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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_run3_AugV5_k5_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k5_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.3177
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- - Qwk: 0.1652
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- - Mse: 1.3177
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- - Rmse: 1.1479
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  ## Model description
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@@ -49,285 +49,262 @@ 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 | 4.7476 | 0.0010 | 4.7476 | 2.1789 |
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- | No log | 0.2222 | 4 | 2.8391 | -0.0278 | 2.8391 | 1.6850 |
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- | No log | 0.3333 | 6 | 2.1660 | -0.0575 | 2.1660 | 1.4717 |
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- | No log | 0.4444 | 8 | 2.7209 | -0.0778 | 2.7209 | 1.6495 |
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- | No log | 0.5556 | 10 | 2.2506 | -0.0524 | 2.2506 | 1.5002 |
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- | No log | 0.6667 | 12 | 1.7245 | 0.0428 | 1.7245 | 1.3132 |
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- | No log | 0.7778 | 14 | 1.6260 | 0.1257 | 1.6260 | 1.2752 |
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- | No log | 0.8889 | 16 | 1.6942 | 0.1395 | 1.6942 | 1.3016 |
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- | No log | 1.0 | 18 | 1.6402 | 0.1395 | 1.6402 | 1.2807 |
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- | No log | 1.1111 | 20 | 1.4096 | 0.1459 | 1.4096 | 1.1873 |
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- | No log | 1.2222 | 22 | 1.3497 | 0.1779 | 1.3497 | 1.1618 |
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- | No log | 1.3333 | 24 | 1.5925 | 0.2005 | 1.5925 | 1.2619 |
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- | No log | 1.4444 | 26 | 1.5440 | 0.2653 | 1.5440 | 1.2426 |
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- | No log | 1.5556 | 28 | 1.8207 | 0.2021 | 1.8207 | 1.3493 |
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- | No log | 1.6667 | 30 | 2.0540 | 0.1019 | 2.0540 | 1.4332 |
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- | No log | 1.7778 | 32 | 1.7600 | 0.1824 | 1.7600 | 1.3267 |
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- | No log | 1.8889 | 34 | 1.3816 | 0.2605 | 1.3816 | 1.1754 |
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- | No log | 2.0 | 36 | 1.2574 | 0.1549 | 1.2574 | 1.1214 |
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- | No log | 2.1111 | 38 | 1.3069 | 0.2851 | 1.3069 | 1.1432 |
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- | No log | 2.2222 | 40 | 1.5706 | 0.3133 | 1.5706 | 1.2532 |
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- | No log | 2.3333 | 42 | 1.6028 | 0.3133 | 1.6028 | 1.2660 |
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- | No log | 2.4444 | 44 | 1.6233 | 0.2544 | 1.6233 | 1.2741 |
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- | No log | 2.5556 | 46 | 1.4258 | 0.2880 | 1.4258 | 1.1941 |
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- | No log | 2.6667 | 48 | 1.2478 | 0.2738 | 1.2478 | 1.1170 |
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- | No log | 2.7778 | 50 | 1.1830 | 0.2647 | 1.1830 | 1.0877 |
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- | No log | 2.8889 | 52 | 1.2579 | 0.2808 | 1.2579 | 1.1215 |
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- | No log | 3.0 | 54 | 1.3277 | 0.3144 | 1.3277 | 1.1523 |
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- | No log | 3.1111 | 56 | 1.4231 | 0.3056 | 1.4231 | 1.1930 |
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- | No log | 3.2222 | 58 | 1.7321 | 0.2808 | 1.7321 | 1.3161 |
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- | No log | 3.3333 | 60 | 1.9797 | 0.2853 | 1.9797 | 1.4070 |
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- | No log | 3.4444 | 62 | 1.5448 | 0.2658 | 1.5448 | 1.2429 |
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- | No log | 3.5556 | 64 | 1.0565 | 0.3556 | 1.0565 | 1.0279 |
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- | No log | 3.6667 | 66 | 1.0994 | 0.3455 | 1.0994 | 1.0485 |
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- | No log | 3.7778 | 68 | 1.1591 | 0.2218 | 1.1591 | 1.0766 |
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- | No log | 3.8889 | 70 | 1.0440 | 0.1935 | 1.0440 | 1.0218 |
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- | No log | 4.0 | 72 | 1.0822 | 0.2938 | 1.0822 | 1.0403 |
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- | No log | 4.1111 | 74 | 1.2919 | 0.2074 | 1.2919 | 1.1366 |
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- | No log | 4.2222 | 76 | 1.3029 | 0.2074 | 1.3029 | 1.1415 |
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- | No log | 4.3333 | 78 | 1.2480 | 0.2161 | 1.2480 | 1.1172 |
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- | No log | 4.4444 | 80 | 1.2352 | 0.2446 | 1.2352 | 1.1114 |
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- | No log | 4.5556 | 82 | 1.3092 | 0.1875 | 1.3092 | 1.1442 |
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- | No log | 4.6667 | 84 | 1.3898 | 0.1621 | 1.3898 | 1.1789 |
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- | No log | 4.7778 | 86 | 1.4169 | 0.1501 | 1.4169 | 1.1903 |
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- | No log | 4.8889 | 88 | 1.3393 | 0.1395 | 1.3393 | 1.1573 |
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- | No log | 5.0 | 90 | 1.1955 | 0.2702 | 1.1955 | 1.0934 |
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- | No log | 5.1111 | 92 | 1.1490 | 0.2824 | 1.1490 | 1.0719 |
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- | No log | 5.2222 | 94 | 1.1816 | 0.3436 | 1.1816 | 1.0870 |
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- | No log | 5.3333 | 96 | 1.2783 | 0.3361 | 1.2783 | 1.1306 |
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- | No log | 5.4444 | 98 | 1.5598 | 0.2526 | 1.5598 | 1.2489 |
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- | No log | 5.5556 | 100 | 1.8485 | 0.2052 | 1.8485 | 1.3596 |
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- | No log | 5.6667 | 102 | 1.7682 | 0.2246 | 1.7682 | 1.3297 |
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- | No log | 5.7778 | 104 | 1.3949 | 0.2469 | 1.3949 | 1.1811 |
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- | No log | 5.8889 | 106 | 1.1065 | 0.3033 | 1.1065 | 1.0519 |
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- | No log | 6.0 | 108 | 1.0707 | 0.4160 | 1.0707 | 1.0347 |
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- | No log | 6.1111 | 110 | 1.0603 | 0.3205 | 1.0603 | 1.0297 |
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- | No log | 6.2222 | 112 | 1.1192 | 0.2824 | 1.1192 | 1.0579 |
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- | No log | 6.3333 | 114 | 1.2779 | 0.2564 | 1.2779 | 1.1305 |
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- | No log | 6.4444 | 116 | 1.2175 | 0.2280 | 1.2175 | 1.1034 |
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- | No log | 6.5556 | 118 | 1.1052 | 0.2593 | 1.1052 | 1.0513 |
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- | No log | 6.6667 | 120 | 1.1127 | 0.2501 | 1.1127 | 1.0548 |
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- | No log | 6.7778 | 122 | 1.1054 | 0.2824 | 1.1054 | 1.0514 |
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- | No log | 6.8889 | 124 | 1.1137 | 0.2824 | 1.1137 | 1.0553 |
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- | No log | 7.0 | 126 | 1.0805 | 0.3397 | 1.0805 | 1.0395 |
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- | No log | 7.1111 | 128 | 1.1789 | 0.2985 | 1.1789 | 1.0858 |
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- | No log | 7.2222 | 130 | 1.1384 | 0.3584 | 1.1384 | 1.0670 |
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- | No log | 7.3333 | 132 | 1.0798 | 0.3812 | 1.0798 | 1.0391 |
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- | No log | 7.4444 | 134 | 1.1013 | 0.4246 | 1.1013 | 1.0494 |
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- | No log | 7.5556 | 136 | 1.1624 | 0.3682 | 1.1624 | 1.0781 |
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- | No log | 7.6667 | 138 | 1.2994 | 0.3087 | 1.2994 | 1.1399 |
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- | No log | 7.7778 | 140 | 1.3392 | 0.2922 | 1.3392 | 1.1573 |
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- | No log | 7.8889 | 142 | 1.2923 | 0.2789 | 1.2923 | 1.1368 |
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- | No log | 8.0 | 144 | 1.4526 | 0.2880 | 1.4526 | 1.2052 |
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- | No log | 8.1111 | 146 | 1.4075 | 0.3355 | 1.4075 | 1.1864 |
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- | No log | 8.2222 | 148 | 1.2356 | 0.2746 | 1.2356 | 1.1116 |
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- | No log | 8.3333 | 150 | 1.1451 | 0.2361 | 1.1451 | 1.0701 |
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- | No log | 8.4444 | 152 | 1.0979 | 0.4323 | 1.0979 | 1.0478 |
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- | No log | 8.5556 | 154 | 1.1120 | 0.3305 | 1.1120 | 1.0545 |
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- | No log | 8.6667 | 156 | 1.2412 | 0.2673 | 1.2412 | 1.1141 |
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- | No log | 8.7778 | 158 | 1.2851 | 0.2359 | 1.2851 | 1.1336 |
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- | No log | 8.8889 | 160 | 1.1901 | 0.3074 | 1.1901 | 1.0909 |
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- | No log | 9.0 | 162 | 1.1216 | 0.2501 | 1.1216 | 1.0591 |
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- | No log | 9.1111 | 164 | 1.1330 | 0.2501 | 1.1330 | 1.0644 |
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- | No log | 9.2222 | 166 | 1.2713 | 0.2746 | 1.2713 | 1.1275 |
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- | No log | 9.3333 | 168 | 1.4340 | 0.2602 | 1.4340 | 1.1975 |
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- | No log | 9.4444 | 170 | 1.3790 | 0.3290 | 1.3790 | 1.1743 |
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- | No log | 9.5556 | 172 | 1.3845 | 0.3204 | 1.3845 | 1.1766 |
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- | No log | 9.6667 | 174 | 1.2104 | 0.3111 | 1.2104 | 1.1002 |
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- | No log | 9.7778 | 176 | 1.1952 | 0.3111 | 1.1952 | 1.0933 |
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- | No log | 9.8889 | 178 | 1.2727 | 0.2798 | 1.2727 | 1.1281 |
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- | No log | 10.0 | 180 | 1.1620 | 0.3484 | 1.1620 | 1.0780 |
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- | No log | 10.1111 | 182 | 1.1292 | 0.3355 | 1.1292 | 1.0626 |
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- | No log | 10.2222 | 184 | 1.0969 | 0.4549 | 1.0969 | 1.0473 |
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- | No log | 10.3333 | 186 | 1.2070 | 0.3307 | 1.2070 | 1.0986 |
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- | No log | 10.4444 | 188 | 1.3476 | 0.3002 | 1.3476 | 1.1609 |
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- | No log | 10.5556 | 190 | 1.2029 | 0.3307 | 1.2029 | 1.0968 |
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- | No log | 10.6667 | 192 | 1.1533 | 0.2895 | 1.1533 | 1.0739 |
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- | No log | 10.7778 | 194 | 1.0789 | 0.3516 | 1.0789 | 1.0387 |
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- | No log | 10.8889 | 196 | 1.1043 | 0.2511 | 1.1043 | 1.0509 |
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- | No log | 11.0 | 198 | 1.2067 | 0.2507 | 1.2067 | 1.0985 |
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- | No log | 11.1111 | 200 | 1.1575 | 0.2796 | 1.1575 | 1.0759 |
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- | No log | 11.2222 | 202 | 1.1604 | 0.2654 | 1.1604 | 1.0772 |
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- | No log | 11.3333 | 204 | 1.1451 | 0.2366 | 1.1451 | 1.0701 |
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- | No log | 11.4444 | 206 | 1.2403 | 0.2597 | 1.2403 | 1.1137 |
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- | No log | 11.5556 | 208 | 1.4762 | 0.2223 | 1.4762 | 1.2150 |
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- | No log | 11.6667 | 210 | 1.5330 | 0.2593 | 1.5330 | 1.2381 |
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- | No log | 11.7778 | 212 | 1.2862 | 0.2529 | 1.2862 | 1.1341 |
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- | No log | 11.8889 | 214 | 1.1027 | 0.3584 | 1.1027 | 1.0501 |
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- | No log | 12.0 | 216 | 1.0848 | 0.3688 | 1.0848 | 1.0415 |
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- | No log | 12.1111 | 218 | 1.1207 | 0.3891 | 1.1207 | 1.0586 |
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- | No log | 12.2222 | 220 | 1.2448 | 0.2604 | 1.2448 | 1.1157 |
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- | No log | 12.3333 | 222 | 1.2321 | 0.2615 | 1.2321 | 1.1100 |
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- | No log | 12.4444 | 224 | 1.1313 | 0.3572 | 1.1313 | 1.0636 |
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- | No log | 12.5556 | 226 | 1.0688 | 0.2633 | 1.0688 | 1.0338 |
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- | No log | 12.6667 | 228 | 1.0695 | 0.2633 | 1.0695 | 1.0342 |
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- | No log | 12.7778 | 230 | 1.1407 | 0.2605 | 1.1407 | 1.0680 |
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- | No log | 12.8889 | 232 | 1.2795 | 0.3621 | 1.2795 | 1.1311 |
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- | No log | 13.0 | 234 | 1.2674 | 0.3466 | 1.2674 | 1.1258 |
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- | No log | 13.1111 | 236 | 1.0998 | 0.3312 | 1.0998 | 1.0487 |
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- | No log | 13.2222 | 238 | 1.0820 | 0.3607 | 1.0820 | 1.0402 |
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- | No log | 13.3333 | 240 | 1.0960 | 0.3648 | 1.0960 | 1.0469 |
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- | No log | 13.4444 | 242 | 1.1714 | 0.3008 | 1.1714 | 1.0823 |
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- | No log | 13.5556 | 244 | 1.1777 | 0.3008 | 1.1777 | 1.0852 |
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- | No log | 13.6667 | 246 | 1.1604 | 0.3056 | 1.1604 | 1.0772 |
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- | No log | 13.7778 | 248 | 1.2063 | 0.2467 | 1.2063 | 1.0983 |
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- | No log | 13.8889 | 250 | 1.2838 | 0.2895 | 1.2838 | 1.1330 |
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- | No log | 14.0 | 252 | 1.3982 | 0.2017 | 1.3982 | 1.1824 |
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- | No log | 14.1111 | 254 | 1.4189 | 0.2017 | 1.4189 | 1.1912 |
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- | No log | 14.2222 | 256 | 1.2895 | 0.2702 | 1.2895 | 1.1356 |
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- | No log | 14.3333 | 258 | 1.1903 | 0.2452 | 1.1903 | 1.0910 |
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- | No log | 14.4444 | 260 | 1.1982 | 0.1943 | 1.1982 | 1.0946 |
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- | No log | 14.5556 | 262 | 1.2337 | 0.2467 | 1.2337 | 1.1107 |
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- | No log | 14.6667 | 264 | 1.2229 | 0.2088 | 1.2229 | 1.1059 |
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- | No log | 14.7778 | 266 | 1.2148 | 0.1691 | 1.2148 | 1.1022 |
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- | No log | 14.8889 | 268 | 1.2034 | 0.0925 | 1.2034 | 1.0970 |
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- | No log | 15.0 | 270 | 1.2224 | 0.1503 | 1.2224 | 1.1056 |
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- | No log | 15.1111 | 272 | 1.2941 | 0.2374 | 1.2941 | 1.1376 |
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- | No log | 15.2222 | 274 | 1.4009 | 0.3061 | 1.4009 | 1.1836 |
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- | No log | 15.3333 | 276 | 1.3380 | 0.2757 | 1.3380 | 1.1567 |
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- | No log | 15.4444 | 278 | 1.1603 | 0.2311 | 1.1603 | 1.0772 |
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- | No log | 15.5556 | 280 | 1.1256 | 0.3085 | 1.1256 | 1.0609 |
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- | No log | 15.6667 | 282 | 1.1248 | 0.3113 | 1.1248 | 1.0606 |
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- | No log | 15.7778 | 284 | 1.1151 | 0.1975 | 1.1151 | 1.0560 |
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- | No log | 15.8889 | 286 | 1.1683 | 0.1996 | 1.1683 | 1.0809 |
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- | No log | 16.0 | 288 | 1.2648 | 0.2687 | 1.2648 | 1.1246 |
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- | No log | 16.1111 | 290 | 1.2696 | 0.3395 | 1.2696 | 1.1268 |
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- | No log | 16.2222 | 292 | 1.1354 | 0.2270 | 1.1354 | 1.0656 |
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- | No log | 16.3333 | 294 | 1.0934 | 0.3566 | 1.0934 | 1.0457 |
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- | No log | 16.4444 | 296 | 1.1028 | 0.3482 | 1.1028 | 1.0501 |
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- | No log | 16.5556 | 298 | 1.0914 | 0.2871 | 1.0914 | 1.0447 |
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- | No log | 16.6667 | 300 | 1.1638 | 0.2581 | 1.1638 | 1.0788 |
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- | No log | 16.7778 | 302 | 1.2953 | 0.3061 | 1.2953 | 1.1381 |
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- | No log | 16.8889 | 304 | 1.3126 | 0.3304 | 1.3126 | 1.1457 |
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- | No log | 17.0 | 306 | 1.1593 | 0.2806 | 1.1593 | 1.0767 |
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- | No log | 17.1111 | 308 | 1.0736 | 0.4232 | 1.0736 | 1.0362 |
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- | No log | 17.2222 | 310 | 1.0745 | 0.4232 | 1.0745 | 1.0366 |
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- | No log | 17.3333 | 312 | 1.0901 | 0.2871 | 1.0901 | 1.0441 |
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- | No log | 17.4444 | 314 | 1.1855 | 0.2266 | 1.1855 | 1.0888 |
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- | No log | 17.5556 | 316 | 1.2560 | 0.2520 | 1.2560 | 1.1207 |
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- | No log | 17.6667 | 318 | 1.1788 | 0.3144 | 1.1788 | 1.0857 |
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- | No log | 17.7778 | 320 | 1.1157 | 0.2779 | 1.1157 | 1.0563 |
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- | No log | 17.8889 | 322 | 1.0750 | 0.2544 | 1.0750 | 1.0368 |
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- | No log | 18.0 | 324 | 1.0690 | 0.3733 | 1.0690 | 1.0339 |
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- | No log | 18.1111 | 326 | 1.0869 | 0.2730 | 1.0869 | 1.0426 |
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- | No log | 18.2222 | 328 | 1.1647 | 0.2657 | 1.1647 | 1.0792 |
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- | No log | 18.3333 | 330 | 1.2782 | 0.3145 | 1.2782 | 1.1306 |
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- | No log | 18.4444 | 332 | 1.3373 | 0.3159 | 1.3373 | 1.1564 |
218
- | No log | 18.5556 | 334 | 1.2583 | 0.3179 | 1.2583 | 1.1217 |
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- | No log | 18.6667 | 336 | 1.2301 | 0.2984 | 1.2301 | 1.1091 |
220
- | No log | 18.7778 | 338 | 1.2907 | 0.3220 | 1.2907 | 1.1361 |
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- | No log | 18.8889 | 340 | 1.3533 | 0.2875 | 1.3533 | 1.1633 |
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- | No log | 19.0 | 342 | 1.4951 | 0.1977 | 1.4951 | 1.2228 |
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- | No log | 19.1111 | 344 | 1.5784 | 0.2338 | 1.5784 | 1.2564 |
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- | No log | 19.2222 | 346 | 1.4148 | 0.2430 | 1.4148 | 1.1895 |
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- | No log | 19.3333 | 348 | 1.2033 | 0.2984 | 1.2033 | 1.0970 |
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- | No log | 19.4444 | 350 | 1.0984 | 0.2169 | 1.0984 | 1.0480 |
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- | No log | 19.5556 | 352 | 1.0939 | 0.1517 | 1.0939 | 1.0459 |
228
- | No log | 19.6667 | 354 | 1.1190 | 0.2461 | 1.1190 | 1.0578 |
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- | No log | 19.7778 | 356 | 1.2545 | 0.2825 | 1.2545 | 1.1200 |
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- | No log | 19.8889 | 358 | 1.3439 | 0.2411 | 1.3439 | 1.1593 |
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- | No log | 20.0 | 360 | 1.3368 | 0.1935 | 1.3368 | 1.1562 |
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- | No log | 20.1111 | 362 | 1.2445 | 0.3074 | 1.2445 | 1.1156 |
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- | No log | 20.2222 | 364 | 1.2170 | 0.3389 | 1.2170 | 1.1032 |
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- | No log | 20.3333 | 366 | 1.2068 | 0.3389 | 1.2068 | 1.0985 |
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- | No log | 20.4444 | 368 | 1.2033 | 0.3389 | 1.2033 | 1.0970 |
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- | No log | 20.5556 | 370 | 1.2762 | 0.2620 | 1.2762 | 1.1297 |
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- | No log | 20.6667 | 372 | 1.2654 | 0.3207 | 1.2654 | 1.1249 |
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- | No log | 20.7778 | 374 | 1.1934 | 0.3389 | 1.1934 | 1.0924 |
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- | No log | 20.8889 | 376 | 1.1651 | 0.2732 | 1.1651 | 1.0794 |
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- | No log | 21.0 | 378 | 1.1467 | 0.2273 | 1.1467 | 1.0709 |
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- | No log | 21.1111 | 380 | 1.1226 | 0.1785 | 1.1226 | 1.0595 |
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- | No log | 21.2222 | 382 | 1.1159 | 0.1766 | 1.1159 | 1.0563 |
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- | No log | 21.3333 | 384 | 1.1398 | 0.2521 | 1.1398 | 1.0676 |
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- | No log | 21.4444 | 386 | 1.2182 | 0.2459 | 1.2182 | 1.1037 |
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- | No log | 21.5556 | 388 | 1.3386 | 0.2554 | 1.3386 | 1.1570 |
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- | No log | 21.6667 | 390 | 1.3597 | 0.2744 | 1.3597 | 1.1661 |
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- | No log | 21.7778 | 392 | 1.2216 | 0.2772 | 1.2216 | 1.1053 |
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- | No log | 21.8889 | 394 | 1.1425 | 0.3397 | 1.1425 | 1.0689 |
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- | No log | 22.0 | 396 | 1.1606 | 0.3347 | 1.1606 | 1.0773 |
250
- | No log | 22.1111 | 398 | 1.1808 | 0.2657 | 1.1808 | 1.0867 |
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- | No log | 22.2222 | 400 | 1.1994 | 0.2746 | 1.1994 | 1.0952 |
252
- | No log | 22.3333 | 402 | 1.1393 | 0.2917 | 1.1393 | 1.0674 |
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- | No log | 22.4444 | 404 | 1.1328 | 0.2417 | 1.1328 | 1.0643 |
254
- | No log | 22.5556 | 406 | 1.1578 | 0.2088 | 1.1578 | 1.0760 |
255
- | No log | 22.6667 | 408 | 1.1495 | 0.1943 | 1.1495 | 1.0722 |
256
- | No log | 22.7778 | 410 | 1.1702 | 0.2467 | 1.1702 | 1.0818 |
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- | No log | 22.8889 | 412 | 1.1353 | 0.1841 | 1.1353 | 1.0655 |
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- | No log | 23.0 | 414 | 1.1166 | 0.1841 | 1.1166 | 1.0567 |
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- | No log | 23.1111 | 416 | 1.1198 | 0.1841 | 1.1198 | 1.0582 |
260
- | No log | 23.2222 | 418 | 1.1094 | 0.1841 | 1.1094 | 1.0533 |
261
- | No log | 23.3333 | 420 | 1.1155 | 0.1990 | 1.1155 | 1.0562 |
262
- | No log | 23.4444 | 422 | 1.1916 | 0.2100 | 1.1916 | 1.0916 |
263
- | No log | 23.5556 | 424 | 1.3374 | 0.1984 | 1.3374 | 1.1564 |
264
- | No log | 23.6667 | 426 | 1.3763 | 0.2236 | 1.3763 | 1.1731 |
265
- | No log | 23.7778 | 428 | 1.2163 | 0.3028 | 1.2163 | 1.1029 |
266
- | No log | 23.8889 | 430 | 1.1025 | 0.2088 | 1.1025 | 1.0500 |
267
- | No log | 24.0 | 432 | 1.0669 | 0.3286 | 1.0669 | 1.0329 |
268
- | No log | 24.1111 | 434 | 1.0634 | 0.4160 | 1.0634 | 1.0312 |
269
- | No log | 24.2222 | 436 | 1.0695 | 0.3555 | 1.0695 | 1.0342 |
270
- | No log | 24.3333 | 438 | 1.1756 | 0.2746 | 1.1756 | 1.0842 |
271
- | No log | 24.4444 | 440 | 1.3459 | 0.2586 | 1.3459 | 1.1601 |
272
- | No log | 24.5556 | 442 | 1.3039 | 0.2314 | 1.3039 | 1.1419 |
273
- | No log | 24.6667 | 444 | 1.1445 | 0.2762 | 1.1445 | 1.0698 |
274
- | No log | 24.7778 | 446 | 1.0566 | 0.3039 | 1.0566 | 1.0279 |
275
- | No log | 24.8889 | 448 | 1.0838 | 0.2995 | 1.0838 | 1.0410 |
276
- | No log | 25.0 | 450 | 1.0887 | 0.2995 | 1.0887 | 1.0434 |
277
- | No log | 25.1111 | 452 | 1.0559 | 0.3652 | 1.0559 | 1.0276 |
278
- | No log | 25.2222 | 454 | 1.0681 | 0.2795 | 1.0681 | 1.0335 |
279
- | No log | 25.3333 | 456 | 1.2035 | 0.3028 | 1.2035 | 1.0971 |
280
- | No log | 25.4444 | 458 | 1.3404 | 0.2075 | 1.3404 | 1.1578 |
281
- | No log | 25.5556 | 460 | 1.3714 | 0.2357 | 1.3714 | 1.1711 |
282
- | No log | 25.6667 | 462 | 1.2633 | 0.2663 | 1.2633 | 1.1240 |
283
- | No log | 25.7778 | 464 | 1.1940 | 0.2734 | 1.1940 | 1.0927 |
284
- | No log | 25.8889 | 466 | 1.1117 | 0.1943 | 1.1117 | 1.0544 |
285
- | No log | 26.0 | 468 | 1.0964 | 0.2366 | 1.0964 | 1.0471 |
286
- | No log | 26.1111 | 470 | 1.0845 | 0.3250 | 1.0845 | 1.0414 |
287
- | No log | 26.2222 | 472 | 1.0915 | 0.3390 | 1.0915 | 1.0448 |
288
- | No log | 26.3333 | 474 | 1.1321 | 0.2232 | 1.1321 | 1.0640 |
289
- | No log | 26.4444 | 476 | 1.2207 | 0.1667 | 1.2207 | 1.1049 |
290
- | No log | 26.5556 | 478 | 1.3621 | 0.2411 | 1.3621 | 1.1671 |
291
- | No log | 26.6667 | 480 | 1.3168 | 0.2366 | 1.3168 | 1.1475 |
292
- | No log | 26.7778 | 482 | 1.2057 | 0.2718 | 1.2057 | 1.0981 |
293
- | No log | 26.8889 | 484 | 1.1484 | 0.2232 | 1.1484 | 1.0716 |
294
- | No log | 27.0 | 486 | 1.1482 | 0.2232 | 1.1482 | 1.0715 |
295
- | No log | 27.1111 | 488 | 1.1439 | 0.2232 | 1.1439 | 1.0695 |
296
- | No log | 27.2222 | 490 | 1.1595 | 0.2232 | 1.1595 | 1.0768 |
297
- | No log | 27.3333 | 492 | 1.1505 | 0.2085 | 1.1505 | 1.0726 |
298
- | No log | 27.4444 | 494 | 1.1472 | 0.1990 | 1.1472 | 1.0711 |
299
- | No log | 27.5556 | 496 | 1.1529 | 0.2138 | 1.1529 | 1.0737 |
300
- | No log | 27.6667 | 498 | 1.1927 | 0.1951 | 1.1927 | 1.0921 |
301
- | 0.3047 | 27.7778 | 500 | 1.2881 | 0.2010 | 1.2881 | 1.1350 |
302
- | 0.3047 | 27.8889 | 502 | 1.3182 | 0.1921 | 1.3182 | 1.1481 |
303
- | 0.3047 | 28.0 | 504 | 1.3402 | 0.1921 | 1.3402 | 1.1577 |
304
- | 0.3047 | 28.1111 | 506 | 1.3467 | 0.2010 | 1.3467 | 1.1605 |
305
- | 0.3047 | 28.2222 | 508 | 1.2586 | 0.2049 | 1.2586 | 1.1219 |
306
- | 0.3047 | 28.3333 | 510 | 1.1771 | 0.2593 | 1.1771 | 1.0850 |
307
- | 0.3047 | 28.4444 | 512 | 1.1859 | 0.2593 | 1.1859 | 1.0890 |
308
- | 0.3047 | 28.5556 | 514 | 1.2557 | 0.2002 | 1.2557 | 1.1206 |
309
- | 0.3047 | 28.6667 | 516 | 1.3231 | 0.1257 | 1.3231 | 1.1503 |
310
- | 0.3047 | 28.7778 | 518 | 1.3030 | 0.1257 | 1.3030 | 1.1415 |
311
- | 0.3047 | 28.8889 | 520 | 1.2058 | 0.2374 | 1.2058 | 1.0981 |
312
- | 0.3047 | 29.0 | 522 | 1.1346 | 0.3174 | 1.1346 | 1.0652 |
313
- | 0.3047 | 29.1111 | 524 | 1.1554 | 0.3590 | 1.1554 | 1.0749 |
314
- | 0.3047 | 29.2222 | 526 | 1.1669 | 0.3590 | 1.1669 | 1.0802 |
315
- | 0.3047 | 29.3333 | 528 | 1.1460 | 0.3661 | 1.1460 | 1.0705 |
316
- | 0.3047 | 29.4444 | 530 | 1.1763 | 0.3169 | 1.1763 | 1.0846 |
317
- | 0.3047 | 29.5556 | 532 | 1.3614 | 0.1009 | 1.3614 | 1.1668 |
318
- | 0.3047 | 29.6667 | 534 | 1.4941 | 0.1522 | 1.4941 | 1.2223 |
319
- | 0.3047 | 29.7778 | 536 | 1.4585 | 0.1566 | 1.4585 | 1.2077 |
320
- | 0.3047 | 29.8889 | 538 | 1.3202 | 0.1311 | 1.3202 | 1.1490 |
321
- | 0.3047 | 30.0 | 540 | 1.1973 | 0.2942 | 1.1973 | 1.0942 |
322
- | 0.3047 | 30.1111 | 542 | 1.1620 | 0.2757 | 1.1620 | 1.0780 |
323
- | 0.3047 | 30.2222 | 544 | 1.1556 | 0.2966 | 1.1556 | 1.0750 |
324
- | 0.3047 | 30.3333 | 546 | 1.1541 | 0.2616 | 1.1541 | 1.0743 |
325
- | 0.3047 | 30.4444 | 548 | 1.1565 | 0.2454 | 1.1565 | 1.0754 |
326
- | 0.3047 | 30.5556 | 550 | 1.1956 | 0.1996 | 1.1956 | 1.0935 |
327
- | 0.3047 | 30.6667 | 552 | 1.3420 | 0.1395 | 1.3420 | 1.1584 |
328
- | 0.3047 | 30.7778 | 554 | 1.4615 | 0.0876 | 1.4615 | 1.2089 |
329
- | 0.3047 | 30.8889 | 556 | 1.4540 | 0.1457 | 1.4540 | 1.2058 |
330
- | 0.3047 | 31.0 | 558 | 1.3177 | 0.1652 | 1.3177 | 1.1479 |
331
 
332
 
333
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k6_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k6_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.1524
19
+ - Qwk: 0.2333
20
+ - Mse: 1.1524
21
+ - Rmse: 1.0735
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0909 | 2 | 4.7675 | -0.0132 | 4.7675 | 2.1835 |
53
+ | No log | 0.1818 | 4 | 3.2240 | -0.0519 | 3.2240 | 1.7955 |
54
+ | No log | 0.2727 | 6 | 1.8290 | 0.0062 | 1.8290 | 1.3524 |
55
+ | No log | 0.3636 | 8 | 2.2828 | -0.0124 | 2.2828 | 1.5109 |
56
+ | No log | 0.4545 | 10 | 2.5386 | -0.0133 | 2.5386 | 1.5933 |
57
+ | No log | 0.5455 | 12 | 1.5646 | 0.0757 | 1.5646 | 1.2509 |
58
+ | No log | 0.6364 | 14 | 1.3190 | 0.0741 | 1.3190 | 1.1485 |
59
+ | No log | 0.7273 | 16 | 1.3131 | 0.1080 | 1.3131 | 1.1459 |
60
+ | No log | 0.8182 | 18 | 1.4108 | 0.0185 | 1.4108 | 1.1878 |
61
+ | No log | 0.9091 | 20 | 1.7274 | 0.0372 | 1.7274 | 1.3143 |
62
+ | No log | 1.0 | 22 | 1.8817 | 0.1060 | 1.8817 | 1.3717 |
63
+ | No log | 1.0909 | 24 | 1.9660 | 0.0982 | 1.9660 | 1.4021 |
64
+ | No log | 1.1818 | 26 | 2.2209 | 0.0881 | 2.2209 | 1.4903 |
65
+ | No log | 1.2727 | 28 | 1.8709 | 0.0862 | 1.8709 | 1.3678 |
66
+ | No log | 1.3636 | 30 | 1.4539 | 0.1371 | 1.4539 | 1.2058 |
67
+ | No log | 1.4545 | 32 | 1.1974 | 0.1809 | 1.1974 | 1.0942 |
68
+ | No log | 1.5455 | 34 | 1.1791 | 0.1809 | 1.1791 | 1.0859 |
69
+ | No log | 1.6364 | 36 | 1.2801 | 0.1772 | 1.2801 | 1.1314 |
70
+ | No log | 1.7273 | 38 | 1.3607 | 0.2304 | 1.3607 | 1.1665 |
71
+ | No log | 1.8182 | 40 | 1.6046 | 0.0749 | 1.6046 | 1.2667 |
72
+ | No log | 1.9091 | 42 | 1.4872 | 0.1726 | 1.4872 | 1.2195 |
73
+ | No log | 2.0 | 44 | 1.5778 | 0.1248 | 1.5778 | 1.2561 |
74
+ | No log | 2.0909 | 46 | 1.4881 | 0.1907 | 1.4881 | 1.2199 |
75
+ | No log | 2.1818 | 48 | 1.5215 | 0.1571 | 1.5215 | 1.2335 |
76
+ | No log | 2.2727 | 50 | 1.4280 | 0.2693 | 1.4280 | 1.1950 |
77
+ | No log | 2.3636 | 52 | 1.3818 | 0.2503 | 1.3818 | 1.1755 |
78
+ | No log | 2.4545 | 54 | 1.1958 | 0.1950 | 1.1958 | 1.0935 |
79
+ | No log | 2.5455 | 56 | 1.3104 | 0.2405 | 1.3104 | 1.1447 |
80
+ | No log | 2.6364 | 58 | 1.2373 | 0.2280 | 1.2373 | 1.1123 |
81
+ | No log | 2.7273 | 60 | 1.3554 | 0.2747 | 1.3554 | 1.1642 |
82
+ | No log | 2.8182 | 62 | 1.3759 | 0.2747 | 1.3759 | 1.1730 |
83
+ | No log | 2.9091 | 64 | 1.6042 | 0.2345 | 1.6042 | 1.2666 |
84
+ | No log | 3.0 | 66 | 1.3719 | 0.2289 | 1.3719 | 1.1713 |
85
+ | No log | 3.0909 | 68 | 1.1840 | 0.1858 | 1.1840 | 1.0881 |
86
+ | No log | 3.1818 | 70 | 1.1383 | 0.2622 | 1.1383 | 1.0669 |
87
+ | No log | 3.2727 | 72 | 1.2511 | 0.2015 | 1.2511 | 1.1185 |
88
+ | No log | 3.3636 | 74 | 1.3099 | 0.2405 | 1.3099 | 1.1445 |
89
+ | No log | 3.4545 | 76 | 1.4401 | 0.2677 | 1.4401 | 1.2001 |
90
+ | No log | 3.5455 | 78 | 1.3738 | 0.2321 | 1.3738 | 1.1721 |
91
+ | No log | 3.6364 | 80 | 1.4141 | 0.2029 | 1.4141 | 1.1892 |
92
+ | No log | 3.7273 | 82 | 1.2330 | 0.1928 | 1.2330 | 1.1104 |
93
+ | No log | 3.8182 | 84 | 1.1546 | 0.2797 | 1.1546 | 1.0745 |
94
+ | No log | 3.9091 | 86 | 1.1416 | 0.2644 | 1.1416 | 1.0685 |
95
+ | No log | 4.0 | 88 | 1.2814 | 0.2399 | 1.2814 | 1.1320 |
96
+ | No log | 4.0909 | 90 | 1.7535 | 0.2092 | 1.7535 | 1.3242 |
97
+ | No log | 4.1818 | 92 | 1.8483 | 0.2092 | 1.8483 | 1.3595 |
98
+ | No log | 4.2727 | 94 | 1.4411 | 0.2680 | 1.4411 | 1.2005 |
99
+ | No log | 4.3636 | 96 | 1.0034 | 0.2815 | 1.0034 | 1.0017 |
100
+ | No log | 4.4545 | 98 | 0.9503 | 0.4321 | 0.9503 | 0.9748 |
101
+ | No log | 4.5455 | 100 | 0.9388 | 0.3970 | 0.9388 | 0.9689 |
102
+ | No log | 4.6364 | 102 | 0.9653 | 0.2786 | 0.9653 | 0.9825 |
103
+ | No log | 4.7273 | 104 | 1.1187 | 0.3088 | 1.1187 | 1.0577 |
104
+ | No log | 4.8182 | 106 | 1.2658 | 0.3725 | 1.2658 | 1.1251 |
105
+ | No log | 4.9091 | 108 | 1.1670 | 0.3458 | 1.1670 | 1.0803 |
106
+ | No log | 5.0 | 110 | 0.9842 | 0.3783 | 0.9842 | 0.9921 |
107
+ | No log | 5.0909 | 112 | 0.9069 | 0.3852 | 0.9069 | 0.9523 |
108
+ | No log | 5.1818 | 114 | 0.9169 | 0.4794 | 0.9169 | 0.9575 |
109
+ | No log | 5.2727 | 116 | 1.1085 | 0.4329 | 1.1085 | 1.0528 |
110
+ | No log | 5.3636 | 118 | 1.6140 | 0.3043 | 1.6140 | 1.2704 |
111
+ | No log | 5.4545 | 120 | 1.6094 | 0.3154 | 1.6094 | 1.2686 |
112
+ | No log | 5.5455 | 122 | 1.3025 | 0.4306 | 1.3025 | 1.1413 |
113
+ | No log | 5.6364 | 124 | 1.0491 | 0.4492 | 1.0491 | 1.0242 |
114
+ | No log | 5.7273 | 126 | 0.9036 | 0.4681 | 0.9036 | 0.9506 |
115
+ | No log | 5.8182 | 128 | 0.9234 | 0.4265 | 0.9234 | 0.9609 |
116
+ | No log | 5.9091 | 130 | 0.9941 | 0.4103 | 0.9941 | 0.9971 |
117
+ | No log | 6.0 | 132 | 1.0993 | 0.3959 | 1.0993 | 1.0485 |
118
+ | No log | 6.0909 | 134 | 1.1319 | 0.3574 | 1.1319 | 1.0639 |
119
+ | No log | 6.1818 | 136 | 1.0521 | 0.3115 | 1.0521 | 1.0257 |
120
+ | No log | 6.2727 | 138 | 1.0132 | 0.3908 | 1.0132 | 1.0066 |
121
+ | No log | 6.3636 | 140 | 1.0482 | 0.5102 | 1.0482 | 1.0238 |
122
+ | No log | 6.4545 | 142 | 1.2636 | 0.4254 | 1.2636 | 1.1241 |
123
+ | No log | 6.5455 | 144 | 1.4434 | 0.3833 | 1.4434 | 1.2014 |
124
+ | No log | 6.6364 | 146 | 1.2426 | 0.4085 | 1.2426 | 1.1147 |
125
+ | No log | 6.7273 | 148 | 1.0595 | 0.5387 | 1.0595 | 1.0293 |
126
+ | No log | 6.8182 | 150 | 1.0095 | 0.4952 | 1.0095 | 1.0047 |
127
+ | No log | 6.9091 | 152 | 1.0350 | 0.4810 | 1.0350 | 1.0174 |
128
+ | No log | 7.0 | 154 | 1.1588 | 0.4216 | 1.1588 | 1.0765 |
129
+ | No log | 7.0909 | 156 | 1.2475 | 0.3793 | 1.2475 | 1.1169 |
130
+ | No log | 7.1818 | 158 | 1.1774 | 0.4216 | 1.1774 | 1.0851 |
131
+ | No log | 7.2727 | 160 | 1.0280 | 0.4554 | 1.0280 | 1.0139 |
132
+ | No log | 7.3636 | 162 | 1.0132 | 0.4677 | 1.0132 | 1.0066 |
133
+ | No log | 7.4545 | 164 | 1.1029 | 0.4817 | 1.1029 | 1.0502 |
134
+ | No log | 7.5455 | 166 | 1.1454 | 0.4939 | 1.1454 | 1.0702 |
135
+ | No log | 7.6364 | 168 | 1.0650 | 0.3975 | 1.0650 | 1.0320 |
136
+ | No log | 7.7273 | 170 | 1.0925 | 0.4681 | 1.0925 | 1.0452 |
137
+ | No log | 7.8182 | 172 | 1.0857 | 0.3554 | 1.0857 | 1.0420 |
138
+ | No log | 7.9091 | 174 | 1.0259 | 0.3964 | 1.0259 | 1.0129 |
139
+ | No log | 8.0 | 176 | 1.0094 | 0.4007 | 1.0094 | 1.0047 |
140
+ | No log | 8.0909 | 178 | 0.9584 | 0.4122 | 0.9584 | 0.9790 |
141
+ | No log | 8.1818 | 180 | 0.9688 | 0.3443 | 0.9688 | 0.9843 |
142
+ | No log | 8.2727 | 182 | 1.0916 | 0.3475 | 1.0916 | 1.0448 |
143
+ | No log | 8.3636 | 184 | 1.3985 | 0.3894 | 1.3985 | 1.1826 |
144
+ | No log | 8.4545 | 186 | 1.5982 | 0.2768 | 1.5982 | 1.2642 |
145
+ | No log | 8.5455 | 188 | 1.3505 | 0.3455 | 1.3505 | 1.1621 |
146
+ | No log | 8.6364 | 190 | 1.1777 | 0.4186 | 1.1777 | 1.0852 |
147
+ | No log | 8.7273 | 192 | 1.0605 | 0.5364 | 1.0605 | 1.0298 |
148
+ | No log | 8.8182 | 194 | 1.0419 | 0.5175 | 1.0419 | 1.0207 |
149
+ | No log | 8.9091 | 196 | 1.1052 | 0.3462 | 1.1052 | 1.0513 |
150
+ | No log | 9.0 | 198 | 1.1514 | 0.3160 | 1.1514 | 1.0730 |
151
+ | No log | 9.0909 | 200 | 1.2356 | 0.3574 | 1.2356 | 1.1116 |
152
+ | No log | 9.1818 | 202 | 1.1524 | 0.3291 | 1.1524 | 1.0735 |
153
+ | No log | 9.2727 | 204 | 1.0098 | 0.2892 | 1.0098 | 1.0049 |
154
+ | No log | 9.3636 | 206 | 0.9818 | 0.4084 | 0.9818 | 0.9909 |
155
+ | No log | 9.4545 | 208 | 0.9999 | 0.3500 | 0.9999 | 1.0000 |
156
+ | No log | 9.5455 | 210 | 1.1766 | 0.3416 | 1.1766 | 1.0847 |
157
+ | No log | 9.6364 | 212 | 1.6463 | 0.2530 | 1.6463 | 1.2831 |
158
+ | No log | 9.7273 | 214 | 1.6508 | 0.2598 | 1.6508 | 1.2848 |
159
+ | No log | 9.8182 | 216 | 1.2655 | 0.3403 | 1.2655 | 1.1250 |
160
+ | No log | 9.9091 | 218 | 1.0383 | 0.3775 | 1.0383 | 1.0190 |
161
+ | No log | 10.0 | 220 | 0.9751 | 0.4066 | 0.9751 | 0.9875 |
162
+ | No log | 10.0909 | 222 | 0.9832 | 0.3250 | 0.9832 | 0.9916 |
163
+ | No log | 10.1818 | 224 | 1.1566 | 0.3363 | 1.1566 | 1.0755 |
164
+ | No log | 10.2727 | 226 | 1.3615 | 0.3258 | 1.3615 | 1.1668 |
165
+ | No log | 10.3636 | 228 | 1.3871 | 0.3258 | 1.3871 | 1.1777 |
166
+ | No log | 10.4545 | 230 | 1.1925 | 0.3537 | 1.1925 | 1.0920 |
167
+ | No log | 10.5455 | 232 | 1.0757 | 0.2324 | 1.0757 | 1.0372 |
168
+ | No log | 10.6364 | 234 | 1.0141 | 0.2864 | 1.0141 | 1.0070 |
169
+ | No log | 10.7273 | 236 | 1.0728 | 0.2844 | 1.0728 | 1.0357 |
170
+ | No log | 10.8182 | 238 | 1.2129 | 0.3291 | 1.2129 | 1.1013 |
171
+ | No log | 10.9091 | 240 | 1.2575 | 0.3726 | 1.2575 | 1.1214 |
172
+ | No log | 11.0 | 242 | 1.1740 | 0.3117 | 1.1740 | 1.0835 |
173
+ | No log | 11.0909 | 244 | 1.2309 | 0.3416 | 1.2309 | 1.1095 |
174
+ | No log | 11.1818 | 246 | 1.2285 | 0.3706 | 1.2285 | 1.1084 |
175
+ | No log | 11.2727 | 248 | 1.2782 | 0.3706 | 1.2782 | 1.1306 |
176
+ | No log | 11.3636 | 250 | 1.2269 | 0.3706 | 1.2269 | 1.1076 |
177
+ | No log | 11.4545 | 252 | 1.1763 | 0.3449 | 1.1763 | 1.0846 |
178
+ | No log | 11.5455 | 254 | 1.0484 | 0.2913 | 1.0484 | 1.0239 |
179
+ | No log | 11.6364 | 256 | 1.0220 | 0.3541 | 1.0220 | 1.0109 |
180
+ | No log | 11.7273 | 258 | 1.0630 | 0.2917 | 1.0630 | 1.0310 |
181
+ | No log | 11.8182 | 260 | 1.1085 | 0.3805 | 1.1085 | 1.0528 |
182
+ | No log | 11.9091 | 262 | 1.0949 | 0.4053 | 1.0949 | 1.0464 |
183
+ | No log | 12.0 | 264 | 1.2140 | 0.3265 | 1.2140 | 1.1018 |
184
+ | No log | 12.0909 | 266 | 1.2844 | 0.3898 | 1.2844 | 1.1333 |
185
+ | No log | 12.1818 | 268 | 1.1914 | 0.3559 | 1.1914 | 1.0915 |
186
+ | No log | 12.2727 | 270 | 1.1061 | 0.3595 | 1.1061 | 1.0517 |
187
+ | No log | 12.3636 | 272 | 1.1962 | 0.3559 | 1.1962 | 1.0937 |
188
+ | No log | 12.4545 | 274 | 1.3601 | 0.3527 | 1.3601 | 1.1662 |
189
+ | No log | 12.5455 | 276 | 1.3285 | 0.3865 | 1.3285 | 1.1526 |
190
+ | No log | 12.6364 | 278 | 1.2346 | 0.3429 | 1.2346 | 1.1111 |
191
+ | No log | 12.7273 | 280 | 1.1590 | 0.2923 | 1.1590 | 1.0766 |
192
+ | No log | 12.8182 | 282 | 1.1347 | 0.2857 | 1.1347 | 1.0652 |
193
+ | No log | 12.9091 | 284 | 1.1636 | 0.3171 | 1.1636 | 1.0787 |
194
+ | No log | 13.0 | 286 | 1.3000 | 0.2962 | 1.3000 | 1.1402 |
195
+ | No log | 13.0909 | 288 | 1.2437 | 0.3309 | 1.2437 | 1.1152 |
196
+ | No log | 13.1818 | 290 | 1.1496 | 0.3642 | 1.1496 | 1.0722 |
197
+ | No log | 13.2727 | 292 | 1.1995 | 0.3487 | 1.1995 | 1.0952 |
198
+ | No log | 13.3636 | 294 | 1.2781 | 0.3106 | 1.2781 | 1.1306 |
199
+ | No log | 13.4545 | 296 | 1.4423 | 0.3779 | 1.4423 | 1.2010 |
200
+ | No log | 13.5455 | 298 | 1.5683 | 0.3038 | 1.5683 | 1.2523 |
201
+ | No log | 13.6364 | 300 | 1.5016 | 0.3439 | 1.5016 | 1.2254 |
202
+ | No log | 13.7273 | 302 | 1.3265 | 0.3152 | 1.3265 | 1.1517 |
203
+ | No log | 13.8182 | 304 | 1.1316 | 0.2361 | 1.1316 | 1.0637 |
204
+ | No log | 13.9091 | 306 | 1.0741 | 0.1935 | 1.0741 | 1.0364 |
205
+ | No log | 14.0 | 308 | 1.1232 | 0.2085 | 1.1232 | 1.0598 |
206
+ | No log | 14.0909 | 310 | 1.2304 | 0.2807 | 1.2304 | 1.1093 |
207
+ | No log | 14.1818 | 312 | 1.2950 | 0.3127 | 1.2950 | 1.1380 |
208
+ | No log | 14.2727 | 314 | 1.1837 | 0.3179 | 1.1837 | 1.0880 |
209
+ | No log | 14.3636 | 316 | 1.0720 | 0.1935 | 1.0720 | 1.0354 |
210
+ | No log | 14.4545 | 318 | 1.0566 | 0.2372 | 1.0566 | 1.0279 |
211
+ | No log | 14.5455 | 320 | 1.1067 | 0.3137 | 1.1067 | 1.0520 |
212
+ | No log | 14.6364 | 322 | 1.2376 | 0.3621 | 1.2376 | 1.1125 |
213
+ | No log | 14.7273 | 324 | 1.3257 | 0.3703 | 1.3257 | 1.1514 |
214
+ | No log | 14.8182 | 326 | 1.2694 | 0.3785 | 1.2694 | 1.1267 |
215
+ | No log | 14.9091 | 328 | 1.2564 | 0.3785 | 1.2564 | 1.1209 |
216
+ | No log | 15.0 | 330 | 1.2156 | 0.4267 | 1.2156 | 1.1026 |
217
+ | No log | 15.0909 | 332 | 1.1748 | 0.3687 | 1.1748 | 1.0839 |
218
+ | No log | 15.1818 | 334 | 1.1752 | 0.3687 | 1.1752 | 1.0841 |
219
+ | No log | 15.2727 | 336 | 1.2486 | 0.3785 | 1.2486 | 1.1174 |
220
+ | No log | 15.3636 | 338 | 1.2796 | 0.3902 | 1.2796 | 1.1312 |
221
+ | No log | 15.4545 | 340 | 1.2307 | 0.3416 | 1.2307 | 1.1093 |
222
+ | No log | 15.5455 | 342 | 1.1706 | 0.3179 | 1.1706 | 1.0820 |
223
+ | No log | 15.6364 | 344 | 1.1690 | 0.3092 | 1.1690 | 1.0812 |
224
+ | No log | 15.7273 | 346 | 1.1618 | 0.3092 | 1.1618 | 1.0779 |
225
+ | No log | 15.8182 | 348 | 1.1151 | 0.3179 | 1.1151 | 1.0560 |
226
+ | No log | 15.9091 | 350 | 1.1579 | 0.3449 | 1.1579 | 1.0761 |
227
+ | No log | 16.0 | 352 | 1.2434 | 0.3658 | 1.2434 | 1.1151 |
228
+ | No log | 16.0909 | 354 | 1.3234 | 0.3902 | 1.3234 | 1.1504 |
229
+ | No log | 16.1818 | 356 | 1.3190 | 0.3941 | 1.3190 | 1.1485 |
230
+ | No log | 16.2727 | 358 | 1.2256 | 0.3621 | 1.2256 | 1.1071 |
231
+ | No log | 16.3636 | 360 | 1.1131 | 0.3547 | 1.1131 | 1.0550 |
232
+ | No log | 16.4545 | 362 | 1.0876 | 0.2857 | 1.0876 | 1.0429 |
233
+ | No log | 16.5455 | 364 | 1.0629 | 0.2989 | 1.0629 | 1.0310 |
234
+ | No log | 16.6364 | 366 | 1.0832 | 0.3255 | 1.0832 | 1.0408 |
235
+ | No log | 16.7273 | 368 | 1.0671 | 0.2467 | 1.0671 | 1.0330 |
236
+ | No log | 16.8182 | 370 | 1.1171 | 0.2516 | 1.1171 | 1.0569 |
237
+ | No log | 16.9091 | 372 | 1.1232 | 0.2516 | 1.1232 | 1.0598 |
238
+ | No log | 17.0 | 374 | 1.1546 | 0.2657 | 1.1546 | 1.0745 |
239
+ | No log | 17.0909 | 376 | 1.2017 | 0.2780 | 1.2017 | 1.0962 |
240
+ | No log | 17.1818 | 378 | 1.2964 | 0.3117 | 1.2964 | 1.1386 |
241
+ | No log | 17.2727 | 380 | 1.2339 | 0.3092 | 1.2339 | 1.1108 |
242
+ | No log | 17.3636 | 382 | 1.1390 | 0.2940 | 1.1390 | 1.0672 |
243
+ | No log | 17.4545 | 384 | 1.1960 | 0.3031 | 1.1960 | 1.0936 |
244
+ | No log | 17.5455 | 386 | 1.4334 | 0.3604 | 1.4334 | 1.1973 |
245
+ | No log | 17.6364 | 388 | 1.5091 | 0.2690 | 1.5091 | 1.2285 |
246
+ | No log | 17.7273 | 390 | 1.5072 | 0.2628 | 1.5072 | 1.2277 |
247
+ | No log | 17.8182 | 392 | 1.3043 | 0.3087 | 1.3043 | 1.1421 |
248
+ | No log | 17.9091 | 394 | 1.1684 | 0.2870 | 1.1684 | 1.0809 |
249
+ | No log | 18.0 | 396 | 1.1403 | 0.2501 | 1.1403 | 1.0678 |
250
+ | No log | 18.0909 | 398 | 1.2346 | 0.2962 | 1.2346 | 1.1111 |
251
+ | No log | 18.1818 | 400 | 1.4595 | 0.3022 | 1.4595 | 1.2081 |
252
+ | No log | 18.2727 | 402 | 1.5289 | 0.2717 | 1.5289 | 1.2365 |
253
+ | No log | 18.3636 | 404 | 1.3341 | 0.3210 | 1.3341 | 1.1550 |
254
+ | No log | 18.4545 | 406 | 1.1067 | 0.3262 | 1.1067 | 1.0520 |
255
+ | No log | 18.5455 | 408 | 1.0510 | 0.2374 | 1.0510 | 1.0252 |
256
+ | No log | 18.6364 | 410 | 1.0497 | 0.2468 | 1.0497 | 1.0246 |
257
+ | No log | 18.7273 | 412 | 1.0689 | 0.2963 | 1.0689 | 1.0339 |
258
+ | No log | 18.8182 | 414 | 1.1786 | 0.3028 | 1.1786 | 1.0856 |
259
+ | No log | 18.9091 | 416 | 1.3202 | 0.3022 | 1.3202 | 1.1490 |
260
+ | No log | 19.0 | 418 | 1.3998 | 0.3039 | 1.3998 | 1.1831 |
261
+ | No log | 19.0909 | 420 | 1.2852 | 0.3002 | 1.2852 | 1.1337 |
262
+ | No log | 19.1818 | 422 | 1.1532 | 0.2516 | 1.1532 | 1.0738 |
263
+ | No log | 19.2727 | 424 | 1.1036 | 0.2718 | 1.1036 | 1.0505 |
264
+ | No log | 19.3636 | 426 | 1.0959 | 0.2572 | 1.0959 | 1.0469 |
265
+ | No log | 19.4545 | 428 | 1.1310 | 0.2439 | 1.1310 | 1.0635 |
266
+ | No log | 19.5455 | 430 | 1.2298 | 0.3220 | 1.2298 | 1.1090 |
267
+ | No log | 19.6364 | 432 | 1.3323 | 0.3135 | 1.3323 | 1.1543 |
268
+ | No log | 19.7273 | 434 | 1.3242 | 0.3403 | 1.3242 | 1.1507 |
269
+ | No log | 19.8182 | 436 | 1.2411 | 0.3368 | 1.2411 | 1.1141 |
270
+ | No log | 19.9091 | 438 | 1.1596 | 0.3484 | 1.1596 | 1.0769 |
271
+ | No log | 20.0 | 440 | 1.1784 | 0.3179 | 1.1784 | 1.0855 |
272
+ | No log | 20.0909 | 442 | 1.3258 | 0.3171 | 1.3258 | 1.1514 |
273
+ | No log | 20.1818 | 444 | 1.4257 | 0.3019 | 1.4257 | 1.1940 |
274
+ | No log | 20.2727 | 446 | 1.3590 | 0.2638 | 1.3590 | 1.1658 |
275
+ | No log | 20.3636 | 448 | 1.1567 | 0.2337 | 1.1567 | 1.0755 |
276
+ | No log | 20.4545 | 450 | 1.0801 | 0.2289 | 1.0801 | 1.0393 |
277
+ | No log | 20.5455 | 452 | 1.1151 | 0.2191 | 1.1151 | 1.0560 |
278
+ | No log | 20.6364 | 454 | 1.2631 | 0.1587 | 1.2631 | 1.1239 |
279
+ | No log | 20.7273 | 456 | 1.3075 | 0.2024 | 1.3075 | 1.1435 |
280
+ | No log | 20.8182 | 458 | 1.2371 | 0.1530 | 1.2371 | 1.1123 |
281
+ | No log | 20.9091 | 460 | 1.1474 | 0.2095 | 1.1474 | 1.0712 |
282
+ | No log | 21.0 | 462 | 1.1416 | 0.2095 | 1.1416 | 1.0684 |
283
+ | No log | 21.0909 | 464 | 1.2274 | 0.3160 | 1.2274 | 1.1079 |
284
+ | No log | 21.1818 | 466 | 1.2368 | 0.3160 | 1.2368 | 1.1121 |
285
+ | No log | 21.2727 | 468 | 1.2089 | 0.2807 | 1.2089 | 1.0995 |
286
+ | No log | 21.3636 | 470 | 1.2443 | 0.3742 | 1.2443 | 1.1155 |
287
+ | No log | 21.4545 | 472 | 1.4279 | 0.3663 | 1.4279 | 1.1949 |
288
+ | No log | 21.5455 | 474 | 1.5042 | 0.3131 | 1.5042 | 1.2264 |
289
+ | No log | 21.6364 | 476 | 1.3778 | 0.4052 | 1.3779 | 1.1738 |
290
+ | No log | 21.7273 | 478 | 1.1789 | 0.2191 | 1.1789 | 1.0858 |
291
+ | No log | 21.8182 | 480 | 1.0740 | 0.2234 | 1.0740 | 1.0364 |
292
+ | No log | 21.9091 | 482 | 1.0522 | 0.1728 | 1.0522 | 1.0258 |
293
+ | No log | 22.0 | 484 | 1.0688 | 0.1830 | 1.0688 | 1.0338 |
294
+ | No log | 22.0909 | 486 | 1.1584 | 0.2285 | 1.1584 | 1.0763 |
295
+ | No log | 22.1818 | 488 | 1.2472 | 0.2565 | 1.2472 | 1.1168 |
296
+ | No log | 22.2727 | 490 | 1.2770 | 0.2982 | 1.2770 | 1.1300 |
297
+ | No log | 22.3636 | 492 | 1.2015 | 0.2825 | 1.2015 | 1.0961 |
298
+ | No log | 22.4545 | 494 | 1.1180 | 0.2870 | 1.1180 | 1.0574 |
299
+ | No log | 22.5455 | 496 | 1.1172 | 0.3121 | 1.1172 | 1.0570 |
300
+ | No log | 22.6364 | 498 | 1.1348 | 0.3314 | 1.1348 | 1.0653 |
301
+ | 0.294 | 22.7273 | 500 | 1.2142 | 0.3363 | 1.2142 | 1.1019 |
302
+ | 0.294 | 22.8182 | 502 | 1.2704 | 0.3370 | 1.2704 | 1.1271 |
303
+ | 0.294 | 22.9091 | 504 | 1.2758 | 0.3108 | 1.2758 | 1.1295 |
304
+ | 0.294 | 23.0 | 506 | 1.3136 | 0.3215 | 1.3136 | 1.1461 |
305
+ | 0.294 | 23.0909 | 508 | 1.2883 | 0.2807 | 1.2883 | 1.1350 |
306
+ | 0.294 | 23.1818 | 510 | 1.2417 | 0.2554 | 1.2417 | 1.1143 |
307
+ | 0.294 | 23.2727 | 512 | 1.1524 | 0.2333 | 1.1524 | 1.0735 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
308
 
309
 
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  ### Framework versions