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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k16_task1_organization

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bert
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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k15_task1_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k15_task1_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.7167
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- - Qwk: 0.3022
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- - Mse: 1.7167
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- - Rmse: 1.3102
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  ## Model description
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@@ -49,268 +49,273 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0303 | 2 | 6.9944 | 0.0057 | 6.9944 | 2.6447 |
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- | No log | 0.0606 | 4 | 4.5153 | 0.0407 | 4.5153 | 2.1249 |
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- | No log | 0.0909 | 6 | 3.7162 | -0.0635 | 3.7162 | 1.9278 |
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- | No log | 0.1212 | 8 | 3.7143 | -0.1047 | 3.7143 | 1.9273 |
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- | No log | 0.1515 | 10 | 3.2285 | 0.0118 | 3.2285 | 1.7968 |
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- | No log | 0.1818 | 12 | 2.4530 | 0.0930 | 2.4530 | 1.5662 |
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- | No log | 0.2121 | 14 | 2.2921 | 0.1538 | 2.2921 | 1.5140 |
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- | No log | 0.2424 | 16 | 2.2405 | 0.2628 | 2.2405 | 1.4968 |
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- | No log | 0.2727 | 18 | 2.3051 | 0.1497 | 2.3051 | 1.5183 |
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- | No log | 0.3030 | 20 | 2.3160 | 0.1208 | 2.3160 | 1.5219 |
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- | No log | 0.3333 | 22 | 2.3371 | 0.1208 | 2.3371 | 1.5288 |
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- | No log | 0.3636 | 24 | 2.3923 | 0.0933 | 2.3923 | 1.5467 |
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- | No log | 0.3939 | 26 | 2.3991 | 0.0933 | 2.3991 | 1.5489 |
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- | No log | 0.4242 | 28 | 2.4278 | 0.1224 | 2.4278 | 1.5581 |
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- | No log | 0.4545 | 30 | 2.2243 | 0.2464 | 2.2243 | 1.4914 |
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- | No log | 0.4848 | 32 | 1.9640 | 0.2080 | 1.9640 | 1.4014 |
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- | No log | 0.5152 | 34 | 1.7294 | 0.0708 | 1.7294 | 1.3151 |
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- | No log | 0.5455 | 36 | 1.6212 | 0.1714 | 1.6212 | 1.2732 |
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- | No log | 0.5758 | 38 | 1.5596 | 0.1887 | 1.5596 | 1.2488 |
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- | No log | 0.6061 | 40 | 1.5678 | 0.2385 | 1.5678 | 1.2521 |
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- | No log | 0.6364 | 42 | 1.6246 | 0.2385 | 1.6246 | 1.2746 |
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- | No log | 0.6667 | 44 | 1.7130 | 0.2807 | 1.7130 | 1.3088 |
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- | No log | 0.6970 | 46 | 1.8307 | 0.2185 | 1.8307 | 1.3530 |
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- | No log | 0.7273 | 48 | 1.8662 | 0.1008 | 1.8662 | 1.3661 |
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- | No log | 0.7576 | 50 | 2.2266 | 0.0167 | 2.2266 | 1.4922 |
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- | No log | 0.7879 | 52 | 2.3084 | -0.0164 | 2.3084 | 1.5194 |
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- | No log | 0.8182 | 54 | 2.4142 | -0.0813 | 2.4142 | 1.5538 |
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- | No log | 0.8485 | 56 | 1.8711 | 0.0536 | 1.8711 | 1.3679 |
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- | No log | 0.8788 | 58 | 1.4019 | 0.2593 | 1.4019 | 1.1840 |
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- | No log | 0.9091 | 60 | 1.3756 | 0.3361 | 1.3756 | 1.1729 |
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- | No log | 0.9394 | 62 | 1.3331 | 0.3248 | 1.3331 | 1.1546 |
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- | No log | 0.9697 | 64 | 1.4205 | 0.4071 | 1.4205 | 1.1918 |
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- | No log | 1.0 | 66 | 1.7671 | 0.2679 | 1.7671 | 1.3293 |
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- | No log | 1.0303 | 68 | 1.8373 | 0.2364 | 1.8373 | 1.3555 |
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- | No log | 1.0606 | 70 | 1.5523 | 0.3393 | 1.5523 | 1.2459 |
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- | No log | 1.0909 | 72 | 1.3863 | 0.3243 | 1.3863 | 1.1774 |
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- | No log | 1.1212 | 74 | 1.3750 | 0.3540 | 1.3750 | 1.1726 |
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- | No log | 1.1515 | 76 | 1.3629 | 0.3860 | 1.3629 | 1.1674 |
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- | No log | 1.1818 | 78 | 1.4439 | 0.3393 | 1.4439 | 1.2016 |
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- | No log | 1.2121 | 80 | 1.5159 | 0.3604 | 1.5159 | 1.2312 |
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- | No log | 1.2424 | 82 | 1.7802 | 0.2321 | 1.7802 | 1.3342 |
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- | No log | 1.2727 | 84 | 1.8063 | 0.2456 | 1.8063 | 1.3440 |
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- | No log | 1.3030 | 86 | 1.5623 | 0.3793 | 1.5623 | 1.2499 |
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- | No log | 1.3333 | 88 | 1.4173 | 0.3478 | 1.4173 | 1.1905 |
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- | No log | 1.3636 | 90 | 1.2854 | 0.3684 | 1.2854 | 1.1338 |
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- | No log | 1.3939 | 92 | 1.3589 | 0.2936 | 1.3589 | 1.1657 |
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- | No log | 1.4242 | 94 | 1.3796 | 0.3393 | 1.3796 | 1.1745 |
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- | No log | 1.4545 | 96 | 1.4248 | 0.3966 | 1.4248 | 1.1937 |
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- | No log | 1.4848 | 98 | 1.4145 | 0.4035 | 1.4145 | 1.1893 |
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- | No log | 1.5152 | 100 | 1.5414 | 0.4068 | 1.5414 | 1.2415 |
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- | No log | 1.5455 | 102 | 1.6869 | 0.3051 | 1.6869 | 1.2988 |
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- | No log | 1.5758 | 104 | 1.6587 | 0.3115 | 1.6587 | 1.2879 |
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- | No log | 1.6061 | 106 | 1.7339 | 0.2810 | 1.7339 | 1.3168 |
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- | No log | 1.6364 | 108 | 1.6304 | 0.3415 | 1.6304 | 1.2769 |
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- | No log | 1.6667 | 110 | 1.7599 | 0.2835 | 1.7599 | 1.3266 |
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- | No log | 1.6970 | 112 | 1.8480 | 0.2258 | 1.8480 | 1.3594 |
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- | No log | 1.7273 | 114 | 1.5999 | 0.3333 | 1.5999 | 1.2649 |
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- | No log | 1.7576 | 116 | 1.4627 | 0.5079 | 1.4627 | 1.2094 |
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- | No log | 1.7879 | 118 | 1.4149 | 0.4 | 1.4149 | 1.1895 |
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- | No log | 1.8182 | 120 | 1.5311 | 0.5077 | 1.5311 | 1.2374 |
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- | No log | 1.8485 | 122 | 1.8821 | 0.2609 | 1.8821 | 1.3719 |
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- | No log | 1.8788 | 124 | 1.9892 | 0.1630 | 1.9892 | 1.4104 |
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- | No log | 1.9091 | 126 | 1.8187 | 0.3088 | 1.8187 | 1.3486 |
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- | No log | 1.9394 | 128 | 1.4761 | 0.4715 | 1.4761 | 1.2149 |
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- | No log | 1.9697 | 130 | 1.3188 | 0.4068 | 1.3188 | 1.1484 |
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- | No log | 2.0 | 132 | 1.3135 | 0.5082 | 1.3135 | 1.1461 |
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- | No log | 2.0303 | 134 | 1.4589 | 0.4733 | 1.4589 | 1.2079 |
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- | No log | 2.0606 | 136 | 1.6805 | 0.3284 | 1.6805 | 1.2963 |
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- | No log | 2.0909 | 138 | 2.0007 | 0.0916 | 2.0007 | 1.4144 |
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- | No log | 2.1212 | 140 | 1.9180 | 0.1493 | 1.9180 | 1.3849 |
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- | No log | 2.1515 | 142 | 1.5706 | 0.3556 | 1.5706 | 1.2532 |
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- | No log | 2.1818 | 144 | 1.2024 | 0.5873 | 1.2024 | 1.0965 |
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- | No log | 2.2121 | 146 | 1.0618 | 0.4370 | 1.0618 | 1.0305 |
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- | No log | 2.2424 | 148 | 1.0357 | 0.5484 | 1.0357 | 1.0177 |
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- | No log | 2.2727 | 150 | 1.1690 | 0.5512 | 1.1690 | 1.0812 |
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- | No log | 2.3030 | 152 | 1.3789 | 0.4496 | 1.3789 | 1.1743 |
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- | No log | 2.3333 | 154 | 1.2727 | 0.5197 | 1.2727 | 1.1282 |
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- | No log | 2.3636 | 156 | 1.1478 | 0.5528 | 1.1478 | 1.0713 |
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- | No log | 2.3939 | 158 | 1.1685 | 0.5323 | 1.1685 | 1.0810 |
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- | No log | 2.4242 | 160 | 1.2396 | 0.5161 | 1.2396 | 1.1134 |
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- | No log | 2.4545 | 162 | 1.3491 | 0.5039 | 1.3491 | 1.1615 |
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- | No log | 2.4848 | 164 | 1.3579 | 0.5156 | 1.3579 | 1.1653 |
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- | No log | 2.5152 | 166 | 1.4688 | 0.3721 | 1.4688 | 1.2119 |
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- | No log | 2.5455 | 168 | 1.4561 | 0.4127 | 1.4561 | 1.2067 |
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- | No log | 2.5758 | 170 | 1.4176 | 0.5 | 1.4176 | 1.1906 |
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- | No log | 2.6061 | 172 | 1.4266 | 0.4754 | 1.4266 | 1.1944 |
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- | No log | 2.6364 | 174 | 1.6812 | 0.2835 | 1.6812 | 1.2966 |
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- | No log | 2.6667 | 176 | 1.9125 | 0.2114 | 1.9125 | 1.3829 |
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- | No log | 2.6970 | 178 | 2.0021 | 0.1667 | 2.0021 | 1.4150 |
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- | No log | 2.7273 | 180 | 1.8599 | 0.2131 | 1.8599 | 1.3638 |
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- | No log | 2.7576 | 182 | 1.5087 | 0.4496 | 1.5087 | 1.2283 |
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- | No log | 2.7879 | 184 | 1.3008 | 0.5385 | 1.3008 | 1.1405 |
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- | No log | 2.8182 | 186 | 1.2706 | 0.5271 | 1.2706 | 1.1272 |
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- | No log | 2.8485 | 188 | 1.3617 | 0.5116 | 1.3617 | 1.1669 |
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- | No log | 2.8788 | 190 | 1.3683 | 0.4844 | 1.3683 | 1.1697 |
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- | No log | 2.9091 | 192 | 1.4496 | 0.4361 | 1.4496 | 1.2040 |
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- | No log | 2.9394 | 194 | 1.4260 | 0.4462 | 1.4260 | 1.1942 |
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- | No log | 2.9697 | 196 | 1.3760 | 0.5197 | 1.3760 | 1.1730 |
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- | No log | 3.0 | 198 | 1.3927 | 0.5156 | 1.3927 | 1.1801 |
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- | No log | 3.0303 | 200 | 1.4339 | 0.4844 | 1.4339 | 1.1974 |
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- | No log | 3.0606 | 202 | 1.4469 | 0.4961 | 1.4469 | 1.2029 |
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- | No log | 3.0909 | 204 | 1.4224 | 0.5344 | 1.4224 | 1.1926 |
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- | No log | 3.1212 | 206 | 1.4897 | 0.4179 | 1.4897 | 1.2205 |
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- | No log | 3.1515 | 208 | 1.5812 | 0.3485 | 1.5812 | 1.2575 |
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- | No log | 3.1818 | 210 | 1.6296 | 0.3256 | 1.6296 | 1.2766 |
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- | No log | 3.2121 | 212 | 1.4779 | 0.4252 | 1.4779 | 1.2157 |
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- | No log | 3.2424 | 214 | 1.3430 | 0.496 | 1.3430 | 1.1589 |
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- | No log | 3.2727 | 216 | 1.2147 | 0.528 | 1.2147 | 1.1021 |
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- | No log | 3.3030 | 218 | 1.3675 | 0.4844 | 1.3675 | 1.1694 |
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- | No log | 3.3333 | 220 | 1.5121 | 0.4 | 1.5121 | 1.2297 |
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- | No log | 3.3636 | 222 | 1.3824 | 0.4878 | 1.3824 | 1.1757 |
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- | No log | 3.3939 | 224 | 1.1374 | 0.4957 | 1.1374 | 1.0665 |
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- | No log | 3.4242 | 226 | 1.1127 | 0.4696 | 1.1127 | 1.0548 |
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- | No log | 3.4545 | 228 | 1.1710 | 0.4522 | 1.1710 | 1.0821 |
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- | No log | 3.4848 | 230 | 1.3114 | 0.4522 | 1.3114 | 1.1452 |
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- | No log | 3.5152 | 232 | 1.3567 | 0.4667 | 1.3567 | 1.1648 |
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- | No log | 3.5455 | 234 | 1.3247 | 0.4921 | 1.3247 | 1.1510 |
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- | No log | 3.5758 | 236 | 1.2507 | 0.5312 | 1.2507 | 1.1183 |
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- | No log | 3.6061 | 238 | 1.1976 | 0.5714 | 1.1976 | 1.0944 |
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- | No log | 3.6364 | 240 | 1.1839 | 0.5736 | 1.1839 | 1.0881 |
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- | No log | 3.6667 | 242 | 1.3254 | 0.5255 | 1.3254 | 1.1513 |
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- | No log | 3.6970 | 244 | 1.3419 | 0.4889 | 1.3419 | 1.1584 |
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- | No log | 3.7273 | 246 | 1.4214 | 0.4148 | 1.4214 | 1.1922 |
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- | No log | 3.7576 | 248 | 1.5377 | 0.3704 | 1.5377 | 1.2400 |
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- | No log | 3.7879 | 250 | 1.5166 | 0.3359 | 1.5166 | 1.2315 |
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- | No log | 3.8182 | 252 | 1.5304 | 0.368 | 1.5304 | 1.2371 |
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- | No log | 3.8485 | 254 | 1.5101 | 0.4034 | 1.5101 | 1.2289 |
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- | No log | 3.8788 | 256 | 1.4454 | 0.4202 | 1.4454 | 1.2022 |
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- | No log | 3.9091 | 258 | 1.5006 | 0.4034 | 1.5006 | 1.2250 |
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- | No log | 3.9394 | 260 | 1.6493 | 0.2581 | 1.6493 | 1.2843 |
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- | No log | 3.9697 | 262 | 1.8253 | 0.1760 | 1.8253 | 1.3510 |
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- | No log | 4.0 | 264 | 1.8408 | 0.2047 | 1.8408 | 1.3568 |
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- | No log | 4.0303 | 266 | 1.7825 | 0.2308 | 1.7825 | 1.3351 |
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- | No log | 4.0606 | 268 | 1.6237 | 0.3008 | 1.6237 | 1.2742 |
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- | No log | 4.0909 | 270 | 1.5478 | 0.4211 | 1.5478 | 1.2441 |
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- | No log | 4.1212 | 272 | 1.4616 | 0.4242 | 1.4616 | 1.2089 |
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- | No log | 4.1515 | 274 | 1.4935 | 0.4361 | 1.4935 | 1.2221 |
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- | No log | 4.1818 | 276 | 1.6308 | 0.3664 | 1.6308 | 1.2770 |
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- | No log | 4.2121 | 278 | 1.7634 | 0.2462 | 1.7634 | 1.3279 |
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- | No log | 4.2424 | 280 | 1.8587 | 0.2406 | 1.8587 | 1.3633 |
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- | No log | 4.2727 | 282 | 1.8221 | 0.2836 | 1.8221 | 1.3499 |
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- | No log | 4.3030 | 284 | 1.5922 | 0.3158 | 1.5922 | 1.2618 |
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- | No log | 4.3333 | 286 | 1.3365 | 0.5039 | 1.3365 | 1.1561 |
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- | No log | 4.3636 | 288 | 1.3022 | 0.5039 | 1.3022 | 1.1411 |
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- | No log | 4.3939 | 290 | 1.4342 | 0.4444 | 1.4342 | 1.1976 |
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- | No log | 4.4242 | 292 | 1.6800 | 0.3212 | 1.6800 | 1.2961 |
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- | No log | 4.4545 | 294 | 1.8339 | 0.2482 | 1.8339 | 1.3542 |
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- | No log | 4.4848 | 296 | 2.0354 | 0.1176 | 2.0354 | 1.4267 |
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- | No log | 4.5152 | 298 | 2.0186 | 0.0746 | 2.0186 | 1.4208 |
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- | No log | 4.5455 | 300 | 1.7992 | 0.2556 | 1.7992 | 1.3413 |
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- | No log | 4.5758 | 302 | 1.5955 | 0.3411 | 1.5955 | 1.2631 |
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- | No log | 4.6061 | 304 | 1.4671 | 0.3810 | 1.4671 | 1.2113 |
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- | No log | 4.6364 | 306 | 1.3656 | 0.5041 | 1.3656 | 1.1686 |
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- | No log | 4.6667 | 308 | 1.3630 | 0.5397 | 1.3630 | 1.1675 |
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- | No log | 4.6970 | 310 | 1.4873 | 0.4296 | 1.4873 | 1.2196 |
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- | No log | 4.7273 | 312 | 1.7610 | 0.2446 | 1.7610 | 1.3270 |
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- | No log | 4.7576 | 314 | 2.0182 | 0.1460 | 2.0182 | 1.4207 |
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- | No log | 4.7879 | 316 | 2.1348 | 0.1714 | 2.1348 | 1.4611 |
210
- | No log | 4.8182 | 318 | 2.1244 | 0.1831 | 2.1244 | 1.4575 |
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- | No log | 4.8485 | 320 | 1.9065 | 0.2857 | 1.9065 | 1.3808 |
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- | No log | 4.8788 | 322 | 1.5997 | 0.3597 | 1.5997 | 1.2648 |
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- | No log | 4.9091 | 324 | 1.4691 | 0.4925 | 1.4691 | 1.2121 |
214
- | No log | 4.9394 | 326 | 1.5112 | 0.4328 | 1.5112 | 1.2293 |
215
- | No log | 4.9697 | 328 | 1.6980 | 0.3333 | 1.6980 | 1.3031 |
216
- | No log | 5.0 | 330 | 1.9604 | 0.2286 | 1.9604 | 1.4001 |
217
- | No log | 5.0303 | 332 | 1.9863 | 0.1986 | 1.9863 | 1.4094 |
218
- | No log | 5.0606 | 334 | 1.9663 | 0.1986 | 1.9663 | 1.4022 |
219
- | No log | 5.0909 | 336 | 1.9781 | 0.1986 | 1.9781 | 1.4064 |
220
- | No log | 5.1212 | 338 | 2.0225 | 0.2000 | 2.0225 | 1.4221 |
221
- | No log | 5.1515 | 340 | 2.0287 | 0.2000 | 2.0287 | 1.4243 |
222
- | No log | 5.1818 | 342 | 2.0276 | 0.2000 | 2.0276 | 1.4239 |
223
- | No log | 5.2121 | 344 | 1.9562 | 0.1844 | 1.9562 | 1.3986 |
224
- | No log | 5.2424 | 346 | 1.7553 | 0.3333 | 1.7553 | 1.3249 |
225
- | No log | 5.2727 | 348 | 1.6211 | 0.4058 | 1.6211 | 1.2732 |
226
- | No log | 5.3030 | 350 | 1.6287 | 0.3796 | 1.6287 | 1.2762 |
227
- | No log | 5.3333 | 352 | 1.5323 | 0.3676 | 1.5323 | 1.2378 |
228
- | No log | 5.3636 | 354 | 1.4494 | 0.4328 | 1.4494 | 1.2039 |
229
- | No log | 5.3939 | 356 | 1.4895 | 0.4148 | 1.4895 | 1.2204 |
230
- | No log | 5.4242 | 358 | 1.7277 | 0.3143 | 1.7277 | 1.3144 |
231
- | No log | 5.4545 | 360 | 2.0436 | 0.2098 | 2.0436 | 1.4295 |
232
- | No log | 5.4848 | 362 | 2.0502 | 0.2222 | 2.0502 | 1.4319 |
233
- | No log | 5.5152 | 364 | 1.9849 | 0.2778 | 1.9849 | 1.4089 |
234
- | No log | 5.5455 | 366 | 1.7435 | 0.3497 | 1.7435 | 1.3204 |
235
- | No log | 5.5758 | 368 | 1.5414 | 0.3597 | 1.5414 | 1.2415 |
236
- | No log | 5.6061 | 370 | 1.4444 | 0.4328 | 1.4444 | 1.2018 |
237
- | No log | 5.6364 | 372 | 1.5102 | 0.4203 | 1.5102 | 1.2289 |
238
- | No log | 5.6667 | 374 | 1.7301 | 0.2878 | 1.7301 | 1.3153 |
239
- | No log | 5.6970 | 376 | 1.8386 | 0.2754 | 1.8386 | 1.3559 |
240
- | No log | 5.7273 | 378 | 1.7688 | 0.2590 | 1.7688 | 1.3299 |
241
- | No log | 5.7576 | 380 | 1.6764 | 0.3333 | 1.6764 | 1.2948 |
242
- | No log | 5.7879 | 382 | 1.6558 | 0.3212 | 1.6558 | 1.2868 |
243
- | No log | 5.8182 | 384 | 1.6592 | 0.3212 | 1.6592 | 1.2881 |
244
- | No log | 5.8485 | 386 | 1.8444 | 0.3022 | 1.8444 | 1.3581 |
245
- | No log | 5.8788 | 388 | 2.0224 | 0.2695 | 2.0224 | 1.4221 |
246
- | No log | 5.9091 | 390 | 1.9895 | 0.2695 | 1.9895 | 1.4105 |
247
- | No log | 5.9394 | 392 | 1.7949 | 0.3022 | 1.7949 | 1.3397 |
248
- | No log | 5.9697 | 394 | 1.5034 | 0.4029 | 1.5034 | 1.2261 |
249
- | No log | 6.0 | 396 | 1.3198 | 0.4672 | 1.3198 | 1.1488 |
250
- | No log | 6.0303 | 398 | 1.2589 | 0.4925 | 1.2589 | 1.1220 |
251
- | No log | 6.0606 | 400 | 1.2109 | 0.5231 | 1.2109 | 1.1004 |
252
- | No log | 6.0909 | 402 | 1.2751 | 0.4848 | 1.2751 | 1.1292 |
253
- | No log | 6.1212 | 404 | 1.4672 | 0.4088 | 1.4672 | 1.2113 |
254
- | No log | 6.1515 | 406 | 1.7512 | 0.3066 | 1.7512 | 1.3233 |
255
- | No log | 6.1818 | 408 | 1.8199 | 0.2899 | 1.8199 | 1.3490 |
256
- | No log | 6.2121 | 410 | 1.8737 | 0.2286 | 1.8737 | 1.3688 |
257
- | No log | 6.2424 | 412 | 1.7951 | 0.3022 | 1.7951 | 1.3398 |
258
- | No log | 6.2727 | 414 | 1.6056 | 0.3913 | 1.6056 | 1.2671 |
259
- | No log | 6.3030 | 416 | 1.5029 | 0.4234 | 1.5029 | 1.2259 |
260
- | No log | 6.3333 | 418 | 1.4873 | 0.4526 | 1.4873 | 1.2196 |
261
- | No log | 6.3636 | 420 | 1.5242 | 0.4444 | 1.5242 | 1.2346 |
262
- | No log | 6.3939 | 422 | 1.5626 | 0.4627 | 1.5626 | 1.2501 |
263
- | No log | 6.4242 | 424 | 1.5605 | 0.4122 | 1.5605 | 1.2492 |
264
- | No log | 6.4545 | 426 | 1.5478 | 0.4122 | 1.5478 | 1.2441 |
265
- | No log | 6.4848 | 428 | 1.5280 | 0.4122 | 1.5280 | 1.2361 |
266
- | No log | 6.5152 | 430 | 1.5320 | 0.4122 | 1.5320 | 1.2378 |
267
- | No log | 6.5455 | 432 | 1.5495 | 0.4122 | 1.5495 | 1.2448 |
268
- | No log | 6.5758 | 434 | 1.6572 | 0.3788 | 1.6571 | 1.2873 |
269
- | No log | 6.6061 | 436 | 1.7076 | 0.3382 | 1.7076 | 1.3068 |
270
- | No log | 6.6364 | 438 | 1.6395 | 0.4148 | 1.6395 | 1.2804 |
271
- | No log | 6.6667 | 440 | 1.5910 | 0.4148 | 1.5910 | 1.2614 |
272
- | No log | 6.6970 | 442 | 1.5514 | 0.4148 | 1.5514 | 1.2456 |
273
- | No log | 6.7273 | 444 | 1.5695 | 0.3971 | 1.5695 | 1.2528 |
274
- | No log | 6.7576 | 446 | 1.6529 | 0.3478 | 1.6529 | 1.2856 |
275
- | No log | 6.7879 | 448 | 1.6667 | 0.3478 | 1.6667 | 1.2910 |
276
- | No log | 6.8182 | 450 | 1.5943 | 0.3529 | 1.5943 | 1.2626 |
277
- | No log | 6.8485 | 452 | 1.6232 | 0.3358 | 1.6232 | 1.2741 |
278
- | No log | 6.8788 | 454 | 1.7026 | 0.3143 | 1.7026 | 1.3048 |
279
- | No log | 6.9091 | 456 | 1.8190 | 0.2553 | 1.8190 | 1.3487 |
280
- | No log | 6.9394 | 458 | 1.8363 | 0.2553 | 1.8363 | 1.3551 |
281
- | No log | 6.9697 | 460 | 1.6069 | 0.3478 | 1.6069 | 1.2676 |
282
- | No log | 7.0 | 462 | 1.3671 | 0.4662 | 1.3671 | 1.1692 |
283
- | No log | 7.0303 | 464 | 1.2786 | 0.5736 | 1.2786 | 1.1308 |
284
- | No log | 7.0606 | 466 | 1.3161 | 0.5469 | 1.3161 | 1.1472 |
285
- | No log | 7.0909 | 468 | 1.4248 | 0.4427 | 1.4248 | 1.1937 |
286
- | No log | 7.1212 | 470 | 1.6490 | 0.3212 | 1.6490 | 1.2841 |
287
- | No log | 7.1515 | 472 | 1.8276 | 0.2553 | 1.8276 | 1.3519 |
288
- | No log | 7.1818 | 474 | 1.8325 | 0.2014 | 1.8325 | 1.3537 |
289
- | No log | 7.2121 | 476 | 1.7131 | 0.2687 | 1.7131 | 1.3089 |
290
- | No log | 7.2424 | 478 | 1.6029 | 0.3840 | 1.6029 | 1.2660 |
291
- | No log | 7.2727 | 480 | 1.6119 | 0.35 | 1.6119 | 1.2696 |
292
- | No log | 7.3030 | 482 | 1.6414 | 0.3802 | 1.6414 | 1.2812 |
293
- | No log | 7.3333 | 484 | 1.7304 | 0.3226 | 1.7304 | 1.3154 |
294
- | No log | 7.3636 | 486 | 1.7827 | 0.2370 | 1.7827 | 1.3352 |
295
- | No log | 7.3939 | 488 | 1.6803 | 0.3556 | 1.6803 | 1.2963 |
296
- | No log | 7.4242 | 490 | 1.5603 | 0.3609 | 1.5603 | 1.2491 |
297
- | No log | 7.4545 | 492 | 1.4283 | 0.4531 | 1.4283 | 1.1951 |
298
- | No log | 7.4848 | 494 | 1.3342 | 0.4160 | 1.3342 | 1.1551 |
299
- | No log | 7.5152 | 496 | 1.3632 | 0.4409 | 1.3632 | 1.1675 |
300
- | No log | 7.5455 | 498 | 1.5263 | 0.4091 | 1.5263 | 1.2354 |
301
- | 0.4132 | 7.5758 | 500 | 1.7767 | 0.3066 | 1.7767 | 1.3329 |
302
- | 0.4132 | 7.6061 | 502 | 1.8679 | 0.2899 | 1.8679 | 1.3667 |
303
- | 0.4132 | 7.6364 | 504 | 1.7845 | 0.2899 | 1.7845 | 1.3359 |
304
- | 0.4132 | 7.6667 | 506 | 1.6449 | 0.3759 | 1.6449 | 1.2825 |
305
- | 0.4132 | 7.6970 | 508 | 1.5565 | 0.4091 | 1.5565 | 1.2476 |
306
- | 0.4132 | 7.7273 | 510 | 1.4505 | 0.4462 | 1.4505 | 1.2044 |
307
- | 0.4132 | 7.7576 | 512 | 1.4850 | 0.4462 | 1.4850 | 1.2186 |
308
- | 0.4132 | 7.7879 | 514 | 1.6438 | 0.3529 | 1.6438 | 1.2821 |
309
- | 0.4132 | 7.8182 | 516 | 1.8453 | 0.2734 | 1.8453 | 1.3584 |
310
- | 0.4132 | 7.8485 | 518 | 1.9250 | 0.2128 | 1.9250 | 1.3874 |
311
- | 0.4132 | 7.8788 | 520 | 1.9368 | 0.2254 | 1.9368 | 1.3917 |
312
- | 0.4132 | 7.9091 | 522 | 1.8844 | 0.2571 | 1.8844 | 1.3727 |
313
- | 0.4132 | 7.9394 | 524 | 1.7167 | 0.3022 | 1.7167 | 1.3102 |
 
 
 
 
 
314
 
315
 
316
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k16_task1_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k16_task1_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.3764
19
+ - Qwk: 0.4593
20
+ - Mse: 1.3764
21
+ - Rmse: 1.1732
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0286 | 2 | 6.8337 | 0.0242 | 6.8337 | 2.6141 |
53
+ | No log | 0.0571 | 4 | 4.4891 | 0.0928 | 4.4891 | 2.1187 |
54
+ | No log | 0.0857 | 6 | 3.6095 | -0.0417 | 3.6095 | 1.8999 |
55
+ | No log | 0.1143 | 8 | 2.6066 | 0.0805 | 2.6066 | 1.6145 |
56
+ | No log | 0.1429 | 10 | 2.3240 | 0.0833 | 2.3240 | 1.5245 |
57
+ | No log | 0.1714 | 12 | 2.4556 | 0.0946 | 2.4556 | 1.5670 |
58
+ | No log | 0.2 | 14 | 2.0410 | 0.0960 | 2.0410 | 1.4286 |
59
+ | No log | 0.2286 | 16 | 1.8799 | 0.2931 | 1.8799 | 1.3711 |
60
+ | No log | 0.2571 | 18 | 1.7234 | 0.2957 | 1.7234 | 1.3128 |
61
+ | No log | 0.2857 | 20 | 1.5811 | 0.3036 | 1.5811 | 1.2574 |
62
+ | No log | 0.3143 | 22 | 1.4460 | 0.1869 | 1.4460 | 1.2025 |
63
+ | No log | 0.3429 | 24 | 1.5540 | 0.1321 | 1.5540 | 1.2466 |
64
+ | No log | 0.3714 | 26 | 1.4213 | 0.2222 | 1.4213 | 1.1922 |
65
+ | No log | 0.4 | 28 | 1.5136 | 0.3193 | 1.5136 | 1.2303 |
66
+ | No log | 0.4286 | 30 | 1.9478 | 0.2105 | 1.9478 | 1.3956 |
67
+ | No log | 0.4571 | 32 | 2.0764 | 0.2014 | 2.0764 | 1.4410 |
68
+ | No log | 0.4857 | 34 | 1.5700 | 0.3281 | 1.5700 | 1.2530 |
69
+ | No log | 0.5143 | 36 | 1.2381 | 0.3826 | 1.2381 | 1.1127 |
70
+ | No log | 0.5429 | 38 | 1.2643 | 0.3423 | 1.2643 | 1.1244 |
71
+ | No log | 0.5714 | 40 | 1.2574 | 0.4068 | 1.2574 | 1.1213 |
72
+ | No log | 0.6 | 42 | 1.2750 | 0.4298 | 1.2750 | 1.1291 |
73
+ | No log | 0.6286 | 44 | 1.6089 | 0.3220 | 1.6089 | 1.2684 |
74
+ | No log | 0.6571 | 46 | 1.6026 | 0.3636 | 1.6026 | 1.2659 |
75
+ | No log | 0.6857 | 48 | 1.0863 | 0.5156 | 1.0863 | 1.0423 |
76
+ | No log | 0.7143 | 50 | 0.9043 | 0.6809 | 0.9043 | 0.9509 |
77
+ | No log | 0.7429 | 52 | 1.0416 | 0.5538 | 1.0416 | 1.0206 |
78
+ | No log | 0.7714 | 54 | 1.5162 | 0.3200 | 1.5162 | 1.2313 |
79
+ | No log | 0.8 | 56 | 1.3478 | 0.4580 | 1.3478 | 1.1610 |
80
+ | No log | 0.8286 | 58 | 0.9924 | 0.6269 | 0.9924 | 0.9962 |
81
+ | No log | 0.8571 | 60 | 0.9594 | 0.6763 | 0.9594 | 0.9795 |
82
+ | No log | 0.8857 | 62 | 1.1393 | 0.5481 | 1.1393 | 1.0674 |
83
+ | No log | 0.9143 | 64 | 1.1885 | 0.5255 | 1.1885 | 1.0902 |
84
+ | No log | 0.9429 | 66 | 1.0726 | 0.6222 | 1.0726 | 1.0357 |
85
+ | No log | 0.9714 | 68 | 1.0284 | 0.5649 | 1.0284 | 1.0141 |
86
+ | No log | 1.0 | 70 | 1.0905 | 0.6324 | 1.0905 | 1.0443 |
87
+ | No log | 1.0286 | 72 | 1.0872 | 0.6131 | 1.0872 | 1.0427 |
88
+ | No log | 1.0571 | 74 | 1.1639 | 0.5493 | 1.1639 | 1.0788 |
89
+ | No log | 1.0857 | 76 | 1.4816 | 0.4965 | 1.4816 | 1.2172 |
90
+ | No log | 1.1143 | 78 | 1.4626 | 0.5143 | 1.4626 | 1.2094 |
91
+ | No log | 1.1429 | 80 | 1.4851 | 0.5180 | 1.4851 | 1.2186 |
92
+ | No log | 1.1714 | 82 | 1.3317 | 0.4889 | 1.3317 | 1.1540 |
93
+ | No log | 1.2 | 84 | 1.2976 | 0.4062 | 1.2976 | 1.1391 |
94
+ | No log | 1.2286 | 86 | 1.4304 | 0.4032 | 1.4304 | 1.1960 |
95
+ | No log | 1.2571 | 88 | 1.7350 | 0.3333 | 1.7350 | 1.3172 |
96
+ | No log | 1.2857 | 90 | 1.8839 | 0.2880 | 1.8839 | 1.3725 |
97
+ | No log | 1.3143 | 92 | 1.8076 | 0.2326 | 1.8076 | 1.3445 |
98
+ | No log | 1.3429 | 94 | 1.2636 | 0.5109 | 1.2636 | 1.1241 |
99
+ | No log | 1.3714 | 96 | 1.0193 | 0.5857 | 1.0193 | 1.0096 |
100
+ | No log | 1.4 | 98 | 1.2112 | 0.5674 | 1.2112 | 1.1005 |
101
+ | No log | 1.4286 | 100 | 1.5935 | 0.4113 | 1.5935 | 1.2623 |
102
+ | No log | 1.4571 | 102 | 1.3159 | 0.5217 | 1.3159 | 1.1471 |
103
+ | No log | 1.4857 | 104 | 0.8062 | 0.7050 | 0.8062 | 0.8979 |
104
+ | No log | 1.5143 | 106 | 0.7865 | 0.7391 | 0.7865 | 0.8869 |
105
+ | No log | 1.5429 | 108 | 0.9035 | 0.6418 | 0.9035 | 0.9505 |
106
+ | No log | 1.5714 | 110 | 1.2976 | 0.4964 | 1.2976 | 1.1391 |
107
+ | No log | 1.6 | 112 | 1.3322 | 0.4964 | 1.3322 | 1.1542 |
108
+ | No log | 1.6286 | 114 | 1.0269 | 0.6074 | 1.0269 | 1.0134 |
109
+ | No log | 1.6571 | 116 | 0.8800 | 0.6377 | 0.8800 | 0.9381 |
110
+ | No log | 1.6857 | 118 | 0.9260 | 0.6331 | 0.9260 | 0.9623 |
111
+ | No log | 1.7143 | 120 | 1.1650 | 0.5315 | 1.1650 | 1.0794 |
112
+ | No log | 1.7429 | 122 | 1.4832 | 0.4895 | 1.4832 | 1.2179 |
113
+ | No log | 1.7714 | 124 | 1.4908 | 0.4615 | 1.4908 | 1.2210 |
114
+ | No log | 1.8 | 126 | 1.4700 | 0.4476 | 1.4700 | 1.2124 |
115
+ | No log | 1.8286 | 128 | 1.2040 | 0.5468 | 1.2040 | 1.0972 |
116
+ | No log | 1.8571 | 130 | 1.0580 | 0.6615 | 1.0580 | 1.0286 |
117
+ | No log | 1.8857 | 132 | 1.0125 | 0.4959 | 1.0125 | 1.0062 |
118
+ | No log | 1.9143 | 134 | 1.0953 | 0.6299 | 1.0953 | 1.0466 |
119
+ | No log | 1.9429 | 136 | 1.3044 | 0.5075 | 1.3044 | 1.1421 |
120
+ | No log | 1.9714 | 138 | 1.4761 | 0.4265 | 1.4761 | 1.2150 |
121
+ | No log | 2.0 | 140 | 1.4946 | 0.4265 | 1.4946 | 1.2225 |
122
+ | No log | 2.0286 | 142 | 1.3233 | 0.5263 | 1.3233 | 1.1504 |
123
+ | No log | 2.0571 | 144 | 1.2769 | 0.5926 | 1.2769 | 1.1300 |
124
+ | No log | 2.0857 | 146 | 1.5574 | 0.3942 | 1.5574 | 1.2480 |
125
+ | No log | 2.1143 | 148 | 1.7650 | 0.2222 | 1.7650 | 1.3285 |
126
+ | No log | 2.1429 | 150 | 1.6343 | 0.3333 | 1.6343 | 1.2784 |
127
+ | No log | 2.1714 | 152 | 1.4845 | 0.3971 | 1.4845 | 1.2184 |
128
+ | No log | 2.2 | 154 | 1.2324 | 0.5152 | 1.2324 | 1.1101 |
129
+ | No log | 2.2286 | 156 | 1.0931 | 0.5938 | 1.0931 | 1.0455 |
130
+ | No log | 2.2571 | 158 | 1.0929 | 0.5645 | 1.0929 | 1.0454 |
131
+ | No log | 2.2857 | 160 | 1.2566 | 0.4812 | 1.2566 | 1.1210 |
132
+ | No log | 2.3143 | 162 | 1.2894 | 0.4812 | 1.2894 | 1.1355 |
133
+ | No log | 2.3429 | 164 | 1.2423 | 0.5075 | 1.2423 | 1.1146 |
134
+ | No log | 2.3714 | 166 | 1.1305 | 0.5758 | 1.1305 | 1.0633 |
135
+ | No log | 2.4 | 168 | 0.9736 | 0.6471 | 0.9736 | 0.9867 |
136
+ | No log | 2.4286 | 170 | 0.9289 | 0.6567 | 0.9289 | 0.9638 |
137
+ | No log | 2.4571 | 172 | 1.0946 | 0.6232 | 1.0946 | 1.0462 |
138
+ | No log | 2.4857 | 174 | 1.4287 | 0.4593 | 1.4287 | 1.1953 |
139
+ | No log | 2.5143 | 176 | 1.3580 | 0.4706 | 1.3580 | 1.1653 |
140
+ | No log | 2.5429 | 178 | 1.0219 | 0.6232 | 1.0219 | 1.0109 |
141
+ | No log | 2.5714 | 180 | 0.9143 | 0.6277 | 0.9143 | 0.9562 |
142
+ | No log | 2.6 | 182 | 0.9552 | 0.6232 | 0.9552 | 0.9773 |
143
+ | No log | 2.6286 | 184 | 1.0716 | 0.5857 | 1.0716 | 1.0352 |
144
+ | No log | 2.6571 | 186 | 0.9842 | 0.6232 | 0.9842 | 0.9921 |
145
+ | No log | 2.6857 | 188 | 0.8826 | 0.6471 | 0.8826 | 0.9395 |
146
+ | No log | 2.7143 | 190 | 1.0422 | 0.6176 | 1.0422 | 1.0209 |
147
+ | No log | 2.7429 | 192 | 1.2937 | 0.4889 | 1.2937 | 1.1374 |
148
+ | No log | 2.7714 | 194 | 1.3087 | 0.4889 | 1.3087 | 1.1440 |
149
+ | No log | 2.8 | 196 | 1.0811 | 0.6087 | 1.0811 | 1.0398 |
150
+ | No log | 2.8286 | 198 | 0.8948 | 0.6418 | 0.8948 | 0.9459 |
151
+ | No log | 2.8571 | 200 | 0.9906 | 0.6187 | 0.9906 | 0.9953 |
152
+ | No log | 2.8857 | 202 | 1.3906 | 0.4593 | 1.3906 | 1.1792 |
153
+ | No log | 2.9143 | 204 | 1.5787 | 0.3429 | 1.5787 | 1.2564 |
154
+ | No log | 2.9429 | 206 | 1.3830 | 0.4662 | 1.3830 | 1.1760 |
155
+ | No log | 2.9714 | 208 | 1.1465 | 0.5385 | 1.1465 | 1.0707 |
156
+ | No log | 3.0 | 210 | 1.0218 | 0.6129 | 1.0218 | 1.0108 |
157
+ | No log | 3.0286 | 212 | 1.0315 | 0.5246 | 1.0315 | 1.0156 |
158
+ | No log | 3.0571 | 214 | 1.1276 | 0.6032 | 1.1276 | 1.0619 |
159
+ | No log | 3.0857 | 216 | 1.4077 | 0.4320 | 1.4077 | 1.1865 |
160
+ | No log | 3.1143 | 218 | 1.5440 | 0.4531 | 1.5440 | 1.2426 |
161
+ | No log | 3.1429 | 220 | 1.5291 | 0.4531 | 1.5291 | 1.2365 |
162
+ | No log | 3.1714 | 222 | 1.3984 | 0.5039 | 1.3984 | 1.1825 |
163
+ | No log | 3.2 | 224 | 1.4500 | 0.4341 | 1.4500 | 1.2041 |
164
+ | No log | 3.2286 | 226 | 1.6216 | 0.2923 | 1.6216 | 1.2734 |
165
+ | No log | 3.2571 | 228 | 1.5246 | 0.3556 | 1.5246 | 1.2347 |
166
+ | No log | 3.2857 | 230 | 1.3671 | 0.4783 | 1.3671 | 1.1692 |
167
+ | No log | 3.3143 | 232 | 1.4404 | 0.4265 | 1.4404 | 1.2001 |
168
+ | No log | 3.3429 | 234 | 1.7448 | 0.2609 | 1.7448 | 1.3209 |
169
+ | No log | 3.3714 | 236 | 1.8269 | 0.2774 | 1.8269 | 1.3516 |
170
+ | No log | 3.4 | 238 | 1.5437 | 0.3582 | 1.5437 | 1.2425 |
171
+ | No log | 3.4286 | 240 | 1.2087 | 0.5191 | 1.2087 | 1.0994 |
172
+ | No log | 3.4571 | 242 | 1.0510 | 0.6212 | 1.0510 | 1.0252 |
173
+ | No log | 3.4857 | 244 | 1.0694 | 0.5954 | 1.0694 | 1.0341 |
174
+ | No log | 3.5143 | 246 | 1.2784 | 0.5263 | 1.2784 | 1.1307 |
175
+ | No log | 3.5429 | 248 | 1.4112 | 0.4925 | 1.4112 | 1.1879 |
176
+ | No log | 3.5714 | 250 | 1.5436 | 0.4058 | 1.5436 | 1.2424 |
177
+ | No log | 3.6 | 252 | 1.4830 | 0.4234 | 1.4830 | 1.2178 |
178
+ | No log | 3.6286 | 254 | 1.5739 | 0.3571 | 1.5739 | 1.2546 |
179
+ | No log | 3.6571 | 256 | 1.5217 | 0.4058 | 1.5217 | 1.2336 |
180
+ | No log | 3.6857 | 258 | 1.4990 | 0.4148 | 1.4990 | 1.2243 |
181
+ | No log | 3.7143 | 260 | 1.4782 | 0.4030 | 1.4782 | 1.2158 |
182
+ | No log | 3.7429 | 262 | 1.4390 | 0.4545 | 1.4390 | 1.1996 |
183
+ | No log | 3.7714 | 264 | 1.4553 | 0.4545 | 1.4553 | 1.2064 |
184
+ | No log | 3.8 | 266 | 1.3295 | 0.5191 | 1.3295 | 1.1531 |
185
+ | No log | 3.8286 | 268 | 1.2024 | 0.5564 | 1.2024 | 1.0965 |
186
+ | No log | 3.8571 | 270 | 1.1636 | 0.5735 | 1.1636 | 1.0787 |
187
+ | No log | 3.8857 | 272 | 1.2539 | 0.5 | 1.2539 | 1.1198 |
188
+ | No log | 3.9143 | 274 | 1.3901 | 0.4559 | 1.3901 | 1.1790 |
189
+ | No log | 3.9429 | 276 | 1.3526 | 0.4818 | 1.3526 | 1.1630 |
190
+ | No log | 3.9714 | 278 | 1.4592 | 0.4511 | 1.4592 | 1.2080 |
191
+ | No log | 4.0 | 280 | 1.8012 | 0.2774 | 1.8012 | 1.3421 |
192
+ | No log | 4.0286 | 282 | 2.0166 | 0.2014 | 2.0166 | 1.4201 |
193
+ | No log | 4.0571 | 284 | 1.7866 | 0.3066 | 1.7866 | 1.3366 |
194
+ | No log | 4.0857 | 286 | 1.3599 | 0.4627 | 1.3599 | 1.1662 |
195
+ | No log | 4.1143 | 288 | 1.0635 | 0.5865 | 1.0635 | 1.0313 |
196
+ | No log | 4.1429 | 290 | 1.0123 | 0.6119 | 1.0123 | 1.0061 |
197
+ | No log | 4.1714 | 292 | 1.1615 | 0.5693 | 1.1615 | 1.0777 |
198
+ | No log | 4.2 | 294 | 1.3948 | 0.4593 | 1.3948 | 1.1810 |
199
+ | No log | 4.2286 | 296 | 1.3104 | 0.4889 | 1.3104 | 1.1447 |
200
+ | No log | 4.2571 | 298 | 1.0651 | 0.5778 | 1.0651 | 1.0320 |
201
+ | No log | 4.2857 | 300 | 0.9699 | 0.6519 | 0.9699 | 0.9849 |
202
+ | No log | 4.3143 | 302 | 1.0309 | 0.6176 | 1.0309 | 1.0153 |
203
+ | No log | 4.3429 | 304 | 1.3110 | 0.4706 | 1.3110 | 1.1450 |
204
+ | No log | 4.3714 | 306 | 1.7069 | 0.3478 | 1.7069 | 1.3065 |
205
+ | No log | 4.4 | 308 | 1.7723 | 0.2899 | 1.7723 | 1.3313 |
206
+ | No log | 4.4286 | 310 | 1.5822 | 0.4088 | 1.5822 | 1.2578 |
207
+ | No log | 4.4571 | 312 | 1.3861 | 0.5 | 1.3861 | 1.1773 |
208
+ | No log | 4.4857 | 314 | 1.3641 | 0.5 | 1.3641 | 1.1679 |
209
+ | No log | 4.5143 | 316 | 1.4717 | 0.4203 | 1.4717 | 1.2131 |
210
+ | No log | 4.5429 | 318 | 1.6087 | 0.3768 | 1.6087 | 1.2683 |
211
+ | No log | 4.5714 | 320 | 1.6747 | 0.3453 | 1.6747 | 1.2941 |
212
+ | No log | 4.6 | 322 | 1.5752 | 0.3942 | 1.5752 | 1.2551 |
213
+ | No log | 4.6286 | 324 | 1.4327 | 0.4203 | 1.4327 | 1.1970 |
214
+ | No log | 4.6571 | 326 | 1.2610 | 0.5496 | 1.2610 | 1.1230 |
215
+ | No log | 4.6857 | 328 | 1.1840 | 0.5758 | 1.1840 | 1.0881 |
216
+ | No log | 4.7143 | 330 | 1.2157 | 0.5496 | 1.2157 | 1.1026 |
217
+ | No log | 4.7429 | 332 | 1.3424 | 0.5075 | 1.3424 | 1.1586 |
218
+ | No log | 4.7714 | 334 | 1.5371 | 0.3407 | 1.5371 | 1.2398 |
219
+ | No log | 4.8 | 336 | 1.6706 | 0.2878 | 1.6706 | 1.2925 |
220
+ | No log | 4.8286 | 338 | 1.6747 | 0.2714 | 1.6747 | 1.2941 |
221
+ | No log | 4.8571 | 340 | 1.5275 | 0.3731 | 1.5275 | 1.2359 |
222
+ | No log | 4.8857 | 342 | 1.3610 | 0.5414 | 1.3610 | 1.1666 |
223
+ | No log | 4.9143 | 344 | 1.3677 | 0.5075 | 1.3677 | 1.1695 |
224
+ | No log | 4.9429 | 346 | 1.4244 | 0.4889 | 1.4244 | 1.1935 |
225
+ | No log | 4.9714 | 348 | 1.4352 | 0.4380 | 1.4352 | 1.1980 |
226
+ | No log | 5.0 | 350 | 1.4374 | 0.4380 | 1.4374 | 1.1989 |
227
+ | No log | 5.0286 | 352 | 1.2030 | 0.5333 | 1.2030 | 1.0968 |
228
+ | No log | 5.0571 | 354 | 1.1369 | 0.5821 | 1.1369 | 1.0662 |
229
+ | No log | 5.0857 | 356 | 1.2578 | 0.5333 | 1.2578 | 1.1215 |
230
+ | No log | 5.1143 | 358 | 1.5682 | 0.3623 | 1.5682 | 1.2523 |
231
+ | No log | 5.1429 | 360 | 1.7093 | 0.3212 | 1.7093 | 1.3074 |
232
+ | No log | 5.1714 | 362 | 1.6142 | 0.3286 | 1.6142 | 1.2705 |
233
+ | No log | 5.2 | 364 | 1.4060 | 0.4706 | 1.4060 | 1.1858 |
234
+ | No log | 5.2286 | 366 | 1.2391 | 0.5414 | 1.2391 | 1.1131 |
235
+ | No log | 5.2571 | 368 | 1.1590 | 0.5426 | 1.1590 | 1.0766 |
236
+ | No log | 5.2857 | 370 | 1.1743 | 0.5426 | 1.1743 | 1.0837 |
237
+ | No log | 5.3143 | 372 | 1.1697 | 0.5692 | 1.1697 | 1.0815 |
238
+ | No log | 5.3429 | 374 | 1.2521 | 0.5714 | 1.2521 | 1.1190 |
239
+ | No log | 5.3714 | 376 | 1.4472 | 0.4706 | 1.4472 | 1.2030 |
240
+ | No log | 5.4 | 378 | 1.4903 | 0.4706 | 1.4903 | 1.2208 |
241
+ | No log | 5.4286 | 380 | 1.4069 | 0.4706 | 1.4069 | 1.1861 |
242
+ | No log | 5.4571 | 382 | 1.3369 | 0.5075 | 1.3369 | 1.1563 |
243
+ | No log | 5.4857 | 384 | 1.3297 | 0.5075 | 1.3297 | 1.1531 |
244
+ | No log | 5.5143 | 386 | 1.2427 | 0.5455 | 1.2427 | 1.1148 |
245
+ | No log | 5.5429 | 388 | 1.0827 | 0.5649 | 1.0827 | 1.0405 |
246
+ | No log | 5.5714 | 390 | 0.9922 | 0.5692 | 0.9922 | 0.9961 |
247
+ | No log | 5.6 | 392 | 0.9703 | 0.6015 | 0.9703 | 0.9851 |
248
+ | No log | 5.6286 | 394 | 1.0948 | 0.5821 | 1.0948 | 1.0463 |
249
+ | No log | 5.6571 | 396 | 1.3265 | 0.5147 | 1.3265 | 1.1517 |
250
+ | No log | 5.6857 | 398 | 1.3873 | 0.4889 | 1.3873 | 1.1778 |
251
+ | No log | 5.7143 | 400 | 1.2730 | 0.5373 | 1.2730 | 1.1283 |
252
+ | No log | 5.7429 | 402 | 1.2221 | 0.5481 | 1.2221 | 1.1055 |
253
+ | No log | 5.7714 | 404 | 1.1536 | 0.5649 | 1.1536 | 1.0741 |
254
+ | No log | 5.8 | 406 | 1.1435 | 0.6015 | 1.1435 | 1.0694 |
255
+ | No log | 5.8286 | 408 | 1.0895 | 0.6 | 1.0895 | 1.0438 |
256
+ | No log | 5.8571 | 410 | 1.1584 | 0.5891 | 1.1584 | 1.0763 |
257
+ | No log | 5.8857 | 412 | 1.2302 | 0.5846 | 1.2302 | 1.1091 |
258
+ | No log | 5.9143 | 414 | 1.2604 | 0.5606 | 1.2604 | 1.1227 |
259
+ | No log | 5.9429 | 416 | 1.2379 | 0.5714 | 1.2379 | 1.1126 |
260
+ | No log | 5.9714 | 418 | 1.0615 | 0.5649 | 1.0615 | 1.0303 |
261
+ | No log | 6.0 | 420 | 0.9040 | 0.6015 | 0.9040 | 0.9508 |
262
+ | No log | 6.0286 | 422 | 0.8775 | 0.5970 | 0.8775 | 0.9367 |
263
+ | No log | 6.0571 | 424 | 1.0238 | 0.5714 | 1.0238 | 1.0118 |
264
+ | No log | 6.0857 | 426 | 1.2761 | 0.4889 | 1.2761 | 1.1297 |
265
+ | No log | 6.1143 | 428 | 1.3554 | 0.5072 | 1.3554 | 1.1642 |
266
+ | No log | 6.1429 | 430 | 1.2540 | 0.4885 | 1.2540 | 1.1198 |
267
+ | No log | 6.1714 | 432 | 1.0339 | 0.5231 | 1.0339 | 1.0168 |
268
+ | No log | 6.2 | 434 | 0.9861 | 0.5736 | 0.9861 | 0.9930 |
269
+ | No log | 6.2286 | 436 | 1.1010 | 0.5385 | 1.1010 | 1.0493 |
270
+ | No log | 6.2571 | 438 | 1.2149 | 0.5455 | 1.2149 | 1.1022 |
271
+ | No log | 6.2857 | 440 | 1.3697 | 0.5077 | 1.3697 | 1.1703 |
272
+ | No log | 6.3143 | 442 | 1.3210 | 0.5970 | 1.3210 | 1.1494 |
273
+ | No log | 6.3429 | 444 | 1.2623 | 0.5985 | 1.2623 | 1.1235 |
274
+ | No log | 6.3714 | 446 | 1.2335 | 0.5821 | 1.2335 | 1.1106 |
275
+ | No log | 6.4 | 448 | 1.2572 | 0.5564 | 1.2572 | 1.1213 |
276
+ | No log | 6.4286 | 450 | 1.2073 | 0.5564 | 1.2073 | 1.0988 |
277
+ | No log | 6.4571 | 452 | 1.1963 | 0.5303 | 1.1963 | 1.0938 |
278
+ | No log | 6.4857 | 454 | 1.2310 | 0.5564 | 1.2310 | 1.1095 |
279
+ | No log | 6.5143 | 456 | 1.2620 | 0.5778 | 1.2620 | 1.1234 |
280
+ | No log | 6.5429 | 458 | 1.2205 | 0.5714 | 1.2205 | 1.1048 |
281
+ | No log | 6.5714 | 460 | 1.1813 | 0.5758 | 1.1813 | 1.0869 |
282
+ | No log | 6.6 | 462 | 1.1858 | 0.5758 | 1.1858 | 1.0890 |
283
+ | No log | 6.6286 | 464 | 1.2509 | 0.5758 | 1.2509 | 1.1184 |
284
+ | No log | 6.6571 | 466 | 1.3665 | 0.4593 | 1.3665 | 1.1690 |
285
+ | No log | 6.6857 | 468 | 1.3494 | 0.4706 | 1.3494 | 1.1616 |
286
+ | No log | 6.7143 | 470 | 1.3706 | 0.4818 | 1.3706 | 1.1707 |
287
+ | No log | 6.7429 | 472 | 1.2916 | 0.5072 | 1.2916 | 1.1365 |
288
+ | No log | 6.7714 | 474 | 1.1484 | 0.5985 | 1.1484 | 1.0716 |
289
+ | No log | 6.8 | 476 | 1.1952 | 0.5985 | 1.1952 | 1.0932 |
290
+ | No log | 6.8286 | 478 | 1.2637 | 0.5441 | 1.2637 | 1.1241 |
291
+ | No log | 6.8571 | 480 | 1.2950 | 0.5441 | 1.2950 | 1.1380 |
292
+ | No log | 6.8857 | 482 | 1.2568 | 0.5778 | 1.2568 | 1.1211 |
293
+ | No log | 6.9143 | 484 | 1.2612 | 0.5778 | 1.2612 | 1.1230 |
294
+ | No log | 6.9429 | 486 | 1.1672 | 0.5821 | 1.1672 | 1.0804 |
295
+ | No log | 6.9714 | 488 | 1.1548 | 0.5649 | 1.1548 | 1.0746 |
296
+ | No log | 7.0 | 490 | 1.2945 | 0.5522 | 1.2945 | 1.1378 |
297
+ | No log | 7.0286 | 492 | 1.4219 | 0.4812 | 1.4219 | 1.1924 |
298
+ | No log | 7.0571 | 494 | 1.3554 | 0.5152 | 1.3554 | 1.1642 |
299
+ | No log | 7.0857 | 496 | 1.2111 | 0.5197 | 1.2111 | 1.1005 |
300
+ | No log | 7.1143 | 498 | 1.2144 | 0.4793 | 1.2144 | 1.1020 |
301
+ | 0.3532 | 7.1429 | 500 | 1.2226 | 0.5323 | 1.2226 | 1.1057 |
302
+ | 0.3532 | 7.1714 | 502 | 1.2471 | 0.5385 | 1.2471 | 1.1167 |
303
+ | 0.3532 | 7.2 | 504 | 1.3811 | 0.4925 | 1.3811 | 1.1752 |
304
+ | 0.3532 | 7.2286 | 506 | 1.4908 | 0.3971 | 1.4908 | 1.2210 |
305
+ | 0.3532 | 7.2571 | 508 | 1.4098 | 0.5 | 1.4098 | 1.1874 |
306
+ | 0.3532 | 7.2857 | 510 | 1.3510 | 0.5 | 1.3510 | 1.1623 |
307
+ | 0.3532 | 7.3143 | 512 | 1.3337 | 0.5373 | 1.3337 | 1.1549 |
308
+ | 0.3532 | 7.3429 | 514 | 1.2646 | 0.5649 | 1.2646 | 1.1245 |
309
+ | 0.3532 | 7.3714 | 516 | 1.2132 | 0.5938 | 1.2132 | 1.1015 |
310
+ | 0.3532 | 7.4 | 518 | 1.2061 | 0.5938 | 1.2061 | 1.0982 |
311
+ | 0.3532 | 7.4286 | 520 | 1.2082 | 0.5649 | 1.2082 | 1.0992 |
312
+ | 0.3532 | 7.4571 | 522 | 1.2063 | 0.5649 | 1.2063 | 1.0983 |
313
+ | 0.3532 | 7.4857 | 524 | 1.2944 | 0.5373 | 1.2944 | 1.1377 |
314
+ | 0.3532 | 7.5143 | 526 | 1.3583 | 0.4672 | 1.3583 | 1.1654 |
315
+ | 0.3532 | 7.5429 | 528 | 1.3764 | 0.4783 | 1.3764 | 1.1732 |
316
+ | 0.3532 | 7.5714 | 530 | 1.4234 | 0.4853 | 1.4234 | 1.1931 |
317
+ | 0.3532 | 7.6 | 532 | 1.5196 | 0.4234 | 1.5196 | 1.2327 |
318
+ | 0.3532 | 7.6286 | 534 | 1.3764 | 0.4593 | 1.3764 | 1.1732 |
319
 
320
 
321
  ### Framework versions