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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k18_task5_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k17_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k17_task5_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: 0.7223
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- - Qwk: 0.4883
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- - Mse: 0.7223
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- - Rmse: 0.8499
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  ## Model description
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@@ -49,263 +49,292 @@ 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 | 0.0370 | 2 | 4.0314 | -0.0115 | 4.0314 | 2.0078 |
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- | No log | 0.0741 | 4 | 2.1774 | 0.0159 | 2.1774 | 1.4756 |
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- | No log | 0.1111 | 6 | 1.5129 | -0.0180 | 1.5129 | 1.2300 |
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- | No log | 0.1481 | 8 | 1.3779 | 0.0506 | 1.3779 | 1.1738 |
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- | No log | 0.1852 | 10 | 1.5519 | -0.0219 | 1.5519 | 1.2457 |
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- | No log | 0.2222 | 12 | 2.1339 | 0.0440 | 2.1339 | 1.4608 |
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- | No log | 0.2593 | 14 | 1.9950 | 0.0741 | 1.9950 | 1.4125 |
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- | No log | 0.2963 | 16 | 1.6973 | 0.0416 | 1.6973 | 1.3028 |
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- | No log | 0.3333 | 18 | 1.3540 | 0.0530 | 1.3540 | 1.1636 |
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- | No log | 0.3704 | 20 | 1.1490 | 0.2212 | 1.1490 | 1.0719 |
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- | No log | 0.4074 | 22 | 1.0640 | 0.3104 | 1.0640 | 1.0315 |
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- | No log | 0.4444 | 24 | 1.1480 | 0.3849 | 1.1480 | 1.0714 |
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- | No log | 0.4815 | 26 | 1.3491 | 0.1438 | 1.3491 | 1.1615 |
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- | No log | 0.5185 | 28 | 1.2300 | 0.2889 | 1.2300 | 1.1091 |
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- | No log | 0.5556 | 30 | 1.0467 | 0.3655 | 1.0467 | 1.0231 |
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- | No log | 0.5926 | 32 | 1.0372 | 0.2566 | 1.0372 | 1.0184 |
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- | No log | 0.6296 | 34 | 1.0633 | 0.2365 | 1.0633 | 1.0311 |
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- | No log | 0.6667 | 36 | 1.0264 | 0.2517 | 1.0264 | 1.0131 |
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- | No log | 0.7037 | 38 | 1.0335 | 0.3037 | 1.0335 | 1.0166 |
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- | No log | 0.7407 | 40 | 1.0253 | 0.3139 | 1.0253 | 1.0126 |
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- | No log | 0.7778 | 42 | 1.0648 | 0.2806 | 1.0648 | 1.0319 |
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- | No log | 0.8148 | 44 | 1.1464 | 0.2871 | 1.1464 | 1.0707 |
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- | No log | 0.8519 | 46 | 1.1212 | 0.2376 | 1.1212 | 1.0589 |
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- | No log | 0.8889 | 48 | 1.1192 | 0.1969 | 1.1192 | 1.0579 |
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- | No log | 0.9259 | 50 | 1.1759 | 0.1361 | 1.1759 | 1.0844 |
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- | No log | 0.9630 | 52 | 1.4701 | 0.0568 | 1.4701 | 1.2125 |
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- | No log | 1.0 | 54 | 1.5767 | 0.0371 | 1.5767 | 1.2557 |
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- | No log | 1.0370 | 56 | 1.2630 | 0.1352 | 1.2630 | 1.1238 |
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- | No log | 1.0741 | 58 | 1.0026 | 0.2663 | 1.0026 | 1.0013 |
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- | No log | 1.1111 | 60 | 0.9558 | 0.2490 | 0.9558 | 0.9777 |
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- | No log | 1.1481 | 62 | 0.9513 | 0.2716 | 0.9513 | 0.9754 |
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- | No log | 1.1852 | 64 | 0.9790 | 0.2068 | 0.9790 | 0.9894 |
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- | No log | 1.2222 | 66 | 0.9710 | 0.2466 | 0.9710 | 0.9854 |
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- | No log | 1.2593 | 68 | 0.9507 | 0.3094 | 0.9507 | 0.9750 |
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- | No log | 1.2963 | 70 | 0.9808 | 0.2795 | 0.9808 | 0.9903 |
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- | No log | 1.3333 | 72 | 0.9888 | 0.3071 | 0.9888 | 0.9944 |
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- | No log | 1.3704 | 74 | 1.0259 | 0.2539 | 1.0259 | 1.0129 |
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- | No log | 1.4074 | 76 | 1.1663 | 0.0938 | 1.1663 | 1.0800 |
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- | No log | 1.4444 | 78 | 1.1560 | 0.2094 | 1.1560 | 1.0752 |
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- | No log | 1.4815 | 80 | 0.9845 | 0.2424 | 0.9845 | 0.9922 |
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- | No log | 1.5185 | 82 | 0.8479 | 0.4482 | 0.8479 | 0.9208 |
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- | No log | 1.5556 | 84 | 0.9346 | 0.4033 | 0.9346 | 0.9668 |
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- | No log | 1.5926 | 86 | 1.0441 | 0.3117 | 1.0441 | 1.0218 |
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- | No log | 1.6296 | 88 | 0.9318 | 0.4456 | 0.9318 | 0.9653 |
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- | No log | 1.6667 | 90 | 0.8720 | 0.3970 | 0.8720 | 0.9338 |
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- | No log | 1.7037 | 92 | 0.8240 | 0.4370 | 0.8240 | 0.9077 |
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- | No log | 1.7407 | 94 | 0.7993 | 0.4482 | 0.7993 | 0.8940 |
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- | No log | 1.7778 | 96 | 0.7839 | 0.5399 | 0.7839 | 0.8854 |
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- | No log | 1.8148 | 98 | 0.8487 | 0.5084 | 0.8487 | 0.9213 |
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- | No log | 1.8519 | 100 | 0.9115 | 0.4710 | 0.9115 | 0.9547 |
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- | No log | 1.8889 | 102 | 0.8672 | 0.5858 | 0.8672 | 0.9312 |
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- | No log | 1.9259 | 104 | 0.7979 | 0.3836 | 0.7979 | 0.8932 |
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- | No log | 1.9630 | 106 | 0.9485 | 0.3672 | 0.9485 | 0.9739 |
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- | No log | 2.0 | 108 | 1.0164 | 0.3560 | 1.0164 | 1.0082 |
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- | No log | 2.0370 | 110 | 0.8851 | 0.3126 | 0.8851 | 0.9408 |
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- | No log | 2.0741 | 112 | 0.8054 | 0.4062 | 0.8054 | 0.8974 |
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- | No log | 2.1111 | 114 | 0.9276 | 0.4711 | 0.9276 | 0.9631 |
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- | No log | 2.1481 | 116 | 0.9232 | 0.4148 | 0.9232 | 0.9608 |
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- | No log | 2.1852 | 118 | 0.8734 | 0.3035 | 0.8734 | 0.9346 |
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- | No log | 2.2222 | 120 | 0.8190 | 0.3932 | 0.8190 | 0.9050 |
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- | No log | 2.2593 | 122 | 0.8107 | 0.4401 | 0.8107 | 0.9004 |
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- | No log | 2.2963 | 124 | 0.9129 | 0.4812 | 0.9129 | 0.9555 |
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- | No log | 2.3333 | 126 | 0.9718 | 0.4369 | 0.9718 | 0.9858 |
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- | No log | 2.3704 | 128 | 1.0128 | 0.4191 | 1.0128 | 1.0064 |
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- | No log | 2.4074 | 130 | 0.9207 | 0.4969 | 0.9207 | 0.9595 |
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- | No log | 2.4444 | 132 | 0.8779 | 0.4330 | 0.8779 | 0.9369 |
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- | No log | 2.4815 | 134 | 0.9524 | 0.4497 | 0.9524 | 0.9759 |
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- | No log | 2.5185 | 136 | 0.9344 | 0.4388 | 0.9344 | 0.9667 |
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- | No log | 2.5556 | 138 | 0.8326 | 0.5275 | 0.8326 | 0.9125 |
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- | No log | 2.5926 | 140 | 0.8509 | 0.5390 | 0.8509 | 0.9224 |
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- | No log | 2.6296 | 142 | 0.9871 | 0.4423 | 0.9871 | 0.9935 |
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- | No log | 2.6667 | 144 | 1.0090 | 0.4693 | 1.0090 | 1.0045 |
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- | No log | 2.7037 | 146 | 0.9046 | 0.5006 | 0.9046 | 0.9511 |
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- | No log | 2.7407 | 148 | 0.8713 | 0.5211 | 0.8713 | 0.9335 |
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- | No log | 2.7778 | 150 | 0.8079 | 0.4623 | 0.8079 | 0.8989 |
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- | No log | 2.8148 | 152 | 0.8478 | 0.4923 | 0.8478 | 0.9207 |
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- | No log | 2.8519 | 154 | 0.9160 | 0.4598 | 0.9160 | 0.9571 |
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- | No log | 2.8889 | 156 | 0.8297 | 0.4805 | 0.8297 | 0.9109 |
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- | No log | 2.9259 | 158 | 0.7337 | 0.5291 | 0.7337 | 0.8565 |
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- | No log | 2.9630 | 160 | 0.6929 | 0.5415 | 0.6929 | 0.8324 |
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- | No log | 3.0 | 162 | 0.7041 | 0.4813 | 0.7041 | 0.8391 |
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- | No log | 3.0370 | 164 | 0.6933 | 0.5168 | 0.6933 | 0.8327 |
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- | No log | 3.0741 | 166 | 0.7704 | 0.5062 | 0.7704 | 0.8778 |
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- | No log | 3.1111 | 168 | 0.8810 | 0.4286 | 0.8810 | 0.9386 |
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- | No log | 3.1481 | 170 | 0.9307 | 0.4093 | 0.9307 | 0.9647 |
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- | No log | 3.1852 | 172 | 0.8482 | 0.4910 | 0.8482 | 0.9210 |
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- | No log | 3.2222 | 174 | 0.7005 | 0.6012 | 0.7005 | 0.8370 |
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- | No log | 3.2593 | 176 | 0.6948 | 0.6510 | 0.6948 | 0.8336 |
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- | No log | 3.2963 | 178 | 0.7219 | 0.5819 | 0.7219 | 0.8496 |
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- | No log | 3.3333 | 180 | 0.7620 | 0.5756 | 0.7620 | 0.8729 |
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- | No log | 3.3704 | 182 | 0.7976 | 0.5340 | 0.7976 | 0.8931 |
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- | No log | 3.4074 | 184 | 1.0268 | 0.4288 | 1.0268 | 1.0133 |
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- | No log | 3.4444 | 186 | 1.0836 | 0.4669 | 1.0836 | 1.0410 |
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- | No log | 3.4815 | 188 | 0.9007 | 0.4587 | 0.9007 | 0.9491 |
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- | No log | 3.5185 | 190 | 0.7155 | 0.5584 | 0.7155 | 0.8459 |
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- | No log | 3.5556 | 192 | 0.6490 | 0.6422 | 0.6490 | 0.8056 |
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- | No log | 3.5926 | 194 | 0.6504 | 0.6082 | 0.6504 | 0.8065 |
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- | No log | 3.6296 | 196 | 0.7022 | 0.5584 | 0.7022 | 0.8380 |
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- | No log | 3.6667 | 198 | 0.8463 | 0.5098 | 0.8463 | 0.9199 |
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- | No log | 3.7037 | 200 | 0.9507 | 0.4572 | 0.9507 | 0.9750 |
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- | No log | 3.7407 | 202 | 0.8246 | 0.5319 | 0.8246 | 0.9081 |
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- | No log | 3.7778 | 204 | 0.6795 | 0.5123 | 0.6795 | 0.8243 |
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- | No log | 3.8148 | 206 | 0.6819 | 0.5226 | 0.6819 | 0.8258 |
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- | No log | 3.8519 | 208 | 0.6803 | 0.5329 | 0.6803 | 0.8248 |
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- | No log | 3.8889 | 210 | 0.6836 | 0.4888 | 0.6836 | 0.8268 |
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- | No log | 3.9259 | 212 | 0.7694 | 0.5487 | 0.7694 | 0.8772 |
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- | No log | 3.9630 | 214 | 0.8256 | 0.5266 | 0.8256 | 0.9086 |
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- | No log | 4.0 | 216 | 0.8912 | 0.4812 | 0.8912 | 0.9440 |
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- | No log | 4.0370 | 218 | 0.9125 | 0.5230 | 0.9125 | 0.9553 |
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- | No log | 4.0741 | 220 | 0.9442 | 0.5115 | 0.9442 | 0.9717 |
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- | No log | 4.1111 | 222 | 0.9331 | 0.4783 | 0.9331 | 0.9660 |
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- | No log | 4.1481 | 224 | 0.8000 | 0.3804 | 0.8000 | 0.8944 |
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- | No log | 4.1852 | 226 | 0.7586 | 0.4794 | 0.7586 | 0.8710 |
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- | No log | 4.2222 | 228 | 0.7839 | 0.4841 | 0.7839 | 0.8854 |
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- | No log | 4.2593 | 230 | 0.7649 | 0.4174 | 0.7649 | 0.8746 |
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- | No log | 4.2963 | 232 | 0.7656 | 0.4227 | 0.7656 | 0.8750 |
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- | No log | 4.3333 | 234 | 0.8384 | 0.5020 | 0.8384 | 0.9156 |
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- | No log | 4.3704 | 236 | 0.8922 | 0.4783 | 0.8922 | 0.9446 |
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- | No log | 4.4074 | 238 | 0.8736 | 0.5230 | 0.8736 | 0.9347 |
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- | No log | 4.4444 | 240 | 0.8488 | 0.5242 | 0.8488 | 0.9213 |
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- | No log | 4.4815 | 242 | 0.7419 | 0.5054 | 0.7419 | 0.8613 |
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- | No log | 4.5185 | 244 | 0.7234 | 0.4843 | 0.7234 | 0.8505 |
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- | No log | 4.5556 | 246 | 0.7858 | 0.5385 | 0.7858 | 0.8865 |
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- | No log | 4.5926 | 248 | 0.8180 | 0.5675 | 0.8180 | 0.9044 |
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- | No log | 4.6296 | 250 | 0.7861 | 0.5385 | 0.7861 | 0.8866 |
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- | No log | 4.6667 | 252 | 0.7816 | 0.4466 | 0.7816 | 0.8841 |
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- | No log | 4.7037 | 254 | 0.7792 | 0.4461 | 0.7792 | 0.8827 |
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- | No log | 4.7407 | 256 | 0.7941 | 0.4335 | 0.7941 | 0.8911 |
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- | No log | 4.7778 | 258 | 0.8282 | 0.5266 | 0.8282 | 0.9101 |
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- | No log | 4.8148 | 260 | 0.8282 | 0.4935 | 0.8282 | 0.9101 |
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- | No log | 4.8519 | 262 | 0.8185 | 0.4935 | 0.8185 | 0.9047 |
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- | No log | 4.8889 | 264 | 0.7623 | 0.5397 | 0.7623 | 0.8731 |
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- | No log | 4.9259 | 266 | 0.7403 | 0.5844 | 0.7403 | 0.8604 |
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- | No log | 4.9630 | 268 | 0.7533 | 0.5688 | 0.7533 | 0.8679 |
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- | No log | 5.0 | 270 | 0.8105 | 0.5140 | 0.8105 | 0.9003 |
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- | No log | 5.0370 | 272 | 0.7861 | 0.5688 | 0.7861 | 0.8866 |
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- | No log | 5.0741 | 274 | 0.7311 | 0.5129 | 0.7311 | 0.8551 |
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- | No log | 5.1111 | 276 | 0.7349 | 0.4754 | 0.7349 | 0.8573 |
190
- | No log | 5.1481 | 278 | 0.7600 | 0.5494 | 0.7600 | 0.8718 |
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- | No log | 5.1852 | 280 | 0.7555 | 0.5054 | 0.7555 | 0.8692 |
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- | No log | 5.2222 | 282 | 0.7784 | 0.5140 | 0.7784 | 0.8822 |
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- | No log | 5.2593 | 284 | 0.8674 | 0.5220 | 0.8674 | 0.9313 |
194
- | No log | 5.2963 | 286 | 1.0306 | 0.4576 | 1.0306 | 1.0152 |
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- | No log | 5.3333 | 288 | 0.9775 | 0.4572 | 0.9775 | 0.9887 |
196
- | No log | 5.3704 | 290 | 0.8215 | 0.4695 | 0.8215 | 0.9064 |
197
- | No log | 5.4074 | 292 | 0.7504 | 0.4531 | 0.7504 | 0.8663 |
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- | No log | 5.4444 | 294 | 0.7541 | 0.4676 | 0.7541 | 0.8684 |
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- | No log | 5.4815 | 296 | 0.7686 | 0.4629 | 0.7686 | 0.8767 |
200
- | No log | 5.5185 | 298 | 0.7851 | 0.4954 | 0.7851 | 0.8861 |
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- | No log | 5.5556 | 300 | 0.7612 | 0.5407 | 0.7612 | 0.8725 |
202
- | No log | 5.5926 | 302 | 0.7724 | 0.5510 | 0.7724 | 0.8788 |
203
- | No log | 5.6296 | 304 | 0.8256 | 0.5046 | 0.8256 | 0.9086 |
204
- | No log | 5.6667 | 306 | 0.8999 | 0.4474 | 0.8999 | 0.9486 |
205
- | No log | 5.7037 | 308 | 0.9424 | 0.4119 | 0.9424 | 0.9708 |
206
- | No log | 5.7407 | 310 | 0.9266 | 0.4459 | 0.9266 | 0.9626 |
207
- | No log | 5.7778 | 312 | 0.8804 | 0.4575 | 0.8804 | 0.9383 |
208
- | No log | 5.8148 | 314 | 0.7819 | 0.4466 | 0.7819 | 0.8843 |
209
- | No log | 5.8519 | 316 | 0.7455 | 0.4115 | 0.7455 | 0.8634 |
210
- | No log | 5.8889 | 318 | 0.7537 | 0.4254 | 0.7537 | 0.8682 |
211
- | No log | 5.9259 | 320 | 0.7913 | 0.4940 | 0.7913 | 0.8896 |
212
- | No log | 5.9630 | 322 | 0.7696 | 0.5195 | 0.7696 | 0.8773 |
213
- | No log | 6.0 | 324 | 0.7326 | 0.5010 | 0.7326 | 0.8559 |
214
- | No log | 6.0370 | 326 | 0.7516 | 0.5536 | 0.7516 | 0.8670 |
215
- | No log | 6.0741 | 328 | 0.7622 | 0.5089 | 0.7622 | 0.8731 |
216
- | No log | 6.1111 | 330 | 0.7587 | 0.4145 | 0.7587 | 0.8711 |
217
- | No log | 6.1481 | 332 | 0.8075 | 0.4344 | 0.8075 | 0.8986 |
218
- | No log | 6.1852 | 334 | 0.8645 | 0.3939 | 0.8645 | 0.9298 |
219
- | No log | 6.2222 | 336 | 0.8333 | 0.3802 | 0.8333 | 0.9129 |
220
- | No log | 6.2593 | 338 | 0.7869 | 0.3576 | 0.7869 | 0.8871 |
221
- | No log | 6.2963 | 340 | 0.7525 | 0.3616 | 0.7525 | 0.8675 |
222
- | No log | 6.3333 | 342 | 0.7308 | 0.4215 | 0.7308 | 0.8549 |
223
- | No log | 6.3704 | 344 | 0.7205 | 0.4720 | 0.7205 | 0.8488 |
224
- | No log | 6.4074 | 346 | 0.7070 | 0.4705 | 0.7070 | 0.8408 |
225
- | No log | 6.4444 | 348 | 0.7094 | 0.6028 | 0.7094 | 0.8423 |
226
- | No log | 6.4815 | 350 | 0.7149 | 0.6002 | 0.7149 | 0.8455 |
227
- | No log | 6.5185 | 352 | 0.6930 | 0.6012 | 0.6930 | 0.8325 |
228
- | No log | 6.5556 | 354 | 0.6987 | 0.5510 | 0.6987 | 0.8359 |
229
- | No log | 6.5926 | 356 | 0.6964 | 0.5510 | 0.6964 | 0.8345 |
230
- | No log | 6.6296 | 358 | 0.7099 | 0.5279 | 0.7099 | 0.8425 |
231
- | No log | 6.6667 | 360 | 0.7444 | 0.4935 | 0.7444 | 0.8628 |
232
- | No log | 6.7037 | 362 | 0.7737 | 0.5644 | 0.7737 | 0.8796 |
233
- | No log | 6.7407 | 364 | 0.7946 | 0.5644 | 0.7946 | 0.8914 |
234
- | No log | 6.7778 | 366 | 0.8643 | 0.5098 | 0.8643 | 0.9297 |
235
- | No log | 6.8148 | 368 | 0.8112 | 0.5242 | 0.8112 | 0.9007 |
236
- | No log | 6.8519 | 370 | 0.7483 | 0.5809 | 0.7483 | 0.8651 |
237
- | No log | 6.8889 | 372 | 0.7244 | 0.5905 | 0.7244 | 0.8511 |
238
- | No log | 6.9259 | 374 | 0.7328 | 0.5905 | 0.7328 | 0.8560 |
239
- | No log | 6.9630 | 376 | 0.7646 | 0.5809 | 0.7646 | 0.8744 |
240
- | No log | 7.0 | 378 | 0.8654 | 0.5242 | 0.8654 | 0.9303 |
241
- | No log | 7.0370 | 380 | 0.8567 | 0.5033 | 0.8567 | 0.9256 |
242
- | No log | 7.0741 | 382 | 0.7668 | 0.4974 | 0.7668 | 0.8757 |
243
- | No log | 7.1111 | 384 | 0.7477 | 0.3741 | 0.7477 | 0.8647 |
244
- | No log | 7.1481 | 386 | 0.7722 | 0.4510 | 0.7722 | 0.8788 |
245
- | No log | 7.1852 | 388 | 0.7361 | 0.4087 | 0.7361 | 0.8580 |
246
- | No log | 7.2222 | 390 | 0.7200 | 0.4371 | 0.7200 | 0.8485 |
247
- | No log | 7.2593 | 392 | 0.7445 | 0.5305 | 0.7445 | 0.8628 |
248
- | No log | 7.2963 | 394 | 0.7847 | 0.5033 | 0.7847 | 0.8859 |
249
- | No log | 7.3333 | 396 | 0.7628 | 0.5266 | 0.7628 | 0.8734 |
250
- | No log | 7.3704 | 398 | 0.7457 | 0.4960 | 0.7457 | 0.8636 |
251
- | No log | 7.4074 | 400 | 0.7352 | 0.5317 | 0.7352 | 0.8574 |
252
- | No log | 7.4444 | 402 | 0.7216 | 0.4313 | 0.7216 | 0.8495 |
253
- | No log | 7.4815 | 404 | 0.7245 | 0.4423 | 0.7245 | 0.8512 |
254
- | No log | 7.5185 | 406 | 0.7315 | 0.5112 | 0.7315 | 0.8553 |
255
- | No log | 7.5556 | 408 | 0.7697 | 0.4382 | 0.7697 | 0.8773 |
256
- | No log | 7.5926 | 410 | 0.8341 | 0.5150 | 0.8341 | 0.9133 |
257
- | No log | 7.6296 | 412 | 0.8058 | 0.4382 | 0.8058 | 0.8976 |
258
- | No log | 7.6667 | 414 | 0.7953 | 0.4499 | 0.7953 | 0.8918 |
259
- | No log | 7.7037 | 416 | 0.8211 | 0.4375 | 0.8211 | 0.9061 |
260
- | No log | 7.7407 | 418 | 0.8848 | 0.4224 | 0.8848 | 0.9406 |
261
- | No log | 7.7778 | 420 | 0.8982 | 0.4465 | 0.8982 | 0.9477 |
262
- | No log | 7.8148 | 422 | 0.8387 | 0.4483 | 0.8387 | 0.9158 |
263
- | No log | 7.8519 | 424 | 0.8156 | 0.4743 | 0.8156 | 0.9031 |
264
- | No log | 7.8889 | 426 | 0.8142 | 0.4743 | 0.8142 | 0.9023 |
265
- | No log | 7.9259 | 428 | 0.8071 | 0.4742 | 0.8071 | 0.8984 |
266
- | No log | 7.9630 | 430 | 0.8218 | 0.4491 | 0.8218 | 0.9065 |
267
- | No log | 8.0 | 432 | 0.8759 | 0.4815 | 0.8759 | 0.9359 |
268
- | No log | 8.0370 | 434 | 0.8774 | 0.5150 | 0.8774 | 0.9367 |
269
- | No log | 8.0741 | 436 | 0.8232 | 0.5392 | 0.8232 | 0.9073 |
270
- | No log | 8.1111 | 438 | 0.7935 | 0.4372 | 0.7935 | 0.8908 |
271
- | No log | 8.1481 | 440 | 0.8138 | 0.5419 | 0.8138 | 0.9021 |
272
- | No log | 8.1852 | 442 | 0.7955 | 0.5215 | 0.7955 | 0.8919 |
273
- | No log | 8.2222 | 444 | 0.7998 | 0.5640 | 0.7998 | 0.8943 |
274
- | No log | 8.2593 | 446 | 0.8049 | 0.5640 | 0.8049 | 0.8972 |
275
- | No log | 8.2963 | 448 | 0.8697 | 0.5291 | 0.8697 | 0.9326 |
276
- | No log | 8.3333 | 450 | 0.8982 | 0.4940 | 0.8982 | 0.9478 |
277
- | No log | 8.3704 | 452 | 0.8995 | 0.4755 | 0.8995 | 0.9484 |
278
- | No log | 8.4074 | 454 | 0.8939 | 0.4646 | 0.8939 | 0.9455 |
279
- | No log | 8.4444 | 456 | 0.9237 | 0.4620 | 0.9237 | 0.9611 |
280
- | No log | 8.4815 | 458 | 0.9669 | 0.4255 | 0.9669 | 0.9833 |
281
- | No log | 8.5185 | 460 | 1.0196 | 0.4272 | 1.0196 | 1.0097 |
282
- | No log | 8.5556 | 462 | 1.0114 | 0.4279 | 1.0114 | 1.0057 |
283
- | No log | 8.5926 | 464 | 0.8957 | 0.4592 | 0.8957 | 0.9464 |
284
- | No log | 8.6296 | 466 | 0.8156 | 0.4385 | 0.8156 | 0.9031 |
285
- | No log | 8.6667 | 468 | 0.8196 | 0.4499 | 0.8196 | 0.9053 |
286
- | No log | 8.7037 | 470 | 0.8041 | 0.4385 | 0.8041 | 0.8967 |
287
- | No log | 8.7407 | 472 | 0.8166 | 0.4727 | 0.8166 | 0.9037 |
288
- | No log | 8.7778 | 474 | 0.8258 | 0.5062 | 0.8258 | 0.9088 |
289
- | No log | 8.8148 | 476 | 0.7834 | 0.4645 | 0.7834 | 0.8851 |
290
- | No log | 8.8519 | 478 | 0.7725 | 0.4550 | 0.7725 | 0.8789 |
291
- | No log | 8.8889 | 480 | 0.7768 | 0.5112 | 0.7768 | 0.8814 |
292
- | No log | 8.9259 | 482 | 0.7705 | 0.4898 | 0.7705 | 0.8778 |
293
- | No log | 8.9630 | 484 | 0.7659 | 0.5036 | 0.7659 | 0.8752 |
294
- | No log | 9.0 | 486 | 0.7679 | 0.5430 | 0.7679 | 0.8763 |
295
- | No log | 9.0370 | 488 | 0.7702 | 0.5542 | 0.7702 | 0.8776 |
296
- | No log | 9.0741 | 490 | 0.7321 | 0.5287 | 0.7321 | 0.8556 |
297
- | No log | 9.1111 | 492 | 0.7366 | 0.4873 | 0.7366 | 0.8582 |
298
- | No log | 9.1481 | 494 | 0.7382 | 0.5558 | 0.7382 | 0.8592 |
299
- | No log | 9.1852 | 496 | 0.7166 | 0.5673 | 0.7166 | 0.8465 |
300
- | No log | 9.2222 | 498 | 0.7115 | 0.5673 | 0.7115 | 0.8435 |
301
- | 0.2932 | 9.2593 | 500 | 0.6984 | 0.5673 | 0.6984 | 0.8357 |
302
- | 0.2932 | 9.2963 | 502 | 0.6857 | 0.6293 | 0.6857 | 0.8280 |
303
- | 0.2932 | 9.3333 | 504 | 0.6839 | 0.6085 | 0.6839 | 0.8270 |
304
- | 0.2932 | 9.3704 | 506 | 0.7401 | 0.5614 | 0.7401 | 0.8603 |
305
- | 0.2932 | 9.4074 | 508 | 0.7876 | 0.5266 | 0.7876 | 0.8875 |
306
- | 0.2932 | 9.4444 | 510 | 0.7455 | 0.5195 | 0.7455 | 0.8634 |
307
- | 0.2932 | 9.4815 | 512 | 0.7176 | 0.5480 | 0.7176 | 0.8471 |
308
- | 0.2932 | 9.5185 | 514 | 0.7223 | 0.4883 | 0.7223 | 0.8499 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
309
 
310
 
311
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k18_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k18_task5_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: 0.7778
19
+ - Qwk: 0.5246
20
+ - Mse: 0.7778
21
+ - Rmse: 0.8819
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0345 | 2 | 3.8422 | -0.0151 | 3.8422 | 1.9602 |
53
+ | No log | 0.0690 | 4 | 2.0386 | 0.0247 | 2.0386 | 1.4278 |
54
+ | No log | 0.1034 | 6 | 1.4058 | 0.0380 | 1.4058 | 1.1857 |
55
+ | No log | 0.1379 | 8 | 1.1044 | 0.2391 | 1.1044 | 1.0509 |
56
+ | No log | 0.1724 | 10 | 1.1958 | 0.1261 | 1.1958 | 1.0935 |
57
+ | No log | 0.2069 | 12 | 1.3160 | 0.0 | 1.3160 | 1.1472 |
58
+ | No log | 0.2414 | 14 | 1.2933 | 0.0380 | 1.2933 | 1.1372 |
59
+ | No log | 0.2759 | 16 | 1.5693 | 0.0 | 1.5693 | 1.2527 |
60
+ | No log | 0.3103 | 18 | 1.4323 | 0.0 | 1.4323 | 1.1968 |
61
+ | No log | 0.3448 | 20 | 1.1650 | 0.0374 | 1.1650 | 1.0794 |
62
+ | No log | 0.3793 | 22 | 1.0867 | 0.2466 | 1.0867 | 1.0424 |
63
+ | No log | 0.4138 | 24 | 1.0753 | 0.1854 | 1.0753 | 1.0370 |
64
+ | No log | 0.4483 | 26 | 1.0536 | 0.1573 | 1.0536 | 1.0264 |
65
+ | No log | 0.4828 | 28 | 1.0670 | 0.3332 | 1.0670 | 1.0329 |
66
+ | No log | 0.5172 | 30 | 1.2430 | 0.0731 | 1.2430 | 1.1149 |
67
+ | No log | 0.5517 | 32 | 1.4658 | -0.0113 | 1.4658 | 1.2107 |
68
+ | No log | 0.5862 | 34 | 1.7807 | 0.1213 | 1.7807 | 1.3344 |
69
+ | No log | 0.6207 | 36 | 1.6286 | 0.0757 | 1.6286 | 1.2762 |
70
+ | No log | 0.6552 | 38 | 1.2440 | 0.1114 | 1.2440 | 1.1153 |
71
+ | No log | 0.6897 | 40 | 1.0561 | 0.2639 | 1.0561 | 1.0277 |
72
+ | No log | 0.7241 | 42 | 1.0430 | 0.2239 | 1.0430 | 1.0213 |
73
+ | No log | 0.7586 | 44 | 1.0381 | 0.1740 | 1.0381 | 1.0189 |
74
+ | No log | 0.7931 | 46 | 1.0388 | 0.1891 | 1.0388 | 1.0192 |
75
+ | No log | 0.8276 | 48 | 1.0365 | 0.1767 | 1.0365 | 1.0181 |
76
+ | No log | 0.8621 | 50 | 1.0674 | 0.2293 | 1.0674 | 1.0331 |
77
+ | No log | 0.8966 | 52 | 1.1181 | 0.1810 | 1.1181 | 1.0574 |
78
+ | No log | 0.9310 | 54 | 1.1311 | 0.1903 | 1.1311 | 1.0636 |
79
+ | No log | 0.9655 | 56 | 1.0628 | 0.2543 | 1.0628 | 1.0309 |
80
+ | No log | 1.0 | 58 | 1.0286 | 0.2901 | 1.0286 | 1.0142 |
81
+ | No log | 1.0345 | 60 | 1.0743 | 0.2268 | 1.0743 | 1.0365 |
82
+ | No log | 1.0690 | 62 | 1.1889 | 0.2592 | 1.1889 | 1.0904 |
83
+ | No log | 1.1034 | 64 | 1.2340 | 0.2221 | 1.2340 | 1.1108 |
84
+ | No log | 1.1379 | 66 | 1.1627 | 0.2049 | 1.1627 | 1.0783 |
85
+ | No log | 1.1724 | 68 | 1.1112 | 0.2735 | 1.1112 | 1.0541 |
86
+ | No log | 1.2069 | 70 | 1.0401 | 0.3230 | 1.0401 | 1.0198 |
87
+ | No log | 1.2414 | 72 | 0.9978 | 0.3359 | 0.9978 | 0.9989 |
88
+ | No log | 1.2759 | 74 | 0.9141 | 0.3876 | 0.9141 | 0.9561 |
89
+ | No log | 1.3103 | 76 | 0.8817 | 0.3508 | 0.8817 | 0.9390 |
90
+ | No log | 1.3448 | 78 | 0.8374 | 0.4124 | 0.8374 | 0.9151 |
91
+ | No log | 1.3793 | 80 | 0.8971 | 0.4318 | 0.8971 | 0.9471 |
92
+ | No log | 1.4138 | 82 | 1.0221 | 0.4192 | 1.0221 | 1.0110 |
93
+ | No log | 1.4483 | 84 | 0.9346 | 0.4081 | 0.9346 | 0.9668 |
94
+ | No log | 1.4828 | 86 | 0.8926 | 0.4301 | 0.8926 | 0.9448 |
95
+ | No log | 1.5172 | 88 | 0.7755 | 0.5018 | 0.7755 | 0.8806 |
96
+ | No log | 1.5517 | 90 | 0.7378 | 0.5402 | 0.7378 | 0.8589 |
97
+ | No log | 1.5862 | 92 | 0.7275 | 0.5606 | 0.7275 | 0.8529 |
98
+ | No log | 1.6207 | 94 | 0.7698 | 0.5054 | 0.7698 | 0.8774 |
99
+ | No log | 1.6552 | 96 | 0.8964 | 0.4081 | 0.8964 | 0.9468 |
100
+ | No log | 1.6897 | 98 | 0.9244 | 0.4284 | 0.9244 | 0.9615 |
101
+ | No log | 1.7241 | 100 | 0.8726 | 0.4326 | 0.8726 | 0.9341 |
102
+ | No log | 1.7586 | 102 | 0.7970 | 0.5383 | 0.7970 | 0.8928 |
103
+ | No log | 1.7931 | 104 | 0.7782 | 0.5313 | 0.7782 | 0.8822 |
104
+ | No log | 1.8276 | 106 | 0.7962 | 0.5497 | 0.7962 | 0.8923 |
105
+ | No log | 1.8621 | 108 | 0.8196 | 0.5575 | 0.8196 | 0.9053 |
106
+ | No log | 1.8966 | 110 | 0.7967 | 0.5879 | 0.7967 | 0.8926 |
107
+ | No log | 1.9310 | 112 | 0.7764 | 0.5931 | 0.7764 | 0.8811 |
108
+ | No log | 1.9655 | 114 | 0.7626 | 0.5796 | 0.7626 | 0.8733 |
109
+ | No log | 2.0 | 116 | 0.7630 | 0.5892 | 0.7630 | 0.8735 |
110
+ | No log | 2.0345 | 118 | 0.8106 | 0.5279 | 0.8106 | 0.9003 |
111
+ | No log | 2.0690 | 120 | 0.7907 | 0.5072 | 0.7907 | 0.8892 |
112
+ | No log | 2.1034 | 122 | 0.7667 | 0.5002 | 0.7667 | 0.8756 |
113
+ | No log | 2.1379 | 124 | 0.7716 | 0.5361 | 0.7716 | 0.8784 |
114
+ | No log | 2.1724 | 126 | 0.8733 | 0.4695 | 0.8733 | 0.9345 |
115
+ | No log | 2.2069 | 128 | 0.8896 | 0.4695 | 0.8896 | 0.9432 |
116
+ | No log | 2.2414 | 130 | 0.7888 | 0.4726 | 0.7888 | 0.8882 |
117
+ | No log | 2.2759 | 132 | 0.7595 | 0.5558 | 0.7595 | 0.8715 |
118
+ | No log | 2.3103 | 134 | 0.7860 | 0.5571 | 0.7860 | 0.8866 |
119
+ | No log | 2.3448 | 136 | 0.7918 | 0.5214 | 0.7918 | 0.8899 |
120
+ | No log | 2.3793 | 138 | 0.7786 | 0.5444 | 0.7786 | 0.8824 |
121
+ | No log | 2.4138 | 140 | 0.7725 | 0.5532 | 0.7725 | 0.8789 |
122
+ | No log | 2.4483 | 142 | 0.8082 | 0.5845 | 0.8082 | 0.8990 |
123
+ | No log | 2.4828 | 144 | 0.8579 | 0.5192 | 0.8579 | 0.9262 |
124
+ | No log | 2.5172 | 146 | 0.7631 | 0.6107 | 0.7631 | 0.8735 |
125
+ | No log | 2.5517 | 148 | 0.7846 | 0.5642 | 0.7846 | 0.8858 |
126
+ | No log | 2.5862 | 150 | 0.9686 | 0.4375 | 0.9686 | 0.9842 |
127
+ | No log | 2.6207 | 152 | 0.9441 | 0.3989 | 0.9441 | 0.9717 |
128
+ | No log | 2.6552 | 154 | 0.8217 | 0.4456 | 0.8217 | 0.9065 |
129
+ | No log | 2.6897 | 156 | 0.7815 | 0.4610 | 0.7815 | 0.8840 |
130
+ | No log | 2.7241 | 158 | 0.8311 | 0.4571 | 0.8311 | 0.9116 |
131
+ | No log | 2.7586 | 160 | 0.8194 | 0.4859 | 0.8194 | 0.9052 |
132
+ | No log | 2.7931 | 162 | 0.7915 | 0.4606 | 0.7915 | 0.8897 |
133
+ | No log | 2.8276 | 164 | 0.8593 | 0.4697 | 0.8593 | 0.9270 |
134
+ | No log | 2.8621 | 166 | 1.0557 | 0.3606 | 1.0557 | 1.0275 |
135
+ | No log | 2.8966 | 168 | 1.0392 | 0.3778 | 1.0392 | 1.0194 |
136
+ | No log | 2.9310 | 170 | 0.9416 | 0.4164 | 0.9416 | 0.9704 |
137
+ | No log | 2.9655 | 172 | 0.8013 | 0.5316 | 0.8013 | 0.8952 |
138
+ | No log | 3.0 | 174 | 0.7891 | 0.5431 | 0.7891 | 0.8883 |
139
+ | No log | 3.0345 | 176 | 0.8221 | 0.5304 | 0.8221 | 0.9067 |
140
+ | No log | 3.0690 | 178 | 0.8403 | 0.5144 | 0.8403 | 0.9167 |
141
+ | No log | 3.1034 | 180 | 0.8280 | 0.5279 | 0.8280 | 0.9099 |
142
+ | No log | 3.1379 | 182 | 0.9126 | 0.4383 | 0.9126 | 0.9553 |
143
+ | No log | 3.1724 | 184 | 0.9170 | 0.3688 | 0.9170 | 0.9576 |
144
+ | No log | 3.2069 | 186 | 0.8390 | 0.4093 | 0.8390 | 0.9160 |
145
+ | No log | 3.2414 | 188 | 0.8086 | 0.4534 | 0.8086 | 0.8992 |
146
+ | No log | 3.2759 | 190 | 0.8591 | 0.3945 | 0.8591 | 0.9269 |
147
+ | No log | 3.3103 | 192 | 0.9915 | 0.4013 | 0.9915 | 0.9957 |
148
+ | No log | 3.3448 | 194 | 0.9877 | 0.4415 | 0.9877 | 0.9938 |
149
+ | No log | 3.3793 | 196 | 0.8401 | 0.5342 | 0.8401 | 0.9166 |
150
+ | No log | 3.4138 | 198 | 0.7852 | 0.5645 | 0.7852 | 0.8861 |
151
+ | No log | 3.4483 | 200 | 0.7992 | 0.5516 | 0.7992 | 0.8940 |
152
+ | No log | 3.4828 | 202 | 0.9126 | 0.4906 | 0.9126 | 0.9553 |
153
+ | No log | 3.5172 | 204 | 1.0160 | 0.4590 | 1.0160 | 1.0080 |
154
+ | No log | 3.5517 | 206 | 0.9519 | 0.4796 | 0.9519 | 0.9757 |
155
+ | No log | 3.5862 | 208 | 0.7502 | 0.5798 | 0.7502 | 0.8662 |
156
+ | No log | 3.6207 | 210 | 0.7468 | 0.6147 | 0.7468 | 0.8642 |
157
+ | No log | 3.6552 | 212 | 0.8397 | 0.5614 | 0.8397 | 0.9163 |
158
+ | No log | 3.6897 | 214 | 1.0878 | 0.4199 | 1.0878 | 1.0430 |
159
+ | No log | 3.7241 | 216 | 1.2376 | 0.3688 | 1.2376 | 1.1125 |
160
+ | No log | 3.7586 | 218 | 1.1367 | 0.1845 | 1.1367 | 1.0662 |
161
+ | No log | 3.7931 | 220 | 0.9318 | 0.2441 | 0.9318 | 0.9653 |
162
+ | No log | 3.8276 | 222 | 0.8192 | 0.4764 | 0.8192 | 0.9051 |
163
+ | No log | 3.8621 | 224 | 0.7933 | 0.4781 | 0.7933 | 0.8907 |
164
+ | No log | 3.8966 | 226 | 0.7977 | 0.5287 | 0.7977 | 0.8932 |
165
+ | No log | 3.9310 | 228 | 0.7933 | 0.5261 | 0.7933 | 0.8907 |
166
+ | No log | 3.9655 | 230 | 0.8923 | 0.4812 | 0.8923 | 0.9446 |
167
+ | No log | 4.0 | 232 | 1.0278 | 0.4034 | 1.0278 | 1.0138 |
168
+ | No log | 4.0345 | 234 | 0.9332 | 0.5012 | 0.9332 | 0.9660 |
169
+ | No log | 4.0690 | 236 | 0.7708 | 0.5507 | 0.7708 | 0.8779 |
170
+ | No log | 4.1034 | 238 | 0.7578 | 0.5131 | 0.7578 | 0.8705 |
171
+ | No log | 4.1379 | 240 | 0.7605 | 0.6048 | 0.7605 | 0.8721 |
172
+ | No log | 4.1724 | 242 | 0.7512 | 0.6301 | 0.7512 | 0.8667 |
173
+ | No log | 4.2069 | 244 | 0.7544 | 0.6247 | 0.7544 | 0.8685 |
174
+ | No log | 4.2414 | 246 | 0.7884 | 0.5571 | 0.7884 | 0.8879 |
175
+ | No log | 4.2759 | 248 | 0.8886 | 0.4694 | 0.8886 | 0.9426 |
176
+ | No log | 4.3103 | 250 | 1.0471 | 0.3461 | 1.0471 | 1.0233 |
177
+ | No log | 4.3448 | 252 | 0.9367 | 0.4081 | 0.9367 | 0.9678 |
178
+ | No log | 4.3793 | 254 | 0.8007 | 0.4186 | 0.8007 | 0.8948 |
179
+ | No log | 4.4138 | 256 | 0.7689 | 0.4748 | 0.7689 | 0.8768 |
180
+ | No log | 4.4483 | 258 | 0.7426 | 0.4462 | 0.7426 | 0.8617 |
181
+ | No log | 4.4828 | 260 | 0.7216 | 0.4987 | 0.7216 | 0.8495 |
182
+ | No log | 4.5172 | 262 | 0.6966 | 0.5490 | 0.6966 | 0.8346 |
183
+ | No log | 4.5517 | 264 | 0.6725 | 0.6537 | 0.6725 | 0.8201 |
184
+ | No log | 4.5862 | 266 | 0.6641 | 0.6689 | 0.6641 | 0.8149 |
185
+ | No log | 4.6207 | 268 | 0.6651 | 0.6644 | 0.6651 | 0.8155 |
186
+ | No log | 4.6552 | 270 | 0.7456 | 0.5963 | 0.7456 | 0.8635 |
187
+ | No log | 4.6897 | 272 | 0.9565 | 0.4590 | 0.9565 | 0.9780 |
188
+ | No log | 4.7241 | 274 | 0.9891 | 0.4281 | 0.9891 | 0.9945 |
189
+ | No log | 4.7586 | 276 | 0.9032 | 0.4994 | 0.9032 | 0.9504 |
190
+ | No log | 4.7931 | 278 | 0.7870 | 0.5243 | 0.7870 | 0.8871 |
191
+ | No log | 4.8276 | 280 | 0.7157 | 0.6493 | 0.7157 | 0.8460 |
192
+ | No log | 4.8621 | 282 | 0.7124 | 0.6766 | 0.7124 | 0.8440 |
193
+ | No log | 4.8966 | 284 | 0.7373 | 0.6721 | 0.7373 | 0.8587 |
194
+ | No log | 4.9310 | 286 | 0.8470 | 0.5511 | 0.8470 | 0.9203 |
195
+ | No log | 4.9655 | 288 | 0.8848 | 0.4906 | 0.8848 | 0.9407 |
196
+ | No log | 5.0 | 290 | 0.8044 | 0.5888 | 0.8044 | 0.8969 |
197
+ | No log | 5.0345 | 292 | 0.7435 | 0.5442 | 0.7435 | 0.8622 |
198
+ | No log | 5.0690 | 294 | 0.7617 | 0.5442 | 0.7617 | 0.8728 |
199
+ | No log | 5.1034 | 296 | 0.7960 | 0.5516 | 0.7960 | 0.8922 |
200
+ | No log | 5.1379 | 298 | 0.8612 | 0.5584 | 0.8612 | 0.9280 |
201
+ | No log | 5.1724 | 300 | 0.8530 | 0.5383 | 0.8530 | 0.9236 |
202
+ | No log | 5.2069 | 302 | 0.8029 | 0.5173 | 0.8029 | 0.8961 |
203
+ | No log | 5.2414 | 304 | 0.8144 | 0.5566 | 0.8144 | 0.9024 |
204
+ | No log | 5.2759 | 306 | 0.8021 | 0.5875 | 0.8021 | 0.8956 |
205
+ | No log | 5.3103 | 308 | 0.8010 | 0.6064 | 0.8010 | 0.8950 |
206
+ | No log | 5.3448 | 310 | 0.7512 | 0.6446 | 0.7512 | 0.8667 |
207
+ | No log | 5.3793 | 312 | 0.7478 | 0.6380 | 0.7478 | 0.8647 |
208
+ | No log | 5.4138 | 314 | 0.8036 | 0.5875 | 0.8036 | 0.8964 |
209
+ | No log | 5.4483 | 316 | 0.9362 | 0.4387 | 0.9362 | 0.9676 |
210
+ | No log | 5.4828 | 318 | 0.9108 | 0.4796 | 0.9108 | 0.9544 |
211
+ | No log | 5.5172 | 320 | 0.7947 | 0.4745 | 0.7947 | 0.8914 |
212
+ | No log | 5.5517 | 322 | 0.7669 | 0.5146 | 0.7669 | 0.8757 |
213
+ | No log | 5.5862 | 324 | 0.7984 | 0.5645 | 0.7984 | 0.8935 |
214
+ | No log | 5.6207 | 326 | 0.8518 | 0.5566 | 0.8518 | 0.9229 |
215
+ | No log | 5.6552 | 328 | 0.8425 | 0.5368 | 0.8425 | 0.9179 |
216
+ | No log | 5.6897 | 330 | 0.8608 | 0.4604 | 0.8608 | 0.9278 |
217
+ | No log | 5.7241 | 332 | 0.8448 | 0.4954 | 0.8448 | 0.9191 |
218
+ | No log | 5.7586 | 334 | 0.8202 | 0.4948 | 0.8202 | 0.9056 |
219
+ | No log | 5.7931 | 336 | 0.7759 | 0.5357 | 0.7759 | 0.8808 |
220
+ | No log | 5.8276 | 338 | 0.7662 | 0.5135 | 0.7662 | 0.8753 |
221
+ | No log | 5.8621 | 340 | 0.7743 | 0.4742 | 0.7743 | 0.8799 |
222
+ | No log | 5.8966 | 342 | 0.7580 | 0.4760 | 0.7580 | 0.8706 |
223
+ | No log | 5.9310 | 344 | 0.7583 | 0.5523 | 0.7583 | 0.8708 |
224
+ | No log | 5.9655 | 346 | 0.7683 | 0.5419 | 0.7683 | 0.8766 |
225
+ | No log | 6.0 | 348 | 0.8210 | 0.5888 | 0.8210 | 0.9061 |
226
+ | No log | 6.0345 | 350 | 0.8146 | 0.5614 | 0.8146 | 0.9025 |
227
+ | No log | 6.0690 | 352 | 0.7906 | 0.5614 | 0.7906 | 0.8892 |
228
+ | No log | 6.1034 | 354 | 0.7692 | 0.4743 | 0.7692 | 0.8770 |
229
+ | No log | 6.1379 | 356 | 0.7627 | 0.4878 | 0.7627 | 0.8733 |
230
+ | No log | 6.1724 | 358 | 0.7516 | 0.5288 | 0.7516 | 0.8669 |
231
+ | No log | 6.2069 | 360 | 0.7552 | 0.5614 | 0.7552 | 0.8690 |
232
+ | No log | 6.2414 | 362 | 0.8077 | 0.5864 | 0.8077 | 0.8987 |
233
+ | No log | 6.2759 | 364 | 0.8069 | 0.5864 | 0.8069 | 0.8983 |
234
+ | No log | 6.3103 | 366 | 0.7652 | 0.5482 | 0.7652 | 0.8747 |
235
+ | No log | 6.3448 | 368 | 0.7457 | 0.5565 | 0.7457 | 0.8635 |
236
+ | No log | 6.3793 | 370 | 0.7290 | 0.6058 | 0.7290 | 0.8538 |
237
+ | No log | 6.4138 | 372 | 0.7610 | 0.6593 | 0.7610 | 0.8723 |
238
+ | No log | 6.4483 | 374 | 0.8102 | 0.6227 | 0.8102 | 0.9001 |
239
+ | No log | 6.4828 | 376 | 0.8193 | 0.6344 | 0.8193 | 0.9052 |
240
+ | No log | 6.5172 | 378 | 0.7606 | 0.5822 | 0.7606 | 0.8721 |
241
+ | No log | 6.5517 | 380 | 0.7093 | 0.5955 | 0.7093 | 0.8422 |
242
+ | No log | 6.5862 | 382 | 0.7240 | 0.5630 | 0.7240 | 0.8509 |
243
+ | No log | 6.6207 | 384 | 0.7166 | 0.6124 | 0.7166 | 0.8465 |
244
+ | No log | 6.6552 | 386 | 0.7399 | 0.5510 | 0.7399 | 0.8602 |
245
+ | No log | 6.6897 | 388 | 0.7608 | 0.5697 | 0.7608 | 0.8723 |
246
+ | No log | 6.7241 | 390 | 0.7873 | 0.5697 | 0.7873 | 0.8873 |
247
+ | No log | 6.7586 | 392 | 0.7620 | 0.5318 | 0.7620 | 0.8729 |
248
+ | No log | 6.7931 | 394 | 0.7333 | 0.5131 | 0.7333 | 0.8564 |
249
+ | No log | 6.8276 | 396 | 0.7392 | 0.5316 | 0.7392 | 0.8597 |
250
+ | No log | 6.8621 | 398 | 0.7377 | 0.5316 | 0.7377 | 0.8589 |
251
+ | No log | 6.8966 | 400 | 0.7408 | 0.5467 | 0.7408 | 0.8607 |
252
+ | No log | 6.9310 | 402 | 0.8044 | 0.5912 | 0.8044 | 0.8969 |
253
+ | No log | 6.9655 | 404 | 0.8147 | 0.6045 | 0.8147 | 0.9026 |
254
+ | No log | 7.0 | 406 | 0.7661 | 0.6695 | 0.7661 | 0.8753 |
255
+ | No log | 7.0345 | 408 | 0.7462 | 0.6415 | 0.7462 | 0.8638 |
256
+ | No log | 7.0690 | 410 | 0.7569 | 0.6593 | 0.7569 | 0.8700 |
257
+ | No log | 7.1034 | 412 | 0.7885 | 0.5798 | 0.7885 | 0.8880 |
258
+ | No log | 7.1379 | 414 | 0.7568 | 0.6415 | 0.7568 | 0.8699 |
259
+ | No log | 7.1724 | 416 | 0.7572 | 0.5169 | 0.7572 | 0.8702 |
260
+ | No log | 7.2069 | 418 | 0.7534 | 0.5155 | 0.7534 | 0.8680 |
261
+ | No log | 7.2414 | 420 | 0.7725 | 0.5438 | 0.7725 | 0.8789 |
262
+ | No log | 7.2759 | 422 | 0.8204 | 0.5383 | 0.8204 | 0.9058 |
263
+ | No log | 7.3103 | 424 | 0.7944 | 0.5173 | 0.7944 | 0.8913 |
264
+ | No log | 7.3448 | 426 | 0.7597 | 0.5475 | 0.7597 | 0.8716 |
265
+ | No log | 7.3793 | 428 | 0.7647 | 0.5155 | 0.7647 | 0.8745 |
266
+ | No log | 7.4138 | 430 | 0.7773 | 0.4883 | 0.7773 | 0.8816 |
267
+ | No log | 7.4483 | 432 | 0.8847 | 0.5150 | 0.8847 | 0.9406 |
268
+ | No log | 7.4828 | 434 | 1.0734 | 0.4882 | 1.0734 | 1.0361 |
269
+ | No log | 7.5172 | 436 | 1.1147 | 0.3878 | 1.1147 | 1.0558 |
270
+ | No log | 7.5517 | 438 | 1.0232 | 0.4783 | 1.0232 | 1.0115 |
271
+ | No log | 7.5862 | 440 | 1.0376 | 0.4783 | 1.0376 | 1.0186 |
272
+ | No log | 7.6207 | 442 | 1.0709 | 0.4783 | 1.0709 | 1.0348 |
273
+ | No log | 7.6552 | 444 | 1.0938 | 0.4152 | 1.0938 | 1.0458 |
274
+ | No log | 7.6897 | 446 | 1.0359 | 0.4587 | 1.0359 | 1.0178 |
275
+ | No log | 7.7241 | 448 | 0.9953 | 0.5098 | 0.9953 | 0.9977 |
276
+ | No log | 7.7586 | 450 | 0.8578 | 0.5650 | 0.8578 | 0.9262 |
277
+ | No log | 7.7931 | 452 | 0.8221 | 0.5462 | 0.8221 | 0.9067 |
278
+ | No log | 7.8276 | 454 | 0.8641 | 0.5234 | 0.8641 | 0.9296 |
279
+ | No log | 7.8621 | 456 | 0.9145 | 0.5411 | 0.9145 | 0.9563 |
280
+ | No log | 7.8966 | 458 | 0.8971 | 0.5715 | 0.8971 | 0.9471 |
281
+ | No log | 7.9310 | 460 | 0.7987 | 0.5699 | 0.7987 | 0.8937 |
282
+ | No log | 7.9655 | 462 | 0.7418 | 0.5796 | 0.7418 | 0.8613 |
283
+ | No log | 8.0 | 464 | 0.7332 | 0.6087 | 0.7332 | 0.8563 |
284
+ | No log | 8.0345 | 466 | 0.7408 | 0.5370 | 0.7408 | 0.8607 |
285
+ | No log | 8.0690 | 468 | 0.7893 | 0.4616 | 0.7893 | 0.8884 |
286
+ | No log | 8.1034 | 470 | 0.8470 | 0.5126 | 0.8470 | 0.9203 |
287
+ | No log | 8.1379 | 472 | 0.8342 | 0.5430 | 0.8342 | 0.9133 |
288
+ | No log | 8.1724 | 474 | 0.7772 | 0.6672 | 0.7772 | 0.8816 |
289
+ | No log | 8.2069 | 476 | 0.7677 | 0.6041 | 0.7677 | 0.8762 |
290
+ | No log | 8.2414 | 478 | 0.7588 | 0.6206 | 0.7588 | 0.8711 |
291
+ | No log | 8.2759 | 480 | 0.7993 | 0.5658 | 0.7993 | 0.8941 |
292
+ | No log | 8.3103 | 482 | 0.8330 | 0.5658 | 0.8330 | 0.9127 |
293
+ | No log | 8.3448 | 484 | 0.7878 | 0.5875 | 0.7878 | 0.8876 |
294
+ | No log | 8.3793 | 486 | 0.7490 | 0.6147 | 0.7490 | 0.8654 |
295
+ | No log | 8.4138 | 488 | 0.7096 | 0.6266 | 0.7096 | 0.8424 |
296
+ | No log | 8.4483 | 490 | 0.7069 | 0.5403 | 0.7069 | 0.8407 |
297
+ | No log | 8.4828 | 492 | 0.7075 | 0.5630 | 0.7075 | 0.8411 |
298
+ | No log | 8.5172 | 494 | 0.6861 | 0.6196 | 0.6861 | 0.8283 |
299
+ | No log | 8.5517 | 496 | 0.7306 | 0.5599 | 0.7306 | 0.8548 |
300
+ | No log | 8.5862 | 498 | 0.7929 | 0.5566 | 0.7929 | 0.8905 |
301
+ | 0.2909 | 8.6207 | 500 | 0.7583 | 0.5566 | 0.7583 | 0.8708 |
302
+ | 0.2909 | 8.6552 | 502 | 0.6960 | 0.6345 | 0.6960 | 0.8342 |
303
+ | 0.2909 | 8.6897 | 504 | 0.7033 | 0.5524 | 0.7033 | 0.8386 |
304
+ | 0.2909 | 8.7241 | 506 | 0.7083 | 0.5421 | 0.7083 | 0.8416 |
305
+ | 0.2909 | 8.7586 | 508 | 0.6841 | 0.5647 | 0.6841 | 0.8271 |
306
+ | 0.2909 | 8.7931 | 510 | 0.6891 | 0.6272 | 0.6891 | 0.8301 |
307
+ | 0.2909 | 8.8276 | 512 | 0.6877 | 0.5647 | 0.6877 | 0.8293 |
308
+ | 0.2909 | 8.8621 | 514 | 0.6949 | 0.5530 | 0.6949 | 0.8336 |
309
+ | 0.2909 | 8.8966 | 516 | 0.7014 | 0.5548 | 0.7014 | 0.8375 |
310
+ | 0.2909 | 8.9310 | 518 | 0.6826 | 0.5054 | 0.6826 | 0.8262 |
311
+ | 0.2909 | 8.9655 | 520 | 0.7000 | 0.5746 | 0.7000 | 0.8366 |
312
+ | 0.2909 | 9.0 | 522 | 0.7584 | 0.5059 | 0.7584 | 0.8709 |
313
+ | 0.2909 | 9.0345 | 524 | 0.8067 | 0.5677 | 0.8067 | 0.8982 |
314
+ | 0.2909 | 9.0690 | 526 | 0.7663 | 0.5279 | 0.7663 | 0.8754 |
315
+ | 0.2909 | 9.1034 | 528 | 0.7531 | 0.5710 | 0.7531 | 0.8678 |
316
+ | 0.2909 | 9.1379 | 530 | 0.7521 | 0.6324 | 0.7521 | 0.8672 |
317
+ | 0.2909 | 9.1724 | 532 | 0.7561 | 0.6324 | 0.7561 | 0.8695 |
318
+ | 0.2909 | 9.2069 | 534 | 0.7521 | 0.6157 | 0.7521 | 0.8672 |
319
+ | 0.2909 | 9.2414 | 536 | 0.7802 | 0.5059 | 0.7802 | 0.8833 |
320
+ | 0.2909 | 9.2759 | 538 | 0.8075 | 0.4943 | 0.8075 | 0.8986 |
321
+ | 0.2909 | 9.3103 | 540 | 0.7886 | 0.5059 | 0.7886 | 0.8880 |
322
+ | 0.2909 | 9.3448 | 542 | 0.7613 | 0.4869 | 0.7613 | 0.8725 |
323
+ | 0.2909 | 9.3793 | 544 | 0.7451 | 0.6096 | 0.7451 | 0.8632 |
324
+ | 0.2909 | 9.4138 | 546 | 0.7502 | 0.5972 | 0.7502 | 0.8661 |
325
+ | 0.2909 | 9.4483 | 548 | 0.7509 | 0.5246 | 0.7509 | 0.8666 |
326
+ | 0.2909 | 9.4828 | 550 | 0.7468 | 0.5972 | 0.7468 | 0.8642 |
327
+ | 0.2909 | 9.5172 | 552 | 0.7491 | 0.5485 | 0.7491 | 0.8655 |
328
+ | 0.2909 | 9.5517 | 554 | 0.7612 | 0.4988 | 0.7612 | 0.8724 |
329
+ | 0.2909 | 9.5862 | 556 | 0.7791 | 0.4988 | 0.7791 | 0.8827 |
330
+ | 0.2909 | 9.6207 | 558 | 0.7638 | 0.4981 | 0.7638 | 0.8739 |
331
+ | 0.2909 | 9.6552 | 560 | 0.7489 | 0.5972 | 0.7489 | 0.8654 |
332
+ | 0.2909 | 9.6897 | 562 | 0.7560 | 0.5747 | 0.7560 | 0.8695 |
333
+ | 0.2909 | 9.7241 | 564 | 0.7657 | 0.5485 | 0.7657 | 0.8750 |
334
+ | 0.2909 | 9.7586 | 566 | 0.7903 | 0.4981 | 0.7903 | 0.8890 |
335
+ | 0.2909 | 9.7931 | 568 | 0.8245 | 0.4615 | 0.8245 | 0.9080 |
336
+ | 0.2909 | 9.8276 | 570 | 0.8066 | 0.4615 | 0.8066 | 0.8981 |
337
+ | 0.2909 | 9.8621 | 572 | 0.7778 | 0.5246 | 0.7778 | 0.8819 |
338
 
339
 
340
  ### Framework versions