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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_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: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_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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- # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_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: 0.8474
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- - Qwk: 0.4570
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- - Mse: 0.8474
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- - Rmse: 0.9205
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  ## Model description
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@@ -47,475 +47,263 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:------:|:------:|:------:|
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- | No log | 0.0294 | 2 | 4.3801 | 0.0163 | 4.3801 | 2.0929 |
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- | No log | 0.0588 | 4 | 2.3695 | 0.0920 | 2.3695 | 1.5393 |
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- | No log | 0.0882 | 6 | 1.5153 | 0.0372 | 1.5153 | 1.2310 |
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- | No log | 0.1176 | 8 | 1.1594 | 0.2509 | 1.1594 | 1.0767 |
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- | No log | 0.1471 | 10 | 1.2308 | 0.0671 | 1.2308 | 1.1094 |
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- | No log | 0.1765 | 12 | 1.2713 | 0.1480 | 1.2713 | 1.1275 |
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- | No log | 0.2059 | 14 | 1.2875 | 0.0847 | 1.2875 | 1.1347 |
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- | No log | 0.2353 | 16 | 1.2865 | 0.1176 | 1.2865 | 1.1342 |
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- | No log | 0.2647 | 18 | 1.3016 | 0.1853 | 1.3016 | 1.1409 |
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- | No log | 0.2941 | 20 | 1.1811 | 0.2673 | 1.1811 | 1.0868 |
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- | No log | 0.3235 | 22 | 1.1568 | 0.1655 | 1.1568 | 1.0755 |
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- | No log | 0.3529 | 24 | 1.0599 | 0.4019 | 1.0599 | 1.0295 |
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- | No log | 0.3824 | 26 | 1.0503 | 0.3308 | 1.0503 | 1.0249 |
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- | No log | 0.4118 | 28 | 0.9648 | 0.4280 | 0.9648 | 0.9823 |
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- | No log | 0.4412 | 30 | 1.2063 | 0.2690 | 1.2063 | 1.0983 |
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- | No log | 0.4706 | 32 | 1.2963 | 0.3025 | 1.2963 | 1.1386 |
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- | No log | 0.5 | 34 | 0.9526 | 0.3852 | 0.9526 | 0.9760 |
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- | No log | 0.5294 | 36 | 0.8644 | 0.4998 | 0.8644 | 0.9297 |
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- | No log | 0.5588 | 38 | 0.8753 | 0.5320 | 0.8753 | 0.9356 |
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- | No log | 0.5882 | 40 | 0.8067 | 0.4771 | 0.8067 | 0.8981 |
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- | No log | 0.6176 | 42 | 1.2540 | 0.3310 | 1.2540 | 1.1198 |
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- | No log | 0.6471 | 44 | 1.6993 | 0.2944 | 1.6993 | 1.3036 |
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- | No log | 0.6765 | 46 | 1.5351 | 0.2641 | 1.5351 | 1.2390 |
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- | No log | 0.7059 | 48 | 0.9503 | 0.4629 | 0.9503 | 0.9748 |
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- | No log | 0.7353 | 50 | 0.8892 | 0.4503 | 0.8892 | 0.9430 |
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- | No log | 0.7647 | 52 | 0.9138 | 0.4503 | 0.9138 | 0.9559 |
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- | No log | 0.7941 | 54 | 0.9695 | 0.4033 | 0.9695 | 0.9847 |
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- | No log | 0.8235 | 56 | 0.9075 | 0.5397 | 0.9075 | 0.9526 |
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- | No log | 0.8529 | 58 | 1.0743 | 0.3941 | 1.0743 | 1.0365 |
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- | No log | 0.8824 | 60 | 1.0148 | 0.5051 | 1.0148 | 1.0074 |
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- | No log | 0.9118 | 62 | 1.0901 | 0.3925 | 1.0901 | 1.0441 |
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- | No log | 0.9412 | 64 | 1.2378 | 0.4616 | 1.2378 | 1.1126 |
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- | No log | 0.9706 | 66 | 1.1210 | 0.4283 | 1.1210 | 1.0588 |
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- | No log | 1.0 | 68 | 1.1827 | 0.4493 | 1.1827 | 1.0875 |
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- | No log | 1.0294 | 70 | 1.0409 | 0.5146 | 1.0409 | 1.0202 |
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- | No log | 1.0588 | 72 | 0.9893 | 0.4972 | 0.9893 | 0.9946 |
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- | No log | 1.0882 | 74 | 0.9055 | 0.5187 | 0.9055 | 0.9516 |
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- | No log | 1.1176 | 76 | 0.9343 | 0.5290 | 0.9343 | 0.9666 |
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- | No log | 1.1471 | 78 | 0.8622 | 0.5251 | 0.8622 | 0.9285 |
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- | No log | 1.1765 | 80 | 0.8119 | 0.5980 | 0.8119 | 0.9010 |
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- | No log | 1.2059 | 82 | 0.8261 | 0.5337 | 0.8261 | 0.9089 |
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- | No log | 1.2353 | 84 | 0.8923 | 0.5203 | 0.8923 | 0.9446 |
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- | No log | 1.2647 | 86 | 0.8948 | 0.5203 | 0.8948 | 0.9459 |
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- | No log | 1.2941 | 88 | 0.8147 | 0.5246 | 0.8147 | 0.9026 |
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- | No log | 1.3235 | 90 | 0.8042 | 0.5946 | 0.8042 | 0.8968 |
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- | No log | 1.3529 | 92 | 0.8401 | 0.5229 | 0.8401 | 0.9166 |
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- | No log | 1.3824 | 94 | 0.8616 | 0.5482 | 0.8616 | 0.9282 |
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- | No log | 1.4118 | 96 | 0.8471 | 0.5229 | 0.8471 | 0.9204 |
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- | No log | 1.4412 | 98 | 0.8449 | 0.5657 | 0.8449 | 0.9192 |
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- | No log | 1.4706 | 100 | 0.9154 | 0.5659 | 0.9154 | 0.9568 |
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- | No log | 1.5 | 102 | 0.9456 | 0.5273 | 0.9456 | 0.9724 |
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- | No log | 1.5294 | 104 | 0.8773 | 0.5350 | 0.8773 | 0.9366 |
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- | No log | 1.5588 | 106 | 0.9429 | 0.4834 | 0.9429 | 0.9710 |
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- | No log | 1.5882 | 108 | 0.9860 | 0.4855 | 0.9860 | 0.9930 |
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- | No log | 1.6176 | 110 | 0.8856 | 0.5143 | 0.8856 | 0.9410 |
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- | No log | 1.6471 | 112 | 0.9456 | 0.5706 | 0.9456 | 0.9724 |
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- | No log | 1.6765 | 114 | 1.1449 | 0.5201 | 1.1449 | 1.0700 |
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- | No log | 1.7059 | 116 | 1.1972 | 0.5229 | 1.1972 | 1.0942 |
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- | No log | 1.7353 | 118 | 0.9447 | 0.5540 | 0.9447 | 0.9720 |
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- | No log | 1.7647 | 120 | 0.8628 | 0.5703 | 0.8628 | 0.9289 |
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- | No log | 1.7941 | 122 | 0.9927 | 0.4269 | 0.9927 | 0.9964 |
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- | No log | 1.8235 | 124 | 0.8649 | 0.4991 | 0.8649 | 0.9300 |
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- | No log | 1.8529 | 126 | 0.8097 | 0.4995 | 0.8097 | 0.8998 |
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- | No log | 1.8824 | 128 | 0.8630 | 0.5690 | 0.8630 | 0.9290 |
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- | No log | 1.9118 | 130 | 0.8175 | 0.5690 | 0.8175 | 0.9041 |
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- | No log | 1.9412 | 132 | 0.7580 | 0.5420 | 0.7580 | 0.8706 |
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- | No log | 1.9706 | 134 | 0.9733 | 0.4921 | 0.9733 | 0.9866 |
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- | No log | 2.0 | 136 | 1.1231 | 0.4786 | 1.1231 | 1.0598 |
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- | No log | 2.0294 | 138 | 0.9618 | 0.5380 | 0.9618 | 0.9807 |
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- | No log | 2.0588 | 140 | 0.7740 | 0.5244 | 0.7740 | 0.8797 |
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- | No log | 2.0882 | 142 | 0.8278 | 0.5700 | 0.8278 | 0.9098 |
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- | No log | 2.1176 | 144 | 0.8550 | 0.5977 | 0.8550 | 0.9246 |
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- | No log | 2.1471 | 146 | 0.8318 | 0.5922 | 0.8318 | 0.9120 |
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- | No log | 2.1765 | 148 | 0.8330 | 0.5469 | 0.8330 | 0.9127 |
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- | No log | 2.2059 | 150 | 0.8478 | 0.4925 | 0.8478 | 0.9208 |
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- | No log | 2.2353 | 152 | 0.8442 | 0.5294 | 0.8442 | 0.9188 |
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- | No log | 2.2647 | 154 | 0.8365 | 0.5621 | 0.8365 | 0.9146 |
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- | No log | 2.2941 | 156 | 0.8440 | 0.5775 | 0.8440 | 0.9187 |
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- | No log | 2.3235 | 158 | 0.8482 | 0.6012 | 0.8482 | 0.9210 |
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- | No log | 2.3529 | 160 | 0.7801 | 0.5806 | 0.7801 | 0.8832 |
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- | No log | 2.3824 | 162 | 0.7660 | 0.5756 | 0.7660 | 0.8752 |
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- | No log | 2.4118 | 164 | 0.7825 | 0.5861 | 0.7825 | 0.8846 |
134
- | No log | 2.4412 | 166 | 0.7689 | 0.5866 | 0.7689 | 0.8769 |
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- | No log | 2.4706 | 168 | 0.7761 | 0.5489 | 0.7761 | 0.8810 |
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- | No log | 2.5 | 170 | 0.7338 | 0.5905 | 0.7338 | 0.8566 |
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- | No log | 2.5294 | 172 | 0.7067 | 0.5392 | 0.7067 | 0.8406 |
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- | No log | 2.5588 | 174 | 0.7217 | 0.5756 | 0.7217 | 0.8495 |
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- | No log | 2.5882 | 176 | 0.8107 | 0.5353 | 0.8107 | 0.9004 |
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- | No log | 2.6176 | 178 | 0.7998 | 0.5077 | 0.7998 | 0.8943 |
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- | No log | 2.6471 | 180 | 0.7476 | 0.4686 | 0.7476 | 0.8646 |
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- | No log | 2.6765 | 182 | 0.7501 | 0.4578 | 0.7501 | 0.8661 |
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- | No log | 2.7059 | 184 | 0.7116 | 0.4926 | 0.7116 | 0.8436 |
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- | No log | 2.7353 | 186 | 0.7209 | 0.6064 | 0.7209 | 0.8491 |
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- | No log | 2.7647 | 188 | 0.8992 | 0.6159 | 0.8992 | 0.9483 |
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- | No log | 2.7941 | 190 | 0.9451 | 0.6303 | 0.9451 | 0.9721 |
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- | No log | 2.8235 | 192 | 0.8843 | 0.6303 | 0.8843 | 0.9404 |
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- | No log | 2.8529 | 194 | 0.7340 | 0.6209 | 0.7340 | 0.8568 |
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- | No log | 2.8824 | 196 | 0.7194 | 0.5410 | 0.7194 | 0.8482 |
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- | No log | 2.9118 | 198 | 0.7260 | 0.5766 | 0.7260 | 0.8521 |
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- | No log | 2.9412 | 200 | 0.7331 | 0.5966 | 0.7331 | 0.8562 |
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- | No log | 2.9706 | 202 | 0.7288 | 0.6029 | 0.7288 | 0.8537 |
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- | No log | 3.0 | 204 | 0.7370 | 0.5557 | 0.7370 | 0.8585 |
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- | No log | 3.0294 | 206 | 0.7321 | 0.5607 | 0.7321 | 0.8556 |
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- | No log | 3.0588 | 208 | 0.7403 | 0.5382 | 0.7403 | 0.8604 |
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- | No log | 3.0882 | 210 | 0.7105 | 0.6141 | 0.7105 | 0.8429 |
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- | No log | 3.1176 | 212 | 0.7410 | 0.5648 | 0.7410 | 0.8608 |
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- | No log | 3.1471 | 214 | 0.7668 | 0.5009 | 0.7668 | 0.8757 |
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- | No log | 3.1765 | 216 | 0.9072 | 0.4537 | 0.9072 | 0.9525 |
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- | No log | 3.2059 | 218 | 0.8909 | 0.4283 | 0.8909 | 0.9439 |
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- | No log | 3.2353 | 220 | 0.8561 | 0.5022 | 0.8561 | 0.9253 |
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- | No log | 3.2647 | 222 | 0.7726 | 0.5763 | 0.7726 | 0.8790 |
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- | No log | 3.2941 | 224 | 0.8104 | 0.5256 | 0.8104 | 0.9002 |
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- | No log | 3.3235 | 226 | 0.8160 | 0.5684 | 0.8160 | 0.9033 |
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- | No log | 3.3529 | 228 | 0.8114 | 0.5260 | 0.8114 | 0.9008 |
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- | No log | 3.3824 | 230 | 0.8283 | 0.5684 | 0.8283 | 0.9101 |
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- | No log | 3.4118 | 232 | 0.8617 | 0.5695 | 0.8617 | 0.9283 |
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- | No log | 3.4412 | 234 | 1.0066 | 0.4681 | 1.0066 | 1.0033 |
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- | No log | 3.4706 | 236 | 1.1353 | 0.4516 | 1.1353 | 1.0655 |
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- | No log | 3.5 | 238 | 1.0343 | 0.5052 | 1.0343 | 1.0170 |
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- | No log | 3.5294 | 240 | 0.8486 | 0.5806 | 0.8486 | 0.9212 |
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- | No log | 3.5588 | 242 | 0.8420 | 0.5149 | 0.8420 | 0.9176 |
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- | No log | 3.5882 | 244 | 0.8915 | 0.4309 | 0.8915 | 0.9442 |
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- | No log | 3.6176 | 246 | 0.8717 | 0.5261 | 0.8717 | 0.9337 |
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- | No log | 3.6471 | 248 | 0.8548 | 0.5667 | 0.8548 | 0.9245 |
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- | No log | 3.6765 | 250 | 0.8823 | 0.5774 | 0.8823 | 0.9393 |
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- | No log | 3.7059 | 252 | 0.8558 | 0.5881 | 0.8558 | 0.9251 |
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- | No log | 3.7353 | 254 | 0.8215 | 0.5525 | 0.8215 | 0.9063 |
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- | No log | 3.7647 | 256 | 0.8247 | 0.5635 | 0.8247 | 0.9081 |
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- | No log | 3.7941 | 258 | 0.8202 | 0.5370 | 0.8202 | 0.9056 |
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- | No log | 3.8235 | 260 | 0.8130 | 0.5205 | 0.8130 | 0.9017 |
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- | No log | 3.8529 | 262 | 0.8113 | 0.5196 | 0.8113 | 0.9007 |
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- | No log | 3.8824 | 264 | 0.8108 | 0.5232 | 0.8108 | 0.9004 |
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- | No log | 3.9118 | 266 | 0.8101 | 0.4792 | 0.8101 | 0.9001 |
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- | No log | 3.9412 | 268 | 0.8118 | 0.4803 | 0.8118 | 0.9010 |
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- | No log | 3.9706 | 270 | 0.8148 | 0.5195 | 0.8148 | 0.9027 |
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- | No log | 4.0 | 272 | 0.8311 | 0.4494 | 0.8311 | 0.9117 |
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- | No log | 4.0294 | 274 | 0.8288 | 0.4737 | 0.8288 | 0.9104 |
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- | No log | 4.0588 | 276 | 0.8175 | 0.5553 | 0.8175 | 0.9042 |
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- | No log | 4.0882 | 278 | 0.8806 | 0.5430 | 0.8806 | 0.9384 |
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- | No log | 4.1176 | 280 | 0.9019 | 0.4372 | 0.9019 | 0.9497 |
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- | No log | 4.1471 | 282 | 0.9300 | 0.4426 | 0.9300 | 0.9644 |
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- | No log | 4.1765 | 284 | 0.8705 | 0.3975 | 0.8705 | 0.9330 |
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- | No log | 4.2059 | 286 | 0.8305 | 0.4563 | 0.8305 | 0.9113 |
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- | No log | 4.2353 | 288 | 0.8100 | 0.4397 | 0.8100 | 0.9000 |
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- | No log | 4.2647 | 290 | 0.7726 | 0.5107 | 0.7726 | 0.8790 |
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- | No log | 4.2941 | 292 | 0.7351 | 0.6019 | 0.7351 | 0.8574 |
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- | No log | 4.3235 | 294 | 0.7306 | 0.5923 | 0.7306 | 0.8547 |
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- | No log | 4.3529 | 296 | 0.7810 | 0.5981 | 0.7810 | 0.8837 |
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- | No log | 4.3824 | 298 | 0.7927 | 0.5934 | 0.7927 | 0.8904 |
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- | No log | 4.4118 | 300 | 0.7419 | 0.5851 | 0.7419 | 0.8613 |
202
- | No log | 4.4412 | 302 | 0.7500 | 0.5746 | 0.7500 | 0.8660 |
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- | No log | 4.4706 | 304 | 0.7333 | 0.5885 | 0.7333 | 0.8563 |
204
- | No log | 4.5 | 306 | 0.7275 | 0.5956 | 0.7275 | 0.8529 |
205
- | No log | 4.5294 | 308 | 0.7452 | 0.5304 | 0.7452 | 0.8632 |
206
- | No log | 4.5588 | 310 | 0.7556 | 0.5304 | 0.7556 | 0.8693 |
207
- | No log | 4.5882 | 312 | 0.7943 | 0.4893 | 0.7943 | 0.8912 |
208
- | No log | 4.6176 | 314 | 0.7804 | 0.5042 | 0.7804 | 0.8834 |
209
- | No log | 4.6471 | 316 | 0.8354 | 0.5272 | 0.8354 | 0.9140 |
210
- | No log | 4.6765 | 318 | 0.8598 | 0.5157 | 0.8598 | 0.9272 |
211
- | No log | 4.7059 | 320 | 0.8863 | 0.5014 | 0.8863 | 0.9415 |
212
- | No log | 4.7353 | 322 | 0.8499 | 0.4970 | 0.8499 | 0.9219 |
213
- | No log | 4.7647 | 324 | 0.8151 | 0.4377 | 0.8151 | 0.9029 |
214
- | No log | 4.7941 | 326 | 0.8290 | 0.4515 | 0.8290 | 0.9105 |
215
- | No log | 4.8235 | 328 | 0.8778 | 0.4646 | 0.8778 | 0.9369 |
216
- | No log | 4.8529 | 330 | 0.8949 | 0.4898 | 0.8949 | 0.9460 |
217
- | No log | 4.8824 | 332 | 0.8713 | 0.5391 | 0.8713 | 0.9334 |
218
- | No log | 4.9118 | 334 | 0.8262 | 0.4734 | 0.8262 | 0.9089 |
219
- | No log | 4.9412 | 336 | 0.7975 | 0.4908 | 0.7975 | 0.8930 |
220
- | No log | 4.9706 | 338 | 0.7986 | 0.4724 | 0.7986 | 0.8937 |
221
- | No log | 5.0 | 340 | 0.7807 | 0.4920 | 0.7807 | 0.8836 |
222
- | No log | 5.0294 | 342 | 0.8086 | 0.5648 | 0.8086 | 0.8992 |
223
- | No log | 5.0588 | 344 | 0.9033 | 0.5536 | 0.9033 | 0.9504 |
224
- | No log | 5.0882 | 346 | 1.0590 | 0.5199 | 1.0590 | 1.0291 |
225
- | No log | 5.1176 | 348 | 1.1021 | 0.5091 | 1.1021 | 1.0498 |
226
- | No log | 5.1471 | 350 | 0.9093 | 0.5548 | 0.9093 | 0.9536 |
227
- | No log | 5.1765 | 352 | 0.7503 | 0.6129 | 0.7503 | 0.8662 |
228
- | No log | 5.2059 | 354 | 0.7675 | 0.5022 | 0.7675 | 0.8761 |
229
- | No log | 5.2353 | 356 | 0.7961 | 0.5366 | 0.7961 | 0.8923 |
230
- | No log | 5.2647 | 358 | 0.7310 | 0.5263 | 0.7310 | 0.8550 |
231
- | No log | 5.2941 | 360 | 0.7189 | 0.5766 | 0.7189 | 0.8479 |
232
- | No log | 5.3235 | 362 | 0.7178 | 0.5718 | 0.7178 | 0.8472 |
233
- | No log | 5.3529 | 364 | 0.7328 | 0.6140 | 0.7328 | 0.8560 |
234
- | No log | 5.3824 | 366 | 0.7253 | 0.6235 | 0.7253 | 0.8516 |
235
- | No log | 5.4118 | 368 | 0.7189 | 0.6266 | 0.7189 | 0.8479 |
236
- | No log | 5.4412 | 370 | 0.6930 | 0.6154 | 0.6930 | 0.8325 |
237
- | No log | 5.4706 | 372 | 0.7581 | 0.5455 | 0.7581 | 0.8707 |
238
- | No log | 5.5 | 374 | 0.8872 | 0.4415 | 0.8872 | 0.9419 |
239
- | No log | 5.5294 | 376 | 0.8275 | 0.4415 | 0.8275 | 0.9097 |
240
- | No log | 5.5588 | 378 | 0.7021 | 0.5984 | 0.7021 | 0.8379 |
241
- | No log | 5.5882 | 380 | 0.7743 | 0.5940 | 0.7743 | 0.8799 |
242
- | No log | 5.6176 | 382 | 1.0112 | 0.5335 | 1.0112 | 1.0056 |
243
- | No log | 5.6471 | 384 | 1.0372 | 0.5312 | 1.0372 | 1.0184 |
244
- | No log | 5.6765 | 386 | 0.9085 | 0.5526 | 0.9085 | 0.9531 |
245
- | No log | 5.7059 | 388 | 0.7926 | 0.5447 | 0.7926 | 0.8903 |
246
- | No log | 5.7353 | 390 | 0.7486 | 0.5732 | 0.7486 | 0.8652 |
247
- | No log | 5.7647 | 392 | 0.8081 | 0.4439 | 0.8081 | 0.8989 |
248
- | No log | 5.7941 | 394 | 0.8673 | 0.4733 | 0.8673 | 0.9313 |
249
- | No log | 5.8235 | 396 | 0.8094 | 0.4563 | 0.8094 | 0.8997 |
250
- | No log | 5.8529 | 398 | 0.7410 | 0.5429 | 0.7410 | 0.8608 |
251
- | No log | 5.8824 | 400 | 0.7392 | 0.6711 | 0.7392 | 0.8597 |
252
- | No log | 5.9118 | 402 | 0.7448 | 0.6355 | 0.7448 | 0.8630 |
253
- | No log | 5.9412 | 404 | 0.7160 | 0.6383 | 0.7160 | 0.8462 |
254
- | No log | 5.9706 | 406 | 0.7471 | 0.5837 | 0.7471 | 0.8644 |
255
- | No log | 6.0 | 408 | 0.8253 | 0.4415 | 0.8253 | 0.9084 |
256
- | No log | 6.0294 | 410 | 0.7906 | 0.5431 | 0.7906 | 0.8892 |
257
- | No log | 6.0588 | 412 | 0.7130 | 0.6249 | 0.7130 | 0.8444 |
258
- | No log | 6.0882 | 414 | 0.7532 | 0.5731 | 0.7532 | 0.8679 |
259
- | No log | 6.1176 | 416 | 0.7751 | 0.5673 | 0.7751 | 0.8804 |
260
- | No log | 6.1471 | 418 | 0.7815 | 0.5521 | 0.7815 | 0.8840 |
261
- | No log | 6.1765 | 420 | 0.7659 | 0.5477 | 0.7659 | 0.8751 |
262
- | No log | 6.2059 | 422 | 0.7568 | 0.5648 | 0.7568 | 0.8699 |
263
- | No log | 6.2353 | 424 | 0.7593 | 0.5787 | 0.7593 | 0.8714 |
264
- | No log | 6.2647 | 426 | 0.7985 | 0.5069 | 0.7985 | 0.8936 |
265
- | No log | 6.2941 | 428 | 0.7791 | 0.5759 | 0.7791 | 0.8827 |
266
- | No log | 6.3235 | 430 | 0.7667 | 0.5681 | 0.7667 | 0.8756 |
267
- | No log | 6.3529 | 432 | 0.8580 | 0.5682 | 0.8580 | 0.9263 |
268
- | No log | 6.3824 | 434 | 0.9700 | 0.4906 | 0.9700 | 0.9849 |
269
- | No log | 6.4118 | 436 | 0.9480 | 0.4817 | 0.9480 | 0.9736 |
270
- | No log | 6.4412 | 438 | 0.8875 | 0.4028 | 0.8875 | 0.9421 |
271
- | No log | 6.4706 | 440 | 0.8056 | 0.4385 | 0.8056 | 0.8975 |
272
- | No log | 6.5 | 442 | 0.7668 | 0.4960 | 0.7668 | 0.8757 |
273
- | No log | 6.5294 | 444 | 0.7589 | 0.5357 | 0.7589 | 0.8712 |
274
- | No log | 6.5588 | 446 | 0.7404 | 0.5508 | 0.7404 | 0.8605 |
275
- | No log | 6.5882 | 448 | 0.7283 | 0.5408 | 0.7283 | 0.8534 |
276
- | No log | 6.6176 | 450 | 0.7579 | 0.5979 | 0.7579 | 0.8706 |
277
- | No log | 6.6471 | 452 | 0.8547 | 0.6362 | 0.8547 | 0.9245 |
278
- | No log | 6.6765 | 454 | 0.8992 | 0.5969 | 0.8992 | 0.9483 |
279
- | No log | 6.7059 | 456 | 0.8715 | 0.5926 | 0.8715 | 0.9336 |
280
- | No log | 6.7353 | 458 | 0.8399 | 0.5624 | 0.8399 | 0.9165 |
281
- | No log | 6.7647 | 460 | 0.8388 | 0.5470 | 0.8388 | 0.9158 |
282
- | No log | 6.7941 | 462 | 0.8315 | 0.5700 | 0.8315 | 0.9119 |
283
- | No log | 6.8235 | 464 | 0.7886 | 0.5569 | 0.7886 | 0.8880 |
284
- | No log | 6.8529 | 466 | 0.7672 | 0.4331 | 0.7672 | 0.8759 |
285
- | No log | 6.8824 | 468 | 0.8484 | 0.4755 | 0.8484 | 0.9211 |
286
- | No log | 6.9118 | 470 | 0.8563 | 0.4755 | 0.8563 | 0.9254 |
287
- | No log | 6.9412 | 472 | 0.7919 | 0.4752 | 0.7919 | 0.8899 |
288
- | No log | 6.9706 | 474 | 0.7491 | 0.5741 | 0.7491 | 0.8655 |
289
- | No log | 7.0 | 476 | 0.7807 | 0.5291 | 0.7807 | 0.8836 |
290
- | No log | 7.0294 | 478 | 0.8198 | 0.5585 | 0.8198 | 0.9054 |
291
- | No log | 7.0588 | 480 | 0.7970 | 0.5451 | 0.7970 | 0.8928 |
292
- | No log | 7.0882 | 482 | 0.7825 | 0.5125 | 0.7825 | 0.8846 |
293
- | No log | 7.1176 | 484 | 0.7932 | 0.5061 | 0.7932 | 0.8906 |
294
- | No log | 7.1471 | 486 | 0.7877 | 0.4960 | 0.7877 | 0.8875 |
295
- | No log | 7.1765 | 488 | 0.7768 | 0.5308 | 0.7768 | 0.8814 |
296
- | No log | 7.2059 | 490 | 0.7854 | 0.5519 | 0.7854 | 0.8862 |
297
- | No log | 7.2353 | 492 | 0.7698 | 0.5610 | 0.7698 | 0.8774 |
298
- | No log | 7.2647 | 494 | 0.7549 | 0.6064 | 0.7549 | 0.8689 |
299
- | No log | 7.2941 | 496 | 0.7448 | 0.5370 | 0.7448 | 0.8630 |
300
- | No log | 7.3235 | 498 | 0.7632 | 0.5132 | 0.7632 | 0.8736 |
301
- | 0.3004 | 7.3529 | 500 | 0.7677 | 0.4898 | 0.7677 | 0.8762 |
302
- | 0.3004 | 7.3824 | 502 | 0.7719 | 0.5283 | 0.7719 | 0.8786 |
303
- | 0.3004 | 7.4118 | 504 | 0.7950 | 0.5279 | 0.7950 | 0.8916 |
304
- | 0.3004 | 7.4412 | 506 | 0.8760 | 0.5430 | 0.8760 | 0.9360 |
305
- | 0.3004 | 7.4706 | 508 | 0.9294 | 0.5301 | 0.9294 | 0.9640 |
306
- | 0.3004 | 7.5 | 510 | 0.9032 | 0.5578 | 0.9032 | 0.9504 |
307
- | 0.3004 | 7.5294 | 512 | 0.7933 | 0.5698 | 0.7933 | 0.8906 |
308
- | 0.3004 | 7.5588 | 514 | 0.7548 | 0.5294 | 0.7548 | 0.8688 |
309
- | 0.3004 | 7.5882 | 516 | 0.7814 | 0.5161 | 0.7814 | 0.8840 |
310
- | 0.3004 | 7.6176 | 518 | 0.7732 | 0.5144 | 0.7732 | 0.8793 |
311
- | 0.3004 | 7.6471 | 520 | 0.7621 | 0.5307 | 0.7621 | 0.8730 |
312
- | 0.3004 | 7.6765 | 522 | 0.7654 | 0.5648 | 0.7654 | 0.8749 |
313
- | 0.3004 | 7.7059 | 524 | 0.7994 | 0.5868 | 0.7994 | 0.8941 |
314
- | 0.3004 | 7.7353 | 526 | 0.8878 | 0.5145 | 0.8878 | 0.9422 |
315
- | 0.3004 | 7.7647 | 528 | 0.9118 | 0.5145 | 0.9118 | 0.9549 |
316
- | 0.3004 | 7.7941 | 530 | 0.8809 | 0.5176 | 0.8809 | 0.9386 |
317
- | 0.3004 | 7.8235 | 532 | 0.8030 | 0.5662 | 0.8030 | 0.8961 |
318
- | 0.3004 | 7.8529 | 534 | 0.7810 | 0.5387 | 0.7810 | 0.8837 |
319
- | 0.3004 | 7.8824 | 536 | 0.8126 | 0.4730 | 0.8126 | 0.9014 |
320
- | 0.3004 | 7.9118 | 538 | 0.8003 | 0.4815 | 0.8003 | 0.8946 |
321
- | 0.3004 | 7.9412 | 540 | 0.7875 | 0.5381 | 0.7875 | 0.8874 |
322
- | 0.3004 | 7.9706 | 542 | 0.8155 | 0.5352 | 0.8155 | 0.9031 |
323
- | 0.3004 | 8.0 | 544 | 0.8890 | 0.5473 | 0.8890 | 0.9428 |
324
- | 0.3004 | 8.0294 | 546 | 0.9125 | 0.5430 | 0.9125 | 0.9553 |
325
- | 0.3004 | 8.0588 | 548 | 0.8966 | 0.5649 | 0.8966 | 0.9469 |
326
- | 0.3004 | 8.0882 | 550 | 0.8660 | 0.5700 | 0.8660 | 0.9306 |
327
- | 0.3004 | 8.1176 | 552 | 0.8293 | 0.5267 | 0.8293 | 0.9107 |
328
- | 0.3004 | 8.1471 | 554 | 0.8287 | 0.5315 | 0.8287 | 0.9103 |
329
- | 0.3004 | 8.1765 | 556 | 0.8327 | 0.5073 | 0.8327 | 0.9125 |
330
- | 0.3004 | 8.2059 | 558 | 0.8496 | 0.5248 | 0.8496 | 0.9217 |
331
- | 0.3004 | 8.2353 | 560 | 0.8849 | 0.5291 | 0.8849 | 0.9407 |
332
- | 0.3004 | 8.2647 | 562 | 0.8964 | 0.5136 | 0.8964 | 0.9468 |
333
- | 0.3004 | 8.2941 | 564 | 0.8826 | 0.4934 | 0.8826 | 0.9395 |
334
- | 0.3004 | 8.3235 | 566 | 0.8906 | 0.5136 | 0.8906 | 0.9437 |
335
- | 0.3004 | 8.3529 | 568 | 0.8932 | 0.5102 | 0.8932 | 0.9451 |
336
- | 0.3004 | 8.3824 | 570 | 0.9047 | 0.4956 | 0.9047 | 0.9511 |
337
- | 0.3004 | 8.4118 | 572 | 0.9499 | 0.5515 | 0.9499 | 0.9747 |
338
- | 0.3004 | 8.4412 | 574 | 0.9697 | 0.5068 | 0.9697 | 0.9847 |
339
- | 0.3004 | 8.4706 | 576 | 0.8982 | 0.4956 | 0.8982 | 0.9477 |
340
- | 0.3004 | 8.5 | 578 | 0.8373 | 0.5451 | 0.8373 | 0.9150 |
341
- | 0.3004 | 8.5294 | 580 | 0.8347 | 0.5474 | 0.8347 | 0.9136 |
342
- | 0.3004 | 8.5588 | 582 | 0.8323 | 0.5474 | 0.8323 | 0.9123 |
343
- | 0.3004 | 8.5882 | 584 | 0.8658 | 0.5175 | 0.8658 | 0.9305 |
344
- | 0.3004 | 8.6176 | 586 | 0.8839 | 0.5333 | 0.8839 | 0.9402 |
345
- | 0.3004 | 8.6471 | 588 | 0.8635 | 0.5537 | 0.8635 | 0.9292 |
346
- | 0.3004 | 8.6765 | 590 | 0.8072 | 0.5352 | 0.8072 | 0.8985 |
347
- | 0.3004 | 8.7059 | 592 | 0.8026 | 0.5028 | 0.8026 | 0.8959 |
348
- | 0.3004 | 8.7353 | 594 | 0.8249 | 0.4757 | 0.8249 | 0.9082 |
349
- | 0.3004 | 8.7647 | 596 | 0.8672 | 0.5396 | 0.8672 | 0.9312 |
350
- | 0.3004 | 8.7941 | 598 | 0.8435 | 0.4820 | 0.8435 | 0.9184 |
351
- | 0.3004 | 8.8235 | 600 | 0.8043 | 0.4734 | 0.8043 | 0.8968 |
352
- | 0.3004 | 8.8529 | 602 | 0.7873 | 0.5345 | 0.7873 | 0.8873 |
353
- | 0.3004 | 8.8824 | 604 | 0.8025 | 0.5700 | 0.8025 | 0.8958 |
354
- | 0.3004 | 8.9118 | 606 | 0.8155 | 0.5380 | 0.8155 | 0.9030 |
355
- | 0.3004 | 8.9412 | 608 | 0.8383 | 0.5561 | 0.8383 | 0.9156 |
356
- | 0.3004 | 8.9706 | 610 | 0.8152 | 0.6066 | 0.8152 | 0.9029 |
357
- | 0.3004 | 9.0 | 612 | 0.8490 | 0.5871 | 0.8490 | 0.9214 |
358
- | 0.3004 | 9.0294 | 614 | 0.9381 | 0.5772 | 0.9381 | 0.9685 |
359
- | 0.3004 | 9.0588 | 616 | 1.0016 | 0.5591 | 1.0016 | 1.0008 |
360
- | 0.3004 | 9.0882 | 618 | 0.9601 | 0.5294 | 0.9601 | 0.9799 |
361
- | 0.3004 | 9.1176 | 620 | 0.8844 | 0.4969 | 0.8844 | 0.9404 |
362
- | 0.3004 | 9.1471 | 622 | 0.8224 | 0.5408 | 0.8224 | 0.9069 |
363
- | 0.3004 | 9.1765 | 624 | 0.7931 | 0.5556 | 0.7931 | 0.8906 |
364
- | 0.3004 | 9.2059 | 626 | 0.7912 | 0.5683 | 0.7912 | 0.8895 |
365
- | 0.3004 | 9.2353 | 628 | 0.8172 | 0.5779 | 0.8172 | 0.9040 |
366
- | 0.3004 | 9.2647 | 630 | 0.9046 | 0.5980 | 0.9046 | 0.9511 |
367
- | 0.3004 | 9.2941 | 632 | 1.0309 | 0.5748 | 1.0309 | 1.0153 |
368
- | 0.3004 | 9.3235 | 634 | 1.0412 | 0.5547 | 1.0412 | 1.0204 |
369
- | 0.3004 | 9.3529 | 636 | 0.9473 | 0.5661 | 0.9473 | 0.9733 |
370
- | 0.3004 | 9.3824 | 638 | 0.8469 | 0.4927 | 0.8469 | 0.9203 |
371
- | 0.3004 | 9.4118 | 640 | 0.7996 | 0.5777 | 0.7996 | 0.8942 |
372
- | 0.3004 | 9.4412 | 642 | 0.7946 | 0.5596 | 0.7946 | 0.8914 |
373
- | 0.3004 | 9.4706 | 644 | 0.7956 | 0.5596 | 0.7956 | 0.8920 |
374
- | 0.3004 | 9.5 | 646 | 0.8000 | 0.5474 | 0.8000 | 0.8944 |
375
- | 0.3004 | 9.5294 | 648 | 0.8156 | 0.5331 | 0.8156 | 0.9031 |
376
- | 0.3004 | 9.5588 | 650 | 0.8316 | 0.5175 | 0.8316 | 0.9119 |
377
- | 0.3004 | 9.5882 | 652 | 0.8471 | 0.5339 | 0.8471 | 0.9204 |
378
- | 0.3004 | 9.6176 | 654 | 0.8355 | 0.5291 | 0.8355 | 0.9141 |
379
- | 0.3004 | 9.6471 | 656 | 0.8121 | 0.5545 | 0.8121 | 0.9011 |
380
- | 0.3004 | 9.6765 | 658 | 0.8054 | 0.5267 | 0.8054 | 0.8975 |
381
- | 0.3004 | 9.7059 | 660 | 0.8067 | 0.5437 | 0.8067 | 0.8981 |
382
- | 0.3004 | 9.7353 | 662 | 0.7888 | 0.5596 | 0.7888 | 0.8881 |
383
- | 0.3004 | 9.7647 | 664 | 0.7965 | 0.5607 | 0.7965 | 0.8925 |
384
- | 0.3004 | 9.7941 | 666 | 0.8341 | 0.4806 | 0.8341 | 0.9133 |
385
- | 0.3004 | 9.8235 | 668 | 0.8113 | 0.4993 | 0.8113 | 0.9007 |
386
- | 0.3004 | 9.8529 | 670 | 0.7881 | 0.5137 | 0.7881 | 0.8877 |
387
- | 0.3004 | 9.8824 | 672 | 0.8101 | 0.5543 | 0.8101 | 0.9000 |
388
- | 0.3004 | 9.9118 | 674 | 0.8962 | 0.5313 | 0.8962 | 0.9467 |
389
- | 0.3004 | 9.9412 | 676 | 0.9596 | 0.5465 | 0.9596 | 0.9796 |
390
- | 0.3004 | 9.9706 | 678 | 0.9873 | 0.5529 | 0.9873 | 0.9936 |
391
- | 0.3004 | 10.0 | 680 | 0.9340 | 0.5287 | 0.9340 | 0.9665 |
392
- | 0.3004 | 10.0294 | 682 | 0.8665 | 0.4983 | 0.8665 | 0.9309 |
393
- | 0.3004 | 10.0588 | 684 | 0.8217 | 0.5094 | 0.8217 | 0.9065 |
394
- | 0.3004 | 10.0882 | 686 | 0.8038 | 0.5553 | 0.8038 | 0.8965 |
395
- | 0.3004 | 10.1176 | 688 | 0.7994 | 0.5922 | 0.7994 | 0.8941 |
396
- | 0.3004 | 10.1471 | 690 | 0.8239 | 0.6110 | 0.8239 | 0.9077 |
397
- | 0.3004 | 10.1765 | 692 | 0.8601 | 0.5887 | 0.8601 | 0.9274 |
398
- | 0.3004 | 10.2059 | 694 | 0.8522 | 0.5887 | 0.8522 | 0.9231 |
399
- | 0.3004 | 10.2353 | 696 | 0.8171 | 0.5928 | 0.8171 | 0.9039 |
400
- | 0.3004 | 10.2647 | 698 | 0.7982 | 0.5963 | 0.7982 | 0.8934 |
401
- | 0.3004 | 10.2941 | 700 | 0.8024 | 0.5635 | 0.8024 | 0.8958 |
402
- | 0.3004 | 10.3235 | 702 | 0.8328 | 0.5365 | 0.8328 | 0.9126 |
403
- | 0.3004 | 10.3529 | 704 | 0.8404 | 0.5202 | 0.8404 | 0.9167 |
404
- | 0.3004 | 10.3824 | 706 | 0.8218 | 0.5202 | 0.8218 | 0.9065 |
405
- | 0.3004 | 10.4118 | 708 | 0.8128 | 0.5521 | 0.8128 | 0.9015 |
406
- | 0.3004 | 10.4412 | 710 | 0.8095 | 0.5587 | 0.8095 | 0.8997 |
407
- | 0.3004 | 10.4706 | 712 | 0.7822 | 0.5484 | 0.7822 | 0.8844 |
408
- | 0.3004 | 10.5 | 714 | 0.7669 | 0.5260 | 0.7669 | 0.8758 |
409
- | 0.3004 | 10.5294 | 716 | 0.7625 | 0.5376 | 0.7625 | 0.8732 |
410
- | 0.3004 | 10.5588 | 718 | 0.7566 | 0.6097 | 0.7566 | 0.8698 |
411
- | 0.3004 | 10.5882 | 720 | 0.7772 | 0.5586 | 0.7772 | 0.8816 |
412
- | 0.3004 | 10.6176 | 722 | 0.8242 | 0.5537 | 0.8242 | 0.9079 |
413
- | 0.3004 | 10.6471 | 724 | 0.8319 | 0.5359 | 0.8319 | 0.9121 |
414
- | 0.3004 | 10.6765 | 726 | 0.8318 | 0.5147 | 0.8318 | 0.9120 |
415
- | 0.3004 | 10.7059 | 728 | 0.8058 | 0.5380 | 0.8058 | 0.8976 |
416
- | 0.3004 | 10.7353 | 730 | 0.7904 | 0.5380 | 0.7904 | 0.8891 |
417
- | 0.3004 | 10.7647 | 732 | 0.7666 | 0.5521 | 0.7666 | 0.8756 |
418
- | 0.3004 | 10.7941 | 734 | 0.7671 | 0.5722 | 0.7671 | 0.8759 |
419
- | 0.3004 | 10.8235 | 736 | 0.7826 | 0.5671 | 0.7826 | 0.8846 |
420
- | 0.3004 | 10.8529 | 738 | 0.7723 | 0.5482 | 0.7723 | 0.8788 |
421
- | 0.3004 | 10.8824 | 740 | 0.7669 | 0.5482 | 0.7669 | 0.8757 |
422
- | 0.3004 | 10.9118 | 742 | 0.7958 | 0.5892 | 0.7958 | 0.8921 |
423
- | 0.3004 | 10.9412 | 744 | 0.8252 | 0.5871 | 0.8252 | 0.9084 |
424
- | 0.3004 | 10.9706 | 746 | 0.8365 | 0.5708 | 0.8365 | 0.9146 |
425
- | 0.3004 | 11.0 | 748 | 0.8153 | 0.5733 | 0.8153 | 0.9030 |
426
- | 0.3004 | 11.0294 | 750 | 0.7898 | 0.5759 | 0.7898 | 0.8887 |
427
- | 0.3004 | 11.0588 | 752 | 0.7766 | 0.5759 | 0.7766 | 0.8812 |
428
- | 0.3004 | 11.0882 | 754 | 0.7754 | 0.5759 | 0.7754 | 0.8805 |
429
- | 0.3004 | 11.1176 | 756 | 0.7789 | 0.5733 | 0.7789 | 0.8825 |
430
- | 0.3004 | 11.1471 | 758 | 0.7355 | 0.6120 | 0.7355 | 0.8576 |
431
- | 0.3004 | 11.1765 | 760 | 0.7035 | 0.5439 | 0.7035 | 0.8387 |
432
- | 0.3004 | 11.2059 | 762 | 0.7177 | 0.5672 | 0.7177 | 0.8472 |
433
- | 0.3004 | 11.2353 | 764 | 0.7115 | 0.5672 | 0.7115 | 0.8435 |
434
- | 0.3004 | 11.2647 | 766 | 0.6968 | 0.5843 | 0.6968 | 0.8348 |
435
- | 0.3004 | 11.2941 | 768 | 0.6940 | 0.5559 | 0.6940 | 0.8330 |
436
- | 0.3004 | 11.3235 | 770 | 0.6902 | 0.6006 | 0.6902 | 0.8308 |
437
- | 0.3004 | 11.3529 | 772 | 0.6723 | 0.6205 | 0.6723 | 0.8199 |
438
- | 0.3004 | 11.3824 | 774 | 0.6887 | 0.6266 | 0.6887 | 0.8299 |
439
- | 0.3004 | 11.4118 | 776 | 0.7273 | 0.6266 | 0.7273 | 0.8528 |
440
- | 0.3004 | 11.4412 | 778 | 0.7511 | 0.6120 | 0.7511 | 0.8666 |
441
- | 0.3004 | 11.4706 | 780 | 0.7511 | 0.6097 | 0.7511 | 0.8667 |
442
- | 0.3004 | 11.5 | 782 | 0.7459 | 0.5528 | 0.7459 | 0.8637 |
443
- | 0.3004 | 11.5294 | 784 | 0.7409 | 0.5556 | 0.7409 | 0.8607 |
444
- | 0.3004 | 11.5588 | 786 | 0.7488 | 0.5557 | 0.7488 | 0.8653 |
445
- | 0.3004 | 11.5882 | 788 | 0.7516 | 0.5556 | 0.7516 | 0.8669 |
446
- | 0.3004 | 11.6176 | 790 | 0.7646 | 0.5507 | 0.7646 | 0.8744 |
447
- | 0.3004 | 11.6471 | 792 | 0.8009 | 0.5248 | 0.8009 | 0.8949 |
448
- | 0.3004 | 11.6765 | 794 | 0.8159 | 0.5411 | 0.8159 | 0.9032 |
449
- | 0.3004 | 11.7059 | 796 | 0.8303 | 0.5783 | 0.8303 | 0.9112 |
450
- | 0.3004 | 11.7353 | 798 | 0.8345 | 0.5411 | 0.8345 | 0.9135 |
451
- | 0.3004 | 11.7647 | 800 | 0.8189 | 0.5547 | 0.8189 | 0.9050 |
452
- | 0.3004 | 11.7941 | 802 | 0.8212 | 0.5380 | 0.8212 | 0.9062 |
453
- | 0.3004 | 11.8235 | 804 | 0.8259 | 0.5308 | 0.8259 | 0.9088 |
454
- | 0.3004 | 11.8529 | 806 | 0.8211 | 0.5431 | 0.8211 | 0.9062 |
455
- | 0.3004 | 11.8824 | 808 | 0.8321 | 0.5403 | 0.8321 | 0.9122 |
456
- | 0.3004 | 11.9118 | 810 | 0.8574 | 0.4764 | 0.8574 | 0.9259 |
457
- | 0.3004 | 11.9412 | 812 | 0.9119 | 0.5313 | 0.9119 | 0.9549 |
458
- | 0.3004 | 11.9706 | 814 | 0.8968 | 0.5313 | 0.8968 | 0.9470 |
459
- | 0.3004 | 12.0 | 816 | 0.8433 | 0.5447 | 0.8433 | 0.9183 |
460
- | 0.3004 | 12.0294 | 818 | 0.8041 | 0.5781 | 0.8041 | 0.8967 |
461
