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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k8_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_k7_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_k7_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: 0.7967
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- - Qwk: -0.1131
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- - Mse: 0.7967
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- - Rmse: 0.8926
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  ## Model description
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@@ -47,461 +47,263 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.1111 | 2 | 3.6718 | -0.0058 | 3.6718 | 1.9162 |
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- | No log | 0.2222 | 4 | 1.8808 | 0.0772 | 1.8808 | 1.3714 |
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- | No log | 0.3333 | 6 | 1.2668 | 0.0 | 1.2668 | 1.1255 |
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- | No log | 0.4444 | 8 | 1.0847 | 0.0156 | 1.0847 | 1.0415 |
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- | No log | 0.5556 | 10 | 1.0538 | 0.0196 | 1.0538 | 1.0265 |
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- | No log | 0.6667 | 12 | 1.1573 | -0.0164 | 1.1573 | 1.0758 |
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- | No log | 0.7778 | 14 | 0.9274 | 0.0741 | 0.9274 | 0.9630 |
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- | No log | 0.8889 | 16 | 0.9163 | 0.1223 | 0.9163 | 0.9573 |
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- | No log | 1.0 | 18 | 0.8260 | 0.0826 | 0.8260 | 0.9088 |
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- | No log | 1.1111 | 20 | 0.9122 | -0.0049 | 0.9122 | 0.9551 |
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- | No log | 1.2222 | 22 | 0.9395 | -0.0067 | 0.9395 | 0.9693 |
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- | No log | 1.3333 | 24 | 1.0843 | -0.0435 | 1.0843 | 1.0413 |
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- | No log | 1.4444 | 26 | 1.2016 | 0.0083 | 1.2016 | 1.0962 |
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- | No log | 1.5556 | 28 | 0.9426 | -0.0031 | 0.9426 | 0.9709 |
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- | No log | 1.6667 | 30 | 0.9249 | -0.0253 | 0.9249 | 0.9617 |
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- | No log | 1.7778 | 32 | 0.8447 | -0.1708 | 0.8447 | 0.9191 |
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- | No log | 1.8889 | 34 | 1.1750 | -0.0959 | 1.1750 | 1.0840 |
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- | No log | 2.0 | 36 | 1.4500 | -0.1001 | 1.4500 | 1.2042 |
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- | No log | 2.1111 | 38 | 1.0734 | -0.0606 | 1.0734 | 1.0361 |
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- | No log | 2.2222 | 40 | 0.8806 | -0.1255 | 0.8806 | 0.9384 |
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- | No log | 2.3333 | 42 | 0.9653 | -0.0894 | 0.9653 | 0.9825 |
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- | No log | 2.4444 | 44 | 1.3855 | -0.0457 | 1.3855 | 1.1771 |
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- | No log | 2.5556 | 46 | 1.2154 | 0.0217 | 1.2154 | 1.1025 |
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- | No log | 2.6667 | 48 | 0.7731 | 0.0334 | 0.7730 | 0.8792 |
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- | No log | 2.7778 | 50 | 0.7501 | -0.0101 | 0.7501 | 0.8661 |
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- | No log | 2.8889 | 52 | 0.8079 | -0.1249 | 0.8079 | 0.8988 |
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- | No log | 3.0 | 54 | 0.9440 | -0.0200 | 0.9440 | 0.9716 |
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- | No log | 3.1111 | 56 | 0.9082 | -0.0490 | 0.9082 | 0.9530 |
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- | No log | 3.2222 | 58 | 0.8205 | -0.0309 | 0.8205 | 0.9058 |
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- | No log | 3.3333 | 60 | 0.7438 | -0.0101 | 0.7438 | 0.8624 |
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- | No log | 3.4444 | 62 | 0.8074 | 0.0225 | 0.8074 | 0.8985 |
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- | No log | 3.5556 | 64 | 0.8668 | 0.0129 | 0.8668 | 0.9310 |
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- | No log | 3.6667 | 66 | 0.7812 | -0.0609 | 0.7812 | 0.8839 |
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- | No log | 3.7778 | 68 | 0.7916 | -0.0571 | 0.7916 | 0.8897 |
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- | No log | 3.8889 | 70 | 0.8934 | -0.0743 | 0.8934 | 0.9452 |
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- | No log | 4.0 | 72 | 1.1863 | -0.1273 | 1.1863 | 1.0892 |
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- | No log | 4.1111 | 74 | 0.9675 | -0.0852 | 0.9675 | 0.9836 |
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- | No log | 4.2222 | 76 | 0.7714 | -0.0096 | 0.7714 | 0.8783 |
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- | No log | 4.3333 | 78 | 0.8442 | -0.1201 | 0.8442 | 0.9188 |
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- | No log | 4.4444 | 80 | 0.8042 | -0.0427 | 0.8042 | 0.8968 |
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- | No log | 4.5556 | 82 | 0.9902 | -0.0862 | 0.9902 | 0.9951 |
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- | No log | 4.6667 | 84 | 1.4231 | -0.0720 | 1.4231 | 1.1929 |
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- | No log | 4.7778 | 86 | 1.8135 | -0.0479 | 1.8135 | 1.3467 |
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- | No log | 4.8889 | 88 | 1.4951 | -0.0974 | 1.4951 | 1.2227 |
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- | No log | 5.0 | 90 | 1.0468 | -0.1096 | 1.0468 | 1.0231 |
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- | No log | 5.1111 | 92 | 0.8440 | -0.0798 | 0.8440 | 0.9187 |
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- | No log | 5.2222 | 94 | 0.8875 | -0.0904 | 0.8875 | 0.9421 |
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- | No log | 5.3333 | 96 | 0.8461 | 0.0027 | 0.8461 | 0.9198 |
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- | No log | 5.4444 | 98 | 1.1364 | -0.0513 | 1.1364 | 1.0660 |
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- | No log | 5.5556 | 100 | 1.4343 | -0.0638 | 1.4343 | 1.1976 |
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- | No log | 5.6667 | 102 | 1.0464 | -0.0870 | 1.0464 | 1.0229 |
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- | No log | 5.7778 | 104 | 0.8216 | 0.0247 | 0.8216 | 0.9064 |
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- | No log | 5.8889 | 106 | 0.9235 | -0.1209 | 0.9235 | 0.9610 |
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- | No log | 6.0 | 108 | 1.1482 | -0.0211 | 1.1482 | 1.0715 |
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- | No log | 6.1111 | 110 | 0.9227 | -0.0746 | 0.9227 | 0.9606 |
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- | No log | 6.2222 | 112 | 0.9884 | -0.0809 | 0.9884 | 0.9942 |
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- | No log | 6.3333 | 114 | 1.3489 | -0.1569 | 1.3489 | 1.1614 |
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- | No log | 6.4444 | 116 | 1.1525 | -0.0468 | 1.1525 | 1.0735 |
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- | No log | 6.5556 | 118 | 1.0614 | 0.0320 | 1.0614 | 1.0303 |
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- | No log | 6.6667 | 120 | 0.9239 | 0.0880 | 0.9239 | 0.9612 |
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- | No log | 6.7778 | 122 | 0.8989 | 0.0586 | 0.8989 | 0.9481 |
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- | No log | 6.8889 | 124 | 1.0457 | -0.1131 | 1.0457 | 1.0226 |
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- | No log | 7.0 | 126 | 0.9106 | 0.0087 | 0.9106 | 0.9543 |
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- | No log | 7.1111 | 128 | 0.9948 | -0.1134 | 0.9948 | 0.9974 |
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- | No log | 7.2222 | 130 | 1.0287 | -0.1872 | 1.0287 | 1.0142 |
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- | No log | 7.3333 | 132 | 1.1727 | -0.1566 | 1.1727 | 1.0829 |
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- | No log | 7.4444 | 134 | 0.9724 | -0.1597 | 0.9724 | 0.9861 |
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- | No log | 7.5556 | 136 | 0.8400 | 0.0821 | 0.8400 | 0.9165 |
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- | No log | 7.6667 | 138 | 0.8440 | 0.0282 | 0.8440 | 0.9187 |
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- | No log | 7.7778 | 140 | 1.0947 | -0.1234 | 1.0947 | 1.0463 |
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- | No log | 7.8889 | 142 | 0.8967 | 0.0525 | 0.8967 | 0.9470 |
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- | No log | 8.0 | 144 | 0.8193 | -0.1266 | 0.8193 | 0.9051 |
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- | No log | 8.1111 | 146 | 0.8233 | -0.1204 | 0.8233 | 0.9074 |
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- | No log | 8.2222 | 148 | 0.9645 | -0.0076 | 0.9645 | 0.9821 |
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- | No log | 8.3333 | 150 | 1.2879 | -0.0925 | 1.2879 | 1.1348 |
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- | No log | 8.4444 | 152 | 0.9583 | -0.0309 | 0.9583 | 0.9789 |
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- | No log | 8.5556 | 154 | 0.8988 | -0.1354 | 0.8988 | 0.9481 |
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- | No log | 8.6667 | 156 | 0.8639 | -0.1597 | 0.8639 | 0.9295 |
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- | No log | 8.7778 | 158 | 0.9189 | 0.0062 | 0.9189 | 0.9586 |
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- | No log | 8.8889 | 160 | 0.9455 | -0.0008 | 0.9455 | 0.9724 |
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- | No log | 9.0 | 162 | 0.9834 | 0.0526 | 0.9834 | 0.9917 |
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- | No log | 9.1111 | 164 | 0.7955 | 0.0282 | 0.7955 | 0.8919 |
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- | No log | 9.2222 | 166 | 0.7593 | -0.0541 | 0.7593 | 0.8714 |
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- | No log | 9.3333 | 168 | 0.7590 | -0.0062 | 0.7590 | 0.8712 |
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- | No log | 9.4444 | 170 | 0.8804 | 0.0016 | 0.8804 | 0.9383 |
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- | No log | 9.5556 | 172 | 0.9439 | -0.0828 | 0.9439 | 0.9716 |
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- | No log | 9.6667 | 174 | 0.8622 | -0.0056 | 0.8622 | 0.9286 |
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- | No log | 9.7778 | 176 | 0.8890 | -0.1354 | 0.8890 | 0.9429 |
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- | No log | 9.8889 | 178 | 0.8929 | 0.0934 | 0.8929 | 0.9450 |
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- | No log | 10.0 | 180 | 0.9165 | -0.0573 | 0.9165 | 0.9573 |
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- | No log | 10.1111 | 182 | 0.9863 | -0.1155 | 0.9863 | 0.9931 |
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- | No log | 10.2222 | 184 | 1.2406 | -0.2215 | 1.2406 | 1.1138 |
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- | No log | 10.3333 | 186 | 1.0159 | -0.1219 | 1.0159 | 1.0079 |
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- | No log | 10.4444 | 188 | 0.8279 | 0.0375 | 0.8279 | 0.9099 |
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- | No log | 10.5556 | 190 | 0.8280 | 0.0375 | 0.8280 | 0.9100 |
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- | No log | 10.6667 | 192 | 0.9254 | -0.0767 | 0.9254 | 0.9620 |
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- | No log | 10.7778 | 194 | 0.9281 | -0.0767 | 0.9281 | 0.9634 |
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- | No log | 10.8889 | 196 | 0.8561 | -0.0170 | 0.8561 | 0.9253 |
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- | No log | 11.0 | 198 | 0.8681 | -0.0228 | 0.8681 | 0.9317 |
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- | No log | 11.1111 | 200 | 0.8859 | -0.0295 | 0.8859 | 0.9412 |
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- | No log | 11.2222 | 202 | 0.8528 | -0.0145 | 0.8528 | 0.9235 |
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- | No log | 11.3333 | 204 | 0.9355 | -0.0778 | 0.9355 | 0.9672 |
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- | No log | 11.4444 | 206 | 0.9510 | -0.0797 | 0.9510 | 0.9752 |
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- | No log | 11.5556 | 208 | 0.9526 | -0.0471 | 0.9526 | 0.9760 |
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- | No log | 11.6667 | 210 | 0.8944 | -0.0425 | 0.8944 | 0.9457 |
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- | No log | 11.7778 | 212 | 0.8148 | 0.0247 | 0.8148 | 0.9027 |
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- | No log | 11.8889 | 214 | 0.7966 | -0.0560 | 0.7966 | 0.8925 |
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- | No log | 12.0 | 216 | 0.8195 | -0.0145 | 0.8195 | 0.9053 |
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- | No log | 12.1111 | 218 | 0.9017 | -0.0409 | 0.9017 | 0.9496 |
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- | No log | 12.2222 | 220 | 1.0764 | -0.1558 | 1.0764 | 1.0375 |
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- | No log | 12.3333 | 222 | 0.9047 | -0.0409 | 0.9047 | 0.9511 |
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- | No log | 12.4444 | 224 | 0.8014 | 0.0828 | 0.8014 | 0.8952 |
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- | No log | 12.5556 | 226 | 0.8078 | 0.0338 | 0.8078 | 0.8988 |
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- | No log | 12.6667 | 228 | 0.8637 | -0.0355 | 0.8637 | 0.9294 |
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- | No log | 12.7778 | 230 | 0.9260 | -0.0456 | 0.9260 | 0.9623 |
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- | No log | 12.8889 | 232 | 0.8174 | 0.0355 | 0.8174 | 0.9041 |
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- | No log | 13.0 | 234 | 0.7914 | 0.0030 | 0.7914 | 0.8896 |
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- | No log | 13.1111 | 236 | 0.8121 | -0.0859 | 0.8121 | 0.9012 |
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- | No log | 13.2222 | 238 | 0.8200 | 0.0376 | 0.8200 | 0.9055 |
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- | No log | 13.3333 | 240 | 0.8132 | -0.0113 | 0.8132 | 0.9018 |
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- | No log | 13.4444 | 242 | 0.8490 | -0.0240 | 0.8490 | 0.9214 |
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- | No log | 13.5556 | 244 | 0.9230 | -0.0008 | 0.9230 | 0.9608 |
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- | No log | 13.6667 | 246 | 0.8781 | -0.0735 | 0.8781 | 0.9370 |
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- | No log | 13.7778 | 248 | 0.8311 | -0.0195 | 0.8311 | 0.9117 |
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- | No log | 13.8889 | 250 | 0.8821 | -0.0391 | 0.8821 | 0.9392 |
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- | No log | 14.0 | 252 | 0.9189 | -0.0054 | 0.9189 | 0.9586 |
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- | No log | 14.1111 | 254 | 0.9519 | -0.0097 | 0.9519 | 0.9757 |
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- | No log | 14.2222 | 256 | 0.9711 | -0.0157 | 0.9711 | 0.9855 |
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- | No log | 14.3333 | 258 | 0.9843 | -0.0157 | 0.9843 | 0.9921 |
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- | No log | 14.4444 | 260 | 0.8189 | -0.0228 | 0.8189 | 0.9049 |
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- | No log | 14.5556 | 262 | 0.8124 | -0.0967 | 0.8124 | 0.9014 |
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- | No log | 14.6667 | 264 | 0.8405 | -0.0902 | 0.8405 | 0.9168 |
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- | No log | 14.7778 | 266 | 0.7953 | -0.0513 | 0.7953 | 0.8918 |
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- | No log | 14.8889 | 268 | 0.9144 | -0.0118 | 0.9144 | 0.9562 |
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- | No log | 15.0 | 270 | 1.1156 | -0.0937 | 1.1156 | 1.0562 |
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- | No log | 15.1111 | 272 | 1.0124 | 0.0086 | 1.0124 | 1.0062 |
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- | No log | 15.2222 | 274 | 0.8398 | -0.0163 | 0.8398 | 0.9164 |
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- | No log | 15.3333 | 276 | 0.8399 | -0.0541 | 0.8399 | 0.9164 |
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- | No log | 15.4444 | 278 | 0.9228 | 0.0065 | 0.9228 | 0.9606 |
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- | No log | 15.5556 | 280 | 0.9611 | 0.0038 | 0.9611 | 0.9803 |
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- | No log | 15.6667 | 282 | 0.9555 | 0.0040 | 0.9555 | 0.9775 |
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- | No log | 15.7778 | 284 | 0.9160 | 0.0134 | 0.9160 | 0.9571 |
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- | No log | 15.8889 | 286 | 0.8746 | 0.0444 | 0.8746 | 0.9352 |
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- | No log | 16.0 | 288 | 0.8809 | -0.1155 | 0.8809 | 0.9386 |
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- | No log | 16.1111 | 290 | 0.8618 | -0.0127 | 0.8618 | 0.9283 |
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- | No log | 16.2222 | 292 | 0.8295 | 0.0308 | 0.8295 | 0.9108 |
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- | No log | 16.3333 | 294 | 0.7968 | -0.0195 | 0.7968 | 0.8927 |
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- | No log | 16.4444 | 296 | 0.7626 | -0.0541 | 0.7626 | 0.8733 |
200
- | No log | 16.5556 | 298 | 0.7445 | -0.0541 | 0.7445 | 0.8628 |
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- | No log | 16.6667 | 300 | 0.8136 | -0.0336 | 0.8136 | 0.9020 |
202
- | No log | 16.7778 | 302 | 0.8160 | 0.0123 | 0.8160 | 0.9033 |
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- | No log | 16.8889 | 304 | 0.8042 | 0.0152 | 0.8042 | 0.8968 |
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- | No log | 17.0 | 306 | 0.7770 | -0.0030 | 0.7770 | 0.8815 |
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- | No log | 17.1111 | 308 | 0.7919 | 0.0122 | 0.7919 | 0.8899 |
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- | No log | 17.2222 | 310 | 0.7870 | 0.0341 | 0.7870 | 0.8871 |
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- | No log | 17.3333 | 312 | 0.9742 | -0.0845 | 0.9742 | 0.9870 |
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- | No log | 17.4444 | 314 | 1.0651 | -0.0563 | 1.0651 | 1.0321 |
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- | No log | 17.5556 | 316 | 0.8691 | 0.0041 | 0.8691 | 0.9323 |
210
- | No log | 17.6667 | 318 | 0.8108 | -0.0228 | 0.8108 | 0.9005 |
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- | No log | 17.7778 | 320 | 0.7973 | -0.0118 | 0.7973 | 0.8929 |
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- | No log | 17.8889 | 322 | 0.7734 | 0.0 | 0.7734 | 0.8794 |
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- | No log | 18.0 | 324 | 0.7773 | -0.1168 | 0.7773 | 0.8817 |
214
- | No log | 18.1111 | 326 | 0.8315 | 0.0183 | 0.8315 | 0.9118 |
215
- | No log | 18.2222 | 328 | 0.8119 | -0.0690 | 0.8119 | 0.9011 |
216
- | No log | 18.3333 | 330 | 0.7739 | -0.0032 | 0.7739 | 0.8797 |
217
- | No log | 18.4444 | 332 | 0.7720 | 0.0 | 0.7720 | 0.8786 |
218
- | No log | 18.5556 | 334 | 0.8143 | 0.0152 | 0.8143 | 0.9024 |
219
- | No log | 18.6667 | 336 | 0.8400 | -0.0778 | 0.8400 | 0.9165 |
220
- | No log | 18.7778 | 338 | 0.8030 | 0.0247 | 0.8030 | 0.8961 |
221
- | No log | 18.8889 | 340 | 0.7837 | -0.0627 | 0.7837 | 0.8852 |
222
- | No log | 19.0 | 342 | 0.7999 | -0.0690 | 0.7999 | 0.8944 |
223
- | No log | 19.1111 | 344 | 0.8342 | -0.0755 | 0.8342 | 0.9134 |
224
- | No log | 19.2222 | 346 | 0.9229 | -0.0799 | 0.9229 | 0.9607 |
225
- | No log | 19.3333 | 348 | 0.9647 | -0.0471 | 0.9647 | 0.9822 |
226
- | No log | 19.4444 | 350 | 0.9082 | -0.0425 | 0.9082 | 0.9530 |
227
- | No log | 19.5556 | 352 | 0.8646 | -0.0373 | 0.8646 | 0.9299 |
228
- | No log | 19.6667 | 354 | 0.7967 | -0.0704 | 0.7967 | 0.8926 |
229
- | No log | 19.7778 | 356 | 0.7725 | 0.0436 | 0.7725 | 0.8789 |
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- | No log | 19.8889 | 358 | 0.7677 | 0.0436 | 0.7677 | 0.8762 |
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- | No log | 20.0 | 360 | 0.7754 | 0.0436 | 0.7754 | 0.8806 |
232
- | No log | 20.1111 | 362 | 0.7731 | -0.0560 | 0.7731 | 0.8793 |
233
- | No log | 20.2222 | 364 | 0.7759 | -0.0152 | 0.7759 | 0.8809 |
234
- | No log | 20.3333 | 366 | 0.8982 | -0.0031 | 0.8982 | 0.9477 |
235
- | No log | 20.4444 | 368 | 1.0089 | -0.0966 | 1.0089 | 1.0044 |
236
- | No log | 20.5556 | 370 | 0.9335 | -0.0175 | 0.9335 | 0.9662 |
237
- | No log | 20.6667 | 372 | 0.8104 | -0.0252 | 0.8104 | 0.9002 |
238
- | No log | 20.7778 | 374 | 0.7303 | -0.0065 | 0.7303 | 0.8546 |
239
- | No log | 20.8889 | 376 | 0.7739 | -0.1010 | 0.7739 | 0.8797 |
240
- | No log | 21.0 | 378 | 0.7670 | -0.0493 | 0.7670 | 0.8758 |
241
- | No log | 21.1111 | 380 | 0.7501 | -0.0096 | 0.7501 | 0.8661 |
242
- | No log | 21.2222 | 382 | 0.8577 | -0.0031 | 0.8577 | 0.9261 |
243
- | No log | 21.3333 | 384 | 0.9166 | -0.0486 | 0.9166 | 0.9574 |
244
- | No log | 21.4444 | 386 | 0.8422 | 0.0123 | 0.8422 | 0.9177 |
245
- | No log | 21.5556 | 388 | 0.7854 | -0.0204 | 0.7854 | 0.8862 |
246
- | No log | 21.6667 | 390 | 0.7508 | -0.0062 | 0.7508 | 0.8665 |
247
- | No log | 21.7778 | 392 | 0.7502 | -0.0096 | 0.7502 | 0.8661 |
248
- | No log | 21.8889 | 394 | 0.7958 | -0.0274 | 0.7958 | 0.8921 |
249
- | No log | 22.0 | 396 | 0.8496 | -0.0355 | 0.8496 | 0.9218 |
250
- | No log | 22.1111 | 398 | 0.7849 | 0.0152 | 0.7849 | 0.8860 |
251
- | No log | 22.2222 | 400 | 0.7431 | -0.0204 | 0.7431 | 0.8620 |
252
- | No log | 22.3333 | 402 | 0.7163 | -0.0096 | 0.7163 | 0.8463 |
253
- | No log | 22.4444 | 404 | 0.7177 | 0.0355 | 0.7177 | 0.8472 |
254
- | No log | 22.5556 | 406 | 0.7969 | 0.0909 | 0.7969 | 0.8927 |
255
- | No log | 22.6667 | 408 | 0.8245 | -0.0079 | 0.8245 | 0.9080 |
256
- | No log | 22.7778 | 410 | 0.7661 | 0.0999 | 0.7661 | 0.8753 |
257
- | No log | 22.8889 | 412 | 0.7020 | 0.0355 | 0.7020 | 0.8378 |
258
- | No log | 23.0 | 414 | 0.7214 | -0.0065 | 0.7214 | 0.8494 |
259
- | No log | 23.1111 | 416 | 0.7618 | -0.0560 | 0.7618 | 0.8728 |
260
- | No log | 23.2222 | 418 | 0.7955 | -0.0493 | 0.7955 | 0.8919 |
261
- | No log | 23.3333 | 420 | 0.7616 | -0.0532 | 0.7616 | 0.8727 |
262
- | No log | 23.4444 | 422 | 0.7480 | -0.0204 | 0.7480 | 0.8649 |
263
- | No log | 23.5556 | 424 | 0.7668 | 0.0680 | 0.7668 | 0.8757 |
264
- | No log | 23.6667 | 426 | 0.9044 | 0.0912 | 0.9044 | 0.9510 |
265
- | No log | 23.7778 | 428 | 1.0030 | -0.0359 | 1.0030 | 1.0015 |
266
- | No log | 23.8889 | 430 | 0.8944 | 0.1846 | 0.8944 | 0.9457 |
267
- | No log | 24.0 | 432 | 0.7554 | -0.0274 | 0.7554 | 0.8691 |
268
- | No log | 24.1111 | 434 | 0.7099 | -0.0609 | 0.7099 | 0.8426 |
269
- | No log | 24.2222 | 436 | 0.7436 | -0.0033 | 0.7436 | 0.8623 |
270
- | No log | 24.3333 | 438 | 0.7347 | -0.0152 | 0.7347 | 0.8572 |
271
- | No log | 24.4444 | 440 | 0.7632 | 0.0152 | 0.7632 | 0.8736 |
272
- | No log | 24.5556 | 442 | 0.8463 | -0.0097 | 0.8463 | 0.9200 |
273
- | No log | 24.6667 | 444 | 0.8815 | 0.0250 | 0.8815 | 0.9389 |
274
- | No log | 24.7778 | 446 | 0.8557 | 0.0719 | 0.8557 | 0.9250 |
275
- | No log | 24.8889 | 448 | 0.7870 | 0.0214 | 0.7870 | 0.8871 |
276
- | No log | 25.0 | 450 | 0.7781 | -0.0179 | 0.7781 | 0.8821 |
277
- | No log | 25.1111 | 452 | 0.7888 | -0.0059 | 0.7888 | 0.8881 |
278
- | No log | 25.2222 | 454 | 0.7939 | -0.0059 | 0.7939 | 0.8910 |
279
- | No log | 25.3333 | 456 | 0.7995 | 0.0318 | 0.7995 | 0.8941 |
280
- | No log | 25.4444 | 458 | 0.8670 | -0.0373 | 0.8670 | 0.9311 |
281
- | No log | 25.5556 | 460 | 0.8947 | -0.0097 | 0.8947 | 0.9459 |
282
- | No log | 25.6667 | 462 | 0.8986 | -0.0486 | 0.8986 | 0.9480 |
283
- | No log | 25.7778 | 464 | 0.8640 | 0.0016 | 0.8640 | 0.9295 |
284
- | No log | 25.8889 | 466 | 0.8247 | -0.0704 | 0.8247 | 0.9081 |
285
- | No log | 26.0 | 468 | 0.8266 | -0.0567 | 0.8266 | 0.9092 |
286
- | No log | 26.1111 | 470 | 0.8438 | -0.1131 | 0.8438 | 0.9186 |
287
- | No log | 26.2222 | 472 | 0.8491 | -0.0240 | 0.8491 | 0.9215 |
288
- | No log | 26.3333 | 474 | 0.8588 | -0.1197 | 0.8588 | 0.9267 |
289
- | No log | 26.4444 | 476 | 0.8465 | -0.0788 | 0.8465 | 0.9200 |
290
- | No log | 26.5556 | 478 | 0.8327 | -0.0355 | 0.8327 | 0.9125 |
291
- | No log | 26.6667 | 480 | 0.8132 | 0.0068 | 0.8132 | 0.9018 |
292
- | No log | 26.7778 | 482 | 0.8145 | 0.0152 | 0.8145 | 0.9025 |
293
- | No log | 26.8889 | 484 | 0.8194 | -0.0252 | 0.8194 | 0.9052 |
294
- | No log | 27.0 | 486 | 0.7730 | -0.1158 | 0.7730 | 0.8792 |
295
- | No log | 27.1111 | 488 | 0.7729 | -0.1153 | 0.7729 | 0.8791 |
296
- | No log | 27.2222 | 490 | 0.7852 | -0.0125 | 0.7852 | 0.8861 |
297
- | No log | 27.3333 | 492 | 0.7910 | 0.0318 | 0.7910 | 0.8894 |
298
- | No log | 27.4444 | 494 | 0.7938 | 0.0395 | 0.7938 | 0.8910 |
299
- | No log | 27.5556 | 496 | 0.8106 | -0.0252 | 0.8106 | 0.9003 |
300
- | No log | 27.6667 | 498 | 0.8171 | -0.0228 | 0.8171 | 0.9039 |
301
- | 0.234 | 27.7778 | 500 | 0.8482 | -0.0743 | 0.8482 | 0.9210 |
302
- | 0.234 | 27.8889 | 502 | 0.9500 | 0.0067 | 0.9500 | 0.9747 |
303
- | 0.234 | 28.0 | 504 | 0.9586 | 0.0067 | 0.9586 | 0.9791 |
304
- | 0.234 | 28.1111 | 506 | 0.8493 | -0.0746 | 0.8493 | 0.9216 |
305
- | 0.234 | 28.2222 | 508 | 0.7994 | -0.0859 | 0.7994 | 0.8941 |
306
- | 0.234 | 28.3333 | 510 | 0.9184 | 0.0363 | 0.9184 | 0.9583 |
307
- | 0.234 | 28.4444 | 512 | 0.9855 | -0.0492 | 0.9855 | 0.9927 |
308
- | 0.234 | 28.5556 | 514 | 0.8832 | -0.1905 | 0.8832 | 0.9398 |
309
- | 0.234 | 28.6667 | 516 | 0.8235 | -0.1163 | 0.8235 | 0.9075 |
310
- | 0.234 | 28.7778 | 518 | 0.9438 | -0.0097 | 0.9438 | 0.9715 |
311
- | 0.234 | 28.8889 | 520 | 1.0363 | -0.1550 | 1.0363 | 1.0180 |
312
- | 0.234 | 29.0 | 522 | 1.0608 | -0.0411 | 1.0608 | 1.0300 |
313
- | 0.234 | 29.1111 | 524 | 1.0687 | -0.0411 | 1.0687 | 1.0338 |
314
- | 0.234 | 29.2222 | 526 | 1.0459 | -0.1543 | 1.0459 | 1.0227 |
315
- | 0.234 | 29.3333 | 528 | 0.8948 | -0.0336 | 0.8948 | 0.9459 |
316
- | 0.234 | 29.4444 | 530 | 0.8837 | -0.1410 | 0.8837 | 0.9401 |
317
- | 0.234 | 29.5556 | 532 | 0.9596 | -0.0221 | 0.9596 | 0.9796 |
318
- | 0.234 | 29.6667 | 534 | 0.8816 | 0.1037 | 0.8816 | 0.9389 |
319
- | 0.234 | 29.7778 | 536 | 0.8230 | -0.0076 | 0.8230 | 0.9072 |
320
- | 0.234 | 29.8889 | 538 | 0.8631 | -0.0007 | 0.8631 | 0.9290 |
321
- | 0.234 | 30.0 | 540 | 0.9029 | 0.0241 | 0.9029 | 0.9502 |
322
- | 0.234 | 30.1111 | 542 | 0.9018 | 0.0241 | 0.9018 | 0.9496 |
323
- | 0.234 | 30.2222 | 544 | 0.8685 | -0.0456 | 0.8685 | 0.9319 |
324
- | 0.234 | 30.3333 | 546 | 0.8211 | -0.0316 | 0.8211 | 0.9062 |
325
- | 0.234 | 30.4444 | 548 | 0.8121 | -0.0316 | 0.8121 | 0.9012 |
326
- | 0.234 | 30.5556 | 550 | 0.7838 | 0.0152 | 0.7838 | 0.8853 |
327
- | 0.234 | 30.6667 | 552 | 0.7592 | 0.0395 | 0.7592 | 0.8713 |
328
- | 0.234 | 30.7778 | 554 | 0.7460 | -0.0065 | 0.7460 | 0.8637 |
329
- | 0.234 | 30.8889 | 556 | 0.7429 | -0.0591 | 0.7429 | 0.8619 |
330
- | 0.234 | 31.0 | 558 | 0.7502 | -0.0125 | 0.7502 | 0.8662 |
331
- | 0.234 | 31.1111 | 560 | 0.8113 | -0.0252 | 0.8113 | 0.9007 |
332
- | 0.234 | 31.2222 | 562 | 0.8200 | -0.0252 | 0.8200 | 0.9055 |
333
- | 0.234 | 31.3333 | 564 | 0.7539 | -0.0125 | 0.7539 | 0.8683 |
334
- | 0.234 | 31.4444 | 566 | 0.7588 | -0.0033 | 0.7588 | 0.8711 |
335
- | 0.234 | 31.5556 | 568 | 0.7749 | -0.0541 | 0.7749 | 0.8803 |
336
- | 0.234 | 31.6667 | 570 | 0.7662 | 0.0395 | 0.7662 | 0.8753 |
337
- | 0.234 | 31.7778 | 572 | 0.8122 | -0.0767 | 0.8122 | 0.9012 |
338
- | 0.234 | 31.8889 | 574 | 0.8772 | -0.0054 | 0.8772 | 0.9366 |
339
- | 0.234 | 32.0 | 576 | 0.8973 | -0.0097 | 0.8973 | 0.9472 |
340
- | 0.234 | 32.1111 | 578 | 0.8479 | -0.0767 | 0.8479 | 0.9208 |
341
- | 0.234 | 32.2222 | 580 | 0.8154 | -0.0731 | 0.8154 | 0.9030 |
342
- | 0.234 | 32.3333 | 582 | 0.8104 | -0.0228 | 0.8104 | 0.9002 |
343
- | 0.234 | 32.4444 | 584 | 0.8084 | 0.0282 | 0.8084 | 0.8991 |
344
- | 0.234 | 32.5556 | 586 | 0.8108 | 0.0395 | 0.8108 | 0.9004 |
345
- | 0.234 | 32.6667 | 588 | 0.7926 | 0.0395 | 0.7926 | 0.8903 |
346
- | 0.234 | 32.7778 | 590 | 0.7739 | -0.0152 | 0.7739 | 0.8797 |
347
- | 0.234 | 32.8889 | 592 | 0.7833 | -0.0295 | 0.7833 | 0.8850 |
348
- | 0.234 | 33.0 | 594 | 0.8192 | 0.0793 | 0.8192 | 0.9051 |
349
- | 0.234 | 33.1111 | 596 | 0.8254 | 0.0793 | 0.8254 | 0.9085 |
350
- | 0.234 | 33.2222 | 598 | 0.7871 | -0.0743 | 0.7871 | 0.8872 |
351
- | 0.234 | 33.3333 | 600 | 0.7762 | -0.1180 | 0.7762 | 0.8810 |
352
- | 0.234 | 33.4444 | 602 | 0.7738 | -0.0627 | 0.7738 | 0.8797 |
353
- | 0.234 | 33.5556 | 604 | 0.7737 | -0.0065 | 0.7737 | 0.8796 |
354
- | 0.234 | 33.6667 | 606 | 0.7826 | -0.0690 | 0.7826 | 0.8846 |
355
- | 0.234 | 33.7778 | 608 | 0.8304 | 0.0041 | 0.8304 | 0.9113 |
356
- | 0.234 | 33.8889 | 610 | 0.9304 | -0.0245 | 0.9304 | 0.9646 |
357
- | 0.234 | 34.0 | 612 | 0.9955 | -0.0012 | 0.9955 | 0.9977 |
358
- | 0.234 | 34.1111 | 614 | 0.9986 | -0.0012 | 0.9986 | 0.9993 |
359
- | 0.234 | 34.2222 | 616 | 0.9123 | -0.0211 | 0.9123 | 0.9551 |
360
- | 0.234 | 34.3333 | 618 | 0.8823 | -0.0138 | 0.8823 | 0.9393 |
361
- | 0.234 | 34.4444 | 620 | 0.8509 | -0.0837 | 0.8509 | 0.9224 |
362
- | 0.234 | 34.5556 | 622 | 0.8345 | -0.1212 | 0.8345 | 0.9135 |
363
- | 0.234 | 34.6667 | 624 | 0.8319 | -0.1212 | 0.8319 | 0.9121 |
364
- | 0.234 | 34.7778 | 626 | 0.8507 | -0.0471 | 0.8507 | 0.9223 |
365
- | 0.234 | 34.8889 | 628 | 0.8873 | -0.0471 | 0.8873 | 0.9419 |
366
- | 0.234 | 35.0 | 630 | 0.8695 | -0.0471 | 0.8695 | 0.9325 |
367
- | 0.234 | 35.1111 | 632 | 0.8359 | -0.0408 | 0.8359 | 0.9143 |
368
- | 0.234 | 35.2222 | 634 | 0.7760 | -0.0274 | 0.7760 | 0.8809 |
369
- | 0.234 | 35.3333 | 636 | 0.7400 | 0.0479 | 0.7400 | 0.8602 |
370
- | 0.234 | 35.4444 | 638 | 0.7329 | -0.0033 | 0.7329 | 0.8561 |
371
- | 0.234 | 35.5556 | 640 | 0.7330 | -0.0033 | 0.7330 | 0.8562 |
372
- | 0.234 | 35.6667 | 642 | 0.7363 | -0.0033 | 0.7363 | 0.8581 |
373
- | 0.234 | 35.7778 | 644 | 0.7315 | -0.0033 | 0.7315 | 0.8553 |
374
- | 0.234 | 35.8889 | 646 | 0.7977 | 0.0041 | 0.7977 | 0.8931 |
375
- | 0.234 | 36.0 | 648 | 0.9193 | 0.0443 | 0.9193 | 0.9588 |
376
- | 0.234 | 36.1111 | 650 | 0.9942 | -0.0387 | 0.9942 | 0.9971 |
377
- | 0.234 | 36.2222 | 652 | 0.9511 | 0.0391 | 0.9511 | 0.9753 |
378
- | 0.234 | 36.3333 | 654 | 0.9150 | 0.0152 | 0.9150 | 0.9566 |
379
- | 0.234 | 36.4444 | 656 | 0.8952 | -0.0157 | 0.8952 | 0.9462 |
380
- | 0.234 | 36.5556 | 658 | 0.8801 | 0.0651 | 0.8801 | 0.9382 |
381
- | 0.234 | 36.6667 | 660 | 0.8964 | 0.0912 | 0.8964 | 0.9468 |
382
- | 0.234 | 36.7778 | 662 | 0.8768 | -0.0818 | 0.8768 | 0.9364 |
383
- | 0.234 | 36.8889 | 664 | 0.8232 | -0.0274 | 0.8232 | 0.9073 |
384
- | 0.234 | 37.0 | 666 | 0.7878 | -0.0690 | 0.7878 | 0.8876 |
385
- | 0.234 | 37.1111 | 668 | 0.7830 | -0.0704 | 0.7830 | 0.8849 |
386
- | 0.234 | 37.2222 | 670 | 0.8107 | 0.0016 | 0.8107 | 0.9004 |
387
- | 0.234 | 37.3333 | 672 | 0.8440 | 0.1025 | 0.8440 | 0.9187 |
388
- | 0.234 | 37.4444 | 674 | 0.9022 | 0.0747 | 0.9022 | 0.9499 |
389
- | 0.234 | 37.5556 | 676 | 0.9044 | 0.0747 | 0.9044 | 0.9510 |
390
- | 0.234 | 37.6667 | 678 | 0.8357 | 0.0224 | 0.8357 | 0.9141 |
391
- | 0.234 | 37.7778 | 680 | 0.7808 | -0.0391 | 0.7808 | 0.8836 |
392
- | 0.234 | 37.8889 | 682 | 0.7772 | -0.0336 | 0.7772 | 0.8816 |
393
- | 0.234 | 38.0 | 684 | 0.8103 | -0.0391 | 0.8103 | 0.9001 |
394
- | 0.234 | 38.1111 | 686 | 0.8305 | 0.0362 | 0.8305 | 0.9113 |
395
- | 0.234 | 38.2222 | 688 | 0.8508 | 0.0618 | 0.8508 | 0.9224 |
396
- | 0.234 | 38.3333 | 690 | 0.8598 | 0.0587 | 0.8598 | 0.9273 |
397
- | 0.234 | 38.4444 | 692 | 0.8324 | -0.0031 | 0.8324 | 0.9123 |
398
- | 0.234 | 38.5556 | 694 | 0.8192 | 0.0068 | 0.8192 | 0.9051 |
399
- | 0.234 | 38.6667 | 696 | 0.7981 | -0.0731 | 0.7981 | 0.8934 |
400
- | 0.234 | 38.7778 | 698 | 0.7887 | -0.0228 | 0.7887 | 0.8881 |
401
- | 0.234 | 38.8889 | 700 | 0.8143 | -0.0336 | 0.8143 | 0.9024 |
402
- | 0.234 | 39.0 | 702 | 0.8939 | -0.0175 | 0.8939 | 0.9454 |
403
- | 0.234 | 39.1111 | 704 | 1.0590 | -0.0959 | 1.0590 | 1.0291 |
404
- | 0.234 | 39.2222 | 706 | 1.1073 | -0.0712 | 1.1073 | 1.0523 |
405
- | 0.234 | 39.3333 | 708 | 1.0177 | 0.0260 | 1.0177 | 1.0088 |
406
- | 0.234 | 39.4444 | 710 | 0.8581 | -0.0157 | 0.8581 | 0.9264 |
407
- | 0.234 | 39.5556 | 712 | 0.7873 | 0.0869 | 0.7873 | 0.8873 |
408
- | 0.234 | 39.6667 | 714 | 0.8583 | 0.0141 | 0.8583 | 0.9265 |
409
- | 0.234 | 39.7778 | 716 | 0.8800 | -0.0226 | 0.8800 | 0.9381 |
410
- | 0.234 | 39.8889 | 718 | 0.8486 | 0.0089 | 0.8486 | 0.9212 |
411
- | 0.234 | 40.0 | 720 | 0.8360 | -0.0295 | 0.8360 | 0.9143 |
412
- | 0.234 | 40.1111 | 722 | 0.8881 | -0.0076 | 0.8881 | 0.9424 |
413
- | 0.234 | 40.2222 | 724 | 0.9289 | -0.0194 | 0.9289 | 0.9638 |
414
- | 0.234 | 40.3333 | 726 | 0.9343 | -0.0194 | 0.9343 | 0.9666 |
415
- | 0.234 | 40.4444 | 728 | 0.8989 | -0.0486 | 0.8989 | 0.9481 |
416
- | 0.234 | 40.5556 | 730 | 0.8665 | -0.0359 | 0.8665 | 0.9309 |
417
- | 0.234 | 40.6667 | 732 | 0.8395 | 0.0236 | 0.8395 | 0.9163 |
418
- | 0.234 | 40.7778 | 734 | 0.8235 | 0.0338 | 0.8235 | 0.9075 |
419
- | 0.234 | 40.8889 | 736 | 0.8410 | 0.0236 | 0.8410 | 0.9171 |
420
- | 0.234 | 41.0 | 738 | 0.8489 | 0.0095 | 0.8489 | 0.9214 |
421
- | 0.234 | 41.1111 | 740 | 0.8603 | -0.0818 | 0.8603 | 0.9275 |
422
- | 0.234 | 41.2222 | 742 | 0.9015 | -0.0526 | 0.9015 | 0.9495 |
423
- | 0.234 | 41.3333 | 744 | 0.9557 | 0.0025 | 0.9557 | 0.9776 |
424
- | 0.234 | 41.4444 | 746 | 0.9756 | 0.0025 | 0.9756 | 0.9877 |
425
- | 0.234 | 41.5556 | 748 | 0.9579 | -0.0563 | 0.9579 | 0.9787 |
426
- | 0.234 | 41.6667 | 750 | 0.9271 | -0.1589 | 0.9271 | 0.9628 |
427
- | 0.234 | 41.7778 | 752 | 0.9075 | -0.1169 | 0.9075 | 0.9526 |
428
- | 0.234 | 41.8889 | 754 | 0.8927 | -0.0778 | 0.8927 | 0.9448 |
429
- | 0.234 | 42.0 | 756 | 0.8767 | 0.0016 | 0.8767 | 0.9363 |
430
- | 0.234 | 42.1111 | 758 | 0.8666 | 0.0392 | 0.8666 | 0.9309 |
431
- | 0.234 | 42.2222 | 760 | 0.8674 | -0.0441 | 0.8674 | 0.9313 |
432
- | 0.234 | 42.3333 | 762 | 0.8988 | -0.0526 | 0.8988 | 0.9480 |
433
- | 0.234 | 42.4444 | 764 | 0.9206 | 0.0129 | 0.9206 | 0.9595 |
434
- | 0.234 | 42.5556 | 766 | 0.9226 | 0.0129 | 0.9226 | 0.9605 |
435
- | 0.234 | 42.6667 | 768 | 0.9397 | -0.0586 | 0.9397 | 0.9694 |
436
- | 0.234 | 42.7778 | 770 | 0.9502 | -0.0905 | 0.9502 | 0.9748 |
437
- | 0.234 | 42.8889 | 772 | 0.9369 | -0.1219 | 0.9369 | 0.9679 |
438
- | 0.234 | 43.0 | 774 | 0.8842 | -0.0735 | 0.8842 | 0.9403 |
439
- | 0.234 | 43.1111 | 776 | 0.8528 | -0.1140 | 0.8528 | 0.9235 |
440
- | 0.234 | 43.2222 | 778 | 0.8624 | -0.0723 | 0.8624 | 0.9286 |
441
- | 0.234 | 43.3333 | 780 | 0.9121 | -0.1209 | 0.9121 | 0.9550 |
442
- | 0.234 | 43.4444 | 782 | 1.0131 | -0.0563 | 1.0131 | 1.0065 |
443
- | 0.234 | 43.5556 | 784 | 1.0935 | -0.0082 | 1.0935 | 1.0457 |
444
- | 0.234 | 43.6667 | 786 | 1.1085 | -0.0374 | 1.1085 | 1.0528 |
445
- | 0.234 | 43.7778 | 788 | 1.0645 | -0.0361 | 1.0645 | 1.0317 |
446
- | 0.234 | 43.8889 | 790 | 0.9839 | -0.0048 | 0.9839 | 0.9919 |
447
- | 0.234 | 44.0 | 792 | 0.9339 | -0.0030 | 0.9339 | 0.9664 |
448
- | 0.234 | 44.1111 | 794 | 0.8886 | -0.1224 | 0.8886 | 0.9427 |
449
- | 0.234 | 44.2222 | 796 | 0.8761 | -0.0854 | 0.8761 | 0.9360 |
450
- | 0.234 | 44.3333 | 798 | 0.8652 | -0.0471 | 0.8652 | 0.9302 |
451
- | 0.234 | 44.4444 | 800 | 0.8662 | -0.0391 | 0.8662 | 0.9307 |
452
- | 0.234 | 44.5556 | 802 | 0.8929 | -0.1597 | 0.8929 | 0.9449 |
453
- | 0.234 | 44.6667 | 804 | 0.9625 | -0.1230 | 0.9625 | 0.9811 |
454
- | 0.234 | 44.7778 | 806 | 1.0404 | -0.0618 | 1.0404 | 1.0200 |
455
- | 0.234 | 44.8889 | 808 | 1.0390 | 0.0025 | 1.0390 | 1.0193 |
456
- | 0.234 | 45.0 | 810 | 0.9949 | -0.0885 | 0.9949 | 0.9975 |
457
- | 0.234 | 45.1111 | 812 | 0.9315 | -0.1586 | 0.9315 | 0.9651 |
458
- | 0.234 | 45.2222 | 814 | 0.8761 | -0.0355 | 0.8761 | 0.9360 |
459
- | 0.234 | 45.3333 | 816 | 0.8396 | -0.0699 | 0.8396 | 0.9163 |
460
- | 0.234 | 45.4444 | 818 | 0.8392 | -0.0643 | 0.8392 | 0.9161 |
461
- | 0.234 | 45.5556 | 820 | 0.8479 | -0.0643 | 0.8479 | 0.9208 |
462
- | 0.234 | 45.6667 | 822 | 0.8557 | -0.1135 | 0.8557 | 0.9250 |
463
- | 0.234 | 45.7778 | 824 | 0.8766 | -0.0778 | 0.8766 | 0.9363 |
464
- | 0.234 | 45.8889 | 826 | 0.9084 | -0.0837 | 0.9084 | 0.9531 |
465
- | 0.234 | 46.0 | 828 | 0.9685 | -0.1234 | 0.9685 | 0.9841 |
466
- | 0.234 | 46.1111 | 830 | 1.0475 | -0.0348 | 1.0475 | 1.0235 |
467
- | 0.234 | 46.2222 | 832 | 1.0475 | -0.0348 | 1.0475 | 1.0235 |
468
- | 0.234 | 46.3333 | 834 | 1.0084 | -0.0334 | 1.0084 | 1.0042 |
469
- | 0.234 | 46.4444 | 836 | 0.9654 | -0.0291 | 0.9654 | 0.9825 |
470
- | 0.234 | 46.5556 | 838 | 0.9441 | -0.0291 | 0.9441 | 0.9716 |
471
- | 0.234 | 46.6667 | 840 | 0.9568 | -0.0030 | 0.9568 | 0.9781 |
472
- | 0.234 | 46.7778 | 842 | 0.9809 | -0.0361 | 0.9809 | 0.9904 |
473
- | 0.234 | 46.8889 | 844 | 0.9777 | -0.0618 | 0.9777 | 0.9888 |
474
- | 0.234 | 47.0 | 846 | 0.9281 | -0.0862 | 0.9281 | 0.9634 |
475
- | 0.234 | 47.1111 | 848 | 0.8565 | -0.0240 | 0.8565 | 0.9254 |
476
- | 0.234 | 47.2222 | 850 | 0.8425 | -0.0086 | 0.8425 | 0.9179 |
477
- | 0.234 | 47.3333 | 852 | 0.8473 | 0.0 | 0.8473 | 0.9205 |
478
- | 0.234 | 47.4444 | 854 | 0.8376 | 0.0338 | 0.8376 | 0.9152 |
479
- | 0.234 | 47.5556 | 856 | 0.8861 | -0.0341 | 0.8861 | 0.9413 |
480
- | 0.234 | 47.6667 | 858 | 0.9737 | -0.0823 | 0.9737 | 0.9868 |
481
- | 0.234 | 47.7778 | 860 | 1.0356 | -0.0276 | 1.0356 | 1.0176 |
482
- | 0.234 | 47.8889 | 862 | 1.0264 | -0.0618 | 1.0264 | 1.0131 |
483
- | 0.234 | 48.0 | 864 | 0.9483 | -0.0211 | 0.9483 | 0.9738 |
484
- | 0.234 | 48.1111 | 866 | 0.8601 | -0.0787 | 0.8601 | 0.9274 |
485
- | 0.234 | 48.2222 | 868 | 0.8255 | 0.0269 | 0.8255 | 0.9086 |
486
- | 0.234 | 48.3333 | 870 | 0.8233 | 0.0303 | 0.8233 | 0.9073 |
487
- | 0.234 | 48.4444 | 872 | 0.8200 | 0.0303 | 0.8200 | 0.9055 |
488
- | 0.234 | 48.5556 | 874 | 0.8203 | -0.0686 | 0.8203 | 0.9057 |
489
- | 0.234 | 48.6667 | 876 | 0.8400 | -0.0818 | 0.8400 | 0.9165 |
490
- | 0.234 | 48.7778 | 878 | 0.8942 | -0.0175 | 0.8942 | 0.9456 |
491
- | 0.234 | 48.8889 | 880 | 0.9480 | -0.0334 | 0.9480 | 0.9737 |
492
- | 0.234 | 49.0 | 882 | 1.0162 | 0.0210 | 1.0162 | 1.0081 |
493
- | 0.234 | 49.1111 | 884 | 1.0177 | 0.0137 | 1.0177 | 1.0088 |
494
- | 0.234 | 49.2222 | 886 | 0.9321 | -0.0012 | 0.9321 | 0.9654 |
495
- | 0.234 | 49.3333 | 888 | 0.8422 | -0.0138 | 0.8422 | 0.9177 |
496
- | 0.234 | 49.4444 | 890 | 0.7731 | -0.0316 | 0.7731 | 0.8793 |
497
- | 0.234 | 49.5556 | 892 | 0.7615 | -0.0252 | 0.7615 | 0.8726 |
498
- | 0.234 | 49.6667 | 894 | 0.7697 | 0.0303 | 0.7697 | 0.8773 |
499
- | 0.234 | 49.7778 | 896 | 0.7775 | -0.0672 | 0.7775 | 0.8817 |
500
- | 0.234 | 49.8889 | 898 | 0.7845 | -0.1131 | 0.7845 | 0.8857 |
501
- | 0.234 | 50.0 | 900 | 0.7926 | -0.1131 | 0.7926 | 0.8903 |
502
- | 0.234 | 50.1111 | 902 | 0.7972 | -0.1131 | 0.7972 | 0.8928 |
503
- | 0.234 | 50.2222 | 904 | 0.7993 | -0.1131 | 0.7993 | 0.8940 |
504
- | 0.234 | 50.3333 | 906 | 0.7967 | -0.1131 | 0.7967 | 0.8926 |
505
 
506
 
507
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k8_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_k8_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: 0.9619
19
+ - Qwk: -0.1224
20
+ - Mse: 0.9619
21
+ - Rmse: 0.9808
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1 | 2 | 3.5026 | -0.0354 | 3.5026 | 1.8715 |
53
+ | No log | 0.2 | 4 | 1.8202 | 0.0737 | 1.8202 | 1.3492 |
54
+ | No log | 0.3 | 6 | 1.1473 | -0.1015 | 1.1473 | 1.0711 |
55
+ | No log | 0.4 | 8 | 1.0014 | -0.0595 | 1.0014 | 1.0007 |
56
+ | No log | 0.5 | 10 | 0.7662 | 0.0159 | 0.7662 | 0.8753 |
57
+ | No log | 0.6 | 12 | 0.9721 | -0.0606 | 0.9721 | 0.9859 |
58
+ | No log | 0.7 | 14 | 1.3685 | 0.0 | 1.3685 | 1.1698 |
59
+ | No log | 0.8 | 16 | 1.4891 | 0.0 | 1.4891 | 1.2203 |
60
+ | No log | 0.9 | 18 | 1.4558 | 0.0 | 1.4558 | 1.2065 |
61
+ | No log | 1.0 | 20 | 1.3516 | -0.0247 | 1.3516 | 1.1626 |
62
+ | No log | 1.1 | 22 | 1.2995 | -0.0221 | 1.2995 | 1.1400 |
63
+ | No log | 1.2 | 24 | 1.0748 | -0.0961 | 1.0748 | 1.0367 |
64
+ | No log | 1.3 | 26 | 0.9892 | -0.2364 | 0.9892 | 0.9946 |
65
+ | No log | 1.4 | 28 | 1.0093 | -0.1609 | 1.0093 | 1.0047 |
66
+ | No log | 1.5 | 30 | 1.0983 | -0.1292 | 1.0983 | 1.0480 |
67
+ | No log | 1.6 | 32 | 1.1614 | -0.0457 | 1.1614 | 1.0777 |
68
+ | No log | 1.7 | 34 | 1.0374 | -0.1287 | 1.0374 | 1.0185 |
69
+ | No log | 1.8 | 36 | 1.1010 | -0.0712 | 1.1010 | 1.0493 |
70
+ | No log | 1.9 | 38 | 1.2095 | -0.0457 | 1.2095 | 1.0998 |
71
+ | No log | 2.0 | 40 | 1.1977 | -0.0149 | 1.1977 | 1.0944 |
72
+ | No log | 2.1 | 42 | 1.0194 | -0.0285 | 1.0194 | 1.0097 |
73
+ | No log | 2.2 | 44 | 0.9584 | -0.0861 | 0.9584 | 0.9790 |
74
+ | No log | 2.3 | 46 | 0.9547 | 0.0676 | 0.9547 | 0.9771 |
75
+ | No log | 2.4 | 48 | 1.0534 | -0.1281 | 1.0534 | 1.0263 |
76
+ | No log | 2.5 | 50 | 1.1992 | -0.0695 | 1.1992 | 1.0951 |
77
+ | No log | 2.6 | 52 | 1.2839 | 0.0152 | 1.2839 | 1.1331 |
78
+ | No log | 2.7 | 54 | 1.5710 | 0.0690 | 1.5710 | 1.2534 |
79
+ | No log | 2.8 | 56 | 1.1618 | -0.0628 | 1.1618 | 1.0779 |
80
+ | No log | 2.9 | 58 | 1.1595 | -0.0628 | 1.1595 | 1.0768 |
81
+ | No log | 3.0 | 60 | 0.9127 | 0.0409 | 0.9127 | 0.9554 |
82
+ | No log | 3.1 | 62 | 0.8508 | 0.0909 | 0.8508 | 0.9224 |
83
+ | No log | 3.2 | 64 | 0.8096 | 0.1291 | 0.8096 | 0.8998 |
84
+ | No log | 3.3 | 66 | 0.8012 | 0.0549 | 0.8012 | 0.8951 |
85
+ | No log | 3.4 | 68 | 1.0609 | 0.0735 | 1.0609 | 1.0300 |
86
+ | No log | 3.5 | 70 | 0.9832 | 0.1145 | 0.9832 | 0.9916 |
87
+ | No log | 3.6 | 72 | 0.8177 | 0.0257 | 0.8177 | 0.9042 |
88
+ | No log | 3.7 | 74 | 1.0919 | 0.0707 | 1.0919 | 1.0449 |
89
+ | No log | 3.8 | 76 | 1.2515 | -0.0353 | 1.2515 | 1.1187 |
90
+ | No log | 3.9 | 78 | 1.1727 | -0.0288 | 1.1727 | 1.0829 |
91
+ | No log | 4.0 | 80 | 0.8557 | -0.0560 | 0.8557 | 0.9251 |
92
+ | No log | 4.1 | 82 | 0.8672 | -0.0560 | 0.8672 | 0.9312 |
93
+ | No log | 4.2 | 84 | 1.0731 | -0.0862 | 1.0731 | 1.0359 |
94
+ | No log | 4.3 | 86 | 1.2800 | -0.0629 | 1.2800 | 1.1314 |
95
+ | No log | 4.4 | 88 | 1.0361 | -0.1589 | 1.0361 | 1.0179 |
96
+ | No log | 4.5 | 90 | 1.0570 | -0.1214 | 1.0570 | 1.0281 |
97
+ | No log | 4.6 | 92 | 1.2468 | -0.1468 | 1.2468 | 1.1166 |
98
+ | No log | 4.7 | 94 | 1.1077 | -0.1224 | 1.1077 | 1.0525 |
99
+ | No log | 4.8 | 96 | 0.9528 | -0.1255 | 0.9528 | 0.9761 |
100
+ | No log | 4.9 | 98 | 0.8477 | -0.0541 | 0.8477 | 0.9207 |
101
+ | No log | 5.0 | 100 | 0.8328 | 0.0374 | 0.8328 | 0.9126 |
102
+ | No log | 5.1 | 102 | 1.2754 | 0.0488 | 1.2754 | 1.1293 |
103
+ | No log | 5.2 | 104 | 1.6608 | 0.0502 | 1.6608 | 1.2887 |
104
+ | No log | 5.3 | 106 | 1.1961 | -0.0953 | 1.1961 | 1.0937 |
105
+ | No log | 5.4 | 108 | 0.8787 | -0.1668 | 0.8787 | 0.9374 |
106
+ | No log | 5.5 | 110 | 0.9075 | -0.1191 | 0.9075 | 0.9526 |
107
+ | No log | 5.6 | 112 | 1.0789 | -0.1230 | 1.0789 | 1.0387 |
108
+ | No log | 5.7 | 114 | 0.9707 | -0.1618 | 0.9707 | 0.9853 |
109
+ | No log | 5.8 | 116 | 0.8886 | -0.0560 | 0.8886 | 0.9427 |
110
+ | No log | 5.9 | 118 | 0.9173 | -0.1542 | 0.9173 | 0.9578 |
111
+ | No log | 6.0 | 120 | 0.9518 | -0.2511 | 0.9518 | 0.9756 |
112
+ | No log | 6.1 | 122 | 1.1052 | -0.0777 | 1.1052 | 1.0513 |
113
+ | No log | 6.2 | 124 | 0.9347 | -0.1121 | 0.9347 | 0.9668 |
114
+ | No log | 6.3 | 126 | 0.9285 | -0.0560 | 0.9285 | 0.9636 |
115
+ | No log | 6.4 | 128 | 0.9069 | -0.0578 | 0.9069 | 0.9523 |
116
+ | No log | 6.5 | 130 | 1.1948 | -0.1905 | 1.1948 | 1.0931 |
117
+ | No log | 6.6 | 132 | 1.3958 | 0.0199 | 1.3958 | 1.1814 |
118
+ | No log | 6.7 | 134 | 0.9849 | -0.2448 | 0.9849 | 0.9924 |
119
+ | No log | 6.8 | 136 | 0.8507 | -0.0179 | 0.8507 | 0.9223 |
120
+ | No log | 6.9 | 138 | 0.9272 | -0.2468 | 0.9272 | 0.9629 |
121
+ | No log | 7.0 | 140 | 1.0051 | -0.2021 | 1.0051 | 1.0025 |
122
+ | No log | 7.1 | 142 | 1.0243 | -0.2021 | 1.0243 | 1.0121 |
123
+ | No log | 7.2 | 144 | 1.0701 | -0.2351 | 1.0701 | 1.0345 |
124
+ | No log | 7.3 | 146 | 1.1915 | -0.1988 | 1.1915 | 1.0916 |
125
+ | No log | 7.4 | 148 | 1.0139 | -0.2386 | 1.0139 | 1.0069 |
126
+ | No log | 7.5 | 150 | 1.1031 | -0.2810 | 1.1031 | 1.0503 |
127
+ | No log | 7.6 | 152 | 1.0085 | -0.1695 | 1.0085 | 1.0042 |
128
+ | No log | 7.7 | 154 | 0.8440 | -0.1094 | 0.8440 | 0.9187 |
129
+ | No log | 7.8 | 156 | 0.8369 | -0.1088 | 0.8369 | 0.9148 |
130
+ | No log | 7.9 | 158 | 0.9448 | -0.1715 | 0.9448 | 0.9720 |
131
+ | No log | 8.0 | 160 | 1.4682 | -0.0927 | 1.4682 | 1.2117 |
132
+ | No log | 8.1 | 162 | 1.3773 | -0.0942 | 1.3773 | 1.1736 |
133
+ | No log | 8.2 | 164 | 0.9293 | -0.2116 | 0.9293 | 0.9640 |
134
+ | No log | 8.3 | 166 | 0.9073 | -0.0949 | 0.9073 | 0.9525 |
135
+ | No log | 8.4 | 168 | 0.8871 | -0.0949 | 0.8871 | 0.9419 |
136
+ | No log | 8.5 | 170 | 0.8737 | -0.1594 | 0.8737 | 0.9347 |
137
+ | No log | 8.6 | 172 | 1.0454 | -0.1977 | 1.0454 | 1.0225 |
138
+ | No log | 8.7 | 174 | 0.9607 | -0.1194 | 0.9607 | 0.9801 |
139
+ | No log | 8.8 | 176 | 0.8901 | -0.0252 | 0.8901 | 0.9435 |
140
+ | No log | 8.9 | 178 | 0.7941 | -0.0152 | 0.7941 | 0.8911 |
141
+ | No log | 9.0 | 180 | 0.8055 | -0.0240 | 0.8055 | 0.8975 |
142
+ | No log | 9.1 | 182 | 0.8461 | -0.1187 | 0.8461 | 0.9198 |
143
+ | No log | 9.2 | 184 | 0.9098 | -0.1253 | 0.9098 | 0.9538 |
144
+ | No log | 9.3 | 186 | 1.0147 | -0.1267 | 1.0147 | 1.0073 |
145
+ | No log | 9.4 | 188 | 0.8699 | -0.0331 | 0.8699 | 0.9327 |
146
+ | No log | 9.5 | 190 | 0.7930 | 0.0541 | 0.7930 | 0.8905 |
147
+ | No log | 9.6 | 192 | 0.7766 | -0.1153 | 0.7766 | 0.8813 |
148
+ | No log | 9.7 | 194 | 0.8516 | 0.0191 | 0.8516 | 0.9228 |
149
+ | No log | 9.8 | 196 | 0.9313 | -0.1255 | 0.9313 | 0.9650 |
150
+ | No log | 9.9 | 198 | 1.1797 | 0.0045 | 1.1797 | 1.0861 |
151
+ | No log | 10.0 | 200 | 0.9809 | -0.1259 | 0.9809 | 0.9904 |
152
+ | No log | 10.1 | 202 | 0.8022 | -0.1163 | 0.8022 | 0.8956 |
153
+ | No log | 10.2 | 204 | 0.8028 | -0.1163 | 0.8028 | 0.8960 |
154
+ | No log | 10.3 | 206 | 0.8813 | -0.0801 | 0.8813 | 0.9388 |
155
+ | No log | 10.4 | 208 | 1.1895 | -0.0306 | 1.1895 | 1.0907 |
156
+ | No log | 10.5 | 210 | 1.0984 | -0.1274 | 1.0984 | 1.0480 |
157
+ | No log | 10.6 | 212 | 0.8789 | -0.1158 | 0.8789 | 0.9375 |
158
+ | No log | 10.7 | 214 | 1.0165 | -0.0801 | 1.0165 | 1.0082 |
159
+ | No log | 10.8 | 216 | 0.9739 | -0.0678 | 0.9739 | 0.9869 |
160
+ | No log | 10.9 | 218 | 0.8834 | -0.0675 | 0.8834 | 0.9399 |
161
+ | No log | 11.0 | 220 | 1.5505 | -0.0443 | 1.5505 | 1.2452 |
162
+ | No log | 11.1 | 222 | 2.0996 | -0.0490 | 2.0996 | 1.4490 |
163
+ | No log | 11.2 | 224 | 1.8107 | -0.0480 | 1.8107 | 1.3456 |
164
+ | No log | 11.3 | 226 | 1.0764 | 0.0404 | 1.0764 | 1.0375 |
165
+ | No log | 11.4 | 228 | 0.7737 | -0.0675 | 0.7737 | 0.8796 |
166
+ | No log | 11.5 | 230 | 0.7566 | -0.0065 | 0.7566 | 0.8698 |
167
+ | No log | 11.6 | 232 | 0.7654 | -0.0660 | 0.7654 | 0.8749 |
168
+ | No log | 11.7 | 234 | 0.8473 | -0.1200 | 0.8473 | 0.9205 |
169
+ | No log | 11.8 | 236 | 0.9937 | 0.1114 | 0.9937 | 0.9968 |
170
+ | No log | 11.9 | 238 | 0.9204 | -0.0545 | 0.9204 | 0.9594 |
171
+ | No log | 12.0 | 240 | 0.8627 | -0.2033 | 0.8627 | 0.9288 |
172
+ | No log | 12.1 | 242 | 0.8137 | -0.1180 | 0.8137 | 0.9020 |
173
+ | No log | 12.2 | 244 | 0.8662 | -0.1644 | 0.8662 | 0.9307 |
174
+ | No log | 12.3 | 246 | 0.9594 | -0.1601 | 0.9594 | 0.9795 |
175
+ | No log | 12.4 | 248 | 0.9388 | -0.1605 | 0.9388 | 0.9689 |
176
+ | No log | 12.5 | 250 | 0.8592 | -0.1623 | 0.8592 | 0.9269 |
177
+ | No log | 12.6 | 252 | 0.7720 | -0.0179 | 0.7720 | 0.8786 |
178
+ | No log | 12.7 | 254 | 0.7600 | -0.0179 | 0.7600 | 0.8718 |
179
+ | No log | 12.8 | 256 | 0.8460 | -0.0799 | 0.8460 | 0.9198 |
180
+ | No log | 12.9 | 258 | 0.9784 | -0.1228 | 0.9784 | 0.9892 |
181
+ | No log | 13.0 | 260 | 0.9677 | -0.0845 | 0.9677 | 0.9837 |
182
+ | No log | 13.1 | 262 | 0.8887 | -0.1206 | 0.8887 | 0.9427 |
183
+ | No log | 13.2 | 264 | 0.8272 | -0.0704 | 0.8272 | 0.9095 |
184
+ | No log | 13.3 | 266 | 0.8652 | -0.1197 | 0.8652 | 0.9302 |
185
+ | No log | 13.4 | 268 | 0.9738 | -0.1214 | 0.9738 | 0.9868 |
186
+ | No log | 13.5 | 270 | 0.9615 | -0.1605 | 0.9615 | 0.9806 |
187
+ | No log | 13.6 | 272 | 0.8420 | -0.0179 | 0.8420 | 0.9176 |
188
+ | No log | 13.7 | 274 | 0.8558 | 0.0 | 0.8558 | 0.9251 |
189
+ | No log | 13.8 | 276 | 0.8637 | 0.0 | 0.8637 | 0.9293 |
190
+ | No log | 13.9 | 278 | 0.8974 | -0.1184 | 0.8974 | 0.9473 |
191
+ | No log | 14.0 | 280 | 0.9745 | -0.0390 | 0.9745 | 0.9871 |
192
+ | No log | 14.1 | 282 | 0.9567 | -0.0842 | 0.9567 | 0.9781 |
193
+ | No log | 14.2 | 284 | 0.8547 | -0.1184 | 0.8547 | 0.9245 |
194
+ | No log | 14.3 | 286 | 0.8384 | -0.1172 | 0.8384 | 0.9156 |
195
+ | No log | 14.4 | 288 | 0.8753 | -0.0295 | 0.8753 | 0.9356 |
196
+ | No log | 14.5 | 290 | 0.9589 | -0.1265 | 0.9589 | 0.9792 |
197
+ | No log | 14.6 | 292 | 0.9432 | -0.1601 | 0.9432 | 0.9712 |
198
+ | No log | 14.7 | 294 | 0.9182 | -0.1605 | 0.9182 | 0.9582 |
199
+ | No log | 14.8 | 296 | 0.8898 | -0.0295 | 0.8898 | 0.9433 |
200
+ | No log | 14.9 | 298 | 0.8746 | -0.1656 | 0.8746 | 0.9352 |
201
+ | No log | 15.0 | 300 | 0.8813 | -0.0731 | 0.8813 | 0.9388 |
202
+ | No log | 15.1 | 302 | 0.9196 | -0.1200 | 0.9196 | 0.9589 |
203
+ | No log | 15.2 | 304 | 0.8952 | -0.0295 | 0.8952 | 0.9461 |
204
+ | No log | 15.3 | 306 | 0.8869 | -0.0295 | 0.8869 | 0.9418 |
205
+ | No log | 15.4 | 308 | 0.8921 | 0.0099 | 0.8921 | 0.9445 |
206
+ | No log | 15.5 | 310 | 0.9049 | -0.0316 | 0.9049 | 0.9512 |
207
+ | No log | 15.6 | 312 | 0.8920 | -0.0690 | 0.8920 | 0.9445 |
208
+ | No log | 15.7 | 314 | 0.9263 | -0.0316 | 0.9263 | 0.9625 |
209
+ | No log | 15.8 | 316 | 0.9419 | -0.0295 | 0.9419 | 0.9705 |
210
+ | No log | 15.9 | 318 | 1.0363 | -0.1988 | 1.0363 | 1.0180 |
211
+ | No log | 16.0 | 320 | 1.2354 | -0.1245 | 1.2354 | 1.1115 |
212
+ | No log | 16.1 | 322 | 1.2467 | -0.0942 | 1.2467 | 1.1166 |
213
+ | No log | 16.2 | 324 | 1.0794 | -0.1921 | 1.0794 | 1.0390 |
214
+ | No log | 16.3 | 326 | 0.9624 | -0.1998 | 0.9624 | 0.9810 |
215
+ | No log | 16.4 | 328 | 0.9833 | -0.1913 | 0.9833 | 0.9916 |
216
+ | No log | 16.5 | 330 | 1.0693 | -0.0668 | 1.0693 | 1.0341 |
217
+ | No log | 16.6 | 332 | 1.0543 | -0.0372 | 1.0543 | 1.0268 |
218
+ | No log | 16.7 | 334 | 0.8671 | -0.1270 | 0.8671 | 0.9312 |
219
+ | No log | 16.8 | 336 | 0.7371 | 0.0857 | 0.7371 | 0.8586 |
220
+ | No log | 16.9 | 338 | 0.8539 | -0.0717 | 0.8539 | 0.9241 |
221
+ | No log | 17.0 | 340 | 0.8976 | -0.1159 | 0.8976 | 0.9474 |
222
+ | No log | 17.1 | 342 | 0.9026 | -0.0686 | 0.9026 | 0.9500 |
223
+ | No log | 17.2 | 344 | 1.0366 | -0.1541 | 1.0366 | 1.0181 |
224
+ | No log | 17.3 | 346 | 1.0784 | -0.1541 | 1.0784 | 1.0385 |
225
+ | No log | 17.4 | 348 | 0.9585 | -0.0699 | 0.9585 | 0.9790 |
226
+ | No log | 17.5 | 350 | 0.9290 | -0.2077 | 0.9290 | 0.9639 |
227
+ | No log | 17.6 | 352 | 0.8993 | -0.1094 | 0.8993 | 0.9483 |
228
+ | No log | 17.7 | 354 | 0.8928 | -0.1623 | 0.8928 | 0.9449 |
229
+ | No log | 17.8 | 356 | 1.0980 | -0.0686 | 1.0980 | 1.0479 |
230
+ | No log | 17.9 | 358 | 1.2145 | -0.0435 | 1.2145 | 1.1020 |
231
+ | No log | 18.0 | 360 | 1.1151 | -0.0117 | 1.1151 | 1.0560 |
232
+ | No log | 18.1 | 362 | 0.8778 | -0.0870 | 0.8778 | 0.9369 |
233
+ | No log | 18.2 | 364 | 0.7991 | -0.0204 | 0.7991 | 0.8939 |
234
+ | No log | 18.3 | 366 | 0.7953 | -0.0644 | 0.7953 | 0.8918 |
235
+ | No log | 18.4 | 368 | 0.8183 | -0.0675 | 0.8183 | 0.9046 |
236
+ | No log | 18.5 | 370 | 0.8258 | -0.0675 | 0.8258 | 0.9088 |
237
+ | No log | 18.6 | 372 | 0.8315 | -0.1172 | 0.8315 | 0.9118 |
238
+ | No log | 18.7 | 374 | 0.8369 | -0.0731 | 0.8369 | 0.9148 |
239
+ | No log | 18.8 | 376 | 0.8744 | -0.0778 | 0.8744 | 0.9351 |
240
+ | No log | 18.9 | 378 | 0.9263 | -0.1593 | 0.9263 | 0.9624 |
241
+ | No log | 19.0 | 380 | 0.8946 | -0.1206 | 0.8946 | 0.9459 |
242
+ | No log | 19.1 | 382 | 0.8602 | -0.2093 | 0.8602 | 0.9275 |
243
+ | No log | 19.2 | 384 | 0.8703 | -0.1604 | 0.8703 | 0.9329 |
244
+ | No log | 19.3 | 386 | 0.8623 | -0.1604 | 0.8623 | 0.9286 |
245
+ | No log | 19.4 | 388 | 0.8659 | -0.1172 | 0.8659 | 0.9305 |
246
+ | No log | 19.5 | 390 | 0.9083 | -0.1206 | 0.9083 | 0.9530 |
247
+ | No log | 19.6 | 392 | 1.0777 | -0.1279 | 1.0777 | 1.0381 |
248
+ | No log | 19.7 | 394 | 1.1298 | -0.0966 | 1.1298 | 1.0629 |
249
+ | No log | 19.8 | 396 | 1.0345 | -0.1921 | 1.0345 | 1.0171 |
250
+ | No log | 19.9 | 398 | 0.9853 | -0.1597 | 0.9853 | 0.9926 |
251
+ | No log | 20.0 | 400 | 1.0069 | -0.1967 | 1.0069 | 1.0035 |
252
+ | No log | 20.1 | 402 | 1.0841 | -0.1569 | 1.0841 | 1.0412 |
253
+ | No log | 20.2 | 404 | 1.0277 | -0.1572 | 1.0277 | 1.0138 |
254
+ | No log | 20.3 | 406 | 0.9518 | -0.1998 | 0.9518 | 0.9756 |
255
+ | No log | 20.4 | 408 | 0.9429 | -0.1998 | 0.9429 | 0.9710 |
256
+ | No log | 20.5 | 410 | 0.9375 | -0.1671 | 0.9375 | 0.9683 |
257
+ | No log | 20.6 | 412 | 0.8945 | -0.1638 | 0.8945 | 0.9458 |
258
+ | No log | 20.7 | 414 | 0.8909 | -0.0690 | 0.8909 | 0.9439 |
259
+ | No log | 20.8 | 416 | 0.8941 | -0.1610 | 0.8941 | 0.9456 |
260
+ | No log | 20.9 | 418 | 0.9065 | -0.0704 | 0.9065 | 0.9521 |
261
+ | No log | 21.0 | 420 | 0.9824 | -0.1605 | 0.9824 | 0.9911 |
262
+ | No log | 21.1 | 422 | 1.0377 | -0.0943 | 1.0377 | 1.0187 |
263
+ | No log | 21.2 | 424 | 0.9951 | -0.0930 | 0.9951 | 0.9976 |
264
+ | No log | 21.3 | 426 | 0.8615 | -0.1676 | 0.8615 | 0.9282 |
265
+ | No log | 21.4 | 428 | 0.8000 | 0.0914 | 0.8000 | 0.8944 |
266
+ | No log | 21.5 | 430 | 0.8058 | 0.0914 | 0.8058 | 0.8976 |
267
+ | No log | 21.6 | 432 | 0.8651 | -0.1671 | 0.8651 | 0.9301 |
268
+ | No log | 21.7 | 434 | 0.9241 | -0.1655 | 0.9241 | 0.9613 |
269
+ | No log | 21.8 | 436 | 0.9396 | -0.1655 | 0.9396 | 0.9693 |
270
+ | No log | 21.9 | 438 | 0.9685 | -0.1589 | 0.9685 | 0.9841 |
271
+ | No log | 22.0 | 440 | 0.9778 | -0.1977 | 0.9778 | 0.9889 |
272
+ | No log | 22.1 | 442 | 0.9798 | -0.1977 | 0.9798 | 0.9898 |
273
+ | No log | 22.2 | 444 | 1.0024 | -0.1601 | 1.0024 | 1.0012 |
274
+ | No log | 22.3 | 446 | 1.0149 | -0.1605 | 1.0149 | 1.0074 |
275
+ | No log | 22.4 | 448 | 1.0276 | -0.1605 | 1.0276 | 1.0137 |
276
+ | No log | 22.5 | 450 | 1.0193 | -0.1214 | 1.0193 | 1.0096 |
277
+ | No log | 22.6 | 452 | 1.0060 | -0.1589 | 1.0060 | 1.0030 |
278
+ | No log | 22.7 | 454 | 0.9345 | -0.1593 | 0.9345 | 0.9667 |
279
+ | No log | 22.8 | 456 | 0.8978 | -0.0861 | 0.8978 | 0.9475 |
280
+ | No log | 22.9 | 458 | 0.8507 | -0.1257 | 0.8507 | 0.9223 |
281
+ | No log | 23.0 | 460 | 0.8251 | -0.0274 | 0.8251 | 0.9083 |
282
+ | No log | 23.1 | 462 | 0.8326 | -0.0274 | 0.8326 | 0.9125 |
283
+ | No log | 23.2 | 464 | 0.9210 | -0.0828 | 0.9210 | 0.9597 |
284
+ | No log | 23.3 | 466 | 0.9748 | -0.1224 | 0.9748 | 0.9873 |
285
+ | No log | 23.4 | 468 | 0.9645 | -0.1212 | 0.9645 | 0.9821 |
286
+ | No log | 23.5 | 470 | 0.9479 | -0.1623 | 0.9479 | 0.9736 |
287
+ | No log | 23.6 | 472 | 0.9042 | -0.1187 | 0.9042 | 0.9509 |
288
+ | No log | 23.7 | 474 | 0.9100 | -0.1628 | 0.9100 | 0.9539 |
289
+ | No log | 23.8 | 476 | 0.9448 | -0.1209 | 0.9448 | 0.9720 |
290
+ | No log | 23.9 | 478 | 1.0447 | -0.1230 | 1.0447 | 1.0221 |
291
+ | No log | 24.0 | 480 | 1.0990 | -0.0931 | 1.0990 | 1.0483 |
292
+ | No log | 24.1 | 482 | 1.0914 | -0.0657 | 1.0914 | 1.0447 |
293
+ | No log | 24.2 | 484 | 0.9898 | -0.1238 | 0.9898 | 0.9949 |
294
+ | No log | 24.3 | 486 | 0.9424 | -0.1589 | 0.9424 | 0.9708 |
295
+ | No log | 24.4 | 488 | 0.9125 | -0.1605 | 0.9125 | 0.9552 |
296
+ | No log | 24.5 | 490 | 0.9173 | -0.1605 | 0.9173 | 0.9578 |
297
+ | No log | 24.6 | 492 | 0.9262 | -0.2021 | 0.9262 | 0.9624 |
298
+ | No log | 24.7 | 494 | 1.0065 | -0.1273 | 1.0065 | 1.0033 |
299
+ | No log | 24.8 | 496 | 1.1876 | -0.0982 | 1.1876 | 1.0898 |
300
+ | No log | 24.9 | 498 | 1.2856 | -0.0423 | 1.2856 | 1.1338 |
301
+ | 0.2331 | 25.0 | 500 | 1.2859 | -0.0728 | 1.2859 | 1.1340 |
302
+ | 0.2331 | 25.1 | 502 | 1.2544 | -0.0728 | 1.2544 | 1.1200 |
303
+ | 0.2331 | 25.2 | 504 | 1.1484 | -0.0972 | 1.1484 | 1.0716 |
304
+ | 0.2331 | 25.3 | 506 | 0.9963 | -0.1224 | 0.9963 | 0.9982 |
305
+ | 0.2331 | 25.4 | 508 | 0.9563 | -0.1593 | 0.9563 | 0.9779 |
306
+ | 0.2331 | 25.5 | 510 | 0.9619 | -0.1224 | 0.9619 | 0.9808 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions