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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k15_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k14_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_k14_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: 0.7856
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- - Qwk: 0.1093
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- - Mse: 0.7856
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- - Rmse: 0.8863
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  ## Model description
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@@ -49,423 +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 | 0.0435 | 2 | 2.5602 | -0.0729 | 2.5602 | 1.6001 |
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- | No log | 0.0870 | 4 | 1.2886 | 0.0726 | 1.2886 | 1.1351 |
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- | No log | 0.1304 | 6 | 1.0364 | -0.0228 | 1.0364 | 1.0180 |
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- | No log | 0.1739 | 8 | 1.0512 | 0.0535 | 1.0512 | 1.0253 |
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- | No log | 0.2174 | 10 | 1.0014 | 0.0123 | 1.0014 | 1.0007 |
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- | No log | 0.2609 | 12 | 0.8631 | 0.0481 | 0.8631 | 0.9290 |
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- | No log | 0.3043 | 14 | 0.7664 | 0.0481 | 0.7664 | 0.8755 |
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- | No log | 0.3478 | 16 | 0.7462 | 0.0481 | 0.7462 | 0.8638 |
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- | No log | 0.3913 | 18 | 0.7597 | 0.0481 | 0.7597 | 0.8716 |
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- | No log | 0.4348 | 20 | 0.7465 | 0.0481 | 0.7465 | 0.8640 |
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- | No log | 0.4783 | 22 | 0.7447 | 0.0 | 0.7447 | 0.8629 |
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- | No log | 0.5217 | 24 | 0.7424 | -0.0027 | 0.7424 | 0.8616 |
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- | No log | 0.5652 | 26 | 0.7508 | 0.0495 | 0.7508 | 0.8665 |
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- | No log | 0.6087 | 28 | 0.9063 | 0.2087 | 0.9063 | 0.9520 |
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- | No log | 0.6522 | 30 | 0.9817 | 0.2356 | 0.9817 | 0.9908 |
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- | No log | 0.6957 | 32 | 0.8953 | 0.2087 | 0.8953 | 0.9462 |
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- | No log | 0.7391 | 34 | 0.8188 | 0.1365 | 0.8188 | 0.9049 |
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- | No log | 0.7826 | 36 | 0.7760 | 0.0495 | 0.7760 | 0.8809 |
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- | No log | 0.8261 | 38 | 0.7369 | -0.0027 | 0.7369 | 0.8584 |
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- | No log | 0.8696 | 40 | 0.7277 | 0.0393 | 0.7277 | 0.8530 |
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- | No log | 0.9130 | 42 | 0.7290 | -0.0027 | 0.7290 | 0.8538 |
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- | No log | 0.9565 | 44 | 0.7405 | 0.0898 | 0.7405 | 0.8605 |
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- | No log | 1.0 | 46 | 0.8290 | 0.1724 | 0.8290 | 0.9105 |
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- | No log | 1.0435 | 48 | 0.9802 | 0.2027 | 0.9802 | 0.9901 |
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- | No log | 1.0870 | 50 | 1.1987 | 0.0452 | 1.1987 | 1.0949 |
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- | No log | 1.1304 | 52 | 1.1441 | 0.1274 | 1.1441 | 1.0696 |
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- | No log | 1.1739 | 54 | 0.9447 | 0.1334 | 0.9447 | 0.9719 |
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- | No log | 1.2174 | 56 | 0.8396 | 0.0866 | 0.8396 | 0.9163 |
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- | No log | 1.2609 | 58 | 0.7994 | 0.1620 | 0.7994 | 0.8941 |
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- | No log | 1.3043 | 60 | 0.7969 | 0.1138 | 0.7969 | 0.8927 |
82
- | No log | 1.3478 | 62 | 0.7855 | 0.1604 | 0.7855 | 0.8863 |
83
- | No log | 1.3913 | 64 | 0.8319 | 0.1714 | 0.8319 | 0.9121 |
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- | No log | 1.4348 | 66 | 0.9281 | 0.0955 | 0.9281 | 0.9634 |
85
- | No log | 1.4783 | 68 | 0.9992 | 0.1334 | 0.9992 | 0.9996 |
86
- | No log | 1.5217 | 70 | 0.9086 | 0.0955 | 0.9086 | 0.9532 |
87
- | No log | 1.5652 | 72 | 0.8231 | 0.1365 | 0.8231 | 0.9072 |
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- | No log | 1.6087 | 74 | 0.8288 | 0.1372 | 0.8288 | 0.9104 |
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- | No log | 1.6522 | 76 | 0.8791 | 0.1365 | 0.8791 | 0.9376 |
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- | No log | 1.6957 | 78 | 0.9646 | 0.2066 | 0.9646 | 0.9821 |
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- | No log | 1.7391 | 80 | 0.9898 | 0.2408 | 0.9898 | 0.9949 |
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- | No log | 1.7826 | 82 | 1.0613 | 0.3019 | 1.0613 | 1.0302 |
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- | No log | 1.8261 | 84 | 0.9934 | 0.2585 | 0.9934 | 0.9967 |
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- | No log | 1.8696 | 86 | 0.9138 | 0.2672 | 0.9138 | 0.9559 |
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- | No log | 1.9130 | 88 | 0.8048 | 0.2708 | 0.8048 | 0.8971 |
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- | No log | 1.9565 | 90 | 0.7533 | 0.1834 | 0.7533 | 0.8679 |
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- | No log | 2.0 | 92 | 0.7463 | 0.1347 | 0.7463 | 0.8639 |
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- | No log | 2.0435 | 94 | 0.7735 | 0.2548 | 0.7735 | 0.8795 |
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- | No log | 2.0870 | 96 | 0.9094 | 0.3129 | 0.9094 | 0.9536 |
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- | No log | 2.1304 | 98 | 1.0339 | 0.2823 | 1.0339 | 1.0168 |
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- | No log | 2.1739 | 100 | 0.9311 | 0.2389 | 0.9311 | 0.9649 |
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- | No log | 2.2174 | 102 | 0.7741 | 0.2803 | 0.7741 | 0.8798 |
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- | No log | 2.2609 | 104 | 0.7760 | 0.1870 | 0.7760 | 0.8809 |
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- | No log | 2.3043 | 106 | 0.7714 | 0.1404 | 0.7714 | 0.8783 |
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- | No log | 2.3478 | 108 | 0.7911 | 0.2402 | 0.7911 | 0.8894 |
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- | No log | 2.3913 | 110 | 0.9035 | 0.3347 | 0.9035 | 0.9505 |
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- | No log | 2.4348 | 112 | 0.8767 | 0.3155 | 0.8767 | 0.9363 |
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- | No log | 2.4783 | 114 | 0.7704 | 0.0406 | 0.7704 | 0.8777 |
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- | No log | 2.5217 | 116 | 0.8802 | 0.1541 | 0.8802 | 0.9382 |
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- | No log | 2.5652 | 118 | 0.8843 | 0.1495 | 0.8843 | 0.9403 |
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- | No log | 2.6087 | 120 | 0.7513 | -0.0067 | 0.7513 | 0.8668 |
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- | No log | 2.6522 | 122 | 0.8312 | 0.2914 | 0.8312 | 0.9117 |
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- | No log | 2.6957 | 124 | 0.9099 | 0.3239 | 0.9099 | 0.9539 |
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- | No log | 2.7391 | 126 | 0.8497 | 0.3103 | 0.8497 | 0.9218 |
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- | No log | 2.7826 | 128 | 0.7475 | 0.2578 | 0.7475 | 0.8646 |
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- | No log | 2.8261 | 130 | 0.7348 | 0.2578 | 0.7348 | 0.8572 |
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- | No log | 2.8696 | 132 | 0.7691 | 0.2642 | 0.7691 | 0.8770 |
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- | No log | 2.9130 | 134 | 0.8053 | 0.2642 | 0.8053 | 0.8974 |
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- | No log | 2.9565 | 136 | 0.7881 | 0.2334 | 0.7881 | 0.8878 |
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- | No log | 3.0 | 138 | 0.7394 | 0.1710 | 0.7394 | 0.8599 |
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- | No log | 3.0435 | 140 | 0.7623 | 0.2498 | 0.7623 | 0.8731 |
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- | No log | 3.0870 | 142 | 0.7537 | 0.2379 | 0.7537 | 0.8682 |
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- | No log | 3.1304 | 144 | 0.7519 | 0.2379 | 0.7519 | 0.8671 |
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- | No log | 3.1739 | 146 | 0.7719 | 0.1803 | 0.7719 | 0.8786 |
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- | No log | 3.2174 | 148 | 0.7936 | 0.1440 | 0.7936 | 0.8908 |
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- | No log | 3.2609 | 150 | 0.8156 | 0.0747 | 0.8156 | 0.9031 |
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- | No log | 3.3043 | 152 | 0.7630 | 0.2456 | 0.7630 | 0.8735 |
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- | No log | 3.3478 | 154 | 0.7328 | 0.2294 | 0.7328 | 0.8560 |
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- | No log | 3.3913 | 156 | 0.7373 | 0.2414 | 0.7373 | 0.8587 |
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- | No log | 3.4348 | 158 | 0.6949 | 0.2353 | 0.6949 | 0.8336 |
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- | No log | 3.4783 | 160 | 0.7066 | 0.2205 | 0.7066 | 0.8406 |
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- | No log | 3.5217 | 162 | 0.7094 | 0.2264 | 0.7094 | 0.8423 |
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- | No log | 3.5652 | 164 | 0.6995 | 0.2218 | 0.6995 | 0.8364 |
134
- | No log | 3.6087 | 166 | 0.6969 | 0.2353 | 0.6969 | 0.8348 |
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- | No log | 3.6522 | 168 | 0.7047 | 0.1673 | 0.7047 | 0.8395 |
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- | No log | 3.6957 | 170 | 0.7140 | 0.1400 | 0.7140 | 0.8450 |
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- | No log | 3.7391 | 172 | 0.7215 | 0.2218 | 0.7215 | 0.8494 |
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- | No log | 3.7826 | 174 | 0.7990 | 0.0949 | 0.7990 | 0.8938 |
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- | No log | 3.8261 | 176 | 0.9510 | 0.0659 | 0.9510 | 0.9752 |
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- | No log | 3.8696 | 178 | 0.9474 | 0.0666 | 0.9474 | 0.9733 |
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- | No log | 3.9130 | 180 | 0.7928 | 0.1172 | 0.7928 | 0.8904 |
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- | No log | 3.9565 | 182 | 0.7647 | 0.1531 | 0.7647 | 0.8745 |
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- | No log | 4.0 | 184 | 0.7887 | 0.1587 | 0.7887 | 0.8881 |
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- | No log | 4.0435 | 186 | 0.7553 | 0.1386 | 0.7553 | 0.8691 |
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- | No log | 4.0870 | 188 | 0.8352 | 0.1637 | 0.8352 | 0.9139 |
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- | No log | 4.1304 | 190 | 1.0013 | 0.1543 | 1.0013 | 1.0007 |
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- | No log | 4.1739 | 192 | 1.0044 | 0.0943 | 1.0044 | 1.0022 |
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- | No log | 4.2174 | 194 | 0.8535 | 0.1660 | 0.8535 | 0.9238 |
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- | No log | 4.2609 | 196 | 0.7794 | 0.2386 | 0.7794 | 0.8829 |
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- | No log | 4.3043 | 198 | 0.8290 | 0.1504 | 0.8290 | 0.9105 |
151
- | No log | 4.3478 | 200 | 0.8320 | 0.1786 | 0.8320 | 0.9121 |
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- | No log | 4.3913 | 202 | 0.8002 | 0.1986 | 0.8002 | 0.8946 |
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- | No log | 4.4348 | 204 | 0.8674 | 0.1162 | 0.8674 | 0.9314 |
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- | No log | 4.4783 | 206 | 0.8964 | 0.0897 | 0.8964 | 0.9468 |
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- | No log | 4.5217 | 208 | 0.8713 | 0.0550 | 0.8713 | 0.9334 |
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- | No log | 4.5652 | 210 | 0.8098 | 0.1483 | 0.8098 | 0.8999 |
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- | No log | 4.6087 | 212 | 0.7711 | 0.1347 | 0.7711 | 0.8781 |
158
- | No log | 4.6522 | 214 | 0.7852 | 0.2204 | 0.7852 | 0.8861 |
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- | No log | 4.6957 | 216 | 0.8037 | 0.2096 | 0.8037 | 0.8965 |
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- | No log | 4.7391 | 218 | 0.8305 | 0.2662 | 0.8305 | 0.9113 |
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- | No log | 4.7826 | 220 | 0.7907 | 0.1869 | 0.7907 | 0.8892 |
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- | No log | 4.8261 | 222 | 0.8094 | 0.2318 | 0.8094 | 0.8997 |
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- | No log | 4.8696 | 224 | 0.8136 | 0.2295 | 0.8136 | 0.9020 |
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- | No log | 4.9130 | 226 | 0.7851 | 0.1661 | 0.7851 | 0.8861 |
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- | No log | 4.9565 | 228 | 0.7708 | 0.1613 | 0.7708 | 0.8779 |
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- | No log | 5.0 | 230 | 0.7742 | 0.1884 | 0.7742 | 0.8799 |
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- | No log | 5.0435 | 232 | 0.7659 | 0.0604 | 0.7659 | 0.8751 |
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- | No log | 5.0870 | 234 | 0.7563 | 0.1011 | 0.7563 | 0.8697 |
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- | No log | 5.1304 | 236 | 0.7403 | 0.1179 | 0.7403 | 0.8604 |
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- | No log | 5.1739 | 238 | 0.7374 | 0.1051 | 0.7374 | 0.8587 |
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- | No log | 5.2174 | 240 | 0.7508 | 0.0652 | 0.7508 | 0.8665 |
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- | No log | 5.2609 | 242 | 0.7642 | 0.0584 | 0.7642 | 0.8742 |
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- | No log | 5.3043 | 244 | 0.7523 | 0.0262 | 0.7523 | 0.8674 |
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- | No log | 5.3478 | 246 | 0.8039 | 0.1548 | 0.8039 | 0.8966 |
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- | No log | 5.3913 | 248 | 0.8536 | 0.1528 | 0.8536 | 0.9239 |
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- | No log | 5.4348 | 250 | 0.8582 | 0.1091 | 0.8582 | 0.9264 |
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- | No log | 5.4783 | 252 | 0.8439 | 0.0321 | 0.8439 | 0.9186 |
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- | No log | 5.5217 | 254 | 0.8718 | 0.1015 | 0.8718 | 0.9337 |
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- | No log | 5.5652 | 256 | 0.8647 | 0.1015 | 0.8647 | 0.9299 |
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- | No log | 5.6087 | 258 | 0.8780 | 0.0716 | 0.8780 | 0.9370 |
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- | No log | 5.6522 | 260 | 0.8764 | 0.0404 | 0.8764 | 0.9361 |
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- | No log | 5.6957 | 262 | 0.8896 | 0.0417 | 0.8896 | 0.9432 |
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- | No log | 5.7391 | 264 | 0.8882 | 0.0417 | 0.8882 | 0.9424 |
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- | No log | 5.7826 | 266 | 0.8729 | 0.0062 | 0.8729 | 0.9343 |
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- | No log | 5.8261 | 268 | 0.8436 | 0.0604 | 0.8436 | 0.9185 |
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- | No log | 5.8696 | 270 | 0.8906 | 0.2012 | 0.8906 | 0.9437 |
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- | No log | 5.9130 | 272 | 1.0546 | 0.2995 | 1.0546 | 1.0269 |
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- | No log | 5.9565 | 274 | 1.0864 | 0.3137 | 1.0864 | 1.0423 |
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- | No log | 6.0 | 276 | 0.9753 | 0.2244 | 0.9753 | 0.9876 |
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- | No log | 6.0435 | 278 | 0.8713 | 0.1222 | 0.8713 | 0.9335 |
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- | No log | 6.0870 | 280 | 0.8427 | 0.0289 | 0.8427 | 0.9180 |
192
- | No log | 6.1304 | 282 | 0.8282 | -0.0070 | 0.8282 | 0.9101 |
193
- | No log | 6.1739 | 284 | 0.8220 | 0.0408 | 0.8220 | 0.9066 |
194
- | No log | 6.2174 | 286 | 0.8074 | 0.0778 | 0.8074 | 0.8985 |
195
- | No log | 6.2609 | 288 | 0.8077 | 0.0778 | 0.8077 | 0.8987 |
196
- | No log | 6.3043 | 290 | 0.7987 | 0.0778 | 0.7987 | 0.8937 |
197
- | No log | 6.3478 | 292 | 0.7972 | 0.0778 | 0.7972 | 0.8929 |
198
- | No log | 6.3913 | 294 | 0.8091 | 0.0778 | 0.8091 | 0.8995 |
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- | No log | 6.4348 | 296 | 0.8200 | 0.0347 | 0.8200 | 0.9056 |
200
- | No log | 6.4783 | 298 | 0.8176 | 0.0272 | 0.8176 | 0.9042 |
201
- | No log | 6.5217 | 300 | 0.8246 | 0.0627 | 0.8246 | 0.9081 |
202
- | No log | 6.5652 | 302 | 0.8375 | -0.0095 | 0.8375 | 0.9151 |
203
- | No log | 6.6087 | 304 | 0.8641 | 0.0392 | 0.8641 | 0.9295 |
204
- | No log | 6.6522 | 306 | 0.8731 | 0.0627 | 0.8731 | 0.9344 |
205
- | No log | 6.6957 | 308 | 0.8957 | 0.0149 | 0.8957 | 0.9464 |
206
- | No log | 6.7391 | 310 | 0.9260 | 0.1416 | 0.9260 | 0.9623 |
207
- | No log | 6.7826 | 312 | 0.9101 | 0.1459 | 0.9101 | 0.9540 |
208
- | No log | 6.8261 | 314 | 0.8731 | 0.0594 | 0.8731 | 0.9344 |
209
- | No log | 6.8696 | 316 | 0.8574 | 0.0741 | 0.8574 | 0.9259 |
210
- | No log | 6.9130 | 318 | 0.8397 | 0.0816 | 0.8397 | 0.9163 |
211
- | No log | 6.9565 | 320 | 0.8164 | -0.0079 | 0.8164 | 0.9036 |
212
- | No log | 7.0 | 322 | 0.8160 | 0.0236 | 0.8160 | 0.9033 |
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- | No log | 7.0435 | 324 | 0.8350 | 0.0181 | 0.8350 | 0.9138 |
214
- | No log | 7.0870 | 326 | 0.8249 | 0.0181 | 0.8249 | 0.9082 |
215
- | No log | 7.1304 | 328 | 0.8103 | 0.0283 | 0.8103 | 0.9001 |
216
- | No log | 7.1739 | 330 | 0.8344 | 0.0816 | 0.8344 | 0.9135 |
217
- | No log | 7.2174 | 332 | 0.8601 | 0.1299 | 0.8601 | 0.9274 |
218
- | No log | 7.2609 | 334 | 0.8521 | 0.0909 | 0.8521 | 0.9231 |
219
- | No log | 7.3043 | 336 | 0.8235 | 0.0856 | 0.8235 | 0.9075 |
220
- | No log | 7.3478 | 338 | 0.8107 | 0.0856 | 0.8107 | 0.9004 |
221
- | No log | 7.3913 | 340 | 0.7942 | 0.0697 | 0.7942 | 0.8912 |
222
- | No log | 7.4348 | 342 | 0.7943 | 0.0697 | 0.7943 | 0.8913 |
223
- | No log | 7.4783 | 344 | 0.7996 | 0.0856 | 0.7996 | 0.8942 |
224
- | No log | 7.5217 | 346 | 0.7994 | 0.0856 | 0.7994 | 0.8941 |
225
- | No log | 7.5652 | 348 | 0.8026 | 0.0392 | 0.8026 | 0.8959 |
226
- | No log | 7.6087 | 350 | 0.8008 | 0.1661 | 0.8008 | 0.8949 |
227
- | No log | 7.6522 | 352 | 0.8247 | 0.2294 | 0.8247 | 0.9081 |
228
- | No log | 7.6957 | 354 | 0.8179 | 0.1673 | 0.8179 | 0.9044 |
229
- | No log | 7.7391 | 356 | 0.8072 | 0.1289 | 0.8072 | 0.8985 |
230
- | No log | 7.7826 | 358 | 0.8273 | 0.1164 | 0.8273 | 0.9095 |
231
- | No log | 7.8261 | 360 | 0.8292 | 0.1555 | 0.8292 | 0.9106 |
232
- | No log | 7.8696 | 362 | 0.7978 | 0.0768 | 0.7978 | 0.8932 |
233
- | No log | 7.9130 | 364 | 0.7608 | 0.1432 | 0.7608 | 0.8723 |
234
- | No log | 7.9565 | 366 | 0.7770 | 0.1988 | 0.7770 | 0.8815 |
235
- | No log | 8.0 | 368 | 0.7823 | 0.1673 | 0.7823 | 0.8845 |
236
- | No log | 8.0435 | 370 | 0.7718 | 0.2078 | 0.7718 | 0.8785 |
237
- | No log | 8.0870 | 372 | 0.7734 | 0.1386 | 0.7734 | 0.8794 |
238
- | No log | 8.1304 | 374 | 0.7861 | 0.0784 | 0.7861 | 0.8866 |
239
- | No log | 8.1739 | 376 | 0.7891 | 0.1179 | 0.7891 | 0.8883 |
240
- | No log | 8.2174 | 378 | 0.7948 | 0.1224 | 0.7948 | 0.8915 |
241
- | No log | 8.2609 | 380 | 0.7753 | 0.0851 | 0.7753 | 0.8805 |
242
- | No log | 8.3043 | 382 | 0.7698 | 0.1181 | 0.7698 | 0.8774 |
243
- | No log | 8.3478 | 384 | 0.7792 | 0.1440 | 0.7792 | 0.8827 |
244
- | No log | 8.3913 | 386 | 0.7660 | 0.1440 | 0.7660 | 0.8752 |
245
- | No log | 8.4348 | 388 | 0.7626 | 0.1702 | 0.7626 | 0.8733 |
246
- | No log | 8.4783 | 390 | 0.7793 | 0.1327 | 0.7793 | 0.8828 |
247
- | No log | 8.5217 | 392 | 0.7600 | 0.1702 | 0.7600 | 0.8718 |
248
- | No log | 8.5652 | 394 | 0.7530 | 0.1093 | 0.7530 | 0.8678 |
249
- | No log | 8.6087 | 396 | 0.7568 | 0.0627 | 0.7568 | 0.8700 |
250
- | No log | 8.6522 | 398 | 0.7497 | 0.1539 | 0.7497 | 0.8659 |
251
- | No log | 8.6957 | 400 | 0.7635 | 0.2063 | 0.7635 | 0.8738 |
252
- | No log | 8.7391 | 402 | 0.7914 | 0.1960 | 0.7914 | 0.8896 |
253
- | No log | 8.7826 | 404 | 0.8145 | 0.1941 | 0.8145 | 0.9025 |
254
- | No log | 8.8261 | 406 | 0.7697 | 0.1608 | 0.7697 | 0.8773 |
255
- | No log | 8.8696 | 408 | 0.7459 | 0.1988 | 0.7459 | 0.8636 |
256
- | No log | 8.9130 | 410 | 0.8026 | 0.2498 | 0.8026 | 0.8959 |
257
- | No log | 8.9565 | 412 | 0.8145 | 0.3060 | 0.8145 | 0.9025 |
258
- | No log | 9.0 | 414 | 0.7607 | 0.1260 | 0.7607 | 0.8722 |
259
- | No log | 9.0435 | 416 | 0.7319 | 0.1942 | 0.7319 | 0.8555 |
260
- | No log | 9.0870 | 418 | 0.7338 | 0.2002 | 0.7338 | 0.8566 |
261
- | No log | 9.1304 | 420 | 0.7290 | 0.1942 | 0.7290 | 0.8538 |
262
- | No log | 9.1739 | 422 | 0.7336 | 0.1673 | 0.7336 | 0.8565 |
263
- | No log | 9.2174 | 424 | 0.7531 | 0.2530 | 0.7531 | 0.8678 |
264
- | No log | 9.2609 | 426 | 0.7424 | 0.2530 | 0.7424 | 0.8617 |
265
- | No log | 9.3043 | 428 | 0.7258 | 0.2099 | 0.7258 | 0.8519 |
266
- | No log | 9.3478 | 430 | 0.7200 | 0.1489 | 0.7200 | 0.8485 |
267
- | No log | 9.3913 | 432 | 0.7191 | 0.2002 | 0.7191 | 0.8480 |
268
- | No log | 9.4348 | 434 | 0.7220 | 0.2002 | 0.7220 | 0.8497 |
269
- | No log | 9.4783 | 436 | 0.7247 | 0.2002 | 0.7247 | 0.8513 |
270
- | No log | 9.5217 | 438 | 0.7250 | 0.2002 | 0.7250 | 0.8515 |
271
- | No log | 9.5652 | 440 | 0.7222 | 0.2063 | 0.7222 | 0.8498 |
272
- | No log | 9.6087 | 442 | 0.7289 | 0.2063 | 0.7289 | 0.8538 |
273
- | No log | 9.6522 | 444 | 0.7310 | 0.2063 | 0.7310 | 0.8550 |
274
- | No log | 9.6957 | 446 | 0.7234 | 0.2063 | 0.7234 | 0.8505 |
275
- | No log | 9.7391 | 448 | 0.7220 | 0.1775 | 0.7220 | 0.8497 |
276
- | No log | 9.7826 | 450 | 0.7199 | 0.2099 | 0.7199 | 0.8485 |
277
- | No log | 9.8261 | 452 | 0.7184 | 0.1580 | 0.7184 | 0.8476 |
278
- | No log | 9.8696 | 454 | 0.7160 | 0.1580 | 0.7160 | 0.8461 |
279
- | No log | 9.9130 | 456 | 0.7148 | 0.1633 | 0.7148 | 0.8454 |
280
- | No log | 9.9565 | 458 | 0.7247 | 0.1633 | 0.7247 | 0.8513 |
281
- | No log | 10.0 | 460 | 0.7513 | 0.0905 | 0.7513 | 0.8668 |
282
- | No log | 10.0435 | 462 | 0.7364 | 0.1633 | 0.7364 | 0.8582 |
283
- | No log | 10.0870 | 464 | 0.7251 | 0.0262 | 0.7251 | 0.8515 |
284
- | No log | 10.1304 | 466 | 0.7332 | 0.1577 | 0.7332 | 0.8562 |
285
- | No log | 10.1739 | 468 | 0.7329 | 0.0899 | 0.7329 | 0.8561 |
286
- | No log | 10.2174 | 470 | 0.7682 | 0.2611 | 0.7682 | 0.8765 |
287
- | No log | 10.2609 | 472 | 0.7845 | 0.2891 | 0.7845 | 0.8857 |
288
- | No log | 10.3043 | 474 | 0.7595 | 0.2325 | 0.7595 | 0.8715 |
289
- | No log | 10.3478 | 476 | 0.7489 | 0.2243 | 0.7489 | 0.8654 |
290
- | No log | 10.3913 | 478 | 0.7364 | 0.2593 | 0.7364 | 0.8581 |
291
- | No log | 10.4348 | 480 | 0.7333 | 0.2593 | 0.7333 | 0.8563 |
292
- | No log | 10.4783 | 482 | 0.7544 | 0.1951 | 0.7544 | 0.8686 |
293
- | No log | 10.5217 | 484 | 0.8080 | 0.2625 | 0.8080 | 0.8989 |
294
- | No log | 10.5652 | 486 | 0.8483 | 0.2817 | 0.8483 | 0.9210 |
295
- | No log | 10.6087 | 488 | 0.8331 | 0.2530 | 0.8331 | 0.9128 |
296
- | No log | 10.6522 | 490 | 0.7747 | 0.1993 | 0.7747 | 0.8802 |
297
- | No log | 10.6957 | 492 | 0.7311 | 0.1092 | 0.7311 | 0.8550 |
298
- | No log | 10.7391 | 494 | 0.7277 | 0.1051 | 0.7277 | 0.8530 |
299
- | No log | 10.7826 | 496 | 0.7287 | 0.1179 | 0.7287 | 0.8536 |
300
- | No log | 10.8261 | 498 | 0.7502 | 0.0902 | 0.7502 | 0.8661 |
301
- | 0.2903 | 10.8696 | 500 | 0.7779 | 0.1304 | 0.7779 | 0.8820 |
302
- | 0.2903 | 10.9130 | 502 | 0.7593 | 0.1310 | 0.7593 | 0.8714 |
303
- | 0.2903 | 10.9565 | 504 | 0.7710 | 0.1686 | 0.7710 | 0.8781 |
304
- | 0.2903 | 11.0 | 506 | 0.8011 | 0.2277 | 0.8011 | 0.8950 |
305
- | 0.2903 | 11.0435 | 508 | 0.7977 | 0.1990 | 0.7977 | 0.8931 |
306
- | 0.2903 | 11.0870 | 510 | 0.8090 | 0.1990 | 0.8090 | 0.8994 |
307
- | 0.2903 | 11.1304 | 512 | 0.8188 | 0.1941 | 0.8188 | 0.9049 |
308
- | 0.2903 | 11.1739 | 514 | 0.8142 | 0.1628 | 0.8142 | 0.9023 |
309
- | 0.2903 | 11.2174 | 516 | 0.7859 | 0.2277 | 0.7859 | 0.8865 |
310
- | 0.2903 | 11.2609 | 518 | 0.7386 | 0.0784 | 0.7386 | 0.8594 |
311
- | 0.2903 | 11.3043 | 520 | 0.7262 | 0.1136 | 0.7262 | 0.8521 |
312
- | 0.2903 | 11.3478 | 522 | 0.7498 | 0.0933 | 0.7498 | 0.8659 |
313
- | 0.2903 | 11.3913 | 524 | 0.7268 | 0.1093 | 0.7268 | 0.8525 |
314
- | 0.2903 | 11.4348 | 526 | 0.7058 | 0.1646 | 0.7058 | 0.8401 |
315
- | 0.2903 | 11.4783 | 528 | 0.7340 | 0.1635 | 0.7340 | 0.8567 |
316
- | 0.2903 | 11.5217 | 530 | 0.7491 | 0.1941 | 0.7491 | 0.8655 |
317
- | 0.2903 | 11.5652 | 532 | 0.7302 | 0.1635 | 0.7302 | 0.8545 |
318
- | 0.2903 | 11.6087 | 534 | 0.7087 | 0.1224 | 0.7087 | 0.8418 |
319
- | 0.2903 | 11.6522 | 536 | 0.7107 | 0.1136 | 0.7107 | 0.8431 |
320
- | 0.2903 | 11.6957 | 538 | 0.7042 | 0.1591 | 0.7042 | 0.8392 |
321
- | 0.2903 | 11.7391 | 540 | 0.6976 | 0.1646 | 0.6976 | 0.8352 |
322
- | 0.2903 | 11.7826 | 542 | 0.7091 | 0.0937 | 0.7091 | 0.8421 |
323
- | 0.2903 | 11.8261 | 544 | 0.7198 | 0.0937 | 0.7198 | 0.8484 |
324
- | 0.2903 | 11.8696 | 546 | 0.7259 | 0.0944 | 0.7259 | 0.8520 |
325
- | 0.2903 | 11.9130 | 548 | 0.7070 | 0.1327 | 0.7070 | 0.8408 |
326
- | 0.2903 | 11.9565 | 550 | 0.7038 | 0.1942 | 0.7038 | 0.8389 |
327
- | 0.2903 | 12.0 | 552 | 0.7354 | 0.0174 | 0.7354 | 0.8576 |
328
- | 0.2903 | 12.0435 | 554 | 0.7793 | 0.1142 | 0.7793 | 0.8828 |
329
- | 0.2903 | 12.0870 | 556 | 0.8050 | 0.3032 | 0.8050 | 0.8972 |
330
- | 0.2903 | 12.1304 | 558 | 0.7824 | 0.1766 | 0.7824 | 0.8845 |
331
- | 0.2903 | 12.1739 | 560 | 0.7522 | 0.0892 | 0.7522 | 0.8673 |
332
- | 0.2903 | 12.2174 | 562 | 0.7608 | 0.1923 | 0.7608 | 0.8722 |
333
- | 0.2903 | 12.2609 | 564 | 0.8107 | 0.2550 | 0.8107 | 0.9004 |
334
- | 0.2903 | 12.3043 | 566 | 0.8089 | 0.2550 | 0.8089 | 0.8994 |
335
- | 0.2903 | 12.3478 | 568 | 0.7795 | 0.1091 | 0.7795 | 0.8829 |
336
- | 0.2903 | 12.3913 | 570 | 0.7862 | 0.1531 | 0.7862 | 0.8867 |
337
- | 0.2903 | 12.4348 | 572 | 0.7827 | 0.1531 | 0.7827 | 0.8847 |
338
- | 0.2903 | 12.4783 | 574 | 0.7560 | 0.0594 | 0.7560 | 0.8695 |
339
- | 0.2903 | 12.5217 | 576 | 0.7511 | 0.1529 | 0.7511 | 0.8667 |
340
- | 0.2903 | 12.5652 | 578 | 0.7789 | 0.2368 | 0.7789 | 0.8826 |
341
- | 0.2903 | 12.6087 | 580 | 0.7815 | 0.2368 | 0.7815 | 0.8840 |
342
- | 0.2903 | 12.6522 | 582 | 0.7507 | 0.1660 | 0.7507 | 0.8664 |
343
- | 0.2903 | 12.6957 | 584 | 0.7361 | 0.1660 | 0.7361 | 0.8580 |
344
- | 0.2903 | 12.7391 | 586 | 0.7335 | 0.1996 | 0.7335 | 0.8564 |
345
- | 0.2903 | 12.7826 | 588 | 0.7120 | 0.1998 | 0.7120 | 0.8438 |
346
- | 0.2903 | 12.8261 | 590 | 0.7139 | 0.1176 | 0.7139 | 0.8449 |
347
- | 0.2903 | 12.8696 | 592 | 0.7290 | 0.1906 | 0.7290 | 0.8538 |
348
- | 0.2903 | 12.9130 | 594 | 0.7870 | 0.2525 | 0.7870 | 0.8871 |
349
- | 0.2903 | 12.9565 | 596 | 0.8306 | 0.2880 | 0.8306 | 0.9114 |
350
- | 0.2903 | 13.0 | 598 | 0.8246 | 0.2880 | 0.8246 | 0.9081 |
351
- | 0.2903 | 13.0435 | 600 | 0.7704 | 0.2300 | 0.7704 | 0.8777 |
352
- | 0.2903 | 13.0870 | 602 | 0.7332 | 0.2341 | 0.7332 | 0.8562 |
353
- | 0.2903 | 13.1304 | 604 | 0.7134 | 0.2308 | 0.7134 | 0.8446 |
354
- | 0.2903 | 13.1739 | 606 | 0.7149 | 0.2308 | 0.7149 | 0.8455 |
355
- | 0.2903 | 13.2174 | 608 | 0.7262 | 0.2308 | 0.7262 | 0.8522 |
356
- | 0.2903 | 13.2609 | 610 | 0.7442 | 0.2308 | 0.7442 | 0.8626 |
357
- | 0.2903 | 13.3043 | 612 | 0.7515 | 0.2308 | 0.7515 | 0.8669 |
358
- | 0.2903 | 13.3478 | 614 | 0.7741 | 0.2341 | 0.7741 | 0.8798 |
359
- | 0.2903 | 13.3913 | 616 | 0.7749 | 0.2341 | 0.7749 | 0.8803 |
360
- | 0.2903 | 13.4348 | 618 | 0.7500 | 0.1998 | 0.7500 | 0.8660 |
361
- | 0.2903 | 13.4783 | 620 | 0.7532 | 0.1620 | 0.7532 | 0.8679 |
362
- | 0.2903 | 13.5217 | 622 | 0.7771 | 0.1267 | 0.7771 | 0.8815 |
363
- | 0.2903 | 13.5652 | 624 | 0.7698 | 0.1687 | 0.7698 | 0.8774 |
364
- | 0.2903 | 13.6087 | 626 | 0.7490 | 0.1282 | 0.7490 | 0.8654 |
365
- | 0.2903 | 13.6522 | 628 | 0.7420 | 0.1660 | 0.7420 | 0.8614 |
366
- | 0.2903 | 13.6957 | 630 | 0.7444 | 0.0643 | 0.7444 | 0.8628 |
367
- | 0.2903 | 13.7391 | 632 | 0.7608 | 0.1598 | 0.7608 | 0.8723 |
368
- | 0.2903 | 13.7826 | 634 | 0.7827 | 0.1459 | 0.7827 | 0.8847 |
369
- | 0.2903 | 13.8261 | 636 | 0.7853 | 0.2754 | 0.7853 | 0.8862 |
370
- | 0.2903 | 13.8696 | 638 | 0.7468 | 0.2754 | 0.7468 | 0.8642 |
371
- | 0.2903 | 13.9130 | 640 | 0.7212 | 0.2027 | 0.7212 | 0.8492 |
372
- | 0.2903 | 13.9565 | 642 | 0.7557 | 0.1136 | 0.7557 | 0.8693 |
373
- | 0.2903 | 14.0 | 644 | 0.8094 | 0.2036 | 0.8094 | 0.8997 |
374
- | 0.2903 | 14.0435 | 646 | 0.8347 | 0.3299 | 0.8347 | 0.9136 |
375
- | 0.2903 | 14.0870 | 648 | 0.8118 | 0.3299 | 0.8118 | 0.9010 |
376
- | 0.2903 | 14.1304 | 650 | 0.7630 | 0.2057 | 0.7630 | 0.8735 |
377
- | 0.2903 | 14.1739 | 652 | 0.7177 | 0.1961 | 0.7177 | 0.8472 |
378
- | 0.2903 | 14.2174 | 654 | 0.7018 | 0.1539 | 0.7018 | 0.8377 |
379
- | 0.2903 | 14.2609 | 656 | 0.6989 | 0.1529 | 0.6989 | 0.8360 |
380
- | 0.2903 | 14.3043 | 658 | 0.6956 | 0.2280 | 0.6956 | 0.8340 |
381
- | 0.2903 | 14.3478 | 660 | 0.6925 | 0.2280 | 0.6925 | 0.8322 |
382
- | 0.2903 | 14.3913 | 662 | 0.6899 | 0.2280 | 0.6899 | 0.8306 |
383
- | 0.2903 | 14.4348 | 664 | 0.6902 | 0.2280 | 0.6902 | 0.8308 |
384
- | 0.2903 | 14.4783 | 666 | 0.6820 | 0.2002 | 0.6820 | 0.8258 |
385
- | 0.2903 | 14.5217 | 668 | 0.6804 | 0.2002 | 0.6804 | 0.8249 |
386
- | 0.2903 | 14.5652 | 670 | 0.6925 | 0.2002 | 0.6925 | 0.8322 |
387
- | 0.2903 | 14.6087 | 672 | 0.7010 | 0.2041 | 0.7010 | 0.8372 |
388
- | 0.2903 | 14.6522 | 674 | 0.6997 | 0.1981 | 0.6997 | 0.8365 |
389
- | 0.2903 | 14.6957 | 676 | 0.6920 | 0.2002 | 0.6920 | 0.8319 |
390
- | 0.2903 | 14.7391 | 678 | 0.6977 | 0.2002 | 0.6977 | 0.8353 |
391
- | 0.2903 | 14.7826 | 680 | 0.7065 | 0.2002 | 0.7065 | 0.8405 |
392
- | 0.2903 | 14.8261 | 682 | 0.7146 | 0.2002 | 0.7146 | 0.8454 |
393
- | 0.2903 | 14.8696 | 684 | 0.7170 | 0.1539 | 0.7170 | 0.8468 |
394
- | 0.2903 | 14.9130 | 686 | 0.7190 | 0.2280 | 0.7190 | 0.8479 |
395
- | 0.2903 | 14.9565 | 688 | 0.7279 | 0.2002 | 0.7279 | 0.8532 |
396
- | 0.2903 | 15.0 | 690 | 0.7542 | 0.2325 | 0.7542 | 0.8684 |
397
- | 0.2903 | 15.0435 | 692 | 0.7658 | 0.1923 | 0.7658 | 0.8751 |
398
- | 0.2903 | 15.0870 | 694 | 0.7575 | 0.1923 | 0.7575 | 0.8703 |
399
- | 0.2903 | 15.1304 | 696 | 0.7703 | 0.1923 | 0.7703 | 0.8777 |
400
- | 0.2903 | 15.1739 | 698 | 0.7613 | 0.1923 | 0.7613 | 0.8725 |
401
- | 0.2903 | 15.2174 | 700 | 0.7428 | 0.1539 | 0.7428 | 0.8619 |
402
- | 0.2903 | 15.2609 | 702 | 0.7517 | 0.2099 | 0.7517 | 0.8670 |
403
- | 0.2903 | 15.3043 | 704 | 0.7614 | 0.1673 | 0.7614 | 0.8726 |
404
- | 0.2903 | 15.3478 | 706 | 0.7531 | 0.2099 | 0.7531 | 0.8678 |
405
- | 0.2903 | 15.3913 | 708 | 0.7334 | 0.1539 | 0.7334 | 0.8564 |
406
- | 0.2903 | 15.4348 | 710 | 0.7255 | 0.1646 | 0.7255 | 0.8518 |
407
- | 0.2903 | 15.4783 | 712 | 0.7394 | 0.1277 | 0.7394 | 0.8599 |
408
- | 0.2903 | 15.5217 | 714 | 0.7417 | 0.1259 | 0.7417 | 0.8612 |
409
- | 0.2903 | 15.5652 | 716 | 0.7221 | 0.1646 | 0.7221 | 0.8498 |
410
- | 0.2903 | 15.6087 | 718 | 0.7020 | 0.2002 | 0.7020 | 0.8378 |
411
- | 0.2903 | 15.6522 | 720 | 0.7070 | 0.2280 | 0.7070 | 0.8408 |
412
- | 0.2903 | 15.6957 | 722 | 0.7268 | 0.1988 | 0.7268 | 0.8525 |
413
- | 0.2903 | 15.7391 | 724 | 0.7249 | 0.2099 | 0.7249 | 0.8514 |
414
- | 0.2903 | 15.7826 | 726 | 0.7180 | 0.2099 | 0.7180 | 0.8474 |
415
- | 0.2903 | 15.8261 | 728 | 0.7104 | 0.2607 | 0.7104 | 0.8429 |
416
- | 0.2903 | 15.8696 | 730 | 0.7040 | 0.2229 | 0.7040 | 0.8390 |
417
- | 0.2903 | 15.9130 | 732 | 0.7190 | 0.1979 | 0.7190 | 0.8479 |
418
- | 0.2903 | 15.9565 | 734 | 0.7563 | 0.2316 | 0.7563 | 0.8696 |
419
- | 0.2903 | 16.0 | 736 | 0.7813 | 0.2012 | 0.7813 | 0.8839 |
420
- | 0.2903 | 16.0435 | 738 | 0.7667 | 0.1686 | 0.7667 | 0.8756 |
421
- | 0.2903 | 16.0870 | 740 | 0.7282 | 0.2057 | 0.7282 | 0.8533 |
422
- | 0.2903 | 16.1304 | 742 | 0.6979 | 0.2063 | 0.6979 | 0.8354 |
423
- | 0.2903 | 16.1739 | 744 | 0.7094 | 0.2280 | 0.7094 | 0.8422 |
424
- | 0.2903 | 16.2174 | 746 | 0.7415 | 0.1268 | 0.7415 | 0.8611 |
425
- | 0.2903 | 16.2609 | 748 | 0.7484 | 0.1268 | 0.7484 | 0.8651 |
426
- | 0.2903 | 16.3043 | 750 | 0.7321 | 0.1737 | 0.7321 | 0.8556 |
427
- | 0.2903 | 16.3478 | 752 | 0.7094 | 0.2002 | 0.7094 | 0.8422 |
428
- | 0.2903 | 16.3913 | 754 | 0.7155 | 0.1633 | 0.7155 | 0.8459 |
429
- | 0.2903 | 16.4348 | 756 | 0.7608 | 0.1345 | 0.7608 | 0.8722 |
430
- | 0.2903 | 16.4783 | 758 | 0.7861 | 0.1711 | 0.7861 | 0.8866 |
431
- | 0.2903 | 16.5217 | 760 | 0.7820 | 0.1711 | 0.7820 | 0.8843 |
432
- | 0.2903 | 16.5652 | 762 | 0.7473 | 0.1960 | 0.7473 | 0.8645 |
433
- | 0.2903 | 16.6087 | 764 | 0.7223 | 0.1961 | 0.7223 | 0.8499 |
434
- | 0.2903 | 16.6522 | 766 | 0.7199 | 0.1529 | 0.7199 | 0.8485 |
435
- | 0.2903 | 16.6957 | 768 | 0.7154 | 0.1981 | 0.7154 | 0.8458 |
436
- | 0.2903 | 16.7391 | 770 | 0.7151 | 0.1981 | 0.7151 | 0.8456 |
437
- | 0.2903 | 16.7826 | 772 | 0.7127 | 0.1633 | 0.7127 | 0.8442 |
438
- | 0.2903 | 16.8261 | 774 | 0.7176 | 0.1597 | 0.7176 | 0.8471 |
439
- | 0.2903 | 16.8696 | 776 | 0.7372 | 0.1960 | 0.7372 | 0.8586 |
440
- | 0.2903 | 16.9130 | 778 | 0.7544 | 0.2031 | 0.7544 | 0.8686 |
441
- | 0.2903 | 16.9565 | 780 | 0.7283 | 0.1960 | 0.7283 | 0.8534 |
442
- | 0.2903 | 17.0 | 782 | 0.7014 | 0.1633 | 0.7014 | 0.8375 |
443
- | 0.2903 | 17.0435 | 784 | 0.7136 | 0.1962 | 0.7136 | 0.8448 |
444
- | 0.2903 | 17.0870 | 786 | 0.7282 | 0.1962 | 0.7282 | 0.8533 |
445
- | 0.2903 | 17.1304 | 788 | 0.7329 | 0.1498 | 0.7329 | 0.8561 |
446
- | 0.2903 | 17.1739 | 790 | 0.7240 | 0.1498 | 0.7240 | 0.8509 |
447
- | 0.2903 | 17.2174 | 792 | 0.7115 | 0.1604 | 0.7115 | 0.8435 |
448
- | 0.2903 | 17.2609 | 794 | 0.7048 | 0.2002 | 0.7048 | 0.8395 |
449
- | 0.2903 | 17.3043 | 796 | 0.7079 | 0.1633 | 0.7079 | 0.8414 |
450
- | 0.2903 | 17.3478 | 798 | 0.7095 | 0.1981 | 0.7095 | 0.8423 |
451
- | 0.2903 | 17.3913 | 800 | 0.7066 | 0.1981 | 0.7066 | 0.8406 |
452
- | 0.2903 | 17.4348 | 802 | 0.7088 | 0.1981 | 0.7088 | 0.8419 |
453
- | 0.2903 | 17.4783 | 804 | 0.7138 | 0.1981 | 0.7138 | 0.8449 |
454
- | 0.2903 | 17.5217 | 806 | 0.7300 | 0.2274 | 0.7300 | 0.8544 |
455
- | 0.2903 | 17.5652 | 808 | 0.7297 | 0.2274 | 0.7297 | 0.8542 |
456
- | 0.2903 | 17.6087 | 810 | 0.7210 | 0.1981 | 0.7210 | 0.8491 |
457
- | 0.2903 | 17.6522 | 812 | 0.7190 | 0.1529 | 0.7190 | 0.8479 |
458
- | 0.2903 | 17.6957 | 814 | 0.7232 | 0.1981 | 0.7232 | 0.8504 |
459
- | 0.2903 | 17.7391 | 816 | 0.7255 | 0.1981 | 0.7255 | 0.8517 |
460
- | 0.2903 | 17.7826 | 818 | 0.7408 | 0.1647 | 0.7408 | 0.8607 |
461
- | 0.2903 | 17.8261 | 820 | 0.7688 | 0.1623 | 0.7688 | 0.8768 |
462
- | 0.2903 | 17.8696 | 822 | 0.7694 | 0.1255 | 0.7694 | 0.8771 |
463
- | 0.2903 | 17.9130 | 824 | 0.7678 | 0.1647 | 0.7678 | 0.8762 |
464
- | 0.2903 | 17.9565 | 826 | 0.7690 | 0.1133 | 0.7690 | 0.8769 |
465
- | 0.2903 | 18.0 | 828 | 0.7766 | 0.1093 | 0.7766 | 0.8813 |
466
- | 0.2903 | 18.0435 | 830 | 0.7824 | 0.0652 | 0.7824 | 0.8845 |
467
- | 0.2903 | 18.0870 | 832 | 0.7846 | 0.1093 | 0.7846 | 0.8858 |
468
- | 0.2903 | 18.1304 | 834 | 0.7856 | 0.1093 | 0.7856 | 0.8863 |
469
 
470
 
471
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k15_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_k15_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: 0.9105
19
+ - Qwk: 0.0494
20
+ - Mse: 0.9105
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+ - Rmse: 0.9542
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0417 | 2 | 2.6684 | -0.0702 | 2.6684 | 1.6335 |
53
+ | No log | 0.0833 | 4 | 1.5204 | 0.0967 | 1.5204 | 1.2331 |
54
+ | No log | 0.125 | 6 | 1.3194 | -0.2161 | 1.3194 | 1.1486 |
55
+ | No log | 0.1667 | 8 | 1.0959 | -0.1866 | 1.0959 | 1.0468 |
56
+ | No log | 0.2083 | 10 | 0.9699 | -0.0741 | 0.9699 | 0.9848 |
57
+ | No log | 0.25 | 12 | 1.0507 | -0.1584 | 1.0507 | 1.0250 |
58
+ | No log | 0.2917 | 14 | 1.1375 | -0.1624 | 1.1375 | 1.0665 |
59
+ | No log | 0.3333 | 16 | 1.2285 | -0.1283 | 1.2285 | 1.1084 |
60
+ | No log | 0.375 | 18 | 1.1100 | -0.0927 | 1.1100 | 1.0536 |
61
+ | No log | 0.4167 | 20 | 0.9656 | -0.0373 | 0.9656 | 0.9827 |
62
+ | No log | 0.4583 | 22 | 0.9949 | -0.0070 | 0.9949 | 0.9974 |
63
+ | No log | 0.5 | 24 | 0.9084 | 0.0652 | 0.9084 | 0.9531 |
64
+ | No log | 0.5417 | 26 | 0.8169 | 0.0444 | 0.8169 | 0.9038 |
65
+ | No log | 0.5833 | 28 | 0.8283 | 0.0481 | 0.8283 | 0.9101 |
66
+ | No log | 0.625 | 30 | 0.9003 | 0.0952 | 0.9003 | 0.9488 |
67
+ | No log | 0.6667 | 32 | 0.9306 | 0.0522 | 0.9306 | 0.9647 |
68
+ | No log | 0.7083 | 34 | 1.0469 | 0.0979 | 1.0469 | 1.0232 |
69
+ | No log | 0.75 | 36 | 1.1295 | 0.1253 | 1.1295 | 1.0628 |
70
+ | No log | 0.7917 | 38 | 1.1027 | 0.1856 | 1.1027 | 1.0501 |
71
+ | No log | 0.8333 | 40 | 0.9585 | 0.0964 | 0.9585 | 0.9790 |
72
+ | No log | 0.875 | 42 | 0.8409 | 0.0898 | 0.8409 | 0.9170 |
73
+ | No log | 0.9167 | 44 | 0.8157 | 0.1232 | 0.8157 | 0.9032 |
74
+ | No log | 0.9583 | 46 | 0.8280 | 0.0327 | 0.8280 | 0.9100 |
75
+ | No log | 1.0 | 48 | 0.8619 | 0.0327 | 0.8619 | 0.9284 |
76
+ | No log | 1.0417 | 50 | 0.9155 | 0.0444 | 0.9155 | 0.9568 |
77
+ | No log | 1.0833 | 52 | 0.9331 | 0.0522 | 0.9331 | 0.9660 |
78
+ | No log | 1.125 | 54 | 0.9160 | 0.2156 | 0.9160 | 0.9571 |
79
+ | No log | 1.1667 | 56 | 0.8963 | 0.2494 | 0.8963 | 0.9467 |
80
+ | No log | 1.2083 | 58 | 0.8706 | 0.2132 | 0.8706 | 0.9331 |
81
+ | No log | 1.25 | 60 | 0.8157 | 0.1315 | 0.8157 | 0.9032 |
82
+ | No log | 1.2917 | 62 | 0.8237 | 0.1321 | 0.8237 | 0.9076 |
83
+ | No log | 1.3333 | 64 | 0.9318 | 0.2879 | 0.9318 | 0.9653 |
84
+ | No log | 1.375 | 66 | 1.2631 | -0.0551 | 1.2631 | 1.1239 |
85
+ | No log | 1.4167 | 68 | 1.4010 | -0.0844 | 1.4010 | 1.1836 |
86
+ | No log | 1.4583 | 70 | 1.2281 | -0.0677 | 1.2281 | 1.1082 |
87
+ | No log | 1.5 | 72 | 0.9360 | 0.0916 | 0.9360 | 0.9675 |
88
+ | No log | 1.5417 | 74 | 0.8453 | -0.0079 | 0.8453 | 0.9194 |
89
+ | No log | 1.5833 | 76 | 0.7691 | 0.0444 | 0.7691 | 0.8770 |
90
+ | No log | 1.625 | 78 | 0.7707 | 0.0481 | 0.7707 | 0.8779 |
91
+ | No log | 1.6667 | 80 | 0.7607 | 0.0444 | 0.7607 | 0.8722 |
92
+ | No log | 1.7083 | 82 | 0.7992 | 0.0757 | 0.7992 | 0.8940 |
93
+ | No log | 1.75 | 84 | 0.7909 | -0.0079 | 0.7909 | 0.8893 |
94
+ | No log | 1.7917 | 86 | 0.7896 | 0.0481 | 0.7896 | 0.8886 |
95
+ | No log | 1.8333 | 88 | 0.8718 | 0.1724 | 0.8718 | 0.9337 |
96
+ | No log | 1.875 | 90 | 0.9280 | 0.2046 | 0.9280 | 0.9634 |
97
+ | No log | 1.9167 | 92 | 0.9326 | 0.3090 | 0.9326 | 0.9657 |
98
+ | No log | 1.9583 | 94 | 0.9207 | 0.0947 | 0.9207 | 0.9596 |
99
+ | No log | 2.0 | 96 | 1.0349 | -0.1406 | 1.0349 | 1.0173 |
100
+ | No log | 2.0417 | 98 | 1.0727 | -0.2605 | 1.0727 | 1.0357 |
101
+ | No log | 2.0833 | 100 | 0.9397 | -0.0491 | 0.9397 | 0.9694 |
102
+ | No log | 2.125 | 102 | 0.8222 | -0.0549 | 0.8222 | 0.9067 |
103
+ | No log | 2.1667 | 104 | 0.7749 | 0.0816 | 0.7749 | 0.8803 |
104
+ | No log | 2.2083 | 106 | 0.8818 | 0.3509 | 0.8818 | 0.9390 |
105
+ | No log | 2.25 | 108 | 0.9943 | 0.2676 | 0.9943 | 0.9971 |
106
+ | No log | 2.2917 | 110 | 1.0141 | 0.2651 | 1.0141 | 1.0070 |
107
+ | No log | 2.3333 | 112 | 0.9367 | 0.2416 | 0.9367 | 0.9678 |
108
+ | No log | 2.375 | 114 | 0.8032 | 0.2268 | 0.8032 | 0.8962 |
109
+ | No log | 2.4167 | 116 | 0.7086 | 0.2270 | 0.7086 | 0.8418 |
110
+ | No log | 2.4583 | 118 | 0.7102 | 0.2206 | 0.7102 | 0.8427 |
111
+ | No log | 2.5 | 120 | 0.7438 | 0.1699 | 0.7438 | 0.8624 |
112
+ | No log | 2.5417 | 122 | 0.7676 | 0.1139 | 0.7676 | 0.8762 |
113
+ | No log | 2.5833 | 124 | 0.8356 | 0.1240 | 0.8356 | 0.9141 |
114
+ | No log | 2.625 | 126 | 0.8865 | 0.2203 | 0.8865 | 0.9415 |
115
+ | No log | 2.6667 | 128 | 0.8727 | 0.1581 | 0.8727 | 0.9342 |
116
+ | No log | 2.7083 | 130 | 0.8530 | 0.0838 | 0.8530 | 0.9236 |
117
+ | No log | 2.75 | 132 | 0.8560 | 0.1218 | 0.8560 | 0.9252 |
118
+ | No log | 2.7917 | 134 | 0.8744 | 0.0810 | 0.8744 | 0.9351 |
119
+ | No log | 2.8333 | 136 | 0.8853 | 0.1136 | 0.8853 | 0.9409 |
120
+ | No log | 2.875 | 138 | 0.9075 | 0.1051 | 0.9075 | 0.9526 |
121
+ | No log | 2.9167 | 140 | 0.9564 | 0.1009 | 0.9564 | 0.9779 |
122
+ | No log | 2.9583 | 142 | 0.9140 | 0.1213 | 0.9140 | 0.9560 |
123
+ | No log | 3.0 | 144 | 0.8424 | 0.1181 | 0.8424 | 0.9178 |
124
+ | No log | 3.0417 | 146 | 0.8672 | 0.2226 | 0.8672 | 0.9312 |
125
+ | No log | 3.0833 | 148 | 0.9007 | 0.2550 | 0.9007 | 0.9491 |
126
+ | No log | 3.125 | 150 | 0.8844 | 0.0347 | 0.8844 | 0.9404 |
127
+ | No log | 3.1667 | 152 | 0.8942 | 0.0688 | 0.8942 | 0.9456 |
128
+ | No log | 3.2083 | 154 | 0.8925 | 0.0688 | 0.8925 | 0.9447 |
129
+ | No log | 3.25 | 156 | 0.9181 | 0.0822 | 0.9181 | 0.9582 |
130
+ | No log | 3.2917 | 158 | 0.9259 | 0.1218 | 0.9259 | 0.9622 |
131
+ | No log | 3.3333 | 160 | 0.9788 | 0.1977 | 0.9788 | 0.9893 |
132
+ | No log | 3.375 | 162 | 1.1034 | 0.0945 | 1.1034 | 1.0504 |
133
+ | No log | 3.4167 | 164 | 1.1331 | 0.0356 | 1.1331 | 1.0645 |
134
+ | No log | 3.4583 | 166 | 1.0470 | 0.1581 | 1.0470 | 1.0232 |
135
+ | No log | 3.5 | 168 | 0.9117 | 0.0 | 0.9117 | 0.9548 |
136
+ | No log | 3.5417 | 170 | 0.8692 | 0.0971 | 0.8692 | 0.9323 |
137
+ | No log | 3.5833 | 172 | 0.8470 | 0.1260 | 0.8470 | 0.9203 |
138
+ | No log | 3.625 | 174 | 0.8457 | 0.0 | 0.8457 | 0.9196 |
139
+ | No log | 3.6667 | 176 | 0.8861 | 0.0833 | 0.8861 | 0.9413 |
140
+ | No log | 3.7083 | 178 | 0.9236 | 0.0879 | 0.9236 | 0.9611 |
141
+ | No log | 3.75 | 180 | 0.8897 | 0.1212 | 0.8897 | 0.9432 |
142
+ | No log | 3.7917 | 182 | 0.8403 | 0.0421 | 0.8403 | 0.9167 |
143
+ | No log | 3.8333 | 184 | 0.8300 | 0.0421 | 0.8300 | 0.9111 |
144
+ | No log | 3.875 | 186 | 0.8299 | 0.1255 | 0.8299 | 0.9110 |
145
+ | No log | 3.9167 | 188 | 0.7854 | 0.1011 | 0.7854 | 0.8862 |
146
+ | No log | 3.9583 | 190 | 0.7582 | 0.1699 | 0.7582 | 0.8708 |
147
+ | No log | 4.0 | 192 | 0.7890 | 0.1972 | 0.7890 | 0.8883 |
148
+ | No log | 4.0417 | 194 | 0.7794 | 0.1648 | 0.7794 | 0.8828 |
149
+ | No log | 4.0833 | 196 | 0.7825 | 0.1424 | 0.7825 | 0.8846 |
150
+ | No log | 4.125 | 198 | 0.8408 | 0.0459 | 0.8408 | 0.9170 |
151
+ | No log | 4.1667 | 200 | 0.8979 | 0.1814 | 0.8979 | 0.9476 |
152
+ | No log | 4.2083 | 202 | 0.8799 | 0.2768 | 0.8799 | 0.9380 |
153
+ | No log | 4.25 | 204 | 0.8328 | 0.1803 | 0.8328 | 0.9126 |
154
+ | No log | 4.2917 | 206 | 0.8437 | 0.1463 | 0.8437 | 0.9186 |
155
+ | No log | 4.3333 | 208 | 0.9192 | 0.2439 | 0.9192 | 0.9588 |
156
+ | No log | 4.375 | 210 | 1.0679 | 0.2070 | 1.0679 | 1.0334 |
157
+ | No log | 4.4167 | 212 | 1.1090 | 0.0736 | 1.1090 | 1.0531 |
158
+ | No log | 4.4583 | 214 | 1.1026 | 0.1224 | 1.1026 | 1.0500 |
159
+ | No log | 4.5 | 216 | 0.9694 | 0.1770 | 0.9694 | 0.9846 |
160
+ | No log | 4.5417 | 218 | 0.7846 | 0.1432 | 0.7846 | 0.8858 |
161
+ | No log | 4.5833 | 220 | 0.7453 | 0.2063 | 0.7453 | 0.8633 |
162
+ | No log | 4.625 | 222 | 0.7309 | 0.2471 | 0.7309 | 0.8549 |
163
+ | No log | 4.6667 | 224 | 0.7211 | 0.1407 | 0.7211 | 0.8492 |
164
+ | No log | 4.7083 | 226 | 0.7441 | -0.0495 | 0.7441 | 0.8626 |
165
+ | No log | 4.75 | 228 | 0.8434 | 0.2583 | 0.8434 | 0.9183 |
166
+ | No log | 4.7917 | 230 | 0.8873 | 0.2920 | 0.8873 | 0.9420 |
167
+ | No log | 4.8333 | 232 | 0.8688 | 0.2642 | 0.8688 | 0.9321 |
168
+ | No log | 4.875 | 234 | 0.7921 | 0.1218 | 0.7921 | 0.8900 |
169
+ | No log | 4.9167 | 236 | 0.7292 | 0.1829 | 0.7292 | 0.8539 |
170
+ | No log | 4.9583 | 238 | 0.7458 | 0.2950 | 0.7458 | 0.8636 |
171
+ | No log | 5.0 | 240 | 0.8044 | 0.3261 | 0.8044 | 0.8969 |
172
+ | No log | 5.0417 | 242 | 0.7935 | 0.3127 | 0.7935 | 0.8908 |
173
+ | No log | 5.0833 | 244 | 0.7581 | 0.1935 | 0.7581 | 0.8707 |
174
+ | No log | 5.125 | 246 | 0.8196 | 0.2048 | 0.8196 | 0.9053 |
175
+ | No log | 5.1667 | 248 | 1.0120 | 0.1679 | 1.0120 | 1.0060 |
176
+ | No log | 5.2083 | 250 | 1.0838 | 0.2239 | 1.0838 | 1.0410 |
177
+ | No log | 5.25 | 252 | 1.0051 | 0.2533 | 1.0051 | 1.0026 |
178
+ | No log | 5.2917 | 254 | 0.8693 | 0.1857 | 0.8693 | 0.9323 |
179
+ | No log | 5.3333 | 256 | 0.7616 | 0.1011 | 0.7616 | 0.8727 |
180
+ | No log | 5.375 | 258 | 0.7466 | 0.3155 | 0.7466 | 0.8641 |
181
+ | No log | 5.4167 | 260 | 0.7648 | 0.3127 | 0.7648 | 0.8745 |
182
+ | No log | 5.4583 | 262 | 0.7631 | 0.3127 | 0.7631 | 0.8735 |
183
+ | No log | 5.5 | 264 | 0.7560 | 0.2345 | 0.7560 | 0.8695 |
184
+ | No log | 5.5417 | 266 | 0.7481 | 0.1752 | 0.7481 | 0.8649 |
185
+ | No log | 5.5833 | 268 | 0.7725 | 0.1746 | 0.7725 | 0.8789 |
186
+ | No log | 5.625 | 270 | 0.8053 | 0.1789 | 0.8053 | 0.8974 |
187
+ | No log | 5.6667 | 272 | 0.7919 | 0.0734 | 0.7919 | 0.8899 |
188
+ | No log | 5.7083 | 274 | 0.7755 | 0.0713 | 0.7755 | 0.8806 |
189
+ | No log | 5.75 | 276 | 0.7743 | 0.0713 | 0.7743 | 0.8799 |
190
+ | No log | 5.7917 | 278 | 0.8140 | 0.2249 | 0.8140 | 0.9022 |
191
+ | No log | 5.8333 | 280 | 0.8270 | 0.2249 | 0.8270 | 0.9094 |
192
+ | No log | 5.875 | 282 | 0.7846 | 0.1174 | 0.7846 | 0.8858 |
193
+ | No log | 5.9167 | 284 | 0.7668 | 0.0362 | 0.7668 | 0.8757 |
194
+ | No log | 5.9583 | 286 | 0.7503 | 0.2158 | 0.7503 | 0.8662 |
195
+ | No log | 6.0 | 288 | 0.7770 | 0.0362 | 0.7770 | 0.8815 |
196
+ | No log | 6.0417 | 290 | 0.7911 | 0.0362 | 0.7911 | 0.8894 |
197
+ | No log | 6.0833 | 292 | 0.7992 | 0.0362 | 0.7992 | 0.8940 |
198
+ | No log | 6.125 | 294 | 0.7853 | 0.0377 | 0.7853 | 0.8862 |
199
+ | No log | 6.1667 | 296 | 0.7780 | 0.0361 | 0.7780 | 0.8820 |
200
+ | No log | 6.2083 | 298 | 0.7693 | -0.0076 | 0.7693 | 0.8771 |
201
+ | No log | 6.25 | 300 | 0.7925 | 0.0392 | 0.7925 | 0.8902 |
202
+ | No log | 6.2917 | 302 | 0.8253 | 0.0842 | 0.8253 | 0.9084 |
203
+ | No log | 6.3333 | 304 | 0.7972 | 0.0421 | 0.7972 | 0.8929 |
204
+ | No log | 6.375 | 306 | 0.7678 | 0.1313 | 0.7678 | 0.8762 |
205
+ | No log | 6.4167 | 308 | 0.7985 | 0.2558 | 0.7985 | 0.8936 |
206
+ | No log | 6.4583 | 310 | 0.7953 | 0.2530 | 0.7953 | 0.8918 |
207
+ | No log | 6.5 | 312 | 0.8196 | 0.2742 | 0.8196 | 0.9053 |
208
+ | No log | 6.5417 | 314 | 0.8442 | 0.1966 | 0.8442 | 0.9188 |
209
+ | No log | 6.5833 | 316 | 0.8349 | 0.2652 | 0.8349 | 0.9138 |
210
+ | No log | 6.625 | 318 | 0.7792 | 0.2058 | 0.7792 | 0.8828 |
211
+ | No log | 6.6667 | 320 | 0.7571 | 0.1988 | 0.7571 | 0.8701 |
212
+ | No log | 6.7083 | 322 | 0.7738 | 0.2345 | 0.7738 | 0.8796 |
213
+ | No log | 6.75 | 324 | 0.7772 | 0.2652 | 0.7772 | 0.8816 |
214
+ | No log | 6.7917 | 326 | 0.7654 | 0.2345 | 0.7654 | 0.8749 |
215
+ | No log | 6.8333 | 328 | 0.7514 | 0.1347 | 0.7514 | 0.8668 |
216
+ | No log | 6.875 | 330 | 0.8052 | 0.1091 | 0.8052 | 0.8973 |
217
+ | No log | 6.9167 | 332 | 0.8640 | 0.1788 | 0.8640 | 0.9295 |
218
+ | No log | 6.9583 | 334 | 0.8686 | 0.1479 | 0.8686 | 0.9320 |
219
+ | No log | 7.0 | 336 | 0.8172 | 0.2491 | 0.8172 | 0.9040 |
220
+ | No log | 7.0417 | 338 | 0.7735 | 0.1010 | 0.7735 | 0.8795 |
221
+ | No log | 7.0833 | 340 | 0.7679 | 0.1010 | 0.7679 | 0.8763 |
222
+ | No log | 7.125 | 342 | 0.7675 | 0.1386 | 0.7675 | 0.8761 |
223
+ | No log | 7.1667 | 344 | 0.7644 | 0.1424 | 0.7644 | 0.8743 |
224
+ | No log | 7.2083 | 346 | 0.7542 | 0.1710 | 0.7542 | 0.8684 |
225
+ | No log | 7.25 | 348 | 0.7746 | 0.2877 | 0.7746 | 0.8801 |
226
+ | No log | 7.2917 | 350 | 0.7661 | 0.2813 | 0.7661 | 0.8753 |
227
+ | No log | 7.3333 | 352 | 0.7365 | 0.1737 | 0.7365 | 0.8582 |
228
+ | No log | 7.375 | 354 | 0.7367 | 0.0670 | 0.7367 | 0.8583 |
229
+ | No log | 7.4167 | 356 | 0.7553 | 0.1091 | 0.7553 | 0.8691 |
230
+ | No log | 7.4583 | 358 | 0.7892 | 0.1131 | 0.7892 | 0.8884 |
231
+ | No log | 7.5 | 360 | 0.7784 | 0.0755 | 0.7784 | 0.8822 |
232
+ | No log | 7.5417 | 362 | 0.7590 | 0.0289 | 0.7590 | 0.8712 |
233
+ | No log | 7.5833 | 364 | 0.7857 | 0.2285 | 0.7857 | 0.8864 |
234
+ | No log | 7.625 | 366 | 0.8153 | 0.2285 | 0.8153 | 0.9030 |
235
+ | No log | 7.6667 | 368 | 0.8083 | 0.1268 | 0.8083 | 0.8990 |
236
+ | No log | 7.7083 | 370 | 0.7963 | 0.1661 | 0.7963 | 0.8924 |
237
+ | No log | 7.75 | 372 | 0.8008 | 0.1733 | 0.8008 | 0.8949 |
238
+ | No log | 7.7917 | 374 | 0.7766 | 0.1341 | 0.7766 | 0.8812 |
239
+ | No log | 7.8333 | 376 | 0.7800 | 0.1972 | 0.7800 | 0.8832 |
240
+ | No log | 7.875 | 378 | 0.7850 | 0.1972 | 0.7850 | 0.8860 |
241
+ | No log | 7.9167 | 380 | 0.7619 | 0.1972 | 0.7619 | 0.8729 |
242
+ | No log | 7.9583 | 382 | 0.7416 | 0.0200 | 0.7416 | 0.8612 |
243
+ | No log | 8.0 | 384 | 0.7406 | 0.0227 | 0.7406 | 0.8606 |
244
+ | No log | 8.0417 | 386 | 0.7341 | 0.0255 | 0.7341 | 0.8568 |
245
+ | No log | 8.0833 | 388 | 0.7275 | 0.1407 | 0.7275 | 0.8529 |
246
+ | No log | 8.125 | 390 | 0.7344 | 0.1648 | 0.7344 | 0.8570 |
247
+ | No log | 8.1667 | 392 | 0.7429 | 0.1648 | 0.7429 | 0.8619 |
248
+ | No log | 8.2083 | 394 | 0.7382 | 0.1699 | 0.7382 | 0.8592 |
249
+ | No log | 8.25 | 396 | 0.7343 | 0.2145 | 0.7343 | 0.8569 |
250
+ | No log | 8.2917 | 398 | 0.7375 | 0.1699 | 0.7375 | 0.8588 |
251
+ | No log | 8.3333 | 400 | 0.7403 | 0.1752 | 0.7403 | 0.8604 |
252
+ | No log | 8.375 | 402 | 0.7483 | 0.1752 | 0.7483 | 0.8650 |
253
+ | No log | 8.4167 | 404 | 0.7550 | 0.1400 | 0.7550 | 0.8689 |
254
+ | No log | 8.4583 | 406 | 0.7702 | 0.1353 | 0.7702 | 0.8776 |
255
+ | No log | 8.5 | 408 | 0.7848 | 0.2294 | 0.7848 | 0.8859 |
256
+ | No log | 8.5417 | 410 | 0.7747 | 0.1353 | 0.7747 | 0.8802 |
257
+ | No log | 8.5833 | 412 | 0.7691 | 0.1440 | 0.7691 | 0.8770 |
258
+ | No log | 8.625 | 414 | 0.8294 | 0.1127 | 0.8294 | 0.9107 |
259
+ | No log | 8.6667 | 416 | 0.8467 | 0.1762 | 0.8467 | 0.9202 |
260
+ | No log | 8.7083 | 418 | 0.7959 | 0.3200 | 0.7959 | 0.8921 |
261
+ | No log | 8.75 | 420 | 0.7598 | 0.2085 | 0.7598 | 0.8717 |
262
+ | No log | 8.7917 | 422 | 0.7809 | 0.2319 | 0.7809 | 0.8837 |
263
+ | No log | 8.8333 | 424 | 0.7984 | 0.2204 | 0.7984 | 0.8935 |
264
+ | No log | 8.875 | 426 | 0.8092 | 0.2204 | 0.8092 | 0.8995 |
265
+ | No log | 8.9167 | 428 | 0.7941 | 0.2261 | 0.7941 | 0.8911 |
266
+ | No log | 8.9583 | 430 | 0.7879 | 0.1400 | 0.7879 | 0.8877 |
267
+ | No log | 9.0 | 432 | 0.7952 | 0.1050 | 0.7952 | 0.8918 |
268
+ | No log | 9.0417 | 434 | 0.8055 | 0.0670 | 0.8055 | 0.8975 |
269
+ | No log | 9.0833 | 436 | 0.8105 | 0.0637 | 0.8105 | 0.9003 |
270
+ | No log | 9.125 | 438 | 0.8300 | 0.0741 | 0.8300 | 0.9110 |
271
+ | No log | 9.1667 | 440 | 0.8475 | 0.0748 | 0.8475 | 0.9206 |
272
+ | No log | 9.2083 | 442 | 0.8283 | 0.0318 | 0.8283 | 0.9101 |
273
+ | No log | 9.25 | 444 | 0.8123 | 0.1347 | 0.8123 | 0.9013 |
274
+ | No log | 9.2917 | 446 | 0.8113 | 0.0966 | 0.8113 | 0.9007 |
275
+ | No log | 9.3333 | 448 | 0.8177 | 0.0966 | 0.8177 | 0.9043 |
276
+ | No log | 9.375 | 450 | 0.8294 | -0.0095 | 0.8294 | 0.9107 |
277
+ | No log | 9.4167 | 452 | 0.8669 | 0.0423 | 0.8669 | 0.9311 |
278
+ | No log | 9.4583 | 454 | 0.8970 | 0.0476 | 0.8970 | 0.9471 |
279
+ | No log | 9.5 | 456 | 0.9045 | 0.0476 | 0.9045 | 0.9510 |
280
+ | No log | 9.5417 | 458 | 0.9347 | 0.1875 | 0.9347 | 0.9668 |
281
+ | No log | 9.5833 | 460 | 0.9256 | -0.0284 | 0.9256 | 0.9621 |
282
+ | No log | 9.625 | 462 | 0.8621 | -0.0533 | 0.8621 | 0.9285 |
283
+ | No log | 9.6667 | 464 | 0.8554 | -0.0149 | 0.8554 | 0.9249 |
284
+ | No log | 9.7083 | 466 | 0.8802 | -0.0149 | 0.8802 | 0.9382 |
285
+ | No log | 9.75 | 468 | 0.9363 | 0.1308 | 0.9363 | 0.9676 |
286
+ | No log | 9.7917 | 470 | 0.9369 | 0.0643 | 0.9369 | 0.9679 |
287
+ | No log | 9.8333 | 472 | 0.9107 | -0.0526 | 0.9107 | 0.9543 |
288
+ | No log | 9.875 | 474 | 0.9277 | -0.0511 | 0.9277 | 0.9632 |
289
+ | No log | 9.9167 | 476 | 1.0000 | 0.0852 | 1.0000 | 1.0000 |
290
+ | No log | 9.9583 | 478 | 1.0007 | 0.1206 | 1.0007 | 1.0003 |
291
+ | No log | 10.0 | 480 | 0.9314 | -0.0634 | 0.9314 | 0.9651 |
292
+ | No log | 10.0417 | 482 | 0.8585 | -0.0491 | 0.8585 | 0.9265 |
293
+ | No log | 10.0833 | 484 | 0.8129 | 0.0283 | 0.8129 | 0.9016 |
294
+ | No log | 10.125 | 486 | 0.7797 | 0.0283 | 0.7797 | 0.8830 |
295
+ | No log | 10.1667 | 488 | 0.7644 | 0.0283 | 0.7644 | 0.8743 |
296
+ | No log | 10.2083 | 490 | 0.7609 | 0.0265 | 0.7609 | 0.8723 |
297
+ | No log | 10.25 | 492 | 0.7578 | 0.0265 | 0.7578 | 0.8705 |
298
+ | No log | 10.2917 | 494 | 0.7627 | 0.0265 | 0.7627 | 0.8733 |
299
+ | No log | 10.3333 | 496 | 0.7762 | 0.0265 | 0.7762 | 0.8810 |
300
+ | No log | 10.375 | 498 | 0.7962 | 0.0966 | 0.7962 | 0.8923 |
301
+ | 0.3055 | 10.4167 | 500 | 0.8083 | 0.1699 | 0.8083 | 0.8991 |
302
+ | 0.3055 | 10.4583 | 502 | 0.8028 | 0.0608 | 0.8028 | 0.8960 |
303
+ | 0.3055 | 10.5 | 504 | 0.8080 | -0.0127 | 0.8080 | 0.8989 |
304
+ | 0.3055 | 10.5417 | 506 | 0.8424 | 0.0393 | 0.8424 | 0.9178 |
305
+ | 0.3055 | 10.5833 | 508 | 0.8960 | 0.0494 | 0.8960 | 0.9466 |
306
+ | 0.3055 | 10.625 | 510 | 0.9105 | 0.0494 | 0.9105 | 0.9542 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions