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ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k13_task2_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: ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k12_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k12_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.7647
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- - Qwk: 0.4749
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- - Mse: 0.7647
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- - Rmse: 0.8745
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  ## Model description
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@@ -47,526 +47,349 @@ 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 | 0.0308 | 2 | 4.3809 | -0.0441 | 4.3809 | 2.0931 |
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- | No log | 0.0615 | 4 | 2.4457 | -0.0136 | 2.4457 | 1.5639 |
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- | No log | 0.0923 | 6 | 1.5370 | -0.0553 | 1.5370 | 1.2398 |
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- | No log | 0.1231 | 8 | 0.9461 | -0.0338 | 0.9461 | 0.9727 |
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- | No log | 0.1538 | 10 | 0.9205 | 0.0932 | 0.9205 | 0.9594 |
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- | No log | 0.1846 | 12 | 1.0027 | 0.0196 | 1.0027 | 1.0014 |
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- | No log | 0.2154 | 14 | 1.3413 | -0.1219 | 1.3413 | 1.1582 |
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- | No log | 0.2462 | 16 | 1.2598 | -0.1642 | 1.2598 | 1.1224 |
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- | No log | 0.2769 | 18 | 0.8757 | 0.0660 | 0.8757 | 0.9358 |
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- | No log | 0.3077 | 20 | 0.8795 | 0.0294 | 0.8795 | 0.9378 |
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- | No log | 0.3385 | 22 | 0.8360 | 0.0726 | 0.8360 | 0.9143 |
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- | No log | 0.3692 | 24 | 0.8678 | 0.0989 | 0.8678 | 0.9316 |
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- | No log | 0.4 | 26 | 0.9502 | 0.0212 | 0.9502 | 0.9748 |
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- | No log | 0.4308 | 28 | 1.0742 | -0.0210 | 1.0742 | 1.0365 |
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- | No log | 0.4615 | 30 | 1.1383 | -0.0674 | 1.1383 | 1.0669 |
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- | No log | 0.4923 | 32 | 1.0390 | 0.0653 | 1.0390 | 1.0193 |
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- | No log | 0.5231 | 34 | 1.1664 | 0.0210 | 1.1664 | 1.0800 |
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- | No log | 0.5538 | 36 | 1.1908 | 0.0165 | 1.1908 | 1.0913 |
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- | No log | 0.5846 | 38 | 1.1725 | -0.0258 | 1.1725 | 1.0828 |
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- | No log | 0.6154 | 40 | 1.0248 | -0.0004 | 1.0248 | 1.0123 |
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- | No log | 0.6462 | 42 | 0.8665 | 0.2136 | 0.8665 | 0.9308 |
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- | No log | 0.6769 | 44 | 0.8039 | 0.2301 | 0.8039 | 0.8966 |
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- | No log | 0.7077 | 46 | 0.7986 | 0.2726 | 0.7986 | 0.8936 |
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- | No log | 0.7385 | 48 | 0.8027 | 0.2971 | 0.8027 | 0.8959 |
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- | No log | 0.7692 | 50 | 0.8995 | 0.1697 | 0.8995 | 0.9484 |
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- | No log | 0.8 | 52 | 0.9316 | 0.1937 | 0.9316 | 0.9652 |
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- | No log | 0.8308 | 54 | 0.8541 | 0.2898 | 0.8541 | 0.9242 |
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- | No log | 0.8615 | 56 | 0.8035 | 0.2825 | 0.8035 | 0.8964 |
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- | No log | 0.8923 | 58 | 0.7699 | 0.3564 | 0.7699 | 0.8775 |
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- | No log | 0.9231 | 60 | 0.7896 | 0.2902 | 0.7896 | 0.8886 |
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- | No log | 0.9538 | 62 | 0.7431 | 0.3876 | 0.7431 | 0.8620 |
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- | No log | 0.9846 | 64 | 0.7763 | 0.3475 | 0.7763 | 0.8811 |
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- | No log | 1.0154 | 66 | 0.7720 | 0.3633 | 0.7720 | 0.8786 |
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- | No log | 1.0462 | 68 | 0.8075 | 0.3426 | 0.8075 | 0.8986 |
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- | No log | 1.0769 | 70 | 0.7993 | 0.4140 | 0.7993 | 0.8941 |
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- | No log | 1.1077 | 72 | 0.8238 | 0.4401 | 0.8238 | 0.9076 |
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- | No log | 1.1385 | 74 | 0.7804 | 0.3795 | 0.7804 | 0.8834 |
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- | No log | 1.1692 | 76 | 0.8014 | 0.2971 | 0.8014 | 0.8952 |
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- | No log | 1.2 | 78 | 0.8118 | 0.3621 | 0.8118 | 0.9010 |
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- | No log | 1.2308 | 80 | 0.8070 | 0.3562 | 0.8070 | 0.8983 |
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- | No log | 1.2615 | 82 | 0.8941 | 0.3787 | 0.8941 | 0.9456 |
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- | No log | 1.2923 | 84 | 0.8592 | 0.4224 | 0.8592 | 0.9269 |
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- | No log | 1.3231 | 86 | 0.8866 | 0.4133 | 0.8866 | 0.9416 |
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- | No log | 1.3538 | 88 | 0.9097 | 0.4098 | 0.9097 | 0.9538 |
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- | No log | 1.3846 | 90 | 0.8686 | 0.3985 | 0.8686 | 0.9320 |
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- | No log | 1.4154 | 92 | 0.8860 | 0.3896 | 0.8860 | 0.9413 |
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- | No log | 1.4462 | 94 | 0.9988 | 0.3329 | 0.9988 | 0.9994 |
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- | No log | 1.4769 | 96 | 0.9487 | 0.3660 | 0.9487 | 0.9740 |
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- | No log | 1.5077 | 98 | 0.8799 | 0.4131 | 0.8799 | 0.9380 |
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- | No log | 1.5385 | 100 | 0.8733 | 0.4084 | 0.8733 | 0.9345 |
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- | No log | 1.5692 | 102 | 0.8459 | 0.4295 | 0.8459 | 0.9197 |
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- | No log | 1.6 | 104 | 0.8469 | 0.4337 | 0.8469 | 0.9202 |
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- | No log | 1.6308 | 106 | 1.0388 | 0.3452 | 1.0388 | 1.0192 |
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- | No log | 1.6615 | 108 | 1.2347 | 0.3135 | 1.2347 | 1.1112 |
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- | No log | 1.6923 | 110 | 1.0447 | 0.3403 | 1.0447 | 1.0221 |
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- | No log | 1.7231 | 112 | 0.7372 | 0.4408 | 0.7372 | 0.8586 |
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- | No log | 1.7538 | 114 | 0.8635 | 0.3286 | 0.8635 | 0.9292 |
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- | No log | 1.7846 | 116 | 0.9756 | 0.2987 | 0.9756 | 0.9877 |
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- | No log | 1.8154 | 118 | 0.7500 | 0.3993 | 0.7500 | 0.8660 |
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- | No log | 1.8462 | 120 | 0.7285 | 0.4551 | 0.7285 | 0.8535 |
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- | No log | 1.8769 | 122 | 0.7924 | 0.4100 | 0.7924 | 0.8902 |
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- | No log | 1.9077 | 124 | 0.7405 | 0.4469 | 0.7405 | 0.8606 |
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- | No log | 1.9385 | 126 | 0.7650 | 0.3174 | 0.7650 | 0.8747 |
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- | No log | 1.9692 | 128 | 0.8123 | 0.2690 | 0.8123 | 0.9013 |
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- | No log | 2.0 | 130 | 0.7845 | 0.248 | 0.7845 | 0.8857 |
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- | No log | 2.0308 | 132 | 0.8387 | 0.2938 | 0.8387 | 0.9158 |
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- | No log | 2.0615 | 134 | 0.9214 | 0.2363 | 0.9214 | 0.9599 |
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- | No log | 2.0923 | 136 | 0.8713 | 0.2534 | 0.8713 | 0.9334 |
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- | No log | 2.1231 | 138 | 0.8197 | 0.2597 | 0.8197 | 0.9054 |
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- | No log | 2.1538 | 140 | 0.9261 | 0.2710 | 0.9261 | 0.9623 |
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- | No log | 2.1846 | 142 | 1.2751 | 0.1988 | 1.2751 | 1.1292 |
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- | No log | 2.2154 | 144 | 1.3487 | 0.2187 | 1.3487 | 1.1613 |
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- | No log | 2.2462 | 146 | 1.1028 | 0.2503 | 1.1028 | 1.0502 |
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- | No log | 2.2769 | 148 | 1.0109 | 0.2418 | 1.0109 | 1.0054 |
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- | No log | 2.3077 | 150 | 0.9312 | 0.2997 | 0.9312 | 0.9650 |
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- | No log | 2.3385 | 152 | 0.9003 | 0.2897 | 0.9003 | 0.9488 |
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- | No log | 2.3692 | 154 | 0.9039 | 0.2644 | 0.9039 | 0.9507 |
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- | No log | 2.4 | 156 | 0.8660 | 0.3550 | 0.8660 | 0.9306 |
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- | No log | 2.4308 | 158 | 0.8521 | 0.3348 | 0.8521 | 0.9231 |
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- | No log | 2.4615 | 160 | 0.8361 | 0.4018 | 0.8361 | 0.9144 |
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- | No log | 2.4923 | 162 | 0.8240 | 0.2783 | 0.8240 | 0.9077 |
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- | No log | 2.5231 | 164 | 1.0719 | 0.2215 | 1.0719 | 1.0353 |
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- | No log | 2.5538 | 166 | 0.9649 | 0.2432 | 0.9649 | 0.9823 |
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- | No log | 2.5846 | 168 | 0.7640 | 0.2079 | 0.7640 | 0.8741 |
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- | No log | 2.6154 | 170 | 0.6959 | 0.3455 | 0.6959 | 0.8342 |
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- | No log | 2.6462 | 172 | 0.6808 | 0.3394 | 0.6808 | 0.8251 |
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- | No log | 2.6769 | 174 | 0.6741 | 0.3640 | 0.6741 | 0.8211 |
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- | No log | 2.7077 | 176 | 0.6624 | 0.3644 | 0.6624 | 0.8139 |
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- | No log | 2.7385 | 178 | 0.6580 | 0.3624 | 0.6580 | 0.8112 |
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- | No log | 2.7692 | 180 | 0.6700 | 0.3885 | 0.6700 | 0.8185 |
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- | No log | 2.8 | 182 | 0.9538 | 0.3489 | 0.9538 | 0.9766 |
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- | No log | 2.8308 | 184 | 1.2110 | 0.3354 | 1.2110 | 1.1005 |
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- | No log | 2.8615 | 186 | 0.8778 | 0.3820 | 0.8778 | 0.9369 |
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- | No log | 2.8923 | 188 | 0.6436 | 0.3323 | 0.6436 | 0.8023 |
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- | No log | 2.9231 | 190 | 0.7590 | 0.3401 | 0.7590 | 0.8712 |
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- | No log | 2.9538 | 192 | 0.7234 | 0.3871 | 0.7234 | 0.8505 |
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- | No log | 2.9846 | 194 | 0.6565 | 0.3431 | 0.6565 | 0.8103 |
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- | No log | 3.0154 | 196 | 0.8559 | 0.3964 | 0.8559 | 0.9252 |
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- | No log | 3.0462 | 198 | 0.8750 | 0.3938 | 0.8750 | 0.9354 |
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- | No log | 3.0769 | 200 | 0.6934 | 0.4241 | 0.6934 | 0.8327 |
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- | No log | 3.1077 | 202 | 0.7010 | 0.4009 | 0.7010 | 0.8373 |
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- | No log | 3.1385 | 204 | 0.6710 | 0.4129 | 0.6710 | 0.8191 |
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- | No log | 3.1692 | 206 | 0.6519 | 0.3317 | 0.6519 | 0.8074 |
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- | No log | 3.2 | 208 | 0.7487 | 0.3229 | 0.7487 | 0.8653 |
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- | No log | 3.2308 | 210 | 0.7507 | 0.3229 | 0.7507 | 0.8664 |
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- | No log | 3.2615 | 212 | 0.6732 | 0.3667 | 0.6732 | 0.8205 |
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- | No log | 3.2923 | 214 | 0.7112 | 0.2920 | 0.7112 | 0.8433 |
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- | No log | 3.3231 | 216 | 0.6933 | 0.3595 | 0.6933 | 0.8327 |
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- | No log | 3.3538 | 218 | 0.6615 | 0.3761 | 0.6615 | 0.8133 |
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- | No log | 3.3846 | 220 | 0.6922 | 0.3922 | 0.6922 | 0.8320 |
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- | No log | 3.4154 | 222 | 0.7348 | 0.3313 | 0.7348 | 0.8572 |
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- | No log | 3.4462 | 224 | 0.6959 | 0.4016 | 0.6959 | 0.8342 |
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- | No log | 3.4769 | 226 | 0.7736 | 0.4274 | 0.7736 | 0.8795 |
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- | No log | 3.5077 | 228 | 0.9285 | 0.3613 | 0.9285 | 0.9636 |
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- | No log | 3.5385 | 230 | 0.8575 | 0.3540 | 0.8575 | 0.9260 |
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- | No log | 3.5692 | 232 | 0.6981 | 0.3682 | 0.6981 | 0.8355 |
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- | No log | 3.6 | 234 | 0.6974 | 0.3816 | 0.6974 | 0.8351 |
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- | No log | 3.6308 | 236 | 0.8390 | 0.3039 | 0.8390 | 0.9160 |
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- | No log | 3.6615 | 238 | 0.7164 | 0.3304 | 0.7164 | 0.8464 |
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- | No log | 3.6923 | 240 | 0.6639 | 0.4294 | 0.6639 | 0.8148 |
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- | No log | 3.7231 | 242 | 0.7606 | 0.3496 | 0.7606 | 0.8721 |
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- | No log | 3.7538 | 244 | 0.8720 | 0.3039 | 0.8720 | 0.9338 |
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- | No log | 3.7846 | 246 | 0.7614 | 0.3211 | 0.7614 | 0.8726 |
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- | No log | 3.8154 | 248 | 0.6341 | 0.3537 | 0.6341 | 0.7963 |
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- | No log | 3.8462 | 250 | 0.6293 | 0.4253 | 0.6293 | 0.7933 |
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- | No log | 3.8769 | 252 | 0.6359 | 0.4549 | 0.6359 | 0.7974 |
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- | No log | 3.9077 | 254 | 0.7247 | 0.4256 | 0.7247 | 0.8513 |
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- | No log | 3.9385 | 256 | 0.8627 | 0.3606 | 0.8627 | 0.9288 |
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- | No log | 3.9692 | 258 | 0.8045 | 0.4096 | 0.8045 | 0.8969 |
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- | No log | 4.0 | 260 | 0.6769 | 0.4985 | 0.6769 | 0.8228 |
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- | No log | 4.0308 | 262 | 0.6793 | 0.4672 | 0.6793 | 0.8242 |
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- | No log | 4.0615 | 264 | 0.7743 | 0.4314 | 0.7743 | 0.8800 |
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- | No log | 4.0923 | 266 | 0.7468 | 0.4659 | 0.7468 | 0.8642 |
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- | No log | 4.1231 | 268 | 0.6895 | 0.4980 | 0.6895 | 0.8303 |
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- | No log | 4.1538 | 270 | 0.6678 | 0.5273 | 0.6678 | 0.8172 |
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- | No log | 4.1846 | 272 | 0.6974 | 0.5178 | 0.6974 | 0.8351 |
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- | No log | 4.2154 | 274 | 0.9049 | 0.3997 | 0.9049 | 0.9513 |
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- | No log | 4.2462 | 276 | 0.9533 | 0.3426 | 0.9533 | 0.9763 |
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- | No log | 4.2769 | 278 | 0.7943 | 0.4665 | 0.7943 | 0.8912 |
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- | No log | 4.3077 | 280 | 0.6271 | 0.4999 | 0.6271 | 0.7919 |
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- | No log | 4.3385 | 282 | 0.5898 | 0.4719 | 0.5898 | 0.7680 |
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- | No log | 4.3692 | 284 | 0.5916 | 0.5122 | 0.5916 | 0.7692 |
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- | No log | 4.4 | 286 | 0.6536 | 0.5352 | 0.6536 | 0.8085 |
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- | No log | 4.4308 | 288 | 0.7338 | 0.5113 | 0.7338 | 0.8566 |
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- | No log | 4.4615 | 290 | 0.6404 | 0.5557 | 0.6404 | 0.8002 |
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- | No log | 4.4923 | 292 | 0.6035 | 0.5005 | 0.6035 | 0.7769 |
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- | No log | 4.5231 | 294 | 0.6082 | 0.4546 | 0.6082 | 0.7799 |
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- | No log | 4.5538 | 296 | 0.5882 | 0.4783 | 0.5882 | 0.7669 |
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- | No log | 4.5846 | 298 | 0.6575 | 0.5519 | 0.6575 | 0.8109 |
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- | No log | 4.6154 | 300 | 0.7886 | 0.4061 | 0.7886 | 0.8880 |
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- | No log | 4.6462 | 302 | 0.7684 | 0.4290 | 0.7684 | 0.8766 |
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- | No log | 4.6769 | 304 | 0.6436 | 0.5612 | 0.6436 | 0.8023 |
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- | No log | 4.7077 | 306 | 0.6092 | 0.4368 | 0.6092 | 0.7805 |
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- | No log | 4.7385 | 308 | 0.6440 | 0.4094 | 0.6440 | 0.8025 |
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- | No log | 4.7692 | 310 | 0.5865 | 0.4562 | 0.5865 | 0.7658 |
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- | No log | 4.8 | 312 | 0.6590 | 0.5563 | 0.6590 | 0.8118 |
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- | No log | 4.8308 | 314 | 0.7519 | 0.4591 | 0.7519 | 0.8671 |
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- | No log | 4.8615 | 316 | 0.7319 | 0.4834 | 0.7319 | 0.8555 |
210
- | No log | 4.8923 | 318 | 0.7351 | 0.4834 | 0.7351 | 0.8574 |
211
- | No log | 4.9231 | 320 | 0.6278 | 0.5298 | 0.6278 | 0.7923 |
212
- | No log | 4.9538 | 322 | 0.5884 | 0.5035 | 0.5884 | 0.7671 |
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- | No log | 4.9846 | 324 | 0.5919 | 0.5230 | 0.5919 | 0.7693 |
214
- | No log | 5.0154 | 326 | 0.5749 | 0.4539 | 0.5749 | 0.7582 |
215
- | No log | 5.0462 | 328 | 0.5852 | 0.4697 | 0.5852 | 0.7650 |
216
- | No log | 5.0769 | 330 | 0.5741 | 0.4546 | 0.5741 | 0.7577 |
217
- | No log | 5.1077 | 332 | 0.6453 | 0.4987 | 0.6453 | 0.8033 |
218
- | No log | 5.1385 | 334 | 0.6419 | 0.4873 | 0.6419 | 0.8012 |
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- | No log | 5.1692 | 336 | 0.5793 | 0.4640 | 0.5793 | 0.7611 |
220
- | No log | 5.2 | 338 | 0.5806 | 0.4148 | 0.5806 | 0.7620 |
221
- | No log | 5.2308 | 340 | 0.6050 | 0.4612 | 0.6050 | 0.7778 |
222
- | No log | 5.2615 | 342 | 0.6484 | 0.4337 | 0.6484 | 0.8052 |
223
- | No log | 5.2923 | 344 | 0.6424 | 0.4272 | 0.6424 | 0.8015 |
224
- | No log | 5.3231 | 346 | 0.5997 | 0.4102 | 0.5997 | 0.7744 |
225
- | No log | 5.3538 | 348 | 0.5948 | 0.4048 | 0.5948 | 0.7712 |
226
- | No log | 5.3846 | 350 | 0.5975 | 0.4539 | 0.5975 | 0.7730 |
227
- | No log | 5.4154 | 352 | 0.6129 | 0.4621 | 0.6129 | 0.7829 |
228
- | No log | 5.4462 | 354 | 0.6032 | 0.4522 | 0.6032 | 0.7766 |
229
- | No log | 5.4769 | 356 | 0.6094 | 0.5182 | 0.6094 | 0.7807 |
230
- | No log | 5.5077 | 358 | 0.6075 | 0.4874 | 0.6075 | 0.7794 |
231
- | No log | 5.5385 | 360 | 0.6167 | 0.4871 | 0.6167 | 0.7853 |
232
- | No log | 5.5692 | 362 | 0.6097 | 0.4990 | 0.6097 | 0.7808 |
233
- | No log | 5.6 | 364 | 0.6079 | 0.5465 | 0.6079 | 0.7797 |
234
- | No log | 5.6308 | 366 | 0.6171 | 0.5610 | 0.6171 | 0.7856 |
235
- | No log | 5.6615 | 368 | 0.6361 | 0.5507 | 0.6361 | 0.7976 |
236
- | No log | 5.6923 | 370 | 0.6529 | 0.5334 | 0.6529 | 0.8080 |
237
- | No log | 5.7231 | 372 | 0.6483 | 0.5600 | 0.6483 | 0.8051 |
238
- | No log | 5.7538 | 374 | 0.6294 | 0.5823 | 0.6294 | 0.7933 |
239
- | No log | 5.7846 | 376 | 0.6100 | 0.5288 | 0.6100 | 0.7810 |
240
- | No log | 5.8154 | 378 | 0.5922 | 0.4622 | 0.5922 | 0.7695 |
241
- | No log | 5.8462 | 380 | 0.5860 | 0.4342 | 0.5860 | 0.7655 |
242
- | No log | 5.8769 | 382 | 0.5945 | 0.4436 | 0.5945 | 0.7710 |
243
- | No log | 5.9077 | 384 | 0.5915 | 0.4738 | 0.5915 | 0.7691 |
244
- | No log | 5.9385 | 386 | 0.6341 | 0.4522 | 0.6341 | 0.7963 |
245
- | No log | 5.9692 | 388 | 0.6810 | 0.4466 | 0.6810 | 0.8252 |
246
- | No log | 6.0 | 390 | 0.6748 | 0.4343 | 0.6748 | 0.8215 |
247
- | No log | 6.0308 | 392 | 0.6229 | 0.4616 | 0.6229 | 0.7892 |
248
- | No log | 6.0615 | 394 | 0.6073 | 0.4680 | 0.6073 | 0.7793 |
249
- | No log | 6.0923 | 396 | 0.5996 | 0.3934 | 0.5996 | 0.7743 |
250
- | No log | 6.1231 | 398 | 0.6616 | 0.4467 | 0.6616 | 0.8134 |
251
- | No log | 6.1538 | 400 | 0.6491 | 0.4161 | 0.6491 | 0.8056 |
252
- | No log | 6.1846 | 402 | 0.6187 | 0.4453 | 0.6187 | 0.7866 |
253
- | No log | 6.2154 | 404 | 0.5968 | 0.3659 | 0.5968 | 0.7725 |
254
- | No log | 6.2462 | 406 | 0.6055 | 0.3835 | 0.6055 | 0.7781 |
255
- | No log | 6.2769 | 408 | 0.6130 | 0.3908 | 0.6130 | 0.7830 |
256
- | No log | 6.3077 | 410 | 0.6463 | 0.4508 | 0.6463 | 0.8039 |
257
- | No log | 6.3385 | 412 | 0.6832 | 0.4585 | 0.6832 | 0.8265 |
258
- | No log | 6.3692 | 414 | 0.7045 | 0.4671 | 0.7045 | 0.8394 |
259
- | No log | 6.4 | 416 | 0.7434 | 0.4662 | 0.7434 | 0.8622 |
260
- | No log | 6.4308 | 418 | 0.6862 | 0.4829 | 0.6862 | 0.8284 |
261
- | No log | 6.4615 | 420 | 0.5809 | 0.5059 | 0.5809 | 0.7622 |
262
- | No log | 6.4923 | 422 | 0.6728 | 0.4788 | 0.6728 | 0.8202 |
263
- | No log | 6.5231 | 424 | 0.6840 | 0.4673 | 0.6840 | 0.8271 |
264
- | No log | 6.5538 | 426 | 0.5768 | 0.4774 | 0.5768 | 0.7595 |
265
- | No log | 6.5846 | 428 | 0.5937 | 0.5264 | 0.5937 | 0.7705 |
266
- | No log | 6.6154 | 430 | 0.6268 | 0.5103 | 0.6268 | 0.7917 |
267
- | No log | 6.6462 | 432 | 0.6200 | 0.4938 | 0.6200 | 0.7874 |
268
- | No log | 6.6769 | 434 | 0.5758 | 0.4799 | 0.5758 | 0.7588 |
269
- | No log | 6.7077 | 436 | 0.5426 | 0.5130 | 0.5426 | 0.7366 |
270
- | No log | 6.7385 | 438 | 0.5490 | 0.4701 | 0.5490 | 0.7410 |
271
- | No log | 6.7692 | 440 | 0.5332 | 0.5208 | 0.5332 | 0.7302 |
272
- | No log | 6.8 | 442 | 0.5270 | 0.4668 | 0.5270 | 0.7259 |
273
- | No log | 6.8308 | 444 | 0.5290 | 0.5208 | 0.5290 | 0.7273 |
274
- | No log | 6.8615 | 446 | 0.6282 | 0.5198 | 0.6282 | 0.7926 |
275
- | No log | 6.8923 | 448 | 0.7196 | 0.4627 | 0.7196 | 0.8483 |
276
- | No log | 6.9231 | 450 | 0.6425 | 0.5469 | 0.6425 | 0.8016 |
277
- | No log | 6.9538 | 452 | 0.5455 | 0.5661 | 0.5455 | 0.7386 |
278
- | No log | 6.9846 | 454 | 0.5418 | 0.5548 | 0.5418 | 0.7360 |
279
- | No log | 7.0154 | 456 | 0.5891 | 0.5695 | 0.5891 | 0.7675 |
280
- | No log | 7.0462 | 458 | 0.5803 | 0.5347 | 0.5803 | 0.7618 |
281
- | No log | 7.0769 | 460 | 0.5387 | 0.5266 | 0.5387 | 0.7339 |
282
- | No log | 7.1077 | 462 | 0.5266 | 0.5074 | 0.5266 | 0.7257 |
283
- | No log | 7.1385 | 464 | 0.5305 | 0.4703 | 0.5305 | 0.7284 |
284
- | No log | 7.1692 | 466 | 0.5418 | 0.4594 | 0.5418 | 0.7361 |
285
- | No log | 7.2 | 468 | 0.5320 | 0.4665 | 0.5320 | 0.7294 |
286
- | No log | 7.2308 | 470 | 0.5403 | 0.4813 | 0.5403 | 0.7351 |
287
- | No log | 7.2615 | 472 | 0.5650 | 0.4843 | 0.5650 | 0.7516 |
288
- | No log | 7.2923 | 474 | 0.6012 | 0.4835 | 0.6012 | 0.7754 |
289
- | No log | 7.3231 | 476 | 0.5859 | 0.4624 | 0.5859 | 0.7654 |
290
- | No log | 7.3538 | 478 | 0.5549 | 0.4579 | 0.5549 | 0.7449 |
291
- | No log | 7.3846 | 480 | 0.5498 | 0.4653 | 0.5498 | 0.7415 |
292
- | No log | 7.4154 | 482 | 0.5516 | 0.5080 | 0.5516 | 0.7427 |
293
- | No log | 7.4462 | 484 | 0.5451 | 0.4803 | 0.5451 | 0.7383 |
294
- | No log | 7.4769 | 486 | 0.5464 | 0.4953 | 0.5464 | 0.7392 |
295
- | No log | 7.5077 | 488 | 0.5700 | 0.5471 | 0.5700 | 0.7550 |
296
- | No log | 7.5385 | 490 | 0.5848 | 0.5404 | 0.5848 | 0.7648 |
297
- | No log | 7.5692 | 492 | 0.5415 | 0.4699 | 0.5415 | 0.7358 |
298
- | No log | 7.6 | 494 | 0.5469 | 0.4479 | 0.5469 | 0.7396 |
299
- | No log | 7.6308 | 496 | 0.6027 | 0.4569 | 0.6027 | 0.7763 |
300
- | No log | 7.6615 | 498 | 0.6194 | 0.4728 | 0.6194 | 0.7870 |
301
- | 0.4121 | 7.6923 | 500 | 0.5775 | 0.4139 | 0.5775 | 0.7599 |
302
- | 0.4121 | 7.7231 | 502 | 0.5622 | 0.5278 | 0.5622 | 0.7498 |
303
- | 0.4121 | 7.7538 | 504 | 0.6904 | 0.5248 | 0.6904 | 0.8309 |
304
- | 0.4121 | 7.7846 | 506 | 0.7314 | 0.5098 | 0.7314 | 0.8552 |
305
- | 0.4121 | 7.8154 | 508 | 0.6341 | 0.5628 | 0.6341 | 0.7963 |
306
- | 0.4121 | 7.8462 | 510 | 0.5497 | 0.4738 | 0.5497 | 0.7414 |
307
- | 0.4121 | 7.8769 | 512 | 0.6147 | 0.4214 | 0.6147 | 0.7840 |
308
- | 0.4121 | 7.9077 | 514 | 0.6288 | 0.4147 | 0.6288 | 0.7930 |
309
- | 0.4121 | 7.9385 | 516 | 0.5591 | 0.4233 | 0.5591 | 0.7477 |
310
- | 0.4121 | 7.9692 | 518 | 0.5613 | 0.5164 | 0.5613 | 0.7492 |
311
- | 0.4121 | 8.0 | 520 | 0.6231 | 0.5455 | 0.6231 | 0.7893 |
312
- | 0.4121 | 8.0308 | 522 | 0.6503 | 0.5498 | 0.6503 | 0.8064 |
313
- | 0.4121 | 8.0615 | 524 | 0.6078 | 0.5194 | 0.6078 | 0.7796 |
314
- | 0.4121 | 8.0923 | 526 | 0.5659 | 0.5027 | 0.5659 | 0.7523 |
315
- | 0.4121 | 8.1231 | 528 | 0.5648 | 0.5026 | 0.5648 | 0.7515 |
316
- | 0.4121 | 8.1538 | 530 | 0.5757 | 0.4846 | 0.5757 | 0.7587 |
317
- | 0.4121 | 8.1846 | 532 | 0.5839 | 0.4480 | 0.5839 | 0.7641 |
318
- | 0.4121 | 8.2154 | 534 | 0.5752 | 0.4871 | 0.5752 | 0.7584 |
319
- | 0.4121 | 8.2462 | 536 | 0.6811 | 0.5176 | 0.6811 | 0.8253 |
320
- | 0.4121 | 8.2769 | 538 | 0.7176 | 0.5259 | 0.7176 | 0.8471 |
321
- | 0.4121 | 8.3077 | 540 | 0.6686 | 0.5244 | 0.6686 | 0.8177 |
322
- | 0.4121 | 8.3385 | 542 | 0.6309 | 0.5 | 0.6309 | 0.7943 |
323
- | 0.4121 | 8.3692 | 544 | 0.5963 | 0.5183 | 0.5963 | 0.7722 |
324
- | 0.4121 | 8.4 | 546 | 0.5486 | 0.5253 | 0.5486 | 0.7407 |
325
- | 0.4121 | 8.4308 | 548 | 0.5358 | 0.5259 | 0.5358 | 0.7319 |
326
- | 0.4121 | 8.4615 | 550 | 0.5442 | 0.5209 | 0.5442 | 0.7377 |
327
- | 0.4121 | 8.4923 | 552 | 0.5728 | 0.5049 | 0.5728 | 0.7568 |
328
- | 0.4121 | 8.5231 | 554 | 0.6276 | 0.5253 | 0.6276 | 0.7922 |
329
- | 0.4121 | 8.5538 | 556 | 0.6450 | 0.5260 | 0.6450 | 0.8031 |
330
- | 0.4121 | 8.5846 | 558 | 0.5720 | 0.4705 | 0.5720 | 0.7563 |
331
- | 0.4121 | 8.6154 | 560 | 0.5443 | 0.4738 | 0.5443 | 0.7378 |
332
- | 0.4121 | 8.6462 | 562 | 0.5336 | 0.4443 | 0.5336 | 0.7305 |
333
- | 0.4121 | 8.6769 | 564 | 0.5354 | 0.4781 | 0.5354 | 0.7317 |
334
- | 0.4121 | 8.7077 | 566 | 0.5445 | 0.5350 | 0.5445 | 0.7379 |
335
- | 0.4121 | 8.7385 | 568 | 0.5666 | 0.5578 | 0.5666 | 0.7528 |
336
- | 0.4121 | 8.7692 | 570 | 0.6375 | 0.5373 | 0.6375 | 0.7984 |
337
- | 0.4121 | 8.8 | 572 | 0.7967 | 0.5144 | 0.7967 | 0.8926 |
338
- | 0.4121 | 8.8308 | 574 | 0.8109 | 0.5007 | 0.8109 | 0.9005 |
339
- | 0.4121 | 8.8615 | 576 | 0.7330 | 0.5725 | 0.7330 | 0.8562 |
340
- | 0.4121 | 8.8923 | 578 | 0.6055 | 0.5902 | 0.6055 | 0.7781 |
341
- | 0.4121 | 8.9231 | 580 | 0.5655 | 0.5270 | 0.5655 | 0.7520 |
342
- | 0.4121 | 8.9538 | 582 | 0.5599 | 0.5063 | 0.5599 | 0.7483 |
343
- | 0.4121 | 8.9846 | 584 | 0.5553 | 0.5140 | 0.5553 | 0.7452 |
344
- | 0.4121 | 9.0154 | 586 | 0.5750 | 0.5998 | 0.5750 | 0.7583 |
345
- | 0.4121 | 9.0462 | 588 | 0.6285 | 0.5939 | 0.6285 | 0.7928 |
346
- | 0.4121 | 9.0769 | 590 | 0.7629 | 0.5135 | 0.7629 | 0.8735 |
347
- | 0.4121 | 9.1077 | 592 | 0.7864 | 0.5084 | 0.7864 | 0.8868 |
348
- | 0.4121 | 9.1385 | 594 | 0.6672 | 0.5648 | 0.6672 | 0.8168 |
349
- | 0.4121 | 9.1692 | 596 | 0.5838 | 0.6066 | 0.5838 | 0.7641 |
350
- | 0.4121 | 9.2 | 598 | 0.5484 | 0.5639 | 0.5484 | 0.7405 |
351
- | 0.4121 | 9.2308 | 600 | 0.5536 | 0.5343 | 0.5536 | 0.7441 |
352
- | 0.4121 | 9.2615 | 602 | 0.5876 | 0.5047 | 0.5876 | 0.7665 |
353
- | 0.4121 | 9.2923 | 604 | 0.6115 | 0.4553 | 0.6115 | 0.7820 |
354
- | 0.4121 | 9.3231 | 606 | 0.6583 | 0.4158 | 0.6583 | 0.8114 |
355
- | 0.4121 | 9.3538 | 608 | 0.6553 | 0.3868 | 0.6553 | 0.8095 |
356
- | 0.4121 | 9.3846 | 610 | 0.6648 | 0.4289 | 0.6648 | 0.8153 |
357
- | 0.4121 | 9.4154 | 612 | 0.6323 | 0.4854 | 0.6323 | 0.7952 |
358
- | 0.4121 | 9.4462 | 614 | 0.5796 | 0.5492 | 0.5796 | 0.7613 |
359
- | 0.4121 | 9.4769 | 616 | 0.5924 | 0.5562 | 0.5924 | 0.7697 |
360
- | 0.4121 | 9.5077 | 618 | 0.6650 | 0.5875 | 0.6650 | 0.8155 |
361
- | 0.4121 | 9.5385 | 620 | 0.6670 | 0.5899 | 0.6670 | 0.8167 |
362
- | 0.4121 | 9.5692 | 622 | 0.6017 | 0.5329 | 0.6017 | 0.7757 |
363
- | 0.4121 | 9.6 | 624 | 0.5875 | 0.5387 | 0.5875 | 0.7665 |
364
- | 0.4121 | 9.6308 | 626 | 0.5669 | 0.5246 | 0.5669 | 0.7530 |
365
- | 0.4121 | 9.6615 | 628 | 0.5585 | 0.5006 | 0.5585 | 0.7474 |
366
- | 0.4121 | 9.6923 | 630 | 0.5562 | 0.5612 | 0.5562 | 0.7458 |
367
- | 0.4121 | 9.7231 | 632 | 0.5579 | 0.5370 | 0.5579 | 0.7469 |
368
- | 0.4121 | 9.7538 | 634 | 0.5939 | 0.6348 | 0.5939 | 0.7707 |
369
- | 0.4121 | 9.7846 | 636 | 0.6317 | 0.5728 | 0.6317 | 0.7948 |
370
- | 0.4121 | 9.8154 | 638 | 0.5881 | 0.6338 | 0.5881 | 0.7669 |
371
- | 0.4121 | 9.8462 | 640 | 0.5567 | 0.5900 | 0.5567 | 0.7461 |
372
- | 0.4121 | 9.8769 | 642 | 0.5267 | 0.5367 | 0.5267 | 0.7258 |
373
- | 0.4121 | 9.9077 | 644 | 0.5248 | 0.5090 | 0.5248 | 0.7244 |
374
- | 0.4121 | 9.9385 | 646 | 0.5239 | 0.5380 | 0.5239 | 0.7238 |
375
- | 0.4121 | 9.9692 | 648 | 0.5341 | 0.5238 | 0.5341 | 0.7308 |
376
- | 0.4121 | 10.0 | 650 | 0.5567 | 0.5769 | 0.5567 | 0.7461 |
377
- | 0.4121 | 10.0308 | 652 | 0.6210 | 0.5934 | 0.6210 | 0.7881 |
378
- | 0.4121 | 10.0615 | 654 | 0.6738 | 0.5709 | 0.6738 | 0.8208 |
379
- | 0.4121 | 10.0923 | 656 | 0.6388 | 0.5983 | 0.6388 | 0.7992 |
380
- | 0.4121 | 10.1231 | 658 | 0.5742 | 0.5882 | 0.5742 | 0.7577 |
381
- | 0.4121 | 10.1538 | 660 | 0.5479 | 0.5530 | 0.5479 | 0.7402 |
382
- | 0.4121 | 10.1846 | 662 | 0.5518 | 0.4930 | 0.5518 | 0.7428 |
383
- | 0.4121 | 10.2154 | 664 | 0.5464 | 0.5650 | 0.5464 | 0.7392 |
384
- | 0.4121 | 10.2462 | 666 | 0.5968 | 0.6018 | 0.5968 | 0.7725 |
385
- | 0.4121 | 10.2769 | 668 | 0.6852 | 0.5823 | 0.6852 | 0.8278 |
386
- | 0.4121 | 10.3077 | 670 | 0.6700 | 0.5823 | 0.6700 | 0.8185 |
387
- | 0.4121 | 10.3385 | 672 | 0.5841 | 0.6018 | 0.5841 | 0.7643 |
388
- | 0.4121 | 10.3692 | 674 | 0.5410 | 0.5279 | 0.5410 | 0.7355 |
389
- | 0.4121 | 10.4 | 676 | 0.5606 | 0.4570 | 0.5606 | 0.7487 |
390
- | 0.4121 | 10.4308 | 678 | 0.5566 | 0.4473 | 0.5566 | 0.7461 |
391
- | 0.4121 | 10.4615 | 680 | 0.5382 | 0.5112 | 0.5382 | 0.7336 |
392
- | 0.4121 | 10.4923 | 682 | 0.5481 | 0.5475 | 0.5481 | 0.7404 |
393
- | 0.4121 | 10.5231 | 684 | 0.5976 | 0.5836 | 0.5976 | 0.7730 |
394
- | 0.4121 | 10.5538 | 686 | 0.6124 | 0.5649 | 0.6124 | 0.7826 |
395
- | 0.4121 | 10.5846 | 688 | 0.6557 | 0.5688 | 0.6557 | 0.8098 |
396
- | 0.4121 | 10.6154 | 690 | 0.6458 | 0.5589 | 0.6458 | 0.8036 |
397
- | 0.4121 | 10.6462 | 692 | 0.6051 | 0.5575 | 0.6051 | 0.7779 |
398
- | 0.4121 | 10.6769 | 694 | 0.5876 | 0.4662 | 0.5876 | 0.7665 |
399
- | 0.4121 | 10.7077 | 696 | 0.5929 | 0.4686 | 0.5929 | 0.7700 |
400
- | 0.4121 | 10.7385 | 698 | 0.6344 | 0.5135 | 0.6344 | 0.7965 |
401
- | 0.4121 | 10.7692 | 700 | 0.7738 | 0.4927 | 0.7738 | 0.8796 |
402
- | 0.4121 | 10.8 | 702 | 0.8110 | 0.4847 | 0.8110 | 0.9006 |
403
- | 0.4121 | 10.8308 | 704 | 0.6844 | 0.5668 | 0.6844 | 0.8273 |
404
- | 0.4121 | 10.8615 | 706 | 0.5818 | 0.4968 | 0.5818 | 0.7628 |
405
- | 0.4121 | 10.8923 | 708 | 0.5752 | 0.4388 | 0.5752 | 0.7584 |
406
- | 0.4121 | 10.9231 | 710 | 0.5828 | 0.4811 | 0.5828 | 0.7634 |
407
- | 0.4121 | 10.9538 | 712 | 0.5669 | 0.5069 | 0.5669 | 0.7529 |
408
- | 0.4121 | 10.9846 | 714 | 0.5563 | 0.5177 | 0.5563 | 0.7459 |
409
- | 0.4121 | 11.0154 | 716 | 0.5772 | 0.5423 | 0.5772 | 0.7598 |
410
- | 0.4121 | 11.0462 | 718 | 0.5755 | 0.5655 | 0.5755 | 0.7586 |
411
- | 0.4121 | 11.0769 | 720 | 0.5418 | 0.4876 | 0.5418 | 0.7360 |
412
- | 0.4121 | 11.1077 | 722 | 0.5539 | 0.4635 | 0.5539 | 0.7443 |
413
- | 0.4121 | 11.1385 | 724 | 0.6464 | 0.4876 | 0.6464 | 0.8040 |
414
- | 0.4121 | 11.1692 | 726 | 0.7020 | 0.4707 | 0.7020 | 0.8379 |
415
- | 0.4121 | 11.2 | 728 | 0.6477 | 0.5003 | 0.6477 | 0.8048 |
416
- | 0.4121 | 11.2308 | 730 | 0.5696 | 0.4786 | 0.5696 | 0.7547 |
417
- | 0.4121 | 11.2615 | 732 | 0.5513 | 0.5321 | 0.5513 | 0.7425 |
418
- | 0.4121 | 11.2923 | 734 | 0.5898 | 0.5787 | 0.5898 | 0.7680 |
419
- | 0.4121 | 11.3231 | 736 | 0.6750 | 0.5231 | 0.6750 | 0.8216 |
420
- | 0.4121 | 11.3538 | 738 | 0.6588 | 0.5272 | 0.6588 | 0.8117 |
421
- | 0.4121 | 11.3846 | 740 | 0.5771 | 0.5877 | 0.5771 | 0.7597 |
422
- | 0.4121 | 11.4154 | 742 | 0.5582 | 0.4638 | 0.5582 | 0.7472 |
423
- | 0.4121 | 11.4462 | 744 | 0.5850 | 0.4284 | 0.5850 | 0.7649 |
424
- | 0.4121 | 11.4769 | 746 | 0.5803 | 0.4570 | 0.5803 | 0.7618 |
425
- | 0.4121 | 11.5077 | 748 | 0.6073 | 0.5727 | 0.6073 | 0.7793 |
426
- | 0.4121 | 11.5385 | 750 | 0.6870 | 0.5609 | 0.6870 | 0.8288 |
427
- | 0.4121 | 11.5692 | 752 | 0.6928 | 0.5378 | 0.6928 | 0.8323 |
428
- | 0.4121 | 11.6 | 754 | 0.6738 | 0.5687 | 0.6738 | 0.8209 |
429
- | 0.4121 | 11.6308 | 756 | 0.6565 | 0.5394 | 0.6565 | 0.8103 |
430
- | 0.4121 | 11.6615 | 758 | 0.6963 | 0.5152 | 0.6963 | 0.8345 |
431
- | 0.4121 | 11.6923 | 760 | 0.7656 | 0.4658 | 0.7656 | 0.8750 |
432
- | 0.4121 | 11.7231 | 762 | 0.7625 | 0.4580 | 0.7625 | 0.8732 |
433
- | 0.4121 | 11.7538 | 764 | 0.7472 | 0.4916 | 0.7472 | 0.8644 |
434
- | 0.4121 | 11.7846 | 766 | 0.6799 | 0.5255 | 0.6799 | 0.8246 |
435
- | 0.4121 | 11.8154 | 768 | 0.6085 | 0.5134 | 0.6085 | 0.7801 |
436
- | 0.4121 | 11.8462 | 770 | 0.5805 | 0.5589 | 0.5805 | 0.7619 |
437
- | 0.4121 | 11.8769 | 772 | 0.5751 | 0.5471 | 0.5751 | 0.7583 |
438
- | 0.4121 | 11.9077 | 774 | 0.5781 | 0.5422 | 0.5781 | 0.7603 |
439
- | 0.4121 | 11.9385 | 776 | 0.5837 | 0.5540 | 0.5837 | 0.7640 |
440
- | 0.4121 | 11.9692 | 778 | 0.6099 | 0.5542 | 0.6099 | 0.7810 |
441
- | 0.4121 | 12.0 | 780 | 0.6042 | 0.5564 | 0.6042 | 0.7773 |
442
- | 0.4121 | 12.0308 | 782 | 0.6192 | 0.5271 | 0.6192 | 0.7869 |
443
- | 0.4121 | 12.0615 | 784 | 0.6195 | 0.5290 | 0.6195 | 0.7871 |
444
- | 0.4121 | 12.0923 | 786 | 0.6264 | 0.4663 | 0.6264 | 0.7914 |
445
- | 0.4121 | 12.1231 | 788 | 0.6267 | 0.3868 | 0.6267 | 0.7917 |
446
- | 0.4121 | 12.1538 | 790 | 0.6226 | 0.4381 | 0.6226 | 0.7891 |
447
- | 0.4121 | 12.1846 | 792 | 0.5954 | 0.4561 | 0.5954 | 0.7716 |
448
- | 0.4121 | 12.2154 | 794 | 0.5675 | 0.5189 | 0.5675 | 0.7533 |
449
- | 0.4121 | 12.2462 | 796 | 0.5652 | 0.5165 | 0.5652 | 0.7518 |
450
- | 0.4121 | 12.2769 | 798 | 0.5912 | 0.5546 | 0.5912 | 0.7689 |
451
- | 0.4121 | 12.3077 | 800 | 0.6053 | 0.5887 | 0.6053 | 0.7780 |
452
- | 0.4121 | 12.3385 | 802 | 0.5766 | 0.5296 | 0.5766 | 0.7593 |
453
- | 0.4121 | 12.3692 | 804 | 0.5699 | 0.5096 | 0.5699 | 0.7549 |
454
- | 0.4121 | 12.4 | 806 | 0.5823 | 0.5296 | 0.5823 | 0.7631 |
455
- | 0.4121 | 12.4308 | 808 | 0.5773 | 0.5266 | 0.5773 | 0.7598 |
456
- | 0.4121 | 12.4615 | 810 | 0.5730 | 0.5194 | 0.5730 | 0.7570 |
457
- | 0.4121 | 12.4923 | 812 | 0.5764 | 0.4846 | 0.5764 | 0.7592 |
458
- | 0.4121 | 12.5231 | 814 | 0.5890 | 0.4124 | 0.5890 | 0.7675 |
459
- | 0.4121 | 12.5538 | 816 | 0.5821 | 0.4779 | 0.5821 | 0.7630 |
460
- | 0.4121 | 12.5846 | 818 | 0.5820 | 0.5251 | 0.5820 | 0.7629 |
461
- | 0.4121 | 12.6154 | 820 | 0.6008 | 0.5269 | 0.6008 | 0.7751 |
462
- | 0.4121 | 12.6462 | 822 | 0.6316 | 0.5637 | 0.6316 | 0.7947 |
463
- | 0.4121 | 12.6769 | 824 | 0.6206 | 0.5404 | 0.6206 | 0.7878 |
464
- | 0.4121 | 12.7077 | 826 | 0.5810 | 0.5416 | 0.5810 | 0.7622 |
465
- | 0.4121 | 12.7385 | 828 | 0.5690 | 0.5450 | 0.5690 | 0.7543 |
466
- | 0.4121 | 12.7692 | 830 | 0.5665 | 0.5143 | 0.5665 | 0.7527 |
467
- | 0.4121 | 12.8 | 832 | 0.5742 | 0.5450 | 0.5742 | 0.7578 |
468
- | 0.4121 | 12.8308 | 834 | 0.5783 | 0.5303 | 0.5783 | 0.7605 |
469
- | 0.4121 | 12.8615 | 836 | 0.5748 | 0.5332 | 0.5748 | 0.7582 |
470
- | 0.4121 | 12.8923 | 838 | 0.5874 | 0.5422 | 0.5874 | 0.7664 |
471
- | 0.4121 | 12.9231 | 840 | 0.5913 | 0.5572 | 0.5913 | 0.7690 |
472
- | 0.4121 | 12.9538 | 842 | 0.5807 | 0.5491 | 0.5807 | 0.7620 |
473
- | 0.4121 | 12.9846 | 844 | 0.5652 | 0.5177 | 0.5652 | 0.7518 |
474
- | 0.4121 | 13.0154 | 846 | 0.5648 | 0.5213 | 0.5648 | 0.7515 |
475
- | 0.4121 | 13.0462 | 848 | 0.5952 | 0.5397 | 0.5952 | 0.7715 |
476
- | 0.4121 | 13.0769 | 850 | 0.6502 | 0.5770 | 0.6502 | 0.8063 |
477
- | 0.4121 | 13.1077 | 852 | 0.7231 | 0.5185 | 0.7231 | 0.8503 |
478
- | 0.4121 | 13.1385 | 854 | 0.7688 | 0.5007 | 0.7688 | 0.8768 |
479
- | 0.4121 | 13.1692 | 856 | 0.8151 | 0.4446 | 0.8151 | 0.9028 |
480
- | 0.4121 | 13.2 | 858 | 0.7336 | 0.5258 | 0.7336 | 0.8565 |
481
- | 0.4121 | 13.2308 | 860 | 0.6064 | 0.4835 | 0.6064 | 0.7787 |
482
- | 0.4121 | 13.2615 | 862 | 0.5859 | 0.4686 | 0.5859 | 0.7654 |
483
- | 0.4121 | 13.2923 | 864 | 0.5916 | 0.4686 | 0.5916 | 0.7691 |
484
- | 0.4121 | 13.3231 | 866 | 0.6338 | 0.4879 | 0.6338 | 0.7961 |
485
- | 0.4121 | 13.3538 | 868 | 0.7580 | 0.4772 | 0.7580 | 0.8706 |
486
- | 0.4121 | 13.3846 | 870 | 0.8160 | 0.4792 | 0.8160 | 0.9033 |
487
- | 0.4121 | 13.4154 | 872 | 0.7687 | 0.5025 | 0.7687 | 0.8768 |
488
- | 0.4121 | 13.4462 | 874 | 0.7179 | 0.5128 | 0.7179 | 0.8473 |
489
- | 0.4121 | 13.4769 | 876 | 0.6883 | 0.5098 | 0.6883 | 0.8297 |
490
- | 0.4121 | 13.5077 | 878 | 0.6655 | 0.5198 | 0.6655 | 0.8158 |
491
- | 0.4121 | 13.5385 | 880 | 0.6405 | 0.5153 | 0.6405 | 0.8003 |
492
- | 0.4121 | 13.5692 | 882 | 0.6266 | 0.5164 | 0.6266 | 0.7916 |
493
- | 0.4121 | 13.6 | 884 | 0.6733 | 0.5198 | 0.6733 | 0.8206 |
494
- | 0.4121 | 13.6308 | 886 | 0.7301 | 0.4937 | 0.7301 | 0.8545 |
495
- | 0.4121 | 13.6615 | 888 | 0.7100 | 0.5220 | 0.7100 | 0.8426 |
496
- | 0.4121 | 13.6923 | 890 | 0.7006 | 0.5220 | 0.7006 | 0.8370 |
497
- | 0.4121 | 13.7231 | 892 | 0.7110 | 0.5319 | 0.7110 | 0.8432 |
498
- | 0.4121 | 13.7538 | 894 | 0.6705 | 0.5369 | 0.6705 | 0.8188 |
499
- | 0.4121 | 13.7846 | 896 | 0.6072 | 0.5441 | 0.6072 | 0.7793 |
500
- | 0.4121 | 13.8154 | 898 | 0.5759 | 0.4313 | 0.5759 | 0.7589 |
501
- | 0.4121 | 13.8462 | 900 | 0.5793 | 0.4623 | 0.5793 | 0.7611 |
502
- | 0.4121 | 13.8769 | 902 | 0.5742 | 0.4319 | 0.5742 | 0.7577 |
503
- | 0.4121 | 13.9077 | 904 | 0.5795 | 0.5415 | 0.5795 | 0.7612 |
504
- | 0.4121 | 13.9385 | 906 | 0.6471 | 0.5465 | 0.6471 | 0.8044 |
505
- | 0.4121 | 13.9692 | 908 | 0.6966 | 0.5250 | 0.6966 | 0.8346 |
506
- | 0.4121 | 14.0 | 910 | 0.6547 | 0.5581 | 0.6547 | 0.8091 |
507
- | 0.4121 | 14.0308 | 912 | 0.5838 | 0.5751 | 0.5838 | 0.7640 |
508
- | 0.4121 | 14.0615 | 914 | 0.5796 | 0.5460 | 0.5796 | 0.7613 |
509
- | 0.4121 | 14.0923 | 916 | 0.5852 | 0.4953 | 0.5852 | 0.7650 |
510
- | 0.4121 | 14.1231 | 918 | 0.5610 | 0.5414 | 0.5610 | 0.7490 |
511
- | 0.4121 | 14.1538 | 920 | 0.5631 | 0.5472 | 0.5631 | 0.7504 |
512
- | 0.4121 | 14.1846 | 922 | 0.5903 | 0.5745 | 0.5903 | 0.7683 |
513
- | 0.4121 | 14.2154 | 924 | 0.6295 | 0.5527 | 0.6295 | 0.7934 |
514
- | 0.4121 | 14.2462 | 926 | 0.6188 | 0.5301 | 0.6188 | 0.7866 |
515
- | 0.4121 | 14.2769 | 928 | 0.5818 | 0.5527 | 0.5818 | 0.7628 |
516
- | 0.4121 | 14.3077 | 930 | 0.5788 | 0.5880 | 0.5788 | 0.7608 |
517
- | 0.4121 | 14.3385 | 932 | 0.5541 | 0.5908 | 0.5541 | 0.7444 |
518
- | 0.4121 | 14.3692 | 934 | 0.5570 | 0.5883 | 0.5570 | 0.7463 |
519
- | 0.4121 | 14.4 | 936 | 0.5616 | 0.5957 | 0.5616 | 0.7494 |
520
- | 0.4121 | 14.4308 | 938 | 0.5744 | 0.5985 | 0.5744 | 0.7579 |
521
- | 0.4121 | 14.4615 | 940 | 0.5776 | 0.5808 | 0.5776 | 0.7600 |
522
- | 0.4121 | 14.4923 | 942 | 0.5574 | 0.5756 | 0.5574 | 0.7466 |
523
- | 0.4121 | 14.5231 | 944 | 0.5553 | 0.5669 | 0.5553 | 0.7452 |
524
- | 0.4121 | 14.5538 | 946 | 0.5662 | 0.5482 | 0.5662 | 0.7525 |
525
- | 0.4121 | 14.5846 | 948 | 0.6033 | 0.5565 | 0.6033 | 0.7768 |
526
- | 0.4121 | 14.6154 | 950 | 0.6196 | 0.5233 | 0.6196 | 0.7871 |
527
- | 0.4121 | 14.6462 | 952 | 0.6487 | 0.5347 | 0.6487 | 0.8054 |
528
- | 0.4121 | 14.6769 | 954 | 0.6980 | 0.5233 | 0.6980 | 0.8355 |
529
- | 0.4121 | 14.7077 | 956 | 0.7146 | 0.5209 | 0.7146 | 0.8454 |
530
- | 0.4121 | 14.7385 | 958 | 0.6564 | 0.5224 | 0.6564 | 0.8102 |
531
- | 0.4121 | 14.7692 | 960 | 0.5878 | 0.5335 | 0.5878 | 0.7667 |
532
- | 0.4121 | 14.8 | 962 | 0.5440 | 0.5087 | 0.5440 | 0.7375 |
533
- | 0.4121 | 14.8308 | 964 | 0.5340 | 0.4851 | 0.5340 | 0.7308 |
534
- | 0.4121 | 14.8615 | 966 | 0.5469 | 0.6033 | 0.5469 | 0.7395 |
535
- | 0.4121 | 14.8923 | 968 | 0.5848 | 0.5907 | 0.5848 | 0.7647 |
536
- | 0.4121 | 14.9231 | 970 | 0.5930 | 0.5741 | 0.5930 | 0.7701 |
537
- | 0.4121 | 14.9538 | 972 | 0.6073 | 0.5630 | 0.6073 | 0.7793 |
538
- | 0.4121 | 14.9846 | 974 | 0.5679 | 0.5857 | 0.5679 | 0.7536 |
539
- | 0.4121 | 15.0154 | 976 | 0.5306 | 0.5598 | 0.5306 | 0.7284 |
540
- | 0.4121 | 15.0462 | 978 | 0.5245 | 0.5034 | 0.5245 | 0.7242 |
541
- | 0.4121 | 15.0769 | 980 | 0.5228 | 0.5539 | 0.5228 | 0.7231 |
542
- | 0.4121 | 15.1077 | 982 | 0.5344 | 0.6292 | 0.5344 | 0.7310 |
543
- | 0.4121 | 15.1385 | 984 | 0.5841 | 0.6050 | 0.5841 | 0.7642 |
544
- | 0.4121 | 15.1692 | 986 | 0.5924 | 0.5988 | 0.5924 | 0.7697 |
545
- | 0.4121 | 15.2 | 988 | 0.5553 | 0.5905 | 0.5553 | 0.7452 |
546
- | 0.4121 | 15.2308 | 990 | 0.5340 | 0.5610 | 0.5340 | 0.7307 |
547
- | 0.4121 | 15.2615 | 992 | 0.5403 | 0.5595 | 0.5403 | 0.7351 |
548
- | 0.4121 | 15.2923 | 994 | 0.5504 | 0.5440 | 0.5504 | 0.7419 |
549
- | 0.4121 | 15.3231 | 996 | 0.5792 | 0.5065 | 0.5792 | 0.7611 |
550
- | 0.4121 | 15.3538 | 998 | 0.6020 | 0.5087 | 0.6020 | 0.7759 |
551
- | 0.0731 | 15.3846 | 1000 | 0.6379 | 0.5051 | 0.6379 | 0.7987 |
552
- | 0.0731 | 15.4154 | 1002 | 0.7093 | 0.5621 | 0.7093 | 0.8422 |
553
- | 0.0731 | 15.4462 | 1004 | 0.7434 | 0.4880 | 0.7434 | 0.8622 |
554
- | 0.0731 | 15.4769 | 1006 | 0.6845 | 0.5127 | 0.6845 | 0.8273 |
555
- | 0.0731 | 15.5077 | 1008 | 0.6358 | 0.5753 | 0.6358 | 0.7974 |
556
- | 0.0731 | 15.5385 | 1010 | 0.5900 | 0.5661 | 0.5900 | 0.7681 |
557
- | 0.0731 | 15.5692 | 1012 | 0.5694 | 0.5459 | 0.5694 | 0.7546 |
558
- | 0.0731 | 15.6 | 1014 | 0.5673 | 0.5460 | 0.5673 | 0.7532 |
559
- | 0.0731 | 15.6308 | 1016 | 0.5618 | 0.5460 | 0.5618 | 0.7495 |
560
- | 0.0731 | 15.6615 | 1018 | 0.5647 | 0.5592 | 0.5647 | 0.7515 |
561
- | 0.0731 | 15.6923 | 1020 | 0.5801 | 0.5209 | 0.5801 | 0.7617 |
562
- | 0.0731 | 15.7231 | 1022 | 0.6380 | 0.5639 | 0.6380 | 0.7987 |
563
- | 0.0731 | 15.7538 | 1024 | 0.6800 | 0.5475 | 0.6800 | 0.8246 |
564
- | 0.0731 | 15.7846 | 1026 | 0.6330 | 0.5220 | 0.6330 | 0.7956 |
565
- | 0.0731 | 15.8154 | 1028 | 0.5882 | 0.4790 | 0.5882 | 0.7669 |
566
- | 0.0731 | 15.8462 | 1030 | 0.6063 | 0.4800 | 0.6063 | 0.7787 |
567
- | 0.0731 | 15.8769 | 1032 | 0.6298 | 0.4895 | 0.6298 | 0.7936 |
568
- | 0.0731 | 15.9077 | 1034 | 0.7012 | 0.5 | 0.7012 | 0.8374 |
569
- | 0.0731 | 15.9385 | 1036 | 0.7647 | 0.4749 | 0.7647 | 0.8745 |
570
 
571
 
572
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k13_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k13_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.6240
19
+ - Qwk: 0.4051
20
+ - Mse: 0.6240
21
+ - Rmse: 0.7900
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0290 | 2 | 4.3096 | -0.0253 | 4.3096 | 2.0759 |
53
+ | No log | 0.0580 | 4 | 2.2467 | 0.0656 | 2.2467 | 1.4989 |
54
+ | No log | 0.0870 | 6 | 1.2781 | 0.0205 | 1.2781 | 1.1305 |
55
+ | No log | 0.1159 | 8 | 1.0565 | -0.0965 | 1.0565 | 1.0279 |
56
+ | No log | 0.1449 | 10 | 1.2314 | -0.1047 | 1.2314 | 1.1097 |
57
+ | No log | 0.1739 | 12 | 1.0535 | -0.1321 | 1.0535 | 1.0264 |
58
+ | No log | 0.2029 | 14 | 0.9517 | -0.0334 | 0.9517 | 0.9755 |
59
+ | No log | 0.2319 | 16 | 0.8628 | 0.1240 | 0.8628 | 0.9289 |
60
+ | No log | 0.2609 | 18 | 0.8946 | 0.1163 | 0.8946 | 0.9458 |
61
+ | No log | 0.2899 | 20 | 0.9093 | 0.1217 | 0.9093 | 0.9536 |
62
+ | No log | 0.3188 | 22 | 1.3347 | 0.0363 | 1.3347 | 1.1553 |
63
+ | No log | 0.3478 | 24 | 1.4202 | 0.0262 | 1.4202 | 1.1917 |
64
+ | No log | 0.3768 | 26 | 1.0640 | 0.0031 | 1.0640 | 1.0315 |
65
+ | No log | 0.4058 | 28 | 1.0029 | 0.0684 | 1.0029 | 1.0015 |
66
+ | No log | 0.4348 | 30 | 0.9527 | 0.1349 | 0.9527 | 0.9761 |
67
+ | No log | 0.4638 | 32 | 0.9489 | 0.1186 | 0.9489 | 0.9741 |
68
+ | No log | 0.4928 | 34 | 0.8822 | 0.1804 | 0.8822 | 0.9393 |
69
+ | No log | 0.5217 | 36 | 0.8514 | 0.1669 | 0.8514 | 0.9227 |
70
+ | No log | 0.5507 | 38 | 0.9190 | 0.1295 | 0.9190 | 0.9587 |
71
+ | No log | 0.5797 | 40 | 0.9465 | 0.0434 | 0.9465 | 0.9729 |
72
+ | No log | 0.6087 | 42 | 1.0997 | -0.0915 | 1.0997 | 1.0486 |
73
+ | No log | 0.6377 | 44 | 0.9871 | 0.0450 | 0.9871 | 0.9936 |
74
+ | No log | 0.6667 | 46 | 0.8452 | 0.1878 | 0.8452 | 0.9193 |
75
+ | No log | 0.6957 | 48 | 0.8660 | 0.1716 | 0.8660 | 0.9306 |
76
+ | No log | 0.7246 | 50 | 0.9563 | 0.0401 | 0.9563 | 0.9779 |
77
+ | No log | 0.7536 | 52 | 0.9327 | 0.0851 | 0.9327 | 0.9658 |
78
+ | No log | 0.7826 | 54 | 0.8801 | 0.1898 | 0.8801 | 0.9381 |
79
+ | No log | 0.8116 | 56 | 0.8076 | 0.2862 | 0.8076 | 0.8987 |
80
+ | No log | 0.8406 | 58 | 0.7729 | 0.2916 | 0.7729 | 0.8791 |
81
+ | No log | 0.8696 | 60 | 0.7717 | 0.3025 | 0.7717 | 0.8785 |
82
+ | No log | 0.8986 | 62 | 0.8727 | 0.1898 | 0.8727 | 0.9342 |
83
+ | No log | 0.9275 | 64 | 0.8200 | 0.2551 | 0.8200 | 0.9055 |
84
+ | No log | 0.9565 | 66 | 0.7584 | 0.2690 | 0.7584 | 0.8709 |
85
+ | No log | 0.9855 | 68 | 0.8916 | 0.1568 | 0.8916 | 0.9443 |
86
+ | No log | 1.0145 | 70 | 1.1315 | 0.1919 | 1.1315 | 1.0637 |
87
+ | No log | 1.0435 | 72 | 1.1715 | 0.2064 | 1.1715 | 1.0824 |
88
+ | No log | 1.0725 | 74 | 0.9765 | 0.1988 | 0.9765 | 0.9882 |
89
+ | No log | 1.1014 | 76 | 0.7724 | 0.1408 | 0.7724 | 0.8788 |
90
+ | No log | 1.1304 | 78 | 0.7778 | 0.2834 | 0.7778 | 0.8819 |
91
+ | No log | 1.1594 | 80 | 1.0548 | 0.0296 | 1.0548 | 1.0270 |
92
+ | No log | 1.1884 | 82 | 1.5160 | 0.1439 | 1.5160 | 1.2313 |
93
+ | No log | 1.2174 | 84 | 1.7781 | 0.1872 | 1.7781 | 1.3335 |
94
+ | No log | 1.2464 | 86 | 1.5600 | 0.1495 | 1.5600 | 1.2490 |
95
+ | No log | 1.2754 | 88 | 1.2210 | 0.0614 | 1.2210 | 1.1050 |
96
+ | No log | 1.3043 | 90 | 0.8493 | 0.2624 | 0.8493 | 0.9216 |
97
+ | No log | 1.3333 | 92 | 0.6823 | 0.3121 | 0.6823 | 0.8260 |
98
+ | No log | 1.3623 | 94 | 0.6876 | 0.2114 | 0.6876 | 0.8292 |
99
+ | No log | 1.3913 | 96 | 0.7469 | 0.2828 | 0.7469 | 0.8642 |
100
+ | No log | 1.4203 | 98 | 0.8684 | 0.3307 | 0.8684 | 0.9319 |
101
+ | No log | 1.4493 | 100 | 0.8885 | 0.3188 | 0.8885 | 0.9426 |
102
+ | No log | 1.4783 | 102 | 0.8145 | 0.3419 | 0.8145 | 0.9025 |
103
+ | No log | 1.5072 | 104 | 0.7435 | 0.4110 | 0.7435 | 0.8623 |
104
+ | No log | 1.5362 | 106 | 0.7107 | 0.4462 | 0.7107 | 0.8430 |
105
+ | No log | 1.5652 | 108 | 0.6923 | 0.4350 | 0.6923 | 0.8320 |
106
+ | No log | 1.5942 | 110 | 0.6792 | 0.4174 | 0.6792 | 0.8241 |
107
+ | No log | 1.6232 | 112 | 0.6712 | 0.4074 | 0.6712 | 0.8193 |
108
+ | No log | 1.6522 | 114 | 0.6985 | 0.4192 | 0.6985 | 0.8358 |
109
+ | No log | 1.6812 | 116 | 0.7159 | 0.3922 | 0.7159 | 0.8461 |
110
+ | No log | 1.7101 | 118 | 0.7282 | 0.3865 | 0.7282 | 0.8534 |
111
+ | No log | 1.7391 | 120 | 0.7205 | 0.3590 | 0.7205 | 0.8488 |
112
+ | No log | 1.7681 | 122 | 0.7034 | 0.3443 | 0.7034 | 0.8387 |
113
+ | No log | 1.7971 | 124 | 0.6939 | 0.4181 | 0.6939 | 0.8330 |
114
+ | No log | 1.8261 | 126 | 0.7101 | 0.4155 | 0.7101 | 0.8427 |
115
+ | No log | 1.8551 | 128 | 0.7519 | 0.3186 | 0.7519 | 0.8671 |
116
+ | No log | 1.8841 | 130 | 0.8191 | 0.2586 | 0.8191 | 0.9050 |
117
+ | No log | 1.9130 | 132 | 0.7256 | 0.3637 | 0.7256 | 0.8518 |
118
+ | No log | 1.9420 | 134 | 0.6884 | 0.4020 | 0.6884 | 0.8297 |
119
+ | No log | 1.9710 | 136 | 0.6825 | 0.4072 | 0.6825 | 0.8261 |
120
+ | No log | 2.0 | 138 | 0.7070 | 0.4138 | 0.7070 | 0.8408 |
121
+ | No log | 2.0290 | 140 | 0.6807 | 0.4389 | 0.6807 | 0.8251 |
122
+ | No log | 2.0580 | 142 | 0.6671 | 0.3958 | 0.6671 | 0.8168 |
123
+ | No log | 2.0870 | 144 | 0.7849 | 0.3715 | 0.7849 | 0.8860 |
124
+ | No log | 2.1159 | 146 | 0.7525 | 0.3796 | 0.7525 | 0.8675 |
125
+ | No log | 2.1449 | 148 | 0.6342 | 0.4607 | 0.6342 | 0.7964 |
126
+ | No log | 2.1739 | 150 | 0.7398 | 0.4357 | 0.7398 | 0.8601 |
127
+ | No log | 2.2029 | 152 | 0.7879 | 0.4450 | 0.7879 | 0.8877 |
128
+ | No log | 2.2319 | 154 | 0.7249 | 0.4478 | 0.7249 | 0.8514 |
129
+ | No log | 2.2609 | 156 | 0.6904 | 0.4409 | 0.6904 | 0.8309 |
130
+ | No log | 2.2899 | 158 | 0.7311 | 0.4790 | 0.7311 | 0.8550 |
131
+ | No log | 2.3188 | 160 | 0.7217 | 0.4596 | 0.7217 | 0.8496 |
132
+ | No log | 2.3478 | 162 | 0.7634 | 0.4233 | 0.7634 | 0.8737 |
133
+ | No log | 2.3768 | 164 | 0.9333 | 0.4057 | 0.9333 | 0.9661 |
134
+ | No log | 2.4058 | 166 | 0.8518 | 0.4100 | 0.8518 | 0.9230 |
135
+ | No log | 2.4348 | 168 | 0.6835 | 0.4562 | 0.6835 | 0.8267 |
136
+ | No log | 2.4638 | 170 | 0.8059 | 0.4021 | 0.8059 | 0.8977 |
137
+ | No log | 2.4928 | 172 | 0.8174 | 0.4003 | 0.8174 | 0.9041 |
138
+ | No log | 2.5217 | 174 | 0.6609 | 0.3868 | 0.6609 | 0.8130 |
139
+ | No log | 2.5507 | 176 | 0.6272 | 0.4730 | 0.6272 | 0.7920 |
140
+ | No log | 2.5797 | 178 | 0.6195 | 0.5005 | 0.6195 | 0.7871 |
141
+ | No log | 2.6087 | 180 | 0.7028 | 0.3978 | 0.7028 | 0.8383 |
142
+ | No log | 2.6377 | 182 | 0.9908 | 0.4140 | 0.9908 | 0.9954 |
143
+ | No log | 2.6667 | 184 | 1.0567 | 0.3876 | 1.0567 | 1.0279 |
144
+ | No log | 2.6957 | 186 | 0.8498 | 0.4219 | 0.8498 | 0.9219 |
145
+ | No log | 2.7246 | 188 | 0.6758 | 0.4035 | 0.6758 | 0.8220 |
146
+ | No log | 2.7536 | 190 | 0.6326 | 0.5012 | 0.6326 | 0.7953 |
147
+ | No log | 2.7826 | 192 | 0.6379 | 0.4594 | 0.6379 | 0.7987 |
148
+ | No log | 2.8116 | 194 | 0.6656 | 0.4625 | 0.6656 | 0.8158 |
149
+ | No log | 2.8406 | 196 | 0.6383 | 0.4789 | 0.6383 | 0.7989 |
150
+ | No log | 2.8696 | 198 | 0.6398 | 0.4926 | 0.6398 | 0.7999 |
151
+ | No log | 2.8986 | 200 | 0.6765 | 0.4416 | 0.6765 | 0.8225 |
152
+ | No log | 2.9275 | 202 | 0.6527 | 0.4537 | 0.6527 | 0.8079 |
153
+ | No log | 2.9565 | 204 | 0.6393 | 0.4998 | 0.6393 | 0.7996 |
154
+ | No log | 2.9855 | 206 | 0.6882 | 0.4028 | 0.6882 | 0.8296 |
155
+ | No log | 3.0145 | 208 | 0.6853 | 0.4323 | 0.6853 | 0.8278 |
156
+ | No log | 3.0435 | 210 | 0.6617 | 0.4418 | 0.6617 | 0.8135 |
157
+ | No log | 3.0725 | 212 | 0.6135 | 0.4857 | 0.6135 | 0.7833 |
158
+ | No log | 3.1014 | 214 | 0.6021 | 0.4956 | 0.6021 | 0.7760 |
159
+ | No log | 3.1304 | 216 | 0.6119 | 0.5042 | 0.6119 | 0.7822 |
160
+ | No log | 3.1594 | 218 | 0.6222 | 0.4662 | 0.6222 | 0.7888 |
161
+ | No log | 3.1884 | 220 | 0.6293 | 0.4507 | 0.6293 | 0.7933 |
162
+ | No log | 3.2174 | 222 | 0.6410 | 0.4639 | 0.6410 | 0.8006 |
163
+ | No log | 3.2464 | 224 | 0.6366 | 0.4553 | 0.6366 | 0.7979 |
164
+ | No log | 3.2754 | 226 | 0.6347 | 0.5134 | 0.6347 | 0.7967 |
165
+ | No log | 3.3043 | 228 | 0.6511 | 0.4544 | 0.6511 | 0.8069 |
166
+ | No log | 3.3333 | 230 | 0.7082 | 0.4282 | 0.7082 | 0.8415 |
167
+ | No log | 3.3623 | 232 | 0.6828 | 0.4267 | 0.6828 | 0.8263 |
168
+ | No log | 3.3913 | 234 | 0.6468 | 0.5312 | 0.6468 | 0.8042 |
169
+ | No log | 3.4203 | 236 | 0.7436 | 0.4182 | 0.7436 | 0.8623 |
170
+ | No log | 3.4493 | 238 | 0.7480 | 0.4157 | 0.7480 | 0.8649 |
171
+ | No log | 3.4783 | 240 | 0.6797 | 0.4295 | 0.6797 | 0.8244 |
172
+ | No log | 3.5072 | 242 | 0.6239 | 0.3961 | 0.6239 | 0.7898 |
173
+ | No log | 3.5362 | 244 | 0.6407 | 0.4544 | 0.6407 | 0.8004 |
174
+ | No log | 3.5652 | 246 | 0.6808 | 0.4456 | 0.6808 | 0.8251 |
175
+ | No log | 3.5942 | 248 | 0.6213 | 0.4721 | 0.6213 | 0.7882 |
176
+ | No log | 3.6232 | 250 | 0.5950 | 0.4064 | 0.5950 | 0.7714 |
177
+ | No log | 3.6522 | 252 | 0.6190 | 0.4474 | 0.6190 | 0.7868 |
178
+ | No log | 3.6812 | 254 | 0.5913 | 0.4473 | 0.5913 | 0.7690 |
179
+ | No log | 3.7101 | 256 | 0.5953 | 0.4783 | 0.5953 | 0.7715 |
180
+ | No log | 3.7391 | 258 | 0.5919 | 0.4783 | 0.5919 | 0.7693 |
181
+ | No log | 3.7681 | 260 | 0.5911 | 0.4473 | 0.5911 | 0.7688 |
182
+ | No log | 3.7971 | 262 | 0.5936 | 0.4760 | 0.5936 | 0.7704 |
183
+ | No log | 3.8261 | 264 | 0.6009 | 0.4686 | 0.6009 | 0.7752 |
184
+ | No log | 3.8551 | 266 | 0.6517 | 0.4741 | 0.6517 | 0.8073 |
185
+ | No log | 3.8841 | 268 | 0.6544 | 0.4826 | 0.6544 | 0.8090 |
186
+ | No log | 3.9130 | 270 | 0.6371 | 0.4645 | 0.6371 | 0.7982 |
187
+ | No log | 3.9420 | 272 | 0.6428 | 0.4225 | 0.6428 | 0.8018 |
188
+ | No log | 3.9710 | 274 | 0.6486 | 0.4018 | 0.6486 | 0.8054 |
189
+ | No log | 4.0 | 276 | 0.6450 | 0.3691 | 0.6450 | 0.8031 |
190
+ | No log | 4.0290 | 278 | 0.6516 | 0.3405 | 0.6516 | 0.8072 |
191
+ | No log | 4.0580 | 280 | 0.6310 | 0.3631 | 0.6310 | 0.7943 |
192
+ | No log | 4.0870 | 282 | 0.6242 | 0.4042 | 0.6242 | 0.7900 |
193
+ | No log | 4.1159 | 284 | 0.6184 | 0.4790 | 0.6184 | 0.7864 |
194
+ | No log | 4.1449 | 286 | 0.6100 | 0.4737 | 0.6100 | 0.7810 |
195
+ | No log | 4.1739 | 288 | 0.5999 | 0.4737 | 0.5999 | 0.7746 |
196
+ | No log | 4.2029 | 290 | 0.6003 | 0.4767 | 0.6003 | 0.7748 |
197
+ | No log | 4.2319 | 292 | 0.6064 | 0.4600 | 0.6064 | 0.7787 |
198
+ | No log | 4.2609 | 294 | 0.6140 | 0.5088 | 0.6140 | 0.7836 |
199
+ | No log | 4.2899 | 296 | 0.6313 | 0.4420 | 0.6313 | 0.7946 |
200
+ | No log | 4.3188 | 298 | 0.6842 | 0.4428 | 0.6842 | 0.8272 |
201
+ | No log | 4.3478 | 300 | 0.6569 | 0.3965 | 0.6569 | 0.8105 |
202
+ | No log | 4.3768 | 302 | 0.6262 | 0.4909 | 0.6262 | 0.7913 |
203
+ | No log | 4.4058 | 304 | 0.6431 | 0.5327 | 0.6431 | 0.8020 |
204
+ | No log | 4.4348 | 306 | 0.6711 | 0.5438 | 0.6711 | 0.8192 |
205
+ | No log | 4.4638 | 308 | 0.6953 | 0.5327 | 0.6953 | 0.8339 |
206
+ | No log | 4.4928 | 310 | 0.7171 | 0.5394 | 0.7171 | 0.8468 |
207
+ | No log | 4.5217 | 312 | 0.6977 | 0.5267 | 0.6977 | 0.8353 |
208
+ | No log | 4.5507 | 314 | 0.7458 | 0.4976 | 0.7458 | 0.8636 |
209
+ | No log | 4.5797 | 316 | 0.7675 | 0.4698 | 0.7675 | 0.8760 |
210
+ | No log | 4.6087 | 318 | 0.6975 | 0.5143 | 0.6975 | 0.8352 |
211
+ | No log | 4.6377 | 320 | 0.6243 | 0.5526 | 0.6243 | 0.7901 |
212
+ | No log | 4.6667 | 322 | 0.6406 | 0.53 | 0.6406 | 0.8004 |
213
+ | No log | 4.6957 | 324 | 0.6753 | 0.5046 | 0.6753 | 0.8218 |
214
+ | No log | 4.7246 | 326 | 0.6372 | 0.5026 | 0.6372 | 0.7982 |
215
+ | No log | 4.7536 | 328 | 0.6637 | 0.4960 | 0.6637 | 0.8147 |
216
+ | No log | 4.7826 | 330 | 0.6529 | 0.5075 | 0.6529 | 0.8080 |
217
+ | No log | 4.8116 | 332 | 0.6002 | 0.5384 | 0.6002 | 0.7747 |
218
+ | No log | 4.8406 | 334 | 0.5975 | 0.5321 | 0.5975 | 0.7730 |
219
+ | No log | 4.8696 | 336 | 0.6436 | 0.5054 | 0.6436 | 0.8022 |
220
+ | No log | 4.8986 | 338 | 0.6695 | 0.4706 | 0.6695 | 0.8182 |
221
+ | No log | 4.9275 | 340 | 0.6415 | 0.4702 | 0.6415 | 0.8009 |
222
+ | No log | 4.9565 | 342 | 0.6335 | 0.4102 | 0.6335 | 0.7959 |
223
+ | No log | 4.9855 | 344 | 0.6519 | 0.4175 | 0.6519 | 0.8074 |
224
+ | No log | 5.0145 | 346 | 0.6423 | 0.4177 | 0.6423 | 0.8014 |
225
+ | No log | 5.0435 | 348 | 0.6793 | 0.4438 | 0.6793 | 0.8242 |
226
+ | No log | 5.0725 | 350 | 0.7265 | 0.4242 | 0.7265 | 0.8524 |
227
+ | No log | 5.1014 | 352 | 0.6739 | 0.4137 | 0.6739 | 0.8209 |
228
+ | No log | 5.1304 | 354 | 0.6432 | 0.4146 | 0.6432 | 0.8020 |
229
+ | No log | 5.1594 | 356 | 0.6359 | 0.4514 | 0.6359 | 0.7974 |
230
+ | No log | 5.1884 | 358 | 0.6351 | 0.4546 | 0.6351 | 0.7969 |
231
+ | No log | 5.2174 | 360 | 0.6335 | 0.4447 | 0.6335 | 0.7959 |
232
+ | No log | 5.2464 | 362 | 0.6318 | 0.4642 | 0.6318 | 0.7949 |
233
+ | No log | 5.2754 | 364 | 0.6457 | 0.4151 | 0.6457 | 0.8036 |
234
+ | No log | 5.3043 | 366 | 0.6362 | 0.4529 | 0.6362 | 0.7976 |
235
+ | No log | 5.3333 | 368 | 0.6345 | 0.4621 | 0.6345 | 0.7966 |
236
+ | No log | 5.3623 | 370 | 0.6358 | 0.4539 | 0.6358 | 0.7974 |
237
+ | No log | 5.3913 | 372 | 0.6246 | 0.4442 | 0.6246 | 0.7903 |
238
+ | No log | 5.4203 | 374 | 0.6109 | 0.4539 | 0.6109 | 0.7816 |
239
+ | No log | 5.4493 | 376 | 0.6238 | 0.4337 | 0.6238 | 0.7898 |
240
+ | No log | 5.4783 | 378 | 0.5954 | 0.4556 | 0.5954 | 0.7716 |
241
+ | No log | 5.5072 | 380 | 0.6131 | 0.4698 | 0.6131 | 0.7830 |
242
+ | No log | 5.5362 | 382 | 0.6281 | 0.48 | 0.6281 | 0.7925 |
243
+ | No log | 5.5652 | 384 | 0.6075 | 0.4426 | 0.6075 | 0.7794 |
244
+ | No log | 5.5942 | 386 | 0.6192 | 0.4391 | 0.6192 | 0.7869 |
245
+ | No log | 5.6232 | 388 | 0.6466 | 0.4080 | 0.6466 | 0.8041 |
246
+ | No log | 5.6522 | 390 | 0.6418 | 0.4080 | 0.6418 | 0.8011 |
247
+ | No log | 5.6812 | 392 | 0.6191 | 0.4391 | 0.6191 | 0.7868 |
248
+ | No log | 5.7101 | 394 | 0.6164 | 0.4359 | 0.6164 | 0.7851 |
249
+ | No log | 5.7391 | 396 | 0.6217 | 0.4506 | 0.6217 | 0.7885 |
250
+ | No log | 5.7681 | 398 | 0.6621 | 0.4656 | 0.6621 | 0.8137 |
251
+ | No log | 5.7971 | 400 | 0.6880 | 0.4928 | 0.6880 | 0.8295 |
252
+ | No log | 5.8261 | 402 | 0.6443 | 0.4913 | 0.6443 | 0.8027 |
253
+ | No log | 5.8551 | 404 | 0.6514 | 0.4503 | 0.6514 | 0.8071 |
254
+ | No log | 5.8841 | 406 | 0.7056 | 0.4502 | 0.7056 | 0.8400 |
255
+ | No log | 5.9130 | 408 | 0.6544 | 0.4404 | 0.6544 | 0.8089 |
256
+ | No log | 5.9420 | 410 | 0.6025 | 0.5226 | 0.6025 | 0.7762 |
257
+ | No log | 5.9710 | 412 | 0.6304 | 0.4293 | 0.6304 | 0.7940 |
258
+ | No log | 6.0 | 414 | 0.6315 | 0.3944 | 0.6315 | 0.7947 |
259
+ | No log | 6.0290 | 416 | 0.6094 | 0.3810 | 0.6094 | 0.7806 |
260
+ | No log | 6.0580 | 418 | 0.5910 | 0.4073 | 0.5910 | 0.7688 |
261
+ | No log | 6.0870 | 420 | 0.5911 | 0.4602 | 0.5911 | 0.7689 |
262
+ | No log | 6.1159 | 422 | 0.6048 | 0.4598 | 0.6048 | 0.7777 |
263
+ | No log | 6.1449 | 424 | 0.6090 | 0.4349 | 0.6090 | 0.7804 |
264
+ | No log | 6.1739 | 426 | 0.6079 | 0.4880 | 0.6079 | 0.7797 |
265
+ | No log | 6.2029 | 428 | 0.6324 | 0.3828 | 0.6324 | 0.7952 |
266
+ | No log | 6.2319 | 430 | 0.6173 | 0.4625 | 0.6173 | 0.7857 |
267
+ | No log | 6.2609 | 432 | 0.6096 | 0.4690 | 0.6096 | 0.7808 |
268
+ | No log | 6.2899 | 434 | 0.6282 | 0.4840 | 0.6282 | 0.7926 |
269
+ | No log | 6.3188 | 436 | 0.6200 | 0.4857 | 0.6200 | 0.7874 |
270
+ | No log | 6.3478 | 438 | 0.5969 | 0.5440 | 0.5969 | 0.7726 |
271
+ | No log | 6.3768 | 440 | 0.5939 | 0.5235 | 0.5939 | 0.7707 |
272
+ | No log | 6.4058 | 442 | 0.5868 | 0.5259 | 0.5868 | 0.7660 |
273
+ | No log | 6.4348 | 444 | 0.6142 | 0.4887 | 0.6142 | 0.7837 |
274
+ | No log | 6.4638 | 446 | 0.6875 | 0.5090 | 0.6875 | 0.8292 |
275
+ | No log | 6.4928 | 448 | 0.6772 | 0.5103 | 0.6772 | 0.8229 |
276
+ | No log | 6.5217 | 450 | 0.6096 | 0.4581 | 0.6096 | 0.7808 |
277
+ | No log | 6.5507 | 452 | 0.6099 | 0.4943 | 0.6099 | 0.7809 |
278
+ | No log | 6.5797 | 454 | 0.6376 | 0.4672 | 0.6376 | 0.7985 |
279
+ | No log | 6.6087 | 456 | 0.6285 | 0.4211 | 0.6285 | 0.7928 |
280
+ | No log | 6.6377 | 458 | 0.6281 | 0.4180 | 0.6281 | 0.7925 |
281
+ | No log | 6.6667 | 460 | 0.6737 | 0.4592 | 0.6737 | 0.8208 |
282
+ | No log | 6.6957 | 462 | 0.6729 | 0.4530 | 0.6729 | 0.8203 |
283
+ | No log | 6.7246 | 464 | 0.6427 | 0.4474 | 0.6427 | 0.8017 |
284
+ | No log | 6.7536 | 466 | 0.6411 | 0.4522 | 0.6411 | 0.8007 |
285
+ | No log | 6.7826 | 468 | 0.6407 | 0.4642 | 0.6407 | 0.8004 |
286
+ | No log | 6.8116 | 470 | 0.6486 | 0.4442 | 0.6486 | 0.8054 |
287
+ | No log | 6.8406 | 472 | 0.6836 | 0.4247 | 0.6836 | 0.8268 |
288
+ | No log | 6.8696 | 474 | 0.7167 | 0.4086 | 0.7167 | 0.8466 |
289
+ | No log | 6.8986 | 476 | 0.6865 | 0.4605 | 0.6865 | 0.8286 |
290
+ | No log | 6.9275 | 478 | 0.6448 | 0.4781 | 0.6448 | 0.8030 |
291
+ | No log | 6.9565 | 480 | 0.7210 | 0.4253 | 0.7210 | 0.8491 |
292
+ | No log | 6.9855 | 482 | 0.7582 | 0.4341 | 0.7582 | 0.8707 |
293
+ | No log | 7.0145 | 484 | 0.7221 | 0.4313 | 0.7221 | 0.8498 |
294
+ | No log | 7.0435 | 486 | 0.6341 | 0.4882 | 0.6341 | 0.7963 |
295
+ | No log | 7.0725 | 488 | 0.6303 | 0.5107 | 0.6303 | 0.7939 |
296
+ | No log | 7.1014 | 490 | 0.6812 | 0.4901 | 0.6812 | 0.8253 |
297
+ | No log | 7.1304 | 492 | 0.6738 | 0.4901 | 0.6738 | 0.8209 |
298
+ | No log | 7.1594 | 494 | 0.6222 | 0.4787 | 0.6222 | 0.7888 |
299
+ | No log | 7.1884 | 496 | 0.5921 | 0.4302 | 0.5921 | 0.7695 |
300
+ | No log | 7.2174 | 498 | 0.6374 | 0.4128 | 0.6374 | 0.7984 |
301
+ | 0.4508 | 7.2464 | 500 | 0.6729 | 0.4539 | 0.6729 | 0.8203 |
302
+ | 0.4508 | 7.2754 | 502 | 0.6392 | 0.4445 | 0.6392 | 0.7995 |
303
+ | 0.4508 | 7.3043 | 504 | 0.5931 | 0.4858 | 0.5931 | 0.7701 |
304
+ | 0.4508 | 7.3333 | 506 | 0.6235 | 0.5127 | 0.6235 | 0.7896 |
305
+ | 0.4508 | 7.3623 | 508 | 0.6471 | 0.5376 | 0.6471 | 0.8044 |
306
+ | 0.4508 | 7.3913 | 510 | 0.6087 | 0.5569 | 0.6087 | 0.7802 |
307
+ | 0.4508 | 7.4203 | 512 | 0.6086 | 0.4945 | 0.6086 | 0.7801 |
308
+ | 0.4508 | 7.4493 | 514 | 0.6325 | 0.4790 | 0.6325 | 0.7953 |
309
+ | 0.4508 | 7.4783 | 516 | 0.6147 | 0.4822 | 0.6147 | 0.7840 |
310
+ | 0.4508 | 7.5072 | 518 | 0.5999 | 0.4848 | 0.5999 | 0.7745 |
311
+ | 0.4508 | 7.5362 | 520 | 0.6002 | 0.4676 | 0.6002 | 0.7747 |
312
+ | 0.4508 | 7.5652 | 522 | 0.5913 | 0.4386 | 0.5913 | 0.7690 |
313
+ | 0.4508 | 7.5942 | 524 | 0.6062 | 0.5033 | 0.6062 | 0.7786 |
314
+ | 0.4508 | 7.6232 | 526 | 0.6408 | 0.4908 | 0.6408 | 0.8005 |
315
+ | 0.4508 | 7.6522 | 528 | 0.6148 | 0.4840 | 0.6148 | 0.7841 |
316
+ | 0.4508 | 7.6812 | 530 | 0.5904 | 0.4514 | 0.5904 | 0.7684 |
317
+ | 0.4508 | 7.7101 | 532 | 0.5991 | 0.4149 | 0.5991 | 0.7740 |
318
+ | 0.4508 | 7.7391 | 534 | 0.6095 | 0.5185 | 0.6095 | 0.7807 |
319
+ | 0.4508 | 7.7681 | 536 | 0.6108 | 0.5185 | 0.6108 | 0.7816 |
320
+ | 0.4508 | 7.7971 | 538 | 0.6069 | 0.5040 | 0.6069 | 0.7791 |
321
+ | 0.4508 | 7.8261 | 540 | 0.6030 | 0.4262 | 0.6030 | 0.7765 |
322
+ | 0.4508 | 7.8551 | 542 | 0.6177 | 0.4049 | 0.6177 | 0.7860 |
323
+ | 0.4508 | 7.8841 | 544 | 0.6140 | 0.4007 | 0.6140 | 0.7836 |
324
+ | 0.4508 | 7.9130 | 546 | 0.6586 | 0.4584 | 0.6586 | 0.8115 |
325
+ | 0.4508 | 7.9420 | 548 | 0.7119 | 0.4699 | 0.7119 | 0.8438 |
326
+ | 0.4508 | 7.9710 | 550 | 0.6821 | 0.5046 | 0.6821 | 0.8259 |
327
+ | 0.4508 | 8.0 | 552 | 0.6194 | 0.4498 | 0.6194 | 0.7870 |
328
+ | 0.4508 | 8.0290 | 554 | 0.6313 | 0.4257 | 0.6313 | 0.7946 |
329
+ | 0.4508 | 8.0580 | 556 | 0.6396 | 0.4607 | 0.6396 | 0.7997 |
330
+ | 0.4508 | 8.0870 | 558 | 0.6137 | 0.5050 | 0.6137 | 0.7834 |
331
+ | 0.4508 | 8.1159 | 560 | 0.6378 | 0.5037 | 0.6378 | 0.7986 |
332
+ | 0.4508 | 8.1449 | 562 | 0.7104 | 0.5038 | 0.7104 | 0.8429 |
333
+ | 0.4508 | 8.1739 | 564 | 0.6821 | 0.5051 | 0.6821 | 0.8259 |
334
+ | 0.4508 | 8.2029 | 566 | 0.6136 | 0.4940 | 0.6136 | 0.7833 |
335
+ | 0.4508 | 8.2319 | 568 | 0.5743 | 0.4761 | 0.5743 | 0.7579 |
336
+ | 0.4508 | 8.2609 | 570 | 0.5650 | 0.4887 | 0.5650 | 0.7517 |
337
+ | 0.4508 | 8.2899 | 572 | 0.5602 | 0.5109 | 0.5602 | 0.7485 |
338
+ | 0.4508 | 8.3188 | 574 | 0.5718 | 0.4698 | 0.5718 | 0.7562 |
339
+ | 0.4508 | 8.3478 | 576 | 0.5888 | 0.4862 | 0.5888 | 0.7673 |
340
+ | 0.4508 | 8.3768 | 578 | 0.5759 | 0.4422 | 0.5759 | 0.7589 |
341
+ | 0.4508 | 8.4058 | 580 | 0.5673 | 0.4878 | 0.5673 | 0.7532 |
342
+ | 0.4508 | 8.4348 | 582 | 0.5738 | 0.4381 | 0.5738 | 0.7575 |
343
+ | 0.4508 | 8.4638 | 584 | 0.5916 | 0.4684 | 0.5916 | 0.7691 |
344
+ | 0.4508 | 8.4928 | 586 | 0.5794 | 0.4666 | 0.5794 | 0.7612 |
345
+ | 0.4508 | 8.5217 | 588 | 0.5801 | 0.4284 | 0.5801 | 0.7616 |
346
+ | 0.4508 | 8.5507 | 590 | 0.6492 | 0.4755 | 0.6492 | 0.8057 |
347
+ | 0.4508 | 8.5797 | 592 | 0.7257 | 0.5026 | 0.7257 | 0.8519 |
348
+ | 0.4508 | 8.6087 | 594 | 0.7043 | 0.5206 | 0.7043 | 0.8392 |
349
+ | 0.4508 | 8.6377 | 596 | 0.6325 | 0.4455 | 0.6325 | 0.7953 |
350
+ | 0.4508 | 8.6667 | 598 | 0.6177 | 0.4657 | 0.6177 | 0.7859 |
351
+ | 0.4508 | 8.6957 | 600 | 0.6554 | 0.4710 | 0.6554 | 0.8096 |
352
+ | 0.4508 | 8.7246 | 602 | 0.6487 | 0.4535 | 0.6487 | 0.8054 |
353
+ | 0.4508 | 8.7536 | 604 | 0.6140 | 0.4598 | 0.6140 | 0.7836 |
354
+ | 0.4508 | 8.7826 | 606 | 0.6044 | 0.4579 | 0.6044 | 0.7775 |
355
+ | 0.4508 | 8.8116 | 608 | 0.6049 | 0.4728 | 0.6049 | 0.7777 |
356
+ | 0.4508 | 8.8406 | 610 | 0.5918 | 0.4721 | 0.5918 | 0.7693 |
357
+ | 0.4508 | 8.8696 | 612 | 0.5777 | 0.4672 | 0.5777 | 0.7601 |
358
+ | 0.4508 | 8.8986 | 614 | 0.5743 | 0.4704 | 0.5743 | 0.7578 |
359
+ | 0.4508 | 8.9275 | 616 | 0.5717 | 0.4615 | 0.5717 | 0.7561 |
360
+ | 0.4508 | 8.9565 | 618 | 0.5700 | 0.4790 | 0.5700 | 0.7550 |
361
+ | 0.4508 | 8.9855 | 620 | 0.5844 | 0.4856 | 0.5844 | 0.7645 |
362
+ | 0.4508 | 9.0145 | 622 | 0.5911 | 0.5091 | 0.5911 | 0.7688 |
363
+ | 0.4508 | 9.0435 | 624 | 0.5989 | 0.5391 | 0.5989 | 0.7739 |
364
+ | 0.4508 | 9.0725 | 626 | 0.6055 | 0.5238 | 0.6055 | 0.7781 |
365
+ | 0.4508 | 9.1014 | 628 | 0.6037 | 0.5061 | 0.6037 | 0.7770 |
366
+ | 0.4508 | 9.1304 | 630 | 0.5968 | 0.4814 | 0.5968 | 0.7726 |
367
+ | 0.4508 | 9.1594 | 632 | 0.5937 | 0.4825 | 0.5937 | 0.7705 |
368
+ | 0.4508 | 9.1884 | 634 | 0.5925 | 0.5111 | 0.5925 | 0.7697 |
369
+ | 0.4508 | 9.2174 | 636 | 0.5969 | 0.5119 | 0.5969 | 0.7726 |
370
+ | 0.4508 | 9.2464 | 638 | 0.6378 | 0.4907 | 0.6378 | 0.7986 |
371
+ | 0.4508 | 9.2754 | 640 | 0.6413 | 0.4949 | 0.6413 | 0.8008 |
372
+ | 0.4508 | 9.3043 | 642 | 0.6073 | 0.5517 | 0.6073 | 0.7793 |
373
+ | 0.4508 | 9.3333 | 644 | 0.6065 | 0.5366 | 0.6065 | 0.7788 |
374
+ | 0.4508 | 9.3623 | 646 | 0.6436 | 0.4789 | 0.6436 | 0.8022 |
375
+ | 0.4508 | 9.3913 | 648 | 0.6326 | 0.5033 | 0.6326 | 0.7953 |
376
+ | 0.4508 | 9.4203 | 650 | 0.6020 | 0.5331 | 0.6020 | 0.7759 |
377
+ | 0.4508 | 9.4493 | 652 | 0.5877 | 0.5103 | 0.5877 | 0.7666 |
378
+ | 0.4508 | 9.4783 | 654 | 0.5863 | 0.5005 | 0.5863 | 0.7657 |
379
+ | 0.4508 | 9.5072 | 656 | 0.5990 | 0.4377 | 0.5990 | 0.7740 |
380
+ | 0.4508 | 9.5362 | 658 | 0.6309 | 0.4722 | 0.6309 | 0.7943 |
381
+ | 0.4508 | 9.5652 | 660 | 0.6171 | 0.4504 | 0.6171 | 0.7856 |
382
+ | 0.4508 | 9.5942 | 662 | 0.6177 | 0.4565 | 0.6177 | 0.7860 |
383
+ | 0.4508 | 9.6232 | 664 | 0.6115 | 0.4630 | 0.6115 | 0.7820 |
384
+ | 0.4508 | 9.6522 | 666 | 0.6143 | 0.4711 | 0.6143 | 0.7838 |
385
+ | 0.4508 | 9.6812 | 668 | 0.6398 | 0.5220 | 0.6398 | 0.7998 |
386
+ | 0.4508 | 9.7101 | 670 | 0.6493 | 0.5119 | 0.6493 | 0.8058 |
387
+ | 0.4508 | 9.7391 | 672 | 0.6203 | 0.5108 | 0.6203 | 0.7876 |
388
+ | 0.4508 | 9.7681 | 674 | 0.6092 | 0.4436 | 0.6092 | 0.7805 |
389
+ | 0.4508 | 9.7971 | 676 | 0.6280 | 0.4355 | 0.6280 | 0.7924 |
390
+ | 0.4508 | 9.8261 | 678 | 0.6342 | 0.4355 | 0.6342 | 0.7964 |
391
+ | 0.4508 | 9.8551 | 680 | 0.6120 | 0.4075 | 0.6120 | 0.7823 |
392
+ | 0.4508 | 9.8841 | 682 | 0.6240 | 0.4051 | 0.6240 | 0.7900 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
393
 
394
 
395
  ### Framework versions