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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k6_task7_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k5_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k5_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.6723
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- - Qwk: 0.3769
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- - Mse: 0.6723
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- - Rmse: 0.8200
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  ## Model description
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@@ -49,261 +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 | 0.1111 | 2 | 2.7098 | -0.0449 | 2.7098 | 1.6461 |
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- | No log | 0.2222 | 4 | 1.4777 | 0.0782 | 1.4777 | 1.2156 |
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- | No log | 0.3333 | 6 | 0.7834 | 0.1786 | 0.7834 | 0.8851 |
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- | No log | 0.4444 | 8 | 0.7792 | 0.1407 | 0.7792 | 0.8827 |
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- | No log | 0.5556 | 10 | 0.9759 | 0.1628 | 0.9759 | 0.9879 |
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- | No log | 0.6667 | 12 | 1.0939 | -0.0340 | 1.0939 | 1.0459 |
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- | No log | 0.7778 | 14 | 1.0270 | 0.0168 | 1.0270 | 1.0134 |
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- | No log | 0.8889 | 16 | 1.0775 | 0.0692 | 1.0775 | 1.0380 |
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- | No log | 1.0 | 18 | 1.0521 | 0.1897 | 1.0521 | 1.0257 |
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- | No log | 1.1111 | 20 | 0.8148 | 0.1298 | 0.8148 | 0.9027 |
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- | No log | 1.2222 | 22 | 0.7892 | 0.2445 | 0.7892 | 0.8883 |
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- | No log | 1.3333 | 24 | 0.8604 | 0.2839 | 0.8604 | 0.9276 |
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- | No log | 1.4444 | 26 | 0.7986 | 0.2995 | 0.7986 | 0.8936 |
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- | No log | 1.5556 | 28 | 0.7157 | 0.0827 | 0.7157 | 0.8460 |
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- | No log | 1.6667 | 30 | 0.7478 | 0.0919 | 0.7478 | 0.8647 |
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- | No log | 1.7778 | 32 | 0.7188 | 0.0097 | 0.7188 | 0.8478 |
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- | No log | 1.8889 | 34 | 0.6982 | 0.2308 | 0.6982 | 0.8356 |
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- | No log | 2.0 | 36 | 0.8307 | 0.2967 | 0.8307 | 0.9114 |
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- | No log | 2.1111 | 38 | 0.9094 | 0.2000 | 0.9094 | 0.9536 |
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- | No log | 2.2222 | 40 | 0.7899 | 0.2817 | 0.7899 | 0.8888 |
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- | No log | 2.3333 | 42 | 0.7940 | 0.0441 | 0.7940 | 0.8911 |
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- | No log | 2.4444 | 44 | 0.8845 | 0.0919 | 0.8845 | 0.9405 |
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- | No log | 2.5556 | 46 | 0.8238 | 0.0514 | 0.8238 | 0.9076 |
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- | No log | 2.6667 | 48 | 0.7309 | 0.1136 | 0.7309 | 0.8549 |
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- | No log | 2.7778 | 50 | 0.8708 | 0.3494 | 0.8708 | 0.9331 |
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- | No log | 2.8889 | 52 | 1.1666 | 0.2100 | 1.1666 | 1.0801 |
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- | No log | 3.0 | 54 | 1.1634 | 0.2264 | 1.1634 | 1.0786 |
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- | No log | 3.1111 | 56 | 0.9192 | 0.3194 | 0.9192 | 0.9588 |
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- | No log | 3.2222 | 58 | 0.7340 | 0.4137 | 0.7340 | 0.8568 |
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- | No log | 3.3333 | 60 | 0.9285 | 0.1793 | 0.9285 | 0.9636 |
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- | No log | 3.4444 | 62 | 0.9868 | 0.2020 | 0.9868 | 0.9934 |
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- | No log | 3.5556 | 64 | 0.8057 | 0.2624 | 0.8057 | 0.8976 |
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- | No log | 3.6667 | 66 | 0.7775 | 0.3344 | 0.7775 | 0.8818 |
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- | No log | 3.7778 | 68 | 0.9361 | 0.3287 | 0.9361 | 0.9675 |
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- | No log | 3.8889 | 70 | 0.9012 | 0.3287 | 0.9012 | 0.9493 |
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- | No log | 4.0 | 72 | 0.8072 | 0.3169 | 0.8072 | 0.8984 |
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- | No log | 4.1111 | 74 | 0.6927 | 0.3867 | 0.6927 | 0.8323 |
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- | No log | 4.2222 | 76 | 0.6750 | 0.3840 | 0.6750 | 0.8216 |
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- | No log | 4.3333 | 78 | 0.7333 | 0.3169 | 0.7333 | 0.8563 |
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- | No log | 4.4444 | 80 | 0.7332 | 0.3302 | 0.7332 | 0.8563 |
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- | No log | 4.5556 | 82 | 0.7798 | 0.2724 | 0.7798 | 0.8830 |
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- | No log | 4.6667 | 84 | 0.9752 | 0.2533 | 0.9752 | 0.9875 |
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- | No log | 4.7778 | 86 | 1.0180 | 0.2488 | 1.0180 | 1.0090 |
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- | No log | 4.8889 | 88 | 0.9101 | 0.3732 | 0.9101 | 0.9540 |
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- | No log | 5.0 | 90 | 1.0413 | 0.2156 | 1.0413 | 1.0204 |
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- | No log | 5.1111 | 92 | 0.9588 | 0.2686 | 0.9588 | 0.9792 |
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- | No log | 5.2222 | 94 | 0.8594 | 0.3586 | 0.8594 | 0.9270 |
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- | No log | 5.3333 | 96 | 1.2277 | 0.3384 | 1.2277 | 1.1080 |
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- | No log | 5.4444 | 98 | 1.4006 | 0.3101 | 1.4006 | 1.1835 |
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- | No log | 5.5556 | 100 | 1.0712 | 0.4272 | 1.0712 | 1.0350 |
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- | No log | 5.6667 | 102 | 0.6182 | 0.3662 | 0.6182 | 0.7862 |
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- | No log | 5.7778 | 104 | 0.5299 | 0.6544 | 0.5299 | 0.7280 |
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- | No log | 5.8889 | 106 | 0.5455 | 0.6500 | 0.5455 | 0.7386 |
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- | No log | 6.0 | 108 | 0.5179 | 0.6257 | 0.5179 | 0.7196 |
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- | No log | 6.1111 | 110 | 0.5279 | 0.6010 | 0.5279 | 0.7265 |
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- | No log | 6.2222 | 112 | 0.5691 | 0.4464 | 0.5691 | 0.7544 |
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- | No log | 6.3333 | 114 | 0.5350 | 0.5307 | 0.5350 | 0.7314 |
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- | No log | 6.4444 | 116 | 0.5267 | 0.4983 | 0.5267 | 0.7258 |
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- | No log | 6.5556 | 118 | 0.5488 | 0.4122 | 0.5488 | 0.7408 |
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- | No log | 6.6667 | 120 | 0.6290 | 0.3712 | 0.6290 | 0.7931 |
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- | No log | 6.7778 | 122 | 0.7284 | 0.3194 | 0.7284 | 0.8535 |
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- | No log | 6.8889 | 124 | 0.7267 | 0.3562 | 0.7267 | 0.8525 |
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- | No log | 7.0 | 126 | 0.7312 | 0.3754 | 0.7312 | 0.8551 |
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- | No log | 7.1111 | 128 | 0.7664 | 0.3806 | 0.7664 | 0.8754 |
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- | No log | 7.2222 | 130 | 0.7156 | 0.3483 | 0.7156 | 0.8459 |
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- | No log | 7.3333 | 132 | 0.7446 | 0.3973 | 0.7446 | 0.8629 |
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- | No log | 7.4444 | 134 | 0.8691 | 0.3887 | 0.8691 | 0.9322 |
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- | No log | 7.5556 | 136 | 0.9019 | 0.4051 | 0.9019 | 0.9497 |
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- | No log | 7.6667 | 138 | 0.8369 | 0.3623 | 0.8369 | 0.9148 |
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- | No log | 7.7778 | 140 | 0.6901 | 0.3518 | 0.6901 | 0.8307 |
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- | No log | 7.8889 | 142 | 0.6119 | 0.4768 | 0.6119 | 0.7822 |
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- | No log | 8.0 | 144 | 0.6071 | 0.4265 | 0.6071 | 0.7792 |
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- | No log | 8.1111 | 146 | 0.6928 | 0.3648 | 0.6928 | 0.8324 |
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- | No log | 8.2222 | 148 | 0.8571 | 0.4287 | 0.8571 | 0.9258 |
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- | No log | 8.3333 | 150 | 0.7649 | 0.4732 | 0.7649 | 0.8746 |
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- | No log | 8.4444 | 152 | 0.6951 | 0.4789 | 0.6951 | 0.8337 |
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- | No log | 8.5556 | 154 | 0.6892 | 0.4281 | 0.6892 | 0.8302 |
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- | No log | 8.6667 | 156 | 0.7123 | 0.4421 | 0.7123 | 0.8440 |
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- | No log | 8.7778 | 158 | 0.7965 | 0.4114 | 0.7965 | 0.8925 |
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- | No log | 8.8889 | 160 | 0.8314 | 0.3538 | 0.8314 | 0.9118 |
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- | No log | 9.0 | 162 | 0.7374 | 0.3494 | 0.7374 | 0.8587 |
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- | No log | 9.1111 | 164 | 0.6828 | 0.3372 | 0.6828 | 0.8263 |
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- | No log | 9.2222 | 166 | 0.6484 | 0.3518 | 0.6484 | 0.8052 |
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- | No log | 9.3333 | 168 | 0.6817 | 0.2692 | 0.6817 | 0.8257 |
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- | No log | 9.4444 | 170 | 0.9137 | 0.3577 | 0.9137 | 0.9559 |
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- | No log | 9.5556 | 172 | 1.0300 | 0.3759 | 1.0300 | 1.0149 |
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- | No log | 9.6667 | 174 | 0.8104 | 0.4528 | 0.8104 | 0.9002 |
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- | No log | 9.7778 | 176 | 0.6698 | 0.4302 | 0.6698 | 0.8184 |
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- | No log | 9.8889 | 178 | 0.6122 | 0.4438 | 0.6122 | 0.7824 |
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- | No log | 10.0 | 180 | 0.6072 | 0.4419 | 0.6072 | 0.7792 |
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- | No log | 10.1111 | 182 | 0.6816 | 0.3843 | 0.6816 | 0.8256 |
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- | No log | 10.2222 | 184 | 0.6902 | 0.3843 | 0.6902 | 0.8308 |
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- | No log | 10.3333 | 186 | 0.6156 | 0.3942 | 0.6156 | 0.7846 |
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- | No log | 10.4444 | 188 | 0.6053 | 0.4257 | 0.6053 | 0.7780 |
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- | No log | 10.5556 | 190 | 0.6108 | 0.4470 | 0.6108 | 0.7816 |
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- | No log | 10.6667 | 192 | 0.6393 | 0.4397 | 0.6393 | 0.7996 |
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- | No log | 10.7778 | 194 | 0.7008 | 0.4408 | 0.7008 | 0.8371 |
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- | No log | 10.8889 | 196 | 0.6832 | 0.4227 | 0.6832 | 0.8265 |
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- | No log | 11.0 | 198 | 0.6195 | 0.5003 | 0.6195 | 0.7871 |
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- | No log | 11.1111 | 200 | 0.6175 | 0.4953 | 0.6175 | 0.7858 |
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- | No log | 11.2222 | 202 | 0.6515 | 0.3769 | 0.6515 | 0.8071 |
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- | No log | 11.3333 | 204 | 0.6763 | 0.3221 | 0.6763 | 0.8224 |
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- | No log | 11.4444 | 206 | 0.7074 | 0.3590 | 0.7074 | 0.8410 |
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- | No log | 11.5556 | 208 | 0.6205 | 0.4413 | 0.6205 | 0.7877 |
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- | No log | 11.6667 | 210 | 0.6035 | 0.4105 | 0.6035 | 0.7768 |
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- | No log | 11.7778 | 212 | 0.6114 | 0.4505 | 0.6114 | 0.7819 |
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- | No log | 11.8889 | 214 | 0.6267 | 0.4067 | 0.6267 | 0.7916 |
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- | No log | 12.0 | 216 | 0.6770 | 0.4036 | 0.6770 | 0.8228 |
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- | No log | 12.1111 | 218 | 0.6535 | 0.3891 | 0.6535 | 0.8084 |
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- | No log | 12.2222 | 220 | 0.6547 | 0.3441 | 0.6547 | 0.8092 |
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- | No log | 12.3333 | 222 | 0.6838 | 0.3842 | 0.6838 | 0.8269 |
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- | No log | 12.4444 | 224 | 0.7114 | 0.3936 | 0.7114 | 0.8435 |
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- | No log | 12.5556 | 226 | 0.6372 | 0.4358 | 0.6372 | 0.7982 |
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- | No log | 12.6667 | 228 | 0.6183 | 0.3964 | 0.6183 | 0.7863 |
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- | No log | 12.7778 | 230 | 0.6104 | 0.4768 | 0.6104 | 0.7813 |
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- | No log | 12.8889 | 232 | 0.6507 | 0.3287 | 0.6507 | 0.8067 |
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- | No log | 13.0 | 234 | 0.8082 | 0.3822 | 0.8082 | 0.8990 |
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- | No log | 13.1111 | 236 | 0.8165 | 0.3822 | 0.8165 | 0.9036 |
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- | No log | 13.2222 | 238 | 0.6693 | 0.3287 | 0.6693 | 0.8181 |
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- | No log | 13.3333 | 240 | 0.6292 | 0.4895 | 0.6292 | 0.7932 |
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- | No log | 13.4444 | 242 | 0.6215 | 0.3729 | 0.6215 | 0.7883 |
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- | No log | 13.5556 | 244 | 0.6260 | 0.3754 | 0.6260 | 0.7912 |
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- | No log | 13.6667 | 246 | 0.6185 | 0.4752 | 0.6185 | 0.7865 |
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- | No log | 13.7778 | 248 | 0.7082 | 0.3843 | 0.7082 | 0.8415 |
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- | No log | 13.8889 | 250 | 0.7596 | 0.4014 | 0.7596 | 0.8716 |
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- | No log | 14.0 | 252 | 0.7005 | 0.3677 | 0.7005 | 0.8369 |
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- | No log | 14.1111 | 254 | 0.6942 | 0.3700 | 0.6942 | 0.8332 |
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- | No log | 14.2222 | 256 | 0.6775 | 0.3640 | 0.6775 | 0.8231 |
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- | No log | 14.3333 | 258 | 0.6850 | 0.3640 | 0.6850 | 0.8277 |
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- | No log | 14.4444 | 260 | 0.7300 | 0.3843 | 0.7300 | 0.8544 |
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- | No log | 14.5556 | 262 | 0.7808 | 0.3770 | 0.7808 | 0.8836 |
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- | No log | 14.6667 | 264 | 0.7598 | 0.3770 | 0.7598 | 0.8717 |
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- | No log | 14.7778 | 266 | 0.7308 | 0.4036 | 0.7308 | 0.8548 |
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- | No log | 14.8889 | 268 | 0.7113 | 0.3590 | 0.7113 | 0.8434 |
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- | No log | 15.0 | 270 | 0.6728 | 0.4001 | 0.6728 | 0.8202 |
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- | No log | 15.1111 | 272 | 0.6569 | 0.4753 | 0.6569 | 0.8105 |
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- | No log | 15.2222 | 274 | 0.6452 | 0.4418 | 0.6452 | 0.8033 |
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- | No log | 15.3333 | 276 | 0.6295 | 0.4555 | 0.6295 | 0.7934 |
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- | No log | 15.4444 | 278 | 0.6298 | 0.4576 | 0.6298 | 0.7936 |
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- | No log | 15.5556 | 280 | 0.6352 | 0.4352 | 0.6352 | 0.7970 |
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- | No log | 15.6667 | 282 | 0.6679 | 0.4352 | 0.6679 | 0.8172 |
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- | No log | 15.7778 | 284 | 0.6677 | 0.3425 | 0.6677 | 0.8171 |
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- | No log | 15.8889 | 286 | 0.6444 | 0.4114 | 0.6444 | 0.8028 |
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- | No log | 16.0 | 288 | 0.6533 | 0.4285 | 0.6533 | 0.8083 |
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- | No log | 16.1111 | 290 | 0.6384 | 0.4285 | 0.6384 | 0.7990 |
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- | No log | 16.2222 | 292 | 0.6044 | 0.4222 | 0.6044 | 0.7775 |
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- | No log | 16.3333 | 294 | 0.7067 | 0.3732 | 0.7067 | 0.8407 |
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- | No log | 16.4444 | 296 | 0.7693 | 0.4038 | 0.7693 | 0.8771 |
200
- | No log | 16.5556 | 298 | 0.6960 | 0.3195 | 0.6960 | 0.8343 |
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- | No log | 16.6667 | 300 | 0.5901 | 0.4610 | 0.5901 | 0.7682 |
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- | No log | 16.7778 | 302 | 0.5841 | 0.3889 | 0.5841 | 0.7643 |
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- | No log | 16.8889 | 304 | 0.5816 | 0.3808 | 0.5816 | 0.7626 |
204
- | No log | 17.0 | 306 | 0.6157 | 0.4337 | 0.6157 | 0.7847 |
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- | No log | 17.1111 | 308 | 0.6658 | 0.3656 | 0.6658 | 0.8160 |
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- | No log | 17.2222 | 310 | 0.6569 | 0.3723 | 0.6569 | 0.8105 |
207
- | No log | 17.3333 | 312 | 0.6295 | 0.4701 | 0.6295 | 0.7934 |
208
- | No log | 17.4444 | 314 | 0.6422 | 0.4278 | 0.6422 | 0.8014 |
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- | No log | 17.5556 | 316 | 0.6885 | 0.3329 | 0.6885 | 0.8298 |
210
- | No log | 17.6667 | 318 | 0.7451 | 0.3822 | 0.7451 | 0.8632 |
211
- | No log | 17.7778 | 320 | 0.7703 | 0.3822 | 0.7703 | 0.8777 |
212
- | No log | 17.8889 | 322 | 0.6907 | 0.3393 | 0.6907 | 0.8311 |
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- | No log | 18.0 | 324 | 0.6392 | 0.3603 | 0.6392 | 0.7995 |
214
- | No log | 18.1111 | 326 | 0.6497 | 0.4068 | 0.6497 | 0.8061 |
215
- | No log | 18.2222 | 328 | 0.6515 | 0.3691 | 0.6515 | 0.8072 |
216
- | No log | 18.3333 | 330 | 0.6720 | 0.3401 | 0.6720 | 0.8197 |
217
- | No log | 18.4444 | 332 | 0.7046 | 0.3590 | 0.7046 | 0.8394 |
218
- | No log | 18.5556 | 334 | 0.6900 | 0.3482 | 0.6900 | 0.8307 |
219
- | No log | 18.6667 | 336 | 0.6614 | 0.3554 | 0.6614 | 0.8132 |
220
- | No log | 18.7778 | 338 | 0.6726 | 0.3554 | 0.6726 | 0.8201 |
221
- | No log | 18.8889 | 340 | 0.6889 | 0.3489 | 0.6889 | 0.8300 |
222
- | No log | 19.0 | 342 | 0.7312 | 0.3470 | 0.7312 | 0.8551 |
223
- | No log | 19.1111 | 344 | 0.7399 | 0.3106 | 0.7399 | 0.8602 |
224
- | No log | 19.2222 | 346 | 0.6791 | 0.3679 | 0.6791 | 0.8241 |
225
- | No log | 19.3333 | 348 | 0.6630 | 0.3613 | 0.6630 | 0.8143 |
226
- | No log | 19.4444 | 350 | 0.6351 | 0.4051 | 0.6351 | 0.7969 |
227
- | No log | 19.5556 | 352 | 0.6185 | 0.4051 | 0.6185 | 0.7865 |
228
- | No log | 19.6667 | 354 | 0.5994 | 0.4377 | 0.5994 | 0.7742 |
229
- | No log | 19.7778 | 356 | 0.6163 | 0.3931 | 0.6163 | 0.7851 |
230
- | No log | 19.8889 | 358 | 0.6339 | 0.4176 | 0.6339 | 0.7962 |
231
- | No log | 20.0 | 360 | 0.6413 | 0.3971 | 0.6413 | 0.8008 |
232
- | No log | 20.1111 | 362 | 0.6060 | 0.4176 | 0.6060 | 0.7785 |
233
- | No log | 20.2222 | 364 | 0.6352 | 0.3971 | 0.6352 | 0.7970 |
234
- | No log | 20.3333 | 366 | 0.7129 | 0.3669 | 0.7129 | 0.8443 |
235
- | No log | 20.4444 | 368 | 0.7090 | 0.3463 | 0.7090 | 0.8420 |
236
- | No log | 20.5556 | 370 | 0.6589 | 0.3732 | 0.6589 | 0.8117 |
237
- | No log | 20.6667 | 372 | 0.6684 | 0.3248 | 0.6684 | 0.8175 |
238
- | No log | 20.7778 | 374 | 0.6913 | 0.3615 | 0.6913 | 0.8315 |
239
- | No log | 20.8889 | 376 | 0.7122 | 0.3032 | 0.7122 | 0.8439 |
240
- | No log | 21.0 | 378 | 0.7435 | 0.3344 | 0.7435 | 0.8622 |
241
- | No log | 21.1111 | 380 | 0.7156 | 0.3866 | 0.7156 | 0.8459 |
242
- | No log | 21.2222 | 382 | 0.7177 | 0.3526 | 0.7177 | 0.8472 |
243
- | No log | 21.3333 | 384 | 0.7230 | 0.3648 | 0.7230 | 0.8503 |
244
- | No log | 21.4444 | 386 | 0.6521 | 0.4374 | 0.6521 | 0.8075 |
245
- | No log | 21.5556 | 388 | 0.6092 | 0.4402 | 0.6092 | 0.7805 |
246
- | No log | 21.6667 | 390 | 0.6060 | 0.4299 | 0.6060 | 0.7785 |
247
- | No log | 21.7778 | 392 | 0.6071 | 0.4828 | 0.6071 | 0.7792 |
248
- | No log | 21.8889 | 394 | 0.6769 | 0.3746 | 0.6769 | 0.8227 |
249
- | No log | 22.0 | 396 | 0.8222 | 0.3688 | 0.8222 | 0.9068 |
250
- | No log | 22.1111 | 398 | 0.8852 | 0.3403 | 0.8852 | 0.9409 |
251
- | No log | 22.2222 | 400 | 0.7850 | 0.3520 | 0.7850 | 0.8860 |
252
- | No log | 22.3333 | 402 | 0.6722 | 0.3121 | 0.6722 | 0.8199 |
253
- | No log | 22.4444 | 404 | 0.6313 | 0.4378 | 0.6313 | 0.7945 |
254
- | No log | 22.5556 | 406 | 0.6368 | 0.4659 | 0.6368 | 0.7980 |
255
- | No log | 22.6667 | 408 | 0.6651 | 0.3458 | 0.6651 | 0.8156 |
256
- | No log | 22.7778 | 410 | 0.8287 | 0.3679 | 0.8287 | 0.9103 |
257
- | No log | 22.8889 | 412 | 0.9932 | 0.3936 | 0.9932 | 0.9966 |
258
- | No log | 23.0 | 414 | 0.9294 | 0.4217 | 0.9294 | 0.9641 |
259
- | No log | 23.1111 | 416 | 0.7734 | 0.4273 | 0.7734 | 0.8794 |
260
- | No log | 23.2222 | 418 | 0.7099 | 0.3395 | 0.7099 | 0.8426 |
261
- | No log | 23.3333 | 420 | 0.7055 | 0.3433 | 0.7055 | 0.8399 |
262
- | No log | 23.4444 | 422 | 0.6746 | 0.3284 | 0.6746 | 0.8214 |
263
- | No log | 23.5556 | 424 | 0.6675 | 0.3723 | 0.6675 | 0.8170 |
264
- | No log | 23.6667 | 426 | 0.6870 | 0.3183 | 0.6870 | 0.8289 |
265
- | No log | 23.7778 | 428 | 0.6729 | 0.3544 | 0.6729 | 0.8203 |
266
- | No log | 23.8889 | 430 | 0.6605 | 0.3399 | 0.6605 | 0.8127 |
267
- | No log | 24.0 | 432 | 0.6570 | 0.3545 | 0.6570 | 0.8105 |
268
- | No log | 24.1111 | 434 | 0.6628 | 0.4212 | 0.6628 | 0.8141 |
269
- | No log | 24.2222 | 436 | 0.6928 | 0.4212 | 0.6928 | 0.8323 |
270
- | No log | 24.3333 | 438 | 0.8041 | 0.2892 | 0.8041 | 0.8967 |
271
- | No log | 24.4444 | 440 | 0.9869 | 0.3284 | 0.9869 | 0.9934 |
272
- | No log | 24.5556 | 442 | 0.9882 | 0.3233 | 0.9882 | 0.9941 |
273
- | No log | 24.6667 | 444 | 0.9123 | 0.3650 | 0.9123 | 0.9551 |
274
- | No log | 24.7778 | 446 | 0.8404 | 0.2934 | 0.8404 | 0.9167 |
275
- | No log | 24.8889 | 448 | 0.7442 | 0.3256 | 0.7442 | 0.8627 |
276
- | No log | 25.0 | 450 | 0.7011 | 0.3699 | 0.7011 | 0.8373 |
277
- | No log | 25.1111 | 452 | 0.6625 | 0.3032 | 0.6625 | 0.8139 |
278
- | No log | 25.2222 | 454 | 0.6148 | 0.4267 | 0.6148 | 0.7841 |
279
- | No log | 25.3333 | 456 | 0.5909 | 0.4136 | 0.5909 | 0.7687 |
280
- | No log | 25.4444 | 458 | 0.5871 | 0.4402 | 0.5871 | 0.7663 |
281
- | No log | 25.5556 | 460 | 0.6003 | 0.4267 | 0.6003 | 0.7748 |
282
- | No log | 25.6667 | 462 | 0.6486 | 0.3662 | 0.6486 | 0.8053 |
283
- | No log | 25.7778 | 464 | 0.6899 | 0.3630 | 0.6899 | 0.8306 |
284
- | No log | 25.8889 | 466 | 0.7124 | 0.3256 | 0.7124 | 0.8440 |
285
- | No log | 26.0 | 468 | 0.7657 | 0.3134 | 0.7657 | 0.8750 |
286
- | No log | 26.1111 | 470 | 0.7737 | 0.3456 | 0.7737 | 0.8796 |
287
- | No log | 26.2222 | 472 | 0.7455 | 0.3609 | 0.7455 | 0.8634 |
288
- | No log | 26.3333 | 474 | 0.7323 | 0.3409 | 0.7323 | 0.8558 |
289
- | No log | 26.4444 | 476 | 0.7502 | 0.3344 | 0.7502 | 0.8662 |
290
- | No log | 26.5556 | 478 | 0.7781 | 0.3194 | 0.7781 | 0.8821 |
291
- | No log | 26.6667 | 480 | 0.7507 | 0.3256 | 0.7507 | 0.8664 |
292
- | No log | 26.7778 | 482 | 0.7245 | 0.3169 | 0.7245 | 0.8512 |
293
- | No log | 26.8889 | 484 | 0.7153 | 0.2967 | 0.7153 | 0.8458 |
294
- | No log | 27.0 | 486 | 0.7006 | 0.3518 | 0.7006 | 0.8370 |
295
- | No log | 27.1111 | 488 | 0.6734 | 0.3755 | 0.6734 | 0.8206 |
296
- | No log | 27.2222 | 490 | 0.6435 | 0.3197 | 0.6435 | 0.8022 |
297
- | No log | 27.3333 | 492 | 0.6308 | 0.3604 | 0.6308 | 0.7942 |
298
- | No log | 27.4444 | 494 | 0.6292 | 0.3863 | 0.6292 | 0.7932 |
299
- | No log | 27.5556 | 496 | 0.6318 | 0.4613 | 0.6318 | 0.7949 |
300
- | No log | 27.6667 | 498 | 0.6398 | 0.3574 | 0.6398 | 0.7999 |
301
- | 0.2746 | 27.7778 | 500 | 0.6658 | 0.4103 | 0.6658 | 0.8160 |
302
- | 0.2746 | 27.8889 | 502 | 0.7796 | 0.3068 | 0.7796 | 0.8829 |
303
- | 0.2746 | 28.0 | 504 | 0.8717 | 0.3403 | 0.8717 | 0.9337 |
304
- | 0.2746 | 28.1111 | 506 | 0.8134 | 0.3274 | 0.8134 | 0.9019 |
305
- | 0.2746 | 28.2222 | 508 | 0.7296 | 0.3001 | 0.7296 | 0.8542 |
306
- | 0.2746 | 28.3333 | 510 | 0.6723 | 0.3769 | 0.6723 | 0.8200 |
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k6_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k6_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.5001
19
+ - Qwk: 0.5153
20
+ - Mse: 0.5001
21
+ - Rmse: 0.7072
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0909 | 2 | 2.5780 | -0.0262 | 2.5780 | 1.6056 |
53
+ | No log | 0.1818 | 4 | 1.3852 | 0.0763 | 1.3852 | 1.1770 |
54
+ | No log | 0.2727 | 6 | 0.8594 | 0.0101 | 0.8594 | 0.9270 |
55
+ | No log | 0.3636 | 8 | 0.9364 | 0.1050 | 0.9364 | 0.9677 |
56
+ | No log | 0.4545 | 10 | 0.8739 | 0.1734 | 0.8739 | 0.9349 |
57
+ | No log | 0.5455 | 12 | 0.6938 | 0.2407 | 0.6938 | 0.8329 |
58
+ | No log | 0.6364 | 14 | 0.6548 | 0.1863 | 0.6548 | 0.8092 |
59
+ | No log | 0.7273 | 16 | 0.6618 | -0.0027 | 0.6618 | 0.8135 |
60
+ | No log | 0.8182 | 18 | 0.6885 | 0.0481 | 0.6885 | 0.8298 |
61
+ | No log | 0.9091 | 20 | 0.8038 | 0.3218 | 0.8038 | 0.8965 |
62
+ | No log | 1.0 | 22 | 0.8400 | 0.3854 | 0.8400 | 0.9165 |
63
+ | No log | 1.0909 | 24 | 0.7830 | 0.3542 | 0.7830 | 0.8849 |
64
+ | No log | 1.1818 | 26 | 0.6820 | 0.1372 | 0.6820 | 0.8258 |
65
+ | No log | 1.2727 | 28 | 0.6331 | 0.0444 | 0.6331 | 0.7957 |
66
+ | No log | 1.3636 | 30 | 0.6117 | 0.0804 | 0.6117 | 0.7821 |
67
+ | No log | 1.4545 | 32 | 0.6227 | 0.0846 | 0.6227 | 0.7891 |
68
+ | No log | 1.5455 | 34 | 0.6601 | 0.2522 | 0.6601 | 0.8125 |
69
+ | No log | 1.6364 | 36 | 0.8503 | 0.3746 | 0.8503 | 0.9221 |
70
+ | No log | 1.7273 | 38 | 0.9242 | 0.4037 | 0.9242 | 0.9614 |
71
+ | No log | 1.8182 | 40 | 0.7543 | 0.3131 | 0.7543 | 0.8685 |
72
+ | No log | 1.9091 | 42 | 0.7095 | 0.3101 | 0.7095 | 0.8423 |
73
+ | No log | 2.0 | 44 | 0.8197 | 0.2977 | 0.8197 | 0.9054 |
74
+ | No log | 2.0909 | 46 | 0.8373 | 0.2977 | 0.8373 | 0.9150 |
75
+ | No log | 2.1818 | 48 | 0.7341 | 0.2804 | 0.7341 | 0.8568 |
76
+ | No log | 2.2727 | 50 | 0.6871 | 0.2804 | 0.6871 | 0.8289 |
77
+ | No log | 2.3636 | 52 | 0.6150 | 0.2118 | 0.6150 | 0.7842 |
78
+ | No log | 2.4545 | 54 | 0.6285 | 0.2808 | 0.6285 | 0.7928 |
79
+ | No log | 2.5455 | 56 | 0.8297 | 0.3270 | 0.8297 | 0.9109 |
80
+ | No log | 2.6364 | 58 | 0.9776 | 0.3719 | 0.9776 | 0.9887 |
81
+ | No log | 2.7273 | 60 | 0.9635 | 0.3641 | 0.9635 | 0.9816 |
82
+ | No log | 2.8182 | 62 | 0.7728 | 0.4162 | 0.7728 | 0.8791 |
83
+ | No log | 2.9091 | 64 | 0.6837 | 0.4568 | 0.6837 | 0.8269 |
84
+ | No log | 3.0 | 66 | 0.8513 | 0.4321 | 0.8513 | 0.9227 |
85
+ | No log | 3.0909 | 68 | 0.7847 | 0.4450 | 0.7847 | 0.8859 |
86
+ | No log | 3.1818 | 70 | 0.6214 | 0.5069 | 0.6214 | 0.7883 |
87
+ | No log | 3.2727 | 72 | 0.4979 | 0.5853 | 0.4979 | 0.7057 |
88
+ | No log | 3.3636 | 74 | 0.5530 | 0.5131 | 0.5530 | 0.7437 |
89
+ | No log | 3.4545 | 76 | 0.5163 | 0.4891 | 0.5163 | 0.7186 |
90
+ | No log | 3.5455 | 78 | 0.5375 | 0.4322 | 0.5375 | 0.7332 |
91
+ | No log | 3.6364 | 80 | 0.5321 | 0.4653 | 0.5321 | 0.7294 |
92
+ | No log | 3.7273 | 82 | 0.5115 | 0.5356 | 0.5115 | 0.7152 |
93
+ | No log | 3.8182 | 84 | 0.4992 | 0.5899 | 0.4992 | 0.7065 |
94
+ | No log | 3.9091 | 86 | 0.4927 | 0.5736 | 0.4927 | 0.7019 |
95
+ | No log | 4.0 | 88 | 0.6890 | 0.4462 | 0.6890 | 0.8301 |
96
+ | No log | 4.0909 | 90 | 0.8029 | 0.4277 | 0.8029 | 0.8961 |
97
+ | No log | 4.1818 | 92 | 0.6231 | 0.5543 | 0.6231 | 0.7894 |
98
+ | No log | 4.2727 | 94 | 0.5313 | 0.4507 | 0.5313 | 0.7289 |
99
+ | No log | 4.3636 | 96 | 0.4970 | 0.5123 | 0.4970 | 0.7049 |
100
+ | No log | 4.4545 | 98 | 0.5311 | 0.4371 | 0.5311 | 0.7288 |
101
+ | No log | 4.5455 | 100 | 0.5042 | 0.4086 | 0.5042 | 0.7101 |
102
+ | No log | 4.6364 | 102 | 0.5720 | 0.4677 | 0.5720 | 0.7563 |
103
+ | No log | 4.7273 | 104 | 0.6743 | 0.4814 | 0.6743 | 0.8212 |
104
+ | No log | 4.8182 | 106 | 0.5946 | 0.4756 | 0.5946 | 0.7711 |
105
+ | No log | 4.9091 | 108 | 0.5086 | 0.6132 | 0.5086 | 0.7132 |
106
+ | No log | 5.0 | 110 | 0.5560 | 0.4664 | 0.5560 | 0.7457 |
107
+ | No log | 5.0909 | 112 | 0.5253 | 0.5845 | 0.5253 | 0.7248 |
108
+ | No log | 5.1818 | 114 | 0.5572 | 0.5250 | 0.5572 | 0.7464 |
109
+ | No log | 5.2727 | 116 | 0.7416 | 0.3559 | 0.7416 | 0.8612 |
110
+ | No log | 5.3636 | 118 | 0.7901 | 0.3312 | 0.7901 | 0.8889 |
111
+ | No log | 5.4545 | 120 | 0.6801 | 0.3829 | 0.6801 | 0.8247 |
112
+ | No log | 5.5455 | 122 | 0.5394 | 0.5361 | 0.5394 | 0.7345 |
113
+ | No log | 5.6364 | 124 | 0.6272 | 0.4502 | 0.6272 | 0.7920 |
114
+ | No log | 5.7273 | 126 | 0.6528 | 0.4502 | 0.6528 | 0.8079 |
115
+ | No log | 5.8182 | 128 | 0.5813 | 0.4780 | 0.5813 | 0.7624 |
116
+ | No log | 5.9091 | 130 | 0.5683 | 0.5065 | 0.5683 | 0.7539 |
117
+ | No log | 6.0 | 132 | 0.5915 | 0.4517 | 0.5915 | 0.7691 |
118
+ | No log | 6.0909 | 134 | 0.6883 | 0.4431 | 0.6883 | 0.8297 |
119
+ | No log | 6.1818 | 136 | 0.6352 | 0.4610 | 0.6352 | 0.7970 |
120
+ | No log | 6.2727 | 138 | 0.5514 | 0.4937 | 0.5514 | 0.7426 |
121
+ | No log | 6.3636 | 140 | 0.6096 | 0.4933 | 0.6096 | 0.7808 |
122
+ | No log | 6.4545 | 142 | 0.5879 | 0.4642 | 0.5879 | 0.7667 |
123
+ | No log | 6.5455 | 144 | 0.5458 | 0.5079 | 0.5458 | 0.7388 |
124
+ | No log | 6.6364 | 146 | 0.6083 | 0.4652 | 0.6083 | 0.7799 |
125
+ | No log | 6.7273 | 148 | 0.6327 | 0.4708 | 0.6327 | 0.7954 |
126
+ | No log | 6.8182 | 150 | 0.5605 | 0.5189 | 0.5605 | 0.7487 |
127
+ | No log | 6.9091 | 152 | 0.5137 | 0.5617 | 0.5137 | 0.7167 |
128
+ | No log | 7.0 | 154 | 0.5475 | 0.4808 | 0.5475 | 0.7399 |
129
+ | No log | 7.0909 | 156 | 0.5721 | 0.4964 | 0.5721 | 0.7564 |
130
+ | No log | 7.1818 | 158 | 0.5130 | 0.5422 | 0.5130 | 0.7163 |
131
+ | No log | 7.2727 | 160 | 0.5059 | 0.5831 | 0.5059 | 0.7113 |
132
+ | No log | 7.3636 | 162 | 0.5353 | 0.5587 | 0.5353 | 0.7316 |
133
+ | No log | 7.4545 | 164 | 0.5465 | 0.5733 | 0.5465 | 0.7392 |
134
+ | No log | 7.5455 | 166 | 0.4923 | 0.6007 | 0.4923 | 0.7016 |
135
+ | No log | 7.6364 | 168 | 0.4963 | 0.5899 | 0.4963 | 0.7045 |
136
+ | No log | 7.7273 | 170 | 0.4824 | 0.6171 | 0.4824 | 0.6945 |
137
+ | No log | 7.8182 | 172 | 0.4994 | 0.5718 | 0.4994 | 0.7067 |
138
+ | No log | 7.9091 | 174 | 0.5163 | 0.5718 | 0.5163 | 0.7186 |
139
+ | No log | 8.0 | 176 | 0.4904 | 0.5945 | 0.4904 | 0.7003 |
140
+ | No log | 8.0909 | 178 | 0.4860 | 0.6339 | 0.4860 | 0.6971 |
141
+ | No log | 8.1818 | 180 | 0.5142 | 0.6240 | 0.5142 | 0.7171 |
142
+ | No log | 8.2727 | 182 | 0.4714 | 0.6542 | 0.4714 | 0.6866 |
143
+ | No log | 8.3636 | 184 | 0.5270 | 0.5841 | 0.5270 | 0.7259 |
144
+ | No log | 8.4545 | 186 | 0.6024 | 0.5445 | 0.6024 | 0.7761 |
145
+ | No log | 8.5455 | 188 | 0.5460 | 0.5611 | 0.5460 | 0.7389 |
146
+ | No log | 8.6364 | 190 | 0.5112 | 0.6060 | 0.5112 | 0.7150 |
147
+ | No log | 8.7273 | 192 | 0.5265 | 0.6065 | 0.5265 | 0.7256 |
148
+ | No log | 8.8182 | 194 | 0.5399 | 0.5988 | 0.5399 | 0.7348 |
149
+ | No log | 8.9091 | 196 | 0.5355 | 0.6133 | 0.5355 | 0.7318 |
150
+ | No log | 9.0 | 198 | 0.6144 | 0.4959 | 0.6144 | 0.7838 |
151
+ | No log | 9.0909 | 200 | 0.6249 | 0.5312 | 0.6249 | 0.7905 |
152
+ | No log | 9.1818 | 202 | 0.5453 | 0.5848 | 0.5453 | 0.7384 |
153
+ | No log | 9.2727 | 204 | 0.5262 | 0.6699 | 0.5262 | 0.7254 |
154
+ | No log | 9.3636 | 206 | 0.5164 | 0.6221 | 0.5164 | 0.7186 |
155
+ | No log | 9.4545 | 208 | 0.5092 | 0.5970 | 0.5092 | 0.7136 |
156
+ | No log | 9.5455 | 210 | 0.5591 | 0.5599 | 0.5591 | 0.7477 |
157
+ | No log | 9.6364 | 212 | 0.7073 | 0.4703 | 0.7073 | 0.8410 |
158
+ | No log | 9.7273 | 214 | 0.6602 | 0.5343 | 0.6602 | 0.8125 |
159
+ | No log | 9.8182 | 216 | 0.5125 | 0.5356 | 0.5125 | 0.7159 |
160
+ | No log | 9.9091 | 218 | 0.4876 | 0.6046 | 0.4876 | 0.6983 |
161
+ | No log | 10.0 | 220 | 0.4958 | 0.6046 | 0.4958 | 0.7041 |
162
+ | No log | 10.0909 | 222 | 0.4908 | 0.5941 | 0.4908 | 0.7006 |
163
+ | No log | 10.1818 | 224 | 0.5212 | 0.5356 | 0.5212 | 0.7220 |
164
+ | No log | 10.2727 | 226 | 0.5311 | 0.5144 | 0.5311 | 0.7288 |
165
+ | No log | 10.3636 | 228 | 0.5215 | 0.5144 | 0.5215 | 0.7222 |
166
+ | No log | 10.4545 | 230 | 0.4983 | 0.6073 | 0.4983 | 0.7059 |
167
+ | No log | 10.5455 | 232 | 0.5286 | 0.6434 | 0.5286 | 0.7270 |
168
+ | No log | 10.6364 | 234 | 0.6124 | 0.5246 | 0.6124 | 0.7826 |
169
+ | No log | 10.7273 | 236 | 0.6121 | 0.5445 | 0.6121 | 0.7824 |
170
+ | No log | 10.8182 | 238 | 0.5233 | 0.6198 | 0.5233 | 0.7234 |
171
+ | No log | 10.9091 | 240 | 0.5556 | 0.6526 | 0.5556 | 0.7454 |
172
+ | No log | 11.0 | 242 | 0.6240 | 0.5966 | 0.6240 | 0.7899 |
173
+ | No log | 11.0909 | 244 | 0.6249 | 0.5966 | 0.6249 | 0.7905 |
174
+ | No log | 11.1818 | 246 | 0.5334 | 0.6606 | 0.5334 | 0.7303 |
175
+ | No log | 11.2727 | 248 | 0.4969 | 0.6046 | 0.4969 | 0.7049 |
176
+ | No log | 11.3636 | 250 | 0.4963 | 0.6034 | 0.4963 | 0.7045 |
177
+ | No log | 11.4545 | 252 | 0.4824 | 0.6059 | 0.4824 | 0.6945 |
178
+ | No log | 11.5455 | 254 | 0.5391 | 0.6900 | 0.5391 | 0.7342 |
179
+ | No log | 11.6364 | 256 | 0.6501 | 0.4890 | 0.6501 | 0.8063 |
180
+ | No log | 11.7273 | 258 | 0.6746 | 0.4350 | 0.6746 | 0.8213 |
181
+ | No log | 11.8182 | 260 | 0.5688 | 0.6643 | 0.5688 | 0.7542 |
182
+ | No log | 11.9091 | 262 | 0.4939 | 0.6059 | 0.4939 | 0.7028 |
183
+ | No log | 12.0 | 264 | 0.4899 | 0.5878 | 0.4899 | 0.7000 |
184
+ | No log | 12.0909 | 266 | 0.4962 | 0.6160 | 0.4962 | 0.7044 |
185
+ | No log | 12.1818 | 268 | 0.5155 | 0.5569 | 0.5155 | 0.7180 |
186
+ | No log | 12.2727 | 270 | 0.5230 | 0.5399 | 0.5230 | 0.7232 |
187
+ | No log | 12.3636 | 272 | 0.5292 | 0.4945 | 0.5292 | 0.7274 |
188
+ | No log | 12.4545 | 274 | 0.5144 | 0.5543 | 0.5144 | 0.7172 |
189
+ | No log | 12.5455 | 276 | 0.5200 | 0.6549 | 0.5200 | 0.7211 |
190
+ | No log | 12.6364 | 278 | 0.5299 | 0.6455 | 0.5299 | 0.7279 |
191
+ | No log | 12.7273 | 280 | 0.5018 | 0.6550 | 0.5018 | 0.7083 |
192
+ | No log | 12.8182 | 282 | 0.5237 | 0.5008 | 0.5237 | 0.7237 |
193
+ | No log | 12.9091 | 284 | 0.5539 | 0.5706 | 0.5539 | 0.7442 |
194
+ | No log | 13.0 | 286 | 0.5012 | 0.4928 | 0.5012 | 0.7080 |
195
+ | No log | 13.0909 | 288 | 0.4737 | 0.6171 | 0.4737 | 0.6882 |
196
+ | No log | 13.1818 | 290 | 0.4672 | 0.6185 | 0.4672 | 0.6835 |
197
+ | No log | 13.2727 | 292 | 0.4639 | 0.5988 | 0.4639 | 0.6811 |
198
+ | No log | 13.3636 | 294 | 0.4678 | 0.5846 | 0.4678 | 0.6839 |
199
+ | No log | 13.4545 | 296 | 0.5315 | 0.5498 | 0.5315 | 0.7290 |
200
+ | No log | 13.5455 | 298 | 0.5494 | 0.5567 | 0.5494 | 0.7412 |
201
+ | No log | 13.6364 | 300 | 0.5004 | 0.5678 | 0.5004 | 0.7074 |
202
+ | No log | 13.7273 | 302 | 0.4863 | 0.6173 | 0.4863 | 0.6973 |
203
+ | No log | 13.8182 | 304 | 0.6284 | 0.5461 | 0.6284 | 0.7927 |
204
+ | No log | 13.9091 | 306 | 0.6731 | 0.4903 | 0.6731 | 0.8204 |
205
+ | No log | 14.0 | 308 | 0.6281 | 0.5368 | 0.6281 | 0.7925 |
206
+ | No log | 14.0909 | 310 | 0.5337 | 0.6004 | 0.5337 | 0.7305 |
207
+ | No log | 14.1818 | 312 | 0.5091 | 0.6004 | 0.5091 | 0.7135 |
208
+ | No log | 14.2727 | 314 | 0.4965 | 0.4885 | 0.4965 | 0.7046 |
209
+ | No log | 14.3636 | 316 | 0.4912 | 0.6171 | 0.4912 | 0.7009 |
210
+ | No log | 14.4545 | 318 | 0.5072 | 0.6452 | 0.5072 | 0.7122 |
211
+ | No log | 14.5455 | 320 | 0.5444 | 0.6620 | 0.5444 | 0.7378 |
212
+ | No log | 14.6364 | 322 | 0.5511 | 0.6871 | 0.5511 | 0.7424 |
213
+ | No log | 14.7273 | 324 | 0.5258 | 0.6721 | 0.5258 | 0.7251 |
214
+ | No log | 14.8182 | 326 | 0.4942 | 0.6570 | 0.4942 | 0.7030 |
215
+ | No log | 14.9091 | 328 | 0.4794 | 0.6244 | 0.4794 | 0.6924 |
216
+ | No log | 15.0 | 330 | 0.4669 | 0.6735 | 0.4669 | 0.6833 |
217
+ | No log | 15.0909 | 332 | 0.4615 | 0.6474 | 0.4615 | 0.6793 |
218
+ | No log | 15.1818 | 334 | 0.4626 | 0.6550 | 0.4626 | 0.6801 |
219
+ | No log | 15.2727 | 336 | 0.4594 | 0.6716 | 0.4594 | 0.6778 |
220
+ | No log | 15.3636 | 338 | 0.4616 | 0.6716 | 0.4616 | 0.6794 |
221
+ | No log | 15.4545 | 340 | 0.4880 | 0.5237 | 0.4880 | 0.6986 |
222
+ | No log | 15.5455 | 342 | 0.5010 | 0.5524 | 0.5010 | 0.7078 |
223
+ | No log | 15.6364 | 344 | 0.4794 | 0.5781 | 0.4794 | 0.6924 |
224
+ | No log | 15.7273 | 346 | 0.4729 | 0.5555 | 0.4729 | 0.6877 |
225
+ | No log | 15.8182 | 348 | 0.4833 | 0.5596 | 0.4833 | 0.6952 |
226
+ | No log | 15.9091 | 350 | 0.4771 | 0.5135 | 0.4771 | 0.6907 |
227
+ | No log | 16.0 | 352 | 0.4799 | 0.6040 | 0.4799 | 0.6928 |
228
+ | No log | 16.0909 | 354 | 0.4874 | 0.6438 | 0.4874 | 0.6981 |
229
+ | No log | 16.1818 | 356 | 0.4780 | 0.6060 | 0.4780 | 0.6914 |
230
+ | No log | 16.2727 | 358 | 0.4807 | 0.6156 | 0.4807 | 0.6933 |
231
+ | No log | 16.3636 | 360 | 0.4881 | 0.5656 | 0.4881 | 0.6987 |
232
+ | No log | 16.4545 | 362 | 0.5173 | 0.5538 | 0.5173 | 0.7193 |
233
+ | No log | 16.5455 | 364 | 0.5313 | 0.5065 | 0.5313 | 0.7289 |
234
+ | No log | 16.6364 | 366 | 0.5510 | 0.5334 | 0.5510 | 0.7423 |
235
+ | No log | 16.7273 | 368 | 0.5451 | 0.5883 | 0.5451 | 0.7383 |
236
+ | No log | 16.8182 | 370 | 0.4957 | 0.5966 | 0.4957 | 0.7040 |
237
+ | No log | 16.9091 | 372 | 0.4869 | 0.5655 | 0.4869 | 0.6978 |
238
+ | No log | 17.0 | 374 | 0.5089 | 0.6353 | 0.5089 | 0.7134 |
239
+ | No log | 17.0909 | 376 | 0.5641 | 0.5741 | 0.5641 | 0.7510 |
240
+ | No log | 17.1818 | 378 | 0.5659 | 0.5741 | 0.5659 | 0.7522 |
241
+ | No log | 17.2727 | 380 | 0.5360 | 0.5741 | 0.5360 | 0.7321 |
242
+ | No log | 17.3636 | 382 | 0.5116 | 0.5647 | 0.5116 | 0.7152 |
243
+ | No log | 17.4545 | 384 | 0.4966 | 0.5640 | 0.4966 | 0.7047 |
244
+ | No log | 17.5455 | 386 | 0.5307 | 0.5751 | 0.5307 | 0.7285 |
245
+ | No log | 17.6364 | 388 | 0.5501 | 0.5483 | 0.5501 | 0.7417 |
246
+ | No log | 17.7273 | 390 | 0.5168 | 0.6170 | 0.5168 | 0.7189 |
247
+ | No log | 17.8182 | 392 | 0.5214 | 0.5697 | 0.5214 | 0.7221 |
248
+ | No log | 17.9091 | 394 | 0.5792 | 0.5574 | 0.5792 | 0.7610 |
249
+ | No log | 18.0 | 396 | 0.5772 | 0.5538 | 0.5772 | 0.7597 |
250
+ | No log | 18.0909 | 398 | 0.5220 | 0.5701 | 0.5220 | 0.7225 |
251
+ | No log | 18.1818 | 400 | 0.5071 | 0.5460 | 0.5071 | 0.7121 |
252
+ | No log | 18.2727 | 402 | 0.5303 | 0.6577 | 0.5303 | 0.7282 |
253
+ | No log | 18.3636 | 404 | 0.5324 | 0.6305 | 0.5324 | 0.7297 |
254
+ | No log | 18.4545 | 406 | 0.5118 | 0.6389 | 0.5118 | 0.7154 |
255
+ | No log | 18.5455 | 408 | 0.5016 | 0.5389 | 0.5016 | 0.7082 |
256
+ | No log | 18.6364 | 410 | 0.5359 | 0.5897 | 0.5359 | 0.7320 |
257
+ | No log | 18.7273 | 412 | 0.5680 | 0.5761 | 0.5680 | 0.7537 |
258
+ | No log | 18.8182 | 414 | 0.5529 | 0.5732 | 0.5529 | 0.7435 |
259
+ | No log | 18.9091 | 416 | 0.4978 | 0.6263 | 0.4978 | 0.7056 |
260
+ | No log | 19.0 | 418 | 0.4815 | 0.5929 | 0.4815 | 0.6939 |
261
+ | No log | 19.0909 | 420 | 0.5234 | 0.6292 | 0.5234 | 0.7234 |
262
+ | No log | 19.1818 | 422 | 0.6224 | 0.5592 | 0.6224 | 0.7889 |
263
+ | No log | 19.2727 | 424 | 0.6722 | 0.5415 | 0.6722 | 0.8199 |
264
+ | No log | 19.3636 | 426 | 0.6291 | 0.5625 | 0.6291 | 0.7932 |
265
+ | No log | 19.4545 | 428 | 0.5543 | 0.6399 | 0.5543 | 0.7445 |
266
+ | No log | 19.5455 | 430 | 0.5165 | 0.5406 | 0.5165 | 0.7187 |
267
+ | No log | 19.6364 | 432 | 0.5266 | 0.5865 | 0.5266 | 0.7257 |
268
+ | No log | 19.7273 | 434 | 0.5378 | 0.6529 | 0.5378 | 0.7334 |
269
+ | No log | 19.8182 | 436 | 0.5188 | 0.6015 | 0.5188 | 0.7203 |
270
+ | No log | 19.9091 | 438 | 0.5004 | 0.5853 | 0.5004 | 0.7074 |
271
+ | No log | 20.0 | 440 | 0.5079 | 0.5697 | 0.5079 | 0.7126 |
272
+ | No log | 20.0909 | 442 | 0.5265 | 0.6247 | 0.5265 | 0.7256 |
273
+ | No log | 20.1818 | 444 | 0.5138 | 0.6053 | 0.5138 | 0.7168 |
274
+ | No log | 20.2727 | 446 | 0.4892 | 0.5797 | 0.4892 | 0.6994 |
275
+ | No log | 20.3636 | 448 | 0.4817 | 0.5405 | 0.4817 | 0.6941 |
276
+ | No log | 20.4545 | 450 | 0.4962 | 0.6341 | 0.4962 | 0.7044 |
277
+ | No log | 20.5455 | 452 | 0.5130 | 0.6088 | 0.5130 | 0.7162 |
278
+ | No log | 20.6364 | 454 | 0.4994 | 0.6272 | 0.4994 | 0.7067 |
279
+ | No log | 20.7273 | 456 | 0.4799 | 0.6052 | 0.4799 | 0.6927 |
280
+ | No log | 20.8182 | 458 | 0.4818 | 0.5614 | 0.4818 | 0.6941 |
281
+ | No log | 20.9091 | 460 | 0.5035 | 0.5979 | 0.5035 | 0.7096 |
282
+ | No log | 21.0 | 462 | 0.4967 | 0.5979 | 0.4967 | 0.7048 |
283
+ | No log | 21.0909 | 464 | 0.4949 | 0.5966 | 0.4949 | 0.7035 |
284
+ | No log | 21.1818 | 466 | 0.4968 | 0.5966 | 0.4968 | 0.7048 |
285
+ | No log | 21.2727 | 468 | 0.4949 | 0.5966 | 0.4949 | 0.7035 |
286
+ | No log | 21.3636 | 470 | 0.4840 | 0.5823 | 0.4840 | 0.6957 |
287
+ | No log | 21.4545 | 472 | 0.4808 | 0.5810 | 0.4808 | 0.6934 |
288
+ | No log | 21.5455 | 474 | 0.4842 | 0.6245 | 0.4842 | 0.6959 |
289
+ | No log | 21.6364 | 476 | 0.4901 | 0.6257 | 0.4901 | 0.7001 |
290
+ | No log | 21.7273 | 478 | 0.4844 | 0.6160 | 0.4844 | 0.6960 |
291
+ | No log | 21.8182 | 480 | 0.4865 | 0.5687 | 0.4865 | 0.6975 |
292
+ | No log | 21.9091 | 482 | 0.4940 | 0.5827 | 0.4940 | 0.7028 |
293
+ | No log | 22.0 | 484 | 0.4886 | 0.5434 | 0.4886 | 0.6990 |
294
+ | No log | 22.0909 | 486 | 0.4886 | 0.5523 | 0.4886 | 0.6990 |
295
+ | No log | 22.1818 | 488 | 0.4961 | 0.5538 | 0.4961 | 0.7043 |
296
+ | No log | 22.2727 | 490 | 0.5106 | 0.5283 | 0.5106 | 0.7145 |
297
+ | No log | 22.3636 | 492 | 0.5003 | 0.5267 | 0.5003 | 0.7073 |
298
+ | No log | 22.4545 | 494 | 0.4884 | 0.5467 | 0.4884 | 0.6989 |
299
+ | No log | 22.5455 | 496 | 0.4819 | 0.5812 | 0.4819 | 0.6942 |
300
+ | No log | 22.6364 | 498 | 0.4747 | 0.5557 | 0.4747 | 0.6890 |
301
+ | 0.2537 | 22.7273 | 500 | 0.4798 | 0.6083 | 0.4798 | 0.6927 |
302
+ | 0.2537 | 22.8182 | 502 | 0.4727 | 0.5949 | 0.4727 | 0.6875 |
303
+ | 0.2537 | 22.9091 | 504 | 0.4891 | 0.5144 | 0.4891 | 0.6994 |
304
+ | 0.2537 | 23.0 | 506 | 0.5173 | 0.5317 | 0.5173 | 0.7193 |
305
+ | 0.2537 | 23.0909 | 508 | 0.5352 | 0.5317 | 0.5352 | 0.7316 |
306
+ | 0.2537 | 23.1818 | 510 | 0.5001 | 0.5153 | 0.5001 | 0.7072 |
307
 
308
 
309
  ### Framework versions