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ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k16_task5_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k15_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k15_task5_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.7223
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- - Qwk: 0.4730
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- - Mse: 0.7223
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- - Rmse: 0.8499
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  ## Model description
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@@ -49,264 +49,580 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0513 | 2 | 4.6165 | -0.0179 | 4.6165 | 2.1486 |
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- | No log | 0.1026 | 4 | 2.8710 | -0.0231 | 2.8710 | 1.6944 |
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- | No log | 0.1538 | 6 | 2.1203 | -0.0647 | 2.1203 | 1.4561 |
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- | No log | 0.2051 | 8 | 1.4524 | 0.0279 | 1.4524 | 1.2051 |
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- | No log | 0.2564 | 10 | 1.6575 | 0.0300 | 1.6575 | 1.2874 |
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- | No log | 0.3077 | 12 | 1.5431 | 0.0371 | 1.5431 | 1.2422 |
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- | No log | 0.3590 | 14 | 1.3230 | -0.0511 | 1.3230 | 1.1502 |
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- | No log | 0.4103 | 16 | 1.1595 | 0.0882 | 1.1595 | 1.0768 |
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- | No log | 0.4615 | 18 | 1.2108 | 0.0909 | 1.2108 | 1.1004 |
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- | No log | 0.5128 | 20 | 1.1741 | 0.1154 | 1.1741 | 1.0836 |
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- | No log | 0.5641 | 22 | 1.1535 | 0.0792 | 1.1535 | 1.0740 |
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- | No log | 0.6154 | 24 | 1.1449 | 0.1408 | 1.1449 | 1.0700 |
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- | No log | 0.6667 | 26 | 1.1799 | 0.0970 | 1.1799 | 1.0862 |
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- | No log | 0.7179 | 28 | 1.2804 | 0.0232 | 1.2804 | 1.1315 |
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- | No log | 0.7692 | 30 | 1.3531 | 0.0 | 1.3531 | 1.1632 |
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- | No log | 0.8205 | 32 | 1.2932 | 0.0380 | 1.2932 | 1.1372 |
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- | No log | 0.8718 | 34 | 1.1336 | 0.2074 | 1.1336 | 1.0647 |
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- | No log | 0.9231 | 36 | 1.0738 | 0.1218 | 1.0738 | 1.0363 |
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- | No log | 0.9744 | 38 | 1.0661 | 0.1370 | 1.0661 | 1.0325 |
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- | No log | 1.0256 | 40 | 1.0737 | 0.1848 | 1.0737 | 1.0362 |
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- | No log | 1.0769 | 42 | 1.0947 | 0.2074 | 1.0947 | 1.0463 |
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- | No log | 1.1282 | 44 | 1.1012 | 0.2125 | 1.1012 | 1.0494 |
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- | No log | 1.1795 | 46 | 1.0272 | 0.1725 | 1.0272 | 1.0135 |
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- | No log | 1.2308 | 48 | 0.9670 | 0.2944 | 0.9670 | 0.9833 |
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- | No log | 1.2821 | 50 | 0.9679 | 0.3288 | 0.9679 | 0.9838 |
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- | No log | 1.3333 | 52 | 0.9473 | 0.2944 | 0.9473 | 0.9733 |
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- | No log | 1.3846 | 54 | 0.9451 | 0.2842 | 0.9451 | 0.9722 |
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- | No log | 1.4359 | 56 | 0.9414 | 0.2865 | 0.9414 | 0.9703 |
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- | No log | 1.4872 | 58 | 0.9470 | 0.3979 | 0.9470 | 0.9731 |
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- | No log | 1.5385 | 60 | 1.0563 | 0.2441 | 1.0563 | 1.0277 |
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- | No log | 1.5897 | 62 | 1.0513 | 0.2834 | 1.0513 | 1.0253 |
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- | No log | 1.6410 | 64 | 1.0556 | 0.3108 | 1.0556 | 1.0274 |
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- | No log | 1.6923 | 66 | 1.0785 | 0.3547 | 1.0785 | 1.0385 |
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- | No log | 1.7436 | 68 | 1.1076 | 0.2835 | 1.1076 | 1.0524 |
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- | No log | 1.7949 | 70 | 1.1437 | 0.2669 | 1.1437 | 1.0694 |
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- | No log | 1.8462 | 72 | 1.0474 | 0.2551 | 1.0474 | 1.0234 |
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- | No log | 1.8974 | 74 | 1.0008 | 0.3414 | 1.0008 | 1.0004 |
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- | No log | 1.9487 | 76 | 0.9496 | 0.3819 | 0.9496 | 0.9745 |
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- | No log | 2.0 | 78 | 0.9969 | 0.3063 | 0.9969 | 0.9984 |
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- | No log | 2.0513 | 80 | 1.0100 | 0.2474 | 1.0100 | 1.0050 |
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- | No log | 2.1026 | 82 | 0.9360 | 0.3153 | 0.9360 | 0.9675 |
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- | No log | 2.1538 | 84 | 0.9226 | 0.3304 | 0.9226 | 0.9605 |
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- | No log | 2.2051 | 86 | 0.8861 | 0.3214 | 0.8861 | 0.9413 |
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- | No log | 2.2564 | 88 | 0.8880 | 0.3175 | 0.8880 | 0.9423 |
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- | No log | 2.3077 | 90 | 0.8734 | 0.3744 | 0.8734 | 0.9346 |
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- | No log | 2.3590 | 92 | 0.8972 | 0.3976 | 0.8972 | 0.9472 |
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- | No log | 2.4103 | 94 | 0.9447 | 0.4466 | 0.9447 | 0.9719 |
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- | No log | 2.4615 | 96 | 0.9655 | 0.4231 | 0.9655 | 0.9826 |
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- | No log | 2.5128 | 98 | 0.9783 | 0.4231 | 0.9783 | 0.9891 |
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- | No log | 2.5641 | 100 | 0.9767 | 0.4404 | 0.9767 | 0.9883 |
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- | No log | 2.6154 | 102 | 1.0070 | 0.4711 | 1.0070 | 1.0035 |
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- | No log | 2.6667 | 104 | 0.9996 | 0.4662 | 0.9996 | 0.9998 |
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- | No log | 2.7179 | 106 | 1.1366 | 0.3437 | 1.1366 | 1.0661 |
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- | No log | 2.7692 | 108 | 1.0177 | 0.4211 | 1.0177 | 1.0088 |
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- | No log | 2.8205 | 110 | 0.9996 | 0.4211 | 0.9996 | 0.9998 |
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- | No log | 2.8718 | 112 | 1.0296 | 0.3787 | 1.0296 | 1.0147 |
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- | No log | 2.9231 | 114 | 1.0205 | 0.3787 | 1.0205 | 1.0102 |
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- | No log | 2.9744 | 116 | 0.9348 | 0.3335 | 0.9348 | 0.9668 |
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- | No log | 3.0256 | 118 | 0.9349 | 0.4606 | 0.9349 | 0.9669 |
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- | No log | 3.0769 | 120 | 1.0028 | 0.4278 | 1.0028 | 1.0014 |
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- | No log | 3.1282 | 122 | 0.8721 | 0.4879 | 0.8721 | 0.9339 |
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- | No log | 3.1795 | 124 | 1.0965 | 0.4515 | 1.0965 | 1.0471 |
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- | No log | 3.2308 | 126 | 1.1555 | 0.4471 | 1.1555 | 1.0749 |
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- | No log | 3.2821 | 128 | 0.9590 | 0.5106 | 0.9590 | 0.9793 |
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- | No log | 3.3333 | 130 | 0.8268 | 0.5618 | 0.8268 | 0.9093 |
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- | No log | 3.3846 | 132 | 1.0196 | 0.3878 | 1.0196 | 1.0098 |
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- | No log | 3.4359 | 134 | 1.1365 | 0.3666 | 1.1365 | 1.0661 |
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- | No log | 3.4872 | 136 | 0.9193 | 0.4276 | 0.9193 | 0.9588 |
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- | No log | 3.5385 | 138 | 0.8046 | 0.4792 | 0.8046 | 0.8970 |
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- | No log | 3.5897 | 140 | 0.9482 | 0.2543 | 0.9482 | 0.9738 |
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- | No log | 3.6410 | 142 | 0.8980 | 0.3622 | 0.8980 | 0.9477 |
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- | No log | 3.6923 | 144 | 0.7537 | 0.5510 | 0.7537 | 0.8682 |
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- | No log | 3.7436 | 146 | 0.8040 | 0.4943 | 0.8040 | 0.8966 |
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- | No log | 3.7949 | 148 | 0.9974 | 0.4898 | 0.9974 | 0.9987 |
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- | No log | 3.8462 | 150 | 0.9976 | 0.4579 | 0.9976 | 0.9988 |
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- | No log | 3.8974 | 152 | 0.8081 | 0.5291 | 0.8081 | 0.8989 |
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- | No log | 3.9487 | 154 | 0.7971 | 0.5920 | 0.7971 | 0.8928 |
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- | No log | 4.0 | 156 | 0.7982 | 0.6082 | 0.7982 | 0.8934 |
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- | No log | 4.0513 | 158 | 0.7567 | 0.5260 | 0.7567 | 0.8699 |
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- | No log | 4.1026 | 160 | 0.8769 | 0.3001 | 0.8769 | 0.9364 |
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- | No log | 4.1538 | 162 | 1.0148 | 0.1487 | 1.0148 | 1.0074 |
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- | No log | 4.2051 | 164 | 0.9408 | 0.3743 | 0.9408 | 0.9700 |
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- | No log | 4.2564 | 166 | 0.7950 | 0.4988 | 0.7950 | 0.8916 |
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- | No log | 4.3077 | 168 | 0.8618 | 0.3522 | 0.8618 | 0.9283 |
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- | No log | 4.3590 | 170 | 0.8524 | 0.3933 | 0.8524 | 0.9233 |
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- | No log | 4.4103 | 172 | 0.8795 | 0.5192 | 0.8795 | 0.9378 |
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- | No log | 4.4615 | 174 | 0.9586 | 0.4568 | 0.9586 | 0.9791 |
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- | No log | 4.5128 | 176 | 0.8707 | 0.4824 | 0.8707 | 0.9331 |
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- | No log | 4.5641 | 178 | 0.7911 | 0.4119 | 0.7911 | 0.8894 |
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- | No log | 4.6154 | 180 | 0.8552 | 0.4853 | 0.8552 | 0.9248 |
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- | No log | 4.6667 | 182 | 0.8152 | 0.5202 | 0.8152 | 0.9029 |
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- | No log | 4.7179 | 184 | 0.7678 | 0.5913 | 0.7678 | 0.8762 |
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- | No log | 4.7692 | 186 | 0.8384 | 0.5291 | 0.8384 | 0.9157 |
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- | No log | 4.8205 | 188 | 0.8671 | 0.4840 | 0.8671 | 0.9312 |
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- | No log | 4.8718 | 190 | 0.8515 | 0.5654 | 0.8515 | 0.9228 |
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- | No log | 4.9231 | 192 | 0.8743 | 0.4922 | 0.8743 | 0.9350 |
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- | No log | 4.9744 | 194 | 0.8473 | 0.4799 | 0.8473 | 0.9205 |
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- | No log | 5.0256 | 196 | 0.8131 | 0.4515 | 0.8131 | 0.9017 |
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- | No log | 5.0769 | 198 | 0.7989 | 0.4401 | 0.7989 | 0.8938 |
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- | No log | 5.1282 | 200 | 0.7949 | 0.4411 | 0.7949 | 0.8916 |
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- | No log | 5.1795 | 202 | 0.8063 | 0.4082 | 0.8063 | 0.8979 |
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- | No log | 5.2308 | 204 | 0.9014 | 0.5292 | 0.9014 | 0.9494 |
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- | No log | 5.2821 | 206 | 0.8914 | 0.4840 | 0.8914 | 0.9441 |
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- | No log | 5.3333 | 208 | 0.8651 | 0.5098 | 0.8651 | 0.9301 |
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- | No log | 5.3846 | 210 | 0.8794 | 0.4988 | 0.8794 | 0.9377 |
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- | No log | 5.4359 | 212 | 0.8853 | 0.4875 | 0.8853 | 0.9409 |
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- | No log | 5.4872 | 214 | 0.8696 | 0.5129 | 0.8696 | 0.9325 |
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- | No log | 5.5385 | 216 | 0.8602 | 0.5419 | 0.8602 | 0.9275 |
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- | No log | 5.5897 | 218 | 0.8296 | 0.4907 | 0.8296 | 0.9108 |
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- | No log | 5.6410 | 220 | 0.8888 | 0.5157 | 0.8888 | 0.9427 |
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- | No log | 5.6923 | 222 | 0.8830 | 0.4937 | 0.8830 | 0.9397 |
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- | No log | 5.7436 | 224 | 0.8093 | 0.4353 | 0.8093 | 0.8996 |
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- | No log | 5.7949 | 226 | 0.8073 | 0.4353 | 0.8073 | 0.8985 |
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- | No log | 5.8462 | 228 | 0.8456 | 0.4843 | 0.8456 | 0.9196 |
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- | No log | 5.8974 | 230 | 0.8643 | 0.4455 | 0.8643 | 0.9297 |
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- | No log | 5.9487 | 232 | 0.7892 | 0.5135 | 0.7892 | 0.8883 |
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- | No log | 6.0 | 234 | 0.8007 | 0.4614 | 0.8007 | 0.8948 |
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- | No log | 6.0513 | 236 | 0.8094 | 0.5475 | 0.8094 | 0.8996 |
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- | No log | 6.1026 | 238 | 0.8254 | 0.5959 | 0.8254 | 0.9085 |
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- | No log | 6.1538 | 240 | 0.8550 | 0.5057 | 0.8550 | 0.9247 |
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- | No log | 6.2051 | 242 | 0.8335 | 0.5528 | 0.8335 | 0.9129 |
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- | No log | 6.2564 | 244 | 0.8146 | 0.5248 | 0.8146 | 0.9025 |
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- | No log | 6.3077 | 246 | 0.8492 | 0.4593 | 0.8492 | 0.9215 |
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- | No log | 6.3590 | 248 | 0.8557 | 0.3922 | 0.8557 | 0.9251 |
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- | No log | 6.4103 | 250 | 0.8053 | 0.4608 | 0.8053 | 0.8974 |
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- | No log | 6.4615 | 252 | 0.7920 | 0.5199 | 0.7920 | 0.8900 |
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- | No log | 6.5128 | 254 | 0.9542 | 0.3687 | 0.9542 | 0.9768 |
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- | No log | 6.5641 | 256 | 0.9879 | 0.3928 | 0.9879 | 0.9939 |
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- | No log | 6.6154 | 258 | 0.8233 | 0.5209 | 0.8233 | 0.9074 |
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- | No log | 6.6667 | 260 | 0.7628 | 0.5234 | 0.7628 | 0.8734 |
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- | No log | 6.7179 | 262 | 0.7690 | 0.5688 | 0.7690 | 0.8770 |
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- | No log | 6.7692 | 264 | 0.7704 | 0.5939 | 0.7704 | 0.8777 |
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- | No log | 6.8205 | 266 | 0.8782 | 0.3833 | 0.8782 | 0.9371 |
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- | No log | 6.8718 | 268 | 1.0884 | 0.3614 | 1.0884 | 1.0433 |
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- | No log | 6.9231 | 270 | 0.9639 | 0.3743 | 0.9639 | 0.9818 |
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- | No log | 6.9744 | 272 | 0.7412 | 0.5771 | 0.7412 | 0.8609 |
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- | No log | 7.0256 | 274 | 0.7538 | 0.5459 | 0.7538 | 0.8682 |
189
- | No log | 7.0769 | 276 | 0.7848 | 0.5933 | 0.7848 | 0.8859 |
190
- | No log | 7.1282 | 278 | 0.7671 | 0.5975 | 0.7671 | 0.8759 |
191
- | No log | 7.1795 | 280 | 0.7870 | 0.5577 | 0.7870 | 0.8871 |
192
- | No log | 7.2308 | 282 | 0.8266 | 0.4888 | 0.8266 | 0.9092 |
193
- | No log | 7.2821 | 284 | 0.8414 | 0.4729 | 0.8414 | 0.9173 |
194
- | No log | 7.3333 | 286 | 0.8470 | 0.4060 | 0.8470 | 0.9203 |
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- | No log | 7.3846 | 288 | 0.8907 | 0.3687 | 0.8907 | 0.9438 |
196
- | No log | 7.4359 | 290 | 0.8694 | 0.3804 | 0.8694 | 0.9324 |
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- | No log | 7.4872 | 292 | 0.8005 | 0.3941 | 0.8005 | 0.8947 |
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- | No log | 7.5385 | 294 | 0.7981 | 0.4537 | 0.7981 | 0.8934 |
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- | No log | 7.5897 | 296 | 0.7951 | 0.4537 | 0.7951 | 0.8917 |
200
- | No log | 7.6410 | 298 | 0.8159 | 0.4227 | 0.8159 | 0.9032 |
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- | No log | 7.6923 | 300 | 0.8849 | 0.4921 | 0.8849 | 0.9407 |
202
- | No log | 7.7436 | 302 | 0.9372 | 0.4790 | 0.9372 | 0.9681 |
203
- | No log | 7.7949 | 304 | 0.9430 | 0.4886 | 0.9430 | 0.9711 |
204
- | No log | 7.8462 | 306 | 0.9114 | 0.5 | 0.9114 | 0.9547 |
205
- | No log | 7.8974 | 308 | 0.8126 | 0.5175 | 0.8126 | 0.9015 |
206
- | No log | 7.9487 | 310 | 0.7986 | 0.5221 | 0.7986 | 0.8936 |
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- | No log | 8.0 | 312 | 0.7876 | 0.5236 | 0.7876 | 0.8875 |
208
- | No log | 8.0513 | 314 | 0.7740 | 0.5261 | 0.7740 | 0.8798 |
209
- | No log | 8.1026 | 316 | 0.7636 | 0.4494 | 0.7636 | 0.8738 |
210
- | No log | 8.1538 | 318 | 0.7944 | 0.4227 | 0.7944 | 0.8913 |
211
- | No log | 8.2051 | 320 | 0.8610 | 0.4057 | 0.8610 | 0.9279 |
212
- | No log | 8.2564 | 322 | 0.8193 | 0.4093 | 0.8193 | 0.9051 |
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- | No log | 8.3077 | 324 | 0.7744 | 0.4371 | 0.7744 | 0.8800 |
214
- | No log | 8.3590 | 326 | 0.7967 | 0.5054 | 0.7967 | 0.8926 |
215
- | No log | 8.4103 | 328 | 0.7986 | 0.5046 | 0.7986 | 0.8937 |
216
- | No log | 8.4615 | 330 | 0.8285 | 0.4847 | 0.8285 | 0.9102 |
217
- | No log | 8.5128 | 332 | 0.9943 | 0.4432 | 0.9943 | 0.9971 |
218
- | No log | 8.5641 | 334 | 1.0165 | 0.4619 | 1.0165 | 1.0082 |
219
- | No log | 8.6154 | 336 | 0.9047 | 0.5024 | 0.9047 | 0.9512 |
220
- | No log | 8.6667 | 338 | 0.8396 | 0.4974 | 0.8396 | 0.9163 |
221
- | No log | 8.7179 | 340 | 0.8150 | 0.5402 | 0.8150 | 0.9028 |
222
- | No log | 8.7692 | 342 | 0.8078 | 0.5156 | 0.8078 | 0.8988 |
223
- | No log | 8.8205 | 344 | 0.8161 | 0.3821 | 0.8161 | 0.9034 |
224
- | No log | 8.8718 | 346 | 0.8019 | 0.4353 | 0.8019 | 0.8955 |
225
- | No log | 8.9231 | 348 | 0.7953 | 0.4511 | 0.7953 | 0.8918 |
226
- | No log | 8.9744 | 350 | 0.8008 | 0.5176 | 0.8008 | 0.8949 |
227
- | No log | 9.0256 | 352 | 0.8107 | 0.5057 | 0.8107 | 0.9004 |
228
- | No log | 9.0769 | 354 | 0.8198 | 0.5287 | 0.8198 | 0.9054 |
229
- | No log | 9.1282 | 356 | 0.8063 | 0.5474 | 0.8063 | 0.8980 |
230
- | No log | 9.1795 | 358 | 0.8078 | 0.5522 | 0.8078 | 0.8988 |
231
- | No log | 9.2308 | 360 | 0.8145 | 0.5510 | 0.8145 | 0.9025 |
232
- | No log | 9.2821 | 362 | 0.7771 | 0.4988 | 0.7771 | 0.8815 |
233
- | No log | 9.3333 | 364 | 0.8091 | 0.5074 | 0.8091 | 0.8995 |
234
- | No log | 9.3846 | 366 | 0.8520 | 0.4838 | 0.8520 | 0.9230 |
235
- | No log | 9.4359 | 368 | 0.8129 | 0.4573 | 0.8129 | 0.9016 |
236
- | No log | 9.4872 | 370 | 0.7785 | 0.4643 | 0.7785 | 0.8823 |
237
- | No log | 9.5385 | 372 | 0.7926 | 0.4097 | 0.7926 | 0.8903 |
238
- | No log | 9.5897 | 374 | 0.8102 | 0.4237 | 0.8102 | 0.9001 |
239
- | No log | 9.6410 | 376 | 0.7852 | 0.4995 | 0.7852 | 0.8861 |
240
- | No log | 9.6923 | 378 | 0.7624 | 0.4822 | 0.7624 | 0.8731 |
241
- | No log | 9.7436 | 380 | 0.7639 | 0.5913 | 0.7639 | 0.8740 |
242
- | No log | 9.7949 | 382 | 0.7725 | 0.5287 | 0.7725 | 0.8789 |
243
- | No log | 9.8462 | 384 | 0.7689 | 0.5898 | 0.7689 | 0.8769 |
244
- | No log | 9.8974 | 386 | 0.7867 | 0.5059 | 0.7867 | 0.8870 |
245
- | No log | 9.9487 | 388 | 0.8272 | 0.4938 | 0.8272 | 0.9095 |
246
- | No log | 10.0 | 390 | 0.7951 | 0.4726 | 0.7951 | 0.8917 |
247
- | No log | 10.0513 | 392 | 0.7405 | 0.4746 | 0.7405 | 0.8605 |
248
- | No log | 10.1026 | 394 | 0.7168 | 0.4659 | 0.7168 | 0.8467 |
249
- | No log | 10.1538 | 396 | 0.7037 | 0.5188 | 0.7037 | 0.8388 |
250
- | No log | 10.2051 | 398 | 0.6965 | 0.5542 | 0.6965 | 0.8346 |
251
- | No log | 10.2564 | 400 | 0.7082 | 0.5399 | 0.7082 | 0.8415 |
252
- | No log | 10.3077 | 402 | 0.7448 | 0.5528 | 0.7448 | 0.8630 |
253
- | No log | 10.3590 | 404 | 0.7564 | 0.5186 | 0.7564 | 0.8697 |
254
- | No log | 10.4103 | 406 | 0.7207 | 0.5121 | 0.7207 | 0.8489 |
255
- | No log | 10.4615 | 408 | 0.6984 | 0.5025 | 0.6984 | 0.8357 |
256
- | No log | 10.5128 | 410 | 0.6947 | 0.5048 | 0.6947 | 0.8335 |
257
- | No log | 10.5641 | 412 | 0.7078 | 0.4929 | 0.7078 | 0.8413 |
258
- | No log | 10.6154 | 414 | 0.7063 | 0.5288 | 0.7063 | 0.8404 |
259
- | No log | 10.6667 | 416 | 0.7237 | 0.4888 | 0.7237 | 0.8507 |
260
- | No log | 10.7179 | 418 | 0.7489 | 0.5516 | 0.7489 | 0.8654 |
261
- | No log | 10.7692 | 420 | 0.7630 | 0.4948 | 0.7630 | 0.8735 |
262
- | No log | 10.8205 | 422 | 0.7359 | 0.4473 | 0.7359 | 0.8578 |
263
- | No log | 10.8718 | 424 | 0.7579 | 0.4593 | 0.7579 | 0.8706 |
264
- | No log | 10.9231 | 426 | 0.7524 | 0.4593 | 0.7524 | 0.8674 |
265
- | No log | 10.9744 | 428 | 0.7385 | 0.4503 | 0.7385 | 0.8594 |
266
- | No log | 11.0256 | 430 | 0.7351 | 0.4626 | 0.7351 | 0.8574 |
267
- | No log | 11.0769 | 432 | 0.7450 | 0.4626 | 0.7450 | 0.8631 |
268
- | No log | 11.1282 | 434 | 0.7871 | 0.4940 | 0.7871 | 0.8872 |
269
- | No log | 11.1795 | 436 | 0.7786 | 0.4227 | 0.7786 | 0.8824 |
270
- | No log | 11.2308 | 438 | 0.7613 | 0.4511 | 0.7613 | 0.8725 |
271
- | No log | 11.2821 | 440 | 0.7550 | 0.5025 | 0.7550 | 0.8689 |
272
- | No log | 11.3333 | 442 | 0.7528 | 0.5882 | 0.7528 | 0.8676 |
273
- | No log | 11.3846 | 444 | 0.7459 | 0.5669 | 0.7459 | 0.8637 |
274
- | No log | 11.4359 | 446 | 0.7515 | 0.4353 | 0.7515 | 0.8669 |
275
- | No log | 11.4872 | 448 | 0.7608 | 0.4227 | 0.7608 | 0.8723 |
276
- | No log | 11.5385 | 450 | 0.7763 | 0.4832 | 0.7763 | 0.8811 |
277
- | No log | 11.5897 | 452 | 0.7410 | 0.5199 | 0.7410 | 0.8608 |
278
- | No log | 11.6410 | 454 | 0.7189 | 0.6249 | 0.7189 | 0.8479 |
279
- | No log | 11.6923 | 456 | 0.7306 | 0.5704 | 0.7306 | 0.8548 |
280
- | No log | 11.7436 | 458 | 0.7258 | 0.5898 | 0.7258 | 0.8519 |
281
- | No log | 11.7949 | 460 | 0.7897 | 0.5140 | 0.7897 | 0.8886 |
282
- | No log | 11.8462 | 462 | 0.8447 | 0.4356 | 0.8447 | 0.9191 |
283
- | No log | 11.8974 | 464 | 0.8010 | 0.4075 | 0.8010 | 0.8950 |
284
- | No log | 11.9487 | 466 | 0.7473 | 0.5160 | 0.7473 | 0.8645 |
285
- | No log | 12.0 | 468 | 0.7580 | 0.5204 | 0.7580 | 0.8706 |
286
- | No log | 12.0513 | 470 | 0.7460 | 0.5647 | 0.7460 | 0.8637 |
287
- | No log | 12.1026 | 472 | 0.7456 | 0.4883 | 0.7456 | 0.8635 |
288
- | No log | 12.1538 | 474 | 0.8295 | 0.5439 | 0.8295 | 0.9108 |
289
- | No log | 12.2051 | 476 | 0.8892 | 0.5521 | 0.8892 | 0.9429 |
290
- | No log | 12.2564 | 478 | 0.8346 | 0.5330 | 0.8346 | 0.9136 |
291
- | No log | 12.3077 | 480 | 0.7688 | 0.4843 | 0.7688 | 0.8768 |
292
- | No log | 12.3590 | 482 | 0.7666 | 0.4593 | 0.7666 | 0.8755 |
293
- | No log | 12.4103 | 484 | 0.7676 | 0.4610 | 0.7676 | 0.8761 |
294
- | No log | 12.4615 | 486 | 0.7745 | 0.4746 | 0.7745 | 0.8801 |
295
- | No log | 12.5128 | 488 | 0.7725 | 0.4903 | 0.7725 | 0.8789 |
296
- | No log | 12.5641 | 490 | 0.7819 | 0.5434 | 0.7819 | 0.8842 |
297
- | No log | 12.6154 | 492 | 0.7827 | 0.5534 | 0.7827 | 0.8847 |
298
- | No log | 12.6667 | 494 | 0.7884 | 0.5751 | 0.7884 | 0.8879 |
299
- | No log | 12.7179 | 496 | 0.7853 | 0.4612 | 0.7853 | 0.8862 |
300
- | No log | 12.7692 | 498 | 0.7621 | 0.5288 | 0.7621 | 0.8730 |
301
- | 0.315 | 12.8205 | 500 | 0.7646 | 0.5194 | 0.7646 | 0.8744 |
302
- | 0.315 | 12.8718 | 502 | 0.7768 | 0.4985 | 0.7768 | 0.8814 |
303
- | 0.315 | 12.9231 | 504 | 0.7741 | 0.4985 | 0.7741 | 0.8798 |
304
- | 0.315 | 12.9744 | 506 | 0.7384 | 0.5641 | 0.7384 | 0.8593 |
305
- | 0.315 | 13.0256 | 508 | 0.7484 | 0.5084 | 0.7484 | 0.8651 |
306
- | 0.315 | 13.0769 | 510 | 0.8277 | 0.5150 | 0.8277 | 0.9098 |
307
- | 0.315 | 13.1282 | 512 | 0.8692 | 0.5020 | 0.8692 | 0.9323 |
308
- | 0.315 | 13.1795 | 514 | 0.8024 | 0.4711 | 0.8024 | 0.8958 |
309
- | 0.315 | 13.2308 | 516 | 0.7223 | 0.4730 | 0.7223 | 0.8499 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
310
 
311
 
312
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k16_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_FineTuningAraBERT_run3_AugV5_k16_task5_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.8320
19
+ - Qwk: 0.4588
20
+ - Mse: 0.8320
21
+ - Rmse: 0.9122
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0488 | 2 | 4.1074 | 0.0069 | 4.1074 | 2.0267 |
53
+ | No log | 0.0976 | 4 | 2.0961 | 0.1002 | 2.0961 | 1.4478 |
54
+ | No log | 0.1463 | 6 | 1.4143 | 0.0143 | 1.4143 | 1.1892 |
55
+ | No log | 0.1951 | 8 | 1.0876 | 0.2221 | 1.0876 | 1.0429 |
56
+ | No log | 0.2439 | 10 | 1.0962 | 0.1725 | 1.0962 | 1.0470 |
57
+ | No log | 0.2927 | 12 | 1.4127 | -0.0278 | 1.4127 | 1.1886 |
58
+ | No log | 0.3415 | 14 | 1.7442 | -0.0398 | 1.7442 | 1.3207 |
59
+ | No log | 0.3902 | 16 | 1.5107 | -0.0560 | 1.5107 | 1.2291 |
60
+ | No log | 0.4390 | 18 | 1.1483 | 0.1119 | 1.1483 | 1.0716 |
61
+ | No log | 0.4878 | 20 | 1.0804 | 0.2140 | 1.0804 | 1.0394 |
62
+ | No log | 0.5366 | 22 | 1.2017 | 0.1658 | 1.2017 | 1.0962 |
63
+ | No log | 0.5854 | 24 | 1.5324 | 0.0 | 1.5324 | 1.2379 |
64
+ | No log | 0.6341 | 26 | 1.5029 | 0.0 | 1.5029 | 1.2259 |
65
+ | No log | 0.6829 | 28 | 1.2931 | 0.0380 | 1.2931 | 1.1371 |
66
+ | No log | 0.7317 | 30 | 1.1481 | 0.1148 | 1.1481 | 1.0715 |
67
+ | No log | 0.7805 | 32 | 1.0776 | 0.1989 | 1.0776 | 1.0381 |
68
+ | No log | 0.8293 | 34 | 1.0707 | 0.1891 | 1.0707 | 1.0347 |
69
+ | No log | 0.8780 | 36 | 1.0672 | 0.1131 | 1.0672 | 1.0331 |
70
+ | No log | 0.9268 | 38 | 1.0589 | 0.1755 | 1.0589 | 1.0290 |
71
+ | No log | 0.9756 | 40 | 1.0625 | 0.1713 | 1.0625 | 1.0308 |
72
+ | No log | 1.0244 | 42 | 1.1155 | 0.1509 | 1.1155 | 1.0562 |
73
+ | No log | 1.0732 | 44 | 1.1576 | 0.2004 | 1.1576 | 1.0759 |
74
+ | No log | 1.1220 | 46 | 1.0574 | 0.2367 | 1.0574 | 1.0283 |
75
+ | No log | 1.1707 | 48 | 0.9751 | 0.2390 | 0.9751 | 0.9875 |
76
+ | No log | 1.2195 | 50 | 1.1348 | 0.2632 | 1.1348 | 1.0653 |
77
+ | No log | 1.2683 | 52 | 1.1737 | 0.0888 | 1.1737 | 1.0834 |
78
+ | No log | 1.3171 | 54 | 1.1011 | 0.1233 | 1.1011 | 1.0493 |
79
+ | No log | 1.3659 | 56 | 1.0346 | 0.1962 | 1.0346 | 1.0171 |
80
+ | No log | 1.4146 | 58 | 1.0134 | 0.4186 | 1.0134 | 1.0067 |
81
+ | No log | 1.4634 | 60 | 1.0019 | 0.3272 | 1.0019 | 1.0009 |
82
+ | No log | 1.5122 | 62 | 0.9739 | 0.2716 | 0.9739 | 0.9869 |
83
+ | No log | 1.5610 | 64 | 0.9885 | 0.1989 | 0.9885 | 0.9942 |
84
+ | No log | 1.6098 | 66 | 1.0444 | 0.1699 | 1.0444 | 1.0220 |
85
+ | No log | 1.6585 | 68 | 1.0804 | 0.1826 | 1.0804 | 1.0394 |
86
+ | No log | 1.7073 | 70 | 1.0548 | 0.3278 | 1.0548 | 1.0270 |
87
+ | No log | 1.7561 | 72 | 0.9483 | 0.2932 | 0.9483 | 0.9738 |
88
+ | No log | 1.8049 | 74 | 0.9363 | 0.3896 | 0.9363 | 0.9676 |
89
+ | No log | 1.8537 | 76 | 1.0326 | 0.3119 | 1.0326 | 1.0162 |
90
+ | No log | 1.9024 | 78 | 1.2722 | 0.2149 | 1.2722 | 1.1279 |
91
+ | No log | 1.9512 | 80 | 1.3866 | 0.1790 | 1.3866 | 1.1775 |
92
+ | No log | 2.0 | 82 | 1.1932 | 0.3310 | 1.1932 | 1.0923 |
93
+ | No log | 2.0488 | 84 | 0.9046 | 0.3973 | 0.9046 | 0.9511 |
94
+ | No log | 2.0976 | 86 | 0.8300 | 0.3642 | 0.8300 | 0.9111 |
95
+ | No log | 2.1463 | 88 | 0.8375 | 0.4628 | 0.8375 | 0.9152 |
96
+ | No log | 2.1951 | 90 | 1.0469 | 0.4222 | 1.0469 | 1.0232 |
97
+ | No log | 2.2439 | 92 | 1.4173 | 0.2424 | 1.4173 | 1.1905 |
98
+ | No log | 2.2927 | 94 | 1.3344 | 0.2381 | 1.3344 | 1.1552 |
99
+ | No log | 2.3415 | 96 | 0.9724 | 0.4563 | 0.9724 | 0.9861 |
100
+ | No log | 2.3902 | 98 | 0.8816 | 0.3957 | 0.8816 | 0.9389 |
101
+ | No log | 2.4390 | 100 | 0.9373 | 0.4681 | 0.9373 | 0.9682 |
102
+ | No log | 2.4878 | 102 | 1.0961 | 0.3283 | 1.0961 | 1.0469 |
103
+ | No log | 2.5366 | 104 | 1.2547 | 0.2970 | 1.2547 | 1.1201 |
104
+ | No log | 2.5854 | 106 | 1.1644 | 0.3478 | 1.1644 | 1.0791 |
105
+ | No log | 2.6341 | 108 | 0.9188 | 0.4291 | 0.9188 | 0.9585 |
106
+ | No log | 2.6829 | 110 | 0.8502 | 0.2742 | 0.8502 | 0.9220 |
107
+ | No log | 2.7317 | 112 | 0.8317 | 0.3052 | 0.8317 | 0.9120 |
108
+ | No log | 2.7805 | 114 | 0.8840 | 0.4115 | 0.8840 | 0.9402 |
109
+ | No log | 2.8293 | 116 | 1.2435 | 0.2863 | 1.2435 | 1.1151 |
110
+ | No log | 2.8780 | 118 | 1.5096 | 0.2396 | 1.5096 | 1.2287 |
111
+ | No log | 2.9268 | 120 | 1.3055 | 0.2898 | 1.3055 | 1.1426 |
112
+ | No log | 2.9756 | 122 | 0.9309 | 0.4455 | 0.9309 | 0.9648 |
113
+ | No log | 3.0244 | 124 | 0.7905 | 0.4547 | 0.7905 | 0.8891 |
114
+ | No log | 3.0732 | 126 | 0.8068 | 0.5425 | 0.8068 | 0.8982 |
115
+ | No log | 3.1220 | 128 | 0.7926 | 0.4676 | 0.7926 | 0.8903 |
116
+ | No log | 3.1707 | 130 | 0.8776 | 0.4943 | 0.8776 | 0.9368 |
117
+ | No log | 3.2195 | 132 | 1.0752 | 0.3724 | 1.0752 | 1.0369 |
118
+ | No log | 3.2683 | 134 | 1.1721 | 0.2934 | 1.1721 | 1.0827 |
119
+ | No log | 3.3171 | 136 | 1.0456 | 0.4186 | 1.0456 | 1.0225 |
120
+ | No log | 3.3659 | 138 | 0.9205 | 0.4423 | 0.9205 | 0.9594 |
121
+ | No log | 3.4146 | 140 | 0.8029 | 0.4759 | 0.8029 | 0.8961 |
122
+ | No log | 3.4634 | 142 | 0.8065 | 0.4759 | 0.8065 | 0.8980 |
123
+ | No log | 3.5122 | 144 | 0.9074 | 0.4575 | 0.9074 | 0.9526 |
124
+ | No log | 3.5610 | 146 | 1.1226 | 0.3385 | 1.1226 | 1.0595 |
125
+ | No log | 3.6098 | 148 | 1.0858 | 0.3984 | 1.0858 | 1.0420 |
126
+ | No log | 3.6585 | 150 | 0.9129 | 0.4807 | 0.9129 | 0.9554 |
127
+ | No log | 3.7073 | 152 | 0.8006 | 0.4898 | 0.8006 | 0.8948 |
128
+ | No log | 3.7561 | 154 | 0.7976 | 0.4557 | 0.7976 | 0.8931 |
129
+ | No log | 3.8049 | 156 | 0.7982 | 0.4557 | 0.7982 | 0.8934 |
130
+ | No log | 3.8537 | 158 | 0.8152 | 0.4660 | 0.8152 | 0.9029 |
131
+ | No log | 3.9024 | 160 | 0.8553 | 0.4511 | 0.8553 | 0.9248 |
132
+ | No log | 3.9512 | 162 | 0.9507 | 0.4478 | 0.9507 | 0.9751 |
133
+ | No log | 4.0 | 164 | 1.1275 | 0.3461 | 1.1275 | 1.0618 |
134
+ | No log | 4.0488 | 166 | 1.1434 | 0.3569 | 1.1434 | 1.0693 |
135
+ | No log | 4.0976 | 168 | 1.0797 | 0.4255 | 1.0797 | 1.0391 |
136
+ | No log | 4.1463 | 170 | 1.0035 | 0.3775 | 1.0035 | 1.0017 |
137
+ | No log | 4.1951 | 172 | 1.0439 | 0.3846 | 1.0439 | 1.0217 |
138
+ | No log | 4.2439 | 174 | 1.0140 | 0.4151 | 1.0140 | 1.0070 |
139
+ | No log | 4.2927 | 176 | 0.9079 | 0.3902 | 0.9079 | 0.9529 |
140
+ | No log | 4.3415 | 178 | 0.7848 | 0.5113 | 0.7848 | 0.8859 |
141
+ | No log | 4.3902 | 180 | 0.7547 | 0.5156 | 0.7547 | 0.8688 |
142
+ | No log | 4.4390 | 182 | 0.7604 | 0.5002 | 0.7604 | 0.8720 |
143
+ | No log | 4.4878 | 184 | 0.8240 | 0.4815 | 0.8240 | 0.9078 |
144
+ | No log | 4.5366 | 186 | 0.8956 | 0.4581 | 0.8956 | 0.9464 |
145
+ | No log | 4.5854 | 188 | 0.8808 | 0.4807 | 0.8808 | 0.9385 |
146
+ | No log | 4.6341 | 190 | 0.8229 | 0.5366 | 0.8229 | 0.9072 |
147
+ | No log | 4.6829 | 192 | 0.7402 | 0.5135 | 0.7402 | 0.8603 |
148
+ | No log | 4.7317 | 194 | 0.7451 | 0.5069 | 0.7451 | 0.8632 |
149
+ | No log | 4.7805 | 196 | 0.8098 | 0.3577 | 0.8098 | 0.8999 |
150
+ | No log | 4.8293 | 198 | 0.7749 | 0.3537 | 0.7749 | 0.8803 |
151
+ | No log | 4.8780 | 200 | 0.7763 | 0.4743 | 0.7763 | 0.8811 |
152
+ | No log | 4.9268 | 202 | 0.8978 | 0.4921 | 0.8978 | 0.9475 |
153
+ | No log | 4.9756 | 204 | 0.9654 | 0.4156 | 0.9654 | 0.9826 |
154
+ | No log | 5.0244 | 206 | 1.0783 | 0.4162 | 1.0783 | 1.0384 |
155
+ | No log | 5.0732 | 208 | 1.1061 | 0.4152 | 1.1061 | 1.0517 |
156
+ | No log | 5.1220 | 210 | 0.9505 | 0.3959 | 0.9505 | 0.9750 |
157
+ | No log | 5.1707 | 212 | 0.9136 | 0.3897 | 0.9136 | 0.9558 |
158
+ | No log | 5.2195 | 214 | 0.9379 | 0.3862 | 0.9379 | 0.9684 |
159
+ | No log | 5.2683 | 216 | 1.0932 | 0.3928 | 1.0932 | 1.0456 |
160
+ | No log | 5.3171 | 218 | 1.1950 | 0.3493 | 1.1950 | 1.0932 |
161
+ | No log | 5.3659 | 220 | 1.1252 | 0.3810 | 1.1252 | 1.0608 |
162
+ | No log | 5.4146 | 222 | 0.9461 | 0.3207 | 0.9461 | 0.9727 |
163
+ | No log | 5.4634 | 224 | 0.8480 | 0.3940 | 0.8480 | 0.9209 |
164
+ | No log | 5.5122 | 226 | 0.8148 | 0.4973 | 0.8148 | 0.9027 |
165
+ | No log | 5.5610 | 228 | 0.8481 | 0.4584 | 0.8481 | 0.9209 |
166
+ | No log | 5.6098 | 230 | 0.9377 | 0.4794 | 0.9377 | 0.9683 |
167
+ | No log | 5.6585 | 232 | 1.0294 | 0.4668 | 1.0294 | 1.0146 |
168
+ | No log | 5.7073 | 234 | 0.9608 | 0.4779 | 0.9608 | 0.9802 |
169
+ | No log | 5.7561 | 236 | 0.8798 | 0.5131 | 0.8798 | 0.9380 |
170
+ | No log | 5.8049 | 238 | 0.8222 | 0.5504 | 0.8222 | 0.9068 |
171
+ | No log | 5.8537 | 240 | 0.8125 | 0.5153 | 0.8125 | 0.9014 |
172
+ | No log | 5.9024 | 242 | 0.8858 | 0.5318 | 0.8858 | 0.9411 |
173
+ | No log | 5.9512 | 244 | 0.8134 | 0.5439 | 0.8134 | 0.9019 |
174
+ | No log | 6.0 | 246 | 0.8122 | 0.5549 | 0.8122 | 0.9012 |
175
+ | No log | 6.0488 | 248 | 0.7692 | 0.5383 | 0.7692 | 0.8770 |
176
+ | No log | 6.0976 | 250 | 0.6925 | 0.4888 | 0.6925 | 0.8322 |
177
+ | No log | 6.1463 | 252 | 0.6869 | 0.5368 | 0.6869 | 0.8288 |
178
+ | No log | 6.1951 | 254 | 0.7349 | 0.5885 | 0.7349 | 0.8572 |
179
+ | No log | 6.2439 | 256 | 0.7941 | 0.5532 | 0.7941 | 0.8911 |
180
+ | No log | 6.2927 | 258 | 0.8106 | 0.5746 | 0.8106 | 0.9003 |
181
+ | No log | 6.3415 | 260 | 0.7730 | 0.5268 | 0.7730 | 0.8792 |
182
+ | No log | 6.3902 | 262 | 0.8381 | 0.5255 | 0.8381 | 0.9155 |
183
+ | No log | 6.4390 | 264 | 0.9780 | 0.4497 | 0.9780 | 0.9889 |
184
+ | No log | 6.4878 | 266 | 1.0834 | 0.4191 | 1.0834 | 1.0409 |
185
+ | No log | 6.5366 | 268 | 1.0134 | 0.4172 | 1.0134 | 1.0067 |
186
+ | No log | 6.5854 | 270 | 0.8570 | 0.4584 | 0.8570 | 0.9257 |
187
+ | No log | 6.6341 | 272 | 0.7833 | 0.5135 | 0.7833 | 0.8851 |
188
+ | No log | 6.6829 | 274 | 0.7742 | 0.4802 | 0.7742 | 0.8799 |
189
+ | No log | 6.7317 | 276 | 0.7744 | 0.4544 | 0.7744 | 0.8800 |
190
+ | No log | 6.7805 | 278 | 0.8006 | 0.4612 | 0.8006 | 0.8947 |
191
+ | No log | 6.8293 | 280 | 0.8221 | 0.4344 | 0.8221 | 0.9067 |
192
+ | No log | 6.8780 | 282 | 0.8614 | 0.4581 | 0.8614 | 0.9281 |
193
+ | No log | 6.9268 | 284 | 0.8228 | 0.4726 | 0.8228 | 0.9071 |
194
+ | No log | 6.9756 | 286 | 0.7596 | 0.4417 | 0.7596 | 0.8716 |
195
+ | No log | 7.0244 | 288 | 0.7593 | 0.5046 | 0.7593 | 0.8714 |
196
+ | No log | 7.0732 | 290 | 0.7547 | 0.4645 | 0.7547 | 0.8687 |
197
+ | No log | 7.1220 | 292 | 0.7659 | 0.5107 | 0.7659 | 0.8752 |
198
+ | No log | 7.1707 | 294 | 0.7377 | 0.4903 | 0.7377 | 0.8589 |
199
+ | No log | 7.2195 | 296 | 0.7373 | 0.5542 | 0.7373 | 0.8587 |
200
+ | No log | 7.2683 | 298 | 0.7261 | 0.5274 | 0.7261 | 0.8521 |
201
+ | No log | 7.3171 | 300 | 0.7265 | 0.5017 | 0.7265 | 0.8523 |
202
+ | No log | 7.3659 | 302 | 0.7323 | 0.5017 | 0.7323 | 0.8557 |
203
+ | No log | 7.4146 | 304 | 0.7492 | 0.4759 | 0.7492 | 0.8655 |
204
+ | No log | 7.4634 | 306 | 0.7775 | 0.4854 | 0.7775 | 0.8818 |
205
+ | No log | 7.5122 | 308 | 0.7693 | 0.5107 | 0.7693 | 0.8771 |
206
+ | No log | 7.5610 | 310 | 0.7486 | 0.4995 | 0.7486 | 0.8652 |
207
+ | No log | 7.6098 | 312 | 0.7429 | 0.5455 | 0.7429 | 0.8619 |
208
+ | No log | 7.6585 | 314 | 0.7634 | 0.5054 | 0.7634 | 0.8737 |
209
+ | No log | 7.7073 | 316 | 0.7344 | 0.5208 | 0.7344 | 0.8570 |
210
+ | No log | 7.7561 | 318 | 0.7429 | 0.5450 | 0.7429 | 0.8619 |
211
+ | No log | 7.8049 | 320 | 0.7887 | 0.5477 | 0.7887 | 0.8881 |
212
+ | No log | 7.8537 | 322 | 0.8567 | 0.5356 | 0.8567 | 0.9256 |
213
+ | No log | 7.9024 | 324 | 0.8855 | 0.4796 | 0.8855 | 0.9410 |
214
+ | No log | 7.9512 | 326 | 0.8976 | 0.4681 | 0.8976 | 0.9474 |
215
+ | No log | 8.0 | 328 | 0.8207 | 0.5074 | 0.8207 | 0.9059 |
216
+ | No log | 8.0488 | 330 | 0.7772 | 0.4745 | 0.7772 | 0.8816 |
217
+ | No log | 8.0976 | 332 | 0.7872 | 0.4862 | 0.7872 | 0.8872 |
218
+ | No log | 8.1463 | 334 | 0.8773 | 0.4570 | 0.8773 | 0.9366 |
219
+ | No log | 8.1951 | 336 | 0.9524 | 0.5124 | 0.9524 | 0.9759 |
220
+ | No log | 8.2439 | 338 | 0.8974 | 0.5266 | 0.8974 | 0.9473 |
221
+ | No log | 8.2927 | 340 | 0.8448 | 0.5183 | 0.8448 | 0.9191 |
222
+ | No log | 8.3415 | 342 | 0.8091 | 0.4261 | 0.8091 | 0.8995 |
223
+ | No log | 8.3902 | 344 | 0.8146 | 0.4745 | 0.8146 | 0.9025 |
224
+ | No log | 8.4390 | 346 | 0.8209 | 0.4593 | 0.8209 | 0.9061 |
225
+ | No log | 8.4878 | 348 | 0.8403 | 0.4060 | 0.8403 | 0.9167 |
226
+ | No log | 8.5366 | 350 | 0.8162 | 0.4593 | 0.8162 | 0.9034 |
227
+ | No log | 8.5854 | 352 | 0.8240 | 0.4198 | 0.8240 | 0.9077 |
228
+ | No log | 8.6341 | 354 | 0.8454 | 0.4581 | 0.8454 | 0.9195 |
229
+ | No log | 8.6829 | 356 | 0.8465 | 0.4476 | 0.8465 | 0.9201 |
230
+ | No log | 8.7317 | 358 | 0.8890 | 0.4818 | 0.8890 | 0.9429 |
231
+ | No log | 8.7805 | 360 | 0.8707 | 0.4818 | 0.8707 | 0.9331 |
232
+ | No log | 8.8293 | 362 | 0.7884 | 0.4981 | 0.7884 | 0.8879 |
233
+ | No log | 8.8780 | 364 | 0.7596 | 0.5057 | 0.7596 | 0.8715 |
234
+ | No log | 8.9268 | 366 | 0.7622 | 0.4198 | 0.7622 | 0.8730 |
235
+ | No log | 8.9756 | 368 | 0.7612 | 0.4893 | 0.7612 | 0.8725 |
236
+ | No log | 9.0244 | 370 | 0.7954 | 0.4712 | 0.7954 | 0.8918 |
237
+ | No log | 9.0732 | 372 | 0.7948 | 0.4584 | 0.7948 | 0.8915 |
238
+ | No log | 9.1220 | 374 | 0.7564 | 0.5425 | 0.7564 | 0.8697 |
239
+ | No log | 9.1707 | 376 | 0.7316 | 0.5763 | 0.7316 | 0.8554 |
240
+ | No log | 9.2195 | 378 | 0.7229 | 0.5763 | 0.7229 | 0.8502 |
241
+ | No log | 9.2683 | 380 | 0.7179 | 0.5657 | 0.7179 | 0.8473 |
242
+ | No log | 9.3171 | 382 | 0.7215 | 0.5009 | 0.7215 | 0.8494 |
243
+ | No log | 9.3659 | 384 | 0.7354 | 0.4804 | 0.7354 | 0.8576 |
244
+ | No log | 9.4146 | 386 | 0.7493 | 0.5060 | 0.7493 | 0.8656 |
245
+ | No log | 9.4634 | 388 | 0.7460 | 0.4544 | 0.7460 | 0.8637 |
246
+ | No log | 9.5122 | 390 | 0.7420 | 0.5220 | 0.7420 | 0.8614 |
247
+ | No log | 9.5610 | 392 | 0.7688 | 0.4584 | 0.7688 | 0.8768 |
248
+ | No log | 9.6098 | 394 | 0.8122 | 0.4455 | 0.8122 | 0.9012 |
249
+ | No log | 9.6585 | 396 | 0.8005 | 0.4711 | 0.8005 | 0.8947 |
250
+ | No log | 9.7073 | 398 | 0.7404 | 0.5480 | 0.7404 | 0.8605 |
251
+ | No log | 9.7561 | 400 | 0.7400 | 0.5498 | 0.7400 | 0.8603 |
252
+ | No log | 9.8049 | 402 | 0.7471 | 0.5135 | 0.7471 | 0.8643 |
253
+ | No log | 9.8537 | 404 | 0.7503 | 0.5135 | 0.7503 | 0.8662 |
254
+ | No log | 9.9024 | 406 | 0.7439 | 0.5135 | 0.7439 | 0.8625 |
255
+ | No log | 9.9512 | 408 | 0.7384 | 0.5174 | 0.7384 | 0.8593 |
256
+ | No log | 10.0 | 410 | 0.7321 | 0.5510 | 0.7321 | 0.8556 |
257
+ | No log | 10.0488 | 412 | 0.7586 | 0.5210 | 0.7586 | 0.8710 |
258
+ | No log | 10.0976 | 414 | 0.8422 | 0.4962 | 0.8422 | 0.9177 |
259
+ | No log | 10.1463 | 416 | 0.8485 | 0.4847 | 0.8485 | 0.9211 |
260
+ | No log | 10.1951 | 418 | 0.8115 | 0.5902 | 0.8115 | 0.9008 |
261
+ | No log | 10.2439 | 420 | 0.7984 | 0.5055 | 0.7984 | 0.8935 |
262
+ | No log | 10.2927 | 422 | 0.8049 | 0.4859 | 0.8049 | 0.8971 |
263
+ | No log | 10.3415 | 424 | 0.7874 | 0.5042 | 0.7874 | 0.8874 |
264
+ | No log | 10.3902 | 426 | 0.7987 | 0.5540 | 0.7987 | 0.8937 |
265
+ | No log | 10.4390 | 428 | 0.8420 | 0.5614 | 0.8420 | 0.9176 |
266
+ | No log | 10.4878 | 430 | 0.8187 | 0.5614 | 0.8187 | 0.9048 |
267
+ | No log | 10.5366 | 432 | 0.7856 | 0.5330 | 0.7856 | 0.8863 |
268
+ | No log | 10.5854 | 434 | 0.7817 | 0.5112 | 0.7817 | 0.8841 |
269
+ | No log | 10.6341 | 436 | 0.8139 | 0.5163 | 0.8139 | 0.9021 |
270
+ | No log | 10.6829 | 438 | 0.8015 | 0.5395 | 0.8015 | 0.8952 |
271
+ | No log | 10.7317 | 440 | 0.7728 | 0.5844 | 0.7728 | 0.8791 |
272
+ | No log | 10.7805 | 442 | 0.7687 | 0.5905 | 0.7687 | 0.8768 |
273
+ | No log | 10.8293 | 444 | 0.7563 | 0.6138 | 0.7563 | 0.8696 |
274
+ | No log | 10.8780 | 446 | 0.7479 | 0.5774 | 0.7479 | 0.8648 |
275
+ | No log | 10.9268 | 448 | 0.7624 | 0.4854 | 0.7624 | 0.8731 |
276
+ | No log | 10.9756 | 450 | 0.7959 | 0.4344 | 0.7959 | 0.8921 |
277
+ | No log | 11.0244 | 452 | 0.7912 | 0.4097 | 0.7912 | 0.8895 |
278
+ | No log | 11.0732 | 454 | 0.7817 | 0.4241 | 0.7817 | 0.8841 |
279
+ | No log | 11.1220 | 456 | 0.7800 | 0.4138 | 0.7800 | 0.8832 |
280
+ | No log | 11.1707 | 458 | 0.7695 | 0.4792 | 0.7695 | 0.8772 |
281
+ | No log | 11.2195 | 460 | 0.7658 | 0.5032 | 0.7658 | 0.8751 |
282
+ | No log | 11.2683 | 462 | 0.8118 | 0.4727 | 0.8118 | 0.9010 |
283
+ | No log | 11.3171 | 464 | 0.9386 | 0.4234 | 0.9386 | 0.9688 |
284
+ | No log | 11.3659 | 466 | 1.0295 | 0.3827 | 1.0295 | 1.0146 |
285
+ | No log | 11.4146 | 468 | 1.0864 | 0.3636 | 1.0864 | 1.0423 |
286
+ | No log | 11.4634 | 470 | 1.0691 | 0.3864 | 1.0691 | 1.0340 |
287
+ | No log | 11.5122 | 472 | 0.9340 | 0.4592 | 0.9340 | 0.9665 |
288
+ | No log | 11.5610 | 474 | 0.8114 | 0.4869 | 0.8114 | 0.9008 |
289
+ | No log | 11.6098 | 476 | 0.7990 | 0.4519 | 0.7990 | 0.8938 |
290
+ | No log | 11.6585 | 478 | 0.8235 | 0.5291 | 0.8235 | 0.9075 |
291
+ | No log | 11.7073 | 480 | 0.9703 | 0.4156 | 0.9703 | 0.9850 |
292
+ | No log | 11.7561 | 482 | 1.0918 | 0.3997 | 1.0918 | 1.0449 |
293
+ | No log | 11.8049 | 484 | 1.0200 | 0.4264 | 1.0200 | 1.0099 |
294
+ | No log | 11.8537 | 486 | 0.8633 | 0.4810 | 0.8633 | 0.9291 |
295
+ | No log | 11.9024 | 488 | 0.7631 | 0.4768 | 0.7631 | 0.8735 |
296
+ | No log | 11.9512 | 490 | 0.7530 | 0.5288 | 0.7530 | 0.8678 |
297
+ | No log | 12.0 | 492 | 0.7539 | 0.5236 | 0.7539 | 0.8683 |
298
+ | No log | 12.0488 | 494 | 0.8246 | 0.5380 | 0.8246 | 0.9081 |
299
+ | No log | 12.0976 | 496 | 0.9944 | 0.4381 | 0.9944 | 0.9972 |
300
+ | No log | 12.1463 | 498 | 1.0322 | 0.4589 | 1.0322 | 1.0160 |
301
+ | 0.3085 | 12.1951 | 500 | 0.9313 | 0.3913 | 0.9313 | 0.9650 |
302
+ | 0.3085 | 12.2439 | 502 | 0.8384 | 0.4471 | 0.8384 | 0.9157 |
303
+ | 0.3085 | 12.2927 | 504 | 0.8052 | 0.4478 | 0.8052 | 0.8973 |
304
+ | 0.3085 | 12.3415 | 506 | 0.8169 | 0.4093 | 0.8169 | 0.9038 |
305
+ | 0.3085 | 12.3902 | 508 | 0.8439 | 0.4471 | 0.8439 | 0.9187 |
306
+ | 0.3085 | 12.4390 | 510 | 0.8618 | 0.4940 | 0.8618 | 0.9284 |
307
+ | 0.3085 | 12.4878 | 512 | 0.8479 | 0.4938 | 0.8479 | 0.9208 |
308
+ | 0.3085 | 12.5366 | 514 | 0.7850 | 0.5729 | 0.7850 | 0.8860 |
309
+ | 0.3085 | 12.5854 | 516 | 0.7595 | 0.5407 | 0.7595 | 0.8715 |
310
+ | 0.3085 | 12.6341 | 518 | 0.7374 | 0.5645 | 0.7374 | 0.8587 |
311
+ | 0.3085 | 12.6829 | 520 | 0.7122 | 0.5657 | 0.7122 | 0.8439 |
312
+ | 0.3085 | 12.7317 | 522 | 0.7075 | 0.5590 | 0.7075 | 0.8411 |
313
+ | 0.3085 | 12.7805 | 524 | 0.7146 | 0.5235 | 0.7146 | 0.8453 |
314
+ | 0.3085 | 12.8293 | 526 | 0.7356 | 0.5317 | 0.7356 | 0.8577 |
315
+ | 0.3085 | 12.8780 | 528 | 0.7398 | 0.5208 | 0.7398 | 0.8601 |
316
+ | 0.3085 | 12.9268 | 530 | 0.7663 | 0.5084 | 0.7663 | 0.8754 |
317
+ | 0.3085 | 12.9756 | 532 | 0.7825 | 0.5084 | 0.7825 | 0.8846 |
318
+ | 0.3085 | 13.0244 | 534 | 0.7896 | 0.4966 | 0.7896 | 0.8886 |
319
+ | 0.3085 | 13.0732 | 536 | 0.7743 | 0.5093 | 0.7743 | 0.8799 |
320
+ | 0.3085 | 13.1220 | 538 | 0.7666 | 0.5317 | 0.7666 | 0.8755 |
321
+ | 0.3085 | 13.1707 | 540 | 0.7718 | 0.5923 | 0.7718 | 0.8785 |
322
+ | 0.3085 | 13.2195 | 542 | 0.7180 | 0.5680 | 0.7180 | 0.8474 |
323
+ | 0.3085 | 13.2683 | 544 | 0.7010 | 0.5680 | 0.7010 | 0.8373 |
324
+ | 0.3085 | 13.3171 | 546 | 0.6881 | 0.6076 | 0.6881 | 0.8295 |
325
+ | 0.3085 | 13.3659 | 548 | 0.6806 | 0.5498 | 0.6806 | 0.8250 |
326
+ | 0.3085 | 13.4146 | 550 | 0.6990 | 0.5597 | 0.6990 | 0.8361 |
327
+ | 0.3085 | 13.4634 | 552 | 0.7051 | 0.5361 | 0.7051 | 0.8397 |
328
+ | 0.3085 | 13.5122 | 554 | 0.7127 | 0.5331 | 0.7127 | 0.8442 |
329
+ | 0.3085 | 13.5610 | 556 | 0.6875 | 0.5558 | 0.6875 | 0.8292 |
330
+ | 0.3085 | 13.6098 | 558 | 0.6602 | 0.5859 | 0.6602 | 0.8125 |
331
+ | 0.3085 | 13.6585 | 560 | 0.6674 | 0.5882 | 0.6674 | 0.8170 |
332
+ | 0.3085 | 13.7073 | 562 | 0.6706 | 0.5656 | 0.6706 | 0.8189 |
333
+ | 0.3085 | 13.7561 | 564 | 0.6745 | 0.5402 | 0.6745 | 0.8213 |
334
+ | 0.3085 | 13.8049 | 566 | 0.7150 | 0.5348 | 0.7150 | 0.8456 |
335
+ | 0.3085 | 13.8537 | 568 | 0.7282 | 0.5348 | 0.7282 | 0.8534 |
336
+ | 0.3085 | 13.9024 | 570 | 0.7193 | 0.4610 | 0.7193 | 0.8481 |
337
+ | 0.3085 | 13.9512 | 572 | 0.7082 | 0.5171 | 0.7082 | 0.8416 |
338
+ | 0.3085 | 14.0 | 574 | 0.7083 | 0.5302 | 0.7083 | 0.8416 |
339
+ | 0.3085 | 14.0488 | 576 | 0.6978 | 0.5302 | 0.6978 | 0.8353 |
340
+ | 0.3085 | 14.0976 | 578 | 0.6907 | 0.5302 | 0.6907 | 0.8311 |
341
+ | 0.3085 | 14.1463 | 580 | 0.6995 | 0.5450 | 0.6995 | 0.8364 |
342
+ | 0.3085 | 14.1951 | 582 | 0.7079 | 0.5330 | 0.7079 | 0.8414 |
343
+ | 0.3085 | 14.2439 | 584 | 0.7243 | 0.5098 | 0.7243 | 0.8511 |
344
+ | 0.3085 | 14.2927 | 586 | 0.7556 | 0.4839 | 0.7556 | 0.8692 |
345
+ | 0.3085 | 14.3415 | 588 | 0.7827 | 0.4839 | 0.7827 | 0.8847 |
346
+ | 0.3085 | 14.3902 | 590 | 0.7830 | 0.4839 | 0.7830 | 0.8849 |
347
+ | 0.3085 | 14.4390 | 592 | 0.7482 | 0.4727 | 0.7482 | 0.8650 |
348
+ | 0.3085 | 14.4878 | 594 | 0.7081 | 0.4879 | 0.7081 | 0.8415 |
349
+ | 0.3085 | 14.5366 | 596 | 0.7010 | 0.5116 | 0.7010 | 0.8373 |
350
+ | 0.3085 | 14.5854 | 598 | 0.6999 | 0.5855 | 0.6999 | 0.8366 |
351
+ | 0.3085 | 14.6341 | 600 | 0.6801 | 0.5680 | 0.6801 | 0.8247 |
352
+ | 0.3085 | 14.6829 | 602 | 0.6818 | 0.5887 | 0.6818 | 0.8257 |
353
+ | 0.3085 | 14.7317 | 604 | 0.6894 | 0.5785 | 0.6894 | 0.8303 |
354
+ | 0.3085 | 14.7805 | 606 | 0.6984 | 0.6113 | 0.6984 | 0.8357 |
355
+ | 0.3085 | 14.8293 | 608 | 0.7044 | 0.5558 | 0.7044 | 0.8393 |
356
+ | 0.3085 | 14.8780 | 610 | 0.7085 | 0.5894 | 0.7085 | 0.8418 |
357
+ | 0.3085 | 14.9268 | 612 | 0.7012 | 0.5894 | 0.7012 | 0.8374 |
358
+ | 0.3085 | 14.9756 | 614 | 0.6650 | 0.5797 | 0.6650 | 0.8155 |
359
+ | 0.3085 | 15.0244 | 616 | 0.6534 | 0.6154 | 0.6534 | 0.8084 |
360
+ | 0.3085 | 15.0732 | 618 | 0.6726 | 0.6259 | 0.6726 | 0.8201 |
361
+ | 0.3085 | 15.1220 | 620 | 0.6794 | 0.6371 | 0.6794 | 0.8242 |
362
+ | 0.3085 | 15.1707 | 622 | 0.6557 | 0.6187 | 0.6557 | 0.8097 |
363
+ | 0.3085 | 15.2195 | 624 | 0.6690 | 0.6092 | 0.6690 | 0.8179 |
364
+ | 0.3085 | 15.2683 | 626 | 0.6608 | 0.5786 | 0.6608 | 0.8129 |
365
+ | 0.3085 | 15.3171 | 628 | 0.6497 | 0.5859 | 0.6497 | 0.8060 |
366
+ | 0.3085 | 15.3659 | 630 | 0.6505 | 0.5983 | 0.6505 | 0.8066 |
367
+ | 0.3085 | 15.4146 | 632 | 0.6508 | 0.5983 | 0.6508 | 0.8067 |
368
+ | 0.3085 | 15.4634 | 634 | 0.6579 | 0.5822 | 0.6579 | 0.8111 |
369
+ | 0.3085 | 15.5122 | 636 | 0.6524 | 0.5859 | 0.6524 | 0.8077 |
370
+ | 0.3085 | 15.5610 | 638 | 0.6568 | 0.5759 | 0.6568 | 0.8104 |
371
+ | 0.3085 | 15.6098 | 640 | 0.6626 | 0.5879 | 0.6626 | 0.8140 |
372
+ | 0.3085 | 15.6585 | 642 | 0.6513 | 0.5542 | 0.6513 | 0.8071 |
373
+ | 0.3085 | 15.7073 | 644 | 0.6570 | 0.5847 | 0.6570 | 0.8105 |
374
+ | 0.3085 | 15.7561 | 646 | 0.6627 | 0.5847 | 0.6627 | 0.8141 |
375
+ | 0.3085 | 15.8049 | 648 | 0.6696 | 0.5156 | 0.6696 | 0.8183 |
376
+ | 0.3085 | 15.8537 | 650 | 0.6811 | 0.4776 | 0.6811 | 0.8253 |
377
+ | 0.3085 | 15.9024 | 652 | 0.7109 | 0.5346 | 0.7109 | 0.8431 |
378
+ | 0.3085 | 15.9512 | 654 | 0.7265 | 0.5729 | 0.7265 | 0.8523 |
379
+ | 0.3085 | 16.0 | 656 | 0.7029 | 0.5923 | 0.7029 | 0.8384 |
380
+ | 0.3085 | 16.0488 | 658 | 0.6545 | 0.5785 | 0.6545 | 0.8090 |
381
+ | 0.3085 | 16.0976 | 660 | 0.6481 | 0.6206 | 0.6481 | 0.8051 |
382
+ | 0.3085 | 16.1463 | 662 | 0.6617 | 0.6572 | 0.6617 | 0.8134 |
383
+ | 0.3085 | 16.1951 | 664 | 0.6659 | 0.6246 | 0.6659 | 0.8160 |
384
+ | 0.3085 | 16.2439 | 666 | 0.6582 | 0.6144 | 0.6582 | 0.8113 |
385
+ | 0.3085 | 16.2927 | 668 | 0.6593 | 0.5871 | 0.6593 | 0.8119 |
386
+ | 0.3085 | 16.3415 | 670 | 0.6530 | 0.5955 | 0.6530 | 0.8081 |
387
+ | 0.3085 | 16.3902 | 672 | 0.6501 | 0.6296 | 0.6501 | 0.8063 |
388
+ | 0.3085 | 16.4390 | 674 | 0.6611 | 0.5917 | 0.6611 | 0.8131 |
389
+ | 0.3085 | 16.4878 | 676 | 0.6831 | 0.5797 | 0.6831 | 0.8265 |
390
+ | 0.3085 | 16.5366 | 678 | 0.6938 | 0.5822 | 0.6938 | 0.8329 |
391
+ | 0.3085 | 16.5854 | 680 | 0.6950 | 0.5373 | 0.6950 | 0.8337 |
392
+ | 0.3085 | 16.6341 | 682 | 0.7150 | 0.5971 | 0.7150 | 0.8456 |
393
+ | 0.3085 | 16.6829 | 684 | 0.7294 | 0.5759 | 0.7294 | 0.8541 |
394
+ | 0.3085 | 16.7317 | 686 | 0.7347 | 0.5156 | 0.7347 | 0.8571 |
395
+ | 0.3085 | 16.7805 | 688 | 0.7587 | 0.3821 | 0.7587 | 0.8710 |
396
+ | 0.3085 | 16.8293 | 690 | 0.7836 | 0.4106 | 0.7836 | 0.8852 |
397
+ | 0.3085 | 16.8780 | 692 | 0.7705 | 0.3821 | 0.7705 | 0.8778 |
398
+ | 0.3085 | 16.9268 | 694 | 0.7478 | 0.4626 | 0.7478 | 0.8648 |
399
+ | 0.3085 | 16.9756 | 696 | 0.7391 | 0.4776 | 0.7391 | 0.8597 |
400
+ | 0.3085 | 17.0244 | 698 | 0.7384 | 0.5057 | 0.7384 | 0.8593 |
401
+ | 0.3085 | 17.0732 | 700 | 0.7362 | 0.5057 | 0.7362 | 0.8580 |
402
+ | 0.3085 | 17.1220 | 702 | 0.7365 | 0.5156 | 0.7365 | 0.8582 |
403
+ | 0.3085 | 17.1707 | 704 | 0.7658 | 0.3821 | 0.7658 | 0.8751 |
404
+ | 0.3085 | 17.2195 | 706 | 0.8160 | 0.4071 | 0.8160 | 0.9033 |
405
+ | 0.3085 | 17.2683 | 708 | 0.8184 | 0.4186 | 0.8184 | 0.9047 |
406
+ | 0.3085 | 17.3171 | 710 | 0.7634 | 0.3802 | 0.7634 | 0.8738 |
407
+ | 0.3085 | 17.3659 | 712 | 0.7159 | 0.4216 | 0.7159 | 0.8461 |
408
+ | 0.3085 | 17.4146 | 714 | 0.6807 | 0.6054 | 0.6807 | 0.8251 |
409
+ | 0.3085 | 17.4634 | 716 | 0.6591 | 0.6370 | 0.6591 | 0.8118 |
410
+ | 0.3085 | 17.5122 | 718 | 0.6429 | 0.6482 | 0.6429 | 0.8018 |
411
+ | 0.3085 | 17.5610 | 720 | 0.6396 | 0.6656 | 0.6396 | 0.7998 |
412
+ | 0.3085 | 17.6098 | 722 | 0.6254 | 0.6167 | 0.6254 | 0.7908 |
413
+ | 0.3085 | 17.6585 | 724 | 0.6071 | 0.6197 | 0.6071 | 0.7792 |
414
+ | 0.3085 | 17.7073 | 726 | 0.6241 | 0.5656 | 0.6241 | 0.7900 |
415
+ | 0.3085 | 17.7561 | 728 | 0.6334 | 0.5549 | 0.6334 | 0.7959 |
416
+ | 0.3085 | 17.8049 | 730 | 0.6308 | 0.5156 | 0.6308 | 0.7942 |
417
+ | 0.3085 | 17.8537 | 732 | 0.6507 | 0.5989 | 0.6507 | 0.8067 |
418
+ | 0.3085 | 17.9024 | 734 | 0.6596 | 0.5989 | 0.6596 | 0.8122 |
419
+ | 0.3085 | 17.9512 | 736 | 0.6655 | 0.5288 | 0.6655 | 0.8158 |
420
+ | 0.3085 | 18.0 | 738 | 0.6948 | 0.4659 | 0.6948 | 0.8335 |
421
+ | 0.3085 | 18.0488 | 740 | 0.7101 | 0.5088 | 0.7101 | 0.8427 |
422
+ | 0.3085 | 18.0976 | 742 | 0.6954 | 0.4659 | 0.6954 | 0.8339 |
423
+ | 0.3085 | 18.1463 | 744 | 0.7023 | 0.5259 | 0.7023 | 0.8380 |
424
+ | 0.3085 | 18.1951 | 746 | 0.7459 | 0.4954 | 0.7459 | 0.8637 |
425
+ | 0.3085 | 18.2439 | 748 | 0.7767 | 0.5255 | 0.7767 | 0.8813 |
426
+ | 0.3085 | 18.2927 | 750 | 0.8026 | 0.5140 | 0.8026 | 0.8959 |
427
+ | 0.3085 | 18.3415 | 752 | 0.8371 | 0.5026 | 0.8371 | 0.9149 |
428
+ | 0.3085 | 18.3902 | 754 | 0.8184 | 0.5026 | 0.8184 | 0.9047 |
429
+ | 0.3085 | 18.4390 | 756 | 0.7639 | 0.4974 | 0.7639 | 0.8740 |
430
+ | 0.3085 | 18.4878 | 758 | 0.7445 | 0.4981 | 0.7445 | 0.8628 |
431
+ | 0.3085 | 18.5366 | 760 | 0.7415 | 0.5472 | 0.7415 | 0.8611 |
432
+ | 0.3085 | 18.5854 | 762 | 0.7390 | 0.5472 | 0.7390 | 0.8596 |
433
+ | 0.3085 | 18.6341 | 764 | 0.7292 | 0.5455 | 0.7292 | 0.8539 |
434
+ | 0.3085 | 18.6829 | 766 | 0.7324 | 0.5291 | 0.7324 | 0.8558 |
435
+ | 0.3085 | 18.7317 | 768 | 0.7599 | 0.5494 | 0.7599 | 0.8717 |
436
+ | 0.3085 | 18.7805 | 770 | 0.7491 | 0.5494 | 0.7491 | 0.8655 |
437
+ | 0.3085 | 18.8293 | 772 | 0.7356 | 0.5510 | 0.7356 | 0.8577 |
438
+ | 0.3085 | 18.8780 | 774 | 0.7095 | 0.5855 | 0.7095 | 0.8423 |
439
+ | 0.3085 | 18.9268 | 776 | 0.7068 | 0.5552 | 0.7068 | 0.8407 |
440
+ | 0.3085 | 18.9756 | 778 | 0.7231 | 0.5540 | 0.7231 | 0.8503 |
441
+ | 0.3085 | 19.0244 | 780 | 0.7436 | 0.5199 | 0.7436 | 0.8623 |
442
+ | 0.3085 | 19.0732 | 782 | 0.7515 | 0.5199 | 0.7515 | 0.8669 |
443
+ | 0.3085 | 19.1220 | 784 | 0.7410 | 0.5540 | 0.7410 | 0.8608 |
444
+ | 0.3085 | 19.1707 | 786 | 0.7355 | 0.5540 | 0.7355 | 0.8576 |
445
+ | 0.3085 | 19.2195 | 788 | 0.7430 | 0.5540 | 0.7430 | 0.8620 |
446
+ | 0.3085 | 19.2683 | 790 | 0.7636 | 0.5081 | 0.7636 | 0.8739 |
447
+ | 0.3085 | 19.3171 | 792 | 0.7616 | 0.5081 | 0.7616 | 0.8727 |
448
+ | 0.3085 | 19.3659 | 794 | 0.7390 | 0.5540 | 0.7390 | 0.8597 |
449
+ | 0.3085 | 19.4146 | 796 | 0.7319 | 0.5480 | 0.7319 | 0.8555 |
450
+ | 0.3085 | 19.4634 | 798 | 0.7266 | 0.5859 | 0.7266 | 0.8524 |
451
+ | 0.3085 | 19.5122 | 800 | 0.7183 | 0.5833 | 0.7183 | 0.8475 |
452
+ | 0.3085 | 19.5610 | 802 | 0.7224 | 0.5690 | 0.7224 | 0.8499 |
453
+ | 0.3085 | 19.6098 | 804 | 0.7579 | 0.5522 | 0.7579 | 0.8706 |
454
+ | 0.3085 | 19.6585 | 806 | 0.8477 | 0.5131 | 0.8477 | 0.9207 |
455
+ | 0.3085 | 19.7073 | 808 | 0.9027 | 0.4334 | 0.9027 | 0.9501 |
456
+ | 0.3085 | 19.7561 | 810 | 0.8798 | 0.4318 | 0.8798 | 0.9380 |
457
+ | 0.3085 | 19.8049 | 812 | 0.8282 | 0.4203 | 0.8282 | 0.9100 |
458
+ | 0.3085 | 19.8537 | 814 | 0.7865 | 0.4352 | 0.7865 | 0.8868 |
459
+ | 0.3085 | 19.9024 | 816 | 0.7744 | 0.4352 | 0.7744 | 0.8800 |
460
+ | 0.3085 | 19.9512 | 818 | 0.7700 | 0.4615 | 0.7700 | 0.8775 |
461
+ | 0.3085 | 20.0 | 820 | 0.7625 | 0.4865 | 0.7625 | 0.8732 |
462
+ | 0.3085 | 20.0488 | 822 | 0.7358 | 0.5210 | 0.7358 | 0.8578 |
463
+ | 0.3085 | 20.0976 | 824 | 0.7026 | 0.5822 | 0.7026 | 0.8382 |
464
+ | 0.3085 | 20.1463 | 826 | 0.6952 | 0.5480 | 0.6952 | 0.8338 |
465
+ | 0.3085 | 20.1951 | 828 | 0.7008 | 0.5373 | 0.7008 | 0.8371 |
466
+ | 0.3085 | 20.2439 | 830 | 0.7070 | 0.5597 | 0.7070 | 0.8408 |
467
+ | 0.3085 | 20.2927 | 832 | 0.7174 | 0.5234 | 0.7174 | 0.8470 |
468
+ | 0.3085 | 20.3415 | 834 | 0.7280 | 0.5234 | 0.7280 | 0.8532 |
469
+ | 0.3085 | 20.3902 | 836 | 0.7322 | 0.5234 | 0.7322 | 0.8557 |
470
+ | 0.3085 | 20.4390 | 838 | 0.7403 | 0.4869 | 0.7403 | 0.8604 |
471
+ | 0.3085 | 20.4878 | 840 | 0.7371 | 0.4869 | 0.7371 | 0.8585 |
472
+ | 0.3085 | 20.5366 | 842 | 0.7214 | 0.5234 | 0.7214 | 0.8493 |
473
+ | 0.3085 | 20.5854 | 844 | 0.7107 | 0.5234 | 0.7107 | 0.8430 |
474
+ | 0.3085 | 20.6341 | 846 | 0.7033 | 0.5597 | 0.7033 | 0.8386 |
475
+ | 0.3085 | 20.6829 | 848 | 0.7015 | 0.5597 | 0.7015 | 0.8376 |
476
+ | 0.3085 | 20.7317 | 850 | 0.7323 | 0.5438 | 0.7323 | 0.8558 |
477
+ | 0.3085 | 20.7805 | 852 | 0.7546 | 0.4847 | 0.7546 | 0.8687 |
478
+ | 0.3085 | 20.8293 | 854 | 0.7799 | 0.4725 | 0.7799 | 0.8831 |
479
+ | 0.3085 | 20.8780 | 856 | 0.7700 | 0.4725 | 0.7700 | 0.8775 |
480
+ | 0.3085 | 20.9268 | 858 | 0.7620 | 0.4725 | 0.7620 | 0.8729 |
481
+ | 0.3085 | 20.9756 | 860 | 0.7391 | 0.4854 | 0.7391 | 0.8597 |
482
+ | 0.3085 | 21.0244 | 862 | 0.7346 | 0.4854 | 0.7346 | 0.8571 |
483
+ | 0.3085 | 21.0732 | 864 | 0.7386 | 0.4858 | 0.7386 | 0.8594 |
484
+ | 0.3085 | 21.1220 | 866 | 0.7284 | 0.4494 | 0.7284 | 0.8535 |
485
+ | 0.3085 | 21.1707 | 868 | 0.7064 | 0.4888 | 0.7064 | 0.8405 |
486
+ | 0.3085 | 21.2195 | 870 | 0.6939 | 0.5345 | 0.6939 | 0.8330 |
487
+ | 0.3085 | 21.2683 | 872 | 0.7035 | 0.4850 | 0.7035 | 0.8388 |
488
+ | 0.3085 | 21.3171 | 874 | 0.7231 | 0.5076 | 0.7231 | 0.8503 |
489
+ | 0.3085 | 21.3659 | 876 | 0.7349 | 0.5494 | 0.7349 | 0.8572 |
490
+ | 0.3085 | 21.4146 | 878 | 0.7204 | 0.5291 | 0.7204 | 0.8488 |
491
+ | 0.3085 | 21.4634 | 880 | 0.7185 | 0.5407 | 0.7185 | 0.8476 |
492
+ | 0.3085 | 21.5122 | 882 | 0.7262 | 0.5291 | 0.7262 | 0.8522 |
493
+ | 0.3085 | 21.5610 | 884 | 0.7355 | 0.5067 | 0.7355 | 0.8576 |
494
+ | 0.3085 | 21.6098 | 886 | 0.7498 | 0.4724 | 0.7498 | 0.8659 |
495
+ | 0.3085 | 21.6585 | 888 | 0.7712 | 0.4588 | 0.7712 | 0.8782 |
496
+ | 0.3085 | 21.7073 | 890 | 0.7644 | 0.4343 | 0.7644 | 0.8743 |
497
+ | 0.3085 | 21.7561 | 892 | 0.7363 | 0.4854 | 0.7363 | 0.8581 |
498
+ | 0.3085 | 21.8049 | 894 | 0.7147 | 0.4988 | 0.7147 | 0.8454 |
499
+ | 0.3085 | 21.8537 | 896 | 0.7041 | 0.4981 | 0.7041 | 0.8391 |
500
+ | 0.3085 | 21.9024 | 898 | 0.7061 | 0.5221 | 0.7061 | 0.8403 |
501
+ | 0.3085 | 21.9512 | 900 | 0.7185 | 0.5081 | 0.7185 | 0.8476 |
502
+ | 0.3085 | 22.0 | 902 | 0.7419 | 0.4724 | 0.7419 | 0.8613 |
503
+ | 0.3085 | 22.0488 | 904 | 0.7562 | 0.5032 | 0.7562 | 0.8696 |
504
+ | 0.3085 | 22.0976 | 906 | 0.7282 | 0.4962 | 0.7282 | 0.8534 |
505
+ | 0.3085 | 22.1463 | 908 | 0.6822 | 0.5330 | 0.6822 | 0.8259 |
506
+ | 0.3085 | 22.1951 | 910 | 0.6708 | 0.6209 | 0.6708 | 0.8190 |
507
+ | 0.3085 | 22.2439 | 912 | 0.6743 | 0.5529 | 0.6743 | 0.8212 |
508
+ | 0.3085 | 22.2927 | 914 | 0.6751 | 0.5529 | 0.6751 | 0.8216 |
509
+ | 0.3085 | 22.3415 | 916 | 0.6758 | 0.5536 | 0.6758 | 0.8220 |
510
+ | 0.3085 | 22.3902 | 918 | 0.6829 | 0.5700 | 0.6829 | 0.8264 |
511
+ | 0.3085 | 22.4390 | 920 | 0.6857 | 0.5645 | 0.6857 | 0.8281 |
512
+ | 0.3085 | 22.4878 | 922 | 0.6717 | 0.5763 | 0.6717 | 0.8196 |
513
+ | 0.3085 | 22.5366 | 924 | 0.6514 | 0.6133 | 0.6514 | 0.8071 |
514
+ | 0.3085 | 22.5854 | 926 | 0.6515 | 0.6133 | 0.6515 | 0.8072 |
515
+ | 0.3085 | 22.6341 | 928 | 0.6565 | 0.6133 | 0.6565 | 0.8103 |
516
+ | 0.3085 | 22.6829 | 930 | 0.6539 | 0.6102 | 0.6539 | 0.8087 |
517
+ | 0.3085 | 22.7317 | 932 | 0.6483 | 0.6102 | 0.6483 | 0.8052 |
518
+ | 0.3085 | 22.7805 | 934 | 0.6442 | 0.5932 | 0.6442 | 0.8026 |
519
+ | 0.3085 | 22.8293 | 936 | 0.6367 | 0.5960 | 0.6367 | 0.7980 |
520
+ | 0.3085 | 22.8780 | 938 | 0.6460 | 0.5402 | 0.6460 | 0.8037 |
521
+ | 0.3085 | 22.9268 | 940 | 0.6663 | 0.5171 | 0.6663 | 0.8162 |
522
+ | 0.3085 | 22.9756 | 942 | 0.6762 | 0.5536 | 0.6762 | 0.8223 |
523
+ | 0.3085 | 23.0244 | 944 | 0.6943 | 0.4914 | 0.6943 | 0.8333 |
524
+ | 0.3085 | 23.0732 | 946 | 0.7052 | 0.4776 | 0.7052 | 0.8398 |
525
+ | 0.3085 | 23.1220 | 948 | 0.7161 | 0.4511 | 0.7161 | 0.8462 |
526
+ | 0.3085 | 23.1707 | 950 | 0.7316 | 0.4511 | 0.7316 | 0.8553 |
527
+ | 0.3085 | 23.2195 | 952 | 0.7518 | 0.5221 | 0.7518 | 0.8670 |
528
+ | 0.3085 | 23.2683 | 954 | 0.7455 | 0.5438 | 0.7455 | 0.8634 |
529
+ | 0.3085 | 23.3171 | 956 | 0.7466 | 0.5422 | 0.7466 | 0.8641 |
530
+ | 0.3085 | 23.3659 | 958 | 0.7200 | 0.5422 | 0.7200 | 0.8485 |
531
+ | 0.3085 | 23.4146 | 960 | 0.6674 | 0.6025 | 0.6674 | 0.8170 |
532
+ | 0.3085 | 23.4634 | 962 | 0.6426 | 0.5610 | 0.6426 | 0.8017 |
533
+ | 0.3085 | 23.5122 | 964 | 0.6357 | 0.5797 | 0.6357 | 0.7973 |
534
+ | 0.3085 | 23.5610 | 966 | 0.6722 | 0.5959 | 0.6722 | 0.8199 |
535
+ | 0.3085 | 23.6098 | 968 | 0.7072 | 0.5366 | 0.7072 | 0.8409 |
536
+ | 0.3085 | 23.6585 | 970 | 0.7272 | 0.5366 | 0.7272 | 0.8527 |
537
+ | 0.3085 | 23.7073 | 972 | 0.7089 | 0.5395 | 0.7089 | 0.8420 |
538
+ | 0.3085 | 23.7561 | 974 | 0.6807 | 0.5645 | 0.6807 | 0.8250 |
539
+ | 0.3085 | 23.8049 | 976 | 0.6666 | 0.5960 | 0.6666 | 0.8165 |
540
+ | 0.3085 | 23.8537 | 978 | 0.6772 | 0.5522 | 0.6772 | 0.8229 |
541
+ | 0.3085 | 23.9024 | 980 | 0.6949 | 0.4898 | 0.6949 | 0.8336 |
542
+ | 0.3085 | 23.9512 | 982 | 0.7102 | 0.4628 | 0.7102 | 0.8427 |
543
+ | 0.3085 | 24.0 | 984 | 0.7289 | 0.4981 | 0.7289 | 0.8538 |
544
+ | 0.3085 | 24.0488 | 986 | 0.7389 | 0.4968 | 0.7389 | 0.8596 |
545
+ | 0.3085 | 24.0976 | 988 | 0.7252 | 0.4968 | 0.7252 | 0.8516 |
546
+ | 0.3085 | 24.1463 | 990 | 0.6978 | 0.5107 | 0.6978 | 0.8353 |
547
+ | 0.3085 | 24.1951 | 992 | 0.6952 | 0.5234 | 0.6952 | 0.8338 |
548
+ | 0.3085 | 24.2439 | 994 | 0.7031 | 0.5234 | 0.7031 | 0.8385 |
549
+ | 0.3085 | 24.2927 | 996 | 0.7175 | 0.5234 | 0.7175 | 0.8471 |
550
+ | 0.3085 | 24.3415 | 998 | 0.7409 | 0.4981 | 0.7409 | 0.8608 |
551
+ | 0.0601 | 24.3902 | 1000 | 0.7489 | 0.4968 | 0.7489 | 0.8654 |
552
+ | 0.0601 | 24.4390 | 1002 | 0.7486 | 0.4968 | 0.7486 | 0.8652 |
553
+ | 0.0601 | 24.4878 | 1004 | 0.7571 | 0.4968 | 0.7571 | 0.8701 |
554
+ | 0.0601 | 24.5366 | 1006 | 0.7535 | 0.4968 | 0.7535 | 0.8681 |
555
+ | 0.0601 | 24.5854 | 1008 | 0.7455 | 0.5304 | 0.7455 | 0.8634 |
556
+ | 0.0601 | 24.6341 | 1010 | 0.7070 | 0.5221 | 0.7070 | 0.8408 |
557
+ | 0.0601 | 24.6829 | 1012 | 0.6950 | 0.5210 | 0.6950 | 0.8337 |
558
+ | 0.0601 | 24.7317 | 1014 | 0.6889 | 0.5558 | 0.6889 | 0.8300 |
559
+ | 0.0601 | 24.7805 | 1016 | 0.7059 | 0.5422 | 0.7059 | 0.8402 |
560
+ | 0.0601 | 24.8293 | 1018 | 0.7235 | 0.5821 | 0.7235 | 0.8506 |
561
+ | 0.0601 | 24.8780 | 1020 | 0.7314 | 0.5510 | 0.7314 | 0.8552 |
562
+ | 0.0601 | 24.9268 | 1022 | 0.7192 | 0.5510 | 0.7192 | 0.8481 |
563
+ | 0.0601 | 24.9756 | 1024 | 0.7028 | 0.5960 | 0.7028 | 0.8383 |
564
+ | 0.0601 | 25.0244 | 1026 | 0.7036 | 0.4914 | 0.7036 | 0.8388 |
565
+ | 0.0601 | 25.0732 | 1028 | 0.7059 | 0.5048 | 0.7059 | 0.8402 |
566
+ | 0.0601 | 25.1220 | 1030 | 0.6954 | 0.4908 | 0.6954 | 0.8339 |
567
+ | 0.0601 | 25.1707 | 1032 | 0.6903 | 0.5774 | 0.6903 | 0.8308 |
568
+ | 0.0601 | 25.2195 | 1034 | 0.7043 | 0.5730 | 0.7043 | 0.8392 |
569
+ | 0.0601 | 25.2683 | 1036 | 0.7091 | 0.5730 | 0.7091 | 0.8421 |
570
+ | 0.0601 | 25.3171 | 1038 | 0.6992 | 0.6167 | 0.6992 | 0.8362 |
571
+ | 0.0601 | 25.3659 | 1040 | 0.7062 | 0.6094 | 0.7062 | 0.8404 |
572
+ | 0.0601 | 25.4146 | 1042 | 0.7121 | 0.5594 | 0.7121 | 0.8438 |
573
+ | 0.0601 | 25.4634 | 1044 | 0.7357 | 0.5301 | 0.7357 | 0.8577 |
574
+ | 0.0601 | 25.5122 | 1046 | 0.7583 | 0.5084 | 0.7583 | 0.8708 |
575
+ | 0.0601 | 25.5610 | 1048 | 0.7417 | 0.5301 | 0.7417 | 0.8612 |
576
+ | 0.0601 | 25.6098 | 1050 | 0.7199 | 0.5146 | 0.7199 | 0.8485 |
577
+ | 0.0601 | 25.6585 | 1052 | 0.7243 | 0.4774 | 0.7243 | 0.8511 |
578
+ | 0.0601 | 25.7073 | 1054 | 0.7415 | 0.5763 | 0.7415 | 0.8611 |
579
+ | 0.0601 | 25.7561 | 1056 | 0.7507 | 0.5688 | 0.7507 | 0.8665 |
580
+ | 0.0601 | 25.8049 | 1058 | 0.7615 | 0.5798 | 0.7615 | 0.8726 |
581
+ | 0.0601 | 25.8537 | 1060 | 0.7634 | 0.5585 | 0.7634 | 0.8737 |
582
+ | 0.0601 | 25.9024 | 1062 | 0.7577 | 0.5585 | 0.7577 | 0.8704 |
583
+ | 0.0601 | 25.9512 | 1064 | 0.7512 | 0.5585 | 0.7512 | 0.8667 |
584
+ | 0.0601 | 26.0 | 1066 | 0.7468 | 0.5002 | 0.7468 | 0.8642 |
585
+ | 0.0601 | 26.0488 | 1068 | 0.7539 | 0.5798 | 0.7539 | 0.8683 |
586
+ | 0.0601 | 26.0976 | 1070 | 0.7555 | 0.5442 | 0.7555 | 0.8692 |
587
+ | 0.0601 | 26.1463 | 1072 | 0.7377 | 0.5247 | 0.7377 | 0.8589 |
588
+ | 0.0601 | 26.1951 | 1074 | 0.7292 | 0.5247 | 0.7292 | 0.8540 |
589
+ | 0.0601 | 26.2439 | 1076 | 0.7274 | 0.5472 | 0.7274 | 0.8529 |
590
+ | 0.0601 | 26.2927 | 1078 | 0.7246 | 0.5331 | 0.7246 | 0.8512 |
591
+ | 0.0601 | 26.3415 | 1080 | 0.7148 | 0.5700 | 0.7148 | 0.8454 |
592
+ | 0.0601 | 26.3902 | 1082 | 0.7077 | 0.5822 | 0.7077 | 0.8413 |
593
+ | 0.0601 | 26.4390 | 1084 | 0.7022 | 0.6025 | 0.7022 | 0.8380 |
594
+ | 0.0601 | 26.4878 | 1086 | 0.7027 | 0.6025 | 0.7027 | 0.8383 |
595
+ | 0.0601 | 26.5366 | 1088 | 0.7121 | 0.5996 | 0.7121 | 0.8439 |
596
+ | 0.0601 | 26.5854 | 1090 | 0.7228 | 0.5425 | 0.7228 | 0.8502 |
597
+ | 0.0601 | 26.6341 | 1092 | 0.7226 | 0.5442 | 0.7226 | 0.8500 |
598
+ | 0.0601 | 26.6829 | 1094 | 0.7146 | 0.4745 | 0.7146 | 0.8454 |
599
+ | 0.0601 | 26.7317 | 1096 | 0.7121 | 0.4882 | 0.7121 | 0.8438 |
600
+ | 0.0601 | 26.7805 | 1098 | 0.7043 | 0.4882 | 0.7043 | 0.8392 |
601
+ | 0.0601 | 26.8293 | 1100 | 0.6964 | 0.5759 | 0.6964 | 0.8345 |
602
+ | 0.0601 | 26.8780 | 1102 | 0.6926 | 0.5402 | 0.6926 | 0.8322 |
603
+ | 0.0601 | 26.9268 | 1104 | 0.6920 | 0.5402 | 0.6920 | 0.8319 |
604
+ | 0.0601 | 26.9756 | 1106 | 0.6896 | 0.6407 | 0.6896 | 0.8304 |
605
+ | 0.0601 | 27.0244 | 1108 | 0.6987 | 0.6025 | 0.6987 | 0.8359 |
606
+ | 0.0601 | 27.0732 | 1110 | 0.7097 | 0.5688 | 0.7097 | 0.8425 |
607
+ | 0.0601 | 27.1220 | 1112 | 0.7141 | 0.5246 | 0.7141 | 0.8450 |
608
+ | 0.0601 | 27.1707 | 1114 | 0.7172 | 0.4762 | 0.7172 | 0.8469 |
609
+ | 0.0601 | 27.2195 | 1116 | 0.7210 | 0.4626 | 0.7210 | 0.8491 |
610
+ | 0.0601 | 27.2683 | 1118 | 0.7301 | 0.4878 | 0.7301 | 0.8545 |
611
+ | 0.0601 | 27.3171 | 1120 | 0.7263 | 0.5117 | 0.7263 | 0.8522 |
612
+ | 0.0601 | 27.3659 | 1122 | 0.7121 | 0.5246 | 0.7121 | 0.8439 |
613
+ | 0.0601 | 27.4146 | 1124 | 0.7009 | 0.5972 | 0.7009 | 0.8372 |
614
+ | 0.0601 | 27.4634 | 1126 | 0.6968 | 0.5972 | 0.6968 | 0.8348 |
615
+ | 0.0601 | 27.5122 | 1128 | 0.6963 | 0.6043 | 0.6963 | 0.8345 |
616
+ | 0.0601 | 27.5610 | 1130 | 0.7093 | 0.5546 | 0.7093 | 0.8422 |
617
+ | 0.0601 | 27.6098 | 1132 | 0.7132 | 0.5546 | 0.7132 | 0.8445 |
618
+ | 0.0601 | 27.6585 | 1134 | 0.6995 | 0.6043 | 0.6995 | 0.8363 |
619
+ | 0.0601 | 27.7073 | 1136 | 0.7005 | 0.6043 | 0.7005 | 0.8369 |
620
+ | 0.0601 | 27.7561 | 1138 | 0.7180 | 0.5565 | 0.7180 | 0.8473 |
621
+ | 0.0601 | 27.8049 | 1140 | 0.7598 | 0.4960 | 0.7598 | 0.8717 |
622
+ | 0.0601 | 27.8537 | 1142 | 0.8153 | 0.4588 | 0.8153 | 0.9029 |
623
+ | 0.0601 | 27.9024 | 1144 | 0.8460 | 0.4334 | 0.8460 | 0.9198 |
624
+ | 0.0601 | 27.9512 | 1146 | 0.8471 | 0.4588 | 0.8471 | 0.9204 |
625
+ | 0.0601 | 28.0 | 1148 | 0.8320 | 0.4588 | 0.8320 | 0.9122 |
626
 
627
 
628
  ### Framework versions