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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k14_task3_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_run2_AugV5_k13_task3_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_run2_AugV5_k13_task3_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.8810
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- - Qwk: -0.1033
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- - Mse: 0.8810
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- - Rmse: 0.9386
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  ## Model description
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@@ -49,276 +49,761 @@ 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 | 3.8797 | 0.0017 | 3.8797 | 1.9697 |
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- | No log | 0.1212 | 4 | 2.2173 | 0.0672 | 2.2173 | 1.4891 |
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- | No log | 0.1818 | 6 | 1.3323 | 0.0 | 1.3323 | 1.1543 |
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- | No log | 0.2424 | 8 | 1.8831 | 0.0425 | 1.8831 | 1.3723 |
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- | No log | 0.3030 | 10 | 1.7085 | 0.0 | 1.7085 | 1.3071 |
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- | No log | 0.3636 | 12 | 1.0686 | -0.0457 | 1.0686 | 1.0337 |
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- | No log | 0.4242 | 14 | 0.7419 | -0.1227 | 0.7419 | 0.8613 |
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- | No log | 0.4848 | 16 | 0.7259 | -0.0069 | 0.7259 | 0.8520 |
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- | No log | 0.5455 | 18 | 0.7743 | -0.1230 | 0.7743 | 0.8800 |
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- | No log | 0.6061 | 20 | 0.9668 | 0.0423 | 0.9668 | 0.9833 |
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- | No log | 0.6667 | 22 | 1.1082 | -0.0247 | 1.1082 | 1.0527 |
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- | No log | 0.7273 | 24 | 1.2468 | 0.0 | 1.2468 | 1.1166 |
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- | No log | 0.7879 | 26 | 1.4488 | 0.0 | 1.4488 | 1.2036 |
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- | No log | 0.8485 | 28 | 1.4140 | 0.0 | 1.4140 | 1.1891 |
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- | No log | 0.9091 | 30 | 1.2783 | 0.0 | 1.2783 | 1.1306 |
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- | No log | 0.9697 | 32 | 1.0355 | -0.0490 | 1.0355 | 1.0176 |
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- | No log | 1.0303 | 34 | 1.1671 | -0.0490 | 1.1671 | 1.0803 |
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- | No log | 1.0909 | 36 | 1.2888 | -0.0247 | 1.2888 | 1.1352 |
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- | No log | 1.1515 | 38 | 1.0918 | -0.0728 | 1.0918 | 1.0449 |
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- | No log | 1.2121 | 40 | 1.0713 | -0.0728 | 1.0713 | 1.0351 |
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- | No log | 1.2727 | 42 | 1.2809 | -0.0751 | 1.2809 | 1.1318 |
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- | No log | 1.3333 | 44 | 1.4192 | -0.0234 | 1.4192 | 1.1913 |
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- | No log | 1.3939 | 46 | 1.2224 | -0.0728 | 1.2224 | 1.1056 |
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- | No log | 1.4545 | 48 | 0.9249 | -0.0425 | 0.9249 | 0.9617 |
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- | No log | 1.5152 | 50 | 0.9596 | -0.1579 | 0.9596 | 0.9796 |
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- | No log | 1.5758 | 52 | 0.9341 | -0.1586 | 0.9341 | 0.9665 |
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- | No log | 1.6364 | 54 | 1.0390 | -0.0948 | 1.0390 | 1.0193 |
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- | No log | 1.6970 | 56 | 1.3858 | -0.0234 | 1.3858 | 1.1772 |
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- | No log | 1.7576 | 58 | 1.6151 | 0.0 | 1.6151 | 1.2709 |
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- | No log | 1.8182 | 60 | 1.3975 | -0.0247 | 1.3975 | 1.1822 |
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- | No log | 1.8788 | 62 | 0.9126 | -0.0456 | 0.9126 | 0.9553 |
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- | No log | 1.9394 | 64 | 0.7597 | -0.0541 | 0.7597 | 0.8716 |
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- | No log | 2.0 | 66 | 0.7675 | -0.0560 | 0.7675 | 0.8761 |
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- | No log | 2.0606 | 68 | 1.0588 | 0.0006 | 1.0588 | 1.0290 |
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- | No log | 2.1212 | 70 | 1.2690 | -0.0692 | 1.2690 | 1.1265 |
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- | No log | 2.1818 | 72 | 1.1749 | -0.0677 | 1.1749 | 1.0839 |
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- | No log | 2.2424 | 74 | 0.9064 | -0.0054 | 0.9064 | 0.9520 |
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- | No log | 2.3030 | 76 | 0.8812 | 0.0287 | 0.8812 | 0.9387 |
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- | No log | 2.3636 | 78 | 0.9852 | -0.0218 | 0.9852 | 0.9926 |
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- | No log | 2.4242 | 80 | 1.0274 | -0.0236 | 1.0274 | 1.0136 |
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- | No log | 2.4848 | 82 | 0.8732 | -0.0731 | 0.8732 | 0.9344 |
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- | No log | 2.5455 | 84 | 0.8264 | -0.1463 | 0.8264 | 0.9091 |
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- | No log | 2.6061 | 86 | 0.8607 | -0.0984 | 0.8607 | 0.9277 |
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- | No log | 2.6667 | 88 | 1.0071 | -0.1263 | 1.0071 | 1.0036 |
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- | No log | 2.7273 | 90 | 0.9248 | -0.1795 | 0.9248 | 0.9617 |
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- | No log | 2.7879 | 92 | 0.9311 | -0.1466 | 0.9311 | 0.9649 |
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- | No log | 2.8485 | 94 | 1.0183 | -0.1509 | 1.0183 | 1.0091 |
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- | No log | 2.9091 | 96 | 0.9124 | -0.2036 | 0.9124 | 0.9552 |
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- | No log | 2.9697 | 98 | 0.8933 | -0.0939 | 0.8933 | 0.9451 |
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- | No log | 3.0303 | 100 | 0.8449 | -0.2051 | 0.8449 | 0.9192 |
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- | No log | 3.0909 | 102 | 1.0998 | -0.0902 | 1.0998 | 1.0487 |
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- | No log | 3.1515 | 104 | 0.9966 | -0.1253 | 0.9966 | 0.9983 |
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- | No log | 3.2121 | 106 | 0.8358 | -0.1001 | 0.8358 | 0.9142 |
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- | No log | 3.2727 | 108 | 0.8829 | -0.1399 | 0.8829 | 0.9396 |
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- | No log | 3.3333 | 110 | 0.8588 | -0.1001 | 0.8588 | 0.9267 |
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- | No log | 3.3939 | 112 | 0.8501 | -0.1106 | 0.8501 | 0.9220 |
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- | No log | 3.4545 | 114 | 1.4037 | -0.0114 | 1.4037 | 1.1848 |
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- | No log | 3.5152 | 116 | 1.5863 | -0.0445 | 1.5863 | 1.2595 |
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- | No log | 3.5758 | 118 | 1.0188 | -0.1166 | 1.0188 | 1.0094 |
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- | No log | 3.6364 | 120 | 0.8649 | -0.1033 | 0.8649 | 0.9300 |
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- | No log | 3.6970 | 122 | 0.8876 | -0.2008 | 0.8876 | 0.9421 |
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- | No log | 3.7576 | 124 | 1.1339 | -0.0500 | 1.1339 | 1.0648 |
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- | No log | 3.8182 | 126 | 1.2490 | -0.0961 | 1.2490 | 1.1176 |
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- | No log | 3.8788 | 128 | 0.9312 | -0.0336 | 0.9312 | 0.9650 |
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- | No log | 3.9394 | 130 | 0.9130 | -0.1775 | 0.9130 | 0.9555 |
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- | No log | 4.0 | 132 | 0.9572 | -0.0685 | 0.9572 | 0.9784 |
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- | No log | 4.0606 | 134 | 0.8055 | -0.0902 | 0.8055 | 0.8975 |
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- | No log | 4.1212 | 136 | 1.0941 | 0.0353 | 1.0941 | 1.0460 |
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- | No log | 4.1818 | 138 | 1.4682 | -0.0174 | 1.4682 | 1.2117 |
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- | No log | 4.2424 | 140 | 0.9630 | 0.0182 | 0.9630 | 0.9813 |
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- | No log | 4.3030 | 142 | 0.8254 | -0.1331 | 0.8254 | 0.9085 |
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- | No log | 4.3636 | 144 | 0.9154 | -0.0121 | 0.9154 | 0.9568 |
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- | No log | 4.4242 | 146 | 0.8256 | -0.0449 | 0.8256 | 0.9086 |
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- | No log | 4.4848 | 148 | 1.0088 | -0.1166 | 1.0088 | 1.0044 |
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- | No log | 4.5455 | 150 | 1.1728 | 0.0391 | 1.1728 | 1.0830 |
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- | No log | 4.6061 | 152 | 0.9447 | -0.1162 | 0.9447 | 0.9720 |
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- | No log | 4.6667 | 154 | 0.7754 | -0.1033 | 0.7754 | 0.8806 |
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- | No log | 4.7273 | 156 | 0.7767 | -0.0449 | 0.7767 | 0.8813 |
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- | No log | 4.7879 | 158 | 0.7541 | -0.0541 | 0.7541 | 0.8684 |
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- | No log | 4.8485 | 160 | 0.7398 | 0.0807 | 0.7398 | 0.8601 |
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- | No log | 4.9091 | 162 | 0.7776 | 0.0670 | 0.7776 | 0.8818 |
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- | No log | 4.9697 | 164 | 0.8339 | -0.0833 | 0.8339 | 0.9132 |
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- | No log | 5.0303 | 166 | 0.8139 | 0.0449 | 0.8139 | 0.9021 |
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- | No log | 5.0909 | 168 | 0.8452 | -0.0831 | 0.8452 | 0.9194 |
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- | No log | 5.1515 | 170 | 0.8229 | -0.0138 | 0.8229 | 0.9071 |
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- | No log | 5.2121 | 172 | 0.7756 | -0.1470 | 0.7756 | 0.8807 |
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- | No log | 5.2727 | 174 | 0.7408 | -0.0131 | 0.7408 | 0.8607 |
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- | No log | 5.3333 | 176 | 0.7179 | 0.0460 | 0.7179 | 0.8473 |
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- | No log | 5.3939 | 178 | 0.7160 | -0.0069 | 0.7160 | 0.8462 |
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- | No log | 5.4545 | 180 | 0.7588 | -0.1018 | 0.7588 | 0.8711 |
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- | No log | 5.5152 | 182 | 0.8495 | -0.0692 | 0.8495 | 0.9217 |
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- | No log | 5.5758 | 184 | 1.0640 | 0.0541 | 1.0640 | 1.0315 |
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- | No log | 5.6364 | 186 | 1.0626 | 0.0196 | 1.0626 | 1.0308 |
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- | No log | 5.6970 | 188 | 1.0551 | -0.0099 | 1.0551 | 1.0272 |
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- | No log | 5.7576 | 190 | 0.9119 | 0.0406 | 0.9119 | 0.9549 |
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- | No log | 5.8182 | 192 | 0.7668 | -0.1018 | 0.7668 | 0.8757 |
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- | No log | 5.8788 | 194 | 0.7590 | -0.0499 | 0.7590 | 0.8712 |
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- | No log | 5.9394 | 196 | 0.7459 | 0.0033 | 0.7459 | 0.8637 |
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- | No log | 6.0 | 198 | 0.7879 | -0.1001 | 0.7879 | 0.8877 |
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- | No log | 6.0606 | 200 | 0.9832 | -0.0892 | 0.9832 | 0.9915 |
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- | No log | 6.1212 | 202 | 1.1024 | 0.0862 | 1.1024 | 1.0499 |
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- | No log | 6.1818 | 204 | 0.8525 | 0.1466 | 0.8525 | 0.9233 |
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- | No log | 6.2424 | 206 | 0.8620 | 0.0456 | 0.8620 | 0.9284 |
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- | No log | 6.3030 | 208 | 0.9246 | -0.0490 | 0.9246 | 0.9616 |
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- | No log | 6.3636 | 210 | 1.0027 | -0.0122 | 1.0027 | 1.0013 |
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- | No log | 6.4242 | 212 | 0.7898 | 0.0814 | 0.7898 | 0.8887 |
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- | No log | 6.4848 | 214 | 0.8631 | -0.1833 | 0.8631 | 0.9290 |
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- | No log | 6.5455 | 216 | 0.8713 | -0.0958 | 0.8713 | 0.9334 |
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- | No log | 6.6061 | 218 | 0.8871 | -0.1459 | 0.8871 | 0.9419 |
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- | No log | 6.6667 | 220 | 1.1040 | -0.0504 | 1.1040 | 1.0507 |
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- | No log | 6.7273 | 222 | 1.0428 | -0.0056 | 1.0428 | 1.0212 |
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- | No log | 6.7879 | 224 | 0.7942 | -0.0065 | 0.7942 | 0.8912 |
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- | No log | 6.8485 | 226 | 0.8016 | -0.0499 | 0.8016 | 0.8953 |
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- | No log | 6.9091 | 228 | 0.8619 | 0.0181 | 0.8619 | 0.9284 |
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- | No log | 6.9697 | 230 | 0.7987 | -0.0551 | 0.7987 | 0.8937 |
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- | No log | 7.0303 | 232 | 0.7493 | -0.0551 | 0.7493 | 0.8656 |
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- | No log | 7.0909 | 234 | 0.8071 | 0.0129 | 0.8071 | 0.8984 |
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- | No log | 7.1515 | 236 | 0.9875 | -0.0852 | 0.9875 | 0.9937 |
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- | No log | 7.2121 | 238 | 0.8318 | -0.0351 | 0.8318 | 0.9120 |
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- | No log | 7.2727 | 240 | 0.8106 | -0.1001 | 0.8106 | 0.9003 |
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- | No log | 7.3333 | 242 | 0.8659 | -0.0406 | 0.8659 | 0.9306 |
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- | No log | 7.3939 | 244 | 0.8082 | -0.1001 | 0.8082 | 0.8990 |
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- | No log | 7.4545 | 246 | 0.7896 | -0.1163 | 0.7896 | 0.8886 |
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- | No log | 7.5152 | 248 | 1.0568 | -0.0916 | 1.0568 | 1.0280 |
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- | No log | 7.5758 | 250 | 1.0659 | -0.0936 | 1.0659 | 1.0324 |
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- | No log | 7.6364 | 252 | 0.8126 | -0.0351 | 0.8126 | 0.9014 |
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- | No log | 7.6970 | 254 | 0.7883 | -0.0499 | 0.7883 | 0.8879 |
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- | No log | 7.7576 | 256 | 0.9476 | -0.1145 | 0.9476 | 0.9734 |
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- | No log | 7.8182 | 258 | 0.9892 | -0.0187 | 0.9892 | 0.9946 |
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- | No log | 7.8788 | 260 | 0.8581 | -0.0363 | 0.8581 | 0.9263 |
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- | No log | 7.9394 | 262 | 0.9386 | -0.0788 | 0.9386 | 0.9688 |
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- | No log | 8.0 | 264 | 1.2834 | -0.0658 | 1.2834 | 1.1329 |
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- | No log | 8.0606 | 266 | 1.2090 | -0.0648 | 1.2090 | 1.0996 |
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- | No log | 8.1212 | 268 | 0.8880 | -0.0408 | 0.8880 | 0.9424 |
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- | No log | 8.1818 | 270 | 0.7602 | -0.0499 | 0.7602 | 0.8719 |
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- | No log | 8.2424 | 272 | 0.7572 | -0.0499 | 0.7572 | 0.8701 |
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- | No log | 8.3030 | 274 | 0.7578 | -0.0551 | 0.7578 | 0.8705 |
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- | No log | 8.3636 | 276 | 0.8076 | -0.0331 | 0.8076 | 0.8987 |
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- | No log | 8.4242 | 278 | 0.7702 | -0.0274 | 0.7702 | 0.8776 |
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- | No log | 8.4848 | 280 | 0.7722 | 0.0033 | 0.7722 | 0.8787 |
192
- | No log | 8.5455 | 282 | 0.9438 | -0.0377 | 0.9438 | 0.9715 |
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- | No log | 8.6061 | 284 | 0.9749 | -0.0583 | 0.9749 | 0.9874 |
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- | No log | 8.6667 | 286 | 0.8582 | -0.0786 | 0.8582 | 0.9264 |
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- | No log | 8.7273 | 288 | 0.8201 | 0.0236 | 0.8201 | 0.9056 |
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- | No log | 8.7879 | 290 | 0.8246 | 0.0236 | 0.8246 | 0.9081 |
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- | No log | 8.8485 | 292 | 0.7993 | 0.0236 | 0.7993 | 0.8940 |
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- | No log | 8.9091 | 294 | 0.8379 | -0.1329 | 0.8379 | 0.9154 |
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- | No log | 8.9697 | 296 | 0.8588 | -0.1263 | 0.8588 | 0.9267 |
200
- | No log | 9.0303 | 298 | 0.8087 | -0.1001 | 0.8087 | 0.8993 |
201
- | No log | 9.0909 | 300 | 0.7546 | -0.0499 | 0.7546 | 0.8687 |
202
- | No log | 9.1515 | 302 | 0.7731 | 0.0714 | 0.7731 | 0.8793 |
203
- | No log | 9.2121 | 304 | 0.7881 | 0.0159 | 0.7881 | 0.8878 |
204
- | No log | 9.2727 | 306 | 0.7768 | 0.0814 | 0.7768 | 0.8814 |
205
- | No log | 9.3333 | 308 | 0.7859 | -0.0560 | 0.7859 | 0.8865 |
206
- | No log | 9.3939 | 310 | 0.8287 | -0.1268 | 0.8287 | 0.9103 |
207
- | No log | 9.4545 | 312 | 0.8713 | -0.0982 | 0.8713 | 0.9334 |
208
- | No log | 9.5152 | 314 | 0.8315 | -0.0334 | 0.8315 | 0.9118 |
209
- | No log | 9.5758 | 316 | 0.8788 | -0.0008 | 0.8788 | 0.9374 |
210
- | No log | 9.6364 | 318 | 0.8616 | -0.0408 | 0.8616 | 0.9282 |
211
- | No log | 9.6970 | 320 | 0.8368 | 0.0749 | 0.8368 | 0.9147 |
212
- | No log | 9.7576 | 322 | 0.8233 | -0.1033 | 0.8233 | 0.9074 |
213
- | No log | 9.8182 | 324 | 0.8242 | 0.0600 | 0.8242 | 0.9079 |
214
- | No log | 9.8788 | 326 | 0.8057 | 0.0191 | 0.8057 | 0.8976 |
215
- | No log | 9.9394 | 328 | 0.8293 | -0.0390 | 0.8293 | 0.9107 |
216
- | No log | 10.0 | 330 | 0.8720 | -0.0008 | 0.8720 | 0.9338 |
217
- | No log | 10.0606 | 332 | 0.8065 | 0.0723 | 0.8065 | 0.8981 |
218
- | No log | 10.1212 | 334 | 0.8210 | -0.0032 | 0.8210 | 0.9061 |
219
- | No log | 10.1818 | 336 | 0.8498 | -0.0892 | 0.8498 | 0.9219 |
220
- | No log | 10.2424 | 338 | 0.9365 | -0.0477 | 0.9365 | 0.9677 |
221
- | No log | 10.3030 | 340 | 0.9513 | -0.1298 | 0.9513 | 0.9753 |
222
- | No log | 10.3636 | 342 | 0.8525 | 0.0116 | 0.8525 | 0.9233 |
223
- | No log | 10.4242 | 344 | 0.8395 | -0.0252 | 0.8395 | 0.9162 |
224
- | No log | 10.4848 | 346 | 0.8430 | 0.0303 | 0.8430 | 0.9182 |
225
- | No log | 10.5455 | 348 | 0.8428 | 0.0303 | 0.8428 | 0.9180 |
226
- | No log | 10.6061 | 350 | 0.8522 | -0.0449 | 0.8522 | 0.9231 |
227
- | No log | 10.6667 | 352 | 0.8692 | -0.0469 | 0.8692 | 0.9323 |
228
- | No log | 10.7273 | 354 | 0.8917 | -0.0614 | 0.8917 | 0.9443 |
229
- | No log | 10.7879 | 356 | 0.9866 | -0.0806 | 0.9866 | 0.9933 |
230
- | No log | 10.8485 | 358 | 0.9795 | -0.0806 | 0.9795 | 0.9897 |
231
- | No log | 10.9091 | 360 | 0.8740 | 0.0574 | 0.8740 | 0.9349 |
232
- | No log | 10.9697 | 362 | 0.8272 | -0.0560 | 0.8272 | 0.9095 |
233
- | No log | 11.0303 | 364 | 0.8183 | 0.0099 | 0.8183 | 0.9046 |
234
- | No log | 11.0909 | 366 | 0.8223 | 0.0099 | 0.8223 | 0.9068 |
235
- | No log | 11.1515 | 368 | 0.8324 | -0.0578 | 0.8324 | 0.9124 |
236
- | No log | 11.2121 | 370 | 0.8987 | -0.1206 | 0.8987 | 0.9480 |
237
- | No log | 11.2727 | 372 | 0.9144 | -0.0711 | 0.9144 | 0.9563 |
238
- | No log | 11.3333 | 374 | 0.9207 | -0.1051 | 0.9207 | 0.9596 |
239
- | No log | 11.3939 | 376 | 0.9159 | -0.0738 | 0.9159 | 0.9570 |
240
- | No log | 11.4545 | 378 | 0.9148 | -0.1939 | 0.9148 | 0.9564 |
241
- | No log | 11.5152 | 380 | 0.9381 | -0.1509 | 0.9381 | 0.9686 |
242
- | No log | 11.5758 | 382 | 0.9423 | -0.1135 | 0.9423 | 0.9707 |
243
- | No log | 11.6364 | 384 | 0.9397 | -0.1568 | 0.9397 | 0.9694 |
244
- | No log | 11.6970 | 386 | 0.9015 | -0.2894 | 0.9015 | 0.9495 |
245
- | No log | 11.7576 | 388 | 0.9428 | -0.1529 | 0.9428 | 0.9710 |
246
- | No log | 11.8182 | 390 | 0.9758 | -0.1302 | 0.9758 | 0.9878 |
247
- | No log | 11.8788 | 392 | 0.9276 | -0.0907 | 0.9276 | 0.9631 |
248
- | No log | 11.9394 | 394 | 0.9350 | -0.0054 | 0.9350 | 0.9670 |
249
- | No log | 12.0 | 396 | 0.9776 | -0.0930 | 0.9776 | 0.9887 |
250
- | No log | 12.0606 | 398 | 0.9103 | -0.0878 | 0.9103 | 0.9541 |
251
- | No log | 12.1212 | 400 | 0.8393 | -0.1172 | 0.8393 | 0.9161 |
252
- | No log | 12.1818 | 402 | 0.8741 | -0.1201 | 0.8741 | 0.9350 |
253
- | No log | 12.2424 | 404 | 0.9181 | -0.0678 | 0.9181 | 0.9582 |
254
- | No log | 12.3030 | 406 | 0.9043 | -0.1263 | 0.9043 | 0.9510 |
255
- | No log | 12.3636 | 408 | 0.8680 | -0.0967 | 0.8680 | 0.9317 |
256
- | No log | 12.4242 | 410 | 0.8984 | 0.0043 | 0.8984 | 0.9478 |
257
- | No log | 12.4848 | 412 | 0.9303 | -0.0474 | 0.9303 | 0.9645 |
258
- | No log | 12.5455 | 414 | 0.8459 | -0.0778 | 0.8459 | 0.9197 |
259
- | No log | 12.6061 | 416 | 0.7993 | 0.0061 | 0.7993 | 0.8940 |
260
- | No log | 12.6667 | 418 | 0.8095 | -0.0798 | 0.8095 | 0.8997 |
261
- | No log | 12.7273 | 420 | 0.7616 | 0.0524 | 0.7616 | 0.8727 |
262
- | No log | 12.7879 | 422 | 0.7621 | 0.0714 | 0.7621 | 0.8730 |
263
- | No log | 12.8485 | 424 | 0.7880 | 0.0512 | 0.7880 | 0.8877 |
264
- | No log | 12.9091 | 426 | 0.8345 | 0.1291 | 0.8345 | 0.9135 |
265
- | No log | 12.9697 | 428 | 0.8224 | 0.1141 | 0.8224 | 0.9069 |
266
- | No log | 13.0303 | 430 | 0.8477 | -0.0581 | 0.8477 | 0.9207 |
267
- | No log | 13.0909 | 432 | 0.8562 | -0.0543 | 0.8562 | 0.9253 |
268
- | No log | 13.1515 | 434 | 0.8029 | -0.1268 | 0.8029 | 0.8961 |
269
- | No log | 13.2121 | 436 | 0.8073 | -0.0849 | 0.8073 | 0.8985 |
270
- | No log | 13.2727 | 438 | 0.7643 | 0.0973 | 0.7643 | 0.8743 |
271
- | No log | 13.3333 | 440 | 0.7696 | 0.0874 | 0.7696 | 0.8773 |
272
- | No log | 13.3939 | 442 | 0.8467 | 0.0285 | 0.8467 | 0.9202 |
273
- | No log | 13.4545 | 444 | 0.9865 | -0.0423 | 0.9865 | 0.9932 |
274
- | No log | 13.5152 | 446 | 0.9653 | 0.0772 | 0.9653 | 0.9825 |
275
- | No log | 13.5758 | 448 | 0.8518 | -0.1333 | 0.8518 | 0.9229 |
276
- | No log | 13.6364 | 450 | 0.8791 | -0.0711 | 0.8791 | 0.9376 |
277
- | No log | 13.6970 | 452 | 0.8785 | -0.0303 | 0.8785 | 0.9373 |
278
- | No log | 13.7576 | 454 | 0.8245 | -0.0599 | 0.8245 | 0.9080 |
279
- | No log | 13.8182 | 456 | 0.8267 | -0.0599 | 0.8267 | 0.9092 |
280
- | No log | 13.8788 | 458 | 0.8746 | 0.0913 | 0.8746 | 0.9352 |
281
- | No log | 13.9394 | 460 | 0.8695 | 0.0586 | 0.8695 | 0.9325 |
282
- | No log | 14.0 | 462 | 0.8639 | -0.0647 | 0.8639 | 0.9295 |
283
- | No log | 14.0606 | 464 | 0.8743 | -0.0566 | 0.8743 | 0.9350 |
284
- | No log | 14.1212 | 466 | 0.9133 | -0.1422 | 0.9133 | 0.9557 |
285
- | No log | 14.1818 | 468 | 0.9386 | -0.1099 | 0.9386 | 0.9688 |
286
- | No log | 14.2424 | 470 | 0.9170 | -0.1099 | 0.9170 | 0.9576 |
287
- | No log | 14.3030 | 472 | 0.9509 | -0.1323 | 0.9509 | 0.9751 |
288
- | No log | 14.3636 | 474 | 0.9205 | -0.1054 | 0.9205 | 0.9594 |
289
- | No log | 14.4242 | 476 | 0.9051 | -0.0844 | 0.9051 | 0.9513 |
290
- | No log | 14.4848 | 478 | 0.9704 | -0.1107 | 0.9704 | 0.9851 |
291
- | No log | 14.5455 | 480 | 1.0287 | 0.0587 | 1.0287 | 1.0143 |
292
- | No log | 14.6061 | 482 | 0.9651 | -0.0393 | 0.9651 | 0.9824 |
293
- | No log | 14.6667 | 484 | 0.9007 | -0.0251 | 0.9007 | 0.9491 |
294
- | No log | 14.7273 | 486 | 0.8833 | -0.0870 | 0.8833 | 0.9398 |
295
- | No log | 14.7879 | 488 | 0.8989 | -0.0844 | 0.8989 | 0.9481 |
296
- | No log | 14.8485 | 490 | 0.9093 | -0.0853 | 0.9093 | 0.9536 |
297
- | No log | 14.9091 | 492 | 0.9225 | 0.0134 | 0.9225 | 0.9604 |
298
- | No log | 14.9697 | 494 | 0.8956 | -0.0007 | 0.8956 | 0.9464 |
299
- | No log | 15.0303 | 496 | 0.8545 | -0.0475 | 0.8545 | 0.9244 |
300
- | No log | 15.0909 | 498 | 0.9503 | -0.0722 | 0.9503 | 0.9748 |
301
- | 0.306 | 15.1515 | 500 | 0.9903 | -0.0317 | 0.9903 | 0.9951 |
302
- | 0.306 | 15.2121 | 502 | 0.9486 | -0.1709 | 0.9486 | 0.9739 |
303
- | 0.306 | 15.2727 | 504 | 0.8837 | -0.1142 | 0.8837 | 0.9401 |
304
- | 0.306 | 15.3333 | 506 | 0.8138 | -0.1397 | 0.8138 | 0.9021 |
305
- | 0.306 | 15.3939 | 508 | 0.7846 | 0.0549 | 0.7846 | 0.8858 |
306
- | 0.306 | 15.4545 | 510 | 0.8156 | 0.0476 | 0.8156 | 0.9031 |
307
- | 0.306 | 15.5152 | 512 | 0.8369 | -0.0251 | 0.8369 | 0.9148 |
308
- | 0.306 | 15.5758 | 514 | 0.8780 | 0.0069 | 0.8780 | 0.9370 |
309
- | 0.306 | 15.6364 | 516 | 0.9708 | -0.0221 | 0.9708 | 0.9853 |
310
- | 0.306 | 15.6970 | 518 | 0.9846 | -0.0221 | 0.9846 | 0.9923 |
311
- | 0.306 | 15.7576 | 520 | 0.9336 | 0.0549 | 0.9336 | 0.9662 |
312
- | 0.306 | 15.8182 | 522 | 0.8707 | -0.0441 | 0.8707 | 0.9331 |
313
- | 0.306 | 15.8788 | 524 | 0.8495 | 0.0257 | 0.8495 | 0.9217 |
314
- | 0.306 | 15.9394 | 526 | 0.8197 | -0.0138 | 0.8197 | 0.9054 |
315
- | 0.306 | 16.0 | 528 | 0.7951 | 0.0282 | 0.7951 | 0.8917 |
316
- | 0.306 | 16.0606 | 530 | 0.7785 | 0.0355 | 0.7785 | 0.8823 |
317
- | 0.306 | 16.1212 | 532 | 0.7932 | -0.0541 | 0.7932 | 0.8906 |
318
- | 0.306 | 16.1818 | 534 | 0.7954 | -0.1088 | 0.7954 | 0.8918 |
319
- | 0.306 | 16.2424 | 536 | 0.8050 | -0.0967 | 0.8050 | 0.8972 |
320
- | 0.306 | 16.3030 | 538 | 0.8470 | -0.1142 | 0.8470 | 0.9203 |
321
- | 0.306 | 16.3636 | 540 | 0.8810 | -0.1033 | 0.8810 | 0.9386 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
322
 
323
 
324
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k14_task3_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_run2_AugV5_k14_task3_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.7221
19
+ - Qwk: -0.1067
20
+ - Mse: 0.7221
21
+ - Rmse: 0.8497
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0571 | 2 | 3.8045 | -0.0154 | 3.8045 | 1.9505 |
53
+ | No log | 0.1143 | 4 | 1.7555 | 0.0943 | 1.7555 | 1.3250 |
54
+ | No log | 0.1714 | 6 | 1.7680 | 0.0674 | 1.7680 | 1.3297 |
55
+ | No log | 0.2286 | 8 | 1.3604 | -0.0145 | 1.3604 | 1.1664 |
56
+ | No log | 0.2857 | 10 | 1.3298 | -0.0619 | 1.3298 | 1.1532 |
57
+ | No log | 0.3429 | 12 | 0.8868 | -0.1253 | 0.8868 | 0.9417 |
58
+ | No log | 0.4 | 14 | 0.6477 | 0.1512 | 0.6477 | 0.8048 |
59
+ | No log | 0.4571 | 16 | 0.7048 | 0.0628 | 0.7048 | 0.8395 |
60
+ | No log | 0.5143 | 18 | 1.1485 | 0.0651 | 1.1485 | 1.0717 |
61
+ | No log | 0.5714 | 20 | 1.2589 | -0.0736 | 1.2589 | 1.1220 |
62
+ | No log | 0.6286 | 22 | 1.2198 | 0.0032 | 1.2198 | 1.1044 |
63
+ | No log | 0.6857 | 24 | 1.2818 | -0.0247 | 1.2818 | 1.1321 |
64
+ | No log | 0.7429 | 26 | 1.2979 | 0.0 | 1.2979 | 1.1392 |
65
+ | No log | 0.8 | 28 | 1.2030 | 0.0 | 1.2030 | 1.0968 |
66
+ | No log | 0.8571 | 30 | 1.0049 | 0.0 | 1.0049 | 1.0025 |
67
+ | No log | 0.9143 | 32 | 0.8543 | -0.0583 | 0.8543 | 0.9243 |
68
+ | No log | 0.9714 | 34 | 0.8049 | 0.1318 | 0.8049 | 0.8972 |
69
+ | No log | 1.0286 | 36 | 0.8067 | 0.0628 | 0.8067 | 0.8982 |
70
+ | No log | 1.0857 | 38 | 0.9197 | 0.0100 | 0.9197 | 0.9590 |
71
+ | No log | 1.1429 | 40 | 0.8611 | 0.1456 | 0.8611 | 0.9280 |
72
+ | No log | 1.2 | 42 | 0.7544 | 0.1021 | 0.7544 | 0.8685 |
73
+ | No log | 1.2571 | 44 | 0.7782 | 0.0374 | 0.7782 | 0.8822 |
74
+ | No log | 1.3143 | 46 | 0.8127 | 0.0129 | 0.8127 | 0.9015 |
75
+ | No log | 1.3714 | 48 | 0.9352 | -0.0207 | 0.9352 | 0.9671 |
76
+ | No log | 1.4286 | 50 | 1.4720 | 0.0 | 1.4720 | 1.2133 |
77
+ | No log | 1.4857 | 52 | 1.4054 | 0.0 | 1.4054 | 1.1855 |
78
+ | No log | 1.5429 | 54 | 1.0034 | 0.0032 | 1.0034 | 1.0017 |
79
+ | No log | 1.6 | 56 | 0.8318 | 0.0017 | 0.8318 | 0.9120 |
80
+ | No log | 1.6571 | 58 | 0.8149 | 0.0260 | 0.8149 | 0.9027 |
81
+ | No log | 1.7143 | 60 | 0.9996 | -0.1281 | 0.9996 | 0.9998 |
82
+ | No log | 1.7714 | 62 | 0.8732 | -0.1257 | 0.8732 | 0.9345 |
83
+ | No log | 1.8286 | 64 | 0.7554 | 0.0 | 0.7554 | 0.8692 |
84
+ | No log | 1.8857 | 66 | 0.6816 | -0.0626 | 0.6816 | 0.8256 |
85
+ | No log | 1.9429 | 68 | 0.8102 | -0.0101 | 0.8102 | 0.9001 |
86
+ | No log | 2.0 | 70 | 1.1065 | 0.0100 | 1.1065 | 1.0519 |
87
+ | No log | 2.0571 | 72 | 1.6643 | 0.0425 | 1.6643 | 1.2901 |
88
+ | No log | 2.1143 | 74 | 1.2251 | -0.0490 | 1.2251 | 1.1068 |
89
+ | No log | 2.1714 | 76 | 0.7754 | -0.0331 | 0.7754 | 0.8806 |
90
+ | No log | 2.2286 | 78 | 0.6991 | 0.0555 | 0.6991 | 0.8361 |
91
+ | No log | 2.2857 | 80 | 0.7061 | 0.1657 | 0.7061 | 0.8403 |
92
+ | No log | 2.3429 | 82 | 0.8681 | -0.0079 | 0.8681 | 0.9317 |
93
+ | No log | 2.4 | 84 | 1.0098 | -0.0236 | 1.0098 | 1.0049 |
94
+ | No log | 2.4571 | 86 | 1.0014 | -0.0253 | 1.0014 | 1.0007 |
95
+ | No log | 2.5143 | 88 | 0.9659 | -0.0658 | 0.9659 | 0.9828 |
96
+ | No log | 2.5714 | 90 | 1.0062 | -0.0704 | 1.0062 | 1.0031 |
97
+ | No log | 2.6286 | 92 | 0.9799 | -0.0982 | 0.9799 | 0.9899 |
98
+ | No log | 2.6857 | 94 | 0.9416 | -0.1282 | 0.9416 | 0.9704 |
99
+ | No log | 2.7429 | 96 | 0.9498 | -0.0972 | 0.9498 | 0.9746 |
100
+ | No log | 2.8 | 98 | 0.9684 | -0.0423 | 0.9684 | 0.9841 |
101
+ | No log | 2.8571 | 100 | 0.9130 | -0.0930 | 0.9130 | 0.9555 |
102
+ | No log | 2.9143 | 102 | 0.9075 | -0.2044 | 0.9075 | 0.9526 |
103
+ | No log | 2.9714 | 104 | 0.8961 | -0.1259 | 0.8961 | 0.9466 |
104
+ | No log | 3.0286 | 106 | 0.9180 | -0.0886 | 0.9180 | 0.9581 |
105
+ | No log | 3.0857 | 108 | 0.9123 | -0.0861 | 0.9123 | 0.9551 |
106
+ | No log | 3.1429 | 110 | 0.7876 | -0.0679 | 0.7876 | 0.8875 |
107
+ | No log | 3.2 | 112 | 0.7300 | 0.0 | 0.7300 | 0.8544 |
108
+ | No log | 3.2571 | 114 | 0.7539 | -0.0644 | 0.7539 | 0.8683 |
109
+ | No log | 3.3143 | 116 | 0.8808 | -0.1676 | 0.8808 | 0.9385 |
110
+ | No log | 3.3714 | 118 | 0.7913 | -0.1223 | 0.7913 | 0.8895 |
111
+ | No log | 3.4286 | 120 | 0.7757 | -0.0626 | 0.7757 | 0.8808 |
112
+ | No log | 3.4857 | 122 | 0.7814 | -0.0626 | 0.7814 | 0.8840 |
113
+ | No log | 3.5429 | 124 | 0.8235 | -0.1244 | 0.8235 | 0.9075 |
114
+ | No log | 3.6 | 126 | 0.9461 | -0.0878 | 0.9461 | 0.9727 |
115
+ | No log | 3.6571 | 128 | 0.9583 | -0.0902 | 0.9583 | 0.9789 |
116
+ | No log | 3.7143 | 130 | 0.8600 | -0.0371 | 0.8600 | 0.9274 |
117
+ | No log | 3.7714 | 132 | 0.7999 | -0.0240 | 0.7999 | 0.8944 |
118
+ | No log | 3.8286 | 134 | 0.7802 | 0.0460 | 0.7802 | 0.8833 |
119
+ | No log | 3.8857 | 136 | 0.7732 | 0.0506 | 0.7732 | 0.8793 |
120
+ | No log | 3.9429 | 138 | 0.7791 | -0.0035 | 0.7791 | 0.8827 |
121
+ | No log | 4.0 | 140 | 0.9090 | -0.1251 | 0.9090 | 0.9534 |
122
+ | No log | 4.0571 | 142 | 0.8576 | -0.1180 | 0.8576 | 0.9261 |
123
+ | No log | 4.1143 | 144 | 0.8875 | -0.1146 | 0.8875 | 0.9421 |
124
+ | No log | 4.1714 | 146 | 0.8844 | 0.0663 | 0.8844 | 0.9404 |
125
+ | No log | 4.2286 | 148 | 0.8503 | 0.0094 | 0.8503 | 0.9221 |
126
+ | No log | 4.2857 | 150 | 0.8013 | -0.0035 | 0.8013 | 0.8952 |
127
+ | No log | 4.3429 | 152 | 0.9829 | -0.0842 | 0.9829 | 0.9914 |
128
+ | No log | 4.4 | 154 | 0.8889 | -0.0801 | 0.8889 | 0.9428 |
129
+ | No log | 4.4571 | 156 | 0.8054 | -0.0035 | 0.8054 | 0.8974 |
130
+ | No log | 4.5143 | 158 | 0.8172 | -0.0035 | 0.8172 | 0.9040 |
131
+ | No log | 4.5714 | 160 | 0.8366 | -0.1010 | 0.8366 | 0.9147 |
132
+ | No log | 4.6286 | 162 | 0.9041 | -0.2338 | 0.9041 | 0.9509 |
133
+ | No log | 4.6857 | 164 | 0.9252 | -0.0566 | 0.9252 | 0.9619 |
134
+ | No log | 4.7429 | 166 | 0.9348 | -0.0661 | 0.9348 | 0.9668 |
135
+ | No log | 4.8 | 168 | 0.9651 | -0.0138 | 0.9651 | 0.9824 |
136
+ | No log | 4.8571 | 170 | 0.9881 | -0.1194 | 0.9881 | 0.9941 |
137
+ | No log | 4.9143 | 172 | 0.8322 | -0.1201 | 0.8322 | 0.9122 |
138
+ | No log | 4.9714 | 174 | 0.7331 | 0.0 | 0.7331 | 0.8562 |
139
+ | No log | 5.0286 | 176 | 0.7411 | 0.0555 | 0.7411 | 0.8609 |
140
+ | No log | 5.0857 | 178 | 0.7453 | 0.0 | 0.7453 | 0.8633 |
141
+ | No log | 5.1429 | 180 | 0.7481 | 0.0555 | 0.7481 | 0.8649 |
142
+ | No log | 5.2 | 182 | 0.8133 | -0.1399 | 0.8133 | 0.9018 |
143
+ | No log | 5.2571 | 184 | 0.9653 | -0.1245 | 0.9653 | 0.9825 |
144
+ | No log | 5.3143 | 186 | 1.0020 | -0.1959 | 1.0020 | 1.0010 |
145
+ | No log | 5.3714 | 188 | 1.0656 | -0.2227 | 1.0656 | 1.0323 |
146
+ | No log | 5.4286 | 190 | 1.2494 | -0.0839 | 1.2494 | 1.1178 |
147
+ | No log | 5.4857 | 192 | 1.3879 | -0.0120 | 1.3879 | 1.1781 |
148
+ | No log | 5.5429 | 194 | 1.2393 | -0.1016 | 1.2393 | 1.1132 |
149
+ | No log | 5.6 | 196 | 1.0591 | -0.0996 | 1.0591 | 1.0291 |
150
+ | No log | 5.6571 | 198 | 0.8762 | 0.0061 | 0.8762 | 0.9361 |
151
+ | No log | 5.7143 | 200 | 1.0022 | -0.0442 | 1.0022 | 1.0011 |
152
+ | No log | 5.7714 | 202 | 0.9653 | -0.1623 | 0.9653 | 0.9825 |
153
+ | No log | 5.8286 | 204 | 0.9299 | -0.0173 | 0.9299 | 0.9643 |
154
+ | No log | 5.8857 | 206 | 1.1347 | -0.0747 | 1.1347 | 1.0652 |
155
+ | No log | 5.9429 | 208 | 1.0669 | -0.0996 | 1.0669 | 1.0329 |
156
+ | No log | 6.0 | 210 | 0.8882 | -0.0513 | 0.8882 | 0.9424 |
157
+ | No log | 6.0571 | 212 | 0.8037 | -0.1473 | 0.8037 | 0.8965 |
158
+ | No log | 6.1143 | 214 | 0.7697 | 0.0 | 0.7697 | 0.8773 |
159
+ | No log | 6.1714 | 216 | 0.7723 | -0.0662 | 0.7723 | 0.8788 |
160
+ | No log | 6.2286 | 218 | 0.7813 | 0.0035 | 0.7813 | 0.8839 |
161
+ | No log | 6.2857 | 220 | 0.8477 | -0.1551 | 0.8477 | 0.9207 |
162
+ | No log | 6.3429 | 222 | 0.8966 | -0.0513 | 0.8966 | 0.9469 |
163
+ | No log | 6.4 | 224 | 0.8720 | -0.0678 | 0.8720 | 0.9338 |
164
+ | No log | 6.4571 | 226 | 0.8171 | 0.0621 | 0.8171 | 0.9039 |
165
+ | No log | 6.5143 | 228 | 0.7750 | 0.0035 | 0.7750 | 0.8803 |
166
+ | No log | 6.5714 | 230 | 0.7292 | 0.0035 | 0.7292 | 0.8540 |
167
+ | No log | 6.6286 | 232 | 0.7163 | 0.0571 | 0.7163 | 0.8463 |
168
+ | No log | 6.6857 | 234 | 0.7561 | -0.0499 | 0.7561 | 0.8696 |
169
+ | No log | 6.7429 | 236 | 0.8712 | -0.0121 | 0.8712 | 0.9334 |
170
+ | No log | 6.8 | 238 | 0.9004 | -0.0761 | 0.9004 | 0.9489 |
171
+ | No log | 6.8571 | 240 | 0.8378 | -0.0591 | 0.8378 | 0.9153 |
172
+ | No log | 6.9143 | 242 | 0.7899 | -0.1153 | 0.7899 | 0.8888 |
173
+ | No log | 6.9714 | 244 | 0.7860 | -0.0035 | 0.7860 | 0.8866 |
174
+ | No log | 7.0286 | 246 | 0.8739 | -0.0887 | 0.8739 | 0.9348 |
175
+ | No log | 7.0857 | 248 | 0.9352 | -0.1323 | 0.9352 | 0.9670 |
176
+ | No log | 7.1429 | 250 | 0.8755 | -0.0591 | 0.8755 | 0.9357 |
177
+ | No log | 7.2 | 252 | 0.7509 | 0.0068 | 0.7509 | 0.8666 |
178
+ | No log | 7.2571 | 254 | 0.7459 | -0.0033 | 0.7459 | 0.8637 |
179
+ | No log | 7.3143 | 256 | 0.7513 | 0.0033 | 0.7513 | 0.8668 |
180
+ | No log | 7.3714 | 258 | 0.7951 | -0.1399 | 0.7951 | 0.8917 |
181
+ | No log | 7.4286 | 260 | 0.9493 | -0.0616 | 0.9493 | 0.9743 |
182
+ | No log | 7.4857 | 262 | 1.0598 | -0.0337 | 1.0598 | 1.0295 |
183
+ | No log | 7.5429 | 264 | 0.9515 | -0.1011 | 0.9515 | 0.9754 |
184
+ | No log | 7.6 | 266 | 0.8479 | -0.0595 | 0.8479 | 0.9208 |
185
+ | No log | 7.6571 | 268 | 0.9719 | -0.0474 | 0.9719 | 0.9859 |
186
+ | No log | 7.7143 | 270 | 1.0273 | -0.0518 | 1.0273 | 1.0135 |
187
+ | No log | 7.7714 | 272 | 0.8000 | -0.0725 | 0.8000 | 0.8944 |
188
+ | No log | 7.8286 | 274 | 0.8310 | -0.0826 | 0.8310 | 0.9116 |
189
+ | No log | 7.8857 | 276 | 0.9325 | -0.0722 | 0.9325 | 0.9657 |
190
+ | No log | 7.9429 | 278 | 0.9287 | -0.0377 | 0.9287 | 0.9637 |
191
+ | No log | 8.0 | 280 | 0.8737 | -0.0181 | 0.8737 | 0.9347 |
192
+ | No log | 8.0571 | 282 | 0.8070 | -0.0406 | 0.8070 | 0.8983 |
193
+ | No log | 8.1143 | 284 | 0.7711 | -0.0035 | 0.7711 | 0.8781 |
194
+ | No log | 8.1714 | 286 | 0.8006 | 0.0 | 0.8006 | 0.8948 |
195
+ | No log | 8.2286 | 288 | 0.9198 | -0.0063 | 0.9198 | 0.9591 |
196
+ | No log | 8.2857 | 290 | 1.0760 | -0.0099 | 1.0760 | 1.0373 |
197
+ | No log | 8.3429 | 292 | 1.0464 | 0.0833 | 1.0464 | 1.0229 |
198
+ | No log | 8.4 | 294 | 1.0137 | 0.0502 | 1.0137 | 1.0068 |
199
+ | No log | 8.4571 | 296 | 1.0814 | 0.0549 | 1.0814 | 1.0399 |
200
+ | No log | 8.5143 | 298 | 0.9957 | -0.0521 | 0.9957 | 0.9978 |
201
+ | No log | 8.5714 | 300 | 0.8271 | -0.1263 | 0.8271 | 0.9095 |
202
+ | No log | 8.6286 | 302 | 0.7702 | -0.0939 | 0.7702 | 0.8776 |
203
+ | No log | 8.6857 | 304 | 0.7938 | -0.1329 | 0.7938 | 0.8910 |
204
+ | No log | 8.7429 | 306 | 0.8519 | -0.1606 | 0.8519 | 0.9230 |
205
+ | No log | 8.8 | 308 | 0.9689 | -0.1422 | 0.9689 | 0.9843 |
206
+ | No log | 8.8571 | 310 | 1.0553 | 0.0180 | 1.0553 | 1.0273 |
207
+ | No log | 8.9143 | 312 | 0.9382 | -0.1530 | 0.9382 | 0.9686 |
208
+ | No log | 8.9714 | 314 | 0.9011 | -0.1775 | 0.9011 | 0.9492 |
209
+ | No log | 9.0286 | 316 | 0.8842 | -0.1354 | 0.8842 | 0.9403 |
210
+ | No log | 9.0857 | 318 | 0.8691 | -0.0934 | 0.8691 | 0.9322 |
211
+ | No log | 9.1429 | 320 | 0.8432 | -0.1413 | 0.8432 | 0.9183 |
212
+ | No log | 9.2 | 322 | 0.9733 | -0.0930 | 0.9733 | 0.9866 |
213
+ | No log | 9.2571 | 324 | 1.1479 | 0.0316 | 1.1479 | 1.0714 |
214
+ | No log | 9.3143 | 326 | 1.2227 | 0.0360 | 1.2227 | 1.1058 |
215
+ | No log | 9.3714 | 328 | 1.0700 | 0.0254 | 1.0700 | 1.0344 |
216
+ | No log | 9.4286 | 330 | 0.8569 | -0.1091 | 0.8569 | 0.9257 |
217
+ | No log | 9.4857 | 332 | 0.7525 | -0.0131 | 0.7525 | 0.8675 |
218
+ | No log | 9.5429 | 334 | 0.7338 | -0.0160 | 0.7338 | 0.8566 |
219
+ | No log | 9.6 | 336 | 0.7349 | -0.1001 | 0.7349 | 0.8573 |
220
+ | No log | 9.6571 | 338 | 0.8224 | 0.0271 | 0.8224 | 0.9068 |
221
+ | No log | 9.7143 | 340 | 0.8345 | 0.1536 | 0.8345 | 0.9135 |
222
+ | No log | 9.7714 | 342 | 0.8771 | 0.0433 | 0.8771 | 0.9365 |
223
+ | No log | 9.8286 | 344 | 0.9175 | 0.0072 | 0.9175 | 0.9579 |
224
+ | No log | 9.8857 | 346 | 0.8510 | -0.0982 | 0.8510 | 0.9225 |
225
+ | No log | 9.9429 | 348 | 0.7549 | -0.0035 | 0.7549 | 0.8688 |
226
+ | No log | 10.0 | 350 | 0.7338 | -0.0035 | 0.7338 | 0.8566 |
227
+ | No log | 10.0571 | 352 | 0.7194 | -0.0035 | 0.7194 | 0.8482 |
228
+ | No log | 10.1143 | 354 | 0.7547 | 0.0035 | 0.7547 | 0.8687 |
229
+ | No log | 10.1714 | 356 | 0.8033 | -0.1263 | 0.8033 | 0.8962 |
230
+ | No log | 10.2286 | 358 | 0.8249 | -0.1086 | 0.8249 | 0.9082 |
231
+ | No log | 10.2857 | 360 | 0.7896 | -0.0881 | 0.7896 | 0.8886 |
232
+ | No log | 10.3429 | 362 | 0.8009 | -0.0826 | 0.8009 | 0.8949 |
233
+ | No log | 10.4 | 364 | 0.7756 | -0.0499 | 0.7756 | 0.8807 |
234
+ | No log | 10.4571 | 366 | 0.7917 | -0.1001 | 0.7917 | 0.8897 |
235
+ | No log | 10.5143 | 368 | 0.8142 | -0.0949 | 0.8142 | 0.9024 |
236
+ | No log | 10.5714 | 370 | 0.8006 | -0.1010 | 0.8006 | 0.8948 |
237
+ | No log | 10.6286 | 372 | 0.8033 | -0.1074 | 0.8033 | 0.8963 |
238
+ | No log | 10.6857 | 374 | 0.8302 | -0.0939 | 0.8302 | 0.9112 |
239
+ | No log | 10.7429 | 376 | 0.7519 | -0.0499 | 0.7519 | 0.8671 |
240
+ | No log | 10.8 | 378 | 0.7100 | 0.0 | 0.7100 | 0.8426 |
241
+ | No log | 10.8571 | 380 | 0.7080 | 0.0 | 0.7080 | 0.8414 |
242
+ | No log | 10.9143 | 382 | 0.7295 | -0.1067 | 0.7295 | 0.8541 |
243
+ | No log | 10.9714 | 384 | 0.7348 | -0.0035 | 0.7348 | 0.8572 |
244
+ | No log | 11.0286 | 386 | 0.7677 | -0.0406 | 0.7677 | 0.8762 |
245
+ | No log | 11.0857 | 388 | 0.9086 | -0.1422 | 0.9086 | 0.9532 |
246
+ | No log | 11.1429 | 390 | 1.1324 | 0.0350 | 1.1324 | 1.0641 |
247
+ | No log | 11.2 | 392 | 1.1884 | 0.0408 | 1.1884 | 1.0901 |
248
+ | No log | 11.2571 | 394 | 1.0993 | -0.0210 | 1.0993 | 1.0485 |
249
+ | No log | 11.3143 | 396 | 0.9439 | 0.0092 | 0.9439 | 0.9715 |
250
+ | No log | 11.3714 | 398 | 0.7872 | -0.0322 | 0.7872 | 0.8872 |
251
+ | No log | 11.4286 | 400 | 0.7442 | 0.1512 | 0.7442 | 0.8626 |
252
+ | No log | 11.4857 | 402 | 0.7798 | 0.0714 | 0.7798 | 0.8831 |
253
+ | No log | 11.5429 | 404 | 0.7691 | 0.1259 | 0.7691 | 0.8770 |
254
+ | No log | 11.6 | 406 | 0.7246 | 0.0555 | 0.7246 | 0.8512 |
255
+ | No log | 11.6571 | 408 | 0.7507 | 0.0 | 0.7507 | 0.8664 |
256
+ | No log | 11.7143 | 410 | 0.7903 | -0.1551 | 0.7903 | 0.8890 |
257
+ | No log | 11.7714 | 412 | 0.8288 | -0.0284 | 0.8288 | 0.9104 |
258
+ | No log | 11.8286 | 414 | 0.8237 | -0.0826 | 0.8237 | 0.9076 |
259
+ | No log | 11.8857 | 416 | 0.7736 | -0.1137 | 0.7736 | 0.8796 |
260
+ | No log | 11.9429 | 418 | 0.7382 | -0.0035 | 0.7382 | 0.8592 |
261
+ | No log | 12.0 | 420 | 0.8003 | 0.1318 | 0.8003 | 0.8946 |
262
+ | No log | 12.0571 | 422 | 0.7955 | 0.0857 | 0.7955 | 0.8919 |
263
+ | No log | 12.1143 | 424 | 0.7694 | -0.0035 | 0.7694 | 0.8772 |
264
+ | No log | 12.1714 | 426 | 0.8394 | -0.0724 | 0.8394 | 0.9162 |
265
+ | No log | 12.2286 | 428 | 0.8826 | -0.0887 | 0.8826 | 0.9395 |
266
+ | No log | 12.2857 | 430 | 0.8676 | 0.0328 | 0.8676 | 0.9315 |
267
+ | No log | 12.3429 | 432 | 0.8268 | -0.0248 | 0.8268 | 0.9093 |
268
+ | No log | 12.4 | 434 | 0.7681 | -0.1001 | 0.7681 | 0.8764 |
269
+ | No log | 12.4571 | 436 | 0.7430 | -0.1074 | 0.7430 | 0.8620 |
270
+ | No log | 12.5143 | 438 | 0.7433 | 0.0 | 0.7433 | 0.8621 |
271
+ | No log | 12.5714 | 440 | 0.7485 | -0.1010 | 0.7485 | 0.8652 |
272
+ | No log | 12.6286 | 442 | 0.7850 | -0.1473 | 0.7850 | 0.8860 |
273
+ | No log | 12.6857 | 444 | 0.8245 | -0.1329 | 0.8245 | 0.9080 |
274
+ | No log | 12.7429 | 446 | 0.8154 | -0.1399 | 0.8154 | 0.9030 |
275
+ | No log | 12.8 | 448 | 0.8226 | -0.1329 | 0.8226 | 0.9070 |
276
+ | No log | 12.8571 | 450 | 0.8034 | -0.1399 | 0.8034 | 0.8963 |
277
+ | No log | 12.9143 | 452 | 0.7644 | -0.1001 | 0.7644 | 0.8743 |
278
+ | No log | 12.9714 | 454 | 0.7639 | -0.1067 | 0.7639 | 0.8740 |
279
+ | No log | 13.0286 | 456 | 0.8117 | -0.1001 | 0.8117 | 0.9010 |
280
+ | No log | 13.0857 | 458 | 0.9326 | -0.1145 | 0.9326 | 0.9657 |
281
+ | No log | 13.1429 | 460 | 0.9767 | 0.0111 | 0.9767 | 0.9883 |
282
+ | No log | 13.2 | 462 | 0.9358 | -0.0408 | 0.9358 | 0.9674 |
283
+ | No log | 13.2571 | 464 | 0.8394 | -0.1753 | 0.8394 | 0.9162 |
284
+ | No log | 13.3143 | 466 | 0.7550 | 0.0 | 0.7550 | 0.8689 |
285
+ | No log | 13.3714 | 468 | 0.7229 | -0.0035 | 0.7229 | 0.8502 |
286
+ | No log | 13.4286 | 470 | 0.7046 | 0.0 | 0.7046 | 0.8394 |
287
+ | No log | 13.4857 | 472 | 0.7145 | 0.0 | 0.7145 | 0.8453 |
288
+ | No log | 13.5429 | 474 | 0.7471 | 0.0 | 0.7471 | 0.8644 |
289
+ | No log | 13.6 | 476 | 0.7877 | 0.0 | 0.7877 | 0.8875 |
290
+ | No log | 13.6571 | 478 | 0.8206 | 0.0035 | 0.8206 | 0.9059 |
291
+ | No log | 13.7143 | 480 | 0.8178 | -0.0499 | 0.8178 | 0.9043 |
292
+ | No log | 13.7714 | 482 | 0.8102 | -0.0406 | 0.8102 | 0.9001 |
293
+ | No log | 13.8286 | 484 | 0.7926 | -0.1001 | 0.7926 | 0.8903 |
294
+ | No log | 13.8857 | 486 | 0.7475 | 0.0 | 0.7475 | 0.8646 |
295
+ | No log | 13.9429 | 488 | 0.7377 | -0.0101 | 0.7377 | 0.8589 |
296
+ | No log | 14.0 | 490 | 0.7546 | 0.0759 | 0.7546 | 0.8687 |
297
+ | No log | 14.0571 | 492 | 0.7518 | 0.0759 | 0.7518 | 0.8670 |
298
+ | No log | 14.1143 | 494 | 0.7436 | 0.0506 | 0.7436 | 0.8623 |
299
+ | No log | 14.1714 | 496 | 0.7769 | -0.0939 | 0.7769 | 0.8814 |
300
+ | No log | 14.2286 | 498 | 0.8524 | -0.2357 | 0.8524 | 0.9232 |
301
+ | 0.4189 | 14.2857 | 500 | 0.8886 | -0.1775 | 0.8886 | 0.9427 |
302
+ | 0.4189 | 14.3429 | 502 | 0.8618 | -0.1709 | 0.8618 | 0.9283 |
303
+ | 0.4189 | 14.4 | 504 | 0.8559 | -0.1474 | 0.8559 | 0.9252 |
304
+ | 0.4189 | 14.4571 | 506 | 0.8202 | -0.1917 | 0.8202 | 0.9056 |
305
+ | 0.4189 | 14.5143 | 508 | 0.7755 | -0.0571 | 0.7755 | 0.8806 |
306
+ | 0.4189 | 14.5714 | 510 | 0.7681 | 0.0524 | 0.7681 | 0.8764 |
307
+ | 0.4189 | 14.6286 | 512 | 0.7677 | 0.0524 | 0.7677 | 0.8762 |
308
+ | 0.4189 | 14.6857 | 514 | 0.7697 | -0.1074 | 0.7697 | 0.8774 |
309
+ | 0.4189 | 14.7429 | 516 | 0.7765 | -0.0949 | 0.7765 | 0.8812 |
310
+ | 0.4189 | 14.8 | 518 | 0.7882 | -0.1399 | 0.7882 | 0.8878 |
311
+ | 0.4189 | 14.8571 | 520 | 0.7857 | -0.0949 | 0.7857 | 0.8864 |
312
+ | 0.4189 | 14.9143 | 522 | 0.7704 | -0.1074 | 0.7704 | 0.8777 |
313
+ | 0.4189 | 14.9714 | 524 | 0.7832 | -0.1010 | 0.7832 | 0.8850 |
314
+ | 0.4189 | 15.0286 | 526 | 0.7797 | -0.1001 | 0.7797 | 0.8830 |
315
+ | 0.4189 | 15.0857 | 528 | 0.7663 | 0.0068 | 0.7663 | 0.8754 |
316
+ | 0.4189 | 15.1429 | 530 | 0.7647 | 0.0035 | 0.7647 | 0.8745 |
317
+ | 0.4189 | 15.2 | 532 | 0.7704 | -0.1067 | 0.7704 | 0.8777 |
318
+ | 0.4189 | 15.2571 | 534 | 0.7846 | -0.1001 | 0.7846 | 0.8858 |
319
+ | 0.4189 | 15.3143 | 536 | 0.8406 | -0.0774 | 0.8406 | 0.9168 |
320
+ | 0.4189 | 15.3714 | 538 | 0.8623 | -0.0214 | 0.8623 | 0.9286 |
321
+ | 0.4189 | 15.4286 | 540 | 0.8402 | -0.0774 | 0.8402 | 0.9166 |
322
+ | 0.4189 | 15.4857 | 542 | 0.7851 | -0.1067 | 0.7851 | 0.8861 |
323
+ | 0.4189 | 15.5429 | 544 | 0.7348 | 0.0035 | 0.7348 | 0.8572 |
324
+ | 0.4189 | 15.6 | 546 | 0.7110 | 0.0 | 0.7110 | 0.8432 |
325
+ | 0.4189 | 15.6571 | 548 | 0.7107 | 0.0 | 0.7107 | 0.8430 |
326
+ | 0.4189 | 15.7143 | 550 | 0.7270 | 0.0035 | 0.7270 | 0.8527 |
327
+ | 0.4189 | 15.7714 | 552 | 0.7649 | 0.0035 | 0.7649 | 0.8746 |
328
+ | 0.4189 | 15.8286 | 554 | 0.7818 | -0.0451 | 0.7818 | 0.8842 |
329
+ | 0.4189 | 15.8857 | 556 | 0.8008 | -0.0451 | 0.8008 | 0.8949 |
330
+ | 0.4189 | 15.9429 | 558 | 0.7830 | -0.1067 | 0.7830 | 0.8849 |
331
+ | 0.4189 | 16.0 | 560 | 0.7480 | 0.0035 | 0.7480 | 0.8649 |
332
+ | 0.4189 | 16.0571 | 562 | 0.7509 | 0.0035 | 0.7509 | 0.8665 |
333
+ | 0.4189 | 16.1143 | 564 | 0.7818 | -0.1551 | 0.7818 | 0.8842 |
334
+ | 0.4189 | 16.1714 | 566 | 0.7866 | -0.1473 | 0.7866 | 0.8869 |
335
+ | 0.4189 | 16.2286 | 568 | 0.7766 | -0.1551 | 0.7766 | 0.8812 |
336
+ | 0.4189 | 16.2857 | 570 | 0.7607 | -0.1551 | 0.7607 | 0.8722 |
337
+ | 0.4189 | 16.3429 | 572 | 0.7612 | -0.1067 | 0.7612 | 0.8725 |
338
+ | 0.4189 | 16.4 | 574 | 0.7439 | 0.0035 | 0.7439 | 0.8625 |
339
+ | 0.4189 | 16.4571 | 576 | 0.7228 | 0.0035 | 0.7228 | 0.8502 |
340
+ | 0.4189 | 16.5143 | 578 | 0.7122 | 0.0035 | 0.7122 | 0.8439 |
341
+ | 0.4189 | 16.5714 | 580 | 0.7192 | 0.0035 | 0.7192 | 0.8480 |
342
+ | 0.4189 | 16.6286 | 582 | 0.7519 | -0.1067 | 0.7519 | 0.8671 |
343
+ | 0.4189 | 16.6857 | 584 | 0.8115 | -0.1551 | 0.8115 | 0.9008 |
344
+ | 0.4189 | 16.7429 | 586 | 0.8358 | -0.0939 | 0.8358 | 0.9142 |
345
+ | 0.4189 | 16.8 | 588 | 0.7946 | -0.1551 | 0.7946 | 0.8914 |
346
+ | 0.4189 | 16.8571 | 590 | 0.7582 | -0.0499 | 0.7582 | 0.8708 |
347
+ | 0.4189 | 16.9143 | 592 | 0.7614 | -0.0499 | 0.7614 | 0.8726 |
348
+ | 0.4189 | 16.9714 | 594 | 0.7644 | -0.0499 | 0.7644 | 0.8743 |
349
+ | 0.4189 | 17.0286 | 596 | 0.7849 | -0.1067 | 0.7849 | 0.8859 |
350
+ | 0.4189 | 17.0857 | 598 | 0.7954 | -0.0451 | 0.7954 | 0.8918 |
351
+ | 0.4189 | 17.1429 | 600 | 0.7977 | -0.0451 | 0.7977 | 0.8931 |
352
+ | 0.4189 | 17.2 | 602 | 0.7930 | -0.1067 | 0.7930 | 0.8905 |
353
+ | 0.4189 | 17.2571 | 604 | 0.7742 | -0.1067 | 0.7742 | 0.8799 |
354
+ | 0.4189 | 17.3143 | 606 | 0.7418 | 0.0035 | 0.7418 | 0.8613 |
355
+ | 0.4189 | 17.3714 | 608 | 0.7285 | -0.0571 | 0.7285 | 0.8535 |
356
+ | 0.4189 | 17.4286 | 610 | 0.7357 | 0.0035 | 0.7357 | 0.8577 |
357
+ | 0.4189 | 17.4857 | 612 | 0.7487 | 0.0035 | 0.7487 | 0.8653 |
358
+ | 0.4189 | 17.5429 | 614 | 0.7731 | -0.0363 | 0.7731 | 0.8793 |
359
+ | 0.4189 | 17.6 | 616 | 0.8043 | -0.0826 | 0.8043 | 0.8968 |
360
+ | 0.4189 | 17.6571 | 618 | 0.7991 | -0.0826 | 0.7991 | 0.8939 |
361
+ | 0.4189 | 17.7143 | 620 | 0.7665 | -0.0939 | 0.7665 | 0.8755 |
362
+ | 0.4189 | 17.7714 | 622 | 0.7346 | 0.0587 | 0.7346 | 0.8571 |
363
+ | 0.4189 | 17.8286 | 624 | 0.7459 | -0.0473 | 0.7459 | 0.8636 |
364
+ | 0.4189 | 17.8857 | 626 | 0.7833 | -0.1201 | 0.7833 | 0.8850 |
365
+ | 0.4189 | 17.9429 | 628 | 0.8148 | -0.0591 | 0.8148 | 0.9027 |
366
+ | 0.4189 | 18.0 | 630 | 0.8053 | 0.0673 | 0.8053 | 0.8974 |
367
+ | 0.4189 | 18.0571 | 632 | 0.7733 | 0.0148 | 0.7733 | 0.8794 |
368
+ | 0.4189 | 18.1143 | 634 | 0.7526 | -0.0473 | 0.7526 | 0.8675 |
369
+ | 0.4189 | 18.1714 | 636 | 0.7591 | -0.0473 | 0.7591 | 0.8713 |
370
+ | 0.4189 | 18.2286 | 638 | 0.8039 | -0.0724 | 0.8039 | 0.8966 |
371
+ | 0.4189 | 18.2857 | 640 | 0.8756 | -0.0093 | 0.8756 | 0.9357 |
372
+ | 0.4189 | 18.3429 | 642 | 0.9027 | -0.0408 | 0.9027 | 0.9501 |
373
+ | 0.4189 | 18.4 | 644 | 0.8581 | -0.0121 | 0.8581 | 0.9263 |
374
+ | 0.4189 | 18.4571 | 646 | 0.7769 | -0.0428 | 0.7769 | 0.8814 |
375
+ | 0.4189 | 18.5143 | 648 | 0.7566 | -0.0096 | 0.7566 | 0.8698 |
376
+ | 0.4189 | 18.5714 | 650 | 0.7678 | -0.0215 | 0.7678 | 0.8762 |
377
+ | 0.4189 | 18.6286 | 652 | 0.7498 | 0.0374 | 0.7498 | 0.8659 |
378
+ | 0.4189 | 18.6857 | 654 | 0.7551 | -0.0473 | 0.7551 | 0.8690 |
379
+ | 0.4189 | 18.7429 | 656 | 0.7906 | -0.0724 | 0.7906 | 0.8891 |
380
+ | 0.4189 | 18.8 | 658 | 0.8533 | -0.0121 | 0.8533 | 0.9237 |
381
+ | 0.4189 | 18.8571 | 660 | 0.8766 | -0.0477 | 0.8766 | 0.9363 |
382
+ | 0.4189 | 18.9143 | 662 | 0.8482 | -0.0513 | 0.8482 | 0.9210 |
383
+ | 0.4189 | 18.9714 | 664 | 0.8322 | -0.0513 | 0.8322 | 0.9123 |
384
+ | 0.4189 | 19.0286 | 666 | 0.8281 | -0.0477 | 0.8281 | 0.9100 |
385
+ | 0.4189 | 19.0857 | 668 | 0.7969 | -0.0591 | 0.7969 | 0.8927 |
386
+ | 0.4189 | 19.1429 | 670 | 0.7579 | -0.0724 | 0.7579 | 0.8706 |
387
+ | 0.4189 | 19.2 | 672 | 0.7617 | -0.0248 | 0.7617 | 0.8728 |
388
+ | 0.4189 | 19.2571 | 674 | 0.8012 | -0.0248 | 0.8012 | 0.8951 |
389
+ | 0.4189 | 19.3143 | 676 | 0.8247 | -0.0284 | 0.8247 | 0.9082 |
390
+ | 0.4189 | 19.3714 | 678 | 0.8126 | -0.0248 | 0.8126 | 0.9015 |
391
+ | 0.4189 | 19.4286 | 680 | 0.7950 | -0.0284 | 0.7950 | 0.8916 |
392
+ | 0.4189 | 19.4857 | 682 | 0.7719 | 0.0181 | 0.7719 | 0.8786 |
393
+ | 0.4189 | 19.5429 | 684 | 0.7374 | 0.0116 | 0.7374 | 0.8587 |
394
+ | 0.4189 | 19.6 | 686 | 0.7458 | 0.0394 | 0.7458 | 0.8636 |
395
+ | 0.4189 | 19.6571 | 688 | 0.7686 | 0.0680 | 0.7686 | 0.8767 |
396
+ | 0.4189 | 19.7143 | 690 | 0.7787 | 0.0680 | 0.7787 | 0.8824 |
397
+ | 0.4189 | 19.7714 | 692 | 0.7723 | -0.0446 | 0.7723 | 0.8788 |
398
+ | 0.4189 | 19.8286 | 694 | 0.8029 | 0.0151 | 0.8029 | 0.8960 |
399
+ | 0.4189 | 19.8857 | 696 | 0.8097 | -0.0566 | 0.8097 | 0.8998 |
400
+ | 0.4189 | 19.9429 | 698 | 0.8291 | -0.0089 | 0.8291 | 0.9106 |
401
+ | 0.4189 | 20.0 | 700 | 0.8208 | -0.0982 | 0.8208 | 0.9060 |
402
+ | 0.4189 | 20.0571 | 702 | 0.7645 | 0.0663 | 0.7645 | 0.8744 |
403
+ | 0.4189 | 20.1143 | 704 | 0.7080 | 0.0 | 0.7080 | 0.8414 |
404
+ | 0.4189 | 20.1714 | 706 | 0.6959 | 0.1023 | 0.6959 | 0.8342 |
405
+ | 0.4189 | 20.2286 | 708 | 0.6885 | 0.1023 | 0.6885 | 0.8298 |
406
+ | 0.4189 | 20.2857 | 710 | 0.7095 | 0.0571 | 0.7095 | 0.8423 |
407
+ | 0.4189 | 20.3429 | 712 | 0.7743 | -0.1001 | 0.7743 | 0.8799 |
408
+ | 0.4189 | 20.4 | 714 | 0.8253 | -0.1086 | 0.8253 | 0.9085 |
409
+ | 0.4189 | 20.4571 | 716 | 0.8212 | 0.0229 | 0.8212 | 0.9062 |
410
+ | 0.4189 | 20.5143 | 718 | 0.8032 | -0.1753 | 0.8032 | 0.8962 |
411
+ | 0.4189 | 20.5714 | 720 | 0.7517 | 0.0555 | 0.7517 | 0.8670 |
412
+ | 0.4189 | 20.6286 | 722 | 0.7116 | 0.0506 | 0.7116 | 0.8435 |
413
+ | 0.4189 | 20.6857 | 724 | 0.7120 | -0.0101 | 0.7120 | 0.8438 |
414
+ | 0.4189 | 20.7429 | 726 | 0.7168 | -0.0065 | 0.7168 | 0.8466 |
415
+ | 0.4189 | 20.8 | 728 | 0.7228 | -0.0541 | 0.7228 | 0.8502 |
416
+ | 0.4189 | 20.8571 | 730 | 0.7240 | -0.0541 | 0.7240 | 0.8509 |
417
+ | 0.4189 | 20.9143 | 732 | 0.7360 | -0.0473 | 0.7360 | 0.8579 |
418
+ | 0.4189 | 20.9714 | 734 | 0.7554 | -0.0939 | 0.7554 | 0.8691 |
419
+ | 0.4189 | 21.0286 | 736 | 0.7700 | -0.0363 | 0.7700 | 0.8775 |
420
+ | 0.4189 | 21.0857 | 738 | 0.7536 | -0.1001 | 0.7536 | 0.8681 |
421
+ | 0.4189 | 21.1429 | 740 | 0.7361 | -0.0493 | 0.7361 | 0.8580 |
422
+ | 0.4189 | 21.2 | 742 | 0.7395 | -0.1033 | 0.7395 | 0.8600 |
423
+ | 0.4189 | 21.2571 | 744 | 0.7524 | -0.0056 | 0.7524 | 0.8674 |
424
+ | 0.4189 | 21.3143 | 746 | 0.7726 | -0.0345 | 0.7726 | 0.8790 |
425
+ | 0.4189 | 21.3714 | 748 | 0.8016 | -0.1142 | 0.8016 | 0.8953 |
426
+ | 0.4189 | 21.4286 | 750 | 0.7974 | -0.1678 | 0.7974 | 0.8930 |
427
+ | 0.4189 | 21.4857 | 752 | 0.7849 | -0.1398 | 0.7849 | 0.8859 |
428
+ | 0.4189 | 21.5429 | 754 | 0.7762 | -0.0902 | 0.7762 | 0.8810 |
429
+ | 0.4189 | 21.6 | 756 | 0.7567 | -0.0449 | 0.7567 | 0.8699 |
430
+ | 0.4189 | 21.6571 | 758 | 0.7361 | -0.0949 | 0.7361 | 0.8579 |
431
+ | 0.4189 | 21.7143 | 760 | 0.7527 | -0.1001 | 0.7527 | 0.8676 |
432
+ | 0.4189 | 21.7714 | 762 | 0.7901 | -0.1067 | 0.7901 | 0.8889 |
433
+ | 0.4189 | 21.8286 | 764 | 0.7819 | -0.1067 | 0.7819 | 0.8843 |
434
+ | 0.4189 | 21.8857 | 766 | 0.7784 | -0.0451 | 0.7784 | 0.8823 |
435
+ | 0.4189 | 21.9429 | 768 | 0.7720 | -0.0451 | 0.7720 | 0.8787 |
436
+ | 0.4189 | 22.0 | 770 | 0.7859 | -0.0363 | 0.7859 | 0.8865 |
437
+ | 0.4189 | 22.0571 | 772 | 0.7651 | -0.0939 | 0.7651 | 0.8747 |
438
+ | 0.4189 | 22.1143 | 774 | 0.7246 | -0.1067 | 0.7246 | 0.8513 |
439
+ | 0.4189 | 22.1714 | 776 | 0.7131 | -0.0520 | 0.7131 | 0.8445 |
440
+ | 0.4189 | 22.2286 | 778 | 0.7203 | -0.1081 | 0.7203 | 0.8487 |
441
+ | 0.4189 | 22.2857 | 780 | 0.7524 | -0.0939 | 0.7524 | 0.8674 |
442
+ | 0.4189 | 22.3429 | 782 | 0.8411 | -0.0181 | 0.8411 | 0.9171 |
443
+ | 0.4189 | 22.4 | 784 | 0.9390 | 0.0008 | 0.9390 | 0.9690 |
444
+ | 0.4189 | 22.4571 | 786 | 0.9710 | 0.0030 | 0.9710 | 0.9854 |
445
+ | 0.4189 | 22.5143 | 788 | 0.9863 | 0.0030 | 0.9863 | 0.9931 |
446
+ | 0.4189 | 22.5714 | 790 | 0.9740 | 0.0030 | 0.9740 | 0.9869 |
447
+ | 0.4189 | 22.6286 | 792 | 0.9019 | 0.0008 | 0.9019 | 0.9497 |
448
+ | 0.4189 | 22.6857 | 794 | 0.8315 | -0.0678 | 0.8315 | 0.9119 |
449
+ | 0.4189 | 22.7429 | 796 | 0.7953 | -0.0881 | 0.7953 | 0.8918 |
450
+ | 0.4189 | 22.8 | 798 | 0.7641 | -0.0939 | 0.7641 | 0.8741 |
451
+ | 0.4189 | 22.8571 | 800 | 0.7594 | -0.0939 | 0.7594 | 0.8714 |
452
+ | 0.4189 | 22.9143 | 802 | 0.7646 | -0.0881 | 0.7646 | 0.8744 |
453
+ | 0.4189 | 22.9714 | 804 | 0.7923 | -0.0774 | 0.7923 | 0.8901 |
454
+ | 0.4189 | 23.0286 | 806 | 0.8137 | 0.0291 | 0.8137 | 0.9021 |
455
+ | 0.4189 | 23.0857 | 808 | 0.8402 | 0.0328 | 0.8402 | 0.9166 |
456
+ | 0.4189 | 23.1429 | 810 | 0.8600 | -0.0016 | 0.8600 | 0.9273 |
457
+ | 0.4189 | 23.2 | 812 | 0.8709 | 0.0361 | 0.8709 | 0.9332 |
458
+ | 0.4189 | 23.2571 | 814 | 0.8644 | 0.0008 | 0.8644 | 0.9297 |
459
+ | 0.4189 | 23.3143 | 816 | 0.8538 | -0.0040 | 0.8538 | 0.9240 |
460
+ | 0.4189 | 23.3714 | 818 | 0.8206 | 0.0291 | 0.8206 | 0.9059 |
461
+ | 0.4189 | 23.4286 | 820 | 0.7761 | -0.0406 | 0.7761 | 0.8810 |
462
+ | 0.4189 | 23.4857 | 822 | 0.7343 | -0.1001 | 0.7343 | 0.8569 |
463
+ | 0.4189 | 23.5429 | 824 | 0.7230 | -0.1067 | 0.7230 | 0.8503 |
464
+ | 0.4189 | 23.6 | 826 | 0.7288 | -0.1067 | 0.7288 | 0.8537 |
465
+ | 0.4189 | 23.6571 | 828 | 0.7212 | -0.1067 | 0.7212 | 0.8492 |
466
+ | 0.4189 | 23.7143 | 830 | 0.7105 | -0.1067 | 0.7105 | 0.8429 |
467
+ | 0.4189 | 23.7714 | 832 | 0.7056 | -0.0065 | 0.7056 | 0.8400 |
468
+ | 0.4189 | 23.8286 | 834 | 0.7128 | -0.0096 | 0.7128 | 0.8443 |
469
+ | 0.4189 | 23.8857 | 836 | 0.7217 | 0.0395 | 0.7217 | 0.8495 |
470
+ | 0.4189 | 23.9429 | 838 | 0.7239 | -0.0065 | 0.7239 | 0.8508 |
471
+ | 0.4189 | 24.0 | 840 | 0.7671 | -0.1067 | 0.7671 | 0.8759 |
472
+ | 0.4189 | 24.0571 | 842 | 0.8365 | -0.0214 | 0.8365 | 0.9146 |
473
+ | 0.4189 | 24.1143 | 844 | 0.8931 | 0.0741 | 0.8931 | 0.9450 |
474
+ | 0.4189 | 24.1714 | 846 | 0.8943 | 0.1171 | 0.8943 | 0.9457 |
475
+ | 0.4189 | 24.2286 | 848 | 0.8550 | 0.0251 | 0.8550 | 0.9247 |
476
+ | 0.4189 | 24.2857 | 850 | 0.8225 | -0.0284 | 0.8225 | 0.9069 |
477
+ | 0.4189 | 24.3429 | 852 | 0.8058 | -0.0284 | 0.8058 | 0.8977 |
478
+ | 0.4189 | 24.4 | 854 | 0.7992 | -0.0284 | 0.7992 | 0.8940 |
479
+ | 0.4189 | 24.4571 | 856 | 0.7831 | -0.0284 | 0.7831 | 0.8849 |
480
+ | 0.4189 | 24.5143 | 858 | 0.7567 | -0.1067 | 0.7567 | 0.8699 |
481
+ | 0.4189 | 24.5714 | 860 | 0.7447 | -0.1067 | 0.7447 | 0.8629 |
482
+ | 0.4189 | 24.6286 | 862 | 0.7325 | -0.1067 | 0.7325 | 0.8559 |
483
+ | 0.4189 | 24.6857 | 864 | 0.7229 | 0.0035 | 0.7229 | 0.8503 |
484
+ | 0.4189 | 24.7429 | 866 | 0.6983 | 0.0035 | 0.6983 | 0.8356 |
485
+ | 0.4189 | 24.8 | 868 | 0.6884 | 0.1082 | 0.6884 | 0.8297 |
486
+ | 0.4189 | 24.8571 | 870 | 0.7011 | 0.1498 | 0.7011 | 0.8373 |
487
+ | 0.4189 | 24.9143 | 872 | 0.7329 | -0.0145 | 0.7329 | 0.8561 |
488
+ | 0.4189 | 24.9714 | 874 | 0.7468 | -0.0113 | 0.7468 | 0.8642 |
489
+ | 0.4189 | 25.0286 | 876 | 0.7619 | 0.0976 | 0.7619 | 0.8729 |
490
+ | 0.4189 | 25.0857 | 878 | 0.7875 | 0.0196 | 0.7875 | 0.8874 |
491
+ | 0.4189 | 25.1429 | 880 | 0.8129 | 0.0260 | 0.8129 | 0.9016 |
492
+ | 0.4189 | 25.2 | 882 | 0.8391 | -0.0093 | 0.8391 | 0.9160 |
493
+ | 0.4189 | 25.2571 | 884 | 0.8497 | -0.0093 | 0.8497 | 0.9218 |
494
+ | 0.4189 | 25.3143 | 886 | 0.8325 | -0.0150 | 0.8325 | 0.9124 |
495
+ | 0.4189 | 25.3714 | 888 | 0.8049 | -0.0150 | 0.8049 | 0.8971 |
496
+ | 0.4189 | 25.4286 | 890 | 0.7807 | 0.0240 | 0.7807 | 0.8836 |
497
+ | 0.4189 | 25.4857 | 892 | 0.7607 | -0.0345 | 0.7607 | 0.8722 |
498
+ | 0.4189 | 25.5429 | 894 | 0.7574 | -0.0345 | 0.7574 | 0.8703 |
499
+ | 0.4189 | 25.6 | 896 | 0.7586 | -0.0902 | 0.7586 | 0.8710 |
500
+ | 0.4189 | 25.6571 | 898 | 0.7668 | 0.0056 | 0.7668 | 0.8757 |
501
+ | 0.4189 | 25.7143 | 900 | 0.7734 | 0.0027 | 0.7734 | 0.8795 |
502
+ | 0.4189 | 25.7714 | 902 | 0.7729 | 0.0 | 0.7729 | 0.8791 |
503
+ | 0.4189 | 25.8286 | 904 | 0.7702 | 0.0357 | 0.7702 | 0.8776 |
504
+ | 0.4189 | 25.8857 | 906 | 0.7531 | 0.0432 | 0.7531 | 0.8678 |
505
+ | 0.4189 | 25.9429 | 908 | 0.7542 | -0.0385 | 0.7542 | 0.8685 |
506
+ | 0.4189 | 26.0 | 910 | 0.7666 | -0.0881 | 0.7666 | 0.8755 |
507
+ | 0.4189 | 26.0571 | 912 | 0.7556 | -0.0939 | 0.7556 | 0.8693 |
508
+ | 0.4189 | 26.1143 | 914 | 0.7354 | -0.1001 | 0.7354 | 0.8576 |
509
+ | 0.4189 | 26.1714 | 916 | 0.7322 | -0.0473 | 0.7322 | 0.8557 |
510
+ | 0.4189 | 26.2286 | 918 | 0.7389 | -0.0428 | 0.7389 | 0.8596 |
511
+ | 0.4189 | 26.2857 | 920 | 0.7501 | -0.0837 | 0.7501 | 0.8661 |
512
+ | 0.4189 | 26.3429 | 922 | 0.7672 | -0.0837 | 0.7672 | 0.8759 |
513
+ | 0.4189 | 26.4 | 924 | 0.7823 | -0.0678 | 0.7823 | 0.8845 |
514
+ | 0.4189 | 26.4571 | 926 | 0.7806 | -0.0181 | 0.7806 | 0.8835 |
515
+ | 0.4189 | 26.5143 | 928 | 0.7669 | -0.1329 | 0.7669 | 0.8758 |
516
+ | 0.4189 | 26.5714 | 930 | 0.7766 | -0.0881 | 0.7766 | 0.8812 |
517
+ | 0.4189 | 26.6286 | 932 | 0.7637 | -0.0939 | 0.7637 | 0.8739 |
518
+ | 0.4189 | 26.6857 | 934 | 0.7324 | -0.1067 | 0.7324 | 0.8558 |
519
+ | 0.4189 | 26.7429 | 936 | 0.6959 | 0.0035 | 0.6959 | 0.8342 |
520
+ | 0.4189 | 26.8 | 938 | 0.6897 | 0.0964 | 0.6897 | 0.8305 |
521
+ | 0.4189 | 26.8571 | 940 | 0.6963 | 0.0967 | 0.6963 | 0.8344 |
522
+ | 0.4189 | 26.9143 | 942 | 0.7179 | -0.0541 | 0.7179 | 0.8473 |
523
+ | 0.4189 | 26.9714 | 944 | 0.7350 | -0.1001 | 0.7350 | 0.8573 |
524
+ | 0.4189 | 27.0286 | 946 | 0.7430 | -0.1001 | 0.7430 | 0.8619 |
525
+ | 0.4189 | 27.0857 | 948 | 0.7543 | -0.1001 | 0.7543 | 0.8685 |
526
+ | 0.4189 | 27.1429 | 950 | 0.7870 | -0.1399 | 0.7870 | 0.8871 |
527
+ | 0.4189 | 27.2 | 952 | 0.7933 | -0.1473 | 0.7933 | 0.8907 |
528
+ | 0.4189 | 27.2571 | 954 | 0.7977 | -0.0881 | 0.7977 | 0.8931 |
529
+ | 0.4189 | 27.3143 | 956 | 0.8114 | -0.0284 | 0.8114 | 0.9008 |
530
+ | 0.4189 | 27.3714 | 958 | 0.7799 | -0.0406 | 0.7799 | 0.8831 |
531
+ | 0.4189 | 27.4286 | 960 | 0.7382 | 0.0035 | 0.7382 | 0.8592 |
532
+ | 0.4189 | 27.4857 | 962 | 0.7259 | 0.0035 | 0.7259 | 0.8520 |
533
+ | 0.4189 | 27.5429 | 964 | 0.7177 | 0.0035 | 0.7177 | 0.8472 |
534
+ | 0.4189 | 27.6 | 966 | 0.7228 | 0.0035 | 0.7228 | 0.8502 |
535
+ | 0.4189 | 27.6571 | 968 | 0.7467 | -0.1067 | 0.7467 | 0.8641 |
536
+ | 0.4189 | 27.7143 | 970 | 0.7648 | -0.0363 | 0.7648 | 0.8745 |
537
+ | 0.4189 | 27.7714 | 972 | 0.8177 | -0.0248 | 0.8177 | 0.9043 |
538
+ | 0.4189 | 27.8286 | 974 | 0.8398 | -0.0678 | 0.8398 | 0.9164 |
539
+ | 0.4189 | 27.8857 | 976 | 0.8236 | -0.0248 | 0.8236 | 0.9075 |
540
+ | 0.4189 | 27.9429 | 978 | 0.7939 | -0.0322 | 0.7939 | 0.8910 |
541
+ | 0.4189 | 28.0 | 980 | 0.7544 | 0.0035 | 0.7544 | 0.8686 |
542
+ | 0.4189 | 28.0571 | 982 | 0.7484 | 0.0035 | 0.7484 | 0.8651 |
543
+ | 0.4189 | 28.1143 | 984 | 0.7357 | 0.0035 | 0.7357 | 0.8577 |
544
+ | 0.4189 | 28.1714 | 986 | 0.7272 | 0.0035 | 0.7272 | 0.8527 |
545
+ | 0.4189 | 28.2286 | 988 | 0.7230 | 0.0035 | 0.7230 | 0.8503 |
546
+ | 0.4189 | 28.2857 | 990 | 0.7075 | 0.0524 | 0.7075 | 0.8411 |
547
+ | 0.4189 | 28.3429 | 992 | 0.7058 | 0.0524 | 0.7058 | 0.8401 |
548
+ | 0.4189 | 28.4 | 994 | 0.7256 | -0.1001 | 0.7256 | 0.8518 |
549
+ | 0.4189 | 28.4571 | 996 | 0.7425 | -0.1001 | 0.7425 | 0.8617 |
550
+ | 0.4189 | 28.5143 | 998 | 0.7595 | -0.1001 | 0.7595 | 0.8715 |
551
+ | 0.0611 | 28.5714 | 1000 | 0.7710 | -0.1001 | 0.7710 | 0.8781 |
552
+ | 0.0611 | 28.6286 | 1002 | 0.7786 | -0.1001 | 0.7786 | 0.8824 |
553
+ | 0.0611 | 28.6857 | 1004 | 0.7806 | -0.1067 | 0.7806 | 0.8835 |
554
+ | 0.0611 | 28.7429 | 1006 | 0.7573 | -0.1067 | 0.7573 | 0.8702 |
555
+ | 0.0611 | 28.8 | 1008 | 0.7407 | -0.1067 | 0.7407 | 0.8607 |
556
+ | 0.0611 | 28.8571 | 1010 | 0.7367 | 0.0 | 0.7367 | 0.8583 |
557
+ | 0.0611 | 28.9143 | 1012 | 0.7201 | 0.0 | 0.7201 | 0.8486 |
558
+ | 0.0611 | 28.9714 | 1014 | 0.6950 | 0.0 | 0.6950 | 0.8337 |
559
+ | 0.0611 | 29.0286 | 1016 | 0.6892 | 0.0506 | 0.6892 | 0.8302 |
560
+ | 0.0611 | 29.0857 | 1018 | 0.7113 | 0.0416 | 0.7113 | 0.8434 |
561
+ | 0.0611 | 29.1429 | 1020 | 0.7120 | 0.0524 | 0.7120 | 0.8438 |
562
+ | 0.0611 | 29.2 | 1022 | 0.7131 | 0.0524 | 0.7131 | 0.8445 |
563
+ | 0.0611 | 29.2571 | 1024 | 0.7225 | -0.1067 | 0.7225 | 0.8500 |
564
+ | 0.0611 | 29.3143 | 1026 | 0.7559 | -0.1001 | 0.7559 | 0.8694 |
565
+ | 0.0611 | 29.3714 | 1028 | 0.8091 | 0.0181 | 0.8091 | 0.8995 |
566
+ | 0.0611 | 29.4286 | 1030 | 0.8559 | -0.0284 | 0.8559 | 0.9252 |
567
+ | 0.0611 | 29.4857 | 1032 | 0.8679 | -0.0214 | 0.8679 | 0.9316 |
568
+ | 0.0611 | 29.5429 | 1034 | 0.8626 | 0.0229 | 0.8626 | 0.9288 |
569
+ | 0.0611 | 29.6 | 1036 | 0.8688 | -0.0181 | 0.8688 | 0.9321 |
570
+ | 0.0611 | 29.6571 | 1038 | 0.8354 | -0.0724 | 0.8354 | 0.9140 |
571
+ | 0.0611 | 29.7143 | 1040 | 0.8112 | -0.1263 | 0.8112 | 0.9007 |
572
+ | 0.0611 | 29.7714 | 1042 | 0.8061 | -0.0774 | 0.8061 | 0.8978 |
573
+ | 0.0611 | 29.8286 | 1044 | 0.8352 | 0.0251 | 0.8352 | 0.9139 |
574
+ | 0.0611 | 29.8857 | 1046 | 0.8549 | -0.0181 | 0.8549 | 0.9246 |
575
+ | 0.0611 | 29.9429 | 1048 | 0.8313 | -0.0181 | 0.8313 | 0.9118 |
576
+ | 0.0611 | 30.0 | 1050 | 0.7999 | -0.0214 | 0.7999 | 0.8944 |
577
+ | 0.0611 | 30.0571 | 1052 | 0.7874 | 0.0229 | 0.7874 | 0.8873 |
578
+ | 0.0611 | 30.1143 | 1054 | 0.7567 | -0.0449 | 0.7567 | 0.8699 |
579
+ | 0.0611 | 30.1714 | 1056 | 0.7578 | 0.0089 | 0.7578 | 0.8705 |
580
+ | 0.0611 | 30.2286 | 1058 | 0.7656 | 0.0148 | 0.7656 | 0.8750 |
581
+ | 0.0611 | 30.2857 | 1060 | 0.7616 | 0.0181 | 0.7616 | 0.8727 |
582
+ | 0.0611 | 30.3429 | 1062 | 0.7691 | 0.0181 | 0.7691 | 0.8770 |
583
+ | 0.0611 | 30.4 | 1064 | 0.7677 | 0.0181 | 0.7677 | 0.8762 |
584
+ | 0.0611 | 30.4571 | 1066 | 0.7343 | -0.1001 | 0.7343 | 0.8569 |
585
+ | 0.0611 | 30.5143 | 1068 | 0.7082 | -0.1067 | 0.7082 | 0.8416 |
586
+ | 0.0611 | 30.5714 | 1070 | 0.7117 | -0.1067 | 0.7117 | 0.8436 |
587
+ | 0.0611 | 30.6286 | 1072 | 0.7441 | -0.1067 | 0.7441 | 0.8626 |
588
+ | 0.0611 | 30.6857 | 1074 | 0.7729 | 0.0155 | 0.7729 | 0.8792 |
589
+ | 0.0611 | 30.7429 | 1076 | 0.7678 | 0.0155 | 0.7678 | 0.8762 |
590
+ | 0.0611 | 30.8 | 1078 | 0.7530 | -0.0406 | 0.7530 | 0.8677 |
591
+ | 0.0611 | 30.8571 | 1080 | 0.7384 | -0.0451 | 0.7384 | 0.8593 |
592
+ | 0.0611 | 30.9143 | 1082 | 0.7197 | -0.1137 | 0.7197 | 0.8483 |
593
+ | 0.0611 | 30.9714 | 1084 | 0.7017 | 0.0 | 0.7017 | 0.8377 |
594
+ | 0.0611 | 31.0286 | 1086 | 0.7011 | 0.0 | 0.7011 | 0.8373 |
595
+ | 0.0611 | 31.0857 | 1088 | 0.7145 | 0.0 | 0.7145 | 0.8453 |
596
+ | 0.0611 | 31.1429 | 1090 | 0.7329 | 0.0 | 0.7329 | 0.8561 |
597
+ | 0.0611 | 31.2 | 1092 | 0.7324 | 0.0 | 0.7324 | 0.8558 |
598
+ | 0.0611 | 31.2571 | 1094 | 0.7126 | 0.0 | 0.7126 | 0.8441 |
599
+ | 0.0611 | 31.3143 | 1096 | 0.7029 | 0.0 | 0.7029 | 0.8384 |
600
+ | 0.0611 | 31.3714 | 1098 | 0.6915 | 0.0 | 0.6915 | 0.8315 |
601
+ | 0.0611 | 31.4286 | 1100 | 0.6930 | 0.0436 | 0.6930 | 0.8324 |
602
+ | 0.0611 | 31.4857 | 1102 | 0.7034 | 0.0 | 0.7034 | 0.8387 |
603
+ | 0.0611 | 31.5429 | 1104 | 0.7289 | -0.0958 | 0.7289 | 0.8538 |
604
+ | 0.0611 | 31.6 | 1106 | 0.7622 | -0.1204 | 0.7622 | 0.8731 |
605
+ | 0.0611 | 31.6571 | 1108 | 0.8353 | -0.0442 | 0.8353 | 0.9139 |
606
+ | 0.0611 | 31.7143 | 1110 | 0.9024 | -0.0346 | 0.9024 | 0.9500 |
607
+ | 0.0611 | 31.7714 | 1112 | 0.9039 | -0.0346 | 0.9039 | 0.9508 |
608
+ | 0.0611 | 31.8286 | 1114 | 0.8748 | -0.0346 | 0.8748 | 0.9353 |
609
+ | 0.0611 | 31.8857 | 1116 | 0.8022 | -0.1086 | 0.8022 | 0.8957 |
610
+ | 0.0611 | 31.9429 | 1118 | 0.7418 | -0.0428 | 0.7418 | 0.8613 |
611
+ | 0.0611 | 32.0 | 1120 | 0.7328 | -0.1067 | 0.7328 | 0.8561 |
612
+ | 0.0611 | 32.0571 | 1122 | 0.7493 | -0.0499 | 0.7493 | 0.8656 |
613
+ | 0.0611 | 32.1143 | 1124 | 0.7581 | -0.0499 | 0.7581 | 0.8707 |
614
+ | 0.0611 | 32.1714 | 1126 | 0.7696 | -0.0499 | 0.7696 | 0.8773 |
615
+ | 0.0611 | 32.2286 | 1128 | 0.7596 | -0.0499 | 0.7596 | 0.8715 |
616
+ | 0.0611 | 32.2857 | 1130 | 0.7617 | -0.0451 | 0.7617 | 0.8727 |
617
+ | 0.0611 | 32.3429 | 1132 | 0.7814 | -0.0284 | 0.7814 | 0.8840 |
618
+ | 0.0611 | 32.4 | 1134 | 0.8201 | -0.0591 | 0.8201 | 0.9056 |
619
+ | 0.0611 | 32.4571 | 1136 | 0.8328 | -0.0934 | 0.8328 | 0.9126 |
620
+ | 0.0611 | 32.5143 | 1138 | 0.8229 | -0.0528 | 0.8229 | 0.9072 |
621
+ | 0.0611 | 32.5714 | 1140 | 0.8236 | -0.0896 | 0.8236 | 0.9075 |
622
+ | 0.0611 | 32.6286 | 1142 | 0.8128 | -0.0949 | 0.8128 | 0.9015 |
623
+ | 0.0611 | 32.6857 | 1144 | 0.8199 | -0.0508 | 0.8199 | 0.9055 |
624
+ | 0.0611 | 32.7429 | 1146 | 0.8183 | -0.0543 | 0.8183 | 0.9046 |
625
+ | 0.0611 | 32.8 | 1148 | 0.7685 | -0.0248 | 0.7685 | 0.8766 |
626
+ | 0.0611 | 32.8571 | 1150 | 0.7230 | 0.1404 | 0.7230 | 0.8503 |
627
+ | 0.0611 | 32.9143 | 1152 | 0.7097 | 0.0394 | 0.7097 | 0.8424 |
628
+ | 0.0611 | 32.9714 | 1154 | 0.7143 | 0.0528 | 0.7143 | 0.8452 |
629
+ | 0.0611 | 33.0286 | 1156 | 0.7254 | 0.0094 | 0.7254 | 0.8517 |
630
+ | 0.0611 | 33.0857 | 1158 | 0.7657 | -0.0678 | 0.7657 | 0.8750 |
631
+ | 0.0611 | 33.1429 | 1160 | 0.8144 | -0.1086 | 0.8144 | 0.9024 |
632
+ | 0.0611 | 33.2 | 1162 | 0.8227 | -0.0678 | 0.8227 | 0.9070 |
633
+ | 0.0611 | 33.2571 | 1164 | 0.7869 | -0.0724 | 0.7869 | 0.8871 |
634
+ | 0.0611 | 33.3143 | 1166 | 0.7446 | -0.0881 | 0.7446 | 0.8629 |
635
+ | 0.0611 | 33.3714 | 1168 | 0.7163 | -0.0520 | 0.7163 | 0.8463 |
636
+ | 0.0611 | 33.4286 | 1170 | 0.6890 | 0.0571 | 0.6890 | 0.8301 |
637
+ | 0.0611 | 33.4857 | 1172 | 0.6720 | 0.1023 | 0.6720 | 0.8197 |
638
+ | 0.0611 | 33.5429 | 1174 | 0.6740 | 0.1371 | 0.6740 | 0.8210 |
639
+ | 0.0611 | 33.6 | 1176 | 0.6869 | 0.1675 | 0.6869 | 0.8288 |
640
+ | 0.0611 | 33.6571 | 1178 | 0.7091 | 0.1943 | 0.7091 | 0.8421 |
641
+ | 0.0611 | 33.7143 | 1180 | 0.7189 | 0.1943 | 0.7189 | 0.8479 |
642
+ | 0.0611 | 33.7714 | 1182 | 0.7199 | 0.1943 | 0.7199 | 0.8485 |
643
+ | 0.0611 | 33.8286 | 1184 | 0.7210 | 0.2009 | 0.7210 | 0.8491 |
644
+ | 0.0611 | 33.8857 | 1186 | 0.7295 | 0.1986 | 0.7295 | 0.8541 |
645
+ | 0.0611 | 33.9429 | 1188 | 0.7252 | 0.0922 | 0.7252 | 0.8516 |
646
+ | 0.0611 | 34.0 | 1190 | 0.7313 | 0.0518 | 0.7313 | 0.8551 |
647
+ | 0.0611 | 34.0571 | 1192 | 0.7416 | 0.0165 | 0.7416 | 0.8612 |
648
+ | 0.0611 | 34.1143 | 1194 | 0.7424 | 0.0165 | 0.7424 | 0.8616 |
649
+ | 0.0611 | 34.1714 | 1196 | 0.7444 | -0.0248 | 0.7444 | 0.8628 |
650
+ | 0.0611 | 34.2286 | 1198 | 0.7229 | -0.0406 | 0.7229 | 0.8503 |
651
+ | 0.0611 | 34.2857 | 1200 | 0.6989 | -0.0451 | 0.6989 | 0.8360 |
652
+ | 0.0611 | 34.3429 | 1202 | 0.6700 | 0.0524 | 0.6700 | 0.8185 |
653
+ | 0.0611 | 34.4 | 1204 | 0.6617 | 0.0436 | 0.6617 | 0.8135 |
654
+ | 0.0611 | 34.4571 | 1206 | 0.6632 | -0.0065 | 0.6632 | 0.8144 |
655
+ | 0.0611 | 34.5143 | 1208 | 0.6732 | 0.0571 | 0.6732 | 0.8205 |
656
+ | 0.0611 | 34.5714 | 1210 | 0.7109 | 0.0035 | 0.7109 | 0.8432 |
657
+ | 0.0611 | 34.6286 | 1212 | 0.7513 | -0.0939 | 0.7513 | 0.8668 |
658
+ | 0.0611 | 34.6857 | 1214 | 0.7668 | -0.0451 | 0.7668 | 0.8757 |
659
+ | 0.0611 | 34.7429 | 1216 | 0.7483 | -0.1067 | 0.7483 | 0.8651 |
660
+ | 0.0611 | 34.8 | 1218 | 0.7198 | 0.0035 | 0.7198 | 0.8484 |
661
+ | 0.0611 | 34.8571 | 1220 | 0.6955 | 0.0035 | 0.6955 | 0.8339 |
662
+ | 0.0611 | 34.9143 | 1222 | 0.6891 | 0.0035 | 0.6891 | 0.8301 |
663
+ | 0.0611 | 34.9714 | 1224 | 0.6942 | 0.0035 | 0.6942 | 0.8332 |
664
+ | 0.0611 | 35.0286 | 1226 | 0.7177 | 0.0035 | 0.7177 | 0.8471 |
665
+ | 0.0611 | 35.0857 | 1228 | 0.7298 | -0.0451 | 0.7298 | 0.8543 |
666
+ | 0.0611 | 35.1429 | 1230 | 0.7124 | 0.0636 | 0.7124 | 0.8440 |
667
+ | 0.0611 | 35.2 | 1232 | 0.6893 | 0.0436 | 0.6893 | 0.8302 |
668
+ | 0.0611 | 35.2571 | 1234 | 0.6972 | 0.1807 | 0.6972 | 0.8350 |
669
+ | 0.0611 | 35.3143 | 1236 | 0.7112 | 0.1817 | 0.7112 | 0.8433 |
670
+ | 0.0611 | 35.3714 | 1238 | 0.6986 | 0.1740 | 0.6986 | 0.8358 |
671
+ | 0.0611 | 35.4286 | 1240 | 0.6889 | 0.0436 | 0.6889 | 0.8300 |
672
+ | 0.0611 | 35.4857 | 1242 | 0.7253 | 0.0035 | 0.7253 | 0.8516 |
673
+ | 0.0611 | 35.5429 | 1244 | 0.7672 | 0.0636 | 0.7672 | 0.8759 |
674
+ | 0.0611 | 35.6 | 1246 | 0.7829 | -0.0451 | 0.7829 | 0.8848 |
675
+ | 0.0611 | 35.6571 | 1248 | 0.7792 | 0.0636 | 0.7792 | 0.8827 |
676
+ | 0.0611 | 35.7143 | 1250 | 0.7611 | 0.0035 | 0.7611 | 0.8724 |
677
+ | 0.0611 | 35.7714 | 1252 | 0.7444 | 0.0035 | 0.7444 | 0.8628 |
678
+ | 0.0611 | 35.8286 | 1254 | 0.7234 | 0.0035 | 0.7234 | 0.8505 |
679
+ | 0.0611 | 35.8857 | 1256 | 0.7129 | 0.0035 | 0.7129 | 0.8443 |
680
+ | 0.0611 | 35.9429 | 1258 | 0.6756 | 0.0571 | 0.6756 | 0.8220 |
681
+ | 0.0611 | 36.0 | 1260 | 0.6635 | 0.0524 | 0.6635 | 0.8146 |
682
+ | 0.0611 | 36.0571 | 1262 | 0.6676 | 0.0863 | 0.6676 | 0.8171 |
683
+ | 0.0611 | 36.1143 | 1264 | 0.6758 | 0.1740 | 0.6758 | 0.8221 |
684
+ | 0.0611 | 36.1714 | 1266 | 0.6682 | 0.1311 | 0.6682 | 0.8175 |
685
+ | 0.0611 | 36.2286 | 1268 | 0.6674 | 0.1498 | 0.6674 | 0.8170 |
686
+ | 0.0611 | 36.2857 | 1270 | 0.6730 | 0.1023 | 0.6730 | 0.8203 |
687
+ | 0.0611 | 36.3429 | 1272 | 0.6780 | 0.1498 | 0.6780 | 0.8234 |
688
+ | 0.0611 | 36.4 | 1274 | 0.6874 | 0.1552 | 0.6874 | 0.8291 |
689
+ | 0.0611 | 36.4571 | 1276 | 0.7080 | 0.0122 | 0.7080 | 0.8414 |
690
+ | 0.0611 | 36.5143 | 1278 | 0.7339 | -0.0284 | 0.7339 | 0.8567 |
691
+ | 0.0611 | 36.5714 | 1280 | 0.7389 | -0.0322 | 0.7389 | 0.8596 |
692
+ | 0.0611 | 36.6286 | 1282 | 0.7172 | -0.0939 | 0.7172 | 0.8469 |
693
+ | 0.0611 | 36.6857 | 1284 | 0.7049 | -0.0939 | 0.7049 | 0.8396 |
694
+ | 0.0611 | 36.7429 | 1286 | 0.6833 | 0.0571 | 0.6833 | 0.8266 |
695
+ | 0.0611 | 36.8 | 1288 | 0.6801 | 0.0571 | 0.6801 | 0.8247 |
696
+ | 0.0611 | 36.8571 | 1290 | 0.6814 | 0.0035 | 0.6814 | 0.8255 |
697
+ | 0.0611 | 36.9143 | 1292 | 0.6774 | 0.0035 | 0.6774 | 0.8231 |
698
+ | 0.0611 | 36.9714 | 1294 | 0.6698 | 0.0571 | 0.6698 | 0.8184 |
699
+ | 0.0611 | 37.0286 | 1296 | 0.6689 | 0.1318 | 0.6689 | 0.8178 |
700
+ | 0.0611 | 37.0857 | 1298 | 0.6803 | 0.1691 | 0.6803 | 0.8248 |
701
+ | 0.0611 | 37.1429 | 1300 | 0.6822 | 0.1691 | 0.6822 | 0.8259 |
702
+ | 0.0611 | 37.2 | 1302 | 0.6743 | 0.0857 | 0.6743 | 0.8212 |
703
+ | 0.0611 | 37.2571 | 1304 | 0.6760 | 0.1082 | 0.6760 | 0.8222 |
704
+ | 0.0611 | 37.3143 | 1306 | 0.6794 | 0.0555 | 0.6794 | 0.8243 |
705
+ | 0.0611 | 37.3714 | 1308 | 0.6864 | 0.0571 | 0.6864 | 0.8285 |
706
+ | 0.0611 | 37.4286 | 1310 | 0.7086 | 0.0035 | 0.7086 | 0.8418 |
707
+ | 0.0611 | 37.4857 | 1312 | 0.7325 | 0.0035 | 0.7325 | 0.8558 |
708
+ | 0.0611 | 37.5429 | 1314 | 0.7386 | 0.0035 | 0.7386 | 0.8594 |
709
+ | 0.0611 | 37.6 | 1316 | 0.7331 | 0.0035 | 0.7331 | 0.8562 |
710
+ | 0.0611 | 37.6571 | 1318 | 0.7190 | 0.0035 | 0.7190 | 0.8479 |
711
+ | 0.0611 | 37.7143 | 1320 | 0.7054 | 0.0035 | 0.7054 | 0.8399 |
712
+ | 0.0611 | 37.7714 | 1322 | 0.6952 | 0.0914 | 0.6952 | 0.8338 |
713
+ | 0.0611 | 37.8286 | 1324 | 0.7185 | 0.2034 | 0.7185 | 0.8476 |
714
+ | 0.0611 | 37.8857 | 1326 | 0.7613 | 0.1899 | 0.7613 | 0.8725 |
715
+ | 0.0611 | 37.9429 | 1328 | 0.7629 | 0.1899 | 0.7629 | 0.8734 |
716
+ | 0.0611 | 38.0 | 1330 | 0.6979 | 0.1627 | 0.6979 | 0.8354 |
717
+ | 0.0611 | 38.0571 | 1332 | 0.6763 | 0.0 | 0.6763 | 0.8224 |
718
+ | 0.0611 | 38.1143 | 1334 | 0.7211 | 0.0 | 0.7211 | 0.8492 |
719
+ | 0.0611 | 38.1714 | 1336 | 0.7463 | 0.0 | 0.7463 | 0.8639 |
720
+ | 0.0611 | 38.2286 | 1338 | 0.7412 | 0.0 | 0.7412 | 0.8609 |
721
+ | 0.0611 | 38.2857 | 1340 | 0.6990 | 0.0 | 0.6990 | 0.8360 |
722
+ | 0.0611 | 38.3429 | 1342 | 0.6712 | 0.0 | 0.6712 | 0.8193 |
723
+ | 0.0611 | 38.4 | 1344 | 0.6668 | 0.0555 | 0.6668 | 0.8166 |
724
+ | 0.0611 | 38.4571 | 1346 | 0.6617 | 0.0 | 0.6617 | 0.8134 |
725
+ | 0.0611 | 38.5143 | 1348 | 0.6623 | 0.0 | 0.6623 | 0.8138 |
726
+ | 0.0611 | 38.5714 | 1350 | 0.6665 | 0.0 | 0.6665 | 0.8164 |
727
+ | 0.0611 | 38.6286 | 1352 | 0.6676 | 0.0 | 0.6676 | 0.8171 |
728
+ | 0.0611 | 38.6857 | 1354 | 0.6735 | 0.0 | 0.6735 | 0.8207 |
729
+ | 0.0611 | 38.7429 | 1356 | 0.6880 | 0.0 | 0.6880 | 0.8294 |
730
+ | 0.0611 | 38.8 | 1358 | 0.7134 | 0.0035 | 0.7134 | 0.8446 |
731
+ | 0.0611 | 38.8571 | 1360 | 0.7419 | 0.0035 | 0.7419 | 0.8613 |
732
+ | 0.0611 | 38.9143 | 1362 | 0.7394 | 0.0035 | 0.7394 | 0.8599 |
733
+ | 0.0611 | 38.9714 | 1364 | 0.7342 | -0.1067 | 0.7342 | 0.8569 |
734
+ | 0.0611 | 39.0286 | 1366 | 0.7127 | 0.0035 | 0.7127 | 0.8442 |
735
+ | 0.0611 | 39.0857 | 1368 | 0.7077 | 0.0035 | 0.7077 | 0.8412 |
736
+ | 0.0611 | 39.1429 | 1370 | 0.7014 | 0.0571 | 0.7014 | 0.8375 |
737
+ | 0.0611 | 39.2 | 1372 | 0.7200 | 0.1675 | 0.7200 | 0.8485 |
738
+ | 0.0611 | 39.2571 | 1374 | 0.7717 | 0.1395 | 0.7717 | 0.8784 |
739
+ | 0.0611 | 39.3143 | 1376 | 0.8053 | 0.0826 | 0.8053 | 0.8974 |
740
+ | 0.0611 | 39.3714 | 1378 | 0.7502 | 0.1449 | 0.7502 | 0.8661 |
741
+ | 0.0611 | 39.4286 | 1380 | 0.6945 | 0.1691 | 0.6945 | 0.8334 |
742
+ | 0.0611 | 39.4857 | 1382 | 0.6793 | 0.0555 | 0.6793 | 0.8242 |
743
+ | 0.0611 | 39.5429 | 1384 | 0.6819 | 0.0 | 0.6819 | 0.8258 |
744
+ | 0.0611 | 39.6 | 1386 | 0.6951 | 0.0 | 0.6951 | 0.8338 |
745
+ | 0.0611 | 39.6571 | 1388 | 0.7206 | 0.0 | 0.7206 | 0.8489 |
746
+ | 0.0611 | 39.7143 | 1390 | 0.7200 | 0.0 | 0.7200 | 0.8485 |
747
+ | 0.0611 | 39.7714 | 1392 | 0.7202 | 0.0 | 0.7202 | 0.8486 |
748
+ | 0.0611 | 39.8286 | 1394 | 0.7140 | 0.0 | 0.7140 | 0.8450 |
749
+ | 0.0611 | 39.8857 | 1396 | 0.7113 | 0.0 | 0.7113 | 0.8434 |
750
+ | 0.0611 | 39.9429 | 1398 | 0.7134 | 0.0 | 0.7134 | 0.8446 |
751
+ | 0.0611 | 40.0 | 1400 | 0.7120 | 0.0 | 0.7120 | 0.8438 |
752
+ | 0.0611 | 40.0571 | 1402 | 0.6906 | 0.0 | 0.6906 | 0.8310 |
753
+ | 0.0611 | 40.1143 | 1404 | 0.6848 | 0.0555 | 0.6848 | 0.8275 |
754
+ | 0.0611 | 40.1714 | 1406 | 0.7037 | 0.1691 | 0.7037 | 0.8389 |
755
+ | 0.0611 | 40.2286 | 1408 | 0.7307 | 0.1627 | 0.7307 | 0.8548 |
756
+ | 0.0611 | 40.2857 | 1410 | 0.7461 | 0.1097 | 0.7461 | 0.8638 |
757
+ | 0.0611 | 40.3429 | 1412 | 0.7392 | 0.1675 | 0.7392 | 0.8598 |
758
+ | 0.0611 | 40.4 | 1414 | 0.7296 | 0.1254 | 0.7296 | 0.8542 |
759
+ | 0.0611 | 40.4571 | 1416 | 0.7248 | 0.0375 | 0.7248 | 0.8514 |
760
+ | 0.0611 | 40.5143 | 1418 | 0.7214 | 0.0454 | 0.7214 | 0.8494 |
761
+ | 0.0611 | 40.5714 | 1420 | 0.7205 | 0.0454 | 0.7205 | 0.8489 |
762
+ | 0.0611 | 40.6286 | 1422 | 0.7282 | -0.1547 | 0.7282 | 0.8533 |
763
+ | 0.0611 | 40.6857 | 1424 | 0.7325 | -0.1018 | 0.7325 | 0.8558 |
764
+ | 0.0611 | 40.7429 | 1426 | 0.7330 | -0.0513 | 0.7330 | 0.8562 |
765
+ | 0.0611 | 40.8 | 1428 | 0.7377 | -0.1551 | 0.7377 | 0.8589 |
766
+ | 0.0611 | 40.8571 | 1430 | 0.7643 | -0.0826 | 0.7643 | 0.8743 |
767
+ | 0.0611 | 40.9143 | 1432 | 0.7797 | -0.0826 | 0.7797 | 0.8830 |
768
+ | 0.0611 | 40.9714 | 1434 | 0.7801 | -0.0939 | 0.7801 | 0.8833 |
769
+ | 0.0611 | 41.0286 | 1436 | 0.7692 | -0.1551 | 0.7692 | 0.8770 |
770
+ | 0.0611 | 41.0857 | 1438 | 0.7460 | -0.1067 | 0.7460 | 0.8637 |
771
+ | 0.0611 | 41.1429 | 1440 | 0.7272 | 0.0035 | 0.7272 | 0.8528 |
772
+ | 0.0611 | 41.2 | 1442 | 0.6926 | 0.0 | 0.6926 | 0.8322 |
773
+ | 0.0611 | 41.2571 | 1444 | 0.6803 | 0.1082 | 0.6803 | 0.8248 |
774
+ | 0.0611 | 41.3143 | 1446 | 0.6794 | 0.1444 | 0.6794 | 0.8242 |
775
+ | 0.0611 | 41.3714 | 1448 | 0.6806 | 0.0857 | 0.6806 | 0.8250 |
776
+ | 0.0611 | 41.4286 | 1450 | 0.6836 | 0.1512 | 0.6836 | 0.8268 |
777
+ | 0.0611 | 41.4857 | 1452 | 0.7017 | 0.0035 | 0.7017 | 0.8377 |
778
+ | 0.0611 | 41.5429 | 1454 | 0.7276 | -0.1551 | 0.7276 | 0.8530 |
779
+ | 0.0611 | 41.6 | 1456 | 0.7665 | -0.1551 | 0.7665 | 0.8755 |
780
+ | 0.0611 | 41.6571 | 1458 | 0.7922 | -0.0284 | 0.7922 | 0.8901 |
781
+ | 0.0611 | 41.7143 | 1460 | 0.7967 | -0.0284 | 0.7967 | 0.8926 |
782
+ | 0.0611 | 41.7714 | 1462 | 0.7970 | -0.0826 | 0.7970 | 0.8928 |
783
+ | 0.0611 | 41.8286 | 1464 | 0.7721 | -0.1473 | 0.7721 | 0.8787 |
784
+ | 0.0611 | 41.8857 | 1466 | 0.7300 | -0.1551 | 0.7300 | 0.8544 |
785
+ | 0.0611 | 41.9429 | 1468 | 0.7113 | 0.0035 | 0.7113 | 0.8434 |
786
+ | 0.0611 | 42.0 | 1470 | 0.7045 | 0.0571 | 0.7045 | 0.8393 |
787
+ | 0.0611 | 42.0571 | 1472 | 0.7039 | 0.0436 | 0.7039 | 0.8390 |
788
+ | 0.0611 | 42.1143 | 1474 | 0.7038 | 0.0571 | 0.7038 | 0.8389 |
789
+ | 0.0611 | 42.1714 | 1476 | 0.7122 | -0.0499 | 0.7122 | 0.8439 |
790
+ | 0.0611 | 42.2286 | 1478 | 0.7389 | -0.1473 | 0.7389 | 0.8596 |
791
+ | 0.0611 | 42.2857 | 1480 | 0.7817 | -0.1399 | 0.7817 | 0.8842 |
792
+ | 0.0611 | 42.3429 | 1482 | 0.7997 | -0.0826 | 0.7997 | 0.8943 |
793
+ | 0.0611 | 42.4 | 1484 | 0.7960 | -0.1399 | 0.7960 | 0.8922 |
794
+ | 0.0611 | 42.4571 | 1486 | 0.7711 | -0.1551 | 0.7711 | 0.8781 |
795
+ | 0.0611 | 42.5143 | 1488 | 0.7231 | 0.0035 | 0.7231 | 0.8504 |
796
+ | 0.0611 | 42.5714 | 1490 | 0.6876 | 0.0571 | 0.6876 | 0.8292 |
797
+ | 0.0611 | 42.6286 | 1492 | 0.6752 | 0.0571 | 0.6752 | 0.8217 |
798
+ | 0.0611 | 42.6857 | 1494 | 0.6819 | 0.0479 | 0.6819 | 0.8258 |
799
+ | 0.0611 | 42.7429 | 1496 | 0.6976 | 0.0768 | 0.6976 | 0.8352 |
800
+ | 0.0611 | 42.8 | 1498 | 0.7072 | 0.0723 | 0.7072 | 0.8409 |
801
+ | 0.0463 | 42.8571 | 1500 | 0.7135 | 0.1146 | 0.7135 | 0.8447 |
802
+ | 0.0463 | 42.9143 | 1502 | 0.7102 | 0.0768 | 0.7102 | 0.8427 |
803
+ | 0.0463 | 42.9714 | 1504 | 0.6978 | 0.0863 | 0.6978 | 0.8353 |
804
+ | 0.0463 | 43.0286 | 1506 | 0.6874 | 0.1081 | 0.6874 | 0.8291 |
805
+ | 0.0463 | 43.0857 | 1508 | 0.6917 | 0.0571 | 0.6917 | 0.8317 |
806
+ | 0.0463 | 43.1429 | 1510 | 0.7221 | -0.1067 | 0.7221 | 0.8497 |
807
 
808
 
809
  ### Framework versions