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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k6_task1_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_run2_AugV5_k5_task1_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_run2_AugV5_k5_task1_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: 0.7187
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- - Qwk: 0.6809
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- - Mse: 0.7187
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- - Rmse: 0.8477
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  ## Model description
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@@ -47,263 +47,269 @@ 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 | 0.0526 | 2 | 6.7112 | 0.0308 | 6.7112 | 2.5906 |
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- | No log | 0.1053 | 4 | 5.0320 | 0.0741 | 5.0320 | 2.2432 |
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- | No log | 0.1579 | 6 | 3.0590 | 0.0988 | 3.0590 | 1.7490 |
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- | No log | 0.2105 | 8 | 3.5834 | -0.0455 | 3.5834 | 1.8930 |
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- | No log | 0.2632 | 10 | 2.3857 | 0.1295 | 2.3857 | 1.5446 |
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- | No log | 0.3158 | 12 | 1.8640 | 0.2807 | 1.8640 | 1.3653 |
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- | No log | 0.3684 | 14 | 1.9271 | 0.2478 | 1.9271 | 1.3882 |
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- | No log | 0.4211 | 16 | 1.7681 | 0.2037 | 1.7681 | 1.3297 |
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- | No log | 0.4737 | 18 | 1.6453 | 0.2385 | 1.6453 | 1.2827 |
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- | No log | 0.5263 | 20 | 1.5609 | 0.2832 | 1.5609 | 1.2494 |
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- | No log | 0.5789 | 22 | 1.4062 | 0.2982 | 1.4062 | 1.1858 |
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- | No log | 0.6316 | 24 | 1.3768 | 0.3419 | 1.3768 | 1.1734 |
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- | No log | 0.6842 | 26 | 1.2186 | 0.3932 | 1.2186 | 1.1039 |
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- | No log | 0.7368 | 28 | 1.0786 | 0.3932 | 1.0786 | 1.0386 |
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- | No log | 0.7895 | 30 | 1.0395 | 0.4237 | 1.0395 | 1.0195 |
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- | No log | 0.8421 | 32 | 1.1152 | 0.4746 | 1.1152 | 1.0560 |
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- | No log | 0.8947 | 34 | 1.2078 | 0.3009 | 1.2078 | 1.0990 |
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- | No log | 0.9474 | 36 | 1.2400 | 0.3826 | 1.2400 | 1.1135 |
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- | No log | 1.0 | 38 | 1.3428 | 0.3540 | 1.3428 | 1.1588 |
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- | No log | 1.0526 | 40 | 1.3652 | 0.3860 | 1.3652 | 1.1684 |
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- | No log | 1.1053 | 42 | 1.3152 | 0.4274 | 1.3152 | 1.1468 |
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- | No log | 1.1579 | 44 | 1.2076 | 0.5039 | 1.2076 | 1.0989 |
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- | No log | 1.2105 | 46 | 1.1580 | 0.5366 | 1.1580 | 1.0761 |
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- | No log | 1.2632 | 48 | 1.0721 | 0.4833 | 1.0721 | 1.0354 |
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- | No log | 1.3158 | 50 | 1.0815 | 0.5333 | 1.0815 | 1.0400 |
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- | No log | 1.3684 | 52 | 1.1425 | 0.5344 | 1.1425 | 1.0689 |
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- | No log | 1.4211 | 54 | 1.0521 | 0.6222 | 1.0521 | 1.0257 |
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- | No log | 1.4737 | 56 | 0.9728 | 0.6567 | 0.9728 | 0.9863 |
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- | No log | 1.5263 | 58 | 0.8314 | 0.6765 | 0.8314 | 0.9118 |
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- | No log | 1.5789 | 60 | 0.7712 | 0.7234 | 0.7712 | 0.8782 |
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- | No log | 1.6316 | 62 | 0.7167 | 0.7432 | 0.7167 | 0.8466 |
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- | No log | 1.6842 | 64 | 0.7106 | 0.7123 | 0.7106 | 0.8430 |
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- | No log | 1.7368 | 66 | 0.7798 | 0.7484 | 0.7798 | 0.8831 |
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- | No log | 1.7895 | 68 | 0.9469 | 0.6763 | 0.9469 | 0.9731 |
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- | No log | 1.8421 | 70 | 1.1650 | 0.5612 | 1.1650 | 1.0794 |
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- | No log | 1.8947 | 72 | 1.3098 | 0.4444 | 1.3098 | 1.1445 |
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- | No log | 1.9474 | 74 | 1.2083 | 0.4724 | 1.2083 | 1.0992 |
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- | No log | 2.0 | 76 | 0.9657 | 0.6519 | 0.9657 | 0.9827 |
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- | No log | 2.0526 | 78 | 0.8900 | 0.6803 | 0.8900 | 0.9434 |
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- | No log | 2.1053 | 80 | 0.8231 | 0.6923 | 0.8231 | 0.9072 |
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- | No log | 2.1579 | 82 | 0.7638 | 0.6887 | 0.7638 | 0.8739 |
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- | No log | 2.2105 | 84 | 0.6883 | 0.7123 | 0.6883 | 0.8296 |
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- | No log | 2.2632 | 86 | 0.6781 | 0.7123 | 0.6781 | 0.8235 |
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- | No log | 2.3158 | 88 | 0.7299 | 0.7020 | 0.7299 | 0.8543 |
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- | No log | 2.3684 | 90 | 0.7685 | 0.6522 | 0.7685 | 0.8766 |
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- | No log | 2.4211 | 92 | 0.8886 | 0.6324 | 0.8886 | 0.9427 |
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- | No log | 2.4737 | 94 | 0.9075 | 0.6466 | 0.9075 | 0.9526 |
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- | No log | 2.5263 | 96 | 0.9685 | 0.6466 | 0.9685 | 0.9841 |
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- | No log | 2.5789 | 98 | 1.0295 | 0.5970 | 1.0295 | 1.0146 |
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- | No log | 2.6316 | 100 | 1.1996 | 0.5241 | 1.1996 | 1.0952 |
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- | No log | 2.6842 | 102 | 1.3043 | 0.5714 | 1.3043 | 1.1421 |
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- | No log | 2.7368 | 104 | 1.1431 | 0.5963 | 1.1431 | 1.0691 |
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- | No log | 2.7895 | 106 | 1.1626 | 0.6036 | 1.1626 | 1.0782 |
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- | No log | 2.8421 | 108 | 1.2960 | 0.6215 | 1.2960 | 1.1384 |
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- | No log | 2.8947 | 110 | 1.1783 | 0.6584 | 1.1783 | 1.0855 |
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- | No log | 2.9474 | 112 | 1.0655 | 0.5823 | 1.0655 | 1.0322 |
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- | No log | 3.0 | 114 | 1.0412 | 0.6386 | 1.0412 | 1.0204 |
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- | No log | 3.0526 | 116 | 0.9577 | 0.6875 | 0.9577 | 0.9786 |
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- | No log | 3.1053 | 118 | 0.8434 | 0.7485 | 0.8434 | 0.9184 |
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- | No log | 3.1579 | 120 | 0.7014 | 0.7564 | 0.7014 | 0.8375 |
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- | No log | 3.2105 | 122 | 0.6843 | 0.7361 | 0.6843 | 0.8272 |
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- | No log | 3.2632 | 124 | 0.6961 | 0.7586 | 0.6961 | 0.8344 |
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- | No log | 3.3158 | 126 | 0.7354 | 0.7172 | 0.7354 | 0.8575 |
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- | No log | 3.3684 | 128 | 0.8209 | 0.6939 | 0.8209 | 0.9060 |
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- | No log | 3.4211 | 130 | 0.9984 | 0.6289 | 0.9984 | 0.9992 |
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- | No log | 3.4737 | 132 | 0.9862 | 0.5960 | 0.9862 | 0.9931 |
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- | No log | 3.5263 | 134 | 0.8175 | 0.7075 | 0.8175 | 0.9042 |
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- | No log | 3.5789 | 136 | 0.7039 | 0.7383 | 0.7039 | 0.8390 |
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- | No log | 3.6316 | 138 | 0.6898 | 0.7383 | 0.6898 | 0.8306 |
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- | No log | 3.6842 | 140 | 0.7858 | 0.7421 | 0.7858 | 0.8864 |
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- | No log | 3.7368 | 142 | 1.0029 | 0.7093 | 1.0029 | 1.0014 |
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- | No log | 3.7895 | 144 | 1.0623 | 0.6927 | 1.0623 | 1.0307 |
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- | No log | 3.8421 | 146 | 0.9173 | 0.7442 | 0.9173 | 0.9578 |
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- | No log | 3.8947 | 148 | 0.7616 | 0.7485 | 0.7616 | 0.8727 |
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- | No log | 3.9474 | 150 | 0.7445 | 0.7547 | 0.7445 | 0.8628 |
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- | No log | 4.0 | 152 | 0.8401 | 0.7170 | 0.8401 | 0.9166 |
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- | No log | 4.0526 | 154 | 0.8968 | 0.7125 | 0.8968 | 0.9470 |
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- | No log | 4.1053 | 156 | 0.9038 | 0.7013 | 0.9038 | 0.9507 |
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- | No log | 4.1579 | 158 | 0.8038 | 0.6757 | 0.8038 | 0.8965 |
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- | No log | 4.2105 | 160 | 0.8046 | 0.7123 | 0.8046 | 0.8970 |
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- | No log | 4.2632 | 162 | 0.8574 | 0.6667 | 0.8574 | 0.9260 |
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- | No log | 4.3158 | 164 | 0.8768 | 0.6241 | 0.8768 | 0.9364 |
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- | No log | 4.3684 | 166 | 0.9097 | 0.6338 | 0.9097 | 0.9538 |
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- | No log | 4.4211 | 168 | 0.9373 | 0.6800 | 0.9373 | 0.9681 |
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- | No log | 4.4737 | 170 | 0.9439 | 0.7044 | 0.9439 | 0.9716 |
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- | No log | 4.5263 | 172 | 0.8172 | 0.7515 | 0.8172 | 0.9040 |
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- | No log | 4.5789 | 174 | 0.7099 | 0.7564 | 0.7099 | 0.8426 |
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- | No log | 4.6316 | 176 | 0.7067 | 0.7532 | 0.7067 | 0.8407 |
