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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k8_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_k7_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_k7_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: 0.6980
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- - Qwk: 0.7347
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- - Mse: 0.6980
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- - Rmse: 0.8355
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  ## Model description
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@@ -47,290 +47,324 @@ 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 | 0.0377 | 2 | 6.8948 | 0.0123 | 6.8948 | 2.6258 |
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- | No log | 0.0755 | 4 | 5.5221 | 0.0206 | 5.5221 | 2.3499 |
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- | No log | 0.1132 | 6 | 3.4784 | 0.125 | 3.4784 | 1.8650 |
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- | No log | 0.1509 | 8 | 2.4924 | 0.0395 | 2.4924 | 1.5787 |
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- | No log | 0.1887 | 10 | 3.1491 | -0.0131 | 3.1491 | 1.7746 |
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- | No log | 0.2264 | 12 | 2.8938 | -0.1168 | 2.8938 | 1.7011 |
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- | No log | 0.2642 | 14 | 1.8647 | 0.1165 | 1.8647 | 1.3656 |
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- | No log | 0.3019 | 16 | 1.6343 | 0.1905 | 1.6343 | 1.2784 |
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- | No log | 0.3396 | 18 | 1.6251 | 0.2075 | 1.6251 | 1.2748 |
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- | No log | 0.3774 | 20 | 1.5606 | 0.1698 | 1.5606 | 1.2492 |
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- | No log | 0.4151 | 22 | 1.4911 | 0.2075 | 1.4911 | 1.2211 |
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- | No log | 0.4528 | 24 | 1.6347 | 0.2586 | 1.6347 | 1.2786 |
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- | No log | 0.4906 | 26 | 1.5951 | 0.3103 | 1.5951 | 1.2630 |
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- | No log | 0.5283 | 28 | 1.4521 | 0.3478 | 1.4521 | 1.2050 |
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- | No log | 0.5660 | 30 | 1.4974 | 0.4812 | 1.4974 | 1.2237 |
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- | No log | 0.6038 | 32 | 1.2050 | 0.4603 | 1.2050 | 1.0977 |
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- | No log | 0.6415 | 34 | 0.9456 | 0.5649 | 0.9456 | 0.9724 |
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- | No log | 0.6792 | 36 | 0.9293 | 0.5714 | 0.9293 | 0.9640 |
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- | No log | 0.7170 | 38 | 1.1435 | 0.5753 | 1.1435 | 1.0693 |
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- | No log | 0.7547 | 40 | 1.5703 | 0.4852 | 1.5703 | 1.2531 |
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- | No log | 0.7925 | 42 | 1.1889 | 0.6467 | 1.1889 | 1.0904 |
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- | No log | 0.8302 | 44 | 0.8585 | 0.7179 | 0.8585 | 0.9266 |
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- | No log | 0.8679 | 46 | 0.8227 | 0.7051 | 0.8227 | 0.9070 |
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- | No log | 0.9057 | 48 | 0.9474 | 0.6905 | 0.9474 | 0.9733 |
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- | No log | 0.9434 | 50 | 1.3920 | 0.5810 | 1.3920 | 1.1798 |
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- | No log | 0.9811 | 52 | 1.4895 | 0.5810 | 1.4895 | 1.2205 |
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- | No log | 1.0189 | 54 | 1.3262 | 0.6339 | 1.3262 | 1.1516 |
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- | No log | 1.0566 | 56 | 1.0697 | 0.6587 | 1.0697 | 1.0343 |
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- | No log | 1.0943 | 58 | 0.8867 | 0.6879 | 0.8867 | 0.9416 |
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- | No log | 1.1321 | 60 | 0.8399 | 0.7241 | 0.8399 | 0.9165 |
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- | No log | 1.1698 | 62 | 0.8231 | 0.7117 | 0.8231 | 0.9072 |
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- | No log | 1.2075 | 64 | 0.7680 | 0.7051 | 0.7680 | 0.8763 |
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- | No log | 1.2453 | 66 | 0.7509 | 0.7059 | 0.7509 | 0.8665 |
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- | No log | 1.2830 | 68 | 0.8074 | 0.6887 | 0.8074 | 0.8985 |
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- | No log | 1.3208 | 70 | 0.7266 | 0.7324 | 0.7266 | 0.8524 |
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- | No log | 1.3585 | 72 | 0.8938 | 0.6483 | 0.8938 | 0.9454 |
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- | No log | 1.3962 | 74 | 0.8888 | 0.6712 | 0.8888 | 0.9428 |
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- | No log | 1.4340 | 76 | 0.7867 | 0.7114 | 0.7867 | 0.8870 |
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- | No log | 1.4717 | 78 | 0.8217 | 0.7215 | 0.8217 | 0.9065 |
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- | No log | 1.5094 | 80 | 0.9295 | 0.6957 | 0.9295 | 0.9641 |
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- | No log | 1.5472 | 82 | 0.8642 | 0.7317 | 0.8642 | 0.9296 |
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- | No log | 1.5849 | 84 | 0.7454 | 0.7711 | 0.7454 | 0.8634 |
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- | No log | 1.6226 | 86 | 0.7616 | 0.7730 | 0.7616 | 0.8727 |
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- | No log | 1.6604 | 88 | 0.8398 | 0.6667 | 0.8398 | 0.9164 |
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- | No log | 1.6981 | 90 | 0.9822 | 0.6747 | 0.9822 | 0.9911 |
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- | No log | 1.7358 | 92 | 1.3084 | 0.6102 | 1.3084 | 1.1438 |
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- | No log | 1.7736 | 94 | 1.2776 | 0.5714 | 1.2776 | 1.1303 |
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- | No log | 1.8113 | 96 | 0.9031 | 0.6579 | 0.9031 | 0.9503 |
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- | No log | 1.8491 | 98 | 0.8822 | 0.6892 | 0.8822 | 0.9393 |
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- | No log | 1.8868 | 100 | 0.9152 | 0.6486 | 0.9152 | 0.9566 |
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- | No log | 1.9245 | 102 | 0.7319 | 0.7211 | 0.7319 | 0.8555 |
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- | No log | 1.9623 | 104 | 0.7239 | 0.7248 | 0.7239 | 0.8508 |
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- | No log | 2.0 | 106 | 0.6635 | 0.7949 | 0.6635 | 0.8146 |
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- | No log | 2.0377 | 108 | 0.6350 | 0.7799 | 0.6350 | 0.7968 |
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- | No log | 2.0755 | 110 | 0.6494 | 0.8 | 0.6494 | 0.8059 |
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- | No log | 2.1132 | 112 | 0.6515 | 0.8046 | 0.6515 | 0.8072 |
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- | No log | 2.1509 | 114 | 0.6976 | 0.7978 | 0.6976 | 0.8352 |
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- | No log | 2.1887 | 116 | 0.7598 | 0.7619 | 0.7598 | 0.8717 |
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- | No log | 2.2264 | 118 | 0.8785 | 0.7126 | 0.8785 | 0.9373 |
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- | No log | 2.2642 | 120 | 0.8128 | 0.7333 | 0.8128 | 0.9015 |
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- | No log | 2.3019 | 122 | 0.6920 | 0.7950 | 0.6920 | 0.8319 |
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- | No log | 2.3396 | 124 | 0.7638 | 0.7320 | 0.7638 | 0.8739 |
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- | No log | 2.3774 | 126 | 0.7494 | 0.7273 | 0.7494 | 0.8657 |
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- | No log | 2.4151 | 128 | 0.7496 | 0.6423 | 0.7496 | 0.8658 |
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- | No log | 2.4528 | 130 | 0.8356 | 0.6939 | 0.8356 | 0.9141 |
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- | No log | 2.4906 | 132 | 0.8023 | 0.6809 | 0.8023 | 0.8957 |
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- | No log | 2.5283 | 134 | 0.7520 | 0.7034 | 0.7520 | 0.8672 |
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- | No log | 2.5660 | 136 | 0.6981 | 0.7550 | 0.6981 | 0.8355 |
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- | No log | 2.6038 | 138 | 0.7546 | 0.7528 | 0.7546 | 0.8687 |
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- | No log | 2.6415 | 140 | 1.1315 | 0.6802 | 1.1315 | 1.0637 |
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- | No log | 2.6792 | 142 | 1.2444 | 0.6531 | 1.2444 | 1.1155 |
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- | No log | 2.7170 | 144 | 0.9580 | 0.7159 | 0.9580 | 0.9788 |
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- | No log | 2.7547 | 146 | 0.7315 | 0.7317 | 0.7315 | 0.8553 |
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- | No log | 2.7925 | 148 | 0.7639 | 0.7515 | 0.7639 | 0.8740 |
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- | No log | 2.8302 | 150 | 0.7731 | 0.7170 | 0.7731 | 0.8792 |
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- | No log | 2.8679 | 152 | 0.8225 | 0.7152 | 0.8225 | 0.9069 |
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- | No log | 2.9057 | 154 | 0.8406 | 0.6713 | 0.8406 | 0.9168 |
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- | No log | 2.9434 | 156 | 0.8280 | 0.6761 | 0.8280 | 0.9099 |
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- | No log | 2.9811 | 158 | 0.8264 | 0.6849 | 0.8264 | 0.9091 |
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- | No log | 3.0189 | 160 | 0.8164 | 0.6806 | 0.8164 | 0.9036 |
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- | No log | 3.0566 | 162 | 0.7953 | 0.6853 | 0.7953 | 0.8918 |
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- | No log | 3.0943 | 164 | 0.7549 | 0.7285 | 0.7549 | 0.8688 |
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- | No log | 3.1321 | 166 | 0.7266 | 0.7389 | 0.7266 | 0.8524 |
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- | No log | 3.1698 | 168 | 0.7055 | 0.7389 | 0.7055 | 0.8399 |
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- | No log | 3.2075 | 170 | 0.7690 | 0.7425 | 0.7690 | 0.8769 |
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- | No log | 3.2453 | 172 | 0.7684 | 0.7261 | 0.7684 | 0.8766 |
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- | No log | 3.2830 | 174 | 0.6929 | 0.7875 | 0.6929 | 0.8324 |
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- | No log | 3.3208 | 176 | 0.7012 | 0.8 | 0.7012 | 0.8374 |
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- | No log | 3.3585 | 178 | 0.6607 | 0.7927 | 0.6607 | 0.8129 |
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- | No log | 3.3962 | 180 | 0.8075 | 0.7556 | 0.8075 | 0.8986 |
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- | No log | 3.4340 | 182 | 0.7998 | 0.7514 | 0.7998 | 0.8943 |
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- | No log | 3.4717 | 184 | 0.6960 | 0.75 | 0.6960 | 0.8343 |
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- | No log | 3.5094 | 186 | 0.6128 | 0.7950 | 0.6128 | 0.7828 |
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- | No log | 3.5472 | 188 | 0.7293 | 0.75 | 0.7293 | 0.8540 |
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- | No log | 3.5849 | 190 | 0.6781 | 0.7625 | 0.6781 | 0.8235 |
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- | No log | 3.6226 | 192 | 0.6072 | 0.8 | 0.6072 | 0.7792 |
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- | No log | 3.6604 | 194 | 0.7884 | 0.7284 | 0.7884 | 0.8879 |
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- | No log | 3.6981 | 196 | 0.9906 | 0.6587 | 0.9906 | 0.9953 |
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- | No log | 3.7358 | 198 | 0.9417 | 0.6800 | 0.9417 | 0.9704 |
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- | No log | 3.7736 | 200 | 0.7802 | 0.7361 | 0.7802 | 0.8833 |
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- | No log | 3.8113 | 202 | 0.7271 | 0.7273 | 0.7271 | 0.8527 |
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- | No log | 3.8491 | 204 | 0.8152 | 0.75 | 0.8152 | 0.9029 |
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- | No log | 3.8868 | 206 | 0.7929 | 0.7436 | 0.7929 | 0.8904 |
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- | No log | 3.9245 | 208 | 0.7288 | 0.7448 | 0.7288 | 0.8537 |
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- | No log | 3.9623 | 210 | 0.8475 | 0.6711 | 0.8475 | 0.9206 |
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- | No log | 4.0 | 212 | 1.3642 | 0.6129 | 1.3642 | 1.1680 |
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- | No log | 4.0377 | 214 | 1.6694 | 0.5660 | 1.6694 | 1.2920 |
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- | No log | 4.0755 | 216 | 1.4876 | 0.6377 | 1.4876 | 1.2197 |
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- | No log | 4.1132 | 218 | 0.9296 | 0.7222 | 0.9296 | 0.9642 |
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- | No log | 4.1509 | 220 | 0.5873 | 0.7578 | 0.5873 | 0.7663 |
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- | No log | 4.1887 | 222 | 0.7329 | 0.7665 | 0.7329 | 0.8561 |
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- | No log | 4.2264 | 224 | 0.8863 | 0.7066 | 0.8863 | 0.9415 |
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- | No log | 4.2642 | 226 | 0.7640 | 0.7421 | 0.7640 | 0.8741 |
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- | No log | 4.3019 | 228 | 0.6998 | 0.7413 | 0.6998 | 0.8366 |
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- | No log | 4.3396 | 230 | 0.7290 | 0.7222 | 0.7290 | 0.8538 |
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- | No log | 4.3774 | 232 | 0.6517 | 0.7662 | 0.6517 | 0.8073 |
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- | No log | 4.4151 | 234 | 0.5868 | 0.8171 | 0.5868 | 0.7660 |
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- | No log | 4.4528 | 236 | 0.5725 | 0.8242 | 0.5725 | 0.7566 |
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- | No log | 4.4906 | 238 | 0.5786 | 0.7758 | 0.5786 | 0.7606 |
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- | No log | 4.5283 | 240 | 0.6541 | 0.7640 | 0.6541 | 0.8087 |
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- | No log | 4.5660 | 242 | 0.7502 | 0.7337 | 0.7502 | 0.8661 |
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- | No log | 4.6038 | 244 | 0.7739 | 0.6842 | 0.7739 | 0.8797 |
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- | No log | 4.6415 | 246 | 0.7417 | 0.7222 | 0.7417 | 0.8612 |
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- | No log | 4.6792 | 248 | 0.7168 | 0.7755 | 0.7168 | 0.8466 |
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- | No log | 4.7170 | 250 | 0.7071 | 0.7483 | 0.7071 | 0.8409 |
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- | No log | 4.7547 | 252 | 0.7445 | 0.7211 | 0.7445 | 0.8628 |
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- | No log | 4.7925 | 254 | 0.8080 | 0.7101 | 0.8080 | 0.8989 |
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- | No log | 4.8302 | 256 | 0.7206 | 0.7821 | 0.7206 | 0.8489 |
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- | No log | 4.8679 | 258 | 0.6478 | 0.7914 | 0.6478 | 0.8048 |
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- | No log | 4.9057 | 260 | 0.6102 | 0.8222 | 0.6102 | 0.7811 |
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- | No log | 4.9434 | 262 | 0.5804 | 0.7925 | 0.5804 | 0.7618 |
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- | No log | 4.9811 | 264 | 0.5706 | 0.7975 | 0.5706 | 0.7554 |
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- | No log | 5.0189 | 266 | 0.5885 | 0.7755 | 0.5885 | 0.7672 |
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- | No log | 5.0566 | 268 | 0.6216 | 0.7639 | 0.6216 | 0.7884 |
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- | No log | 5.0943 | 270 | 0.6819 | 0.7324 | 0.6819 | 0.8258 |
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- | No log | 5.1321 | 272 | 0.6588 | 0.7639 | 0.6588 | 0.8117 |
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- | No log | 5.1698 | 274 | 0.6427 | 0.7755 | 0.6427 | 0.8017 |
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- | No log | 5.2075 | 276 | 0.6463 | 0.7871 | 0.6463 | 0.8039 |
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- | No log | 5.2453 | 278 | 0.7267 | 0.7432 | 0.7267 | 0.8525 |
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- | No log | 5.2830 | 280 | 0.7304 | 0.7432 | 0.7304 | 0.8546 |
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- | No log | 5.3208 | 282 | 0.7282 | 0.7345 | 0.7282 | 0.8534 |
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- | No log | 5.3585 | 284 | 0.7253 | 0.6968 | 0.7253 | 0.8517 |
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- | No log | 5.3962 | 286 | 0.7097 | 0.75 | 0.7097 | 0.8425 |
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- | No log | 5.4340 | 288 | 0.6748 | 0.7517 | 0.6748 | 0.8215 |
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- | No log | 5.4717 | 290 | 0.6970 | 0.7517 | 0.6970 | 0.8349 |
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- | No log | 5.5094 | 292 | 0.7426 | 0.7260 | 0.7426 | 0.8618 |
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- | No log | 5.5472 | 294 | 0.7465 | 0.7260 | 0.7465 | 0.8640 |
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- | No log | 5.5849 | 296 | 0.6979 | 0.7483 | 0.6979 | 0.8354 |
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- | No log | 5.6226 | 298 | 0.6630 | 0.7550 | 0.6630 | 0.8142 |
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- | No log | 5.6604 | 300 | 0.6556 | 0.7662 | 0.6556 | 0.8097 |
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- | No log | 5.6981 | 302 | 0.6629 | 0.7712 | 0.6629 | 0.8142 |
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- | No log | 5.7358 | 304 | 0.6912 | 0.7643 | 0.6912 | 0.8314 |
204
- | No log | 5.7736 | 306 | 0.6894 | 0.7582 | 0.6894 | 0.8303 |
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- | No log | 5.8113 | 308 | 0.7227 | 0.7532 | 0.7227 | 0.8501 |
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- | No log | 5.8491 | 310 | 0.7741 | 0.7347 | 0.7741 | 0.8799 |
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- | No log | 5.8868 | 312 | 0.7961 | 0.7310 | 0.7961 | 0.8922 |
208
- | No log | 5.9245 | 314 | 0.7698 | 0.7273 | 0.7698 | 0.8774 |
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- | No log | 5.9623 | 316 | 0.7150 | 0.7222 | 0.7150 | 0.8456 |
210
- | No log | 6.0 | 318 | 0.7045 | 0.7222 | 0.7045 | 0.8393 |
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- | No log | 6.0377 | 320 | 0.8299 | 0.6842 | 0.8299 | 0.9110 |
212
- | No log | 6.0755 | 322 | 0.9029 | 0.6452 | 0.9029 | 0.9502 |
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- | No log | 6.1132 | 324 | 0.8175 | 0.7105 | 0.8175 | 0.9042 |
214
- | No log | 6.1509 | 326 | 0.6951 | 0.7347 | 0.6951 | 0.8337 |
215
- | No log | 6.1887 | 328 | 0.6568 | 0.7838 | 0.6568 | 0.8104 |
216
- | No log | 6.2264 | 330 | 0.6999 | 0.7432 | 0.6999 | 0.8366 |
217
- | No log | 6.2642 | 332 | 0.6827 | 0.7432 | 0.6827 | 0.8263 |
218
- | No log | 6.3019 | 334 | 0.6623 | 0.7733 | 0.6623 | 0.8138 |
219
- | No log | 6.3396 | 336 | 0.7626 | 0.7320 | 0.7626 | 0.8733 |
220
- | No log | 6.3774 | 338 | 0.8386 | 0.6962 | 0.8386 | 0.9157 |
221
- | No log | 6.4151 | 340 | 0.7964 | 0.7170 | 0.7964 | 0.8924 |
222
- | No log | 6.4528 | 342 | 0.6791 | 0.7792 | 0.6791 | 0.8241 |
223
- | No log | 6.4906 | 344 | 0.6577 | 0.7682 | 0.6577 | 0.8110 |
224
- | No log | 6.5283 | 346 | 0.6877 | 0.7843 | 0.6877 | 0.8293 |
225
- | No log | 6.5660 | 348 | 0.6989 | 0.7222 | 0.6989 | 0.8360 |
226
- | No log | 6.6038 | 350 | 0.7933 | 0.7114 | 0.7933 | 0.8907 |
227
- | No log | 6.6415 | 352 | 0.8910 | 0.6486 | 0.8910 | 0.9439 |
228
- | No log | 6.6792 | 354 | 0.8795 | 0.6711 | 0.8795 | 0.9378 |
229
- | No log | 6.7170 | 356 | 0.7808 | 0.72 | 0.7808 | 0.8836 |
230
- | No log | 6.7547 | 358 | 0.7281 | 0.7105 | 0.7281 | 0.8533 |
231
- | No log | 6.7925 | 360 | 0.6628 | 0.75 | 0.6628 | 0.8141 |
232
- | No log | 6.8302 | 362 | 0.6510 | 0.7550 | 0.6510 | 0.8069 |
233
- | No log | 6.8679 | 364 | 0.6508 | 0.7763 | 0.6508 | 0.8067 |
234
- | No log | 6.9057 | 366 | 0.6750 | 0.7383 | 0.6750 | 0.8216 |
235
- | No log | 6.9434 | 368 | 0.7199 | 0.7483 | 0.7199 | 0.8484 |
236
- | No log | 6.9811 | 370 | 0.7990 | 0.7421 | 0.7990 | 0.8939 |
237
- | No log | 7.0189 | 372 | 0.7940 | 0.7470 | 0.7940 | 0.8910 |
238
- | No log | 7.0566 | 374 | 0.7230 | 0.7375 | 0.7230 | 0.8503 |
239
- | No log | 7.0943 | 376 | 0.6708 | 0.7375 | 0.6708 | 0.8190 |
240
- | No log | 7.1321 | 378 | 0.6290 | 0.7792 | 0.6290 | 0.7931 |
241
- | No log | 7.1698 | 380 | 0.6327 | 0.7838 | 0.6327 | 0.7954 |
242
- | No log | 7.2075 | 382 | 0.6699 | 0.7619 | 0.6699 | 0.8185 |
243
- | No log | 7.2453 | 384 | 0.7288 | 0.7534 | 0.7288 | 0.8537 |
244
- | No log | 7.2830 | 386 | 0.8134 | 0.7273 | 0.8134 | 0.9019 |
245
- | No log | 7.3208 | 388 | 0.8115 | 0.7105 | 0.8115 | 0.9008 |
246
- | No log | 7.3585 | 390 | 0.7405 | 0.7237 | 0.7405 | 0.8605 |
247
- | No log | 7.3962 | 392 | 0.6770 | 0.7733 | 0.6770 | 0.8228 |
248
- | No log | 7.4340 | 394 | 0.6731 | 0.7975 | 0.6731 | 0.8204 |
249
- | No log | 7.4717 | 396 | 0.6547 | 0.7879 | 0.6547 | 0.8092 |
250
- | No log | 7.5094 | 398 | 0.6831 | 0.7784 | 0.6831 | 0.8265 |
251
- | No log | 7.5472 | 400 | 0.8234 | 0.7303 | 0.8234 | 0.9074 |
252
- | No log | 7.5849 | 402 | 0.9146 | 0.7045 | 0.9146 | 0.9563 |
253
- | No log | 7.6226 | 404 | 0.8920 | 0.6456 | 0.8920 | 0.9445 |
254
- | No log | 7.6604 | 406 | 0.7758 | 0.7013 | 0.7758 | 0.8808 |
255
- | No log | 7.6981 | 408 | 0.6991 | 0.7651 | 0.6991 | 0.8361 |
256
- | No log | 7.7358 | 410 | 0.6961 | 0.7821 | 0.6961 | 0.8343 |
257
- | No log | 7.7736 | 412 | 0.6882 | 0.7904 | 0.6882 | 0.8296 |
258
- | No log | 7.8113 | 414 | 0.6742 | 0.7904 | 0.6742 | 0.8211 |
259
- | No log | 7.8491 | 416 | 0.6285 | 0.7977 | 0.6285 | 0.7928 |
260
- | No log | 7.8868 | 418 | 0.6345 | 0.8075 | 0.6345 | 0.7965 |
261
- | No log | 7.9245 | 420 | 0.6802 | 0.8158 | 0.6802 | 0.8247 |
262
- | No log | 7.9623 | 422 | 0.7567 | 0.7724 | 0.7567 | 0.8699 |
263
- | No log | 8.0 | 424 | 0.8334 | 0.6667 | 0.8334 | 0.9129 |
264
- | No log | 8.0377 | 426 | 0.8324 | 0.6667 | 0.8324 | 0.9124 |
265
- | No log | 8.0755 | 428 | 0.7994 | 0.6713 | 0.7994 | 0.8941 |
266
- | No log | 8.1132 | 430 | 0.7743 | 0.6993 | 0.7743 | 0.8800 |
267
- | No log | 8.1509 | 432 | 0.7579 | 0.7034 | 0.7579 | 0.8706 |
268
- | No log | 8.1887 | 434 | 0.6677 | 0.7651 | 0.6677 | 0.8171 |
269
- | No log | 8.2264 | 436 | 0.6245 | 0.8027 | 0.6245 | 0.7903 |
270
- | No log | 8.2642 | 438 | 0.6339 | 0.7785 | 0.6339 | 0.7962 |
271
- | No log | 8.3019 | 440 | 0.6336 | 0.7785 | 0.6336 | 0.7960 |
272
- | No log | 8.3396 | 442 | 0.6146 | 0.8054 | 0.6146 | 0.7840 |
273
- | No log | 8.3774 | 444 | 0.6156 | 0.8289 | 0.6156 | 0.7846 |
274
- | No log | 8.4151 | 446 | 0.6050 | 0.8 | 0.6050 | 0.7778 |
275
- | No log | 8.4528 | 448 | 0.5797 | 0.8228 | 0.5797 | 0.7614 |
276
- | No log | 8.4906 | 450 | 0.5638 | 0.8228 | 0.5638 | 0.7509 |
277
- | No log | 8.5283 | 452 | 0.5691 | 0.7975 | 0.5691 | 0.7544 |
278
- | No log | 8.5660 | 454 | 0.5729 | 0.8176 | 0.5729 | 0.7569 |
279
- | No log | 8.6038 | 456 | 0.5769 | 0.8148 | 0.5769 | 0.7595 |
280
- | No log | 8.6415 | 458 | 0.5853 | 0.8101 | 0.5853 | 0.7651 |
281
- | No log | 8.6792 | 460 | 0.6273 | 0.7831 | 0.6273 | 0.7920 |
282
- | No log | 8.7170 | 462 | 0.7407 | 0.7453 | 0.7407 | 0.8606 |
283
- | No log | 8.7547 | 464 | 0.7972 | 0.6993 | 0.7972 | 0.8929 |
284
- | No log | 8.7925 | 466 | 0.7686 | 0.7222 | 0.7686 | 0.8767 |
285
- | No log | 8.8302 | 468 | 0.7075 | 0.7465 | 0.7075 | 0.8412 |
286
- | No log | 8.8679 | 470 | 0.6568 | 0.7376 | 0.6568 | 0.8104 |
287
- | No log | 8.9057 | 472 | 0.6246 | 0.7808 | 0.6246 | 0.7903 |
288
- | No log | 8.9434 | 474 | 0.6232 | 0.8026 | 0.6232 | 0.7894 |
289
- | No log | 8.9811 | 476 | 0.6641 | 0.7595 | 0.6641 | 0.8149 |
290
- | No log | 9.0189 | 478 | 0.6669 | 0.7595 | 0.6669 | 0.8166 |
291
- | No log | 9.0566 | 480 | 0.6764 | 0.75 | 0.6764 | 0.8224 |
292
- | No log | 9.0943 | 482 | 0.7147 | 0.75 | 0.7147 | 0.8454 |
293
- | No log | 9.1321 | 484 | 0.7475 | 0.75 | 0.7475 | 0.8646 |
294
- | No log | 9.1698 | 486 | 0.7466 | 0.7815 | 0.7466 | 0.8641 |
295
- | No log | 9.2075 | 488 | 0.7550 | 0.7733 | 0.7550 | 0.8689 |
296
- | No log | 9.2453 | 490 | 0.7434 | 0.7297 | 0.7434 | 0.8622 |
297
- | No log | 9.2830 | 492 | 0.7216 | 0.7347 | 0.7216 | 0.8495 |
298
- | No log | 9.3208 | 494 | 0.6847 | 0.7682 | 0.6847 | 0.8274 |
299
- | No log | 9.3585 | 496 | 0.6786 | 0.7974 | 0.6786 | 0.8238 |
300
- | No log | 9.3962 | 498 | 0.7413 | 0.7439 | 0.7413 | 0.8610 |
301
- | 0.3952 | 9.4340 | 500 | 0.7876 | 0.7556 | 0.7876 | 0.8875 |
302
- | 0.3952 | 9.4717 | 502 | 0.7329 | 0.7630 | 0.7329 | 0.8561 |
303
- | 0.3952 | 9.5094 | 504 | 0.6563 | 0.7901 | 0.6563 | 0.8101 |
304
- | 0.3952 | 9.5472 | 506 | 0.6354 | 0.7792 | 0.6354 | 0.7971 |
305
- | 0.3952 | 9.5849 | 508 | 0.6418 | 0.7867 | 0.6418 | 0.8011 |
306
- | 0.3952 | 9.6226 | 510 | 0.6223 | 0.7922 | 0.6223 | 0.7888 |
307
- | 0.3952 | 9.6604 | 512 | 0.6161 | 0.7898 | 0.6161 | 0.7849 |
308
- | 0.3952 | 9.6981 | 514 | 0.6342 | 0.8176 | 0.6342 | 0.7963 |
309
- | 0.3952 | 9.7358 | 516 | 0.6816 | 0.7722 | 0.6816 | 0.8256 |
310
- | 0.3952 | 9.7736 | 518 | 0.6889 | 0.7632 | 0.6889 | 0.8300 |
311
- | 0.3952 | 9.8113 | 520 | 0.6719 | 0.7606 | 0.6719 | 0.8197 |
312
- | 0.3952 | 9.8491 | 522 | 0.6677 | 0.7671 | 0.6677 | 0.8172 |
313
- | 0.3952 | 9.8868 | 524 | 0.6861 | 0.7763 | 0.6861 | 0.8283 |
314
- | 0.3952 | 9.9245 | 526 | 0.6550 | 0.7843 | 0.6550 | 0.8093 |
315
- | 0.3952 | 9.9623 | 528 | 0.6105 | 0.7871 | 0.6105 | 0.7814 |
316
- | 0.3952 | 10.0 | 530 | 0.6440 | 0.8045 | 0.6440 | 0.8025 |
317
- | 0.3952 | 10.0377 | 532 | 0.7285 | 0.7684 | 0.7285 | 0.8535 |
318
- | 0.3952 | 10.0755 | 534 | 0.7347 | 0.7602 | 0.7347 | 0.8571 |
319
- | 0.3952 | 10.1132 | 536 | 0.7104 | 0.7215 | 0.7104 | 0.8428 |
320
- | 0.3952 | 10.1509 | 538 | 0.6766 | 0.7662 | 0.6766 | 0.8225 |
321
- | 0.3952 | 10.1887 | 540 | 0.6533 | 0.7613 | 0.6533 | 0.8083 |
322
- | 0.3952 | 10.2264 | 542 | 0.6244 | 0.7861 | 0.6244 | 0.7902 |
323
- | 0.3952 | 10.2642 | 544 | 0.6233 | 0.7956 | 0.6233 | 0.7895 |
324
- | 0.3952 | 10.3019 | 546 | 0.6383 | 0.8111 | 0.6383 | 0.7989 |
325
- | 0.3952 | 10.3396 | 548 | 0.6521 | 0.7738 | 0.6521 | 0.8076 |
326
- | 0.3952 | 10.3774 | 550 | 0.6515 | 0.7792 | 0.6515 | 0.8072 |
327
- | 0.3952 | 10.4151 | 552 | 0.6654 | 0.7534 | 0.6654 | 0.8157 |
328
- | 0.3952 | 10.4528 | 554 | 0.6822 | 0.7808 | 0.6822 | 0.8259 |
329
- | 0.3952 | 10.4906 | 556 | 0.7100 | 0.7467 | 0.7100 | 0.8426 |
330
- | 0.3952 | 10.5283 | 558 | 0.7938 | 0.6887 | 0.7938 | 0.8910 |
331
- | 0.3952 | 10.5660 | 560 | 0.7905 | 0.6842 | 0.7905 | 0.8891 |
332
- | 0.3952 | 10.6038 | 562 | 0.7406 | 0.7347 | 0.7406 | 0.8606 |
333
- | 0.3952 | 10.6415 | 564 | 0.6980 | 0.7347 | 0.6980 | 0.8355 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
334
 
335
 
336
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k8_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_k8_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: 0.7813
19
+ - Qwk: 0.6667
20
+ - Mse: 0.7813
21
+ - Rmse: 0.8839
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.0333 | 2 | 6.9082 | 0.0242 | 6.9082 | 2.6283 |
53
+ | No log | 0.0667 | 4 | 5.8305 | 0.0068 | 5.8305 | 2.4146 |
54
+ | No log | 0.1 | 6 | 3.6150 | 0.0847 | 3.6150 | 1.9013 |
55
+ | No log | 0.1333 | 8 | 2.6289 | 0.0132 | 2.6289 | 1.6214 |
56
+ | No log | 0.1667 | 10 | 2.1907 | 0.1231 | 2.1907 | 1.4801 |
57
+ | No log | 0.2 | 12 | 1.7684 | 0.1538 | 1.7684 | 1.3298 |
58
+ | No log | 0.2333 | 14 | 1.7728 | 0.0784 | 1.7728 | 1.3315 |
59
+ | No log | 0.2667 | 16 | 1.7705 | 0.0784 | 1.7705 | 1.3306 |
60
+ | No log | 0.3 | 18 | 1.7970 | 0.1333 | 1.7970 | 1.3405 |
61
+ | No log | 0.3333 | 20 | 1.6964 | 0.2385 | 1.6964 | 1.3025 |
62
+ | No log | 0.3667 | 22 | 1.8244 | 0.3548 | 1.8244 | 1.3507 |
63
+ | No log | 0.4 | 24 | 1.8346 | 0.3538 | 1.8346 | 1.3545 |
64
+ | No log | 0.4333 | 26 | 1.6991 | 0.3651 | 1.6991 | 1.3035 |
65
+ | No log | 0.4667 | 28 | 1.4789 | 0.3621 | 1.4789 | 1.2161 |
66
+ | No log | 0.5 | 30 | 1.6239 | 0.2364 | 1.6239 | 1.2743 |
67
+ | No log | 0.5333 | 32 | 1.8973 | 0.1607 | 1.8973 | 1.3774 |
68
+ | No log | 0.5667 | 34 | 1.9001 | 0.1391 | 1.9001 | 1.3784 |
69
+ | No log | 0.6 | 36 | 1.6276 | 0.2000 | 1.6276 | 1.2758 |
70
+ | No log | 0.6333 | 38 | 1.6056 | 0.1786 | 1.6056 | 1.2671 |
71
+ | No log | 0.6667 | 40 | 1.3098 | 0.3826 | 1.3098 | 1.1445 |
72
+ | No log | 0.7 | 42 | 1.1345 | 0.4655 | 1.1345 | 1.0651 |
73
+ | No log | 0.7333 | 44 | 1.0921 | 0.5082 | 1.0921 | 1.0451 |
74
+ | No log | 0.7667 | 46 | 1.1408 | 0.5161 | 1.1408 | 1.0681 |
75
+ | No log | 0.8 | 48 | 1.1707 | 0.528 | 1.1707 | 1.0820 |
76
+ | No log | 0.8333 | 50 | 1.1256 | 0.5161 | 1.1256 | 1.0610 |
77
+ | No log | 0.8667 | 52 | 1.0411 | 0.5042 | 1.0411 | 1.0203 |
78
+ | No log | 0.9 | 54 | 1.0423 | 0.4957 | 1.0423 | 1.0209 |
79
+ | No log | 0.9333 | 56 | 1.0956 | 0.4386 | 1.0956 | 1.0467 |
80
+ | No log | 0.9667 | 58 | 1.1691 | 0.3898 | 1.1691 | 1.0813 |
81
+ | No log | 1.0 | 60 | 1.3075 | 0.4138 | 1.3075 | 1.1434 |
82
+ | No log | 1.0333 | 62 | 1.4266 | 0.4 | 1.4266 | 1.1944 |
83
+ | No log | 1.0667 | 64 | 1.2362 | 0.5077 | 1.2362 | 1.1119 |
84
+ | No log | 1.1 | 66 | 1.1848 | 0.5303 | 1.1848 | 1.0885 |
85
+ | No log | 1.1333 | 68 | 1.1592 | 0.5672 | 1.1592 | 1.0767 |
86
+ | No log | 1.1667 | 70 | 1.1053 | 0.5865 | 1.1053 | 1.0513 |
87
+ | No log | 1.2 | 72 | 1.0459 | 0.5821 | 1.0459 | 1.0227 |
88
+ | No log | 1.2333 | 74 | 1.0181 | 0.6222 | 1.0181 | 1.0090 |
89
+ | No log | 1.2667 | 76 | 1.0119 | 0.5802 | 1.0119 | 1.0059 |
90
+ | No log | 1.3 | 78 | 1.0927 | 0.5672 | 1.0927 | 1.0453 |
91
+ | No log | 1.3333 | 80 | 1.2660 | 0.5255 | 1.2660 | 1.1252 |
92
+ | No log | 1.3667 | 82 | 1.2875 | 0.5039 | 1.2875 | 1.1347 |
93
+ | No log | 1.4 | 84 | 1.2503 | 0.5312 | 1.2503 | 1.1181 |
94
+ | No log | 1.4333 | 86 | 1.1982 | 0.5039 | 1.1982 | 1.0946 |
95
+ | No log | 1.4667 | 88 | 1.2058 | 0.5075 | 1.2058 | 1.0981 |
96
+ | No log | 1.5 | 90 | 1.4050 | 0.4626 | 1.4050 | 1.1853 |
97
+ | No log | 1.5333 | 92 | 1.2505 | 0.5241 | 1.2505 | 1.1183 |
98
+ | No log | 1.5667 | 94 | 0.9744 | 0.6466 | 0.9744 | 0.9871 |
99
+ | No log | 1.6 | 96 | 0.8545 | 0.6370 | 0.8545 | 0.9244 |
100
+ | No log | 1.6333 | 98 | 0.7992 | 0.6370 | 0.7992 | 0.8940 |
101
+ | No log | 1.6667 | 100 | 0.7842 | 0.6993 | 0.7842 | 0.8855 |
102
+ | No log | 1.7 | 102 | 0.9521 | 0.6800 | 0.9521 | 0.9758 |
103
+ | No log | 1.7333 | 104 | 0.9643 | 0.7013 | 0.9643 | 0.9820 |
104
+ | No log | 1.7667 | 106 | 0.8436 | 0.7027 | 0.8436 | 0.9185 |
105
+ | No log | 1.8 | 108 | 0.8197 | 0.6806 | 0.8197 | 0.9054 |
106
+ | No log | 1.8333 | 110 | 0.8283 | 0.6897 | 0.8283 | 0.9101 |
107
+ | No log | 1.8667 | 112 | 0.9247 | 0.6759 | 0.9247 | 0.9616 |
108
+ | No log | 1.9 | 114 | 0.9953 | 0.6757 | 0.9953 | 0.9977 |
109
+ | No log | 1.9333 | 116 | 1.0224 | 0.6759 | 1.0224 | 1.0111 |
110
+ | No log | 1.9667 | 118 | 1.1153 | 0.6133 | 1.1153 | 1.0561 |
111
+ | No log | 2.0 | 120 | 1.0409 | 0.6434 | 1.0409 | 1.0203 |
112
+ | No log | 2.0333 | 122 | 0.9511 | 0.7 | 0.9511 | 0.9752 |
113
+ | No log | 2.0667 | 124 | 0.9394 | 0.6809 | 0.9394 | 0.9692 |
114
+ | No log | 2.1 | 126 | 0.9378 | 0.6714 | 0.9378 | 0.9684 |
115
+ | No log | 2.1333 | 128 | 1.0521 | 0.6099 | 1.0521 | 1.0257 |
116
+ | No log | 2.1667 | 130 | 1.1167 | 0.5674 | 1.1167 | 1.0567 |
117
+ | No log | 2.2 | 132 | 1.0027 | 0.6383 | 1.0027 | 1.0013 |
118
+ | No log | 2.2333 | 134 | 0.8545 | 0.6950 | 0.8545 | 0.9244 |
119
+ | No log | 2.2667 | 136 | 0.8840 | 0.6761 | 0.8840 | 0.9402 |
120
+ | No log | 2.3 | 138 | 0.8223 | 0.6853 | 0.8223 | 0.9068 |
121
+ | No log | 2.3333 | 140 | 0.7108 | 0.7273 | 0.7108 | 0.8431 |
122
+ | No log | 2.3667 | 142 | 0.6693 | 0.7092 | 0.6693 | 0.8181 |
123
+ | No log | 2.4 | 144 | 0.6602 | 0.7733 | 0.6602 | 0.8126 |
124
+ | No log | 2.4333 | 146 | 0.7146 | 0.7237 | 0.7146 | 0.8453 |
125
+ | No log | 2.4667 | 148 | 0.7748 | 0.7089 | 0.7748 | 0.8802 |
126
+ | No log | 2.5 | 150 | 0.8671 | 0.7117 | 0.8671 | 0.9312 |
127
+ | No log | 2.5333 | 152 | 0.9416 | 0.6867 | 0.9416 | 0.9704 |
128
+ | No log | 2.5667 | 154 | 0.9572 | 0.6867 | 0.9572 | 0.9784 |
129
+ | No log | 2.6 | 156 | 0.8679 | 0.7020 | 0.8679 | 0.9316 |
130
+ | No log | 2.6333 | 158 | 0.7922 | 0.7059 | 0.7922 | 0.8901 |
131
+ | No log | 2.6667 | 160 | 0.7265 | 0.7248 | 0.7265 | 0.8524 |
132
+ | No log | 2.7 | 162 | 0.7741 | 0.7059 | 0.7741 | 0.8798 |
133
+ | No log | 2.7333 | 164 | 0.9196 | 0.7037 | 0.9196 | 0.9589 |
134
+ | No log | 2.7667 | 166 | 0.8762 | 0.7215 | 0.8762 | 0.9361 |
135
+ | No log | 2.8 | 168 | 0.8767 | 0.7317 | 0.8767 | 0.9363 |
136
+ | No log | 2.8333 | 170 | 0.9193 | 0.7079 | 0.9193 | 0.9588 |
137
+ | No log | 2.8667 | 172 | 0.9078 | 0.7312 | 0.9078 | 0.9528 |
138
+ | No log | 2.9 | 174 | 0.7913 | 0.7683 | 0.7913 | 0.8896 |
139
+ | No log | 2.9333 | 176 | 0.7682 | 0.7342 | 0.7682 | 0.8765 |
140
+ | No log | 2.9667 | 178 | 0.8219 | 0.6944 | 0.8219 | 0.9066 |
141
+ | No log | 3.0 | 180 | 0.8606 | 0.6809 | 0.8606 | 0.9277 |
142
+ | No log | 3.0333 | 182 | 0.8344 | 0.6667 | 0.8344 | 0.9134 |
143
+ | No log | 3.0667 | 184 | 0.7993 | 0.6423 | 0.7993 | 0.8941 |
144
+ | No log | 3.1 | 186 | 0.7417 | 0.6897 | 0.7417 | 0.8612 |
145
+ | No log | 3.1333 | 188 | 0.7129 | 0.7059 | 0.7129 | 0.8443 |
146
+ | No log | 3.1667 | 190 | 0.7060 | 0.7342 | 0.7060 | 0.8402 |
147
+ | No log | 3.2 | 192 | 0.7626 | 0.7320 | 0.7626 | 0.8733 |
148
+ | No log | 3.2333 | 194 | 0.8633 | 0.7205 | 0.8633 | 0.9291 |
149
+ | No log | 3.2667 | 196 | 0.7792 | 0.7089 | 0.7792 | 0.8828 |
150
+ | No log | 3.3 | 198 | 0.6919 | 0.7532 | 0.6919 | 0.8318 |
151
+ | No log | 3.3333 | 200 | 0.6636 | 0.7662 | 0.6636 | 0.8146 |
152
+ | No log | 3.3667 | 202 | 0.6649 | 0.7355 | 0.6649 | 0.8154 |
153
+ | No log | 3.4 | 204 | 0.7772 | 0.7362 | 0.7772 | 0.8816 |
154
+ | No log | 3.4333 | 206 | 0.9835 | 0.6463 | 0.9835 | 0.9917 |
155
+ | No log | 3.4667 | 208 | 1.0133 | 0.65 | 1.0133 | 1.0066 |
156
+ | No log | 3.5 | 210 | 0.9249 | 0.6803 | 0.9249 | 0.9617 |
157
+ | No log | 3.5333 | 212 | 0.8361 | 0.6222 | 0.8361 | 0.9144 |
158
+ | No log | 3.5667 | 214 | 0.8428 | 0.6377 | 0.8428 | 0.9180 |
159
+ | No log | 3.6 | 216 | 0.8868 | 0.6324 | 0.8868 | 0.9417 |
160
+ | No log | 3.6333 | 218 | 1.1356 | 0.6358 | 1.1356 | 1.0657 |
161
+ | No log | 3.6667 | 220 | 1.2890 | 0.5677 | 1.2890 | 1.1353 |
162
+ | No log | 3.7 | 222 | 1.1781 | 0.5957 | 1.1781 | 1.0854 |
163
+ | No log | 3.7333 | 224 | 0.9484 | 0.6377 | 0.9484 | 0.9739 |
164
+ | No log | 3.7667 | 226 | 0.7789 | 0.6618 | 0.7789 | 0.8825 |
165
+ | No log | 3.8 | 228 | 0.7257 | 0.7050 | 0.7257 | 0.8519 |
166
+ | No log | 3.8333 | 230 | 0.7810 | 0.7013 | 0.7810 | 0.8837 |
167
+ | No log | 3.8667 | 232 | 0.9693 | 0.7018 | 0.9693 | 0.9845 |
168
+ | No log | 3.9 | 234 | 0.9889 | 0.6824 | 0.9889 | 0.9944 |
169
+ | No log | 3.9333 | 236 | 1.0938 | 0.6404 | 1.0938 | 1.0458 |
170
+ | No log | 3.9667 | 238 | 1.0235 | 0.6784 | 1.0235 | 1.0117 |
171
+ | No log | 4.0 | 240 | 0.9400 | 0.6788 | 0.9400 | 0.9695 |
172
+ | No log | 4.0333 | 242 | 0.8614 | 0.6531 | 0.8614 | 0.9281 |
173
+ | No log | 4.0667 | 244 | 0.8031 | 0.6713 | 0.8031 | 0.8962 |
174
+ | No log | 4.1 | 246 | 0.8048 | 0.6839 | 0.8048 | 0.8971 |
175
+ | No log | 4.1333 | 248 | 0.7479 | 0.6928 | 0.7479 | 0.8648 |
176
+ | No log | 4.1667 | 250 | 0.6926 | 0.7260 | 0.6926 | 0.8322 |
177
+ | No log | 4.2 | 252 | 0.7211 | 0.7067 | 0.7211 | 0.8492 |
178
+ | No log | 4.2333 | 254 | 0.8756 | 0.7368 | 0.8756 | 0.9357 |
179
+ | No log | 4.2667 | 256 | 0.9926 | 0.6936 | 0.9926 | 0.9963 |
180
+ | No log | 4.3 | 258 | 0.9344 | 0.6946 | 0.9344 | 0.9666 |
181
+ | No log | 4.3333 | 260 | 0.8361 | 0.6709 | 0.8361 | 0.9144 |
182
+ | No log | 4.3667 | 262 | 0.8137 | 0.6709 | 0.8137 | 0.9021 |
183
+ | No log | 4.4 | 264 | 0.7727 | 0.6434 | 0.7727 | 0.8790 |
184
+ | No log | 4.4333 | 266 | 0.7803 | 0.6471 | 0.7803 | 0.8834 |
185
+ | No log | 4.4667 | 268 | 0.7909 | 0.6519 | 0.7909 | 0.8893 |
186
+ | No log | 4.5 | 270 | 0.9247 | 0.6338 | 0.9247 | 0.9616 |
187
+ | No log | 4.5333 | 272 | 1.2760 | 0.5989 | 1.2760 | 1.1296 |
188
+ | No log | 4.5667 | 274 | 1.4325 | 0.6196 | 1.4325 | 1.1969 |
189
+ | No log | 4.6 | 276 | 1.2431 | 0.5912 | 1.2431 | 1.1150 |
190
+ | No log | 4.6333 | 278 | 0.9098 | 0.6176 | 0.9098 | 0.9538 |
191
+ | No log | 4.6667 | 280 | 0.7521 | 0.6569 | 0.7521 | 0.8672 |
192
+ | No log | 4.7 | 282 | 0.6890 | 0.7801 | 0.6890 | 0.8300 |
193
+ | No log | 4.7333 | 284 | 0.6991 | 0.7413 | 0.6991 | 0.8361 |
194
+ | No log | 4.7667 | 286 | 0.7906 | 0.6757 | 0.7906 | 0.8892 |
195
+ | No log | 4.8 | 288 | 0.8069 | 0.6755 | 0.8069 | 0.8983 |
196
+ | No log | 4.8333 | 290 | 0.7988 | 0.6620 | 0.7988 | 0.8937 |
197
+ | No log | 4.8667 | 292 | 0.7422 | 0.7246 | 0.7422 | 0.8615 |
198
+ | No log | 4.9 | 294 | 0.7463 | 0.6963 | 0.7463 | 0.8639 |
199
+ | No log | 4.9333 | 296 | 0.7196 | 0.7101 | 0.7196 | 0.8483 |
200
+ | No log | 4.9667 | 298 | 0.8014 | 0.6842 | 0.8014 | 0.8952 |
201
+ | No log | 5.0 | 300 | 0.7948 | 0.6962 | 0.7948 | 0.8915 |
202
+ | No log | 5.0333 | 302 | 0.7340 | 0.7162 | 0.7340 | 0.8567 |
203
+ | No log | 5.0667 | 304 | 0.7366 | 0.7237 | 0.7366 | 0.8583 |
204
+ | No log | 5.1 | 306 | 0.8081 | 0.7284 | 0.8081 | 0.8990 |
205
+ | No log | 5.1333 | 308 | 0.8957 | 0.7143 | 0.8957 | 0.9464 |
206
+ | No log | 5.1667 | 310 | 0.8716 | 0.7284 | 0.8716 | 0.9336 |
207
+ | No log | 5.2 | 312 | 0.7626 | 0.6806 | 0.7626 | 0.8733 |
208
+ | No log | 5.2333 | 314 | 0.7390 | 0.6571 | 0.7390 | 0.8596 |
209
+ | No log | 5.2667 | 316 | 0.7466 | 0.6667 | 0.7466 | 0.8641 |
210
+ | No log | 5.3 | 318 | 0.7945 | 0.6809 | 0.7945 | 0.8913 |
211
+ | No log | 5.3333 | 320 | 0.9202 | 0.6624 | 0.9202 | 0.9593 |
212
+ | No log | 5.3667 | 322 | 0.9892 | 0.6971 | 0.9892 | 0.9946 |
213
+ | No log | 5.4 | 324 | 0.9429 | 0.6625 | 0.9429 | 0.9710 |
214
+ | No log | 5.4333 | 326 | 0.8975 | 0.6497 | 0.8975 | 0.9474 |
215
+ | No log | 5.4667 | 328 | 0.9222 | 0.6497 | 0.9222 | 0.9603 |
216
+ | No log | 5.5 | 330 | 1.0255 | 0.6415 | 1.0255 | 1.0126 |
217
+ | No log | 5.5333 | 332 | 1.2081 | 0.6082 | 1.2081 | 1.0991 |
218
+ | No log | 5.5667 | 334 | 1.2455 | 0.6127 | 1.2455 | 1.1160 |
219
+ | No log | 5.6 | 336 | 1.0979 | 0.6203 | 1.0979 | 1.0478 |
220
+ | No log | 5.6333 | 338 | 0.9072 | 0.6483 | 0.9072 | 0.9525 |
221
+ | No log | 5.6667 | 340 | 0.8263 | 0.6806 | 0.8263 | 0.9090 |
222
+ | No log | 5.7 | 342 | 0.7675 | 0.7123 | 0.7675 | 0.8761 |
223
+ | No log | 5.7333 | 344 | 0.8538 | 0.7027 | 0.8538 | 0.9240 |
224
+ | No log | 5.7667 | 346 | 1.0229 | 0.6415 | 1.0229 | 1.0114 |
225
+ | No log | 5.8 | 348 | 1.0950 | 0.5854 | 1.0950 | 1.0464 |
226
+ | No log | 5.8333 | 350 | 0.9918 | 0.6538 | 0.9918 | 0.9959 |
227
+ | No log | 5.8667 | 352 | 0.8238 | 0.6950 | 0.8238 | 0.9076 |
228
+ | No log | 5.9 | 354 | 0.7030 | 0.7299 | 0.7030 | 0.8385 |
229
+ | No log | 5.9333 | 356 | 0.6756 | 0.7429 | 0.6756 | 0.8219 |
230
+ | No log | 5.9667 | 358 | 0.6776 | 0.7338 | 0.6776 | 0.8232 |
231
+ | No log | 6.0 | 360 | 0.7434 | 0.6912 | 0.7434 | 0.8622 |
232
+ | No log | 6.0333 | 362 | 0.9202 | 0.6712 | 0.9202 | 0.9593 |
233
+ | No log | 6.0667 | 364 | 1.1234 | 0.5960 | 1.1234 | 1.0599 |
234
+ | No log | 6.1 | 366 | 1.1221 | 0.5986 | 1.1221 | 1.0593 |
235
+ | No log | 6.1333 | 368 | 1.0058 | 0.6222 | 1.0058 | 1.0029 |
236
+ | No log | 6.1667 | 370 | 0.9662 | 0.6074 | 0.9662 | 0.9830 |
237
+ | No log | 6.2 | 372 | 0.8687 | 0.6715 | 0.8687 | 0.9320 |
238
+ | No log | 6.2333 | 374 | 0.8134 | 0.6912 | 0.8134 | 0.9019 |
239
+ | No log | 6.2667 | 376 | 0.8418 | 0.6713 | 0.8418 | 0.9175 |
240
+ | No log | 6.3 | 378 | 0.7837 | 0.6944 | 0.7837 | 0.8853 |
241
+ | No log | 6.3333 | 380 | 0.7725 | 0.6944 | 0.7725 | 0.8789 |
242
+ | No log | 6.3667 | 382 | 0.8029 | 0.6944 | 0.8029 | 0.8961 |
243
+ | No log | 6.4 | 384 | 0.7861 | 0.6944 | 0.7861 | 0.8866 |
244
+ | No log | 6.4333 | 386 | 0.7409 | 0.7133 | 0.7409 | 0.8608 |
245
+ | No log | 6.4667 | 388 | 0.6897 | 0.7246 | 0.6897 | 0.8305 |
246
+ | No log | 6.5 | 390 | 0.7000 | 0.6912 | 0.7000 | 0.8367 |
247
+ | No log | 6.5333 | 392 | 0.7943 | 0.6753 | 0.7943 | 0.8912 |
248
+ | No log | 6.5667 | 394 | 0.7491 | 0.6803 | 0.7491 | 0.8655 |
249
+ | No log | 6.6 | 396 | 0.7268 | 0.7007 | 0.7268 | 0.8525 |
250
+ | No log | 6.6333 | 398 | 0.7910 | 0.6800 | 0.7910 | 0.8894 |
251
+ | No log | 6.6667 | 400 | 0.8286 | 0.6710 | 0.8286 | 0.9103 |
252
+ | No log | 6.7 | 402 | 0.7796 | 0.6928 | 0.7796 | 0.8830 |
253
+ | No log | 6.7333 | 404 | 0.7566 | 0.7020 | 0.7566 | 0.8698 |
254
+ | No log | 6.7667 | 406 | 0.7414 | 0.6812 | 0.7414 | 0.8610 |
255
+ | No log | 6.8 | 408 | 0.7777 | 0.6763 | 0.7777 | 0.8819 |
256
+ | No log | 6.8333 | 410 | 0.8883 | 0.6667 | 0.8883 | 0.9425 |
257
+ | No log | 6.8667 | 412 | 0.9977 | 0.6475 | 0.9977 | 0.9988 |
258
+ | No log | 6.9 | 414 | 0.9732 | 0.6475 | 0.9732 | 0.9865 |
259
+ | No log | 6.9333 | 416 | 0.9855 | 0.6479 | 0.9855 | 0.9927 |
260
+ | No log | 6.9667 | 418 | 0.8740 | 0.6479 | 0.8740 | 0.9349 |
261
+ | No log | 7.0 | 420 | 0.7777 | 0.7007 | 0.7777 | 0.8819 |
262
+ | No log | 7.0333 | 422 | 0.7972 | 0.6950 | 0.7972 | 0.8929 |
263
+ | No log | 7.0667 | 424 | 0.9580 | 0.6711 | 0.9580 | 0.9788 |
264
+ | No log | 7.1 | 426 | 1.0961 | 0.6667 | 1.0961 | 1.0469 |
265
+ | No log | 7.1333 | 428 | 1.1822 | 0.6144 | 1.1822 | 1.0873 |
266
+ | No log | 7.1667 | 430 | 1.2135 | 0.5578 | 1.2135 | 1.1016 |
267
+ | No log | 7.2 | 432 | 1.1315 | 0.5735 | 1.1315 | 1.0637 |
268
+ | No log | 7.2333 | 434 | 0.9735 | 0.6212 | 0.9735 | 0.9867 |
269
+ | No log | 7.2667 | 436 | 0.8898 | 0.6767 | 0.8898 | 0.9433 |
270
+ | No log | 7.3 | 438 | 0.8807 | 0.6906 | 0.8807 | 0.9385 |
271
+ | No log | 7.3333 | 440 | 0.9653 | 0.6829 | 0.9653 | 0.9825 |
272
+ | No log | 7.3667 | 442 | 0.9966 | 0.6824 | 0.9966 | 0.9983 |
273
+ | No log | 7.4 | 444 | 0.9265 | 0.6829 | 0.9265 | 0.9626 |
274
+ | No log | 7.4333 | 446 | 0.8115 | 0.7027 | 0.8115 | 0.9008 |
275
+ | No log | 7.4667 | 448 | 0.7751 | 0.6619 | 0.7751 | 0.8804 |
276
+ | No log | 7.5 | 450 | 0.8049 | 0.6617 | 0.8049 | 0.8971 |
277
+ | No log | 7.5333 | 452 | 0.8564 | 0.6617 | 0.8564 | 0.9254 |
278
+ | No log | 7.5667 | 454 | 0.9576 | 0.6370 | 0.9576 | 0.9785 |
279
+ | No log | 7.6 | 456 | 1.1087 | 0.6581 | 1.1087 | 1.0530 |
280
+ | No log | 7.6333 | 458 | 1.1163 | 0.6581 | 1.1163 | 1.0566 |
281
+ | No log | 7.6667 | 460 | 0.9537 | 0.6131 | 0.9537 | 0.9766 |
282
+ | No log | 7.7 | 462 | 0.8175 | 0.6667 | 0.8175 | 0.9042 |
283
+ | No log | 7.7333 | 464 | 0.8131 | 0.6619 | 0.8131 | 0.9017 |
284
+ | No log | 7.7667 | 466 | 0.8602 | 0.7020 | 0.8602 | 0.9275 |
285
+ | No log | 7.8 | 468 | 0.8933 | 0.6667 | 0.8933 | 0.9451 |
286
+ | No log | 7.8333 | 470 | 0.8721 | 0.6716 | 0.8721 | 0.9339 |
287
+ | No log | 7.8667 | 472 | 0.8476 | 0.6767 | 0.8476 | 0.9206 |
288
+ | No log | 7.9 | 474 | 0.8403 | 0.6767 | 0.8403 | 0.9167 |
289
+ | No log | 7.9333 | 476 | 0.8370 | 0.6618 | 0.8370 | 0.9149 |
290
+ | No log | 7.9667 | 478 | 0.8555 | 0.6715 | 0.8555 | 0.9249 |
291
+ | No log | 8.0 | 480 | 0.9345 | 0.6792 | 0.9345 | 0.9667 |
292
+ | No log | 8.0333 | 482 | 0.8897 | 0.6871 | 0.8897 | 0.9432 |
293
+ | No log | 8.0667 | 484 | 0.7431 | 0.7125 | 0.7431 | 0.8620 |
294
+ | No log | 8.1 | 486 | 0.6946 | 0.7133 | 0.6946 | 0.8334 |
295
+ | No log | 8.1333 | 488 | 0.7138 | 0.6901 | 0.7138 | 0.8448 |
296
+ | No log | 8.1667 | 490 | 0.7300 | 0.7034 | 0.7300 | 0.8544 |
297
+ | No log | 8.2 | 492 | 0.7531 | 0.7308 | 0.7531 | 0.8678 |
298
+ | No log | 8.2333 | 494 | 0.8760 | 0.6982 | 0.8760 | 0.9360 |
299
+ | No log | 8.2667 | 496 | 0.9715 | 0.7093 | 0.9715 | 0.9856 |
300
+ | No log | 8.3 | 498 | 0.9052 | 0.6982 | 0.9052 | 0.9514 |
301
+ | 0.4381 | 8.3333 | 500 | 0.8073 | 0.6763 | 0.8073 | 0.8985 |
302
+ | 0.4381 | 8.3667 | 502 | 0.7573 | 0.6866 | 0.7573 | 0.8702 |
303
+ | 0.4381 | 8.4 | 504 | 0.7681 | 0.6963 | 0.7681 | 0.8764 |
304
+ | 0.4381 | 8.4333 | 506 | 0.8212 | 0.6861 | 0.8212 | 0.9062 |
305
+ | 0.4381 | 8.4667 | 508 | 0.8554 | 0.6667 | 0.8554 | 0.9249 |
306
+ | 0.4381 | 8.5 | 510 | 0.8685 | 0.6667 | 0.8685 | 0.9320 |
307
+ | 0.4381 | 8.5333 | 512 | 0.7903 | 0.6993 | 0.7903 | 0.8890 |
308
+ | 0.4381 | 8.5667 | 514 | 0.7515 | 0.7183 | 0.7515 | 0.8669 |
309
+ | 0.4381 | 8.6 | 516 | 0.7391 | 0.7183 | 0.7391 | 0.8597 |
310
+ | 0.4381 | 8.6333 | 518 | 0.7301 | 0.7234 | 0.7301 | 0.8544 |
311
+ | 0.4381 | 8.6667 | 520 | 0.7475 | 0.7234 | 0.7475 | 0.8646 |
312
+ | 0.4381 | 8.7 | 522 | 0.7453 | 0.7101 | 0.7453 | 0.8633 |
313
+ | 0.4381 | 8.7333 | 524 | 0.7881 | 0.7143 | 0.7881 | 0.8877 |
314
+ | 0.4381 | 8.7667 | 526 | 0.8805 | 0.7237 | 0.8805 | 0.9383 |
315
+ | 0.4381 | 8.8 | 528 | 0.8755 | 0.7355 | 0.8755 | 0.9357 |
316
+ | 0.4381 | 8.8333 | 530 | 0.8171 | 0.7162 | 0.8171 | 0.9039 |
317
+ | 0.4381 | 8.8667 | 532 | 0.8049 | 0.7248 | 0.8049 | 0.8972 |
318
+ | 0.4381 | 8.9 | 534 | 0.7734 | 0.7143 | 0.7734 | 0.8795 |
319
+ | 0.4381 | 8.9333 | 536 | 0.8048 | 0.7248 | 0.8048 | 0.8971 |
320
+ | 0.4381 | 8.9667 | 538 | 0.8091 | 0.7143 | 0.8091 | 0.8995 |
321
+ | 0.4381 | 9.0 | 540 | 0.8478 | 0.7172 | 0.8478 | 0.9208 |
322
+ | 0.4381 | 9.0333 | 542 | 0.8849 | 0.7226 | 0.8849 | 0.9407 |
323
+ | 0.4381 | 9.0667 | 544 | 0.8528 | 0.7226 | 0.8528 | 0.9235 |
324
+ | 0.4381 | 9.1 | 546 | 0.7659 | 0.7101 | 0.7659 | 0.8751 |
325
+ | 0.4381 | 9.1333 | 548 | 0.7472 | 0.7101 | 0.7472 | 0.8644 |
326
+ | 0.4381 | 9.1667 | 550 | 0.8087 | 0.7234 | 0.8087 | 0.8993 |
327
+ | 0.4381 | 9.2 | 552 | 0.8506 | 0.7050 | 0.8506 | 0.9223 |
328
+ | 0.4381 | 9.2333 | 554 | 0.9722 | 0.7037 | 0.9722 | 0.9860 |
329
+ | 0.4381 | 9.2667 | 556 | 0.9701 | 0.6531 | 0.9701 | 0.9849 |
330
+ | 0.4381 | 9.3 | 558 | 0.9635 | 0.6713 | 0.9635 | 0.9816 |
331
+ | 0.4381 | 9.3333 | 560 | 0.8869 | 0.6667 | 0.8869 | 0.9417 |
332
+ | 0.4381 | 9.3667 | 562 | 0.8044 | 0.7007 | 0.8044 | 0.8969 |
333
+ | 0.4381 | 9.4 | 564 | 0.7706 | 0.7007 | 0.7706 | 0.8778 |
334
+ | 0.4381 | 9.4333 | 566 | 0.7952 | 0.6944 | 0.7952 | 0.8917 |
335
+ | 0.4381 | 9.4667 | 568 | 0.8372 | 0.6968 | 0.8372 | 0.9150 |
336
+ | 0.4381 | 9.5 | 570 | 0.8209 | 0.7123 | 0.8209 | 0.9060 |
337
+ | 0.4381 | 9.5333 | 572 | 0.8126 | 0.7007 | 0.8126 | 0.9014 |
338
+ | 0.4381 | 9.5667 | 574 | 0.8475 | 0.6912 | 0.8475 | 0.9206 |
339
+ | 0.4381 | 9.6 | 576 | 0.9785 | 0.6667 | 0.9785 | 0.9892 |
340
+ | 0.4381 | 9.6333 | 578 | 1.1361 | 0.6456 | 1.1361 | 1.0659 |
341
+ | 0.4381 | 9.6667 | 580 | 1.1914 | 0.6375 | 1.1914 | 1.0915 |
342
+ | 0.4381 | 9.7 | 582 | 1.0557 | 0.7044 | 1.0557 | 1.0275 |
343
+ | 0.4381 | 9.7333 | 584 | 0.8634 | 0.6846 | 0.8634 | 0.9292 |
344
+ | 0.4381 | 9.7667 | 586 | 0.8032 | 0.6901 | 0.8032 | 0.8962 |
345
+ | 0.4381 | 9.8 | 588 | 0.8126 | 0.7034 | 0.8126 | 0.9014 |
346
+ | 0.4381 | 9.8333 | 590 | 0.8717 | 0.6846 | 0.8717 | 0.9336 |
347
+ | 0.4381 | 9.8667 | 592 | 0.8876 | 0.6711 | 0.8876 | 0.9421 |
348
+ | 0.4381 | 9.9 | 594 | 0.8712 | 0.6761 | 0.8712 | 0.9334 |
349
+ | 0.4381 | 9.9333 | 596 | 0.8148 | 0.7042 | 0.8148 | 0.9026 |
350
+ | 0.4381 | 9.9667 | 598 | 0.7702 | 0.7234 | 0.7702 | 0.8776 |
351
+ | 0.4381 | 10.0 | 600 | 0.8041 | 0.7101 | 0.8041 | 0.8967 |
352
+ | 0.4381 | 10.0333 | 602 | 0.8595 | 0.6842 | 0.8595 | 0.9271 |
353
+ | 0.4381 | 10.0667 | 604 | 0.8469 | 0.6753 | 0.8469 | 0.9203 |
354
+ | 0.4381 | 10.1 | 606 | 0.8865 | 0.6994 | 0.8865 | 0.9416 |
355
+ | 0.4381 | 10.1333 | 608 | 0.9435 | 0.7030 | 0.9435 | 0.9713 |
356
+ | 0.4381 | 10.1667 | 610 | 0.8780 | 0.6968 | 0.8780 | 0.9370 |
357
+ | 0.4381 | 10.2 | 612 | 0.8393 | 0.6857 | 0.8393 | 0.9161 |
358
+ | 0.4381 | 10.2333 | 614 | 0.8593 | 0.6763 | 0.8593 | 0.9270 |
359
+ | 0.4381 | 10.2667 | 616 | 0.9440 | 0.6536 | 0.9440 | 0.9716 |
360
+ | 0.4381 | 10.3 | 618 | 1.0306 | 0.6905 | 1.0306 | 1.0152 |
361
+ | 0.4381 | 10.3333 | 620 | 1.1113 | 0.6821 | 1.1113 | 1.0542 |
362
+ | 0.4381 | 10.3667 | 622 | 1.1181 | 0.6977 | 1.1181 | 1.0574 |
363
+ | 0.4381 | 10.4 | 624 | 0.9765 | 0.6748 | 0.9765 | 0.9882 |
364
+ | 0.4381 | 10.4333 | 626 | 0.8685 | 0.6752 | 0.8685 | 0.9319 |
365
+ | 0.4381 | 10.4667 | 628 | 0.7882 | 0.6714 | 0.7882 | 0.8878 |
366
+ | 0.4381 | 10.5 | 630 | 0.7696 | 0.6515 | 0.7696 | 0.8773 |
367
+ | 0.4381 | 10.5333 | 632 | 0.7813 | 0.6667 | 0.7813 | 0.8839 |
368
 
369
 
370
  ### Framework versions