
198
+ | No log | 5.0690 | 294 | 0.8563 | 0.4712 | 0.8563 | 0.9254 |
199
+ | No log | 5.1034 | 296 | 0.8040 | 0.4938 | 0.8040 | 0.8967 |
200
+ | No log | 5.1379 | 298 | 0.9755 | 0.4240 | 0.9755 | 0.9877 |
201
+ | No log | 5.1724 | 300 | 0.9991 | 0.4160 | 0.9991 | 0.9995 |
202
+ | No log | 5.2069 | 302 | 0.8358 | 0.5326 | 0.8358 | 0.9142 |
203
+ | No log | 5.2414 | 304 | 0.7625 | 0.4544 | 0.7625 | 0.8732 |
204
+ | No log | 5.2759 | 306 | 0.7800 | 0.4216 | 0.7800 | 0.8832 |
205
+ | No log | 5.3103 | 308 | 0.8068 | 0.4478 | 0.8068 | 0.8982 |
206
+ | No log | 5.3448 | 310 | 0.8017 | 0.4216 | 0.8017 | 0.8954 |
207
+ | No log | 5.3793 | 312 | 0.7836 | 0.4269 | 0.7836 | 0.8852 |
208
+ | No log | 5.4138 | 314 | 0.7754 | 0.4269 | 0.7754 | 0.8805 |
209
+ | No log | 5.4483 | 316 | 0.7684 | 0.4269 | 0.7684 | 0.8766 |
210
+ | No log | 5.4828 | 318 | 0.7748 | 0.4628 | 0.7748 | 0.8802 |
211
+ | No log | 5.5172 | 320 | 0.7877 | 0.5195 | 0.7877 | 0.8875 |
212
+ | No log | 5.5517 | 322 | 0.8066 | 0.4839 | 0.8066 | 0.8981 |
213
+ | No log | 5.5862 | 324 | 0.8459 | 0.4433 | 0.8459 | 0.9197 |
214
+ | No log | 5.6207 | 326 | 0.8123 | 0.4044 | 0.8123 | 0.9013 |
215
+ | No log | 5.6552 | 328 | 0.7744 | 0.4133 | 0.7744 | 0.8800 |
216
+ | No log | 5.6897 | 330 | 0.8372 | 0.4321 | 0.8372 | 0.9150 |
217
+ | No log | 5.7241 | 332 | 0.8432 | 0.4198 | 0.8432 | 0.9183 |
218
+ | No log | 5.7586 | 334 | 0.8423 | 0.4540 | 0.8423 | 0.9178 |
219
+ | No log | 5.7931 | 336 | 0.8741 | 0.4327 | 0.8741 | 0.9349 |
220
+ | No log | 5.8276 | 338 | 0.8919 | 0.4344 | 0.8919 | 0.9444 |
221
+ | No log | 5.8621 | 340 | 0.8877 | 0.3802 | 0.8877 | 0.9422 |
222
+ | No log | 5.8966 | 342 | 0.8680 | 0.3859 | 0.8680 | 0.9317 |
223
+ | No log | 5.9310 | 344 | 0.9160 | 0.4225 | 0.9160 | 0.9571 |
224
+ | No log | 5.9655 | 346 | 1.0638 | 0.4288 | 1.0638 | 1.0314 |
225
+ | No log | 6.0 | 348 | 1.0280 | 0.4265 | 1.0280 | 1.0139 |
226
+ | No log | 6.0345 | 350 | 0.8654 | 0.4826 | 0.8654 | 0.9302 |
227
+ | No log | 6.0690 | 352 | 0.8159 | 0.3603 | 0.8159 | 0.9033 |
228
+ | No log | 6.1034 | 354 | 0.8230 | 0.4093 | 0.8230 | 0.9072 |
229
+ | No log | 6.1379 | 356 | 0.7947 | 0.3996 | 0.7947 | 0.8914 |
230
+ | No log | 6.1724 | 358 | 0.7901 | 0.4676 | 0.7901 | 0.8889 |
231
+ | No log | 6.2069 | 360 | 0.8880 | 0.4806 | 0.8880 | 0.9423 |
232
+ | No log | 6.2414 | 362 | 0.8839 | 0.4912 | 0.8839 | 0.9402 |
233
+ | No log | 6.2759 | 364 | 0.8026 | 0.4596 | 0.8026 | 0.8959 |
234
+ | No log | 6.3103 | 366 | 0.8051 | 0.4726 | 0.8051 | 0.8973 |
235
+ | No log | 6.3448 | 368 | 0.8669 | 0.5150 | 0.8669 | 0.9311 |
236
+ | No log | 6.3793 | 370 | 0.8324 | 0.4726 | 0.8324 | 0.9124 |
237
+ | No log | 6.4138 | 372 | 0.8314 | 0.4017 | 0.8314 | 0.9118 |
238
+ | No log | 6.4483 | 374 | 0.9137 | 0.3834 | 0.9137 | 0.9559 |
239
+ | No log | 6.4828 | 376 | 0.9119 | 0.2713 | 0.9119 | 0.9549 |
240
+ | No log | 6.5172 | 378 | 0.8796 | 0.4017 | 0.8796 | 0.9379 |
241
+ | No log | 6.5517 | 380 | 0.8588 | 0.3737 | 0.8588 | 0.9267 |
242
+ | No log | 6.5862 | 382 | 0.8600 | 0.3552 | 0.8600 | 0.9274 |
243
+ | No log | 6.6207 | 384 | 0.8562 | 0.3878 | 0.8562 | 0.9253 |
244
+ | No log | 6.6552 | 386 | 0.8556 | 0.3996 | 0.8556 | 0.9250 |
245
+ | No log | 6.6897 | 388 | 0.8515 | 0.3571 | 0.8515 | 0.9228 |
246
+ | No log | 6.7241 | 390 | 0.8464 | 0.4109 | 0.8464 | 0.9200 |
247
+ | No log | 6.7586 | 392 | 0.8768 | 0.4165 | 0.8768 | 0.9364 |
248
+ | No log | 6.7931 | 394 | 0.8766 | 0.4368 | 0.8766 | 0.9362 |
249
+ | No log | 6.8276 | 396 | 0.8629 | 0.4229 | 0.8629 | 0.9289 |
250
+ | No log | 6.8621 | 398 | 0.8421 | 0.4759 | 0.8421 | 0.9176 |
251
+ | No log | 6.8966 | 400 | 0.8378 | 0.4216 | 0.8378 | 0.9153 |
252
+ | No log | 6.9310 | 402 | 0.8051 | 0.3979 | 0.8051 | 0.8973 |
253
+ | No log | 6.9655 | 404 | 0.8294 | 0.4826 | 0.8294 | 0.9107 |
254
+ | No log | 7.0 | 406 | 0.8522 | 0.4738 | 0.8522 | 0.9232 |
255
+ | No log | 7.0345 | 408 | 0.7877 | 0.4692 | 0.7877 | 0.8875 |
256
+ | No log | 7.0690 | 410 | 0.7932 | 0.4760 | 0.7932 | 0.8906 |
257
+ | No log | 7.1034 | 412 | 0.9170 | 0.5006 | 0.9170 | 0.9576 |
258
+ | No log | 7.1379 | 414 | 0.9325 | 0.4906 | 0.9325 | 0.9657 |
259
+ | No log | 7.1724 | 416 | 0.8142 | 0.5331 | 0.8142 | 0.9023 |
260
+ | No log | 7.2069 | 418 | 0.7705 | 0.3552 | 0.7705 | 0.8778 |
261
+ | No log | 7.2414 | 420 | 0.7732 | 0.4151 | 0.7732 | 0.8793 |
262
+ | No log | 7.2759 | 422 | 0.7925 | 0.3996 | 0.7925 | 0.8902 |
263
+ | No log | 7.3103 | 424 | 0.8325 | 0.3757 | 0.8325 | 0.9124 |
264
+ | No log | 7.3448 | 426 | 0.8358 | 0.3757 | 0.8358 | 0.9142 |
265
+ | No log | 7.3793 | 428 | 0.8083 | 0.4048 | 0.8083 | 0.8991 |
266
+ | No log | 7.4138 | 430 | 0.7606 | 0.4269 | 0.7606 | 0.8721 |
267
+ | No log | 7.4483 | 432 | 0.7413 | 0.4428 | 0.7413 | 0.8610 |
268
+ | No log | 7.4828 | 434 | 0.7381 | 0.5017 | 0.7381 | 0.8591 |
269
+ | No log | 7.5172 | 436 | 0.7804 | 0.5317 | 0.7804 | 0.8834 |
270
+ | No log | 7.5517 | 438 | 0.7659 | 0.5331 | 0.7659 | 0.8752 |
271
+ | No log | 7.5862 | 440 | 0.7333 | 0.4988 | 0.7333 | 0.8563 |
272
+ | No log | 7.6207 | 442 | 0.7204 | 0.4938 | 0.7204 | 0.8488 |
273
+ | No log | 7.6552 | 444 | 0.7402 | 0.5794 | 0.7402 | 0.8603 |
274
+ | No log | 7.6897 | 446 | 0.8059 | 0.5257 | 0.8059 | 0.8977 |
275
+ | No log | 7.7241 | 448 | 0.8005 | 0.5019 | 0.8005 | 0.8947 |
276
+ | No log | 7.7586 | 450 | 0.7585 | 0.4984 | 0.7585 | 0.8709 |
277
+ | No log | 7.7931 | 452 | 0.7515 | 0.5202 | 0.7515 | 0.8669 |
278
+ | No log | 7.8276 | 454 | 0.7637 | 0.5202 | 0.7637 | 0.8739 |
279
+ | No log | 7.8621 | 456 | 0.7685 | 0.5202 | 0.7685 | 0.8766 |
280
+ | No log | 7.8966 | 458 | 0.7582 | 0.4932 | 0.7582 | 0.8707 |
281
+ | No log | 7.9310 | 460 | 0.7577 | 0.5602 | 0.7577 | 0.8705 |
282
+ | No log | 7.9655 | 462 | 0.7722 | 0.5329 | 0.7722 | 0.8788 |
283
+ | No log | 8.0 | 464 | 0.7801 | 0.5459 | 0.7801 | 0.8832 |
284
+ | No log | 8.0345 | 466 | 0.7859 | 0.5459 | 0.7859 | 0.8865 |
285
+ | No log | 8.0690 | 468 | 0.7966 | 0.5431 | 0.7966 | 0.8925 |
286
+ | No log | 8.1034 | 470 | 0.7842 | 0.5342 | 0.7842 | 0.8855 |
287
+ | No log | 8.1379 | 472 | 0.7690 | 0.5480 | 0.7690 | 0.8769 |
288
+ | No log | 8.1724 | 474 | 0.7618 | 0.4804 | 0.7618 | 0.8728 |
289
+ | No log | 8.2069 | 476 | 0.7650 | 0.4834 | 0.7650 | 0.8746 |
290
+ | No log | 8.2414 | 478 | 0.7835 | 0.5327 | 0.7835 | 0.8852 |
291
+ | No log | 8.2759 | 480 | 0.7689 | 0.5202 | 0.7689 | 0.8769 |
292
+ | No log | 8.3103 | 482 | 0.7789 | 0.5188 | 0.7789 | 0.8826 |
293
+ | No log | 8.3448 | 484 | 0.8135 | 0.4984 | 0.8135 | 0.9020 |
294
+ | No log | 8.3793 | 486 | 0.8067 | 0.5074 | 0.8067 | 0.8982 |
295
+ | No log | 8.4138 | 488 | 0.8138 | 0.4787 | 0.8138 | 0.9021 |
296
+ | No log | 8.4483 | 490 | 0.8398 | 0.3922 | 0.8398 | 0.9164 |
297
+ | No log | 8.4828 | 492 | 0.8234 | 0.4204 | 0.8234 | 0.9074 |
298
+ | No log | 8.5172 | 494 | 0.8183 | 0.4706 | 0.8183 | 0.9046 |
299
+ | No log | 8.5517 | 496 | 0.8322 | 0.4609 | 0.8322 | 0.9123 |
300
+ | No log | 8.5862 | 498 | 0.8111 | 0.4594 | 0.8111 | 0.9006 |
301
+ | 0.2927 | 8.6207 | 500 | 0.8244 | 0.4768 | 0.8244 | 0.9080 |
302
+ | 0.2927 | 8.6552 | 502 | 0.9357 | 0.4464 | 0.9357 | 0.9673 |
303
+ | 0.2927 | 8.6897 | 504 | 0.9840 | 0.4387 | 0.9840 | 0.9920 |
304
+ | 0.2927 | 8.7241 | 506 | 0.9039 | 0.5147 | 0.9039 | 0.9508 |
305
+ | 0.2927 | 8.7586 | 508 | 0.8327 | 0.4648 | 0.8327 | 0.9125 |
306
+ | 0.2927 | 8.7931 | 510 | 0.8139 | 0.4145 | 0.8139 | 0.9022 |
307
+ | 0.2927 | 8.8276 | 512 | 0.8159 | 0.4296 | 0.8159 | 0.9033 |
308
+ | 0.2927 | 8.8621 | 514 | 0.8374 | 0.3877 | 0.8374 | 0.9151 |
309
+ | 0.2927 | 8.8966 | 516 | 0.8512 | 0.3548 | 0.8512 | 0.9226 |
 
 
 
 
 
 
 
310
 
311
 
312
  ### Framework versions