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- | No log | 4.6842 | 178 | 0.7851 | 0.6939 | 0.7851 | 0.8861 |
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- | No log | 4.7368 | 180 | 0.9916 | 0.6573 | 0.9916 | 0.9958 |
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- | No log | 4.7895 | 182 | 1.1008 | 0.6122 | 1.1008 | 1.0492 |
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- | No log | 4.8421 | 184 | 1.0257 | 0.6800 | 1.0257 | 1.0128 |
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- | No log | 4.8947 | 186 | 0.8894 | 0.6712 | 0.8894 | 0.9431 |
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- | No log | 4.9474 | 188 | 0.7828 | 0.7123 | 0.7828 | 0.8847 |
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- | No log | 5.0 | 190 | 0.7554 | 0.7673 | 0.7554 | 0.8692 |
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- | No log | 5.0526 | 192 | 0.8687 | 0.7044 | 0.8687 | 0.9320 |
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- | No log | 5.1053 | 194 | 0.8829 | 0.6842 | 0.8829 | 0.9397 |
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- | No log | 5.1579 | 196 | 1.0145 | 0.6625 | 1.0145 | 1.0072 |
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- | No log | 5.2105 | 198 | 1.2098 | 0.6353 | 1.2098 | 1.0999 |
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- | No log | 5.2632 | 200 | 1.0117 | 0.6133 | 1.0117 | 1.0058 |
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- | No log | 5.3158 | 202 | 0.8677 | 0.6567 | 0.8677 | 0.9315 |
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- | No log | 5.3684 | 204 | 0.8191 | 0.6418 | 0.8191 | 0.9050 |
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- | No log | 5.4211 | 206 | 0.8504 | 0.6861 | 0.8504 | 0.9222 |
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- | No log | 5.4737 | 208 | 0.7933 | 0.6944 | 0.7933 | 0.8907 |
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- | No log | 5.5263 | 210 | 0.8194 | 0.7349 | 0.8194 | 0.9052 |
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- | No log | 5.5789 | 212 | 1.0559 | 0.6911 | 1.0559 | 1.0276 |
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- | No log | 5.6316 | 214 | 1.1410 | 0.6766 | 1.1410 | 1.0682 |
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- | No log | 5.6842 | 216 | 0.8497 | 0.7204 | 0.8497 | 0.9218 |
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- | No log | 5.7368 | 218 | 0.5747 | 0.8276 | 0.5747 | 0.7581 |
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- | No log | 5.7895 | 220 | 0.5475 | 0.8439 | 0.5475 | 0.7400 |
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- | No log | 5.8421 | 222 | 0.6845 | 0.8066 | 0.6845 | 0.8273 |
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- | No log | 5.8947 | 224 | 1.0058 | 0.7120 | 1.0058 | 1.0029 |
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- | No log | 5.9474 | 226 | 1.0245 | 0.6882 | 1.0245 | 1.0122 |
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- | No log | 6.0 | 228 | 0.8454 | 0.7051 | 0.8454 | 0.9194 |
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- | No log | 6.0526 | 230 | 0.6987 | 0.7050 | 0.6987 | 0.8359 |
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- | No log | 6.1053 | 232 | 0.7069 | 0.7143 | 0.7069 | 0.8408 |
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- | No log | 6.1579 | 234 | 0.7702 | 0.6906 | 0.7702 | 0.8776 |
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- | No log | 6.2105 | 236 | 0.7865 | 0.6912 | 0.7865 | 0.8868 |
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- | No log | 6.2632 | 238 | 0.8779 | 0.6812 | 0.8779 | 0.9369 |
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- | No log | 6.3158 | 240 | 1.1295 | 0.6118 | 1.1295 | 1.0628 |
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- | No log | 6.3684 | 242 | 1.2109 | 0.6304 | 1.2109 | 1.1004 |
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- | No log | 6.4211 | 244 | 1.0884 | 0.6484 | 1.0884 | 1.0433 |
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- | No log | 6.4737 | 246 | 0.7521 | 0.7564 | 0.7521 | 0.8672 |
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- | No log | 6.5263 | 248 | 0.5881 | 0.7483 | 0.5881 | 0.7669 |
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- | No log | 6.5789 | 250 | 0.5881 | 0.7273 | 0.5881 | 0.7669 |
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- | No log | 6.6316 | 252 | 0.7233 | 0.76 | 0.7233 | 0.8505 |
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- | No log | 6.6842 | 254 | 1.0051 | 0.7168 | 1.0051 | 1.0025 |
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- | No log | 6.7368 | 256 | 1.0251 | 0.6667 | 1.0251 | 1.0125 |
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- | No log | 6.7895 | 258 | 0.9800 | 0.6759 | 0.9800 | 0.9899 |
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- | No log | 6.8421 | 260 | 0.8681 | 0.6809 | 0.8681 | 0.9317 |
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- | No log | 6.8947 | 262 | 0.8266 | 0.6957 | 0.8266 | 0.9092 |
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- | No log | 6.9474 | 264 | 0.8303 | 0.6912 | 0.8303 | 0.9112 |
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- | No log | 7.0 | 266 | 0.8757 | 0.6567 | 0.8757 | 0.9358 |
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- | No log | 7.0526 | 268 | 0.8741 | 0.6567 | 0.8741 | 0.9349 |
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- | No log | 7.1053 | 270 | 0.8640 | 0.6475 | 0.8640 | 0.9295 |
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- | No log | 7.1579 | 272 | 0.7721 | 0.7237 | 0.7721 | 0.8787 |
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- | No log | 7.2105 | 274 | 0.6175 | 0.7733 | 0.6175 | 0.7858 |
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- | No log | 7.2632 | 276 | 0.5786 | 0.8105 | 0.5786 | 0.7606 |
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- | No log | 7.3158 | 278 | 0.6157 | 0.8148 | 0.6157 | 0.7847 |
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- | No log | 7.3684 | 280 | 0.8346 | 0.7314 | 0.8346 | 0.9135 |
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- | No log | 7.4211 | 282 | 1.1240 | 0.6702 | 1.1240 | 1.0602 |
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- | No log | 7.4737 | 284 | 1.1384 | 0.6562 | 1.1384 | 1.0670 |
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- | No log | 7.5263 | 286 | 0.9915 | 0.6818 | 0.9915 | 0.9958 |
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- | No log | 7.5789 | 288 | 0.8486 | 0.7456 | 0.8486 | 0.9212 |
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- | No log | 7.6316 | 290 | 0.7472 | 0.7248 | 0.7472 | 0.8644 |
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- | No log | 7.6842 | 292 | 0.7854 | 0.7083 | 0.7854 | 0.8862 |
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- | No log | 7.7368 | 294 | 0.8367 | 0.7273 | 0.8367 | 0.9147 |
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- | No log | 7.7895 | 296 | 0.8321 | 0.7215 | 0.8321 | 0.9122 |
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- | No log | 7.8421 | 298 | 0.7852 | 0.6974 | 0.7852 | 0.8861 |
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- | No log | 7.8947 | 300 | 0.7244 | 0.7172 | 0.7244 | 0.8511 |
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- | No log | 7.9474 | 302 | 0.7058 | 0.7383 | 0.7058 | 0.8401 |
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- | No log | 8.0 | 304 | 0.8259 | 0.6531 | 0.8259 | 0.9088 |
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- | No log | 8.0526 | 306 | 0.8460 | 0.6531 | 0.8460 | 0.9198 |
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- | No log | 8.1053 | 308 | 0.7305 | 0.6906 | 0.7305 | 0.8547 |
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- | No log | 8.1579 | 310 | 0.6830 | 0.7482 | 0.6830 | 0.8264 |
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- | No log | 8.2105 | 312 | 0.7184 | 0.7299 | 0.7184 | 0.8476 |
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- | No log | 8.2632 | 314 | 0.8681 | 0.6418 | 0.8681 | 0.9317 |
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- | No log | 8.3158 | 316 | 1.0623 | 0.5714 | 1.0623 | 1.0307 |
210
- | No log | 8.3684 | 318 | 1.0571 | 0.5541 | 1.0571 | 1.0281 |
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- | No log | 8.4211 | 320 | 0.8731 | 0.6715 | 0.8731 | 0.9344 |
212
- | No log | 8.4737 | 322 | 0.7171 | 0.7050 | 0.7171 | 0.8468 |
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- | No log | 8.5263 | 324 | 0.6539 | 0.7448 | 0.6539 | 0.8087 |
214
- | No log | 8.5789 | 326 | 0.6448 | 0.7755 | 0.6448 | 0.8030 |
215
- | No log | 8.6316 | 328 | 0.7672 | 0.7260 | 0.7672 | 0.8759 |
216
- | No log | 8.6842 | 330 | 0.9056 | 0.7152 | 0.9056 | 0.9517 |
217
- | No log | 8.7368 | 332 | 0.9095 | 0.6982 | 0.9095 | 0.9537 |
218
- | No log | 8.7895 | 334 | 0.8292 | 0.7044 | 0.8292 | 0.9106 |
219
- | No log | 8.8421 | 336 | 0.8320 | 0.6800 | 0.8320 | 0.9122 |
220
- | No log | 8.8947 | 338 | 0.8131 | 0.6901 | 0.8131 | 0.9017 |
221
- | No log | 8.9474 | 340 | 0.7949 | 0.6765 | 0.7949 | 0.8916 |
222
- | No log | 9.0 | 342 | 0.8464 | 0.6765 | 0.8464 | 0.9200 |
223
- | No log | 9.0526 | 344 | 0.9910 | 0.6667 | 0.9910 | 0.9955 |
224
- | No log | 9.1053 | 346 | 1.1114 | 0.6543 | 1.1114 | 1.0542 |
225
- | No log | 9.1579 | 348 | 1.0271 | 0.6434 | 1.0271 | 1.0134 |
226
- | No log | 9.2105 | 350 | 0.9152 | 0.6667 | 0.9152 | 0.9566 |
227
- | No log | 9.2632 | 352 | 0.8414 | 0.6667 | 0.8414 | 0.9173 |
228
- | No log | 9.3158 | 354 | 0.8536 | 0.6806 | 0.8536 | 0.9239 |
229
- | No log | 9.3684 | 356 | 0.8493 | 0.6755 | 0.8493 | 0.9216 |
230
- | No log | 9.4211 | 358 | 0.9131 | 0.6928 | 0.9131 | 0.9556 |
231
- | No log | 9.4737 | 360 | 0.8973 | 0.6939 | 0.8973 | 0.9473 |
232
- | No log | 9.5263 | 362 | 0.8392 | 0.6809 | 0.8392 | 0.9161 |
233
- | No log | 9.5789 | 364 | 0.8115 | 0.6667 | 0.8115 | 0.9009 |
234
- | No log | 9.6316 | 366 | 0.7555 | 0.6906 | 0.7555 | 0.8692 |
235
- | No log | 9.6842 | 368 | 0.6980 | 0.7448 | 0.6980 | 0.8355 |
236
- | No log | 9.7368 | 370 | 0.7358 | 0.7133 | 0.7358 | 0.8578 |
237
- | No log | 9.7895 | 372 | 0.7635 | 0.7329 | 0.7635 | 0.8738 |
238
- | No log | 9.8421 | 374 | 0.7745 | 0.7746 | 0.7745 | 0.8800 |
239
- | No log | 9.8947 | 376 | 0.9500 | 0.6857 | 0.9500 | 0.9747 |
240
- | No log | 9.9474 | 378 | 1.0513 | 0.6703 | 1.0513 | 1.0253 |
241
- | No log | 10.0 | 380 | 0.9810 | 0.6591 | 0.9810 | 0.9905 |
242
- | No log | 10.0526 | 382 | 0.8239 | 0.7262 | 0.8239 | 0.9077 |
243
- | No log | 10.1053 | 384 | 0.6629 | 0.7451 | 0.6629 | 0.8142 |
244
- | No log | 10.1579 | 386 | 0.6117 | 0.7733 | 0.6117 | 0.7821 |
245
- | No log | 10.2105 | 388 | 0.6168 | 0.7619 | 0.6168 | 0.7853 |
246
- | No log | 10.2632 | 390 | 0.6772 | 0.7285 | 0.6772 | 0.8229 |
247
- | No log | 10.3158 | 392 | 0.7816 | 0.7226 | 0.7816 | 0.8841 |
248
- | No log | 10.3684 | 394 | 0.7685 | 0.7027 | 0.7685 | 0.8766 |
249
- | No log | 10.4211 | 396 | 0.7553 | 0.7042 | 0.7553 | 0.8691 |
250
- | No log | 10.4737 | 398 | 0.7351 | 0.7007 | 0.7351 | 0.8574 |
251
- | No log | 10.5263 | 400 | 0.7699 | 0.6906 | 0.7699 | 0.8775 |
252
- | No log | 10.5789 | 402 | 0.8561 | 0.7013 | 0.8561 | 0.9252 |
253
- | No log | 10.6316 | 404 | 0.8788 | 0.7337 | 0.8788 | 0.9374 |
254
- | No log | 10.6842 | 406 | 0.7508 | 0.7237 | 0.7508 | 0.8665 |
255
- | No log | 10.7368 | 408 | 0.7007 | 0.7517 | 0.7007 | 0.8371 |
256
- | No log | 10.7895 | 410 | 0.7222 | 0.7451 | 0.7222 | 0.8499 |
257
- | No log | 10.8421 | 412 | 0.8348 | 0.7590 | 0.8348 | 0.9137 |
258
- | No log | 10.8947 | 414 | 0.8543 | 0.7381 | 0.8543 | 0.9243 |
259
- | No log | 10.9474 | 416 | 0.8080 | 0.7456 | 0.8080 | 0.8989 |
260
- | No log | 11.0 | 418 | 0.6942 | 0.7727 | 0.6942 | 0.8332 |
261
- | No log | 11.0526 | 420 | 0.6038 | 0.8118 | 0.6038 | 0.7771 |
262
- | No log | 11.1053 | 422 | 0.5692 | 0.7904 | 0.5692 | 0.7545 |
263
- | No log | 11.1579 | 424 | 0.5702 | 0.7898 | 0.5702 | 0.7551 |
264
- | No log | 11.2105 | 426 | 0.5831 | 0.7682 | 0.5831 | 0.7636 |
265
- | No log | 11.2632 | 428 | 0.6738 | 0.7643 | 0.6738 | 0.8209 |
266
- | No log | 11.3158 | 430 | 0.7907 | 0.7059 | 0.7907 | 0.8892 |
267
- | No log | 11.3684 | 432 | 0.7955 | 0.6667 | 0.7955 | 0.8919 |
268
- | No log | 11.4211 | 434 | 0.7891 | 0.6667 | 0.7891 | 0.8883 |
269
- | No log | 11.4737 | 436 | 0.7474 | 0.6912 | 0.7474 | 0.8645 |
270
- | No log | 11.5263 | 438 | 0.7715 | 0.6667 | 0.7715 | 0.8783 |
271
- | No log | 11.5789 | 440 | 0.8533 | 0.6797 | 0.8533 | 0.9238 |
272
- | No log | 11.6316 | 442 | 0.8512 | 0.6797 | 0.8512 | 0.9226 |
273
- | No log | 11.6842 | 444 | 0.7462 | 0.7027 | 0.7462 | 0.8638 |
274
- | No log | 11.7368 | 446 | 0.7307 | 0.7403 | 0.7307 | 0.8548 |
275
- | No log | 11.7895 | 448 | 0.8191 | 0.6918 | 0.8191 | 0.9050 |
276
- | No log | 11.8421 | 450 | 0.9200 | 0.7314 | 0.9200 | 0.9592 |
277
- | No log | 11.8947 | 452 | 0.8952 | 0.7251 | 0.8952 | 0.9462 |
278
- | No log | 11.9474 | 454 | 0.8186 | 0.7059 | 0.8186 | 0.9048 |
279
- | No log | 12.0 | 456 | 0.8036 | 0.6712 | 0.8036 | 0.8964 |
280
- | No log | 12.0526 | 458 | 0.7945 | 0.6714 | 0.7945 | 0.8913 |
281
- | No log | 12.1053 | 460 | 0.8190 | 0.6974 | 0.8190 | 0.9050 |
282
- | No log | 12.1579 | 462 | 0.8347 | 0.6839 | 0.8347 | 0.9136 |
283
- | No log | 12.2105 | 464 | 0.7672 | 0.7059 | 0.7672 | 0.8759 |
284
- | No log | 12.2632 | 466 | 0.7541 | 0.7470 | 0.7541 | 0.8684 |
285
- | No log | 12.3158 | 468 | 0.7353 | 0.7394 | 0.7353 | 0.8575 |
286
- | No log | 12.3684 | 470 | 0.7275 | 0.7170 | 0.7275 | 0.8529 |
287
- | No log | 12.4211 | 472 | 0.7745 | 0.7170 | 0.7745 | 0.8800 |
288
- | No log | 12.4737 | 474 | 0.8039 | 0.6968 | 0.8039 | 0.8966 |
289
- | No log | 12.5263 | 476 | 0.8260 | 0.6879 | 0.8260 | 0.9088 |
290
- | No log | 12.5789 | 478 | 0.8219 | 0.6879 | 0.8219 | 0.9066 |
291
- | No log | 12.6316 | 480 | 0.8583 | 0.6957 | 0.8583 | 0.9264 |
292
- | No log | 12.6842 | 482 | 0.8078 | 0.6620 | 0.8078 | 0.8988 |
293
- | No log | 12.7368 | 484 | 0.7497 | 0.6619 | 0.7497 | 0.8659 |
294
- | No log | 12.7895 | 486 | 0.8014 | 0.6667 | 0.8014 | 0.8952 |
295
- | No log | 12.8421 | 488 | 0.8173 | 0.6667 | 0.8173 | 0.9040 |
296
- | No log | 12.8947 | 490 | 0.8500 | 0.6713 | 0.8500 | 0.9220 |
297
- | No log | 12.9474 | 492 | 0.7709 | 0.6939 | 0.7709 | 0.8780 |
298
- | No log | 13.0 | 494 | 0.6602 | 0.7273 | 0.6602 | 0.8126 |
299
- | No log | 13.0526 | 496 | 0.6527 | 0.75 | 0.6527 | 0.8079 |
300
- | No log | 13.1053 | 498 | 0.7053 | 0.6933 | 0.7053 | 0.8398 |
301
- | 0.3843 | 13.1579 | 500 | 0.8075 | 0.7262 | 0.8075 | 0.8986 |
302
- | 0.3843 | 13.2105 | 502 | 0.9760 | 0.7241 | 0.9760 | 0.9879 |
303
- | 0.3843 | 13.2632 | 504 | 0.9240 | 0.7241 | 0.9240 | 0.9613 |
304
- | 0.3843 | 13.3158 | 506 | 0.7432 | 0.7160 | 0.7432 | 0.8621 |
305
- | 0.3843 | 13.3684 | 508 | 0.6784 | 0.7042 | 0.6784 | 0.8237 |
306
- | 0.3843 | 13.4211 | 510 | 0.7187 | 0.6809 | 0.7187 | 0.8477 |
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k6_task1_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_run2_AugV5_k6_task1_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: 0.6526
19
+ - Qwk: 0.7429
20
+ - Mse: 0.6526
21
+ - Rmse: 0.8079
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.0444 | 2 | 6.6114 | 0.0123 | 6.6114 | 2.5713 |
53
+ | No log | 0.0889 | 4 | 4.4043 | 0.0732 | 4.4043 | 2.0986 |
54
+ | No log | 0.1333 | 6 | 2.8803 | 0.0952 | 2.8803 | 1.6971 |
55
+ | No log | 0.1778 | 8 | 2.4508 | 0.0284 | 2.4508 | 1.5655 |
56
+ | No log | 0.2222 | 10 | 2.0040 | 0.2143 | 2.0040 | 1.4156 |
57
+ | No log | 0.2667 | 12 | 1.7093 | 0.1667 | 1.7093 | 1.3074 |
58
+ | No log | 0.3111 | 14 | 1.6180 | 0.1869 | 1.6180 | 1.2720 |
59
+ | No log | 0.3556 | 16 | 1.4972 | 0.1698 | 1.4972 | 1.2236 |
60
+ | No log | 0.4 | 18 | 1.3365 | 0.2545 | 1.3365 | 1.1561 |
61
+ | No log | 0.4444 | 20 | 1.4337 | 0.3511 | 1.4337 | 1.1974 |
62
+ | No log | 0.4889 | 22 | 1.9006 | 0.3709 | 1.9006 | 1.3786 |
63
+ | No log | 0.5333 | 24 | 1.7709 | 0.4027 | 1.7709 | 1.3308 |
64
+ | No log | 0.5778 | 26 | 1.0056 | 0.6015 | 1.0056 | 1.0028 |
65
+ | No log | 0.6222 | 28 | 0.9092 | 0.6917 | 0.9092 | 0.9535 |
66
+ | No log | 0.6667 | 30 | 1.1067 | 0.6222 | 1.1067 | 1.0520 |
67
+ | No log | 0.7111 | 32 | 0.8426 | 0.7206 | 0.8426 | 0.9179 |
68
+ | No log | 0.7556 | 34 | 0.8974 | 0.6176 | 0.8974 | 0.9473 |
69
+ | No log | 0.8 | 36 | 0.9845 | 0.6216 | 0.9845 | 0.9922 |
70
+ | No log | 0.8444 | 38 | 1.2358 | 0.6265 | 1.2358 | 1.1116 |
71
+ | No log | 0.8889 | 40 | 0.8465 | 0.7262 | 0.8465 | 0.9201 |
72
+ | No log | 0.9333 | 42 | 0.5996 | 0.7950 | 0.5996 | 0.7743 |
73
+ | No log | 0.9778 | 44 | 0.5743 | 0.7898 | 0.5743 | 0.7578 |
74
+ | No log | 1.0222 | 46 | 0.7228 | 0.7561 | 0.7228 | 0.8502 |
75
+ | No log | 1.0667 | 48 | 1.6150 | 0.4859 | 1.6150 | 1.2708 |
76
+ | No log | 1.1111 | 50 | 1.9330 | 0.4565 | 1.9330 | 1.3903 |
77
+ | No log | 1.1556 | 52 | 1.2424 | 0.6092 | 1.2424 | 1.1146 |
78
+ | No log | 1.2 | 54 | 0.6106 | 0.7953 | 0.6106 | 0.7814 |
79
+ | No log | 1.2444 | 56 | 0.7013 | 0.7632 | 0.7013 | 0.8374 |
80
+ | No log | 1.2889 | 58 | 0.6970 | 0.7273 | 0.6970 | 0.8349 |
81
+ | No log | 1.3333 | 60 | 0.6694 | 0.75 | 0.6694 | 0.8182 |
82
+ | No log | 1.3778 | 62 | 0.6057 | 0.7347 | 0.6057 | 0.7783 |
83
+ | No log | 1.4222 | 64 | 0.6522 | 0.76 | 0.6522 | 0.8076 |
84
+ | No log | 1.4667 | 66 | 0.6435 | 0.7310 | 0.6435 | 0.8022 |
85
+ | No log | 1.5111 | 68 | 0.7914 | 0.6842 | 0.7914 | 0.8896 |
86
+ | No log | 1.5556 | 70 | 0.6505 | 0.7843 | 0.6505 | 0.8065 |
87
+ | No log | 1.6 | 72 | 0.6023 | 0.7692 | 0.6023 | 0.7761 |
88
+ | No log | 1.6444 | 74 | 0.5897 | 0.75 | 0.5897 | 0.7679 |
89
+ | No log | 1.6889 | 76 | 0.5682 | 0.75 | 0.5682 | 0.7538 |
90
+ | No log | 1.7333 | 78 | 0.6418 | 0.7821 | 0.6418 | 0.8011 |
91
+ | No log | 1.7778 | 80 | 0.7812 | 0.7665 | 0.7812 | 0.8839 |
92
+ | No log | 1.8222 | 82 | 0.7934 | 0.7746 | 0.7934 | 0.8907 |
93
+ | No log | 1.8667 | 84 | 0.6417 | 0.7636 | 0.6417 | 0.8011 |
94
+ | No log | 1.9111 | 86 | 0.5897 | 0.775 | 0.5897 | 0.7679 |
95
+ | No log | 1.9556 | 88 | 0.7395 | 0.7484 | 0.7395 | 0.8600 |
96
+ | No log | 2.0 | 90 | 0.8112 | 0.7368 | 0.8112 | 0.9007 |
97
+ | No log | 2.0444 | 92 | 0.7697 | 0.7248 | 0.7697 | 0.8773 |
98
+ | No log | 2.0889 | 94 | 0.7133 | 0.7368 | 0.7133 | 0.8445 |
99
+ | No log | 2.1333 | 96 | 0.7442 | 0.7484 | 0.7442 | 0.8627 |
100
+ | No log | 2.1778 | 98 | 0.7393 | 0.7531 | 0.7393 | 0.8598 |
101
+ | No log | 2.2222 | 100 | 0.6957 | 0.7816 | 0.6957 | 0.8341 |
102
+ | No log | 2.2667 | 102 | 0.7206 | 0.8020 | 0.7206 | 0.8489 |
103
+ | No log | 2.3111 | 104 | 0.6310 | 0.8023 | 0.6310 | 0.7944 |
104
+ | No log | 2.3556 | 106 | 0.6352 | 0.8144 | 0.6352 | 0.7970 |
105
+ | No log | 2.4 | 108 | 0.7417 | 0.7574 | 0.7417 | 0.8612 |
106
+ | No log | 2.4444 | 110 | 0.6060 | 0.7950 | 0.6060 | 0.7785 |
107
+ | No log | 2.4889 | 112 | 0.5565 | 0.8025 | 0.5565 | 0.7460 |
108
+ | No log | 2.5333 | 114 | 0.5538 | 0.7975 | 0.5538 | 0.7442 |
109
+ | No log | 2.5778 | 116 | 0.6619 | 0.7389 | 0.6619 | 0.8135 |
110
+ | No log | 2.6222 | 118 | 0.6718 | 0.75 | 0.6718 | 0.8196 |
111
+ | No log | 2.6667 | 120 | 0.5412 | 0.8075 | 0.5412 | 0.7357 |
112
+ | No log | 2.7111 | 122 | 0.5753 | 0.7853 | 0.5753 | 0.7585 |
113
+ | No log | 2.7556 | 124 | 0.6027 | 0.8144 | 0.6027 | 0.7763 |
114
+ | No log | 2.8 | 126 | 0.4854 | 0.8434 | 0.4854 | 0.6967 |
115
+ | No log | 2.8444 | 128 | 0.5949 | 0.7784 | 0.5949 | 0.7713 |
116
+ | No log | 2.8889 | 130 | 0.9325 | 0.7059 | 0.9325 | 0.9657 |
117
+ | No log | 2.9333 | 132 | 1.0228 | 0.7120 | 1.0228 | 1.0114 |
118
+ | No log | 2.9778 | 134 | 0.6469 | 0.7791 | 0.6469 | 0.8043 |
119
+ | No log | 3.0222 | 136 | 0.5702 | 0.8049 | 0.5702 | 0.7551 |
120
+ | No log | 3.0667 | 138 | 0.6165 | 0.7875 | 0.6165 | 0.7851 |
121
+ | No log | 3.1111 | 140 | 0.5653 | 0.8428 | 0.5653 | 0.7519 |
122
+ | No log | 3.1556 | 142 | 0.6222 | 0.7821 | 0.6222 | 0.7888 |
123
+ | No log | 3.2 | 144 | 0.6146 | 0.7712 | 0.6146 | 0.7839 |
124
+ | No log | 3.2444 | 146 | 0.5631 | 0.7949 | 0.5631 | 0.7504 |
125
+ | No log | 3.2889 | 148 | 0.5401 | 0.8333 | 0.5401 | 0.7349 |
126
+ | No log | 3.3333 | 150 | 0.5195 | 0.8409 | 0.5195 | 0.7208 |
127
+ | No log | 3.3778 | 152 | 0.5100 | 0.8306 | 0.5100 | 0.7142 |
128
+ | No log | 3.4222 | 154 | 0.5096 | 0.8434 | 0.5096 | 0.7139 |
129
+ | No log | 3.4667 | 156 | 0.5120 | 0.8304 | 0.5120 | 0.7155 |
130
+ | No log | 3.5111 | 158 | 0.5583 | 0.8187 | 0.5583 | 0.7472 |
131
+ | No log | 3.5556 | 160 | 0.6196 | 0.7826 | 0.6196 | 0.7872 |
132
+ | No log | 3.6 | 162 | 0.6098 | 0.7949 | 0.6098 | 0.7809 |
133
+ | No log | 3.6444 | 164 | 0.6061 | 0.8052 | 0.6061 | 0.7785 |
134
+ | No log | 3.6889 | 166 | 0.6081 | 0.8077 | 0.6081 | 0.7798 |
135
+ | No log | 3.7333 | 168 | 0.5628 | 0.8098 | 0.5628 | 0.7502 |
136
+ | No log | 3.7778 | 170 | 0.8343 | 0.7374 | 0.8343 | 0.9134 |
137
+ | No log | 3.8222 | 172 | 0.9469 | 0.6936 | 0.9469 | 0.9731 |
138
+ | No log | 3.8667 | 174 | 0.7277 | 0.6849 | 0.7277 | 0.8530 |
139
+ | No log | 3.9111 | 176 | 0.6042 | 0.8077 | 0.6042 | 0.7773 |
140
+ | No log | 3.9556 | 178 | 0.6312 | 0.7799 | 0.6312 | 0.7945 |
141
+ | No log | 4.0 | 180 | 0.5510 | 0.8025 | 0.5510 | 0.7423 |
142
+ | No log | 4.0444 | 182 | 0.5365 | 0.8380 | 0.5365 | 0.7325 |
143
+ | No log | 4.0889 | 184 | 0.6132 | 0.8187 | 0.6132 | 0.7831 |
144
+ | No log | 4.1333 | 186 | 0.5215 | 0.8525 | 0.5215 | 0.7222 |
145
+ | No log | 4.1778 | 188 | 0.5144 | 0.8492 | 0.5144 | 0.7173 |
146
+ | No log | 4.2222 | 190 | 0.5815 | 0.8177 | 0.5815 | 0.7625 |
147
+ | No log | 4.2667 | 192 | 0.5696 | 0.8177 | 0.5696 | 0.7547 |
148
+ | No log | 4.3111 | 194 | 0.5859 | 0.8068 | 0.5859 | 0.7654 |
149
+ | No log | 4.3556 | 196 | 0.5982 | 0.8024 | 0.5982 | 0.7734 |
150
+ | No log | 4.4 | 198 | 0.5708 | 0.8221 | 0.5708 | 0.7555 |
151
+ | No log | 4.4444 | 200 | 0.5794 | 0.8025 | 0.5794 | 0.7612 |
152
+ | No log | 4.4889 | 202 | 0.6168 | 0.7922 | 0.6168 | 0.7854 |
153
+ | No log | 4.5333 | 204 | 0.6735 | 0.76 | 0.6735 | 0.8207 |
154
+ | No log | 4.5778 | 206 | 0.6790 | 0.76 | 0.6790 | 0.8240 |
155
+ | No log | 4.6222 | 208 | 0.6946 | 0.7389 | 0.6946 | 0.8334 |
156
+ | No log | 4.6667 | 210 | 0.6741 | 0.7758 | 0.6741 | 0.8210 |
157
+ | No log | 4.7111 | 212 | 0.5764 | 0.8263 | 0.5764 | 0.7592 |
158
+ | No log | 4.7556 | 214 | 0.5793 | 0.8095 | 0.5793 | 0.7611 |
159
+ | No log | 4.8 | 216 | 0.5634 | 0.8193 | 0.5634 | 0.7506 |
160
+ | No log | 4.8444 | 218 | 0.5970 | 0.7758 | 0.5970 | 0.7727 |
161
+ | No log | 4.8889 | 220 | 0.6534 | 0.7578 | 0.6534 | 0.8083 |
162
+ | No log | 4.9333 | 222 | 0.6353 | 0.7468 | 0.6353 | 0.7970 |
163
+ | No log | 4.9778 | 224 | 0.5538 | 0.7792 | 0.5538 | 0.7442 |
164
+ | No log | 5.0222 | 226 | 0.5325 | 0.8344 | 0.5325 | 0.7297 |
165
+ | No log | 5.0667 | 228 | 0.5234 | 0.8272 | 0.5234 | 0.7235 |
166
+ | No log | 5.1111 | 230 | 0.5838 | 0.7950 | 0.5838 | 0.7640 |
167
+ | No log | 5.1556 | 232 | 0.6177 | 0.7875 | 0.6177 | 0.7859 |
168
+ | No log | 5.2 | 234 | 0.6114 | 0.7792 | 0.6114 | 0.7819 |
169
+ | No log | 5.2444 | 236 | 0.6375 | 0.7586 | 0.6375 | 0.7984 |
170
+ | No log | 5.2889 | 238 | 0.6570 | 0.7568 | 0.6570 | 0.8106 |
171
+ | No log | 5.3333 | 240 | 0.6343 | 0.7568 | 0.6343 | 0.7964 |
172
+ | No log | 5.3778 | 242 | 0.6049 | 0.7632 | 0.6049 | 0.7778 |
173
+ | No log | 5.4222 | 244 | 0.6262 | 0.7550 | 0.6262 | 0.7913 |
174
+ | No log | 5.4667 | 246 | 0.6235 | 0.7568 | 0.6235 | 0.7896 |
175
+ | No log | 5.5111 | 248 | 0.6353 | 0.7568 | 0.6353 | 0.7970 |
176
+ | No log | 5.5556 | 250 | 0.6581 | 0.7285 | 0.6581 | 0.8112 |
177
+ | No log | 5.6 | 252 | 0.6473 | 0.7172 | 0.6473 | 0.8046 |
178
+ | No log | 5.6444 | 254 | 0.6317 | 0.7413 | 0.6317 | 0.7948 |
179
+ | No log | 5.6889 | 256 | 0.6310 | 0.7286 | 0.6310 | 0.7944 |
180
+ | No log | 5.7333 | 258 | 0.6335 | 0.7571 | 0.6335 | 0.7959 |
181
+ | No log | 5.7778 | 260 | 0.6349 | 0.7286 | 0.6349 | 0.7968 |
182
+ | No log | 5.8222 | 262 | 0.6375 | 0.7324 | 0.6375 | 0.7984 |
183
+ | No log | 5.8667 | 264 | 0.7811 | 0.7237 | 0.7811 | 0.8838 |
184
+ | No log | 5.9111 | 266 | 0.8595 | 0.6982 | 0.8595 | 0.9271 |
185
+ | No log | 5.9556 | 268 | 0.6906 | 0.7237 | 0.6906 | 0.8310 |
186
+ | No log | 6.0 | 270 | 0.5657 | 0.8108 | 0.5657 | 0.7521 |
187
+ | No log | 6.0444 | 272 | 0.6042 | 0.7724 | 0.6042 | 0.7773 |
188
+ | No log | 6.0889 | 274 | 0.7426 | 0.7152 | 0.7426 | 0.8617 |
189
+ | No log | 6.1333 | 276 | 0.6104 | 0.7843 | 0.6104 | 0.7813 |
190
+ | No log | 6.1778 | 278 | 0.5099 | 0.8485 | 0.5099 | 0.7141 |
191
+ | No log | 6.2222 | 280 | 0.6144 | 0.8065 | 0.6144 | 0.7838 |
192
+ | No log | 6.2667 | 282 | 0.5796 | 0.8136 | 0.5796 | 0.7613 |
193
+ | No log | 6.3111 | 284 | 0.5364 | 0.8375 | 0.5364 | 0.7324 |
194
+ | No log | 6.3556 | 286 | 0.5674 | 0.8129 | 0.5674 | 0.7533 |
195
+ | No log | 6.4 | 288 | 0.6034 | 0.7843 | 0.6034 | 0.7768 |
196
+ | No log | 6.4444 | 290 | 0.6041 | 0.7974 | 0.6041 | 0.7773 |
197
+ | No log | 6.4889 | 292 | 0.6783 | 0.7114 | 0.6783 | 0.8236 |
198
+ | No log | 6.5333 | 294 | 0.8656 | 0.6957 | 0.8656 | 0.9304 |
199
+ | No log | 6.5778 | 296 | 0.9134 | 0.6533 | 0.9134 | 0.9557 |
200
+ | No log | 6.6222 | 298 | 0.8012 | 0.6475 | 0.8012 | 0.8951 |
201
+ | No log | 6.6667 | 300 | 0.7039 | 0.7338 | 0.7039 | 0.8390 |
202
+ | No log | 6.7111 | 302 | 0.6879 | 0.7568 | 0.6879 | 0.8294 |
203
+ | No log | 6.7556 | 304 | 0.7020 | 0.7417 | 0.7020 | 0.8379 |
204
+ | No log | 6.8 | 306 | 0.7252 | 0.7595 | 0.7252 | 0.8516 |
205
+ | No log | 6.8444 | 308 | 0.6971 | 0.7561 | 0.6971 | 0.8349 |
206
+ | No log | 6.8889 | 310 | 0.5765 | 0.7875 | 0.5765 | 0.7593 |
207
+ | No log | 6.9333 | 312 | 0.5433 | 0.8293 | 0.5433 | 0.7371 |
208
+ | No log | 6.9778 | 314 | 0.7664 | 0.75 | 0.7664 | 0.8755 |
209
+ | No log | 7.0222 | 316 | 0.8730 | 0.7253 | 0.8730 | 0.9344 |
210
+ | No log | 7.0667 | 318 | 0.7974 | 0.7226 | 0.7974 | 0.8930 |
211
+ | No log | 7.1111 | 320 | 0.6831 | 0.7552 | 0.6831 | 0.8265 |
212
+ | No log | 7.1556 | 322 | 0.6717 | 0.7552 | 0.6717 | 0.8196 |
213
+ | No log | 7.2 | 324 | 0.6482 | 0.7324 | 0.6482 | 0.8051 |
214
+ | No log | 7.2444 | 326 | 0.6234 | 0.75 | 0.6234 | 0.7896 |
215
+ | No log | 7.2889 | 328 | 0.6360 | 0.8 | 0.6360 | 0.7975 |
216
+ | No log | 7.3333 | 330 | 0.6000 | 0.8066 | 0.6000 | 0.7746 |
217
+ | No log | 7.3778 | 332 | 0.6453 | 0.7845 | 0.6453 | 0.8033 |
218
+ | No log | 7.4222 | 334 | 0.6075 | 0.7912 | 0.6075 | 0.7794 |
219
+ | No log | 7.4667 | 336 | 0.6057 | 0.7746 | 0.6057 | 0.7782 |
220
+ | No log | 7.5111 | 338 | 0.5724 | 0.7733 | 0.5724 | 0.7566 |
221
+ | No log | 7.5556 | 340 | 0.5803 | 0.7778 | 0.5803 | 0.7618 |
222
+ | No log | 7.6 | 342 | 0.6287 | 0.7286 | 0.6287 | 0.7929 |
223
+ | No log | 7.6444 | 344 | 0.6474 | 0.7606 | 0.6474 | 0.8046 |
224
+ | No log | 7.6889 | 346 | 0.6749 | 0.7234 | 0.6749 | 0.8215 |
225
+ | No log | 7.7333 | 348 | 0.6331 | 0.7361 | 0.6331 | 0.7957 |
226
+ | No log | 7.7778 | 350 | 0.5819 | 0.7891 | 0.5819 | 0.7628 |
227
+ | No log | 7.8222 | 352 | 0.5479 | 0.7843 | 0.5479 | 0.7402 |
228
+ | No log | 7.8667 | 354 | 0.5309 | 0.8263 | 0.5309 | 0.7286 |
229
+ | No log | 7.9111 | 356 | 0.5479 | 0.8052 | 0.5479 | 0.7402 |
230
+ | No log | 7.9556 | 358 | 0.5783 | 0.7763 | 0.5783 | 0.7605 |
231
+ | No log | 8.0 | 360 | 0.5649 | 0.7671 | 0.5649 | 0.7516 |
232
+ | No log | 8.0444 | 362 | 0.6276 | 0.7532 | 0.6276 | 0.7922 |
233
+ | No log | 8.0889 | 364 | 0.7619 | 0.7425 | 0.7619 | 0.8729 |
234
+ | No log | 8.1333 | 366 | 0.7498 | 0.7320 | 0.7498 | 0.8659 |
235
+ | No log | 8.1778 | 368 | 0.6637 | 0.7448 | 0.6637 | 0.8147 |
236
+ | No log | 8.2222 | 370 | 0.6423 | 0.7397 | 0.6423 | 0.8014 |
237
+ | No log | 8.2667 | 372 | 0.6098 | 0.7483 | 0.6098 | 0.7809 |
238
+ | No log | 8.3111 | 374 | 0.5812 | 0.8025 | 0.5812 | 0.7623 |
239
+ | No log | 8.3556 | 376 | 0.5601 | 0.8324 | 0.5601 | 0.7484 |
240
+ | No log | 8.4 | 378 | 0.5586 | 0.8304 | 0.5586 | 0.7474 |
241
+ | No log | 8.4444 | 380 | 0.5477 | 0.8171 | 0.5477 | 0.7401 |
242
+ | No log | 8.4889 | 382 | 0.5582 | 0.7922 | 0.5582 | 0.7471 |
243
+ | No log | 8.5333 | 384 | 0.5502 | 0.8000 | 0.5502 | 0.7417 |
244
+ | No log | 8.5778 | 386 | 0.5179 | 0.8503 | 0.5179 | 0.7197 |
245
+ | No log | 8.6222 | 388 | 0.5224 | 0.8208 | 0.5224 | 0.7228 |
246
+ | No log | 8.6667 | 390 | 0.5071 | 0.8492 | 0.5071 | 0.7121 |
247
+ | No log | 8.7111 | 392 | 0.5047 | 0.8523 | 0.5047 | 0.7104 |
248
+ | No log | 8.7556 | 394 | 0.4992 | 0.8492 | 0.4992 | 0.7065 |
249
+ | No log | 8.8 | 396 | 0.4897 | 0.8475 | 0.4897 | 0.6998 |
250
+ | No log | 8.8444 | 398 | 0.5070 | 0.8606 | 0.5070 | 0.7121 |
251
+ | No log | 8.8889 | 400 | 0.5536 | 0.7808 | 0.5536 | 0.7441 |
252
+ | No log | 8.9333 | 402 | 0.5909 | 0.7586 | 0.5909 | 0.7687 |
253
+ | No log | 8.9778 | 404 | 0.6079 | 0.7586 | 0.6079 | 0.7796 |
254
+ | No log | 9.0222 | 406 | 0.6305 | 0.75 | 0.6305 | 0.7940 |
255
+ | No log | 9.0667 | 408 | 0.6599 | 0.7222 | 0.6599 | 0.8123 |
256
+ | No log | 9.1111 | 410 | 0.6034 | 0.7586 | 0.6034 | 0.7768 |
257
+ | No log | 9.1556 | 412 | 0.6246 | 0.7947 | 0.6246 | 0.7903 |
258
+ | No log | 9.2 | 414 | 0.6614 | 0.76 | 0.6614 | 0.8133 |
259
+ | No log | 9.2444 | 416 | 0.6011 | 0.8105 | 0.6011 | 0.7753 |
260
+ | No log | 9.2889 | 418 | 0.6029 | 0.7517 | 0.6029 | 0.7765 |
261
+ | No log | 9.3333 | 420 | 0.8385 | 0.7219 | 0.8385 | 0.9157 |
262
+ | No log | 9.3778 | 422 | 1.0277 | 0.6705 | 1.0277 | 1.0137 |
263
+ | No log | 9.4222 | 424 | 0.9828 | 0.6216 | 0.9828 | 0.9914 |
264
+ | No log | 9.4667 | 426 | 0.8437 | 0.6853 | 0.8437 | 0.9185 |
265
+ | No log | 9.5111 | 428 | 0.6707 | 0.7324 | 0.6707 | 0.8190 |
266
+ | No log | 9.5556 | 430 | 0.6017 | 0.7361 | 0.6017 | 0.7757 |
267
+ | No log | 9.6 | 432 | 0.5792 | 0.7417 | 0.5792 | 0.7610 |
268
+ | No log | 9.6444 | 434 | 0.5700 | 0.7730 | 0.5700 | 0.7550 |
269
+ | No log | 9.6889 | 436 | 0.5775 | 0.7861 | 0.5775 | 0.7599 |
270
+ | No log | 9.7333 | 438 | 0.5584 | 0.7977 | 0.5584 | 0.7473 |
271
+ | No log | 9.7778 | 440 | 0.5143 | 0.8354 | 0.5143 | 0.7171 |
272
+ | No log | 9.8222 | 442 | 0.5308 | 0.8153 | 0.5308 | 0.7286 |
273
+ | No log | 9.8667 | 444 | 0.5678 | 0.8129 | 0.5678 | 0.7535 |
274
+ | No log | 9.9111 | 446 | 0.5905 | 0.7755 | 0.5905 | 0.7684 |
275
+ | No log | 9.9556 | 448 | 0.6385 | 0.7671 | 0.6385 | 0.7991 |
276
+ | No log | 10.0 | 450 | 0.6558 | 0.75 | 0.6558 | 0.8098 |
277
+ | No log | 10.0444 | 452 | 0.6559 | 0.7552 | 0.6559 | 0.8099 |
278
+ | No log | 10.0889 | 454 | 0.6374 | 0.7639 | 0.6374 | 0.7984 |
279
+ | No log | 10.1333 | 456 | 0.6132 | 0.7755 | 0.6132 | 0.7831 |
280
+ | No log | 10.1778 | 458 | 0.5976 | 0.7568 | 0.5976 | 0.7730 |
281
+ | No log | 10.2222 | 460 | 0.5756 | 0.7853 | 0.5756 | 0.7587 |
282
+ | No log | 10.2667 | 462 | 0.5710 | 0.7853 | 0.5710 | 0.7556 |
283
+ | No log | 10.3111 | 464 | 0.5776 | 0.7867 | 0.5776 | 0.7600 |
284
+ | No log | 10.3556 | 466 | 0.6501 | 0.7361 | 0.6501 | 0.8063 |
285
+ | No log | 10.4 | 468 | 0.7655 | 0.7042 | 0.7655 | 0.8749 |
286
+ | No log | 10.4444 | 470 | 0.8029 | 0.6957 | 0.8029 | 0.8961 |
287
+ | No log | 10.4889 | 472 | 0.7443 | 0.7234 | 0.7443 | 0.8627 |
288
+ | No log | 10.5333 | 474 | 0.6264 | 0.7413 | 0.6264 | 0.7915 |
289
+ | No log | 10.5778 | 476 | 0.5276 | 0.8289 | 0.5276 | 0.7264 |
290
+ | No log | 10.6222 | 478 | 0.4788 | 0.8375 | 0.4788 | 0.6920 |
291
+ | No log | 10.6667 | 480 | 0.4495 | 0.8721 | 0.4495 | 0.6704 |
292
+ | No log | 10.7111 | 482 | 0.4472 | 0.8686 | 0.4472 | 0.6688 |
293
+ | No log | 10.7556 | 484 | 0.4392 | 0.8621 | 0.4392 | 0.6627 |
294
+ | No log | 10.8 | 486 | 0.4495 | 0.8655 | 0.4495 | 0.6705 |
295
+ | No log | 10.8444 | 488 | 0.4826 | 0.8553 | 0.4826 | 0.6947 |
296
+ | No log | 10.8889 | 490 | 0.5865 | 0.7484 | 0.5865 | 0.7659 |
297
+ | No log | 10.9333 | 492 | 0.6696 | 0.7403 | 0.6696 | 0.8183 |
298
+ | No log | 10.9778 | 494 | 0.6510 | 0.7248 | 0.6510 | 0.8068 |
299
+ | No log | 11.0222 | 496 | 0.6093 | 0.7862 | 0.6093 | 0.7806 |
300
+ | No log | 11.0667 | 498 | 0.5671 | 0.8056 | 0.5671 | 0.7531 |
301
+ | 0.365 | 11.1111 | 500 | 0.5384 | 0.8138 | 0.5384 | 0.7338 |
302
+ | 0.365 | 11.1556 | 502 | 0.5049 | 0.8289 | 0.5049 | 0.7106 |
303
+ | 0.365 | 11.2 | 504 | 0.4819 | 0.8642 | 0.4819 | 0.6942 |
304
+ | 0.365 | 11.2444 | 506 | 0.4799 | 0.8554 | 0.4799 | 0.6928 |
305
+ | 0.365 | 11.2889 | 508 | 0.4839 | 0.8503 | 0.4839 | 0.6957 |
306
+ | 0.365 | 11.3333 | 510 | 0.4889 | 0.8415 | 0.4889 | 0.6992 |
307
+ | 0.365 | 11.3778 | 512 | 0.5011 | 0.8375 | 0.5011 | 0.7079 |
308
+ | 0.365 | 11.4222 | 514 | 0.5409 | 0.7758 | 0.5409 | 0.7355 |
309
+ | 0.365 | 11.4667 | 516 | 0.5545 | 0.7448 | 0.5545 | 0.7447 |
310
+ | 0.365 | 11.5111 | 518 | 0.6007 | 0.7413 | 0.6007 | 0.7751 |
311
+ | 0.365 | 11.5556 | 520 | 0.6531 | 0.7518 | 0.6531 | 0.8081 |
312
+ | 0.365 | 11.6 | 522 | 0.6526 | 0.7429 | 0.6526 | 0.8079 |
313
 
314
 
315
  ### Framework versions