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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k17_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_run1_AugV5_k16_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_run1_AugV5_k16_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: 0.7013
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- - Qwk: 0.5259
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- - Mse: 0.7013
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- - Rmse: 0.8374
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  ## Model description
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@@ -47,361 +47,264 @@ 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 | 0.0385 | 2 | 3.8549 | -0.0453 | 3.8549 | 1.9634 |
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- | No log | 0.0769 | 4 | 2.2415 | 0.0159 | 2.2415 | 1.4972 |
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- | No log | 0.1154 | 6 | 2.1716 | -0.0007 | 2.1716 | 1.4736 |
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- | No log | 0.1538 | 8 | 1.9096 | 0.0008 | 1.9096 | 1.3819 |
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- | No log | 0.1923 | 10 | 1.5409 | -0.0113 | 1.5409 | 1.2413 |
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- | No log | 0.2308 | 12 | 1.2084 | -0.0032 | 1.2084 | 1.0993 |
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- | No log | 0.2692 | 14 | 1.2841 | 0.0 | 1.2841 | 1.1332 |
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- | No log | 0.3077 | 16 | 1.4716 | 0.0 | 1.4716 | 1.2131 |
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- | No log | 0.3462 | 18 | 1.2957 | 0.0 | 1.2957 | 1.1383 |
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- | No log | 0.3846 | 20 | 1.0894 | 0.2074 | 1.0894 | 1.0437 |
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- | No log | 0.4231 | 22 | 1.0702 | 0.3645 | 1.0702 | 1.0345 |
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- | No log | 0.4615 | 24 | 1.1163 | 0.2513 | 1.1163 | 1.0565 |
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- | No log | 0.5 | 26 | 1.2116 | 0.0878 | 1.2116 | 1.1007 |
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- | No log | 0.5385 | 28 | 1.5137 | 0.0 | 1.5137 | 1.2303 |
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- | No log | 0.5769 | 30 | 1.3932 | 0.0 | 1.3932 | 1.1803 |
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- | No log | 0.6154 | 32 | 1.1616 | 0.1645 | 1.1616 | 1.0778 |
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- | No log | 0.6538 | 34 | 1.1560 | 0.2212 | 1.1560 | 1.0752 |
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- | No log | 0.6923 | 36 | 1.2268 | 0.1602 | 1.2268 | 1.1076 |
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- | No log | 0.7308 | 38 | 1.2108 | 0.0967 | 1.2108 | 1.1003 |
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- | No log | 0.7692 | 40 | 1.1525 | 0.1805 | 1.1525 | 1.0736 |
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- | No log | 0.8077 | 42 | 1.0787 | 0.1370 | 1.0787 | 1.0386 |
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- | No log | 0.8462 | 44 | 1.0559 | 0.1978 | 1.0559 | 1.0276 |
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- | No log | 0.8846 | 46 | 1.0567 | 0.2097 | 1.0567 | 1.0280 |
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- | No log | 0.9231 | 48 | 1.1638 | 0.1422 | 1.1638 | 1.0788 |
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- | No log | 0.9615 | 50 | 1.9048 | 0.1324 | 1.9048 | 1.3801 |
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- | No log | 1.0 | 52 | 2.6834 | 0.0546 | 2.6834 | 1.6381 |
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- | No log | 1.0385 | 54 | 2.5501 | 0.0746 | 2.5501 | 1.5969 |
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- | No log | 1.0769 | 56 | 1.8167 | 0.2097 | 1.8167 | 1.3479 |
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- | No log | 1.1154 | 58 | 1.1775 | 0.1667 | 1.1775 | 1.0851 |
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- | No log | 1.1538 | 60 | 1.0001 | 0.2114 | 1.0001 | 1.0001 |
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- | No log | 1.1923 | 62 | 1.0026 | 0.2161 | 1.0026 | 1.0013 |
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- | No log | 1.2308 | 64 | 1.0029 | 0.2474 | 1.0029 | 1.0014 |
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- | No log | 1.2692 | 66 | 0.9588 | 0.2316 | 0.9588 | 0.9792 |
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- | No log | 1.3077 | 68 | 0.9537 | 0.2912 | 0.9537 | 0.9766 |
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- | No log | 1.3462 | 70 | 0.9229 | 0.2976 | 0.9229 | 0.9607 |
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- | No log | 1.3846 | 72 | 0.8989 | 0.3335 | 0.8989 | 0.9481 |
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- | No log | 1.4231 | 74 | 0.8729 | 0.3838 | 0.8729 | 0.9343 |
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- | No log | 1.4615 | 76 | 0.8770 | 0.3941 | 0.8770 | 0.9365 |
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- | No log | 1.5 | 78 | 0.8589 | 0.3236 | 0.8589 | 0.9268 |
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- | No log | 1.5385 | 80 | 0.9611 | 0.3165 | 0.9611 | 0.9804 |
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- | No log | 1.5769 | 82 | 1.0029 | 0.2662 | 1.0029 | 1.0014 |
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- | No log | 1.6154 | 84 | 0.9622 | 0.2496 | 0.9622 | 0.9809 |
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- | No log | 1.6538 | 86 | 0.8926 | 0.4368 | 0.8926 | 0.9448 |
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- | No log | 1.6923 | 88 | 0.9634 | 0.4218 | 0.9634 | 0.9815 |
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- | No log | 1.7308 | 90 | 0.9120 | 0.3862 | 0.9120 | 0.9550 |
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- | No log | 1.7692 | 92 | 0.8651 | 0.3797 | 0.8651 | 0.9301 |
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- | No log | 1.8077 | 94 | 1.0138 | 0.3867 | 1.0138 | 1.0069 |
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- | No log | 1.8462 | 96 | 1.0999 | 0.2816 | 1.0999 | 1.0488 |
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- | No log | 1.8846 | 98 | 0.8916 | 0.3458 | 0.8916 | 0.9442 |
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- | No log | 1.9231 | 100 | 0.8201 | 0.4952 | 0.8201 | 0.9056 |
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- | No log | 1.9615 | 102 | 0.9805 | 0.3759 | 0.9805 | 0.9902 |
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- | No log | 2.0 | 104 | 0.9293 | 0.3826 | 0.9293 | 0.9640 |
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- | No log | 2.0385 | 106 | 0.7670 | 0.5305 | 0.7670 | 0.8758 |
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- | No log | 2.0769 | 108 | 0.7667 | 0.5085 | 0.7667 | 0.8756 |
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- | No log | 2.1154 | 110 | 0.7962 | 0.4418 | 0.7962 | 0.8923 |
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- | No log | 2.1538 | 112 | 0.7486 | 0.5450 | 0.7486 | 0.8652 |
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- | No log | 2.1923 | 114 | 0.9063 | 0.4326 | 0.9063 | 0.9520 |
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- | No log | 2.2308 | 116 | 1.0811 | 0.3224 | 1.0811 | 1.0398 |
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- | No log | 2.2692 | 118 | 1.0251 | 0.3059 | 1.0251 | 1.0125 |
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- | No log | 2.3077 | 120 | 0.8572 | 0.4460 | 0.8572 | 0.9258 |
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- | No log | 2.3462 | 122 | 0.8236 | 0.4388 | 0.8236 | 0.9075 |
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- | No log | 2.3846 | 124 | 0.8361 | 0.4313 | 0.8361 | 0.9144 |
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- | No log | 2.4231 | 126 | 0.8512 | 0.3454 | 0.8512 | 0.9226 |
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- | No log | 2.4615 | 128 | 1.0241 | 0.3021 | 1.0241 | 1.0120 |
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- | No log | 2.5 | 130 | 1.1271 | 0.2386 | 1.1271 | 1.0616 |
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- | No log | 2.5385 | 132 | 1.0328 | 0.3224 | 1.0328 | 1.0163 |
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- | No log | 2.5769 | 134 | 0.8615 | 0.4968 | 0.8615 | 0.9282 |
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- | No log | 2.6154 | 136 | 0.8072 | 0.4893 | 0.8072 | 0.8985 |
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- | No log | 2.6538 | 138 | 0.8097 | 0.4770 | 0.8097 | 0.8998 |
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- | No log | 2.6923 | 140 | 0.8302 | 0.4854 | 0.8302 | 0.9111 |
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- | No log | 2.7308 | 142 | 0.8487 | 0.4696 | 0.8487 | 0.9213 |
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- | No log | 2.7692 | 144 | 0.7738 | 0.4494 | 0.7738 | 0.8797 |
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- | No log | 2.8077 | 146 | 0.7401 | 0.5432 | 0.7401 | 0.8603 |
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- | No log | 2.8462 | 148 | 0.7456 | 0.5199 | 0.7456 | 0.8635 |
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- | No log | 2.8846 | 150 | 0.7688 | 0.4752 | 0.7688 | 0.8768 |
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- | No log | 2.9231 | 152 | 0.7331 | 0.5783 | 0.7331 | 0.8562 |
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- | No log | 2.9615 | 154 | 0.7394 | 0.5018 | 0.7394 | 0.8599 |
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- | No log | 3.0 | 156 | 0.7455 | 0.4731 | 0.7455 | 0.8634 |
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- | No log | 3.0385 | 158 | 0.7305 | 0.4882 | 0.7305 | 0.8547 |
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- | No log | 3.0769 | 160 | 0.7279 | 0.5441 | 0.7279 | 0.8532 |
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- | No log | 3.1154 | 162 | 0.7071 | 0.5315 | 0.7071 | 0.8409 |
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- | No log | 3.1538 | 164 | 0.6959 | 0.5669 | 0.6959 | 0.8342 |
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- | No log | 3.1923 | 166 | 0.6855 | 0.5516 | 0.6855 | 0.8279 |
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- | No log | 3.2308 | 168 | 0.6919 | 0.5415 | 0.6919 | 0.8318 |
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- | No log | 3.2692 | 170 | 0.7329 | 0.5326 | 0.7329 | 0.8561 |
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- | No log | 3.3077 | 172 | 0.7012 | 0.5202 | 0.7012 | 0.8374 |
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- | No log | 3.3462 | 174 | 0.6992 | 0.5328 | 0.6992 | 0.8362 |
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- | No log | 3.3846 | 176 | 0.6858 | 0.5409 | 0.6858 | 0.8282 |
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- | No log | 3.4231 | 178 | 0.7351 | 0.4898 | 0.7351 | 0.8574 |
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- | No log | 3.4615 | 180 | 0.6952 | 0.5098 | 0.6952 | 0.8338 |
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- | No log | 3.5 | 182 | 0.6665 | 0.6335 | 0.6665 | 0.8164 |
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- | No log | 3.5385 | 184 | 0.7323 | 0.5885 | 0.7323 | 0.8557 |
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- | No log | 3.5769 | 186 | 0.7104 | 0.6774 | 0.7104 | 0.8428 |
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- | No log | 3.6154 | 188 | 0.6851 | 0.6758 | 0.6851 | 0.8277 |
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- | No log | 3.6538 | 190 | 0.6576 | 0.6138 | 0.6576 | 0.8110 |
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- | No log | 3.6923 | 192 | 0.6715 | 0.6256 | 0.6715 | 0.8195 |
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- | No log | 3.7308 | 194 | 0.7731 | 0.5385 | 0.7731 | 0.8792 |
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- | No log | 3.7692 | 196 | 0.8190 | 0.5157 | 0.8190 | 0.9050 |
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- | No log | 3.8077 | 198 | 0.7631 | 0.5516 | 0.7631 | 0.8736 |
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- | No log | 3.8462 | 200 | 0.7011 | 0.5943 | 0.7011 | 0.8373 |
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- | No log | 3.8846 | 202 | 0.7091 | 0.6014 | 0.7091 | 0.8421 |
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- | No log | 3.9231 | 204 | 0.7931 | 0.4708 | 0.7931 | 0.8905 |
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- | No log | 3.9615 | 206 | 0.7791 | 0.5422 | 0.7791 | 0.8827 |
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- | No log | 4.0 | 208 | 0.6667 | 0.5944 | 0.6667 | 0.8165 |
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- | No log | 4.0385 | 210 | 0.6563 | 0.5945 | 0.6563 | 0.8101 |
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- | No log | 4.0769 | 212 | 0.6533 | 0.6134 | 0.6533 | 0.8083 |
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- | No log | 4.1154 | 214 | 0.6672 | 0.6370 | 0.6672 | 0.8168 |
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- | No log | 4.1538 | 216 | 0.7647 | 0.5059 | 0.7647 | 0.8745 |
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- | No log | 4.1923 | 218 | 0.8738 | 0.4792 | 0.8738 | 0.9348 |
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- | No log | 4.2308 | 220 | 0.8255 | 0.4681 | 0.8255 | 0.9086 |
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- | No log | 4.2692 | 222 | 0.7307 | 0.5108 | 0.7307 | 0.8548 |
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- | No log | 4.3077 | 224 | 0.7062 | 0.4841 | 0.7062 | 0.8404 |
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- | No log | 4.3462 | 226 | 0.7015 | 0.4975 | 0.7015 | 0.8375 |
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- | No log | 4.3846 | 228 | 0.6832 | 0.5783 | 0.6832 | 0.8265 |
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- | No log | 4.4231 | 230 | 0.7538 | 0.5673 | 0.7538 | 0.8682 |
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- | No log | 4.4615 | 232 | 0.7678 | 0.5400 | 0.7678 | 0.8762 |
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- | No log | 4.5 | 234 | 0.6936 | 0.5597 | 0.6936 | 0.8328 |
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- | No log | 4.5385 | 236 | 0.6761 | 0.5288 | 0.6761 | 0.8223 |
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- | No log | 4.5769 | 238 | 0.6873 | 0.5142 | 0.6873 | 0.8291 |
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- | No log | 4.6154 | 240 | 0.7109 | 0.5010 | 0.7109 | 0.8431 |
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- | No log | 4.6538 | 242 | 0.7275 | 0.4230 | 0.7275 | 0.8529 |
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- | No log | 4.6923 | 244 | 0.7865 | 0.3733 | 0.7865 | 0.8869 |
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- | No log | 4.7308 | 246 | 0.8023 | 0.4141 | 0.8023 | 0.8957 |
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- | No log | 4.7692 | 248 | 0.7548 | 0.3902 | 0.7548 | 0.8688 |
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- | No log | 4.8077 | 250 | 0.7941 | 0.4845 | 0.7941 | 0.8911 |
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- | No log | 4.8462 | 252 | 0.8477 | 0.4739 | 0.8477 | 0.9207 |
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- | No log | 4.8846 | 254 | 0.7524 | 0.4845 | 0.7524 | 0.8674 |
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- | No log | 4.9231 | 256 | 0.7392 | 0.4211 | 0.7392 | 0.8597 |
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- | No log | 4.9615 | 258 | 0.7769 | 0.4972 | 0.7769 | 0.8814 |
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- | No log | 5.0 | 260 | 0.7322 | 0.5232 | 0.7322 | 0.8557 |
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- | No log | 5.0385 | 262 | 0.6984 | 0.5798 | 0.6984 | 0.8357 |
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- | No log | 5.0769 | 264 | 0.6731 | 0.5710 | 0.6731 | 0.8204 |
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- | No log | 5.1154 | 266 | 0.6728 | 0.5605 | 0.6728 | 0.8203 |
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- | No log | 5.1538 | 268 | 0.7316 | 0.5925 | 0.7316 | 0.8554 |
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- | No log | 5.1923 | 270 | 0.7227 | 0.5231 | 0.7227 | 0.8501 |
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- | No log | 5.2308 | 272 | 0.7104 | 0.5925 | 0.7104 | 0.8429 |
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- | No log | 5.2692 | 274 | 0.6613 | 0.5259 | 0.6613 | 0.8132 |
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- | No log | 5.3077 | 276 | 0.6431 | 0.5054 | 0.6431 | 0.8019 |
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- | No log | 5.3462 | 278 | 0.6404 | 0.5763 | 0.6404 | 0.8002 |
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- | No log | 5.3846 | 280 | 0.6772 | 0.5799 | 0.6772 | 0.8229 |
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- | No log | 5.4231 | 282 | 0.6639 | 0.5822 | 0.6639 | 0.8148 |
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- | No log | 5.4615 | 284 | 0.6217 | 0.5700 | 0.6217 | 0.7885 |
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- | No log | 5.5 | 286 | 0.6346 | 0.5503 | 0.6346 | 0.7966 |
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- | No log | 5.5385 | 288 | 0.6441 | 0.5375 | 0.6441 | 0.8026 |
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- | No log | 5.5769 | 290 | 0.6560 | 0.5048 | 0.6560 | 0.8100 |
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- | No log | 5.6154 | 292 | 0.6854 | 0.4990 | 0.6854 | 0.8279 |
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- | No log | 5.6538 | 294 | 0.6776 | 0.4960 | 0.6776 | 0.8232 |
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- | No log | 5.6923 | 296 | 0.6809 | 0.4692 | 0.6809 | 0.8252 |
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- | No log | 5.7308 | 298 | 0.6936 | 0.5188 | 0.6936 | 0.8328 |
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- | No log | 5.7692 | 300 | 0.6958 | 0.5614 | 0.6958 | 0.8341 |
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- | No log | 5.8077 | 302 | 0.7209 | 0.5540 | 0.7209 | 0.8491 |
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- | No log | 5.8462 | 304 | 0.7118 | 0.5467 | 0.7118 | 0.8437 |
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- | No log | 5.8846 | 306 | 0.7564 | 0.3915 | 0.7564 | 0.8697 |
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- | No log | 5.9231 | 308 | 0.7695 | 0.4 | 0.7695 | 0.8772 |
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- | No log | 5.9615 | 310 | 0.7526 | 0.4211 | 0.7526 | 0.8675 |
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- | No log | 6.0 | 312 | 0.7318 | 0.4211 | 0.7318 | 0.8555 |
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- | No log | 6.0385 | 314 | 0.7051 | 0.4794 | 0.7051 | 0.8397 |
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- | No log | 6.0769 | 316 | 0.7286 | 0.4592 | 0.7286 | 0.8536 |
210
- | No log | 6.1154 | 318 | 0.7357 | 0.4747 | 0.7357 | 0.8577 |
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- | No log | 6.1538 | 320 | 0.7328 | 0.5912 | 0.7328 | 0.8560 |
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- | No log | 6.1923 | 322 | 0.6963 | 0.5662 | 0.6963 | 0.8344 |
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- | No log | 6.2308 | 324 | 0.6919 | 0.5622 | 0.6919 | 0.8318 |
214
- | No log | 6.2692 | 326 | 0.6901 | 0.5516 | 0.6901 | 0.8307 |
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- | No log | 6.3077 | 328 | 0.6921 | 0.4794 | 0.6921 | 0.8319 |
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- | No log | 6.3462 | 330 | 0.7484 | 0.3915 | 0.7484 | 0.8651 |
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- | No log | 6.3846 | 332 | 0.7654 | 0.4347 | 0.7654 | 0.8749 |
218
- | No log | 6.4231 | 334 | 0.6802 | 0.4794 | 0.6802 | 0.8248 |
219
- | No log | 6.4615 | 336 | 0.6965 | 0.5498 | 0.6965 | 0.8346 |
220
- | No log | 6.5 | 338 | 0.7633 | 0.5655 | 0.7633 | 0.8737 |
221
- | No log | 6.5385 | 340 | 0.7513 | 0.5655 | 0.7513 | 0.8668 |
222
- | No log | 6.5769 | 342 | 0.6521 | 0.5494 | 0.6521 | 0.8076 |
223
- | No log | 6.6154 | 344 | 0.6272 | 0.6526 | 0.6272 | 0.7920 |
224
- | No log | 6.6538 | 346 | 0.6280 | 0.6526 | 0.6280 | 0.7925 |
225
- | No log | 6.6923 | 348 | 0.6301 | 0.6138 | 0.6301 | 0.7938 |
226
- | No log | 6.7308 | 350 | 0.6661 | 0.5788 | 0.6661 | 0.8162 |
227
- | No log | 6.7692 | 352 | 0.7721 | 0.5844 | 0.7721 | 0.8787 |
228
- | No log | 6.8077 | 354 | 0.7763 | 0.5844 | 0.7763 | 0.8811 |
229
- | No log | 6.8462 | 356 | 0.6830 | 0.5602 | 0.6830 | 0.8264 |
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- | No log | 6.8846 | 358 | 0.6754 | 0.5093 | 0.6754 | 0.8218 |
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- | No log | 6.9231 | 360 | 0.6950 | 0.4845 | 0.6950 | 0.8337 |
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- | No log | 6.9615 | 362 | 0.6835 | 0.5093 | 0.6835 | 0.8267 |
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- | No log | 7.0 | 364 | 0.6802 | 0.4642 | 0.6802 | 0.8247 |
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- | No log | 7.0385 | 366 | 0.7147 | 0.5292 | 0.7147 | 0.8454 |
235
- | No log | 7.0769 | 368 | 0.7230 | 0.5266 | 0.7230 | 0.8503 |
236
- | No log | 7.1154 | 370 | 0.6706 | 0.5472 | 0.6706 | 0.8189 |
237
- | No log | 7.1538 | 372 | 0.6576 | 0.5188 | 0.6576 | 0.8109 |
238
- | No log | 7.1923 | 374 | 0.6549 | 0.5659 | 0.6549 | 0.8093 |
239
- | No log | 7.2308 | 376 | 0.6425 | 0.6113 | 0.6425 | 0.8015 |
240
- | No log | 7.2692 | 378 | 0.7161 | 0.5766 | 0.7161 | 0.8462 |
241
- | No log | 7.3077 | 380 | 0.7555 | 0.5115 | 0.7555 | 0.8692 |
242
- | No log | 7.3462 | 382 | 0.7521 | 0.5115 | 0.7521 | 0.8673 |
243
- | No log | 7.3846 | 384 | 0.6779 | 0.5975 | 0.6779 | 0.8234 |
244
- | No log | 7.4231 | 386 | 0.6570 | 0.5215 | 0.6570 | 0.8105 |
245
- | No log | 7.4615 | 388 | 0.7191 | 0.4671 | 0.7191 | 0.8480 |
246
- | No log | 7.5 | 390 | 0.7044 | 0.5121 | 0.7044 | 0.8393 |
247
- | No log | 7.5385 | 392 | 0.6677 | 0.5329 | 0.6677 | 0.8171 |
248
- | No log | 7.5769 | 394 | 0.6787 | 0.6559 | 0.6787 | 0.8238 |
249
- | No log | 7.6154 | 396 | 0.7942 | 0.4789 | 0.7942 | 0.8912 |
250
- | No log | 7.6538 | 398 | 0.8737 | 0.4667 | 0.8737 | 0.9347 |
251
- | No log | 7.6923 | 400 | 0.8250 | 0.4783 | 0.8250 | 0.9083 |
252
- | No log | 7.7308 | 402 | 0.7120 | 0.6147 | 0.7120 | 0.8438 |
253
- | No log | 7.7692 | 404 | 0.6648 | 0.6241 | 0.6648 | 0.8154 |
254
- | No log | 7.8077 | 406 | 0.6809 | 0.6099 | 0.6809 | 0.8252 |
255
- | No log | 7.8462 | 408 | 0.7087 | 0.6071 | 0.7087 | 0.8418 |
256
- | No log | 7.8846 | 410 | 0.6949 | 0.6377 | 0.6949 | 0.8336 |
257
- | No log | 7.9231 | 412 | 0.6634 | 0.5405 | 0.6634 | 0.8145 |
258
- | No log | 7.9615 | 414 | 0.6886 | 0.5098 | 0.6886 | 0.8298 |
259
- | No log | 8.0 | 416 | 0.6830 | 0.5098 | 0.6830 | 0.8264 |
260
- | No log | 8.0385 | 418 | 0.6600 | 0.5288 | 0.6600 | 0.8124 |
261
- | No log | 8.0769 | 420 | 0.6986 | 0.5540 | 0.6986 | 0.8358 |
262
- | No log | 8.1154 | 422 | 0.6825 | 0.5504 | 0.6825 | 0.8261 |
263
- | No log | 8.1538 | 424 | 0.6657 | 0.5709 | 0.6657 | 0.8159 |
264
- | No log | 8.1923 | 426 | 0.6739 | 0.4851 | 0.6739 | 0.8209 |
265
- | No log | 8.2308 | 428 | 0.6917 | 0.5042 | 0.6917 | 0.8317 |
266
- | No log | 8.2692 | 430 | 0.7092 | 0.4658 | 0.7092 | 0.8421 |
267
- | No log | 8.3077 | 432 | 0.6994 | 0.5026 | 0.6994 | 0.8363 |
268
- | No log | 8.3462 | 434 | 0.6755 | 0.4914 | 0.6755 | 0.8219 |
269
- | No log | 8.3846 | 436 | 0.6468 | 0.5084 | 0.6468 | 0.8043 |
270
- | No log | 8.4231 | 438 | 0.6630 | 0.5459 | 0.6630 | 0.8142 |
271
- | No log | 8.4615 | 440 | 0.6437 | 0.5450 | 0.6437 | 0.8023 |
272
- | No log | 8.5 | 442 | 0.6058 | 0.5923 | 0.6058 | 0.7783 |
273
- | No log | 8.5385 | 444 | 0.6107 | 0.5759 | 0.6107 | 0.7815 |
274
- | No log | 8.5769 | 446 | 0.6232 | 0.5301 | 0.6232 | 0.7894 |
275
- | No log | 8.6154 | 448 | 0.6181 | 0.5669 | 0.6181 | 0.7862 |
276
- | No log | 8.6538 | 450 | 0.6003 | 0.5505 | 0.6003 | 0.7748 |
277
- | No log | 8.6923 | 452 | 0.6001 | 0.5614 | 0.6001 | 0.7747 |
278
- | No log | 8.7308 | 454 | 0.6011 | 0.6035 | 0.6011 | 0.7753 |
279
- | No log | 8.7692 | 456 | 0.6102 | 0.5647 | 0.6102 | 0.7812 |
280
- | No log | 8.8077 | 458 | 0.6228 | 0.5933 | 0.6228 | 0.7892 |
281
- | No log | 8.8462 | 460 | 0.6127 | 0.6013 | 0.6127 | 0.7827 |
282
- | No log | 8.8846 | 462 | 0.6252 | 0.5543 | 0.6252 | 0.7907 |
283
- | No log | 8.9231 | 464 | 0.6317 | 0.5422 | 0.6317 | 0.7948 |
284
- | No log | 8.9615 | 466 | 0.6352 | 0.5666 | 0.6352 | 0.7970 |
285
- | No log | 9.0 | 468 | 0.6483 | 0.5890 | 0.6483 | 0.8052 |
286
- | No log | 9.0385 | 470 | 0.6245 | 0.6011 | 0.6245 | 0.7902 |
287
- | No log | 9.0769 | 472 | 0.6238 | 0.6011 | 0.6238 | 0.7898 |
288
- | No log | 9.1154 | 474 | 0.6514 | 0.5865 | 0.6514 | 0.8071 |
289
- | No log | 9.1538 | 476 | 0.6951 | 0.5759 | 0.6951 | 0.8337 |
290
- | No log | 9.1923 | 478 | 0.6639 | 0.5674 | 0.6639 | 0.8148 |
291
- | No log | 9.2308 | 480 | 0.6274 | 0.5587 | 0.6274 | 0.7921 |
292
- | No log | 9.2692 | 482 | 0.6257 | 0.5950 | 0.6257 | 0.7910 |
293
- | No log | 9.3077 | 484 | 0.6142 | 0.5950 | 0.6142 | 0.7837 |
294
- | No log | 9.3462 | 486 | 0.6074 | 0.6094 | 0.6074 | 0.7794 |
295
- | No log | 9.3846 | 488 | 0.6529 | 0.6081 | 0.6529 | 0.8080 |
296
- | No log | 9.4231 | 490 | 0.7430 | 0.5705 | 0.7430 | 0.8620 |
297
- | No log | 9.4615 | 492 | 0.7360 | 0.5521 | 0.7360 | 0.8579 |
298
- | No log | 9.5 | 494 | 0.6550 | 0.5740 | 0.6550 | 0.8093 |
299
- | No log | 9.5385 | 496 | 0.6012 | 0.5983 | 0.6012 | 0.7753 |
300
- | No log | 9.5769 | 498 | 0.6130 | 0.5459 | 0.6130 | 0.7829 |
301
- | 0.3085 | 9.6154 | 500 | 0.6056 | 0.5450 | 0.6056 | 0.7782 |
302
- | 0.3085 | 9.6538 | 502 | 0.6147 | 0.6165 | 0.6147 | 0.7841 |
303
- | 0.3085 | 9.6923 | 504 | 0.6644 | 0.5504 | 0.6644 | 0.8151 |
304
- | 0.3085 | 9.7308 | 506 | 0.6941 | 0.5356 | 0.6941 | 0.8331 |
305
- | 0.3085 | 9.7692 | 508 | 0.6515 | 0.5740 | 0.6515 | 0.8072 |
306
- | 0.3085 | 9.8077 | 510 | 0.6198 | 0.6548 | 0.6198 | 0.7873 |
307
- | 0.3085 | 9.8462 | 512 | 0.6109 | 0.5681 | 0.6109 | 0.7816 |
308
- | 0.3085 | 9.8846 | 514 | 0.6305 | 0.5653 | 0.6305 | 0.7940 |
309
- | 0.3085 | 9.9231 | 516 | 0.6119 | 0.5650 | 0.6119 | 0.7823 |
310
- | 0.3085 | 9.9615 | 518 | 0.6055 | 0.6370 | 0.6055 | 0.7781 |
311
- | 0.3085 | 10.0 | 520 | 0.7051 | 0.5330 | 0.7051 | 0.8397 |
312
- | 0.3085 | 10.0385 | 522 | 0.7904 | 0.5668 | 0.7904 | 0.8891 |
313
- | 0.3085 | 10.0769 | 524 | 0.7644 | 0.5668 | 0.7644 | 0.8743 |
314
- | 0.3085 | 10.1154 | 526 | 0.6566 | 0.5788 | 0.6566 | 0.8103 |
315
- | 0.3085 | 10.1538 | 528 | 0.6128 | 0.5966 | 0.6128 | 0.7828 |
316
- | 0.3085 | 10.1923 | 530 | 0.6464 | 0.5459 | 0.6464 | 0.8040 |
317
- | 0.3085 | 10.2308 | 532 | 0.6680 | 0.5459 | 0.6680 | 0.8173 |
318
- | 0.3085 | 10.2692 | 534 | 0.6533 | 0.5212 | 0.6533 | 0.8083 |
319
- | 0.3085 | 10.3077 | 536 | 0.6588 | 0.5259 | 0.6588 | 0.8116 |
320
- | 0.3085 | 10.3462 | 538 | 0.7187 | 0.5181 | 0.7187 | 0.8478 |
321
- | 0.3085 | 10.3846 | 540 | 0.7273 | 0.5026 | 0.7273 | 0.8528 |
322
- | 0.3085 | 10.4231 | 542 | 0.6648 | 0.5504 | 0.6648 | 0.8154 |
323
- | 0.3085 | 10.4615 | 544 | 0.5973 | 0.5932 | 0.5973 | 0.7729 |
324
- | 0.3085 | 10.5 | 546 | 0.5730 | 0.6437 | 0.5730 | 0.7570 |
325
- | 0.3085 | 10.5385 | 548 | 0.5923 | 0.6058 | 0.5923 | 0.7696 |
326
- | 0.3085 | 10.5769 | 550 | 0.6089 | 0.6058 | 0.6089 | 0.7803 |
327
- | 0.3085 | 10.6154 | 552 | 0.6171 | 0.5212 | 0.6171 | 0.7855 |
328
- | 0.3085 | 10.6538 | 554 | 0.6173 | 0.4966 | 0.6173 | 0.7857 |
329
- | 0.3085 | 10.6923 | 556 | 0.6169 | 0.5570 | 0.6169 | 0.7854 |
330
- | 0.3085 | 10.7308 | 558 | 0.6344 | 0.5422 | 0.6344 | 0.7965 |
331
- | 0.3085 | 10.7692 | 560 | 0.6353 | 0.5288 | 0.6353 | 0.7971 |
332
- | 0.3085 | 10.8077 | 562 | 0.6104 | 0.5666 | 0.6104 | 0.7813 |
333
- | 0.3085 | 10.8462 | 564 | 0.5933 | 0.5549 | 0.5933 | 0.7703 |
334
- | 0.3085 | 10.8846 | 566 | 0.5820 | 0.6332 | 0.5820 | 0.7629 |
335
- | 0.3085 | 10.9231 | 568 | 0.6179 | 0.5833 | 0.6179 | 0.7860 |
336
- | 0.3085 | 10.9615 | 570 | 0.6528 | 0.6377 | 0.6528 | 0.8080 |
337
- | 0.3085 | 11.0 | 572 | 0.6674 | 0.6269 | 0.6674 | 0.8170 |
338
- | 0.3085 | 11.0385 | 574 | 0.7218 | 0.6132 | 0.7218 | 0.8496 |
339
- | 0.3085 | 11.0769 | 576 | 0.7190 | 0.6004 | 0.7190 | 0.8479 |
340
- | 0.3085 | 11.1154 | 578 | 0.6623 | 0.6255 | 0.6623 | 0.8138 |
341
- | 0.3085 | 11.1538 | 580 | 0.6235 | 0.5771 | 0.6235 | 0.7896 |
342
- | 0.3085 | 11.1923 | 582 | 0.6317 | 0.4968 | 0.6317 | 0.7948 |
343
- | 0.3085 | 11.2308 | 584 | 0.7023 | 0.6018 | 0.7023 | 0.8380 |
344
- | 0.3085 | 11.2692 | 586 | 0.7653 | 0.5592 | 0.7653 | 0.8748 |
345
- | 0.3085 | 11.3077 | 588 | 0.7490 | 0.5902 | 0.7490 | 0.8655 |
346
- | 0.3085 | 11.3462 | 590 | 0.6589 | 0.6065 | 0.6589 | 0.8117 |
347
- | 0.3085 | 11.3846 | 592 | 0.5740 | 0.6214 | 0.5740 | 0.7576 |
348
- | 0.3085 | 11.4231 | 594 | 0.5682 | 0.6076 | 0.5682 | 0.7538 |
349
- | 0.3085 | 11.4615 | 596 | 0.5665 | 0.6076 | 0.5665 | 0.7526 |
350
- | 0.3085 | 11.5 | 598 | 0.5684 | 0.6442 | 0.5684 | 0.7539 |
351
- | 0.3085 | 11.5385 | 600 | 0.5923 | 0.6174 | 0.5923 | 0.7696 |
352
- | 0.3085 | 11.5769 | 602 | 0.6039 | 0.5759 | 0.6039 | 0.7771 |
353
- | 0.3085 | 11.6154 | 604 | 0.6129 | 0.5498 | 0.6129 | 0.7829 |
354
- | 0.3085 | 11.6538 | 606 | 0.6916 | 0.5470 | 0.6916 | 0.8316 |
355
- | 0.3085 | 11.6923 | 608 | 0.8080 | 0.5636 | 0.8080 | 0.8989 |
356
- | 0.3085 | 11.7308 | 610 | 0.8109 | 0.5821 | 0.8109 | 0.9005 |
357
- | 0.3085 | 11.7692 | 612 | 0.7280 | 0.5470 | 0.7280 | 0.8533 |
358
- | 0.3085 | 11.8077 | 614 | 0.6419 | 0.5844 | 0.6419 | 0.8012 |
359
- | 0.3085 | 11.8462 | 616 | 0.6104 | 0.5785 | 0.6104 | 0.7813 |
360
- | 0.3085 | 11.8846 | 618 | 0.6129 | 0.6067 | 0.6129 | 0.7829 |
361
- | 0.3085 | 11.9231 | 620 | 0.6216 | 0.5894 | 0.6216 | 0.7884 |
362
- | 0.3085 | 11.9615 | 622 | 0.6216 | 0.5898 | 0.6216 | 0.7884 |
363
- | 0.3085 | 12.0 | 624 | 0.6395 | 0.5361 | 0.6395 | 0.7997 |
364
- | 0.3085 | 12.0385 | 626 | 0.6689 | 0.5160 | 0.6689 | 0.8179 |
365
- | 0.3085 | 12.0769 | 628 | 0.6494 | 0.5208 | 0.6494 | 0.8058 |
366
- | 0.3085 | 12.1154 | 630 | 0.6273 | 0.5859 | 0.6273 | 0.7920 |
367
- | 0.3085 | 12.1538 | 632 | 0.6312 | 0.5894 | 0.6312 | 0.7945 |
368
- | 0.3085 | 12.1923 | 634 | 0.6735 | 0.6140 | 0.6735 | 0.8207 |
369
- | 0.3085 | 12.2308 | 636 | 0.6644 | 0.6120 | 0.6644 | 0.8151 |
370
- | 0.3085 | 12.2692 | 638 | 0.6053 | 0.6322 | 0.6053 | 0.7780 |
371
- | 0.3085 | 12.3077 | 640 | 0.5836 | 0.6547 | 0.5836 | 0.7640 |
372
- | 0.3085 | 12.3462 | 642 | 0.5779 | 0.6196 | 0.5779 | 0.7602 |
373
- | 0.3085 | 12.3846 | 644 | 0.5862 | 0.6196 | 0.5862 | 0.7657 |
374
- | 0.3085 | 12.4231 | 646 | 0.5969 | 0.6196 | 0.5969 | 0.7726 |
375
- | 0.3085 | 12.4615 | 648 | 0.6070 | 0.6087 | 0.6070 | 0.7791 |
376
- | 0.3085 | 12.5 | 650 | 0.6195 | 0.6327 | 0.6195 | 0.7871 |
377
- | 0.3085 | 12.5385 | 652 | 0.6119 | 0.6087 | 0.6119 | 0.7822 |
378
- | 0.3085 | 12.5769 | 654 | 0.6066 | 0.5977 | 0.6066 | 0.7788 |
379
- | 0.3085 | 12.6154 | 656 | 0.6073 | 0.5386 | 0.6073 | 0.7793 |
380
- | 0.3085 | 12.6538 | 658 | 0.6279 | 0.5712 | 0.6279 | 0.7924 |
381
- | 0.3085 | 12.6923 | 660 | 0.6696 | 0.5869 | 0.6696 | 0.8183 |
382
- | 0.3085 | 12.7308 | 662 | 0.6806 | 0.5869 | 0.6806 | 0.8250 |
383
- | 0.3085 | 12.7692 | 664 | 0.6938 | 0.5305 | 0.6938 | 0.8329 |
384
- | 0.3085 | 12.8077 | 666 | 0.6879 | 0.4745 | 0.6879 | 0.8294 |
385
- | 0.3085 | 12.8462 | 668 | 0.6729 | 0.5503 | 0.6729 | 0.8203 |
386
- | 0.3085 | 12.8846 | 670 | 0.6517 | 0.5943 | 0.6517 | 0.8073 |
387
- | 0.3085 | 12.9231 | 672 | 0.6512 | 0.5996 | 0.6512 | 0.8069 |
388
- | 0.3085 | 12.9615 | 674 | 0.6388 | 0.6113 | 0.6388 | 0.7993 |
389
- | 0.3085 | 13.0 | 676 | 0.6455 | 0.5822 | 0.6455 | 0.8034 |
390
- | 0.3085 | 13.0385 | 678 | 0.6533 | 0.5631 | 0.6533 | 0.8083 |
391
- | 0.3085 | 13.0769 | 680 | 0.6742 | 0.5274 | 0.6742 | 0.8211 |
392
- | 0.3085 | 13.1154 | 682 | 0.6903 | 0.5246 | 0.6903 | 0.8308 |
393
- | 0.3085 | 13.1538 | 684 | 0.7125 | 0.5634 | 0.7125 | 0.8441 |
394
- | 0.3085 | 13.1923 | 686 | 0.6957 | 0.5774 | 0.6957 | 0.8341 |
395
- | 0.3085 | 13.2308 | 688 | 0.6727 | 0.4908 | 0.6727 | 0.8202 |
396
- | 0.3085 | 13.2692 | 690 | 0.6578 | 0.5302 | 0.6578 | 0.8110 |
397
- | 0.3085 | 13.3077 | 692 | 0.6597 | 0.4908 | 0.6597 | 0.8122 |
398
- | 0.3085 | 13.3462 | 694 | 0.6900 | 0.5774 | 0.6900 | 0.8306 |
399
- | 0.3085 | 13.3846 | 696 | 0.7329 | 0.5595 | 0.7329 | 0.8561 |
400
- | 0.3085 | 13.4231 | 698 | 0.7396 | 0.5292 | 0.7396 | 0.8600 |
401
- | 0.3085 | 13.4615 | 700 | 0.7301 | 0.5429 | 0.7301 | 0.8545 |
402
- | 0.3085 | 13.5 | 702 | 0.7138 | 0.5331 | 0.7138 | 0.8449 |
403
- | 0.3085 | 13.5385 | 704 | 0.7065 | 0.5331 | 0.7065 | 0.8405 |
404
- | 0.3085 | 13.5769 | 706 | 0.7013 | 0.5259 | 0.7013 | 0.8374 |
405
 
406
 
407
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k17_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_run1_AugV5_k17_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: 0.7466
19
+ - Qwk: 0.4371
20
+ - Mse: 0.7466
21
+ - Rmse: 0.8641
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0370 | 2 | 4.1409 | 0.0079 | 4.1409 | 2.0349 |
53
+ | No log | 0.0741 | 4 | 2.3485 | 0.0930 | 2.3485 | 1.5325 |
54
+ | No log | 0.1111 | 6 | 2.1782 | -0.1317 | 2.1782 | 1.4759 |
55
+ | No log | 0.1481 | 8 | 1.9881 | -0.1043 | 1.9881 | 1.4100 |
56
+ | No log | 0.1852 | 10 | 1.7413 | -0.0458 | 1.7413 | 1.3196 |
57
+ | No log | 0.2222 | 12 | 1.4026 | 0.0 | 1.4026 | 1.1843 |
58
+ | No log | 0.2593 | 14 | 1.5788 | 0.0279 | 1.5788 | 1.2565 |
59
+ | No log | 0.2963 | 16 | 1.5705 | 0.0057 | 1.5705 | 1.2532 |
60
+ | No log | 0.3333 | 18 | 1.4566 | -0.0113 | 1.4566 | 1.2069 |
61
+ | No log | 0.3704 | 20 | 1.3311 | 0.0 | 1.3311 | 1.1538 |
62
+ | No log | 0.4074 | 22 | 1.3655 | 0.0408 | 1.3655 | 1.1685 |
63
+ | No log | 0.4444 | 24 | 1.2927 | 0.0408 | 1.2927 | 1.1370 |
64
+ | No log | 0.4815 | 26 | 1.1721 | 0.1113 | 1.1721 | 1.0827 |
65
+ | No log | 0.5185 | 28 | 1.0987 | 0.2496 | 1.0987 | 1.0482 |
66
+ | No log | 0.5556 | 30 | 1.0930 | 0.2304 | 1.0930 | 1.0455 |
67
+ | No log | 0.5926 | 32 | 1.1452 | 0.2644 | 1.1452 | 1.0701 |
68
+ | No log | 0.6296 | 34 | 1.2809 | 0.2174 | 1.2809 | 1.1318 |
69
+ | No log | 0.6667 | 36 | 1.1324 | 0.2796 | 1.1324 | 1.0641 |
70
+ | No log | 0.7037 | 38 | 1.1353 | 0.2754 | 1.1353 | 1.0655 |
71
+ | No log | 0.7407 | 40 | 1.2678 | 0.2476 | 1.2678 | 1.1260 |
72
+ | No log | 0.7778 | 42 | 1.2868 | 0.1083 | 1.2868 | 1.1344 |
73
+ | No log | 0.8148 | 44 | 1.2355 | 0.0759 | 1.2355 | 1.1115 |
74
+ | No log | 0.8519 | 46 | 1.1433 | 0.1423 | 1.1433 | 1.0692 |
75
+ | No log | 0.8889 | 48 | 1.0300 | 0.3478 | 1.0300 | 1.0149 |
76
+ | No log | 0.9259 | 50 | 1.0138 | 0.3265 | 1.0138 | 1.0069 |
77
+ | No log | 0.9630 | 52 | 1.0569 | 0.2805 | 1.0569 | 1.0281 |
78
+ | No log | 1.0 | 54 | 1.0057 | 0.2935 | 1.0057 | 1.0028 |
79
+ | No log | 1.0370 | 56 | 0.9757 | 0.3288 | 0.9757 | 0.9878 |
80
+ | No log | 1.0741 | 58 | 0.9776 | 0.3071 | 0.9776 | 0.9887 |
81
+ | No log | 1.1111 | 60 | 0.9874 | 0.3498 | 0.9874 | 0.9937 |
82
+ | No log | 1.1481 | 62 | 0.9946 | 0.3326 | 0.9946 | 0.9973 |
83
+ | No log | 1.1852 | 64 | 0.9607 | 0.2849 | 0.9607 | 0.9801 |
84
+ | No log | 1.2222 | 66 | 0.9259 | 0.3304 | 0.9259 | 0.9622 |
85
+ | No log | 1.2593 | 68 | 0.9103 | 0.3540 | 0.9103 | 0.9541 |
86
+ | No log | 1.2963 | 70 | 0.9895 | 0.2687 | 0.9895 | 0.9947 |
87
+ | No log | 1.3333 | 72 | 1.1305 | 0.2799 | 1.1305 | 1.0632 |
88
+ | No log | 1.3704 | 74 | 1.2104 | 0.3185 | 1.2104 | 1.1002 |
89
+ | No log | 1.4074 | 76 | 1.3520 | 0.2243 | 1.3520 | 1.1628 |
90
+ | No log | 1.4444 | 78 | 1.6157 | 0.1128 | 1.6157 | 1.2711 |
91
+ | No log | 1.4815 | 80 | 1.5998 | 0.1039 | 1.5998 | 1.2648 |
92
+ | No log | 1.5185 | 82 | 1.3648 | 0.1685 | 1.3648 | 1.1682 |
93
+ | No log | 1.5556 | 84 | 1.0289 | 0.3340 | 1.0289 | 1.0143 |
94
+ | No log | 1.5926 | 86 | 0.9177 | 0.3646 | 0.9177 | 0.9579 |
95
+ | No log | 1.6296 | 88 | 0.8948 | 0.3774 | 0.8948 | 0.9459 |
96
+ | No log | 1.6667 | 90 | 0.9332 | 0.3561 | 0.9332 | 0.9660 |
97
+ | No log | 1.7037 | 92 | 0.9334 | 0.3561 | 0.9334 | 0.9661 |
98
+ | No log | 1.7407 | 94 | 0.8853 | 0.3774 | 0.8853 | 0.9409 |
99
+ | No log | 1.7778 | 96 | 0.8677 | 0.3733 | 0.8677 | 0.9315 |
100
+ | No log | 1.8148 | 98 | 1.0056 | 0.3885 | 1.0056 | 1.0028 |
101
+ | No log | 1.8519 | 100 | 1.0988 | 0.3249 | 1.0988 | 1.0483 |
102
+ | No log | 1.8889 | 102 | 1.0559 | 0.2857 | 1.0559 | 1.0276 |
103
+ | No log | 1.9259 | 104 | 0.9359 | 0.3700 | 0.9359 | 0.9674 |
104
+ | No log | 1.9630 | 106 | 0.8925 | 0.3616 | 0.8925 | 0.9447 |
105
+ | No log | 2.0 | 108 | 0.9251 | 0.3038 | 0.9251 | 0.9618 |
106
+ | No log | 2.0370 | 110 | 0.9047 | 0.3781 | 0.9047 | 0.9512 |
107
+ | No log | 2.0741 | 112 | 0.8510 | 0.4819 | 0.8510 | 0.9225 |
108
+ | No log | 2.1111 | 114 | 0.8787 | 0.4424 | 0.8787 | 0.9374 |
109
+ | No log | 2.1481 | 116 | 0.9502 | 0.3902 | 0.9502 | 0.9748 |
110
+ | No log | 2.1852 | 118 | 0.8703 | 0.3902 | 0.8703 | 0.9329 |
111
+ | No log | 2.2222 | 120 | 0.8119 | 0.4321 | 0.8119 | 0.9010 |
112
+ | No log | 2.2593 | 122 | 0.9713 | 0.4907 | 0.9713 | 0.9855 |
113
+ | No log | 2.2963 | 124 | 1.0150 | 0.4141 | 1.0150 | 1.0075 |
114
+ | No log | 2.3333 | 126 | 0.9087 | 0.5160 | 0.9087 | 0.9532 |
115
+ | No log | 2.3704 | 128 | 0.8214 | 0.3966 | 0.8214 | 0.9063 |
116
+ | No log | 2.4074 | 130 | 0.8214 | 0.4354 | 0.8214 | 0.9063 |
117
+ | No log | 2.4444 | 132 | 0.8122 | 0.3505 | 0.8122 | 0.9012 |
118
+ | No log | 2.4815 | 134 | 0.8674 | 0.4237 | 0.8674 | 0.9314 |
119
+ | No log | 2.5185 | 136 | 0.9155 | 0.3939 | 0.9155 | 0.9568 |
120
+ | No log | 2.5556 | 138 | 0.9768 | 0.3551 | 0.9768 | 0.9883 |
121
+ | No log | 2.5926 | 140 | 0.9487 | 0.3939 | 0.9487 | 0.9740 |
122
+ | No log | 2.6296 | 142 | 0.9730 | 0.3444 | 0.9730 | 0.9864 |
123
+ | No log | 2.6667 | 144 | 1.0512 | 0.3590 | 1.0512 | 1.0253 |
124
+ | No log | 2.7037 | 146 | 1.0519 | 0.3954 | 1.0519 | 1.0256 |
125
+ | No log | 2.7407 | 148 | 0.9675 | 0.3954 | 0.9675 | 0.9836 |
126
+ | No log | 2.7778 | 150 | 0.9071 | 0.3753 | 0.9071 | 0.9524 |
127
+ | No log | 2.8148 | 152 | 0.8358 | 0.4241 | 0.8358 | 0.9142 |
128
+ | No log | 2.8519 | 154 | 0.8106 | 0.4601 | 0.8106 | 0.9003 |
129
+ | No log | 2.8889 | 156 | 0.7956 | 0.3823 | 0.7956 | 0.8920 |
130
+ | No log | 2.9259 | 158 | 0.7927 | 0.4550 | 0.7927 | 0.8904 |
131
+ | No log | 2.9630 | 160 | 0.7953 | 0.4816 | 0.7953 | 0.8918 |
132
+ | No log | 3.0 | 162 | 0.8074 | 0.4277 | 0.8074 | 0.8985 |
133
+ | No log | 3.0370 | 164 | 0.7982 | 0.4565 | 0.7982 | 0.8934 |
134
+ | No log | 3.0741 | 166 | 0.8111 | 0.4865 | 0.8111 | 0.9006 |
135
+ | No log | 3.1111 | 168 | 0.8611 | 0.4929 | 0.8611 | 0.9279 |
136
+ | No log | 3.1481 | 170 | 0.8545 | 0.4075 | 0.8545 | 0.9244 |
137
+ | No log | 3.1852 | 172 | 0.8347 | 0.3821 | 0.8347 | 0.9136 |
138
+ | No log | 3.2222 | 174 | 0.8074 | 0.3797 | 0.8074 | 0.8985 |
139
+ | No log | 3.2593 | 176 | 0.8080 | 0.3236 | 0.8080 | 0.8989 |
140
+ | No log | 3.2963 | 178 | 0.7858 | 0.3797 | 0.7858 | 0.8865 |
141
+ | No log | 3.3333 | 180 | 0.7579 | 0.4675 | 0.7579 | 0.8706 |
142
+ | No log | 3.3704 | 182 | 0.7542 | 0.5192 | 0.7542 | 0.8684 |
143
+ | No log | 3.4074 | 184 | 0.7522 | 0.5622 | 0.7522 | 0.8673 |
144
+ | No log | 3.4444 | 186 | 0.7721 | 0.5263 | 0.7721 | 0.8787 |
145
+ | No log | 3.4815 | 188 | 0.8044 | 0.5459 | 0.8044 | 0.8969 |
146
+ | No log | 3.5185 | 190 | 0.8224 | 0.5305 | 0.8224 | 0.9069 |
147
+ | No log | 3.5556 | 192 | 0.8278 | 0.5642 | 0.8278 | 0.9098 |
148
+ | No log | 3.5926 | 194 | 0.7893 | 0.4784 | 0.7893 | 0.8884 |
149
+ | No log | 3.6296 | 196 | 0.7770 | 0.5030 | 0.7770 | 0.8815 |
150
+ | No log | 3.6667 | 198 | 0.7886 | 0.4749 | 0.7886 | 0.8880 |
151
+ | No log | 3.7037 | 200 | 0.7561 | 0.4691 | 0.7561 | 0.8696 |
152
+ | No log | 3.7407 | 202 | 0.7568 | 0.5330 | 0.7568 | 0.8699 |
153
+ | No log | 3.7778 | 204 | 0.8257 | 0.5549 | 0.8257 | 0.9087 |
154
+ | No log | 3.8148 | 206 | 0.8218 | 0.5746 | 0.8218 | 0.9065 |
155
+ | No log | 3.8519 | 208 | 0.7688 | 0.5727 | 0.7688 | 0.8768 |
156
+ | No log | 3.8889 | 210 | 0.7457 | 0.5905 | 0.7457 | 0.8635 |
157
+ | No log | 3.9259 | 212 | 0.7552 | 0.5753 | 0.7552 | 0.8690 |
158
+ | No log | 3.9630 | 214 | 0.6862 | 0.6397 | 0.6862 | 0.8284 |
159
+ | No log | 4.0 | 216 | 0.8273 | 0.4695 | 0.8273 | 0.9095 |
160
+ | No log | 4.0370 | 218 | 0.8294 | 0.4575 | 0.8294 | 0.9107 |
161
+ | No log | 4.0741 | 220 | 0.7794 | 0.4575 | 0.7794 | 0.8828 |
162
+ | No log | 4.1111 | 222 | 0.7074 | 0.6143 | 0.7074 | 0.8410 |
163
+ | No log | 4.1481 | 224 | 0.6952 | 0.5774 | 0.6952 | 0.8338 |
164
+ | No log | 4.1852 | 226 | 0.7033 | 0.6305 | 0.7033 | 0.8386 |
165
+ | No log | 4.2222 | 228 | 0.7329 | 0.5602 | 0.7329 | 0.8561 |
166
+ | No log | 4.2593 | 230 | 0.8635 | 0.5283 | 0.8635 | 0.9292 |
167
+ | No log | 4.2963 | 232 | 1.0430 | 0.4308 | 1.0430 | 1.0213 |
168
+ | No log | 4.3333 | 234 | 1.0575 | 0.4105 | 1.0575 | 1.0283 |
169
+ | No log | 4.3704 | 236 | 0.9123 | 0.4982 | 0.9123 | 0.9551 |
170
+ | No log | 4.4074 | 238 | 0.7532 | 0.5516 | 0.7532 | 0.8679 |
171
+ | No log | 4.4444 | 240 | 0.7333 | 0.4524 | 0.7333 | 0.8564 |
172
+ | No log | 4.4815 | 242 | 0.7475 | 0.3859 | 0.7475 | 0.8646 |
173
+ | No log | 4.5185 | 244 | 0.7955 | 0.4595 | 0.7955 | 0.8919 |
174
+ | No log | 4.5556 | 246 | 0.8963 | 0.4004 | 0.8963 | 0.9468 |
175
+ | No log | 4.5926 | 248 | 0.9070 | 0.4144 | 0.9070 | 0.9523 |
176
+ | No log | 4.6296 | 250 | 0.8632 | 0.3443 | 0.8632 | 0.9291 |
177
+ | No log | 4.6667 | 252 | 0.8281 | 0.3760 | 0.8281 | 0.9100 |
178
+ | No log | 4.7037 | 254 | 0.7824 | 0.3859 | 0.7824 | 0.8846 |
179
+ | No log | 4.7407 | 256 | 0.8195 | 0.3983 | 0.8195 | 0.9053 |
180
+ | No log | 4.7778 | 258 | 0.8911 | 0.4254 | 0.8911 | 0.9440 |
181
+ | No log | 4.8148 | 260 | 0.9232 | 0.4186 | 0.9232 | 0.9608 |
182
+ | No log | 4.8519 | 262 | 0.9484 | 0.4519 | 0.9484 | 0.9739 |
183
+ | No log | 4.8889 | 264 | 0.9416 | 0.4954 | 0.9416 | 0.9704 |
184
+ | No log | 4.9259 | 266 | 0.9289 | 0.4869 | 0.9289 | 0.9638 |
185
+ | No log | 4.9630 | 268 | 0.9445 | 0.4414 | 0.9445 | 0.9719 |
186
+ | No log | 5.0 | 270 | 0.9890 | 0.4469 | 0.9890 | 0.9945 |
187
+ | No log | 5.0370 | 272 | 0.8912 | 0.3952 | 0.8912 | 0.9440 |
188
+ | No log | 5.0741 | 274 | 0.8413 | 0.3455 | 0.8413 | 0.9172 |
189
+ | No log | 5.1111 | 276 | 0.8427 | 0.4368 | 0.8427 | 0.9180 |
190
+ | No log | 5.1481 | 278 | 0.8265 | 0.4110 | 0.8265 | 0.9091 |
191
+ | No log | 5.1852 | 280 | 0.8106 | 0.3074 | 0.8106 | 0.9003 |
192
+ | No log | 5.2222 | 282 | 0.8144 | 0.3403 | 0.8144 | 0.9024 |
193
+ | No log | 5.2593 | 284 | 0.8241 | 0.3528 | 0.8241 | 0.9078 |
194
+ | No log | 5.2963 | 286 | 0.8394 | 0.3506 | 0.8394 | 0.9162 |
195
+ | No log | 5.3333 | 288 | 0.8461 | 0.3214 | 0.8461 | 0.9198 |
196
+ | No log | 5.3704 | 290 | 0.8835 | 0.4301 | 0.8835 | 0.9399 |
197
+ | No log | 5.4074 | 292 | 0.8847 | 0.4568 | 0.8847 | 0.9406 |
198
+ | No log | 5.4444 | 294 | 0.8213 | 0.4599 | 0.8213 | 0.9063 |
199
+ | No log | 5.4815 | 296 | 0.7865 | 0.4888 | 0.7865 | 0.8869 |
200
+ | No log | 5.5185 | 298 | 0.8013 | 0.4813 | 0.8013 | 0.8952 |
201
+ | No log | 5.5556 | 300 | 0.8017 | 0.4676 | 0.8017 | 0.8954 |
202
+ | No log | 5.5926 | 302 | 0.8306 | 0.5410 | 0.8306 | 0.9114 |
203
+ | No log | 5.6296 | 304 | 0.9094 | 0.5012 | 0.9094 | 0.9536 |
204
+ | No log | 5.6667 | 306 | 0.9216 | 0.4405 | 0.9216 | 0.9600 |
205
+ | No log | 5.7037 | 308 | 0.8366 | 0.5740 | 0.8366 | 0.9147 |
206
+ | No log | 5.7407 | 310 | 0.7923 | 0.5522 | 0.7923 | 0.8901 |
207
+ | No log | 5.7778 | 312 | 0.7812 | 0.5066 | 0.7812 | 0.8839 |
208
+ | No log | 5.8148 | 314 | 0.7711 | 0.4932 | 0.7711 | 0.8781 |
209
+ | No log | 5.8519 | 316 | 0.7649 | 0.4869 | 0.7649 | 0.8746 |
210
+ | No log | 5.8889 | 318 | 0.8030 | 0.5318 | 0.8030 | 0.8961 |
211
+ | No log | 5.9259 | 320 | 0.8099 | 0.5093 | 0.8099 | 0.8999 |
212
+ | No log | 5.9630 | 322 | 0.7844 | 0.4494 | 0.7844 | 0.8857 |
213
+ | No log | 6.0 | 324 | 0.7892 | 0.3446 | 0.7892 | 0.8884 |
214
+ | No log | 6.0370 | 326 | 0.8332 | 0.4355 | 0.8332 | 0.9128 |
215
+ | No log | 6.0741 | 328 | 0.8367 | 0.4493 | 0.8367 | 0.9147 |
216
+ | No log | 6.1111 | 330 | 0.7883 | 0.3800 | 0.7883 | 0.8879 |
217
+ | No log | 6.1481 | 332 | 0.7847 | 0.4519 | 0.7847 | 0.8858 |
218
+ | No log | 6.1852 | 334 | 0.8055 | 0.5195 | 0.8055 | 0.8975 |
219
+ | No log | 6.2222 | 336 | 0.8034 | 0.5183 | 0.8034 | 0.8963 |
220
+ | No log | 6.2593 | 338 | 0.8285 | 0.5622 | 0.8285 | 0.9102 |
221
+ | No log | 6.2963 | 340 | 0.8079 | 0.5833 | 0.8079 | 0.8988 |
222
+ | No log | 6.3333 | 342 | 0.7978 | 0.5833 | 0.7978 | 0.8932 |
223
+ | No log | 6.3704 | 344 | 0.7639 | 0.5833 | 0.7639 | 0.8740 |
224
+ | No log | 6.4074 | 346 | 0.7662 | 0.5516 | 0.7662 | 0.8753 |
225
+ | No log | 6.4444 | 348 | 0.7595 | 0.4858 | 0.7595 | 0.8715 |
226
+ | No log | 6.4815 | 350 | 0.7433 | 0.4223 | 0.7433 | 0.8621 |
227
+ | No log | 6.5185 | 352 | 0.7475 | 0.4223 | 0.7475 | 0.8646 |
228
+ | No log | 6.5556 | 354 | 0.7591 | 0.5218 | 0.7591 | 0.8713 |
229
+ | No log | 6.5926 | 356 | 0.7802 | 0.6262 | 0.7802 | 0.8833 |
230
+ | No log | 6.6296 | 358 | 0.7351 | 0.6137 | 0.7351 | 0.8574 |
231
+ | No log | 6.6667 | 360 | 0.7395 | 0.6109 | 0.7395 | 0.8600 |
232
+ | No log | 6.7037 | 362 | 0.8046 | 0.5411 | 0.8046 | 0.8970 |
233
+ | No log | 6.7407 | 364 | 0.7927 | 0.5521 | 0.7927 | 0.8903 |
234
+ | No log | 6.7778 | 366 | 0.7544 | 0.6230 | 0.7544 | 0.8686 |
235
+ | No log | 6.8148 | 368 | 0.7465 | 0.5521 | 0.7465 | 0.8640 |
236
+ | No log | 6.8519 | 370 | 0.7820 | 0.5387 | 0.7820 | 0.8843 |
237
+ | No log | 6.8889 | 372 | 0.8086 | 0.5253 | 0.8086 | 0.8992 |
238
+ | No log | 6.9259 | 374 | 0.8278 | 0.5241 | 0.8278 | 0.9098 |
239
+ | No log | 6.9630 | 376 | 0.7689 | 0.5400 | 0.7689 | 0.8769 |
240
+ | No log | 7.0 | 378 | 0.7554 | 0.5540 | 0.7554 | 0.8692 |
241
+ | No log | 7.0370 | 380 | 0.7480 | 0.5540 | 0.7480 | 0.8648 |
242
+ | No log | 7.0741 | 382 | 0.7243 | 0.4981 | 0.7243 | 0.8511 |
243
+ | No log | 7.1111 | 384 | 0.7162 | 0.4537 | 0.7162 | 0.8463 |
244
+ | No log | 7.1481 | 386 | 0.7221 | 0.3915 | 0.7221 | 0.8498 |
245
+ | No log | 7.1852 | 388 | 0.7105 | 0.5388 | 0.7105 | 0.8429 |
246
+ | No log | 7.2222 | 390 | 0.7309 | 0.5740 | 0.7309 | 0.8549 |
247
+ | No log | 7.2593 | 392 | 0.8228 | 0.4894 | 0.8228 | 0.9071 |
248
+ | No log | 7.2963 | 394 | 0.7994 | 0.5636 | 0.7994 | 0.8941 |
249
+ | No log | 7.3333 | 396 | 0.7082 | 0.5959 | 0.7082 | 0.8415 |
250
+ | No log | 7.3704 | 398 | 0.7407 | 0.5336 | 0.7407 | 0.8606 |
251
+ | No log | 7.4074 | 400 | 0.7843 | 0.4493 | 0.7843 | 0.8856 |
252
+ | No log | 7.4444 | 402 | 0.7279 | 0.4379 | 0.7279 | 0.8532 |
253
+ | No log | 7.4815 | 404 | 0.7366 | 0.4466 | 0.7366 | 0.8582 |
254
+ | No log | 7.5185 | 406 | 0.7966 | 0.5178 | 0.7966 | 0.8925 |
255
+ | No log | 7.5556 | 408 | 0.7864 | 0.4697 | 0.7864 | 0.8868 |
256
+ | No log | 7.5926 | 410 | 0.7510 | 0.4209 | 0.7510 | 0.8666 |
257
+ | No log | 7.6296 | 412 | 0.7324 | 0.5084 | 0.7324 | 0.8558 |
258
+ | No log | 7.6667 | 414 | 0.7400 | 0.5305 | 0.7400 | 0.8602 |
259
+ | No log | 7.7037 | 416 | 0.7879 | 0.5266 | 0.7879 | 0.8876 |
260
+ | No log | 7.7407 | 418 | 0.9045 | 0.5283 | 0.9045 | 0.9510 |
261
+ | No log | 7.7778 | 420 | 0.9258 | 0.5465 | 0.9258 | 0.9622 |
262
+ | No log | 7.8148 | 422 | 0.8860 | 0.5094 | 0.8860 | 0.9413 |
263
+ | No log | 7.8519 | 424 | 0.8155 | 0.5318 | 0.8155 | 0.9031 |
264
+ | No log | 7.8889 | 426 | 0.8157 | 0.5579 | 0.8157 | 0.9032 |
265
+ | No log | 7.9259 | 428 | 0.8059 | 0.5579 | 0.8059 | 0.8977 |
266
+ | No log | 7.9630 | 430 | 0.8154 | 0.5579 | 0.8154 | 0.9030 |
267
+ | No log | 8.0 | 432 | 0.8038 | 0.5387 | 0.8038 | 0.8966 |
268
+ | No log | 8.0370 | 434 | 0.7901 | 0.4946 | 0.7901 | 0.8889 |
269
+ | No log | 8.0741 | 436 | 0.8000 | 0.5306 | 0.8000 | 0.8944 |
270
+ | No log | 8.1111 | 438 | 0.7770 | 0.4461 | 0.7770 | 0.8815 |
271
+ | No log | 8.1481 | 440 | 0.7743 | 0.4461 | 0.7743 | 0.8799 |
272
+ | No log | 8.1852 | 442 | 0.7490 | 0.4615 | 0.7490 | 0.8655 |
273
+ | No log | 8.2222 | 444 | 0.7537 | 0.5084 | 0.7537 | 0.8682 |
274
+ | No log | 8.2593 | 446 | 0.8244 | 0.5579 | 0.8244 | 0.9079 |
275
+ | No log | 8.2963 | 448 | 0.8499 | 0.5579 | 0.8499 | 0.9219 |
276
+ | No log | 8.3333 | 450 | 0.8043 | 0.4952 | 0.8043 | 0.8968 |
277
+ | No log | 8.3704 | 452 | 0.7322 | 0.4728 | 0.7322 | 0.8557 |
278
+ | No log | 8.4074 | 454 | 0.7138 | 0.4822 | 0.7138 | 0.8448 |
279
+ | No log | 8.4444 | 456 | 0.7182 | 0.4838 | 0.7182 | 0.8475 |
280
+ | No log | 8.4815 | 458 | 0.7138 | 0.4520 | 0.7138 | 0.8449 |
281
+ | No log | 8.5185 | 460 | 0.7431 | 0.4728 | 0.7431 | 0.8620 |
282
+ | No log | 8.5556 | 462 | 0.7542 | 0.4728 | 0.7542 | 0.8684 |
283
+ | No log | 8.5926 | 464 | 0.7336 | 0.4981 | 0.7336 | 0.8565 |
284
+ | No log | 8.6296 | 466 | 0.7256 | 0.5546 | 0.7256 | 0.8518 |
285
+ | No log | 8.6667 | 468 | 0.7653 | 0.5898 | 0.7653 | 0.8748 |
286
+ | No log | 8.7037 | 470 | 0.8640 | 0.5892 | 0.8640 | 0.9295 |
287
+ | No log | 8.7407 | 472 | 0.8839 | 0.6181 | 0.8839 | 0.9402 |
288
+ | No log | 8.7778 | 474 | 0.8071 | 0.5658 | 0.8071 | 0.8984 |
289
+ | No log | 8.8148 | 476 | 0.7297 | 0.5098 | 0.7297 | 0.8542 |
290
+ | No log | 8.8519 | 478 | 0.7086 | 0.5135 | 0.7086 | 0.8418 |
291
+ | No log | 8.8889 | 480 | 0.7192 | 0.4932 | 0.7192 | 0.8481 |
292
+ | No log | 8.9259 | 482 | 0.7219 | 0.5163 | 0.7219 | 0.8496 |
293
+ | No log | 8.9630 | 484 | 0.7265 | 0.5125 | 0.7265 | 0.8523 |
294
+ | No log | 9.0 | 486 | 0.7811 | 0.5718 | 0.7811 | 0.8838 |
295
+ | No log | 9.0370 | 488 | 0.8230 | 0.5482 | 0.8230 | 0.9072 |
296
+ | No log | 9.0741 | 490 | 0.7979 | 0.5718 | 0.7979 | 0.8932 |
297
+ | No log | 9.1111 | 492 | 0.7585 | 0.5339 | 0.7585 | 0.8709 |
298
+ | No log | 9.1481 | 494 | 0.7840 | 0.4775 | 0.7840 | 0.8855 |
299
+ | No log | 9.1852 | 496 | 0.8041 | 0.4801 | 0.8041 | 0.8967 |
300
+ | No log | 9.2222 | 498 | 0.7626 | 0.4720 | 0.7626 | 0.8733 |
301
+ | 0.3082 | 9.2593 | 500 | 0.7733 | 0.5098 | 0.7733 | 0.8794 |
302
+ | 0.3082 | 9.2963 | 502 | 0.8443 | 0.5356 | 0.8443 | 0.9188 |
303
+ | 0.3082 | 9.3333 | 504 | 0.8994 | 0.4255 | 0.8994 | 0.9484 |
304
+ | 0.3082 | 9.3704 | 506 | 0.8687 | 0.4444 | 0.8687 | 0.9320 |
305
+ | 0.3082 | 9.4074 | 508 | 0.8044 | 0.4843 | 0.8044 | 0.8969 |
306
+ | 0.3082 | 9.4444 | 510 | 0.7582 | 0.4869 | 0.7583 | 0.8708 |
307
+ | 0.3082 | 9.4815 | 512 | 0.7466 | 0.4371 | 0.7466 | 0.8641 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions