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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k15_task7_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k14_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k14_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.2284
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- - Qwk: 0.1058
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- - Mse: 1.2284
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- - Rmse: 1.1083
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  ## Model description
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@@ -49,290 +49,298 @@ 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 | 0.0606 | 2 | 2.5916 | -0.0593 | 2.5916 | 1.6098 |
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- | No log | 0.1212 | 4 | 1.2543 | 0.1549 | 1.2543 | 1.1200 |
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- | No log | 0.1818 | 6 | 1.0858 | -0.0927 | 1.0858 | 1.0420 |
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- | No log | 0.2424 | 8 | 1.1551 | -0.1802 | 1.1551 | 1.0747 |
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- | No log | 0.3030 | 10 | 1.0165 | -0.0426 | 1.0165 | 1.0082 |
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- | No log | 0.3636 | 12 | 0.9504 | -0.0831 | 0.9504 | 0.9749 |
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- | No log | 0.4242 | 14 | 0.8909 | -0.0831 | 0.8909 | 0.9439 |
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- | No log | 0.4848 | 16 | 0.9632 | -0.0408 | 0.9632 | 0.9814 |
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- | No log | 0.5455 | 18 | 0.9490 | -0.0831 | 0.9490 | 0.9742 |
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- | No log | 0.6061 | 20 | 0.9569 | -0.0741 | 0.9569 | 0.9782 |
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- | No log | 0.6667 | 22 | 1.0463 | -0.0123 | 1.0463 | 1.0229 |
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- | No log | 0.7273 | 24 | 0.9977 | -0.0148 | 0.9977 | 0.9989 |
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- | No log | 0.7879 | 26 | 0.9332 | 0.0145 | 0.9332 | 0.9660 |
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- | No log | 0.8485 | 28 | 0.8392 | 0.0481 | 0.8392 | 0.9161 |
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- | No log | 0.9091 | 30 | 0.7767 | 0.0 | 0.7767 | 0.8813 |
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- | No log | 0.9697 | 32 | 0.7942 | 0.0393 | 0.7942 | 0.8912 |
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- | No log | 1.0303 | 34 | 0.8226 | 0.2145 | 0.8226 | 0.9070 |
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- | No log | 1.0909 | 36 | 0.9090 | 0.1648 | 0.9090 | 0.9534 |
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- | No log | 1.1515 | 38 | 0.9409 | 0.1550 | 0.9409 | 0.9700 |
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- | No log | 1.2121 | 40 | 0.9168 | 0.1699 | 0.9168 | 0.9575 |
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- | No log | 1.2727 | 42 | 0.9318 | -0.0444 | 0.9318 | 0.9653 |
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- | No log | 1.3333 | 44 | 0.9485 | -0.1217 | 0.9485 | 0.9739 |
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- | No log | 1.3939 | 46 | 0.8567 | -0.0426 | 0.8567 | 0.9256 |
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- | No log | 1.4545 | 48 | 0.7844 | 0.0295 | 0.7844 | 0.8857 |
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- | No log | 1.5152 | 50 | 0.8504 | 0.1504 | 0.8504 | 0.9222 |
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- | No log | 1.5758 | 52 | 0.9694 | 0.1584 | 0.9694 | 0.9846 |
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- | No log | 1.6364 | 54 | 0.9914 | 0.1550 | 0.9914 | 0.9957 |
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- | No log | 1.6970 | 56 | 0.9951 | 0.1407 | 0.9951 | 0.9976 |
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- | No log | 1.7576 | 58 | 1.0108 | -0.0443 | 1.0108 | 1.0054 |
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- | No log | 1.8182 | 60 | 1.0398 | -0.1111 | 1.0398 | 1.0197 |
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- | No log | 1.8788 | 62 | 0.9755 | -0.0831 | 0.9755 | 0.9877 |
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- | No log | 1.9394 | 64 | 0.8940 | 0.0 | 0.8940 | 0.9455 |
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- | No log | 2.0 | 66 | 0.8463 | -0.0051 | 0.8463 | 0.9199 |
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- | No log | 2.0606 | 68 | 0.8512 | -0.0462 | 0.8512 | 0.9226 |
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- | No log | 2.1212 | 70 | 0.8564 | -0.0511 | 0.8564 | 0.9254 |
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- | No log | 2.1818 | 72 | 0.9124 | -0.0511 | 0.9124 | 0.9552 |
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- | No log | 2.2424 | 74 | 0.9526 | 0.0227 | 0.9526 | 0.9760 |
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- | No log | 2.3030 | 76 | 0.9920 | 0.0552 | 0.9920 | 0.9960 |
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- | No log | 2.3636 | 78 | 1.0502 | 0.1718 | 1.0502 | 1.0248 |
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- | No log | 2.4242 | 80 | 1.0816 | 0.0860 | 1.0816 | 1.0400 |
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- | No log | 2.4848 | 82 | 1.0426 | 0.1332 | 1.0426 | 1.0211 |
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- | No log | 2.5455 | 84 | 0.9872 | 0.1531 | 0.9872 | 0.9936 |
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- | No log | 2.6061 | 86 | 0.9879 | 0.0218 | 0.9879 | 0.9939 |
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- | No log | 2.6667 | 88 | 1.0197 | -0.0487 | 1.0197 | 1.0098 |
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- | No log | 2.7273 | 90 | 1.0376 | 0.0532 | 1.0376 | 1.0186 |
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- | No log | 2.7879 | 92 | 1.0827 | 0.1800 | 1.0827 | 1.0405 |
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- | No log | 2.8485 | 94 | 1.0960 | 0.1800 | 1.0960 | 1.0469 |
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- | No log | 2.9091 | 96 | 1.0936 | 0.1800 | 1.0936 | 1.0457 |
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- | No log | 2.9697 | 98 | 1.1919 | 0.1534 | 1.1919 | 1.0918 |
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- | No log | 3.0303 | 100 | 1.2244 | 0.1045 | 1.2244 | 1.1065 |
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- | No log | 3.0909 | 102 | 1.1959 | 0.0648 | 1.1959 | 1.0936 |
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- | No log | 3.1515 | 104 | 1.1014 | 0.1946 | 1.1014 | 1.0495 |
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- | No log | 3.2121 | 106 | 1.1053 | 0.0864 | 1.1053 | 1.0513 |
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- | No log | 3.2727 | 108 | 1.1143 | 0.0563 | 1.1143 | 1.0556 |
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- | No log | 3.3333 | 110 | 1.0804 | 0.1140 | 1.0804 | 1.0394 |
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- | No log | 3.3939 | 112 | 1.0838 | 0.1718 | 1.0838 | 1.0411 |
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- | No log | 3.4545 | 114 | 1.0758 | 0.1718 | 1.0758 | 1.0372 |
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- | No log | 3.5152 | 116 | 1.0383 | 0.1718 | 1.0383 | 1.0190 |
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- | No log | 3.5758 | 118 | 1.0115 | 0.0860 | 1.0115 | 1.0057 |
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- | No log | 3.6364 | 120 | 1.0121 | 0.0563 | 1.0121 | 1.0060 |
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- | No log | 3.6970 | 122 | 1.0248 | 0.0892 | 1.0248 | 1.0123 |
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- | No log | 3.7576 | 124 | 1.0564 | 0.1065 | 1.0564 | 1.0278 |
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- | No log | 3.8182 | 126 | 1.1420 | 0.0412 | 1.1420 | 1.0687 |
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- | No log | 3.8788 | 128 | 1.2580 | 0.0896 | 1.2580 | 1.1216 |
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- | No log | 3.9394 | 130 | 1.2970 | 0.0616 | 1.2970 | 1.1389 |
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- | No log | 4.0 | 132 | 1.3389 | 0.0765 | 1.3389 | 1.1571 |
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- | No log | 4.0606 | 134 | 1.4025 | 0.0459 | 1.4025 | 1.1843 |
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- | No log | 4.1212 | 136 | 1.3742 | 0.0820 | 1.3742 | 1.1723 |
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- | No log | 4.1818 | 138 | 1.2448 | 0.0898 | 1.2448 | 1.1157 |
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- | No log | 4.2424 | 140 | 1.1925 | 0.0365 | 1.1925 | 1.0920 |
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- | No log | 4.3030 | 142 | 1.1994 | 0.0316 | 1.1994 | 1.0952 |
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- | No log | 4.3636 | 144 | 1.3081 | 0.0613 | 1.3081 | 1.1437 |
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- | No log | 4.4242 | 146 | 1.3370 | 0.1226 | 1.3370 | 1.1563 |
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- | No log | 4.4848 | 148 | 1.2125 | 0.1014 | 1.2125 | 1.1011 |
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- | No log | 4.5455 | 150 | 1.0754 | 0.0962 | 1.0754 | 1.0370 |
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- | No log | 4.6061 | 152 | 1.0305 | 0.0056 | 1.0305 | 1.0152 |
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- | No log | 4.6667 | 154 | 1.0506 | 0.1289 | 1.0506 | 1.0250 |
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- | No log | 4.7273 | 156 | 1.1690 | 0.1274 | 1.1690 | 1.0812 |
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- | No log | 4.7879 | 158 | 1.2245 | 0.1175 | 1.2245 | 1.1066 |
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- | No log | 4.8485 | 160 | 1.1419 | 0.1110 | 1.1419 | 1.0686 |
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- | No log | 4.9091 | 162 | 1.0000 | 0.1142 | 1.0000 | 1.0000 |
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- | No log | 4.9697 | 164 | 0.9610 | 0.0604 | 0.9610 | 0.9803 |
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- | No log | 5.0303 | 166 | 0.9364 | 0.0930 | 0.9364 | 0.9677 |
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- | No log | 5.0909 | 168 | 0.9610 | 0.1459 | 0.9610 | 0.9803 |
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- | No log | 5.1515 | 170 | 1.0298 | 0.1373 | 1.0298 | 1.0148 |
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- | No log | 5.2121 | 172 | 1.0616 | 0.1650 | 1.0616 | 1.0303 |
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- | No log | 5.2727 | 174 | 1.1007 | 0.0728 | 1.1007 | 1.0492 |
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- | No log | 5.3333 | 176 | 1.1627 | 0.0094 | 1.1627 | 1.0783 |
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- | No log | 5.3939 | 178 | 1.2250 | 0.0248 | 1.2250 | 1.1068 |
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- | No log | 5.4545 | 180 | 1.4066 | 0.0927 | 1.4066 | 1.1860 |
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- | No log | 5.5152 | 182 | 1.5296 | 0.0753 | 1.5296 | 1.2368 |
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- | No log | 5.5758 | 184 | 1.4551 | 0.1067 | 1.4551 | 1.2063 |
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- | No log | 5.6364 | 186 | 1.2602 | 0.1077 | 1.2602 | 1.1226 |
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- | No log | 5.6970 | 188 | 1.0894 | 0.0430 | 1.0894 | 1.0437 |
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- | No log | 5.7576 | 190 | 1.0341 | -0.0124 | 1.0341 | 1.0169 |
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- | No log | 5.8182 | 192 | 1.0129 | 0.1437 | 1.0129 | 1.0064 |
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- | No log | 5.8788 | 194 | 1.0654 | 0.1328 | 1.0654 | 1.0322 |
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- | No log | 5.9394 | 196 | 1.1497 | 0.1271 | 1.1497 | 1.0722 |
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- | No log | 6.0 | 198 | 1.1238 | 0.1045 | 1.1238 | 1.0601 |
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- | No log | 6.0606 | 200 | 1.0955 | 0.1416 | 1.0955 | 1.0467 |
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- | No log | 6.1212 | 202 | 0.9964 | 0.1416 | 0.9964 | 0.9982 |
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- | No log | 6.1818 | 204 | 0.9558 | 0.1222 | 0.9558 | 0.9776 |
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- | No log | 6.2424 | 206 | 0.9830 | 0.1298 | 0.9830 | 0.9914 |
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- | No log | 6.3030 | 208 | 0.9932 | 0.1140 | 0.9932 | 0.9966 |
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- | No log | 6.3636 | 210 | 1.0732 | 0.1899 | 1.0732 | 1.0359 |
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- | No log | 6.4242 | 212 | 1.1708 | 0.0925 | 1.1708 | 1.0820 |
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- | No log | 6.4848 | 214 | 1.1702 | 0.0953 | 1.1702 | 1.0818 |
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- | No log | 6.5455 | 216 | 1.2641 | 0.0794 | 1.2641 | 1.1243 |
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- | No log | 6.6061 | 218 | 1.2800 | 0.0820 | 1.2800 | 1.1314 |
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- | No log | 6.6667 | 220 | 1.2632 | 0.0607 | 1.2632 | 1.1239 |
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- | No log | 6.7273 | 222 | 1.2265 | 0.0630 | 1.2265 | 1.1075 |
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- | No log | 6.7879 | 224 | 1.2302 | 0.0630 | 1.2302 | 1.1092 |
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- | No log | 6.8485 | 226 | 1.2556 | 0.0591 | 1.2556 | 1.1205 |
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- | No log | 6.9091 | 228 | 1.2346 | 0.0959 | 1.2346 | 1.1111 |
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- | No log | 6.9697 | 230 | 1.1767 | 0.0816 | 1.1767 | 1.0847 |
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- | No log | 7.0303 | 232 | 1.0753 | 0.1285 | 1.0753 | 1.0369 |
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- | No log | 7.0909 | 234 | 1.0580 | 0.1650 | 1.0580 | 1.0286 |
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- | No log | 7.1515 | 236 | 1.1066 | 0.1248 | 1.1066 | 1.0520 |
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- | No log | 7.2121 | 238 | 1.1936 | 0.0710 | 1.1936 | 1.0925 |
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- | No log | 7.2727 | 240 | 1.2502 | 0.1031 | 1.2502 | 1.1181 |
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- | No log | 7.3333 | 242 | 1.1666 | 0.1492 | 1.1666 | 1.0801 |
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- | No log | 7.3939 | 244 | 1.0777 | 0.1984 | 1.0777 | 1.0381 |
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- | No log | 7.4545 | 246 | 1.0327 | 0.2096 | 1.0327 | 1.0162 |
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- | No log | 7.5152 | 248 | 1.0358 | 0.1694 | 1.0358 | 1.0178 |
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- | No log | 7.5758 | 250 | 1.0864 | 0.0898 | 1.0864 | 1.0423 |
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- | No log | 7.6364 | 252 | 1.1697 | 0.0591 | 1.1697 | 1.0815 |
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- | No log | 7.6970 | 254 | 1.1933 | 0.1085 | 1.1933 | 1.0924 |
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- | No log | 7.7576 | 256 | 1.2008 | 0.1384 | 1.2008 | 1.0958 |
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- | No log | 7.8182 | 258 | 1.1892 | 0.1583 | 1.1892 | 1.0905 |
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- | No log | 7.8788 | 260 | 1.1148 | 0.1815 | 1.1148 | 1.0558 |
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- | No log | 7.9394 | 262 | 1.0800 | 0.2147 | 1.0800 | 1.0392 |
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- | No log | 8.0 | 264 | 1.1161 | 0.1626 | 1.1161 | 1.0565 |
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- | No log | 8.0606 | 266 | 1.0725 | 0.1775 | 1.0725 | 1.0356 |
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- | No log | 8.1212 | 268 | 0.9941 | 0.2697 | 0.9941 | 0.9970 |
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- | No log | 8.1818 | 270 | 1.0060 | 0.2697 | 1.0060 | 1.0030 |
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- | No log | 8.2424 | 272 | 1.1841 | 0.1448 | 1.1841 | 1.0882 |
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- | No log | 8.3030 | 274 | 1.3787 | 0.1571 | 1.3787 | 1.1742 |
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- | No log | 8.3636 | 276 | 1.3754 | 0.1517 | 1.3754 | 1.1728 |
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- | No log | 8.4242 | 278 | 1.3301 | 0.1441 | 1.3301 | 1.1533 |
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- | No log | 8.4848 | 280 | 1.1442 | 0.2354 | 1.1442 | 1.0697 |
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- | No log | 8.5455 | 282 | 0.9919 | 0.1839 | 0.9919 | 0.9960 |
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- | No log | 8.6061 | 284 | 0.9628 | 0.2202 | 0.9628 | 0.9812 |
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- | No log | 8.6667 | 286 | 1.0069 | 0.2439 | 1.0069 | 1.0035 |
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- | No log | 8.7273 | 288 | 1.0483 | 0.1912 | 1.0483 | 1.0239 |
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- | No log | 8.7879 | 290 | 1.1146 | 0.2578 | 1.1146 | 1.0557 |
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- | No log | 8.8485 | 292 | 1.2042 | 0.2094 | 1.2042 | 1.0974 |
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- | No log | 8.9091 | 294 | 1.1852 | 0.1910 | 1.1852 | 1.0886 |
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- | No log | 8.9697 | 296 | 1.1933 | 0.1576 | 1.1933 | 1.0924 |
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- | No log | 9.0303 | 298 | 1.1755 | 0.1445 | 1.1755 | 1.0842 |
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- | No log | 9.0909 | 300 | 1.2163 | 0.1283 | 1.2163 | 1.1028 |
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- | No log | 9.1515 | 302 | 1.3555 | 0.1217 | 1.3555 | 1.1643 |
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- | No log | 9.2121 | 304 | 1.4383 | 0.1329 | 1.4383 | 1.1993 |
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- | No log | 9.2727 | 306 | 1.4441 | 0.1168 | 1.4441 | 1.2017 |
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- | No log | 9.3333 | 308 | 1.4135 | 0.0996 | 1.4135 | 1.1889 |
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- | No log | 9.3939 | 310 | 1.2265 | 0.1031 | 1.2265 | 1.1075 |
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- | No log | 9.4545 | 312 | 1.1569 | 0.0904 | 1.1569 | 1.0756 |
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- | No log | 9.5152 | 314 | 1.1405 | 0.1085 | 1.1405 | 1.0679 |
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- | No log | 9.5758 | 316 | 1.1823 | 0.1283 | 1.1823 | 1.0873 |
210
- | No log | 9.6364 | 318 | 1.2511 | 0.1479 | 1.2511 | 1.1185 |
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- | No log | 9.6970 | 320 | 1.2998 | 0.1145 | 1.2998 | 1.1401 |
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- | No log | 9.7576 | 322 | 1.3358 | 0.1067 | 1.3358 | 1.1558 |
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- | No log | 9.8182 | 324 | 1.3191 | 0.0886 | 1.3191 | 1.1485 |
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- | No log | 9.8788 | 326 | 1.2978 | 0.0933 | 1.2978 | 1.1392 |
215
- | No log | 9.9394 | 328 | 1.2139 | 0.1317 | 1.2139 | 1.1018 |
216
- | No log | 10.0 | 330 | 1.1930 | 0.1922 | 1.1930 | 1.0922 |
217
- | No log | 10.0606 | 332 | 1.0619 | 0.2336 | 1.0619 | 1.0305 |
218
- | No log | 10.1212 | 334 | 0.9508 | 0.1103 | 0.9508 | 0.9751 |
219
- | No log | 10.1818 | 336 | 0.9364 | 0.1103 | 0.9364 | 0.9677 |
220
- | No log | 10.2424 | 338 | 0.9884 | 0.1373 | 0.9884 | 0.9942 |
221
- | No log | 10.3030 | 340 | 1.0885 | 0.2589 | 1.0885 | 1.0433 |
222
- | No log | 10.3636 | 342 | 1.2368 | 0.1653 | 1.2368 | 1.1121 |
223
- | No log | 10.4242 | 344 | 1.2476 | 0.1257 | 1.2476 | 1.1170 |
224
- | No log | 10.4848 | 346 | 1.1459 | 0.2070 | 1.1459 | 1.0705 |
225
- | No log | 10.5455 | 348 | 1.1528 | 0.2329 | 1.1528 | 1.0737 |
226
- | No log | 10.6061 | 350 | 1.2574 | 0.0687 | 1.2574 | 1.1213 |
227
- | No log | 10.6667 | 352 | 1.4250 | 0.0788 | 1.4250 | 1.1937 |
228
- | No log | 10.7273 | 354 | 1.5021 | 0.0689 | 1.5021 | 1.2256 |
229
- | No log | 10.7879 | 356 | 1.4193 | 0.0993 | 1.4193 | 1.1913 |
230
- | No log | 10.8485 | 358 | 1.3423 | 0.1278 | 1.3423 | 1.1586 |
231
- | No log | 10.9091 | 360 | 1.2530 | 0.1029 | 1.2530 | 1.1194 |
232
- | No log | 10.9697 | 362 | 1.2483 | 0.0770 | 1.2483 | 1.1173 |
233
- | No log | 11.0303 | 364 | 1.2705 | 0.0770 | 1.2705 | 1.1272 |
234
- | No log | 11.0909 | 366 | 1.2519 | 0.1260 | 1.2519 | 1.1189 |
235
- | No log | 11.1515 | 368 | 1.1965 | 0.1057 | 1.1965 | 1.0938 |
236
- | No log | 11.2121 | 370 | 1.1118 | 0.1926 | 1.1118 | 1.0544 |
237
- | No log | 11.2727 | 372 | 1.1099 | 0.1926 | 1.1099 | 1.0535 |
238
- | No log | 11.3333 | 374 | 1.1250 | 0.1268 | 1.1250 | 1.0607 |
239
- | No log | 11.3939 | 376 | 1.2808 | 0.1479 | 1.2808 | 1.1317 |
240
- | No log | 11.4545 | 378 | 1.4041 | 0.1463 | 1.4041 | 1.1850 |
241
- | No log | 11.5152 | 380 | 1.3501 | 0.1491 | 1.3501 | 1.1620 |
242
- | No log | 11.5758 | 382 | 1.1892 | 0.0904 | 1.1892 | 1.0905 |
243
- | No log | 11.6364 | 384 | 1.0307 | 0.2071 | 1.0307 | 1.0152 |
244
- | No log | 11.6970 | 386 | 0.9840 | 0.2551 | 0.9840 | 0.9920 |
245
- | No log | 11.7576 | 388 | 0.9895 | 0.2495 | 0.9895 | 0.9947 |
246
- | No log | 11.8182 | 390 | 1.0620 | 0.1369 | 1.0620 | 1.0305 |
247
- | No log | 11.8788 | 392 | 1.2494 | 0.1058 | 1.2494 | 1.1178 |
248
- | No log | 11.9394 | 394 | 1.4011 | 0.0997 | 1.4011 | 1.1837 |
249
- | No log | 12.0 | 396 | 1.3775 | 0.1270 | 1.3775 | 1.1737 |
250
- | No log | 12.0606 | 398 | 1.2645 | 0.1004 | 1.2645 | 1.1245 |
251
- | No log | 12.1212 | 400 | 1.1683 | 0.1058 | 1.1683 | 1.0809 |
252
- | No log | 12.1818 | 402 | 1.1423 | 0.1716 | 1.1423 | 1.0688 |
253
- | No log | 12.2424 | 404 | 1.1875 | 0.1645 | 1.1875 | 1.0897 |
254
- | No log | 12.3030 | 406 | 1.2367 | 0.1536 | 1.2367 | 1.1121 |
255
- | No log | 12.3636 | 408 | 1.2519 | 0.1720 | 1.2519 | 1.1189 |
256
- | No log | 12.4242 | 410 | 1.1710 | 0.2134 | 1.1710 | 1.0821 |
257
- | No log | 12.4848 | 412 | 1.0315 | 0.3194 | 1.0315 | 1.0156 |
258
- | No log | 12.5455 | 414 | 0.9775 | 0.3131 | 0.9775 | 0.9887 |
259
- | No log | 12.6061 | 416 | 0.9686 | 0.3131 | 0.9686 | 0.9842 |
260
- | No log | 12.6667 | 418 | 1.0523 | 0.2416 | 1.0523 | 1.0258 |
261
- | No log | 12.7273 | 420 | 1.0720 | 0.1988 | 1.0720 | 1.0354 |
262
- | No log | 12.7879 | 422 | 1.0006 | 0.3562 | 1.0006 | 1.0003 |
263
- | No log | 12.8485 | 424 | 0.9813 | 0.3131 | 0.9813 | 0.9906 |
264
- | No log | 12.9091 | 426 | 1.0690 | 0.2651 | 1.0690 | 1.0339 |
265
- | No log | 12.9697 | 428 | 1.1304 | 0.2485 | 1.1304 | 1.0632 |
266
- | No log | 13.0303 | 430 | 1.2717 | 0.1379 | 1.2717 | 1.1277 |
267
- | No log | 13.0909 | 432 | 1.4073 | 0.1097 | 1.4073 | 1.1863 |
268
- | No log | 13.1515 | 434 | 1.3435 | 0.0753 | 1.3435 | 1.1591 |
269
- | No log | 13.2121 | 436 | 1.1792 | 0.1962 | 1.1792 | 1.0859 |
270
- | No log | 13.2727 | 438 | 1.0798 | 0.2192 | 1.0798 | 1.0392 |
271
- | No log | 13.3333 | 440 | 1.0086 | 0.1822 | 1.0086 | 1.0043 |
272
- | No log | 13.3939 | 442 | 1.0126 | 0.1542 | 1.0126 | 1.0063 |
273
- | No log | 13.4545 | 444 | 1.0697 | 0.2287 | 1.0697 | 1.0342 |
274
- | No log | 13.5152 | 446 | 1.1255 | 0.2086 | 1.1255 | 1.0609 |
275
- | No log | 13.5758 | 448 | 1.1469 | 0.1860 | 1.1469 | 1.0709 |
276
- | No log | 13.6364 | 450 | 1.1076 | 0.2070 | 1.1076 | 1.0524 |
277
- | No log | 13.6970 | 452 | 1.0354 | 0.1486 | 1.0354 | 1.0176 |
278
- | No log | 13.7576 | 454 | 1.0031 | 0.1839 | 1.0031 | 1.0016 |
279
- | No log | 13.8182 | 456 | 1.0222 | 0.1486 | 1.0222 | 1.0111 |
280
- | No log | 13.8788 | 458 | 1.1265 | 0.2303 | 1.1265 | 1.0613 |
281
- | No log | 13.9394 | 460 | 1.3212 | 0.1620 | 1.3212 | 1.1494 |
282
- | No log | 14.0 | 462 | 1.3716 | 0.1511 | 1.3716 | 1.1711 |
283
- | No log | 14.0606 | 464 | 1.2375 | 0.1413 | 1.2375 | 1.1124 |
284
- | No log | 14.1212 | 466 | 1.0554 | 0.3256 | 1.0554 | 1.0273 |
285
- | No log | 14.1818 | 468 | 0.9686 | 0.2352 | 0.9686 | 0.9842 |
286
- | No log | 14.2424 | 470 | 0.9725 | 0.2547 | 0.9725 | 0.9862 |
287
- | No log | 14.3030 | 472 | 1.0123 | 0.2754 | 1.0123 | 1.0062 |
288
- | No log | 14.3636 | 474 | 1.0963 | 0.3076 | 1.0963 | 1.0471 |
289
- | No log | 14.4242 | 476 | 1.2401 | 0.1655 | 1.2401 | 1.1136 |
290
- | No log | 14.4848 | 478 | 1.3372 | 0.1875 | 1.3372 | 1.1564 |
291
- | No log | 14.5455 | 480 | 1.3079 | 0.2052 | 1.3079 | 1.1436 |
292
- | No log | 14.6061 | 482 | 1.2267 | 0.2335 | 1.2267 | 1.1076 |
293
- | No log | 14.6667 | 484 | 1.0749 | 0.1632 | 1.0749 | 1.0368 |
294
- | No log | 14.7273 | 486 | 1.0100 | 0.2029 | 1.0100 | 1.0050 |
295
- | No log | 14.7879 | 488 | 0.9831 | 0.2029 | 0.9831 | 0.9915 |
296
- | No log | 14.8485 | 490 | 0.9781 | 0.1808 | 0.9781 | 0.9890 |
297
- | No log | 14.9091 | 492 | 0.9772 | 0.1808 | 0.9772 | 0.9885 |
298
- | No log | 14.9697 | 494 | 0.9848 | 0.1808 | 0.9848 | 0.9924 |
299
- | No log | 15.0303 | 496 | 0.9656 | 0.2547 | 0.9656 | 0.9827 |
300
- | No log | 15.0909 | 498 | 0.9862 | 0.2173 | 0.9862 | 0.9931 |
301
- | 0.3426 | 15.1515 | 500 | 1.0266 | 0.1808 | 1.0266 | 1.0132 |
302
- | 0.3426 | 15.2121 | 502 | 1.0271 | 0.1808 | 1.0271 | 1.0134 |
303
- | 0.3426 | 15.2727 | 504 | 0.9934 | 0.2173 | 0.9934 | 0.9967 |
304
- | 0.3426 | 15.3333 | 506 | 1.0010 | 0.2173 | 1.0010 | 1.0005 |
305
- | 0.3426 | 15.3939 | 508 | 1.1023 | 0.2129 | 1.1023 | 1.0499 |
306
- | 0.3426 | 15.4545 | 510 | 1.2701 | 0.1754 | 1.2701 | 1.1270 |
307
- | 0.3426 | 15.5152 | 512 | 1.3384 | 0.1656 | 1.3384 | 1.1569 |
308
- | 0.3426 | 15.5758 | 514 | 1.2596 | 0.1872 | 1.2596 | 1.1223 |
309
- | 0.3426 | 15.6364 | 516 | 1.0862 | 0.3076 | 1.0862 | 1.0422 |
310
- | 0.3426 | 15.6970 | 518 | 0.9890 | 0.2358 | 0.9890 | 0.9945 |
311
- | 0.3426 | 15.7576 | 520 | 0.9640 | 0.2094 | 0.9640 | 0.9818 |
312
- | 0.3426 | 15.8182 | 522 | 0.9654 | 0.2410 | 0.9654 | 0.9825 |
313
- | 0.3426 | 15.8788 | 524 | 1.0175 | 0.3076 | 1.0175 | 1.0087 |
314
- | 0.3426 | 15.9394 | 526 | 1.0396 | 0.3134 | 1.0396 | 1.0196 |
315
- | 0.3426 | 16.0 | 528 | 1.0508 | 0.3134 | 1.0508 | 1.0251 |
316
- | 0.3426 | 16.0606 | 530 | 1.0900 | 0.2677 | 1.0900 | 1.0440 |
317
- | 0.3426 | 16.1212 | 532 | 1.1336 | 0.2252 | 1.1336 | 1.0647 |
318
- | 0.3426 | 16.1818 | 534 | 1.1502 | 0.2209 | 1.1502 | 1.0725 |
319
- | 0.3426 | 16.2424 | 536 | 1.1823 | 0.1557 | 1.1823 | 1.0873 |
320
- | 0.3426 | 16.3030 | 538 | 1.1254 | 0.2252 | 1.1254 | 1.0609 |
321
- | 0.3426 | 16.3636 | 540 | 1.0349 | 0.3076 | 1.0349 | 1.0173 |
322
- | 0.3426 | 16.4242 | 542 | 0.9718 | 0.2843 | 0.9718 | 0.9858 |
323
- | 0.3426 | 16.4848 | 544 | 0.9302 | 0.2297 | 0.9302 | 0.9644 |
324
- | 0.3426 | 16.5455 | 546 | 0.9086 | 0.2883 | 0.9086 | 0.9532 |
325
- | 0.3426 | 16.6061 | 548 | 0.9442 | 0.3131 | 0.9442 | 0.9717 |
326
- | 0.3426 | 16.6667 | 550 | 1.0381 | 0.2892 | 1.0381 | 1.0189 |
327
- | 0.3426 | 16.7273 | 552 | 1.1059 | 0.2485 | 1.1059 | 1.0516 |
328
- | 0.3426 | 16.7879 | 554 | 1.0758 | 0.2651 | 1.0758 | 1.0372 |
329
- | 0.3426 | 16.8485 | 556 | 1.0268 | 0.3069 | 1.0268 | 1.0133 |
330
- | 0.3426 | 16.9091 | 558 | 1.0347 | 0.2754 | 1.0347 | 1.0172 |
331
- | 0.3426 | 16.9697 | 560 | 1.0826 | 0.1803 | 1.0826 | 1.0405 |
332
- | 0.3426 | 17.0303 | 562 | 1.1228 | 0.1764 | 1.1228 | 1.0596 |
333
- | 0.3426 | 17.0909 | 564 | 1.2319 | 0.1473 | 1.2319 | 1.1099 |
334
- | 0.3426 | 17.1515 | 566 | 1.2859 | 0.1443 | 1.2859 | 1.1340 |
335
- | 0.3426 | 17.2121 | 568 | 1.2284 | 0.1058 | 1.2284 | 1.1083 |
 
 
 
 
 
 
 
 
336
 
337
 
338
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k15_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k15_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.2621
19
+ - Qwk: 0.2059
20
+ - Mse: 1.2621
21
+ - Rmse: 1.1234
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0556 | 2 | 2.6546 | -0.0593 | 2.6546 | 1.6293 |
53
+ | No log | 0.1111 | 4 | 1.2753 | 0.0997 | 1.2753 | 1.1293 |
54
+ | No log | 0.1667 | 6 | 0.9133 | 0.0535 | 0.9133 | 0.9556 |
55
+ | No log | 0.2222 | 8 | 0.8322 | 0.0771 | 0.8322 | 0.9123 |
56
+ | No log | 0.2778 | 10 | 0.7834 | 0.0410 | 0.7834 | 0.8851 |
57
+ | No log | 0.3333 | 12 | 0.8037 | 0.1321 | 0.8037 | 0.8965 |
58
+ | No log | 0.3889 | 14 | 0.7549 | 0.1184 | 0.7549 | 0.8688 |
59
+ | No log | 0.4444 | 16 | 0.7330 | 0.1184 | 0.7330 | 0.8562 |
60
+ | No log | 0.5 | 18 | 0.7192 | 0.0804 | 0.7192 | 0.8480 |
61
+ | No log | 0.5556 | 20 | 0.7348 | 0.1786 | 0.7348 | 0.8572 |
62
+ | No log | 0.6111 | 22 | 0.7275 | 0.1786 | 0.7275 | 0.8529 |
63
+ | No log | 0.6667 | 24 | 0.7219 | 0.0937 | 0.7219 | 0.8497 |
64
+ | No log | 0.7222 | 26 | 0.7166 | 0.0428 | 0.7166 | 0.8465 |
65
+ | No log | 0.7778 | 28 | 0.7286 | 0.0295 | 0.7286 | 0.8536 |
66
+ | No log | 0.8333 | 30 | 0.7940 | 0.1142 | 0.7940 | 0.8911 |
67
+ | No log | 0.8889 | 32 | 0.8344 | -0.0269 | 0.8344 | 0.9135 |
68
+ | No log | 0.9444 | 34 | 0.8587 | -0.0269 | 0.8587 | 0.9266 |
69
+ | No log | 1.0 | 36 | 0.8241 | 0.0129 | 0.8241 | 0.9078 |
70
+ | No log | 1.0556 | 38 | 0.7394 | 0.0393 | 0.7394 | 0.8599 |
71
+ | No log | 1.1111 | 40 | 0.7009 | 0.1327 | 0.7009 | 0.8372 |
72
+ | No log | 1.1667 | 42 | 0.7203 | 0.0846 | 0.7203 | 0.8487 |
73
+ | No log | 1.2222 | 44 | 0.7328 | 0.0376 | 0.7328 | 0.8560 |
74
+ | No log | 1.2778 | 46 | 0.7769 | 0.1400 | 0.7769 | 0.8814 |
75
+ | No log | 1.3333 | 48 | 0.7690 | 0.1400 | 0.7690 | 0.8769 |
76
+ | No log | 1.3889 | 50 | 0.7785 | 0.2751 | 0.7785 | 0.8823 |
77
+ | No log | 1.4444 | 52 | 0.7155 | 0.2413 | 0.7155 | 0.8459 |
78
+ | No log | 1.5 | 54 | 0.9690 | 0.2643 | 0.9690 | 0.9844 |
79
+ | No log | 1.5556 | 56 | 0.9173 | 0.2697 | 0.9173 | 0.9577 |
80
+ | No log | 1.6111 | 58 | 0.6743 | 0.3408 | 0.6743 | 0.8212 |
81
+ | No log | 1.6667 | 60 | 0.7050 | 0.3665 | 0.7050 | 0.8396 |
82
+ | No log | 1.7222 | 62 | 0.8148 | 0.3305 | 0.8148 | 0.9027 |
83
+ | No log | 1.7778 | 64 | 1.0670 | 0.2999 | 1.0670 | 1.0330 |
84
+ | No log | 1.8333 | 66 | 1.1266 | 0.1935 | 1.1266 | 1.0614 |
85
+ | No log | 1.8889 | 68 | 1.2371 | 0.1002 | 1.2371 | 1.1123 |
86
+ | No log | 1.9444 | 70 | 1.4000 | 0.1401 | 1.4000 | 1.1832 |
87
+ | No log | 2.0 | 72 | 1.0699 | 0.2554 | 1.0699 | 1.0344 |
88
+ | No log | 2.0556 | 74 | 0.8151 | 0.2953 | 0.8151 | 0.9028 |
89
+ | No log | 2.1111 | 76 | 0.7686 | 0.3031 | 0.7686 | 0.8767 |
90
+ | No log | 2.1667 | 78 | 0.7795 | 0.3408 | 0.7795 | 0.8829 |
91
+ | No log | 2.2222 | 80 | 1.0362 | 0.2643 | 1.0362 | 1.0180 |
92
+ | No log | 2.2778 | 82 | 1.2021 | 0.1109 | 1.2021 | 1.0964 |
93
+ | No log | 2.3333 | 84 | 1.3732 | -0.0991 | 1.3732 | 1.1719 |
94
+ | No log | 2.3889 | 86 | 1.3007 | -0.0257 | 1.3007 | 1.1405 |
95
+ | No log | 2.4444 | 88 | 0.9696 | 0.1766 | 0.9696 | 0.9847 |
96
+ | No log | 2.5 | 90 | 0.7767 | 0.0930 | 0.7767 | 0.8813 |
97
+ | No log | 2.5556 | 92 | 0.7666 | 0.2116 | 0.7666 | 0.8755 |
98
+ | No log | 2.6111 | 94 | 0.6899 | 0.2327 | 0.6899 | 0.8306 |
99
+ | No log | 2.6667 | 96 | 0.7055 | 0.3155 | 0.7055 | 0.8400 |
100
+ | No log | 2.7222 | 98 | 0.8247 | 0.3371 | 0.8247 | 0.9082 |
101
+ | No log | 2.7778 | 100 | 0.8312 | 0.3371 | 0.8312 | 0.9117 |
102
+ | No log | 2.8333 | 102 | 0.7184 | 0.4165 | 0.7184 | 0.8476 |
103
+ | No log | 2.8889 | 104 | 0.6760 | 0.3581 | 0.6760 | 0.8222 |
104
+ | No log | 2.9444 | 106 | 0.6782 | 0.3556 | 0.6782 | 0.8235 |
105
+ | No log | 3.0 | 108 | 0.8701 | 0.3623 | 0.8701 | 0.9328 |
106
+ | No log | 3.0556 | 110 | 1.1766 | 0.2115 | 1.1766 | 1.0847 |
107
+ | No log | 3.1111 | 112 | 1.0801 | 0.2682 | 1.0801 | 1.0393 |
108
+ | No log | 3.1667 | 114 | 0.7772 | 0.3630 | 0.7772 | 0.8816 |
109
+ | No log | 3.2222 | 116 | 0.7059 | 0.2994 | 0.7059 | 0.8402 |
110
+ | No log | 3.2778 | 118 | 0.7861 | 0.3505 | 0.7861 | 0.8866 |
111
+ | No log | 3.3333 | 120 | 0.7452 | 0.3316 | 0.7452 | 0.8632 |
112
+ | No log | 3.3889 | 122 | 0.6979 | 0.2684 | 0.6979 | 0.8354 |
113
+ | No log | 3.4444 | 124 | 0.7901 | 0.3564 | 0.7901 | 0.8889 |
114
+ | No log | 3.5 | 126 | 0.8911 | 0.3938 | 0.8911 | 0.9440 |
115
+ | No log | 3.5556 | 128 | 0.9006 | 0.3938 | 0.9006 | 0.9490 |
116
+ | No log | 3.6111 | 130 | 0.7964 | 0.3630 | 0.7964 | 0.8924 |
117
+ | No log | 3.6667 | 132 | 0.7308 | 0.3060 | 0.7308 | 0.8549 |
118
+ | No log | 3.7222 | 134 | 0.7263 | 0.3116 | 0.7263 | 0.8522 |
119
+ | No log | 3.7778 | 136 | 0.7919 | 0.2812 | 0.7919 | 0.8899 |
120
+ | No log | 3.8333 | 138 | 0.9654 | 0.3439 | 0.9654 | 0.9826 |
121
+ | No log | 3.8889 | 140 | 1.0089 | 0.2948 | 1.0089 | 1.0044 |
122
+ | No log | 3.9444 | 142 | 0.8781 | 0.3008 | 0.8781 | 0.9371 |
123
+ | No log | 4.0 | 144 | 0.7780 | 0.2784 | 0.7780 | 0.8821 |
124
+ | No log | 4.0556 | 146 | 0.7882 | 0.2784 | 0.7882 | 0.8878 |
125
+ | No log | 4.1111 | 148 | 0.9037 | 0.2726 | 0.9037 | 0.9506 |
126
+ | No log | 4.1667 | 150 | 1.0446 | 0.3029 | 1.0446 | 1.0221 |
127
+ | No log | 4.2222 | 152 | 1.0161 | 0.2806 | 1.0161 | 1.0080 |
128
+ | No log | 4.2778 | 154 | 0.8930 | 0.2297 | 0.8930 | 0.9450 |
129
+ | No log | 4.3333 | 156 | 0.8393 | 0.2109 | 0.8393 | 0.9161 |
130
+ | No log | 4.3889 | 158 | 0.8415 | 0.3504 | 0.8415 | 0.9173 |
131
+ | No log | 4.4444 | 160 | 0.8754 | 0.2808 | 0.8754 | 0.9356 |
132
+ | No log | 4.5 | 162 | 0.9574 | 0.2626 | 0.9574 | 0.9785 |
133
+ | No log | 4.5556 | 164 | 1.0390 | 0.3082 | 1.0390 | 1.0193 |
134
+ | No log | 4.6111 | 166 | 0.9985 | 0.3082 | 0.9985 | 0.9992 |
135
+ | No log | 4.6667 | 168 | 0.9033 | 0.2923 | 0.9033 | 0.9504 |
136
+ | No log | 4.7222 | 170 | 0.7897 | 0.2815 | 0.7897 | 0.8886 |
137
+ | No log | 4.7778 | 172 | 0.7981 | 0.3243 | 0.7981 | 0.8933 |
138
+ | No log | 4.8333 | 174 | 0.7847 | 0.2916 | 0.7847 | 0.8859 |
139
+ | No log | 4.8889 | 176 | 0.7935 | 0.2319 | 0.7935 | 0.8908 |
140
+ | No log | 4.9444 | 178 | 0.8450 | 0.2063 | 0.8450 | 0.9192 |
141
+ | No log | 5.0 | 180 | 0.8984 | 0.1867 | 0.8984 | 0.9478 |
142
+ | No log | 5.0556 | 182 | 0.9091 | 0.1867 | 0.9091 | 0.9535 |
143
+ | No log | 5.1111 | 184 | 0.8617 | 0.1718 | 0.8617 | 0.9283 |
144
+ | No log | 5.1667 | 186 | 0.8314 | 0.1866 | 0.8314 | 0.9118 |
145
+ | No log | 5.2222 | 188 | 0.9006 | 0.2142 | 0.9006 | 0.9490 |
146
+ | No log | 5.2778 | 190 | 0.9413 | 0.2358 | 0.9413 | 0.9702 |
147
+ | No log | 5.3333 | 192 | 1.0603 | 0.2119 | 1.0603 | 1.0297 |
148
+ | No log | 5.3889 | 194 | 1.0560 | 0.2119 | 1.0560 | 1.0276 |
149
+ | No log | 5.4444 | 196 | 0.9439 | 0.2358 | 0.9439 | 0.9715 |
150
+ | No log | 5.5 | 198 | 0.8839 | 0.2244 | 0.8839 | 0.9402 |
151
+ | No log | 5.5556 | 200 | 0.9139 | 0.2142 | 0.9139 | 0.9560 |
152
+ | No log | 5.6111 | 202 | 1.0762 | 0.2810 | 1.0762 | 1.0374 |
153
+ | No log | 5.6667 | 204 | 1.2509 | 0.2084 | 1.2509 | 1.1184 |
154
+ | No log | 5.7222 | 206 | 1.3340 | 0.1458 | 1.3340 | 1.1550 |
155
+ | No log | 5.7778 | 208 | 1.2185 | 0.2392 | 1.2185 | 1.1039 |
156
+ | No log | 5.8333 | 210 | 1.1307 | 0.2075 | 1.1308 | 1.0634 |
157
+ | No log | 5.8889 | 212 | 1.0217 | 0.2460 | 1.0217 | 1.0108 |
158
+ | No log | 5.9444 | 214 | 0.9792 | 0.2810 | 0.9792 | 0.9895 |
159
+ | No log | 6.0 | 216 | 0.9606 | 0.2810 | 0.9606 | 0.9801 |
160
+ | No log | 6.0556 | 218 | 1.0180 | 0.2460 | 1.0180 | 1.0090 |
161
+ | No log | 6.1111 | 220 | 1.1083 | 0.2833 | 1.1083 | 1.0527 |
162
+ | No log | 6.1667 | 222 | 1.0692 | 0.2833 | 1.0692 | 1.0340 |
163
+ | No log | 6.2222 | 224 | 0.9658 | 0.3347 | 0.9658 | 0.9828 |
164
+ | No log | 6.2778 | 226 | 0.9428 | 0.2810 | 0.9428 | 0.9710 |
165
+ | No log | 6.3333 | 228 | 0.9491 | 0.2670 | 0.9491 | 0.9742 |
166
+ | No log | 6.3889 | 230 | 0.9384 | 0.1962 | 0.9384 | 0.9687 |
167
+ | No log | 6.4444 | 232 | 1.0177 | 0.2670 | 1.0177 | 1.0088 |
168
+ | No log | 6.5 | 234 | 1.2130 | 0.1210 | 1.2130 | 1.1014 |
169
+ | No log | 6.5556 | 236 | 1.4492 | 0.1017 | 1.4492 | 1.2038 |
170
+ | No log | 6.6111 | 238 | 1.4265 | 0.1305 | 1.4265 | 1.1944 |
171
+ | No log | 6.6667 | 240 | 1.1891 | 0.1176 | 1.1891 | 1.0905 |
172
+ | No log | 6.7222 | 242 | 0.9636 | 0.2244 | 0.9636 | 0.9816 |
173
+ | No log | 6.7778 | 244 | 0.9437 | 0.2193 | 0.9437 | 0.9714 |
174
+ | No log | 6.8333 | 246 | 1.0623 | 0.1869 | 1.0623 | 1.0307 |
175
+ | No log | 6.8889 | 248 | 1.1809 | 0.2412 | 1.1809 | 1.0867 |
176
+ | No log | 6.9444 | 250 | 1.1977 | 0.2412 | 1.1977 | 1.0944 |
177
+ | No log | 7.0 | 252 | 1.2391 | 0.1427 | 1.2391 | 1.1132 |
178
+ | No log | 7.0556 | 254 | 1.1192 | 0.2482 | 1.1192 | 1.0579 |
179
+ | No log | 7.1111 | 256 | 0.9304 | 0.1765 | 0.9304 | 0.9646 |
180
+ | No log | 7.1667 | 258 | 0.7651 | 0.2085 | 0.7651 | 0.8747 |
181
+ | No log | 7.2222 | 260 | 0.7341 | 0.2270 | 0.7341 | 0.8568 |
182
+ | No log | 7.2778 | 262 | 0.7660 | 0.2027 | 0.7660 | 0.8752 |
183
+ | No log | 7.3333 | 264 | 0.9490 | 0.1962 | 0.9490 | 0.9741 |
184
+ | No log | 7.3889 | 266 | 1.1571 | 0.2437 | 1.1571 | 1.0757 |
185
+ | No log | 7.4444 | 268 | 1.1808 | 0.2501 | 1.1808 | 1.0866 |
186
+ | No log | 7.5 | 270 | 1.0804 | 0.3169 | 1.0804 | 1.0394 |
187
+ | No log | 7.5556 | 272 | 0.9822 | 0.2193 | 0.9822 | 0.9911 |
188
+ | No log | 7.6111 | 274 | 1.0214 | 0.2358 | 1.0214 | 1.0106 |
189
+ | No log | 7.6667 | 276 | 1.1094 | 0.3137 | 1.1094 | 1.0533 |
190
+ | No log | 7.7222 | 278 | 1.0554 | 0.3193 | 1.0554 | 1.0273 |
191
+ | No log | 7.7778 | 280 | 0.9940 | 0.3473 | 0.9940 | 0.9970 |
192
+ | No log | 7.8333 | 282 | 0.9359 | 0.3538 | 0.9359 | 0.9674 |
193
+ | No log | 7.8889 | 284 | 0.8614 | 0.2632 | 0.8614 | 0.9281 |
194
+ | No log | 7.9444 | 286 | 0.8337 | 0.2692 | 0.8337 | 0.9131 |
195
+ | No log | 8.0 | 288 | 0.8500 | 0.2754 | 0.8500 | 0.9220 |
196
+ | No log | 8.0556 | 290 | 0.9329 | 0.2574 | 0.9329 | 0.9659 |
197
+ | No log | 8.1111 | 292 | 1.0060 | 0.2410 | 1.0060 | 1.0030 |
198
+ | No log | 8.1667 | 294 | 1.0595 | 0.2211 | 1.0595 | 1.0293 |
199
+ | No log | 8.2222 | 296 | 1.0532 | 0.2211 | 1.0532 | 1.0262 |
200
+ | No log | 8.2778 | 298 | 1.0128 | 0.2615 | 1.0128 | 1.0064 |
201
+ | No log | 8.3333 | 300 | 0.9885 | 0.2726 | 0.9885 | 0.9943 |
202
+ | No log | 8.3889 | 302 | 1.0392 | 0.1869 | 1.0392 | 1.0194 |
203
+ | No log | 8.4444 | 304 | 0.9998 | 0.1955 | 0.9998 | 0.9999 |
204
+ | No log | 8.5 | 306 | 0.9767 | 0.1955 | 0.9767 | 0.9883 |
205
+ | No log | 8.5556 | 308 | 0.9064 | 0.2967 | 0.9064 | 0.9520 |
206
+ | No log | 8.6111 | 310 | 0.8099 | 0.3167 | 0.8099 | 0.9000 |
207
+ | No log | 8.6667 | 312 | 0.8423 | 0.3032 | 0.8423 | 0.9178 |
208
+ | No log | 8.7222 | 314 | 0.9862 | 0.1955 | 0.9862 | 0.9931 |
209
+ | No log | 8.7778 | 316 | 1.0790 | 0.2227 | 1.0790 | 1.0388 |
210
+ | No log | 8.8333 | 318 | 1.0292 | 0.2211 | 1.0292 | 1.0145 |
211
+ | No log | 8.8889 | 320 | 0.8712 | 0.3032 | 0.8712 | 0.9334 |
212
+ | No log | 8.9444 | 322 | 0.8278 | 0.3099 | 0.8278 | 0.9099 |
213
+ | No log | 9.0 | 324 | 0.9039 | 0.2574 | 0.9039 | 0.9507 |
214
+ | No log | 9.0556 | 326 | 1.1001 | 0.1747 | 1.1001 | 1.0489 |
215
+ | No log | 9.1111 | 328 | 1.2890 | 0.1782 | 1.2890 | 1.1353 |
216
+ | No log | 9.1667 | 330 | 1.2317 | 0.1713 | 1.2317 | 1.1098 |
217
+ | No log | 9.2222 | 332 | 1.0792 | 0.1535 | 1.0792 | 1.0388 |
218
+ | No log | 9.2778 | 334 | 1.0132 | 0.2410 | 1.0132 | 1.0066 |
219
+ | No log | 9.3333 | 336 | 1.0070 | 0.2142 | 1.0070 | 1.0035 |
220
+ | No log | 9.3889 | 338 | 0.9518 | 0.2574 | 0.9518 | 0.9756 |
221
+ | No log | 9.4444 | 340 | 0.9171 | 0.2574 | 0.9171 | 0.9576 |
222
+ | No log | 9.5 | 342 | 0.9966 | 0.2142 | 0.9966 | 0.9983 |
223
+ | No log | 9.5556 | 344 | 1.1289 | 0.0922 | 1.1289 | 1.0625 |
224
+ | No log | 9.6111 | 346 | 1.1410 | 0.1428 | 1.1410 | 1.0682 |
225
+ | No log | 9.6667 | 348 | 1.0579 | 0.1651 | 1.0579 | 1.0285 |
226
+ | No log | 9.7222 | 350 | 0.9280 | 0.2574 | 0.9280 | 0.9633 |
227
+ | No log | 9.7778 | 352 | 0.8153 | 0.2817 | 0.8153 | 0.9029 |
228
+ | No log | 9.8333 | 354 | 0.8298 | 0.3099 | 0.8298 | 0.9109 |
229
+ | No log | 9.8889 | 356 | 0.9111 | 0.2632 | 0.9111 | 0.9545 |
230
+ | No log | 9.9444 | 358 | 1.0498 | 0.1274 | 1.0498 | 1.0246 |
231
+ | No log | 10.0 | 360 | 1.1423 | 0.0925 | 1.1423 | 1.0688 |
232
+ | No log | 10.0556 | 362 | 1.1792 | 0.1428 | 1.1792 | 1.0859 |
233
+ | No log | 10.1111 | 364 | 1.1351 | 0.1671 | 1.1351 | 1.0654 |
234
+ | No log | 10.1667 | 366 | 0.9722 | 0.1651 | 0.9722 | 0.9860 |
235
+ | No log | 10.2222 | 368 | 0.9110 | 0.2632 | 0.9110 | 0.9545 |
236
+ | No log | 10.2778 | 370 | 0.8750 | 0.3099 | 0.8750 | 0.9354 |
237
+ | No log | 10.3333 | 372 | 0.8906 | 0.2632 | 0.8906 | 0.9437 |
238
+ | No log | 10.3889 | 374 | 0.9819 | 0.2000 | 0.9819 | 0.9909 |
239
+ | No log | 10.4444 | 376 | 1.1085 | 0.2504 | 1.1085 | 1.0529 |
240
+ | No log | 10.5 | 378 | 1.1522 | 0.2183 | 1.1522 | 1.0734 |
241
+ | No log | 10.5556 | 380 | 1.1208 | 0.0896 | 1.1208 | 1.0587 |
242
+ | No log | 10.6111 | 382 | 1.0033 | 0.2358 | 1.0033 | 1.0016 |
243
+ | No log | 10.6667 | 384 | 0.9860 | 0.2046 | 0.9860 | 0.9930 |
244
+ | No log | 10.7222 | 386 | 1.0337 | 0.1651 | 1.0337 | 1.0167 |
245
+ | No log | 10.7778 | 388 | 1.1224 | 0.1210 | 1.1224 | 1.0594 |
246
+ | No log | 10.8333 | 390 | 1.1100 | 0.0894 | 1.1100 | 1.0536 |
247
+ | No log | 10.8889 | 392 | 1.1468 | 0.1147 | 1.1468 | 1.0709 |
248
+ | No log | 10.9444 | 394 | 1.2221 | 0.1028 | 1.2221 | 1.1055 |
249
+ | No log | 11.0 | 396 | 1.1631 | 0.0812 | 1.1631 | 1.0785 |
250
+ | No log | 11.0556 | 398 | 1.0077 | 0.1612 | 1.0077 | 1.0038 |
251
+ | No log | 11.1111 | 400 | 0.9431 | 0.2410 | 0.9431 | 0.9711 |
252
+ | No log | 11.1667 | 402 | 0.9066 | 0.2012 | 0.9066 | 0.9522 |
253
+ | No log | 11.2222 | 404 | 0.8678 | 0.2171 | 0.8678 | 0.9315 |
254
+ | No log | 11.2778 | 406 | 0.9077 | 0.2754 | 0.9077 | 0.9528 |
255
+ | No log | 11.3333 | 408 | 1.0498 | 0.0953 | 1.0498 | 1.0246 |
256
+ | No log | 11.3889 | 410 | 1.2073 | 0.1230 | 1.2073 | 1.0988 |
257
+ | No log | 11.4444 | 412 | 1.1888 | 0.1003 | 1.1888 | 1.0903 |
258
+ | No log | 11.5 | 414 | 1.0647 | 0.1528 | 1.0647 | 1.0318 |
259
+ | No log | 11.5556 | 416 | 0.9555 | 0.2518 | 0.9555 | 0.9775 |
260
+ | No log | 11.6111 | 418 | 0.8907 | 0.2692 | 0.8907 | 0.9438 |
261
+ | No log | 11.6667 | 420 | 0.8318 | 0.2692 | 0.8318 | 0.9120 |
262
+ | No log | 11.7222 | 422 | 0.8662 | 0.2692 | 0.8662 | 0.9307 |
263
+ | No log | 11.7778 | 424 | 0.9815 | 0.2410 | 0.9815 | 0.9907 |
264
+ | No log | 11.8333 | 426 | 1.1288 | 0.1870 | 1.1288 | 1.0625 |
265
+ | No log | 11.8889 | 428 | 1.1478 | 0.1870 | 1.1478 | 1.0713 |
266
+ | No log | 11.9444 | 430 | 1.0221 | 0.1984 | 1.0221 | 1.0110 |
267
+ | No log | 12.0 | 432 | 0.8598 | 0.2409 | 0.8598 | 0.9272 |
268
+ | No log | 12.0556 | 434 | 0.8056 | 0.2467 | 0.8056 | 0.8975 |
269
+ | No log | 12.1111 | 436 | 0.8468 | 0.2409 | 0.8468 | 0.9202 |
270
+ | No log | 12.1667 | 438 | 1.0492 | 0.1274 | 1.0492 | 1.0243 |
271
+ | No log | 12.2222 | 440 | 1.4516 | 0.1335 | 1.4516 | 1.2048 |
272
+ | No log | 12.2778 | 442 | 1.9150 | 0.0734 | 1.9150 | 1.3838 |
273
+ | No log | 12.3333 | 444 | 1.9615 | 0.1082 | 1.9615 | 1.4005 |
274
+ | No log | 12.3889 | 446 | 1.6933 | 0.0389 | 1.6933 | 1.3013 |
275
+ | No log | 12.4444 | 448 | 1.2755 | 0.1748 | 1.2755 | 1.1294 |
276
+ | No log | 12.5 | 450 | 0.9716 | 0.2463 | 0.9716 | 0.9857 |
277
+ | No log | 12.5556 | 452 | 0.8897 | 0.2754 | 0.8897 | 0.9432 |
278
+ | No log | 12.6111 | 454 | 0.9333 | 0.2518 | 0.9333 | 0.9661 |
279
+ | No log | 12.6667 | 456 | 1.0123 | 0.1955 | 1.0123 | 1.0061 |
280
+ | No log | 12.7222 | 458 | 1.0906 | 0.2412 | 1.0906 | 1.0443 |
281
+ | No log | 12.7778 | 460 | 1.0808 | 0.3059 | 1.0808 | 1.0396 |
282
+ | No log | 12.8333 | 462 | 1.0398 | 0.2651 | 1.0398 | 1.0197 |
283
+ | No log | 12.8889 | 464 | 0.9541 | 0.2410 | 0.9541 | 0.9768 |
284
+ | No log | 12.9444 | 466 | 0.9342 | 0.2843 | 0.9342 | 0.9665 |
285
+ | No log | 13.0 | 468 | 0.8926 | 0.3099 | 0.8926 | 0.9448 |
286
+ | No log | 13.0556 | 470 | 0.8552 | 0.2883 | 0.8552 | 0.9247 |
287
+ | No log | 13.1111 | 472 | 0.8644 | 0.2883 | 0.8644 | 0.9298 |
288
+ | No log | 13.1667 | 474 | 0.8860 | 0.2817 | 0.8860 | 0.9413 |
289
+ | No log | 13.2222 | 476 | 0.8897 | 0.3099 | 0.8897 | 0.9432 |
290
+ | No log | 13.2778 | 478 | 0.9137 | 0.3099 | 0.9137 | 0.9559 |
291
+ | No log | 13.3333 | 480 | 0.9541 | 0.2244 | 0.9541 | 0.9768 |
292
+ | No log | 13.3889 | 482 | 0.9717 | 0.2410 | 0.9717 | 0.9858 |
293
+ | No log | 13.4444 | 484 | 1.0191 | 0.1651 | 1.0191 | 1.0095 |
294
+ | No log | 13.5 | 486 | 1.0779 | 0.2756 | 1.0779 | 1.0382 |
295
+ | No log | 13.5556 | 488 | 1.1276 | 0.2271 | 1.1276 | 1.0619 |
296
+ | No log | 13.6111 | 490 | 1.0860 | 0.2211 | 1.0860 | 1.0421 |
297
+ | No log | 13.6667 | 492 | 1.0489 | 0.2211 | 1.0489 | 1.0241 |
298
+ | No log | 13.7222 | 494 | 1.0026 | 0.2259 | 1.0026 | 1.0013 |
299
+ | No log | 13.7778 | 496 | 0.9486 | 0.2142 | 0.9486 | 0.9740 |
300
+ | No log | 13.8333 | 498 | 0.9370 | 0.2518 | 0.9370 | 0.9680 |
301
+ | 0.2784 | 13.8889 | 500 | 0.9368 | 0.2518 | 0.9368 | 0.9679 |
302
+ | 0.2784 | 13.9444 | 502 | 0.9411 | 0.2410 | 0.9411 | 0.9701 |
303
+ | 0.2784 | 14.0 | 504 | 0.9108 | 0.2843 | 0.9108 | 0.9543 |
304
+ | 0.2784 | 14.0556 | 506 | 0.8878 | 0.2632 | 0.8878 | 0.9422 |
305
+ | 0.2784 | 14.1111 | 508 | 0.9087 | 0.3425 | 0.9087 | 0.9533 |
306
+ | 0.2784 | 14.1667 | 510 | 0.9216 | 0.3425 | 0.9216 | 0.9600 |
307
+ | 0.2784 | 14.2222 | 512 | 0.8934 | 0.2843 | 0.8934 | 0.9452 |
308
+ | 0.2784 | 14.2778 | 514 | 0.8573 | 0.2754 | 0.8573 | 0.9259 |
309
+ | 0.2784 | 14.3333 | 516 | 0.8406 | 0.2817 | 0.8406 | 0.9168 |
310
+ | 0.2784 | 14.3889 | 518 | 0.8511 | 0.2754 | 0.8511 | 0.9225 |
311
+ | 0.2784 | 14.4444 | 520 | 0.8435 | 0.2754 | 0.8435 | 0.9184 |
312
+ | 0.2784 | 14.5 | 522 | 0.8895 | 0.2632 | 0.8895 | 0.9432 |
313
+ | 0.2784 | 14.5556 | 524 | 0.9061 | 0.2632 | 0.9061 | 0.9519 |
314
+ | 0.2784 | 14.6111 | 526 | 0.8464 | 0.2817 | 0.8464 | 0.9200 |
315
+ | 0.2784 | 14.6667 | 528 | 0.8165 | 0.2950 | 0.8165 | 0.9036 |
316
+ | 0.2784 | 14.7222 | 530 | 0.8079 | 0.2950 | 0.8079 | 0.8988 |
317
+ | 0.2784 | 14.7778 | 532 | 0.8283 | 0.2883 | 0.8283 | 0.9101 |
318
+ | 0.2784 | 14.8333 | 534 | 0.8478 | 0.2883 | 0.8478 | 0.9208 |
319
+ | 0.2784 | 14.8889 | 536 | 0.8530 | 0.2883 | 0.8530 | 0.9236 |
320
+ | 0.2784 | 14.9444 | 538 | 0.8483 | 0.2883 | 0.8483 | 0.9210 |
321
+ | 0.2784 | 15.0 | 540 | 0.8680 | 0.2883 | 0.8680 | 0.9317 |
322
+ | 0.2784 | 15.0556 | 542 | 0.8580 | 0.2883 | 0.8580 | 0.9263 |
323
+ | 0.2784 | 15.1111 | 544 | 0.8494 | 0.2883 | 0.8494 | 0.9216 |
324
+ | 0.2784 | 15.1667 | 546 | 0.9052 | 0.2632 | 0.9052 | 0.9514 |
325
+ | 0.2784 | 15.2222 | 548 | 0.9444 | 0.2193 | 0.9444 | 0.9718 |
326
+ | 0.2784 | 15.2778 | 550 | 0.8930 | 0.2692 | 0.8930 | 0.9450 |
327
+ | 0.2784 | 15.3333 | 552 | 0.8648 | 0.2409 | 0.8648 | 0.9299 |
328
+ | 0.2784 | 15.3889 | 554 | 0.8311 | 0.2883 | 0.8311 | 0.9116 |
329
+ | 0.2784 | 15.4444 | 556 | 0.8137 | 0.2883 | 0.8137 | 0.9021 |
330
+ | 0.2784 | 15.5 | 558 | 0.8499 | 0.2817 | 0.8499 | 0.9219 |
331
+ | 0.2784 | 15.5556 | 560 | 0.9351 | 0.2193 | 0.9351 | 0.9670 |
332
+ | 0.2784 | 15.6111 | 562 | 1.0795 | 0.2833 | 1.0795 | 1.0390 |
333
+ | 0.2784 | 15.6667 | 564 | 1.2188 | 0.1784 | 1.2188 | 1.1040 |
334
+ | 0.2784 | 15.7222 | 566 | 1.2106 | 0.1784 | 1.2106 | 1.1003 |
335
+ | 0.2784 | 15.7778 | 568 | 1.0599 | 0.1775 | 1.0599 | 1.0295 |
336
+ | 0.2784 | 15.8333 | 570 | 0.8991 | 0.2352 | 0.8991 | 0.9482 |
337
+ | 0.2784 | 15.8889 | 572 | 0.8064 | 0.2527 | 0.8064 | 0.8980 |
338
+ | 0.2784 | 15.9444 | 574 | 0.8060 | 0.2527 | 0.8060 | 0.8978 |
339
+ | 0.2784 | 16.0 | 576 | 0.8891 | 0.2297 | 0.8891 | 0.9429 |
340
+ | 0.2784 | 16.0556 | 578 | 0.9698 | 0.2211 | 0.9698 | 0.9848 |
341
+ | 0.2784 | 16.1111 | 580 | 1.0916 | 0.2504 | 1.0916 | 1.0448 |
342
+ | 0.2784 | 16.1667 | 582 | 1.2111 | 0.1832 | 1.2111 | 1.1005 |
343
+ | 0.2784 | 16.2222 | 584 | 1.2621 | 0.2059 | 1.2621 | 1.1234 |
344
 
345
 
346
  ### Framework versions