- | 0.3004 | 12.0588 | 820 | 0.7933 | 0.5781 | 0.7933 | 0.8907 |
462
- | 0.3004 | 12.0882 | 822 | 0.7828 | 0.5125 | 0.7828 | 0.8848 |
463
- | 0.3004 | 12.1176 | 824 | 0.7862 | 0.4801 | 0.7862 | 0.8867 |
464
- | 0.3004 | 12.1471 | 826 | 0.7918 | 0.4898 | 0.7918 | 0.8898 |
465
- | 0.3004 | 12.1765 | 828 | 0.8016 | 0.5426 | 0.8016 | 0.8953 |
466
- | 0.3004 | 12.2059 | 830 | 0.8140 | 0.5718 | 0.8140 | 0.9022 |
467
- | 0.3004 | 12.2353 | 832 | 0.8505 | 0.5543 | 0.8505 | 0.9222 |
468
- | 0.3004 | 12.2647 | 834 | 0.9126 | 0.5702 | 0.9126 | 0.9553 |
469
- | 0.3004 | 12.2941 | 836 | 0.9715 | 0.4958 | 0.9715 | 0.9856 |
470
- | 0.3004 | 12.3235 | 838 | 0.9301 | 0.5625 | 0.9301 | 0.9644 |
471
- | 0.3004 | 12.3529 | 840 | 0.8656 | 0.5585 | 0.8656 | 0.9304 |
472
- | 0.3004 | 12.3824 | 842 | 0.8271 | 0.5331 | 0.8271 | 0.9094 |
473
- | 0.3004 | 12.4118 | 844 | 0.8011 | 0.5688 | 0.8011 | 0.8951 |
474
- | 0.3004 | 12.4412 | 846 | 0.7865 | 0.5688 | 0.7865 | 0.8869 |
475
- | 0.3004 | 12.4706 | 848 | 0.7793 | 0.5661 | 0.7793 | 0.8828 |
476
- | 0.3004 | 12.5 | 850 | 0.7925 | 0.5661 | 0.7925 | 0.8902 |
477
- | 0.3004 | 12.5294 | 852 | 0.7953 | 0.5661 | 0.7953 | 0.8918 |
478
- | 0.3004 | 12.5588 | 854 | 0.7722 | 0.5661 | 0.7722 | 0.8788 |
479
- | 0.3004 | 12.5882 | 856 | 0.7649 | 0.5622 | 0.7649 | 0.8746 |
480
- | 0.3004 | 12.6176 | 858 | 0.7754 | 0.5622 | 0.7754 | 0.8806 |
481
- | 0.3004 | 12.6471 | 860 | 0.7738 | 0.5579 | 0.7738 | 0.8796 |
482
- | 0.3004 | 12.6765 | 862 | 0.7729 | 0.5434 | 0.7729 | 0.8791 |
483
- | 0.3004 | 12.7059 | 864 | 0.7709 | 0.5434 | 0.7709 | 0.8780 |
484
- | 0.3004 | 12.7353 | 866 | 0.7798 | 0.5322 | 0.7798 | 0.8831 |
485
- | 0.3004 | 12.7647 | 868 | 0.7918 | 0.5154 | 0.7918 | 0.8899 |
486
- | 0.3004 | 12.7941 | 870 | 0.8611 | 0.5320 | 0.8611 | 0.9280 |
487
- | 0.3004 | 12.8235 | 872 | 0.9446 | 0.5150 | 0.9446 | 0.9719 |
488
- | 0.3004 | 12.8529 | 874 | 0.9480 | 0.4973 | 0.9480 | 0.9736 |
489
- | 0.3004 | 12.8824 | 876 | 0.8904 | 0.5294 | 0.8904 | 0.9436 |
490
- | 0.3004 | 12.9118 | 878 | 0.8169 | 0.5090 | 0.8169 | 0.9038 |
491
- | 0.3004 | 12.9412 | 880 | 0.7660 | 0.5648 | 0.7660 | 0.8752 |
492
- | 0.3004 | 12.9706 | 882 | 0.7590 | 0.5463 | 0.7590 | 0.8712 |
493
- | 0.3004 | 13.0 | 884 | 0.7920 | 0.5304 | 0.7920 | 0.8899 |
494
- | 0.3004 | 13.0294 | 886 | 0.7954 | 0.5287 | 0.7954 | 0.8919 |
495
- | 0.3004 | 13.0588 | 888 | 0.7662 | 0.5410 | 0.7662 | 0.8753 |
496
- | 0.3004 | 13.0882 | 890 | 0.7781 | 0.5253 | 0.7781 | 0.8821 |
497
- | 0.3004 | 13.1176 | 892 | 0.8515 | 0.5211 | 0.8515 | 0.9227 |
498
- | 0.3004 | 13.1471 | 894 | 0.9466 | 0.4552 | 0.9466 | 0.9729 |
499
- | 0.3004 | 13.1765 | 896 | 1.0585 | 0.4298 | 1.0585 | 1.0288 |
500
- | 0.3004 | 13.2059 | 898 | 1.1153 | 0.4482 | 1.1153 | 1.0561 |
501
- | 0.3004 | 13.2353 | 900 | 1.0684 | 0.4106 | 1.0684 | 1.0337 |
502
- | 0.3004 | 13.2647 | 902 | 0.9488 | 0.5056 | 0.9488 | 0.9741 |
503
- | 0.3004 | 13.2941 | 904 | 0.8235 | 0.5545 | 0.8235 | 0.9075 |
504
- | 0.3004 | 13.3235 | 906 | 0.7915 | 0.5766 | 0.7915 | 0.8897 |
505
- | 0.3004 | 13.3529 | 908 | 0.7905 | 0.5796 | 0.7905 | 0.8891 |
506
- | 0.3004 | 13.3824 | 910 | 0.7990 | 0.5796 | 0.7990 | 0.8939 |
507
- | 0.3004 | 13.4118 | 912 | 0.8077 | 0.5916 | 0.8077 | 0.8987 |
508
- | 0.3004 | 13.4412 | 914 | 0.8129 | 0.5916 | 0.8129 | 0.9016 |
509
- | 0.3004 | 13.4706 | 916 | 0.8279 | 0.5607 | 0.8279 | 0.9099 |
510
- | 0.3004 | 13.5 | 918 | 0.8227 | 0.5633 | 0.8227 | 0.9070 |
511
- | 0.3004 | 13.5294 | 920 | 0.8089 | 0.5455 | 0.8089 | 0.8994 |
512
- | 0.3004 | 13.5588 | 922 | 0.8137 | 0.5455 | 0.8137 | 0.9021 |
513
- | 0.3004 | 13.5882 | 924 | 0.8187 | 0.5061 | 0.8187 | 0.9048 |
514
- | 0.3004 | 13.6176 | 926 | 0.8199 | 0.4504 | 0.8199 | 0.9055 |
515
- | 0.3004 | 13.6471 | 928 | 0.8230 | 0.4157 | 0.8230 | 0.9072 |
516
- | 0.3004 | 13.6765 | 930 | 0.8295 | 0.4157 | 0.8295 | 0.9108 |
517
- | 0.3004 | 13.7059 | 932 | 0.8354 | 0.4299 | 0.8354 | 0.9140 |
518
- | 0.3004 | 13.7353 | 934 | 0.8474 | 0.4570 | 0.8474 | 0.9205 |
519
 
520
 
521
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_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
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_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: 0.8480
19
+ - Qwk: 0.4413
20
+ - Mse: 0.8480
21
+ - Rmse: 0.9209
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0270 | 2 | 4.6072 | -0.0132 | 4.6072 | 2.1464 |
53
+ | No log | 0.0541 | 4 | 2.8525 | -0.0189 | 2.8525 | 1.6889 |
54
+ | No log | 0.0811 | 6 | 1.5590 | 0.0585 | 1.5590 | 1.2486 |
55
+ | No log | 0.1081 | 8 | 1.2592 | 0.1144 | 1.2592 | 1.1221 |
56
+ | No log | 0.1351 | 10 | 1.3213 | 0.0955 | 1.3213 | 1.1495 |
57
+ | No log | 0.1622 | 12 | 1.1815 | 0.1247 | 1.1815 | 1.0870 |
58
+ | No log | 0.1892 | 14 | 1.1845 | 0.0628 | 1.1845 | 1.0883 |
59
+ | No log | 0.2162 | 16 | 1.1350 | 0.1417 | 1.1350 | 1.0654 |
60
+ | No log | 0.2432 | 18 | 1.1129 | 0.2939 | 1.1129 | 1.0549 |
61
+ | No log | 0.2703 | 20 | 1.2344 | 0.2161 | 1.2344 | 1.1110 |
62
+ | No log | 0.2973 | 22 | 1.2167 | 0.2214 | 1.2167 | 1.1031 |
63
+ | No log | 0.3243 | 24 | 1.1097 | 0.3679 | 1.1097 | 1.0534 |
64
+ | No log | 0.3514 | 26 | 1.0080 | 0.3985 | 1.0080 | 1.0040 |
65
+ | No log | 0.3784 | 28 | 1.0328 | 0.2128 | 1.0328 | 1.0163 |
66
+ | No log | 0.4054 | 30 | 1.1395 | 0.2293 | 1.1395 | 1.0675 |
67
+ | No log | 0.4324 | 32 | 1.1539 | 0.2293 | 1.1539 | 1.0742 |
68
+ | No log | 0.4595 | 34 | 1.1204 | 0.1585 | 1.1204 | 1.0585 |
69
+ | No log | 0.4865 | 36 | 1.1114 | 0.2220 | 1.1114 | 1.0542 |
70
+ | No log | 0.5135 | 38 | 1.1536 | 0.1919 | 1.1536 | 1.0741 |
71
+ | No log | 0.5405 | 40 | 1.4140 | 0.1284 | 1.4140 | 1.1891 |
72
+ | No log | 0.5676 | 42 | 1.4022 | 0.1171 | 1.4022 | 1.1841 |
73
+ | No log | 0.5946 | 44 | 1.3857 | 0.1256 | 1.3857 | 1.1772 |
74
+ | No log | 0.6216 | 46 | 1.2614 | 0.1459 | 1.2614 | 1.1231 |
75
+ | No log | 0.6486 | 48 | 1.0296 | 0.3086 | 1.0296 | 1.0147 |
76
+ | No log | 0.6757 | 50 | 0.9912 | 0.3231 | 0.9912 | 0.9956 |
77
+ | No log | 0.7027 | 52 | 1.0928 | 0.375 | 1.0928 | 1.0454 |
78
+ | No log | 0.7297 | 54 | 1.1020 | 0.4075 | 1.1020 | 1.0498 |
79
+ | No log | 0.7568 | 56 | 0.9537 | 0.4275 | 0.9537 | 0.9766 |
80
+ | No log | 0.7838 | 58 | 0.9262 | 0.4871 | 0.9262 | 0.9624 |
81
+ | No log | 0.8108 | 60 | 0.9017 | 0.5119 | 0.9017 | 0.9496 |
82
+ | No log | 0.8378 | 62 | 0.9272 | 0.4633 | 0.9272 | 0.9629 |
83
+ | No log | 0.8649 | 64 | 0.8483 | 0.6067 | 0.8483 | 0.9210 |
84
+ | No log | 0.8919 | 66 | 0.9990 | 0.4457 | 0.9990 | 0.9995 |
85
+ | No log | 0.9189 | 68 | 1.2149 | 0.3482 | 1.2149 | 1.1022 |
86
+ | No log | 0.9459 | 70 | 1.0839 | 0.3977 | 1.0839 | 1.0411 |
87
+ | No log | 0.9730 | 72 | 1.0551 | 0.5418 | 1.0551 | 1.0272 |
88
+ | No log | 1.0 | 74 | 1.0217 | 0.4923 | 1.0217 | 1.0108 |
89
+ | No log | 1.0270 | 76 | 0.9609 | 0.4668 | 0.9609 | 0.9802 |
90
+ | No log | 1.0541 | 78 | 1.0360 | 0.4625 | 1.0360 | 1.0178 |
91
+ | No log | 1.0811 | 80 | 1.2860 | 0.4330 | 1.2860 | 1.1340 |
92
+ | No log | 1.1081 | 82 | 1.1112 | 0.4341 | 1.1112 | 1.0541 |
93
+ | No log | 1.1351 | 84 | 0.9104 | 0.4786 | 0.9104 | 0.9541 |
94
+ | No log | 1.1622 | 86 | 0.8026 | 0.4852 | 0.8026 | 0.8959 |
95
+ | No log | 1.1892 | 88 | 0.7544 | 0.4969 | 0.7544 | 0.8686 |
96
+ | No log | 1.2162 | 90 | 0.8186 | 0.4744 | 0.8186 | 0.9048 |
97
+ | No log | 1.2432 | 92 | 0.8288 | 0.4698 | 0.8288 | 0.9104 |
98
+ | No log | 1.2703 | 94 | 0.7670 | 0.4889 | 0.7670 | 0.8758 |
99
+ | No log | 1.2973 | 96 | 0.8309 | 0.5317 | 0.8309 | 0.9115 |
100
+ | No log | 1.3243 | 98 | 0.8374 | 0.5399 | 0.8374 | 0.9151 |
101
+ | No log | 1.3514 | 100 | 0.8054 | 0.4906 | 0.8054 | 0.8975 |
102
+ | No log | 1.3784 | 102 | 0.8101 | 0.4777 | 0.8101 | 0.9001 |
103
+ | No log | 1.4054 | 104 | 0.9400 | 0.4726 | 0.9400 | 0.9695 |
104
+ | No log | 1.4324 | 106 | 1.2027 | 0.3960 | 1.2027 | 1.0967 |
105
+ | No log | 1.4595 | 108 | 1.4250 | 0.3632 | 1.4250 | 1.1937 |
106
+ | No log | 1.4865 | 110 | 1.3376 | 0.3623 | 1.3376 | 1.1566 |
107
+ | No log | 1.5135 | 112 | 0.9860 | 0.4422 | 0.9860 | 0.9930 |
108
+ | No log | 1.5405 | 114 | 0.8105 | 0.4540 | 0.8105 | 0.9003 |
109
+ | No log | 1.5676 | 116 | 0.8122 | 0.4696 | 0.8122 | 0.9012 |
110
+ | No log | 1.5946 | 118 | 0.8117 | 0.4440 | 0.8117 | 0.9009 |
111
+ | No log | 1.6216 | 120 | 0.9125 | 0.4902 | 0.9125 | 0.9553 |
112
+ | No log | 1.6486 | 122 | 1.0160 | 0.5184 | 1.0160 | 1.0080 |
113
+ | No log | 1.6757 | 124 | 0.9197 | 0.5532 | 0.9197 | 0.9590 |
114
+ | No log | 1.7027 | 126 | 0.8570 | 0.5345 | 0.8570 | 0.9258 |
115
+ | No log | 1.7297 | 128 | 0.8016 | 0.4707 | 0.8016 | 0.8953 |
116
+ | No log | 1.7568 | 130 | 0.7899 | 0.4726 | 0.7899 | 0.8888 |
117
+ | No log | 1.7838 | 132 | 0.7679 | 0.4789 | 0.7679 | 0.8763 |
118
+ | No log | 1.8108 | 134 | 0.8009 | 0.5175 | 0.8009 | 0.8949 |
119
+ | No log | 1.8378 | 136 | 0.8021 | 0.5175 | 0.8021 | 0.8956 |
120
+ | No log | 1.8649 | 138 | 0.7721 | 0.4982 | 0.7721 | 0.8787 |
121
+ | No log | 1.8919 | 140 | 0.8008 | 0.5773 | 0.8008 | 0.8949 |
122
+ | No log | 1.9189 | 142 | 0.8311 | 0.5264 | 0.8311 | 0.9116 |
123
+ | No log | 1.9459 | 144 | 0.9079 | 0.5636 | 0.9079 | 0.9528 |
124
+ | No log | 1.9730 | 146 | 0.8751 | 0.5121 | 0.8751 | 0.9355 |
125
+ | No log | 2.0 | 148 | 0.8476 | 0.5487 | 0.8476 | 0.9206 |
126
+ | No log | 2.0270 | 150 | 0.9633 | 0.4743 | 0.9633 | 0.9815 |
127
+ | No log | 2.0541 | 152 | 1.1846 | 0.4549 | 1.1846 | 1.0884 |
128
+ | No log | 2.0811 | 154 | 1.1083 | 0.4835 | 1.1083 | 1.0528 |
129
+ | No log | 2.1081 | 156 | 0.8379 | 0.4665 | 0.8379 | 0.9153 |
130
+ | No log | 2.1351 | 158 | 0.7996 | 0.5550 | 0.7996 | 0.8942 |
131
+ | No log | 2.1622 | 160 | 0.8780 | 0.4745 | 0.8780 | 0.9370 |
132
+ | No log | 2.1892 | 162 | 1.0333 | 0.5260 | 1.0333 | 1.0165 |
133
+ | No log | 2.2162 | 164 | 1.0417 | 0.4990 | 1.0417 | 1.0206 |
134
+ | No log | 2.2432 | 166 | 0.8771 | 0.5786 | 0.8771 | 0.9366 |
135
+ | No log | 2.2703 | 168 | 0.8086 | 0.5875 | 0.8086 | 0.8992 |
136
+ | No log | 2.2973 | 170 | 0.8831 | 0.5521 | 0.8831 | 0.9398 |
137
+ | No log | 2.3243 | 172 | 1.1023 | 0.4349 | 1.1023 | 1.0499 |
138
+ | No log | 2.3514 | 174 | 1.0151 | 0.4593 | 1.0151 | 1.0075 |
139
+ | No log | 2.3784 | 176 | 0.9554 | 0.4431 | 0.9554 | 0.9774 |
140
+ | No log | 2.4054 | 178 | 0.9341 | 0.4945 | 0.9341 | 0.9665 |
141
+ | No log | 2.4324 | 180 | 1.0094 | 0.4760 | 1.0094 | 1.0047 |
142
+ | No log | 2.4595 | 182 | 1.2741 | 0.4620 | 1.2741 | 1.1288 |
143
+ | No log | 2.4865 | 184 | 1.3386 | 0.4523 | 1.3386 | 1.1570 |
144
+ | No log | 2.5135 | 186 | 1.1004 | 0.4377 | 1.1004 | 1.0490 |
145
+ | No log | 2.5405 | 188 | 0.9167 | 0.4546 | 0.9167 | 0.9575 |
146
+ | No log | 2.5676 | 190 | 0.9058 | 0.3787 | 0.9058 | 0.9517 |
147
+ | No log | 2.5946 | 192 | 0.9455 | 0.4826 | 0.9455 | 0.9724 |
148
+ | No log | 2.6216 | 194 | 1.0709 | 0.3755 | 1.0709 | 1.0349 |
149
+ | No log | 2.6486 | 196 | 1.1117 | 0.3525 | 1.1117 | 1.0544 |
150
+ | No log | 2.6757 | 198 | 1.0929 | 0.3863 | 1.0929 | 1.0454 |
151
+ | No log | 2.7027 | 200 | 0.9632 | 0.4490 | 0.9632 | 0.9814 |
152
+ | No log | 2.7297 | 202 | 0.8998 | 0.4794 | 0.8998 | 0.9486 |
153
+ | No log | 2.7568 | 204 | 0.9594 | 0.4697 | 0.9594 | 0.9795 |
154
+ | No log | 2.7838 | 206 | 1.0404 | 0.5105 | 1.0404 | 1.0200 |
155
+ | No log | 2.8108 | 208 | 0.9484 | 0.4689 | 0.9484 | 0.9739 |
156
+ | No log | 2.8378 | 210 | 0.8794 | 0.4914 | 0.8794 | 0.9377 |
157
+ | No log | 2.8649 | 212 | 0.8288 | 0.4996 | 0.8288 | 0.9104 |
158
+ | No log | 2.8919 | 214 | 0.8532 | 0.5025 | 0.8532 | 0.9237 |
159
+ | No log | 2.9189 | 216 | 1.1165 | 0.5335 | 1.1165 | 1.0567 |
160
+ | No log | 2.9459 | 218 | 1.6590 | 0.4291 | 1.6590 | 1.2880 |
161
+ | No log | 2.9730 | 220 | 1.6706 | 0.4068 | 1.6706 | 1.2925 |
162
+ | No log | 3.0 | 222 | 1.2717 | 0.4282 | 1.2717 | 1.1277 |
163
+ | No log | 3.0270 | 224 | 0.8369 | 0.5624 | 0.8369 | 0.9148 |
164
+ | No log | 3.0541 | 226 | 0.7687 | 0.5672 | 0.7687 | 0.8768 |
165
+ | No log | 3.0811 | 228 | 0.7685 | 0.5556 | 0.7685 | 0.8766 |
166
+ | No log | 3.1081 | 230 | 0.7936 | 0.4982 | 0.7936 | 0.8908 |
167
+ | No log | 3.1351 | 232 | 0.8892 | 0.5273 | 0.8892 | 0.9430 |
168
+ | No log | 3.1622 | 234 | 0.9855 | 0.5101 | 0.9855 | 0.9927 |
169
+ | No log | 3.1892 | 236 | 1.0394 | 0.4726 | 1.0394 | 1.0195 |
170
+ | No log | 3.2162 | 238 | 0.9717 | 0.5039 | 0.9717 | 0.9857 |
171
+ | No log | 3.2432 | 240 | 0.9176 | 0.4975 | 0.9176 | 0.9579 |
172
+ | No log | 3.2703 | 242 | 0.9378 | 0.4043 | 0.9378 | 0.9684 |
173
+ | No log | 3.2973 | 244 | 1.1052 | 0.3585 | 1.1052 | 1.0513 |
174
+ | No log | 3.3243 | 246 | 1.2291 | 0.3599 | 1.2291 | 1.1087 |
175
+ | No log | 3.3514 | 248 | 1.2450 | 0.3684 | 1.2450 | 1.1158 |
176
+ | No log | 3.3784 | 250 | 1.0095 | 0.4767 | 1.0095 | 1.0048 |
177
+ | No log | 3.4054 | 252 | 0.8248 | 0.5251 | 0.8248 | 0.9082 |
178
+ | No log | 3.4324 | 254 | 0.7977 | 0.5489 | 0.7977 | 0.8931 |
179
+ | No log | 3.4595 | 256 | 0.7984 | 0.5196 | 0.7984 | 0.8935 |
180
+ | No log | 3.4865 | 258 | 0.8322 | 0.4836 | 0.8322 | 0.9122 |
181
+ | No log | 3.5135 | 260 | 0.9609 | 0.4946 | 0.9609 | 0.9802 |
182
+ | No log | 3.5405 | 262 | 0.9953 | 0.4302 | 0.9953 | 0.9976 |
183
+ | No log | 3.5676 | 264 | 0.9870 | 0.4010 | 0.9870 | 0.9935 |
184
+ | No log | 3.5946 | 266 | 0.9081 | 0.4732 | 0.9081 | 0.9529 |
185
+ | No log | 3.6216 | 268 | 0.8288 | 0.5094 | 0.8288 | 0.9104 |
186
+ | No log | 3.6486 | 270 | 0.8226 | 0.4418 | 0.8226 | 0.9070 |
187
+ | No log | 3.6757 | 272 | 0.8137 | 0.4514 | 0.8137 | 0.9021 |
188
+ | No log | 3.7027 | 274 | 0.8081 | 0.4996 | 0.8081 | 0.8990 |
189
+ | No log | 3.7297 | 276 | 0.9369 | 0.4972 | 0.9369 | 0.9679 |
190
+ | No log | 3.7568 | 278 | 0.9825 | 0.4545 | 0.9825 | 0.9912 |
191
+ | No log | 3.7838 | 280 | 0.8880 | 0.4869 | 0.8880 | 0.9423 |
192
+ | No log | 3.8108 | 282 | 0.8257 | 0.5131 | 0.8257 | 0.9087 |
193
+ | No log | 3.8378 | 284 | 0.8357 | 0.5318 | 0.8357 | 0.9142 |
194
+ | No log | 3.8649 | 286 | 0.9596 | 0.4589 | 0.9596 | 0.9796 |
195
+ | No log | 3.8919 | 288 | 1.1871 | 0.4186 | 1.1871 | 1.0896 |
196
+ | No log | 3.9189 | 290 | 1.2865 | 0.3521 | 1.2865 | 1.1342 |
197
+ | No log | 3.9459 | 292 | 1.1691 | 0.3210 | 1.1691 | 1.0812 |
198
+ | No log | 3.9730 | 294 | 1.0415 | 0.4085 | 1.0415 | 1.0205 |
199
+ | No log | 4.0 | 296 | 1.0154 | 0.3428 | 1.0154 | 1.0077 |
200
+ | No log | 4.0270 | 298 | 0.9779 | 0.3372 | 0.9779 | 0.9889 |
201
+ | No log | 4.0541 | 300 | 0.8959 | 0.4734 | 0.8959 | 0.9465 |
202
+ | No log | 4.0811 | 302 | 0.8422 | 0.4910 | 0.8422 | 0.9177 |
203
+ | No log | 4.1081 | 304 | 0.8877 | 0.5027 | 0.8877 | 0.9422 |
204
+ | No log | 4.1351 | 306 | 1.0010 | 0.4661 | 1.0010 | 1.0005 |
205
+ | No log | 4.1622 | 308 | 0.9641 | 0.5058 | 0.9641 | 0.9819 |
206
+ | No log | 4.1892 | 310 | 0.8963 | 0.4311 | 0.8963 | 0.9468 |
207
+ | No log | 4.2162 | 312 | 0.8934 | 0.4334 | 0.8934 | 0.9452 |
208
+ | No log | 4.2432 | 314 | 0.8879 | 0.3230 | 0.8879 | 0.9423 |
209
+ | No log | 4.2703 | 316 | 0.8661 | 0.4879 | 0.8661 | 0.9307 |
210
+ | No log | 4.2973 | 318 | 0.9907 | 0.5016 | 0.9907 | 0.9954 |
211
+ | No log | 4.3243 | 320 | 1.0690 | 0.4890 | 1.0690 | 1.0339 |
212
+ | No log | 4.3514 | 322 | 0.9788 | 0.4817 | 0.9788 | 0.9893 |
213
+ | No log | 4.3784 | 324 | 0.8717 | 0.5230 | 0.8717 | 0.9337 |
214
+ | No log | 4.4054 | 326 | 0.8533 | 0.5362 | 0.8533 | 0.9238 |
215
+ | No log | 4.4324 | 328 | 0.8789 | 0.5230 | 0.8789 | 0.9375 |
216
+ | No log | 4.4595 | 330 | 0.9973 | 0.4387 | 0.9973 | 0.9986 |
217
+ | No log | 4.4865 | 332 | 1.0369 | 0.4462 | 1.0369 | 1.0183 |
218
+ | No log | 4.5135 | 334 | 0.9465 | 0.5029 | 0.9465 | 0.9729 |
219
+ | No log | 4.5405 | 336 | 0.8794 | 0.4761 | 0.8794 | 0.9378 |
220
+ | No log | 4.5676 | 338 | 0.8305 | 0.4648 | 0.8305 | 0.9113 |
221
+ | No log | 4.5946 | 340 | 0.8642 | 0.4831 | 0.8642 | 0.9296 |
222
+ | No log | 4.6216 | 342 | 0.9364 | 0.3962 | 0.9364 | 0.9677 |
223
+ | No log | 4.6486 | 344 | 0.9885 | 0.4466 | 0.9885 | 0.9942 |
224
+ | No log | 4.6757 | 346 | 0.9498 | 0.5408 | 0.9498 | 0.9746 |
225
+ | No log | 4.7027 | 348 | 0.9177 | 0.5493 | 0.9177 | 0.9579 |
226
+ | No log | 4.7297 | 350 | 0.9390 | 0.5474 | 0.9390 | 0.9690 |
227
+ | No log | 4.7568 | 352 | 0.9003 | 0.5493 | 0.9003 | 0.9488 |
228
+ | No log | 4.7838 | 354 | 0.8829 | 0.5557 | 0.8829 | 0.9396 |
229
+ | No log | 4.8108 | 356 | 0.8589 | 0.4985 | 0.8589 | 0.9268 |
230
+ | No log | 4.8378 | 358 | 0.8749 | 0.5041 | 0.8749 | 0.9354 |
231
+ | No log | 4.8649 | 360 | 0.8860 | 0.4690 | 0.8860 | 0.9413 |
232
+ | No log | 4.8919 | 362 | 0.8751 | 0.4242 | 0.8751 | 0.9355 |
233
+ | No log | 4.9189 | 364 | 0.9055 | 0.4021 | 0.9055 | 0.9516 |
234
+ | No log | 4.9459 | 366 | 0.9104 | 0.3777 | 0.9104 | 0.9541 |
235
+ | No log | 4.9730 | 368 | 0.9514 | 0.3891 | 0.9514 | 0.9754 |
236
+ | No log | 5.0 | 370 | 1.0432 | 0.4094 | 1.0432 | 1.0214 |
237
+ | No log | 5.0270 | 372 | 1.1159 | 0.4300 | 1.1159 | 1.0563 |
238
+ | No log | 5.0541 | 374 | 0.9918 | 0.4127 | 0.9918 | 0.9959 |
239
+ | No log | 5.0811 | 376 | 0.9416 | 0.4519 | 0.9416 | 0.9704 |
240
+ | No log | 5.1081 | 378 | 0.9169 | 0.4553 | 0.9169 | 0.9576 |
241
+ | No log | 5.1351 | 380 | 0.8928 | 0.4628 | 0.8928 | 0.9449 |
242
+ | No log | 5.1622 | 382 | 0.9226 | 0.4983 | 0.9226 | 0.9605 |
243
+ | No log | 5.1892 | 384 | 1.0098 | 0.4382 | 1.0098 | 1.0049 |
244
+ | No log | 5.2162 | 386 | 0.9654 | 0.4390 | 0.9654 | 0.9826 |
245
+ | No log | 5.2432 | 388 | 0.9092 | 0.4983 | 0.9092 | 0.9535 |
246
+ | No log | 5.2703 | 390 | 0.8921 | 0.4595 | 0.8921 | 0.9445 |
247
+ | No log | 5.2973 | 392 | 0.9207 | 0.4328 | 0.9207 | 0.9595 |
248
+ | No log | 5.3243 | 394 | 1.0064 | 0.4479 | 1.0064 | 1.0032 |
249
+ | No log | 5.3514 | 396 | 1.0258 | 0.4220 | 1.0258 | 1.0128 |
250
+ | No log | 5.3784 | 398 | 0.9230 | 0.4983 | 0.9230 | 0.9607 |
251
+ | No log | 5.4054 | 400 | 0.8892 | 0.4966 | 0.8892 | 0.9430 |
252
+ | No log | 5.4324 | 402 | 0.8770 | 0.4554 | 0.8770 | 0.9365 |
253
+ | No log | 5.4595 | 404 | 0.8918 | 0.4644 | 0.8918 | 0.9444 |
254
+ | No log | 5.4865 | 406 | 0.8752 | 0.4252 | 0.8752 | 0.9355 |
255
+ | No log | 5.5135 | 408 | 0.8802 | 0.4568 | 0.8802 | 0.9382 |
256
+ | No log | 5.5405 | 410 | 0.9038 | 0.4240 | 0.9038 | 0.9507 |
257
+ | No log | 5.5676 | 412 | 0.9445 | 0.4998 | 0.9445 | 0.9718 |
258
+ | No log | 5.5946 | 414 | 0.9651 | 0.4607 | 0.9651 | 0.9824 |
259
+ | No log | 5.6216 | 416 | 0.9185 | 0.4953 | 0.9185 | 0.9584 |
260
+ | No log | 5.6486 | 418 | 0.8843 | 0.5131 | 0.8843 | 0.9404 |
261
+ | No log | 5.6757 | 420 | 0.8884 | 0.5131 | 0.8884 | 0.9426 |
262
+ | No log | 5.7027 | 422 | 0.9170 | 0.4877 | 0.9170 | 0.9576 |
263
+ | No log | 5.7297 | 424 | 0.9039 | 0.5251 | 0.9039 | 0.9507 |
264
+ | No log | 5.7568 | 426 | 0.8957 | 0.4841 | 0.8957 | 0.9464 |
265
+ | No log | 5.7838 | 428 | 0.9176 | 0.3987 | 0.9176 | 0.9579 |
266
+ | No log | 5.8108 | 430 | 0.9506 | 0.4532 | 0.9506 | 0.9750 |
267
+ | No log | 5.8378 | 432 | 1.0297 | 0.4598 | 1.0297 | 1.0148 |
268
+ | No log | 5.8649 | 434 | 1.2059 | 0.3701 | 1.2059 | 1.0981 |
269
+ | No log | 5.8919 | 436 | 1.1999 | 0.4001 | 1.1999 | 1.0954 |
270
+ | No log | 5.9189 | 438 | 1.0193 | 0.4583 | 1.0193 | 1.0096 |
271
+ | No log | 5.9459 | 440 | 0.9144 | 0.3525 | 0.9144 | 0.9562 |
272
+ | No log | 5.9730 | 442 | 0.9358 | 0.3571 | 0.9358 | 0.9674 |
273
+ | No log | 6.0 | 444 | 0.9202 | 0.3283 | 0.9202 | 0.9593 |
274
+ | No log | 6.0270 | 446 | 0.9342 | 0.4470 | 0.9342 | 0.9665 |
275
+ | No log | 6.0541 | 448 | 1.0279 | 0.3967 | 1.0279 | 1.0139 |
276
+ | No log | 6.0811 | 450 | 1.1503 | 0.3963 | 1.1503 | 1.0725 |
277
+ | No log | 6.1081 | 452 | 1.1868 | 0.4341 | 1.1868 | 1.0894 |
278
+ | No log | 6.1351 | 454 | 1.0747 | 0.4377 | 1.0747 | 1.0367 |
279
+ | No log | 6.1622 | 456 | 0.9403 | 0.4591 | 0.9403 | 0.9697 |
280
+ | No log | 6.1892 | 458 | 0.8652 | 0.4470 | 0.8652 | 0.9302 |
281
+ | No log | 6.2162 | 460 | 0.8477 | 0.4181 | 0.8477 | 0.9207 |
282
+ | No log | 6.2432 | 462 | 0.8524 | 0.4980 | 0.8524 | 0.9233 |
283
+ | No log | 6.2703 | 464 | 0.8658 | 0.4724 | 0.8658 | 0.9305 |
284
+ | No log | 6.2973 | 466 | 0.8923 | 0.4533 | 0.8923 | 0.9446 |
285
+ | No log | 6.3243 | 468 | 0.9116 | 0.3595 | 0.9116 | 0.9548 |
286
+ | No log | 6.3514 | 470 | 0.8782 | 0.4337 | 0.8782 | 0.9371 |
287
+ | No log | 6.3784 | 472 | 0.8330 | 0.4278 | 0.8330 | 0.9127 |
288
+ | No log | 6.4054 | 474 | 0.8279 | 0.3908 | 0.8279 | 0.9099 |
289
+ | No log | 6.4324 | 476 | 0.8715 | 0.4398 | 0.8715 | 0.9336 |
290
+ | No log | 6.4595 | 478 | 0.9616 | 0.4649 | 0.9616 | 0.9806 |
291
+ | No log | 6.4865 | 480 | 0.9451 | 0.4479 | 0.9451 | 0.9722 |
292
+ | No log | 6.5135 | 482 | 0.8572 | 0.4787 | 0.8572 | 0.9258 |
293
+ | No log | 6.5405 | 484 | 0.8229 | 0.4898 | 0.8229 | 0.9071 |
294
+ | No log | 6.5676 | 486 | 0.8275 | 0.4705 | 0.8275 | 0.9097 |
295
+ | No log | 6.5946 | 488 | 0.8292 | 0.4771 | 0.8292 | 0.9106 |
296
+ | No log | 6.6216 | 490 | 0.8150 | 0.4801 | 0.8150 | 0.9028 |
297
+ | No log | 6.6486 | 492 | 0.8372 | 0.5131 | 0.8372 | 0.9150 |
298
+ | No log | 6.6757 | 494 | 0.8814 | 0.4864 | 0.8814 | 0.9388 |
299
+ | No log | 6.7027 | 496 | 0.9619 | 0.5529 | 0.9619 | 0.9808 |
300
+ | No log | 6.7297 | 498 | 1.0125 | 0.4767 | 1.0125 | 1.0062 |
301
+ | 0.3615 | 6.7568 | 500 | 0.9921 | 0.4777 | 0.9921 | 0.9960 |
302
+ | 0.3615 | 6.7838 | 502 | 0.9125 | 0.4479 | 0.9125 | 0.9552 |
303
+ | 0.3615 | 6.8108 | 504 | 0.8463 | 0.4724 | 0.8463 | 0.9200 |
304
+ | 0.3615 | 6.8378 | 506 | 0.8568 | 0.4628 | 0.8568 | 0.9256 |
305
+ | 0.3615 | 6.8649 | 508 | 0.8838 | 0.4295 | 0.8838 | 0.9401 |
306
+ | 0.3615 | 6.8919 | 510 | 0.8480 | 0.4413 | 0.8480 | 0.9209 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions