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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k10_task2_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k9_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k9_task2_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: 1.0110
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- - Qwk: 0.3237
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- - Mse: 1.0110
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- - Rmse: 1.0055
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  ## Model description
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@@ -49,350 +49,275 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0455 | 2 | 4.5831 | -0.0132 | 4.5831 | 2.1408 |
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- | No log | 0.0909 | 4 | 2.7317 | -0.0187 | 2.7317 | 1.6528 |
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- | No log | 0.1364 | 6 | 2.0388 | 0.0041 | 2.0388 | 1.4279 |
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- | No log | 0.1818 | 8 | 1.7721 | 0.0142 | 1.7721 | 1.3312 |
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- | No log | 0.2273 | 10 | 1.6874 | -0.0271 | 1.6874 | 1.2990 |
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- | No log | 0.2727 | 12 | 1.8689 | 0.0324 | 1.8689 | 1.3671 |
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- | No log | 0.3182 | 14 | 1.6746 | 0.0438 | 1.6746 | 1.2941 |
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- | No log | 0.3636 | 16 | 1.5405 | 0.0398 | 1.5405 | 1.2412 |
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- | No log | 0.4091 | 18 | 1.2088 | 0.1113 | 1.2088 | 1.0995 |
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- | No log | 0.4545 | 20 | 1.1732 | 0.1407 | 1.1732 | 1.0831 |
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- | No log | 0.5 | 22 | 1.2959 | 0.2169 | 1.2959 | 1.1384 |
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- | No log | 0.5455 | 24 | 1.6188 | 0.1475 | 1.6188 | 1.2723 |
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- | No log | 0.5909 | 26 | 1.5766 | 0.1505 | 1.5766 | 1.2556 |
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- | No log | 0.6364 | 28 | 1.6656 | 0.1585 | 1.6656 | 1.2906 |
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- | No log | 0.6818 | 30 | 1.9561 | 0.0800 | 1.9561 | 1.3986 |
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- | No log | 0.7273 | 32 | 1.8988 | 0.1225 | 1.8988 | 1.3780 |
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- | No log | 0.7727 | 34 | 2.1450 | 0.0112 | 2.1450 | 1.4646 |
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- | No log | 0.8182 | 36 | 2.7782 | 0.0793 | 2.7782 | 1.6668 |
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- | No log | 0.8636 | 38 | 2.8330 | 0.0722 | 2.8330 | 1.6832 |
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- | No log | 0.9091 | 40 | 1.9008 | 0.0773 | 1.9008 | 1.3787 |
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- | No log | 0.9545 | 42 | 1.3191 | 0.2915 | 1.3191 | 1.1485 |
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- | No log | 1.0 | 44 | 1.2453 | 0.2890 | 1.2453 | 1.1159 |
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- | No log | 1.0455 | 46 | 1.5066 | 0.2706 | 1.5066 | 1.2275 |
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- | No log | 1.0909 | 48 | 1.8121 | 0.1972 | 1.8121 | 1.3461 |
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- | No log | 1.1364 | 50 | 1.7106 | 0.2419 | 1.7106 | 1.3079 |
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- | No log | 1.1818 | 52 | 1.7115 | 0.2739 | 1.7115 | 1.3082 |
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- | No log | 1.2273 | 54 | 1.6386 | 0.3551 | 1.6386 | 1.2801 |
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- | No log | 1.2727 | 56 | 1.2977 | 0.3613 | 1.2977 | 1.1392 |
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- | No log | 1.3182 | 58 | 1.0823 | 0.3841 | 1.0823 | 1.0403 |
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- | No log | 1.3636 | 60 | 1.2275 | 0.3849 | 1.2275 | 1.1079 |
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- | No log | 1.4091 | 62 | 1.2537 | 0.3849 | 1.2537 | 1.1197 |
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- | No log | 1.4545 | 64 | 1.1416 | 0.4280 | 1.1416 | 1.0685 |
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- | No log | 1.5 | 66 | 1.0331 | 0.5036 | 1.0331 | 1.0164 |
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- | No log | 1.5455 | 68 | 1.0299 | 0.5036 | 1.0299 | 1.0148 |
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- | No log | 1.5909 | 70 | 1.0938 | 0.4142 | 1.0938 | 1.0459 |
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- | No log | 1.6364 | 72 | 1.1617 | 0.3160 | 1.1617 | 1.0778 |
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- | No log | 1.6818 | 74 | 1.0882 | 0.3568 | 1.0882 | 1.0432 |
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- | No log | 1.7273 | 76 | 1.0816 | 0.3506 | 1.0816 | 1.0400 |
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- | No log | 1.7727 | 78 | 1.0256 | 0.4321 | 1.0256 | 1.0127 |
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- | No log | 1.8182 | 80 | 1.0432 | 0.4264 | 1.0432 | 1.0214 |
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- | No log | 1.8636 | 82 | 1.1938 | 0.3125 | 1.1938 | 1.0926 |
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- | No log | 1.9091 | 84 | 1.6319 | 0.3081 | 1.6319 | 1.2775 |
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- | No log | 1.9545 | 86 | 1.5185 | 0.3966 | 1.5185 | 1.2323 |
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- | No log | 2.0 | 88 | 1.3152 | 0.3684 | 1.3152 | 1.1468 |
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- | No log | 2.0455 | 90 | 1.4320 | 0.3474 | 1.4320 | 1.1967 |
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- | No log | 2.0909 | 92 | 1.5504 | 0.3320 | 1.5504 | 1.2452 |
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- | No log | 2.1364 | 94 | 1.2182 | 0.3429 | 1.2182 | 1.1037 |
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- | No log | 2.1818 | 96 | 1.1124 | 0.3512 | 1.1124 | 1.0547 |
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- | No log | 2.2273 | 98 | 1.0280 | 0.3534 | 1.0280 | 1.0139 |
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- | No log | 2.2727 | 100 | 0.9540 | 0.4026 | 0.9540 | 0.9767 |
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- | No log | 2.3182 | 102 | 0.9675 | 0.3707 | 0.9675 | 0.9836 |
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- | No log | 2.3636 | 104 | 1.1760 | 0.3559 | 1.1760 | 1.0844 |
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- | No log | 2.4091 | 106 | 1.2929 | 0.4246 | 1.2929 | 1.1370 |
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- | No log | 2.4545 | 108 | 1.0799 | 0.3670 | 1.0799 | 1.0392 |
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- | No log | 2.5 | 110 | 1.0588 | 0.3949 | 1.0588 | 1.0290 |
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- | No log | 2.5455 | 112 | 1.3316 | 0.3990 | 1.3316 | 1.1539 |
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- | No log | 2.5909 | 114 | 1.4174 | 0.3638 | 1.4174 | 1.1905 |
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- | No log | 2.6364 | 116 | 1.2127 | 0.3502 | 1.2127 | 1.1012 |
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- | No log | 2.6818 | 118 | 1.2207 | 0.3502 | 1.2207 | 1.1048 |
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- | No log | 2.7273 | 120 | 1.2374 | 0.3103 | 1.2374 | 1.1124 |
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- | No log | 2.7727 | 122 | 0.9928 | 0.4211 | 0.9928 | 0.9964 |
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- | No log | 2.8182 | 124 | 0.9746 | 0.4146 | 0.9746 | 0.9872 |
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- | No log | 2.8636 | 126 | 0.9855 | 0.3675 | 0.9855 | 0.9927 |
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- | No log | 2.9091 | 128 | 1.4196 | 0.3390 | 1.4196 | 1.1915 |
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- | No log | 2.9545 | 130 | 1.7593 | 0.2692 | 1.7593 | 1.3264 |
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- | No log | 3.0 | 132 | 1.4184 | 0.3234 | 1.4184 | 1.1910 |
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- | No log | 3.0455 | 134 | 1.1101 | 0.4301 | 1.1101 | 1.0536 |
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- | No log | 3.0909 | 136 | 1.1776 | 0.4527 | 1.1776 | 1.0852 |
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- | No log | 3.1364 | 138 | 1.4438 | 0.3792 | 1.4438 | 1.2016 |
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- | No log | 3.1818 | 140 | 1.3884 | 0.4067 | 1.3884 | 1.1783 |
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- | No log | 3.2273 | 142 | 1.1464 | 0.3880 | 1.1464 | 1.0707 |
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- | No log | 3.2727 | 144 | 1.1466 | 0.4093 | 1.1466 | 1.0708 |
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- | No log | 3.3182 | 146 | 1.1910 | 0.3064 | 1.1910 | 1.0913 |
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- | No log | 3.3636 | 148 | 1.0971 | 0.3074 | 1.0971 | 1.0474 |
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- | No log | 3.4091 | 150 | 1.0463 | 0.4064 | 1.0463 | 1.0229 |
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- | No log | 3.4545 | 152 | 1.0944 | 0.2871 | 1.0944 | 1.0461 |
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- | No log | 3.5 | 154 | 1.2781 | 0.3307 | 1.2781 | 1.1305 |
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- | No log | 3.5455 | 156 | 1.2021 | 0.3323 | 1.2021 | 1.0964 |
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- | No log | 3.5909 | 158 | 1.1774 | 0.2881 | 1.1774 | 1.0851 |
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- | No log | 3.6364 | 160 | 1.1228 | 0.3644 | 1.1228 | 1.0596 |
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- | No log | 3.6818 | 162 | 1.2459 | 0.3143 | 1.2459 | 1.1162 |
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- | No log | 3.7273 | 164 | 1.1104 | 0.4336 | 1.1104 | 1.0537 |
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- | No log | 3.7727 | 166 | 1.0698 | 0.3917 | 1.0698 | 1.0343 |
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- | No log | 3.8182 | 168 | 1.1701 | 0.2983 | 1.1701 | 1.0817 |
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- | No log | 3.8636 | 170 | 1.0230 | 0.4498 | 1.0230 | 1.0114 |
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- | No log | 3.9091 | 172 | 1.0326 | 0.4157 | 1.0326 | 1.0162 |
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- | No log | 3.9545 | 174 | 1.0116 | 0.3736 | 1.0116 | 1.0058 |
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- | No log | 4.0 | 176 | 0.9925 | 0.3454 | 0.9925 | 0.9963 |
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- | No log | 4.0455 | 178 | 0.9948 | 0.3311 | 0.9948 | 0.9974 |
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- | No log | 4.0909 | 180 | 1.1336 | 0.2985 | 1.1336 | 1.0647 |
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- | No log | 4.1364 | 182 | 1.6007 | 0.3139 | 1.6007 | 1.2652 |
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- | No log | 4.1818 | 184 | 1.6483 | 0.2717 | 1.6483 | 1.2839 |
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- | No log | 4.2273 | 186 | 1.2363 | 0.3071 | 1.2363 | 1.1119 |
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- | No log | 4.2727 | 188 | 0.9730 | 0.3715 | 0.9730 | 0.9864 |
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- | No log | 4.3182 | 190 | 1.0878 | 0.3830 | 1.0878 | 1.0430 |
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- | No log | 4.3636 | 192 | 1.0615 | 0.4166 | 1.0615 | 1.0303 |
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- | No log | 4.4091 | 194 | 0.9349 | 0.4409 | 0.9349 | 0.9669 |
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- | No log | 4.4545 | 196 | 1.1362 | 0.3584 | 1.1362 | 1.0659 |
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- | No log | 4.5 | 198 | 1.3261 | 0.3595 | 1.3261 | 1.1516 |
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- | No log | 4.5455 | 200 | 1.1504 | 0.3676 | 1.1504 | 1.0726 |
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- | No log | 4.5909 | 202 | 0.9231 | 0.4011 | 0.9231 | 0.9608 |
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- | No log | 4.6364 | 204 | 0.9313 | 0.4340 | 0.9313 | 0.9650 |
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- | No log | 4.6818 | 206 | 0.9110 | 0.4045 | 0.9110 | 0.9545 |
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- | No log | 4.7273 | 208 | 0.9896 | 0.3897 | 0.9896 | 0.9948 |
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- | No log | 4.7727 | 210 | 1.5736 | 0.2853 | 1.5736 | 1.2544 |
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- | No log | 4.8182 | 212 | 1.9803 | 0.2878 | 1.9803 | 1.4072 |
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- | No log | 4.8636 | 214 | 1.8113 | 0.2832 | 1.8113 | 1.3459 |
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- | No log | 4.9091 | 216 | 1.2443 | 0.3902 | 1.2443 | 1.1155 |
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- | No log | 4.9545 | 218 | 0.9548 | 0.4715 | 0.9548 | 0.9771 |
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- | No log | 5.0 | 220 | 0.8731 | 0.5027 | 0.8731 | 0.9344 |
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- | No log | 5.0455 | 222 | 0.8797 | 0.4233 | 0.8797 | 0.9379 |
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- | No log | 5.0909 | 224 | 0.9856 | 0.3972 | 0.9856 | 0.9928 |
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- | No log | 5.1364 | 226 | 1.0276 | 0.3653 | 1.0276 | 1.0137 |
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- | No log | 5.1818 | 228 | 0.9434 | 0.3806 | 0.9434 | 0.9713 |
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- | No log | 5.2273 | 230 | 0.9068 | 0.3583 | 0.9068 | 0.9522 |
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- | No log | 5.2727 | 232 | 0.8977 | 0.4244 | 0.8977 | 0.9475 |
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- | No log | 5.3182 | 234 | 0.9090 | 0.3813 | 0.9090 | 0.9534 |
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- | No log | 5.3636 | 236 | 1.1062 | 0.3449 | 1.1062 | 1.0518 |
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- | No log | 5.4091 | 238 | 1.1630 | 0.3538 | 1.1630 | 1.0784 |
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- | No log | 5.4545 | 240 | 0.9787 | 0.4481 | 0.9787 | 0.9893 |
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- | No log | 5.5 | 242 | 0.9030 | 0.4529 | 0.9030 | 0.9503 |
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- | No log | 5.5455 | 244 | 0.8946 | 0.4859 | 0.8946 | 0.9459 |
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- | No log | 5.5909 | 246 | 0.9193 | 0.4270 | 0.9193 | 0.9588 |
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- | No log | 5.6364 | 248 | 1.0365 | 0.3755 | 1.0365 | 1.0181 |
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- | No log | 5.6818 | 250 | 1.0237 | 0.3755 | 1.0237 | 1.0118 |
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- | No log | 5.7273 | 252 | 0.9919 | 0.4191 | 0.9919 | 0.9959 |
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- | No log | 5.7727 | 254 | 0.8977 | 0.4100 | 0.8977 | 0.9475 |
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- | No log | 5.8182 | 256 | 0.8735 | 0.4705 | 0.8735 | 0.9346 |
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- | No log | 5.8636 | 258 | 0.8698 | 0.4256 | 0.8698 | 0.9326 |
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- | No log | 5.9091 | 260 | 0.8622 | 0.4023 | 0.8622 | 0.9285 |
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- | No log | 5.9545 | 262 | 0.9420 | 0.4103 | 0.9420 | 0.9706 |
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- | No log | 6.0 | 264 | 1.0032 | 0.4154 | 1.0032 | 1.0016 |
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- | No log | 6.0455 | 266 | 0.9184 | 0.3723 | 0.9184 | 0.9583 |
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- | No log | 6.0909 | 268 | 0.8838 | 0.4686 | 0.8838 | 0.9401 |
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- | No log | 6.1364 | 270 | 0.8802 | 0.4977 | 0.8802 | 0.9382 |
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- | No log | 6.1818 | 272 | 0.8966 | 0.4811 | 0.8966 | 0.9469 |
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- | No log | 6.2273 | 274 | 0.9284 | 0.4568 | 0.9284 | 0.9635 |
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- | No log | 6.2727 | 276 | 0.8843 | 0.4865 | 0.8843 | 0.9404 |
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- | No log | 6.3182 | 278 | 0.9706 | 0.3735 | 0.9706 | 0.9852 |
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- | No log | 6.3636 | 280 | 1.1681 | 0.3571 | 1.1681 | 1.0808 |
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- | No log | 6.4091 | 282 | 1.2110 | 0.3865 | 1.2110 | 1.1004 |
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- | No log | 6.4545 | 284 | 1.0179 | 0.3605 | 1.0179 | 1.0089 |
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- | No log | 6.5 | 286 | 0.9302 | 0.4176 | 0.9302 | 0.9645 |
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- | No log | 6.5455 | 288 | 0.9192 | 0.3733 | 0.9192 | 0.9587 |
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- | No log | 6.5909 | 290 | 0.9833 | 0.2654 | 0.9833 | 0.9916 |
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- | No log | 6.6364 | 292 | 0.9972 | 0.2424 | 0.9972 | 0.9986 |
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- | No log | 6.6818 | 294 | 0.9932 | 0.2469 | 0.9932 | 0.9966 |
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- | No log | 6.7273 | 296 | 0.9724 | 0.2469 | 0.9724 | 0.9861 |
200
- | No log | 6.7727 | 298 | 0.9284 | 0.3780 | 0.9284 | 0.9635 |
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- | No log | 6.8182 | 300 | 0.9108 | 0.5300 | 0.9108 | 0.9544 |
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- | No log | 6.8636 | 302 | 0.9374 | 0.5045 | 0.9374 | 0.9682 |
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- | No log | 6.9091 | 304 | 0.9464 | 0.4685 | 0.9464 | 0.9728 |
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- | No log | 6.9545 | 306 | 1.0300 | 0.3453 | 1.0300 | 1.0149 |
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- | No log | 7.0 | 308 | 1.1323 | 0.3370 | 1.1323 | 1.0641 |
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- | No log | 7.0455 | 310 | 1.2178 | 0.3550 | 1.2178 | 1.1035 |
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- | No log | 7.0909 | 312 | 1.1102 | 0.3410 | 1.1102 | 1.0537 |
208
- | No log | 7.1364 | 314 | 0.9361 | 0.3504 | 0.9361 | 0.9675 |
209
- | No log | 7.1818 | 316 | 0.9226 | 0.4982 | 0.9226 | 0.9605 |
210
- | No log | 7.2273 | 318 | 1.0300 | 0.4128 | 1.0300 | 1.0149 |
211
- | No log | 7.2727 | 320 | 0.9964 | 0.4034 | 0.9964 | 0.9982 |
212
- | No log | 7.3182 | 322 | 0.9229 | 0.3847 | 0.9229 | 0.9607 |
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- | No log | 7.3636 | 324 | 0.9493 | 0.2843 | 0.9493 | 0.9743 |
214
- | No log | 7.4091 | 326 | 1.0542 | 0.2382 | 1.0542 | 1.0267 |
215
- | No log | 7.4545 | 328 | 1.0506 | 0.2549 | 1.0506 | 1.0250 |
216
- | No log | 7.5 | 330 | 0.9629 | 0.2964 | 0.9629 | 0.9813 |
217
- | No log | 7.5455 | 332 | 0.9303 | 0.4077 | 0.9303 | 0.9645 |
218
- | No log | 7.5909 | 334 | 0.9343 | 0.4780 | 0.9343 | 0.9666 |
219
- | No log | 7.6364 | 336 | 0.9399 | 0.5143 | 0.9399 | 0.9695 |
220
- | No log | 7.6818 | 338 | 0.9560 | 0.4181 | 0.9560 | 0.9778 |
221
- | No log | 7.7273 | 340 | 0.9676 | 0.4359 | 0.9676 | 0.9837 |
222
- | No log | 7.7727 | 342 | 0.9789 | 0.3427 | 0.9789 | 0.9894 |
223
- | No log | 7.8182 | 344 | 0.9786 | 0.3719 | 0.9786 | 0.9892 |
224
- | No log | 7.8636 | 346 | 0.9740 | 0.4075 | 0.9740 | 0.9869 |
225
- | No log | 7.9091 | 348 | 0.9565 | 0.4180 | 0.9565 | 0.9780 |
226
- | No log | 7.9545 | 350 | 0.9565 | 0.4039 | 0.9565 | 0.9780 |
227
- | No log | 8.0 | 352 | 0.9546 | 0.4280 | 0.9546 | 0.9770 |
228
- | No log | 8.0455 | 354 | 0.9685 | 0.3263 | 0.9685 | 0.9841 |
229
- | No log | 8.0909 | 356 | 0.9696 | 0.3652 | 0.9696 | 0.9847 |
230
- | No log | 8.1364 | 358 | 0.9723 | 0.3615 | 0.9723 | 0.9861 |
231
- | No log | 8.1818 | 360 | 0.9937 | 0.3572 | 0.9937 | 0.9968 |
232
- | No log | 8.2273 | 362 | 0.9894 | 0.3947 | 0.9894 | 0.9947 |
233
- | No log | 8.2727 | 364 | 0.9512 | 0.3771 | 0.9512 | 0.9753 |
234
- | No log | 8.3182 | 366 | 0.9571 | 0.4002 | 0.9571 | 0.9783 |
235
- | No log | 8.3636 | 368 | 0.9488 | 0.4002 | 0.9488 | 0.9741 |
236
- | No log | 8.4091 | 370 | 0.9437 | 0.4220 | 0.9437 | 0.9714 |
237
- | No log | 8.4545 | 372 | 0.9552 | 0.4016 | 0.9552 | 0.9773 |
238
- | No log | 8.5 | 374 | 0.9449 | 0.4220 | 0.9449 | 0.9721 |
239
- | No log | 8.5455 | 376 | 0.9413 | 0.3652 | 0.9413 | 0.9702 |
240
- | No log | 8.5909 | 378 | 0.9609 | 0.4104 | 0.9609 | 0.9802 |
241
- | No log | 8.6364 | 380 | 0.9520 | 0.4143 | 0.9520 | 0.9757 |
242
- | No log | 8.6818 | 382 | 0.9277 | 0.4326 | 0.9277 | 0.9632 |
243
- | No log | 8.7273 | 384 | 0.9211 | 0.4454 | 0.9211 | 0.9598 |
244
- | No log | 8.7727 | 386 | 0.9082 | 0.4316 | 0.9082 | 0.9530 |
245
- | No log | 8.8182 | 388 | 0.9161 | 0.4039 | 0.9161 | 0.9571 |
246
- | No log | 8.8636 | 390 | 0.9219 | 0.4079 | 0.9219 | 0.9602 |
247
- | No log | 8.9091 | 392 | 0.9794 | 0.3149 | 0.9794 | 0.9897 |
248
- | No log | 8.9545 | 394 | 1.0090 | 0.3226 | 1.0090 | 1.0045 |
249
- | No log | 9.0 | 396 | 1.0183 | 0.3605 | 1.0183 | 1.0091 |
250
- | No log | 9.0455 | 398 | 0.9642 | 0.3768 | 0.9642 | 0.9819 |
251
- | No log | 9.0909 | 400 | 0.9264 | 0.4686 | 0.9264 | 0.9625 |
252
- | No log | 9.1364 | 402 | 0.9170 | 0.4084 | 0.9170 | 0.9576 |
253
- | No log | 9.1818 | 404 | 0.9194 | 0.4079 | 0.9194 | 0.9589 |
254
- | No log | 9.2273 | 406 | 0.9441 | 0.3338 | 0.9441 | 0.9716 |
255
- | No log | 9.2727 | 408 | 0.9236 | 0.3765 | 0.9236 | 0.9610 |
256
- | No log | 9.3182 | 410 | 0.8959 | 0.4120 | 0.8959 | 0.9465 |
257
- | No log | 9.3636 | 412 | 0.8910 | 0.4313 | 0.8910 | 0.9439 |
258
- | No log | 9.4091 | 414 | 0.8985 | 0.4993 | 0.8985 | 0.9479 |
259
- | No log | 9.4545 | 416 | 0.9627 | 0.3975 | 0.9627 | 0.9812 |
260
- | No log | 9.5 | 418 | 1.0297 | 0.4032 | 1.0297 | 1.0147 |
261
- | No log | 9.5455 | 420 | 0.9870 | 0.4008 | 0.9870 | 0.9935 |
262
- | No log | 9.5909 | 422 | 0.9496 | 0.3719 | 0.9496 | 0.9745 |
263
- | No log | 9.6364 | 424 | 0.9267 | 0.3584 | 0.9267 | 0.9627 |
264
- | No log | 9.6818 | 426 | 0.9397 | 0.3847 | 0.9397 | 0.9694 |
265
- | No log | 9.7273 | 428 | 0.9546 | 0.3448 | 0.9546 | 0.9770 |
266
- | No log | 9.7727 | 430 | 0.9356 | 0.3744 | 0.9356 | 0.9673 |
267
- | No log | 9.8182 | 432 | 0.9389 | 0.3310 | 0.9389 | 0.9690 |
268
- | No log | 9.8636 | 434 | 0.9526 | 0.3338 | 0.9526 | 0.9760 |
269
- | No log | 9.9091 | 436 | 0.9326 | 0.3338 | 0.9326 | 0.9657 |
270
- | No log | 9.9545 | 438 | 0.8861 | 0.4609 | 0.8861 | 0.9414 |
271
- | No log | 10.0 | 440 | 0.8808 | 0.4534 | 0.8808 | 0.9385 |
272
- | No log | 10.0455 | 442 | 0.8825 | 0.4603 | 0.8825 | 0.9394 |
273
- | No log | 10.0909 | 444 | 0.8793 | 0.4181 | 0.8793 | 0.9377 |
274
- | No log | 10.1364 | 446 | 0.8902 | 0.4526 | 0.8902 | 0.9435 |
275
- | No log | 10.1818 | 448 | 0.9174 | 0.3821 | 0.9174 | 0.9578 |
276
- | No log | 10.2273 | 450 | 0.9449 | 0.3559 | 0.9449 | 0.9721 |
277
- | No log | 10.2727 | 452 | 0.9286 | 0.3771 | 0.9286 | 0.9636 |
278
- | No log | 10.3182 | 454 | 0.9371 | 0.3909 | 0.9371 | 0.9680 |
279
- | No log | 10.3636 | 456 | 0.9511 | 0.3956 | 0.9511 | 0.9752 |
280
- | No log | 10.4091 | 458 | 0.9360 | 0.3814 | 0.9360 | 0.9675 |
281
- | No log | 10.4545 | 460 | 0.9215 | 0.4423 | 0.9215 | 0.9600 |
282
- | No log | 10.5 | 462 | 0.9491 | 0.3908 | 0.9491 | 0.9742 |
283
- | No log | 10.5455 | 464 | 1.0765 | 0.3478 | 1.0765 | 1.0375 |
284
- | No log | 10.5909 | 466 | 1.1397 | 0.2963 | 1.1397 | 1.0676 |
285
- | No log | 10.6364 | 468 | 1.0725 | 0.2876 | 1.0725 | 1.0356 |
286
- | No log | 10.6818 | 470 | 0.9722 | 0.3681 | 0.9722 | 0.9860 |
287
- | No log | 10.7273 | 472 | 0.9655 | 0.3943 | 0.9655 | 0.9826 |
288
- | No log | 10.7727 | 474 | 0.9759 | 0.3829 | 0.9759 | 0.9879 |
289
- | No log | 10.8182 | 476 | 1.0381 | 0.3074 | 1.0381 | 1.0189 |
290
- | No log | 10.8636 | 478 | 1.0388 | 0.2779 | 1.0388 | 1.0192 |
291
- | No log | 10.9091 | 480 | 0.9869 | 0.3399 | 0.9869 | 0.9934 |
292
- | No log | 10.9545 | 482 | 0.9857 | 0.3685 | 0.9857 | 0.9928 |
293
- | No log | 11.0 | 484 | 0.9848 | 0.3787 | 0.9848 | 0.9924 |
294
- | No log | 11.0455 | 486 | 0.9778 | 0.3685 | 0.9778 | 0.9888 |
295
- | No log | 11.0909 | 488 | 0.9720 | 0.3250 | 0.9720 | 0.9859 |
296
- | No log | 11.1364 | 490 | 0.9541 | 0.3925 | 0.9541 | 0.9768 |
297
- | No log | 11.1818 | 492 | 0.9459 | 0.3753 | 0.9459 | 0.9726 |
298
- | No log | 11.2273 | 494 | 0.9378 | 0.3753 | 0.9378 | 0.9684 |
299
- | No log | 11.2727 | 496 | 0.9279 | 0.3723 | 0.9279 | 0.9633 |
300
- | No log | 11.3182 | 498 | 0.9325 | 0.3529 | 0.9325 | 0.9657 |
301
- | 0.3104 | 11.3636 | 500 | 0.9604 | 0.3243 | 0.9604 | 0.9800 |
302
- | 0.3104 | 11.4091 | 502 | 0.9638 | 0.3243 | 0.9638 | 0.9817 |
303
- | 0.3104 | 11.4545 | 504 | 0.9249 | 0.3199 | 0.9249 | 0.9617 |
304
- | 0.3104 | 11.5 | 506 | 0.9144 | 0.4324 | 0.9144 | 0.9562 |
305
- | 0.3104 | 11.5455 | 508 | 0.9344 | 0.3086 | 0.9344 | 0.9666 |
306
- | 0.3104 | 11.5909 | 510 | 0.9523 | 0.2747 | 0.9523 | 0.9759 |
307
- | 0.3104 | 11.6364 | 512 | 0.9976 | 0.2685 | 0.9976 | 0.9988 |
308
- | 0.3104 | 11.6818 | 514 | 1.0581 | 0.2806 | 1.0581 | 1.0286 |
309
- | 0.3104 | 11.7273 | 516 | 1.1710 | 0.3275 | 1.1710 | 1.0821 |
310
- | 0.3104 | 11.7727 | 518 | 1.1154 | 0.3410 | 1.1154 | 1.0561 |
311
- | 0.3104 | 11.8182 | 520 | 0.9866 | 0.3448 | 0.9866 | 0.9933 |
312
- | 0.3104 | 11.8636 | 522 | 0.9580 | 0.4388 | 0.9580 | 0.9788 |
313
- | 0.3104 | 11.9091 | 524 | 0.9559 | 0.4548 | 0.9559 | 0.9777 |
314
- | 0.3104 | 11.9545 | 526 | 0.9439 | 0.4257 | 0.9439 | 0.9715 |
315
- | 0.3104 | 12.0 | 528 | 0.9936 | 0.2417 | 0.9936 | 0.9968 |
316
- | 0.3104 | 12.0455 | 530 | 1.0242 | 0.2961 | 1.0242 | 1.0120 |
317
- | 0.3104 | 12.0909 | 532 | 0.9517 | 0.2939 | 0.9517 | 0.9756 |
318
- | 0.3104 | 12.1364 | 534 | 0.9008 | 0.4455 | 0.9008 | 0.9491 |
319
- | 0.3104 | 12.1818 | 536 | 0.8966 | 0.4455 | 0.8966 | 0.9469 |
320
- | 0.3104 | 12.2273 | 538 | 0.9210 | 0.4242 | 0.9210 | 0.9597 |
321
- | 0.3104 | 12.2727 | 540 | 0.9022 | 0.4620 | 0.9022 | 0.9498 |
322
- | 0.3104 | 12.3182 | 542 | 0.8754 | 0.4257 | 0.8754 | 0.9357 |
323
- | 0.3104 | 12.3636 | 544 | 0.9397 | 0.3850 | 0.9397 | 0.9694 |
324
- | 0.3104 | 12.4091 | 546 | 1.0901 | 0.3439 | 1.0901 | 1.0441 |
325
- | 0.3104 | 12.4545 | 548 | 1.0279 | 0.4137 | 1.0279 | 1.0139 |
326
- | 0.3104 | 12.5 | 550 | 0.9006 | 0.3869 | 0.9006 | 0.9490 |
327
- | 0.3104 | 12.5455 | 552 | 0.8741 | 0.4257 | 0.8741 | 0.9349 |
328
- | 0.3104 | 12.5909 | 554 | 0.8803 | 0.5080 | 0.8803 | 0.9383 |
329
- | 0.3104 | 12.6364 | 556 | 0.8634 | 0.5080 | 0.8634 | 0.9292 |
330
- | 0.3104 | 12.6818 | 558 | 0.8448 | 0.4485 | 0.8448 | 0.9191 |
331
- | 0.3104 | 12.7273 | 560 | 0.8691 | 0.4019 | 0.8691 | 0.9323 |
332
- | 0.3104 | 12.7727 | 562 | 0.8693 | 0.3830 | 0.8693 | 0.9324 |
333
- | 0.3104 | 12.8182 | 564 | 0.8822 | 0.4385 | 0.8822 | 0.9393 |
334
- | 0.3104 | 12.8636 | 566 | 0.9100 | 0.4385 | 0.9100 | 0.9540 |
335
- | 0.3104 | 12.9091 | 568 | 0.9172 | 0.4140 | 0.9172 | 0.9577 |
336
- | 0.3104 | 12.9545 | 570 | 0.9137 | 0.3830 | 0.9137 | 0.9559 |
337
- | 0.3104 | 13.0 | 572 | 0.9697 | 0.3714 | 0.9697 | 0.9847 |
338
- | 0.3104 | 13.0455 | 574 | 0.9870 | 0.4136 | 0.9870 | 0.9935 |
339
- | 0.3104 | 13.0909 | 576 | 0.9649 | 0.4068 | 0.9649 | 0.9823 |
340
- | 0.3104 | 13.1364 | 578 | 0.9927 | 0.4256 | 0.9927 | 0.9964 |
341
- | 0.3104 | 13.1818 | 580 | 0.9565 | 0.4454 | 0.9565 | 0.9780 |
342
- | 0.3104 | 13.2273 | 582 | 0.9143 | 0.4415 | 0.9143 | 0.9562 |
343
- | 0.3104 | 13.2727 | 584 | 0.9219 | 0.3205 | 0.9219 | 0.9601 |
344
- | 0.3104 | 13.3182 | 586 | 0.9357 | 0.3478 | 0.9357 | 0.9673 |
345
- | 0.3104 | 13.3636 | 588 | 0.9543 | 0.3217 | 0.9543 | 0.9769 |
346
- | 0.3104 | 13.4091 | 590 | 0.9463 | 0.2763 | 0.9463 | 0.9728 |
347
- | 0.3104 | 13.4545 | 592 | 0.9668 | 0.2963 | 0.9668 | 0.9833 |
348
- | 0.3104 | 13.5 | 594 | 1.0048 | 0.3365 | 1.0048 | 1.0024 |
349
- | 0.3104 | 13.5455 | 596 | 0.9752 | 0.2618 | 0.9752 | 0.9875 |
350
- | 0.3104 | 13.5909 | 598 | 0.9394 | 0.3728 | 0.9394 | 0.9692 |
351
- | 0.3104 | 13.6364 | 600 | 0.9375 | 0.3838 | 0.9375 | 0.9683 |
352
- | 0.3104 | 13.6818 | 602 | 0.9411 | 0.3920 | 0.9411 | 0.9701 |
353
- | 0.3104 | 13.7273 | 604 | 0.9913 | 0.3887 | 0.9913 | 0.9956 |
354
- | 0.3104 | 13.7727 | 606 | 1.0534 | 0.4048 | 1.0534 | 1.0264 |
355
- | 0.3104 | 13.8182 | 608 | 1.0244 | 0.4048 | 1.0244 | 1.0121 |
356
- | 0.3104 | 13.8636 | 610 | 0.9593 | 0.3476 | 0.9593 | 0.9794 |
357
- | 0.3104 | 13.9091 | 612 | 0.9462 | 0.3390 | 0.9462 | 0.9727 |
358
- | 0.3104 | 13.9545 | 614 | 0.9409 | 0.3885 | 0.9409 | 0.9700 |
359
- | 0.3104 | 14.0 | 616 | 0.9433 | 0.4023 | 0.9433 | 0.9712 |
360
- | 0.3104 | 14.0455 | 618 | 0.9579 | 0.4007 | 0.9579 | 0.9787 |
361
- | 0.3104 | 14.0909 | 620 | 1.0089 | 0.3624 | 1.0089 | 1.0044 |
362
- | 0.3104 | 14.1364 | 622 | 1.0274 | 0.3744 | 1.0274 | 1.0136 |
363
- | 0.3104 | 14.1818 | 624 | 0.9965 | 0.2618 | 0.9965 | 0.9983 |
364
- | 0.3104 | 14.2273 | 626 | 0.9830 | 0.3230 | 0.9830 | 0.9915 |
365
- | 0.3104 | 14.2727 | 628 | 0.9808 | 0.3327 | 0.9808 | 0.9903 |
366
- | 0.3104 | 14.3182 | 630 | 0.9781 | 0.3337 | 0.9781 | 0.9890 |
367
- | 0.3104 | 14.3636 | 632 | 0.9857 | 0.2618 | 0.9857 | 0.9928 |
368
- | 0.3104 | 14.4091 | 634 | 1.0327 | 0.2718 | 1.0327 | 1.0162 |
369
- | 0.3104 | 14.4545 | 636 | 1.0306 | 0.2796 | 1.0306 | 1.0152 |
370
- | 0.3104 | 14.5 | 638 | 0.9673 | 0.3154 | 0.9673 | 0.9835 |
371
- | 0.3104 | 14.5455 | 640 | 0.9534 | 0.3692 | 0.9534 | 0.9764 |
372
- | 0.3104 | 14.5909 | 642 | 0.9714 | 0.2892 | 0.9714 | 0.9856 |
373
- | 0.3104 | 14.6364 | 644 | 1.0292 | 0.2622 | 1.0292 | 1.0145 |
374
- | 0.3104 | 14.6818 | 646 | 1.0382 | 0.2622 | 1.0382 | 1.0189 |
375
- | 0.3104 | 14.7273 | 648 | 0.9798 | 0.2716 | 0.9798 | 0.9899 |
376
- | 0.3104 | 14.7727 | 650 | 1.0054 | 0.3363 | 1.0054 | 1.0027 |
377
- | 0.3104 | 14.8182 | 652 | 1.0687 | 0.3738 | 1.0687 | 1.0338 |
378
- | 0.3104 | 14.8636 | 654 | 1.0683 | 0.3738 | 1.0683 | 1.0336 |
379
- | 0.3104 | 14.9091 | 656 | 1.0174 | 0.3796 | 1.0174 | 1.0086 |
380
- | 0.3104 | 14.9545 | 658 | 1.0409 | 0.2476 | 1.0409 | 1.0202 |
381
- | 0.3104 | 15.0 | 660 | 1.2323 | 0.2918 | 1.2323 | 1.1101 |
382
- | 0.3104 | 15.0455 | 662 | 1.4457 | 0.3269 | 1.4457 | 1.2024 |
383
- | 0.3104 | 15.0909 | 664 | 1.4333 | 0.3540 | 1.4333 | 1.1972 |
384
- | 0.3104 | 15.1364 | 666 | 1.2502 | 0.3108 | 1.2502 | 1.1181 |
385
- | 0.3104 | 15.1818 | 668 | 1.0230 | 0.2796 | 1.0230 | 1.0114 |
386
- | 0.3104 | 15.2273 | 670 | 0.9665 | 0.3695 | 0.9665 | 0.9831 |
387
- | 0.3104 | 15.2727 | 672 | 0.9833 | 0.4142 | 0.9833 | 0.9916 |
388
- | 0.3104 | 15.3182 | 674 | 0.9656 | 0.3787 | 0.9656 | 0.9827 |
389
- | 0.3104 | 15.3636 | 676 | 0.9500 | 0.3525 | 0.9500 | 0.9747 |
390
- | 0.3104 | 15.4091 | 678 | 0.9670 | 0.3256 | 0.9670 | 0.9834 |
391
- | 0.3104 | 15.4545 | 680 | 1.0171 | 0.3078 | 1.0171 | 1.0085 |
392
- | 0.3104 | 15.5 | 682 | 1.0362 | 0.2657 | 1.0362 | 1.0179 |
393
- | 0.3104 | 15.5455 | 684 | 0.9992 | 0.2654 | 0.9992 | 0.9996 |
394
- | 0.3104 | 15.5909 | 686 | 0.9900 | 0.2732 | 0.9900 | 0.9950 |
395
- | 0.3104 | 15.6364 | 688 | 1.0110 | 0.3237 | 1.0110 | 1.0055 |
396
 
397
 
398
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k10_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k10_task2_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: 1.0245
19
+ - Qwk: 0.3317
20
+ - Mse: 1.0245
21
+ - Rmse: 1.0122
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0392 | 2 | 4.7595 | 0.0010 | 4.7595 | 2.1816 |
53
+ | No log | 0.0784 | 4 | 2.8432 | -0.0321 | 2.8432 | 1.6862 |
54
+ | No log | 0.1176 | 6 | 1.8787 | 0.0198 | 1.8787 | 1.3706 |
55
+ | No log | 0.1569 | 8 | 1.4779 | -0.0074 | 1.4779 | 1.2157 |
56
+ | No log | 0.1961 | 10 | 1.4713 | -0.0741 | 1.4713 | 1.2130 |
57
+ | No log | 0.2353 | 12 | 1.4016 | 0.0247 | 1.4016 | 1.1839 |
58
+ | No log | 0.2745 | 14 | 1.3291 | 0.1643 | 1.3291 | 1.1529 |
59
+ | No log | 0.3137 | 16 | 1.5252 | 0.0169 | 1.5252 | 1.2350 |
60
+ | No log | 0.3529 | 18 | 1.6458 | 0.0317 | 1.6458 | 1.2829 |
61
+ | No log | 0.3922 | 20 | 1.1507 | 0.2740 | 1.1507 | 1.0727 |
62
+ | No log | 0.4314 | 22 | 1.2260 | 0.1448 | 1.2260 | 1.1073 |
63
+ | No log | 0.4706 | 24 | 1.4160 | 0.0587 | 1.4160 | 1.1899 |
64
+ | No log | 0.5098 | 26 | 1.2604 | 0.1448 | 1.2604 | 1.1227 |
65
+ | No log | 0.5490 | 28 | 1.2184 | 0.1848 | 1.2184 | 1.1038 |
66
+ | No log | 0.5882 | 30 | 1.4695 | 0.2058 | 1.4695 | 1.2122 |
67
+ | No log | 0.6275 | 32 | 2.0556 | -0.0335 | 2.0556 | 1.4337 |
68
+ | No log | 0.6667 | 34 | 2.8162 | 0.0332 | 2.8162 | 1.6781 |
69
+ | No log | 0.7059 | 36 | 3.3867 | 0.0240 | 3.3867 | 1.8403 |
70
+ | No log | 0.7451 | 38 | 2.7699 | 0.0610 | 2.7699 | 1.6643 |
71
+ | No log | 0.7843 | 40 | 2.2447 | 0.1389 | 2.2447 | 1.4982 |
72
+ | No log | 0.8235 | 42 | 2.0673 | 0.2390 | 2.0673 | 1.4378 |
73
+ | No log | 0.8627 | 44 | 1.6405 | 0.0925 | 1.6405 | 1.2808 |
74
+ | No log | 0.9020 | 46 | 1.2470 | 0.2678 | 1.2470 | 1.1167 |
75
+ | No log | 0.9412 | 48 | 1.1505 | 0.1999 | 1.1505 | 1.0726 |
76
+ | No log | 0.9804 | 50 | 1.0864 | 0.2684 | 1.0864 | 1.0423 |
77
+ | No log | 1.0196 | 52 | 1.0924 | 0.2684 | 1.0924 | 1.0452 |
78
+ | No log | 1.0588 | 54 | 1.1446 | 0.2095 | 1.1446 | 1.0699 |
79
+ | No log | 1.0980 | 56 | 1.2434 | 0.1904 | 1.2434 | 1.1151 |
80
+ | No log | 1.1373 | 58 | 1.2905 | 0.2473 | 1.2905 | 1.1360 |
81
+ | No log | 1.1765 | 60 | 1.3253 | 0.2411 | 1.3253 | 1.1512 |
82
+ | No log | 1.2157 | 62 | 1.5638 | 0.2554 | 1.5638 | 1.2505 |
83
+ | No log | 1.2549 | 64 | 1.6091 | 0.1730 | 1.6091 | 1.2685 |
84
+ | No log | 1.2941 | 66 | 1.6146 | 0.2154 | 1.6146 | 1.2707 |
85
+ | No log | 1.3333 | 68 | 1.4999 | 0.1615 | 1.4999 | 1.2247 |
86
+ | No log | 1.3725 | 70 | 1.2729 | 0.1748 | 1.2729 | 1.1282 |
87
+ | No log | 1.4118 | 72 | 1.2330 | 0.1943 | 1.2330 | 1.1104 |
88
+ | No log | 1.4510 | 74 | 1.3983 | 0.2634 | 1.3983 | 1.1825 |
89
+ | No log | 1.4902 | 76 | 1.7567 | 0.1952 | 1.7567 | 1.3254 |
90
+ | No log | 1.5294 | 78 | 1.6850 | 0.2057 | 1.6850 | 1.2981 |
91
+ | No log | 1.5686 | 80 | 1.3226 | 0.2438 | 1.3226 | 1.1500 |
92
+ | No log | 1.6078 | 82 | 1.1073 | 0.3536 | 1.1073 | 1.0523 |
93
+ | No log | 1.6471 | 84 | 1.0283 | 0.3830 | 1.0283 | 1.0140 |
94
+ | No log | 1.6863 | 86 | 0.9352 | 0.3059 | 0.9352 | 0.9671 |
95
+ | No log | 1.7255 | 88 | 0.9797 | 0.3365 | 0.9797 | 0.9898 |
96
+ | No log | 1.7647 | 90 | 1.0432 | 0.3744 | 1.0432 | 1.0214 |
97
+ | No log | 1.8039 | 92 | 1.1862 | 0.3277 | 1.1862 | 1.0891 |
98
+ | No log | 1.8431 | 94 | 1.5212 | 0.3109 | 1.5212 | 1.2334 |
99
+ | No log | 1.8824 | 96 | 1.7756 | 0.2401 | 1.7756 | 1.3325 |
100
+ | No log | 1.9216 | 98 | 1.6635 | 0.2565 | 1.6635 | 1.2898 |
101
+ | No log | 1.9608 | 100 | 1.4495 | 0.3581 | 1.4495 | 1.2040 |
102
+ | No log | 2.0 | 102 | 1.3491 | 0.3748 | 1.3491 | 1.1615 |
103
+ | No log | 2.0392 | 104 | 1.1650 | 0.3660 | 1.1650 | 1.0794 |
104
+ | No log | 2.0784 | 106 | 1.1428 | 0.3117 | 1.1428 | 1.0690 |
105
+ | No log | 2.1176 | 108 | 1.0567 | 0.3330 | 1.0567 | 1.0280 |
106
+ | No log | 2.1569 | 110 | 1.0925 | 0.3188 | 1.0925 | 1.0452 |
107
+ | No log | 2.1961 | 112 | 1.2070 | 0.1851 | 1.2070 | 1.0986 |
108
+ | No log | 2.2353 | 114 | 1.0862 | 0.2797 | 1.0862 | 1.0422 |
109
+ | No log | 2.2745 | 116 | 0.9909 | 0.3699 | 0.9909 | 0.9954 |
110
+ | No log | 2.3137 | 118 | 1.1116 | 0.2532 | 1.1116 | 1.0543 |
111
+ | No log | 2.3529 | 120 | 1.2674 | 0.2362 | 1.2674 | 1.1258 |
112
+ | No log | 2.3922 | 122 | 1.1998 | 0.2799 | 1.1998 | 1.0953 |
113
+ | No log | 2.4314 | 124 | 1.0262 | 0.3696 | 1.0262 | 1.0130 |
114
+ | No log | 2.4706 | 126 | 0.9120 | 0.4136 | 0.9120 | 0.9550 |
115
+ | No log | 2.5098 | 128 | 0.9730 | 0.4063 | 0.9730 | 0.9864 |
116
+ | No log | 2.5490 | 130 | 1.3177 | 0.3549 | 1.3177 | 1.1479 |
117
+ | No log | 2.5882 | 132 | 1.4446 | 0.2814 | 1.4446 | 1.2019 |
118
+ | No log | 2.6275 | 134 | 1.4002 | 0.2929 | 1.4002 | 1.1833 |
119
+ | No log | 2.6667 | 136 | 1.2614 | 0.2823 | 1.2614 | 1.1231 |
120
+ | No log | 2.7059 | 138 | 1.2108 | 0.2366 | 1.2108 | 1.1004 |
121
+ | No log | 2.7451 | 140 | 0.9545 | 0.4475 | 0.9545 | 0.9770 |
122
+ | No log | 2.7843 | 142 | 0.8952 | 0.4879 | 0.8952 | 0.9461 |
123
+ | No log | 2.8235 | 144 | 0.8983 | 0.4929 | 0.8983 | 0.9478 |
124
+ | No log | 2.8627 | 146 | 1.0413 | 0.3471 | 1.0413 | 1.0204 |
125
+ | No log | 2.9020 | 148 | 1.0837 | 0.3601 | 1.0837 | 1.0410 |
126
+ | No log | 2.9412 | 150 | 1.2474 | 0.3148 | 1.2474 | 1.1169 |
127
+ | No log | 2.9804 | 152 | 1.1952 | 0.2784 | 1.1952 | 1.0932 |
128
+ | No log | 3.0196 | 154 | 0.9224 | 0.4604 | 0.9224 | 0.9604 |
129
+ | No log | 3.0588 | 156 | 0.7861 | 0.4220 | 0.7861 | 0.8866 |
130
+ | No log | 3.0980 | 158 | 0.8693 | 0.3822 | 0.8693 | 0.9324 |
131
+ | No log | 3.1373 | 160 | 0.8926 | 0.4116 | 0.8926 | 0.9448 |
132
+ | No log | 3.1765 | 162 | 0.8522 | 0.4737 | 0.8522 | 0.9232 |
133
+ | No log | 3.2157 | 164 | 0.8627 | 0.4465 | 0.8627 | 0.9288 |
134
+ | No log | 3.2549 | 166 | 0.8275 | 0.4772 | 0.8275 | 0.9097 |
135
+ | No log | 3.2941 | 168 | 0.7885 | 0.4960 | 0.7885 | 0.8880 |
136
+ | No log | 3.3333 | 170 | 0.7906 | 0.5061 | 0.7906 | 0.8892 |
137
+ | No log | 3.3725 | 172 | 0.8219 | 0.5061 | 0.8219 | 0.9066 |
138
+ | No log | 3.4118 | 174 | 0.8661 | 0.4527 | 0.8661 | 0.9306 |
139
+ | No log | 3.4510 | 176 | 0.8817 | 0.4429 | 0.8817 | 0.9390 |
140
+ | No log | 3.4902 | 178 | 1.0053 | 0.3933 | 1.0053 | 1.0026 |
141
+ | No log | 3.5294 | 180 | 1.3627 | 0.3148 | 1.3627 | 1.1674 |
142
+ | No log | 3.5686 | 182 | 1.6634 | 0.3485 | 1.6634 | 1.2897 |
143
+ | No log | 3.6078 | 184 | 1.5442 | 0.3679 | 1.5442 | 1.2426 |
144
+ | No log | 3.6471 | 186 | 1.3908 | 0.3852 | 1.3908 | 1.1793 |
145
+ | No log | 3.6863 | 188 | 1.0187 | 0.4030 | 1.0187 | 1.0093 |
146
+ | No log | 3.7255 | 190 | 0.8718 | 0.4404 | 0.8718 | 0.9337 |
147
+ | No log | 3.7647 | 192 | 0.8832 | 0.4371 | 0.8832 | 0.9398 |
148
+ | No log | 3.8039 | 194 | 0.9647 | 0.3519 | 0.9647 | 0.9822 |
149
+ | No log | 3.8431 | 196 | 0.9743 | 0.4175 | 0.9743 | 0.9871 |
150
+ | No log | 3.8824 | 198 | 0.9850 | 0.4175 | 0.9850 | 0.9925 |
151
+ | No log | 3.9216 | 200 | 1.0933 | 0.3697 | 1.0933 | 1.0456 |
152
+ | No log | 3.9608 | 202 | 1.1444 | 0.3024 | 1.1444 | 1.0697 |
153
+ | No log | 4.0 | 204 | 1.1056 | 0.3872 | 1.1056 | 1.0515 |
154
+ | No log | 4.0392 | 206 | 0.9949 | 0.4212 | 0.9949 | 0.9975 |
155
+ | No log | 4.0784 | 208 | 0.9371 | 0.4098 | 0.9371 | 0.9680 |
156
+ | No log | 4.1176 | 210 | 0.9695 | 0.5050 | 0.9695 | 0.9846 |
157
+ | No log | 4.1569 | 212 | 1.0272 | 0.4906 | 1.0272 | 1.0135 |
158
+ | No log | 4.1961 | 214 | 0.9283 | 0.4735 | 0.9283 | 0.9635 |
159
+ | No log | 4.2353 | 216 | 0.8563 | 0.4271 | 0.8563 | 0.9254 |
160
+ | No log | 4.2745 | 218 | 0.7812 | 0.5044 | 0.7812 | 0.8838 |
161
+ | No log | 4.3137 | 220 | 0.7874 | 0.4813 | 0.7874 | 0.8873 |
162
+ | No log | 4.3529 | 222 | 0.8547 | 0.4039 | 0.8547 | 0.9245 |
163
+ | No log | 4.3922 | 224 | 0.9080 | 0.4347 | 0.9080 | 0.9529 |
164
+ | No log | 4.4314 | 226 | 0.8978 | 0.4570 | 0.8978 | 0.9475 |
165
+ | No log | 4.4706 | 228 | 0.9785 | 0.4347 | 0.9785 | 0.9892 |
166
+ | No log | 4.5098 | 230 | 0.8680 | 0.4590 | 0.8680 | 0.9317 |
167
+ | No log | 4.5490 | 232 | 0.8694 | 0.4590 | 0.8694 | 0.9324 |
168
+ | No log | 4.5882 | 234 | 0.9986 | 0.3696 | 0.9986 | 0.9993 |
169
+ | No log | 4.6275 | 236 | 1.0136 | 0.3696 | 1.0136 | 1.0068 |
170
+ | No log | 4.6667 | 238 | 0.8919 | 0.4273 | 0.8919 | 0.9444 |
171
+ | No log | 4.7059 | 240 | 0.8568 | 0.4273 | 0.8568 | 0.9257 |
172
+ | No log | 4.7451 | 242 | 0.8042 | 0.4780 | 0.8042 | 0.8968 |
173
+ | No log | 4.7843 | 244 | 0.8114 | 0.5421 | 0.8114 | 0.9008 |
174
+ | No log | 4.8235 | 246 | 0.8023 | 0.5351 | 0.8023 | 0.8957 |
175
+ | No log | 4.8627 | 248 | 0.9584 | 0.4537 | 0.9584 | 0.9790 |
176
+ | No log | 4.9020 | 250 | 1.1512 | 0.4310 | 1.1512 | 1.0729 |
177
+ | No log | 4.9412 | 252 | 1.0358 | 0.4387 | 1.0358 | 1.0177 |
178
+ | No log | 4.9804 | 254 | 0.8653 | 0.3947 | 0.8653 | 0.9302 |
179
+ | No log | 5.0196 | 256 | 0.7989 | 0.4120 | 0.7989 | 0.8938 |
180
+ | No log | 5.0588 | 258 | 0.8111 | 0.4258 | 0.8111 | 0.9006 |
181
+ | No log | 5.0980 | 260 | 0.9371 | 0.3930 | 0.9371 | 0.9681 |
182
+ | No log | 5.1373 | 262 | 1.0573 | 0.4272 | 1.0573 | 1.0282 |
183
+ | No log | 5.1765 | 264 | 1.0232 | 0.4387 | 1.0232 | 1.0116 |
184
+ | No log | 5.2157 | 266 | 0.8924 | 0.4774 | 0.8924 | 0.9447 |
185
+ | No log | 5.2549 | 268 | 0.8430 | 0.4686 | 0.8430 | 0.9181 |
186
+ | No log | 5.2941 | 270 | 0.8914 | 0.4976 | 0.8914 | 0.9442 |
187
+ | No log | 5.3333 | 272 | 0.9300 | 0.4932 | 0.9300 | 0.9644 |
188
+ | No log | 5.3725 | 274 | 0.9334 | 0.4406 | 0.9334 | 0.9661 |
189
+ | No log | 5.4118 | 276 | 0.8767 | 0.4235 | 0.8767 | 0.9363 |
190
+ | No log | 5.4510 | 278 | 0.8823 | 0.3855 | 0.8823 | 0.9393 |
191
+ | No log | 5.4902 | 280 | 0.8462 | 0.4019 | 0.8462 | 0.9199 |
192
+ | No log | 5.5294 | 282 | 0.8536 | 0.4280 | 0.8536 | 0.9239 |
193
+ | No log | 5.5686 | 284 | 0.8511 | 0.4321 | 0.8511 | 0.9225 |
194
+ | No log | 5.6078 | 286 | 0.8951 | 0.3855 | 0.8951 | 0.9461 |
195
+ | No log | 5.6471 | 288 | 0.9930 | 0.3774 | 0.9930 | 0.9965 |
196
+ | No log | 5.6863 | 290 | 0.9548 | 0.3699 | 0.9548 | 0.9772 |
197
+ | No log | 5.7255 | 292 | 0.8515 | 0.4118 | 0.8515 | 0.9228 |
198
+ | No log | 5.7647 | 294 | 0.8362 | 0.5028 | 0.8362 | 0.9144 |
199
+ | No log | 5.8039 | 296 | 0.8375 | 0.4927 | 0.8375 | 0.9152 |
200
+ | No log | 5.8431 | 298 | 0.9116 | 0.3418 | 0.9116 | 0.9548 |
201
+ | No log | 5.8824 | 300 | 1.0279 | 0.3590 | 1.0279 | 1.0139 |
202
+ | No log | 5.9216 | 302 | 0.9909 | 0.3340 | 0.9909 | 0.9955 |
203
+ | No log | 5.9608 | 304 | 0.8735 | 0.3457 | 0.8735 | 0.9346 |
204
+ | No log | 6.0 | 306 | 0.8446 | 0.3714 | 0.8446 | 0.9190 |
205
+ | No log | 6.0392 | 308 | 0.9083 | 0.4154 | 0.9083 | 0.9530 |
206
+ | No log | 6.0784 | 310 | 1.0631 | 0.3986 | 1.0631 | 1.0311 |
207
+ | No log | 6.1176 | 312 | 1.0938 | 0.3977 | 1.0938 | 1.0458 |
208
+ | No log | 6.1569 | 314 | 0.9595 | 0.5102 | 0.9595 | 0.9795 |
209
+ | No log | 6.1961 | 316 | 0.8179 | 0.4491 | 0.8179 | 0.9044 |
210
+ | No log | 6.2353 | 318 | 0.8166 | 0.4356 | 0.8166 | 0.9037 |
211
+ | No log | 6.2745 | 320 | 0.8475 | 0.3723 | 0.8475 | 0.9206 |
212
+ | No log | 6.3137 | 322 | 0.9533 | 0.3083 | 0.9533 | 0.9764 |
213
+ | No log | 6.3529 | 324 | 1.0236 | 0.3340 | 1.0236 | 1.0117 |
214
+ | No log | 6.3922 | 326 | 0.9687 | 0.2984 | 0.9687 | 0.9842 |
215
+ | No log | 6.4314 | 328 | 0.8917 | 0.3411 | 0.8917 | 0.9443 |
216
+ | No log | 6.4706 | 330 | 0.8963 | 0.3873 | 0.8963 | 0.9467 |
217
+ | No log | 6.5098 | 332 | 0.9395 | 0.3157 | 0.9395 | 0.9693 |
218
+ | No log | 6.5490 | 334 | 1.0195 | 0.2395 | 1.0195 | 1.0097 |
219
+ | No log | 6.5882 | 336 | 0.9853 | 0.2687 | 0.9853 | 0.9926 |
220
+ | No log | 6.6275 | 338 | 0.9386 | 0.3411 | 0.9386 | 0.9688 |
221
+ | No log | 6.6667 | 340 | 0.9008 | 0.4036 | 0.9008 | 0.9491 |
222
+ | No log | 6.7059 | 342 | 0.8921 | 0.3974 | 0.8921 | 0.9445 |
223
+ | No log | 6.7451 | 344 | 0.9168 | 0.3411 | 0.9168 | 0.9575 |
224
+ | No log | 6.7843 | 346 | 0.9406 | 0.3824 | 0.9406 | 0.9698 |
225
+ | No log | 6.8235 | 348 | 0.9233 | 0.3737 | 0.9233 | 0.9609 |
226
+ | No log | 6.8627 | 350 | 0.9306 | 0.4214 | 0.9306 | 0.9647 |
227
+ | No log | 6.9020 | 352 | 0.9956 | 0.4096 | 0.9956 | 0.9978 |
228
+ | No log | 6.9412 | 354 | 1.1019 | 0.3491 | 1.1019 | 1.0497 |
229
+ | No log | 6.9804 | 356 | 1.1467 | 0.3772 | 1.1467 | 1.0709 |
230
+ | No log | 7.0196 | 358 | 1.0408 | 0.3525 | 1.0408 | 1.0202 |
231
+ | No log | 7.0588 | 360 | 0.9269 | 0.3529 | 0.9269 | 0.9627 |
232
+ | No log | 7.0980 | 362 | 0.9534 | 0.3302 | 0.9534 | 0.9764 |
233
+ | No log | 7.1373 | 364 | 0.9720 | 0.3302 | 0.9720 | 0.9859 |
234
+ | No log | 7.1765 | 366 | 1.0097 | 0.3302 | 1.0097 | 1.0049 |
235
+ | No log | 7.2157 | 368 | 1.0820 | 0.3056 | 1.0820 | 1.0402 |
236
+ | No log | 7.2549 | 370 | 1.0757 | 0.3056 | 1.0757 | 1.0372 |
237
+ | No log | 7.2941 | 372 | 1.0226 | 0.3365 | 1.0226 | 1.0112 |
238
+ | No log | 7.3333 | 374 | 0.9901 | 0.3699 | 0.9901 | 0.9951 |
239
+ | No log | 7.3725 | 376 | 1.0341 | 0.3144 | 1.0341 | 1.0169 |
240
+ | No log | 7.4118 | 378 | 1.1479 | 0.2940 | 1.1479 | 1.0714 |
241
+ | No log | 7.4510 | 380 | 1.3273 | 0.3058 | 1.3273 | 1.1521 |
242
+ | No log | 7.4902 | 382 | 1.3626 | 0.3736 | 1.3626 | 1.1673 |
243
+ | No log | 7.5294 | 384 | 1.1758 | 0.3259 | 1.1758 | 1.0844 |
244
+ | No log | 7.5686 | 386 | 0.9460 | 0.4063 | 0.9460 | 0.9726 |
245
+ | No log | 7.6078 | 388 | 0.8630 | 0.4233 | 0.8630 | 0.9290 |
246
+ | No log | 7.6471 | 390 | 0.8661 | 0.4328 | 0.8661 | 0.9307 |
247
+ | No log | 7.6863 | 392 | 0.8944 | 0.3862 | 0.8944 | 0.9458 |
248
+ | No log | 7.7255 | 394 | 0.9783 | 0.3462 | 0.9783 | 0.9891 |
249
+ | No log | 7.7647 | 396 | 1.0941 | 0.2451 | 1.0941 | 1.0460 |
250
+ | No log | 7.8039 | 398 | 1.1505 | 0.2056 | 1.1505 | 1.0726 |
251
+ | No log | 7.8431 | 400 | 1.1231 | 0.2049 | 1.1231 | 1.0598 |
252
+ | No log | 7.8824 | 402 | 1.0353 | 0.3210 | 1.0353 | 1.0175 |
253
+ | No log | 7.9216 | 404 | 1.0163 | 0.2915 | 1.0163 | 1.0081 |
254
+ | No log | 7.9608 | 406 | 0.9984 | 0.2915 | 0.9984 | 0.9992 |
255
+ | No log | 8.0 | 408 | 0.9875 | 0.3583 | 0.9875 | 0.9937 |
256
+ | No log | 8.0392 | 410 | 1.0069 | 0.3373 | 1.0069 | 1.0035 |
257
+ | No log | 8.0784 | 412 | 1.1198 | 0.2100 | 1.1198 | 1.0582 |
258
+ | No log | 8.1176 | 414 | 1.0719 | 0.2844 | 1.0719 | 1.0353 |
259
+ | No log | 8.1569 | 416 | 0.9624 | 0.3462 | 0.9624 | 0.9810 |
260
+ | No log | 8.1961 | 418 | 0.9241 | 0.3602 | 0.9241 | 0.9613 |
261
+ | No log | 8.2353 | 420 | 0.8886 | 0.3558 | 0.8886 | 0.9427 |
262
+ | No log | 8.2745 | 422 | 0.8882 | 0.3457 | 0.8882 | 0.9425 |
263
+ | No log | 8.3137 | 424 | 0.8979 | 0.4080 | 0.8979 | 0.9476 |
264
+ | No log | 8.3529 | 426 | 0.9023 | 0.4023 | 0.9023 | 0.9499 |
265
+ | No log | 8.3922 | 428 | 0.9119 | 0.3930 | 0.9119 | 0.9549 |
266
+ | No log | 8.4314 | 430 | 0.9299 | 0.3930 | 0.9299 | 0.9643 |
267
+ | No log | 8.4706 | 432 | 0.9480 | 0.4136 | 0.9480 | 0.9736 |
268
+ | No log | 8.5098 | 434 | 1.0167 | 0.4915 | 1.0167 | 1.0083 |
269
+ | No log | 8.5490 | 436 | 1.0561 | 0.4168 | 1.0561 | 1.0277 |
270
+ | No log | 8.5882 | 438 | 0.9893 | 0.4659 | 0.9893 | 0.9946 |
271
+ | No log | 8.6275 | 440 | 0.8493 | 0.3402 | 0.8493 | 0.9216 |
272
+ | No log | 8.6667 | 442 | 0.7993 | 0.4324 | 0.7993 | 0.8940 |
273
+ | No log | 8.7059 | 444 | 0.8219 | 0.4036 | 0.8219 | 0.9066 |
274
+ | No log | 8.7451 | 446 | 0.8191 | 0.3779 | 0.8191 | 0.9051 |
275
+ | No log | 8.7843 | 448 | 0.8176 | 0.4157 | 0.8176 | 0.9042 |
276
+ | No log | 8.8235 | 450 | 0.8848 | 0.3686 | 0.8848 | 0.9407 |
277
+ | No log | 8.8627 | 452 | 0.8855 | 0.3964 | 0.8855 | 0.9410 |
278
+ | No log | 8.9020 | 454 | 0.8021 | 0.3996 | 0.8021 | 0.8956 |
279
+ | No log | 8.9412 | 456 | 0.7649 | 0.4748 | 0.7649 | 0.8746 |
280
+ | No log | 8.9804 | 458 | 0.7664 | 0.4036 | 0.7664 | 0.8754 |
281
+ | No log | 9.0196 | 460 | 0.7686 | 0.4036 | 0.7686 | 0.8767 |
282
+ | No log | 9.0588 | 462 | 0.7625 | 0.4180 | 0.7625 | 0.8732 |
283
+ | No log | 9.0980 | 464 | 0.8233 | 0.4406 | 0.8233 | 0.9073 |
284
+ | No log | 9.1373 | 466 | 1.0165 | 0.5224 | 1.0165 | 1.0082 |
285
+ | No log | 9.1765 | 468 | 1.0575 | 0.4608 | 1.0575 | 1.0284 |
286
+ | No log | 9.2157 | 470 | 0.9839 | 0.4466 | 0.9839 | 0.9919 |
287
+ | No log | 9.2549 | 472 | 0.9813 | 0.3917 | 0.9813 | 0.9906 |
288
+ | No log | 9.2941 | 474 | 1.0277 | 0.3995 | 1.0277 | 1.0138 |
289
+ | No log | 9.3333 | 476 | 1.0082 | 0.3561 | 1.0082 | 1.0041 |
290
+ | No log | 9.3725 | 478 | 0.9791 | 0.3250 | 0.9791 | 0.9895 |
291
+ | No log | 9.4118 | 480 | 0.9317 | 0.3559 | 0.9317 | 0.9652 |
292
+ | No log | 9.4510 | 482 | 0.8738 | 0.3771 | 0.8738 | 0.9348 |
293
+ | No log | 9.4902 | 484 | 0.8751 | 0.3723 | 0.8751 | 0.9355 |
294
+ | No log | 9.5294 | 486 | 0.9250 | 0.3699 | 0.9250 | 0.9618 |
295
+ | No log | 9.5686 | 488 | 1.1091 | 0.2516 | 1.1091 | 1.0531 |
296
+ | No log | 9.6078 | 490 | 1.2225 | 0.2902 | 1.2225 | 1.1057 |
297
+ | No log | 9.6471 | 492 | 1.1705 | 0.2784 | 1.1705 | 1.0819 |
298
+ | No log | 9.6863 | 494 | 1.0071 | 0.3323 | 1.0071 | 1.0035 |
299
+ | No log | 9.7255 | 496 | 0.9519 | 0.3614 | 0.9519 | 0.9756 |
300
+ | No log | 9.7647 | 498 | 0.9412 | 0.3665 | 0.9412 | 0.9702 |
301
+ | 0.3683 | 9.8039 | 500 | 0.8886 | 0.3897 | 0.8886 | 0.9427 |
302
+ | 0.3683 | 9.8431 | 502 | 0.9257 | 0.4463 | 0.9257 | 0.9621 |
303
+ | 0.3683 | 9.8824 | 504 | 1.0434 | 0.3820 | 1.0434 | 1.0215 |
304
+ | 0.3683 | 9.9216 | 506 | 1.0397 | 0.3936 | 1.0397 | 1.0196 |
305
+ | 0.3683 | 9.9608 | 508 | 0.9030 | 0.3744 | 0.9030 | 0.9503 |
306
+ | 0.3683 | 10.0 | 510 | 0.8220 | 0.4671 | 0.8220 | 0.9067 |
307
+ | 0.3683 | 10.0392 | 512 | 0.8064 | 0.4534 | 0.8064 | 0.8980 |
308
+ | 0.3683 | 10.0784 | 514 | 0.8082 | 0.4534 | 0.8082 | 0.8990 |
309
+ | 0.3683 | 10.1176 | 516 | 0.8297 | 0.4368 | 0.8297 | 0.9109 |
310
+ | 0.3683 | 10.1569 | 518 | 0.8953 | 0.4735 | 0.8953 | 0.9462 |
311
+ | 0.3683 | 10.1961 | 520 | 0.9559 | 0.3868 | 0.9559 | 0.9777 |
312
+ | 0.3683 | 10.2353 | 522 | 0.9404 | 0.4412 | 0.9404 | 0.9697 |
313
+ | 0.3683 | 10.2745 | 524 | 0.9087 | 0.4563 | 0.9087 | 0.9532 |
314
+ | 0.3683 | 10.3137 | 526 | 0.9043 | 0.4155 | 0.9043 | 0.9510 |
315
+ | 0.3683 | 10.3529 | 528 | 0.9215 | 0.4023 | 0.9215 | 0.9600 |
316
+ | 0.3683 | 10.3922 | 530 | 0.9146 | 0.3798 | 0.9146 | 0.9564 |
317
+ | 0.3683 | 10.4314 | 532 | 0.9392 | 0.3741 | 0.9392 | 0.9691 |
318
+ | 0.3683 | 10.4706 | 534 | 0.9781 | 0.3415 | 0.9781 | 0.9890 |
319
+ | 0.3683 | 10.5098 | 536 | 1.0637 | 0.3648 | 1.0637 | 1.0314 |
320
+ | 0.3683 | 10.5490 | 538 | 1.0245 | 0.3317 | 1.0245 | 1.0122 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions