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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k11_task7_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k10_task7_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k10_task7_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: 0.6476
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- - Qwk: 0.4488
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- - Mse: 0.6476
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- - Rmse: 0.8047
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  ## Model description
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@@ -49,548 +49,269 @@ 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 | 0.04 | 2 | 2.4646 | -0.0109 | 2.4646 | 1.5699 |
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- | No log | 0.08 | 4 | 1.6193 | 0.1005 | 1.6193 | 1.2725 |
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- | No log | 0.12 | 6 | 0.7914 | 0.2066 | 0.7914 | 0.8896 |
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- | No log | 0.16 | 8 | 0.9638 | 0.1313 | 0.9638 | 0.9817 |
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- | No log | 0.2 | 10 | 1.3465 | -0.2167 | 1.3465 | 1.1604 |
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- | No log | 0.24 | 12 | 1.2218 | -0.1408 | 1.2218 | 1.1053 |
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- | No log | 0.28 | 14 | 1.0731 | -0.0288 | 1.0731 | 1.0359 |
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- | No log | 0.32 | 16 | 0.8548 | 0.0 | 0.8548 | 0.9246 |
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- | No log | 0.36 | 18 | 1.0298 | 0.1795 | 1.0298 | 1.0148 |
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- | No log | 0.4 | 20 | 1.0431 | 0.2954 | 1.0431 | 1.0213 |
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- | No log | 0.44 | 22 | 0.8764 | 0.3238 | 0.8764 | 0.9361 |
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- | No log | 0.48 | 24 | 0.8654 | 0.3032 | 0.8654 | 0.9302 |
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- | No log | 0.52 | 26 | 0.8652 | 0.3042 | 0.8652 | 0.9302 |
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- | No log | 0.56 | 28 | 0.8212 | 0.3606 | 0.8212 | 0.9062 |
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- | No log | 0.6 | 30 | 0.7203 | 0.4134 | 0.7203 | 0.8487 |
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- | No log | 0.64 | 32 | 0.6157 | 0.3839 | 0.6157 | 0.7847 |
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- | No log | 0.68 | 34 | 0.5651 | 0.4492 | 0.5651 | 0.7517 |
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- | No log | 0.72 | 36 | 0.5516 | 0.4468 | 0.5516 | 0.7427 |
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- | No log | 0.76 | 38 | 0.5796 | 0.4354 | 0.5796 | 0.7613 |
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- | No log | 0.8 | 40 | 0.5483 | 0.4837 | 0.5483 | 0.7405 |
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- | No log | 0.84 | 42 | 0.5334 | 0.4795 | 0.5334 | 0.7304 |
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- | No log | 0.88 | 44 | 0.5432 | 0.4161 | 0.5432 | 0.7370 |
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- | No log | 0.92 | 46 | 0.5341 | 0.4847 | 0.5341 | 0.7308 |
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- | No log | 0.96 | 48 | 0.5167 | 0.4752 | 0.5167 | 0.7188 |
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- | No log | 1.0 | 50 | 0.5080 | 0.5526 | 0.5080 | 0.7127 |
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- | No log | 1.04 | 52 | 0.5376 | 0.5442 | 0.5376 | 0.7332 |
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- | No log | 1.08 | 54 | 0.4958 | 0.5853 | 0.4958 | 0.7041 |
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- | No log | 1.12 | 56 | 0.5319 | 0.5015 | 0.5319 | 0.7293 |
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- | No log | 1.16 | 58 | 0.5773 | 0.5149 | 0.5773 | 0.7598 |
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- | No log | 1.2 | 60 | 0.6309 | 0.4502 | 0.6309 | 0.7943 |
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- | No log | 1.24 | 62 | 0.5312 | 0.5593 | 0.5312 | 0.7289 |
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- | No log | 1.28 | 64 | 0.5052 | 0.6326 | 0.5052 | 0.7107 |
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- | No log | 1.32 | 66 | 0.5210 | 0.5543 | 0.5210 | 0.7218 |
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- | No log | 1.3600 | 68 | 0.5777 | 0.4904 | 0.5777 | 0.7600 |
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- | No log | 1.4 | 70 | 0.5526 | 0.4769 | 0.5526 | 0.7434 |
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- | No log | 1.44 | 72 | 0.6732 | 0.5047 | 0.6732 | 0.8205 |
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- | No log | 1.48 | 74 | 0.6895 | 0.5249 | 0.6895 | 0.8304 |
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- | No log | 1.52 | 76 | 0.5004 | 0.5403 | 0.5004 | 0.7074 |
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- | No log | 1.56 | 78 | 0.4648 | 0.5995 | 0.4648 | 0.6817 |
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- | No log | 1.6 | 80 | 0.5735 | 0.5416 | 0.5735 | 0.7573 |
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- | No log | 1.6400 | 82 | 0.6923 | 0.5094 | 0.6923 | 0.8321 |
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- | No log | 1.6800 | 84 | 0.7245 | 0.5281 | 0.7245 | 0.8512 |
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- | No log | 1.72 | 86 | 0.5347 | 0.5639 | 0.5347 | 0.7312 |
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- | No log | 1.76 | 88 | 0.5288 | 0.4849 | 0.5288 | 0.7272 |
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- | No log | 1.8 | 90 | 0.5194 | 0.5915 | 0.5194 | 0.7207 |
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- | No log | 1.8400 | 92 | 0.5365 | 0.5373 | 0.5365 | 0.7325 |
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- | No log | 1.88 | 94 | 0.6492 | 0.5080 | 0.6492 | 0.8058 |
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- | No log | 1.92 | 96 | 0.7395 | 0.5255 | 0.7395 | 0.8599 |
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- | No log | 1.96 | 98 | 0.7038 | 0.5008 | 0.7038 | 0.8389 |
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- | No log | 2.0 | 100 | 0.5829 | 0.5123 | 0.5829 | 0.7635 |
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- | No log | 2.04 | 102 | 0.6051 | 0.5059 | 0.6051 | 0.7779 |
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- | No log | 2.08 | 104 | 0.6740 | 0.5085 | 0.6740 | 0.8210 |
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- | No log | 2.12 | 106 | 0.6947 | 0.5237 | 0.6947 | 0.8335 |
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- | No log | 2.16 | 108 | 0.5858 | 0.5265 | 0.5858 | 0.7654 |
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- | No log | 2.2 | 110 | 0.5471 | 0.5231 | 0.5471 | 0.7396 |
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- | No log | 2.24 | 112 | 0.5188 | 0.5906 | 0.5188 | 0.7203 |
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- | No log | 2.2800 | 114 | 0.5647 | 0.5204 | 0.5647 | 0.7514 |
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- | No log | 2.32 | 116 | 0.5324 | 0.5895 | 0.5324 | 0.7296 |
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- | No log | 2.36 | 118 | 0.4970 | 0.6712 | 0.4970 | 0.7050 |
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- | No log | 2.4 | 120 | 0.4921 | 0.6815 | 0.4921 | 0.7015 |
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- | No log | 2.44 | 122 | 0.4770 | 0.7196 | 0.4770 | 0.6907 |
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- | No log | 2.48 | 124 | 0.5309 | 0.5431 | 0.5309 | 0.7286 |
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- | No log | 2.52 | 126 | 0.5216 | 0.5293 | 0.5216 | 0.7222 |
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- | No log | 2.56 | 128 | 0.4555 | 0.5882 | 0.4555 | 0.6749 |
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- | No log | 2.6 | 130 | 0.4399 | 0.6278 | 0.4399 | 0.6632 |
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- | No log | 2.64 | 132 | 0.4362 | 0.6169 | 0.4362 | 0.6604 |
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- | No log | 2.68 | 134 | 0.4538 | 0.5803 | 0.4538 | 0.6736 |
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- | No log | 2.7200 | 136 | 0.5325 | 0.4728 | 0.5325 | 0.7297 |
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- | No log | 2.76 | 138 | 0.7809 | 0.4465 | 0.7809 | 0.8837 |
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- | No log | 2.8 | 140 | 0.8218 | 0.4305 | 0.8218 | 0.9066 |
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- | No log | 2.84 | 142 | 0.6228 | 0.4512 | 0.6228 | 0.7892 |
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- | No log | 2.88 | 144 | 0.4612 | 0.7118 | 0.4612 | 0.6791 |
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- | No log | 2.92 | 146 | 0.4083 | 0.7114 | 0.4083 | 0.6390 |
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- | No log | 2.96 | 148 | 0.4161 | 0.6978 | 0.4161 | 0.6450 |
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- | No log | 3.0 | 150 | 0.4042 | 0.6602 | 0.4042 | 0.6357 |
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- | No log | 3.04 | 152 | 0.5535 | 0.4592 | 0.5535 | 0.7440 |
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- | No log | 3.08 | 154 | 0.5293 | 0.4587 | 0.5293 | 0.7276 |
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- | No log | 3.12 | 156 | 0.4312 | 0.6029 | 0.4312 | 0.6566 |
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- | No log | 3.16 | 158 | 0.4598 | 0.5720 | 0.4598 | 0.6781 |
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- | No log | 3.2 | 160 | 0.6108 | 0.4717 | 0.6108 | 0.7815 |
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- | No log | 3.24 | 162 | 0.7269 | 0.4432 | 0.7269 | 0.8526 |
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- | No log | 3.2800 | 164 | 0.5212 | 0.4887 | 0.5212 | 0.7220 |
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- | No log | 3.32 | 166 | 0.4325 | 0.6628 | 0.4325 | 0.6577 |
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- | No log | 3.36 | 168 | 0.4514 | 0.6517 | 0.4514 | 0.6719 |
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- | No log | 3.4 | 170 | 0.5680 | 0.3940 | 0.5680 | 0.7536 |
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- | No log | 3.44 | 172 | 0.9055 | 0.4417 | 0.9055 | 0.9516 |
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- | No log | 3.48 | 174 | 0.9943 | 0.4213 | 0.9943 | 0.9971 |
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- | No log | 3.52 | 176 | 0.7231 | 0.4315 | 0.7231 | 0.8504 |
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- | No log | 3.56 | 178 | 0.5629 | 0.4759 | 0.5629 | 0.7503 |
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- | No log | 3.6 | 180 | 0.5419 | 0.4980 | 0.5419 | 0.7362 |
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- | No log | 3.64 | 182 | 0.5411 | 0.4980 | 0.5411 | 0.7356 |
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- | No log | 3.68 | 184 | 0.5706 | 0.4531 | 0.5706 | 0.7554 |
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- | No log | 3.7200 | 186 | 0.5012 | 0.5965 | 0.5012 | 0.7080 |
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- | No log | 3.76 | 188 | 0.4793 | 0.5980 | 0.4793 | 0.6923 |
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- | No log | 3.8 | 190 | 0.4902 | 0.6187 | 0.4902 | 0.7001 |
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- | No log | 3.84 | 192 | 0.4774 | 0.6730 | 0.4774 | 0.6909 |
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- | No log | 3.88 | 194 | 0.4796 | 0.6828 | 0.4796 | 0.6925 |
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- | No log | 3.92 | 196 | 0.5040 | 0.6427 | 0.5040 | 0.7099 |
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- | No log | 3.96 | 198 | 0.6043 | 0.5008 | 0.6043 | 0.7774 |
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- | No log | 4.0 | 200 | 0.5748 | 0.4812 | 0.5748 | 0.7582 |
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- | No log | 4.04 | 202 | 0.4860 | 0.5403 | 0.4860 | 0.6971 |
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- | No log | 4.08 | 204 | 0.4277 | 0.6949 | 0.4277 | 0.6540 |
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- | No log | 4.12 | 206 | 0.4300 | 0.6278 | 0.4300 | 0.6557 |
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- | No log | 4.16 | 208 | 0.4755 | 0.5271 | 0.4755 | 0.6896 |
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- | No log | 4.2 | 210 | 0.4459 | 0.5752 | 0.4459 | 0.6677 |
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- | No log | 4.24 | 212 | 0.4435 | 0.6852 | 0.4435 | 0.6660 |
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- | No log | 4.28 | 214 | 0.4470 | 0.6852 | 0.4470 | 0.6686 |
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- | No log | 4.32 | 216 | 0.4615 | 0.5752 | 0.4615 | 0.6793 |
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- | No log | 4.36 | 218 | 0.6744 | 0.4350 | 0.6744 | 0.8212 |
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- | No log | 4.4 | 220 | 0.7609 | 0.4246 | 0.7609 | 0.8723 |
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- | No log | 4.44 | 222 | 0.6255 | 0.4723 | 0.6255 | 0.7909 |
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- | No log | 4.48 | 224 | 0.4864 | 0.5111 | 0.4864 | 0.6974 |
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- | No log | 4.52 | 226 | 0.4649 | 0.5367 | 0.4649 | 0.6819 |
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- | No log | 4.5600 | 228 | 0.5095 | 0.4827 | 0.5095 | 0.7138 |
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- | No log | 4.6 | 230 | 0.6848 | 0.5016 | 0.6848 | 0.8275 |
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- | No log | 4.64 | 232 | 0.5995 | 0.5047 | 0.5995 | 0.7743 |
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- | No log | 4.68 | 234 | 0.4553 | 0.6264 | 0.4553 | 0.6747 |
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- | No log | 4.72 | 236 | 0.4584 | 0.6264 | 0.4584 | 0.6771 |
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- | No log | 4.76 | 238 | 0.5463 | 0.4409 | 0.5463 | 0.7391 |
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- | No log | 4.8 | 240 | 0.7491 | 0.3618 | 0.7491 | 0.8655 |
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- | No log | 4.84 | 242 | 0.7316 | 0.3953 | 0.7316 | 0.8553 |
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- | No log | 4.88 | 244 | 0.5621 | 0.4815 | 0.5621 | 0.7497 |
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- | No log | 4.92 | 246 | 0.5315 | 0.4576 | 0.5315 | 0.7291 |
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- | No log | 4.96 | 248 | 0.6055 | 0.4892 | 0.6055 | 0.7781 |
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- | No log | 5.0 | 250 | 0.6546 | 0.4223 | 0.6546 | 0.8091 |
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- | No log | 5.04 | 252 | 0.6067 | 0.4892 | 0.6067 | 0.7789 |
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- | No log | 5.08 | 254 | 0.5920 | 0.4892 | 0.5920 | 0.7694 |
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- | No log | 5.12 | 256 | 0.5168 | 0.5067 | 0.5168 | 0.7189 |
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- | No log | 5.16 | 258 | 0.4683 | 0.5119 | 0.4683 | 0.6843 |
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- | No log | 5.2 | 260 | 0.4520 | 0.5965 | 0.4520 | 0.6723 |
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- | No log | 5.24 | 262 | 0.4868 | 0.5544 | 0.4868 | 0.6977 |
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- | No log | 5.28 | 264 | 0.5356 | 0.5495 | 0.5356 | 0.7319 |
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- | No log | 5.32 | 266 | 0.5455 | 0.5416 | 0.5455 | 0.7386 |
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- | No log | 5.36 | 268 | 0.4899 | 0.6011 | 0.4899 | 0.6999 |
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- | No log | 5.4 | 270 | 0.4471 | 0.6611 | 0.4471 | 0.6687 |
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- | No log | 5.44 | 272 | 0.4680 | 0.6214 | 0.4680 | 0.6841 |
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- | No log | 5.48 | 274 | 0.4719 | 0.6004 | 0.4719 | 0.6870 |
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- | No log | 5.52 | 276 | 0.5206 | 0.5410 | 0.5206 | 0.7215 |
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- | No log | 5.5600 | 278 | 0.5536 | 0.4887 | 0.5536 | 0.7440 |
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- | No log | 5.6 | 280 | 0.4918 | 0.5934 | 0.4918 | 0.7013 |
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- | No log | 5.64 | 282 | 0.5054 | 0.5512 | 0.5054 | 0.7109 |
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- | No log | 5.68 | 284 | 0.5468 | 0.5107 | 0.5468 | 0.7394 |
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- | No log | 5.72 | 286 | 0.6042 | 0.4887 | 0.6042 | 0.7773 |
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- | No log | 5.76 | 288 | 0.5242 | 0.5426 | 0.5242 | 0.7240 |
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- | No log | 5.8 | 290 | 0.5226 | 0.5426 | 0.5226 | 0.7229 |
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- | No log | 5.84 | 292 | 0.5779 | 0.5107 | 0.5779 | 0.7602 |
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- | No log | 5.88 | 294 | 0.6956 | 0.4462 | 0.6956 | 0.8340 |
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- | No log | 5.92 | 296 | 0.7667 | 0.3956 | 0.7667 | 0.8756 |
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- | No log | 5.96 | 298 | 0.6465 | 0.4667 | 0.6465 | 0.8040 |
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- | No log | 6.0 | 300 | 0.4875 | 0.6318 | 0.4875 | 0.6982 |
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- | No log | 6.04 | 302 | 0.4547 | 0.7002 | 0.4547 | 0.6743 |
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- | No log | 6.08 | 304 | 0.4528 | 0.7002 | 0.4528 | 0.6729 |
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- | No log | 6.12 | 306 | 0.5124 | 0.6226 | 0.5124 | 0.7158 |
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- | No log | 6.16 | 308 | 0.6735 | 0.4067 | 0.6735 | 0.8206 |
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- | No log | 6.2 | 310 | 0.6740 | 0.3980 | 0.6740 | 0.8210 |
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- | No log | 6.24 | 312 | 0.4933 | 0.6238 | 0.4933 | 0.7023 |
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- | No log | 6.28 | 314 | 0.4454 | 0.6604 | 0.4454 | 0.6674 |
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- | No log | 6.32 | 316 | 0.4679 | 0.6135 | 0.4679 | 0.6840 |
210
- | No log | 6.36 | 318 | 0.5561 | 0.5373 | 0.5561 | 0.7457 |
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- | No log | 6.4 | 320 | 0.5409 | 0.5576 | 0.5409 | 0.7355 |
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- | No log | 6.44 | 322 | 0.4858 | 0.6045 | 0.4858 | 0.6970 |
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- | No log | 6.48 | 324 | 0.4555 | 0.6931 | 0.4555 | 0.6749 |
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- | No log | 6.52 | 326 | 0.4580 | 0.6414 | 0.4580 | 0.6768 |
215
- | No log | 6.5600 | 328 | 0.4709 | 0.5741 | 0.4709 | 0.6862 |
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- | No log | 6.6 | 330 | 0.4877 | 0.5726 | 0.4877 | 0.6983 |
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- | No log | 6.64 | 332 | 0.5328 | 0.5538 | 0.5328 | 0.7299 |
218
- | No log | 6.68 | 334 | 0.6425 | 0.4735 | 0.6425 | 0.8016 |
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- | No log | 6.72 | 336 | 0.5680 | 0.4933 | 0.5680 | 0.7536 |
220
- | No log | 6.76 | 338 | 0.4763 | 0.5655 | 0.4763 | 0.6902 |
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- | No log | 6.8 | 340 | 0.4631 | 0.6082 | 0.4631 | 0.6805 |
222
- | No log | 6.84 | 342 | 0.5262 | 0.5553 | 0.5262 | 0.7254 |
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- | No log | 6.88 | 344 | 0.7744 | 0.3963 | 0.7744 | 0.8800 |
224
- | No log | 6.92 | 346 | 0.8901 | 0.4699 | 0.8901 | 0.9435 |
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- | No log | 6.96 | 348 | 0.6903 | 0.3669 | 0.6903 | 0.8308 |
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- | No log | 7.0 | 350 | 0.4726 | 0.5752 | 0.4726 | 0.6875 |
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- | No log | 7.04 | 352 | 0.4478 | 0.6949 | 0.4478 | 0.6692 |
228
- | No log | 7.08 | 354 | 0.4503 | 0.6667 | 0.4503 | 0.6710 |
229
- | No log | 7.12 | 356 | 0.4369 | 0.7055 | 0.4369 | 0.6610 |
230
- | No log | 7.16 | 358 | 0.4891 | 0.6032 | 0.4891 | 0.6994 |
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- | No log | 7.2 | 360 | 0.5988 | 0.4937 | 0.5988 | 0.7738 |
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- | No log | 7.24 | 362 | 0.6159 | 0.4993 | 0.6159 | 0.7848 |
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- | No log | 7.28 | 364 | 0.5281 | 0.5538 | 0.5281 | 0.7267 |
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- | No log | 7.32 | 366 | 0.4607 | 0.7065 | 0.4607 | 0.6788 |
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- | No log | 7.36 | 368 | 0.4523 | 0.7354 | 0.4523 | 0.6725 |
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- | No log | 7.4 | 370 | 0.4941 | 0.6137 | 0.4941 | 0.7030 |
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- | No log | 7.44 | 372 | 0.5247 | 0.5659 | 0.5247 | 0.7244 |
238
- | No log | 7.48 | 374 | 0.5046 | 0.5735 | 0.5046 | 0.7104 |
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- | No log | 7.52 | 376 | 0.4650 | 0.6518 | 0.4650 | 0.6819 |
240
- | No log | 7.5600 | 378 | 0.4431 | 0.6716 | 0.4431 | 0.6657 |
241
- | No log | 7.6 | 380 | 0.4714 | 0.6227 | 0.4714 | 0.6866 |
242
- | No log | 7.64 | 382 | 0.4793 | 0.6011 | 0.4793 | 0.6923 |
243
- | No log | 7.68 | 384 | 0.5104 | 0.5538 | 0.5104 | 0.7144 |
244
- | No log | 7.72 | 386 | 0.4943 | 0.5497 | 0.4943 | 0.7030 |
245
- | No log | 7.76 | 388 | 0.4531 | 0.6395 | 0.4531 | 0.6731 |
246
- | No log | 7.8 | 390 | 0.4321 | 0.6931 | 0.4321 | 0.6574 |
247
- | No log | 7.84 | 392 | 0.4404 | 0.6949 | 0.4404 | 0.6636 |
248
- | No log | 7.88 | 394 | 0.4960 | 0.5831 | 0.4960 | 0.7043 |
249
- | No log | 7.92 | 396 | 0.5977 | 0.5190 | 0.5977 | 0.7731 |
250
- | No log | 7.96 | 398 | 0.6610 | 0.4799 | 0.6610 | 0.8130 |
251
- | No log | 8.0 | 400 | 0.7551 | 0.4094 | 0.7551 | 0.8690 |
252
- | No log | 8.04 | 402 | 0.7008 | 0.4142 | 0.7008 | 0.8372 |
253
- | No log | 8.08 | 404 | 0.5349 | 0.5085 | 0.5349 | 0.7314 |
254
- | No log | 8.12 | 406 | 0.4426 | 0.6060 | 0.4426 | 0.6653 |
255
- | No log | 8.16 | 408 | 0.4378 | 0.6730 | 0.4378 | 0.6617 |
256
- | No log | 8.2 | 410 | 0.4518 | 0.5980 | 0.4518 | 0.6722 |
257
- | No log | 8.24 | 412 | 0.4465 | 0.6506 | 0.4465 | 0.6682 |
258
- | No log | 8.28 | 414 | 0.4462 | 0.6698 | 0.4462 | 0.6680 |
259
- | No log | 8.32 | 416 | 0.4807 | 0.6137 | 0.4807 | 0.6933 |
260
- | No log | 8.36 | 418 | 0.5847 | 0.5139 | 0.5847 | 0.7646 |
261
- | No log | 8.4 | 420 | 0.6461 | 0.4789 | 0.6461 | 0.8038 |
262
- | No log | 8.44 | 422 | 0.6403 | 0.4860 | 0.6403 | 0.8002 |
263
- | No log | 8.48 | 424 | 0.5973 | 0.4933 | 0.5973 | 0.7728 |
264
- | No log | 8.52 | 426 | 0.5559 | 0.5326 | 0.5559 | 0.7456 |
265
- | No log | 8.56 | 428 | 0.6209 | 0.4933 | 0.6209 | 0.7880 |
266
- | No log | 8.6 | 430 | 0.6994 | 0.4511 | 0.6994 | 0.8363 |
267
- | No log | 8.64 | 432 | 0.6204 | 0.5008 | 0.6204 | 0.7876 |
268
- | No log | 8.68 | 434 | 0.5464 | 0.5326 | 0.5464 | 0.7392 |
269
- | No log | 8.72 | 436 | 0.4870 | 0.5528 | 0.4870 | 0.6979 |
270
- | No log | 8.76 | 438 | 0.4698 | 0.5831 | 0.4698 | 0.6854 |
271
- | No log | 8.8 | 440 | 0.5056 | 0.5639 | 0.5056 | 0.7111 |
272
- | No log | 8.84 | 442 | 0.5439 | 0.5538 | 0.5439 | 0.7375 |
273
- | No log | 8.88 | 444 | 0.6043 | 0.4933 | 0.6043 | 0.7774 |
274
- | No log | 8.92 | 446 | 0.5437 | 0.5538 | 0.5437 | 0.7374 |
275
- | No log | 8.96 | 448 | 0.4566 | 0.6201 | 0.4566 | 0.6757 |
276
- | No log | 9.0 | 450 | 0.4522 | 0.6408 | 0.4522 | 0.6725 |
277
- | No log | 9.04 | 452 | 0.4858 | 0.6011 | 0.4858 | 0.6970 |
278
- | No log | 9.08 | 454 | 0.5474 | 0.5659 | 0.5474 | 0.7399 |
279
- | No log | 9.12 | 456 | 0.6174 | 0.4867 | 0.6174 | 0.7858 |
280
- | No log | 9.16 | 458 | 0.6752 | 0.4350 | 0.6752 | 0.8217 |
281
- | No log | 9.2 | 460 | 0.6521 | 0.4528 | 0.6521 | 0.8075 |
282
- | No log | 9.24 | 462 | 0.6056 | 0.4795 | 0.6056 | 0.7782 |
283
- | No log | 9.28 | 464 | 0.5534 | 0.5326 | 0.5534 | 0.7439 |
284
- | No log | 9.32 | 466 | 0.4910 | 0.5802 | 0.4910 | 0.7007 |
285
- | No log | 9.36 | 468 | 0.4470 | 0.5923 | 0.4470 | 0.6686 |
286
- | No log | 9.4 | 470 | 0.4307 | 0.7589 | 0.4307 | 0.6563 |
287
- | No log | 9.44 | 472 | 0.4320 | 0.7442 | 0.4320 | 0.6573 |
288
- | No log | 9.48 | 474 | 0.4711 | 0.5787 | 0.4711 | 0.6864 |
289
- | No log | 9.52 | 476 | 0.4770 | 0.5591 | 0.4770 | 0.6906 |
290
- | No log | 9.56 | 478 | 0.4354 | 0.6401 | 0.4354 | 0.6599 |
291
- | No log | 9.6 | 480 | 0.4268 | 0.7329 | 0.4268 | 0.6533 |
292
- | No log | 9.64 | 482 | 0.4324 | 0.6757 | 0.4324 | 0.6575 |
293
- | No log | 9.68 | 484 | 0.4506 | 0.6401 | 0.4506 | 0.6713 |
294
- | No log | 9.72 | 486 | 0.5135 | 0.5410 | 0.5135 | 0.7166 |
295
- | No log | 9.76 | 488 | 0.5308 | 0.5326 | 0.5308 | 0.7286 |
296
- | No log | 9.8 | 490 | 0.5247 | 0.4979 | 0.5247 | 0.7243 |
297
- | No log | 9.84 | 492 | 0.4692 | 0.5177 | 0.4692 | 0.6850 |
298
- | No log | 9.88 | 494 | 0.4393 | 0.6502 | 0.4393 | 0.6628 |
299
- | No log | 9.92 | 496 | 0.4456 | 0.6266 | 0.4456 | 0.6675 |
300
- | No log | 9.96 | 498 | 0.4996 | 0.4911 | 0.4996 | 0.7068 |
301
- | 0.2896 | 10.0 | 500 | 0.5391 | 0.4409 | 0.5391 | 0.7343 |
302
- | 0.2896 | 10.04 | 502 | 0.5128 | 0.4491 | 0.5128 | 0.7161 |
303
- | 0.2896 | 10.08 | 504 | 0.4647 | 0.5698 | 0.4647 | 0.6817 |
304
- | 0.2896 | 10.12 | 506 | 0.4524 | 0.6037 | 0.4524 | 0.6726 |
305
- | 0.2896 | 10.16 | 508 | 0.4511 | 0.6266 | 0.4511 | 0.6716 |
306
- | 0.2896 | 10.2 | 510 | 0.4797 | 0.5403 | 0.4797 | 0.6926 |
307
- | 0.2896 | 10.24 | 512 | 0.5461 | 0.4961 | 0.5461 | 0.7390 |
308
- | 0.2896 | 10.28 | 514 | 0.5873 | 0.4880 | 0.5873 | 0.7663 |
309
- | 0.2896 | 10.32 | 516 | 0.5201 | 0.5570 | 0.5201 | 0.7212 |
310
- | 0.2896 | 10.36 | 518 | 0.4659 | 0.5851 | 0.4659 | 0.6826 |
311
- | 0.2896 | 10.4 | 520 | 0.4663 | 0.6174 | 0.4663 | 0.6829 |
312
- | 0.2896 | 10.44 | 522 | 0.5073 | 0.5787 | 0.5073 | 0.7123 |
313
- | 0.2896 | 10.48 | 524 | 0.5995 | 0.5204 | 0.5995 | 0.7742 |
314
- | 0.2896 | 10.52 | 526 | 0.7037 | 0.4437 | 0.7037 | 0.8389 |
315
- | 0.2896 | 10.56 | 528 | 0.7370 | 0.4378 | 0.7370 | 0.8585 |
316
- | 0.2896 | 10.6 | 530 | 0.6492 | 0.4462 | 0.6492 | 0.8057 |
317
- | 0.2896 | 10.64 | 532 | 0.5256 | 0.5190 | 0.5256 | 0.7250 |
318
- | 0.2896 | 10.68 | 534 | 0.4712 | 0.5614 | 0.4712 | 0.6864 |
319
- | 0.2896 | 10.72 | 536 | 0.4620 | 0.5852 | 0.4620 | 0.6797 |
320
- | 0.2896 | 10.76 | 538 | 0.4790 | 0.5111 | 0.4790 | 0.6921 |
321
- | 0.2896 | 10.8 | 540 | 0.4952 | 0.4845 | 0.4952 | 0.7037 |
322
- | 0.2896 | 10.84 | 542 | 0.5014 | 0.5500 | 0.5014 | 0.7081 |
323
- | 0.2896 | 10.88 | 544 | 0.5124 | 0.5245 | 0.5124 | 0.7158 |
324
- | 0.2896 | 10.92 | 546 | 0.5135 | 0.4981 | 0.5135 | 0.7166 |
325
- | 0.2896 | 10.96 | 548 | 0.5040 | 0.5245 | 0.5040 | 0.7099 |
326
- | 0.2896 | 11.0 | 550 | 0.4748 | 0.5766 | 0.4748 | 0.6890 |
327
- | 0.2896 | 11.04 | 552 | 0.4516 | 0.6502 | 0.4516 | 0.6720 |
328
- | 0.2896 | 11.08 | 554 | 0.4484 | 0.6389 | 0.4484 | 0.6696 |
329
- | 0.2896 | 11.12 | 556 | 0.4531 | 0.6045 | 0.4531 | 0.6731 |
330
- | 0.2896 | 11.16 | 558 | 0.4970 | 0.4845 | 0.4970 | 0.7050 |
331
- | 0.2896 | 11.2 | 560 | 0.5389 | 0.4569 | 0.5389 | 0.7341 |
332
- | 0.2896 | 11.24 | 562 | 0.5811 | 0.4307 | 0.5811 | 0.7623 |
333
- | 0.2896 | 11.28 | 564 | 0.6549 | 0.4568 | 0.6549 | 0.8093 |
334
- | 0.2896 | 11.32 | 566 | 0.6766 | 0.4432 | 0.6766 | 0.8226 |
335
- | 0.2896 | 11.36 | 568 | 0.6513 | 0.4268 | 0.6513 | 0.8071 |
336
- | 0.2896 | 11.4 | 570 | 0.5741 | 0.5373 | 0.5741 | 0.7577 |
337
- | 0.2896 | 11.44 | 572 | 0.5555 | 0.5576 | 0.5555 | 0.7453 |
338
- | 0.2896 | 11.48 | 574 | 0.5083 | 0.5468 | 0.5083 | 0.7130 |
339
- | 0.2896 | 11.52 | 576 | 0.5043 | 0.5692 | 0.5043 | 0.7101 |
340
- | 0.2896 | 11.56 | 578 | 0.5089 | 0.6011 | 0.5089 | 0.7134 |
341
- | 0.2896 | 11.6 | 580 | 0.4703 | 0.6702 | 0.4703 | 0.6858 |
342
- | 0.2896 | 11.64 | 582 | 0.4454 | 0.6841 | 0.4454 | 0.6674 |
343
- | 0.2896 | 11.68 | 584 | 0.4434 | 0.6736 | 0.4434 | 0.6659 |
344
- | 0.2896 | 11.72 | 586 | 0.4573 | 0.6388 | 0.4573 | 0.6762 |
345
- | 0.2896 | 11.76 | 588 | 0.5646 | 0.4741 | 0.5646 | 0.7514 |
346
- | 0.2896 | 11.8 | 590 | 0.6749 | 0.4204 | 0.6749 | 0.8215 |
347
- | 0.2896 | 11.84 | 592 | 0.6677 | 0.4268 | 0.6677 | 0.8171 |
348
- | 0.2896 | 11.88 | 594 | 0.5809 | 0.4961 | 0.5809 | 0.7622 |
349
- | 0.2896 | 11.92 | 596 | 0.5116 | 0.5880 | 0.5116 | 0.7152 |
350
- | 0.2896 | 11.96 | 598 | 0.4471 | 0.6045 | 0.4471 | 0.6687 |
351
- | 0.2896 | 12.0 | 600 | 0.4341 | 0.6807 | 0.4341 | 0.6589 |
352
- | 0.2896 | 12.04 | 602 | 0.4475 | 0.6797 | 0.4475 | 0.6689 |
353
- | 0.2896 | 12.08 | 604 | 0.5029 | 0.5431 | 0.5029 | 0.7091 |
354
- | 0.2896 | 12.12 | 606 | 0.5402 | 0.5231 | 0.5402 | 0.7349 |
355
- | 0.2896 | 12.16 | 608 | 0.6093 | 0.4597 | 0.6093 | 0.7806 |
356
- | 0.2896 | 12.2 | 610 | 0.6552 | 0.4142 | 0.6552 | 0.8094 |
357
- | 0.2896 | 12.24 | 612 | 0.6775 | 0.4142 | 0.6775 | 0.8231 |
358
- | 0.2896 | 12.28 | 614 | 0.5956 | 0.4880 | 0.5956 | 0.7718 |
359
- | 0.2896 | 12.32 | 616 | 0.4857 | 0.6159 | 0.4857 | 0.6969 |
360
- | 0.2896 | 12.36 | 618 | 0.4383 | 0.6490 | 0.4383 | 0.6621 |
361
- | 0.2896 | 12.4 | 620 | 0.4247 | 0.6832 | 0.4247 | 0.6517 |
362
- | 0.2896 | 12.44 | 622 | 0.4219 | 0.7726 | 0.4219 | 0.6495 |
363
- | 0.2896 | 12.48 | 624 | 0.4288 | 0.7479 | 0.4288 | 0.6549 |
364
- | 0.2896 | 12.52 | 626 | 0.4678 | 0.5895 | 0.4678 | 0.6840 |
365
- | 0.2896 | 12.56 | 628 | 0.5313 | 0.5155 | 0.5313 | 0.7289 |
366
- | 0.2896 | 12.6 | 630 | 0.5849 | 0.4735 | 0.5849 | 0.7648 |
367
- | 0.2896 | 12.64 | 632 | 0.6519 | 0.4204 | 0.6519 | 0.8074 |
368
- | 0.2896 | 12.68 | 634 | 0.6370 | 0.4528 | 0.6370 | 0.7981 |
369
- | 0.2896 | 12.72 | 636 | 0.5840 | 0.4568 | 0.5840 | 0.7642 |
370
- | 0.2896 | 12.76 | 638 | 0.5021 | 0.4749 | 0.5021 | 0.7086 |
371
- | 0.2896 | 12.8 | 640 | 0.4722 | 0.5111 | 0.4722 | 0.6871 |
372
- | 0.2896 | 12.84 | 642 | 0.4683 | 0.5551 | 0.4683 | 0.6844 |
373
- | 0.2896 | 12.88 | 644 | 0.4560 | 0.5597 | 0.4560 | 0.6752 |
374
- | 0.2896 | 12.92 | 646 | 0.4499 | 0.5597 | 0.4499 | 0.6708 |
375
- | 0.2896 | 12.96 | 648 | 0.4382 | 0.5551 | 0.4382 | 0.6620 |
376
- | 0.2896 | 13.0 | 650 | 0.4474 | 0.5551 | 0.4474 | 0.6689 |
377
- | 0.2896 | 13.04 | 652 | 0.4755 | 0.5452 | 0.4755 | 0.6896 |
378
- | 0.2896 | 13.08 | 654 | 0.4778 | 0.5017 | 0.4778 | 0.6912 |
379
- | 0.2896 | 13.12 | 656 | 0.4502 | 0.5500 | 0.4502 | 0.6710 |
380
- | 0.2896 | 13.16 | 658 | 0.4560 | 0.5500 | 0.4560 | 0.6753 |
381
- | 0.2896 | 13.2 | 660 | 0.4573 | 0.5500 | 0.4573 | 0.6763 |
382
- | 0.2896 | 13.24 | 662 | 0.4984 | 0.5275 | 0.4984 | 0.7060 |
383
- | 0.2896 | 13.28 | 664 | 0.4873 | 0.5107 | 0.4873 | 0.6981 |
384
- | 0.2896 | 13.32 | 666 | 0.4213 | 0.6712 | 0.4213 | 0.6490 |
385
- | 0.2896 | 13.36 | 668 | 0.4044 | 0.7333 | 0.4044 | 0.6359 |
386
- | 0.2896 | 13.4 | 670 | 0.4067 | 0.7236 | 0.4067 | 0.6378 |
387
- | 0.2896 | 13.44 | 672 | 0.4119 | 0.7656 | 0.4119 | 0.6418 |
388
- | 0.2896 | 13.48 | 674 | 0.4767 | 0.5712 | 0.4767 | 0.6904 |
389
- | 0.2896 | 13.52 | 676 | 0.6270 | 0.4204 | 0.6270 | 0.7918 |
390
- | 0.2896 | 13.56 | 678 | 0.7207 | 0.3867 | 0.7207 | 0.8489 |
391
- | 0.2896 | 13.6 | 680 | 0.6889 | 0.4250 | 0.6889 | 0.8300 |
392
- | 0.2896 | 13.64 | 682 | 0.6001 | 0.4646 | 0.6001 | 0.7747 |
393
- | 0.2896 | 13.68 | 684 | 0.5087 | 0.5290 | 0.5087 | 0.7132 |
394
- | 0.2896 | 13.72 | 686 | 0.4720 | 0.5500 | 0.4720 | 0.6870 |
395
- | 0.2896 | 13.76 | 688 | 0.4601 | 0.5551 | 0.4601 | 0.6783 |
396
- | 0.2896 | 13.8 | 690 | 0.4735 | 0.6863 | 0.4735 | 0.6881 |
397
- | 0.2896 | 13.84 | 692 | 0.5543 | 0.5614 | 0.5543 | 0.7445 |
398
- | 0.2896 | 13.88 | 694 | 0.6493 | 0.4858 | 0.6493 | 0.8058 |
399
- | 0.2896 | 13.92 | 696 | 0.6630 | 0.4683 | 0.6630 | 0.8143 |
400
- | 0.2896 | 13.96 | 698 | 0.5715 | 0.5181 | 0.5715 | 0.7560 |
401
- | 0.2896 | 14.0 | 700 | 0.5119 | 0.5712 | 0.5119 | 0.7155 |
402
- | 0.2896 | 14.04 | 702 | 0.5047 | 0.5252 | 0.5047 | 0.7105 |
403
- | 0.2896 | 14.08 | 704 | 0.5341 | 0.4835 | 0.5341 | 0.7308 |
404
- | 0.2896 | 14.12 | 706 | 0.5745 | 0.4665 | 0.5745 | 0.7579 |
405
- | 0.2896 | 14.16 | 708 | 0.6068 | 0.4400 | 0.6068 | 0.7789 |
406
- | 0.2896 | 14.2 | 710 | 0.5478 | 0.5026 | 0.5478 | 0.7401 |
407
- | 0.2896 | 14.24 | 712 | 0.5019 | 0.5497 | 0.5019 | 0.7085 |
408
- | 0.2896 | 14.28 | 714 | 0.4485 | 0.6991 | 0.4485 | 0.6697 |
409
- | 0.2896 | 14.32 | 716 | 0.4483 | 0.6991 | 0.4483 | 0.6695 |
410
- | 0.2896 | 14.36 | 718 | 0.4633 | 0.6694 | 0.4633 | 0.6806 |
411
- | 0.2896 | 14.4 | 720 | 0.5224 | 0.5538 | 0.5224 | 0.7228 |
412
- | 0.2896 | 14.44 | 722 | 0.5503 | 0.5326 | 0.5503 | 0.7418 |
413
- | 0.2896 | 14.48 | 724 | 0.5148 | 0.5697 | 0.5148 | 0.7175 |
414
- | 0.2896 | 14.52 | 726 | 0.5185 | 0.5697 | 0.5185 | 0.7200 |
415
- | 0.2896 | 14.56 | 728 | 0.5056 | 0.5452 | 0.5056 | 0.7111 |
416
- | 0.2896 | 14.6 | 730 | 0.4739 | 0.5851 | 0.4739 | 0.6884 |
417
- | 0.2896 | 14.64 | 732 | 0.4711 | 0.6073 | 0.4711 | 0.6864 |
418
- | 0.2896 | 14.68 | 734 | 0.4943 | 0.5538 | 0.4943 | 0.7030 |
419
- | 0.2896 | 14.72 | 736 | 0.5179 | 0.5326 | 0.5179 | 0.7197 |
420
- | 0.2896 | 14.76 | 738 | 0.5081 | 0.5219 | 0.5081 | 0.7128 |
421
- | 0.2896 | 14.8 | 740 | 0.5226 | 0.5131 | 0.5226 | 0.7229 |
422
- | 0.2896 | 14.84 | 742 | 0.5544 | 0.5085 | 0.5544 | 0.7446 |
423
- | 0.2896 | 14.88 | 744 | 0.5867 | 0.5008 | 0.5867 | 0.7659 |
424
- | 0.2896 | 14.92 | 746 | 0.6346 | 0.4735 | 0.6346 | 0.7966 |
425
- | 0.2896 | 14.96 | 748 | 0.6185 | 0.4528 | 0.6185 | 0.7865 |
426
- | 0.2896 | 15.0 | 750 | 0.6032 | 0.4721 | 0.6032 | 0.7767 |
427
- | 0.2896 | 15.04 | 752 | 0.5651 | 0.4726 | 0.5651 | 0.7517 |
428
- | 0.2896 | 15.08 | 754 | 0.5325 | 0.5045 | 0.5325 | 0.7297 |
429
- | 0.2896 | 15.12 | 756 | 0.5373 | 0.4961 | 0.5373 | 0.7330 |
430
- | 0.2896 | 15.16 | 758 | 0.5839 | 0.4870 | 0.5839 | 0.7642 |
431
- | 0.2896 | 15.2 | 760 | 0.6011 | 0.4870 | 0.6011 | 0.7753 |
432
- | 0.2896 | 15.24 | 762 | 0.5742 | 0.4870 | 0.5742 | 0.7577 |
433
- | 0.2896 | 15.28 | 764 | 0.5176 | 0.5275 | 0.5176 | 0.7194 |
434
- | 0.2896 | 15.32 | 766 | 0.4854 | 0.5379 | 0.4854 | 0.6967 |
435
- | 0.2896 | 15.36 | 768 | 0.5003 | 0.5624 | 0.5003 | 0.7073 |
436
- | 0.2896 | 15.4 | 770 | 0.5346 | 0.5107 | 0.5346 | 0.7312 |
437
- | 0.2896 | 15.44 | 772 | 0.5619 | 0.5026 | 0.5619 | 0.7496 |
438
- | 0.2896 | 15.48 | 774 | 0.6039 | 0.4947 | 0.6039 | 0.7771 |
439
- | 0.2896 | 15.52 | 776 | 0.6181 | 0.4646 | 0.6181 | 0.7862 |
440
- | 0.2896 | 15.56 | 778 | 0.6505 | 0.4133 | 0.6505 | 0.8065 |
441
- | 0.2896 | 15.6 | 780 | 0.6523 | 0.3731 | 0.6523 | 0.8077 |
442
- | 0.2896 | 15.64 | 782 | 0.6413 | 0.3731 | 0.6413 | 0.8008 |
443
- | 0.2896 | 15.68 | 784 | 0.5748 | 0.4409 | 0.5748 | 0.7581 |
444
- | 0.2896 | 15.72 | 786 | 0.4918 | 0.5309 | 0.4918 | 0.7013 |
445
- | 0.2896 | 15.76 | 788 | 0.4600 | 0.6021 | 0.4600 | 0.6782 |
446
- | 0.2896 | 15.8 | 790 | 0.4476 | 0.6266 | 0.4476 | 0.6690 |
447
- | 0.2896 | 15.84 | 792 | 0.4708 | 0.5195 | 0.4708 | 0.6861 |
448
- | 0.2896 | 15.88 | 794 | 0.5331 | 0.5107 | 0.5331 | 0.7301 |
449
- | 0.2896 | 15.92 | 796 | 0.5526 | 0.5163 | 0.5526 | 0.7433 |
450
- | 0.2896 | 15.96 | 798 | 0.5715 | 0.4937 | 0.5715 | 0.7560 |
451
- | 0.2896 | 16.0 | 800 | 0.5879 | 0.4937 | 0.5879 | 0.7667 |
452
- | 0.2896 | 16.04 | 802 | 0.5724 | 0.5243 | 0.5724 | 0.7566 |
453
- | 0.2896 | 16.08 | 804 | 0.5389 | 0.4961 | 0.5389 | 0.7341 |
454
- | 0.2896 | 16.12 | 806 | 0.5428 | 0.4961 | 0.5428 | 0.7367 |
455
- | 0.2896 | 16.16 | 808 | 0.5504 | 0.4961 | 0.5504 | 0.7419 |
456
- | 0.2896 | 16.2 | 810 | 0.6055 | 0.4795 | 0.6055 | 0.7781 |
457
- | 0.2896 | 16.24 | 812 | 0.6741 | 0.4860 | 0.6741 | 0.8210 |
458
- | 0.2896 | 16.28 | 814 | 0.6796 | 0.4795 | 0.6796 | 0.8244 |
459
- | 0.2896 | 16.32 | 816 | 0.6181 | 0.4870 | 0.6181 | 0.7862 |
460
- | 0.2896 | 16.36 | 818 | 0.5436 | 0.5158 | 0.5436 | 0.7373 |
461
- | 0.2896 | 16.4 | 820 | 0.4978 | 0.5448 | 0.4978 | 0.7056 |
462
- | 0.2896 | 16.44 | 822 | 0.4955 | 0.5403 | 0.4955 | 0.7039 |
463
- | 0.2896 | 16.48 | 824 | 0.4858 | 0.5538 | 0.4858 | 0.6970 |
464
- | 0.2896 | 16.52 | 826 | 0.4712 | 0.6599 | 0.4712 | 0.6864 |
465
- | 0.2896 | 16.56 | 828 | 0.4874 | 0.6434 | 0.4874 | 0.6982 |
466
- | 0.2896 | 16.6 | 830 | 0.5228 | 0.5918 | 0.5228 | 0.7230 |
467
- | 0.2896 | 16.64 | 832 | 0.5586 | 0.5264 | 0.5586 | 0.7474 |
468
- | 0.2896 | 16.68 | 834 | 0.5397 | 0.5215 | 0.5397 | 0.7347 |
469
- | 0.2896 | 16.72 | 836 | 0.5133 | 0.5219 | 0.5133 | 0.7164 |
470
- | 0.2896 | 16.76 | 838 | 0.4880 | 0.5189 | 0.4880 | 0.6986 |
471
- | 0.2896 | 16.8 | 840 | 0.4742 | 0.5189 | 0.4742 | 0.6886 |
472
- | 0.2896 | 16.84 | 842 | 0.4821 | 0.5448 | 0.4821 | 0.6943 |
473
- | 0.2896 | 16.88 | 844 | 0.5292 | 0.5131 | 0.5292 | 0.7275 |
474
- | 0.2896 | 16.92 | 846 | 0.6054 | 0.5008 | 0.6054 | 0.7781 |
475
- | 0.2896 | 16.96 | 848 | 0.6240 | 0.4795 | 0.6240 | 0.7899 |
476
- | 0.2896 | 17.0 | 850 | 0.5677 | 0.5163 | 0.5677 | 0.7534 |
477
- | 0.2896 | 17.04 | 852 | 0.5250 | 0.5755 | 0.5250 | 0.7246 |
478
- | 0.2896 | 17.08 | 854 | 0.5162 | 0.5935 | 0.5162 | 0.7184 |
479
- | 0.2896 | 17.12 | 856 | 0.5013 | 0.5720 | 0.5013 | 0.7080 |
480
- | 0.2896 | 17.16 | 858 | 0.4931 | 0.5290 | 0.4931 | 0.7022 |
481
- | 0.2896 | 17.2 | 860 | 0.4979 | 0.5290 | 0.4979 | 0.7057 |
482
- | 0.2896 | 17.24 | 862 | 0.4984 | 0.5950 | 0.4984 | 0.7060 |
483
- | 0.2896 | 17.28 | 864 | 0.4982 | 0.5950 | 0.4982 | 0.7058 |
484
- | 0.2896 | 17.32 | 866 | 0.4975 | 0.5755 | 0.4975 | 0.7053 |
485
- | 0.2896 | 17.36 | 868 | 0.4818 | 0.5755 | 0.4818 | 0.6941 |
486
- | 0.2896 | 17.4 | 870 | 0.4892 | 0.5661 | 0.4892 | 0.6994 |
487
- | 0.2896 | 17.44 | 872 | 0.5242 | 0.5394 | 0.5242 | 0.7240 |
488
- | 0.2896 | 17.48 | 874 | 0.5758 | 0.4648 | 0.5758 | 0.7588 |
489
- | 0.2896 | 17.52 | 876 | 0.5686 | 0.4648 | 0.5686 | 0.7541 |
490
- | 0.2896 | 17.56 | 878 | 0.5213 | 0.5394 | 0.5213 | 0.7220 |
491
- | 0.2896 | 17.6 | 880 | 0.4619 | 0.5851 | 0.4619 | 0.6796 |
492
- | 0.2896 | 17.64 | 882 | 0.4587 | 0.5820 | 0.4587 | 0.6773 |
493
- | 0.2896 | 17.68 | 884 | 0.4865 | 0.5570 | 0.4865 | 0.6975 |
494
- | 0.2896 | 17.72 | 886 | 0.5612 | 0.5163 | 0.5612 | 0.7491 |
495
- | 0.2896 | 17.76 | 888 | 0.6309 | 0.4721 | 0.6309 | 0.7943 |
496
- | 0.2896 | 17.8 | 890 | 0.6871 | 0.4396 | 0.6871 | 0.8289 |
497
- | 0.2896 | 17.84 | 892 | 0.6447 | 0.4789 | 0.6447 | 0.8029 |
498
- | 0.2896 | 17.88 | 894 | 0.5486 | 0.5107 | 0.5486 | 0.7407 |
499
- | 0.2896 | 17.92 | 896 | 0.4736 | 0.6159 | 0.4736 | 0.6882 |
500
- | 0.2896 | 17.96 | 898 | 0.4613 | 0.6477 | 0.4613 | 0.6792 |
501
- | 0.2896 | 18.0 | 900 | 0.4812 | 0.5624 | 0.4812 | 0.6937 |
502
- | 0.2896 | 18.04 | 902 | 0.4925 | 0.5591 | 0.4925 | 0.7018 |
503
- | 0.2896 | 18.08 | 904 | 0.4777 | 0.5978 | 0.4777 | 0.6912 |
504
- | 0.2896 | 18.12 | 906 | 0.4480 | 0.6601 | 0.4480 | 0.6693 |
505
- | 0.2896 | 18.16 | 908 | 0.4239 | 0.7434 | 0.4239 | 0.6511 |
506
- | 0.2896 | 18.2 | 910 | 0.4141 | 0.6843 | 0.4141 | 0.6435 |
507
- | 0.2896 | 18.24 | 912 | 0.4121 | 0.7003 | 0.4121 | 0.6419 |
508
- | 0.2896 | 18.28 | 914 | 0.4486 | 0.6950 | 0.4486 | 0.6698 |
509
- | 0.2896 | 18.32 | 916 | 0.4943 | 0.6269 | 0.4943 | 0.7030 |
510
- | 0.2896 | 18.36 | 918 | 0.4954 | 0.6269 | 0.4954 | 0.7039 |
511
- | 0.2896 | 18.4 | 920 | 0.4546 | 0.6777 | 0.4546 | 0.6742 |
512
- | 0.2896 | 18.44 | 922 | 0.4390 | 0.6956 | 0.4390 | 0.6625 |
513
- | 0.2896 | 18.48 | 924 | 0.4289 | 0.7098 | 0.4289 | 0.6549 |
514
- | 0.2896 | 18.52 | 926 | 0.4310 | 0.6903 | 0.4310 | 0.6565 |
515
- | 0.2896 | 18.56 | 928 | 0.4478 | 0.6786 | 0.4478 | 0.6692 |
516
- | 0.2896 | 18.6 | 930 | 0.4801 | 0.6201 | 0.4801 | 0.6929 |
517
- | 0.2896 | 18.64 | 932 | 0.4946 | 0.5817 | 0.4946 | 0.7033 |
518
- | 0.2896 | 18.68 | 934 | 0.5186 | 0.5455 | 0.5186 | 0.7202 |
519
- | 0.2896 | 18.72 | 936 | 0.5726 | 0.5190 | 0.5726 | 0.7567 |
520
- | 0.2896 | 18.76 | 938 | 0.5872 | 0.5190 | 0.5872 | 0.7663 |
521
- | 0.2896 | 18.8 | 940 | 0.5280 | 0.5139 | 0.5280 | 0.7267 |
522
- | 0.2896 | 18.84 | 942 | 0.5072 | 0.5231 | 0.5072 | 0.7122 |
523
- | 0.2896 | 18.88 | 944 | 0.4531 | 0.6105 | 0.4531 | 0.6732 |
524
- | 0.2896 | 18.92 | 946 | 0.4216 | 0.7648 | 0.4216 | 0.6493 |
525
- | 0.2896 | 18.96 | 948 | 0.4066 | 0.7820 | 0.4066 | 0.6377 |
526
- | 0.2896 | 19.0 | 950 | 0.4035 | 0.7719 | 0.4035 | 0.6352 |
527
- | 0.2896 | 19.04 | 952 | 0.4085 | 0.7820 | 0.4085 | 0.6391 |
528
- | 0.2896 | 19.08 | 954 | 0.4508 | 0.6860 | 0.4508 | 0.6714 |
529
- | 0.2896 | 19.12 | 956 | 0.4818 | 0.5814 | 0.4818 | 0.6941 |
530
- | 0.2896 | 19.16 | 958 | 0.4763 | 0.5591 | 0.4763 | 0.6902 |
531
- | 0.2896 | 19.2 | 960 | 0.4697 | 0.5553 | 0.4697 | 0.6853 |
532
- | 0.2896 | 19.24 | 962 | 0.4998 | 0.5410 | 0.4998 | 0.7070 |
533
- | 0.2896 | 19.28 | 964 | 0.5339 | 0.5243 | 0.5339 | 0.7307 |
534
- | 0.2896 | 19.32 | 966 | 0.5320 | 0.5326 | 0.5320 | 0.7294 |
535
- | 0.2896 | 19.36 | 968 | 0.5056 | 0.5720 | 0.5056 | 0.7110 |
536
- | 0.2896 | 19.4 | 970 | 0.5197 | 0.5362 | 0.5197 | 0.7209 |
537
- | 0.2896 | 19.44 | 972 | 0.5403 | 0.5243 | 0.5403 | 0.7351 |
538
- | 0.2896 | 19.48 | 974 | 0.5723 | 0.5085 | 0.5723 | 0.7565 |
539
- | 0.2896 | 19.52 | 976 | 0.6427 | 0.4937 | 0.6427 | 0.8017 |
540
- | 0.2896 | 19.56 | 978 | 0.7336 | 0.4447 | 0.7336 | 0.8565 |
541
- | 0.2896 | 19.6 | 980 | 0.6632 | 0.5045 | 0.6632 | 0.8144 |
542
- | 0.2896 | 19.64 | 982 | 0.5511 | 0.5132 | 0.5511 | 0.7424 |
543
- | 0.2896 | 19.68 | 984 | 0.4564 | 0.6214 | 0.4564 | 0.6756 |
544
- | 0.2896 | 19.72 | 986 | 0.4311 | 0.6765 | 0.4311 | 0.6566 |
545
- | 0.2896 | 19.76 | 988 | 0.4128 | 0.7170 | 0.4128 | 0.6425 |
546
- | 0.2896 | 19.8 | 990 | 0.4121 | 0.6786 | 0.4121 | 0.6419 |
547
- | 0.2896 | 19.84 | 992 | 0.4295 | 0.6583 | 0.4295 | 0.6554 |
548
- | 0.2896 | 19.88 | 994 | 0.4541 | 0.6375 | 0.4541 | 0.6739 |
549
- | 0.2896 | 19.92 | 996 | 0.4950 | 0.6058 | 0.4950 | 0.7036 |
550
- | 0.2896 | 19.96 | 998 | 0.5380 | 0.5865 | 0.5380 | 0.7335 |
551
- | 0.0641 | 20.0 | 1000 | 0.5971 | 0.4947 | 0.5971 | 0.7727 |
552
- | 0.0641 | 20.04 | 1002 | 0.5960 | 0.4947 | 0.5960 | 0.7720 |
553
- | 0.0641 | 20.08 | 1004 | 0.5609 | 0.5345 | 0.5609 | 0.7489 |
554
- | 0.0641 | 20.12 | 1006 | 0.5081 | 0.5481 | 0.5081 | 0.7128 |
555
- | 0.0641 | 20.16 | 1008 | 0.4831 | 0.5481 | 0.4831 | 0.6951 |
556
- | 0.0641 | 20.2 | 1010 | 0.4825 | 0.5639 | 0.4825 | 0.6946 |
557
- | 0.0641 | 20.24 | 1012 | 0.5431 | 0.5163 | 0.5431 | 0.7369 |
558
- | 0.0641 | 20.28 | 1014 | 0.6345 | 0.4462 | 0.6345 | 0.7966 |
559
- | 0.0641 | 20.32 | 1016 | 0.6271 | 0.4462 | 0.6271 | 0.7919 |
560
- | 0.0641 | 20.36 | 1018 | 0.5553 | 0.4726 | 0.5553 | 0.7452 |
561
- | 0.0641 | 20.4 | 1020 | 0.4914 | 0.5091 | 0.4914 | 0.7010 |
562
- | 0.0641 | 20.44 | 1022 | 0.4858 | 0.5533 | 0.4858 | 0.6970 |
563
- | 0.0641 | 20.48 | 1024 | 0.5260 | 0.4824 | 0.5260 | 0.7253 |
564
- | 0.0641 | 20.52 | 1026 | 0.5843 | 0.4144 | 0.5843 | 0.7644 |
565
- | 0.0641 | 20.56 | 1028 | 0.6156 | 0.4102 | 0.6156 | 0.7846 |
566
- | 0.0641 | 20.6 | 1030 | 0.5797 | 0.4482 | 0.5797 | 0.7614 |
567
- | 0.0641 | 20.64 | 1032 | 0.5028 | 0.5481 | 0.5028 | 0.7091 |
568
- | 0.0641 | 20.68 | 1034 | 0.4404 | 0.6251 | 0.4404 | 0.6636 |
569
- | 0.0641 | 20.72 | 1036 | 0.4233 | 0.6488 | 0.4233 | 0.6507 |
570
- | 0.0641 | 20.76 | 1038 | 0.4252 | 0.6717 | 0.4252 | 0.6521 |
571
- | 0.0641 | 20.8 | 1040 | 0.4575 | 0.6477 | 0.4575 | 0.6764 |
572
- | 0.0641 | 20.84 | 1042 | 0.4840 | 0.5858 | 0.4840 | 0.6957 |
573
- | 0.0641 | 20.88 | 1044 | 0.5455 | 0.5132 | 0.5455 | 0.7386 |
574
- | 0.0641 | 20.92 | 1046 | 0.5553 | 0.5132 | 0.5553 | 0.7452 |
575
- | 0.0641 | 20.96 | 1048 | 0.4981 | 0.5817 | 0.4981 | 0.7058 |
576
- | 0.0641 | 21.0 | 1050 | 0.4432 | 0.6368 | 0.4432 | 0.6657 |
577
- | 0.0641 | 21.04 | 1052 | 0.4425 | 0.6360 | 0.4425 | 0.6652 |
578
- | 0.0641 | 21.08 | 1054 | 0.4628 | 0.6123 | 0.4628 | 0.6803 |
579
- | 0.0641 | 21.12 | 1056 | 0.4908 | 0.5374 | 0.4908 | 0.7005 |
580
- | 0.0641 | 21.16 | 1058 | 0.5335 | 0.5664 | 0.5335 | 0.7304 |
581
- | 0.0641 | 21.2 | 1060 | 0.5442 | 0.5233 | 0.5442 | 0.7377 |
582
- | 0.0641 | 21.24 | 1062 | 0.5396 | 0.5292 | 0.5396 | 0.7346 |
583
- | 0.0641 | 21.28 | 1064 | 0.4936 | 0.6037 | 0.4936 | 0.7026 |
584
- | 0.0641 | 21.32 | 1066 | 0.4564 | 0.6037 | 0.4564 | 0.6756 |
585
- | 0.0641 | 21.36 | 1068 | 0.4395 | 0.6368 | 0.4395 | 0.6630 |
586
- | 0.0641 | 21.4 | 1070 | 0.4277 | 0.6360 | 0.4277 | 0.6540 |
587
- | 0.0641 | 21.44 | 1072 | 0.4375 | 0.6360 | 0.4375 | 0.6614 |
588
- | 0.0641 | 21.48 | 1074 | 0.4809 | 0.6273 | 0.4809 | 0.6935 |
589
- | 0.0641 | 21.52 | 1076 | 0.5721 | 0.4933 | 0.5721 | 0.7564 |
590
- | 0.0641 | 21.56 | 1078 | 0.6538 | 0.4437 | 0.6538 | 0.8086 |
591
- | 0.0641 | 21.6 | 1080 | 0.7386 | 0.4321 | 0.7386 | 0.8594 |
592
- | 0.0641 | 21.64 | 1082 | 0.7344 | 0.4321 | 0.7344 | 0.8570 |
593
- | 0.0641 | 21.68 | 1084 | 0.6476 | 0.4488 | 0.6476 | 0.8047 |
594
 
595
 
596
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k11_task7_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k11_task7_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: 0.8781
19
+ - Qwk: 0.3481
20
+ - Mse: 0.8781
21
+ - Rmse: 0.9371
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0364 | 2 | 2.6122 | -0.0924 | 2.6122 | 1.6162 |
53
+ | No log | 0.0727 | 4 | 1.1697 | 0.1797 | 1.1697 | 1.0815 |
54
+ | No log | 0.1091 | 6 | 0.6923 | 0.2486 | 0.6923 | 0.8320 |
55
+ | No log | 0.1455 | 8 | 1.0369 | 0.2141 | 1.0369 | 1.0183 |
56
+ | No log | 0.1818 | 10 | 1.3344 | 0.0599 | 1.3344 | 1.1552 |
57
+ | No log | 0.2182 | 12 | 1.4565 | -0.0369 | 1.4565 | 1.2069 |
58
+ | No log | 0.2545 | 14 | 1.4415 | -0.0605 | 1.4415 | 1.2006 |
59
+ | No log | 0.2909 | 16 | 1.3658 | 0.1067 | 1.3658 | 1.1687 |
60
+ | No log | 0.3273 | 18 | 1.1264 | 0.3118 | 1.1264 | 1.0613 |
61
+ | No log | 0.3636 | 20 | 0.9641 | 0.3395 | 0.9641 | 0.9819 |
62
+ | No log | 0.4 | 22 | 0.8929 | 0.3579 | 0.8929 | 0.9449 |
63
+ | No log | 0.4364 | 24 | 0.7637 | 0.2904 | 0.7637 | 0.8739 |
64
+ | No log | 0.4727 | 26 | 0.7344 | 0.2904 | 0.7344 | 0.8570 |
65
+ | No log | 0.5091 | 28 | 0.6335 | 0.4489 | 0.6335 | 0.7959 |
66
+ | No log | 0.5455 | 30 | 0.6000 | 0.3336 | 0.6000 | 0.7746 |
67
+ | No log | 0.5818 | 32 | 0.6114 | 0.4273 | 0.6114 | 0.7819 |
68
+ | No log | 0.6182 | 34 | 0.6336 | 0.2987 | 0.6336 | 0.7960 |
69
+ | No log | 0.6545 | 36 | 0.7208 | 0.3396 | 0.7208 | 0.8490 |
70
+ | No log | 0.6909 | 38 | 0.7567 | 0.1561 | 0.7567 | 0.8699 |
71
+ | No log | 0.7273 | 40 | 0.7103 | 0.1508 | 0.7103 | 0.8428 |
72
+ | No log | 0.7636 | 42 | 0.6573 | 0.2145 | 0.6573 | 0.8107 |
73
+ | No log | 0.8 | 44 | 0.6616 | 0.3238 | 0.6616 | 0.8134 |
74
+ | No log | 0.8364 | 46 | 0.8007 | 0.3889 | 0.8007 | 0.8948 |
75
+ | No log | 0.8727 | 48 | 1.0384 | 0.3436 | 1.0384 | 1.0190 |
76
+ | No log | 0.9091 | 50 | 1.1907 | 0.0471 | 1.1907 | 1.0912 |
77
+ | No log | 0.9455 | 52 | 1.1490 | 0.0390 | 1.1490 | 1.0719 |
78
+ | No log | 0.9818 | 54 | 1.0745 | 0.1243 | 1.0745 | 1.0366 |
79
+ | No log | 1.0182 | 56 | 1.0408 | 0.2703 | 1.0408 | 1.0202 |
80
+ | No log | 1.0545 | 58 | 0.9044 | 0.3359 | 0.9044 | 0.9510 |
81
+ | No log | 1.0909 | 60 | 0.7449 | 0.3675 | 0.7449 | 0.8631 |
82
+ | No log | 1.1273 | 62 | 0.6103 | 0.3524 | 0.6103 | 0.7812 |
83
+ | No log | 1.1636 | 64 | 0.6343 | 0.4174 | 0.6343 | 0.7964 |
84
+ | No log | 1.2 | 66 | 0.6888 | 0.3730 | 0.6888 | 0.8300 |
85
+ | No log | 1.2364 | 68 | 0.7023 | 0.3730 | 0.7023 | 0.8380 |
86
+ | No log | 1.2727 | 70 | 0.6482 | 0.4262 | 0.6482 | 0.8051 |
87
+ | No log | 1.3091 | 72 | 0.6354 | 0.3910 | 0.6354 | 0.7971 |
88
+ | No log | 1.3455 | 74 | 0.7545 | 0.5101 | 0.7545 | 0.8686 |
89
+ | No log | 1.3818 | 76 | 0.9570 | 0.3524 | 0.9570 | 0.9783 |
90
+ | No log | 1.4182 | 78 | 1.0473 | 0.2939 | 1.0473 | 1.0234 |
91
+ | No log | 1.4545 | 80 | 1.1210 | 0.2939 | 1.1210 | 1.0588 |
92
+ | No log | 1.4909 | 82 | 1.0275 | 0.2909 | 1.0275 | 1.0137 |
93
+ | No log | 1.5273 | 84 | 0.9337 | 0.3376 | 0.9337 | 0.9663 |
94
+ | No log | 1.5636 | 86 | 0.8626 | 0.3174 | 0.8626 | 0.9287 |
95
+ | No log | 1.6 | 88 | 0.7502 | 0.4413 | 0.7502 | 0.8661 |
96
+ | No log | 1.6364 | 90 | 0.6696 | 0.4597 | 0.6696 | 0.8183 |
97
+ | No log | 1.6727 | 92 | 0.6661 | 0.4597 | 0.6661 | 0.8162 |
98
+ | No log | 1.7091 | 94 | 0.7071 | 0.4104 | 0.7071 | 0.8409 |
99
+ | No log | 1.7455 | 96 | 0.7936 | 0.4246 | 0.7936 | 0.8909 |
100
+ | No log | 1.7818 | 98 | 0.7416 | 0.4683 | 0.7416 | 0.8611 |
101
+ | No log | 1.8182 | 100 | 0.7849 | 0.4230 | 0.7849 | 0.8860 |
102
+ | No log | 1.8545 | 102 | 0.8441 | 0.4332 | 0.8441 | 0.9188 |
103
+ | No log | 1.8909 | 104 | 0.7952 | 0.4203 | 0.7952 | 0.8917 |
104
+ | No log | 1.9273 | 106 | 0.7597 | 0.3981 | 0.7597 | 0.8716 |
105
+ | No log | 1.9636 | 108 | 0.7919 | 0.4851 | 0.7919 | 0.8899 |
106
+ | No log | 2.0 | 110 | 0.8469 | 0.5365 | 0.8469 | 0.9203 |
107
+ | No log | 2.0364 | 112 | 0.8359 | 0.4754 | 0.8359 | 0.9143 |
108
+ | No log | 2.0727 | 114 | 0.7248 | 0.4705 | 0.7248 | 0.8513 |
109
+ | No log | 2.1091 | 116 | 0.6599 | 0.4749 | 0.6599 | 0.8123 |
110
+ | No log | 2.1455 | 118 | 0.6503 | 0.4978 | 0.6503 | 0.8064 |
111
+ | No log | 2.1818 | 120 | 0.6656 | 0.4808 | 0.6656 | 0.8158 |
112
+ | No log | 2.2182 | 122 | 0.6008 | 0.5063 | 0.6008 | 0.7751 |
113
+ | No log | 2.2545 | 124 | 0.5656 | 0.5512 | 0.5656 | 0.7520 |
114
+ | No log | 2.2909 | 126 | 0.5398 | 0.4966 | 0.5398 | 0.7347 |
115
+ | No log | 2.3273 | 128 | 0.5633 | 0.5395 | 0.5633 | 0.7506 |
116
+ | No log | 2.3636 | 130 | 0.6468 | 0.4749 | 0.6468 | 0.8043 |
117
+ | No log | 2.4 | 132 | 0.8224 | 0.3727 | 0.8224 | 0.9068 |
118
+ | No log | 2.4364 | 134 | 1.0126 | 0.3721 | 1.0126 | 1.0063 |
119
+ | No log | 2.4727 | 136 | 1.0172 | 0.2838 | 1.0172 | 1.0085 |
120
+ | No log | 2.5091 | 138 | 0.9692 | 0.2827 | 0.9692 | 0.9845 |
121
+ | No log | 2.5455 | 140 | 0.9310 | 0.2710 | 0.9310 | 0.9649 |
122
+ | No log | 2.5818 | 142 | 0.8533 | 0.3346 | 0.8533 | 0.9237 |
123
+ | No log | 2.6182 | 144 | 0.8222 | 0.3806 | 0.8222 | 0.9068 |
124
+ | No log | 2.6545 | 146 | 0.6908 | 0.4057 | 0.6908 | 0.8311 |
125
+ | No log | 2.6909 | 148 | 0.5960 | 0.5422 | 0.5960 | 0.7720 |
126
+ | No log | 2.7273 | 150 | 0.5992 | 0.4299 | 0.5992 | 0.7741 |
127
+ | No log | 2.7636 | 152 | 0.6048 | 0.4299 | 0.6048 | 0.7777 |
128
+ | No log | 2.8 | 154 | 0.6073 | 0.4569 | 0.6073 | 0.7793 |
129
+ | No log | 2.8364 | 156 | 0.5926 | 0.4201 | 0.5926 | 0.7698 |
130
+ | No log | 2.8727 | 158 | 0.6114 | 0.4801 | 0.6114 | 0.7819 |
131
+ | No log | 2.9091 | 160 | 0.6709 | 0.3781 | 0.6709 | 0.8191 |
132
+ | No log | 2.9455 | 162 | 0.6804 | 0.4295 | 0.6804 | 0.8249 |
133
+ | No log | 2.9818 | 164 | 0.7180 | 0.4038 | 0.7180 | 0.8474 |
134
+ | No log | 3.0182 | 166 | 0.7179 | 0.4385 | 0.7179 | 0.8473 |
135
+ | No log | 3.0545 | 168 | 0.7106 | 0.4738 | 0.7106 | 0.8430 |
136
+ | No log | 3.0909 | 170 | 0.6757 | 0.5059 | 0.6757 | 0.8220 |
137
+ | No log | 3.1273 | 172 | 0.6021 | 0.5015 | 0.6021 | 0.7760 |
138
+ | No log | 3.1636 | 174 | 0.5800 | 0.5362 | 0.5800 | 0.7616 |
139
+ | No log | 3.2 | 176 | 0.5869 | 0.5411 | 0.5869 | 0.7661 |
140
+ | No log | 3.2364 | 178 | 0.6644 | 0.5561 | 0.6644 | 0.8151 |
141
+ | No log | 3.2727 | 180 | 0.7467 | 0.4839 | 0.7467 | 0.8641 |
142
+ | No log | 3.3091 | 182 | 0.7382 | 0.4353 | 0.7382 | 0.8592 |
143
+ | No log | 3.3455 | 184 | 0.6342 | 0.4218 | 0.6342 | 0.7964 |
144
+ | No log | 3.3818 | 186 | 0.5825 | 0.4330 | 0.5825 | 0.7632 |
145
+ | No log | 3.4182 | 188 | 0.5717 | 0.4420 | 0.5717 | 0.7561 |
146
+ | No log | 3.4545 | 190 | 0.5574 | 0.4888 | 0.5574 | 0.7466 |
147
+ | No log | 3.4909 | 192 | 0.5830 | 0.5016 | 0.5830 | 0.7635 |
148
+ | No log | 3.5273 | 194 | 0.6209 | 0.4764 | 0.6209 | 0.7880 |
149
+ | No log | 3.5636 | 196 | 0.7006 | 0.4418 | 0.7006 | 0.8370 |
150
+ | No log | 3.6 | 198 | 0.7090 | 0.4051 | 0.7090 | 0.8420 |
151
+ | No log | 3.6364 | 200 | 0.7461 | 0.4409 | 0.7461 | 0.8638 |
152
+ | No log | 3.6727 | 202 | 0.7868 | 0.3688 | 0.7868 | 0.8870 |
153
+ | No log | 3.7091 | 204 | 0.7400 | 0.4014 | 0.7400 | 0.8602 |
154
+ | No log | 3.7455 | 206 | 0.6557 | 0.5252 | 0.6557 | 0.8097 |
155
+ | No log | 3.7818 | 208 | 0.5806 | 0.5736 | 0.5806 | 0.7620 |
156
+ | No log | 3.8182 | 210 | 0.5685 | 0.6300 | 0.5685 | 0.7540 |
157
+ | No log | 3.8545 | 212 | 0.5741 | 0.6025 | 0.5741 | 0.7577 |
158
+ | No log | 3.8909 | 214 | 0.6001 | 0.5934 | 0.6001 | 0.7746 |
159
+ | No log | 3.9273 | 216 | 0.5583 | 0.5831 | 0.5583 | 0.7472 |
160
+ | No log | 3.9636 | 218 | 0.5575 | 0.5741 | 0.5575 | 0.7466 |
161
+ | No log | 4.0 | 220 | 0.5972 | 0.5772 | 0.5972 | 0.7728 |
162
+ | No log | 4.0364 | 222 | 0.5775 | 0.5831 | 0.5775 | 0.7599 |
163
+ | No log | 4.0727 | 224 | 0.5289 | 0.6313 | 0.5289 | 0.7273 |
164
+ | No log | 4.1091 | 226 | 0.5273 | 0.6032 | 0.5273 | 0.7262 |
165
+ | No log | 4.1455 | 228 | 0.5560 | 0.5708 | 0.5560 | 0.7457 |
166
+ | No log | 4.1818 | 230 | 0.5738 | 0.5254 | 0.5738 | 0.7575 |
167
+ | No log | 4.2182 | 232 | 0.6230 | 0.4892 | 0.6230 | 0.7893 |
168
+ | No log | 4.2545 | 234 | 0.7497 | 0.3887 | 0.7497 | 0.8659 |
169
+ | No log | 4.2909 | 236 | 0.8397 | 0.4489 | 0.8397 | 0.9163 |
170
+ | No log | 4.3273 | 238 | 0.7863 | 0.4166 | 0.7863 | 0.8867 |
171
+ | No log | 4.3636 | 240 | 0.6486 | 0.4961 | 0.6486 | 0.8054 |
172
+ | No log | 4.4 | 242 | 0.5744 | 0.5817 | 0.5744 | 0.7579 |
173
+ | No log | 4.4364 | 244 | 0.5609 | 0.5173 | 0.5609 | 0.7489 |
174
+ | No log | 4.4727 | 246 | 0.5471 | 0.5473 | 0.5471 | 0.7397 |
175
+ | No log | 4.5091 | 248 | 0.5328 | 0.6115 | 0.5328 | 0.7300 |
176
+ | No log | 4.5455 | 250 | 0.5606 | 0.5567 | 0.5606 | 0.7488 |
177
+ | No log | 4.5818 | 252 | 0.5863 | 0.4895 | 0.5863 | 0.7657 |
178
+ | No log | 4.6182 | 254 | 0.6662 | 0.4144 | 0.6662 | 0.8162 |
179
+ | No log | 4.6545 | 256 | 0.7954 | 0.4165 | 0.7954 | 0.8919 |
180
+ | No log | 4.6909 | 258 | 0.8490 | 0.4511 | 0.8490 | 0.9214 |
181
+ | No log | 4.7273 | 260 | 0.8220 | 0.4683 | 0.8220 | 0.9066 |
182
+ | No log | 4.7636 | 262 | 0.7111 | 0.4265 | 0.7111 | 0.8433 |
183
+ | No log | 4.8 | 264 | 0.6175 | 0.4484 | 0.6175 | 0.7858 |
184
+ | No log | 4.8364 | 266 | 0.5687 | 0.5272 | 0.5687 | 0.7541 |
185
+ | No log | 4.8727 | 268 | 0.5597 | 0.5756 | 0.5597 | 0.7482 |
186
+ | No log | 4.9091 | 270 | 0.5891 | 0.5383 | 0.5891 | 0.7675 |
187
+ | No log | 4.9455 | 272 | 0.6351 | 0.5751 | 0.6351 | 0.7969 |
188
+ | No log | 4.9818 | 274 | 0.6240 | 0.5639 | 0.6240 | 0.7899 |
189
+ | No log | 5.0182 | 276 | 0.6382 | 0.5176 | 0.6382 | 0.7989 |
190
+ | No log | 5.0545 | 278 | 0.5832 | 0.5639 | 0.5832 | 0.7637 |
191
+ | No log | 5.0909 | 280 | 0.5524 | 0.5980 | 0.5524 | 0.7432 |
192
+ | No log | 5.1273 | 282 | 0.5503 | 0.5752 | 0.5503 | 0.7418 |
193
+ | No log | 5.1636 | 284 | 0.5552 | 0.5254 | 0.5552 | 0.7451 |
194
+ | No log | 5.2 | 286 | 0.6099 | 0.5223 | 0.6099 | 0.7810 |
195
+ | No log | 5.2364 | 288 | 0.6469 | 0.4646 | 0.6469 | 0.8043 |
196
+ | No log | 5.2727 | 290 | 0.6797 | 0.4666 | 0.6797 | 0.8244 |
197
+ | No log | 5.3091 | 292 | 0.6328 | 0.5484 | 0.6328 | 0.7955 |
198
+ | No log | 5.3455 | 294 | 0.5682 | 0.5373 | 0.5682 | 0.7538 |
199
+ | No log | 5.3818 | 296 | 0.5376 | 0.5647 | 0.5376 | 0.7332 |
200
+ | No log | 5.4182 | 298 | 0.5451 | 0.5711 | 0.5451 | 0.7383 |
201
+ | No log | 5.4545 | 300 | 0.5701 | 0.5646 | 0.5701 | 0.7551 |
202
+ | No log | 5.4909 | 302 | 0.5773 | 0.5646 | 0.5773 | 0.7598 |
203
+ | No log | 5.5273 | 304 | 0.5568 | 0.5827 | 0.5568 | 0.7462 |
204
+ | No log | 5.5636 | 306 | 0.5369 | 0.5784 | 0.5369 | 0.7327 |
205
+ | No log | 5.6 | 308 | 0.5232 | 0.5159 | 0.5232 | 0.7233 |
206
+ | No log | 5.6364 | 310 | 0.5533 | 0.5141 | 0.5533 | 0.7438 |
207
+ | No log | 5.6727 | 312 | 0.6240 | 0.5237 | 0.6240 | 0.7899 |
208
+ | No log | 5.7091 | 314 | 0.7192 | 0.4667 | 0.7192 | 0.8481 |
209
+ | No log | 5.7455 | 316 | 0.7684 | 0.4039 | 0.7684 | 0.8766 |
210
+ | No log | 5.7818 | 318 | 0.7094 | 0.4072 | 0.7094 | 0.8423 |
211
+ | No log | 5.8182 | 320 | 0.6417 | 0.4705 | 0.6417 | 0.8010 |
212
+ | No log | 5.8545 | 322 | 0.6233 | 0.4964 | 0.6233 | 0.7895 |
213
+ | No log | 5.8909 | 324 | 0.6117 | 0.4726 | 0.6117 | 0.7821 |
214
+ | No log | 5.9273 | 326 | 0.6271 | 0.5237 | 0.6271 | 0.7919 |
215
+ | No log | 5.9636 | 328 | 0.6531 | 0.5133 | 0.6531 | 0.8082 |
216
+ | No log | 6.0 | 330 | 0.5967 | 0.5098 | 0.5967 | 0.7724 |
217
+ | No log | 6.0364 | 332 | 0.5580 | 0.4934 | 0.5580 | 0.7470 |
218
+ | No log | 6.0727 | 334 | 0.5716 | 0.4613 | 0.5716 | 0.7560 |
219
+ | No log | 6.1091 | 336 | 0.5853 | 0.4681 | 0.5853 | 0.7650 |
220
+ | No log | 6.1455 | 338 | 0.6314 | 0.4933 | 0.6314 | 0.7946 |
221
+ | No log | 6.1818 | 340 | 0.7320 | 0.4366 | 0.7320 | 0.8556 |
222
+ | No log | 6.2182 | 342 | 0.8060 | 0.3946 | 0.8060 | 0.8978 |
223
+ | No log | 6.2545 | 344 | 0.8015 | 0.4432 | 0.8015 | 0.8953 |
224
+ | No log | 6.2909 | 346 | 0.7166 | 0.4438 | 0.7166 | 0.8465 |
225
+ | No log | 6.3273 | 348 | 0.6360 | 0.5206 | 0.6360 | 0.7975 |
226
+ | No log | 6.3636 | 350 | 0.5817 | 0.5157 | 0.5817 | 0.7627 |
227
+ | No log | 6.4 | 352 | 0.5522 | 0.5239 | 0.5522 | 0.7431 |
228
+ | No log | 6.4364 | 354 | 0.5467 | 0.5528 | 0.5467 | 0.7394 |
229
+ | No log | 6.4727 | 356 | 0.5680 | 0.5324 | 0.5680 | 0.7537 |
230
+ | No log | 6.5091 | 358 | 0.5803 | 0.5437 | 0.5803 | 0.7618 |
231
+ | No log | 6.5455 | 360 | 0.6032 | 0.4685 | 0.6032 | 0.7767 |
232
+ | No log | 6.5818 | 362 | 0.6260 | 0.4060 | 0.6260 | 0.7912 |
233
+ | No log | 6.6182 | 364 | 0.6575 | 0.5310 | 0.6575 | 0.8109 |
234
+ | No log | 6.6545 | 366 | 0.7324 | 0.4114 | 0.7324 | 0.8558 |
235
+ | No log | 6.6909 | 368 | 0.8136 | 0.4953 | 0.8136 | 0.9020 |
236
+ | No log | 6.7273 | 370 | 0.8248 | 0.4511 | 0.8248 | 0.9082 |
237
+ | No log | 6.7636 | 372 | 0.7524 | 0.4867 | 0.7524 | 0.8674 |
238
+ | No log | 6.8 | 374 | 0.6601 | 0.4606 | 0.6601 | 0.8125 |
239
+ | No log | 6.8364 | 376 | 0.6267 | 0.5467 | 0.6267 | 0.7917 |
240
+ | No log | 6.8727 | 378 | 0.6133 | 0.5386 | 0.6133 | 0.7832 |
241
+ | No log | 6.9091 | 380 | 0.5997 | 0.4933 | 0.5997 | 0.7744 |
242
+ | No log | 6.9455 | 382 | 0.6151 | 0.4933 | 0.6151 | 0.7843 |
243
+ | No log | 6.9818 | 384 | 0.6021 | 0.4933 | 0.6021 | 0.7759 |
244
+ | No log | 7.0182 | 386 | 0.5978 | 0.4721 | 0.5978 | 0.7732 |
245
+ | No log | 7.0545 | 388 | 0.6159 | 0.4484 | 0.6159 | 0.7848 |
246
+ | No log | 7.0909 | 390 | 0.6251 | 0.4622 | 0.6251 | 0.7906 |
247
+ | No log | 7.1273 | 392 | 0.6351 | 0.4484 | 0.6351 | 0.7970 |
248
+ | No log | 7.1636 | 394 | 0.6524 | 0.4916 | 0.6524 | 0.8077 |
249
+ | No log | 7.2 | 396 | 0.6276 | 0.4997 | 0.6276 | 0.7922 |
250
+ | No log | 7.2364 | 398 | 0.6258 | 0.4721 | 0.6258 | 0.7911 |
251
+ | No log | 7.2727 | 400 | 0.6598 | 0.4980 | 0.6598 | 0.8123 |
252
+ | No log | 7.3091 | 402 | 0.6979 | 0.4893 | 0.6979 | 0.8354 |
253
+ | No log | 7.3455 | 404 | 0.6818 | 0.4531 | 0.6818 | 0.8257 |
254
+ | No log | 7.3818 | 406 | 0.6310 | 0.4294 | 0.6310 | 0.7944 |
255
+ | No log | 7.4182 | 408 | 0.6046 | 0.4059 | 0.6046 | 0.7776 |
256
+ | No log | 7.4545 | 410 | 0.6191 | 0.4036 | 0.6191 | 0.7868 |
257
+ | No log | 7.4909 | 412 | 0.6737 | 0.4272 | 0.6737 | 0.8208 |
258
+ | No log | 7.5273 | 414 | 0.7559 | 0.3638 | 0.7559 | 0.8694 |
259
+ | No log | 7.5636 | 416 | 0.8002 | 0.3638 | 0.8002 | 0.8945 |
260
+ | No log | 7.6 | 418 | 0.7882 | 0.3803 | 0.7882 | 0.8878 |
261
+ | No log | 7.6364 | 420 | 0.7698 | 0.3638 | 0.7698 | 0.8774 |
262
+ | No log | 7.6727 | 422 | 0.8063 | 0.3980 | 0.8063 | 0.8980 |
263
+ | No log | 7.7091 | 424 | 0.8200 | 0.4363 | 0.8200 | 0.9056 |
264
+ | No log | 7.7455 | 426 | 0.7408 | 0.3638 | 0.7408 | 0.8607 |
265
+ | No log | 7.7818 | 428 | 0.6491 | 0.4749 | 0.6491 | 0.8057 |
266
+ | No log | 7.8182 | 430 | 0.6632 | 0.4491 | 0.6632 | 0.8144 |
267
+ | No log | 7.8545 | 432 | 0.7148 | 0.3940 | 0.7148 | 0.8454 |
268
+ | No log | 7.8909 | 434 | 0.7582 | 0.3940 | 0.7582 | 0.8708 |
269
+ | No log | 7.9273 | 436 | 0.8332 | 0.3439 | 0.8332 | 0.9128 |
270
+ | No log | 7.9636 | 438 | 0.9564 | 0.3253 | 0.9564 | 0.9780 |
271
+ | No log | 8.0 | 440 | 1.1334 | 0.3082 | 1.1334 | 1.0646 |
272
+ | No log | 8.0364 | 442 | 1.2071 | 0.3103 | 1.2071 | 1.0987 |
273
+ | No log | 8.0727 | 444 | 1.0299 | 0.3221 | 1.0299 | 1.0148 |
274
+ | No log | 8.1091 | 446 | 0.7724 | 0.3433 | 0.7724 | 0.8788 |
275
+ | No log | 8.1455 | 448 | 0.6366 | 0.4247 | 0.6366 | 0.7979 |
276
+ | No log | 8.1818 | 450 | 0.5897 | 0.5177 | 0.5897 | 0.7679 |
277
+ | No log | 8.2182 | 452 | 0.6094 | 0.4371 | 0.6094 | 0.7806 |
278
+ | No log | 8.2545 | 454 | 0.6377 | 0.4522 | 0.6377 | 0.7986 |
279
+ | No log | 8.2909 | 456 | 0.7083 | 0.3934 | 0.7083 | 0.8416 |
280
+ | No log | 8.3273 | 458 | 0.7033 | 0.3934 | 0.7033 | 0.8386 |
281
+ | No log | 8.3636 | 460 | 0.6453 | 0.4444 | 0.6453 | 0.8033 |
282
+ | No log | 8.4 | 462 | 0.5889 | 0.4769 | 0.5889 | 0.7674 |
283
+ | No log | 8.4364 | 464 | 0.5934 | 0.4534 | 0.5934 | 0.7704 |
284
+ | No log | 8.4727 | 466 | 0.6054 | 0.4059 | 0.6054 | 0.7781 |
285
+ | No log | 8.5091 | 468 | 0.6715 | 0.3914 | 0.6715 | 0.8195 |
286
+ | No log | 8.5455 | 470 | 0.7058 | 0.3630 | 0.7058 | 0.8401 |
287
+ | No log | 8.5818 | 472 | 0.7517 | 0.3630 | 0.7517 | 0.8670 |
288
+ | No log | 8.6182 | 474 | 0.7260 | 0.3630 | 0.7260 | 0.8520 |
289
+ | No log | 8.6545 | 476 | 0.7035 | 0.3699 | 0.7035 | 0.8387 |
290
+ | No log | 8.6909 | 478 | 0.6374 | 0.4430 | 0.6374 | 0.7984 |
291
+ | No log | 8.7273 | 480 | 0.6105 | 0.4602 | 0.6105 | 0.7813 |
292
+ | No log | 8.7636 | 482 | 0.5897 | 0.4542 | 0.5897 | 0.7679 |
293
+ | No log | 8.8 | 484 | 0.5885 | 0.4484 | 0.5885 | 0.7671 |
294
+ | No log | 8.8364 | 486 | 0.6167 | 0.4389 | 0.6167 | 0.7853 |
295
+ | No log | 8.8727 | 488 | 0.6383 | 0.4745 | 0.6383 | 0.7990 |
296
+ | No log | 8.9091 | 490 | 0.6450 | 0.4444 | 0.6450 | 0.8031 |
297
+ | No log | 8.9455 | 492 | 0.6569 | 0.4444 | 0.6569 | 0.8105 |
298
+ | No log | 8.9818 | 494 | 0.7066 | 0.4153 | 0.7066 | 0.8406 |
299
+ | No log | 9.0182 | 496 | 0.7481 | 0.4085 | 0.7481 | 0.8649 |
300
+ | No log | 9.0545 | 498 | 0.7680 | 0.4180 | 0.7680 | 0.8764 |
301
+ | 0.3313 | 9.0909 | 500 | 0.6969 | 0.4512 | 0.6969 | 0.8348 |
302
+ | 0.3313 | 9.1273 | 502 | 0.6103 | 0.4451 | 0.6103 | 0.7812 |
303
+ | 0.3313 | 9.1636 | 504 | 0.5726 | 0.4413 | 0.5726 | 0.7567 |
304
+ | 0.3313 | 9.2 | 506 | 0.5600 | 0.4968 | 0.5600 | 0.7483 |
305
+ | 0.3313 | 9.2364 | 508 | 0.5509 | 0.5272 | 0.5509 | 0.7422 |
306
+ | 0.3313 | 9.2727 | 510 | 0.5447 | 0.4892 | 0.5447 | 0.7380 |
307
+ | 0.3313 | 9.3091 | 512 | 0.5567 | 0.4619 | 0.5567 | 0.7461 |
308
+ | 0.3313 | 9.3455 | 514 | 0.5525 | 0.4801 | 0.5525 | 0.7433 |
309
+ | 0.3313 | 9.3818 | 516 | 0.5636 | 0.4699 | 0.5636 | 0.7508 |
310
+ | 0.3313 | 9.4182 | 518 | 0.6385 | 0.3985 | 0.6385 | 0.7990 |
311
+ | 0.3313 | 9.4545 | 520 | 0.7336 | 0.3297 | 0.7336 | 0.8565 |
312
+ | 0.3313 | 9.4909 | 522 | 0.8199 | 0.3521 | 0.8199 | 0.9055 |
313
+ | 0.3313 | 9.5273 | 524 | 0.9109 | 0.3317 | 0.9109 | 0.9544 |
314
+ | 0.3313 | 9.5636 | 526 | 0.8781 | 0.3481 | 0.8781 | 0.9371 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
315
 
316
 
317
  ### Framework versions