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ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k19_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_run1_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_run1_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: 0.6184
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- - Qwk: 0.5294
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- - Mse: 0.6184
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- - Rmse: 0.7864
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  ## Model description
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@@ -49,268 +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 | 0.0211 | 2 | 4.1288 | -0.0315 | 4.1288 | 2.0319 |
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- | No log | 0.0421 | 4 | 2.5185 | 0.0426 | 2.5185 | 1.5870 |
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- | No log | 0.0632 | 6 | 1.4666 | 0.1104 | 1.4666 | 1.2110 |
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- | No log | 0.0842 | 8 | 1.0851 | -0.0178 | 1.0851 | 1.0417 |
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- | No log | 0.1053 | 10 | 0.8797 | 0.0974 | 0.8797 | 0.9379 |
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- | No log | 0.1263 | 12 | 0.9451 | 0.0093 | 0.9451 | 0.9722 |
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- | No log | 0.1474 | 14 | 1.4534 | 0.0302 | 1.4534 | 1.2056 |
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- | No log | 0.1684 | 16 | 2.0478 | 0.0673 | 2.0478 | 1.4310 |
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- | No log | 0.1895 | 18 | 1.7795 | 0.0425 | 1.7795 | 1.3340 |
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- | No log | 0.2105 | 20 | 1.2998 | 0.0208 | 1.2998 | 1.1401 |
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- | No log | 0.2316 | 22 | 0.9965 | 0.0836 | 0.9965 | 0.9983 |
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- | No log | 0.2526 | 24 | 0.9233 | 0.1067 | 0.9233 | 0.9609 |
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- | No log | 0.2737 | 26 | 0.9016 | 0.0955 | 0.9016 | 0.9495 |
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- | No log | 0.2947 | 28 | 0.7589 | 0.2702 | 0.7589 | 0.8711 |
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- | No log | 0.3158 | 30 | 0.7519 | 0.2637 | 0.7519 | 0.8671 |
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- | No log | 0.3368 | 32 | 0.8252 | 0.1152 | 0.8252 | 0.9084 |
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- | No log | 0.3579 | 34 | 0.8629 | 0.1225 | 0.8629 | 0.9289 |
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- | No log | 0.3789 | 36 | 0.7928 | 0.1505 | 0.7928 | 0.8904 |
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- | No log | 0.4 | 38 | 0.7374 | 0.2376 | 0.7374 | 0.8587 |
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- | No log | 0.4211 | 40 | 0.8696 | 0.0914 | 0.8696 | 0.9325 |
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- | No log | 0.4421 | 42 | 0.8435 | 0.1149 | 0.8435 | 0.9184 |
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- | No log | 0.4632 | 44 | 0.8571 | 0.1489 | 0.8571 | 0.9258 |
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- | No log | 0.4842 | 46 | 0.9362 | 0.0903 | 0.9362 | 0.9676 |
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- | No log | 0.5053 | 48 | 1.1060 | 0.0718 | 1.1060 | 1.0517 |
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- | No log | 0.5263 | 50 | 1.0754 | 0.0615 | 1.0754 | 1.0370 |
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- | No log | 0.5474 | 52 | 1.0345 | 0.0769 | 1.0345 | 1.0171 |
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- | No log | 0.5684 | 54 | 1.0350 | 0.0769 | 1.0350 | 1.0173 |
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- | No log | 0.5895 | 56 | 0.9969 | 0.1118 | 0.9969 | 0.9984 |
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- | No log | 0.6105 | 58 | 0.9859 | 0.1416 | 0.9859 | 0.9929 |
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- | No log | 0.6316 | 60 | 0.9304 | 0.1334 | 0.9304 | 0.9646 |
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- | No log | 0.6526 | 62 | 0.7553 | 0.2849 | 0.7553 | 0.8691 |
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- | No log | 0.6737 | 64 | 0.7851 | 0.1643 | 0.7851 | 0.8860 |
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- | No log | 0.6947 | 66 | 0.8097 | 0.1643 | 0.8097 | 0.8999 |
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- | No log | 0.7158 | 68 | 0.7818 | 0.1904 | 0.7818 | 0.8842 |
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- | No log | 0.7368 | 70 | 0.7878 | 0.2766 | 0.7878 | 0.8876 |
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- | No log | 0.7579 | 72 | 0.8239 | 0.2505 | 0.8239 | 0.9077 |
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- | No log | 0.7789 | 74 | 0.8717 | 0.1621 | 0.8717 | 0.9336 |
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- | No log | 0.8 | 76 | 0.7942 | 0.3226 | 0.7942 | 0.8912 |
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- | No log | 0.8211 | 78 | 0.7783 | 0.3385 | 0.7783 | 0.8822 |
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- | No log | 0.8421 | 80 | 0.7546 | 0.2920 | 0.7546 | 0.8687 |
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- | No log | 0.8632 | 82 | 0.7792 | 0.2545 | 0.7792 | 0.8827 |
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- | No log | 0.8842 | 84 | 0.7480 | 0.3243 | 0.7480 | 0.8649 |
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- | No log | 0.9053 | 86 | 0.7029 | 0.2658 | 0.7029 | 0.8384 |
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- | No log | 0.9263 | 88 | 0.7026 | 0.3783 | 0.7026 | 0.8382 |
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- | No log | 0.9474 | 90 | 0.6902 | 0.3564 | 0.6902 | 0.8308 |
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- | No log | 0.9684 | 92 | 0.6650 | 0.3636 | 0.6650 | 0.8155 |
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- | No log | 0.9895 | 94 | 0.7505 | 0.2769 | 0.7505 | 0.8663 |
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- | No log | 1.0105 | 96 | 0.9071 | 0.1912 | 0.9071 | 0.9524 |
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- | No log | 1.0316 | 98 | 0.8257 | 0.1937 | 0.8257 | 0.9087 |
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- | No log | 1.0526 | 100 | 0.6927 | 0.3466 | 0.6927 | 0.8323 |
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- | No log | 1.0737 | 102 | 0.6683 | 0.3612 | 0.6683 | 0.8175 |
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- | No log | 1.0947 | 104 | 0.7382 | 0.3380 | 0.7382 | 0.8592 |
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- | No log | 1.1158 | 106 | 0.9529 | 0.2659 | 0.9529 | 0.9762 |
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- | No log | 1.1368 | 108 | 0.9635 | 0.3044 | 0.9635 | 0.9816 |
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- | No log | 1.1579 | 110 | 0.7591 | 0.3529 | 0.7591 | 0.8713 |
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- | No log | 1.1789 | 112 | 0.6922 | 0.3792 | 0.6922 | 0.8320 |
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- | No log | 1.2 | 114 | 0.7296 | 0.3937 | 0.7296 | 0.8542 |
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- | No log | 1.2211 | 116 | 0.7899 | 0.3672 | 0.7899 | 0.8888 |
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- | No log | 1.2421 | 118 | 0.8106 | 0.3884 | 0.8106 | 0.9003 |
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- | No log | 1.2632 | 120 | 0.7301 | 0.4256 | 0.7301 | 0.8545 |
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- | No log | 1.2842 | 122 | 0.8867 | 0.4489 | 0.8867 | 0.9417 |
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- | No log | 1.3053 | 124 | 0.9356 | 0.4196 | 0.9356 | 0.9673 |
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- | No log | 1.3263 | 126 | 0.8363 | 0.4475 | 0.8363 | 0.9145 |
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- | No log | 1.3474 | 128 | 0.6997 | 0.3396 | 0.6997 | 0.8365 |
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- | No log | 1.3684 | 130 | 0.7186 | 0.3959 | 0.7186 | 0.8477 |
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- | No log | 1.3895 | 132 | 0.7385 | 0.3838 | 0.7385 | 0.8594 |
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- | No log | 1.4105 | 134 | 0.6888 | 0.4018 | 0.6888 | 0.8299 |
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- | No log | 1.4316 | 136 | 0.7473 | 0.4035 | 0.7473 | 0.8644 |
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- | No log | 1.4526 | 138 | 0.9286 | 0.3883 | 0.9286 | 0.9636 |
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- | No log | 1.4737 | 140 | 1.0840 | 0.2961 | 1.0840 | 1.0412 |
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- | No log | 1.4947 | 142 | 0.8336 | 0.3932 | 0.8336 | 0.9130 |
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- | No log | 1.5158 | 144 | 0.7058 | 0.4382 | 0.7058 | 0.8401 |
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- | No log | 1.5368 | 146 | 0.7232 | 0.4489 | 0.7232 | 0.8504 |
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- | No log | 1.5579 | 148 | 0.8145 | 0.3962 | 0.8145 | 0.9025 |
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- | No log | 1.5789 | 150 | 0.8053 | 0.4102 | 0.8053 | 0.8974 |
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- | No log | 1.6 | 152 | 0.7190 | 0.4421 | 0.7190 | 0.8479 |
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- | No log | 1.6211 | 154 | 0.7069 | 0.4567 | 0.7069 | 0.8408 |
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- | No log | 1.6421 | 156 | 0.7192 | 0.4628 | 0.7192 | 0.8481 |
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- | No log | 1.6632 | 158 | 0.9127 | 0.3297 | 0.9127 | 0.9554 |
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- | No log | 1.6842 | 160 | 1.3862 | 0.2134 | 1.3862 | 1.1774 |
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- | No log | 1.7053 | 162 | 1.4692 | 0.2036 | 1.4692 | 1.2121 |
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- | No log | 1.7263 | 164 | 1.0294 | 0.2771 | 1.0294 | 1.0146 |
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- | No log | 1.7474 | 166 | 0.6834 | 0.4687 | 0.6834 | 0.8267 |
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- | No log | 1.7684 | 168 | 0.6539 | 0.4906 | 0.6539 | 0.8086 |
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- | No log | 1.7895 | 170 | 0.6982 | 0.4477 | 0.6982 | 0.8356 |
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- | No log | 1.8105 | 172 | 0.7451 | 0.4087 | 0.7451 | 0.8632 |
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- | No log | 1.8316 | 174 | 0.8036 | 0.4019 | 0.8036 | 0.8965 |
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- | No log | 1.8526 | 176 | 0.8099 | 0.3935 | 0.8099 | 0.8999 |
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- | No log | 1.8737 | 178 | 0.8201 | 0.4115 | 0.8201 | 0.9056 |
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- | No log | 1.8947 | 180 | 0.8681 | 0.4417 | 0.8681 | 0.9317 |
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- | No log | 1.9158 | 182 | 0.8429 | 0.4423 | 0.8429 | 0.9181 |
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- | No log | 1.9368 | 184 | 0.7964 | 0.4683 | 0.7964 | 0.8924 |
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- | No log | 1.9579 | 186 | 0.7728 | 0.4223 | 0.7728 | 0.8791 |
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- | No log | 1.9789 | 188 | 0.8025 | 0.4409 | 0.8025 | 0.8958 |
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- | No log | 2.0 | 190 | 0.8573 | 0.4339 | 0.8573 | 0.9259 |
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- | No log | 2.0211 | 192 | 0.8898 | 0.4230 | 0.8898 | 0.9433 |
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- | No log | 2.0421 | 194 | 0.8453 | 0.4237 | 0.8453 | 0.9194 |
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- | No log | 2.0632 | 196 | 0.7927 | 0.4640 | 0.7927 | 0.8904 |
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- | No log | 2.0842 | 198 | 0.6814 | 0.4616 | 0.6814 | 0.8255 |
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- | No log | 2.1053 | 200 | 0.6805 | 0.3876 | 0.6805 | 0.8249 |
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- | No log | 2.1263 | 202 | 0.7932 | 0.4137 | 0.7932 | 0.8906 |
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- | No log | 2.1474 | 204 | 0.8210 | 0.3537 | 0.8210 | 0.9061 |
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- | No log | 2.1684 | 206 | 0.6529 | 0.4375 | 0.6529 | 0.8080 |
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- | No log | 2.1895 | 208 | 0.5770 | 0.4339 | 0.5770 | 0.7596 |
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- | No log | 2.2105 | 210 | 0.5688 | 0.4584 | 0.5688 | 0.7542 |
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- | No log | 2.2316 | 212 | 0.5937 | 0.4436 | 0.5937 | 0.7705 |
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- | No log | 2.2526 | 214 | 0.6245 | 0.4381 | 0.6245 | 0.7903 |
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- | No log | 2.2737 | 216 | 0.6395 | 0.4528 | 0.6395 | 0.7997 |
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- | No log | 2.2947 | 218 | 0.6386 | 0.4830 | 0.6386 | 0.7991 |
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- | No log | 2.3158 | 220 | 0.6937 | 0.4787 | 0.6937 | 0.8329 |
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- | No log | 2.3368 | 222 | 0.7709 | 0.4437 | 0.7709 | 0.8780 |
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- | No log | 2.3579 | 224 | 0.7213 | 0.3433 | 0.7213 | 0.8493 |
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- | No log | 2.3789 | 226 | 0.6798 | 0.3799 | 0.6798 | 0.8245 |
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- | No log | 2.4 | 228 | 0.6615 | 0.4124 | 0.6615 | 0.8133 |
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- | No log | 2.4211 | 230 | 0.6727 | 0.4200 | 0.6727 | 0.8202 |
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- | No log | 2.4421 | 232 | 0.7324 | 0.3683 | 0.7324 | 0.8558 |
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- | No log | 2.4632 | 234 | 0.6935 | 0.3867 | 0.6935 | 0.8327 |
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- | No log | 2.4842 | 236 | 0.6711 | 0.3579 | 0.6711 | 0.8192 |
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- | No log | 2.5053 | 238 | 0.6323 | 0.4102 | 0.6323 | 0.7952 |
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- | No log | 2.5263 | 240 | 0.6303 | 0.4339 | 0.6303 | 0.7939 |
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- | No log | 2.5474 | 242 | 0.6294 | 0.4273 | 0.6294 | 0.7933 |
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- | No log | 2.5684 | 244 | 0.6716 | 0.3922 | 0.6716 | 0.8195 |
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- | No log | 2.5895 | 246 | 0.8463 | 0.3883 | 0.8463 | 0.9199 |
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- | No log | 2.6105 | 248 | 0.9069 | 0.3402 | 0.9069 | 0.9523 |
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- | No log | 2.6316 | 250 | 0.7418 | 0.4259 | 0.7418 | 0.8613 |
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- | No log | 2.6526 | 252 | 0.6080 | 0.5125 | 0.6080 | 0.7798 |
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- | No log | 2.6737 | 254 | 0.5552 | 0.4465 | 0.5552 | 0.7451 |
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- | No log | 2.6947 | 256 | 0.5867 | 0.4622 | 0.5867 | 0.7660 |
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- | No log | 2.7158 | 258 | 0.6339 | 0.4706 | 0.6339 | 0.7962 |
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- | No log | 2.7368 | 260 | 0.6690 | 0.5044 | 0.6690 | 0.8179 |
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- | No log | 2.7579 | 262 | 0.6825 | 0.5167 | 0.6825 | 0.8261 |
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- | No log | 2.7789 | 264 | 0.6800 | 0.5143 | 0.6800 | 0.8246 |
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- | No log | 2.8 | 266 | 0.6771 | 0.5095 | 0.6771 | 0.8229 |
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- | No log | 2.8211 | 268 | 0.6573 | 0.4622 | 0.6573 | 0.8107 |
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- | No log | 2.8421 | 270 | 0.6588 | 0.4508 | 0.6588 | 0.8116 |
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- | No log | 2.8632 | 272 | 0.6727 | 0.5050 | 0.6727 | 0.8202 |
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- | No log | 2.8842 | 274 | 0.6300 | 0.5274 | 0.6300 | 0.7937 |
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- | No log | 2.9053 | 276 | 0.6290 | 0.5245 | 0.6290 | 0.7931 |
190
- | No log | 2.9263 | 278 | 0.6731 | 0.5580 | 0.6731 | 0.8204 |
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- | No log | 2.9474 | 280 | 0.7603 | 0.4575 | 0.7603 | 0.8720 |
192
- | No log | 2.9684 | 282 | 0.7838 | 0.4346 | 0.7838 | 0.8853 |
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- | No log | 2.9895 | 284 | 0.8229 | 0.4382 | 0.8229 | 0.9072 |
194
- | No log | 3.0105 | 286 | 0.9095 | 0.4388 | 0.9095 | 0.9537 |
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- | No log | 3.0316 | 288 | 0.7786 | 0.4496 | 0.7786 | 0.8824 |
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- | No log | 3.0526 | 290 | 0.6497 | 0.5162 | 0.6497 | 0.8060 |
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- | No log | 3.0737 | 292 | 0.5631 | 0.4890 | 0.5631 | 0.7504 |
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- | No log | 3.0947 | 294 | 0.6116 | 0.4394 | 0.6116 | 0.7820 |
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- | No log | 3.1158 | 296 | 0.6838 | 0.4867 | 0.6838 | 0.8269 |
200
- | No log | 3.1368 | 298 | 0.8232 | 0.4285 | 0.8232 | 0.9073 |
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- | No log | 3.1579 | 300 | 0.8734 | 0.4269 | 0.8734 | 0.9346 |
202
- | No log | 3.1789 | 302 | 0.8150 | 0.4712 | 0.8150 | 0.9028 |
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- | No log | 3.2 | 304 | 0.7405 | 0.5294 | 0.7405 | 0.8605 |
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- | No log | 3.2211 | 306 | 0.6413 | 0.5176 | 0.6413 | 0.8008 |
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- | No log | 3.2421 | 308 | 0.5913 | 0.5348 | 0.5913 | 0.7689 |
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- | No log | 3.2632 | 310 | 0.5907 | 0.5172 | 0.5907 | 0.7686 |
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- | No log | 3.2842 | 312 | 0.6288 | 0.5611 | 0.6288 | 0.7930 |
208
- | No log | 3.3053 | 314 | 0.6425 | 0.5611 | 0.6425 | 0.8015 |
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- | No log | 3.3263 | 316 | 0.6212 | 0.5010 | 0.6212 | 0.7882 |
210
- | No log | 3.3474 | 318 | 0.5935 | 0.4746 | 0.5935 | 0.7704 |
211
- | No log | 3.3684 | 320 | 0.5832 | 0.4311 | 0.5832 | 0.7637 |
212
- | No log | 3.3895 | 322 | 0.5889 | 0.4639 | 0.5889 | 0.7674 |
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- | No log | 3.4105 | 324 | 0.6058 | 0.4984 | 0.6058 | 0.7783 |
214
- | No log | 3.4316 | 326 | 0.6198 | 0.5541 | 0.6198 | 0.7873 |
215
- | No log | 3.4526 | 328 | 0.6251 | 0.5567 | 0.6251 | 0.7906 |
216
- | No log | 3.4737 | 330 | 0.6397 | 0.5262 | 0.6397 | 0.7998 |
217
- | No log | 3.4947 | 332 | 0.6237 | 0.5229 | 0.6237 | 0.7897 |
218
- | No log | 3.5158 | 334 | 0.6148 | 0.5372 | 0.6148 | 0.7841 |
219
- | No log | 3.5368 | 336 | 0.5905 | 0.5330 | 0.5905 | 0.7685 |
220
- | No log | 3.5579 | 338 | 0.5872 | 0.5450 | 0.5872 | 0.7663 |
221
- | No log | 3.5789 | 340 | 0.5686 | 0.5144 | 0.5686 | 0.7541 |
222
- | No log | 3.6 | 342 | 0.5612 | 0.5164 | 0.5612 | 0.7492 |
223
- | No log | 3.6211 | 344 | 0.5621 | 0.5117 | 0.5621 | 0.7497 |
224
- | No log | 3.6421 | 346 | 0.5519 | 0.5587 | 0.5519 | 0.7429 |
225
- | No log | 3.6632 | 348 | 0.5641 | 0.5630 | 0.5641 | 0.7511 |
226
- | No log | 3.6842 | 350 | 0.5928 | 0.6066 | 0.5928 | 0.7699 |
227
- | No log | 3.7053 | 352 | 0.6458 | 0.5173 | 0.6458 | 0.8036 |
228
- | No log | 3.7263 | 354 | 0.7049 | 0.5306 | 0.7049 | 0.8396 |
229
- | No log | 3.7474 | 356 | 0.8000 | 0.4673 | 0.8000 | 0.8944 |
230
- | No log | 3.7684 | 358 | 0.8399 | 0.4433 | 0.8399 | 0.9165 |
231
- | No log | 3.7895 | 360 | 0.7574 | 0.4544 | 0.7574 | 0.8703 |
232
- | No log | 3.8105 | 362 | 0.6814 | 0.5425 | 0.6814 | 0.8255 |
233
- | No log | 3.8316 | 364 | 0.6036 | 0.5189 | 0.6036 | 0.7769 |
234
- | No log | 3.8526 | 366 | 0.5701 | 0.5702 | 0.5701 | 0.7551 |
235
- | No log | 3.8737 | 368 | 0.5851 | 0.5704 | 0.5851 | 0.7649 |
236
- | No log | 3.8947 | 370 | 0.6450 | 0.5595 | 0.6450 | 0.8031 |
237
- | No log | 3.9158 | 372 | 0.7828 | 0.4601 | 0.7828 | 0.8848 |
238
- | No log | 3.9368 | 374 | 0.9965 | 0.3715 | 0.9965 | 0.9983 |
239
- | No log | 3.9579 | 376 | 1.1143 | 0.2836 | 1.1143 | 1.0556 |
240
- | No log | 3.9789 | 378 | 0.9718 | 0.3717 | 0.9718 | 0.9858 |
241
- | No log | 4.0 | 380 | 0.7108 | 0.5453 | 0.7108 | 0.8431 |
242
- | No log | 4.0211 | 382 | 0.5774 | 0.6060 | 0.5774 | 0.7599 |
243
- | No log | 4.0421 | 384 | 0.5570 | 0.5410 | 0.5570 | 0.7463 |
244
- | No log | 4.0632 | 386 | 0.5892 | 0.5333 | 0.5892 | 0.7676 |
245
- | No log | 4.0842 | 388 | 0.6194 | 0.5241 | 0.6194 | 0.7870 |
246
- | No log | 4.1053 | 390 | 0.5920 | 0.5445 | 0.5920 | 0.7694 |
247
- | No log | 4.1263 | 392 | 0.5359 | 0.4936 | 0.5359 | 0.7321 |
248
- | No log | 4.1474 | 394 | 0.5107 | 0.5042 | 0.5107 | 0.7146 |
249
- | No log | 4.1684 | 396 | 0.5163 | 0.5408 | 0.5163 | 0.7185 |
250
- | No log | 4.1895 | 398 | 0.5313 | 0.5989 | 0.5313 | 0.7289 |
251
- | No log | 4.2105 | 400 | 0.5463 | 0.5777 | 0.5463 | 0.7391 |
252
- | No log | 4.2316 | 402 | 0.5665 | 0.5727 | 0.5665 | 0.7527 |
253
- | No log | 4.2526 | 404 | 0.6014 | 0.5768 | 0.6014 | 0.7755 |
254
- | No log | 4.2737 | 406 | 0.6611 | 0.5654 | 0.6611 | 0.8131 |
255
- | No log | 4.2947 | 408 | 0.7154 | 0.5310 | 0.7154 | 0.8458 |
256
- | No log | 4.3158 | 410 | 0.7825 | 0.5006 | 0.7825 | 0.8846 |
257
- | No log | 4.3368 | 412 | 0.8225 | 0.5012 | 0.8225 | 0.9069 |
258
- | No log | 4.3579 | 414 | 0.8351 | 0.4843 | 0.8351 | 0.9139 |
259
- | No log | 4.3789 | 416 | 0.8116 | 0.4926 | 0.8116 | 0.9009 |
260
- | No log | 4.4 | 418 | 0.7569 | 0.4809 | 0.7569 | 0.8700 |
261
- | No log | 4.4211 | 420 | 0.6994 | 0.4849 | 0.6994 | 0.8363 |
262
- | No log | 4.4421 | 422 | 0.6854 | 0.4819 | 0.6854 | 0.8279 |
263
- | No log | 4.4632 | 424 | 0.6971 | 0.5304 | 0.6971 | 0.8349 |
264
- | No log | 4.4842 | 426 | 0.7128 | 0.5651 | 0.7128 | 0.8442 |
265
- | No log | 4.5053 | 428 | 0.7769 | 0.4844 | 0.7769 | 0.8814 |
266
- | No log | 4.5263 | 430 | 0.7936 | 0.4804 | 0.7936 | 0.8909 |
267
- | No log | 4.5474 | 432 | 0.6638 | 0.4739 | 0.6638 | 0.8147 |
268
- | No log | 4.5684 | 434 | 0.6668 | 0.5030 | 0.6668 | 0.8166 |
269
- | No log | 4.5895 | 436 | 0.7087 | 0.5215 | 0.7087 | 0.8418 |
270
- | No log | 4.6105 | 438 | 0.7407 | 0.5156 | 0.7407 | 0.8606 |
271
- | No log | 4.6316 | 440 | 0.7848 | 0.5012 | 0.7848 | 0.8859 |
272
- | No log | 4.6526 | 442 | 0.8081 | 0.5111 | 0.8081 | 0.8989 |
273
- | No log | 4.6737 | 444 | 0.7567 | 0.5024 | 0.7567 | 0.8699 |
274
- | No log | 4.6947 | 446 | 0.6946 | 0.5198 | 0.6946 | 0.8334 |
275
- | No log | 4.7158 | 448 | 0.6577 | 0.5325 | 0.6577 | 0.8110 |
276
- | No log | 4.7368 | 450 | 0.6399 | 0.5614 | 0.6399 | 0.7999 |
277
- | No log | 4.7579 | 452 | 0.6201 | 0.5072 | 0.6201 | 0.7875 |
278
- | No log | 4.7789 | 454 | 0.6461 | 0.5535 | 0.6461 | 0.8038 |
279
- | No log | 4.8 | 456 | 0.6800 | 0.5525 | 0.6800 | 0.8246 |
280
- | No log | 4.8211 | 458 | 0.7090 | 0.5176 | 0.7090 | 0.8420 |
281
- | No log | 4.8421 | 460 | 0.7283 | 0.5149 | 0.7283 | 0.8534 |
282
- | No log | 4.8632 | 462 | 0.7139 | 0.5349 | 0.7139 | 0.8449 |
283
- | No log | 4.8842 | 464 | 0.6622 | 0.5543 | 0.6622 | 0.8138 |
284
- | No log | 4.9053 | 466 | 0.6279 | 0.5405 | 0.6279 | 0.7924 |
285
- | No log | 4.9263 | 468 | 0.6448 | 0.5362 | 0.6448 | 0.8030 |
286
- | No log | 4.9474 | 470 | 0.6874 | 0.5685 | 0.6874 | 0.8291 |
287
- | No log | 4.9684 | 472 | 0.7100 | 0.5745 | 0.7100 | 0.8426 |
288
- | No log | 4.9895 | 474 | 0.7547 | 0.5324 | 0.7547 | 0.8688 |
289
- | No log | 5.0105 | 476 | 0.8040 | 0.5036 | 0.8040 | 0.8967 |
290
- | No log | 5.0316 | 478 | 0.8140 | 0.4906 | 0.8140 | 0.9022 |
291
- | No log | 5.0526 | 480 | 0.7026 | 0.5452 | 0.7026 | 0.8382 |
292
- | No log | 5.0737 | 482 | 0.5995 | 0.5783 | 0.5995 | 0.7743 |
293
- | No log | 5.0947 | 484 | 0.5586 | 0.5276 | 0.5586 | 0.7474 |
294
- | No log | 5.1158 | 486 | 0.5841 | 0.5174 | 0.5841 | 0.7643 |
295
- | No log | 5.1368 | 488 | 0.6294 | 0.5559 | 0.6294 | 0.7933 |
296
- | No log | 5.1579 | 490 | 0.6434 | 0.5541 | 0.6434 | 0.8021 |
297
- | No log | 5.1789 | 492 | 0.6261 | 0.5497 | 0.6261 | 0.7913 |
298
- | No log | 5.2 | 494 | 0.6209 | 0.5519 | 0.6209 | 0.7880 |
299
- | No log | 5.2211 | 496 | 0.6343 | 0.5296 | 0.6343 | 0.7964 |
300
- | No log | 5.2421 | 498 | 0.6715 | 0.5134 | 0.6715 | 0.8195 |
301
- | 0.4009 | 5.2632 | 500 | 0.7082 | 0.5482 | 0.7082 | 0.8416 |
302
- | 0.4009 | 5.2842 | 502 | 0.7507 | 0.5557 | 0.7507 | 0.8664 |
303
- | 0.4009 | 5.3053 | 504 | 0.7417 | 0.5503 | 0.7417 | 0.8612 |
304
- | 0.4009 | 5.3263 | 506 | 0.6898 | 0.5538 | 0.6898 | 0.8306 |
305
- | 0.4009 | 5.3474 | 508 | 0.5998 | 0.5470 | 0.5998 | 0.7745 |
306
- | 0.4009 | 5.3684 | 510 | 0.5250 | 0.5638 | 0.5250 | 0.7246 |
307
- | 0.4009 | 5.3895 | 512 | 0.5114 | 0.5531 | 0.5114 | 0.7151 |
308
- | 0.4009 | 5.4105 | 514 | 0.5244 | 0.5550 | 0.5244 | 0.7241 |
309
- | 0.4009 | 5.4316 | 516 | 0.5475 | 0.5461 | 0.5475 | 0.7399 |
310
- | 0.4009 | 5.4526 | 518 | 0.5598 | 0.5269 | 0.5598 | 0.7482 |
311
- | 0.4009 | 5.4737 | 520 | 0.5705 | 0.4984 | 0.5705 | 0.7553 |
312
- | 0.4009 | 5.4947 | 522 | 0.5705 | 0.5026 | 0.5705 | 0.7553 |
313
- | 0.4009 | 5.5158 | 524 | 0.6184 | 0.5294 | 0.6184 | 0.7864 |
314
 
315
 
316
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run1_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_run1_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: 0.6496
19
+ - Qwk: 0.5093
20
+ - Mse: 0.6496
21
+ - Rmse: 0.8059
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.02 | 2 | 4.1587 | -0.0232 | 4.1587 | 2.0393 |
53
+ | No log | 0.04 | 4 | 1.9922 | 0.0475 | 1.9922 | 1.4114 |
54
+ | No log | 0.06 | 6 | 1.3448 | 0.0107 | 1.3448 | 1.1596 |
55
+ | No log | 0.08 | 8 | 1.0618 | 0.0038 | 1.0618 | 1.0304 |
56
+ | No log | 0.1 | 10 | 1.1816 | -0.1194 | 1.1816 | 1.0870 |
57
+ | No log | 0.12 | 12 | 1.4062 | -0.1269 | 1.4062 | 1.1859 |
58
+ | No log | 0.14 | 14 | 1.0683 | 0.0092 | 1.0683 | 1.0336 |
59
+ | No log | 0.16 | 16 | 0.9267 | 0.2027 | 0.9267 | 0.9627 |
60
+ | No log | 0.18 | 18 | 0.8841 | 0.2237 | 0.8841 | 0.9403 |
61
+ | No log | 0.2 | 20 | 0.9374 | 0.1209 | 0.9374 | 0.9682 |
62
+ | No log | 0.22 | 22 | 0.8632 | 0.2366 | 0.8632 | 0.9291 |
63
+ | No log | 0.24 | 24 | 0.8272 | 0.2097 | 0.8272 | 0.9095 |
64
+ | No log | 0.26 | 26 | 0.8992 | 0.1265 | 0.8992 | 0.9482 |
65
+ | No log | 0.28 | 28 | 0.8495 | 0.2982 | 0.8495 | 0.9217 |
66
+ | No log | 0.3 | 30 | 0.8051 | 0.2469 | 0.8051 | 0.8973 |
67
+ | No log | 0.32 | 32 | 0.7971 | 0.2662 | 0.7971 | 0.8928 |
68
+ | No log | 0.34 | 34 | 0.9799 | 0.1025 | 0.9799 | 0.9899 |
69
+ | No log | 0.36 | 36 | 1.1943 | 0.0628 | 1.1943 | 1.0928 |
70
+ | No log | 0.38 | 38 | 1.1500 | 0.1052 | 1.1500 | 1.0724 |
71
+ | No log | 0.4 | 40 | 0.8574 | 0.2135 | 0.8574 | 0.9259 |
72
+ | No log | 0.42 | 42 | 0.7215 | 0.3276 | 0.7215 | 0.8494 |
73
+ | No log | 0.44 | 44 | 0.8193 | 0.1732 | 0.8193 | 0.9051 |
74
+ | No log | 0.46 | 46 | 0.7448 | 0.2498 | 0.7448 | 0.8630 |
75
+ | No log | 0.48 | 48 | 0.7052 | 0.3361 | 0.7052 | 0.8398 |
76
+ | No log | 0.5 | 50 | 0.8272 | 0.2110 | 0.8272 | 0.9095 |
77
+ | No log | 0.52 | 52 | 0.7759 | 0.3152 | 0.7759 | 0.8808 |
78
+ | No log | 0.54 | 54 | 0.7041 | 0.2923 | 0.7041 | 0.8391 |
79
+ | No log | 0.56 | 56 | 0.7568 | 0.1431 | 0.7568 | 0.8699 |
80
+ | No log | 0.58 | 58 | 0.8821 | 0.0704 | 0.8821 | 0.9392 |
81
+ | No log | 0.6 | 60 | 0.8676 | 0.0784 | 0.8676 | 0.9314 |
82
+ | No log | 0.62 | 62 | 0.7573 | 0.1210 | 0.7573 | 0.8702 |
83
+ | No log | 0.64 | 64 | 0.8333 | 0.2148 | 0.8333 | 0.9128 |
84
+ | No log | 0.66 | 66 | 0.9730 | 0.1186 | 0.9730 | 0.9864 |
85
+ | No log | 0.68 | 68 | 1.0129 | 0.1070 | 1.0129 | 1.0064 |
86
+ | No log | 0.7 | 70 | 0.9322 | 0.1528 | 0.9322 | 0.9655 |
87
+ | No log | 0.72 | 72 | 0.8297 | 0.2085 | 0.8297 | 0.9109 |
88
+ | No log | 0.74 | 74 | 0.7801 | 0.2827 | 0.7801 | 0.8833 |
89
+ | No log | 0.76 | 76 | 0.7419 | 0.2834 | 0.7419 | 0.8613 |
90
+ | No log | 0.78 | 78 | 0.7310 | 0.2253 | 0.7310 | 0.8550 |
91
+ | No log | 0.8 | 80 | 0.7332 | 0.2237 | 0.7332 | 0.8562 |
92
+ | No log | 0.82 | 82 | 0.7369 | 0.2859 | 0.7369 | 0.8584 |
93
+ | No log | 0.84 | 84 | 0.7248 | 0.3319 | 0.7248 | 0.8514 |
94
+ | No log | 0.86 | 86 | 0.7744 | 0.2787 | 0.7744 | 0.8800 |
95
+ | No log | 0.88 | 88 | 0.7629 | 0.2831 | 0.7629 | 0.8735 |
96
+ | No log | 0.9 | 90 | 0.7132 | 0.4879 | 0.7132 | 0.8445 |
97
+ | No log | 0.92 | 92 | 0.7347 | 0.4955 | 0.7347 | 0.8571 |
98
+ | No log | 0.94 | 94 | 0.7026 | 0.5012 | 0.7026 | 0.8382 |
99
+ | No log | 0.96 | 96 | 0.6880 | 0.4965 | 0.6880 | 0.8295 |
100
+ | No log | 0.98 | 98 | 0.6889 | 0.5159 | 0.6889 | 0.8300 |
101
+ | No log | 1.0 | 100 | 0.8050 | 0.4173 | 0.8050 | 0.8972 |
102
+ | No log | 1.02 | 102 | 0.9470 | 0.3643 | 0.9470 | 0.9731 |
103
+ | No log | 1.04 | 104 | 1.0043 | 0.3456 | 1.0043 | 1.0021 |
104
+ | No log | 1.06 | 106 | 0.7540 | 0.4100 | 0.7540 | 0.8683 |
105
+ | No log | 1.08 | 108 | 0.6892 | 0.4426 | 0.6892 | 0.8302 |
106
+ | No log | 1.1 | 110 | 0.7383 | 0.4192 | 0.7383 | 0.8593 |
107
+ | No log | 1.12 | 112 | 0.7766 | 0.3989 | 0.7766 | 0.8813 |
108
+ | No log | 1.1400 | 114 | 0.8093 | 0.3821 | 0.8093 | 0.8996 |
109
+ | No log | 1.16 | 116 | 0.8138 | 0.4334 | 0.8138 | 0.9021 |
110
+ | No log | 1.18 | 118 | 0.9039 | 0.3954 | 0.9039 | 0.9507 |
111
+ | No log | 1.2 | 120 | 0.9803 | 0.3563 | 0.9803 | 0.9901 |
112
+ | No log | 1.22 | 122 | 0.8824 | 0.4841 | 0.8824 | 0.9394 |
113
+ | No log | 1.24 | 124 | 0.7652 | 0.4971 | 0.7652 | 0.8747 |
114
+ | No log | 1.26 | 126 | 0.8030 | 0.4382 | 0.8030 | 0.8961 |
115
+ | No log | 1.28 | 128 | 0.7681 | 0.4044 | 0.7681 | 0.8764 |
116
+ | No log | 1.3 | 130 | 0.7967 | 0.4496 | 0.7967 | 0.8926 |
117
+ | No log | 1.32 | 132 | 0.7290 | 0.4245 | 0.7290 | 0.8538 |
118
+ | No log | 1.34 | 134 | 0.7227 | 0.3984 | 0.7227 | 0.8501 |
119
+ | No log | 1.3600 | 136 | 0.7839 | 0.3832 | 0.7839 | 0.8854 |
120
+ | No log | 1.38 | 138 | 0.8621 | 0.3604 | 0.8621 | 0.9285 |
121
+ | No log | 1.4 | 140 | 0.7481 | 0.3592 | 0.7481 | 0.8650 |
122
+ | No log | 1.42 | 142 | 1.0943 | 0.2856 | 1.0943 | 1.0461 |
123
+ | No log | 1.44 | 144 | 1.0866 | 0.2658 | 1.0866 | 1.0424 |
124
+ | No log | 1.46 | 146 | 0.7458 | 0.3238 | 0.7458 | 0.8636 |
125
+ | No log | 1.48 | 148 | 0.7603 | 0.3880 | 0.7603 | 0.8719 |
126
+ | No log | 1.5 | 150 | 0.7323 | 0.3888 | 0.7323 | 0.8557 |
127
+ | No log | 1.52 | 152 | 0.7189 | 0.4023 | 0.7189 | 0.8479 |
128
+ | No log | 1.54 | 154 | 0.7487 | 0.3944 | 0.7487 | 0.8653 |
129
+ | No log | 1.56 | 156 | 0.6687 | 0.4244 | 0.6687 | 0.8177 |
130
+ | No log | 1.58 | 158 | 0.6963 | 0.4631 | 0.6963 | 0.8345 |
131
+ | No log | 1.6 | 160 | 0.7107 | 0.5443 | 0.7107 | 0.8431 |
132
+ | No log | 1.62 | 162 | 0.8274 | 0.4334 | 0.8274 | 0.9096 |
133
+ | No log | 1.6400 | 164 | 1.0123 | 0.3878 | 1.0123 | 1.0061 |
134
+ | No log | 1.6600 | 166 | 0.9420 | 0.4096 | 0.9420 | 0.9706 |
135
+ | No log | 1.6800 | 168 | 0.7719 | 0.4575 | 0.7719 | 0.8786 |
136
+ | No log | 1.7 | 170 | 0.7772 | 0.5399 | 0.7772 | 0.8816 |
137
+ | No log | 1.72 | 172 | 0.7682 | 0.5534 | 0.7682 | 0.8765 |
138
+ | No log | 1.74 | 174 | 0.8171 | 0.4542 | 0.8171 | 0.9039 |
139
+ | No log | 1.76 | 176 | 0.9070 | 0.4239 | 0.9070 | 0.9523 |
140
+ | No log | 1.78 | 178 | 0.7991 | 0.4606 | 0.7991 | 0.8939 |
141
+ | No log | 1.8 | 180 | 0.7140 | 0.5648 | 0.7140 | 0.8450 |
142
+ | No log | 1.8200 | 182 | 0.7983 | 0.5117 | 0.7983 | 0.8935 |
143
+ | No log | 1.8400 | 184 | 0.7324 | 0.5305 | 0.7324 | 0.8558 |
144
+ | No log | 1.8600 | 186 | 0.6537 | 0.5443 | 0.6537 | 0.8085 |
145
+ | No log | 1.88 | 188 | 0.7053 | 0.4487 | 0.7053 | 0.8398 |
146
+ | No log | 1.9 | 190 | 0.7653 | 0.4382 | 0.7653 | 0.8748 |
147
+ | No log | 1.92 | 192 | 0.7197 | 0.4459 | 0.7197 | 0.8484 |
148
+ | No log | 1.94 | 194 | 0.6705 | 0.5071 | 0.6705 | 0.8188 |
149
+ | No log | 1.96 | 196 | 0.6542 | 0.4885 | 0.6542 | 0.8088 |
150
+ | No log | 1.98 | 198 | 0.6744 | 0.4611 | 0.6744 | 0.8212 |
151
+ | No log | 2.0 | 200 | 0.7076 | 0.5183 | 0.7076 | 0.8412 |
152
+ | No log | 2.02 | 202 | 0.7302 | 0.5246 | 0.7302 | 0.8545 |
153
+ | No log | 2.04 | 204 | 0.7040 | 0.4925 | 0.7040 | 0.8390 |
154
+ | No log | 2.06 | 206 | 0.6884 | 0.4575 | 0.6884 | 0.8297 |
155
+ | No log | 2.08 | 208 | 0.7344 | 0.4690 | 0.7344 | 0.8570 |
156
+ | No log | 2.1 | 210 | 0.7793 | 0.3925 | 0.7793 | 0.8828 |
157
+ | No log | 2.12 | 212 | 0.6962 | 0.4573 | 0.6962 | 0.8344 |
158
+ | No log | 2.14 | 214 | 0.6763 | 0.4130 | 0.6763 | 0.8224 |
159
+ | No log | 2.16 | 216 | 0.7646 | 0.4007 | 0.7646 | 0.8744 |
160
+ | No log | 2.18 | 218 | 0.8488 | 0.3334 | 0.8488 | 0.9213 |
161
+ | No log | 2.2 | 220 | 0.7077 | 0.3685 | 0.7077 | 0.8412 |
162
+ | No log | 2.22 | 222 | 0.7163 | 0.3659 | 0.7163 | 0.8464 |
163
+ | No log | 2.24 | 224 | 0.6758 | 0.3760 | 0.6758 | 0.8221 |
164
+ | No log | 2.26 | 226 | 0.7164 | 0.4135 | 0.7164 | 0.8464 |
165
+ | No log | 2.2800 | 228 | 0.7954 | 0.3695 | 0.7954 | 0.8919 |
166
+ | No log | 2.3 | 230 | 0.7106 | 0.4359 | 0.7106 | 0.8430 |
167
+ | No log | 2.32 | 232 | 0.6221 | 0.4653 | 0.6221 | 0.7887 |
168
+ | No log | 2.34 | 234 | 0.6158 | 0.4737 | 0.6158 | 0.7847 |
169
+ | No log | 2.36 | 236 | 0.6431 | 0.4759 | 0.6431 | 0.8019 |
170
+ | No log | 2.38 | 238 | 0.6557 | 0.4891 | 0.6557 | 0.8097 |
171
+ | No log | 2.4 | 240 | 0.6321 | 0.4857 | 0.6321 | 0.7950 |
172
+ | No log | 2.42 | 242 | 0.6517 | 0.4506 | 0.6517 | 0.8073 |
173
+ | No log | 2.44 | 244 | 0.6738 | 0.4986 | 0.6738 | 0.8209 |
174
+ | No log | 2.46 | 246 | 0.6866 | 0.5044 | 0.6866 | 0.8286 |
175
+ | No log | 2.48 | 248 | 0.6869 | 0.5101 | 0.6869 | 0.8288 |
176
+ | No log | 2.5 | 250 | 0.6638 | 0.5063 | 0.6638 | 0.8147 |
177
+ | No log | 2.52 | 252 | 0.7404 | 0.4906 | 0.7404 | 0.8604 |
178
+ | No log | 2.54 | 254 | 0.7091 | 0.4639 | 0.7091 | 0.8421 |
179
+ | No log | 2.56 | 256 | 0.6136 | 0.5150 | 0.6136 | 0.7833 |
180
+ | No log | 2.58 | 258 | 0.6537 | 0.4980 | 0.6537 | 0.8085 |
181
+ | No log | 2.6 | 260 | 0.6313 | 0.4783 | 0.6313 | 0.7945 |
182
+ | No log | 2.62 | 262 | 0.6440 | 0.4978 | 0.6440 | 0.8025 |
183
+ | No log | 2.64 | 264 | 0.6800 | 0.4650 | 0.6800 | 0.8246 |
184
+ | No log | 2.66 | 266 | 0.7124 | 0.4837 | 0.7124 | 0.8440 |
185
+ | No log | 2.68 | 268 | 0.7398 | 0.4514 | 0.7398 | 0.8601 |
186
+ | No log | 2.7 | 270 | 0.7582 | 0.4625 | 0.7582 | 0.8708 |
187
+ | No log | 2.7200 | 272 | 0.7878 | 0.4625 | 0.7878 | 0.8876 |
188
+ | No log | 2.74 | 274 | 0.8279 | 0.4399 | 0.8279 | 0.9099 |
189
+ | No log | 2.76 | 276 | 0.8957 | 0.3608 | 0.8957 | 0.9464 |
190
+ | No log | 2.7800 | 278 | 0.9242 | 0.3613 | 0.9242 | 0.9614 |
191
+ | No log | 2.8 | 280 | 1.1036 | 0.3400 | 1.1036 | 1.0505 |
192
+ | No log | 2.82 | 282 | 1.0397 | 0.3142 | 1.0397 | 1.0197 |
193
+ | No log | 2.84 | 284 | 0.7932 | 0.4304 | 0.7932 | 0.8906 |
194
+ | No log | 2.86 | 286 | 0.6950 | 0.4453 | 0.6950 | 0.8337 |
195
+ | No log | 2.88 | 288 | 0.6994 | 0.4558 | 0.6994 | 0.8363 |
196
+ | No log | 2.9 | 290 | 0.7853 | 0.3935 | 0.7853 | 0.8862 |
197
+ | No log | 2.92 | 292 | 0.8670 | 0.4239 | 0.8670 | 0.9311 |
198
+ | No log | 2.94 | 294 | 0.7880 | 0.4698 | 0.7880 | 0.8877 |
199
+ | No log | 2.96 | 296 | 0.6993 | 0.4974 | 0.6993 | 0.8362 |
200
+ | No log | 2.98 | 298 | 0.7275 | 0.4514 | 0.7275 | 0.8529 |
201
+ | No log | 3.0 | 300 | 0.7054 | 0.4675 | 0.7054 | 0.8399 |
202
+ | No log | 3.02 | 302 | 0.7257 | 0.4365 | 0.7257 | 0.8519 |
203
+ | No log | 3.04 | 304 | 0.6816 | 0.4722 | 0.6816 | 0.8256 |
204
+ | No log | 3.06 | 306 | 0.6431 | 0.4913 | 0.6431 | 0.8019 |
205
+ | No log | 3.08 | 308 | 0.6572 | 0.4549 | 0.6572 | 0.8107 |
206
+ | No log | 3.1 | 310 | 0.6552 | 0.5033 | 0.6552 | 0.8095 |
207
+ | No log | 3.12 | 312 | 0.7676 | 0.4270 | 0.7676 | 0.8761 |
208
+ | No log | 3.14 | 314 | 0.8480 | 0.4474 | 0.8480 | 0.9209 |
209
+ | No log | 3.16 | 316 | 0.7437 | 0.4689 | 0.7437 | 0.8624 |
210
+ | No log | 3.18 | 318 | 0.6397 | 0.5020 | 0.6397 | 0.7998 |
211
+ | No log | 3.2 | 320 | 0.6130 | 0.4991 | 0.6130 | 0.7829 |
212
+ | No log | 3.22 | 322 | 0.6280 | 0.4114 | 0.6280 | 0.7925 |
213
+ | No log | 3.24 | 324 | 0.6143 | 0.4598 | 0.6143 | 0.7838 |
214
+ | No log | 3.26 | 326 | 0.6193 | 0.4559 | 0.6193 | 0.7869 |
215
+ | No log | 3.2800 | 328 | 0.6290 | 0.4430 | 0.6290 | 0.7931 |
216
+ | No log | 3.3 | 330 | 0.6413 | 0.5403 | 0.6413 | 0.8008 |
217
+ | No log | 3.32 | 332 | 0.6490 | 0.4829 | 0.6490 | 0.8056 |
218
+ | No log | 3.34 | 334 | 0.6667 | 0.4638 | 0.6667 | 0.8165 |
219
+ | No log | 3.36 | 336 | 0.6668 | 0.4821 | 0.6668 | 0.8166 |
220
+ | No log | 3.38 | 338 | 0.6709 | 0.4906 | 0.6709 | 0.8191 |
221
+ | No log | 3.4 | 340 | 0.6497 | 0.4645 | 0.6497 | 0.8060 |
222
+ | No log | 3.42 | 342 | 0.6433 | 0.4763 | 0.6433 | 0.8021 |
223
+ | No log | 3.44 | 344 | 0.6396 | 0.4646 | 0.6396 | 0.7997 |
224
+ | No log | 3.46 | 346 | 0.6334 | 0.4642 | 0.6334 | 0.7958 |
225
+ | No log | 3.48 | 348 | 0.6469 | 0.4965 | 0.6469 | 0.8043 |
226
+ | No log | 3.5 | 350 | 0.6331 | 0.4835 | 0.6331 | 0.7957 |
227
+ | No log | 3.52 | 352 | 0.6653 | 0.4651 | 0.6653 | 0.8156 |
228
+ | No log | 3.54 | 354 | 0.6957 | 0.4266 | 0.6957 | 0.8341 |
229
+ | No log | 3.56 | 356 | 0.6261 | 0.4928 | 0.6261 | 0.7913 |
230
+ | No log | 3.58 | 358 | 0.7666 | 0.3822 | 0.7666 | 0.8756 |
231
+ | No log | 3.6 | 360 | 0.7906 | 0.3875 | 0.7906 | 0.8892 |
232
+ | No log | 3.62 | 362 | 0.6615 | 0.4893 | 0.6615 | 0.8133 |
233
+ | No log | 3.64 | 364 | 0.6703 | 0.4122 | 0.6703 | 0.8187 |
234
+ | No log | 3.66 | 366 | 0.9155 | 0.3218 | 0.9155 | 0.9568 |
235
+ | No log | 3.68 | 368 | 0.9203 | 0.3218 | 0.9203 | 0.9593 |
236
+ | No log | 3.7 | 370 | 0.7017 | 0.3959 | 0.7017 | 0.8377 |
237
+ | No log | 3.7200 | 372 | 0.6380 | 0.4576 | 0.6380 | 0.7988 |
238
+ | No log | 3.74 | 374 | 0.6880 | 0.3614 | 0.6880 | 0.8294 |
239
+ | No log | 3.76 | 376 | 0.6575 | 0.4313 | 0.6575 | 0.8108 |
240
+ | No log | 3.7800 | 378 | 0.6223 | 0.4073 | 0.6223 | 0.7889 |
241
+ | No log | 3.8 | 380 | 0.6447 | 0.4061 | 0.6447 | 0.8029 |
242
+ | No log | 3.82 | 382 | 0.6554 | 0.4223 | 0.6554 | 0.8095 |
243
+ | No log | 3.84 | 384 | 0.6301 | 0.5396 | 0.6301 | 0.7938 |
244
+ | No log | 3.86 | 386 | 0.6894 | 0.4779 | 0.6894 | 0.8303 |
245
+ | No log | 3.88 | 388 | 0.7350 | 0.4680 | 0.7350 | 0.8573 |
246
+ | No log | 3.9 | 390 | 0.7466 | 0.4919 | 0.7466 | 0.8641 |
247
+ | No log | 3.92 | 392 | 0.7139 | 0.4953 | 0.7139 | 0.8449 |
248
+ | No log | 3.94 | 394 | 0.6687 | 0.5208 | 0.6687 | 0.8177 |
249
+ | No log | 3.96 | 396 | 0.6742 | 0.4831 | 0.6742 | 0.8211 |
250
+ | No log | 3.98 | 398 | 0.7105 | 0.4977 | 0.7105 | 0.8429 |
251
+ | No log | 4.0 | 400 | 0.8683 | 0.4301 | 0.8683 | 0.9318 |
252
+ | No log | 4.02 | 402 | 0.9678 | 0.3796 | 0.9678 | 0.9838 |
253
+ | No log | 4.04 | 404 | 0.9231 | 0.4175 | 0.9231 | 0.9608 |
254
+ | No log | 4.06 | 406 | 0.7402 | 0.4803 | 0.7402 | 0.8604 |
255
+ | No log | 4.08 | 408 | 0.6170 | 0.5284 | 0.6170 | 0.7855 |
256
+ | No log | 4.1 | 410 | 0.6583 | 0.4843 | 0.6583 | 0.8113 |
257
+ | No log | 4.12 | 412 | 0.6644 | 0.4843 | 0.6644 | 0.8151 |
258
+ | No log | 4.14 | 414 | 0.6380 | 0.5354 | 0.6380 | 0.7988 |
259
+ | No log | 4.16 | 416 | 0.7425 | 0.4971 | 0.7425 | 0.8617 |
260
+ | No log | 4.18 | 418 | 0.8432 | 0.4514 | 0.8432 | 0.9182 |
261
+ | No log | 4.2 | 420 | 0.8287 | 0.4130 | 0.8287 | 0.9103 |
262
+ | No log | 4.22 | 422 | 0.6900 | 0.4926 | 0.6900 | 0.8306 |
263
+ | No log | 4.24 | 424 | 0.6035 | 0.5097 | 0.6035 | 0.7768 |
264
+ | No log | 4.26 | 426 | 0.6248 | 0.4257 | 0.6248 | 0.7904 |
265
+ | No log | 4.28 | 428 | 0.6166 | 0.4603 | 0.6166 | 0.7853 |
266
+ | No log | 4.3 | 430 | 0.6102 | 0.5440 | 0.6102 | 0.7811 |
267
+ | No log | 4.32 | 432 | 0.6723 | 0.5045 | 0.6723 | 0.8200 |
268
+ | No log | 4.34 | 434 | 0.7594 | 0.4610 | 0.7594 | 0.8714 |
269
+ | No log | 4.36 | 436 | 0.7165 | 0.5313 | 0.7165 | 0.8465 |
270
+ | No log | 4.38 | 438 | 0.6538 | 0.5475 | 0.6538 | 0.8086 |
271
+ | No log | 4.4 | 440 | 0.6190 | 0.4965 | 0.6190 | 0.7868 |
272
+ | No log | 4.42 | 442 | 0.6262 | 0.5065 | 0.6262 | 0.7913 |
273
+ | No log | 4.44 | 444 | 0.6429 | 0.5051 | 0.6429 | 0.8018 |
274
+ | No log | 4.46 | 446 | 0.6469 | 0.5051 | 0.6469 | 0.8043 |
275
+ | No log | 4.48 | 448 | 0.6258 | 0.5059 | 0.6258 | 0.7911 |
276
+ | No log | 4.5 | 450 | 0.6198 | 0.4835 | 0.6198 | 0.7872 |
277
+ | No log | 4.52 | 452 | 0.6131 | 0.4609 | 0.6131 | 0.7830 |
278
+ | No log | 4.54 | 454 | 0.6127 | 0.4630 | 0.6127 | 0.7827 |
279
+ | No log | 4.5600 | 456 | 0.6250 | 0.5019 | 0.6250 | 0.7906 |
280
+ | No log | 4.58 | 458 | 0.6380 | 0.5139 | 0.6380 | 0.7988 |
281
+ | No log | 4.6 | 460 | 0.6340 | 0.5176 | 0.6340 | 0.7963 |
282
+ | No log | 4.62 | 462 | 0.6413 | 0.5292 | 0.6413 | 0.8008 |
283
+ | No log | 4.64 | 464 | 0.6336 | 0.5017 | 0.6336 | 0.7960 |
284
+ | No log | 4.66 | 466 | 0.6225 | 0.5284 | 0.6225 | 0.7890 |
285
+ | No log | 4.68 | 468 | 0.6358 | 0.5298 | 0.6358 | 0.7974 |
286
+ | No log | 4.7 | 470 | 0.6334 | 0.5200 | 0.6334 | 0.7959 |
287
+ | No log | 4.72 | 472 | 0.6274 | 0.4596 | 0.6274 | 0.7921 |
288
+ | No log | 4.74 | 474 | 0.6040 | 0.4424 | 0.6040 | 0.7772 |
289
+ | No log | 4.76 | 476 | 0.6091 | 0.4281 | 0.6091 | 0.7804 |
290
+ | No log | 4.78 | 478 | 0.6014 | 0.4696 | 0.6014 | 0.7755 |
291
+ | No log | 4.8 | 480 | 0.6225 | 0.4712 | 0.6225 | 0.7890 |
292
+ | No log | 4.82 | 482 | 0.6251 | 0.5105 | 0.6251 | 0.7906 |
293
+ | No log | 4.84 | 484 | 0.6575 | 0.5246 | 0.6575 | 0.8109 |
294
+ | No log | 4.86 | 486 | 0.6424 | 0.4972 | 0.6424 | 0.8015 |
295
+ | No log | 4.88 | 488 | 0.6380 | 0.4972 | 0.6380 | 0.7988 |
296
+ | No log | 4.9 | 490 | 0.6526 | 0.5124 | 0.6526 | 0.8078 |
297
+ | No log | 4.92 | 492 | 0.6969 | 0.5462 | 0.6969 | 0.8348 |
298
+ | No log | 4.9400 | 494 | 0.7455 | 0.5275 | 0.7455 | 0.8634 |
299
+ | No log | 4.96 | 496 | 0.7211 | 0.5251 | 0.7211 | 0.8492 |
300
+ | No log | 4.98 | 498 | 0.7025 | 0.5280 | 0.7025 | 0.8381 |
301
+ | 0.4106 | 5.0 | 500 | 0.7017 | 0.5400 | 0.7017 | 0.8377 |
302
+ | 0.4106 | 5.02 | 502 | 0.6904 | 0.5321 | 0.6904 | 0.8309 |
303
+ | 0.4106 | 5.04 | 504 | 0.6578 | 0.5371 | 0.6578 | 0.8111 |
304
+ | 0.4106 | 5.06 | 506 | 0.6378 | 0.5224 | 0.6378 | 0.7986 |
305
+ | 0.4106 | 5.08 | 508 | 0.6351 | 0.5329 | 0.6351 | 0.7969 |
306
+ | 0.4106 | 5.1 | 510 | 0.6496 | 0.5093 | 0.6496 | 0.8059 |
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions