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ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k19_task2_organization

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bert
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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: ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.6260
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- - Qwk: 0.4721
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- - Mse: 0.6260
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- - Rmse: 0.7912
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  ## Model description
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@@ -49,261 +49,306 @@ 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 | 0.0211 | 2 | 4.2097 | -0.0149 | 4.2097 | 2.0517 |
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- | No log | 0.0421 | 4 | 2.5782 | 0.0587 | 2.5782 | 1.6057 |
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- | No log | 0.0632 | 6 | 1.3197 | 0.0773 | 1.3197 | 1.1488 |
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- | No log | 0.0842 | 8 | 1.0302 | -0.0011 | 1.0302 | 1.0150 |
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- | No log | 0.1053 | 10 | 1.0478 | -0.0444 | 1.0478 | 1.0236 |
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- | No log | 0.1263 | 12 | 0.8546 | 0.1340 | 0.8546 | 0.9244 |
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- | No log | 0.1474 | 14 | 0.8383 | 0.1842 | 0.8383 | 0.9156 |
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- | No log | 0.1684 | 16 | 0.9568 | 0.0212 | 0.9568 | 0.9782 |
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- | No log | 0.1895 | 18 | 1.0898 | -0.0175 | 1.0898 | 1.0439 |
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- | No log | 0.2105 | 20 | 1.4527 | 0.0210 | 1.4527 | 1.2053 |
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- | No log | 0.2316 | 22 | 1.4635 | 0.0 | 1.4635 | 1.2098 |
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- | No log | 0.2526 | 24 | 1.1380 | -0.0548 | 1.1380 | 1.0668 |
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- | No log | 0.2737 | 26 | 0.9040 | 0.0616 | 0.9040 | 0.9508 |
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- | No log | 0.2947 | 28 | 0.8778 | 0.0795 | 0.8778 | 0.9369 |
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- | No log | 0.3158 | 30 | 0.8393 | 0.1340 | 0.8393 | 0.9161 |
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- | No log | 0.3368 | 32 | 0.8704 | 0.0573 | 0.8704 | 0.9330 |
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- | No log | 0.3579 | 34 | 0.8873 | 0.0642 | 0.8873 | 0.9420 |
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- | No log | 0.3789 | 36 | 0.9541 | 0.1455 | 0.9541 | 0.9768 |
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- | No log | 0.4 | 38 | 1.0408 | 0.0283 | 1.0408 | 1.0202 |
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- | No log | 0.4211 | 40 | 1.0647 | 0.0058 | 1.0647 | 1.0318 |
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- | No log | 0.4421 | 42 | 1.0126 | 0.0737 | 1.0126 | 1.0063 |
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- | No log | 0.4632 | 44 | 1.1037 | 0.0071 | 1.1037 | 1.0505 |
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- | No log | 0.4842 | 46 | 1.1039 | 0.0893 | 1.1039 | 1.0507 |
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- | No log | 0.5053 | 48 | 0.9551 | 0.2100 | 0.9551 | 0.9773 |
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- | No log | 0.5263 | 50 | 0.9332 | 0.1881 | 0.9332 | 0.9660 |
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- | No log | 0.5474 | 52 | 0.9323 | 0.2176 | 0.9323 | 0.9655 |
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- | No log | 0.5684 | 54 | 0.9447 | 0.2197 | 0.9447 | 0.9720 |
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- | No log | 0.5895 | 56 | 0.9117 | 0.1971 | 0.9117 | 0.9548 |
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- | No log | 0.6105 | 58 | 0.8912 | 0.1461 | 0.8912 | 0.9440 |
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- | No log | 0.6316 | 60 | 0.8505 | 0.1416 | 0.8505 | 0.9222 |
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- | No log | 0.6526 | 62 | 0.8079 | 0.2140 | 0.8079 | 0.8988 |
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- | No log | 0.6737 | 64 | 0.8848 | 0.1982 | 0.8848 | 0.9406 |
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- | No log | 0.6947 | 66 | 0.9672 | 0.1261 | 0.9672 | 0.9834 |
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- | No log | 0.7158 | 68 | 1.1036 | -0.0481 | 1.1036 | 1.0505 |
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- | No log | 0.7368 | 70 | 1.2673 | -0.0635 | 1.2673 | 1.1257 |
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- | No log | 0.7579 | 72 | 1.1015 | 0.1101 | 1.1015 | 1.0495 |
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- | No log | 0.7789 | 74 | 0.8036 | 0.2688 | 0.8036 | 0.8965 |
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- | No log | 0.8 | 76 | 0.8736 | 0.2730 | 0.8736 | 0.9347 |
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- | No log | 0.8211 | 78 | 0.8582 | 0.2843 | 0.8582 | 0.9264 |
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- | No log | 0.8421 | 80 | 0.8516 | 0.2412 | 0.8516 | 0.9228 |
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- | No log | 0.8632 | 82 | 0.9163 | 0.2853 | 0.9163 | 0.9572 |
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- | No log | 0.8842 | 84 | 0.8865 | 0.2421 | 0.8865 | 0.9415 |
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- | No log | 0.9053 | 86 | 0.7909 | 0.3096 | 0.7909 | 0.8893 |
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- | No log | 0.9263 | 88 | 0.7728 | 0.2646 | 0.7728 | 0.8791 |
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- | No log | 0.9474 | 90 | 0.8157 | 0.2540 | 0.8157 | 0.9032 |
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- | No log | 0.9684 | 92 | 0.7664 | 0.2916 | 0.7664 | 0.8754 |
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- | No log | 0.9895 | 94 | 0.7379 | 0.3307 | 0.7379 | 0.8590 |
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- | No log | 1.0105 | 96 | 0.7555 | 0.3486 | 0.7555 | 0.8692 |
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- | No log | 1.0316 | 98 | 0.7372 | 0.3729 | 0.7372 | 0.8586 |
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- | No log | 1.0526 | 100 | 1.0513 | 0.2452 | 1.0513 | 1.0253 |
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- | No log | 1.0737 | 102 | 1.2066 | 0.2635 | 1.2066 | 1.0984 |
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- | No log | 1.0947 | 104 | 0.9465 | 0.3190 | 0.9465 | 0.9729 |
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- | No log | 1.1158 | 106 | 0.7233 | 0.5012 | 0.7233 | 0.8505 |
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- | No log | 1.1368 | 108 | 0.7298 | 0.4387 | 0.7298 | 0.8543 |
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- | No log | 1.1579 | 110 | 0.7545 | 0.4543 | 0.7545 | 0.8686 |
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- | No log | 1.1789 | 112 | 1.0095 | 0.3183 | 1.0095 | 1.0048 |
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- | No log | 1.2 | 114 | 1.0038 | 0.3231 | 1.0038 | 1.0019 |
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- | No log | 1.2211 | 116 | 0.7347 | 0.4328 | 0.7347 | 0.8571 |
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- | No log | 1.2421 | 118 | 0.7638 | 0.2997 | 0.7638 | 0.8739 |
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- | No log | 1.2632 | 120 | 0.9173 | 0.2788 | 0.9173 | 0.9578 |
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- | No log | 1.2842 | 122 | 0.9928 | 0.2731 | 0.9928 | 0.9964 |
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- | No log | 1.3053 | 124 | 0.8292 | 0.3495 | 0.8292 | 0.9106 |
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- | No log | 1.3263 | 126 | 0.6645 | 0.3885 | 0.6645 | 0.8152 |
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- | No log | 1.3474 | 128 | 0.7403 | 0.4690 | 0.7403 | 0.8604 |
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- | No log | 1.3684 | 130 | 0.7894 | 0.4238 | 0.7894 | 0.8885 |
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- | No log | 1.3895 | 132 | 0.6733 | 0.3970 | 0.6733 | 0.8206 |
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- | No log | 1.4105 | 134 | 0.6410 | 0.4080 | 0.6410 | 0.8006 |
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- | No log | 1.4316 | 136 | 0.8066 | 0.3832 | 0.8066 | 0.8981 |
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- | No log | 1.4526 | 138 | 0.8016 | 0.3678 | 0.8016 | 0.8953 |
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- | No log | 1.4737 | 140 | 0.6775 | 0.4304 | 0.6775 | 0.8231 |
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- | No log | 1.4947 | 142 | 0.6536 | 0.5012 | 0.6536 | 0.8085 |
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- | No log | 1.5158 | 144 | 0.6903 | 0.4669 | 0.6903 | 0.8309 |
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- | No log | 1.5368 | 146 | 0.7039 | 0.4357 | 0.7039 | 0.8390 |
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- | No log | 1.5579 | 148 | 0.7402 | 0.3687 | 0.7403 | 0.8604 |
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- | No log | 1.5789 | 150 | 0.8454 | 0.3297 | 0.8454 | 0.9194 |
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- | No log | 1.6 | 152 | 0.8778 | 0.3284 | 0.8778 | 0.9369 |
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- | No log | 1.6211 | 154 | 0.9024 | 0.3144 | 0.9024 | 0.9500 |
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- | No log | 1.6421 | 156 | 0.7700 | 0.3676 | 0.7700 | 0.8775 |
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- | No log | 1.6632 | 158 | 0.7262 | 0.3446 | 0.7262 | 0.8522 |
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- | No log | 1.6842 | 160 | 0.7249 | 0.2797 | 0.7249 | 0.8514 |
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- | No log | 1.7053 | 162 | 0.7517 | 0.2716 | 0.7517 | 0.8670 |
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- | No log | 1.7263 | 164 | 0.7267 | 0.3062 | 0.7267 | 0.8525 |
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- | No log | 1.7474 | 166 | 0.6821 | 0.3244 | 0.6821 | 0.8259 |
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- | No log | 1.7684 | 168 | 0.6691 | 0.4585 | 0.6691 | 0.8180 |
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- | No log | 1.7895 | 170 | 0.6660 | 0.4781 | 0.6660 | 0.8161 |
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- | No log | 1.8105 | 172 | 0.6748 | 0.5159 | 0.6748 | 0.8215 |
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- | No log | 1.8316 | 174 | 0.6465 | 0.4474 | 0.6465 | 0.8041 |
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- | No log | 1.8526 | 176 | 0.6373 | 0.4537 | 0.6373 | 0.7983 |
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- | No log | 1.8737 | 178 | 0.6940 | 0.4529 | 0.6940 | 0.8330 |
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- | No log | 1.8947 | 180 | 0.6828 | 0.4578 | 0.6828 | 0.8263 |
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- | No log | 1.9158 | 182 | 0.6647 | 0.5162 | 0.6647 | 0.8153 |
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- | No log | 1.9368 | 184 | 0.6667 | 0.5309 | 0.6667 | 0.8165 |
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- | No log | 1.9579 | 186 | 0.7051 | 0.4672 | 0.7051 | 0.8397 |
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- | No log | 1.9789 | 188 | 0.8478 | 0.3844 | 0.8478 | 0.9208 |
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- | No log | 2.0 | 190 | 0.8585 | 0.3759 | 0.8585 | 0.9266 |
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- | No log | 2.0211 | 192 | 0.7694 | 0.3995 | 0.7694 | 0.8771 |
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- | No log | 2.0421 | 194 | 0.7231 | 0.4761 | 0.7231 | 0.8504 |
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- | No log | 2.0632 | 196 | 0.7431 | 0.4644 | 0.7431 | 0.8620 |
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- | No log | 2.0842 | 198 | 0.7901 | 0.4451 | 0.7901 | 0.8889 |
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- | No log | 2.1053 | 200 | 0.7577 | 0.4987 | 0.7577 | 0.8705 |
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- | No log | 2.1263 | 202 | 0.7762 | 0.4852 | 0.7762 | 0.8810 |
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- | No log | 2.1474 | 204 | 0.7244 | 0.4557 | 0.7244 | 0.8511 |
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- | No log | 2.1684 | 206 | 0.6841 | 0.4130 | 0.6841 | 0.8271 |
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- | No log | 2.1895 | 208 | 0.6894 | 0.3373 | 0.6894 | 0.8303 |
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- | No log | 2.2105 | 210 | 0.6650 | 0.3532 | 0.6650 | 0.8155 |
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- | No log | 2.2316 | 212 | 0.7266 | 0.3969 | 0.7266 | 0.8524 |
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- | No log | 2.2526 | 214 | 0.8106 | 0.3769 | 0.8106 | 0.9003 |
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- | No log | 2.2737 | 216 | 0.8297 | 0.3616 | 0.8297 | 0.9109 |
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- | No log | 2.2947 | 218 | 0.7389 | 0.4336 | 0.7389 | 0.8596 |
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- | No log | 2.3158 | 220 | 0.7121 | 0.4198 | 0.7121 | 0.8439 |
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- | No log | 2.3368 | 222 | 0.7115 | 0.3672 | 0.7115 | 0.8435 |
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- | No log | 2.3579 | 224 | 0.7399 | 0.4270 | 0.7399 | 0.8602 |
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- | No log | 2.3789 | 226 | 0.9752 | 0.3976 | 0.9752 | 0.9875 |
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- | No log | 2.4 | 228 | 1.0765 | 0.3517 | 1.0765 | 1.0375 |
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- | No log | 2.4211 | 230 | 0.8772 | 0.3867 | 0.8772 | 0.9366 |
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- | No log | 2.4421 | 232 | 0.7032 | 0.4354 | 0.7032 | 0.8386 |
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- | No log | 2.4632 | 234 | 0.6810 | 0.3499 | 0.6810 | 0.8252 |
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- | No log | 2.4842 | 236 | 0.6927 | 0.4546 | 0.6927 | 0.8323 |
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- | No log | 2.5053 | 238 | 0.8415 | 0.3630 | 0.8415 | 0.9173 |
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- | No log | 2.5263 | 240 | 0.9222 | 0.3556 | 0.9222 | 0.9603 |
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- | No log | 2.5474 | 242 | 0.8166 | 0.3611 | 0.8166 | 0.9037 |
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- | No log | 2.5684 | 244 | 0.6657 | 0.4196 | 0.6657 | 0.8159 |
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- | No log | 2.5895 | 246 | 0.7061 | 0.4036 | 0.7061 | 0.8403 |
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- | No log | 2.6105 | 248 | 0.6788 | 0.4402 | 0.6788 | 0.8239 |
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- | No log | 2.6316 | 250 | 0.6703 | 0.4544 | 0.6703 | 0.8187 |
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- | No log | 2.6526 | 252 | 0.7386 | 0.3755 | 0.7386 | 0.8594 |
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- | No log | 2.6737 | 254 | 0.7893 | 0.3961 | 0.7893 | 0.8884 |
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- | No log | 2.6947 | 256 | 0.7305 | 0.4484 | 0.7305 | 0.8547 |
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- | No log | 2.7158 | 258 | 0.7320 | 0.3830 | 0.7320 | 0.8556 |
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- | No log | 2.7368 | 260 | 0.7651 | 0.4174 | 0.7651 | 0.8747 |
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- | No log | 2.7579 | 262 | 0.8126 | 0.3950 | 0.8126 | 0.9014 |
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- | No log | 2.7789 | 264 | 0.8648 | 0.4179 | 0.8648 | 0.9299 |
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- | No log | 2.8 | 266 | 0.7705 | 0.3847 | 0.7705 | 0.8778 |
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- | No log | 2.8211 | 268 | 0.7795 | 0.3750 | 0.7795 | 0.8829 |
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- | No log | 2.8421 | 270 | 0.7877 | 0.4347 | 0.7877 | 0.8875 |
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- | No log | 2.8632 | 272 | 0.7041 | 0.4229 | 0.7041 | 0.8391 |
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- | No log | 2.8842 | 274 | 0.8339 | 0.3898 | 0.8339 | 0.9132 |
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- | No log | 2.9053 | 276 | 0.9421 | 0.3376 | 0.9421 | 0.9706 |
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- | No log | 2.9263 | 278 | 0.8269 | 0.3658 | 0.8269 | 0.9094 |
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- | No log | 2.9474 | 280 | 0.6673 | 0.4418 | 0.6673 | 0.8169 |
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- | No log | 2.9684 | 282 | 0.7931 | 0.3983 | 0.7931 | 0.8906 |
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- | No log | 2.9895 | 284 | 1.0238 | 0.2709 | 1.0238 | 1.0118 |
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- | No log | 3.0105 | 286 | 0.9739 | 0.2852 | 0.9739 | 0.9868 |
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- | No log | 3.0316 | 288 | 0.7576 | 0.4356 | 0.7576 | 0.8704 |
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- | No log | 3.0526 | 290 | 0.6353 | 0.3241 | 0.6353 | 0.7971 |
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- | No log | 3.0737 | 292 | 0.7411 | 0.4093 | 0.7411 | 0.8609 |
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- | No log | 3.0947 | 294 | 0.8188 | 0.3670 | 0.8188 | 0.9049 |
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- | No log | 3.1158 | 296 | 0.7640 | 0.3758 | 0.7640 | 0.8741 |
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- | No log | 3.1368 | 298 | 0.6978 | 0.3798 | 0.6978 | 0.8353 |
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- | No log | 3.1579 | 300 | 0.6587 | 0.3644 | 0.6587 | 0.8116 |
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- | No log | 3.1789 | 302 | 0.6724 | 0.3188 | 0.6724 | 0.8200 |
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- | No log | 3.2 | 304 | 0.6651 | 0.3199 | 0.6651 | 0.8155 |
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- | No log | 3.2211 | 306 | 0.6479 | 0.3360 | 0.6479 | 0.8049 |
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- | No log | 3.2421 | 308 | 0.6698 | 0.3703 | 0.6698 | 0.8184 |
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- | No log | 3.2632 | 310 | 0.7515 | 0.3932 | 0.7515 | 0.8669 |
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- | No log | 3.2842 | 312 | 0.8026 | 0.3988 | 0.8026 | 0.8959 |
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- | No log | 3.3053 | 314 | 0.7554 | 0.3873 | 0.7554 | 0.8691 |
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- | No log | 3.3263 | 316 | 0.7466 | 0.3813 | 0.7466 | 0.8641 |
210
- | No log | 3.3474 | 318 | 0.6728 | 0.4561 | 0.6728 | 0.8202 |
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- | No log | 3.3684 | 320 | 0.7147 | 0.4179 | 0.7147 | 0.8454 |
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- | No log | 3.3895 | 322 | 0.6946 | 0.4211 | 0.6946 | 0.8334 |
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- | No log | 3.4105 | 324 | 0.6398 | 0.4372 | 0.6398 | 0.7999 |
214
- | No log | 3.4316 | 326 | 0.7547 | 0.3873 | 0.7547 | 0.8688 |
215
- | No log | 3.4526 | 328 | 0.8605 | 0.4005 | 0.8605 | 0.9276 |
216
- | No log | 3.4737 | 330 | 0.7764 | 0.3781 | 0.7764 | 0.8811 |
217
- | No log | 3.4947 | 332 | 0.6440 | 0.4467 | 0.6440 | 0.8025 |
218
- | No log | 3.5158 | 334 | 0.6857 | 0.3943 | 0.6857 | 0.8281 |
219
- | No log | 3.5368 | 336 | 0.7939 | 0.3472 | 0.7939 | 0.8910 |
220
- | No log | 3.5579 | 338 | 0.7265 | 0.3717 | 0.7265 | 0.8524 |
221
- | No log | 3.5789 | 340 | 0.6277 | 0.4242 | 0.6277 | 0.7923 |
222
- | No log | 3.6 | 342 | 0.6947 | 0.4548 | 0.6947 | 0.8335 |
223
- | No log | 3.6211 | 344 | 0.7877 | 0.3959 | 0.7877 | 0.8875 |
224
- | No log | 3.6421 | 346 | 0.8363 | 0.4228 | 0.8363 | 0.9145 |
225
- | No log | 3.6632 | 348 | 0.7590 | 0.3833 | 0.7590 | 0.8712 |
226
- | No log | 3.6842 | 350 | 0.6667 | 0.3235 | 0.6667 | 0.8165 |
227
- | No log | 3.7053 | 352 | 0.6595 | 0.3144 | 0.6595 | 0.8121 |
228
- | No log | 3.7263 | 354 | 0.6638 | 0.3686 | 0.6638 | 0.8147 |
229
- | No log | 3.7474 | 356 | 0.6393 | 0.3557 | 0.6393 | 0.7996 |
230
- | No log | 3.7684 | 358 | 0.6384 | 0.2974 | 0.6384 | 0.7990 |
231
- | No log | 3.7895 | 360 | 0.6508 | 0.3170 | 0.6508 | 0.8068 |
232
- | No log | 3.8105 | 362 | 0.6482 | 0.3362 | 0.6482 | 0.8051 |
233
- | No log | 3.8316 | 364 | 0.6736 | 0.4040 | 0.6736 | 0.8207 |
234
- | No log | 3.8526 | 366 | 0.7332 | 0.4153 | 0.7332 | 0.8563 |
235
- | No log | 3.8737 | 368 | 0.7148 | 0.3641 | 0.7148 | 0.8454 |
236
- | No log | 3.8947 | 370 | 0.6840 | 0.3528 | 0.6840 | 0.8271 |
237
- | No log | 3.9158 | 372 | 0.6721 | 0.3564 | 0.6721 | 0.8198 |
238
- | No log | 3.9368 | 374 | 0.6549 | 0.3588 | 0.6549 | 0.8093 |
239
- | No log | 3.9579 | 376 | 0.6560 | 0.3373 | 0.6560 | 0.8099 |
240
- | No log | 3.9789 | 378 | 0.6607 | 0.3418 | 0.6607 | 0.8128 |
241
- | No log | 4.0 | 380 | 0.6800 | 0.3914 | 0.6800 | 0.8246 |
242
- | No log | 4.0211 | 382 | 0.6647 | 0.4132 | 0.6647 | 0.8153 |
243
- | No log | 4.0421 | 384 | 0.6203 | 0.4474 | 0.6203 | 0.7876 |
244
- | No log | 4.0632 | 386 | 0.6266 | 0.4616 | 0.6266 | 0.7916 |
245
- | No log | 4.0842 | 388 | 0.7167 | 0.4272 | 0.7167 | 0.8466 |
246
- | No log | 4.1053 | 390 | 0.6939 | 0.4272 | 0.6939 | 0.8330 |
247
- | No log | 4.1263 | 392 | 0.6092 | 0.5184 | 0.6092 | 0.7805 |
248
- | No log | 4.1474 | 394 | 0.6887 | 0.4027 | 0.6887 | 0.8299 |
249
- | No log | 4.1684 | 396 | 0.7666 | 0.4553 | 0.7666 | 0.8755 |
250
- | No log | 4.1895 | 398 | 0.6921 | 0.3618 | 0.6921 | 0.8319 |
251
- | No log | 4.2105 | 400 | 0.6369 | 0.4205 | 0.6369 | 0.7980 |
252
- | No log | 4.2316 | 402 | 0.6484 | 0.4561 | 0.6484 | 0.8052 |
253
- | No log | 4.2526 | 404 | 0.7014 | 0.3812 | 0.7014 | 0.8375 |
254
- | No log | 4.2737 | 406 | 0.6990 | 0.3939 | 0.6990 | 0.8361 |
255
- | No log | 4.2947 | 408 | 0.6831 | 0.4276 | 0.6831 | 0.8265 |
256
- | No log | 4.3158 | 410 | 0.7152 | 0.4207 | 0.7152 | 0.8457 |
257
- | No log | 4.3368 | 412 | 0.7372 | 0.4346 | 0.7372 | 0.8586 |
258
- | No log | 4.3579 | 414 | 0.7056 | 0.3971 | 0.7056 | 0.8400 |
259
- | No log | 4.3789 | 416 | 0.7290 | 0.4565 | 0.7290 | 0.8538 |
260
- | No log | 4.4 | 418 | 0.7168 | 0.4565 | 0.7168 | 0.8466 |
261
- | No log | 4.4211 | 420 | 0.7453 | 0.4365 | 0.7453 | 0.8633 |
262
- | No log | 4.4421 | 422 | 0.7072 | 0.4387 | 0.7072 | 0.8409 |
263
- | No log | 4.4632 | 424 | 0.6991 | 0.4244 | 0.6991 | 0.8361 |
264
- | No log | 4.4842 | 426 | 0.6494 | 0.3804 | 0.6494 | 0.8059 |
265
- | No log | 4.5053 | 428 | 0.6309 | 0.3513 | 0.6309 | 0.7943 |
266
- | No log | 4.5263 | 430 | 0.6174 | 0.4199 | 0.6174 | 0.7857 |
267
- | No log | 4.5474 | 432 | 0.6274 | 0.4315 | 0.6274 | 0.7921 |
268
- | No log | 4.5684 | 434 | 0.6514 | 0.4499 | 0.6514 | 0.8071 |
269
- | No log | 4.5895 | 436 | 0.6821 | 0.4036 | 0.6821 | 0.8259 |
270
- | No log | 4.6105 | 438 | 0.6427 | 0.4209 | 0.6427 | 0.8017 |
271
- | No log | 4.6316 | 440 | 0.6319 | 0.3924 | 0.6319 | 0.7949 |
272
- | No log | 4.6526 | 442 | 0.6444 | 0.3879 | 0.6444 | 0.8027 |
273
- | No log | 4.6737 | 444 | 0.6446 | 0.3268 | 0.6446 | 0.8028 |
274
- | No log | 4.6947 | 446 | 0.6271 | 0.3479 | 0.6271 | 0.7919 |
275
- | No log | 4.7158 | 448 | 0.6173 | 0.3587 | 0.6173 | 0.7857 |
276
- | No log | 4.7368 | 450 | 0.6078 | 0.3606 | 0.6078 | 0.7796 |
277
- | No log | 4.7579 | 452 | 0.6311 | 0.4183 | 0.6311 | 0.7944 |
278
- | No log | 4.7789 | 454 | 0.6319 | 0.4679 | 0.6319 | 0.7949 |
279
- | No log | 4.8 | 456 | 0.6251 | 0.3980 | 0.6251 | 0.7906 |
280
- | No log | 4.8211 | 458 | 0.6283 | 0.4543 | 0.6283 | 0.7927 |
281
- | No log | 4.8421 | 460 | 0.6463 | 0.4833 | 0.6463 | 0.8039 |
282
- | No log | 4.8632 | 462 | 0.6245 | 0.4248 | 0.6245 | 0.7903 |
283
- | No log | 4.8842 | 464 | 0.6091 | 0.3541 | 0.6091 | 0.7805 |
284
- | No log | 4.9053 | 466 | 0.6028 | 0.3867 | 0.6028 | 0.7764 |
285
- | No log | 4.9263 | 468 | 0.6079 | 0.4127 | 0.6079 | 0.7797 |
286
- | No log | 4.9474 | 470 | 0.6053 | 0.4378 | 0.6053 | 0.7780 |
287
- | No log | 4.9684 | 472 | 0.6196 | 0.3928 | 0.6196 | 0.7871 |
288
- | No log | 4.9895 | 474 | 0.6466 | 0.4690 | 0.6466 | 0.8041 |
289
- | No log | 5.0105 | 476 | 0.6386 | 0.4685 | 0.6386 | 0.7991 |
290
- | No log | 5.0316 | 478 | 0.6699 | 0.4705 | 0.6699 | 0.8185 |
291
- | No log | 5.0526 | 480 | 0.6630 | 0.4924 | 0.6630 | 0.8142 |
292
- | No log | 5.0737 | 482 | 0.6278 | 0.5329 | 0.6278 | 0.7923 |
293
- | No log | 5.0947 | 484 | 0.6128 | 0.4639 | 0.6128 | 0.7828 |
294
- | No log | 5.1158 | 486 | 0.5971 | 0.4528 | 0.5971 | 0.7727 |
295
- | No log | 5.1368 | 488 | 0.6146 | 0.4476 | 0.6146 | 0.7840 |
296
- | No log | 5.1579 | 490 | 0.6708 | 0.4629 | 0.6708 | 0.8190 |
297
- | No log | 5.1789 | 492 | 0.7083 | 0.4242 | 0.7083 | 0.8416 |
298
- | No log | 5.2 | 494 | 0.7294 | 0.4543 | 0.7294 | 0.8540 |
299
- | No log | 5.2211 | 496 | 0.6301 | 0.4880 | 0.6301 | 0.7938 |
300
- | No log | 5.2421 | 498 | 0.6068 | 0.4938 | 0.6068 | 0.7790 |
301
- | 0.4477 | 5.2632 | 500 | 0.6301 | 0.4843 | 0.6301 | 0.7938 |
302
- | 0.4477 | 5.2842 | 502 | 0.7158 | 0.4787 | 0.7158 | 0.8460 |
303
- | 0.4477 | 5.3053 | 504 | 0.7108 | 0.4797 | 0.7108 | 0.8431 |
304
- | 0.4477 | 5.3263 | 506 | 0.6243 | 0.4351 | 0.6243 | 0.7901 |
305
- | 0.4477 | 5.3474 | 508 | 0.5973 | 0.4747 | 0.5973 | 0.7728 |
306
- | 0.4477 | 5.3684 | 510 | 0.6260 | 0.4721 | 0.6260 | 0.7912 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k19_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k19_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.6117
19
+ - Qwk: 0.4195
20
+ - Mse: 0.6117
21
+ - Rmse: 0.7821
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.02 | 2 | 4.2800 | -0.0205 | 4.2800 | 2.0688 |
53
+ | No log | 0.04 | 4 | 2.3165 | 0.0174 | 2.3165 | 1.5220 |
54
+ | No log | 0.06 | 6 | 1.6019 | -0.0117 | 1.6019 | 1.2657 |
55
+ | No log | 0.08 | 8 | 1.1547 | -0.0281 | 1.1547 | 1.0746 |
56
+ | No log | 0.1 | 10 | 1.0231 | -0.1313 | 1.0231 | 1.0115 |
57
+ | No log | 0.12 | 12 | 1.0132 | -0.0622 | 1.0132 | 1.0066 |
58
+ | No log | 0.14 | 14 | 1.0370 | -0.0335 | 1.0370 | 1.0183 |
59
+ | No log | 0.16 | 16 | 0.9172 | 0.1596 | 0.9172 | 0.9577 |
60
+ | No log | 0.18 | 18 | 0.8578 | 0.1305 | 0.8578 | 0.9262 |
61
+ | No log | 0.2 | 20 | 0.8466 | 0.0796 | 0.8466 | 0.9201 |
62
+ | No log | 0.22 | 22 | 0.8512 | 0.1132 | 0.8512 | 0.9226 |
63
+ | No log | 0.24 | 24 | 0.8913 | 0.1934 | 0.8913 | 0.9441 |
64
+ | No log | 0.26 | 26 | 1.2254 | -0.0273 | 1.2254 | 1.1070 |
65
+ | No log | 0.28 | 28 | 2.0847 | 0.0299 | 2.0847 | 1.4438 |
66
+ | No log | 0.3 | 30 | 1.8451 | 0.0850 | 1.8451 | 1.3583 |
67
+ | No log | 0.32 | 32 | 1.4113 | 0.0639 | 1.4113 | 1.1880 |
68
+ | No log | 0.34 | 34 | 1.1351 | 0.0309 | 1.1351 | 1.0654 |
69
+ | No log | 0.36 | 36 | 0.9345 | 0.0852 | 0.9345 | 0.9667 |
70
+ | No log | 0.38 | 38 | 0.8942 | 0.1618 | 0.8942 | 0.9456 |
71
+ | No log | 0.4 | 40 | 0.8197 | 0.2124 | 0.8197 | 0.9054 |
72
+ | No log | 0.42 | 42 | 0.8296 | 0.2089 | 0.8296 | 0.9108 |
73
+ | No log | 0.44 | 44 | 0.8628 | 0.1923 | 0.8628 | 0.9289 |
74
+ | No log | 0.46 | 46 | 0.8274 | 0.1991 | 0.8274 | 0.9096 |
75
+ | No log | 0.48 | 48 | 0.7620 | 0.2269 | 0.7620 | 0.8730 |
76
+ | No log | 0.5 | 50 | 0.7483 | 0.3038 | 0.7483 | 0.8650 |
77
+ | No log | 0.52 | 52 | 0.8225 | 0.1920 | 0.8225 | 0.9069 |
78
+ | No log | 0.54 | 54 | 0.9542 | 0.0903 | 0.9542 | 0.9768 |
79
+ | No log | 0.56 | 56 | 0.8998 | 0.1072 | 0.8998 | 0.9486 |
80
+ | No log | 0.58 | 58 | 0.7948 | 0.2517 | 0.7948 | 0.8915 |
81
+ | No log | 0.6 | 60 | 0.7526 | 0.3191 | 0.7526 | 0.8675 |
82
+ | No log | 0.62 | 62 | 0.8607 | 0.0915 | 0.8607 | 0.9277 |
83
+ | No log | 0.64 | 64 | 0.9098 | 0.0898 | 0.9098 | 0.9539 |
84
+ | No log | 0.66 | 66 | 0.8473 | 0.1275 | 0.8473 | 0.9205 |
85
+ | No log | 0.68 | 68 | 0.7585 | 0.2800 | 0.7585 | 0.8709 |
86
+ | No log | 0.7 | 70 | 0.6809 | 0.2914 | 0.6809 | 0.8251 |
87
+ | No log | 0.72 | 72 | 0.7075 | 0.3086 | 0.7075 | 0.8411 |
88
+ | No log | 0.74 | 74 | 0.6906 | 0.3413 | 0.6906 | 0.8310 |
89
+ | No log | 0.76 | 76 | 0.6853 | 0.3353 | 0.6853 | 0.8278 |
90
+ | No log | 0.78 | 78 | 0.6584 | 0.3837 | 0.6584 | 0.8114 |
91
+ | No log | 0.8 | 80 | 0.6544 | 0.3821 | 0.6544 | 0.8090 |
92
+ | No log | 0.82 | 82 | 0.7208 | 0.3796 | 0.7208 | 0.8490 |
93
+ | No log | 0.84 | 84 | 0.7481 | 0.2381 | 0.7481 | 0.8649 |
94
+ | No log | 0.86 | 86 | 0.6797 | 0.3299 | 0.6797 | 0.8245 |
95
+ | No log | 0.88 | 88 | 0.6023 | 0.3644 | 0.6023 | 0.7761 |
96
+ | No log | 0.9 | 90 | 0.6392 | 0.3741 | 0.6392 | 0.7995 |
97
+ | No log | 0.92 | 92 | 0.6756 | 0.4219 | 0.6756 | 0.8220 |
98
+ | No log | 0.94 | 94 | 0.6465 | 0.3992 | 0.6465 | 0.8041 |
99
+ | No log | 0.96 | 96 | 0.6097 | 0.3827 | 0.6097 | 0.7809 |
100
+ | No log | 0.98 | 98 | 0.6599 | 0.3277 | 0.6599 | 0.8124 |
101
+ | No log | 1.0 | 100 | 0.6368 | 0.3691 | 0.6368 | 0.7980 |
102
+ | No log | 1.02 | 102 | 0.6325 | 0.3933 | 0.6325 | 0.7953 |
103
+ | No log | 1.04 | 104 | 0.6358 | 0.3691 | 0.6358 | 0.7973 |
104
+ | No log | 1.06 | 106 | 0.6275 | 0.4105 | 0.6275 | 0.7922 |
105
+ | No log | 1.08 | 108 | 0.6485 | 0.4154 | 0.6485 | 0.8053 |
106
+ | No log | 1.1 | 110 | 0.7125 | 0.4139 | 0.7125 | 0.8441 |
107
+ | No log | 1.12 | 112 | 0.6862 | 0.4243 | 0.6862 | 0.8284 |
108
+ | No log | 1.1400 | 114 | 0.6503 | 0.4016 | 0.6503 | 0.8064 |
109
+ | No log | 1.16 | 116 | 0.6601 | 0.4234 | 0.6601 | 0.8125 |
110
+ | No log | 1.18 | 118 | 0.6533 | 0.4013 | 0.6533 | 0.8083 |
111
+ | No log | 1.2 | 120 | 0.6552 | 0.3261 | 0.6552 | 0.8094 |
112
+ | No log | 1.22 | 122 | 0.6802 | 0.3622 | 0.6802 | 0.8247 |
113
+ | No log | 1.24 | 124 | 0.9328 | 0.3485 | 0.9328 | 0.9658 |
114
+ | No log | 1.26 | 126 | 1.1546 | 0.2526 | 1.1546 | 1.0745 |
115
+ | No log | 1.28 | 128 | 0.8676 | 0.3683 | 0.8676 | 0.9315 |
116
+ | No log | 1.3 | 130 | 0.7993 | 0.4396 | 0.7993 | 0.8940 |
117
+ | No log | 1.32 | 132 | 0.9713 | 0.4003 | 0.9713 | 0.9856 |
118
+ | No log | 1.34 | 134 | 0.9582 | 0.4007 | 0.9582 | 0.9789 |
119
+ | No log | 1.3600 | 136 | 0.7276 | 0.3961 | 0.7276 | 0.8530 |
120
+ | No log | 1.38 | 138 | 0.8958 | 0.3998 | 0.8958 | 0.9464 |
121
+ | No log | 1.4 | 140 | 0.9529 | 0.3560 | 0.9529 | 0.9761 |
122
+ | No log | 1.42 | 142 | 0.7671 | 0.3892 | 0.7671 | 0.8758 |
123
+ | No log | 1.44 | 144 | 0.6679 | 0.4451 | 0.6679 | 0.8173 |
124
+ | No log | 1.46 | 146 | 0.6708 | 0.4805 | 0.6708 | 0.8191 |
125
+ | No log | 1.48 | 148 | 0.9141 | 0.3552 | 0.9141 | 0.9561 |
126
+ | No log | 1.5 | 150 | 1.0101 | 0.3420 | 1.0101 | 1.0050 |
127
+ | No log | 1.52 | 152 | 0.7386 | 0.4824 | 0.7386 | 0.8594 |
128
+ | No log | 1.54 | 154 | 0.6492 | 0.5404 | 0.6492 | 0.8057 |
129
+ | No log | 1.56 | 156 | 0.6833 | 0.5793 | 0.6833 | 0.8266 |
130
+ | No log | 1.58 | 158 | 0.8132 | 0.5048 | 0.8132 | 0.9018 |
131
+ | No log | 1.6 | 160 | 0.8946 | 0.4367 | 0.8946 | 0.9458 |
132
+ | No log | 1.62 | 162 | 0.9620 | 0.4074 | 0.9620 | 0.9808 |
133
+ | No log | 1.6400 | 164 | 0.8485 | 0.4594 | 0.8485 | 0.9211 |
134
+ | No log | 1.6600 | 166 | 0.7189 | 0.5014 | 0.7189 | 0.8479 |
135
+ | No log | 1.6800 | 168 | 0.6821 | 0.5241 | 0.6821 | 0.8259 |
136
+ | No log | 1.7 | 170 | 0.6774 | 0.5247 | 0.6774 | 0.8231 |
137
+ | No log | 1.72 | 172 | 0.6738 | 0.4850 | 0.6738 | 0.8209 |
138
+ | No log | 1.74 | 174 | 0.6690 | 0.5327 | 0.6690 | 0.8179 |
139
+ | No log | 1.76 | 176 | 0.6672 | 0.5509 | 0.6672 | 0.8168 |
140
+ | No log | 1.78 | 178 | 0.6627 | 0.5697 | 0.6627 | 0.8141 |
141
+ | No log | 1.8 | 180 | 0.6518 | 0.5544 | 0.6518 | 0.8074 |
142
+ | No log | 1.8200 | 182 | 0.6385 | 0.5762 | 0.6385 | 0.7991 |
143
+ | No log | 1.8400 | 184 | 0.6433 | 0.5637 | 0.6433 | 0.8021 |
144
+ | No log | 1.8600 | 186 | 0.7355 | 0.4949 | 0.7355 | 0.8576 |
145
+ | No log | 1.88 | 188 | 0.7027 | 0.4859 | 0.7027 | 0.8382 |
146
+ | No log | 1.9 | 190 | 0.6572 | 0.4961 | 0.6572 | 0.8107 |
147
+ | No log | 1.92 | 192 | 0.6432 | 0.4937 | 0.6432 | 0.8020 |
148
+ | No log | 1.94 | 194 | 0.6570 | 0.5084 | 0.6570 | 0.8105 |
149
+ | No log | 1.96 | 196 | 0.6539 | 0.4933 | 0.6539 | 0.8086 |
150
+ | No log | 1.98 | 198 | 0.6297 | 0.4955 | 0.6297 | 0.7935 |
151
+ | No log | 2.0 | 200 | 0.6665 | 0.4743 | 0.6665 | 0.8164 |
152
+ | No log | 2.02 | 202 | 0.6187 | 0.4885 | 0.6187 | 0.7866 |
153
+ | No log | 2.04 | 204 | 0.6236 | 0.4542 | 0.6236 | 0.7897 |
154
+ | No log | 2.06 | 206 | 0.6490 | 0.4672 | 0.6490 | 0.8056 |
155
+ | No log | 2.08 | 208 | 0.7634 | 0.4420 | 0.7634 | 0.8738 |
156
+ | No log | 2.1 | 210 | 0.6759 | 0.4606 | 0.6759 | 0.8221 |
157
+ | No log | 2.12 | 212 | 0.6361 | 0.5059 | 0.6361 | 0.7975 |
158
+ | No log | 2.14 | 214 | 0.7358 | 0.3606 | 0.7358 | 0.8578 |
159
+ | No log | 2.16 | 216 | 0.7013 | 0.3918 | 0.7013 | 0.8374 |
160
+ | No log | 2.18 | 218 | 0.6145 | 0.4803 | 0.6145 | 0.7839 |
161
+ | No log | 2.2 | 220 | 0.6605 | 0.4700 | 0.6605 | 0.8127 |
162
+ | No log | 2.22 | 222 | 0.8211 | 0.4567 | 0.8211 | 0.9062 |
163
+ | No log | 2.24 | 224 | 0.7570 | 0.4782 | 0.7570 | 0.8701 |
164
+ | No log | 2.26 | 226 | 0.6113 | 0.4561 | 0.6113 | 0.7818 |
165
+ | No log | 2.2800 | 228 | 0.6198 | 0.4654 | 0.6198 | 0.7873 |
166
+ | No log | 2.3 | 230 | 0.6351 | 0.4371 | 0.6351 | 0.7969 |
167
+ | No log | 2.32 | 232 | 0.6305 | 0.5073 | 0.6305 | 0.7940 |
168
+ | No log | 2.34 | 234 | 0.6402 | 0.5290 | 0.6402 | 0.8001 |
169
+ | No log | 2.36 | 236 | 0.6521 | 0.4726 | 0.6521 | 0.8075 |
170
+ | No log | 2.38 | 238 | 0.7104 | 0.4994 | 0.7104 | 0.8429 |
171
+ | No log | 2.4 | 240 | 0.7786 | 0.4337 | 0.7786 | 0.8824 |
172
+ | No log | 2.42 | 242 | 0.8299 | 0.4085 | 0.8299 | 0.9110 |
173
+ | No log | 2.44 | 244 | 0.7675 | 0.4189 | 0.7675 | 0.8760 |
174
+ | No log | 2.46 | 246 | 0.7619 | 0.4339 | 0.7619 | 0.8729 |
175
+ | No log | 2.48 | 248 | 0.7489 | 0.4350 | 0.7489 | 0.8654 |
176
+ | No log | 2.5 | 250 | 0.7829 | 0.4185 | 0.7829 | 0.8848 |
177
+ | No log | 2.52 | 252 | 0.7485 | 0.4644 | 0.7485 | 0.8651 |
178
+ | No log | 2.54 | 254 | 0.6474 | 0.4514 | 0.6474 | 0.8046 |
179
+ | No log | 2.56 | 256 | 0.6862 | 0.4100 | 0.6862 | 0.8284 |
180
+ | No log | 2.58 | 258 | 0.7686 | 0.3851 | 0.7686 | 0.8767 |
181
+ | No log | 2.6 | 260 | 0.6721 | 0.4799 | 0.6721 | 0.8198 |
182
+ | No log | 2.62 | 262 | 0.6585 | 0.4585 | 0.6585 | 0.8115 |
183
+ | No log | 2.64 | 264 | 0.7101 | 0.4529 | 0.7101 | 0.8427 |
184
+ | No log | 2.66 | 266 | 0.6896 | 0.4675 | 0.6896 | 0.8304 |
185
+ | No log | 2.68 | 268 | 0.6314 | 0.4807 | 0.6314 | 0.7946 |
186
+ | No log | 2.7 | 270 | 0.6123 | 0.3831 | 0.6123 | 0.7825 |
187
+ | No log | 2.7200 | 272 | 0.6004 | 0.4690 | 0.6004 | 0.7749 |
188
+ | No log | 2.74 | 274 | 0.6307 | 0.4488 | 0.6307 | 0.7942 |
189
+ | No log | 2.76 | 276 | 0.6609 | 0.4874 | 0.6609 | 0.8130 |
190
+ | No log | 2.7800 | 278 | 0.6067 | 0.5205 | 0.6067 | 0.7789 |
191
+ | No log | 2.8 | 280 | 0.6316 | 0.5198 | 0.6316 | 0.7947 |
192
+ | No log | 2.82 | 282 | 0.6694 | 0.4507 | 0.6694 | 0.8181 |
193
+ | No log | 2.84 | 284 | 0.6879 | 0.4472 | 0.6879 | 0.8294 |
194
+ | No log | 2.86 | 286 | 0.6084 | 0.4876 | 0.6084 | 0.7800 |
195
+ | No log | 2.88 | 288 | 0.5946 | 0.4864 | 0.5946 | 0.7711 |
196
+ | No log | 2.9 | 290 | 0.6044 | 0.5071 | 0.6044 | 0.7775 |
197
+ | No log | 2.92 | 292 | 0.6315 | 0.5280 | 0.6315 | 0.7947 |
198
+ | No log | 2.94 | 294 | 0.6977 | 0.4914 | 0.6977 | 0.8353 |
199
+ | No log | 2.96 | 296 | 0.6768 | 0.5114 | 0.6768 | 0.8227 |
200
+ | No log | 2.98 | 298 | 0.6217 | 0.4859 | 0.6217 | 0.7885 |
201
+ | No log | 3.0 | 300 | 0.5990 | 0.4576 | 0.5990 | 0.7739 |
202
+ | No log | 3.02 | 302 | 0.6332 | 0.4592 | 0.6332 | 0.7957 |
203
+ | No log | 3.04 | 304 | 0.6188 | 0.4359 | 0.6188 | 0.7866 |
204
+ | No log | 3.06 | 306 | 0.5971 | 0.4630 | 0.5971 | 0.7727 |
205
+ | No log | 3.08 | 308 | 0.6397 | 0.4592 | 0.6397 | 0.7998 |
206
+ | No log | 3.1 | 310 | 0.6368 | 0.4614 | 0.6368 | 0.7980 |
207
+ | No log | 3.12 | 312 | 0.5803 | 0.4891 | 0.5803 | 0.7618 |
208
+ | No log | 3.14 | 314 | 0.5741 | 0.4788 | 0.5741 | 0.7577 |
209
+ | No log | 3.16 | 316 | 0.5622 | 0.4710 | 0.5622 | 0.7498 |
210
+ | No log | 3.18 | 318 | 0.5581 | 0.5205 | 0.5581 | 0.7470 |
211
+ | No log | 3.2 | 320 | 0.6036 | 0.4684 | 0.6036 | 0.7769 |
212
+ | No log | 3.22 | 322 | 0.6207 | 0.4707 | 0.6207 | 0.7878 |
213
+ | No log | 3.24 | 324 | 0.5753 | 0.4835 | 0.5753 | 0.7585 |
214
+ | No log | 3.26 | 326 | 0.5584 | 0.5177 | 0.5584 | 0.7472 |
215
+ | No log | 3.2800 | 328 | 0.5920 | 0.4422 | 0.5920 | 0.7694 |
216
+ | No log | 3.3 | 330 | 0.6298 | 0.5059 | 0.6298 | 0.7936 |
217
+ | No log | 3.32 | 332 | 0.6616 | 0.4791 | 0.6616 | 0.8134 |
218
+ | No log | 3.34 | 334 | 0.6161 | 0.5388 | 0.6161 | 0.7849 |
219
+ | No log | 3.36 | 336 | 0.6145 | 0.5221 | 0.6145 | 0.7839 |
220
+ | No log | 3.38 | 338 | 0.5916 | 0.5513 | 0.5916 | 0.7691 |
221
+ | No log | 3.4 | 340 | 0.6057 | 0.5166 | 0.6057 | 0.7782 |
222
+ | No log | 3.42 | 342 | 0.6562 | 0.4896 | 0.6562 | 0.8101 |
223
+ | No log | 3.44 | 344 | 0.8362 | 0.5380 | 0.8362 | 0.9145 |
224
+ | No log | 3.46 | 346 | 0.9269 | 0.4168 | 0.9269 | 0.9627 |
225
+ | No log | 3.48 | 348 | 0.8449 | 0.4658 | 0.8449 | 0.9192 |
226
+ | No log | 3.5 | 350 | 0.6750 | 0.5254 | 0.6750 | 0.8216 |
227
+ | No log | 3.52 | 352 | 0.6049 | 0.4756 | 0.6049 | 0.7778 |
228
+ | No log | 3.54 | 354 | 0.5976 | 0.4834 | 0.5976 | 0.7731 |
229
+ | No log | 3.56 | 356 | 0.5805 | 0.4673 | 0.5805 | 0.7619 |
230
+ | No log | 3.58 | 358 | 0.6192 | 0.4076 | 0.6192 | 0.7869 |
231
+ | No log | 3.6 | 360 | 0.6283 | 0.4071 | 0.6283 | 0.7926 |
232
+ | No log | 3.62 | 362 | 0.6508 | 0.4545 | 0.6508 | 0.8067 |
233
+ | No log | 3.64 | 364 | 0.6906 | 0.4606 | 0.6906 | 0.8310 |
234
+ | No log | 3.66 | 366 | 0.7101 | 0.4522 | 0.7101 | 0.8427 |
235
+ | No log | 3.68 | 368 | 0.6170 | 0.4993 | 0.6170 | 0.7855 |
236
+ | No log | 3.7 | 370 | 0.5714 | 0.4911 | 0.5714 | 0.7559 |
237
+ | No log | 3.7200 | 372 | 0.5782 | 0.5236 | 0.5782 | 0.7604 |
238
+ | No log | 3.74 | 374 | 0.5678 | 0.4975 | 0.5678 | 0.7535 |
239
+ | No log | 3.76 | 376 | 0.5571 | 0.4997 | 0.5571 | 0.7464 |
240
+ | No log | 3.7800 | 378 | 0.5688 | 0.5528 | 0.5688 | 0.7542 |
241
+ | No log | 3.8 | 380 | 0.5905 | 0.4749 | 0.5905 | 0.7684 |
242
+ | No log | 3.82 | 382 | 0.5621 | 0.5448 | 0.5621 | 0.7497 |
243
+ | No log | 3.84 | 384 | 0.5997 | 0.4908 | 0.5997 | 0.7744 |
244
+ | No log | 3.86 | 386 | 0.7106 | 0.4670 | 0.7106 | 0.8430 |
245
+ | No log | 3.88 | 388 | 0.7999 | 0.4595 | 0.7999 | 0.8944 |
246
+ | No log | 3.9 | 390 | 0.7796 | 0.4866 | 0.7796 | 0.8830 |
247
+ | No log | 3.92 | 392 | 0.7753 | 0.4924 | 0.7753 | 0.8805 |
248
+ | No log | 3.94 | 394 | 0.6826 | 0.5527 | 0.6826 | 0.8262 |
249
+ | No log | 3.96 | 396 | 0.6117 | 0.5309 | 0.6117 | 0.7821 |
250
+ | No log | 3.98 | 398 | 0.6373 | 0.4981 | 0.6373 | 0.7983 |
251
+ | No log | 4.0 | 400 | 0.6789 | 0.4949 | 0.6789 | 0.8239 |
252
+ | No log | 4.02 | 402 | 0.6653 | 0.4915 | 0.6653 | 0.8156 |
253
+ | No log | 4.04 | 404 | 0.6232 | 0.5127 | 0.6232 | 0.7894 |
254
+ | No log | 4.06 | 406 | 0.6281 | 0.4712 | 0.6281 | 0.7925 |
255
+ | No log | 4.08 | 408 | 0.6360 | 0.5258 | 0.6360 | 0.7975 |
256
+ | No log | 4.1 | 410 | 0.6209 | 0.4919 | 0.6209 | 0.7879 |
257
+ | No log | 4.12 | 412 | 0.6049 | 0.4862 | 0.6049 | 0.7778 |
258
+ | No log | 4.14 | 414 | 0.6120 | 0.4648 | 0.6120 | 0.7823 |
259
+ | No log | 4.16 | 416 | 0.6939 | 0.4481 | 0.6939 | 0.8330 |
260
+ | No log | 4.18 | 418 | 0.7071 | 0.4322 | 0.7071 | 0.8409 |
261
+ | No log | 4.2 | 420 | 0.6439 | 0.5414 | 0.6439 | 0.8025 |
262
+ | No log | 4.22 | 422 | 0.6296 | 0.4854 | 0.6296 | 0.7935 |
263
+ | No log | 4.24 | 424 | 0.6678 | 0.4856 | 0.6678 | 0.8172 |
264
+ | No log | 4.26 | 426 | 0.6865 | 0.5191 | 0.6865 | 0.8285 |
265
+ | No log | 4.28 | 428 | 0.6817 | 0.4932 | 0.6817 | 0.8256 |
266
+ | No log | 4.3 | 430 | 0.6454 | 0.4633 | 0.6454 | 0.8034 |
267
+ | No log | 4.32 | 432 | 0.6396 | 0.4896 | 0.6396 | 0.7997 |
268
+ | No log | 4.34 | 434 | 0.6401 | 0.5251 | 0.6401 | 0.8001 |
269
+ | No log | 4.36 | 436 | 0.6675 | 0.4797 | 0.6675 | 0.8170 |
270
+ | No log | 4.38 | 438 | 0.7103 | 0.5304 | 0.7103 | 0.8428 |
271
+ | No log | 4.4 | 440 | 0.7697 | 0.5383 | 0.7697 | 0.8773 |
272
+ | No log | 4.42 | 442 | 0.7462 | 0.5514 | 0.7462 | 0.8638 |
273
+ | No log | 4.44 | 444 | 0.7146 | 0.5311 | 0.7146 | 0.8453 |
274
+ | No log | 4.46 | 446 | 0.7342 | 0.5222 | 0.7342 | 0.8569 |
275
+ | No log | 4.48 | 448 | 0.7497 | 0.5551 | 0.7497 | 0.8658 |
276
+ | No log | 4.5 | 450 | 0.8206 | 0.4821 | 0.8206 | 0.9059 |
277
+ | No log | 4.52 | 452 | 0.7485 | 0.5267 | 0.7485 | 0.8652 |
278
+ | No log | 4.54 | 454 | 0.6546 | 0.4519 | 0.6545 | 0.8090 |
279
+ | No log | 4.5600 | 456 | 0.6062 | 0.3921 | 0.6062 | 0.7786 |
280
+ | No log | 4.58 | 458 | 0.5952 | 0.4051 | 0.5952 | 0.7715 |
281
+ | No log | 4.6 | 460 | 0.5945 | 0.4250 | 0.5945 | 0.7711 |
282
+ | No log | 4.62 | 462 | 0.5822 | 0.4116 | 0.5822 | 0.7630 |
283
+ | No log | 4.64 | 464 | 0.5944 | 0.4094 | 0.5944 | 0.7710 |
284
+ | No log | 4.66 | 466 | 0.6799 | 0.4665 | 0.6799 | 0.8245 |
285
+ | No log | 4.68 | 468 | 0.7511 | 0.4749 | 0.7511 | 0.8666 |
286
+ | No log | 4.7 | 470 | 0.7433 | 0.4810 | 0.7433 | 0.8621 |
287
+ | No log | 4.72 | 472 | 0.6517 | 0.5061 | 0.6517 | 0.8073 |
288
+ | No log | 4.74 | 474 | 0.6299 | 0.4911 | 0.6299 | 0.7937 |
289
+ | No log | 4.76 | 476 | 0.6744 | 0.5473 | 0.6744 | 0.8212 |
290
+ | No log | 4.78 | 478 | 0.7652 | 0.5131 | 0.7652 | 0.8748 |
291
+ | No log | 4.8 | 480 | 0.9837 | 0.4165 | 0.9837 | 0.9918 |
292
+ | No log | 4.82 | 482 | 1.1704 | 0.2621 | 1.1704 | 1.0819 |
293
+ | No log | 4.84 | 484 | 1.0257 | 0.3567 | 1.0257 | 1.0128 |
294
+ | No log | 4.86 | 486 | 0.7896 | 0.4539 | 0.7896 | 0.8886 |
295
+ | No log | 4.88 | 488 | 0.6923 | 0.4981 | 0.6923 | 0.8321 |
296
+ | No log | 4.9 | 490 | 0.5727 | 0.4529 | 0.5727 | 0.7568 |
297
+ | No log | 4.92 | 492 | 0.5428 | 0.4292 | 0.5428 | 0.7367 |
298
+ | No log | 4.9400 | 494 | 0.5458 | 0.4079 | 0.5458 | 0.7387 |
299
+ | No log | 4.96 | 496 | 0.5558 | 0.4160 | 0.5558 | 0.7455 |
300
+ | No log | 4.98 | 498 | 0.5649 | 0.4153 | 0.5649 | 0.7516 |
301
+ | 0.3889 | 5.0 | 500 | 0.5742 | 0.4811 | 0.5742 | 0.7578 |
302
+ | 0.3889 | 5.02 | 502 | 0.5789 | 0.5528 | 0.5789 | 0.7609 |
303
+ | 0.3889 | 5.04 | 504 | 0.5438 | 0.4998 | 0.5438 | 0.7374 |
304
+ | 0.3889 | 5.06 | 506 | 0.5470 | 0.5283 | 0.5470 | 0.7396 |
305
+ | 0.3889 | 5.08 | 508 | 0.5846 | 0.5357 | 0.5846 | 0.7646 |
306
+ | 0.3889 | 5.1 | 510 | 0.6202 | 0.5419 | 0.6202 | 0.7875 |
307
+ | 0.3889 | 5.12 | 512 | 0.6152 | 0.5438 | 0.6152 | 0.7844 |
308
+ | 0.3889 | 5.14 | 514 | 0.6342 | 0.5527 | 0.6342 | 0.7963 |
309
+ | 0.3889 | 5.16 | 516 | 0.6155 | 0.5698 | 0.6155 | 0.7846 |
310
+ | 0.3889 | 5.18 | 518 | 0.6203 | 0.5760 | 0.6203 | 0.7876 |
311
+ | 0.3889 | 5.2 | 520 | 0.5693 | 0.5711 | 0.5693 | 0.7545 |
312
+ | 0.3889 | 5.22 | 522 | 0.5578 | 0.5680 | 0.5578 | 0.7469 |
313
+ | 0.3889 | 5.24 | 524 | 0.5703 | 0.5833 | 0.5703 | 0.7552 |
314
+ | 0.3889 | 5.26 | 526 | 0.6174 | 0.4975 | 0.6174 | 0.7858 |
315
+ | 0.3889 | 5.28 | 528 | 0.6816 | 0.4740 | 0.6816 | 0.8256 |
316
+ | 0.3889 | 5.3 | 530 | 0.7140 | 0.5068 | 0.7140 | 0.8450 |
317
+ | 0.3889 | 5.32 | 532 | 0.6962 | 0.5305 | 0.6962 | 0.8344 |
318
+ | 0.3889 | 5.34 | 534 | 0.6558 | 0.5356 | 0.6558 | 0.8098 |
319
+ | 0.3889 | 5.36 | 536 | 0.6822 | 0.5030 | 0.6822 | 0.8259 |
320
+ | 0.3889 | 5.38 | 538 | 0.7239 | 0.4961 | 0.7239 | 0.8509 |
321
+ | 0.3889 | 5.4 | 540 | 0.7017 | 0.4910 | 0.7017 | 0.8377 |
322
+ | 0.3889 | 5.42 | 542 | 0.7218 | 0.5127 | 0.7218 | 0.8496 |
323
+ | 0.3889 | 5.44 | 544 | 0.7185 | 0.4635 | 0.7185 | 0.8476 |
324
+ | 0.3889 | 5.46 | 546 | 0.7086 | 0.4776 | 0.7086 | 0.8418 |
325
+ | 0.3889 | 5.48 | 548 | 0.6824 | 0.5405 | 0.6824 | 0.8261 |
326
+ | 0.3889 | 5.5 | 550 | 0.6321 | 0.4966 | 0.6321 | 0.7950 |
327
+ | 0.3889 | 5.52 | 552 | 0.6546 | 0.5214 | 0.6546 | 0.8091 |
328
+ | 0.3889 | 5.54 | 554 | 0.6375 | 0.5167 | 0.6375 | 0.7984 |
329
+ | 0.3889 | 5.5600 | 556 | 0.6227 | 0.5083 | 0.6227 | 0.7891 |
330
+ | 0.3889 | 5.58 | 558 | 0.5778 | 0.4795 | 0.5778 | 0.7602 |
331
+ | 0.3889 | 5.6 | 560 | 0.5675 | 0.4110 | 0.5675 | 0.7533 |
332
+ | 0.3889 | 5.62 | 562 | 0.5678 | 0.3914 | 0.5678 | 0.7535 |
333
+ | 0.3889 | 5.64 | 564 | 0.5708 | 0.4490 | 0.5708 | 0.7555 |
334
+ | 0.3889 | 5.66 | 566 | 0.6119 | 0.5130 | 0.6119 | 0.7823 |
335
+ | 0.3889 | 5.68 | 568 | 0.6312 | 0.5178 | 0.6312 | 0.7945 |
336
+ | 0.3889 | 5.7 | 570 | 0.5979 | 0.5180 | 0.5979 | 0.7732 |
337
+ | 0.3889 | 5.72 | 572 | 0.5730 | 0.4737 | 0.5730 | 0.7569 |
338
+ | 0.3889 | 5.74 | 574 | 0.5991 | 0.4489 | 0.5991 | 0.7740 |
339
+ | 0.3889 | 5.76 | 576 | 0.6065 | 0.4734 | 0.6065 | 0.7788 |
340
+ | 0.3889 | 5.78 | 578 | 0.5991 | 0.4890 | 0.5991 | 0.7740 |
341
+ | 0.3889 | 5.8 | 580 | 0.6570 | 0.4582 | 0.6570 | 0.8106 |
342
+ | 0.3889 | 5.82 | 582 | 0.7175 | 0.5215 | 0.7175 | 0.8470 |
343
+ | 0.3889 | 5.84 | 584 | 0.7468 | 0.5118 | 0.7468 | 0.8642 |
344
+ | 0.3889 | 5.86 | 586 | 0.7061 | 0.5185 | 0.7061 | 0.8403 |
345
+ | 0.3889 | 5.88 | 588 | 0.6102 | 0.4581 | 0.6102 | 0.7812 |
346
+ | 0.3889 | 5.9 | 590 | 0.5814 | 0.4865 | 0.5814 | 0.7625 |
347
+ | 0.3889 | 5.92 | 592 | 0.5770 | 0.4381 | 0.5770 | 0.7596 |
348
+ | 0.3889 | 5.9400 | 594 | 0.5833 | 0.3896 | 0.5833 | 0.7638 |
349
+ | 0.3889 | 5.96 | 596 | 0.6326 | 0.4303 | 0.6326 | 0.7954 |
350
+ | 0.3889 | 5.98 | 598 | 0.6397 | 0.4195 | 0.6397 | 0.7998 |
351
+ | 0.3889 | 6.0 | 600 | 0.6117 | 0.4195 | 0.6117 | 0.7821 |
352
 
353
 
354
  ### Framework versions