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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k1_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_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k20_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_k20_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: 1.8984
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- - Qwk: 0.2517
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- - Mse: 1.8984
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- - Rmse: 1.3778
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  ## Model description
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@@ -47,378 +47,258 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:------:|:----:|:---------------:|:------:|:------:|:------:|
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- | No log | 0.0230 | 2 | 6.6396 | 0.0 | 6.6396 | 2.5768 |
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- | No log | 0.0460 | 4 | 4.3286 | 0.0684 | 4.3286 | 2.0805 |
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- | No log | 0.0690 | 6 | 3.4395 | 0.0113 | 3.4395 | 1.8546 |
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- | No log | 0.0920 | 8 | 2.7750 | 0.0654 | 2.7750 | 1.6658 |
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- | No log | 0.1149 | 10 | 2.1940 | 0.0945 | 2.1940 | 1.4812 |
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- | No log | 0.1379 | 12 | 1.8165 | 0.2017 | 1.8165 | 1.3478 |
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- | No log | 0.1609 | 14 | 2.0792 | 0.2590 | 2.0792 | 1.4419 |
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- | No log | 0.1839 | 16 | 2.2314 | 0.2821 | 2.2314 | 1.4938 |
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- | No log | 0.2069 | 18 | 2.2926 | 0.2822 | 2.2926 | 1.5141 |
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- | No log | 0.2299 | 20 | 1.5379 | 0.2927 | 1.5379 | 1.2401 |
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- | No log | 0.2529 | 22 | 1.4927 | 0.2564 | 1.4927 | 1.2218 |
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- | No log | 0.2759 | 24 | 1.7676 | 0.2162 | 1.7676 | 1.3295 |
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- | No log | 0.2989 | 26 | 2.0794 | 0.0721 | 2.0794 | 1.4420 |
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- | No log | 0.3218 | 28 | 1.9527 | 0.1429 | 1.9527 | 1.3974 |
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- | No log | 0.3448 | 30 | 1.8721 | 0.1356 | 1.8721 | 1.3683 |
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- | No log | 0.3678 | 32 | 1.6050 | 0.2645 | 1.6050 | 1.2669 |
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- | No log | 0.3908 | 34 | 1.4963 | 0.3016 | 1.4963 | 1.2232 |
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- | No log | 0.4138 | 36 | 1.4959 | 0.3548 | 1.4959 | 1.2231 |
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- | No log | 0.4368 | 38 | 1.5768 | 0.3220 | 1.5768 | 1.2557 |
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- | No log | 0.4598 | 40 | 2.2270 | 0.0678 | 2.2270 | 1.4923 |
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- | No log | 0.4828 | 42 | 2.4280 | 0.0 | 2.4280 | 1.5582 |
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- | No log | 0.5057 | 44 | 1.6804 | 0.3193 | 1.6804 | 1.2963 |
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- | No log | 0.5287 | 46 | 1.1931 | 0.4538 | 1.1931 | 1.0923 |
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- | No log | 0.5517 | 48 | 1.1980 | 0.4426 | 1.1980 | 1.0945 |
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- | No log | 0.5747 | 50 | 1.1796 | 0.4640 | 1.1796 | 1.0861 |
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- | No log | 0.5977 | 52 | 1.0833 | 0.4918 | 1.0833 | 1.0408 |
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- | No log | 0.6207 | 54 | 1.0498 | 0.5440 | 1.0498 | 1.0246 |
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- | No log | 0.6437 | 56 | 0.9887 | 0.6154 | 0.9887 | 0.9943 |
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- | No log | 0.6667 | 58 | 0.9723 | 0.5625 | 0.9723 | 0.9861 |
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- | No log | 0.6897 | 60 | 1.1282 | 0.496 | 1.1282 | 1.0621 |
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- | No log | 0.7126 | 62 | 1.5062 | 0.3590 | 1.5062 | 1.2273 |
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- | No log | 0.7356 | 64 | 1.8798 | 0.1391 | 1.8798 | 1.3711 |
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- | No log | 0.7586 | 66 | 1.5885 | 0.3276 | 1.5885 | 1.2603 |
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- | No log | 0.7816 | 68 | 1.0975 | 0.5760 | 1.0975 | 1.0476 |
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- | No log | 0.8046 | 70 | 1.0344 | 0.6029 | 1.0344 | 1.0171 |
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- | No log | 0.8276 | 72 | 1.0121 | 0.5758 | 1.0121 | 1.0060 |
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- | No log | 0.8506 | 74 | 1.0209 | 0.6047 | 1.0209 | 1.0104 |
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- | No log | 0.8736 | 76 | 1.1943 | 0.5606 | 1.1943 | 1.0928 |
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- | No log | 0.8966 | 78 | 1.0836 | 0.5669 | 1.0836 | 1.0410 |
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- | No log | 0.9195 | 80 | 1.0904 | 0.5 | 1.0904 | 1.0442 |
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- | No log | 0.9425 | 82 | 1.5082 | 0.4122 | 1.5082 | 1.2281 |
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- | No log | 0.9655 | 84 | 1.5763 | 0.4 | 1.5763 | 1.2555 |
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- | No log | 0.9885 | 86 | 1.1756 | 0.4640 | 1.1756 | 1.0842 |
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- | No log | 1.0115 | 88 | 1.0360 | 0.5806 | 1.0360 | 1.0178 |
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- | No log | 1.0345 | 90 | 1.4010 | 0.5185 | 1.4010 | 1.1836 |
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- | No log | 1.0575 | 92 | 1.5854 | 0.4088 | 1.5854 | 1.2591 |
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- | No log | 1.0805 | 94 | 1.4811 | 0.3939 | 1.4811 | 1.2170 |
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- | No log | 1.1034 | 96 | 1.2524 | 0.4677 | 1.2524 | 1.1191 |
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- | No log | 1.1264 | 98 | 1.3287 | 0.4628 | 1.3287 | 1.1527 |
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- | No log | 1.1494 | 100 | 1.2594 | 0.3966 | 1.2594 | 1.1222 |
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- | No log | 1.1724 | 102 | 1.2842 | 0.2778 | 1.2842 | 1.1332 |
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- | No log | 1.1954 | 104 | 1.3294 | 0.2778 | 1.3294 | 1.1530 |
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- | No log | 1.2184 | 106 | 1.3482 | 0.2617 | 1.3482 | 1.1611 |
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- | No log | 1.2414 | 108 | 1.3784 | 0.3363 | 1.3784 | 1.1740 |
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- | No log | 1.2644 | 110 | 1.3333 | 0.3833 | 1.3333 | 1.1547 |
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- | No log | 1.2874 | 112 | 1.2499 | 0.4590 | 1.2499 | 1.1180 |
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- | No log | 1.3103 | 114 | 1.1115 | 0.5246 | 1.1115 | 1.0543 |
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- | No log | 1.3333 | 116 | 1.0839 | 0.5714 | 1.0839 | 1.0411 |
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- | No log | 1.3563 | 118 | 1.1164 | 0.5781 | 1.1164 | 1.0566 |
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- | No log | 1.3793 | 120 | 1.2813 | 0.5414 | 1.2813 | 1.1320 |
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- | No log | 1.4023 | 122 | 1.7999 | 0.3497 | 1.7999 | 1.3416 |
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- | No log | 1.4253 | 124 | 2.0460 | 0.1944 | 2.0460 | 1.4304 |
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- | No log | 1.4483 | 126 | 1.8702 | 0.2837 | 1.8702 | 1.3676 |
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- | No log | 1.4713 | 128 | 1.4243 | 0.5385 | 1.4243 | 1.1934 |
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- | No log | 1.4943 | 130 | 1.2884 | 0.2407 | 1.2884 | 1.1351 |
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- | No log | 1.5172 | 132 | 1.3952 | 0.2883 | 1.3952 | 1.1812 |
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- | No log | 1.5402 | 134 | 1.3172 | 0.2883 | 1.3172 | 1.1477 |
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- | No log | 1.5632 | 136 | 1.1772 | 0.3273 | 1.1772 | 1.0850 |
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- | No log | 1.5862 | 138 | 1.1143 | 0.4655 | 1.1143 | 1.0556 |
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- | No log | 1.6092 | 140 | 1.3532 | 0.5197 | 1.3532 | 1.1633 |
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- | No log | 1.6322 | 142 | 1.5880 | 0.4219 | 1.5880 | 1.2601 |
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- | No log | 1.6552 | 144 | 1.6034 | 0.4252 | 1.6034 | 1.2663 |
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- | No log | 1.6782 | 146 | 1.4578 | 0.4390 | 1.4578 | 1.2074 |
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- | No log | 1.7011 | 148 | 1.2886 | 0.4918 | 1.2886 | 1.1352 |
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- | No log | 1.7241 | 150 | 1.2625 | 0.5410 | 1.2625 | 1.1236 |
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- | No log | 1.7471 | 152 | 1.4193 | 0.4687 | 1.4193 | 1.1913 |
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- | No log | 1.7701 | 154 | 1.5623 | 0.4375 | 1.5623 | 1.2499 |
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- | No log | 1.7931 | 156 | 1.5403 | 0.4496 | 1.5403 | 1.2411 |
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- | No log | 1.8161 | 158 | 1.4334 | 0.4806 | 1.4334 | 1.1973 |
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- | No log | 1.8391 | 160 | 1.4433 | 0.4776 | 1.4433 | 1.2014 |
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- | No log | 1.8621 | 162 | 1.5804 | 0.4203 | 1.5804 | 1.2572 |
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- | No log | 1.8851 | 164 | 1.5432 | 0.4526 | 1.5432 | 1.2423 |
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- | No log | 1.9080 | 166 | 1.4105 | 0.4812 | 1.4105 | 1.1876 |
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- | No log | 1.9310 | 168 | 1.2996 | 0.528 | 1.2996 | 1.1400 |
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- | No log | 1.9540 | 170 | 1.3288 | 0.5312 | 1.3288 | 1.1528 |
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- | No log | 1.9770 | 172 | 1.3701 | 0.5 | 1.3701 | 1.1705 |
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- | No log | 2.0 | 174 | 1.2990 | 0.5441 | 1.2990 | 1.1397 |
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- | No log | 2.0230 | 176 | 1.2281 | 0.5564 | 1.2281 | 1.1082 |
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- | No log | 2.0460 | 178 | 1.1811 | 0.5865 | 1.1811 | 1.0868 |
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- | No log | 2.0690 | 180 | 1.1898 | 0.5606 | 1.1898 | 1.0908 |
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- | No log | 2.0920 | 182 | 1.1627 | 0.5606 | 1.1627 | 1.0783 |
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- | No log | 2.1149 | 184 | 1.1530 | 0.5649 | 1.1530 | 1.0738 |
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- | No log | 2.1379 | 186 | 1.1665 | 0.5649 | 1.1665 | 1.0800 |
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- | No log | 2.1609 | 188 | 1.1981 | 0.5496 | 1.1981 | 1.0946 |
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- | No log | 2.1839 | 190 | 1.2022 | 0.5312 | 1.2022 | 1.0965 |
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- | No log | 2.2069 | 192 | 1.2374 | 0.5116 | 1.2374 | 1.1124 |
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- | No log | 2.2299 | 194 | 1.3089 | 0.4923 | 1.3089 | 1.1441 |
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- | No log | 2.2529 | 196 | 1.4924 | 0.4265 | 1.4924 | 1.2217 |
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- | No log | 2.2759 | 198 | 1.4630 | 0.4265 | 1.4630 | 1.2095 |
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- | No log | 2.2989 | 200 | 1.2680 | 0.4961 | 1.2680 | 1.1260 |
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- | No log | 2.3218 | 202 | 1.1860 | 0.5354 | 1.1860 | 1.0891 |
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- | No log | 2.3448 | 204 | 1.2265 | 0.5231 | 1.2265 | 1.1075 |
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- | No log | 2.3678 | 206 | 1.2553 | 0.5344 | 1.2553 | 1.1204 |
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- | No log | 2.3908 | 208 | 1.2083 | 0.5426 | 1.2083 | 1.0992 |
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- | No log | 2.4138 | 210 | 1.1640 | 0.5781 | 1.1640 | 1.0789 |
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- | No log | 2.4368 | 212 | 1.0898 | 0.5827 | 1.0898 | 1.0439 |
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- | No log | 2.4598 | 214 | 1.1020 | 0.5323 | 1.1020 | 1.0498 |
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- | No log | 2.4828 | 216 | 1.1504 | 0.5714 | 1.1504 | 1.0726 |
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- | No log | 2.5057 | 218 | 1.1112 | 0.56 | 1.1112 | 1.0542 |
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- | No log | 2.5287 | 220 | 1.0967 | 0.5669 | 1.0967 | 1.0472 |
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- | No log | 2.5517 | 222 | 1.1012 | 0.5410 | 1.1012 | 1.0494 |
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- | No log | 2.5747 | 224 | 1.1181 | 0.4706 | 1.1181 | 1.0574 |
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- | No log | 2.5977 | 226 | 1.1496 | 0.4786 | 1.1496 | 1.0722 |
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- | No log | 2.6207 | 228 | 1.1519 | 0.5691 | 1.1519 | 1.0733 |
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- | No log | 2.6437 | 230 | 1.1306 | 0.5760 | 1.1306 | 1.0633 |
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- | No log | 2.6667 | 232 | 1.2015 | 0.5692 | 1.2015 | 1.0961 |
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- | No log | 2.6897 | 234 | 1.3104 | 0.4380 | 1.3104 | 1.1447 |
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- | No log | 2.7126 | 236 | 1.3136 | 0.4672 | 1.3136 | 1.1461 |
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- | No log | 2.7356 | 238 | 1.1960 | 0.5496 | 1.1960 | 1.0936 |
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- | No log | 2.7586 | 240 | 1.2786 | 0.5303 | 1.2786 | 1.1308 |
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- | No log | 2.7816 | 242 | 1.4279 | 0.4203 | 1.4279 | 1.1949 |
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- | No log | 2.8046 | 244 | 1.4671 | 0.4029 | 1.4671 | 1.2112 |
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- | No log | 2.8276 | 246 | 1.3665 | 0.4460 | 1.3665 | 1.1690 |
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- | No log | 2.8506 | 248 | 1.0579 | 0.6423 | 1.0579 | 1.0285 |
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- | No log | 2.8736 | 250 | 0.9342 | 0.6861 | 0.9342 | 0.9665 |
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- | No log | 2.8966 | 252 | 0.9813 | 0.6423 | 0.9813 | 0.9906 |
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- | No log | 2.9195 | 254 | 1.1367 | 0.5899 | 1.1367 | 1.0661 |
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- | No log | 2.9425 | 256 | 1.1817 | 0.5758 | 1.1817 | 1.0870 |
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- | No log | 2.9655 | 258 | 1.1011 | 0.5846 | 1.1011 | 1.0494 |
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- | No log | 2.9885 | 260 | 1.0400 | 0.5669 | 1.0400 | 1.0198 |
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- | No log | 3.0115 | 262 | 0.9944 | 0.6299 | 0.9944 | 0.9972 |
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- | No log | 3.0345 | 264 | 0.9963 | 0.6032 | 0.9963 | 0.9981 |
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- | No log | 3.0575 | 266 | 1.1173 | 0.5625 | 1.1173 | 1.0570 |
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- | No log | 3.0805 | 268 | 1.1982 | 0.5271 | 1.1982 | 1.0946 |
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- | No log | 3.1034 | 270 | 1.2233 | 0.5426 | 1.2233 | 1.1060 |
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- | No log | 3.1264 | 272 | 1.3227 | 0.4962 | 1.3227 | 1.1501 |
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- | No log | 3.1494 | 274 | 1.2208 | 0.5426 | 1.2208 | 1.1049 |
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- | No log | 3.1724 | 276 | 1.0372 | 0.5645 | 1.0372 | 1.0185 |
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- | No log | 3.1954 | 278 | 0.9725 | 0.5873 | 0.9725 | 0.9862 |
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- | No log | 3.2184 | 280 | 1.0086 | 0.5873 | 1.0086 | 1.0043 |
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- | No log | 3.2414 | 282 | 1.1523 | 0.5827 | 1.1523 | 1.0735 |
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- | No log | 3.2644 | 284 | 1.3368 | 0.5116 | 1.3368 | 1.1562 |
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- | No log | 3.2874 | 286 | 1.4434 | 0.4962 | 1.4434 | 1.2014 |
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- | No log | 3.3103 | 288 | 1.4567 | 0.4925 | 1.4567 | 1.2069 |
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- | No log | 3.3333 | 290 | 1.3767 | 0.4769 | 1.3767 | 1.1733 |
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- | No log | 3.3563 | 292 | 1.3411 | 0.4961 | 1.3411 | 1.1581 |
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- | No log | 3.3793 | 294 | 1.3676 | 0.4733 | 1.3676 | 1.1694 |
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- | No log | 3.4023 | 296 | 1.2750 | 0.5039 | 1.2750 | 1.1291 |
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- | No log | 3.4253 | 298 | 1.2325 | 0.5039 | 1.2325 | 1.1102 |
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- | No log | 3.4483 | 300 | 1.2712 | 0.5039 | 1.2712 | 1.1275 |
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- | No log | 3.4713 | 302 | 1.3184 | 0.4961 | 1.3184 | 1.1482 |
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- | No log | 3.4943 | 304 | 1.4368 | 0.4148 | 1.4368 | 1.1987 |
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- | No log | 3.5172 | 306 | 1.4269 | 0.4328 | 1.4269 | 1.1945 |
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- | No log | 3.5402 | 308 | 1.3510 | 0.4593 | 1.3510 | 1.1623 |
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- | No log | 3.5632 | 310 | 1.3076 | 0.4593 | 1.3076 | 1.1435 |
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- | No log | 3.5862 | 312 | 1.3697 | 0.4526 | 1.3697 | 1.1703 |
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- | No log | 3.6092 | 314 | 1.5421 | 0.4088 | 1.5421 | 1.2418 |
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- | No log | 3.6322 | 316 | 1.5764 | 0.4058 | 1.5764 | 1.2555 |
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- | No log | 3.6552 | 318 | 1.5224 | 0.4058 | 1.5224 | 1.2339 |
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- | No log | 3.6782 | 320 | 1.5893 | 0.3714 | 1.5893 | 1.2607 |
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- | No log | 3.7011 | 322 | 1.4869 | 0.3714 | 1.4869 | 1.2194 |
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- | No log | 3.7241 | 324 | 1.2243 | 0.5564 | 1.2243 | 1.1065 |
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- | No log | 3.7471 | 326 | 1.1279 | 0.5692 | 1.1279 | 1.0620 |
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- | No log | 3.7701 | 328 | 1.1739 | 0.5344 | 1.1739 | 1.0835 |
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- | No log | 3.7931 | 330 | 1.4700 | 0.3741 | 1.4700 | 1.2125 |
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- | No log | 3.8161 | 332 | 1.6624 | 0.3714 | 1.6624 | 1.2894 |
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- | No log | 3.8391 | 334 | 1.4960 | 0.3714 | 1.4960 | 1.2231 |
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- | No log | 3.8621 | 336 | 1.3010 | 0.5606 | 1.3010 | 1.1406 |
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- | No log | 3.8851 | 338 | 1.3107 | 0.5606 | 1.3107 | 1.1449 |
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- | No log | 3.9080 | 340 | 1.3728 | 0.5414 | 1.3728 | 1.1716 |
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- | No log | 3.9310 | 342 | 1.4491 | 0.4593 | 1.4491 | 1.2038 |
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- | No log | 3.9540 | 344 | 1.5773 | 0.3623 | 1.5773 | 1.2559 |
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- | No log | 3.9770 | 346 | 1.7291 | 0.3262 | 1.7291 | 1.3149 |
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- | No log | 4.0 | 348 | 1.7387 | 0.3429 | 1.7387 | 1.3186 |
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- | No log | 4.0230 | 350 | 1.6559 | 0.3623 | 1.6559 | 1.2868 |
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- | No log | 4.0460 | 352 | 1.4741 | 0.5344 | 1.4741 | 1.2141 |
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- | No log | 4.0690 | 354 | 1.3706 | 0.5 | 1.3706 | 1.1707 |
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- | No log | 4.0920 | 356 | 1.3625 | 0.5354 | 1.3625 | 1.1673 |
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- | No log | 4.1149 | 358 | 1.4286 | 0.5113 | 1.4286 | 1.1952 |
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- | No log | 4.1379 | 360 | 1.6639 | 0.3404 | 1.6639 | 1.2899 |
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- | No log | 4.1609 | 362 | 1.9604 | 0.2759 | 1.9604 | 1.4002 |
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- | No log | 4.1839 | 364 | 2.1547 | 0.1644 | 2.1547 | 1.4679 |
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- | No log | 4.2069 | 366 | 2.0803 | 0.2345 | 2.0803 | 1.4423 |
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- | No log | 4.2299 | 368 | 1.7800 | 0.3194 | 1.7800 | 1.3342 |
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- | No log | 4.2529 | 370 | 1.4957 | 0.4380 | 1.4957 | 1.2230 |
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- | No log | 4.2759 | 372 | 1.4564 | 0.4559 | 1.4564 | 1.2068 |
238
- | No log | 4.2989 | 374 | 1.5045 | 0.4296 | 1.5045 | 1.2266 |
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- | No log | 4.3218 | 376 | 1.5944 | 0.3852 | 1.5944 | 1.2627 |
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- | No log | 4.3448 | 378 | 1.5763 | 0.3852 | 1.5763 | 1.2555 |
241
- | No log | 4.3678 | 380 | 1.5089 | 0.4242 | 1.5089 | 1.2284 |
242
- | No log | 4.3908 | 382 | 1.5180 | 0.4296 | 1.5180 | 1.2321 |
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- | No log | 4.4138 | 384 | 1.6072 | 0.3768 | 1.6072 | 1.2677 |
244
- | No log | 4.4368 | 386 | 1.6286 | 0.3404 | 1.6286 | 1.2762 |
245
- | No log | 4.4598 | 388 | 1.5246 | 0.3885 | 1.5246 | 1.2347 |
246
- | No log | 4.4828 | 390 | 1.2945 | 0.5263 | 1.2945 | 1.1378 |
247
- | No log | 4.5057 | 392 | 1.2349 | 0.5385 | 1.2349 | 1.1113 |
248
- | No log | 4.5287 | 394 | 1.2889 | 0.4961 | 1.2889 | 1.1353 |
249
- | No log | 4.5517 | 396 | 1.4070 | 0.5 | 1.4070 | 1.1862 |
250
- | No log | 4.5747 | 398 | 1.3769 | 0.5191 | 1.3769 | 1.1734 |
251
- | No log | 4.5977 | 400 | 1.3234 | 0.4961 | 1.3234 | 1.1504 |
252
- | No log | 4.6207 | 402 | 1.1981 | 0.5581 | 1.1981 | 1.0946 |
253
- | No log | 4.6437 | 404 | 1.1565 | 0.5692 | 1.1565 | 1.0754 |
254
- | No log | 4.6667 | 406 | 1.3229 | 0.5185 | 1.3229 | 1.1502 |
255
- | No log | 4.6897 | 408 | 1.6437 | 0.3099 | 1.6437 | 1.2821 |
256
- | No log | 4.7126 | 410 | 1.8009 | 0.2937 | 1.8009 | 1.3420 |
257
- | No log | 4.7356 | 412 | 1.8364 | 0.2937 | 1.8364 | 1.3551 |
258
- | No log | 4.7586 | 414 | 1.8491 | 0.2937 | 1.8491 | 1.3598 |
259
- | No log | 4.7816 | 416 | 1.8671 | 0.2937 | 1.8671 | 1.3664 |
260
- | No log | 4.8046 | 418 | 1.6429 | 0.3429 | 1.6429 | 1.2817 |
261
- | No log | 4.8276 | 420 | 1.3856 | 0.4885 | 1.3856 | 1.1771 |
262
- | No log | 4.8506 | 422 | 1.1711 | 0.5760 | 1.1711 | 1.0822 |
263
- | No log | 4.8736 | 424 | 1.1531 | 0.5333 | 1.1531 | 1.0738 |
264
- | No log | 4.8966 | 426 | 1.2058 | 0.5333 | 1.2058 | 1.0981 |
265
- | No log | 4.9195 | 428 | 1.3206 | 0.4960 | 1.3206 | 1.1492 |
266
- | No log | 4.9425 | 430 | 1.5334 | 0.4662 | 1.5334 | 1.2383 |
267
- | No log | 4.9655 | 432 | 1.6032 | 0.3910 | 1.6032 | 1.2662 |
268
- | No log | 4.9885 | 434 | 1.5111 | 0.4662 | 1.5111 | 1.2293 |
269
- | No log | 5.0115 | 436 | 1.3103 | 0.4882 | 1.3103 | 1.1447 |
270
- | No log | 5.0345 | 438 | 1.1810 | 0.5161 | 1.1810 | 1.0868 |
271
- | No log | 5.0575 | 440 | 1.1516 | 0.5323 | 1.1516 | 1.0731 |
272
- | No log | 5.0805 | 442 | 1.1639 | 0.512 | 1.1639 | 1.0788 |
273
- | No log | 5.1034 | 444 | 1.3012 | 0.4688 | 1.3012 | 1.1407 |
274
- | No log | 5.1264 | 446 | 1.5285 | 0.4412 | 1.5285 | 1.2363 |
275
- | No log | 5.1494 | 448 | 1.8003 | 0.2411 | 1.8003 | 1.3418 |
276
- | No log | 5.1724 | 450 | 1.9070 | 0.2254 | 1.9070 | 1.3809 |
277
- | No log | 5.1954 | 452 | 1.8954 | 0.1986 | 1.8954 | 1.3767 |
278
- | No log | 5.2184 | 454 | 1.7546 | 0.2794 | 1.7546 | 1.3246 |
279
- | No log | 5.2414 | 456 | 1.5689 | 0.4962 | 1.5689 | 1.2526 |
280
- | No log | 5.2644 | 458 | 1.4135 | 0.4961 | 1.4135 | 1.1889 |
281
- | No log | 5.2874 | 460 | 1.3102 | 0.5197 | 1.3102 | 1.1447 |
282
- | No log | 5.3103 | 462 | 1.3136 | 0.5197 | 1.3136 | 1.1461 |
283
- | No log | 5.3333 | 464 | 1.4122 | 0.4848 | 1.4122 | 1.1884 |
284
- | No log | 5.3563 | 466 | 1.6434 | 0.3429 | 1.6434 | 1.2819 |
285
- | No log | 5.3793 | 468 | 1.7797 | 0.2500 | 1.7797 | 1.3341 |
286
- | No log | 5.4023 | 470 | 1.6938 | 0.2937 | 1.6938 | 1.3015 |
287
- | No log | 5.4253 | 472 | 1.4997 | 0.4627 | 1.4997 | 1.2246 |
288
- | No log | 5.4483 | 474 | 1.3020 | 0.4961 | 1.3020 | 1.1410 |
289
- | No log | 5.4713 | 476 | 1.2321 | 0.56 | 1.2321 | 1.1100 |
290
- | No log | 5.4943 | 478 | 1.2385 | 0.56 | 1.2385 | 1.1129 |
291
- | No log | 5.5172 | 480 | 1.3110 | 0.4921 | 1.3110 | 1.1450 |
292
- | No log | 5.5402 | 482 | 1.4441 | 0.4733 | 1.4441 | 1.2017 |
293
- | No log | 5.5632 | 484 | 1.5051 | 0.4580 | 1.5051 | 1.2268 |
294
- | No log | 5.5862 | 486 | 1.4491 | 0.4375 | 1.4491 | 1.2038 |
295
- | No log | 5.6092 | 488 | 1.3803 | 0.4921 | 1.3803 | 1.1749 |
296
- | No log | 5.6322 | 490 | 1.3547 | 0.4688 | 1.3547 | 1.1639 |
297
- | No log | 5.6552 | 492 | 1.3347 | 0.5077 | 1.3347 | 1.1553 |
298
- | No log | 5.6782 | 494 | 1.4334 | 0.4662 | 1.4334 | 1.1972 |
299
- | No log | 5.7011 | 496 | 1.5450 | 0.4593 | 1.5450 | 1.2430 |
300
- | No log | 5.7241 | 498 | 1.5718 | 0.4593 | 1.5718 | 1.2537 |
301
- | 0.4347 | 5.7471 | 500 | 1.5015 | 0.4394 | 1.5015 | 1.2254 |
302
- | 0.4347 | 5.7701 | 502 | 1.3400 | 0.5039 | 1.3400 | 1.1576 |
303
- | 0.4347 | 5.7931 | 504 | 1.2568 | 0.4915 | 1.2568 | 1.1211 |
304
- | 0.4347 | 5.8161 | 506 | 1.2432 | 0.4915 | 1.2432 | 1.1150 |
305
- | 0.4347 | 5.8391 | 508 | 1.2658 | 0.5161 | 1.2658 | 1.1251 |
306
- | 0.4347 | 5.8621 | 510 | 1.4334 | 0.4848 | 1.4334 | 1.1972 |
307
- | 0.4347 | 5.8851 | 512 | 1.5819 | 0.3676 | 1.5819 | 1.2577 |
308
- | 0.4347 | 5.9080 | 514 | 1.5649 | 0.3852 | 1.5649 | 1.2509 |
309
- | 0.4347 | 5.9310 | 516 | 1.3894 | 0.4889 | 1.3894 | 1.1787 |
310
- | 0.4347 | 5.9540 | 518 | 1.1733 | 0.5564 | 1.1733 | 1.0832 |
311
- | 0.4347 | 5.9770 | 520 | 1.0960 | 0.5581 | 1.0960 | 1.0469 |
312
- | 0.4347 | 6.0 | 522 | 1.1116 | 0.5649 | 1.1116 | 1.0543 |
313
- | 0.4347 | 6.0230 | 524 | 1.1948 | 0.5455 | 1.1948 | 1.0931 |
314
- | 0.4347 | 6.0460 | 526 | 1.3285 | 0.5113 | 1.3285 | 1.1526 |
315
- | 0.4347 | 6.0690 | 528 | 1.3922 | 0.4697 | 1.3922 | 1.1799 |
316
- | 0.4347 | 6.0920 | 530 | 1.3815 | 0.4580 | 1.3815 | 1.1754 |
317
- | 0.4347 | 6.1149 | 532 | 1.2919 | 0.5312 | 1.2919 | 1.1366 |
318
- | 0.4347 | 6.1379 | 534 | 1.2262 | 0.5397 | 1.2262 | 1.1073 |
319
- | 0.4347 | 6.1609 | 536 | 1.2131 | 0.512 | 1.2131 | 1.1014 |
320
- | 0.4347 | 6.1839 | 538 | 1.2450 | 0.512 | 1.2450 | 1.1158 |
321
- | 0.4347 | 6.2069 | 540 | 1.3866 | 0.4615 | 1.3866 | 1.1776 |
322
- | 0.4347 | 6.2299 | 542 | 1.6000 | 0.4 | 1.6000 | 1.2649 |
323
- | 0.4347 | 6.2529 | 544 | 1.7320 | 0.3333 | 1.7320 | 1.3161 |
324
- | 0.4347 | 6.2759 | 546 | 1.7131 | 0.3165 | 1.7131 | 1.3088 |
325
- | 0.4347 | 6.2989 | 548 | 1.5479 | 0.4265 | 1.5479 | 1.2441 |
326
- | 0.4347 | 6.3218 | 550 | 1.3998 | 0.4511 | 1.3998 | 1.1831 |
327
- | 0.4347 | 6.3448 | 552 | 1.3579 | 0.4923 | 1.3579 | 1.1653 |
328
- | 0.4347 | 6.3678 | 554 | 1.3935 | 0.4885 | 1.3935 | 1.1805 |
329
- | 0.4347 | 6.3908 | 556 | 1.4059 | 0.5312 | 1.4059 | 1.1857 |
330
- | 0.4347 | 6.4138 | 558 | 1.4852 | 0.4769 | 1.4852 | 1.2187 |
331
- | 0.4347 | 6.4368 | 560 | 1.5676 | 0.4154 | 1.5676 | 1.2521 |
332
- | 0.4347 | 6.4598 | 562 | 1.5989 | 0.4154 | 1.5989 | 1.2645 |
333
- | 0.4347 | 6.4828 | 564 | 1.5775 | 0.4242 | 1.5775 | 1.2560 |
334
- | 0.4347 | 6.5057 | 566 | 1.5556 | 0.4328 | 1.5556 | 1.2473 |
335
- | 0.4347 | 6.5287 | 568 | 1.4635 | 0.4511 | 1.4635 | 1.2097 |
336
- | 0.4347 | 6.5517 | 570 | 1.4034 | 0.4812 | 1.4034 | 1.1846 |
337
- | 0.4347 | 6.5747 | 572 | 1.4276 | 0.4776 | 1.4276 | 1.1948 |
338
- | 0.4347 | 6.5977 | 574 | 1.5342 | 0.4348 | 1.5342 | 1.2386 |
339
- | 0.4347 | 6.6207 | 576 | 1.6155 | 0.3913 | 1.6155 | 1.2710 |
340
- | 0.4347 | 6.6437 | 578 | 1.6526 | 0.3741 | 1.6526 | 1.2855 |
341
- | 0.4347 | 6.6667 | 580 | 1.4867 | 0.4444 | 1.4867 | 1.2193 |
342
- | 0.4347 | 6.6897 | 582 | 1.3511 | 0.5077 | 1.3511 | 1.1623 |
343
- | 0.4347 | 6.7126 | 584 | 1.2709 | 0.512 | 1.2709 | 1.1273 |
344
- | 0.4347 | 6.7356 | 586 | 1.2833 | 0.4754 | 1.2833 | 1.1328 |
345
- | 0.4347 | 6.7586 | 588 | 1.3130 | 0.5 | 1.3130 | 1.1458 |
346
- | 0.4347 | 6.7816 | 590 | 1.3059 | 0.512 | 1.3059 | 1.1427 |
347
- | 0.4347 | 6.8046 | 592 | 1.3349 | 0.5312 | 1.3349 | 1.1554 |
348
- | 0.4347 | 6.8276 | 594 | 1.3663 | 0.4885 | 1.3663 | 1.1689 |
349
- | 0.4347 | 6.8506 | 596 | 1.4730 | 0.4627 | 1.4730 | 1.2137 |
350
- | 0.4347 | 6.8736 | 598 | 1.5839 | 0.3913 | 1.5839 | 1.2585 |
351
- | 0.4347 | 6.8966 | 600 | 1.5044 | 0.4265 | 1.5044 | 1.2265 |
352
- | 0.4347 | 6.9195 | 602 | 1.3039 | 0.5263 | 1.3039 | 1.1419 |
353
- | 0.4347 | 6.9425 | 604 | 1.1330 | 0.5736 | 1.1330 | 1.0644 |
354
- | 0.4347 | 6.9655 | 606 | 1.0688 | 0.5556 | 1.0688 | 1.0338 |
355
- | 0.4347 | 6.9885 | 608 | 1.0872 | 0.5669 | 1.0872 | 1.0427 |
356
- | 0.4347 | 7.0115 | 610 | 1.1955 | 0.5606 | 1.1955 | 1.0934 |
357
- | 0.4347 | 7.0345 | 612 | 1.3510 | 0.5 | 1.3510 | 1.1623 |
358
- | 0.4347 | 7.0575 | 614 | 1.4167 | 0.4962 | 1.4167 | 1.1902 |
359
- | 0.4347 | 7.0805 | 616 | 1.3512 | 0.5 | 1.3512 | 1.1624 |
360
- | 0.4347 | 7.1034 | 618 | 1.2124 | 0.5469 | 1.2124 | 1.1011 |
361
- | 0.4347 | 7.1264 | 620 | 1.1339 | 0.56 | 1.1339 | 1.0649 |
362
- | 0.4347 | 7.1494 | 622 | 1.1438 | 0.56 | 1.1438 | 1.0695 |
363
- | 0.4347 | 7.1724 | 624 | 1.1986 | 0.5323 | 1.1986 | 1.0948 |
364
- | 0.4347 | 7.1954 | 626 | 1.2715 | 0.528 | 1.2715 | 1.1276 |
365
- | 0.4347 | 7.2184 | 628 | 1.3823 | 0.4885 | 1.3823 | 1.1757 |
366
- | 0.4347 | 7.2414 | 630 | 1.4553 | 0.5 | 1.4553 | 1.2064 |
367
- | 0.4347 | 7.2644 | 632 | 1.4225 | 0.4769 | 1.4225 | 1.1927 |
368
- | 0.4347 | 7.2874 | 634 | 1.3294 | 0.5197 | 1.3294 | 1.1530 |
369
- | 0.4347 | 7.3103 | 636 | 1.2544 | 0.5625 | 1.2544 | 1.1200 |
370
- | 0.4347 | 7.3333 | 638 | 1.2116 | 0.5469 | 1.2116 | 1.1007 |
371
- | 0.4347 | 7.3563 | 640 | 1.2316 | 0.5736 | 1.2316 | 1.1098 |
372
- | 0.4347 | 7.3793 | 642 | 1.3420 | 0.5538 | 1.3420 | 1.1584 |
373
- | 0.4347 | 7.4023 | 644 | 1.4724 | 0.4427 | 1.4724 | 1.2134 |
374
- | 0.4347 | 7.4253 | 646 | 1.6138 | 0.3529 | 1.6138 | 1.2704 |
375
- | 0.4347 | 7.4483 | 648 | 1.6128 | 0.3407 | 1.6128 | 1.2699 |
376
- | 0.4347 | 7.4713 | 650 | 1.5286 | 0.3969 | 1.5286 | 1.2364 |
377
- | 0.4347 | 7.4943 | 652 | 1.4003 | 0.5197 | 1.4003 | 1.1833 |
378
- | 0.4347 | 7.5172 | 654 | 1.2823 | 0.5556 | 1.2823 | 1.1324 |
379
- | 0.4347 | 7.5402 | 656 | 1.2540 | 0.56 | 1.2540 | 1.1198 |
380
- | 0.4347 | 7.5632 | 658 | 1.2793 | 0.5556 | 1.2793 | 1.1311 |
381
- | 0.4347 | 7.5862 | 660 | 1.3627 | 0.5469 | 1.3627 | 1.1673 |
382
- | 0.4347 | 7.6092 | 662 | 1.4674 | 0.4697 | 1.4674 | 1.2113 |
383
- | 0.4347 | 7.6322 | 664 | 1.5248 | 0.3407 | 1.5248 | 1.2348 |
384
- | 0.4347 | 7.6552 | 666 | 1.4965 | 0.3676 | 1.4965 | 1.2233 |
385
- | 0.4347 | 7.6782 | 668 | 1.4107 | 0.5152 | 1.4107 | 1.1877 |
386
- | 0.4347 | 7.7011 | 670 | 1.3486 | 0.5414 | 1.3486 | 1.1613 |
387
- | 0.4347 | 7.7241 | 672 | 1.3490 | 0.5152 | 1.3490 | 1.1615 |
388
- | 0.4347 | 7.7471 | 674 | 1.3717 | 0.5152 | 1.3717 | 1.1712 |
389
- | 0.4347 | 7.7701 | 676 | 1.3971 | 0.5152 | 1.3971 | 1.1820 |
390
- | 0.4347 | 7.7931 | 678 | 1.4638 | 0.4848 | 1.4638 | 1.2099 |
391
- | 0.4347 | 7.8161 | 680 | 1.4675 | 0.4885 | 1.4675 | 1.2114 |
392
- | 0.4347 | 7.8391 | 682 | 1.5349 | 0.3910 | 1.5349 | 1.2389 |
393
- | 0.4347 | 7.8621 | 684 | 1.5463 | 0.3910 | 1.5463 | 1.2435 |
394
- | 0.4347 | 7.8851 | 686 | 1.5596 | 0.3910 | 1.5596 | 1.2488 |
395
- | 0.4347 | 7.9080 | 688 | 1.4831 | 0.4806 | 1.4831 | 1.2178 |
396
- | 0.4347 | 7.9310 | 690 | 1.4093 | 0.4806 | 1.4093 | 1.1871 |
397
- | 0.4347 | 7.9540 | 692 | 1.3967 | 0.5197 | 1.3967 | 1.1818 |
398
- | 0.4347 | 7.9770 | 694 | 1.4094 | 0.5197 | 1.4094 | 1.1872 |
399
- | 0.4347 | 8.0 | 696 | 1.4270 | 0.4806 | 1.4270 | 1.1946 |
400
- | 0.4347 | 8.0230 | 698 | 1.3780 | 0.4806 | 1.3780 | 1.1739 |
401
- | 0.4347 | 8.0460 | 700 | 1.3167 | 0.5077 | 1.3167 | 1.1475 |
402
- | 0.4347 | 8.0690 | 702 | 1.2951 | 0.4806 | 1.2951 | 1.1380 |
403
- | 0.4347 | 8.0920 | 704 | 1.3042 | 0.4806 | 1.3042 | 1.1420 |
404
- | 0.4347 | 8.1149 | 706 | 1.3067 | 0.4806 | 1.3067 | 1.1431 |
405
- | 0.4347 | 8.1379 | 708 | 1.2937 | 0.4921 | 1.2937 | 1.1374 |
406
- | 0.4347 | 8.1609 | 710 | 1.2888 | 0.4921 | 1.2888 | 1.1353 |
407
- | 0.4347 | 8.1839 | 712 | 1.3342 | 0.4800 | 1.3342 | 1.1551 |
408
- | 0.4347 | 8.2069 | 714 | 1.4315 | 0.4531 | 1.4315 | 1.1964 |
409
- | 0.4347 | 8.2299 | 716 | 1.5187 | 0.4615 | 1.5187 | 1.2324 |
410
- | 0.4347 | 8.2529 | 718 | 1.6451 | 0.3556 | 1.6451 | 1.2826 |
411
- | 0.4347 | 8.2759 | 720 | 1.6716 | 0.3504 | 1.6716 | 1.2929 |
412
- | 0.4347 | 8.2989 | 722 | 1.5875 | 0.3824 | 1.5875 | 1.2600 |
413
- | 0.4347 | 8.3218 | 724 | 1.4811 | 0.4662 | 1.4811 | 1.2170 |
414
- | 0.4347 | 8.3448 | 726 | 1.4022 | 0.4545 | 1.4022 | 1.1842 |
415
- | 0.4347 | 8.3678 | 728 | 1.4026 | 0.4885 | 1.4026 | 1.1843 |
416
- | 0.4347 | 8.3908 | 730 | 1.4609 | 0.4545 | 1.4609 | 1.2087 |
417
- | 0.4347 | 8.4138 | 732 | 1.6069 | 0.3910 | 1.6069 | 1.2676 |
418
- | 0.4347 | 8.4368 | 734 | 1.8499 | 0.2817 | 1.8499 | 1.3601 |
419
- | 0.4347 | 8.4598 | 736 | 1.9723 | 0.2517 | 1.9723 | 1.4044 |
420
- | 0.4347 | 8.4828 | 738 | 1.9968 | 0.2517 | 1.9968 | 1.4131 |
421
- | 0.4347 | 8.5057 | 740 | 1.8984 | 0.2517 | 1.8984 | 1.3778 |
422
 
423
 
424
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k1_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_run2_AugV5_k1_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: 1.4905
19
+ - Qwk: 0.4375
20
+ - Mse: 1.4905
21
+ - Rmse: 1.2209
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.4 | 2 | 6.9282 | -0.0056 | 6.9282 | 2.6322 |
53
+ | No log | 0.8 | 4 | 4.6622 | 0.0455 | 4.6622 | 2.1592 |
54
+ | No log | 1.2 | 6 | 3.2342 | 0.0970 | 3.2342 | 1.7984 |
55
+ | No log | 1.6 | 8 | 3.0309 | 0.0510 | 3.0309 | 1.7410 |
56
+ | No log | 2.0 | 10 | 2.2738 | 0.0640 | 2.2738 | 1.5079 |
57
+ | No log | 2.4 | 12 | 1.9303 | 0.0885 | 1.9303 | 1.3894 |
58
+ | No log | 2.8 | 14 | 1.8525 | 0.1111 | 1.8525 | 1.3611 |
59
+ | No log | 3.2 | 16 | 1.7615 | 0.1524 | 1.7615 | 1.3272 |
60
+ | No log | 3.6 | 18 | 1.7716 | 0.1524 | 1.7716 | 1.3310 |
61
+ | No log | 4.0 | 20 | 1.7963 | 0.1132 | 1.7963 | 1.3403 |
62
+ | No log | 4.4 | 22 | 2.0293 | 0.1849 | 2.0293 | 1.4245 |
63
+ | No log | 4.8 | 24 | 2.1242 | 0.1667 | 2.1242 | 1.4575 |
64
+ | No log | 5.2 | 26 | 1.8903 | 0.2478 | 1.8903 | 1.3749 |
65
+ | No log | 5.6 | 28 | 1.6658 | 0.1869 | 1.6658 | 1.2907 |
66
+ | No log | 6.0 | 30 | 1.6141 | 0.1887 | 1.6141 | 1.2705 |
67
+ | No log | 6.4 | 32 | 1.6922 | 0.2883 | 1.6922 | 1.3009 |
68
+ | No log | 6.8 | 34 | 1.9839 | 0.2576 | 1.9839 | 1.4085 |
69
+ | No log | 7.2 | 36 | 2.4854 | 0.0795 | 2.4854 | 1.5765 |
70
+ | No log | 7.6 | 38 | 2.3763 | 0.0816 | 2.3763 | 1.5415 |
71
+ | No log | 8.0 | 40 | 1.7705 | 0.3281 | 1.7705 | 1.3306 |
72
+ | No log | 8.4 | 42 | 1.5137 | 0.3036 | 1.5137 | 1.2303 |
73
+ | No log | 8.8 | 44 | 1.4904 | 0.3036 | 1.4904 | 1.2208 |
74
+ | No log | 9.2 | 46 | 1.4533 | 0.2545 | 1.4533 | 1.2055 |
75
+ | No log | 9.6 | 48 | 1.4339 | 0.2385 | 1.4339 | 1.1974 |
76
+ | No log | 10.0 | 50 | 1.7883 | 0.3000 | 1.7883 | 1.3373 |
77
+ | No log | 10.4 | 52 | 2.0196 | 0.2308 | 2.0196 | 1.4211 |
78
+ | No log | 10.8 | 54 | 1.6670 | 0.2414 | 1.6670 | 1.2911 |
79
+ | No log | 11.2 | 56 | 1.4803 | 0.4310 | 1.4803 | 1.2167 |
80
+ | No log | 11.6 | 58 | 1.4608 | 0.4407 | 1.4608 | 1.2086 |
81
+ | No log | 12.0 | 60 | 1.4514 | 0.3966 | 1.4514 | 1.2047 |
82
+ | No log | 12.4 | 62 | 1.4587 | 0.4103 | 1.4587 | 1.2078 |
83
+ | No log | 12.8 | 64 | 1.4137 | 0.3590 | 1.4137 | 1.1890 |
84
+ | No log | 13.2 | 66 | 1.4262 | 0.3967 | 1.4262 | 1.1942 |
85
+ | No log | 13.6 | 68 | 1.4065 | 0.4032 | 1.4065 | 1.1860 |
86
+ | No log | 14.0 | 70 | 1.4716 | 0.352 | 1.4716 | 1.2131 |
87
+ | No log | 14.4 | 72 | 1.4749 | 0.3200 | 1.4749 | 1.2145 |
88
+ | No log | 14.8 | 74 | 1.4828 | 0.3252 | 1.4828 | 1.2177 |
89
+ | No log | 15.2 | 76 | 1.5413 | 0.2787 | 1.5413 | 1.2415 |
90
+ | No log | 15.6 | 78 | 1.4718 | 0.3390 | 1.4718 | 1.2132 |
91
+ | No log | 16.0 | 80 | 1.5350 | 0.3793 | 1.5350 | 1.2390 |
92
+ | No log | 16.4 | 82 | 1.5402 | 0.3826 | 1.5402 | 1.2410 |
93
+ | No log | 16.8 | 84 | 1.6388 | 0.2645 | 1.6388 | 1.2802 |
94
+ | No log | 17.2 | 86 | 1.7303 | 0.2951 | 1.7303 | 1.3154 |
95
+ | No log | 17.6 | 88 | 1.6450 | 0.2301 | 1.6450 | 1.2826 |
96
+ | No log | 18.0 | 90 | 1.6250 | 0.2162 | 1.6250 | 1.2748 |
97
+ | No log | 18.4 | 92 | 1.6419 | 0.2478 | 1.6419 | 1.2814 |
98
+ | No log | 18.8 | 94 | 1.6111 | 0.2832 | 1.6111 | 1.2693 |
99
+ | No log | 19.2 | 96 | 1.7177 | 0.2097 | 1.7177 | 1.3106 |
100
+ | No log | 19.6 | 98 | 1.8814 | 0.2239 | 1.8814 | 1.3717 |
101
+ | No log | 20.0 | 100 | 1.7871 | 0.2424 | 1.7871 | 1.3368 |
102
+ | No log | 20.4 | 102 | 1.5977 | 0.35 | 1.5977 | 1.2640 |
103
+ | No log | 20.8 | 104 | 1.6966 | 0.3387 | 1.6966 | 1.3025 |
104
+ | No log | 21.2 | 106 | 1.7717 | 0.2975 | 1.7717 | 1.3311 |
105
+ | No log | 21.6 | 108 | 1.5812 | 0.3802 | 1.5812 | 1.2575 |
106
+ | No log | 22.0 | 110 | 1.6199 | 0.2787 | 1.6199 | 1.2728 |
107
+ | No log | 22.4 | 112 | 1.9086 | 0.2774 | 1.9086 | 1.3815 |
108
+ | No log | 22.8 | 114 | 1.9595 | 0.2286 | 1.9595 | 1.3998 |
109
+ | No log | 23.2 | 116 | 1.7607 | 0.3206 | 1.7607 | 1.3269 |
110
+ | No log | 23.6 | 118 | 1.5093 | 0.3115 | 1.5093 | 1.2286 |
111
+ | No log | 24.0 | 120 | 1.4008 | 0.4068 | 1.4008 | 1.1835 |
112
+ | No log | 24.4 | 122 | 1.3788 | 0.3833 | 1.3788 | 1.1742 |
113
+ | No log | 24.8 | 124 | 1.4099 | 0.4228 | 1.4099 | 1.1874 |
114
+ | No log | 25.2 | 126 | 1.4563 | 0.4065 | 1.4563 | 1.2068 |
115
+ | No log | 25.6 | 128 | 1.5006 | 0.4032 | 1.5006 | 1.2250 |
116
+ | No log | 26.0 | 130 | 1.4934 | 0.4409 | 1.4934 | 1.2221 |
117
+ | No log | 26.4 | 132 | 1.4822 | 0.4409 | 1.4822 | 1.2174 |
118
+ | No log | 26.8 | 134 | 1.4217 | 0.4603 | 1.4217 | 1.1924 |
119
+ | No log | 27.2 | 136 | 1.3737 | 0.4762 | 1.3737 | 1.1721 |
120
+ | No log | 27.6 | 138 | 1.3813 | 0.4194 | 1.3813 | 1.1753 |
121
+ | No log | 28.0 | 140 | 1.4726 | 0.4444 | 1.4726 | 1.2135 |
122
+ | No log | 28.4 | 142 | 1.5088 | 0.4444 | 1.5088 | 1.2283 |
123
+ | No log | 28.8 | 144 | 1.4319 | 0.5156 | 1.4319 | 1.1966 |
124
+ | No log | 29.2 | 146 | 1.3732 | 0.4167 | 1.3732 | 1.1718 |
125
+ | No log | 29.6 | 148 | 1.4002 | 0.4167 | 1.4002 | 1.1833 |
126
+ | No log | 30.0 | 150 | 1.4081 | 0.3419 | 1.4081 | 1.1866 |
127
+ | No log | 30.4 | 152 | 1.4327 | 0.3419 | 1.4327 | 1.1970 |
128
+ | No log | 30.8 | 154 | 1.4183 | 0.3559 | 1.4183 | 1.1909 |
129
+ | No log | 31.2 | 156 | 1.4131 | 0.4098 | 1.4131 | 1.1887 |
130
+ | No log | 31.6 | 158 | 1.3882 | 0.4480 | 1.3882 | 1.1782 |
131
+ | No log | 32.0 | 160 | 1.4007 | 0.4882 | 1.4007 | 1.1835 |
132
+ | No log | 32.4 | 162 | 1.4469 | 0.4341 | 1.4469 | 1.2029 |
133
+ | No log | 32.8 | 164 | 1.4245 | 0.4341 | 1.4245 | 1.1935 |
134
+ | No log | 33.2 | 166 | 1.4647 | 0.4427 | 1.4647 | 1.2102 |
135
+ | No log | 33.6 | 168 | 1.5992 | 0.4122 | 1.5992 | 1.2646 |
136
+ | No log | 34.0 | 170 | 1.6327 | 0.3511 | 1.6327 | 1.2778 |
137
+ | No log | 34.4 | 172 | 1.5716 | 0.3846 | 1.5716 | 1.2536 |
138
+ | No log | 34.8 | 174 | 1.4142 | 0.4409 | 1.4142 | 1.1892 |
139
+ | No log | 35.2 | 176 | 1.3068 | 0.4839 | 1.3068 | 1.1432 |
140
+ | No log | 35.6 | 178 | 1.3181 | 0.4839 | 1.3181 | 1.1481 |
141
+ | No log | 36.0 | 180 | 1.3539 | 0.4355 | 1.3539 | 1.1636 |
142
+ | No log | 36.4 | 182 | 1.5086 | 0.4275 | 1.5086 | 1.2282 |
143
+ | No log | 36.8 | 184 | 1.6572 | 0.3030 | 1.6572 | 1.2873 |
144
+ | No log | 37.2 | 186 | 1.7095 | 0.3066 | 1.7095 | 1.3075 |
145
+ | No log | 37.6 | 188 | 1.5720 | 0.3846 | 1.5720 | 1.2538 |
146
+ | No log | 38.0 | 190 | 1.4936 | 0.4186 | 1.4936 | 1.2221 |
147
+ | No log | 38.4 | 192 | 1.3582 | 0.5156 | 1.3582 | 1.1654 |
148
+ | No log | 38.8 | 194 | 1.2922 | 0.4844 | 1.2922 | 1.1368 |
149
+ | No log | 39.2 | 196 | 1.3023 | 0.4844 | 1.3023 | 1.1412 |
150
+ | No log | 39.6 | 198 | 1.4192 | 0.5271 | 1.4192 | 1.1913 |
151
+ | No log | 40.0 | 200 | 1.5491 | 0.3817 | 1.5491 | 1.2446 |
152
+ | No log | 40.4 | 202 | 1.5855 | 0.3788 | 1.5855 | 1.2592 |
153
+ | No log | 40.8 | 204 | 1.4773 | 0.4651 | 1.4773 | 1.2154 |
154
+ | No log | 41.2 | 206 | 1.2989 | 0.5116 | 1.2989 | 1.1397 |
155
+ | No log | 41.6 | 208 | 1.2612 | 0.5469 | 1.2612 | 1.1230 |
156
+ | No log | 42.0 | 210 | 1.3278 | 0.5079 | 1.3278 | 1.1523 |
157
+ | No log | 42.4 | 212 | 1.4303 | 0.4882 | 1.4303 | 1.1960 |
158
+ | No log | 42.8 | 214 | 1.4738 | 0.4603 | 1.4738 | 1.2140 |
159
+ | No log | 43.2 | 216 | 1.4097 | 0.5079 | 1.4097 | 1.1873 |
160
+ | No log | 43.6 | 218 | 1.3778 | 0.4960 | 1.3778 | 1.1738 |
161
+ | No log | 44.0 | 220 | 1.3702 | 0.5079 | 1.3702 | 1.1705 |
162
+ | No log | 44.4 | 222 | 1.3623 | 0.5079 | 1.3623 | 1.1672 |
163
+ | No log | 44.8 | 224 | 1.3908 | 0.5079 | 1.3908 | 1.1793 |
164
+ | No log | 45.2 | 226 | 1.4195 | 0.5079 | 1.4195 | 1.1914 |
165
+ | No log | 45.6 | 228 | 1.4467 | 0.5156 | 1.4467 | 1.2028 |
166
+ | No log | 46.0 | 230 | 1.3565 | 0.5079 | 1.3565 | 1.1647 |
167
+ | No log | 46.4 | 232 | 1.2714 | 0.5039 | 1.2714 | 1.1276 |
168
+ | No log | 46.8 | 234 | 1.2824 | 0.5039 | 1.2824 | 1.1324 |
169
+ | No log | 47.2 | 236 | 1.3544 | 0.5197 | 1.3544 | 1.1638 |
170
+ | No log | 47.6 | 238 | 1.3516 | 0.5197 | 1.3516 | 1.1626 |
171
+ | No log | 48.0 | 240 | 1.3075 | 0.5197 | 1.3075 | 1.1434 |
172
+ | No log | 48.4 | 242 | 1.2218 | 0.5312 | 1.2218 | 1.1053 |
173
+ | No log | 48.8 | 244 | 1.1688 | 0.5581 | 1.1688 | 1.0811 |
174
+ | No log | 49.2 | 246 | 1.1821 | 0.5354 | 1.1821 | 1.0872 |
175
+ | No log | 49.6 | 248 | 1.2543 | 0.5312 | 1.2543 | 1.1200 |
176
+ | No log | 50.0 | 250 | 1.3755 | 0.5039 | 1.3755 | 1.1728 |
177
+ | No log | 50.4 | 252 | 1.4233 | 0.4961 | 1.4233 | 1.1930 |
178
+ | No log | 50.8 | 254 | 1.3893 | 0.5312 | 1.3893 | 1.1787 |
179
+ | No log | 51.2 | 256 | 1.3455 | 0.5312 | 1.3455 | 1.1599 |
180
+ | No log | 51.6 | 258 | 1.3762 | 0.5312 | 1.3762 | 1.1731 |
181
+ | No log | 52.0 | 260 | 1.4081 | 0.5312 | 1.4081 | 1.1866 |
182
+ | No log | 52.4 | 262 | 1.4492 | 0.4688 | 1.4492 | 1.2038 |
183
+ | No log | 52.8 | 264 | 1.4602 | 0.4603 | 1.4602 | 1.2084 |
184
+ | No log | 53.2 | 266 | 1.4558 | 0.4480 | 1.4558 | 1.2066 |
185
+ | No log | 53.6 | 268 | 1.3969 | 0.5039 | 1.3969 | 1.1819 |
186
+ | No log | 54.0 | 270 | 1.3613 | 0.4762 | 1.3613 | 1.1667 |
187
+ | No log | 54.4 | 272 | 1.3481 | 0.4762 | 1.3481 | 1.1611 |
188
+ | No log | 54.8 | 274 | 1.3963 | 0.4762 | 1.3963 | 1.1817 |
189
+ | No log | 55.2 | 276 | 1.4847 | 0.4341 | 1.4847 | 1.2185 |
190
+ | No log | 55.6 | 278 | 1.5102 | 0.4308 | 1.5102 | 1.2289 |
191
+ | No log | 56.0 | 280 | 1.4976 | 0.4308 | 1.4976 | 1.2238 |
192
+ | No log | 56.4 | 282 | 1.4125 | 0.4806 | 1.4125 | 1.1885 |
193
+ | No log | 56.8 | 284 | 1.3006 | 0.5426 | 1.3006 | 1.1404 |
194
+ | No log | 57.2 | 286 | 1.2451 | 0.5581 | 1.2451 | 1.1159 |
195
+ | No log | 57.6 | 288 | 1.2269 | 0.5312 | 1.2269 | 1.1077 |
196
+ | No log | 58.0 | 290 | 1.2395 | 0.5426 | 1.2395 | 1.1133 |
197
+ | No log | 58.4 | 292 | 1.2730 | 0.5426 | 1.2730 | 1.1283 |
198
+ | No log | 58.8 | 294 | 1.3063 | 0.5469 | 1.3063 | 1.1429 |
199
+ | No log | 59.2 | 296 | 1.2692 | 0.5426 | 1.2692 | 1.1266 |
200
+ | No log | 59.6 | 298 | 1.2395 | 0.5426 | 1.2395 | 1.1133 |
201
+ | No log | 60.0 | 300 | 1.2607 | 0.5426 | 1.2607 | 1.1228 |
202
+ | No log | 60.4 | 302 | 1.2741 | 0.5426 | 1.2741 | 1.1288 |
203
+ | No log | 60.8 | 304 | 1.3379 | 0.5156 | 1.3379 | 1.1567 |
204
+ | No log | 61.2 | 306 | 1.3836 | 0.4921 | 1.3836 | 1.1763 |
205
+ | No log | 61.6 | 308 | 1.3378 | 0.5156 | 1.3378 | 1.1566 |
206
+ | No log | 62.0 | 310 | 1.2870 | 0.5156 | 1.2870 | 1.1345 |
207
+ | No log | 62.4 | 312 | 1.2754 | 0.5156 | 1.2754 | 1.1293 |
208
+ | No log | 62.8 | 314 | 1.2907 | 0.5156 | 1.2907 | 1.1361 |
209
+ | No log | 63.2 | 316 | 1.3637 | 0.5426 | 1.3637 | 1.1678 |
210
+ | No log | 63.6 | 318 | 1.4258 | 0.4580 | 1.4258 | 1.1941 |
211
+ | No log | 64.0 | 320 | 1.4747 | 0.4308 | 1.4747 | 1.2144 |
212
+ | No log | 64.4 | 322 | 1.5432 | 0.4122 | 1.5432 | 1.2423 |
213
+ | No log | 64.8 | 324 | 1.5548 | 0.4122 | 1.5548 | 1.2469 |
214
+ | No log | 65.2 | 326 | 1.4968 | 0.4341 | 1.4968 | 1.2234 |
215
+ | No log | 65.6 | 328 | 1.4387 | 0.4688 | 1.4387 | 1.1995 |
216
+ | No log | 66.0 | 330 | 1.4038 | 0.4651 | 1.4038 | 1.1848 |
217
+ | No log | 66.4 | 332 | 1.4136 | 0.4688 | 1.4136 | 1.1890 |
218
+ | No log | 66.8 | 334 | 1.4047 | 0.4724 | 1.4047 | 1.1852 |
219
+ | No log | 67.2 | 336 | 1.3803 | 0.4603 | 1.3803 | 1.1749 |
220
+ | No log | 67.6 | 338 | 1.3524 | 0.4567 | 1.3524 | 1.1629 |
221
+ | No log | 68.0 | 340 | 1.3253 | 0.496 | 1.3253 | 1.1512 |
222
+ | No log | 68.4 | 342 | 1.3249 | 0.496 | 1.3249 | 1.1510 |
223
+ | No log | 68.8 | 344 | 1.3579 | 0.4127 | 1.3579 | 1.1653 |
224
+ | No log | 69.2 | 346 | 1.4065 | 0.3968 | 1.4065 | 1.1860 |
225
+ | No log | 69.6 | 348 | 1.4921 | 0.4031 | 1.4921 | 1.2215 |
226
+ | No log | 70.0 | 350 | 1.5552 | 0.3692 | 1.5552 | 1.2471 |
227
+ | No log | 70.4 | 352 | 1.5678 | 0.3692 | 1.5678 | 1.2521 |
228
+ | No log | 70.8 | 354 | 1.5170 | 0.3692 | 1.5170 | 1.2317 |
229
+ | No log | 71.2 | 356 | 1.4601 | 0.4127 | 1.4601 | 1.2084 |
230
+ | No log | 71.6 | 358 | 1.4357 | 0.4409 | 1.4357 | 1.1982 |
231
+ | No log | 72.0 | 360 | 1.4438 | 0.4762 | 1.4438 | 1.2016 |
232
+ | No log | 72.4 | 362 | 1.4841 | 0.4480 | 1.4841 | 1.2182 |
233
+ | No log | 72.8 | 364 | 1.5466 | 0.4252 | 1.5466 | 1.2436 |
234
+ | No log | 73.2 | 366 | 1.5920 | 0.3906 | 1.5920 | 1.2618 |
235
+ | No log | 73.6 | 368 | 1.5749 | 0.4252 | 1.5749 | 1.2550 |
236
+ | No log | 74.0 | 370 | 1.5461 | 0.4286 | 1.5461 | 1.2434 |
237
+ | No log | 74.4 | 372 | 1.5001 | 0.4286 | 1.5001 | 1.2248 |
238
+ | No log | 74.8 | 374 | 1.4959 | 0.4286 | 1.4959 | 1.2231 |
239
+ | No log | 75.2 | 376 | 1.5316 | 0.4286 | 1.5316 | 1.2376 |
240
+ | No log | 75.6 | 378 | 1.5740 | 0.3566 | 1.5740 | 1.2546 |
241
+ | No log | 76.0 | 380 | 1.5997 | 0.3566 | 1.5997 | 1.2648 |
242
+ | No log | 76.4 | 382 | 1.6098 | 0.3566 | 1.6098 | 1.2688 |
243
+ | No log | 76.8 | 384 | 1.6246 | 0.3566 | 1.6246 | 1.2746 |
244
+ | No log | 77.2 | 386 | 1.6268 | 0.3692 | 1.6268 | 1.2754 |
245
+ | No log | 77.6 | 388 | 1.6112 | 0.3566 | 1.6112 | 1.2693 |
246
+ | No log | 78.0 | 390 | 1.6188 | 0.3566 | 1.6188 | 1.2723 |
247
+ | No log | 78.4 | 392 | 1.6041 | 0.3566 | 1.6041 | 1.2665 |
248
+ | No log | 78.8 | 394 | 1.5580 | 0.3906 | 1.5580 | 1.2482 |
249
+ | No log | 79.2 | 396 | 1.5186 | 0.4219 | 1.5186 | 1.2323 |
250
+ | No log | 79.6 | 398 | 1.4820 | 0.4286 | 1.4820 | 1.2174 |
251
+ | No log | 80.0 | 400 | 1.4690 | 0.4286 | 1.4690 | 1.2120 |
252
+ | No log | 80.4 | 402 | 1.4689 | 0.4286 | 1.4689 | 1.2120 |
253
+ | No log | 80.8 | 404 | 1.4645 | 0.4286 | 1.4645 | 1.2102 |
254
+ | No log | 81.2 | 406 | 1.4615 | 0.4286 | 1.4615 | 1.2089 |
255
+ | No log | 81.6 | 408 | 1.4625 | 0.4286 | 1.4625 | 1.2093 |
256
+ | No log | 82.0 | 410 | 1.4806 | 0.4286 | 1.4806 | 1.2168 |
257
+ | No log | 82.4 | 412 | 1.5072 | 0.4286 | 1.5072 | 1.2277 |
258
+ | No log | 82.8 | 414 | 1.5155 | 0.4252 | 1.5155 | 1.2311 |
259
+ | No log | 83.2 | 416 | 1.5003 | 0.4286 | 1.5003 | 1.2249 |
260
+ | No log | 83.6 | 418 | 1.4845 | 0.4286 | 1.4845 | 1.2184 |
261
+ | No log | 84.0 | 420 | 1.4917 | 0.4286 | 1.4917 | 1.2214 |
262
+ | No log | 84.4 | 422 | 1.4978 | 0.4286 | 1.4978 | 1.2238 |
263
+ | No log | 84.8 | 424 | 1.5021 | 0.4286 | 1.5021 | 1.2256 |
264
+ | No log | 85.2 | 426 | 1.5129 | 0.4252 | 1.5129 | 1.2300 |
265
+ | No log | 85.6 | 428 | 1.5225 | 0.4252 | 1.5225 | 1.2339 |
266
+ | No log | 86.0 | 430 | 1.5216 | 0.4252 | 1.5216 | 1.2335 |
267
+ | No log | 86.4 | 432 | 1.5251 | 0.4252 | 1.5251 | 1.2350 |
268
+ | No log | 86.8 | 434 | 1.5255 | 0.4252 | 1.5255 | 1.2351 |
269
+ | No log | 87.2 | 436 | 1.5105 | 0.4219 | 1.5105 | 1.2290 |
270
+ | No log | 87.6 | 438 | 1.5008 | 0.4219 | 1.5008 | 1.2251 |
271
+ | No log | 88.0 | 440 | 1.4849 | 0.4219 | 1.4849 | 1.2186 |
272
+ | No log | 88.4 | 442 | 1.4561 | 0.4252 | 1.4561 | 1.2067 |
273
+ | No log | 88.8 | 444 | 1.4312 | 0.4724 | 1.4312 | 1.1963 |
274
+ | No log | 89.2 | 446 | 1.4146 | 0.4724 | 1.4146 | 1.1894 |
275
+ | No log | 89.6 | 448 | 1.4060 | 0.4724 | 1.4060 | 1.1858 |
276
+ | No log | 90.0 | 450 | 1.4035 | 0.4724 | 1.4035 | 1.1847 |
277
+ | No log | 90.4 | 452 | 1.3963 | 0.4724 | 1.3963 | 1.1817 |
278
+ | No log | 90.8 | 454 | 1.3937 | 0.4724 | 1.3937 | 1.1806 |
279
+ | No log | 91.2 | 456 | 1.3922 | 0.4762 | 1.3922 | 1.1799 |
280
+ | No log | 91.6 | 458 | 1.4011 | 0.4762 | 1.4011 | 1.1837 |
281
+ | No log | 92.0 | 460 | 1.4063 | 0.4762 | 1.4063 | 1.1859 |
282
+ | No log | 92.4 | 462 | 1.4200 | 0.4286 | 1.4200 | 1.1916 |
283
+ | No log | 92.8 | 464 | 1.4296 | 0.4252 | 1.4296 | 1.1957 |
284
+ | No log | 93.2 | 466 | 1.4387 | 0.4252 | 1.4387 | 1.1994 |
285
+ | No log | 93.6 | 468 | 1.4552 | 0.4531 | 1.4552 | 1.2063 |
286
+ | No log | 94.0 | 470 | 1.4797 | 0.4651 | 1.4797 | 1.2164 |
287
+ | No log | 94.4 | 472 | 1.5017 | 0.4651 | 1.5017 | 1.2254 |
288
+ | No log | 94.8 | 474 | 1.5206 | 0.4308 | 1.5206 | 1.2331 |
289
+ | No log | 95.2 | 476 | 1.5410 | 0.4308 | 1.5410 | 1.2414 |
290
+ | No log | 95.6 | 478 | 1.5531 | 0.4308 | 1.5531 | 1.2462 |
291
+ | No log | 96.0 | 480 | 1.5550 | 0.4308 | 1.5550 | 1.2470 |
292
+ | No log | 96.4 | 482 | 1.5513 | 0.4308 | 1.5513 | 1.2455 |
293
+ | No log | 96.8 | 484 | 1.5418 | 0.4308 | 1.5418 | 1.2417 |
294
+ | No log | 97.2 | 486 | 1.5292 | 0.4688 | 1.5292 | 1.2366 |
295
+ | No log | 97.6 | 488 | 1.5179 | 0.4688 | 1.5179 | 1.2320 |
296
+ | No log | 98.0 | 490 | 1.5100 | 0.4651 | 1.5100 | 1.2288 |
297
+ | No log | 98.4 | 492 | 1.5027 | 0.4651 | 1.5027 | 1.2258 |
298
+ | No log | 98.8 | 494 | 1.4963 | 0.4375 | 1.4963 | 1.2232 |
299
+ | No log | 99.2 | 496 | 1.4932 | 0.4375 | 1.4932 | 1.2220 |
300
+ | No log | 99.6 | 498 | 1.4915 | 0.4375 | 1.4915 | 1.2213 |
301
+ | 0.2698 | 100.0 | 500 | 1.4905 | 0.4375 | 1.4905 | 1.2209 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions