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ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k20_task2_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k19_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_k19_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: 0.6117
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- - Qwk: 0.4195
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- - Mse: 0.6117
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- - Rmse: 0.7821
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  ## Model description
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@@ -49,306 +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 | 0.02 | 2 | 4.2800 | -0.0205 | 4.2800 | 2.0688 |
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- | No log | 0.04 | 4 | 2.3165 | 0.0174 | 2.3165 | 1.5220 |
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- | No log | 0.06 | 6 | 1.6019 | -0.0117 | 1.6019 | 1.2657 |
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- | No log | 0.08 | 8 | 1.1547 | -0.0281 | 1.1547 | 1.0746 |
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- | No log | 0.1 | 10 | 1.0231 | -0.1313 | 1.0231 | 1.0115 |
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- | No log | 0.12 | 12 | 1.0132 | -0.0622 | 1.0132 | 1.0066 |
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- | No log | 0.14 | 14 | 1.0370 | -0.0335 | 1.0370 | 1.0183 |
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- | No log | 0.16 | 16 | 0.9172 | 0.1596 | 0.9172 | 0.9577 |
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- | No log | 0.18 | 18 | 0.8578 | 0.1305 | 0.8578 | 0.9262 |
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- | No log | 0.2 | 20 | 0.8466 | 0.0796 | 0.8466 | 0.9201 |
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- | No log | 0.22 | 22 | 0.8512 | 0.1132 | 0.8512 | 0.9226 |
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- | No log | 0.24 | 24 | 0.8913 | 0.1934 | 0.8913 | 0.9441 |
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- | No log | 0.26 | 26 | 1.2254 | -0.0273 | 1.2254 | 1.1070 |
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- | No log | 0.28 | 28 | 2.0847 | 0.0299 | 2.0847 | 1.4438 |
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- | No log | 0.3 | 30 | 1.8451 | 0.0850 | 1.8451 | 1.3583 |
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- | No log | 0.32 | 32 | 1.4113 | 0.0639 | 1.4113 | 1.1880 |
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- | No log | 0.34 | 34 | 1.1351 | 0.0309 | 1.1351 | 1.0654 |
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- | No log | 0.36 | 36 | 0.9345 | 0.0852 | 0.9345 | 0.9667 |
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- | No log | 0.38 | 38 | 0.8942 | 0.1618 | 0.8942 | 0.9456 |
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- | No log | 0.4 | 40 | 0.8197 | 0.2124 | 0.8197 | 0.9054 |
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- | No log | 0.42 | 42 | 0.8296 | 0.2089 | 0.8296 | 0.9108 |
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- | No log | 0.44 | 44 | 0.8628 | 0.1923 | 0.8628 | 0.9289 |
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- | No log | 0.46 | 46 | 0.8274 | 0.1991 | 0.8274 | 0.9096 |
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- | No log | 0.48 | 48 | 0.7620 | 0.2269 | 0.7620 | 0.8730 |
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- | No log | 0.5 | 50 | 0.7483 | 0.3038 | 0.7483 | 0.8650 |
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- | No log | 0.52 | 52 | 0.8225 | 0.1920 | 0.8225 | 0.9069 |
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- | No log | 0.54 | 54 | 0.9542 | 0.0903 | 0.9542 | 0.9768 |
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- | No log | 0.56 | 56 | 0.8998 | 0.1072 | 0.8998 | 0.9486 |
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- | No log | 0.58 | 58 | 0.7948 | 0.2517 | 0.7948 | 0.8915 |
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- | No log | 0.6 | 60 | 0.7526 | 0.3191 | 0.7526 | 0.8675 |
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- | No log | 0.62 | 62 | 0.8607 | 0.0915 | 0.8607 | 0.9277 |
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- | No log | 0.64 | 64 | 0.9098 | 0.0898 | 0.9098 | 0.9539 |
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- | No log | 0.66 | 66 | 0.8473 | 0.1275 | 0.8473 | 0.9205 |
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- | No log | 0.68 | 68 | 0.7585 | 0.2800 | 0.7585 | 0.8709 |
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- | No log | 0.7 | 70 | 0.6809 | 0.2914 | 0.6809 | 0.8251 |
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- | No log | 0.72 | 72 | 0.7075 | 0.3086 | 0.7075 | 0.8411 |
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- | No log | 0.74 | 74 | 0.6906 | 0.3413 | 0.6906 | 0.8310 |
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- | No log | 0.76 | 76 | 0.6853 | 0.3353 | 0.6853 | 0.8278 |
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- | No log | 0.78 | 78 | 0.6584 | 0.3837 | 0.6584 | 0.8114 |
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- | No log | 0.8 | 80 | 0.6544 | 0.3821 | 0.6544 | 0.8090 |
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- | No log | 0.82 | 82 | 0.7208 | 0.3796 | 0.7208 | 0.8490 |
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- | No log | 0.84 | 84 | 0.7481 | 0.2381 | 0.7481 | 0.8649 |
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- | No log | 0.86 | 86 | 0.6797 | 0.3299 | 0.6797 | 0.8245 |
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- | No log | 0.88 | 88 | 0.6023 | 0.3644 | 0.6023 | 0.7761 |
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- | No log | 0.9 | 90 | 0.6392 | 0.3741 | 0.6392 | 0.7995 |
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- | No log | 0.92 | 92 | 0.6756 | 0.4219 | 0.6756 | 0.8220 |
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- | No log | 0.94 | 94 | 0.6465 | 0.3992 | 0.6465 | 0.8041 |
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- | No log | 0.96 | 96 | 0.6097 | 0.3827 | 0.6097 | 0.7809 |
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- | No log | 0.98 | 98 | 0.6599 | 0.3277 | 0.6599 | 0.8124 |
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- | No log | 1.0 | 100 | 0.6368 | 0.3691 | 0.6368 | 0.7980 |
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- | No log | 1.02 | 102 | 0.6325 | 0.3933 | 0.6325 | 0.7953 |
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- | No log | 1.04 | 104 | 0.6358 | 0.3691 | 0.6358 | 0.7973 |
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- | No log | 1.06 | 106 | 0.6275 | 0.4105 | 0.6275 | 0.7922 |
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- | No log | 1.08 | 108 | 0.6485 | 0.4154 | 0.6485 | 0.8053 |
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- | No log | 1.1 | 110 | 0.7125 | 0.4139 | 0.7125 | 0.8441 |
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- | No log | 1.12 | 112 | 0.6862 | 0.4243 | 0.6862 | 0.8284 |
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- | No log | 1.1400 | 114 | 0.6503 | 0.4016 | 0.6503 | 0.8064 |
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- | No log | 1.16 | 116 | 0.6601 | 0.4234 | 0.6601 | 0.8125 |
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- | No log | 1.18 | 118 | 0.6533 | 0.4013 | 0.6533 | 0.8083 |
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- | No log | 1.2 | 120 | 0.6552 | 0.3261 | 0.6552 | 0.8094 |
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- | No log | 1.22 | 122 | 0.6802 | 0.3622 | 0.6802 | 0.8247 |
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- | No log | 1.24 | 124 | 0.9328 | 0.3485 | 0.9328 | 0.9658 |
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- | No log | 1.26 | 126 | 1.1546 | 0.2526 | 1.1546 | 1.0745 |
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- | No log | 1.28 | 128 | 0.8676 | 0.3683 | 0.8676 | 0.9315 |
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- | No log | 1.3 | 130 | 0.7993 | 0.4396 | 0.7993 | 0.8940 |
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- | No log | 1.32 | 132 | 0.9713 | 0.4003 | 0.9713 | 0.9856 |
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- | No log | 1.34 | 134 | 0.9582 | 0.4007 | 0.9582 | 0.9789 |
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- | No log | 1.3600 | 136 | 0.7276 | 0.3961 | 0.7276 | 0.8530 |
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- | No log | 1.38 | 138 | 0.8958 | 0.3998 | 0.8958 | 0.9464 |
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- | No log | 1.4 | 140 | 0.9529 | 0.3560 | 0.9529 | 0.9761 |
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- | No log | 1.42 | 142 | 0.7671 | 0.3892 | 0.7671 | 0.8758 |
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- | No log | 1.44 | 144 | 0.6679 | 0.4451 | 0.6679 | 0.8173 |
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- | No log | 1.46 | 146 | 0.6708 | 0.4805 | 0.6708 | 0.8191 |
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- | No log | 1.48 | 148 | 0.9141 | 0.3552 | 0.9141 | 0.9561 |
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- | No log | 1.5 | 150 | 1.0101 | 0.3420 | 1.0101 | 1.0050 |
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- | No log | 1.52 | 152 | 0.7386 | 0.4824 | 0.7386 | 0.8594 |
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- | No log | 1.54 | 154 | 0.6492 | 0.5404 | 0.6492 | 0.8057 |
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- | No log | 1.56 | 156 | 0.6833 | 0.5793 | 0.6833 | 0.8266 |
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- | No log | 1.58 | 158 | 0.8132 | 0.5048 | 0.8132 | 0.9018 |
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- | No log | 1.6 | 160 | 0.8946 | 0.4367 | 0.8946 | 0.9458 |
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- | No log | 1.62 | 162 | 0.9620 | 0.4074 | 0.9620 | 0.9808 |
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- | No log | 1.6400 | 164 | 0.8485 | 0.4594 | 0.8485 | 0.9211 |
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- | No log | 1.6600 | 166 | 0.7189 | 0.5014 | 0.7189 | 0.8479 |
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- | No log | 1.6800 | 168 | 0.6821 | 0.5241 | 0.6821 | 0.8259 |
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- | No log | 1.7 | 170 | 0.6774 | 0.5247 | 0.6774 | 0.8231 |
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- | No log | 1.72 | 172 | 0.6738 | 0.4850 | 0.6738 | 0.8209 |
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- | No log | 1.74 | 174 | 0.6690 | 0.5327 | 0.6690 | 0.8179 |
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- | No log | 1.76 | 176 | 0.6672 | 0.5509 | 0.6672 | 0.8168 |
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- | No log | 1.78 | 178 | 0.6627 | 0.5697 | 0.6627 | 0.8141 |
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- | No log | 1.8 | 180 | 0.6518 | 0.5544 | 0.6518 | 0.8074 |
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- | No log | 1.8200 | 182 | 0.6385 | 0.5762 | 0.6385 | 0.7991 |
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- | No log | 1.8400 | 184 | 0.6433 | 0.5637 | 0.6433 | 0.8021 |
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- | No log | 1.8600 | 186 | 0.7355 | 0.4949 | 0.7355 | 0.8576 |
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- | No log | 1.88 | 188 | 0.7027 | 0.4859 | 0.7027 | 0.8382 |
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- | No log | 1.9 | 190 | 0.6572 | 0.4961 | 0.6572 | 0.8107 |
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- | No log | 1.92 | 192 | 0.6432 | 0.4937 | 0.6432 | 0.8020 |
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- | No log | 1.94 | 194 | 0.6570 | 0.5084 | 0.6570 | 0.8105 |
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- | No log | 1.96 | 196 | 0.6539 | 0.4933 | 0.6539 | 0.8086 |
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- | No log | 1.98 | 198 | 0.6297 | 0.4955 | 0.6297 | 0.7935 |
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- | No log | 2.0 | 200 | 0.6665 | 0.4743 | 0.6665 | 0.8164 |
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- | No log | 2.02 | 202 | 0.6187 | 0.4885 | 0.6187 | 0.7866 |
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- | No log | 2.04 | 204 | 0.6236 | 0.4542 | 0.6236 | 0.7897 |
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- | No log | 2.06 | 206 | 0.6490 | 0.4672 | 0.6490 | 0.8056 |
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- | No log | 2.08 | 208 | 0.7634 | 0.4420 | 0.7634 | 0.8738 |
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- | No log | 2.1 | 210 | 0.6759 | 0.4606 | 0.6759 | 0.8221 |
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- | No log | 2.12 | 212 | 0.6361 | 0.5059 | 0.6361 | 0.7975 |
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- | No log | 2.14 | 214 | 0.7358 | 0.3606 | 0.7358 | 0.8578 |
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- | No log | 2.16 | 216 | 0.7013 | 0.3918 | 0.7013 | 0.8374 |
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- | No log | 2.18 | 218 | 0.6145 | 0.4803 | 0.6145 | 0.7839 |
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- | No log | 2.2 | 220 | 0.6605 | 0.4700 | 0.6605 | 0.8127 |
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- | No log | 2.22 | 222 | 0.8211 | 0.4567 | 0.8211 | 0.9062 |
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- | No log | 2.24 | 224 | 0.7570 | 0.4782 | 0.7570 | 0.8701 |
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- | No log | 2.26 | 226 | 0.6113 | 0.4561 | 0.6113 | 0.7818 |
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- | No log | 2.2800 | 228 | 0.6198 | 0.4654 | 0.6198 | 0.7873 |
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- | No log | 2.3 | 230 | 0.6351 | 0.4371 | 0.6351 | 0.7969 |
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- | No log | 2.32 | 232 | 0.6305 | 0.5073 | 0.6305 | 0.7940 |
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- | No log | 2.34 | 234 | 0.6402 | 0.5290 | 0.6402 | 0.8001 |
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- | No log | 2.36 | 236 | 0.6521 | 0.4726 | 0.6521 | 0.8075 |
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- | No log | 2.38 | 238 | 0.7104 | 0.4994 | 0.7104 | 0.8429 |
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- | No log | 2.4 | 240 | 0.7786 | 0.4337 | 0.7786 | 0.8824 |
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- | No log | 2.42 | 242 | 0.8299 | 0.4085 | 0.8299 | 0.9110 |
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- | No log | 2.44 | 244 | 0.7675 | 0.4189 | 0.7675 | 0.8760 |
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- | No log | 2.46 | 246 | 0.7619 | 0.4339 | 0.7619 | 0.8729 |
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- | No log | 2.48 | 248 | 0.7489 | 0.4350 | 0.7489 | 0.8654 |
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- | No log | 2.5 | 250 | 0.7829 | 0.4185 | 0.7829 | 0.8848 |
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- | No log | 2.52 | 252 | 0.7485 | 0.4644 | 0.7485 | 0.8651 |
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- | No log | 2.54 | 254 | 0.6474 | 0.4514 | 0.6474 | 0.8046 |
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- | No log | 2.56 | 256 | 0.6862 | 0.4100 | 0.6862 | 0.8284 |
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- | No log | 2.58 | 258 | 0.7686 | 0.3851 | 0.7686 | 0.8767 |
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- | No log | 2.6 | 260 | 0.6721 | 0.4799 | 0.6721 | 0.8198 |
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- | No log | 2.62 | 262 | 0.6585 | 0.4585 | 0.6585 | 0.8115 |
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- | No log | 2.64 | 264 | 0.7101 | 0.4529 | 0.7101 | 0.8427 |
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- | No log | 2.66 | 266 | 0.6896 | 0.4675 | 0.6896 | 0.8304 |
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- | No log | 2.68 | 268 | 0.6314 | 0.4807 | 0.6314 | 0.7946 |
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- | No log | 2.7 | 270 | 0.6123 | 0.3831 | 0.6123 | 0.7825 |
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- | No log | 2.7200 | 272 | 0.6004 | 0.4690 | 0.6004 | 0.7749 |
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- | No log | 2.74 | 274 | 0.6307 | 0.4488 | 0.6307 | 0.7942 |
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- | No log | 2.76 | 276 | 0.6609 | 0.4874 | 0.6609 | 0.8130 |
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- | No log | 2.7800 | 278 | 0.6067 | 0.5205 | 0.6067 | 0.7789 |
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- | No log | 2.8 | 280 | 0.6316 | 0.5198 | 0.6316 | 0.7947 |
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- | No log | 2.82 | 282 | 0.6694 | 0.4507 | 0.6694 | 0.8181 |
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- | No log | 2.84 | 284 | 0.6879 | 0.4472 | 0.6879 | 0.8294 |
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- | No log | 2.86 | 286 | 0.6084 | 0.4876 | 0.6084 | 0.7800 |
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- | No log | 2.88 | 288 | 0.5946 | 0.4864 | 0.5946 | 0.7711 |
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- | No log | 2.9 | 290 | 0.6044 | 0.5071 | 0.6044 | 0.7775 |
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- | No log | 2.92 | 292 | 0.6315 | 0.5280 | 0.6315 | 0.7947 |
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- | No log | 2.94 | 294 | 0.6977 | 0.4914 | 0.6977 | 0.8353 |
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- | No log | 2.96 | 296 | 0.6768 | 0.5114 | 0.6768 | 0.8227 |
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- | No log | 2.98 | 298 | 0.6217 | 0.4859 | 0.6217 | 0.7885 |
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- | No log | 3.0 | 300 | 0.5990 | 0.4576 | 0.5990 | 0.7739 |
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- | No log | 3.02 | 302 | 0.6332 | 0.4592 | 0.6332 | 0.7957 |
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- | No log | 3.04 | 304 | 0.6188 | 0.4359 | 0.6188 | 0.7866 |
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- | No log | 3.06 | 306 | 0.5971 | 0.4630 | 0.5971 | 0.7727 |
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- | No log | 3.08 | 308 | 0.6397 | 0.4592 | 0.6397 | 0.7998 |
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- | No log | 3.1 | 310 | 0.6368 | 0.4614 | 0.6368 | 0.7980 |
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- | No log | 3.12 | 312 | 0.5803 | 0.4891 | 0.5803 | 0.7618 |
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- | No log | 3.14 | 314 | 0.5741 | 0.4788 | 0.5741 | 0.7577 |
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- | 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 |
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- | 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 |
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- | No log | 3.24 | 324 | 0.5753 | 0.4835 | 0.5753 | 0.7585 |
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- | No log | 3.26 | 326 | 0.5584 | 0.5177 | 0.5584 | 0.7472 |
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- | No log | 3.2800 | 328 | 0.5920 | 0.4422 | 0.5920 | 0.7694 |
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- | No log | 3.3 | 330 | 0.6298 | 0.5059 | 0.6298 | 0.7936 |
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- | 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 |
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- | 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 |
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- | 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 |
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- | 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 |
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- | No log | 3.6 | 360 | 0.6283 | 0.4071 | 0.6283 | 0.7926 |
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- | No log | 3.62 | 362 | 0.6508 | 0.4545 | 0.6508 | 0.8067 |
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- | No log | 3.64 | 364 | 0.6906 | 0.4606 | 0.6906 | 0.8310 |
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- | No log | 3.66 | 366 | 0.7101 | 0.4522 | 0.7101 | 0.8427 |
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- | 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 |
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- | No log | 3.7200 | 372 | 0.5782 | 0.5236 | 0.5782 | 0.7604 |
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- | 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
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k20_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_k20_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: 0.7490
19
+ - Qwk: 0.3708
20
+ - Mse: 0.7490
21
+ - Rmse: 0.8654
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0189 | 2 | 4.4368 | -0.0205 | 4.4368 | 2.1064 |
53
+ | No log | 0.0377 | 4 | 2.7307 | 0.0138 | 2.7307 | 1.6525 |
54
+ | No log | 0.0566 | 6 | 1.4197 | 0.0154 | 1.4197 | 1.1915 |
55
+ | No log | 0.0755 | 8 | 1.0116 | -0.0138 | 1.0116 | 1.0058 |
56
+ | No log | 0.0943 | 10 | 0.9497 | 0.0839 | 0.9497 | 0.9745 |
57
+ | No log | 0.1132 | 12 | 0.8443 | 0.1058 | 0.8443 | 0.9189 |
58
+ | No log | 0.1321 | 14 | 0.8337 | 0.0868 | 0.8337 | 0.9131 |
59
+ | No log | 0.1509 | 16 | 0.8615 | 0.1140 | 0.8615 | 0.9282 |
60
+ | No log | 0.1698 | 18 | 0.8354 | 0.0939 | 0.8354 | 0.9140 |
61
+ | No log | 0.1887 | 20 | 0.8078 | 0.1292 | 0.8078 | 0.8988 |
62
+ | No log | 0.2075 | 22 | 0.7873 | 0.1220 | 0.7873 | 0.8873 |
63
+ | No log | 0.2264 | 24 | 0.7555 | 0.1148 | 0.7555 | 0.8692 |
64
+ | No log | 0.2453 | 26 | 0.7395 | 0.1281 | 0.7395 | 0.8599 |
65
+ | No log | 0.2642 | 28 | 0.7463 | 0.1865 | 0.7463 | 0.8639 |
66
+ | No log | 0.2830 | 30 | 0.8179 | 0.2655 | 0.8179 | 0.9044 |
67
+ | No log | 0.3019 | 32 | 0.9988 | 0.0738 | 0.9988 | 0.9994 |
68
+ | No log | 0.3208 | 34 | 0.9778 | 0.0851 | 0.9778 | 0.9889 |
69
+ | No log | 0.3396 | 36 | 0.9164 | 0.1776 | 0.9164 | 0.9573 |
70
+ | No log | 0.3585 | 38 | 0.8284 | 0.2752 | 0.8284 | 0.9102 |
71
+ | No log | 0.3774 | 40 | 0.7950 | 0.2285 | 0.7950 | 0.8916 |
72
+ | No log | 0.3962 | 42 | 0.8631 | 0.0850 | 0.8631 | 0.9290 |
73
+ | No log | 0.4151 | 44 | 0.9672 | 0.0600 | 0.9672 | 0.9835 |
74
+ | No log | 0.4340 | 46 | 0.9830 | 0.0396 | 0.9830 | 0.9915 |
75
+ | No log | 0.4528 | 48 | 1.0000 | 0.0137 | 1.0000 | 1.0000 |
76
+ | No log | 0.4717 | 50 | 1.0646 | 0.0265 | 1.0646 | 1.0318 |
77
+ | No log | 0.4906 | 52 | 1.0608 | 0.0641 | 1.0608 | 1.0299 |
78
+ | No log | 0.5094 | 54 | 1.0936 | 0.1026 | 1.0936 | 1.0457 |
79
+ | No log | 0.5283 | 56 | 0.9865 | 0.1499 | 0.9865 | 0.9932 |
80
+ | No log | 0.5472 | 58 | 0.9178 | 0.1305 | 0.9178 | 0.9580 |
81
+ | No log | 0.5660 | 60 | 1.0301 | 0.0679 | 1.0301 | 1.0149 |
82
+ | No log | 0.5849 | 62 | 1.0140 | 0.0851 | 1.0140 | 1.0070 |
83
+ | No log | 0.6038 | 64 | 0.8798 | 0.1027 | 0.8798 | 0.9380 |
84
+ | No log | 0.6226 | 66 | 0.7923 | 0.1916 | 0.7923 | 0.8901 |
85
+ | No log | 0.6415 | 68 | 0.8337 | 0.2802 | 0.8337 | 0.9131 |
86
+ | No log | 0.6604 | 70 | 0.9104 | 0.2371 | 0.9104 | 0.9541 |
87
+ | No log | 0.6792 | 72 | 0.9591 | 0.2048 | 0.9591 | 0.9793 |
88
+ | No log | 0.6981 | 74 | 0.8685 | 0.2810 | 0.8685 | 0.9320 |
89
+ | No log | 0.7170 | 76 | 0.8243 | 0.2312 | 0.8243 | 0.9079 |
90
+ | No log | 0.7358 | 78 | 0.8235 | 0.2061 | 0.8235 | 0.9075 |
91
+ | No log | 0.7547 | 80 | 0.8268 | 0.2059 | 0.8268 | 0.9093 |
92
+ | No log | 0.7736 | 82 | 0.8069 | 0.2292 | 0.8069 | 0.8983 |
93
+ | No log | 0.7925 | 84 | 0.8071 | 0.2390 | 0.8071 | 0.8984 |
94
+ | No log | 0.8113 | 86 | 0.8349 | 0.3305 | 0.8349 | 0.9137 |
95
+ | No log | 0.8302 | 88 | 0.8383 | 0.2787 | 0.8383 | 0.9156 |
96
+ | No log | 0.8491 | 90 | 0.8629 | 0.3373 | 0.8629 | 0.9289 |
97
+ | No log | 0.8679 | 92 | 0.9046 | 0.3274 | 0.9046 | 0.9511 |
98
+ | No log | 0.8868 | 94 | 0.9222 | 0.3325 | 0.9222 | 0.9603 |
99
+ | No log | 0.9057 | 96 | 0.8734 | 0.3250 | 0.8734 | 0.9345 |
100
+ | No log | 0.9245 | 98 | 0.8382 | 0.3769 | 0.8382 | 0.9155 |
101
+ | No log | 0.9434 | 100 | 0.8080 | 0.4064 | 0.8080 | 0.8989 |
102
+ | No log | 0.9623 | 102 | 0.7792 | 0.3921 | 0.7792 | 0.8827 |
103
+ | No log | 0.9811 | 104 | 0.7215 | 0.3912 | 0.7215 | 0.8494 |
104
+ | No log | 1.0 | 106 | 0.7401 | 0.4013 | 0.7401 | 0.8603 |
105
+ | No log | 1.0189 | 108 | 0.7638 | 0.3493 | 0.7638 | 0.8739 |
106
+ | No log | 1.0377 | 110 | 0.7409 | 0.4072 | 0.7409 | 0.8607 |
107
+ | No log | 1.0566 | 112 | 0.7789 | 0.3765 | 0.7789 | 0.8825 |
108
+ | No log | 1.0755 | 114 | 0.8923 | 0.2318 | 0.8923 | 0.9446 |
109
+ | No log | 1.0943 | 116 | 0.8752 | 0.3077 | 0.8752 | 0.9355 |
110
+ | No log | 1.1132 | 118 | 0.8244 | 0.3716 | 0.8244 | 0.9080 |
111
+ | No log | 1.1321 | 120 | 0.7817 | 0.4609 | 0.7817 | 0.8841 |
112
+ | No log | 1.1509 | 122 | 0.7638 | 0.4588 | 0.7638 | 0.8740 |
113
+ | No log | 1.1698 | 124 | 0.7753 | 0.4506 | 0.7753 | 0.8805 |
114
+ | No log | 1.1887 | 126 | 0.8141 | 0.4525 | 0.8141 | 0.9023 |
115
+ | No log | 1.2075 | 128 | 0.8969 | 0.4295 | 0.8969 | 0.9470 |
116
+ | No log | 1.2264 | 130 | 0.8291 | 0.4382 | 0.8291 | 0.9106 |
117
+ | No log | 1.2453 | 132 | 0.7504 | 0.4332 | 0.7504 | 0.8663 |
118
+ | No log | 1.2642 | 134 | 0.8088 | 0.3879 | 0.8088 | 0.8993 |
119
+ | No log | 1.2830 | 136 | 0.8275 | 0.3788 | 0.8275 | 0.9097 |
120
+ | No log | 1.3019 | 138 | 0.8498 | 0.3999 | 0.8498 | 0.9218 |
121
+ | No log | 1.3208 | 140 | 1.0144 | 0.3753 | 1.0144 | 1.0072 |
122
+ | No log | 1.3396 | 142 | 1.0062 | 0.3780 | 1.0062 | 1.0031 |
123
+ | No log | 1.3585 | 144 | 1.0261 | 0.3699 | 1.0261 | 1.0130 |
124
+ | No log | 1.3774 | 146 | 0.9154 | 0.3854 | 0.9154 | 0.9568 |
125
+ | No log | 1.3962 | 148 | 0.7305 | 0.3623 | 0.7305 | 0.8547 |
126
+ | No log | 1.4151 | 150 | 0.7090 | 0.3618 | 0.7090 | 0.8420 |
127
+ | No log | 1.4340 | 152 | 0.6929 | 0.3626 | 0.6929 | 0.8324 |
128
+ | No log | 1.4528 | 154 | 0.6714 | 0.3861 | 0.6714 | 0.8194 |
129
+ | No log | 1.4717 | 156 | 0.6826 | 0.4268 | 0.6826 | 0.8262 |
130
+ | No log | 1.4906 | 158 | 0.6558 | 0.3740 | 0.6558 | 0.8098 |
131
+ | No log | 1.5094 | 160 | 0.7207 | 0.3509 | 0.7207 | 0.8490 |
132
+ | No log | 1.5283 | 162 | 0.8105 | 0.2503 | 0.8105 | 0.9003 |
133
+ | No log | 1.5472 | 164 | 0.7781 | 0.3231 | 0.7781 | 0.8821 |
134
+ | No log | 1.5660 | 166 | 0.6829 | 0.5189 | 0.6829 | 0.8264 |
135
+ | No log | 1.5849 | 168 | 0.6880 | 0.4013 | 0.6880 | 0.8294 |
136
+ | No log | 1.6038 | 170 | 0.6794 | 0.4408 | 0.6794 | 0.8242 |
137
+ | No log | 1.6226 | 172 | 0.6674 | 0.5005 | 0.6674 | 0.8170 |
138
+ | No log | 1.6415 | 174 | 0.6839 | 0.5063 | 0.6839 | 0.8270 |
139
+ | No log | 1.6604 | 176 | 0.6772 | 0.4575 | 0.6772 | 0.8230 |
140
+ | No log | 1.6792 | 178 | 0.6928 | 0.4364 | 0.6928 | 0.8323 |
141
+ | No log | 1.6981 | 180 | 0.6644 | 0.4119 | 0.6644 | 0.8151 |
142
+ | No log | 1.7170 | 182 | 0.6439 | 0.4926 | 0.6439 | 0.8024 |
143
+ | No log | 1.7358 | 184 | 0.6452 | 0.4972 | 0.6452 | 0.8033 |
144
+ | No log | 1.7547 | 186 | 0.6415 | 0.4887 | 0.6415 | 0.8009 |
145
+ | No log | 1.7736 | 188 | 0.7166 | 0.4553 | 0.7166 | 0.8465 |
146
+ | No log | 1.7925 | 190 | 0.8061 | 0.4604 | 0.8061 | 0.8979 |
147
+ | No log | 1.8113 | 192 | 0.6945 | 0.4339 | 0.6945 | 0.8334 |
148
+ | No log | 1.8302 | 194 | 0.6635 | 0.4637 | 0.6635 | 0.8146 |
149
+ | No log | 1.8491 | 196 | 0.9174 | 0.3631 | 0.9174 | 0.9578 |
150
+ | No log | 1.8679 | 198 | 0.9397 | 0.3575 | 0.9397 | 0.9694 |
151
+ | No log | 1.8868 | 200 | 0.7229 | 0.4533 | 0.7229 | 0.8502 |
152
+ | No log | 1.9057 | 202 | 0.6045 | 0.4490 | 0.6045 | 0.7775 |
153
+ | No log | 1.9245 | 204 | 0.7507 | 0.4766 | 0.7507 | 0.8664 |
154
+ | No log | 1.9434 | 206 | 0.9186 | 0.4285 | 0.9186 | 0.9584 |
155
+ | No log | 1.9623 | 208 | 0.8012 | 0.4775 | 0.8012 | 0.8951 |
156
+ | No log | 1.9811 | 210 | 0.6235 | 0.5227 | 0.6235 | 0.7896 |
157
+ | No log | 2.0 | 212 | 0.5971 | 0.4185 | 0.5971 | 0.7727 |
158
+ | No log | 2.0189 | 214 | 0.7121 | 0.4157 | 0.7121 | 0.8438 |
159
+ | No log | 2.0377 | 216 | 0.7290 | 0.4001 | 0.7290 | 0.8538 |
160
+ | No log | 2.0566 | 218 | 0.6394 | 0.4100 | 0.6394 | 0.7996 |
161
+ | No log | 2.0755 | 220 | 0.5967 | 0.4808 | 0.5967 | 0.7725 |
162
+ | No log | 2.0943 | 222 | 0.7219 | 0.5085 | 0.7219 | 0.8497 |
163
+ | No log | 2.1132 | 224 | 0.8342 | 0.4915 | 0.8342 | 0.9133 |
164
+ | No log | 2.1321 | 226 | 0.7616 | 0.5241 | 0.7616 | 0.8727 |
165
+ | No log | 2.1509 | 228 | 0.6363 | 0.4728 | 0.6363 | 0.7977 |
166
+ | No log | 2.1698 | 230 | 0.6188 | 0.3978 | 0.6188 | 0.7867 |
167
+ | No log | 2.1887 | 232 | 0.6178 | 0.3970 | 0.6178 | 0.7860 |
168
+ | No log | 2.2075 | 234 | 0.6640 | 0.5090 | 0.6640 | 0.8149 |
169
+ | No log | 2.2264 | 236 | 0.7720 | 0.4919 | 0.7720 | 0.8786 |
170
+ | No log | 2.2453 | 238 | 0.7819 | 0.4852 | 0.7819 | 0.8842 |
171
+ | No log | 2.2642 | 240 | 0.7530 | 0.5055 | 0.7530 | 0.8677 |
172
+ | No log | 2.2830 | 242 | 0.6920 | 0.4934 | 0.6920 | 0.8318 |
173
+ | No log | 2.3019 | 244 | 0.6617 | 0.4410 | 0.6617 | 0.8134 |
174
+ | No log | 2.3208 | 246 | 0.6793 | 0.4894 | 0.6793 | 0.8242 |
175
+ | No log | 2.3396 | 248 | 0.6864 | 0.4891 | 0.6864 | 0.8285 |
176
+ | No log | 2.3585 | 250 | 0.6715 | 0.4680 | 0.6715 | 0.8195 |
177
+ | No log | 2.3774 | 252 | 0.6708 | 0.4866 | 0.6708 | 0.8190 |
178
+ | No log | 2.3962 | 254 | 0.6697 | 0.4850 | 0.6697 | 0.8183 |
179
+ | No log | 2.4151 | 256 | 0.6507 | 0.4862 | 0.6507 | 0.8067 |
180
+ | No log | 2.4340 | 258 | 0.6623 | 0.4794 | 0.6623 | 0.8138 |
181
+ | No log | 2.4528 | 260 | 0.7100 | 0.4987 | 0.7100 | 0.8426 |
182
+ | No log | 2.4717 | 262 | 0.6941 | 0.5026 | 0.6941 | 0.8331 |
183
+ | No log | 2.4906 | 264 | 0.6307 | 0.4545 | 0.6307 | 0.7942 |
184
+ | No log | 2.5094 | 266 | 0.6610 | 0.4178 | 0.6610 | 0.8130 |
185
+ | No log | 2.5283 | 268 | 0.6932 | 0.4064 | 0.6932 | 0.8326 |
186
+ | No log | 2.5472 | 270 | 0.6691 | 0.4178 | 0.6691 | 0.8180 |
187
+ | No log | 2.5660 | 272 | 0.6565 | 0.4676 | 0.6565 | 0.8103 |
188
+ | No log | 2.5849 | 274 | 0.7164 | 0.4913 | 0.7164 | 0.8464 |
189
+ | No log | 2.6038 | 276 | 0.7548 | 0.4728 | 0.7548 | 0.8688 |
190
+ | No log | 2.6226 | 278 | 0.7423 | 0.4870 | 0.7423 | 0.8616 |
191
+ | No log | 2.6415 | 280 | 0.7096 | 0.4972 | 0.7096 | 0.8424 |
192
+ | No log | 2.6604 | 282 | 0.6697 | 0.4311 | 0.6697 | 0.8184 |
193
+ | No log | 2.6792 | 284 | 0.6494 | 0.4429 | 0.6494 | 0.8059 |
194
+ | No log | 2.6981 | 286 | 0.6582 | 0.4559 | 0.6582 | 0.8113 |
195
+ | No log | 2.7170 | 288 | 0.7197 | 0.4842 | 0.7197 | 0.8483 |
196
+ | No log | 2.7358 | 290 | 0.8058 | 0.4957 | 0.8058 | 0.8977 |
197
+ | No log | 2.7547 | 292 | 0.7809 | 0.4829 | 0.7809 | 0.8837 |
198
+ | No log | 2.7736 | 294 | 0.6605 | 0.5398 | 0.6605 | 0.8127 |
199
+ | No log | 2.7925 | 296 | 0.5842 | 0.4344 | 0.5842 | 0.7644 |
200
+ | No log | 2.8113 | 298 | 0.5820 | 0.4412 | 0.5820 | 0.7629 |
201
+ | No log | 2.8302 | 300 | 0.5974 | 0.4370 | 0.5974 | 0.7729 |
202
+ | No log | 2.8491 | 302 | 0.6344 | 0.4484 | 0.6344 | 0.7965 |
203
+ | No log | 2.8679 | 304 | 0.6477 | 0.4435 | 0.6477 | 0.8048 |
204
+ | No log | 2.8868 | 306 | 0.6471 | 0.4835 | 0.6471 | 0.8045 |
205
+ | No log | 2.9057 | 308 | 0.6586 | 0.5039 | 0.6586 | 0.8116 |
206
+ | No log | 2.9245 | 310 | 0.6850 | 0.4437 | 0.6850 | 0.8276 |
207
+ | No log | 2.9434 | 312 | 0.7855 | 0.4285 | 0.7855 | 0.8863 |
208
+ | No log | 2.9623 | 314 | 0.7990 | 0.3986 | 0.7990 | 0.8939 |
209
+ | No log | 2.9811 | 316 | 0.7379 | 0.4352 | 0.7379 | 0.8590 |
210
+ | No log | 3.0 | 318 | 0.7002 | 0.5373 | 0.7002 | 0.8368 |
211
+ | No log | 3.0189 | 320 | 0.6763 | 0.5573 | 0.6763 | 0.8224 |
212
+ | No log | 3.0377 | 322 | 0.6508 | 0.4957 | 0.6508 | 0.8067 |
213
+ | No log | 3.0566 | 324 | 0.6588 | 0.3902 | 0.6588 | 0.8116 |
214
+ | No log | 3.0755 | 326 | 0.7627 | 0.4229 | 0.7627 | 0.8733 |
215
+ | No log | 3.0943 | 328 | 0.7925 | 0.4287 | 0.7925 | 0.8902 |
216
+ | No log | 3.1132 | 330 | 0.6847 | 0.3982 | 0.6847 | 0.8275 |
217
+ | No log | 3.1321 | 332 | 0.5926 | 0.4345 | 0.5926 | 0.7698 |
218
+ | No log | 3.1509 | 334 | 0.6063 | 0.4934 | 0.6063 | 0.7787 |
219
+ | No log | 3.1698 | 336 | 0.6325 | 0.4717 | 0.6325 | 0.7953 |
220
+ | No log | 3.1887 | 338 | 0.6092 | 0.4792 | 0.6092 | 0.7805 |
221
+ | No log | 3.2075 | 340 | 0.5799 | 0.4882 | 0.5799 | 0.7615 |
222
+ | No log | 3.2264 | 342 | 0.5745 | 0.4185 | 0.5745 | 0.7580 |
223
+ | No log | 3.2453 | 344 | 0.5781 | 0.4414 | 0.5781 | 0.7603 |
224
+ | No log | 3.2642 | 346 | 0.5808 | 0.5363 | 0.5808 | 0.7621 |
225
+ | No log | 3.2830 | 348 | 0.6059 | 0.4930 | 0.6059 | 0.7784 |
226
+ | No log | 3.3019 | 350 | 0.6305 | 0.5033 | 0.6305 | 0.7940 |
227
+ | No log | 3.3208 | 352 | 0.6547 | 0.5208 | 0.6547 | 0.8091 |
228
+ | No log | 3.3396 | 354 | 0.6341 | 0.4985 | 0.6341 | 0.7963 |
229
+ | No log | 3.3585 | 356 | 0.6285 | 0.5035 | 0.6285 | 0.7928 |
230
+ | No log | 3.3774 | 358 | 0.6041 | 0.4446 | 0.6041 | 0.7773 |
231
+ | No log | 3.3962 | 360 | 0.6036 | 0.4073 | 0.6036 | 0.7769 |
232
+ | No log | 3.4151 | 362 | 0.6129 | 0.3415 | 0.6129 | 0.7829 |
233
+ | No log | 3.4340 | 364 | 0.6051 | 0.3905 | 0.6051 | 0.7779 |
234
+ | No log | 3.4528 | 366 | 0.6180 | 0.4648 | 0.6180 | 0.7861 |
235
+ | No log | 3.4717 | 368 | 0.6256 | 0.4999 | 0.6256 | 0.7909 |
236
+ | No log | 3.4906 | 370 | 0.5945 | 0.4998 | 0.5945 | 0.7710 |
237
+ | No log | 3.5094 | 372 | 0.5911 | 0.3562 | 0.5911 | 0.7688 |
238
+ | No log | 3.5283 | 374 | 0.5910 | 0.3212 | 0.5910 | 0.7688 |
239
+ | No log | 3.5472 | 376 | 0.5940 | 0.3796 | 0.5940 | 0.7707 |
240
+ | No log | 3.5660 | 378 | 0.6145 | 0.4370 | 0.6145 | 0.7839 |
241
+ | No log | 3.5849 | 380 | 0.6265 | 0.4267 | 0.6265 | 0.7915 |
242
+ | No log | 3.6038 | 382 | 0.6196 | 0.4002 | 0.6196 | 0.7872 |
243
+ | No log | 3.6226 | 384 | 0.6325 | 0.4015 | 0.6325 | 0.7953 |
244
+ | No log | 3.6415 | 386 | 0.7229 | 0.4201 | 0.7229 | 0.8502 |
245
+ | No log | 3.6604 | 388 | 0.8653 | 0.3904 | 0.8653 | 0.9302 |
246
+ | No log | 3.6792 | 390 | 0.8636 | 0.3855 | 0.8636 | 0.9293 |
247
+ | No log | 3.6981 | 392 | 0.7432 | 0.3918 | 0.7432 | 0.8621 |
248
+ | No log | 3.7170 | 394 | 0.6696 | 0.5158 | 0.6696 | 0.8183 |
249
+ | No log | 3.7358 | 396 | 0.6952 | 0.4691 | 0.6952 | 0.8338 |
250
+ | No log | 3.7547 | 398 | 0.7667 | 0.4745 | 0.7667 | 0.8756 |
251
+ | No log | 3.7736 | 400 | 0.8142 | 0.4453 | 0.8142 | 0.9024 |
252
+ | No log | 3.7925 | 402 | 0.7484 | 0.4745 | 0.7484 | 0.8651 |
253
+ | No log | 3.8113 | 404 | 0.6647 | 0.4712 | 0.6647 | 0.8153 |
254
+ | No log | 3.8302 | 406 | 0.6383 | 0.3866 | 0.6383 | 0.7989 |
255
+ | No log | 3.8491 | 408 | 0.6440 | 0.3453 | 0.6440 | 0.8025 |
256
+ | No log | 3.8679 | 410 | 0.6758 | 0.3858 | 0.6758 | 0.8221 |
257
+ | No log | 3.8868 | 412 | 0.7073 | 0.4117 | 0.7073 | 0.8410 |
258
+ | No log | 3.9057 | 414 | 0.7047 | 0.4490 | 0.7047 | 0.8395 |
259
+ | No log | 3.9245 | 416 | 0.7153 | 0.4634 | 0.7153 | 0.8457 |
260
+ | No log | 3.9434 | 418 | 0.7180 | 0.4609 | 0.7180 | 0.8473 |
261
+ | No log | 3.9623 | 420 | 0.7042 | 0.4797 | 0.7042 | 0.8391 |
262
+ | No log | 3.9811 | 422 | 0.6792 | 0.5140 | 0.6792 | 0.8241 |
263
+ | No log | 4.0 | 424 | 0.6364 | 0.4686 | 0.6364 | 0.7978 |
264
+ | No log | 4.0189 | 426 | 0.6154 | 0.4538 | 0.6154 | 0.7844 |
265
+ | No log | 4.0377 | 428 | 0.6090 | 0.4902 | 0.6090 | 0.7804 |
266
+ | No log | 4.0566 | 430 | 0.6221 | 0.4772 | 0.6221 | 0.7887 |
267
+ | No log | 4.0755 | 432 | 0.6297 | 0.4972 | 0.6297 | 0.7935 |
268
+ | No log | 4.0943 | 434 | 0.6368 | 0.4893 | 0.6368 | 0.7980 |
269
+ | No log | 4.1132 | 436 | 0.6553 | 0.5038 | 0.6553 | 0.8095 |
270
+ | No log | 4.1321 | 438 | 0.6616 | 0.4741 | 0.6616 | 0.8134 |
271
+ | No log | 4.1509 | 440 | 0.6539 | 0.4700 | 0.6539 | 0.8086 |
272
+ | No log | 4.1698 | 442 | 0.6751 | 0.5215 | 0.6751 | 0.8217 |
273
+ | No log | 4.1887 | 444 | 0.6870 | 0.5177 | 0.6870 | 0.8289 |
274
+ | No log | 4.2075 | 446 | 0.6896 | 0.5074 | 0.6896 | 0.8304 |
275
+ | No log | 4.2264 | 448 | 0.6839 | 0.5197 | 0.6839 | 0.8270 |
276
+ | No log | 4.2453 | 450 | 0.6775 | 0.5175 | 0.6775 | 0.8231 |
277
+ | No log | 4.2642 | 452 | 0.6566 | 0.5404 | 0.6566 | 0.8103 |
278
+ | No log | 4.2830 | 454 | 0.6231 | 0.5384 | 0.6231 | 0.7893 |
279
+ | No log | 4.3019 | 456 | 0.5951 | 0.4708 | 0.5951 | 0.7714 |
280
+ | No log | 4.3208 | 458 | 0.5857 | 0.4298 | 0.5857 | 0.7653 |
281
+ | No log | 4.3396 | 460 | 0.6203 | 0.3799 | 0.6203 | 0.7876 |
282
+ | No log | 4.3585 | 462 | 0.6411 | 0.3788 | 0.6411 | 0.8007 |
283
+ | No log | 4.3774 | 464 | 0.6581 | 0.3884 | 0.6581 | 0.8112 |
284
+ | No log | 4.3962 | 466 | 0.6402 | 0.4186 | 0.6402 | 0.8001 |
285
+ | No log | 4.4151 | 468 | 0.6291 | 0.4649 | 0.6291 | 0.7931 |
286
+ | No log | 4.4340 | 470 | 0.6279 | 0.4756 | 0.6279 | 0.7924 |
287
+ | No log | 4.4528 | 472 | 0.6322 | 0.4878 | 0.6322 | 0.7951 |
288
+ | No log | 4.4717 | 474 | 0.6641 | 0.4239 | 0.6641 | 0.8149 |
289
+ | No log | 4.4906 | 476 | 0.7157 | 0.4039 | 0.7157 | 0.8460 |
290
+ | No log | 4.5094 | 478 | 0.6987 | 0.4245 | 0.6987 | 0.8359 |
291
+ | No log | 4.5283 | 480 | 0.6286 | 0.3991 | 0.6286 | 0.7928 |
292
+ | No log | 4.5472 | 482 | 0.6065 | 0.4108 | 0.6065 | 0.7788 |
293
+ | No log | 4.5660 | 484 | 0.6140 | 0.4866 | 0.6140 | 0.7836 |
294
+ | No log | 4.5849 | 486 | 0.6091 | 0.4748 | 0.6091 | 0.7805 |
295
+ | No log | 4.6038 | 488 | 0.5995 | 0.4078 | 0.5995 | 0.7743 |
296
+ | No log | 4.6226 | 490 | 0.6137 | 0.3396 | 0.6137 | 0.7834 |
297
+ | No log | 4.6415 | 492 | 0.6295 | 0.3580 | 0.6295 | 0.7934 |
298
+ | No log | 4.6604 | 494 | 0.6263 | 0.3624 | 0.6263 | 0.7914 |
299
+ | No log | 4.6792 | 496 | 0.6390 | 0.3594 | 0.6390 | 0.7994 |
300
+ | No log | 4.6981 | 498 | 0.6142 | 0.3959 | 0.6142 | 0.7837 |
301
+ | 0.4402 | 4.7170 | 500 | 0.6138 | 0.4307 | 0.6138 | 0.7834 |
302
+ | 0.4402 | 4.7358 | 502 | 0.6346 | 0.3598 | 0.6346 | 0.7966 |
303
+ | 0.4402 | 4.7547 | 504 | 0.6983 | 0.3706 | 0.6983 | 0.8356 |
304
+ | 0.4402 | 4.7736 | 506 | 0.7812 | 0.3168 | 0.7812 | 0.8839 |
305
+ | 0.4402 | 4.7925 | 508 | 0.8082 | 0.3312 | 0.8082 | 0.8990 |
306
+ | 0.4402 | 4.8113 | 510 | 0.7490 | 0.3708 | 0.7490 | 0.8654 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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308
 
309
  ### Framework versions