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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k14_task5_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k13_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k13_task5_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.1233
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- - Qwk: 0.0888
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- - Mse: 1.1233
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- - Rmse: 1.0599
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  ## Model description
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@@ -49,342 +49,284 @@ 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 | 0.0645 | 2 | 4.2210 | -0.0230 | 4.2210 | 2.0545 |
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- | No log | 0.1290 | 4 | 2.7231 | -0.0397 | 2.7231 | 1.6502 |
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- | No log | 0.1935 | 6 | 2.2480 | -0.0189 | 2.2480 | 1.4993 |
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- | No log | 0.2581 | 8 | 1.6561 | -0.0144 | 1.6561 | 1.2869 |
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- | No log | 0.3226 | 10 | 1.4944 | 0.0 | 1.4944 | 1.2225 |
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- | No log | 0.3871 | 12 | 1.3455 | 0.0 | 1.3455 | 1.1600 |
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- | No log | 0.4516 | 14 | 1.1805 | 0.2260 | 1.1805 | 1.0865 |
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- | No log | 0.5161 | 16 | 1.1394 | 0.2376 | 1.1394 | 1.0674 |
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- | No log | 0.5806 | 18 | 1.2602 | 0.0704 | 1.2602 | 1.1226 |
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- | No log | 0.6452 | 20 | 1.4082 | 0.0775 | 1.4082 | 1.1867 |
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- | No log | 0.7097 | 22 | 1.4930 | 0.0827 | 1.4930 | 1.2219 |
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- | No log | 0.7742 | 24 | 1.2513 | 0.1750 | 1.2513 | 1.1186 |
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- | No log | 0.8387 | 26 | 1.0086 | 0.2473 | 1.0086 | 1.0043 |
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- | No log | 0.9032 | 28 | 1.0869 | 0.2441 | 1.0869 | 1.0426 |
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- | No log | 0.9677 | 30 | 1.1338 | 0.1671 | 1.1338 | 1.0648 |
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- | No log | 1.0323 | 32 | 1.1088 | 0.2541 | 1.1088 | 1.0530 |
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- | No log | 1.0968 | 34 | 1.0692 | 0.1561 | 1.0692 | 1.0340 |
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- | No log | 1.1613 | 36 | 1.0331 | 0.1837 | 1.0331 | 1.0164 |
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- | No log | 1.2258 | 38 | 1.0105 | 0.2619 | 1.0105 | 1.0052 |
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- | No log | 1.2903 | 40 | 1.0009 | 0.2473 | 1.0009 | 1.0004 |
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- | No log | 1.3548 | 42 | 1.0070 | 0.2288 | 1.0070 | 1.0035 |
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- | No log | 1.4194 | 44 | 1.0316 | 0.1671 | 1.0316 | 1.0157 |
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- | No log | 1.4839 | 46 | 1.0027 | 0.2161 | 1.0027 | 1.0014 |
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- | No log | 1.5484 | 48 | 0.9805 | 0.3071 | 0.9805 | 0.9902 |
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- | No log | 1.6129 | 50 | 0.9788 | 0.2935 | 0.9788 | 0.9893 |
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- | No log | 1.6774 | 52 | 0.9671 | 0.2515 | 0.9671 | 0.9834 |
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- | No log | 1.7419 | 54 | 1.0036 | 0.2897 | 1.0036 | 1.0018 |
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- | No log | 1.8065 | 56 | 1.0507 | 0.2667 | 1.0507 | 1.0250 |
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- | No log | 1.8710 | 58 | 1.0883 | 0.2692 | 1.0883 | 1.0432 |
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- | No log | 1.9355 | 60 | 1.0889 | 0.2366 | 1.0889 | 1.0435 |
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- | No log | 2.0 | 62 | 1.0779 | 0.2711 | 1.0779 | 1.0382 |
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- | No log | 2.0645 | 64 | 1.0383 | 0.3396 | 1.0383 | 1.0190 |
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- | No log | 2.1290 | 66 | 0.9608 | 0.2764 | 0.9608 | 0.9802 |
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- | No log | 2.1935 | 68 | 1.0137 | 0.1418 | 1.0137 | 1.0068 |
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- | No log | 2.2581 | 70 | 1.0547 | 0.1233 | 1.0547 | 1.0270 |
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- | No log | 2.3226 | 72 | 1.0766 | 0.1233 | 1.0766 | 1.0376 |
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- | No log | 2.3871 | 74 | 1.0519 | 0.1233 | 1.0519 | 1.0256 |
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- | No log | 2.4516 | 76 | 0.9308 | 0.1011 | 0.9308 | 0.9648 |
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- | No log | 2.5161 | 78 | 0.9179 | 0.2077 | 0.9179 | 0.9581 |
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- | No log | 2.5806 | 80 | 1.0678 | 0.1233 | 1.0678 | 1.0333 |
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- | No log | 2.6452 | 82 | 1.1383 | 0.1598 | 1.1383 | 1.0669 |
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- | No log | 2.7097 | 84 | 1.2464 | 0.0841 | 1.2464 | 1.1164 |
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- | No log | 2.7742 | 86 | 1.2124 | 0.2704 | 1.2124 | 1.1011 |
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- | No log | 2.8387 | 88 | 0.9649 | 0.2651 | 0.9649 | 0.9823 |
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- | No log | 2.9032 | 90 | 0.8996 | 0.2965 | 0.8996 | 0.9485 |
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- | No log | 2.9677 | 92 | 0.9151 | 0.3214 | 0.9151 | 0.9566 |
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- | No log | 3.0323 | 94 | 1.1020 | 0.275 | 1.1020 | 1.0498 |
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- | No log | 3.0968 | 96 | 1.3783 | 0.3199 | 1.3783 | 1.1740 |
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- | No log | 3.1613 | 98 | 1.3170 | 0.2640 | 1.3170 | 1.1476 |
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- | No log | 3.2258 | 100 | 1.0285 | 0.2981 | 1.0285 | 1.0142 |
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- | No log | 3.2903 | 102 | 0.9190 | 0.2698 | 0.9190 | 0.9587 |
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- | No log | 3.3548 | 104 | 0.9851 | 0.2037 | 0.9851 | 0.9925 |
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- | No log | 3.4194 | 106 | 1.2862 | 0.3346 | 1.2862 | 1.1341 |
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- | No log | 3.4839 | 108 | 1.5374 | 0.2431 | 1.5374 | 1.2399 |
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- | No log | 3.5484 | 110 | 1.6260 | 0.1752 | 1.6260 | 1.2752 |
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- | No log | 3.6129 | 112 | 1.4729 | 0.2290 | 1.4729 | 1.2136 |
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- | No log | 3.6774 | 114 | 1.1948 | 0.3280 | 1.1948 | 1.0931 |
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- | No log | 3.7419 | 116 | 1.0826 | 0.2417 | 1.0826 | 1.0405 |
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- | No log | 3.8065 | 118 | 1.1096 | 0.2227 | 1.1096 | 1.0534 |
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- | No log | 3.8710 | 120 | 1.1564 | 0.1316 | 1.1564 | 1.0753 |
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- | No log | 3.9355 | 122 | 1.2574 | 0.1654 | 1.2574 | 1.1213 |
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- | No log | 4.0 | 124 | 1.3375 | 0.2730 | 1.3375 | 1.1565 |
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- | No log | 4.0645 | 126 | 1.3124 | 0.3261 | 1.3124 | 1.1456 |
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- | No log | 4.1290 | 128 | 1.3516 | 0.3291 | 1.3516 | 1.1626 |
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- | No log | 4.1935 | 130 | 1.4789 | 0.3037 | 1.4789 | 1.2161 |
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- | No log | 4.2581 | 132 | 1.5315 | 0.2672 | 1.5315 | 1.2375 |
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- | No log | 4.3226 | 134 | 1.5040 | 0.2730 | 1.5040 | 1.2264 |
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- | No log | 4.3871 | 136 | 1.3593 | 0.2284 | 1.3593 | 1.1659 |
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- | No log | 4.4516 | 138 | 1.1393 | 0.1203 | 1.1393 | 1.0674 |
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- | No log | 4.5161 | 140 | 0.9946 | 0.1629 | 0.9946 | 0.9973 |
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- | No log | 4.5806 | 142 | 0.9747 | 0.2035 | 0.9747 | 0.9873 |
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- | No log | 4.6452 | 144 | 1.0511 | 0.1954 | 1.0511 | 1.0253 |
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- | No log | 4.7097 | 146 | 1.1109 | 0.1998 | 1.1109 | 1.0540 |
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- | No log | 4.7742 | 148 | 1.1773 | 0.0888 | 1.1773 | 1.0850 |
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- | No log | 4.8387 | 150 | 1.1281 | 0.0888 | 1.1281 | 1.0621 |
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- | No log | 4.9032 | 152 | 1.1800 | 0.2284 | 1.1800 | 1.0863 |
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- | No log | 4.9677 | 154 | 1.3360 | 0.3107 | 1.3360 | 1.1558 |
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- | No log | 5.0323 | 156 | 1.4609 | 0.3172 | 1.4609 | 1.2087 |
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- | No log | 5.0968 | 158 | 1.5758 | 0.2809 | 1.5758 | 1.2553 |
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- | No log | 5.1613 | 160 | 1.5230 | 0.2771 | 1.5230 | 1.2341 |
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- | No log | 5.2258 | 162 | 1.3077 | 0.3231 | 1.3077 | 1.1435 |
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- | No log | 5.2903 | 164 | 1.1757 | 0.2964 | 1.1757 | 1.0843 |
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- | No log | 5.3548 | 166 | 1.2147 | 0.3231 | 1.2147 | 1.1021 |
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- | No log | 5.4194 | 168 | 1.3710 | 0.3261 | 1.3710 | 1.1709 |
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- | No log | 5.4839 | 170 | 1.5651 | 0.2474 | 1.5651 | 1.2510 |
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- | No log | 5.5484 | 172 | 1.4760 | 0.3135 | 1.4760 | 1.2149 |
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- | No log | 5.6129 | 174 | 1.3503 | 0.3199 | 1.3503 | 1.1620 |
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- | No log | 5.6774 | 176 | 1.3637 | 0.2926 | 1.3637 | 1.1678 |
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- | No log | 5.7419 | 178 | 1.2812 | 0.2341 | 1.2812 | 1.1319 |
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- | No log | 5.8065 | 180 | 1.2135 | 0.2167 | 1.2135 | 1.1016 |
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- | No log | 5.8710 | 182 | 1.1897 | 0.2341 | 1.1897 | 1.0907 |
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- | No log | 5.9355 | 184 | 1.3070 | 0.3711 | 1.3070 | 1.1432 |
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- | No log | 6.0 | 186 | 1.3460 | 0.3511 | 1.3460 | 1.1602 |
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- | No log | 6.0645 | 188 | 1.2727 | 0.3711 | 1.2727 | 1.1281 |
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- | No log | 6.1290 | 190 | 1.1468 | 0.3936 | 1.1468 | 1.0709 |
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- | No log | 6.1935 | 192 | 1.0621 | 0.3686 | 1.0621 | 1.0306 |
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- | No log | 6.2581 | 194 | 1.1865 | 0.3584 | 1.1865 | 1.0893 |
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- | No log | 6.3226 | 196 | 1.2120 | 0.3831 | 1.2120 | 1.1009 |
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- | No log | 6.3871 | 198 | 1.2548 | 0.3511 | 1.2548 | 1.1202 |
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- | No log | 6.4516 | 200 | 1.1110 | 0.3056 | 1.1110 | 1.0541 |
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- | No log | 6.5161 | 202 | 0.9266 | 0.2535 | 0.9266 | 0.9626 |
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- | No log | 6.5806 | 204 | 0.9481 | 0.2149 | 0.9481 | 0.9737 |
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- | No log | 6.6452 | 206 | 1.0523 | 0.1842 | 1.0523 | 1.0258 |
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- | No log | 6.7097 | 208 | 1.1957 | 0.3199 | 1.1957 | 1.0935 |
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- | No log | 6.7742 | 210 | 1.1550 | 0.3199 | 1.1550 | 1.0747 |
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- | No log | 6.8387 | 212 | 1.0697 | 0.3686 | 1.0697 | 1.0343 |
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- | No log | 6.9032 | 214 | 1.2221 | 0.3831 | 1.2221 | 1.1055 |
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- | No log | 6.9677 | 216 | 1.4157 | 0.3202 | 1.4157 | 1.1898 |
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- | No log | 7.0323 | 218 | 1.4133 | 0.3202 | 1.4133 | 1.1888 |
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- | No log | 7.0968 | 220 | 1.1849 | 0.3813 | 1.1849 | 1.0885 |
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- | No log | 7.1613 | 222 | 1.1407 | 0.3936 | 1.1407 | 1.0680 |
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- | No log | 7.2258 | 224 | 1.2542 | 0.3534 | 1.2542 | 1.1199 |
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- | No log | 7.2903 | 226 | 1.3679 | 0.2227 | 1.3679 | 1.1696 |
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- | No log | 7.3548 | 228 | 1.3993 | 0.2167 | 1.3993 | 1.1829 |
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- | No log | 7.4194 | 230 | 1.2958 | 0.2885 | 1.2958 | 1.1383 |
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- | No log | 7.4839 | 232 | 1.2167 | 0.2885 | 1.2167 | 1.1031 |
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- | No log | 7.5484 | 234 | 1.2490 | 0.3199 | 1.2490 | 1.1176 |
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- | No log | 7.6129 | 236 | 1.2073 | 0.3711 | 1.2073 | 1.0988 |
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- | No log | 7.6774 | 238 | 1.1457 | 0.3813 | 1.1457 | 1.0704 |
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- | No log | 7.7419 | 240 | 1.0442 | 0.3424 | 1.0442 | 1.0219 |
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- | No log | 7.8065 | 242 | 1.0746 | 0.3813 | 1.0746 | 1.0366 |
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- | No log | 7.8710 | 244 | 1.2665 | 0.3511 | 1.2665 | 1.1254 |
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- | No log | 7.9355 | 246 | 1.4638 | 0.2806 | 1.4638 | 1.2099 |
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- | No log | 8.0 | 248 | 1.5119 | 0.2806 | 1.5119 | 1.2296 |
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- | No log | 8.0645 | 250 | 1.3510 | 0.2924 | 1.3510 | 1.1623 |
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- | No log | 8.1290 | 252 | 1.1715 | 0.3607 | 1.1715 | 1.0824 |
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- | No log | 8.1935 | 254 | 1.0548 | 0.2105 | 1.0548 | 1.0270 |
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- | No log | 8.2581 | 256 | 1.1019 | 0.2105 | 1.1019 | 1.0497 |
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- | No log | 8.3226 | 258 | 1.2021 | 0.2341 | 1.2021 | 1.0964 |
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- | No log | 8.3871 | 260 | 1.3009 | 0.3460 | 1.3009 | 1.1406 |
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- | No log | 8.4516 | 262 | 1.3706 | 0.2924 | 1.3706 | 1.1707 |
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- | No log | 8.5161 | 264 | 1.4296 | 0.2845 | 1.4296 | 1.1956 |
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- | No log | 8.5806 | 266 | 1.3543 | 0.2915 | 1.3543 | 1.1637 |
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- | No log | 8.6452 | 268 | 1.2340 | 0.1886 | 1.2340 | 1.1109 |
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- | No log | 8.7097 | 270 | 1.1534 | 0.0888 | 1.1534 | 1.0740 |
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- | No log | 8.7742 | 272 | 1.1744 | 0.0445 | 1.1744 | 1.0837 |
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- | No log | 8.8387 | 274 | 1.2398 | 0.0833 | 1.2398 | 1.1135 |
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- | No log | 8.9032 | 276 | 1.2216 | 0.1697 | 1.2216 | 1.1053 |
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- | No log | 8.9677 | 278 | 1.2324 | 0.2027 | 1.2324 | 1.1101 |
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- | No log | 9.0323 | 280 | 1.3474 | 0.2877 | 1.3474 | 1.1608 |
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- | No log | 9.0968 | 282 | 1.4179 | 0.2832 | 1.4179 | 1.1908 |
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- | No log | 9.1613 | 284 | 1.4169 | 0.2832 | 1.4169 | 1.1903 |
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- | No log | 9.2258 | 286 | 1.4248 | 0.2437 | 1.4248 | 1.1937 |
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- | No log | 9.2903 | 288 | 1.3343 | 0.3511 | 1.3343 | 1.1551 |
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- | No log | 9.3548 | 290 | 1.1567 | 0.2640 | 1.1567 | 1.0755 |
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- | No log | 9.4194 | 292 | 1.0810 | 0.2564 | 1.0810 | 1.0397 |
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- | No log | 9.4839 | 294 | 1.1364 | 0.3018 | 1.1364 | 1.0660 |
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- | No log | 9.5484 | 296 | 1.3064 | 0.3511 | 1.3064 | 1.1430 |
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- | No log | 9.6129 | 298 | 1.4457 | 0.2437 | 1.4457 | 1.2024 |
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- | No log | 9.6774 | 300 | 1.4136 | 0.2832 | 1.4136 | 1.1889 |
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- | No log | 9.7419 | 302 | 1.2680 | 0.3336 | 1.2680 | 1.1260 |
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- | No log | 9.8065 | 304 | 1.1904 | 0.2885 | 1.1904 | 1.0911 |
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- | No log | 9.8710 | 306 | 1.1547 | 0.1886 | 1.1547 | 1.0746 |
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- | No log | 9.9355 | 308 | 1.1007 | 0.0888 | 1.1007 | 1.0491 |
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- | No log | 10.0 | 310 | 1.1109 | 0.0888 | 1.1109 | 1.0540 |
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- | No log | 10.0645 | 312 | 1.1249 | 0.0445 | 1.1249 | 1.0606 |
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- | No log | 10.1290 | 314 | 1.1375 | 0.0445 | 1.1375 | 1.0665 |
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- | No log | 10.1935 | 316 | 1.1410 | 0.0888 | 1.1410 | 1.0682 |
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- | No log | 10.2581 | 318 | 1.1961 | 0.2284 | 1.1961 | 1.0937 |
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- | No log | 10.3226 | 320 | 1.1800 | 0.2592 | 1.1800 | 1.0863 |
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- | No log | 10.3871 | 322 | 1.1810 | 0.2592 | 1.1810 | 1.0867 |
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- | No log | 10.4516 | 324 | 1.2721 | 0.3107 | 1.2721 | 1.1279 |
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- | No log | 10.5161 | 326 | 1.2755 | 0.3107 | 1.2755 | 1.1294 |
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- | No log | 10.5806 | 328 | 1.1716 | 0.3460 | 1.1716 | 1.0824 |
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- | No log | 10.6452 | 330 | 0.9602 | 0.2704 | 0.9602 | 0.9799 |
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- | No log | 10.7097 | 332 | 0.9086 | 0.2773 | 0.9086 | 0.9532 |
218
- | No log | 10.7742 | 334 | 1.0074 | 0.2528 | 1.0074 | 1.0037 |
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- | No log | 10.8387 | 336 | 1.1184 | 0.3199 | 1.1184 | 1.0576 |
220
- | No log | 10.9032 | 338 | 1.1520 | 0.3199 | 1.1520 | 1.0733 |
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- | No log | 10.9677 | 340 | 1.1501 | 0.2686 | 1.1501 | 1.0724 |
222
- | No log | 11.0323 | 342 | 1.2270 | 0.3261 | 1.2270 | 1.1077 |
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- | No log | 11.0968 | 344 | 1.3458 | 0.2391 | 1.3458 | 1.1601 |
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- | No log | 11.1613 | 346 | 1.4840 | 0.2525 | 1.4840 | 1.2182 |
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- | No log | 11.2258 | 348 | 1.4942 | 0.2566 | 1.4942 | 1.2224 |
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- | No log | 11.2903 | 350 | 1.4192 | 0.2482 | 1.4192 | 1.1913 |
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- | No log | 11.3548 | 352 | 1.2833 | 0.1562 | 1.2833 | 1.1328 |
228
- | No log | 11.4194 | 354 | 1.2275 | 0.1228 | 1.2275 | 1.1079 |
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- | No log | 11.4839 | 356 | 1.2505 | 0.1562 | 1.2505 | 1.1183 |
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- | No log | 11.5484 | 358 | 1.3291 | 0.2126 | 1.3291 | 1.1529 |
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- | No log | 11.6129 | 360 | 1.3798 | 0.2126 | 1.3798 | 1.1747 |
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- | No log | 11.6774 | 362 | 1.4305 | 0.2292 | 1.4305 | 1.1960 |
233
- | No log | 11.7419 | 364 | 1.3608 | 0.2239 | 1.3608 | 1.1665 |
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- | No log | 11.8065 | 366 | 1.2712 | 0.1562 | 1.2712 | 1.1275 |
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- | No log | 11.8710 | 368 | 1.2402 | 0.1562 | 1.2402 | 1.1136 |
236
- | No log | 11.9355 | 370 | 1.2902 | 0.1562 | 1.2902 | 1.1359 |
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- | No log | 12.0 | 372 | 1.2758 | 0.1562 | 1.2758 | 1.1295 |
238
- | No log | 12.0645 | 374 | 1.2258 | 0.1228 | 1.2258 | 1.1071 |
239
- | No log | 12.1290 | 376 | 1.2053 | 0.1228 | 1.2053 | 1.0979 |
240
- | No log | 12.1935 | 378 | 1.2069 | 0.1228 | 1.2069 | 1.0986 |
241
- | No log | 12.2581 | 380 | 1.2051 | 0.1952 | 1.2051 | 1.0978 |
242
- | No log | 12.3226 | 382 | 1.1949 | 0.2260 | 1.1949 | 1.0931 |
243
- | No log | 12.3871 | 384 | 1.2250 | 0.2260 | 1.2250 | 1.1068 |
244
- | No log | 12.4516 | 386 | 1.3114 | 0.2709 | 1.3114 | 1.1452 |
245
- | No log | 12.5161 | 388 | 1.3262 | 0.2709 | 1.3262 | 1.1516 |
246
- | No log | 12.5806 | 390 | 1.3562 | 0.2568 | 1.3562 | 1.1646 |
247
- | No log | 12.6452 | 392 | 1.3528 | 0.2915 | 1.3528 | 1.1631 |
248
- | No log | 12.7097 | 394 | 1.3198 | 0.2417 | 1.3198 | 1.1488 |
249
- | No log | 12.7742 | 396 | 1.3089 | 0.2417 | 1.3089 | 1.1441 |
250
- | No log | 12.8387 | 398 | 1.2894 | 0.2417 | 1.2894 | 1.1355 |
251
- | No log | 12.9032 | 400 | 1.3647 | 0.2417 | 1.3647 | 1.1682 |
252
- | No log | 12.9677 | 402 | 1.3511 | 0.2417 | 1.3511 | 1.1624 |
253
- | No log | 13.0323 | 404 | 1.2692 | 0.1697 | 1.2692 | 1.1266 |
254
- | No log | 13.0968 | 406 | 1.2890 | 0.1697 | 1.2890 | 1.1353 |
255
- | No log | 13.1613 | 408 | 1.3509 | 0.1697 | 1.3509 | 1.1623 |
256
- | No log | 13.2258 | 410 | 1.3893 | 0.2015 | 1.3893 | 1.1787 |
257
- | No log | 13.2903 | 412 | 1.4791 | 0.3107 | 1.4791 | 1.2162 |
258
- | No log | 13.3548 | 414 | 1.4969 | 0.3172 | 1.4969 | 1.2235 |
259
- | No log | 13.4194 | 416 | 1.5211 | 0.2653 | 1.5211 | 1.2333 |
260
- | No log | 13.4839 | 418 | 1.4734 | 0.2832 | 1.4734 | 1.2138 |
261
- | No log | 13.5484 | 420 | 1.3751 | 0.2506 | 1.3751 | 1.1727 |
262
- | No log | 13.6129 | 422 | 1.3218 | 0.1952 | 1.3218 | 1.1497 |
263
- | No log | 13.6774 | 424 | 1.3000 | 0.2341 | 1.3000 | 1.1402 |
264
- | No log | 13.7419 | 426 | 1.3751 | 0.3072 | 1.3751 | 1.1727 |
265
- | No log | 13.8065 | 428 | 1.4295 | 0.3365 | 1.4295 | 1.1956 |
266
- | No log | 13.8710 | 430 | 1.4128 | 0.3072 | 1.4128 | 1.1886 |
267
- | No log | 13.9355 | 432 | 1.3620 | 0.2506 | 1.3620 | 1.1670 |
268
- | No log | 14.0 | 434 | 1.3206 | 0.2455 | 1.3206 | 1.1492 |
269
- | No log | 14.0645 | 436 | 1.3474 | 0.1886 | 1.3474 | 1.1608 |
270
- | No log | 14.1290 | 438 | 1.3547 | 0.1952 | 1.3547 | 1.1639 |
271
- | No log | 14.1935 | 440 | 1.3621 | 0.2506 | 1.3621 | 1.1671 |
272
- | No log | 14.2581 | 442 | 1.4025 | 0.2126 | 1.4025 | 1.1843 |
273
- | No log | 14.3226 | 444 | 1.3900 | 0.2424 | 1.3900 | 1.1790 |
274
- | No log | 14.3871 | 446 | 1.3266 | 0.3433 | 1.3266 | 1.1518 |
275
- | No log | 14.4516 | 448 | 1.3628 | 0.3690 | 1.3628 | 1.1674 |
276
- | No log | 14.5161 | 450 | 1.3928 | 0.3511 | 1.3928 | 1.1802 |
277
- | No log | 14.5806 | 452 | 1.4217 | 0.2832 | 1.4217 | 1.1923 |
278
- | No log | 14.6452 | 454 | 1.3510 | 0.1880 | 1.3510 | 1.1623 |
279
- | No log | 14.7097 | 456 | 1.3557 | 0.1562 | 1.3557 | 1.1643 |
280
- | No log | 14.7742 | 458 | 1.4289 | 0.2568 | 1.4289 | 1.1954 |
281
- | No log | 14.8387 | 460 | 1.4198 | 0.1769 | 1.4198 | 1.1916 |
282
- | No log | 14.9032 | 462 | 1.3325 | 0.2315 | 1.3325 | 1.1543 |
283
- | No log | 14.9677 | 464 | 1.2347 | 0.2283 | 1.2347 | 1.1112 |
284
- | No log | 15.0323 | 466 | 1.2265 | 0.2283 | 1.2265 | 1.1075 |
285
- | No log | 15.0968 | 468 | 1.3193 | 0.3037 | 1.3193 | 1.1486 |
286
- | No log | 15.1613 | 470 | 1.3910 | 0.3020 | 1.3910 | 1.1794 |
287
- | No log | 15.2258 | 472 | 1.3402 | 0.3001 | 1.3402 | 1.1577 |
288
- | No log | 15.2903 | 474 | 1.2389 | 0.2089 | 1.2389 | 1.1131 |
289
- | No log | 15.3548 | 476 | 1.2158 | 0.1697 | 1.2158 | 1.1026 |
290
- | No log | 15.4194 | 478 | 1.1797 | 0.1351 | 1.1797 | 1.0861 |
291
- | No log | 15.4839 | 480 | 1.1024 | 0.1500 | 1.1024 | 1.0499 |
292
- | No log | 15.5484 | 482 | 1.1131 | 0.1500 | 1.1131 | 1.0550 |
293
- | No log | 15.6129 | 484 | 1.1696 | 0.2089 | 1.1696 | 1.0815 |
294
- | No log | 15.6774 | 486 | 1.1801 | 0.2089 | 1.1801 | 1.0863 |
295
- | No log | 15.7419 | 488 | 1.2288 | 0.2926 | 1.2288 | 1.1085 |
296
- | No log | 15.8065 | 490 | 1.3359 | 0.2511 | 1.3359 | 1.1558 |
297
- | No log | 15.8710 | 492 | 1.4023 | 0.2880 | 1.4023 | 1.1842 |
298
- | No log | 15.9355 | 494 | 1.5047 | 0.2566 | 1.5047 | 1.2267 |
299
- | No log | 16.0 | 496 | 1.4906 | 0.2437 | 1.4906 | 1.2209 |
300
- | No log | 16.0645 | 498 | 1.4170 | 0.1228 | 1.4170 | 1.1904 |
301
- | 0.2838 | 16.1290 | 500 | 1.3157 | 0.1228 | 1.3157 | 1.1470 |
302
- | 0.2838 | 16.1935 | 502 | 1.2356 | 0.0510 | 1.2356 | 1.1116 |
303
- | 0.2838 | 16.2581 | 504 | 1.1829 | 0.1351 | 1.1829 | 1.0876 |
304
- | 0.2838 | 16.3226 | 506 | 1.2378 | 0.1288 | 1.2378 | 1.1126 |
305
- | 0.2838 | 16.3871 | 508 | 1.3776 | 0.2424 | 1.3776 | 1.1737 |
306
- | 0.2838 | 16.4516 | 510 | 1.5068 | 0.3052 | 1.5068 | 1.2275 |
307
- | 0.2838 | 16.5161 | 512 | 1.5549 | 0.3117 | 1.5549 | 1.2470 |
308
- | 0.2838 | 16.5806 | 514 | 1.5386 | 0.3148 | 1.5386 | 1.2404 |
309
- | 0.2838 | 16.6452 | 516 | 1.5399 | 0.3148 | 1.5399 | 1.2409 |
310
- | 0.2838 | 16.7097 | 518 | 1.5440 | 0.3148 | 1.5440 | 1.2426 |
311
- | 0.2838 | 16.7742 | 520 | 1.4644 | 0.2522 | 1.4644 | 1.2101 |
312
- | 0.2838 | 16.8387 | 522 | 1.3351 | 0.2239 | 1.3351 | 1.1555 |
313
- | 0.2838 | 16.9032 | 524 | 1.2128 | 0.2027 | 1.2128 | 1.1013 |
314
- | 0.2838 | 16.9677 | 526 | 1.1675 | 0.1351 | 1.1675 | 1.0805 |
315
- | 0.2838 | 17.0323 | 528 | 1.1933 | 0.2027 | 1.1933 | 1.0924 |
316
- | 0.2838 | 17.0968 | 530 | 1.2808 | 0.2341 | 1.2808 | 1.1317 |
317
- | 0.2838 | 17.1613 | 532 | 1.3243 | 0.2446 | 1.3243 | 1.1508 |
318
- | 0.2838 | 17.2258 | 534 | 1.2733 | 0.2341 | 1.2733 | 1.1284 |
319
- | 0.2838 | 17.2903 | 536 | 1.2375 | 0.2341 | 1.2375 | 1.1124 |
320
- | 0.2838 | 17.3548 | 538 | 1.2205 | 0.2341 | 1.2205 | 1.1048 |
321
- | 0.2838 | 17.4194 | 540 | 1.2977 | 0.2640 | 1.2977 | 1.1392 |
322
- | 0.2838 | 17.4839 | 542 | 1.4048 | 0.2795 | 1.4048 | 1.1852 |
323
- | 0.2838 | 17.5484 | 544 | 1.4137 | 0.2424 | 1.4137 | 1.1890 |
324
- | 0.2838 | 17.6129 | 546 | 1.3588 | 0.0878 | 1.3588 | 1.1657 |
325
- | 0.2838 | 17.6774 | 548 | 1.2801 | 0.1288 | 1.2801 | 1.1314 |
326
- | 0.2838 | 17.7419 | 550 | 1.2317 | 0.1697 | 1.2317 | 1.1098 |
327
- | 0.2838 | 17.8065 | 552 | 1.2800 | 0.1697 | 1.2800 | 1.1314 |
328
- | 0.2838 | 17.8710 | 554 | 1.3796 | 0.2126 | 1.3796 | 1.1746 |
329
- | 0.2838 | 17.9355 | 556 | 1.4217 | 0.2239 | 1.4217 | 1.1923 |
330
- | 0.2838 | 18.0 | 558 | 1.4175 | 0.2239 | 1.4175 | 1.1906 |
331
- | 0.2838 | 18.0645 | 560 | 1.3599 | 0.2424 | 1.3599 | 1.1661 |
332
- | 0.2838 | 18.1290 | 562 | 1.3474 | 0.2424 | 1.3474 | 1.1608 |
333
- | 0.2838 | 18.1935 | 564 | 1.3143 | 0.2126 | 1.3143 | 1.1464 |
334
- | 0.2838 | 18.2581 | 566 | 1.2618 | 0.1628 | 1.2618 | 1.1233 |
335
- | 0.2838 | 18.3226 | 568 | 1.2327 | 0.1628 | 1.2327 | 1.1103 |
336
- | 0.2838 | 18.3871 | 570 | 1.2241 | 0.2885 | 1.2241 | 1.1064 |
337
- | 0.2838 | 18.4516 | 572 | 1.2382 | 0.3165 | 1.2382 | 1.1127 |
338
- | 0.2838 | 18.5161 | 574 | 1.3137 | 0.3365 | 1.3137 | 1.1461 |
339
- | 0.2838 | 18.5806 | 576 | 1.3927 | 0.2832 | 1.3927 | 1.1801 |
340
- | 0.2838 | 18.6452 | 578 | 1.5176 | 0.2159 | 1.5176 | 1.2319 |
341
- | 0.2838 | 18.7097 | 580 | 1.5352 | 0.2159 | 1.5352 | 1.2390 |
342
- | 0.2838 | 18.7742 | 582 | 1.4647 | 0.2653 | 1.4647 | 1.2103 |
343
- | 0.2838 | 18.8387 | 584 | 1.2968 | 0.3460 | 1.2968 | 1.1388 |
344
- | 0.2838 | 18.9032 | 586 | 1.1265 | 0.2027 | 1.1265 | 1.0614 |
345
- | 0.2838 | 18.9677 | 588 | 1.0691 | 0.2027 | 1.0691 | 1.0340 |
346
- | 0.2838 | 19.0323 | 590 | 1.0904 | 0.1622 | 1.0904 | 1.0442 |
347
- | 0.2838 | 19.0968 | 592 | 1.1594 | 0.1961 | 1.1594 | 1.0768 |
348
- | 0.2838 | 19.1613 | 594 | 1.2782 | 0.1228 | 1.2782 | 1.1306 |
349
- | 0.2838 | 19.2258 | 596 | 1.3938 | 0.2126 | 1.3938 | 1.1806 |
350
- | 0.2838 | 19.2903 | 598 | 1.4334 | 0.2184 | 1.4334 | 1.1973 |
351
- | 0.2838 | 19.3548 | 600 | 1.4037 | 0.2184 | 1.4037 | 1.1848 |
352
- | 0.2838 | 19.4194 | 602 | 1.2968 | 0.2926 | 1.2968 | 1.1388 |
353
- | 0.2838 | 19.4839 | 604 | 1.2230 | 0.2926 | 1.2230 | 1.1059 |
354
- | 0.2838 | 19.5484 | 606 | 1.2121 | 0.2926 | 1.2121 | 1.1009 |
355
- | 0.2838 | 19.6129 | 608 | 1.2719 | 0.2926 | 1.2719 | 1.1278 |
356
- | 0.2838 | 19.6774 | 610 | 1.4114 | 0.2690 | 1.4114 | 1.1880 |
357
- | 0.2838 | 19.7419 | 612 | 1.4930 | 0.2342 | 1.4930 | 1.2219 |
358
- | 0.2838 | 19.8065 | 614 | 1.4679 | 0.3037 | 1.4679 | 1.2116 |
359
- | 0.2838 | 19.8710 | 616 | 1.2809 | 0.3460 | 1.2809 | 1.1317 |
360
- | 0.2838 | 19.9355 | 618 | 1.1442 | 0.2089 | 1.1442 | 1.0697 |
361
- | 0.2838 | 20.0 | 620 | 1.1572 | 0.2089 | 1.1572 | 1.0758 |
362
- | 0.2838 | 20.0645 | 622 | 1.2235 | 0.2926 | 1.2235 | 1.1061 |
363
- | 0.2838 | 20.1290 | 624 | 1.2863 | 0.2555 | 1.2863 | 1.1342 |
364
- | 0.2838 | 20.1935 | 626 | 1.3080 | 0.2555 | 1.3080 | 1.1437 |
365
- | 0.2838 | 20.2581 | 628 | 1.2620 | 0.2015 | 1.2620 | 1.1234 |
366
- | 0.2838 | 20.3226 | 630 | 1.2123 | 0.2027 | 1.2123 | 1.1010 |
367
- | 0.2838 | 20.3871 | 632 | 1.2262 | 0.2027 | 1.2262 | 1.1073 |
368
- | 0.2838 | 20.4516 | 634 | 1.3194 | 0.1952 | 1.3194 | 1.1487 |
369
- | 0.2838 | 20.5161 | 636 | 1.3467 | 0.1562 | 1.3467 | 1.1605 |
370
- | 0.2838 | 20.5806 | 638 | 1.3305 | 0.0878 | 1.3305 | 1.1535 |
371
- | 0.2838 | 20.6452 | 640 | 1.2649 | 0.1265 | 1.2649 | 1.1247 |
372
- | 0.2838 | 20.7097 | 642 | 1.2638 | 0.1265 | 1.2638 | 1.1242 |
373
- | 0.2838 | 20.7742 | 644 | 1.3451 | 0.1562 | 1.3451 | 1.1598 |
374
- | 0.2838 | 20.8387 | 646 | 1.4463 | 0.2126 | 1.4463 | 1.2026 |
375
- | 0.2838 | 20.9032 | 648 | 1.4722 | 0.2004 | 1.4722 | 1.2133 |
376
- | 0.2838 | 20.9677 | 650 | 1.5099 | 0.2342 | 1.5099 | 1.2288 |
377
- | 0.2838 | 21.0323 | 652 | 1.5258 | 0.2342 | 1.5258 | 1.2352 |
378
- | 0.2838 | 21.0968 | 654 | 1.4946 | 0.2417 | 1.4946 | 1.2225 |
379
- | 0.2838 | 21.1613 | 656 | 1.4855 | 0.1703 | 1.4855 | 1.2188 |
380
- | 0.2838 | 21.2258 | 658 | 1.5405 | 0.1703 | 1.5405 | 1.2412 |
381
- | 0.2838 | 21.2903 | 660 | 1.5680 | 0.1533 | 1.5680 | 1.2522 |
382
- | 0.2838 | 21.3548 | 662 | 1.5639 | 0.1943 | 1.5639 | 1.2506 |
383
- | 0.2838 | 21.4194 | 664 | 1.4802 | 0.0510 | 1.4802 | 1.2166 |
384
- | 0.2838 | 21.4839 | 666 | 1.4124 | 0.0401 | 1.4124 | 1.1884 |
385
- | 0.2838 | 21.5484 | 668 | 1.3152 | 0.0401 | 1.3152 | 1.1468 |
386
- | 0.2838 | 21.6129 | 670 | 1.2061 | 0.0445 | 1.2061 | 1.0982 |
387
- | 0.2838 | 21.6774 | 672 | 1.1233 | 0.0888 | 1.1233 | 1.0599 |
388
 
389
 
390
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k14_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k14_task5_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.4750
19
+ - Qwk: 0.0401
20
+ - Mse: 1.4750
21
+ - Rmse: 1.2145
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0588 | 2 | 4.0543 | -0.0061 | 4.0543 | 2.0135 |
53
+ | No log | 0.1176 | 4 | 2.2749 | -0.0297 | 2.2749 | 1.5083 |
54
+ | No log | 0.1765 | 6 | 1.5352 | 0.0661 | 1.5352 | 1.2391 |
55
+ | No log | 0.2353 | 8 | 1.1820 | 0.0548 | 1.1820 | 1.0872 |
56
+ | No log | 0.2941 | 10 | 1.1297 | 0.0111 | 1.1297 | 1.0629 |
57
+ | No log | 0.3529 | 12 | 1.1783 | 0.1864 | 1.1783 | 1.0855 |
58
+ | No log | 0.4118 | 14 | 1.3797 | 0.0256 | 1.3797 | 1.1746 |
59
+ | No log | 0.4706 | 16 | 1.3319 | 0.0287 | 1.3319 | 1.1541 |
60
+ | No log | 0.5294 | 18 | 1.1133 | 0.3082 | 1.1133 | 1.0551 |
61
+ | No log | 0.5882 | 20 | 1.0402 | 0.2008 | 1.0402 | 1.0199 |
62
+ | No log | 0.6471 | 22 | 1.1360 | 0.0919 | 1.1360 | 1.0658 |
63
+ | No log | 0.7059 | 24 | 1.1420 | 0.0919 | 1.1420 | 1.0687 |
64
+ | No log | 0.7647 | 26 | 1.0498 | 0.1755 | 1.0498 | 1.0246 |
65
+ | No log | 0.8235 | 28 | 1.0322 | 0.3435 | 1.0322 | 1.0160 |
66
+ | No log | 0.8824 | 30 | 1.0245 | 0.2888 | 1.0245 | 1.0122 |
67
+ | No log | 0.9412 | 32 | 1.0587 | 0.1864 | 1.0587 | 1.0289 |
68
+ | No log | 1.0 | 34 | 1.1484 | 0.1292 | 1.1484 | 1.0716 |
69
+ | No log | 1.0588 | 36 | 1.2671 | -0.0535 | 1.2671 | 1.1256 |
70
+ | No log | 1.1176 | 38 | 1.4140 | -0.0375 | 1.4140 | 1.1891 |
71
+ | No log | 1.1765 | 40 | 1.8065 | -0.2120 | 1.8065 | 1.3441 |
72
+ | No log | 1.2353 | 42 | 1.7639 | -0.1010 | 1.7639 | 1.3281 |
73
+ | No log | 1.2941 | 44 | 1.5552 | 0.0859 | 1.5552 | 1.2471 |
74
+ | No log | 1.3529 | 46 | 1.6445 | 0.0016 | 1.6445 | 1.2824 |
75
+ | No log | 1.4118 | 48 | 1.9913 | -0.2027 | 1.9913 | 1.4111 |
76
+ | No log | 1.4706 | 50 | 1.9013 | 0.0296 | 1.9013 | 1.3789 |
77
+ | No log | 1.5294 | 52 | 2.2267 | -0.0325 | 2.2267 | 1.4922 |
78
+ | No log | 1.5882 | 54 | 2.2303 | 0.0404 | 2.2303 | 1.4934 |
79
+ | No log | 1.6471 | 56 | 1.4969 | 0.1970 | 1.4969 | 1.2235 |
80
+ | No log | 1.7059 | 58 | 1.2520 | 0.3352 | 1.2520 | 1.1189 |
81
+ | No log | 1.7647 | 60 | 1.4475 | 0.2043 | 1.4475 | 1.2031 |
82
+ | No log | 1.8235 | 62 | 2.1397 | 0.1173 | 2.1397 | 1.4628 |
83
+ | No log | 1.8824 | 64 | 2.0834 | 0.1395 | 2.0834 | 1.4434 |
84
+ | No log | 1.9412 | 66 | 1.5740 | 0.1789 | 1.5740 | 1.2546 |
85
+ | No log | 2.0 | 68 | 1.2892 | 0.1905 | 1.2892 | 1.1354 |
86
+ | No log | 2.0588 | 70 | 1.5195 | 0.1561 | 1.5195 | 1.2327 |
87
+ | No log | 2.1176 | 72 | 1.8769 | 0.1197 | 1.8769 | 1.3700 |
88
+ | No log | 2.1765 | 74 | 1.8536 | 0.0636 | 1.8536 | 1.3615 |
89
+ | No log | 2.2353 | 76 | 1.8352 | 0.0636 | 1.8352 | 1.3547 |
90
+ | No log | 2.2941 | 78 | 1.7494 | 0.1207 | 1.7494 | 1.3226 |
91
+ | No log | 2.3529 | 80 | 1.7745 | 0.1071 | 1.7745 | 1.3321 |
92
+ | No log | 2.4118 | 82 | 1.7460 | 0.1000 | 1.7460 | 1.3214 |
93
+ | No log | 2.4706 | 84 | 1.7241 | 0.0864 | 1.7241 | 1.3130 |
94
+ | No log | 2.5294 | 86 | 1.7115 | 0.0864 | 1.7115 | 1.3083 |
95
+ | No log | 2.5882 | 88 | 1.7140 | 0.1344 | 1.7140 | 1.3092 |
96
+ | No log | 2.6471 | 90 | 1.5943 | 0.1509 | 1.5943 | 1.2627 |
97
+ | No log | 2.7059 | 92 | 1.2631 | 0.2368 | 1.2631 | 1.1239 |
98
+ | No log | 2.7647 | 94 | 1.0850 | 0.1996 | 1.0850 | 1.0416 |
99
+ | No log | 2.8235 | 96 | 1.1400 | 0.1775 | 1.1400 | 1.0677 |
100
+ | No log | 2.8824 | 98 | 1.4771 | 0.2313 | 1.4771 | 1.2153 |
101
+ | No log | 2.9412 | 100 | 1.7432 | 0.1635 | 1.7432 | 1.3203 |
102
+ | No log | 3.0 | 102 | 1.8320 | 0.1752 | 1.8320 | 1.3535 |
103
+ | No log | 3.0588 | 104 | 1.7162 | 0.1694 | 1.7162 | 1.3100 |
104
+ | No log | 3.1176 | 106 | 1.3183 | 0.2555 | 1.3183 | 1.1482 |
105
+ | No log | 3.1765 | 108 | 0.9930 | 0.1944 | 0.9930 | 0.9965 |
106
+ | No log | 3.2353 | 110 | 0.9808 | 0.1979 | 0.9808 | 0.9904 |
107
+ | No log | 3.2941 | 112 | 1.0538 | 0.1407 | 1.0538 | 1.0265 |
108
+ | No log | 3.3529 | 114 | 1.2991 | 0.1407 | 1.2991 | 1.1398 |
109
+ | No log | 3.4118 | 116 | 1.4510 | 0.1814 | 1.4510 | 1.2046 |
110
+ | No log | 3.4706 | 118 | 1.5012 | 0.1814 | 1.5012 | 1.2252 |
111
+ | No log | 3.5294 | 120 | 1.4269 | 0.2004 | 1.4269 | 1.1945 |
112
+ | No log | 3.5882 | 122 | 1.2752 | 0.2417 | 1.2752 | 1.1292 |
113
+ | No log | 3.6471 | 124 | 1.2860 | 0.2851 | 1.2860 | 1.1340 |
114
+ | No log | 3.7059 | 126 | 1.5074 | 0.1955 | 1.5074 | 1.2278 |
115
+ | No log | 3.7647 | 128 | 1.7440 | 0.1902 | 1.7440 | 1.3206 |
116
+ | No log | 3.8235 | 130 | 1.8667 | 0.0879 | 1.8667 | 1.3663 |
117
+ | No log | 3.8824 | 132 | 1.8047 | 0.0626 | 1.8047 | 1.3434 |
118
+ | No log | 3.9412 | 134 | 1.6730 | 0.1357 | 1.6730 | 1.2934 |
119
+ | No log | 4.0 | 136 | 1.6356 | 0.1142 | 1.6356 | 1.2789 |
120
+ | No log | 4.0588 | 138 | 1.4464 | 0.1473 | 1.4464 | 1.2027 |
121
+ | No log | 4.1176 | 140 | 1.2477 | 0.1816 | 1.2477 | 1.1170 |
122
+ | No log | 4.1765 | 142 | 1.1781 | 0.2843 | 1.1781 | 1.0854 |
123
+ | No log | 4.2353 | 144 | 1.1943 | 0.2455 | 1.1943 | 1.0928 |
124
+ | No log | 4.2941 | 146 | 1.1759 | 0.2143 | 1.1759 | 1.0844 |
125
+ | No log | 4.3529 | 148 | 1.2040 | 0.1816 | 1.2040 | 1.0973 |
126
+ | No log | 4.4118 | 150 | 1.2129 | 0.1816 | 1.2129 | 1.1013 |
127
+ | No log | 4.4706 | 152 | 1.3009 | 0.2143 | 1.3009 | 1.1406 |
128
+ | No log | 4.5294 | 154 | 1.4071 | 0.1943 | 1.4071 | 1.1862 |
129
+ | No log | 4.5882 | 156 | 1.4860 | 0.1744 | 1.4860 | 1.2190 |
130
+ | No log | 4.6471 | 158 | 1.5527 | 0.0896 | 1.5527 | 1.2461 |
131
+ | No log | 4.7059 | 160 | 1.4678 | 0.1486 | 1.4678 | 1.2115 |
132
+ | No log | 4.7647 | 162 | 1.2537 | 0.1744 | 1.2537 | 1.1197 |
133
+ | No log | 4.8235 | 164 | 1.0901 | 0.1744 | 1.0901 | 1.0441 |
134
+ | No log | 4.8824 | 166 | 1.0714 | 0.2065 | 1.0714 | 1.0351 |
135
+ | No log | 4.9412 | 168 | 1.2527 | 0.2239 | 1.2527 | 1.1193 |
136
+ | No log | 5.0 | 170 | 1.5638 | 0.2448 | 1.5638 | 1.2505 |
137
+ | No log | 5.0588 | 172 | 1.6965 | 0.2565 | 1.6965 | 1.3025 |
138
+ | No log | 5.1176 | 174 | 1.5331 | 0.2606 | 1.5331 | 1.2382 |
139
+ | No log | 5.1765 | 176 | 1.2898 | 0.2342 | 1.2898 | 1.1357 |
140
+ | No log | 5.2353 | 178 | 1.2257 | 0.2065 | 1.2257 | 1.1071 |
141
+ | No log | 5.2941 | 180 | 1.3285 | 0.2065 | 1.3285 | 1.1526 |
142
+ | No log | 5.3529 | 182 | 1.5800 | 0.2342 | 1.5800 | 1.2570 |
143
+ | No log | 5.4118 | 184 | 1.6856 | 0.1789 | 1.6856 | 1.2983 |
144
+ | No log | 5.4706 | 186 | 1.6367 | 0.2170 | 1.6367 | 1.2793 |
145
+ | No log | 5.5294 | 188 | 1.6610 | 0.2170 | 1.6610 | 1.2888 |
146
+ | No log | 5.5882 | 190 | 1.6137 | 0.2170 | 1.6137 | 1.2703 |
147
+ | No log | 5.6471 | 192 | 1.5301 | 0.2292 | 1.5301 | 1.2370 |
148
+ | No log | 5.7059 | 194 | 1.4517 | 0.1562 | 1.4517 | 1.2049 |
149
+ | No log | 5.7647 | 196 | 1.4568 | 0.1562 | 1.4568 | 1.2070 |
150
+ | No log | 5.8235 | 198 | 1.3885 | 0.1142 | 1.3885 | 1.1784 |
151
+ | No log | 5.8824 | 200 | 1.3688 | 0.1142 | 1.3688 | 1.1700 |
152
+ | No log | 5.9412 | 202 | 1.4409 | 0.1142 | 1.4409 | 1.2004 |
153
+ | No log | 6.0 | 204 | 1.4295 | 0.1407 | 1.4295 | 1.1956 |
154
+ | No log | 6.0588 | 206 | 1.4705 | 0.1407 | 1.4705 | 1.2127 |
155
+ | No log | 6.1176 | 208 | 1.5080 | 0.1407 | 1.5080 | 1.2280 |
156
+ | No log | 6.1765 | 210 | 1.4504 | 0.1407 | 1.4504 | 1.2043 |
157
+ | No log | 6.2353 | 212 | 1.4852 | 0.1744 | 1.4852 | 1.2187 |
158
+ | No log | 6.2941 | 214 | 1.4342 | 0.2065 | 1.4342 | 1.1976 |
159
+ | No log | 6.3529 | 216 | 1.3509 | 0.2015 | 1.3509 | 1.1623 |
160
+ | No log | 6.4118 | 218 | 1.2386 | 0.1026 | 1.2386 | 1.1129 |
161
+ | No log | 6.4706 | 220 | 1.2122 | 0.1397 | 1.2122 | 1.1010 |
162
+ | No log | 6.5294 | 222 | 1.2684 | 0.2065 | 1.2684 | 1.1262 |
163
+ | No log | 6.5882 | 224 | 1.2990 | 0.2372 | 1.2990 | 1.1397 |
164
+ | No log | 6.6471 | 226 | 1.3871 | 0.2184 | 1.3871 | 1.1778 |
165
+ | No log | 6.7059 | 228 | 1.3707 | 0.2065 | 1.3707 | 1.1708 |
166
+ | No log | 6.7647 | 230 | 1.3203 | 0.1052 | 1.3203 | 1.1491 |
167
+ | No log | 6.8235 | 232 | 1.3162 | 0.1744 | 1.3162 | 1.1473 |
168
+ | No log | 6.8824 | 234 | 1.2744 | 0.2065 | 1.2744 | 1.1289 |
169
+ | No log | 6.9412 | 236 | 1.3383 | 0.2239 | 1.3383 | 1.1568 |
170
+ | No log | 7.0 | 238 | 1.4467 | 0.2568 | 1.4467 | 1.2028 |
171
+ | No log | 7.0588 | 240 | 1.6362 | 0.2653 | 1.6362 | 1.2791 |
172
+ | No log | 7.1176 | 242 | 1.6238 | 0.2611 | 1.6238 | 1.2743 |
173
+ | No log | 7.1765 | 244 | 1.5360 | 0.2568 | 1.5360 | 1.2393 |
174
+ | No log | 7.2353 | 246 | 1.3401 | 0.2709 | 1.3401 | 1.1576 |
175
+ | No log | 7.2941 | 248 | 1.2695 | 0.2555 | 1.2695 | 1.1267 |
176
+ | No log | 7.3529 | 250 | 1.3387 | 0.2424 | 1.3387 | 1.1570 |
177
+ | No log | 7.4118 | 252 | 1.3934 | 0.2424 | 1.3934 | 1.1804 |
178
+ | No log | 7.4706 | 254 | 1.3286 | 0.2065 | 1.3286 | 1.1527 |
179
+ | No log | 7.5294 | 256 | 1.3019 | 0.1052 | 1.3019 | 1.1410 |
180
+ | No log | 7.5882 | 258 | 1.2516 | 0.1052 | 1.2516 | 1.1187 |
181
+ | No log | 7.6471 | 260 | 1.2470 | 0.1886 | 1.2470 | 1.1167 |
182
+ | No log | 7.7059 | 262 | 1.3334 | 0.2065 | 1.3334 | 1.1547 |
183
+ | No log | 7.7647 | 264 | 1.4691 | 0.2065 | 1.4691 | 1.2121 |
184
+ | No log | 7.8235 | 266 | 1.4328 | 0.2065 | 1.4328 | 1.1970 |
185
+ | No log | 7.8824 | 268 | 1.3721 | 0.2709 | 1.3721 | 1.1714 |
186
+ | No log | 7.9412 | 270 | 1.3637 | 0.2611 | 1.3637 | 1.1678 |
187
+ | No log | 8.0 | 272 | 1.3267 | 0.2653 | 1.3267 | 1.1518 |
188
+ | No log | 8.0588 | 274 | 1.2367 | 0.2555 | 1.2367 | 1.1121 |
189
+ | No log | 8.1176 | 276 | 1.2217 | 0.2555 | 1.2217 | 1.1053 |
190
+ | No log | 8.1765 | 278 | 1.2063 | 0.2126 | 1.2063 | 1.0983 |
191
+ | No log | 8.2353 | 280 | 1.4382 | 0.2525 | 1.4382 | 1.1993 |
192
+ | No log | 8.2941 | 282 | 1.6036 | 0.2406 | 1.6036 | 1.2663 |
193
+ | No log | 8.3529 | 284 | 1.7430 | 0.2530 | 1.7430 | 1.3202 |
194
+ | No log | 8.4118 | 286 | 1.6212 | 0.2457 | 1.6212 | 1.2733 |
195
+ | No log | 8.4706 | 288 | 1.3841 | 0.2806 | 1.3841 | 1.1765 |
196
+ | No log | 8.5294 | 290 | 1.3044 | 0.2806 | 1.3044 | 1.1421 |
197
+ | No log | 8.5882 | 292 | 1.2550 | 0.2653 | 1.2550 | 1.1203 |
198
+ | No log | 8.6471 | 294 | 1.3194 | 0.2065 | 1.3194 | 1.1486 |
199
+ | No log | 8.7059 | 296 | 1.4153 | 0.1407 | 1.4153 | 1.1897 |
200
+ | No log | 8.7647 | 298 | 1.4900 | 0.1142 | 1.4900 | 1.2207 |
201
+ | No log | 8.8235 | 300 | 1.4663 | 0.0510 | 1.4663 | 1.2109 |
202
+ | No log | 8.8824 | 302 | 1.3078 | 0.0401 | 1.3078 | 1.1436 |
203
+ | No log | 8.9412 | 304 | 1.1135 | 0.1052 | 1.1135 | 1.0552 |
204
+ | No log | 9.0 | 306 | 1.0450 | 0.1724 | 1.0450 | 1.0223 |
205
+ | No log | 9.0588 | 308 | 1.1494 | 0.2555 | 1.1494 | 1.0721 |
206
+ | No log | 9.1176 | 310 | 1.5047 | 0.3205 | 1.5047 | 1.2267 |
207
+ | No log | 9.1765 | 312 | 1.8028 | 0.2565 | 1.8028 | 1.3427 |
208
+ | No log | 9.2353 | 314 | 1.7807 | 0.2110 | 1.7807 | 1.3344 |
209
+ | No log | 9.2941 | 316 | 1.6128 | 0.1814 | 1.6128 | 1.2699 |
210
+ | No log | 9.3529 | 318 | 1.4257 | 0.1052 | 1.4257 | 1.1940 |
211
+ | No log | 9.4118 | 320 | 1.3214 | 0.1052 | 1.3214 | 1.1495 |
212
+ | No log | 9.4706 | 322 | 1.3025 | 0.1052 | 1.3025 | 1.1413 |
213
+ | No log | 9.5294 | 324 | 1.3777 | 0.1744 | 1.3777 | 1.1738 |
214
+ | No log | 9.5882 | 326 | 1.3434 | 0.1052 | 1.3434 | 1.1591 |
215
+ | No log | 9.6471 | 328 | 1.3097 | 0.1407 | 1.3097 | 1.1444 |
216
+ | No log | 9.7059 | 330 | 1.2054 | 0.1407 | 1.2054 | 1.0979 |
217
+ | No log | 9.7647 | 332 | 1.1765 | 0.1814 | 1.1765 | 1.0847 |
218
+ | No log | 9.8235 | 334 | 1.1464 | 0.2126 | 1.1464 | 1.0707 |
219
+ | No log | 9.8824 | 336 | 1.2999 | 0.2611 | 1.2999 | 1.1401 |
220
+ | No log | 9.9412 | 338 | 1.5938 | 0.2448 | 1.5938 | 1.2625 |
221
+ | No log | 10.0 | 340 | 1.8395 | 0.2429 | 1.8395 | 1.3563 |
222
+ | No log | 10.0588 | 342 | 1.7906 | 0.2379 | 1.7906 | 1.3381 |
223
+ | No log | 10.1176 | 344 | 1.5752 | 0.2342 | 1.5752 | 1.2551 |
224
+ | No log | 10.1765 | 346 | 1.3112 | 0.0401 | 1.3112 | 1.1451 |
225
+ | No log | 10.2353 | 348 | 1.1495 | 0.0556 | 1.1495 | 1.0721 |
226
+ | No log | 10.2941 | 350 | 1.1127 | 0.0310 | 1.1127 | 1.0548 |
227
+ | No log | 10.3529 | 352 | 1.1747 | 0.0556 | 1.1747 | 1.0838 |
228
+ | No log | 10.4118 | 354 | 1.3027 | 0.0401 | 1.3027 | 1.1414 |
229
+ | No log | 10.4706 | 356 | 1.4743 | 0.1052 | 1.4743 | 1.2142 |
230
+ | No log | 10.5294 | 358 | 1.5934 | 0.1744 | 1.5934 | 1.2623 |
231
+ | No log | 10.5882 | 360 | 1.5805 | 0.1744 | 1.5805 | 1.2572 |
232
+ | No log | 10.6471 | 362 | 1.5882 | 0.2665 | 1.5882 | 1.2602 |
233
+ | No log | 10.7059 | 364 | 1.4980 | 0.2709 | 1.4980 | 1.2239 |
234
+ | No log | 10.7647 | 366 | 1.3559 | 0.2155 | 1.3559 | 1.1644 |
235
+ | No log | 10.8235 | 368 | 1.3085 | 0.2229 | 1.3085 | 1.1439 |
236
+ | No log | 10.8824 | 370 | 1.3507 | 0.2647 | 1.3507 | 1.1622 |
237
+ | No log | 10.9412 | 372 | 1.4408 | 0.2611 | 1.4408 | 1.2004 |
238
+ | No log | 11.0 | 374 | 1.4324 | 0.2611 | 1.4324 | 1.1968 |
239
+ | No log | 11.0588 | 376 | 1.2899 | 0.2424 | 1.2899 | 1.1358 |
240
+ | No log | 11.1176 | 378 | 1.1484 | 0.0 | 1.1484 | 1.0717 |
241
+ | No log | 11.1765 | 380 | 1.0476 | 0.0771 | 1.0476 | 1.0235 |
242
+ | No log | 11.2353 | 382 | 1.0088 | 0.1830 | 1.0088 | 1.0044 |
243
+ | No log | 11.2941 | 384 | 1.0561 | 0.2790 | 1.0561 | 1.0277 |
244
+ | No log | 11.3529 | 386 | 1.1683 | 0.2516 | 1.1683 | 1.0809 |
245
+ | No log | 11.4118 | 388 | 1.3164 | 0.2809 | 1.3164 | 1.1474 |
246
+ | No log | 11.4706 | 390 | 1.3414 | 0.2771 | 1.3414 | 1.1582 |
247
+ | No log | 11.5294 | 392 | 1.2276 | 0.2555 | 1.2276 | 1.1080 |
248
+ | No log | 11.5882 | 394 | 1.0895 | 0.2027 | 1.0895 | 1.0438 |
249
+ | No log | 11.6471 | 396 | 1.0308 | 0.2335 | 1.0308 | 1.0153 |
250
+ | No log | 11.7059 | 398 | 1.0330 | 0.1918 | 1.0330 | 1.0164 |
251
+ | No log | 11.7647 | 400 | 1.1078 | 0.2728 | 1.1078 | 1.0525 |
252
+ | No log | 11.8235 | 402 | 1.2325 | 0.2260 | 1.2325 | 1.1102 |
253
+ | No log | 11.8824 | 404 | 1.2781 | 0.2132 | 1.2781 | 1.1305 |
254
+ | No log | 11.9412 | 406 | 1.2093 | 0.2896 | 1.2093 | 1.0997 |
255
+ | No log | 12.0 | 408 | 1.1173 | 0.3115 | 1.1173 | 1.0570 |
256
+ | No log | 12.0588 | 410 | 1.0540 | 0.2149 | 1.0540 | 1.0267 |
257
+ | No log | 12.1176 | 412 | 1.1248 | 0.2188 | 1.1248 | 1.0606 |
258
+ | No log | 12.1765 | 414 | 1.2801 | 0.1552 | 1.2801 | 1.1314 |
259
+ | No log | 12.2353 | 416 | 1.3522 | 0.1407 | 1.3522 | 1.1628 |
260
+ | No log | 12.2941 | 418 | 1.3758 | 0.1552 | 1.3758 | 1.1730 |
261
+ | No log | 12.3529 | 420 | 1.3318 | 0.2506 | 1.3318 | 1.1540 |
262
+ | No log | 12.4118 | 422 | 1.3332 | 0.2555 | 1.3332 | 1.1546 |
263
+ | No log | 12.4706 | 424 | 1.3859 | 0.2915 | 1.3859 | 1.1773 |
264
+ | No log | 12.5294 | 426 | 1.3478 | 0.2915 | 1.3478 | 1.1609 |
265
+ | No log | 12.5882 | 428 | 1.3243 | 0.2731 | 1.3243 | 1.1508 |
266
+ | No log | 12.6471 | 430 | 1.3022 | 0.2690 | 1.3022 | 1.1411 |
267
+ | No log | 12.7059 | 432 | 1.2654 | 0.2260 | 1.2654 | 1.1249 |
268
+ | No log | 12.7647 | 434 | 1.2757 | 0.1814 | 1.2757 | 1.1295 |
269
+ | No log | 12.8235 | 436 | 1.1988 | 0.0401 | 1.1988 | 1.0949 |
270
+ | No log | 12.8824 | 438 | 1.1931 | 0.0401 | 1.1931 | 1.0923 |
271
+ | No log | 12.9412 | 440 | 1.1671 | 0.0401 | 1.1671 | 1.0803 |
272
+ | No log | 13.0 | 442 | 1.2044 | 0.0401 | 1.2044 | 1.0974 |
273
+ | No log | 13.0588 | 444 | 1.1932 | 0.0401 | 1.1932 | 1.0923 |
274
+ | No log | 13.1176 | 446 | 1.1913 | 0.0401 | 1.1913 | 1.0915 |
275
+ | No log | 13.1765 | 448 | 1.3185 | 0.1744 | 1.3185 | 1.1483 |
276
+ | No log | 13.2353 | 450 | 1.4035 | 0.2126 | 1.4035 | 1.1847 |
277
+ | No log | 13.2941 | 452 | 1.4790 | 0.1744 | 1.4790 | 1.2161 |
278
+ | No log | 13.3529 | 454 | 1.4905 | 0.0401 | 1.4905 | 1.2209 |
279
+ | No log | 13.4118 | 456 | 1.4355 | 0.0401 | 1.4355 | 1.1981 |
280
+ | No log | 13.4706 | 458 | 1.3871 | 0.0401 | 1.3871 | 1.1777 |
281
+ | No log | 13.5294 | 460 | 1.3533 | 0.0401 | 1.3533 | 1.1633 |
282
+ | No log | 13.5882 | 462 | 1.3174 | 0.0155 | 1.3174 | 1.1478 |
283
+ | No log | 13.6471 | 464 | 1.2964 | 0.0587 | 1.2964 | 1.1386 |
284
+ | No log | 13.7059 | 466 | 1.3353 | 0.2857 | 1.3353 | 1.1555 |
285
+ | No log | 13.7647 | 468 | 1.5640 | 0.2770 | 1.5640 | 1.2506 |
286
+ | No log | 13.8235 | 470 | 1.7663 | 0.1787 | 1.7663 | 1.3290 |
287
+ | No log | 13.8824 | 472 | 1.7474 | 0.2007 | 1.7474 | 1.3219 |
288
+ | No log | 13.9412 | 474 | 1.5408 | 0.2525 | 1.5408 | 1.2413 |
289
+ | No log | 14.0 | 476 | 1.3372 | 0.0541 | 1.3372 | 1.1564 |
290
+ | No log | 14.0588 | 478 | 1.2425 | 0.0464 | 1.2425 | 1.1147 |
291
+ | No log | 14.1176 | 480 | 1.2107 | 0.0510 | 1.2107 | 1.1003 |
292
+ | No log | 14.1765 | 482 | 1.2227 | 0.0510 | 1.2227 | 1.1057 |
293
+ | No log | 14.2353 | 484 | 1.2992 | 0.0068 | 1.2992 | 1.1398 |
294
+ | No log | 14.2941 | 486 | 1.4435 | 0.0401 | 1.4435 | 1.2015 |
295
+ | No log | 14.3529 | 488 | 1.5917 | 0.0401 | 1.5917 | 1.2616 |
296
+ | No log | 14.4118 | 490 | 1.6956 | 0.1943 | 1.6956 | 1.3022 |
297
+ | No log | 14.4706 | 492 | 1.7167 | 0.1943 | 1.7167 | 1.3102 |
298
+ | No log | 14.5294 | 494 | 1.6273 | 0.1943 | 1.6273 | 1.2757 |
299
+ | No log | 14.5882 | 496 | 1.5135 | 0.1512 | 1.5135 | 1.2303 |
300
+ | No log | 14.6471 | 498 | 1.4619 | 0.0401 | 1.4619 | 1.2091 |
301
+ | 0.2386 | 14.7059 | 500 | 1.3820 | 0.0401 | 1.3820 | 1.1756 |
302
+ | 0.2386 | 14.7647 | 502 | 1.3366 | 0.0401 | 1.3366 | 1.1561 |
303
+ | 0.2386 | 14.8235 | 504 | 1.3006 | 0.0401 | 1.3006 | 1.1404 |
304
+ | 0.2386 | 14.8824 | 506 | 1.2837 | 0.1142 | 1.2837 | 1.1330 |
305
+ | 0.2386 | 14.9412 | 508 | 1.2800 | 0.1228 | 1.2800 | 1.1314 |
306
+ | 0.2386 | 15.0 | 510 | 1.2567 | 0.0526 | 1.2567 | 1.1210 |
307
+ | 0.2386 | 15.0588 | 512 | 1.2879 | 0.0935 | 1.2879 | 1.1349 |
308
+ | 0.2386 | 15.1176 | 514 | 1.3776 | 0.1980 | 1.3776 | 1.1737 |
309
+ | 0.2386 | 15.1765 | 516 | 1.4304 | 0.1980 | 1.4304 | 1.1960 |
310
+ | 0.2386 | 15.2353 | 518 | 1.4802 | 0.1980 | 1.4802 | 1.2166 |
311
+ | 0.2386 | 15.2941 | 520 | 1.5087 | 0.2522 | 1.5087 | 1.2283 |
312
+ | 0.2386 | 15.3529 | 522 | 1.5029 | 0.2372 | 1.5029 | 1.2259 |
313
+ | 0.2386 | 15.4118 | 524 | 1.4449 | 0.1407 | 1.4449 | 1.2020 |
314
+ | 0.2386 | 15.4706 | 526 | 1.4342 | 0.0401 | 1.4342 | 1.1976 |
315
+ | 0.2386 | 15.5294 | 528 | 1.4317 | 0.0401 | 1.4317 | 1.1965 |
316
+ | 0.2386 | 15.5882 | 530 | 1.4174 | 0.0401 | 1.4174 | 1.1906 |
317
+ | 0.2386 | 15.6471 | 532 | 1.3925 | 0.0556 | 1.3925 | 1.1800 |
318
+ | 0.2386 | 15.7059 | 534 | 1.3638 | 0.0155 | 1.3638 | 1.1678 |
319
+ | 0.2386 | 15.7647 | 536 | 1.4050 | 0.0155 | 1.4050 | 1.1853 |
320
+ | 0.2386 | 15.8235 | 538 | 1.4966 | 0.0401 | 1.4966 | 1.2234 |
321
+ | 0.2386 | 15.8824 | 540 | 1.6048 | 0.2372 | 1.6048 | 1.2668 |
322
+ | 0.2386 | 15.9412 | 542 | 1.6635 | 0.2424 | 1.6635 | 1.2898 |
323
+ | 0.2386 | 16.0 | 544 | 1.6983 | 0.2474 | 1.6983 | 1.3032 |
324
+ | 0.2386 | 16.0588 | 546 | 1.6599 | 0.1744 | 1.6599 | 1.2884 |
325
+ | 0.2386 | 16.1176 | 548 | 1.5764 | 0.0401 | 1.5764 | 1.2556 |
326
+ | 0.2386 | 16.1765 | 550 | 1.4775 | 0.0 | 1.4775 | 1.2155 |
327
+ | 0.2386 | 16.2353 | 552 | 1.4917 | 0.0 | 1.4917 | 1.2214 |
328
+ | 0.2386 | 16.2941 | 554 | 1.5636 | 0.0401 | 1.5636 | 1.2505 |
329
+ | 0.2386 | 16.3529 | 556 | 1.4750 | 0.0401 | 1.4750 | 1.2145 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
330
 
331
 
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  ### Framework versions