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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k8_task1_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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k7_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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k7_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: 1.7571
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- - Qwk: 0.3731
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- - Mse: 1.7571
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- - Rmse: 1.3255
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  ## Model description
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@@ -47,308 +47,270 @@ 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 | 0.0606 | 2 | 6.8275 | 0.0242 | 6.8275 | 2.6130 |
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- | No log | 0.1212 | 4 | 4.6312 | 0.0866 | 4.6312 | 2.1520 |
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- | No log | 0.1818 | 6 | 3.5539 | 0.0 | 3.5539 | 1.8852 |
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- | No log | 0.2424 | 8 | 3.0837 | 0.0 | 3.0837 | 1.7560 |
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- | No log | 0.3030 | 10 | 2.1288 | 0.0960 | 2.1288 | 1.4590 |
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- | No log | 0.3636 | 12 | 2.0210 | 0.2087 | 2.0210 | 1.4216 |
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- | No log | 0.4242 | 14 | 2.3356 | 0.0462 | 2.3356 | 1.5283 |
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- | No log | 0.4848 | 16 | 2.1487 | 0.0640 | 2.1487 | 1.4658 |
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- | No log | 0.5455 | 18 | 1.7547 | 0.1947 | 1.7547 | 1.3247 |
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- | No log | 0.6061 | 20 | 1.6610 | 0.1887 | 1.6610 | 1.2888 |
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- | No log | 0.6667 | 22 | 1.7238 | 0.1524 | 1.7238 | 1.3130 |
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- | No log | 0.7273 | 24 | 1.8439 | 0.2321 | 1.8439 | 1.3579 |
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- | No log | 0.7879 | 26 | 1.9704 | 0.3306 | 1.9704 | 1.4037 |
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- | No log | 0.8485 | 28 | 2.4416 | 0.0138 | 2.4416 | 1.5626 |
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- | No log | 0.9091 | 30 | 2.6524 | 0.0 | 2.6524 | 1.6286 |
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- | No log | 0.9697 | 32 | 2.4179 | 0.0140 | 2.4179 | 1.5550 |
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- | No log | 1.0303 | 34 | 1.7836 | 0.3548 | 1.7836 | 1.3355 |
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- | No log | 1.0909 | 36 | 1.4751 | 0.3304 | 1.4751 | 1.2145 |
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- | No log | 1.1515 | 38 | 1.2894 | 0.3652 | 1.2894 | 1.1355 |
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- | No log | 1.2121 | 40 | 1.1324 | 0.5041 | 1.1324 | 1.0641 |
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- | No log | 1.2727 | 42 | 1.0668 | 0.5512 | 1.0668 | 1.0329 |
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- | No log | 1.3333 | 44 | 1.1476 | 0.5469 | 1.1476 | 1.0713 |
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- | No log | 1.3939 | 46 | 1.5649 | 0.2880 | 1.5649 | 1.2510 |
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- | No log | 1.4545 | 48 | 1.7394 | 0.2439 | 1.7394 | 1.3189 |
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- | No log | 1.5152 | 50 | 1.4154 | 0.4409 | 1.4154 | 1.1897 |
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- | No log | 1.5758 | 52 | 1.4471 | 0.4818 | 1.4471 | 1.2030 |
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- | No log | 1.6364 | 54 | 1.5003 | 0.4662 | 1.5003 | 1.2249 |
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- | No log | 1.6970 | 56 | 1.3829 | 0.4545 | 1.3829 | 1.1760 |
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- | No log | 1.7576 | 58 | 1.4116 | 0.4167 | 1.4116 | 1.1881 |
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- | No log | 1.8182 | 60 | 1.7058 | 0.2407 | 1.7058 | 1.3061 |
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- | No log | 1.8788 | 62 | 1.7520 | 0.1524 | 1.7520 | 1.3236 |
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- | No log | 1.9394 | 64 | 1.5193 | 0.2222 | 1.5193 | 1.2326 |
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- | No log | 2.0 | 66 | 1.4121 | 0.2857 | 1.4121 | 1.1883 |
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- | No log | 2.0606 | 68 | 1.3249 | 0.3186 | 1.3249 | 1.1511 |
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- | No log | 2.1212 | 70 | 1.2105 | 0.4174 | 1.2105 | 1.1002 |
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- | No log | 2.1818 | 72 | 1.2499 | 0.4915 | 1.2499 | 1.1180 |
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- | No log | 2.2424 | 74 | 1.3577 | 0.4370 | 1.3577 | 1.1652 |
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- | No log | 2.3030 | 76 | 1.6052 | 0.3248 | 1.6052 | 1.2669 |
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- | No log | 2.3636 | 78 | 1.5828 | 0.3193 | 1.5828 | 1.2581 |
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- | No log | 2.4242 | 80 | 1.4150 | 0.4921 | 1.4150 | 1.1895 |
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- | No log | 2.4848 | 82 | 1.5254 | 0.4034 | 1.5254 | 1.2351 |
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- | No log | 2.5455 | 84 | 1.4822 | 0.48 | 1.4822 | 1.2175 |
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- | No log | 2.6061 | 86 | 1.1506 | 0.5385 | 1.1506 | 1.0727 |
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- | No log | 2.6667 | 88 | 0.9634 | 0.6202 | 0.9634 | 0.9815 |
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- | No log | 2.7273 | 90 | 1.0094 | 0.5984 | 1.0094 | 1.0047 |
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- | No log | 2.7879 | 92 | 1.0596 | 0.6154 | 1.0596 | 1.0294 |
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- | No log | 2.8485 | 94 | 1.0357 | 0.6061 | 1.0357 | 1.0177 |
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- | No log | 2.9091 | 96 | 1.1590 | 0.5735 | 1.1590 | 1.0766 |
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- | No log | 2.9697 | 98 | 1.3688 | 0.4526 | 1.3688 | 1.1699 |
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- | No log | 3.0303 | 100 | 1.3424 | 0.4748 | 1.3424 | 1.1586 |
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- | No log | 3.0909 | 102 | 1.1312 | 0.5401 | 1.1312 | 1.0636 |
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- | No log | 3.1515 | 104 | 1.1496 | 0.5401 | 1.1496 | 1.0722 |
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- | No log | 3.2121 | 106 | 1.2809 | 0.5401 | 1.2809 | 1.1318 |
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- | No log | 3.2727 | 108 | 1.2020 | 0.5224 | 1.2020 | 1.0963 |
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- | No log | 3.3333 | 110 | 1.1094 | 0.5538 | 1.1094 | 1.0533 |
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- | No log | 3.3939 | 112 | 1.0991 | 0.5538 | 1.0991 | 1.0484 |
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- | No log | 3.4545 | 114 | 1.1033 | 0.5538 | 1.1033 | 1.0504 |
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- | No log | 3.5152 | 116 | 1.1125 | 0.5606 | 1.1125 | 1.0547 |
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- | No log | 3.5758 | 118 | 1.2655 | 0.5224 | 1.2655 | 1.1250 |
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- | No log | 3.6364 | 120 | 1.4027 | 0.4741 | 1.4027 | 1.1843 |
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- | No log | 3.6970 | 122 | 1.2890 | 0.5185 | 1.2890 | 1.1353 |
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- | No log | 3.7576 | 124 | 1.1167 | 0.5455 | 1.1167 | 1.0567 |
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- | No log | 3.8182 | 126 | 1.1081 | 0.5455 | 1.1081 | 1.0527 |
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- | No log | 3.8788 | 128 | 1.0803 | 0.6212 | 1.0803 | 1.0394 |
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- | No log | 3.9394 | 130 | 1.0899 | 0.512 | 1.0899 | 1.0440 |
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- | No log | 4.0 | 132 | 1.1059 | 0.512 | 1.1059 | 1.0516 |
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- | No log | 4.0606 | 134 | 1.1115 | 0.5669 | 1.1115 | 1.0543 |
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- | No log | 4.1212 | 136 | 1.2080 | 0.5 | 1.2080 | 1.0991 |
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- | No log | 4.1818 | 138 | 1.1665 | 0.5 | 1.1665 | 1.0800 |
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- | No log | 4.2424 | 140 | 1.1087 | 0.5354 | 1.1087 | 1.0529 |
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- | No log | 4.3030 | 142 | 1.1238 | 0.5469 | 1.1238 | 1.0601 |
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- | No log | 4.3636 | 144 | 1.2229 | 0.5 | 1.2229 | 1.1059 |
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- | No log | 4.4242 | 146 | 1.3304 | 0.4844 | 1.3304 | 1.1534 |
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- | No log | 4.4848 | 148 | 1.2860 | 0.4844 | 1.2860 | 1.1340 |
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- | No log | 4.5455 | 150 | 1.2084 | 0.5116 | 1.2084 | 1.0993 |
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- | No log | 4.6061 | 152 | 1.3287 | 0.5231 | 1.3287 | 1.1527 |
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- | No log | 4.6667 | 154 | 1.5127 | 0.4030 | 1.5127 | 1.2299 |
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- | No log | 4.7273 | 156 | 1.5572 | 0.3731 | 1.5572 | 1.2479 |
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- | No log | 4.7879 | 158 | 1.3499 | 0.5185 | 1.3499 | 1.1618 |
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- | No log | 4.8485 | 160 | 1.1792 | 0.5606 | 1.1792 | 1.0859 |
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- | No log | 4.9091 | 162 | 1.1326 | 0.5865 | 1.1326 | 1.0642 |
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- | No log | 4.9697 | 164 | 1.2562 | 0.4889 | 1.2562 | 1.1208 |
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- | No log | 5.0303 | 166 | 1.2853 | 0.5 | 1.2853 | 1.1337 |
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- | No log | 5.0909 | 168 | 1.3700 | 0.4444 | 1.3700 | 1.1705 |
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- | No log | 5.1515 | 170 | 1.1835 | 0.5385 | 1.1835 | 1.0879 |
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- | No log | 5.2121 | 172 | 1.0116 | 0.5781 | 1.0116 | 1.0058 |
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- | No log | 5.2727 | 174 | 0.9402 | 0.6032 | 0.9402 | 0.9697 |
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- | No log | 5.3333 | 176 | 0.9537 | 0.5600 | 0.9537 | 0.9766 |
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- | No log | 5.3939 | 178 | 1.0133 | 0.5625 | 1.0133 | 1.0066 |
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- | No log | 5.4545 | 180 | 1.2578 | 0.5116 | 1.2578 | 1.1215 |
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- | No log | 5.5152 | 182 | 1.4776 | 0.4242 | 1.4776 | 1.2156 |
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- | No log | 5.5758 | 184 | 1.5969 | 0.3759 | 1.5969 | 1.2637 |
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- | No log | 5.6364 | 186 | 1.4635 | 0.4308 | 1.4635 | 1.2097 |
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- | No log | 5.6970 | 188 | 1.2364 | 0.4480 | 1.2364 | 1.1119 |
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- | No log | 5.7576 | 190 | 1.1404 | 0.4706 | 1.1404 | 1.0679 |
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- | No log | 5.8182 | 192 | 1.1022 | 0.4833 | 1.1022 | 1.0499 |
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- | No log | 5.8788 | 194 | 1.0858 | 0.4878 | 1.0858 | 1.0420 |
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- | No log | 5.9394 | 196 | 1.2935 | 0.4885 | 1.2935 | 1.1373 |
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- | No log | 6.0 | 198 | 1.7412 | 0.3235 | 1.7412 | 1.3196 |
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- | No log | 6.0606 | 200 | 1.8964 | 0.2113 | 1.8964 | 1.3771 |
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- | No log | 6.1212 | 202 | 1.6860 | 0.3504 | 1.6860 | 1.2985 |
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- | No log | 6.1818 | 204 | 1.3577 | 0.5075 | 1.3577 | 1.1652 |
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- | No log | 6.2424 | 206 | 1.3114 | 0.5075 | 1.3114 | 1.1452 |
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- | No log | 6.3030 | 208 | 1.3525 | 0.4697 | 1.3525 | 1.1630 |
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- | No log | 6.3636 | 210 | 1.4347 | 0.4122 | 1.4347 | 1.1978 |
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- | No log | 6.4242 | 212 | 1.4289 | 0.4341 | 1.4289 | 1.1953 |
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- | No log | 6.4848 | 214 | 1.4660 | 0.4341 | 1.4660 | 1.2108 |
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- | No log | 6.5455 | 216 | 1.3916 | 0.4320 | 1.3916 | 1.1797 |
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- | No log | 6.6061 | 218 | 1.2857 | 0.4320 | 1.2857 | 1.1339 |
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- | No log | 6.6667 | 220 | 1.2769 | 0.4724 | 1.2769 | 1.1300 |
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- | No log | 6.7273 | 222 | 1.3629 | 0.4769 | 1.3629 | 1.1674 |
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- | No log | 6.7879 | 224 | 1.6308 | 0.3284 | 1.6308 | 1.2770 |
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- | No log | 6.8485 | 226 | 1.9476 | 0.2519 | 1.9476 | 1.3955 |
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- | No log | 6.9091 | 228 | 1.9369 | 0.2446 | 1.9369 | 1.3917 |
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- | No log | 6.9697 | 230 | 1.6308 | 0.3676 | 1.6308 | 1.2770 |
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- | No log | 7.0303 | 232 | 1.3084 | 0.4662 | 1.3084 | 1.1439 |
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- | No log | 7.0909 | 234 | 1.0378 | 0.5312 | 1.0378 | 1.0187 |
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- | No log | 7.1515 | 236 | 1.0273 | 0.5312 | 1.0273 | 1.0135 |
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- | No log | 7.2121 | 238 | 1.2458 | 0.5113 | 1.2458 | 1.1162 |
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- | No log | 7.2727 | 240 | 1.6485 | 0.3852 | 1.6485 | 1.2839 |
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- | No log | 7.3333 | 242 | 2.0489 | 0.3000 | 2.0489 | 1.4314 |
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- | No log | 7.3939 | 244 | 2.2165 | 0.1818 | 2.2165 | 1.4888 |
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- | No log | 7.4545 | 246 | 2.0735 | 0.2174 | 2.0735 | 1.4399 |
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- | No log | 7.5152 | 248 | 1.7588 | 0.3358 | 1.7588 | 1.3262 |
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- | No log | 7.5758 | 250 | 1.4931 | 0.3910 | 1.4931 | 1.2219 |
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- | No log | 7.6364 | 252 | 1.3587 | 0.4275 | 1.3587 | 1.1657 |
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- | No log | 7.6970 | 254 | 1.3583 | 0.4242 | 1.3583 | 1.1655 |
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- | No log | 7.7576 | 256 | 1.4649 | 0.3881 | 1.4649 | 1.2103 |
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- | No log | 7.8182 | 258 | 1.4550 | 0.4242 | 1.4550 | 1.2062 |
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- | No log | 7.8788 | 260 | 1.4777 | 0.4308 | 1.4777 | 1.2156 |
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- | No log | 7.9394 | 262 | 1.3961 | 0.4094 | 1.3961 | 1.1816 |
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- | No log | 8.0 | 264 | 1.4020 | 0.4160 | 1.4020 | 1.1841 |
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- | No log | 8.0606 | 266 | 1.4136 | 0.4590 | 1.4136 | 1.1890 |
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- | No log | 8.1212 | 268 | 1.4067 | 0.4 | 1.4067 | 1.1861 |
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- | No log | 8.1818 | 270 | 1.4187 | 0.4068 | 1.4187 | 1.1911 |
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- | No log | 8.2424 | 272 | 1.5092 | 0.4094 | 1.5092 | 1.2285 |
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- | No log | 8.3030 | 274 | 1.6635 | 0.3485 | 1.6635 | 1.2898 |
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- | No log | 8.3636 | 276 | 1.7436 | 0.2941 | 1.7436 | 1.3204 |
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- | No log | 8.4242 | 278 | 1.6322 | 0.3731 | 1.6322 | 1.2776 |
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- | No log | 8.4848 | 280 | 1.4334 | 0.384 | 1.4334 | 1.1973 |
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- | No log | 8.5455 | 282 | 1.3315 | 0.3802 | 1.3315 | 1.1539 |
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- | No log | 8.6061 | 284 | 1.3100 | 0.4390 | 1.3100 | 1.1446 |
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- | No log | 8.6667 | 286 | 1.3817 | 0.4567 | 1.3817 | 1.1755 |
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- | No log | 8.7273 | 288 | 1.5226 | 0.4122 | 1.5226 | 1.2339 |
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- | No log | 8.7879 | 290 | 1.8188 | 0.3546 | 1.8188 | 1.3486 |
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- | No log | 8.8485 | 292 | 1.9735 | 0.2897 | 1.9735 | 1.4048 |
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- | No log | 8.9091 | 294 | 1.8675 | 0.3546 | 1.8675 | 1.3666 |
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- | No log | 8.9697 | 296 | 1.4905 | 0.4380 | 1.4905 | 1.2208 |
