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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k14_task7_organization

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  1. README.md +261 -266
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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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k13_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k13_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: 0.5298
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- - Qwk: 0.5022
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- - Mse: 0.5298
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- - Rmse: 0.7279
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  ## Model description
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@@ -49,266 +49,261 @@ 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 | 2.4361 | -0.0646 | 2.4361 | 1.5608 |
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- | No log | 0.0909 | 4 | 1.2781 | 0.0679 | 1.2781 | 1.1305 |
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- | No log | 0.1364 | 6 | 1.1987 | -0.0886 | 1.1987 | 1.0948 |
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- | No log | 0.1818 | 8 | 1.0693 | 0.1010 | 1.0693 | 1.0341 |
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- | No log | 0.2273 | 10 | 0.8312 | 0.0444 | 0.8312 | 0.9117 |
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- | No log | 0.2727 | 12 | 0.7905 | 0.1724 | 0.7905 | 0.8891 |
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- | No log | 0.3182 | 14 | 1.3614 | 0.1694 | 1.3614 | 1.1668 |
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- | No log | 0.3636 | 16 | 1.2133 | 0.1694 | 1.2133 | 1.1015 |
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- | No log | 0.4091 | 18 | 0.9059 | 0.2008 | 0.9059 | 0.9518 |
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- | No log | 0.4545 | 20 | 0.8375 | -0.0426 | 0.8375 | 0.9152 |
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- | No log | 0.5 | 22 | 0.7690 | 0.0840 | 0.7690 | 0.8769 |
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- | No log | 0.5455 | 24 | 0.7958 | 0.1139 | 0.7958 | 0.8921 |
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- | No log | 0.5909 | 26 | 0.7407 | 0.1922 | 0.7407 | 0.8606 |
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- | No log | 0.6364 | 28 | 0.7684 | 0.0 | 0.7684 | 0.8766 |
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- | No log | 0.6818 | 30 | 0.8974 | 0.0547 | 0.8974 | 0.9473 |
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- | No log | 0.7273 | 32 | 1.0154 | 0.1313 | 1.0154 | 1.0077 |
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- | No log | 0.7727 | 34 | 0.9447 | 0.1957 | 0.9447 | 0.9719 |
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- | No log | 0.8182 | 36 | 0.8862 | 0.2331 | 0.8862 | 0.9414 |
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- | No log | 0.8636 | 38 | 0.7866 | 0.1739 | 0.7866 | 0.8869 |
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- | No log | 0.9091 | 40 | 0.6531 | 0.1942 | 0.6531 | 0.8081 |
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- | No log | 0.9545 | 42 | 0.6932 | 0.1456 | 0.6932 | 0.8326 |
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- | No log | 1.0 | 44 | 0.8511 | 0.0 | 0.8511 | 0.9225 |
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- | No log | 1.0455 | 46 | 0.8871 | 0.0 | 0.8871 | 0.9419 |
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- | No log | 1.0909 | 48 | 0.7932 | 0.0481 | 0.7932 | 0.8906 |
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- | No log | 1.1364 | 50 | 0.9002 | 0.1724 | 0.9002 | 0.9488 |
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- | No log | 1.1818 | 52 | 0.9945 | 0.2087 | 0.9945 | 0.9972 |
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- | No log | 1.2273 | 54 | 0.9051 | 0.0947 | 0.9051 | 0.9514 |
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- | No log | 1.2727 | 56 | 0.8769 | 0.1739 | 0.8769 | 0.9364 |
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- | No log | 1.3182 | 58 | 0.8373 | 0.1352 | 0.8373 | 0.9150 |
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- | No log | 1.3636 | 60 | 0.8862 | 0.2027 | 0.8862 | 0.9414 |
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- | No log | 1.4091 | 62 | 0.9602 | 0.1618 | 0.9602 | 0.9799 |
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- | No log | 1.4545 | 64 | 0.9607 | 0.2508 | 0.9607 | 0.9802 |
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- | No log | 1.5 | 66 | 0.8251 | 0.2672 | 0.8251 | 0.9083 |
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- | No log | 1.5455 | 68 | 0.7079 | 0.2324 | 0.7079 | 0.8414 |
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- | No log | 1.5909 | 70 | 0.7096 | 0.2642 | 0.7096 | 0.8424 |
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- | No log | 1.6364 | 72 | 0.7687 | 0.3094 | 0.7687 | 0.8767 |
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- | No log | 1.6818 | 74 | 0.9230 | 0.3173 | 0.9230 | 0.9608 |
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- | No log | 1.7273 | 76 | 1.1829 | 0.1453 | 1.1829 | 1.0876 |
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- | No log | 1.7727 | 78 | 1.2465 | 0.1670 | 1.2465 | 1.1165 |
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- | No log | 1.8182 | 80 | 1.1358 | 0.1924 | 1.1358 | 1.0658 |
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- | No log | 1.8636 | 82 | 0.9687 | 0.3111 | 0.9687 | 0.9842 |
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- | No log | 1.9091 | 84 | 0.7652 | 0.3013 | 0.7652 | 0.8748 |
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- | No log | 1.9545 | 86 | 0.6228 | 0.1702 | 0.6228 | 0.7892 |
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- | No log | 2.0 | 88 | 0.6131 | 0.2270 | 0.6131 | 0.7830 |
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- | No log | 2.0455 | 90 | 0.6173 | 0.2270 | 0.6173 | 0.7857 |
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- | No log | 2.0909 | 92 | 0.6168 | 0.0428 | 0.6168 | 0.7854 |
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- | No log | 2.1364 | 94 | 0.6222 | 0.0428 | 0.6222 | 0.7888 |
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- | No log | 2.1818 | 96 | 0.6264 | 0.0889 | 0.6264 | 0.7915 |
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- | No log | 2.2273 | 98 | 0.6197 | 0.0840 | 0.6197 | 0.7872 |
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- | No log | 2.2727 | 100 | 0.6168 | 0.2087 | 0.6168 | 0.7854 |
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- | No log | 2.3182 | 102 | 0.7209 | 0.2526 | 0.7209 | 0.8491 |
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- | No log | 2.3636 | 104 | 0.8578 | 0.3509 | 0.8578 | 0.9262 |
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- | No log | 2.4091 | 106 | 0.8921 | 0.3521 | 0.8921 | 0.9445 |
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- | No log | 2.4545 | 108 | 0.8419 | 0.3553 | 0.8419 | 0.9175 |
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- | No log | 2.5 | 110 | 0.8287 | 0.3695 | 0.8287 | 0.9103 |
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- | No log | 2.5455 | 112 | 0.7505 | 0.3416 | 0.7505 | 0.8663 |
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- | No log | 2.5909 | 114 | 0.5843 | 0.2443 | 0.5843 | 0.7644 |
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- | No log | 2.6364 | 116 | 0.5513 | 0.3039 | 0.5513 | 0.7425 |
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- | No log | 2.6818 | 118 | 0.5849 | 0.3832 | 0.5849 | 0.7648 |
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- | No log | 2.7273 | 120 | 0.5938 | 0.4151 | 0.5938 | 0.7706 |
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- | No log | 2.7727 | 122 | 0.5578 | 0.4339 | 0.5578 | 0.7469 |
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- | No log | 2.8182 | 124 | 0.5359 | 0.4224 | 0.5359 | 0.7320 |
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- | No log | 2.8636 | 126 | 0.5418 | 0.4224 | 0.5418 | 0.7361 |
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- | No log | 2.9091 | 128 | 0.5829 | 0.4298 | 0.5829 | 0.7635 |
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- | No log | 2.9545 | 130 | 0.5593 | 0.5044 | 0.5593 | 0.7478 |
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- | No log | 3.0 | 132 | 0.5682 | 0.5101 | 0.5682 | 0.7538 |
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- | No log | 3.0455 | 134 | 0.6113 | 0.4235 | 0.6113 | 0.7819 |
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- | No log | 3.0909 | 136 | 0.8492 | 0.3274 | 0.8492 | 0.9215 |
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- | No log | 3.1364 | 138 | 0.9724 | 0.2246 | 0.9724 | 0.9861 |
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- | No log | 3.1818 | 140 | 0.8844 | 0.3173 | 0.8844 | 0.9404 |
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- | No log | 3.2273 | 142 | 0.6482 | 0.4329 | 0.6482 | 0.8051 |
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- | No log | 3.2727 | 144 | 0.5954 | 0.4538 | 0.5954 | 0.7716 |
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- | No log | 3.3182 | 146 | 0.6191 | 0.4235 | 0.6191 | 0.7869 |
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- | No log | 3.3636 | 148 | 0.6293 | 0.4174 | 0.6293 | 0.7933 |
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- | No log | 3.4091 | 150 | 0.6113 | 0.4345 | 0.6113 | 0.7819 |
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- | No log | 3.4545 | 152 | 0.6401 | 0.4370 | 0.6401 | 0.8001 |
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- | No log | 3.5 | 154 | 0.6712 | 0.3653 | 0.6712 | 0.8192 |
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- | No log | 3.5455 | 156 | 0.6721 | 0.3695 | 0.6721 | 0.8198 |
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- | No log | 3.5909 | 158 | 0.7966 | 0.3678 | 0.7966 | 0.8925 |
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- | No log | 3.6364 | 160 | 0.8054 | 0.3183 | 0.8054 | 0.8974 |
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- | No log | 3.6818 | 162 | 0.6980 | 0.3633 | 0.6980 | 0.8354 |
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- | No log | 3.7273 | 164 | 0.7073 | 0.3633 | 0.7073 | 0.8410 |
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- | No log | 3.7727 | 166 | 0.9149 | 0.3446 | 0.9149 | 0.9565 |
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- | No log | 3.8182 | 168 | 1.0928 | 0.1737 | 1.0928 | 1.0454 |
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- | No log | 3.8636 | 170 | 1.0027 | 0.2537 | 1.0027 | 1.0014 |
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- | No log | 3.9091 | 172 | 0.7035 | 0.2758 | 0.7035 | 0.8387 |
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- | No log | 3.9545 | 174 | 0.6277 | 0.3382 | 0.6277 | 0.7923 |
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- | No log | 4.0 | 176 | 0.6787 | 0.4190 | 0.6787 | 0.8238 |
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- | No log | 4.0455 | 178 | 0.6251 | 0.4147 | 0.6251 | 0.7907 |
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- | No log | 4.0909 | 180 | 0.6405 | 0.5339 | 0.6405 | 0.8003 |
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- | No log | 4.1364 | 182 | 0.6977 | 0.4729 | 0.6977 | 0.8353 |
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- | No log | 4.1818 | 184 | 0.6706 | 0.5212 | 0.6706 | 0.8189 |
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- | No log | 4.2273 | 186 | 0.6194 | 0.5339 | 0.6194 | 0.7870 |
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- | No log | 4.2727 | 188 | 0.5878 | 0.5361 | 0.5878 | 0.7667 |
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- | No log | 4.3182 | 190 | 0.5902 | 0.5076 | 0.5902 | 0.7682 |
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- | No log | 4.3636 | 192 | 0.5919 | 0.5076 | 0.5919 | 0.7693 |
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- | No log | 4.4091 | 194 | 0.5871 | 0.5457 | 0.5871 | 0.7662 |
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- | No log | 4.4545 | 196 | 0.6653 | 0.4463 | 0.6653 | 0.8157 |
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- | No log | 4.5 | 198 | 0.8670 | 0.3805 | 0.8670 | 0.9311 |
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- | No log | 4.5455 | 200 | 1.0075 | 0.2457 | 1.0075 | 1.0037 |
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- | No log | 4.5909 | 202 | 0.9349 | 0.3567 | 0.9349 | 0.9669 |
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- | No log | 4.6364 | 204 | 0.8157 | 0.3867 | 0.8157 | 0.9032 |
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- | No log | 4.6818 | 206 | 0.6546 | 0.4489 | 0.6546 | 0.8090 |
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- | No log | 4.7273 | 208 | 0.6256 | 0.4249 | 0.6256 | 0.7909 |
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- | No log | 4.7727 | 210 | 0.6803 | 0.3230 | 0.6803 | 0.8248 |
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- | No log | 4.8182 | 212 | 0.6463 | 0.3407 | 0.6463 | 0.8039 |
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- | No log | 4.8636 | 214 | 0.5931 | 0.3688 | 0.5931 | 0.7701 |
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- | No log | 4.9091 | 216 | 0.5966 | 0.3974 | 0.5966 | 0.7724 |
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- | No log | 4.9545 | 218 | 0.6472 | 0.3936 | 0.6472 | 0.8045 |
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- | No log | 5.0 | 220 | 0.6551 | 0.4548 | 0.6551 | 0.8094 |
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- | No log | 5.0455 | 222 | 0.6605 | 0.5233 | 0.6605 | 0.8127 |
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- | No log | 5.0909 | 224 | 0.6475 | 0.5809 | 0.6475 | 0.8047 |
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- | No log | 5.1364 | 226 | 0.6709 | 0.5524 | 0.6709 | 0.8191 |
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- | No log | 5.1818 | 228 | 0.7837 | 0.4246 | 0.7837 | 0.8852 |
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- | No log | 5.2273 | 230 | 0.9144 | 0.3532 | 0.9144 | 0.9562 |
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- | No log | 5.2727 | 232 | 0.9463 | 0.3352 | 0.9463 | 0.9728 |
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- | No log | 5.3182 | 234 | 0.8471 | 0.3596 | 0.8471 | 0.9204 |
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- | No log | 5.3636 | 236 | 0.7058 | 0.5569 | 0.7058 | 0.8401 |
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- | No log | 5.4091 | 238 | 0.7457 | 0.4690 | 0.7457 | 0.8636 |
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- | No log | 5.4545 | 240 | 0.7626 | 0.4269 | 0.7626 | 0.8733 |
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- | No log | 5.5 | 242 | 0.7182 | 0.4355 | 0.7182 | 0.8475 |
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- | No log | 5.5455 | 244 | 0.6473 | 0.4589 | 0.6473 | 0.8046 |
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- | No log | 5.5909 | 246 | 0.5824 | 0.4425 | 0.5824 | 0.7631 |
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- | No log | 5.6364 | 248 | 0.5878 | 0.3970 | 0.5878 | 0.7667 |
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- | No log | 5.6818 | 250 | 0.5774 | 0.4471 | 0.5774 | 0.7599 |
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- | No log | 5.7273 | 252 | 0.6246 | 0.4589 | 0.6246 | 0.7903 |
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- | No log | 5.7727 | 254 | 0.6781 | 0.4926 | 0.6781 | 0.8235 |
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- | No log | 5.8182 | 256 | 0.6721 | 0.5061 | 0.6721 | 0.8198 |
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- | No log | 5.8636 | 258 | 0.6356 | 0.5378 | 0.6356 | 0.7973 |
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- | No log | 5.9091 | 260 | 0.5494 | 0.5970 | 0.5494 | 0.7412 |
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- | No log | 5.9545 | 262 | 0.5511 | 0.5970 | 0.5511 | 0.7423 |
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- | No log | 6.0 | 264 | 0.6162 | 0.4952 | 0.6162 | 0.7850 |
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- | No log | 6.0455 | 266 | 0.7660 | 0.4033 | 0.7660 | 0.8752 |
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- | No log | 6.0909 | 268 | 0.7409 | 0.4504 | 0.7409 | 0.8607 |
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- | No log | 6.1364 | 270 | 0.5719 | 0.5736 | 0.5719 | 0.7562 |
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- | No log | 6.1818 | 272 | 0.5267 | 0.5656 | 0.5267 | 0.7257 |
188
- | No log | 6.2273 | 274 | 0.5501 | 0.6183 | 0.5501 | 0.7417 |
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- | No log | 6.2727 | 276 | 0.5926 | 0.5445 | 0.5926 | 0.7698 |
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- | No log | 6.3182 | 278 | 0.5826 | 0.5692 | 0.5826 | 0.7633 |
191
- | No log | 6.3636 | 280 | 0.5593 | 0.5985 | 0.5593 | 0.7478 |
192
- | No log | 6.4091 | 282 | 0.5736 | 0.5438 | 0.5736 | 0.7574 |
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- | No log | 6.4545 | 284 | 0.6148 | 0.5474 | 0.6148 | 0.7841 |
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- | No log | 6.5 | 286 | 0.6089 | 0.5543 | 0.6089 | 0.7803 |
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- | No log | 6.5455 | 288 | 0.5456 | 0.5432 | 0.5456 | 0.7386 |
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- | No log | 6.5909 | 290 | 0.5286 | 0.4949 | 0.5286 | 0.7271 |
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- | No log | 6.6364 | 292 | 0.5321 | 0.5915 | 0.5321 | 0.7295 |
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- | No log | 6.6818 | 294 | 0.5992 | 0.5650 | 0.5992 | 0.7741 |
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- | No log | 6.7273 | 296 | 0.6591 | 0.5073 | 0.6591 | 0.8119 |
200
- | No log | 6.7727 | 298 | 0.6411 | 0.5387 | 0.6411 | 0.8007 |
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- | No log | 6.8182 | 300 | 0.5932 | 0.5436 | 0.5932 | 0.7702 |
202
- | No log | 6.8636 | 302 | 0.5746 | 0.5358 | 0.5746 | 0.7580 |
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- | No log | 6.9091 | 304 | 0.6371 | 0.4948 | 0.6371 | 0.7982 |
204
- | No log | 6.9545 | 306 | 0.7069 | 0.4784 | 0.7069 | 0.8408 |
205
- | No log | 7.0 | 308 | 0.6625 | 0.4948 | 0.6625 | 0.8139 |
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- | No log | 7.0455 | 310 | 0.5736 | 0.5589 | 0.5736 | 0.7574 |
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- | No log | 7.0909 | 312 | 0.5286 | 0.5430 | 0.5286 | 0.7270 |
208
- | No log | 7.1364 | 314 | 0.5220 | 0.5890 | 0.5220 | 0.7225 |
209
- | No log | 7.1818 | 316 | 0.5372 | 0.5702 | 0.5372 | 0.7330 |
210
- | No log | 7.2273 | 318 | 0.5493 | 0.5718 | 0.5493 | 0.7411 |
211
- | No log | 7.2727 | 320 | 0.5274 | 0.5266 | 0.5274 | 0.7262 |
212
- | No log | 7.3182 | 322 | 0.5347 | 0.5283 | 0.5347 | 0.7312 |
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- | No log | 7.3636 | 324 | 0.5385 | 0.4958 | 0.5385 | 0.7338 |
214
- | No log | 7.4091 | 326 | 0.5348 | 0.5321 | 0.5348 | 0.7313 |
215
- | No log | 7.4545 | 328 | 0.5323 | 0.5687 | 0.5323 | 0.7296 |
216
- | No log | 7.5 | 330 | 0.5354 | 0.5687 | 0.5354 | 0.7317 |
217
- | No log | 7.5455 | 332 | 0.5418 | 0.5687 | 0.5418 | 0.7361 |
218
- | No log | 7.5909 | 334 | 0.5535 | 0.4091 | 0.5535 | 0.7440 |
219
- | No log | 7.6364 | 336 | 0.6283 | 0.4576 | 0.6283 | 0.7927 |
220
- | No log | 7.6818 | 338 | 0.6307 | 0.4576 | 0.6307 | 0.7942 |
221
- | No log | 7.7273 | 340 | 0.5502 | 0.3919 | 0.5502 | 0.7418 |
222
- | No log | 7.7727 | 342 | 0.5758 | 0.4139 | 0.5758 | 0.7588 |
223
- | No log | 7.8182 | 344 | 0.6581 | 0.3573 | 0.6581 | 0.8112 |
224
- | No log | 7.8636 | 346 | 0.6683 | 0.3573 | 0.6683 | 0.8175 |
225
- | No log | 7.9091 | 348 | 0.6004 | 0.3616 | 0.6004 | 0.7748 |
226
- | No log | 7.9545 | 350 | 0.5198 | 0.5574 | 0.5198 | 0.7209 |
227
- | No log | 8.0 | 352 | 0.5091 | 0.5286 | 0.5091 | 0.7135 |
228
- | No log | 8.0455 | 354 | 0.5042 | 0.5475 | 0.5042 | 0.7101 |
229
- | No log | 8.0909 | 356 | 0.5675 | 0.5718 | 0.5675 | 0.7533 |
230
- | No log | 8.1364 | 358 | 0.6121 | 0.5178 | 0.6121 | 0.7824 |
231
- | No log | 8.1818 | 360 | 0.6253 | 0.4825 | 0.6253 | 0.7907 |
232
- | No log | 8.2273 | 362 | 0.5507 | 0.5731 | 0.5507 | 0.7421 |
233
- | No log | 8.2727 | 364 | 0.5136 | 0.5930 | 0.5136 | 0.7167 |
234
- | No log | 8.3182 | 366 | 0.5210 | 0.5846 | 0.5210 | 0.7218 |
235
- | No log | 8.3636 | 368 | 0.5876 | 0.5152 | 0.5876 | 0.7666 |
236
- | No log | 8.4091 | 370 | 0.7400 | 0.4615 | 0.7400 | 0.8602 |
237
- | No log | 8.4545 | 372 | 0.7526 | 0.4297 | 0.7526 | 0.8675 |
238
- | No log | 8.5 | 374 | 0.6356 | 0.5363 | 0.6356 | 0.7972 |
239
- | No log | 8.5455 | 376 | 0.5599 | 0.5846 | 0.5599 | 0.7483 |
240
- | No log | 8.5909 | 378 | 0.5564 | 0.5930 | 0.5564 | 0.7459 |
241
- | No log | 8.6364 | 380 | 0.5594 | 0.5765 | 0.5594 | 0.7479 |
242
- | No log | 8.6818 | 382 | 0.5958 | 0.4850 | 0.5958 | 0.7719 |
243
- | No log | 8.7273 | 384 | 0.6271 | 0.4575 | 0.6271 | 0.7919 |
244
- | No log | 8.7727 | 386 | 0.5981 | 0.4918 | 0.5981 | 0.7734 |
245
- | No log | 8.8182 | 388 | 0.5585 | 0.5319 | 0.5585 | 0.7473 |
246
- | No log | 8.8636 | 390 | 0.5599 | 0.5993 | 0.5599 | 0.7483 |
247
- | No log | 8.9091 | 392 | 0.5715 | 0.5679 | 0.5715 | 0.7560 |
248
- | No log | 8.9545 | 394 | 0.5458 | 0.6185 | 0.5458 | 0.7388 |
249
- | No log | 9.0 | 396 | 0.5322 | 0.5319 | 0.5322 | 0.7295 |
250
- | No log | 9.0455 | 398 | 0.5953 | 0.5030 | 0.5953 | 0.7716 |
251
- | No log | 9.0909 | 400 | 0.7279 | 0.4161 | 0.7279 | 0.8532 |
252
- | No log | 9.1364 | 402 | 0.7800 | 0.3760 | 0.7800 | 0.8832 |
253
- | No log | 9.1818 | 404 | 0.7368 | 0.3085 | 0.7368 | 0.8584 |
254
- | No log | 9.2273 | 406 | 0.6375 | 0.3620 | 0.6375 | 0.7984 |
255
- | No log | 9.2727 | 408 | 0.5683 | 0.3093 | 0.5683 | 0.7539 |
256
- | No log | 9.3182 | 410 | 0.5516 | 0.4561 | 0.5516 | 0.7427 |
257
- | No log | 9.3636 | 412 | 0.5423 | 0.4847 | 0.5423 | 0.7364 |
258
- | No log | 9.4091 | 414 | 0.5457 | 0.4538 | 0.5457 | 0.7387 |
259
- | No log | 9.4545 | 416 | 0.5995 | 0.4694 | 0.5995 | 0.7743 |
260
- | No log | 9.5 | 418 | 0.6254 | 0.4633 | 0.6254 | 0.7908 |
261
- | No log | 9.5455 | 420 | 0.5780 | 0.5250 | 0.5780 | 0.7603 |
262
- | No log | 9.5909 | 422 | 0.5698 | 0.5860 | 0.5698 | 0.7548 |
263
- | No log | 9.6364 | 424 | 0.6192 | 0.4587 | 0.6192 | 0.7869 |
264
- | No log | 9.6818 | 426 | 0.6179 | 0.4371 | 0.6179 | 0.7860 |
265
- | No log | 9.7273 | 428 | 0.5558 | 0.5440 | 0.5558 | 0.7455 |
266
- | No log | 9.7727 | 430 | 0.5442 | 0.5617 | 0.5442 | 0.7377 |
267
- | No log | 9.8182 | 432 | 0.5865 | 0.5230 | 0.5865 | 0.7658 |
268
- | No log | 9.8636 | 434 | 0.6123 | 0.4652 | 0.6123 | 0.7825 |
269
- | No log | 9.9091 | 436 | 0.5924 | 0.4652 | 0.5924 | 0.7697 |
270
- | No log | 9.9545 | 438 | 0.5664 | 0.5144 | 0.5664 | 0.7526 |
271
- | No log | 10.0 | 440 | 0.5577 | 0.5212 | 0.5577 | 0.7468 |
272
- | No log | 10.0455 | 442 | 0.5693 | 0.5300 | 0.5693 | 0.7545 |
273
- | No log | 10.0909 | 444 | 0.5605 | 0.5300 | 0.5605 | 0.7487 |
274
- | No log | 10.1364 | 446 | 0.5353 | 0.5702 | 0.5353 | 0.7316 |
275
- | No log | 10.1818 | 448 | 0.5129 | 0.5781 | 0.5129 | 0.7162 |
276
- | No log | 10.2273 | 450 | 0.5004 | 0.5750 | 0.5004 | 0.7074 |
277
- | No log | 10.2727 | 452 | 0.4951 | 0.5750 | 0.4951 | 0.7036 |
278
- | No log | 10.3182 | 454 | 0.4963 | 0.5750 | 0.4963 | 0.7045 |
279
- | No log | 10.3636 | 456 | 0.5402 | 0.5438 | 0.5402 | 0.7350 |
280
- | No log | 10.4091 | 458 | 0.5731 | 0.5101 | 0.5731 | 0.7570 |
281
- | No log | 10.4545 | 460 | 0.5519 | 0.5317 | 0.5519 | 0.7429 |
282
- | No log | 10.5 | 462 | 0.5298 | 0.5373 | 0.5298 | 0.7279 |
283
- | No log | 10.5455 | 464 | 0.5188 | 0.5397 | 0.5188 | 0.7203 |
284
- | No log | 10.5909 | 466 | 0.5111 | 0.5457 | 0.5111 | 0.7149 |
285
- | No log | 10.6364 | 468 | 0.5081 | 0.5440 | 0.5081 | 0.7128 |
286
- | No log | 10.6818 | 470 | 0.5203 | 0.5343 | 0.5203 | 0.7213 |
287
- | No log | 10.7273 | 472 | 0.5496 | 0.5320 | 0.5496 | 0.7414 |
288
- | No log | 10.7727 | 474 | 0.5399 | 0.5398 | 0.5399 | 0.7347 |
289
- | No log | 10.8182 | 476 | 0.5103 | 0.5065 | 0.5103 | 0.7144 |
290
- | No log | 10.8636 | 478 | 0.5073 | 0.4768 | 0.5073 | 0.7122 |
291
- | No log | 10.9091 | 480 | 0.5075 | 0.4768 | 0.5075 | 0.7124 |
292
- | No log | 10.9545 | 482 | 0.5067 | 0.5022 | 0.5067 | 0.7118 |
293
- | No log | 11.0 | 484 | 0.5078 | 0.6183 | 0.5078 | 0.7126 |
294
- | No log | 11.0455 | 486 | 0.5279 | 0.5943 | 0.5279 | 0.7266 |
295
- | No log | 11.0909 | 488 | 0.5609 | 0.5014 | 0.5609 | 0.7489 |
296
- | No log | 11.1364 | 490 | 0.5743 | 0.5014 | 0.5743 | 0.7578 |
297
- | No log | 11.1818 | 492 | 0.5594 | 0.5751 | 0.5594 | 0.7479 |
298
- | No log | 11.2273 | 494 | 0.5376 | 0.5750 | 0.5376 | 0.7332 |
299
- | No log | 11.2727 | 496 | 0.5338 | 0.4768 | 0.5338 | 0.7306 |
300
- | No log | 11.3182 | 498 | 0.5258 | 0.5326 | 0.5258 | 0.7251 |
301
- | 0.3341 | 11.3636 | 500 | 0.5254 | 0.5022 | 0.5254 | 0.7248 |
302
- | 0.3341 | 11.4091 | 502 | 0.5339 | 0.5430 | 0.5339 | 0.7307 |
303
- | 0.3341 | 11.4545 | 504 | 0.5455 | 0.5750 | 0.5455 | 0.7386 |
304
- | 0.3341 | 11.5 | 506 | 0.5462 | 0.5970 | 0.5462 | 0.7391 |
305
- | 0.3341 | 11.5455 | 508 | 0.5342 | 0.5357 | 0.5342 | 0.7309 |
306
- | 0.3341 | 11.5909 | 510 | 0.5334 | 0.5357 | 0.5334 | 0.7303 |
307
- | 0.3341 | 11.6364 | 512 | 0.5309 | 0.4953 | 0.5309 | 0.7286 |
308
- | 0.3341 | 11.6818 | 514 | 0.5332 | 0.5022 | 0.5332 | 0.7302 |
309
- | 0.3341 | 11.7273 | 516 | 0.5312 | 0.5022 | 0.5312 | 0.7288 |
310
- | 0.3341 | 11.7727 | 518 | 0.5379 | 0.4768 | 0.5379 | 0.7334 |
311
- | 0.3341 | 11.8182 | 520 | 0.5298 | 0.5022 | 0.5298 | 0.7279 |
312
 
313
 
314
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k14_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k14_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: 1.0650
19
+ - Qwk: 0.1611
20
+ - Mse: 1.0650
21
+ - Rmse: 1.0320
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0417 | 2 | 2.5943 | -0.0788 | 2.5943 | 1.6107 |
53
+ | No log | 0.0833 | 4 | 1.4325 | 0.1002 | 1.4325 | 1.1969 |
54
+ | No log | 0.125 | 6 | 0.8247 | 0.1786 | 0.8247 | 0.9081 |
55
+ | No log | 0.1667 | 8 | 0.9930 | -0.0831 | 0.9930 | 0.9965 |
56
+ | No log | 0.2083 | 10 | 1.4592 | -0.1097 | 1.4592 | 1.2080 |
57
+ | No log | 0.25 | 12 | 1.1959 | -0.2100 | 1.1959 | 1.0936 |
58
+ | No log | 0.2917 | 14 | 0.9111 | 0.0359 | 0.9111 | 0.9545 |
59
+ | No log | 0.3333 | 16 | 0.8444 | 0.0757 | 0.8444 | 0.9189 |
60
+ | No log | 0.375 | 18 | 0.8455 | 0.0 | 0.8455 | 0.9195 |
61
+ | No log | 0.4167 | 20 | 0.8282 | 0.0 | 0.8282 | 0.9101 |
62
+ | No log | 0.4583 | 22 | 0.7893 | 0.1508 | 0.7893 | 0.8884 |
63
+ | No log | 0.5 | 24 | 0.8306 | 0.2589 | 0.8306 | 0.9114 |
64
+ | No log | 0.5417 | 26 | 0.8866 | 0.2574 | 0.8866 | 0.9416 |
65
+ | No log | 0.5833 | 28 | 0.8403 | 0.1648 | 0.8403 | 0.9167 |
66
+ | No log | 0.625 | 30 | 0.8295 | 0.0757 | 0.8295 | 0.9108 |
67
+ | No log | 0.6667 | 32 | 0.8537 | 0.0 | 0.8537 | 0.9239 |
68
+ | No log | 0.7083 | 34 | 0.8197 | 0.0359 | 0.8197 | 0.9054 |
69
+ | No log | 0.75 | 36 | 0.7974 | 0.0717 | 0.7974 | 0.8930 |
70
+ | No log | 0.7917 | 38 | 0.7886 | 0.0265 | 0.7886 | 0.8880 |
71
+ | No log | 0.8333 | 40 | 0.7907 | 0.1648 | 0.7907 | 0.8892 |
72
+ | No log | 0.875 | 42 | 0.7807 | 0.1699 | 0.7807 | 0.8836 |
73
+ | No log | 0.9167 | 44 | 0.7934 | 0.0410 | 0.7934 | 0.8907 |
74
+ | No log | 0.9583 | 46 | 0.8174 | -0.0339 | 0.8174 | 0.9041 |
75
+ | No log | 1.0 | 48 | 0.7641 | -0.0054 | 0.7641 | 0.8741 |
76
+ | No log | 1.0417 | 50 | 0.7275 | -0.0054 | 0.7275 | 0.8529 |
77
+ | No log | 1.0833 | 52 | 0.7240 | 0.1807 | 0.7240 | 0.8509 |
78
+ | No log | 1.125 | 54 | 0.7434 | 0.1007 | 0.7434 | 0.8622 |
79
+ | No log | 1.1667 | 56 | 0.8451 | 0.1924 | 0.8451 | 0.9193 |
80
+ | No log | 1.2083 | 58 | 0.9690 | 0.1571 | 0.9690 | 0.9844 |
81
+ | No log | 1.25 | 60 | 0.9378 | 0.2495 | 0.9378 | 0.9684 |
82
+ | No log | 1.2917 | 62 | 0.8724 | 0.1483 | 0.8724 | 0.9340 |
83
+ | No log | 1.3333 | 64 | 0.9158 | 0.1492 | 0.9158 | 0.9570 |
84
+ | No log | 1.375 | 66 | 0.9361 | 0.1379 | 0.9361 | 0.9675 |
85
+ | No log | 1.4167 | 68 | 0.9737 | 0.0262 | 0.9737 | 0.9867 |
86
+ | No log | 1.4583 | 70 | 0.9870 | -0.0138 | 0.9870 | 0.9935 |
87
+ | No log | 1.5 | 72 | 1.0128 | -0.0204 | 1.0128 | 1.0064 |
88
+ | No log | 1.5417 | 74 | 1.0311 | -0.0204 | 1.0311 | 1.0154 |
89
+ | No log | 1.5833 | 76 | 1.0573 | 0.0054 | 1.0573 | 1.0282 |
90
+ | No log | 1.625 | 78 | 1.0874 | 0.0248 | 1.0874 | 1.0428 |
91
+ | No log | 1.6667 | 80 | 1.0864 | -0.0600 | 1.0864 | 1.0423 |
92
+ | No log | 1.7083 | 82 | 1.0706 | -0.0561 | 1.0706 | 1.0347 |
93
+ | No log | 1.75 | 84 | 1.1082 | -0.0951 | 1.1082 | 1.0527 |
94
+ | No log | 1.7917 | 86 | 1.1601 | -0.0652 | 1.1601 | 1.0771 |
95
+ | No log | 1.8333 | 88 | 1.1967 | 0.1045 | 1.1967 | 1.0939 |
96
+ | No log | 1.875 | 90 | 1.2142 | 0.0673 | 1.2142 | 1.1019 |
97
+ | No log | 1.9167 | 92 | 1.2047 | 0.0390 | 1.2047 | 1.0976 |
98
+ | No log | 1.9583 | 94 | 1.1698 | 0.0768 | 1.1698 | 1.0816 |
99
+ | No log | 2.0 | 96 | 1.1769 | 0.0896 | 1.1769 | 1.0849 |
100
+ | No log | 2.0417 | 98 | 1.0100 | 0.2493 | 1.0100 | 1.0050 |
101
+ | No log | 2.0833 | 100 | 1.0267 | 0.1884 | 1.0267 | 1.0132 |
102
+ | No log | 2.125 | 102 | 0.9833 | 0.2054 | 0.9833 | 0.9916 |
103
+ | No log | 2.1667 | 104 | 1.0987 | 0.0459 | 1.0987 | 1.0482 |
104
+ | No log | 2.2083 | 106 | 1.0759 | 0.0488 | 1.0759 | 1.0372 |
105
+ | No log | 2.25 | 108 | 0.9478 | -0.0907 | 0.9478 | 0.9735 |
106
+ | No log | 2.2917 | 110 | 0.8499 | 0.1007 | 0.8499 | 0.9219 |
107
+ | No log | 2.3333 | 112 | 1.0063 | 0.2923 | 1.0063 | 1.0031 |
108
+ | No log | 2.375 | 114 | 1.0507 | 0.2119 | 1.0507 | 1.0250 |
109
+ | No log | 2.4167 | 116 | 0.9050 | 0.2784 | 0.9050 | 0.9513 |
110
+ | No log | 2.4583 | 118 | 0.7912 | 0.2285 | 0.7912 | 0.8895 |
111
+ | No log | 2.5 | 120 | 0.8238 | 0.1379 | 0.8238 | 0.9076 |
112
+ | No log | 2.5417 | 122 | 0.8768 | 0.2458 | 0.8768 | 0.9364 |
113
+ | No log | 2.5833 | 124 | 1.0033 | 0.2544 | 1.0033 | 1.0017 |
114
+ | No log | 2.625 | 126 | 1.0679 | 0.2544 | 1.0679 | 1.0334 |
115
+ | No log | 2.6667 | 128 | 1.1224 | 0.2219 | 1.1224 | 1.0594 |
116
+ | No log | 2.7083 | 130 | 1.1958 | 0.1158 | 1.1958 | 1.0935 |
117
+ | No log | 2.75 | 132 | 1.1428 | 0.1518 | 1.1428 | 1.0690 |
118
+ | No log | 2.7917 | 134 | 1.1221 | 0.1407 | 1.1221 | 1.0593 |
119
+ | No log | 2.8333 | 136 | 1.0556 | 0.1143 | 1.0556 | 1.0274 |
120
+ | No log | 2.875 | 138 | 0.9914 | 0.2071 | 0.9914 | 0.9957 |
121
+ | No log | 2.9167 | 140 | 1.0117 | -0.0409 | 1.0117 | 1.0058 |
122
+ | No log | 2.9583 | 142 | 1.0643 | -0.0623 | 1.0643 | 1.0317 |
123
+ | No log | 3.0 | 144 | 0.9945 | -0.0361 | 0.9945 | 0.9973 |
124
+ | No log | 3.0417 | 146 | 0.9411 | 0.1753 | 0.9411 | 0.9701 |
125
+ | No log | 3.0833 | 148 | 1.0225 | 0.1853 | 1.0225 | 1.0112 |
126
+ | No log | 3.125 | 150 | 1.1215 | -0.0317 | 1.1215 | 1.0590 |
127
+ | No log | 3.1667 | 152 | 1.1503 | 0.0703 | 1.1503 | 1.0725 |
128
+ | No log | 3.2083 | 154 | 1.0794 | 0.1425 | 1.0794 | 1.0389 |
129
+ | No log | 3.25 | 156 | 1.0676 | 0.2877 | 1.0676 | 1.0333 |
130
+ | No log | 3.2917 | 158 | 1.0175 | 0.1192 | 1.0175 | 1.0087 |
131
+ | No log | 3.3333 | 160 | 0.9711 | 0.0712 | 0.9711 | 0.9854 |
132
+ | No log | 3.375 | 162 | 0.9879 | 0.1260 | 0.9879 | 0.9939 |
133
+ | No log | 3.4167 | 164 | 1.0860 | 0.1553 | 1.0860 | 1.0421 |
134
+ | No log | 3.4583 | 166 | 1.1371 | 0.1864 | 1.1371 | 1.0664 |
135
+ | No log | 3.5 | 168 | 1.1878 | 0.2199 | 1.1878 | 1.0899 |
136
+ | No log | 3.5417 | 170 | 1.2134 | 0.1752 | 1.2134 | 1.1015 |
137
+ | No log | 3.5833 | 172 | 1.2017 | 0.1986 | 1.2017 | 1.0962 |
138
+ | No log | 3.625 | 174 | 1.2212 | 0.0640 | 1.2212 | 1.1051 |
139
+ | No log | 3.6667 | 176 | 1.1528 | 0.1449 | 1.1528 | 1.0737 |
140
+ | No log | 3.7083 | 178 | 1.0883 | 0.0094 | 1.0883 | 1.0432 |
141
+ | No log | 3.75 | 180 | 1.0721 | 0.1926 | 1.0721 | 1.0354 |
142
+ | No log | 3.7917 | 182 | 0.9954 | 0.1102 | 0.9954 | 0.9977 |
143
+ | No log | 3.8333 | 184 | 1.0143 | -0.0105 | 1.0143 | 1.0071 |
144
+ | No log | 3.875 | 186 | 1.0614 | -0.0396 | 1.0614 | 1.0302 |
145
+ | No log | 3.9167 | 188 | 1.0767 | 0.1954 | 1.0767 | 1.0377 |
146
+ | No log | 3.9583 | 190 | 1.1741 | 0.0576 | 1.1741 | 1.0836 |
147
+ | No log | 4.0 | 192 | 1.2242 | 0.0741 | 1.2242 | 1.1064 |
148
+ | No log | 4.0417 | 194 | 1.3640 | -0.0031 | 1.3640 | 1.1679 |
149
+ | No log | 4.0833 | 196 | 1.2572 | -0.0017 | 1.2572 | 1.1212 |
150
+ | No log | 4.125 | 198 | 1.1004 | 0.1482 | 1.1004 | 1.0490 |
151
+ | No log | 4.1667 | 200 | 1.0314 | 0.2147 | 1.0314 | 1.0156 |
152
+ | No log | 4.2083 | 202 | 1.0105 | 0.0285 | 1.0105 | 1.0052 |
153
+ | No log | 4.25 | 204 | 1.0413 | 0.1331 | 1.0413 | 1.0205 |
154
+ | No log | 4.2917 | 206 | 0.9361 | 0.1500 | 0.9361 | 0.9675 |
155
+ | No log | 4.3333 | 208 | 0.9394 | 0.1578 | 0.9394 | 0.9692 |
156
+ | No log | 4.375 | 210 | 0.9371 | 0.1905 | 0.9371 | 0.9680 |
157
+ | No log | 4.4167 | 212 | 0.9797 | 0.1587 | 0.9797 | 0.9898 |
158
+ | No log | 4.4583 | 214 | 1.0389 | 0.0826 | 1.0389 | 1.0193 |
159
+ | No log | 4.5 | 216 | 1.1273 | 0.1852 | 1.1273 | 1.0617 |
160
+ | No log | 4.5417 | 218 | 1.1397 | 0.1313 | 1.1397 | 1.0676 |
161
+ | No log | 4.5833 | 220 | 1.1278 | 0.1225 | 1.1278 | 1.0620 |
162
+ | No log | 4.625 | 222 | 1.1394 | 0.1223 | 1.1394 | 1.0674 |
163
+ | No log | 4.6667 | 224 | 1.1170 | 0.1257 | 1.1170 | 1.0569 |
164
+ | No log | 4.7083 | 226 | 1.0491 | 0.2692 | 1.0491 | 1.0243 |
165
+ | No log | 4.75 | 228 | 0.9907 | 0.2692 | 0.9907 | 0.9953 |
166
+ | No log | 4.7917 | 230 | 0.9244 | 0.2583 | 0.9244 | 0.9615 |
167
+ | No log | 4.8333 | 232 | 0.9121 | 0.2583 | 0.9121 | 0.9550 |
168
+ | No log | 4.875 | 234 | 0.9607 | 0.2608 | 0.9607 | 0.9802 |
169
+ | No log | 4.9167 | 236 | 1.0236 | 0.2667 | 1.0236 | 1.0117 |
170
+ | No log | 4.9583 | 238 | 1.0928 | 0.2258 | 1.0928 | 1.0454 |
171
+ | No log | 5.0 | 240 | 1.1230 | 0.1816 | 1.1230 | 1.0597 |
172
+ | No log | 5.0417 | 242 | 1.0139 | 0.1903 | 1.0139 | 1.0069 |
173
+ | No log | 5.0833 | 244 | 1.0047 | 0.1130 | 1.0047 | 1.0024 |
174
+ | No log | 5.125 | 246 | 1.1102 | 0.1680 | 1.1102 | 1.0536 |
175
+ | No log | 5.1667 | 248 | 1.1199 | 0.0708 | 1.1199 | 1.0583 |
176
+ | No log | 5.2083 | 250 | 1.1037 | 0.0605 | 1.1037 | 1.0506 |
177
+ | No log | 5.25 | 252 | 1.0777 | 0.1002 | 1.0777 | 1.0381 |
178
+ | No log | 5.2917 | 254 | 1.1403 | 0.1849 | 1.1403 | 1.0679 |
179
+ | No log | 5.3333 | 256 | 1.0289 | 0.1691 | 1.0289 | 1.0143 |
180
+ | No log | 5.375 | 258 | 0.9515 | 0.1661 | 0.9515 | 0.9755 |
181
+ | No log | 5.4167 | 260 | 0.9296 | 0.1724 | 0.9296 | 0.9642 |
182
+ | No log | 5.4583 | 262 | 0.9728 | 0.1791 | 0.9728 | 0.9863 |
183
+ | No log | 5.5 | 264 | 1.0296 | 0.1768 | 1.0296 | 1.0147 |
184
+ | No log | 5.5417 | 266 | 1.0785 | 0.1728 | 1.0785 | 1.0385 |
185
+ | No log | 5.5833 | 268 | 1.0998 | 0.1728 | 1.0998 | 1.0487 |
186
+ | No log | 5.625 | 270 | 1.1868 | 0.1268 | 1.1868 | 1.0894 |
187
+ | No log | 5.6667 | 272 | 1.1785 | 0.0616 | 1.1785 | 1.0856 |
188
+ | No log | 5.7083 | 274 | 1.0479 | 0.1122 | 1.0479 | 1.0237 |
189
+ | No log | 5.75 | 276 | 0.9899 | -0.0379 | 0.9899 | 0.9949 |
190
+ | No log | 5.7917 | 278 | 0.9879 | 0.0839 | 0.9879 | 0.9939 |
191
+ | No log | 5.8333 | 280 | 1.0282 | 0.0852 | 1.0282 | 1.0140 |
192
+ | No log | 5.875 | 282 | 1.0769 | 0.1449 | 1.0769 | 1.0377 |
193
+ | No log | 5.9167 | 284 | 1.1334 | 0.0730 | 1.1334 | 1.0646 |
194
+ | No log | 5.9583 | 286 | 1.0393 | 0.1054 | 1.0393 | 1.0194 |
195
+ | No log | 6.0 | 288 | 0.9031 | 0.0876 | 0.9031 | 0.9503 |
196
+ | No log | 6.0417 | 290 | 0.9160 | 0.2163 | 0.9160 | 0.9571 |
197
+ | No log | 6.0833 | 292 | 0.9873 | 0.1859 | 0.9873 | 0.9937 |
198
+ | No log | 6.125 | 294 | 0.9579 | 0.2071 | 0.9579 | 0.9787 |
199
+ | No log | 6.1667 | 296 | 0.9441 | 0.1662 | 0.9441 | 0.9717 |
200
+ | No log | 6.2083 | 298 | 0.9675 | 0.1945 | 0.9675 | 0.9836 |
201
+ | No log | 6.25 | 300 | 0.9813 | 0.2277 | 0.9813 | 0.9906 |
202
+ | No log | 6.2917 | 302 | 0.9652 | 0.3173 | 0.9652 | 0.9824 |
203
+ | No log | 6.3333 | 304 | 0.9651 | 0.2643 | 0.9651 | 0.9824 |
204
+ | No log | 6.375 | 306 | 0.9670 | 0.2643 | 0.9670 | 0.9834 |
205
+ | No log | 6.4167 | 308 | 1.0449 | 0.2055 | 1.0449 | 1.0222 |
206
+ | No log | 6.4583 | 310 | 1.0011 | 0.2420 | 1.0011 | 1.0005 |
207
+ | No log | 6.5 | 312 | 0.9454 | 0.2501 | 0.9454 | 0.9723 |
208
+ | No log | 6.5417 | 314 | 0.9259 | 0.1134 | 0.9259 | 0.9622 |
209
+ | No log | 6.5833 | 316 | 0.9372 | 0.2026 | 0.9372 | 0.9681 |
210
+ | No log | 6.625 | 318 | 0.9196 | 0.2542 | 0.9196 | 0.9590 |
211
+ | No log | 6.6667 | 320 | 0.8716 | 0.3076 | 0.8716 | 0.9336 |
212
+ | No log | 6.7083 | 322 | 0.8728 | 0.3571 | 0.8728 | 0.9343 |
213
+ | No log | 6.75 | 324 | 0.9062 | 0.3775 | 0.9062 | 0.9520 |
214
+ | No log | 6.7917 | 326 | 0.9472 | 0.3775 | 0.9472 | 0.9733 |
215
+ | No log | 6.8333 | 328 | 0.9170 | 0.4037 | 0.9170 | 0.9576 |
216
+ | No log | 6.875 | 330 | 0.9103 | 0.1846 | 0.9103 | 0.9541 |
217
+ | No log | 6.9167 | 332 | 0.9431 | 0.3616 | 0.9431 | 0.9711 |
218
+ | No log | 6.9583 | 334 | 0.9643 | 0.3571 | 0.9643 | 0.9820 |
219
+ | No log | 7.0 | 336 | 0.9313 | 0.2634 | 0.9313 | 0.9650 |
220
+ | No log | 7.0417 | 338 | 0.9259 | 0.2349 | 0.9259 | 0.9623 |
221
+ | No log | 7.0833 | 340 | 0.9304 | 0.1672 | 0.9304 | 0.9646 |
222
+ | No log | 7.125 | 342 | 0.9700 | 0.1662 | 0.9700 | 0.9849 |
223
+ | No log | 7.1667 | 344 | 0.9410 | 0.1860 | 0.9410 | 0.9701 |
224
+ | No log | 7.2083 | 346 | 0.9628 | 0.3339 | 0.9628 | 0.9812 |
225
+ | No log | 7.25 | 348 | 1.0228 | 0.3005 | 1.0228 | 1.0113 |
226
+ | No log | 7.2917 | 350 | 1.0041 | 0.2828 | 1.0041 | 1.0020 |
227
+ | No log | 7.3333 | 352 | 0.9709 | 0.2801 | 0.9709 | 0.9854 |
228
+ | No log | 7.375 | 354 | 0.9526 | 0.1816 | 0.9526 | 0.9760 |
229
+ | No log | 7.4167 | 356 | 1.0007 | 0.1054 | 1.0007 | 1.0003 |
230
+ | No log | 7.4583 | 358 | 1.0109 | 0.1803 | 1.0109 | 1.0054 |
231
+ | No log | 7.5 | 360 | 1.0559 | 0.2328 | 1.0559 | 1.0276 |
232
+ | No log | 7.5417 | 362 | 1.1606 | 0.1707 | 1.1606 | 1.0773 |
233
+ | No log | 7.5833 | 364 | 1.0590 | 0.1803 | 1.0590 | 1.0291 |
234
+ | No log | 7.625 | 366 | 0.9162 | 0.1140 | 0.9162 | 0.9572 |
235
+ | No log | 7.6667 | 368 | 0.9437 | -0.0085 | 0.9437 | 0.9714 |
236
+ | No log | 7.7083 | 370 | 1.0082 | 0.0300 | 1.0082 | 1.0041 |
237
+ | No log | 7.75 | 372 | 1.0121 | 0.0220 | 1.0121 | 1.0060 |
238
+ | No log | 7.7917 | 374 | 1.0782 | 0.1846 | 1.0782 | 1.0384 |
239
+ | No log | 7.8333 | 376 | 1.1237 | 0.1860 | 1.1237 | 1.0601 |
240
+ | No log | 7.875 | 378 | 1.0403 | 0.1954 | 1.0403 | 1.0199 |
241
+ | No log | 7.9167 | 380 | 1.0221 | 0.0220 | 1.0221 | 1.0110 |
242
+ | No log | 7.9583 | 382 | 1.0578 | -0.0281 | 1.0578 | 1.0285 |
243
+ | No log | 8.0 | 384 | 1.0581 | 0.0832 | 1.0581 | 1.0286 |
244
+ | No log | 8.0417 | 386 | 0.9807 | -0.0291 | 0.9807 | 0.9903 |
245
+ | No log | 8.0833 | 388 | 0.9412 | 0.0592 | 0.9412 | 0.9701 |
246
+ | No log | 8.125 | 390 | 0.9788 | 0.1174 | 0.9788 | 0.9893 |
247
+ | No log | 8.1667 | 392 | 1.0368 | 0.2590 | 1.0368 | 1.0182 |
248
+ | No log | 8.2083 | 394 | 1.0667 | 0.2310 | 1.0667 | 1.0328 |
249
+ | No log | 8.25 | 396 | 1.0118 | 0.1506 | 1.0118 | 1.0059 |
250
+ | No log | 8.2917 | 398 | 0.9785 | 0.0627 | 0.9785 | 0.9892 |
251
+ | No log | 8.3333 | 400 | 0.9659 | 0.0365 | 0.9659 | 0.9828 |
252
+ | No log | 8.375 | 402 | 0.9719 | 0.0813 | 0.9719 | 0.9858 |
253
+ | No log | 8.4167 | 404 | 0.9668 | 0.0325 | 0.9668 | 0.9832 |
254
+ | No log | 8.4583 | 406 | 0.9933 | 0.1506 | 0.9933 | 0.9967 |
255
+ | No log | 8.5 | 408 | 1.0177 | 0.1334 | 1.0177 | 1.0088 |
256
+ | No log | 8.5417 | 410 | 0.9704 | 0.1566 | 0.9704 | 0.9851 |
257
+ | No log | 8.5833 | 412 | 0.9090 | 0.1869 | 0.9090 | 0.9534 |
258
+ | No log | 8.625 | 414 | 0.9364 | -0.0108 | 0.9364 | 0.9677 |
259
+ | No log | 8.6667 | 416 | 0.9694 | 0.0648 | 0.9694 | 0.9846 |
260
+ | No log | 8.7083 | 418 | 0.9984 | 0.0950 | 0.9984 | 0.9992 |
261
+ | No log | 8.75 | 420 | 1.0147 | 0.1198 | 1.0147 | 1.0073 |
262
+ | No log | 8.7917 | 422 | 0.9921 | 0.2291 | 0.9921 | 0.9961 |
263
+ | No log | 8.8333 | 424 | 0.9920 | 0.2145 | 0.9920 | 0.9960 |
264
+ | No log | 8.875 | 426 | 0.9524 | 0.2993 | 0.9524 | 0.9759 |
265
+ | No log | 8.9167 | 428 | 0.8707 | 0.2365 | 0.8707 | 0.9331 |
266
+ | No log | 8.9583 | 430 | 0.8691 | 0.1806 | 0.8691 | 0.9322 |
267
+ | No log | 9.0 | 432 | 0.9087 | 0.0868 | 0.9087 | 0.9532 |
268
+ | No log | 9.0417 | 434 | 0.9568 | 0.0868 | 0.9568 | 0.9781 |
269
+ | No log | 9.0833 | 436 | 1.0016 | 0.1274 | 1.0016 | 1.0008 |
270
+ | No log | 9.125 | 438 | 1.0760 | 0.2849 | 1.0760 | 1.0373 |
271
+ | No log | 9.1667 | 440 | 1.1340 | 0.1923 | 1.1340 | 1.0649 |
272
+ | No log | 9.2083 | 442 | 1.0726 | 0.2301 | 1.0726 | 1.0357 |
273
+ | No log | 9.25 | 444 | 1.0023 | 0.1531 | 1.0023 | 1.0011 |
274
+ | No log | 9.2917 | 446 | 0.9813 | 0.1906 | 0.9813 | 0.9906 |
275
+ | No log | 9.3333 | 448 | 0.9551 | 0.1906 | 0.9551 | 0.9773 |
276
+ | No log | 9.375 | 450 | 0.9322 | 0.2049 | 0.9322 | 0.9655 |
277
+ | No log | 9.4167 | 452 | 0.9364 | 0.3092 | 0.9364 | 0.9677 |
278
+ | No log | 9.4583 | 454 | 0.9485 | 0.3092 | 0.9485 | 0.9739 |
279
+ | No log | 9.5 | 456 | 0.9425 | 0.2029 | 0.9425 | 0.9708 |
280
+ | No log | 9.5417 | 458 | 0.9416 | 0.2345 | 0.9416 | 0.9704 |
281
+ | No log | 9.5833 | 460 | 0.9553 | 0.2146 | 0.9553 | 0.9774 |
282
+ | No log | 9.625 | 462 | 0.9006 | 0.2462 | 0.9006 | 0.9490 |
283
+ | No log | 9.6667 | 464 | 0.8811 | 0.2132 | 0.8811 | 0.9387 |
284
+ | No log | 9.7083 | 466 | 0.9057 | 0.3092 | 0.9057 | 0.9517 |
285
+ | No log | 9.75 | 468 | 0.9124 | 0.3060 | 0.9124 | 0.9552 |
286
+ | No log | 9.7917 | 470 | 0.9350 | 0.2950 | 0.9350 | 0.9669 |
287
+ | No log | 9.8333 | 472 | 0.9505 | 0.2619 | 0.9505 | 0.9749 |
288
+ | No log | 9.875 | 474 | 0.9554 | 0.2572 | 0.9554 | 0.9775 |
289
+ | No log | 9.9167 | 476 | 0.9468 | 0.2572 | 0.9468 | 0.9730 |
290
+ | No log | 9.9583 | 478 | 0.9273 | 0.2845 | 0.9273 | 0.9630 |
291
+ | No log | 10.0 | 480 | 0.9174 | 0.3121 | 0.9174 | 0.9578 |
292
+ | No log | 10.0417 | 482 | 0.9223 | 0.3885 | 0.9223 | 0.9604 |
293
+ | No log | 10.0833 | 484 | 0.8625 | 0.2839 | 0.8625 | 0.9287 |
294
+ | No log | 10.125 | 486 | 0.7794 | 0.2359 | 0.7794 | 0.8828 |
295
+ | No log | 10.1667 | 488 | 0.7534 | 0.2914 | 0.7534 | 0.8680 |
296
+ | No log | 10.2083 | 490 | 0.7956 | 0.3593 | 0.7956 | 0.8919 |
297
+ | No log | 10.25 | 492 | 0.8617 | 0.3754 | 0.8617 | 0.9283 |
298
+ | No log | 10.2917 | 494 | 0.9119 | 0.3447 | 0.9119 | 0.9549 |
299
+ | No log | 10.3333 | 496 | 0.9454 | 0.3196 | 0.9454 | 0.9723 |
300
+ | No log | 10.375 | 498 | 0.9747 | 0.3028 | 0.9747 | 0.9873 |
301
+ | 0.311 | 10.4167 | 500 | 1.0156 | 0.2801 | 1.0156 | 1.0077 |
302
+ | 0.311 | 10.4583 | 502 | 1.0363 | 0.1968 | 1.0363 | 1.0180 |
303
+ | 0.311 | 10.5 | 504 | 1.0838 | 0.1968 | 1.0838 | 1.0410 |
304
+ | 0.311 | 10.5417 | 506 | 1.1220 | 0.1107 | 1.1220 | 1.0593 |
305
+ | 0.311 | 10.5833 | 508 | 1.1088 | 0.1533 | 1.1088 | 1.0530 |
306
+ | 0.311 | 10.625 | 510 | 1.0650 | 0.1611 | 1.0650 | 1.0320 |
 
 
 
 
 
307
 
308
 
309
  ### Framework versions