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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k19_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_k18_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_k18_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: 1.8836
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- - Qwk: 0.2899
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- - Mse: 1.8836
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- - Rmse: 1.3724
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  ## Model description
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@@ -47,263 +47,518 @@ 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 | 0.0253 | 2 | 6.8066 | 0.0176 | 6.8066 | 2.6089 |
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- | No log | 0.0506 | 4 | 4.5284 | 0.0684 | 4.5284 | 2.1280 |
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- | No log | 0.0759 | 6 | 3.2980 | 0.0656 | 3.2980 | 1.8160 |
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- | No log | 0.1013 | 8 | 2.6515 | 0.1507 | 2.6515 | 1.6283 |
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- | No log | 0.1266 | 10 | 2.3207 | 0.1493 | 2.3207 | 1.5234 |
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- | No log | 0.1519 | 12 | 1.6803 | 0.1754 | 1.6803 | 1.2963 |
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- | No log | 0.1772 | 14 | 1.6886 | 0.2037 | 1.6886 | 1.2994 |
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- | No log | 0.2025 | 16 | 1.7048 | 0.2037 | 1.7048 | 1.3057 |
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- | No log | 0.2278 | 18 | 1.6720 | 0.1509 | 1.6720 | 1.2931 |
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- | No log | 0.2532 | 20 | 1.9475 | 0.1062 | 1.9475 | 1.3955 |
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- | No log | 0.2785 | 22 | 2.5051 | -0.0476 | 2.5051 | 1.5827 |
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- | No log | 0.3038 | 24 | 2.4771 | -0.0476 | 2.4771 | 1.5739 |
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- | No log | 0.3291 | 26 | 2.2317 | 0.0 | 2.2317 | 1.4939 |
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- | No log | 0.3544 | 28 | 2.1105 | -0.0177 | 2.1105 | 1.4528 |
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- | No log | 0.3797 | 30 | 2.0910 | 0.0536 | 2.0910 | 1.4460 |
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- | No log | 0.4051 | 32 | 1.8667 | 0.1481 | 1.8667 | 1.3663 |
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- | No log | 0.4304 | 34 | 1.7409 | 0.1495 | 1.7409 | 1.3194 |
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- | No log | 0.4557 | 36 | 1.6190 | 0.1509 | 1.6190 | 1.2724 |
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- | No log | 0.4810 | 38 | 1.5580 | 0.2056 | 1.5580 | 1.2482 |
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- | No log | 0.5063 | 40 | 1.6227 | 0.3036 | 1.6227 | 1.2739 |
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- | No log | 0.5316 | 42 | 1.7511 | 0.2783 | 1.7511 | 1.3233 |
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- | No log | 0.5570 | 44 | 1.8397 | 0.2087 | 1.8397 | 1.3564 |
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- | No log | 0.5823 | 46 | 1.7337 | 0.1636 | 1.7337 | 1.3167 |
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- | No log | 0.6076 | 48 | 1.5513 | 0.2883 | 1.5513 | 1.2455 |
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- | No log | 0.6329 | 50 | 1.4729 | 0.3220 | 1.4729 | 1.2136 |
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- | No log | 0.6582 | 52 | 1.5241 | 0.3361 | 1.5241 | 1.2345 |
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- | No log | 0.6835 | 54 | 1.5878 | 0.3361 | 1.5878 | 1.2601 |
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- | No log | 0.7089 | 56 | 1.6011 | 0.3361 | 1.6011 | 1.2653 |
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- | No log | 0.7342 | 58 | 1.6451 | 0.2018 | 1.6451 | 1.2826 |
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- | No log | 0.7595 | 60 | 1.6550 | 0.2018 | 1.6550 | 1.2864 |
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- | No log | 0.7848 | 62 | 1.5613 | 0.2037 | 1.5613 | 1.2495 |
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- | No log | 0.8101 | 64 | 1.4179 | 0.2222 | 1.4179 | 1.1908 |
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- | No log | 0.8354 | 66 | 1.3411 | 0.2906 | 1.3411 | 1.1581 |
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- | No log | 0.8608 | 68 | 1.3542 | 0.3471 | 1.3542 | 1.1637 |
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- | No log | 0.8861 | 70 | 1.2852 | 0.3934 | 1.2852 | 1.1337 |
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- | No log | 0.9114 | 72 | 1.4080 | 0.3697 | 1.4080 | 1.1866 |
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- | No log | 0.9367 | 74 | 1.9210 | 0.1239 | 1.9210 | 1.3860 |
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- | No log | 0.9620 | 76 | 1.9911 | 0.1217 | 1.9911 | 1.4111 |
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- | No log | 0.9873 | 78 | 1.6607 | 0.2759 | 1.6607 | 1.2887 |
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- | No log | 1.0127 | 80 | 1.5178 | 0.2655 | 1.5178 | 1.2320 |
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- | No log | 1.0380 | 82 | 1.4533 | 0.3167 | 1.4533 | 1.2055 |
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- | No log | 1.0633 | 84 | 1.4737 | 0.3471 | 1.4737 | 1.2140 |
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- | No log | 1.0886 | 86 | 1.5148 | 0.3967 | 1.5148 | 1.2308 |
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- | No log | 1.1139 | 88 | 1.5029 | 0.3651 | 1.5029 | 1.2259 |
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- | No log | 1.1392 | 90 | 1.4423 | 0.3622 | 1.4423 | 1.2010 |
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- | No log | 1.1646 | 92 | 1.3541 | 0.4127 | 1.3541 | 1.1636 |
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- | No log | 1.1899 | 94 | 1.2942 | 0.5231 | 1.2942 | 1.1376 |
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- | No log | 1.2152 | 96 | 1.3334 | 0.4844 | 1.3334 | 1.1547 |
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- | No log | 1.2405 | 98 | 1.4526 | 0.3871 | 1.4526 | 1.2052 |
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- | No log | 1.2658 | 100 | 1.7531 | 0.2677 | 1.7531 | 1.3241 |
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- | No log | 1.2911 | 102 | 1.8962 | 0.1789 | 1.8962 | 1.3770 |
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- | No log | 1.3165 | 104 | 1.8291 | 0.2381 | 1.8291 | 1.3524 |
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- | No log | 1.3418 | 106 | 1.6287 | 0.2689 | 1.6287 | 1.2762 |
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- | No log | 1.3671 | 108 | 1.5409 | 0.2906 | 1.5409 | 1.2413 |
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- | No log | 1.3924 | 110 | 1.6318 | 0.1930 | 1.6318 | 1.2774 |
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- | No log | 1.4177 | 112 | 1.6797 | 0.2261 | 1.6797 | 1.2960 |
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- | No log | 1.4430 | 114 | 1.6948 | 0.2087 | 1.6948 | 1.3019 |
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- | No log | 1.4684 | 116 | 1.6599 | 0.1947 | 1.6599 | 1.2884 |
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- | No log | 1.4937 | 118 | 1.5816 | 0.2301 | 1.5816 | 1.2576 |
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- | No log | 1.5190 | 120 | 1.5087 | 0.2727 | 1.5087 | 1.2283 |
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- | No log | 1.5443 | 122 | 1.4605 | 0.3220 | 1.4605 | 1.2085 |
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- | No log | 1.5696 | 124 | 1.4770 | 0.4553 | 1.4770 | 1.2153 |
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- | No log | 1.5949 | 126 | 1.5263 | 0.4394 | 1.5263 | 1.2354 |
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- | No log | 1.6203 | 128 | 1.5963 | 0.3881 | 1.5963 | 1.2634 |
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- | No log | 1.6456 | 130 | 1.6214 | 0.3609 | 1.6214 | 1.2733 |
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- | No log | 1.6709 | 132 | 1.6763 | 0.3333 | 1.6763 | 1.2947 |
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- | No log | 1.6962 | 134 | 1.6744 | 0.3333 | 1.6744 | 1.2940 |
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- | No log | 1.7215 | 136 | 1.7176 | 0.3134 | 1.7176 | 1.3106 |
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- | No log | 1.7468 | 138 | 1.7262 | 0.2519 | 1.7262 | 1.3139 |
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- | No log | 1.7722 | 140 | 1.7706 | 0.2647 | 1.7706 | 1.3307 |
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- | No log | 1.7975 | 142 | 1.9212 | 0.2302 | 1.9212 | 1.3861 |
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- | No log | 1.8228 | 144 | 1.9697 | 0.2464 | 1.9697 | 1.4035 |
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- | No log | 1.8481 | 146 | 2.0340 | 0.2190 | 2.0340 | 1.4262 |
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- | No log | 1.8734 | 148 | 2.0564 | 0.2128 | 2.0564 | 1.4340 |
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- | No log | 1.8987 | 150 | 1.9239 | 0.2254 | 1.9239 | 1.3870 |
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- | No log | 1.9241 | 152 | 1.7151 | 0.3333 | 1.7151 | 1.3096 |
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- | No log | 1.9494 | 154 | 1.6723 | 0.2880 | 1.6723 | 1.2932 |
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- | No log | 1.9747 | 156 | 1.7430 | 0.2595 | 1.7430 | 1.3202 |
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- | No log | 2.0 | 158 | 1.8123 | 0.2239 | 1.8123 | 1.3462 |
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- | No log | 2.0253 | 160 | 1.8937 | 0.2256 | 1.8937 | 1.3761 |
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- | No log | 2.0506 | 162 | 1.8879 | 0.2090 | 1.8879 | 1.3740 |
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- | No log | 2.0759 | 164 | 1.8060 | 0.2074 | 1.8060 | 1.3439 |
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- | No log | 2.1013 | 166 | 1.5730 | 0.3134 | 1.5730 | 1.2542 |
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- | No log | 2.1266 | 168 | 1.4554 | 0.5113 | 1.4554 | 1.2064 |
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- | No log | 2.1519 | 170 | 1.4653 | 0.4593 | 1.4653 | 1.2105 |
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- | No log | 2.1772 | 172 | 1.4535 | 0.4806 | 1.4535 | 1.2056 |
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- | No log | 2.2025 | 174 | 1.4158 | 0.4762 | 1.4158 | 1.1899 |
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- | No log | 2.2278 | 176 | 1.4386 | 0.4500 | 1.4386 | 1.1994 |
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- | No log | 2.2532 | 178 | 1.5155 | 0.3793 | 1.5155 | 1.2310 |
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- | No log | 2.2785 | 180 | 1.5794 | 0.4 | 1.5794 | 1.2567 |
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- | No log | 2.3038 | 182 | 1.5759 | 0.3717 | 1.5759 | 1.2553 |
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- | No log | 2.3291 | 184 | 1.4865 | 0.4237 | 1.4865 | 1.2192 |
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- | No log | 2.3544 | 186 | 1.4267 | 0.4538 | 1.4267 | 1.1944 |
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- | No log | 2.3797 | 188 | 1.4268 | 0.4793 | 1.4268 | 1.1945 |
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- | No log | 2.4051 | 190 | 1.4894 | 0.4320 | 1.4894 | 1.2204 |
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- | No log | 2.4304 | 192 | 1.5870 | 0.4154 | 1.5870 | 1.2598 |
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- | No log | 2.4557 | 194 | 1.5820 | 0.4427 | 1.5820 | 1.2578 |
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- | No log | 2.4810 | 196 | 1.4770 | 0.4286 | 1.4770 | 1.2153 |
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- | No log | 2.5063 | 198 | 1.5029 | 0.4496 | 1.5029 | 1.2259 |
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- | No log | 2.5316 | 200 | 1.6076 | 0.4122 | 1.6076 | 1.2679 |
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- | No log | 2.5570 | 202 | 1.7413 | 0.3556 | 1.7413 | 1.3196 |
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- | No log | 2.5823 | 204 | 1.7301 | 0.3182 | 1.7301 | 1.3153 |
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- | No log | 2.6076 | 206 | 1.6507 | 0.3333 | 1.6507 | 1.2848 |
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- | No log | 2.6329 | 208 | 1.7113 | 0.3385 | 1.7113 | 1.3082 |
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- | No log | 2.6582 | 210 | 1.8221 | 0.2519 | 1.8221 | 1.3499 |
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- | No log | 2.6835 | 212 | 1.7995 | 0.2687 | 1.7995 | 1.3415 |
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- | No log | 2.7089 | 214 | 1.7619 | 0.2815 | 1.7619 | 1.3274 |
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- | No log | 2.7342 | 216 | 1.6444 | 0.3125 | 1.6444 | 1.2823 |
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- | No log | 2.7595 | 218 | 1.5798 | 0.3175 | 1.5798 | 1.2569 |
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- | No log | 2.7848 | 220 | 1.6080 | 0.3016 | 1.6080 | 1.2681 |
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- | No log | 2.8101 | 222 | 1.7000 | 0.2923 | 1.7000 | 1.3038 |
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- | No log | 2.8354 | 224 | 1.7632 | 0.3529 | 1.7632 | 1.3279 |
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- | No log | 2.8608 | 226 | 1.7893 | 0.3066 | 1.7893 | 1.3377 |
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- | No log | 2.8861 | 228 | 1.7913 | 0.2941 | 1.7913 | 1.3384 |
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- | No log | 2.9114 | 230 | 1.7820 | 0.3286 | 1.7820 | 1.3349 |
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- | No log | 2.9367 | 232 | 1.6614 | 0.3942 | 1.6614 | 1.2889 |
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- | No log | 2.9620 | 234 | 1.5742 | 0.4179 | 1.5742 | 1.2547 |
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- | No log | 2.9873 | 236 | 1.5867 | 0.4179 | 1.5867 | 1.2597 |
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- | No log | 3.0127 | 238 | 1.7171 | 0.3857 | 1.7171 | 1.3104 |
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- | No log | 3.0380 | 240 | 1.8519 | 0.3546 | 1.8519 | 1.3608 |
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- | No log | 3.0633 | 242 | 1.8628 | 0.3165 | 1.8628 | 1.3649 |
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- | No log | 3.0886 | 244 | 1.7366 | 0.2326 | 1.7366 | 1.3178 |
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- | No log | 3.1139 | 246 | 1.7184 | 0.3008 | 1.7184 | 1.3109 |
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- | No log | 3.1392 | 248 | 1.7253 | 0.3768 | 1.7253 | 1.3135 |
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- | No log | 3.1646 | 250 | 1.6977 | 0.3913 | 1.6977 | 1.3029 |
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- | No log | 3.1899 | 252 | 1.6809 | 0.3824 | 1.6809 | 1.2965 |
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- | No log | 3.2152 | 254 | 1.7551 | 0.3529 | 1.7551 | 1.3248 |
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- | No log | 3.2405 | 256 | 1.9569 | 0.2394 | 1.9569 | 1.3989 |
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- | No log | 3.2658 | 258 | 2.1674 | 0.2222 | 2.1674 | 1.4722 |
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- | No log | 3.2911 | 260 | 2.0420 | 0.2394 | 2.0420 | 1.4290 |
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- | No log | 3.3165 | 262 | 1.7803 | 0.2774 | 1.7803 | 1.3343 |
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- | No log | 3.3418 | 264 | 1.5044 | 0.4463 | 1.5044 | 1.2265 |
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- | No log | 3.3671 | 266 | 1.4425 | 0.2407 | 1.4425 | 1.2010 |
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- | No log | 3.3924 | 268 | 1.4388 | 0.2883 | 1.4388 | 1.1995 |
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- | No log | 3.4177 | 270 | 1.3858 | 0.375 | 1.3858 | 1.1772 |
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- | No log | 3.4430 | 272 | 1.4124 | 0.3968 | 1.4124 | 1.1885 |
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- | No log | 3.4684 | 274 | 1.6708 | 0.3768 | 1.6708 | 1.2926 |
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- | No log | 3.4937 | 276 | 1.8234 | 0.2899 | 1.8234 | 1.3503 |
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- | No log | 3.5190 | 278 | 1.7877 | 0.3165 | 1.7877 | 1.3371 |
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- | No log | 3.5443 | 280 | 1.7491 | 0.3429 | 1.7491 | 1.3226 |
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- | No log | 3.5696 | 282 | 1.6042 | 0.3796 | 1.6042 | 1.2666 |
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- | No log | 3.5949 | 284 | 1.6186 | 0.3796 | 1.6186 | 1.2722 |
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- | No log | 3.6203 | 286 | 1.6414 | 0.3676 | 1.6414 | 1.2812 |
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- | No log | 3.6456 | 288 | 1.6816 | 0.3676 | 1.6816 | 1.2968 |
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- | No log | 3.6709 | 290 | 1.6748 | 0.3676 | 1.6748 | 1.2941 |
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- | No log | 3.6962 | 292 | 1.6729 | 0.3556 | 1.6729 | 1.2934 |
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- | No log | 3.7215 | 294 | 1.6845 | 0.3556 | 1.6845 | 1.2979 |
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- | No log | 3.7468 | 296 | 1.8197 | 0.3165 | 1.8197 | 1.3490 |
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- | No log | 3.7722 | 298 | 1.8834 | 0.2429 | 1.8834 | 1.3724 |
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- | No log | 3.7975 | 300 | 1.8293 | 0.3404 | 1.8293 | 1.3525 |
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- | No log | 3.8228 | 302 | 1.7582 | 0.3741 | 1.7582 | 1.3260 |
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- | No log | 3.8481 | 304 | 1.6086 | 0.3971 | 1.6086 | 1.2683 |
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- | No log | 3.8734 | 306 | 1.4354 | 0.4545 | 1.4354 | 1.1981 |
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- | No log | 3.8987 | 308 | 1.4460 | 0.4427 | 1.4460 | 1.2025 |
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- | No log | 3.9241 | 310 | 1.5728 | 0.3538 | 1.5728 | 1.2541 |
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- | No log | 3.9494 | 312 | 1.7263 | 0.3053 | 1.7263 | 1.3139 |
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- | No log | 3.9747 | 314 | 1.8156 | 0.2754 | 1.8156 | 1.3474 |
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- | No log | 4.0 | 316 | 1.8599 | 0.3066 | 1.8599 | 1.3638 |
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- | No log | 4.0253 | 318 | 1.7129 | 0.3333 | 1.7129 | 1.3088 |
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- | No log | 4.0506 | 320 | 1.6528 | 0.3077 | 1.6528 | 1.2856 |
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- | No log | 4.0759 | 322 | 1.6735 | 0.3077 | 1.6735 | 1.2936 |
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- | No log | 4.1013 | 324 | 1.8390 | 0.2899 | 1.8390 | 1.3561 |
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- | No log | 4.1266 | 326 | 2.0102 | 0.1806 | 2.0102 | 1.4178 |
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- | No log | 4.1519 | 328 | 1.9633 | 0.2411 | 1.9633 | 1.4012 |
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- | No log | 4.1772 | 330 | 1.7596 | 0.3111 | 1.7596 | 1.3265 |
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- | No log | 4.2025 | 332 | 1.6076 | 0.2791 | 1.6076 | 1.2679 |
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- | No log | 4.2278 | 334 | 1.5100 | 0.3967 | 1.5100 | 1.2288 |
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- | No log | 4.2532 | 336 | 1.4699 | 0.4516 | 1.4699 | 1.2124 |
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- | No log | 4.2785 | 338 | 1.4635 | 0.48 | 1.4635 | 1.2098 |
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- | No log | 4.3038 | 340 | 1.5397 | 0.4531 | 1.5397 | 1.2408 |
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- | No log | 4.3291 | 342 | 1.6288 | 0.4545 | 1.6288 | 1.2763 |
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- | No log | 4.3544 | 344 | 1.7614 | 0.3165 | 1.7614 | 1.3272 |
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- | No log | 4.3797 | 346 | 1.8311 | 0.3000 | 1.8311 | 1.3532 |
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- | No log | 4.4051 | 348 | 1.8436 | 0.2734 | 1.8436 | 1.3578 |
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- | No log | 4.4304 | 350 | 2.0141 | 0.2207 | 2.0141 | 1.4192 |
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- | No log | 4.4557 | 352 | 2.2070 | 0.1793 | 2.2070 | 1.4856 |
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- | No log | 4.4810 | 354 | 2.1585 | 0.1793 | 2.1585 | 1.4692 |
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- | No log | 4.5063 | 356 | 1.8971 | 0.2657 | 1.8971 | 1.3774 |
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- | No log | 4.5316 | 358 | 1.6261 | 0.3485 | 1.6261 | 1.2752 |
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- | No log | 4.5570 | 360 | 1.6372 | 0.3759 | 1.6372 | 1.2795 |
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- | No log | 4.5823 | 362 | 1.8160 | 0.2979 | 1.8160 | 1.3476 |
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- | No log | 4.6076 | 364 | 1.9260 | 0.2657 | 1.9260 | 1.3878 |
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- | No log | 4.6329 | 366 | 1.8027 | 0.2636 | 1.8027 | 1.3427 |
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- | No log | 4.6582 | 368 | 1.6940 | 0.2439 | 1.6940 | 1.3015 |
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- | No log | 4.6835 | 370 | 1.5578 | 0.3281 | 1.5578 | 1.2481 |
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- | No log | 4.7089 | 372 | 1.5038 | 0.3796 | 1.5038 | 1.2263 |
238
- | No log | 4.7342 | 374 | 1.5196 | 0.3942 | 1.5196 | 1.2327 |
239
- | No log | 4.7595 | 376 | 1.6108 | 0.3942 | 1.6108 | 1.2692 |
240
- | No log | 4.7848 | 378 | 1.8024 | 0.3741 | 1.8024 | 1.3425 |
241
- | No log | 4.8101 | 380 | 2.0794 | 0.2432 | 2.0794 | 1.4420 |
242
- | No log | 4.8354 | 382 | 2.1776 | 0.2000 | 2.1776 | 1.4757 |
243
- | No log | 4.8608 | 384 | 2.2219 | 0.1622 | 2.2219 | 1.4906 |
244
- | No log | 4.8861 | 386 | 2.0966 | 0.2207 | 2.0966 | 1.4480 |
245
- | No log | 4.9114 | 388 | 1.8695 | 0.2628 | 1.8695 | 1.3673 |
246
- | No log | 4.9367 | 390 | 1.6653 | 0.3817 | 1.6653 | 1.2905 |
247
- | No log | 4.9620 | 392 | 1.6430 | 0.4091 | 1.6429 | 1.2818 |
248
- | No log | 4.9873 | 394 | 1.7497 | 0.3478 | 1.7497 | 1.3228 |
249
- | No log | 5.0127 | 396 | 1.8984 | 0.2817 | 1.8984 | 1.3778 |
250
- | No log | 5.0380 | 398 | 1.9788 | 0.2238 | 1.9788 | 1.4067 |
251
- | No log | 5.0633 | 400 | 1.9116 | 0.2500 | 1.9116 | 1.3826 |
252
- | No log | 5.0886 | 402 | 1.8144 | 0.2500 | 1.8144 | 1.3470 |
253
- | No log | 5.1139 | 404 | 1.7980 | 0.2378 | 1.7980 | 1.3409 |
254
- | No log | 5.1392 | 406 | 1.7586 | 0.2714 | 1.7586 | 1.3261 |
255
- | No log | 5.1646 | 408 | 1.6805 | 0.2336 | 1.6805 | 1.2963 |
256
- | No log | 5.1899 | 410 | 1.5989 | 0.3333 | 1.5989 | 1.2645 |
257
- | No log | 5.2152 | 412 | 1.5868 | 0.3571 | 1.5868 | 1.2597 |
258
- | No log | 5.2405 | 414 | 1.5098 | 0.4173 | 1.5098 | 1.2287 |
259
- | No log | 5.2658 | 416 | 1.3855 | 0.4925 | 1.3855 | 1.1771 |
260
- | No log | 5.2911 | 418 | 1.3263 | 0.4769 | 1.3263 | 1.1516 |
261
- | No log | 5.3165 | 420 | 1.3501 | 0.4925 | 1.3501 | 1.1620 |
262
- | No log | 5.3418 | 422 | 1.3689 | 0.4925 | 1.3689 | 1.1700 |
263
- | No log | 5.3671 | 424 | 1.3855 | 0.4925 | 1.3855 | 1.1771 |
264
- | No log | 5.3924 | 426 | 1.3691 | 0.4925 | 1.3691 | 1.1701 |
265
- | No log | 5.4177 | 428 | 1.4196 | 0.4925 | 1.4196 | 1.1915 |
266
- | No log | 5.4430 | 430 | 1.3375 | 0.5038 | 1.3375 | 1.1565 |
267
- | No log | 5.4684 | 432 | 1.3763 | 0.4580 | 1.3763 | 1.1732 |
268
- | No log | 5.4937 | 434 | 1.4562 | 0.4427 | 1.4562 | 1.2067 |
269
- | No log | 5.5190 | 436 | 1.6298 | 0.3088 | 1.6298 | 1.2767 |
270
- | No log | 5.5443 | 438 | 1.6497 | 0.3088 | 1.6497 | 1.2844 |
271
- | No log | 5.5696 | 440 | 1.5685 | 0.3582 | 1.5685 | 1.2524 |
272
- | No log | 5.5949 | 442 | 1.4751 | 0.4252 | 1.4751 | 1.2145 |
273
- | No log | 5.6203 | 444 | 1.4460 | 0.4409 | 1.4460 | 1.2025 |
274
- | No log | 5.6456 | 446 | 1.5631 | 0.3459 | 1.5631 | 1.2503 |
275
- | No log | 5.6709 | 448 | 1.6500 | 0.3088 | 1.6500 | 1.2845 |
276
- | No log | 5.6962 | 450 | 1.7025 | 0.2774 | 1.7025 | 1.3048 |
277
- | No log | 5.7215 | 452 | 1.6438 | 0.2647 | 1.6438 | 1.2821 |
278
- | No log | 5.7468 | 454 | 1.6777 | 0.2647 | 1.6777 | 1.2953 |
279
- | No log | 5.7722 | 456 | 1.7785 | 0.2774 | 1.7785 | 1.3336 |
280
- | No log | 5.7975 | 458 | 1.8499 | 0.2958 | 1.8499 | 1.3601 |
281
- | No log | 5.8228 | 460 | 1.8353 | 0.3217 | 1.8353 | 1.3547 |
282
- | No log | 5.8481 | 462 | 1.7544 | 0.3043 | 1.7544 | 1.3245 |
283
- | No log | 5.8734 | 464 | 1.7829 | 0.2647 | 1.7829 | 1.3353 |
284
- | No log | 5.8987 | 466 | 1.8690 | 0.2571 | 1.8690 | 1.3671 |
285
- | No log | 5.9241 | 468 | 1.8518 | 0.2734 | 1.8518 | 1.3608 |
286
- | No log | 5.9494 | 470 | 1.8033 | 0.2734 | 1.8033 | 1.3429 |
287
- | No log | 5.9747 | 472 | 1.8139 | 0.2609 | 1.8139 | 1.3468 |
288
- | No log | 6.0 | 474 | 1.7315 | 0.2370 | 1.7315 | 1.3159 |
289
- | No log | 6.0253 | 476 | 1.7216 | 0.2647 | 1.7216 | 1.3121 |
290
- | No log | 6.0506 | 478 | 1.6623 | 0.3008 | 1.6623 | 1.2893 |
291
- | No log | 6.0759 | 480 | 1.6405 | 0.3008 | 1.6405 | 1.2808 |
292
- | No log | 6.1013 | 482 | 1.5746 | 0.3008 | 1.5746 | 1.2548 |
293
- | No log | 6.1266 | 484 | 1.6015 | 0.3008 | 1.6015 | 1.2655 |
294
- | No log | 6.1519 | 486 | 1.7351 | 0.2920 | 1.7351 | 1.3172 |
295
- | No log | 6.1772 | 488 | 1.9598 | 0.2571 | 1.9598 | 1.3999 |
296
- | No log | 6.2025 | 490 | 2.0006 | 0.2553 | 2.0006 | 1.4144 |
297
- | No log | 6.2278 | 492 | 1.8646 | 0.2734 | 1.8646 | 1.3655 |
298
- | No log | 6.2532 | 494 | 1.6631 | 0.3188 | 1.6631 | 1.2896 |
299
- | No log | 6.2785 | 496 | 1.5371 | 0.3650 | 1.5371 | 1.2398 |
300
- | No log | 6.3038 | 498 | 1.4493 | 0.4122 | 1.4493 | 1.2039 |
301
- | 0.4591 | 6.3291 | 500 | 1.4752 | 0.4122 | 1.4752 | 1.2146 |
302
- | 0.4591 | 6.3544 | 502 | 1.6036 | 0.3382 | 1.6036 | 1.2663 |
303
- | 0.4591 | 6.3797 | 504 | 1.7284 | 0.2774 | 1.7284 | 1.3147 |
304
- | 0.4591 | 6.4051 | 506 | 1.9914 | 0.2553 | 1.9914 | 1.4112 |
305
- | 0.4591 | 6.4304 | 508 | 2.0511 | 0.2553 | 2.0511 | 1.4322 |
306
- | 0.4591 | 6.4557 | 510 | 1.8836 | 0.2899 | 1.8836 | 1.3724 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k19_task1_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k19_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: 1.6016
19
+ - Qwk: 0.3286
20
+ - Mse: 1.6016
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+ - Rmse: 1.2655
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0241 | 2 | 7.0535 | 0.0116 | 7.0535 | 2.6558 |
53
+ | No log | 0.0482 | 4 | 4.5761 | 0.0549 | 4.5761 | 2.1392 |
54
+ | No log | 0.0723 | 6 | 4.1660 | -0.0580 | 4.1660 | 2.0411 |
55
+ | No log | 0.0964 | 8 | 4.1100 | -0.1238 | 4.1100 | 2.0273 |
56
+ | No log | 0.1205 | 10 | 2.3068 | 0.1159 | 2.3068 | 1.5188 |
57
+ | No log | 0.1446 | 12 | 1.7802 | 0.2655 | 1.7802 | 1.3343 |
58
+ | No log | 0.1687 | 14 | 1.8327 | 0.2182 | 1.8327 | 1.3538 |
59
+ | No log | 0.1928 | 16 | 1.7787 | 0.0943 | 1.7787 | 1.3337 |
60
+ | No log | 0.2169 | 18 | 1.9978 | 0.1651 | 1.9978 | 1.4134 |
61
+ | No log | 0.2410 | 20 | 2.1826 | 0.0 | 2.1826 | 1.4773 |
62
+ | No log | 0.2651 | 22 | 2.0338 | 0.1682 | 2.0338 | 1.4261 |
63
+ | No log | 0.2892 | 24 | 1.9379 | 0.1887 | 1.9379 | 1.3921 |
64
+ | No log | 0.3133 | 26 | 2.0431 | 0.1593 | 2.0431 | 1.4294 |
65
+ | No log | 0.3373 | 28 | 2.5777 | -0.0429 | 2.5777 | 1.6055 |
66
+ | No log | 0.3614 | 30 | 2.7116 | 0.0268 | 2.7116 | 1.6467 |
67
+ | No log | 0.3855 | 32 | 2.2039 | 0.0615 | 2.2039 | 1.4846 |
68
+ | No log | 0.4096 | 34 | 1.6736 | 0.1887 | 1.6736 | 1.2937 |
69
+ | No log | 0.4337 | 36 | 1.6071 | 0.2037 | 1.6071 | 1.2677 |
70
+ | No log | 0.4578 | 38 | 1.5529 | 0.2075 | 1.5529 | 1.2461 |
71
+ | No log | 0.4819 | 40 | 1.6072 | 0.2202 | 1.6072 | 1.2678 |
72
+ | No log | 0.5060 | 42 | 2.0652 | 0.1884 | 2.0652 | 1.4371 |
73
+ | No log | 0.5301 | 44 | 2.3638 | 0.0795 | 2.3638 | 1.5375 |
74
+ | No log | 0.5542 | 46 | 2.2835 | 0.1486 | 2.2835 | 1.5111 |
75
+ | No log | 0.5783 | 48 | 2.1154 | 0.1241 | 2.1154 | 1.4544 |
76
+ | No log | 0.6024 | 50 | 1.7448 | 0.3609 | 1.7448 | 1.3209 |
77
+ | No log | 0.6265 | 52 | 1.4453 | 0.3478 | 1.4453 | 1.2022 |
78
+ | No log | 0.6506 | 54 | 1.3415 | 0.2056 | 1.3415 | 1.1582 |
79
+ | No log | 0.6747 | 56 | 1.2245 | 0.2752 | 1.2245 | 1.1066 |
80
+ | No log | 0.6988 | 58 | 1.1399 | 0.4174 | 1.1399 | 1.0677 |
81
+ | No log | 0.7229 | 60 | 1.0823 | 0.3966 | 1.0823 | 1.0404 |
82
+ | No log | 0.7470 | 62 | 1.0364 | 0.4793 | 1.0364 | 1.0180 |
83
+ | No log | 0.7711 | 64 | 1.0238 | 0.5082 | 1.0238 | 1.0118 |
84
+ | No log | 0.7952 | 66 | 1.1069 | 0.4715 | 1.1069 | 1.0521 |
85
+ | No log | 0.8193 | 68 | 1.3934 | 0.3559 | 1.3934 | 1.1804 |
86
+ | No log | 0.8434 | 70 | 1.4038 | 0.3866 | 1.4038 | 1.1848 |
87
+ | No log | 0.8675 | 72 | 1.3209 | 0.4320 | 1.3209 | 1.1493 |
88
+ | No log | 0.8916 | 74 | 1.2194 | 0.5 | 1.2194 | 1.1042 |
89
+ | No log | 0.9157 | 76 | 0.9704 | 0.5970 | 0.9704 | 0.9851 |
90
+ | No log | 0.9398 | 78 | 0.8814 | 0.6418 | 0.8814 | 0.9388 |
91
+ | No log | 0.9639 | 80 | 1.1444 | 0.5324 | 1.1444 | 1.0698 |
92
+ | No log | 0.9880 | 82 | 1.1507 | 0.5693 | 1.1507 | 1.0727 |
93
+ | No log | 1.0120 | 84 | 0.8946 | 0.6370 | 0.8946 | 0.9458 |
94
+ | No log | 1.0361 | 86 | 0.9198 | 0.5574 | 0.9198 | 0.9591 |
95
+ | No log | 1.0602 | 88 | 1.0522 | 0.5760 | 1.0522 | 1.0257 |
96
+ | No log | 1.0843 | 90 | 0.9505 | 0.5827 | 0.9505 | 0.9749 |
97
+ | No log | 1.1084 | 92 | 1.2916 | 0.5429 | 1.2916 | 1.1365 |
98
+ | No log | 1.1325 | 94 | 1.4878 | 0.4348 | 1.4878 | 1.2197 |
99
+ | No log | 1.1566 | 96 | 1.2621 | 0.4812 | 1.2621 | 1.1234 |
100
+ | No log | 1.1807 | 98 | 1.0465 | 0.6466 | 1.0465 | 1.0230 |
101
+ | No log | 1.2048 | 100 | 1.0723 | 0.5882 | 1.0723 | 1.0355 |
102
+ | No log | 1.2289 | 102 | 1.2609 | 0.5547 | 1.2609 | 1.1229 |
103
+ | No log | 1.2530 | 104 | 1.6170 | 0.3546 | 1.6170 | 1.2716 |
104
+ | No log | 1.2771 | 106 | 1.6070 | 0.3546 | 1.6070 | 1.2677 |
105
+ | No log | 1.3012 | 108 | 1.3524 | 0.5 | 1.3524 | 1.1629 |
106
+ | No log | 1.3253 | 110 | 1.2318 | 0.5362 | 1.2318 | 1.1099 |
107
+ | No log | 1.3494 | 112 | 1.3280 | 0.5070 | 1.3280 | 1.1524 |
108
+ | No log | 1.3735 | 114 | 1.6187 | 0.3973 | 1.6187 | 1.2723 |
109
+ | No log | 1.3976 | 116 | 1.6098 | 0.3472 | 1.6098 | 1.2688 |
110
+ | No log | 1.4217 | 118 | 1.5339 | 0.3472 | 1.5339 | 1.2385 |
111
+ | No log | 1.4458 | 120 | 1.1274 | 0.6222 | 1.1274 | 1.0618 |
112
+ | No log | 1.4699 | 122 | 0.9582 | 0.6466 | 0.9582 | 0.9789 |
113
+ | No log | 1.4940 | 124 | 0.9436 | 0.6364 | 0.9436 | 0.9714 |
114
+ | No log | 1.5181 | 126 | 0.9142 | 0.6202 | 0.9142 | 0.9561 |
115
+ | No log | 1.5422 | 128 | 0.9057 | 0.5984 | 0.9057 | 0.9517 |
116
+ | No log | 1.5663 | 130 | 0.9193 | 0.6364 | 0.9193 | 0.9588 |
117
+ | No log | 1.5904 | 132 | 1.0221 | 0.6324 | 1.0221 | 1.0110 |
118
+ | No log | 1.6145 | 134 | 0.9582 | 0.6423 | 0.9582 | 0.9789 |
119
+ | No log | 1.6386 | 136 | 0.8241 | 0.6412 | 0.8241 | 0.9078 |
120
+ | No log | 1.6627 | 138 | 0.8532 | 0.6412 | 0.8532 | 0.9237 |
121
+ | No log | 1.6867 | 140 | 0.9991 | 0.6617 | 0.9991 | 0.9995 |
122
+ | No log | 1.7108 | 142 | 1.3742 | 0.4460 | 1.3742 | 1.1722 |
123
+ | No log | 1.7349 | 144 | 1.4304 | 0.3768 | 1.4304 | 1.1960 |
124
+ | No log | 1.7590 | 146 | 1.1028 | 0.5802 | 1.1028 | 1.0501 |
125
+ | No log | 1.7831 | 148 | 0.9185 | 0.6617 | 0.9185 | 0.9584 |
126
+ | No log | 1.8072 | 150 | 0.9852 | 0.6617 | 0.9852 | 0.9926 |
127
+ | No log | 1.8313 | 152 | 1.3418 | 0.4638 | 1.3418 | 1.1583 |
128
+ | No log | 1.8554 | 154 | 1.5722 | 0.3741 | 1.5722 | 1.2539 |
129
+ | No log | 1.8795 | 156 | 1.5671 | 0.3429 | 1.5671 | 1.2518 |
130
+ | No log | 1.9036 | 158 | 1.3637 | 0.4493 | 1.3637 | 1.1678 |
131
+ | No log | 1.9277 | 160 | 1.1873 | 0.5109 | 1.1873 | 1.0896 |
132
+ | No log | 1.9518 | 162 | 1.3100 | 0.4706 | 1.3100 | 1.1446 |
133
+ | No log | 1.9759 | 164 | 1.4025 | 0.4493 | 1.4025 | 1.1843 |
134
+ | No log | 2.0 | 166 | 1.4337 | 0.4706 | 1.4337 | 1.1974 |
135
+ | No log | 2.0241 | 168 | 1.3280 | 0.4925 | 1.3280 | 1.1524 |
136
+ | No log | 2.0482 | 170 | 1.1697 | 0.5538 | 1.1697 | 1.0815 |
137
+ | No log | 2.0723 | 172 | 1.0816 | 0.6061 | 1.0816 | 1.0400 |
138
+ | No log | 2.0964 | 174 | 1.1443 | 0.5481 | 1.1443 | 1.0697 |
139
+ | No log | 2.1205 | 176 | 1.1764 | 0.5072 | 1.1764 | 1.0846 |
140
+ | No log | 2.1446 | 178 | 1.3870 | 0.4615 | 1.3870 | 1.1777 |
141
+ | No log | 2.1687 | 180 | 1.5326 | 0.3885 | 1.5326 | 1.2380 |
142
+ | No log | 2.1928 | 182 | 1.6417 | 0.3714 | 1.6417 | 1.2813 |
143
+ | No log | 2.2169 | 184 | 1.5423 | 0.4058 | 1.5423 | 1.2419 |
144
+ | No log | 2.2410 | 186 | 1.5201 | 0.4058 | 1.5201 | 1.2329 |
145
+ | No log | 2.2651 | 188 | 1.7213 | 0.3380 | 1.7213 | 1.3120 |
146
+ | No log | 2.2892 | 190 | 2.0810 | 0.2345 | 2.0810 | 1.4426 |
147
+ | No log | 2.3133 | 192 | 1.8845 | 0.2657 | 1.8845 | 1.3728 |
148
+ | No log | 2.3373 | 194 | 1.4520 | 0.4559 | 1.4520 | 1.2050 |
149
+ | No log | 2.3614 | 196 | 1.2997 | 0.4818 | 1.2997 | 1.1400 |
150
+ | No log | 2.3855 | 198 | 1.4418 | 0.4380 | 1.4418 | 1.2007 |
151
+ | No log | 2.4096 | 200 | 1.5582 | 0.4173 | 1.5582 | 1.2483 |
152
+ | No log | 2.4337 | 202 | 1.7181 | 0.3262 | 1.7181 | 1.3108 |
153
+ | No log | 2.4578 | 204 | 1.7092 | 0.3429 | 1.7092 | 1.3073 |
154
+ | No log | 2.4819 | 206 | 1.5325 | 0.3768 | 1.5325 | 1.2379 |
155
+ | No log | 2.5060 | 208 | 1.2473 | 0.4662 | 1.2473 | 1.1168 |
156
+ | No log | 2.5301 | 210 | 1.1974 | 0.4651 | 1.1974 | 1.0943 |
157
+ | No log | 2.5542 | 212 | 1.0792 | 0.5455 | 1.0792 | 1.0389 |
158
+ | No log | 2.5783 | 214 | 1.0000 | 0.5802 | 1.0000 | 1.0000 |
159
+ | No log | 2.6024 | 216 | 1.0046 | 0.5909 | 1.0046 | 1.0023 |
160
+ | No log | 2.6265 | 218 | 1.2943 | 0.4714 | 1.2943 | 1.1377 |
161
+ | No log | 2.6506 | 220 | 1.7403 | 0.3521 | 1.7403 | 1.3192 |
162
+ | No log | 2.6747 | 222 | 1.7153 | 0.3724 | 1.7153 | 1.3097 |
163
+ | No log | 2.6988 | 224 | 1.4392 | 0.4397 | 1.4392 | 1.1996 |
164
+ | No log | 2.7229 | 226 | 1.2825 | 0.4776 | 1.2825 | 1.1325 |
165
+ | No log | 2.7470 | 228 | 1.3957 | 0.4478 | 1.3957 | 1.1814 |
166
+ | No log | 2.7711 | 230 | 1.2775 | 0.4697 | 1.2775 | 1.1302 |
167
+ | No log | 2.7952 | 232 | 1.0204 | 0.5366 | 1.0204 | 1.0101 |
168
+ | No log | 2.8193 | 234 | 0.9367 | 0.5968 | 0.9367 | 0.9678 |
169
+ | No log | 2.8434 | 236 | 0.8889 | 0.6080 | 0.8889 | 0.9428 |
170
+ | No log | 2.8675 | 238 | 0.9426 | 0.5984 | 0.9426 | 0.9709 |
171
+ | No log | 2.8916 | 240 | 1.0586 | 0.5385 | 1.0586 | 1.0289 |
172
+ | No log | 2.9157 | 242 | 1.3371 | 0.4733 | 1.3371 | 1.1563 |
173
+ | No log | 2.9398 | 244 | 1.4546 | 0.4478 | 1.4546 | 1.2061 |
174
+ | No log | 2.9639 | 246 | 1.4639 | 0.4478 | 1.4639 | 1.2099 |
175
+ | No log | 2.9880 | 248 | 1.5097 | 0.4478 | 1.5097 | 1.2287 |
176
+ | No log | 3.0120 | 250 | 1.7999 | 0.3262 | 1.7999 | 1.3416 |
177
+ | No log | 3.0361 | 252 | 1.8431 | 0.3000 | 1.8431 | 1.3576 |
178
+ | No log | 3.0602 | 254 | 1.4869 | 0.4478 | 1.4869 | 1.2194 |
179
+ | No log | 3.0843 | 256 | 1.1492 | 0.5113 | 1.1492 | 1.0720 |
180
+ | No log | 3.1084 | 258 | 1.0706 | 0.5512 | 1.0706 | 1.0347 |
181
+ | No log | 3.1325 | 260 | 1.1423 | 0.5538 | 1.1423 | 1.0688 |
182
+ | No log | 3.1566 | 262 | 1.3710 | 0.4733 | 1.3710 | 1.1709 |
183
+ | No log | 3.1807 | 264 | 1.4284 | 0.4662 | 1.4284 | 1.1952 |
184
+ | No log | 3.2048 | 266 | 1.2393 | 0.5191 | 1.2393 | 1.1132 |
185
+ | No log | 3.2289 | 268 | 1.1646 | 0.544 | 1.1646 | 1.0792 |
186
+ | No log | 3.2530 | 270 | 1.1930 | 0.5669 | 1.1930 | 1.0923 |
187
+ | No log | 3.2771 | 272 | 1.2215 | 0.5191 | 1.2215 | 1.1052 |
188
+ | No log | 3.3012 | 274 | 1.3737 | 0.4925 | 1.3737 | 1.1720 |
189
+ | No log | 3.3253 | 276 | 1.3178 | 0.5113 | 1.3178 | 1.1479 |
190
+ | No log | 3.3494 | 278 | 1.1196 | 0.5669 | 1.1196 | 1.0581 |
191
+ | No log | 3.3735 | 280 | 1.0271 | 0.6047 | 1.0271 | 1.0135 |
192
+ | No log | 3.3976 | 282 | 1.0736 | 0.56 | 1.0736 | 1.0361 |
193
+ | No log | 3.4217 | 284 | 1.3019 | 0.5231 | 1.3019 | 1.1410 |
194
+ | No log | 3.4458 | 286 | 1.5609 | 0.4308 | 1.5609 | 1.2494 |
195
+ | No log | 3.4699 | 288 | 1.4716 | 0.4580 | 1.4716 | 1.2131 |
196
+ | No log | 3.4940 | 290 | 1.2008 | 0.5469 | 1.2008 | 1.0958 |
197
+ | No log | 3.5181 | 292 | 0.9975 | 0.5203 | 0.9975 | 0.9988 |
198
+ | No log | 3.5422 | 294 | 0.9636 | 0.5484 | 0.9636 | 0.9816 |
199
+ | No log | 3.5663 | 296 | 1.0876 | 0.5152 | 1.0876 | 1.0429 |
200
+ | No log | 3.5904 | 298 | 1.2141 | 0.5152 | 1.2141 | 1.1019 |
201
+ | No log | 3.6145 | 300 | 1.1820 | 0.5414 | 1.1820 | 1.0872 |
202
+ | No log | 3.6386 | 302 | 0.9703 | 0.5821 | 0.9703 | 0.9851 |
203
+ | No log | 3.6627 | 304 | 0.8717 | 0.6074 | 0.8717 | 0.9336 |
204
+ | No log | 3.6867 | 306 | 0.9271 | 0.5821 | 0.9271 | 0.9628 |
205
+ | No log | 3.7108 | 308 | 1.0756 | 0.5455 | 1.0756 | 1.0371 |
206
+ | No log | 3.7349 | 310 | 1.1876 | 0.5191 | 1.1876 | 1.0898 |
207
+ | No log | 3.7590 | 312 | 1.0722 | 0.5455 | 1.0722 | 1.0355 |
208
+ | No log | 3.7831 | 314 | 0.9636 | 0.5714 | 0.9636 | 0.9816 |
209
+ | No log | 3.8072 | 316 | 1.0066 | 0.5344 | 1.0066 | 1.0033 |
210
+ | No log | 3.8313 | 318 | 1.1290 | 0.5191 | 1.1290 | 1.0626 |
211
+ | No log | 3.8554 | 320 | 1.1767 | 0.5191 | 1.1767 | 1.0848 |
212
+ | No log | 3.8795 | 322 | 1.1239 | 0.5191 | 1.1239 | 1.0602 |
213
+ | No log | 3.9036 | 324 | 1.0487 | 0.5564 | 1.0487 | 1.0241 |
214
+ | No log | 3.9277 | 326 | 1.0388 | 0.5455 | 1.0388 | 1.0192 |
215
+ | No log | 3.9518 | 328 | 1.1675 | 0.5152 | 1.1675 | 1.0805 |
216
+ | No log | 3.9759 | 330 | 1.3779 | 0.5113 | 1.3779 | 1.1738 |
217
+ | No log | 4.0 | 332 | 1.3554 | 0.5152 | 1.3554 | 1.1642 |
218
+ | No log | 4.0241 | 334 | 1.2134 | 0.5152 | 1.2134 | 1.1016 |
219
+ | No log | 4.0482 | 336 | 0.9900 | 0.5625 | 0.9900 | 0.9950 |
220
+ | No log | 4.0723 | 338 | 0.9420 | 0.5873 | 0.9420 | 0.9705 |
221
+ | No log | 4.0964 | 340 | 1.0225 | 0.5891 | 1.0225 | 1.0112 |
222
+ | No log | 4.1205 | 342 | 1.1951 | 0.5152 | 1.1951 | 1.0932 |
223
+ | No log | 4.1446 | 344 | 1.2961 | 0.5152 | 1.2961 | 1.1385 |
224
+ | No log | 4.1687 | 346 | 1.4292 | 0.4559 | 1.4292 | 1.1955 |
225
+ | No log | 4.1928 | 348 | 1.2774 | 0.5152 | 1.2774 | 1.1302 |
226
+ | No log | 4.2169 | 350 | 1.1195 | 0.5606 | 1.1195 | 1.0581 |
227
+ | No log | 4.2410 | 352 | 1.1138 | 0.5606 | 1.1138 | 1.0554 |
228
+ | No log | 4.2651 | 354 | 1.2406 | 0.5303 | 1.2406 | 1.1138 |
229
+ | No log | 4.2892 | 356 | 1.5648 | 0.3741 | 1.5648 | 1.2509 |
230
+ | No log | 4.3133 | 358 | 1.8741 | 0.3380 | 1.8741 | 1.3690 |
231
+ | No log | 4.3373 | 360 | 1.7427 | 0.3404 | 1.7427 | 1.3201 |
232
+ | No log | 4.3614 | 362 | 1.3424 | 0.4511 | 1.3424 | 1.1586 |
233
+ | No log | 4.3855 | 364 | 1.1166 | 0.5714 | 1.1166 | 1.0567 |
234
+ | No log | 4.4096 | 366 | 1.0992 | 0.56 | 1.0992 | 1.0484 |
235
+ | No log | 4.4337 | 368 | 1.1318 | 0.5323 | 1.1318 | 1.0639 |
236
+ | No log | 4.4578 | 370 | 1.2329 | 0.4806 | 1.2329 | 1.1103 |
237
+ | No log | 4.4819 | 372 | 1.4213 | 0.4444 | 1.4213 | 1.1922 |
238
+ | No log | 4.5060 | 374 | 1.4564 | 0.4444 | 1.4564 | 1.2068 |
239
+ | No log | 4.5301 | 376 | 1.3222 | 0.4962 | 1.3222 | 1.1499 |
240
+ | No log | 4.5542 | 378 | 1.4018 | 0.4925 | 1.4018 | 1.1840 |
241
+ | No log | 4.5783 | 380 | 1.4156 | 0.5075 | 1.4156 | 1.1898 |
242
+ | No log | 4.6024 | 382 | 1.3613 | 0.4812 | 1.3613 | 1.1667 |
243
+ | No log | 4.6265 | 384 | 1.3552 | 0.4848 | 1.3552 | 1.1641 |
244
+ | No log | 4.6506 | 386 | 1.3595 | 0.4662 | 1.3595 | 1.1660 |
245
+ | No log | 4.6747 | 388 | 1.2453 | 0.4697 | 1.2453 | 1.1159 |
246
+ | No log | 4.6988 | 390 | 1.0693 | 0.5077 | 1.0693 | 1.0341 |
247
+ | No log | 4.7229 | 392 | 0.9408 | 0.5649 | 0.9408 | 0.9700 |
248
+ | No log | 4.7470 | 394 | 0.8405 | 0.6154 | 0.8405 | 0.9168 |
249
+ | No log | 4.7711 | 396 | 0.9451 | 0.5909 | 0.9451 | 0.9721 |
250
+ | No log | 4.7952 | 398 | 1.3524 | 0.4627 | 1.3524 | 1.1629 |
251
+ | No log | 4.8193 | 400 | 1.6046 | 0.3358 | 1.6046 | 1.2667 |
252
+ | No log | 4.8434 | 402 | 1.5525 | 0.3676 | 1.5525 | 1.2460 |
253
+ | No log | 4.8675 | 404 | 1.4838 | 0.4030 | 1.4838 | 1.2181 |
254
+ | No log | 4.8916 | 406 | 1.4547 | 0.4296 | 1.4547 | 1.2061 |
255
+ | No log | 4.9157 | 408 | 1.5076 | 0.4118 | 1.5076 | 1.2279 |
256
+ | No log | 4.9398 | 410 | 1.4775 | 0.4296 | 1.4775 | 1.2155 |
257
+ | No log | 4.9639 | 412 | 1.3751 | 0.5185 | 1.3751 | 1.1727 |
258
+ | No log | 4.9880 | 414 | 1.3937 | 0.5185 | 1.3937 | 1.1806 |
259
+ | No log | 5.0120 | 416 | 1.5661 | 0.3404 | 1.5661 | 1.2514 |
260
+ | No log | 5.0361 | 418 | 1.8253 | 0.3217 | 1.8253 | 1.3511 |
261
+ | No log | 5.0602 | 420 | 1.8166 | 0.3217 | 1.8166 | 1.3478 |
262
+ | No log | 5.0843 | 422 | 1.6137 | 0.3714 | 1.6137 | 1.2703 |
263
+ | No log | 5.1084 | 424 | 1.3698 | 0.4593 | 1.3698 | 1.1704 |
264
+ | No log | 5.1325 | 426 | 1.2721 | 0.5191 | 1.2721 | 1.1279 |
265
+ | No log | 5.1566 | 428 | 1.2150 | 0.5077 | 1.2150 | 1.1023 |
266
+ | No log | 5.1807 | 430 | 1.2479 | 0.5191 | 1.2479 | 1.1171 |
267
+ | No log | 5.2048 | 432 | 1.3431 | 0.4812 | 1.3431 | 1.1589 |
268
+ | No log | 5.2289 | 434 | 1.4460 | 0.4593 | 1.4460 | 1.2025 |
269
+ | No log | 5.2530 | 436 | 1.4801 | 0.4412 | 1.4801 | 1.2166 |
270
+ | No log | 5.2771 | 438 | 1.5202 | 0.4234 | 1.5202 | 1.2330 |
271
+ | No log | 5.3012 | 440 | 1.3730 | 0.4593 | 1.3730 | 1.1717 |
272
+ | No log | 5.3253 | 442 | 1.3274 | 0.4638 | 1.3274 | 1.1521 |
273
+ | No log | 5.3494 | 444 | 1.3138 | 0.4593 | 1.3138 | 1.1462 |
274
+ | No log | 5.3735 | 446 | 1.1872 | 0.5077 | 1.1872 | 1.0896 |
275
+ | No log | 5.3976 | 448 | 1.1774 | 0.5116 | 1.1774 | 1.0851 |
276
+ | No log | 5.4217 | 450 | 1.3281 | 0.5038 | 1.3281 | 1.1524 |
277
+ | No log | 5.4458 | 452 | 1.3614 | 0.5038 | 1.3614 | 1.1668 |
278
+ | No log | 5.4699 | 454 | 1.3607 | 0.4697 | 1.3607 | 1.1665 |
279
+ | No log | 5.4940 | 456 | 1.3572 | 0.4234 | 1.3572 | 1.1650 |
280
+ | No log | 5.5181 | 458 | 1.4142 | 0.4173 | 1.4142 | 1.1892 |
281
+ | No log | 5.5422 | 460 | 1.4306 | 0.4173 | 1.4306 | 1.1961 |
282
+ | No log | 5.5663 | 462 | 1.4186 | 0.4493 | 1.4186 | 1.1910 |
283
+ | No log | 5.5904 | 464 | 1.4126 | 0.4511 | 1.4126 | 1.1885 |
284
+ | No log | 5.6145 | 466 | 1.4043 | 0.4848 | 1.4043 | 1.1850 |
285
+ | No log | 5.6386 | 468 | 1.5391 | 0.4412 | 1.5391 | 1.2406 |
286
+ | No log | 5.6627 | 470 | 1.5639 | 0.4412 | 1.5639 | 1.2506 |
287
+ | No log | 5.6867 | 472 | 1.5751 | 0.4203 | 1.5751 | 1.2550 |
288
+ | No log | 5.7108 | 474 | 1.5039 | 0.4412 | 1.5039 | 1.2263 |
289
+ | No log | 5.7349 | 476 | 1.5835 | 0.4234 | 1.5835 | 1.2584 |
290
+ | No log | 5.7590 | 478 | 1.6699 | 0.3623 | 1.6699 | 1.2922 |
291
+ | No log | 5.7831 | 480 | 1.5787 | 0.3650 | 1.5787 | 1.2565 |
292
+ | No log | 5.8072 | 482 | 1.4411 | 0.4776 | 1.4411 | 1.2005 |
293
+ | No log | 5.8313 | 484 | 1.5531 | 0.4088 | 1.5531 | 1.2462 |
294
+ | No log | 5.8554 | 486 | 1.6900 | 0.3741 | 1.6900 | 1.3000 |
295
+ | No log | 5.8795 | 488 | 1.5624 | 0.4148 | 1.5624 | 1.2500 |
296
+ | No log | 5.9036 | 490 | 1.4845 | 0.4427 | 1.4845 | 1.2184 |
297
+ | No log | 5.9277 | 492 | 1.3506 | 0.4531 | 1.3506 | 1.1622 |
298
+ | No log | 5.9518 | 494 | 1.2971 | 0.4923 | 1.2971 | 1.1389 |
299
+ | No log | 5.9759 | 496 | 1.3787 | 0.4962 | 1.3787 | 1.1742 |
300
+ | No log | 6.0 | 498 | 1.4123 | 0.4925 | 1.4123 | 1.1884 |
301
+ | 0.3772 | 6.0241 | 500 | 1.5781 | 0.3741 | 1.5781 | 1.2562 |
302
+ | 0.3772 | 6.0482 | 502 | 1.7762 | 0.3239 | 1.7762 | 1.3327 |
303
+ | 0.3772 | 6.0723 | 504 | 1.8174 | 0.3239 | 1.8174 | 1.3481 |
304
+ | 0.3772 | 6.0964 | 506 | 1.7573 | 0.2979 | 1.7573 | 1.3256 |
305
+ | 0.3772 | 6.1205 | 508 | 1.5410 | 0.4444 | 1.5410 | 1.2414 |
306
+ | 0.3772 | 6.1446 | 510 | 1.3081 | 0.5397 | 1.3081 | 1.1437 |
307
+ | 0.3772 | 6.1687 | 512 | 1.2161 | 0.5203 | 1.2161 | 1.1028 |
308
+ | 0.3772 | 6.1928 | 514 | 1.2107 | 0.5203 | 1.2107 | 1.1003 |
309
+ | 0.3772 | 6.2169 | 516 | 1.2641 | 0.5397 | 1.2641 | 1.1243 |
310
+ | 0.3772 | 6.2410 | 518 | 1.4282 | 0.4923 | 1.4282 | 1.1951 |
311
+ | 0.3772 | 6.2651 | 520 | 1.5659 | 0.3881 | 1.5659 | 1.2513 |
312
+ | 0.3772 | 6.2892 | 522 | 1.4932 | 0.4211 | 1.4932 | 1.2220 |
313
+ | 0.3772 | 6.3133 | 524 | 1.2848 | 0.5191 | 1.2848 | 1.1335 |
314
+ | 0.3772 | 6.3373 | 526 | 1.0898 | 0.5397 | 1.0898 | 1.0439 |
315
+ | 0.3772 | 6.3614 | 528 | 1.0422 | 0.5512 | 1.0422 | 1.0209 |
316
+ | 0.3772 | 6.3855 | 530 | 1.1494 | 0.5191 | 1.1494 | 1.0721 |
317
+ | 0.3772 | 6.4096 | 532 | 1.4765 | 0.4380 | 1.4765 | 1.2151 |
318
+ | 0.3772 | 6.4337 | 534 | 1.8048 | 0.2714 | 1.8048 | 1.3434 |
319
+ | 0.3772 | 6.4578 | 536 | 1.8955 | 0.2979 | 1.8955 | 1.3768 |
320
+ | 0.3772 | 6.4819 | 538 | 1.8008 | 0.3239 | 1.8008 | 1.3420 |
321
+ | 0.3772 | 6.5060 | 540 | 1.5765 | 0.3885 | 1.5765 | 1.2556 |
322
+ | 0.3772 | 6.5301 | 542 | 1.4440 | 0.4265 | 1.4440 | 1.2017 |
323
+ | 0.3772 | 6.5542 | 544 | 1.2168 | 0.5564 | 1.2168 | 1.1031 |
324
+ | 0.3772 | 6.5783 | 546 | 1.0882 | 0.5496 | 1.0882 | 1.0432 |
325
+ | 0.3772 | 6.6024 | 548 | 1.1056 | 0.5116 | 1.1056 | 1.0515 |
326
+ | 0.3772 | 6.6265 | 550 | 1.2046 | 0.5191 | 1.2046 | 1.0976 |
327
+ | 0.3772 | 6.6506 | 552 | 1.3649 | 0.5 | 1.3649 | 1.1683 |
328
+ | 0.3772 | 6.6747 | 554 | 1.4103 | 0.5 | 1.4103 | 1.1876 |
329
+ | 0.3772 | 6.6988 | 556 | 1.3164 | 0.5 | 1.3164 | 1.1474 |
330
+ | 0.3772 | 6.7229 | 558 | 1.2508 | 0.5116 | 1.2508 | 1.1184 |
331
+ | 0.3772 | 6.7470 | 560 | 1.1274 | 0.5116 | 1.1274 | 1.0618 |
332
+ | 0.3772 | 6.7711 | 562 | 1.0809 | 0.5312 | 1.0809 | 1.0397 |
333
+ | 0.3772 | 6.7952 | 564 | 1.1452 | 0.5116 | 1.1452 | 1.0701 |
334
+ | 0.3772 | 6.8193 | 566 | 1.1975 | 0.5116 | 1.1975 | 1.0943 |
335
+ | 0.3772 | 6.8434 | 568 | 1.2800 | 0.5231 | 1.2800 | 1.1314 |
336
+ | 0.3772 | 6.8675 | 570 | 1.2578 | 0.5116 | 1.2578 | 1.1215 |
337
+ | 0.3772 | 6.8916 | 572 | 1.2092 | 0.5197 | 1.2092 | 1.0996 |
338
+ | 0.3772 | 6.9157 | 574 | 1.2113 | 0.5 | 1.2113 | 1.1006 |
339
+ | 0.3772 | 6.9398 | 576 | 1.2430 | 0.5116 | 1.2430 | 1.1149 |
340
+ | 0.3772 | 6.9639 | 578 | 1.3540 | 0.5191 | 1.3540 | 1.1636 |
341
+ | 0.3772 | 6.9880 | 580 | 1.4095 | 0.5 | 1.4095 | 1.1872 |
342
+ | 0.3772 | 7.0120 | 582 | 1.4586 | 0.5 | 1.4586 | 1.2077 |
343
+ | 0.3772 | 7.0361 | 584 | 1.3554 | 0.5191 | 1.3554 | 1.1642 |
344
+ | 0.3772 | 7.0602 | 586 | 1.1819 | 0.5 | 1.1819 | 1.0872 |
345
+ | 0.3772 | 7.0843 | 588 | 1.0720 | 0.5827 | 1.0720 | 1.0354 |
346
+ | 0.3772 | 7.1084 | 590 | 1.0910 | 0.5528 | 1.0910 | 1.0445 |
347
+ | 0.3772 | 7.1325 | 592 | 1.1902 | 0.544 | 1.1902 | 1.0910 |
348
+ | 0.3772 | 7.1566 | 594 | 1.3187 | 0.4923 | 1.3187 | 1.1484 |
349
+ | 0.3772 | 7.1807 | 596 | 1.3675 | 0.4733 | 1.3675 | 1.1694 |
350
+ | 0.3772 | 7.2048 | 598 | 1.2901 | 0.4923 | 1.2901 | 1.1358 |
351
+ | 0.3772 | 7.2289 | 600 | 1.1311 | 0.5156 | 1.1311 | 1.0635 |
352
+ | 0.3772 | 7.2530 | 602 | 1.0749 | 0.5984 | 1.0749 | 1.0368 |
353
+ | 0.3772 | 7.2771 | 604 | 1.1162 | 0.5714 | 1.1162 | 1.0565 |
354
+ | 0.3772 | 7.3012 | 606 | 1.2664 | 0.5191 | 1.2664 | 1.1253 |
355
+ | 0.3772 | 7.3253 | 608 | 1.4504 | 0.4296 | 1.4504 | 1.2043 |
356
+ | 0.3772 | 7.3494 | 610 | 1.4681 | 0.4296 | 1.4681 | 1.2116 |
357
+ | 0.3772 | 7.3735 | 612 | 1.3449 | 0.5191 | 1.3449 | 1.1597 |
358
+ | 0.3772 | 7.3976 | 614 | 1.2774 | 0.5191 | 1.2774 | 1.1302 |
359
+ | 0.3772 | 7.4217 | 616 | 1.2283 | 0.5397 | 1.2283 | 1.1083 |
360
+ | 0.3772 | 7.4458 | 618 | 1.2725 | 0.5191 | 1.2725 | 1.1280 |
361
+ | 0.3772 | 7.4699 | 620 | 1.4143 | 0.4662 | 1.4143 | 1.1893 |
362
+ | 0.3772 | 7.4940 | 622 | 1.5669 | 0.3885 | 1.5669 | 1.2518 |
363
+ | 0.3772 | 7.5181 | 624 | 1.5450 | 0.3885 | 1.5450 | 1.2430 |
364
+ | 0.3772 | 7.5422 | 626 | 1.5071 | 0.4412 | 1.5071 | 1.2276 |
365
+ | 0.3772 | 7.5663 | 628 | 1.5153 | 0.4412 | 1.5153 | 1.2310 |
366
+ | 0.3772 | 7.5904 | 630 | 1.4030 | 0.4593 | 1.4030 | 1.1845 |
367
+ | 0.3772 | 7.6145 | 632 | 1.1440 | 0.5191 | 1.1440 | 1.0696 |
368
+ | 0.3772 | 7.6386 | 634 | 1.0423 | 0.528 | 1.0423 | 1.0209 |
369
+ | 0.3772 | 7.6627 | 636 | 1.0538 | 0.528 | 1.0538 | 1.0266 |
370
+ | 0.3772 | 7.6867 | 638 | 1.1497 | 0.5385 | 1.1497 | 1.0722 |
371
+ | 0.3772 | 7.7108 | 640 | 1.3530 | 0.4812 | 1.3530 | 1.1632 |
372
+ | 0.3772 | 7.7349 | 642 | 1.5512 | 0.3971 | 1.5512 | 1.2455 |
373
+ | 0.3772 | 7.7590 | 644 | 1.5633 | 0.4148 | 1.5633 | 1.2503 |
374
+ | 0.3772 | 7.7831 | 646 | 1.4089 | 0.4848 | 1.4089 | 1.1870 |
375
+ | 0.3772 | 7.8072 | 648 | 1.2680 | 0.5191 | 1.2680 | 1.1260 |
376
+ | 0.3772 | 7.8313 | 650 | 1.2237 | 0.5116 | 1.2237 | 1.1062 |
377
+ | 0.3772 | 7.8554 | 652 | 1.2396 | 0.5116 | 1.2396 | 1.1134 |
378
+ | 0.3772 | 7.8795 | 654 | 1.2991 | 0.5191 | 1.2991 | 1.1398 |
379
+ | 0.3772 | 7.9036 | 656 | 1.3606 | 0.4848 | 1.3606 | 1.1665 |
380
+ | 0.3772 | 7.9277 | 658 | 1.4064 | 0.4580 | 1.4064 | 1.1859 |
381
+ | 0.3772 | 7.9518 | 660 | 1.3622 | 0.4961 | 1.3622 | 1.1671 |
382
+ | 0.3772 | 7.9759 | 662 | 1.3040 | 0.5231 | 1.3040 | 1.1419 |
383
+ | 0.3772 | 8.0 | 664 | 1.2678 | 0.5116 | 1.2678 | 1.1260 |
384
+ | 0.3772 | 8.0241 | 666 | 1.2470 | 0.5344 | 1.2470 | 1.1167 |
385
+ | 0.3772 | 8.0482 | 668 | 1.2867 | 0.5231 | 1.2867 | 1.1343 |
386
+ | 0.3772 | 8.0723 | 670 | 1.3989 | 0.4923 | 1.3989 | 1.1827 |
387
+ | 0.3772 | 8.0964 | 672 | 1.5673 | 0.4091 | 1.5673 | 1.2519 |
388
+ | 0.3772 | 8.1205 | 674 | 1.6492 | 0.3731 | 1.6492 | 1.2842 |
389
+ | 0.3772 | 8.1446 | 676 | 1.5821 | 0.4091 | 1.5821 | 1.2578 |
390
+ | 0.3772 | 8.1687 | 678 | 1.4559 | 0.4651 | 1.4559 | 1.2066 |
391
+ | 0.3772 | 8.1928 | 680 | 1.3158 | 0.4688 | 1.3158 | 1.1471 |
392
+ | 0.3772 | 8.2169 | 682 | 1.2258 | 0.5231 | 1.2258 | 1.1072 |
393
+ | 0.3772 | 8.2410 | 684 | 1.2172 | 0.5496 | 1.2172 | 1.1033 |
394
+ | 0.3772 | 8.2651 | 686 | 1.3026 | 0.5303 | 1.3026 | 1.1413 |
395
+ | 0.3772 | 8.2892 | 688 | 1.5308 | 0.3704 | 1.5308 | 1.2373 |
396
+ | 0.3772 | 8.3133 | 690 | 1.6431 | 0.3529 | 1.6431 | 1.2818 |
397
+ | 0.3772 | 8.3373 | 692 | 1.6147 | 0.3529 | 1.6147 | 1.2707 |
398
+ | 0.3772 | 8.3614 | 694 | 1.5470 | 0.3704 | 1.5470 | 1.2438 |
399
+ | 0.3772 | 8.3855 | 696 | 1.4486 | 0.4651 | 1.4486 | 1.2036 |
400
+ | 0.3772 | 8.4096 | 698 | 1.2898 | 0.4567 | 1.2898 | 1.1357 |
401
+ | 0.3772 | 8.4337 | 700 | 1.2180 | 0.4839 | 1.2180 | 1.1036 |
402
+ | 0.3772 | 8.4578 | 702 | 1.1679 | 0.5246 | 1.1679 | 1.0807 |
403
+ | 0.3772 | 8.4819 | 704 | 1.1281 | 0.5203 | 1.1281 | 1.0621 |
404
+ | 0.3772 | 8.5060 | 706 | 1.0898 | 0.512 | 1.0898 | 1.0439 |
405
+ | 0.3772 | 8.5301 | 708 | 1.0883 | 0.5116 | 1.0883 | 1.0432 |
406
+ | 0.3772 | 8.5542 | 710 | 1.1505 | 0.5455 | 1.1505 | 1.0726 |
407
+ | 0.3772 | 8.5783 | 712 | 1.2963 | 0.5455 | 1.2963 | 1.1386 |
408
+ | 0.3772 | 8.6024 | 714 | 1.2453 | 0.5455 | 1.2453 | 1.1159 |
409
+ | 0.3772 | 8.6265 | 716 | 1.2121 | 0.5821 | 1.2121 | 1.1009 |
410
+ | 0.3772 | 8.6506 | 718 | 1.2678 | 0.5564 | 1.2678 | 1.1260 |
411
+ | 0.3772 | 8.6747 | 720 | 1.4259 | 0.4733 | 1.4259 | 1.1941 |
412
+ | 0.3772 | 8.6988 | 722 | 1.4362 | 0.4733 | 1.4362 | 1.1984 |
413
+ | 0.3772 | 8.7229 | 724 | 1.4062 | 0.5191 | 1.4062 | 1.1858 |
414
+ | 0.3772 | 8.7470 | 726 | 1.3318 | 0.5312 | 1.3318 | 1.1540 |
415
+ | 0.3772 | 8.7711 | 728 | 1.2636 | 0.5197 | 1.2636 | 1.1241 |
416
+ | 0.3772 | 8.7952 | 730 | 1.2056 | 0.5238 | 1.2056 | 1.0980 |
417
+ | 0.3772 | 8.8193 | 732 | 1.1523 | 0.5354 | 1.1523 | 1.0734 |
418
+ | 0.3772 | 8.8434 | 734 | 1.1275 | 0.5312 | 1.1275 | 1.0619 |
419
+ | 0.3772 | 8.8675 | 736 | 1.0685 | 0.5938 | 1.0685 | 1.0337 |
420
+ | 0.3772 | 8.8916 | 738 | 1.0467 | 0.5938 | 1.0467 | 1.0231 |
421
+ | 0.3772 | 8.9157 | 740 | 1.0443 | 0.5827 | 1.0443 | 1.0219 |
422
+ | 0.3772 | 8.9398 | 742 | 1.0301 | 0.56 | 1.0301 | 1.0150 |
423
+ | 0.3772 | 8.9639 | 744 | 1.0529 | 0.5714 | 1.0529 | 1.0261 |
424
+ | 0.3772 | 8.9880 | 746 | 1.0883 | 0.544 | 1.0883 | 1.0432 |
425
+ | 0.3772 | 9.0120 | 748 | 1.1257 | 0.5116 | 1.1257 | 1.0610 |
426
+ | 0.3772 | 9.0361 | 750 | 1.1055 | 0.5197 | 1.1055 | 1.0514 |
427
+ | 0.3772 | 9.0602 | 752 | 1.1001 | 0.5484 | 1.1001 | 1.0488 |
428
+ | 0.3772 | 9.0843 | 754 | 1.1428 | 0.5197 | 1.1428 | 1.0690 |
429
+ | 0.3772 | 9.1084 | 756 | 1.1959 | 0.5116 | 1.1959 | 1.0936 |
430
+ | 0.3772 | 9.1325 | 758 | 1.2775 | 0.5231 | 1.2775 | 1.1302 |
431
+ | 0.3772 | 9.1566 | 760 | 1.2861 | 0.5231 | 1.2861 | 1.1341 |
432
+ | 0.3772 | 9.1807 | 762 | 1.2015 | 0.5 | 1.2015 | 1.0961 |
433
+ | 0.3772 | 9.2048 | 764 | 1.1618 | 0.5556 | 1.1618 | 1.0779 |
434
+ | 0.3772 | 9.2289 | 766 | 1.1702 | 0.5920 | 1.1702 | 1.0818 |
435
+ | 0.3772 | 9.2530 | 768 | 1.2211 | 0.5203 | 1.2211 | 1.1050 |
436
+ | 0.3772 | 9.2771 | 770 | 1.3078 | 0.5 | 1.3078 | 1.1436 |
437
+ | 0.3772 | 9.3012 | 772 | 1.4511 | 0.5191 | 1.4511 | 1.2046 |
438
+ | 0.3772 | 9.3253 | 774 | 1.5456 | 0.4179 | 1.5456 | 1.2432 |
439
+ | 0.3772 | 9.3494 | 776 | 1.5248 | 0.4885 | 1.5248 | 1.2348 |
440
+ | 0.3772 | 9.3735 | 778 | 1.4031 | 0.5231 | 1.4031 | 1.1845 |
441
+ | 0.3772 | 9.3976 | 780 | 1.3637 | 0.5231 | 1.3637 | 1.1678 |
442
+ | 0.3772 | 9.4217 | 782 | 1.3788 | 0.5231 | 1.3788 | 1.1742 |
443
+ | 0.3772 | 9.4458 | 784 | 1.4302 | 0.5113 | 1.4302 | 1.1959 |
444
+ | 0.3772 | 9.4699 | 786 | 1.3743 | 0.5113 | 1.3743 | 1.1723 |
445
+ | 0.3772 | 9.4940 | 788 | 1.2211 | 0.5344 | 1.2211 | 1.1050 |
446
+ | 0.3772 | 9.5181 | 790 | 1.1850 | 0.5344 | 1.1850 | 1.0886 |
447
+ | 0.3772 | 9.5422 | 792 | 1.1705 | 0.5344 | 1.1705 | 1.0819 |
448
+ | 0.3772 | 9.5663 | 794 | 1.2472 | 0.5344 | 1.2472 | 1.1168 |
449
+ | 0.3772 | 9.5904 | 796 | 1.3722 | 0.5113 | 1.3722 | 1.1714 |
450
+ | 0.3772 | 9.6145 | 798 | 1.4129 | 0.5075 | 1.4129 | 1.1887 |
451
+ | 0.3772 | 9.6386 | 800 | 1.4946 | 0.5075 | 1.4946 | 1.2225 |
452
+ | 0.3772 | 9.6627 | 802 | 1.4002 | 0.5113 | 1.4002 | 1.1833 |
453
+ | 0.3772 | 9.6867 | 804 | 1.2002 | 0.5344 | 1.2002 | 1.0956 |
454
+ | 0.3772 | 9.7108 | 806 | 1.1237 | 0.5231 | 1.1237 | 1.0600 |
455
+ | 0.3772 | 9.7349 | 808 | 1.1373 | 0.5231 | 1.1373 | 1.0665 |
456
+ | 0.3772 | 9.7590 | 810 | 1.2452 | 0.5231 | 1.2452 | 1.1159 |
457
+ | 0.3772 | 9.7831 | 812 | 1.3302 | 0.5191 | 1.3302 | 1.1534 |
458
+ | 0.3772 | 9.8072 | 814 | 1.3099 | 0.5152 | 1.3099 | 1.1445 |
459
+ | 0.3772 | 9.8313 | 816 | 1.1603 | 0.5344 | 1.1603 | 1.0772 |
460
+ | 0.3772 | 9.8554 | 818 | 1.0990 | 0.5156 | 1.0990 | 1.0483 |
461
+ | 0.3772 | 9.8795 | 820 | 1.0788 | 0.5397 | 1.0788 | 1.0387 |
462
+ | 0.3772 | 9.9036 | 822 | 1.0896 | 0.5161 | 1.0896 | 1.0439 |
463
+ | 0.3772 | 9.9277 | 824 | 1.1619 | 0.5156 | 1.1619 | 1.0779 |
464
+ | 0.3772 | 9.9518 | 826 | 1.2293 | 0.5156 | 1.2293 | 1.1087 |
465
+ | 0.3772 | 9.9759 | 828 | 1.3066 | 0.5156 | 1.3066 | 1.1431 |
466
+ | 0.3772 | 10.0 | 830 | 1.3458 | 0.5231 | 1.3458 | 1.1601 |
467
+ | 0.3772 | 10.0241 | 832 | 1.3179 | 0.5156 | 1.3179 | 1.1480 |
468
+ | 0.3772 | 10.0482 | 834 | 1.2736 | 0.5156 | 1.2736 | 1.1285 |
469
+ | 0.3772 | 10.0723 | 836 | 1.2333 | 0.5116 | 1.2333 | 1.1106 |
470
+ | 0.3772 | 10.0964 | 838 | 1.2150 | 0.5231 | 1.2150 | 1.1023 |
471
+ | 0.3772 | 10.1205 | 840 | 1.2013 | 0.5231 | 1.2013 | 1.0960 |
472
+ | 0.3772 | 10.1446 | 842 | 1.2023 | 0.5231 | 1.2023 | 1.0965 |
473
+ | 0.3772 | 10.1687 | 844 | 1.2801 | 0.5303 | 1.2801 | 1.1314 |
474
+ | 0.3772 | 10.1928 | 846 | 1.4335 | 0.5 | 1.4335 | 1.1973 |
475
+ | 0.3772 | 10.2169 | 848 | 1.4432 | 0.5 | 1.4432 | 1.2013 |
476
+ | 0.3772 | 10.2410 | 850 | 1.3688 | 0.5191 | 1.3688 | 1.1700 |
477
+ | 0.3772 | 10.2651 | 852 | 1.2933 | 0.5191 | 1.2933 | 1.1373 |
478
+ | 0.3772 | 10.2892 | 854 | 1.2039 | 0.5231 | 1.2039 | 1.0972 |
479
+ | 0.3772 | 10.3133 | 856 | 1.1361 | 0.5231 | 1.1361 | 1.0659 |
480
+ | 0.3772 | 10.3373 | 858 | 1.1606 | 0.5231 | 1.1606 | 1.0773 |
481
+ | 0.3772 | 10.3614 | 860 | 1.1991 | 0.5116 | 1.1991 | 1.0950 |
482
+ | 0.3772 | 10.3855 | 862 | 1.1641 | 0.5116 | 1.1641 | 1.0789 |
483
+ | 0.3772 | 10.4096 | 864 | 1.1279 | 0.5397 | 1.1279 | 1.0620 |
484
+ | 0.3772 | 10.4337 | 866 | 1.1247 | 0.5397 | 1.1247 | 1.0605 |
485
+ | 0.3772 | 10.4578 | 868 | 1.1545 | 0.5312 | 1.1545 | 1.0745 |
486
+ | 0.3772 | 10.4819 | 870 | 1.1764 | 0.5231 | 1.1764 | 1.0846 |
487
+ | 0.3772 | 10.5060 | 872 | 1.1632 | 0.5231 | 1.1632 | 1.0785 |
488
+ | 0.3772 | 10.5301 | 874 | 1.1261 | 0.5736 | 1.1261 | 1.0612 |
489
+ | 0.3772 | 10.5542 | 876 | 1.1532 | 0.5625 | 1.1532 | 1.0739 |
490
+ | 0.3772 | 10.5783 | 878 | 1.2172 | 0.5231 | 1.2172 | 1.1033 |
491
+ | 0.3772 | 10.6024 | 880 | 1.3446 | 0.4885 | 1.3446 | 1.1596 |
492
+ | 0.3772 | 10.6265 | 882 | 1.4456 | 0.4848 | 1.4456 | 1.2023 |
493
+ | 0.3772 | 10.6506 | 884 | 1.4284 | 0.4848 | 1.4284 | 1.1952 |
494
+ | 0.3772 | 10.6747 | 886 | 1.3775 | 0.4885 | 1.3775 | 1.1737 |
495
+ | 0.3772 | 10.6988 | 888 | 1.2892 | 0.5191 | 1.2892 | 1.1354 |
496
+ | 0.3772 | 10.7229 | 890 | 1.2102 | 0.5231 | 1.2102 | 1.1001 |
497
+ | 0.3772 | 10.7470 | 892 | 1.1466 | 0.5469 | 1.1466 | 1.0708 |
498
+ | 0.3772 | 10.7711 | 894 | 1.1460 | 0.5469 | 1.1460 | 1.0705 |
499
+ | 0.3772 | 10.7952 | 896 | 1.2640 | 0.5116 | 1.2640 | 1.1243 |
500
+ | 0.3772 | 10.8193 | 898 | 1.3679 | 0.5152 | 1.3679 | 1.1696 |
501
+ | 0.3772 | 10.8434 | 900 | 1.4850 | 0.4885 | 1.4850 | 1.2186 |
502
+ | 0.3772 | 10.8675 | 902 | 1.5234 | 0.4662 | 1.5234 | 1.2342 |
503
+ | 0.3772 | 10.8916 | 904 | 1.5071 | 0.4697 | 1.5071 | 1.2276 |
504
+ | 0.3772 | 10.9157 | 906 | 1.4104 | 0.4962 | 1.4104 | 1.1876 |
505
+ | 0.3772 | 10.9398 | 908 | 1.3567 | 0.5152 | 1.3567 | 1.1648 |
506
+ | 0.3772 | 10.9639 | 910 | 1.2954 | 0.5191 | 1.2954 | 1.1381 |
507
+ | 0.3772 | 10.9880 | 912 | 1.3140 | 0.4923 | 1.3140 | 1.1463 |
508
+ | 0.3772 | 11.0120 | 914 | 1.3770 | 0.4885 | 1.3770 | 1.1735 |
509
+ | 0.3772 | 11.0361 | 916 | 1.4335 | 0.4615 | 1.4335 | 1.1973 |
510
+ | 0.3772 | 11.0602 | 918 | 1.4053 | 0.4615 | 1.4053 | 1.1855 |
511
+ | 0.3772 | 11.0843 | 920 | 1.3471 | 0.4923 | 1.3471 | 1.1606 |
512
+ | 0.3772 | 11.1084 | 922 | 1.3389 | 0.4923 | 1.3389 | 1.1571 |
513
+ | 0.3772 | 11.1325 | 924 | 1.3488 | 0.5191 | 1.3488 | 1.1614 |
514
+ | 0.3772 | 11.1566 | 926 | 1.3797 | 0.5191 | 1.3797 | 1.1746 |
515
+ | 0.3772 | 11.1807 | 928 | 1.3968 | 0.4923 | 1.3968 | 1.1819 |
516
+ | 0.3772 | 11.2048 | 930 | 1.4317 | 0.4923 | 1.4317 | 1.1965 |
517
+ | 0.3772 | 11.2289 | 932 | 1.4075 | 0.4923 | 1.4075 | 1.1864 |
518
+ | 0.3772 | 11.2530 | 934 | 1.3817 | 0.4923 | 1.3817 | 1.1754 |
519
+ | 0.3772 | 11.2771 | 936 | 1.3402 | 0.4806 | 1.3402 | 1.1577 |
520
+ | 0.3772 | 11.3012 | 938 | 1.3183 | 0.4844 | 1.3183 | 1.1482 |
521
+ | 0.3772 | 11.3253 | 940 | 1.3212 | 0.4844 | 1.3212 | 1.1494 |
522
+ | 0.3772 | 11.3494 | 942 | 1.3204 | 0.4844 | 1.3204 | 1.1491 |
523
+ | 0.3772 | 11.3735 | 944 | 1.4045 | 0.4580 | 1.4045 | 1.1851 |
524
+ | 0.3772 | 11.3976 | 946 | 1.3965 | 0.4848 | 1.3965 | 1.1818 |
525
+ | 0.3772 | 11.4217 | 948 | 1.3620 | 0.5455 | 1.3620 | 1.1670 |
526
+ | 0.3772 | 11.4458 | 950 | 1.3756 | 0.5191 | 1.3756 | 1.1729 |
527
+ | 0.3772 | 11.4699 | 952 | 1.3922 | 0.4923 | 1.3922 | 1.1799 |
528
+ | 0.3772 | 11.4940 | 954 | 1.4283 | 0.4923 | 1.4283 | 1.1951 |
529
+ | 0.3772 | 11.5181 | 956 | 1.4166 | 0.4923 | 1.4166 | 1.1902 |
530
+ | 0.3772 | 11.5422 | 958 | 1.3451 | 0.4923 | 1.3451 | 1.1598 |
531
+ | 0.3772 | 11.5663 | 960 | 1.3269 | 0.4806 | 1.3269 | 1.1519 |
532
+ | 0.3772 | 11.5904 | 962 | 1.3277 | 0.4806 | 1.3277 | 1.1522 |
533
+ | 0.3772 | 11.6145 | 964 | 1.3810 | 0.4651 | 1.3810 | 1.1752 |
534
+ | 0.3772 | 11.6386 | 966 | 1.4706 | 0.4651 | 1.4706 | 1.2127 |
535
+ | 0.3772 | 11.6627 | 968 | 1.5247 | 0.3939 | 1.5247 | 1.2348 |
536
+ | 0.3772 | 11.6867 | 970 | 1.4985 | 0.4242 | 1.4985 | 1.2241 |
537
+ | 0.3772 | 11.7108 | 972 | 1.4470 | 0.4242 | 1.4470 | 1.2029 |
538
+ | 0.3772 | 11.7349 | 974 | 1.4734 | 0.4242 | 1.4734 | 1.2138 |
539
+ | 0.3772 | 11.7590 | 976 | 1.5550 | 0.4060 | 1.5550 | 1.2470 |
540
+ | 0.3772 | 11.7831 | 978 | 1.5869 | 0.3704 | 1.5869 | 1.2597 |
541
+ | 0.3772 | 11.8072 | 980 | 1.5709 | 0.3881 | 1.5709 | 1.2534 |
542
+ | 0.3772 | 11.8313 | 982 | 1.5152 | 0.4242 | 1.5152 | 1.2309 |
543
+ | 0.3772 | 11.8554 | 984 | 1.3985 | 0.4923 | 1.3985 | 1.1826 |
544
+ | 0.3772 | 11.8795 | 986 | 1.3092 | 0.4688 | 1.3092 | 1.1442 |
545
+ | 0.3772 | 11.9036 | 988 | 1.2807 | 0.4688 | 1.2807 | 1.1317 |
546
+ | 0.3772 | 11.9277 | 990 | 1.3223 | 0.4688 | 1.3223 | 1.1499 |
547
+ | 0.3772 | 11.9518 | 992 | 1.3880 | 0.4806 | 1.3880 | 1.1781 |
548
+ | 0.3772 | 11.9759 | 994 | 1.4158 | 0.4923 | 1.4158 | 1.1899 |
549
+ | 0.3772 | 12.0 | 996 | 1.4478 | 0.4580 | 1.4478 | 1.2032 |
550
+ | 0.3772 | 12.0241 | 998 | 1.4963 | 0.4361 | 1.4963 | 1.2232 |
551
+ | 0.0758 | 12.0482 | 1000 | 1.5083 | 0.4030 | 1.5083 | 1.2281 |
552
+ | 0.0758 | 12.0723 | 1002 | 1.3705 | 0.4697 | 1.3705 | 1.1707 |
553
+ | 0.0758 | 12.0964 | 1004 | 1.2526 | 0.4923 | 1.2526 | 1.1192 |
554
+ | 0.0758 | 12.1205 | 1006 | 1.2517 | 0.4923 | 1.2517 | 1.1188 |
555
+ | 0.0758 | 12.1446 | 1008 | 1.3749 | 0.4662 | 1.3749 | 1.1726 |
556
+ | 0.0758 | 12.1687 | 1010 | 1.4652 | 0.4478 | 1.4652 | 1.2105 |
557
+ | 0.0758 | 12.1928 | 1012 | 1.6389 | 0.3453 | 1.6389 | 1.2802 |
558
+ | 0.0758 | 12.2169 | 1014 | 1.7474 | 0.3286 | 1.7474 | 1.3219 |
559
+ | 0.0758 | 12.2410 | 1016 | 1.7287 | 0.3286 | 1.7287 | 1.3148 |
560
+ | 0.0758 | 12.2651 | 1018 | 1.6936 | 0.3286 | 1.6936 | 1.3014 |
561
+ | 0.0758 | 12.2892 | 1020 | 1.6016 | 0.3286 | 1.6016 | 1.2655 |
562
 
563
 
564
  ### Framework versions