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- | No log | 9.0303 | 298 | 1.1888 | 0.5152 | 1.1888 | 1.0903 |
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- | No log | 9.0909 | 300 | 1.1405 | 0.5385 | 1.1405 | 1.0680 |
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- | No log | 9.1515 | 302 | 1.2104 | 0.5385 | 1.2104 | 1.1002 |
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- | No log | 9.2121 | 304 | 1.3480 | 0.5116 | 1.3480 | 1.1610 |
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- | No log | 9.2727 | 306 | 1.5186 | 0.4394 | 1.5186 | 1.2323 |
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- | No log | 9.3333 | 308 | 1.6037 | 0.4361 | 1.6037 | 1.2664 |
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- | No log | 9.3939 | 310 | 1.5918 | 0.4361 | 1.5918 | 1.2617 |
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- | No log | 9.4545 | 312 | 1.4495 | 0.4427 | 1.4495 | 1.2039 |
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- | No log | 9.5152 | 314 | 1.2635 | 0.4961 | 1.2635 | 1.1240 |
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- | No log | 9.5758 | 316 | 1.2033 | 0.4961 | 1.2033 | 1.0970 |
210
- | No log | 9.6364 | 318 | 1.2717 | 0.5077 | 1.2717 | 1.1277 |
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- | No log | 9.6970 | 320 | 1.3809 | 0.4427 | 1.3809 | 1.1751 |
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- | No log | 9.7576 | 322 | 1.3961 | 0.4427 | 1.3961 | 1.1816 |
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- | No log | 9.8182 | 324 | 1.5120 | 0.4361 | 1.5120 | 1.2296 |
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- | No log | 9.8788 | 326 | 1.5486 | 0.4361 | 1.5486 | 1.2444 |
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- | No log | 9.9394 | 328 | 1.4542 | 0.4394 | 1.4542 | 1.2059 |
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- | No log | 10.0 | 330 | 1.3121 | 0.4531 | 1.3121 | 1.1455 |
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- | No log | 10.0606 | 332 | 1.1749 | 0.4878 | 1.1749 | 1.0839 |
218
- | No log | 10.1212 | 334 | 1.1176 | 0.5082 | 1.1176 | 1.0572 |
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- | No log | 10.1818 | 336 | 1.1140 | 0.5082 | 1.1140 | 1.0555 |
220
- | No log | 10.2424 | 338 | 1.1235 | 0.5203 | 1.1235 | 1.0599 |
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- | No log | 10.3030 | 340 | 1.1602 | 0.4426 | 1.1602 | 1.0771 |
222
- | No log | 10.3636 | 342 | 1.2158 | 0.4355 | 1.2158 | 1.1026 |
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- | No log | 10.4242 | 344 | 1.2958 | 0.4567 | 1.2958 | 1.1383 |
224
- | No log | 10.4848 | 346 | 1.3553 | 0.4615 | 1.3553 | 1.1642 |
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- | No log | 10.5455 | 348 | 1.3374 | 0.4651 | 1.3374 | 1.1565 |
226
- | No log | 10.6061 | 350 | 1.2152 | 0.4724 | 1.2152 | 1.1024 |
227
- | No log | 10.6667 | 352 | 1.1650 | 0.4567 | 1.1650 | 1.0793 |
228
- | No log | 10.7273 | 354 | 1.2541 | 0.4844 | 1.2541 | 1.1199 |
229
- | No log | 10.7879 | 356 | 1.4728 | 0.4122 | 1.4728 | 1.2136 |
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- | No log | 10.8485 | 358 | 1.6620 | 0.3881 | 1.6620 | 1.2892 |
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- | No log | 10.9091 | 360 | 1.7583 | 0.3852 | 1.7583 | 1.3260 |
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- | No log | 10.9697 | 362 | 1.7358 | 0.3881 | 1.7358 | 1.3175 |
233
- | No log | 11.0303 | 364 | 1.6965 | 0.3881 | 1.6965 | 1.3025 |
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- | No log | 11.0909 | 366 | 1.5727 | 0.3910 | 1.5727 | 1.2541 |
235
- | No log | 11.1515 | 368 | 1.4506 | 0.4252 | 1.4506 | 1.2044 |
236
- | No log | 11.2121 | 370 | 1.4317 | 0.4320 | 1.4317 | 1.1965 |
237
- | No log | 11.2727 | 372 | 1.5318 | 0.4409 | 1.5318 | 1.2377 |
238
- | No log | 11.3333 | 374 | 1.5662 | 0.4308 | 1.5662 | 1.2515 |
239
- | No log | 11.3939 | 376 | 1.5186 | 0.4531 | 1.5186 | 1.2323 |
240
- | No log | 11.4545 | 378 | 1.3931 | 0.4320 | 1.3931 | 1.1803 |
241
- | No log | 11.5152 | 380 | 1.2821 | 0.4640 | 1.2821 | 1.1323 |
242
- | No log | 11.5758 | 382 | 1.2730 | 0.4724 | 1.2730 | 1.1283 |
243
- | No log | 11.6364 | 384 | 1.3911 | 0.4275 | 1.3911 | 1.1795 |
244
- | No log | 11.6970 | 386 | 1.4885 | 0.4060 | 1.4885 | 1.2200 |
245
- | No log | 11.7576 | 388 | 1.5425 | 0.3788 | 1.5425 | 1.2420 |
246
- | No log | 11.8182 | 390 | 1.4977 | 0.4 | 1.4977 | 1.2238 |
247
- | No log | 11.8788 | 392 | 1.4490 | 0.375 | 1.4490 | 1.2037 |
248
- | No log | 11.9394 | 394 | 1.5200 | 0.3622 | 1.5200 | 1.2329 |
249
- | No log | 12.0 | 396 | 1.7108 | 0.3731 | 1.7108 | 1.3080 |
250
- | No log | 12.0606 | 398 | 1.8551 | 0.2899 | 1.8551 | 1.3620 |
251
- | No log | 12.1212 | 400 | 1.8453 | 0.3333 | 1.8453 | 1.3584 |
252
- | No log | 12.1818 | 402 | 1.7300 | 0.3382 | 1.7300 | 1.3153 |
253
- | No log | 12.2424 | 404 | 1.5580 | 0.3465 | 1.5580 | 1.2482 |
254
- | No log | 12.3030 | 406 | 1.4849 | 0.4127 | 1.4849 | 1.2186 |
255
- | No log | 12.3636 | 408 | 1.5137 | 0.4065 | 1.5137 | 1.2303 |
256
- | No log | 12.4242 | 410 | 1.5429 | 0.4065 | 1.5429 | 1.2421 |
257
- | No log | 12.4848 | 412 | 1.5444 | 0.4065 | 1.5444 | 1.2427 |
258
- | No log | 12.5455 | 414 | 1.5249 | 0.3871 | 1.5249 | 1.2349 |
259
- | No log | 12.6061 | 416 | 1.5704 | 0.4286 | 1.5704 | 1.2532 |
260
- | No log | 12.6667 | 418 | 1.6953 | 0.4060 | 1.6953 | 1.3020 |
261
- | No log | 12.7273 | 420 | 1.7348 | 0.3852 | 1.7348 | 1.3171 |
262
- | No log | 12.7879 | 422 | 1.7255 | 0.3881 | 1.7255 | 1.3136 |
263
- | No log | 12.8485 | 424 | 1.6392 | 0.4091 | 1.6392 | 1.2803 |
264
- | No log | 12.9091 | 426 | 1.5236 | 0.4 | 1.5236 | 1.2343 |
265
- | No log | 12.9697 | 428 | 1.4196 | 0.3934 | 1.4196 | 1.1915 |
266
- | No log | 13.0303 | 430 | 1.3344 | 0.4228 | 1.3344 | 1.1552 |
267
- | No log | 13.0909 | 432 | 1.2769 | 0.4262 | 1.2769 | 1.1300 |
268
- | No log | 13.1515 | 434 | 1.2528 | 0.4603 | 1.2528 | 1.1193 |
269
- | No log | 13.2121 | 436 | 1.2921 | 0.4444 | 1.2921 | 1.1367 |
270
- | No log | 13.2727 | 438 | 1.4120 | 0.4286 | 1.4120 | 1.1883 |
271
- | No log | 13.3333 | 440 | 1.6255 | 0.3881 | 1.6255 | 1.2750 |
272
- | No log | 13.3939 | 442 | 1.7708 | 0.3382 | 1.7708 | 1.3307 |
273
- | No log | 13.4545 | 444 | 1.7958 | 0.3382 | 1.7958 | 1.3401 |
274
- | No log | 13.5152 | 446 | 1.6653 | 0.3881 | 1.6653 | 1.2905 |
275
- | No log | 13.5758 | 448 | 1.4344 | 0.4651 | 1.4344 | 1.1977 |
276
- | No log | 13.6364 | 450 | 1.2971 | 0.4921 | 1.2971 | 1.1389 |
277
- | No log | 13.6970 | 452 | 1.2667 | 0.5039 | 1.2667 | 1.1255 |
278
- | No log | 13.7576 | 454 | 1.2593 | 0.5 | 1.2593 | 1.1222 |
279
- | No log | 13.8182 | 456 | 1.3158 | 0.4921 | 1.3158 | 1.1471 |
280
- | No log | 13.8788 | 458 | 1.3942 | 0.4839 | 1.3942 | 1.1808 |
281
- | No log | 13.9394 | 460 | 1.4231 | 0.4882 | 1.4231 | 1.1929 |
282
- | No log | 14.0 | 462 | 1.4857 | 0.4651 | 1.4857 | 1.2189 |
283
- | No log | 14.0606 | 464 | 1.4735 | 0.4375 | 1.4735 | 1.2139 |
284
- | No log | 14.1212 | 466 | 1.3647 | 0.4882 | 1.3647 | 1.1682 |
285
- | No log | 14.1818 | 468 | 1.2565 | 0.5039 | 1.2565 | 1.1209 |
286
- | No log | 14.2424 | 470 | 1.2836 | 0.4961 | 1.2836 | 1.1330 |
287
- | No log | 14.3030 | 472 | 1.3920 | 0.4733 | 1.3920 | 1.1798 |
288
- | No log | 14.3636 | 474 | 1.5837 | 0.3731 | 1.5837 | 1.2585 |
289
- | No log | 14.4242 | 476 | 1.6652 | 0.3704 | 1.6652 | 1.2904 |
290
- | No log | 14.4848 | 478 | 1.6107 | 0.3731 | 1.6107 | 1.2691 |
291
- | No log | 14.5455 | 480 | 1.6641 | 0.3731 | 1.6641 | 1.2900 |
292
- | No log | 14.6061 | 482 | 1.7273 | 0.3731 | 1.7273 | 1.3143 |
293
- | No log | 14.6667 | 484 | 1.7127 | 0.3385 | 1.7127 | 1.3087 |
294
- | No log | 14.7273 | 486 | 1.7056 | 0.3622 | 1.7056 | 1.3060 |
295
- | No log | 14.7879 | 488 | 1.6742 | 0.4320 | 1.6742 | 1.2939 |
296
- | No log | 14.8485 | 490 | 1.6438 | 0.4032 | 1.6438 | 1.2821 |
297
- | No log | 14.9091 | 492 | 1.6588 | 0.4320 | 1.6588 | 1.2880 |
298
- | No log | 14.9697 | 494 | 1.6396 | 0.4127 | 1.6396 | 1.2805 |
299
- | No log | 15.0303 | 496 | 1.5971 | 0.3937 | 1.5971 | 1.2638 |
300
- | No log | 15.0909 | 498 | 1.5935 | 0.4031 | 1.5935 | 1.2623 |
301
- | 0.3713 | 15.1515 | 500 | 1.6218 | 0.3759 | 1.6218 | 1.2735 |
302
- | 0.3713 | 15.2121 | 502 | 1.6407 | 0.3852 | 1.6407 | 1.2809 |
303
- | 0.3713 | 15.2727 | 504 | 1.5497 | 0.4091 | 1.5497 | 1.2449 |
304
- | 0.3713 | 15.3333 | 506 | 1.4625 | 0.4219 | 1.4625 | 1.2094 |
305
- | 0.3713 | 15.3939 | 508 | 1.4800 | 0.4186 | 1.4800 | 1.2166 |
306
- | 0.3713 | 15.4545 | 510 | 1.4807 | 0.4186 | 1.4807 | 1.2168 |
307
- | 0.3713 | 15.5152 | 512 | 1.4121 | 0.4640 | 1.4121 | 1.1883 |
308
- | 0.3713 | 15.5758 | 514 | 1.3944 | 0.4516 | 1.3944 | 1.1808 |
309
- | 0.3713 | 15.6364 | 516 | 1.4409 | 0.4516 | 1.4409 | 1.2004 |
310
- | 0.3713 | 15.6970 | 518 | 1.4692 | 0.4640 | 1.4692 | 1.2121 |
311
- | 0.3713 | 15.7576 | 520 | 1.4643 | 0.4921 | 1.4643 | 1.2101 |
312
- | 0.3713 | 15.8182 | 522 | 1.5061 | 0.4219 | 1.5061 | 1.2272 |
313
- | 0.3713 | 15.8788 | 524 | 1.5203 | 0.4122 | 1.5203 | 1.2330 |
314
- | 0.3713 | 15.9394 | 526 | 1.4846 | 0.4496 | 1.4846 | 1.2184 |
315
- | 0.3713 | 16.0 | 528 | 1.4566 | 0.4496 | 1.4566 | 1.2069 |
316
- | 0.3713 | 16.0606 | 530 | 1.5097 | 0.4580 | 1.5097 | 1.2287 |
317
- | 0.3713 | 16.1212 | 532 | 1.5193 | 0.4361 | 1.5193 | 1.2326 |
318
- | 0.3713 | 16.1818 | 534 | 1.4574 | 0.4496 | 1.4574 | 1.2072 |
319
- | 0.3713 | 16.2424 | 536 | 1.3665 | 0.4724 | 1.3665 | 1.1690 |
320
- | 0.3713 | 16.3030 | 538 | 1.2936 | 0.4194 | 1.2936 | 1.1374 |
321
- | 0.3713 | 16.3636 | 540 | 1.3142 | 0.4 | 1.3142 | 1.1464 |
322
- | 0.3713 | 16.4242 | 542 | 1.3545 | 0.4 | 1.3545 | 1.1638 |
323
- | 0.3713 | 16.4848 | 544 | 1.4266 | 0.3833 | 1.4266 | 1.1944 |
324
- | 0.3713 | 16.5455 | 546 | 1.5172 | 0.3220 | 1.5172 | 1.2317 |
325
- | 0.3713 | 16.6061 | 548 | 1.6825 | 0.3252 | 1.6825 | 1.2971 |
326
- | 0.3713 | 16.6667 | 550 | 1.7378 | 0.2835 | 1.7378 | 1.3183 |
327
- | 0.3713 | 16.7273 | 552 | 1.6907 | 0.3231 | 1.6907 | 1.3003 |
328
- | 0.3713 | 16.7879 | 554 | 1.5797 | 0.4341 | 1.5797 | 1.2568 |
329
- | 0.3713 | 16.8485 | 556 | 1.5210 | 0.4252 | 1.5210 | 1.2333 |
330
- | 0.3713 | 16.9091 | 558 | 1.5074 | 0.4127 | 1.5074 | 1.2277 |
331
- | 0.3713 | 16.9697 | 560 | 1.5443 | 0.4252 | 1.5443 | 1.2427 |
332
- | 0.3713 | 17.0303 | 562 | 1.5547 | 0.4252 | 1.5547 | 1.2469 |
333
- | 0.3713 | 17.0909 | 564 | 1.5096 | 0.4127 | 1.5096 | 1.2287 |
334
- | 0.3713 | 17.1515 | 566 | 1.4874 | 0.4127 | 1.4874 | 1.2196 |
335
- | 0.3713 | 17.2121 | 568 | 1.4753 | 0.4252 | 1.4753 | 1.2146 |
336
- | 0.3713 | 17.2727 | 570 | 1.5692 | 0.3788 | 1.5692 | 1.2527 |
337
- | 0.3713 | 17.3333 | 572 | 1.7961 | 0.3504 | 1.7961 | 1.3402 |
338
- | 0.3713 | 17.3939 | 574 | 1.9095 | 0.3333 | 1.9095 | 1.3818 |
339
- | 0.3713 | 17.4545 | 576 | 1.8836 | 0.3333 | 1.8836 | 1.3724 |
340
- | 0.3713 | 17.5152 | 578 | 1.7960 | 0.3881 | 1.7960 | 1.3401 |
341
- | 0.3713 | 17.5758 | 580 | 1.6768 | 0.3910 | 1.6768 | 1.2949 |
342
- | 0.3713 | 17.6364 | 582 | 1.6124 | 0.3692 | 1.6124 | 1.2698 |
343
- | 0.3713 | 17.6970 | 584 | 1.5521 | 0.4094 | 1.5521 | 1.2458 |
344
- | 0.3713 | 17.7576 | 586 | 1.5213 | 0.4094 | 1.5213 | 1.2334 |
345
- | 0.3713 | 17.8182 | 588 | 1.4883 | 0.4094 | 1.4883 | 1.2200 |
346
- | 0.3713 | 17.8788 | 590 | 1.5506 | 0.3788 | 1.5506 | 1.2452 |
347
- | 0.3713 | 17.9394 | 592 | 1.7571 | 0.3529 | 1.7571 | 1.3256 |
348
- | 0.3713 | 18.0 | 594 | 1.9686 | 0.3000 | 1.9686 | 1.4031 |
349
- | 0.3713 | 18.0606 | 596 | 2.0330 | 0.3288 | 2.0330 | 1.4258 |
350
- | 0.3713 | 18.1212 | 598 | 1.8953 | 0.3611 | 1.8953 | 1.3767 |
351
- | 0.3713 | 18.1818 | 600 | 1.7571 | 0.3731 | 1.7571 | 1.3255 |
352
 
353
 
354
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k8_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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k8_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: 1.8090
19
+ - Qwk: 0.3650
20
+ - Mse: 1.8090
21
+ - Rmse: 1.3450
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0541 | 2 | 6.9133 | 0.0114 | 6.9133 | 2.6293 |
53
+ | No log | 0.1081 | 4 | 4.4607 | 0.0397 | 4.4607 | 2.1120 |
54
+ | No log | 0.1622 | 6 | 3.3991 | -0.0219 | 3.3991 | 1.8437 |
55
+ | No log | 0.2162 | 8 | 2.8400 | 0.0892 | 2.8400 | 1.6852 |
56
+ | No log | 0.2703 | 10 | 2.4995 | 0.1022 | 2.4995 | 1.5810 |
57
+ | No log | 0.3243 | 12 | 1.7971 | 0.1622 | 1.7971 | 1.3406 |
58
+ | No log | 0.3784 | 14 | 1.7884 | 0.1852 | 1.7884 | 1.3373 |
59
+ | No log | 0.4324 | 16 | 1.8755 | 0.2569 | 1.8755 | 1.3695 |
60
+ | No log | 0.4865 | 18 | 2.0200 | 0.2645 | 2.0200 | 1.4213 |
61
+ | No log | 0.5405 | 20 | 2.1707 | 0.0 | 2.1707 | 1.4733 |
62
+ | No log | 0.5946 | 22 | 2.1360 | 0.1513 | 2.1360 | 1.4615 |
63
+ | No log | 0.6486 | 24 | 1.9812 | 0.2037 | 1.9812 | 1.4075 |
64
+ | No log | 0.7027 | 26 | 1.7534 | 0.1538 | 1.7534 | 1.3242 |
65
+ | No log | 0.7568 | 28 | 1.6402 | 0.1165 | 1.6402 | 1.2807 |
66
+ | No log | 0.8108 | 30 | 1.5939 | 0.1905 | 1.5939 | 1.2625 |
67
+ | No log | 0.8649 | 32 | 1.7415 | 0.3443 | 1.7415 | 1.3197 |
68
+ | No log | 0.9189 | 34 | 1.8848 | 0.3188 | 1.8848 | 1.3729 |
69
+ | No log | 0.9730 | 36 | 2.2052 | 0.1351 | 2.2052 | 1.4850 |
70
+ | No log | 1.0270 | 38 | 2.0890 | 0.1781 | 2.0890 | 1.4453 |
71
+ | No log | 1.0811 | 40 | 2.0923 | 0.125 | 2.0923 | 1.4465 |
72
+ | No log | 1.1351 | 42 | 1.8929 | 0.2302 | 1.8929 | 1.3758 |
73
+ | No log | 1.1892 | 44 | 1.6734 | 0.3559 | 1.6734 | 1.2936 |
74
+ | No log | 1.2432 | 46 | 1.7413 | 0.3793 | 1.7413 | 1.3196 |
75
+ | No log | 1.2973 | 48 | 1.7659 | 0.2752 | 1.7659 | 1.3289 |
76
+ | No log | 1.3514 | 50 | 1.7480 | 0.1887 | 1.7480 | 1.3221 |
77
+ | No log | 1.4054 | 52 | 1.6794 | 0.1524 | 1.6794 | 1.2959 |
78
+ | No log | 1.4595 | 54 | 1.5374 | 0.1887 | 1.5374 | 1.2399 |
79
+ | No log | 1.5135 | 56 | 1.4501 | 0.2407 | 1.4501 | 1.2042 |
80
+ | No log | 1.5676 | 58 | 1.4284 | 0.3036 | 1.4284 | 1.1951 |
81
+ | No log | 1.6216 | 60 | 1.3822 | 0.3761 | 1.3822 | 1.1757 |
82
+ | No log | 1.6757 | 62 | 1.2740 | 0.3621 | 1.2740 | 1.1287 |
83
+ | No log | 1.7297 | 64 | 1.1632 | 0.3898 | 1.1632 | 1.0785 |
84
+ | No log | 1.7838 | 66 | 1.0899 | 0.4390 | 1.0899 | 1.0440 |
85
+ | No log | 1.8378 | 68 | 1.0565 | 0.4298 | 1.0565 | 1.0279 |
86
+ | No log | 1.8919 | 70 | 1.1011 | 0.4500 | 1.1011 | 1.0493 |
87
+ | No log | 1.9459 | 72 | 1.1670 | 0.4793 | 1.1670 | 1.0803 |
88
+ | No log | 2.0 | 74 | 1.1885 | 0.4959 | 1.1885 | 1.0902 |
89
+ | No log | 2.0541 | 76 | 1.1227 | 0.4370 | 1.1227 | 1.0596 |
90
+ | No log | 2.1081 | 78 | 1.1691 | 0.3826 | 1.1691 | 1.0812 |
91
+ | No log | 2.1622 | 80 | 1.2559 | 0.2909 | 1.2559 | 1.1207 |
92
+ | No log | 2.2162 | 82 | 1.4006 | 0.3119 | 1.4006 | 1.1835 |
93
+ | No log | 2.2703 | 84 | 1.3973 | 0.3273 | 1.3973 | 1.1821 |
94
+ | No log | 2.3243 | 86 | 1.3504 | 0.3604 | 1.3504 | 1.1621 |
95
+ | No log | 2.3784 | 88 | 1.1179 | 0.4628 | 1.1179 | 1.0573 |
96
+ | No log | 2.4324 | 90 | 1.0548 | 0.5581 | 1.0548 | 1.0270 |
97
+ | No log | 2.4865 | 92 | 1.0635 | 0.5891 | 1.0635 | 1.0313 |
98
+ | No log | 2.5405 | 94 | 1.1739 | 0.5984 | 1.1739 | 1.0834 |
99
+ | No log | 2.5946 | 96 | 1.5210 | 0.4234 | 1.5210 | 1.2333 |
100
+ | No log | 2.6486 | 98 | 1.6343 | 0.3284 | 1.6343 | 1.2784 |
101
+ | No log | 2.7027 | 100 | 1.4724 | 0.5303 | 1.4724 | 1.2134 |
102
+ | No log | 2.7568 | 102 | 1.1924 | 0.4793 | 1.1924 | 1.0919 |
103
+ | No log | 2.8108 | 104 | 1.1830 | 0.3966 | 1.1830 | 1.0877 |
104
+ | No log | 2.8649 | 106 | 1.2026 | 0.3966 | 1.2026 | 1.0966 |
105
+ | No log | 2.9189 | 108 | 1.2468 | 0.4833 | 1.2468 | 1.1166 |
106
+ | No log | 2.9730 | 110 | 1.4065 | 0.5669 | 1.4065 | 1.1859 |
107
+ | No log | 3.0270 | 112 | 1.4305 | 0.5736 | 1.4305 | 1.1961 |
108
+ | No log | 3.0811 | 114 | 1.2969 | 0.4463 | 1.2969 | 1.1388 |
109
+ | No log | 3.1351 | 116 | 1.2891 | 0.4746 | 1.2891 | 1.1354 |
110
+ | No log | 3.1892 | 118 | 1.2143 | 0.4576 | 1.2143 | 1.1020 |
111
+ | No log | 3.2432 | 120 | 1.2088 | 0.4576 | 1.2088 | 1.0994 |
112
+ | No log | 3.2973 | 122 | 1.2307 | 0.4918 | 1.2307 | 1.1094 |
113
+ | No log | 3.3514 | 124 | 1.3800 | 0.4923 | 1.3800 | 1.1747 |
114
+ | No log | 3.4054 | 126 | 1.5753 | 0.4179 | 1.5753 | 1.2551 |
115
+ | No log | 3.4595 | 128 | 1.7222 | 0.3182 | 1.7222 | 1.3123 |
116
+ | No log | 3.5135 | 130 | 1.6630 | 0.3385 | 1.6630 | 1.2896 |
117
+ | No log | 3.5676 | 132 | 1.4215 | 0.4603 | 1.4215 | 1.1923 |
118
+ | No log | 3.6216 | 134 | 1.2891 | 0.4463 | 1.2891 | 1.1354 |
119
+ | No log | 3.6757 | 136 | 1.3093 | 0.4463 | 1.3093 | 1.1442 |
120
+ | No log | 3.7297 | 138 | 1.5111 | 0.4308 | 1.5111 | 1.2293 |
121
+ | No log | 3.7838 | 140 | 1.6991 | 0.3741 | 1.6991 | 1.3035 |
122
+ | No log | 3.8378 | 142 | 1.6133 | 0.3768 | 1.6133 | 1.2701 |
123
+ | No log | 3.8919 | 144 | 1.5371 | 0.3768 | 1.5371 | 1.2398 |
124
+ | No log | 3.9459 | 146 | 1.6364 | 0.3741 | 1.6364 | 1.2792 |
125
+ | No log | 4.0 | 148 | 1.7911 | 0.2979 | 1.7911 | 1.3383 |
126
+ | No log | 4.0541 | 150 | 1.8534 | 0.2817 | 1.8534 | 1.3614 |
127
+ | No log | 4.1081 | 152 | 1.7681 | 0.3429 | 1.7681 | 1.3297 |
128
+ | No log | 4.1622 | 154 | 1.7526 | 0.3556 | 1.7526 | 1.3239 |
129
+ | No log | 4.2162 | 156 | 1.6121 | 0.3969 | 1.6121 | 1.2697 |
130
+ | No log | 4.2703 | 158 | 1.4401 | 0.4219 | 1.4401 | 1.2000 |
131
+ | No log | 4.3243 | 160 | 1.3177 | 0.4390 | 1.3177 | 1.1479 |
132
+ | No log | 4.3784 | 162 | 1.3641 | 0.4032 | 1.3641 | 1.1679 |
133
+ | No log | 4.4324 | 164 | 1.5932 | 0.4118 | 1.5932 | 1.2622 |
134
+ | No log | 4.4865 | 166 | 1.6286 | 0.3650 | 1.6286 | 1.2762 |
135
+ | No log | 4.5405 | 168 | 1.4069 | 0.4651 | 1.4069 | 1.1861 |
136
+ | No log | 4.5946 | 170 | 1.2113 | 0.544 | 1.2113 | 1.1006 |
137
+ | No log | 4.6486 | 172 | 1.2089 | 0.544 | 1.2089 | 1.0995 |
138
+ | No log | 4.7027 | 174 | 1.2176 | 0.5238 | 1.2176 | 1.1035 |
139
+ | No log | 4.7568 | 176 | 1.3713 | 0.5 | 1.3713 | 1.1710 |
140
+ | No log | 4.8108 | 178 | 1.5081 | 0.4143 | 1.5081 | 1.2281 |
141
+ | No log | 4.8649 | 180 | 1.5917 | 0.3546 | 1.5917 | 1.2616 |
142
+ | No log | 4.9189 | 182 | 1.4479 | 0.4444 | 1.4479 | 1.2033 |
143
+ | No log | 4.9730 | 184 | 1.4401 | 0.4328 | 1.4401 | 1.2000 |
144
+ | No log | 5.0270 | 186 | 1.6294 | 0.3358 | 1.6294 | 1.2765 |
145
+ | No log | 5.0811 | 188 | 1.6368 | 0.3529 | 1.6368 | 1.2794 |
146
+ | No log | 5.1351 | 190 | 1.5871 | 0.3939 | 1.5871 | 1.2598 |
147
+ | No log | 5.1892 | 192 | 1.4326 | 0.4724 | 1.4326 | 1.1969 |
148
+ | No log | 5.2432 | 194 | 1.3957 | 0.4677 | 1.3957 | 1.1814 |
149
+ | No log | 5.2973 | 196 | 1.5013 | 0.4286 | 1.5013 | 1.2253 |
150
+ | No log | 5.3514 | 198 | 1.5960 | 0.3636 | 1.5960 | 1.2633 |
151
+ | No log | 5.4054 | 200 | 1.5538 | 0.4154 | 1.5538 | 1.2465 |
152
+ | No log | 5.4595 | 202 | 1.5130 | 0.4091 | 1.5130 | 1.2300 |
153
+ | No log | 5.5135 | 204 | 1.5504 | 0.3910 | 1.5504 | 1.2451 |
154
+ | No log | 5.5676 | 206 | 1.6577 | 0.3188 | 1.6577 | 1.2875 |
155
+ | No log | 5.6216 | 208 | 1.6229 | 0.3529 | 1.6229 | 1.2739 |
156
+ | No log | 5.6757 | 210 | 1.4826 | 0.4651 | 1.4826 | 1.2176 |
157
+ | No log | 5.7297 | 212 | 1.3332 | 0.4793 | 1.3332 | 1.1546 |
158
+ | No log | 5.7838 | 214 | 1.3675 | 0.4793 | 1.3675 | 1.1694 |
159
+ | No log | 5.8378 | 216 | 1.4908 | 0.4094 | 1.4908 | 1.2210 |
160
+ | No log | 5.8919 | 218 | 1.6432 | 0.3582 | 1.6432 | 1.2819 |
161
+ | No log | 5.9459 | 220 | 1.6391 | 0.3582 | 1.6391 | 1.2803 |
162
+ | No log | 6.0 | 222 | 1.5594 | 0.4688 | 1.5594 | 1.2488 |
163
+ | No log | 6.0541 | 224 | 1.5281 | 0.4427 | 1.5281 | 1.2362 |
164
+ | No log | 6.1081 | 226 | 1.3785 | 0.4603 | 1.3785 | 1.1741 |
165
+ | No log | 6.1622 | 228 | 1.3608 | 0.4806 | 1.3608 | 1.1665 |
166
+ | No log | 6.2162 | 230 | 1.5550 | 0.3650 | 1.5550 | 1.2470 |
167
+ | No log | 6.2703 | 232 | 1.5401 | 0.3650 | 1.5401 | 1.2410 |
168
+ | No log | 6.3243 | 234 | 1.3815 | 0.4478 | 1.3815 | 1.1754 |
169
+ | No log | 6.3784 | 236 | 1.4847 | 0.3676 | 1.4847 | 1.2185 |
170
+ | No log | 6.4324 | 238 | 1.5441 | 0.3676 | 1.5441 | 1.2426 |
171
+ | No log | 6.4865 | 240 | 1.5086 | 0.3852 | 1.5086 | 1.2283 |
172
+ | No log | 6.5405 | 242 | 1.5325 | 0.3676 | 1.5325 | 1.2379 |
173
+ | No log | 6.5946 | 244 | 1.6314 | 0.3650 | 1.6314 | 1.2773 |
174
+ | No log | 6.6486 | 246 | 1.5755 | 0.3556 | 1.5755 | 1.2552 |
175
+ | No log | 6.7027 | 248 | 1.4423 | 0.4060 | 1.4423 | 1.2009 |
176
+ | No log | 6.7568 | 250 | 1.3855 | 0.4375 | 1.3855 | 1.1771 |
177
+ | No log | 6.8108 | 252 | 1.4643 | 0.3150 | 1.4643 | 1.2101 |
178
+ | No log | 6.8649 | 254 | 1.6842 | 0.3407 | 1.6842 | 1.2978 |
179
+ | No log | 6.9189 | 256 | 1.8324 | 0.2667 | 1.8324 | 1.3537 |
180
+ | No log | 6.9730 | 258 | 1.7591 | 0.2941 | 1.7591 | 1.3263 |
181
+ | No log | 7.0270 | 260 | 1.5109 | 0.3692 | 1.5109 | 1.2292 |
182
+ | No log | 7.0811 | 262 | 1.4186 | 0.4462 | 1.4186 | 1.1911 |
183
+ | No log | 7.1351 | 264 | 1.4500 | 0.4122 | 1.4500 | 1.2041 |
184
+ | No log | 7.1892 | 266 | 1.6943 | 0.3529 | 1.6943 | 1.3017 |
185
+ | No log | 7.2432 | 268 | 1.8742 | 0.2714 | 1.8742 | 1.3690 |
186
+ | No log | 7.2973 | 270 | 1.9243 | 0.2535 | 1.9243 | 1.3872 |
187
+ | No log | 7.3514 | 272 | 1.7035 | 0.3650 | 1.7035 | 1.3052 |
188
+ | No log | 7.4054 | 274 | 1.4150 | 0.4580 | 1.4150 | 1.1896 |
189
+ | No log | 7.4595 | 276 | 1.3299 | 0.4769 | 1.3299 | 1.1532 |
190
+ | No log | 7.5135 | 278 | 1.3314 | 0.4769 | 1.3314 | 1.1539 |
191
+ | No log | 7.5676 | 280 | 1.4608 | 0.4186 | 1.4608 | 1.2086 |
192
+ | No log | 7.6216 | 282 | 1.5292 | 0.3582 | 1.5292 | 1.2366 |
193
+ | No log | 7.6757 | 284 | 1.6439 | 0.3650 | 1.6439 | 1.2822 |
194
+ | No log | 7.7297 | 286 | 1.7288 | 0.3650 | 1.7288 | 1.3148 |
195
+ | No log | 7.7838 | 288 | 1.5192 | 0.3556 | 1.5192 | 1.2325 |
196
+ | No log | 7.8378 | 290 | 1.2228 | 0.5079 | 1.2228 | 1.1058 |
197
+ | No log | 7.8919 | 292 | 1.1448 | 0.5079 | 1.1448 | 1.0700 |
198
+ | No log | 7.9459 | 294 | 1.1985 | 0.5079 | 1.1985 | 1.0948 |
199
+ | No log | 8.0 | 296 | 1.4551 | 0.4478 | 1.4551 | 1.2063 |
200
+ | No log | 8.0541 | 298 | 1.6488 | 0.3478 | 1.6488 | 1.2841 |
201
+ | No log | 8.1081 | 300 | 1.5696 | 0.3676 | 1.5696 | 1.2528 |
202
+ | No log | 8.1622 | 302 | 1.3343 | 0.5156 | 1.3343 | 1.1551 |
203
+ | No log | 8.2162 | 304 | 1.2647 | 0.5039 | 1.2647 | 1.1246 |
204
+ | No log | 8.2703 | 306 | 1.2526 | 0.5039 | 1.2526 | 1.1192 |
205
+ | No log | 8.3243 | 308 | 1.3190 | 0.5197 | 1.3190 | 1.1485 |
206
+ | No log | 8.3784 | 310 | 1.5396 | 0.3582 | 1.5396 | 1.2408 |
207
+ | No log | 8.4324 | 312 | 1.6520 | 0.3676 | 1.6520 | 1.2853 |
208
+ | No log | 8.4865 | 314 | 1.6391 | 0.3676 | 1.6391 | 1.2803 |
209
+ | No log | 8.5405 | 316 | 1.4652 | 0.4030 | 1.4652 | 1.2104 |
210
+ | No log | 8.5946 | 318 | 1.2569 | 0.4724 | 1.2569 | 1.1211 |
211
+ | No log | 8.6486 | 320 | 1.3281 | 0.4662 | 1.3281 | 1.1524 |
212
+ | No log | 8.7027 | 322 | 1.6378 | 0.4173 | 1.6378 | 1.2798 |
213
+ | No log | 8.7568 | 324 | 1.8952 | 0.2676 | 1.8952 | 1.3767 |
214
+ | No log | 8.8108 | 326 | 1.9720 | 0.2361 | 1.9720 | 1.4043 |
215
+ | No log | 8.8649 | 328 | 1.8767 | 0.2837 | 1.8767 | 1.3699 |
216
+ | No log | 8.9189 | 330 | 1.6993 | 0.3768 | 1.6993 | 1.3036 |
217
+ | No log | 8.9730 | 332 | 1.5027 | 0.3971 | 1.5027 | 1.2258 |
218
+ | No log | 9.0270 | 334 | 1.4201 | 0.4697 | 1.4201 | 1.1917 |
219
+ | No log | 9.0811 | 336 | 1.4966 | 0.4265 | 1.4966 | 1.2234 |
220
+ | No log | 9.1351 | 338 | 1.4324 | 0.4697 | 1.4324 | 1.1968 |
221
+ | No log | 9.1892 | 340 | 1.3439 | 0.4697 | 1.3439 | 1.1593 |
222
+ | No log | 9.2432 | 342 | 1.2538 | 0.5238 | 1.2538 | 1.1197 |
223
+ | No log | 9.2973 | 344 | 1.2566 | 0.5354 | 1.2566 | 1.1210 |
224
+ | No log | 9.3514 | 346 | 1.4159 | 0.4889 | 1.4159 | 1.1899 |
225
+ | No log | 9.4054 | 348 | 1.6499 | 0.3478 | 1.6499 | 1.2845 |
226
+ | No log | 9.4595 | 350 | 1.6106 | 0.4088 | 1.6106 | 1.2691 |
227
+ | No log | 9.5135 | 352 | 1.4469 | 0.4412 | 1.4469 | 1.2029 |
228
+ | No log | 9.5676 | 354 | 1.2787 | 0.5 | 1.2787 | 1.1308 |
229
+ | No log | 9.6216 | 356 | 1.3088 | 0.4962 | 1.3088 | 1.1440 |
230
+ | No log | 9.6757 | 358 | 1.4030 | 0.4706 | 1.4030 | 1.1845 |
231
+ | No log | 9.7297 | 360 | 1.6713 | 0.3478 | 1.6713 | 1.2928 |
232
+ | No log | 9.7838 | 362 | 1.7487 | 0.2979 | 1.7487 | 1.3224 |
233
+ | No log | 9.8378 | 364 | 1.5968 | 0.3971 | 1.5968 | 1.2637 |
234
+ | No log | 9.8919 | 366 | 1.3442 | 0.5077 | 1.3442 | 1.1594 |
235
+ | No log | 9.9459 | 368 | 1.2543 | 0.5 | 1.2543 | 1.1200 |
236
+ | No log | 10.0 | 370 | 1.3083 | 0.5038 | 1.3083 | 1.1438 |
237
+ | No log | 10.0541 | 372 | 1.5573 | 0.3824 | 1.5573 | 1.2479 |
238
+ | No log | 10.1081 | 374 | 1.8297 | 0.3286 | 1.8297 | 1.3527 |
239
+ | No log | 10.1622 | 376 | 1.8602 | 0.2857 | 1.8602 | 1.3639 |
240
+ | No log | 10.2162 | 378 | 1.6694 | 0.3529 | 1.6694 | 1.2920 |
241
+ | No log | 10.2703 | 380 | 1.4236 | 0.4462 | 1.4236 | 1.1931 |
242
+ | No log | 10.3243 | 382 | 1.2463 | 0.4878 | 1.2463 | 1.1164 |
243
+ | No log | 10.3784 | 384 | 1.1825 | 0.5 | 1.1825 | 1.0874 |
244
+ | No log | 10.4324 | 386 | 1.2094 | 0.5512 | 1.2094 | 1.0997 |
245
+ | No log | 10.4865 | 388 | 1.4158 | 0.4211 | 1.4158 | 1.1899 |
246
+ | No log | 10.5405 | 390 | 1.7502 | 0.3478 | 1.7502 | 1.3229 |
247
+ | No log | 10.5946 | 392 | 1.9204 | 0.2721 | 1.9204 | 1.3858 |
248
+ | No log | 10.6486 | 394 | 1.8319 | 0.3286 | 1.8319 | 1.3535 |
249
+ | No log | 10.7027 | 396 | 1.5847 | 0.3478 | 1.5847 | 1.2589 |
250
+ | No log | 10.7568 | 398 | 1.3901 | 0.4559 | 1.3901 | 1.1790 |
251
+ | No log | 10.8108 | 400 | 1.3324 | 0.4545 | 1.3324 | 1.1543 |
252
+ | No log | 10.8649 | 402 | 1.3828 | 0.4762 | 1.3828 | 1.1759 |
253
+ | No log | 10.9189 | 404 | 1.4673 | 0.4531 | 1.4673 | 1.2113 |
254
+ | No log | 10.9730 | 406 | 1.4899 | 0.4154 | 1.4899 | 1.2206 |
255
+ | No log | 11.0270 | 408 | 1.5573 | 0.4091 | 1.5573 | 1.2479 |
256
+ | No log | 11.0811 | 410 | 1.5366 | 0.4361 | 1.5366 | 1.2396 |
257
+ | No log | 11.1351 | 412 | 1.5166 | 0.4179 | 1.5166 | 1.2315 |
258
+ | No log | 11.1892 | 414 | 1.4170 | 0.4275 | 1.4170 | 1.1904 |
259
+ | No log | 11.2432 | 416 | 1.4505 | 0.4511 | 1.4505 | 1.2044 |
260
+ | No log | 11.2973 | 418 | 1.5147 | 0.4265 | 1.5147 | 1.2307 |
261
+ | No log | 11.3514 | 420 | 1.4685 | 0.4394 | 1.4685 | 1.2118 |
262
+ | No log | 11.4054 | 422 | 1.4924 | 0.4 | 1.4924 | 1.2216 |
263
+ | No log | 11.4595 | 424 | 1.4580 | 0.4275 | 1.4580 | 1.2075 |
264
+ | No log | 11.5135 | 426 | 1.4736 | 0.4275 | 1.4736 | 1.2139 |
265
+ | No log | 11.5676 | 428 | 1.4489 | 0.4462 | 1.4489 | 1.2037 |
266
+ | No log | 11.6216 | 430 | 1.4595 | 0.4697 | 1.4595 | 1.2081 |
267
+ | No log | 11.6757 | 432 | 1.4286 | 0.4733 | 1.4286 | 1.1953 |
268
+ | No log | 11.7297 | 434 | 1.4554 | 0.4733 | 1.4554 | 1.2064 |
269
+ | No log | 11.7838 | 436 | 1.4224 | 0.4733 | 1.4224 | 1.1927 |
270
+ | No log | 11.8378 | 438 | 1.3842 | 0.4733 | 1.3842 | 1.1765 |
271
+ | No log | 11.8919 | 440 | 1.4113 | 0.4511 | 1.4113 | 1.1880 |
272
+ | No log | 11.9459 | 442 | 1.5619 | 0.3714 | 1.5619 | 1.2498 |
273
+ | No log | 12.0 | 444 | 1.6665 | 0.3714 | 1.6665 | 1.2909 |
274
+ | No log | 12.0541 | 446 | 1.5602 | 0.3768 | 1.5602 | 1.2491 |
275
+ | No log | 12.1081 | 448 | 1.4246 | 0.4627 | 1.4246 | 1.1936 |
276
+ | No log | 12.1622 | 450 | 1.3602 | 0.4545 | 1.3602 | 1.1663 |
277
+ | No log | 12.2162 | 452 | 1.4178 | 0.4545 | 1.4178 | 1.1907 |
278
+ | No log | 12.2703 | 454 | 1.5342 | 0.3910 | 1.5342 | 1.2386 |
279
+ | No log | 12.3243 | 456 | 1.7036 | 0.3504 | 1.7036 | 1.3052 |
280
+ | No log | 12.3784 | 458 | 1.7756 | 0.3453 | 1.7756 | 1.3325 |
281
+ | No log | 12.4324 | 460 | 1.6860 | 0.3453 | 1.6860 | 1.2984 |
282
+ | No log | 12.4865 | 462 | 1.5504 | 0.4088 | 1.5504 | 1.2451 |
283
+ | No log | 12.5405 | 464 | 1.4330 | 0.4296 | 1.4330 | 1.1971 |
284
+ | No log | 12.5946 | 466 | 1.3994 | 0.4511 | 1.3994 | 1.1830 |
285
+ | No log | 12.6486 | 468 | 1.5074 | 0.3910 | 1.5074 | 1.2278 |
286
+ | No log | 12.7027 | 470 | 1.6815 | 0.3650 | 1.6815 | 1.2967 |
287
+ | No log | 12.7568 | 472 | 1.8607 | 0.2878 | 1.8607 | 1.3641 |
288
+ | No log | 12.8108 | 474 | 1.9068 | 0.3143 | 1.9068 | 1.3809 |
289
+ | No log | 12.8649 | 476 | 1.7942 | 0.3453 | 1.7942 | 1.3395 |
290
+ | No log | 12.9189 | 478 | 1.7565 | 0.3453 | 1.7565 | 1.3253 |
291
+ | No log | 12.9730 | 480 | 1.6958 | 0.3333 | 1.6958 | 1.3022 |
292
+ | No log | 13.0270 | 482 | 1.7922 | 0.3453 | 1.7922 | 1.3387 |
293
+ | No log | 13.0811 | 484 | 1.8999 | 0.3143 | 1.8999 | 1.3784 |
294
+ | No log | 13.1351 | 486 | 1.9599 | 0.2979 | 1.9599 | 1.4000 |
295
+ | No log | 13.1892 | 488 | 1.8393 | 0.3143 | 1.8393 | 1.3562 |
296
+ | No log | 13.2432 | 490 | 1.7132 | 0.3212 | 1.7132 | 1.3089 |
297
+ | No log | 13.2973 | 492 | 1.5229 | 0.4122 | 1.5229 | 1.2341 |
298
+ | No log | 13.3514 | 494 | 1.4072 | 0.4275 | 1.4072 | 1.1862 |
299
+ | No log | 13.4054 | 496 | 1.3975 | 0.4275 | 1.3975 | 1.1822 |
300
+ | No log | 13.4595 | 498 | 1.4831 | 0.4328 | 1.4831 | 1.2178 |
301
+ | 0.4206 | 13.5135 | 500 | 1.5254 | 0.4060 | 1.5254 | 1.2351 |
302
+ | 0.4206 | 13.5676 | 502 | 1.5517 | 0.4060 | 1.5517 | 1.2457 |
303
+ | 0.4206 | 13.6216 | 504 | 1.6552 | 0.3556 | 1.6552 | 1.2866 |
304
+ | 0.4206 | 13.6757 | 506 | 1.6275 | 0.3556 | 1.6275 | 1.2757 |
305
+ | 0.4206 | 13.7297 | 508 | 1.5174 | 0.4179 | 1.5174 | 1.2318 |
306
+ | 0.4206 | 13.7838 | 510 | 1.3784 | 0.4 | 1.3784 | 1.1741 |
307
+ | 0.4206 | 13.8378 | 512 | 1.3108 | 0.4103 | 1.3108 | 1.1449 |
308
+ | 0.4206 | 13.8919 | 514 | 1.3307 | 0.4103 | 1.3307 | 1.1536 |
309
+ | 0.4206 | 13.9459 | 516 | 1.4034 | 0.3833 | 1.4034 | 1.1846 |
310
+ | 0.4206 | 14.0 | 518 | 1.5568 | 0.3664 | 1.5568 | 1.2477 |
311
+ | 0.4206 | 14.0541 | 520 | 1.7196 | 0.3433 | 1.7196 | 1.3114 |
312
+ | 0.4206 | 14.1081 | 522 | 1.8357 | 0.3066 | 1.8357 | 1.3549 |
313
+ | 0.4206 | 14.1622 | 524 | 1.8090 | 0.3650 | 1.8090 | 1.3450 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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315
 
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  ### Framework versions