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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k2_task2_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k1_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k1_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.8245
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- - Qwk: 0.4595
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- - Mse: 0.8245
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- - Rmse: 0.9080
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  ## Model description
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@@ -47,272 +47,263 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.3333 | 2 | 4.4398 | 0.0163 | 4.4398 | 2.1071 |
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- | No log | 0.6667 | 4 | 2.6688 | -0.0040 | 2.6688 | 1.6336 |
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- | No log | 1.0 | 6 | 1.6064 | 0.0372 | 1.6064 | 1.2674 |
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- | No log | 1.3333 | 8 | 1.2444 | 0.0600 | 1.2444 | 1.1155 |
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- | No log | 1.6667 | 10 | 1.1681 | 0.1689 | 1.1681 | 1.0808 |
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- | No log | 2.0 | 12 | 1.1435 | 0.2457 | 1.1435 | 1.0693 |
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- | No log | 2.3333 | 14 | 1.1825 | 0.2636 | 1.1825 | 1.0874 |
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- | No log | 2.6667 | 16 | 1.1909 | 0.1565 | 1.1909 | 1.0913 |
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- | No log | 3.0 | 18 | 1.1008 | 0.2684 | 1.1008 | 1.0492 |
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- | No log | 3.3333 | 20 | 1.0194 | 0.3365 | 1.0194 | 1.0096 |
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- | No log | 3.6667 | 22 | 0.9784 | 0.3643 | 0.9784 | 0.9891 |
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- | No log | 4.0 | 24 | 0.9343 | 0.3979 | 0.9343 | 0.9666 |
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- | No log | 4.3333 | 26 | 1.1654 | 0.2899 | 1.1654 | 1.0795 |
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- | No log | 4.6667 | 28 | 0.9480 | 0.4518 | 0.9480 | 0.9736 |
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- | No log | 5.0 | 30 | 1.0280 | 0.4088 | 1.0280 | 1.0139 |
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- | No log | 5.3333 | 32 | 1.1235 | 0.3481 | 1.1235 | 1.0600 |
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- | No log | 5.6667 | 34 | 1.1787 | 0.3481 | 1.1787 | 1.0857 |
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- | No log | 6.0 | 36 | 1.0717 | 0.5396 | 1.0717 | 1.0352 |
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- | No log | 6.3333 | 38 | 1.3762 | 0.3477 | 1.3762 | 1.1731 |
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- | No log | 6.6667 | 40 | 1.3696 | 0.3170 | 1.3696 | 1.1703 |
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- | No log | 7.0 | 42 | 1.1405 | 0.4615 | 1.1405 | 1.0679 |
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- | No log | 7.3333 | 44 | 1.1017 | 0.4420 | 1.1017 | 1.0496 |
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- | No log | 7.6667 | 46 | 1.2061 | 0.2768 | 1.2061 | 1.0982 |
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- | No log | 8.0 | 48 | 0.8982 | 0.4885 | 0.8982 | 0.9477 |
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- | No log | 8.3333 | 50 | 0.8507 | 0.4741 | 0.8507 | 0.9224 |
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- | No log | 8.6667 | 52 | 1.0050 | 0.4570 | 1.0050 | 1.0025 |
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- | No log | 9.0 | 54 | 0.8438 | 0.4815 | 0.8438 | 0.9186 |
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- | No log | 9.3333 | 56 | 0.8233 | 0.5011 | 0.8233 | 0.9073 |
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- | No log | 9.6667 | 58 | 0.8505 | 0.5011 | 0.8505 | 0.9222 |
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- | No log | 10.0 | 60 | 0.9525 | 0.4489 | 0.9525 | 0.9760 |
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- | No log | 10.3333 | 62 | 0.9720 | 0.4301 | 0.9720 | 0.9859 |
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- | No log | 10.6667 | 64 | 0.9382 | 0.4714 | 0.9382 | 0.9686 |
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- | No log | 11.0 | 66 | 0.9761 | 0.4467 | 0.9761 | 0.9880 |
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- | No log | 11.3333 | 68 | 0.9804 | 0.4620 | 0.9804 | 0.9901 |
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- | No log | 11.6667 | 70 | 1.1064 | 0.3978 | 1.1064 | 1.0518 |
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- | No log | 12.0 | 72 | 1.2772 | 0.3180 | 1.2772 | 1.1301 |
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- | No log | 12.3333 | 74 | 1.0863 | 0.4266 | 1.0863 | 1.0422 |
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- | No log | 12.6667 | 76 | 0.8631 | 0.5396 | 0.8631 | 0.9290 |
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- | No log | 13.0 | 78 | 0.9101 | 0.4957 | 0.9101 | 0.9540 |
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- | No log | 13.3333 | 80 | 0.8469 | 0.5082 | 0.8469 | 0.9203 |
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- | No log | 13.6667 | 82 | 0.9729 | 0.4347 | 0.9729 | 0.9864 |
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- | No log | 14.0 | 84 | 1.1297 | 0.4057 | 1.1297 | 1.0629 |
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- | No log | 14.3333 | 86 | 0.9825 | 0.4746 | 0.9825 | 0.9912 |
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- | No log | 14.6667 | 88 | 0.9291 | 0.5220 | 0.9291 | 0.9639 |
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- | No log | 15.0 | 90 | 0.9998 | 0.4314 | 0.9998 | 0.9999 |
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- | No log | 15.3333 | 92 | 0.9120 | 0.4939 | 0.9120 | 0.9550 |
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- | No log | 15.6667 | 94 | 0.8889 | 0.5534 | 0.8889 | 0.9428 |
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- | No log | 16.0 | 96 | 0.9678 | 0.5128 | 0.9678 | 0.9838 |
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- | No log | 16.3333 | 98 | 0.9135 | 0.5830 | 0.9135 | 0.9558 |
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- | No log | 16.6667 | 100 | 0.8889 | 0.4853 | 0.8889 | 0.9428 |
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- | No log | 17.0 | 102 | 1.1794 | 0.4339 | 1.1794 | 1.0860 |
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- | No log | 17.3333 | 104 | 1.2622 | 0.4478 | 1.2622 | 1.1235 |
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- | No log | 17.6667 | 106 | 1.0378 | 0.4557 | 1.0378 | 1.0187 |
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- | No log | 18.0 | 108 | 0.8709 | 0.5843 | 0.8709 | 0.9332 |
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- | No log | 18.3333 | 110 | 0.9244 | 0.5367 | 0.9244 | 0.9615 |
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- | No log | 18.6667 | 112 | 0.9024 | 0.5668 | 0.9024 | 0.9499 |
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- | No log | 19.0 | 114 | 0.9022 | 0.4858 | 0.9022 | 0.9498 |
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- | No log | 19.3333 | 116 | 1.0290 | 0.4444 | 1.0290 | 1.0144 |
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- | No log | 19.6667 | 118 | 1.0667 | 0.4609 | 1.0667 | 1.0328 |
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- | No log | 20.0 | 120 | 0.9583 | 0.4772 | 0.9583 | 0.9789 |
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- | No log | 20.3333 | 122 | 0.8816 | 0.5305 | 0.8816 | 0.9390 |
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- | No log | 20.6667 | 124 | 0.8331 | 0.5315 | 0.8331 | 0.9127 |
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- | No log | 21.0 | 126 | 0.8447 | 0.5420 | 0.8447 | 0.9191 |
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- | No log | 21.3333 | 128 | 0.8319 | 0.5673 | 0.8319 | 0.9121 |
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- | No log | 21.6667 | 130 | 0.8862 | 0.5324 | 0.8862 | 0.9414 |
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- | No log | 22.0 | 132 | 0.9089 | 0.5266 | 0.9089 | 0.9534 |
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- | No log | 22.3333 | 134 | 0.9189 | 0.5448 | 0.9189 | 0.9586 |
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- | No log | 22.6667 | 136 | 0.8343 | 0.5645 | 0.8343 | 0.9134 |
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- | No log | 23.0 | 138 | 0.8889 | 0.5785 | 0.8889 | 0.9428 |
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- | No log | 23.3333 | 140 | 0.9232 | 0.5642 | 0.9232 | 0.9608 |
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- | No log | 23.6667 | 142 | 0.8127 | 0.5382 | 0.8127 | 0.9015 |
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- | No log | 24.0 | 144 | 0.8171 | 0.5295 | 0.8171 | 0.9039 |
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- | No log | 24.3333 | 146 | 0.8229 | 0.5102 | 0.8229 | 0.9072 |
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- | No log | 24.6667 | 148 | 0.8250 | 0.5435 | 0.8250 | 0.9083 |
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- | No log | 25.0 | 150 | 0.8484 | 0.5120 | 0.8484 | 0.9211 |
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- | No log | 25.3333 | 152 | 0.8307 | 0.5343 | 0.8307 | 0.9114 |
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- | No log | 25.6667 | 154 | 0.8723 | 0.5041 | 0.8723 | 0.9340 |
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- | No log | 26.0 | 156 | 0.9405 | 0.5227 | 0.9405 | 0.9698 |
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- | No log | 26.3333 | 158 | 0.9157 | 0.5332 | 0.9157 | 0.9569 |
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- | No log | 26.6667 | 160 | 0.8659 | 0.5704 | 0.8659 | 0.9306 |
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- | No log | 27.0 | 162 | 0.8983 | 0.5889 | 0.8983 | 0.9478 |
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- | No log | 27.3333 | 164 | 0.8750 | 0.5669 | 0.8750 | 0.9354 |
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- | No log | 27.6667 | 166 | 0.8514 | 0.5559 | 0.8514 | 0.9227 |
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- | No log | 28.0 | 168 | 0.8428 | 0.4920 | 0.8428 | 0.9180 |
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- | No log | 28.3333 | 170 | 0.8734 | 0.5070 | 0.8734 | 0.9346 |
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- | No log | 28.6667 | 172 | 0.8252 | 0.4937 | 0.8252 | 0.9084 |
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- | No log | 29.0 | 174 | 0.8025 | 0.5364 | 0.8025 | 0.8958 |
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- | No log | 29.3333 | 176 | 0.8041 | 0.5387 | 0.8041 | 0.8967 |
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- | No log | 29.6667 | 178 | 0.8085 | 0.5043 | 0.8085 | 0.8992 |
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- | No log | 30.0 | 180 | 0.8109 | 0.4808 | 0.8109 | 0.9005 |
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- | No log | 30.3333 | 182 | 0.8258 | 0.4808 | 0.8258 | 0.9087 |
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- | No log | 30.6667 | 184 | 0.8129 | 0.4808 | 0.8129 | 0.9016 |
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- | No log | 31.0 | 186 | 0.8122 | 0.4948 | 0.8122 | 0.9012 |
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- | No log | 31.3333 | 188 | 0.8244 | 0.4808 | 0.8244 | 0.9080 |
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- | No log | 31.6667 | 190 | 0.8453 | 0.5211 | 0.8453 | 0.9194 |
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- | No log | 32.0 | 192 | 0.8882 | 0.5451 | 0.8882 | 0.9425 |
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- | No log | 32.3333 | 194 | 0.8426 | 0.5125 | 0.8426 | 0.9179 |
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- | No log | 32.6667 | 196 | 0.8287 | 0.5743 | 0.8287 | 0.9103 |
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- | No log | 33.0 | 198 | 0.8271 | 0.5186 | 0.8271 | 0.9095 |
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- | No log | 33.3333 | 200 | 0.8577 | 0.4796 | 0.8577 | 0.9261 |
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- | No log | 33.6667 | 202 | 0.8666 | 0.4587 | 0.8666 | 0.9309 |
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- | No log | 34.0 | 204 | 0.8559 | 0.4620 | 0.8559 | 0.9252 |
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- | No log | 34.3333 | 206 | 0.8579 | 0.5086 | 0.8579 | 0.9262 |
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- | No log | 34.6667 | 208 | 0.8762 | 0.5241 | 0.8762 | 0.9361 |
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- | No log | 35.0 | 210 | 0.8942 | 0.5232 | 0.8942 | 0.9456 |
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- | No log | 35.3333 | 212 | 0.9170 | 0.4996 | 0.9170 | 0.9576 |
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- | No log | 35.6667 | 214 | 0.9297 | 0.5246 | 0.9297 | 0.9642 |
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- | No log | 36.0 | 216 | 0.9332 | 0.5026 | 0.9332 | 0.9660 |
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- | No log | 36.3333 | 218 | 0.9238 | 0.4805 | 0.9238 | 0.9611 |
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- | No log | 36.6667 | 220 | 0.9224 | 0.4785 | 0.9224 | 0.9604 |
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- | No log | 37.0 | 222 | 0.9193 | 0.4859 | 0.9193 | 0.9588 |
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- | No log | 37.3333 | 224 | 0.9303 | 0.5349 | 0.9303 | 0.9645 |
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- | No log | 37.6667 | 226 | 0.9275 | 0.5336 | 0.9275 | 0.9631 |
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- | No log | 38.0 | 228 | 0.9096 | 0.4980 | 0.9096 | 0.9537 |
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- | No log | 38.3333 | 230 | 0.8895 | 0.4852 | 0.8895 | 0.9431 |
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- | No log | 38.6667 | 232 | 0.8790 | 0.4499 | 0.8790 | 0.9376 |
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- | No log | 39.0 | 234 | 0.8964 | 0.5724 | 0.8964 | 0.9468 |
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- | No log | 39.3333 | 236 | 0.9354 | 0.5226 | 0.9354 | 0.9672 |
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- | No log | 39.6667 | 238 | 0.8821 | 0.5137 | 0.8821 | 0.9392 |
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- | No log | 40.0 | 240 | 0.8819 | 0.5196 | 0.8819 | 0.9391 |
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- | No log | 40.3333 | 242 | 0.8778 | 0.5196 | 0.8778 | 0.9369 |
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- | No log | 40.6667 | 244 | 0.8909 | 0.4604 | 0.8909 | 0.9439 |
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- | No log | 41.0 | 246 | 0.9204 | 0.4328 | 0.9204 | 0.9594 |
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- | No log | 41.3333 | 248 | 0.9614 | 0.4076 | 0.9614 | 0.9805 |
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- | No log | 41.6667 | 250 | 0.9696 | 0.4235 | 0.9696 | 0.9847 |
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- | No log | 42.0 | 252 | 0.9496 | 0.5254 | 0.9496 | 0.9745 |
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- | No log | 42.3333 | 254 | 0.9497 | 0.5151 | 0.9497 | 0.9745 |
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- | No log | 42.6667 | 256 | 0.9655 | 0.5047 | 0.9655 | 0.9826 |
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- | No log | 43.0 | 258 | 0.9892 | 0.5273 | 0.9892 | 0.9946 |
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- | No log | 43.3333 | 260 | 1.0024 | 0.4935 | 1.0024 | 1.0012 |
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- | No log | 43.6667 | 262 | 0.9471 | 0.4985 | 0.9471 | 0.9732 |
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- | No log | 44.0 | 264 | 0.9016 | 0.5041 | 0.9016 | 0.9495 |
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- | No log | 44.3333 | 266 | 0.8780 | 0.5290 | 0.8780 | 0.9370 |
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- | No log | 44.6667 | 268 | 0.8938 | 0.5476 | 0.8938 | 0.9454 |
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- | No log | 45.0 | 270 | 0.8987 | 0.5524 | 0.8987 | 0.9480 |
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- | No log | 45.3333 | 272 | 0.8722 | 0.5953 | 0.8722 | 0.9339 |
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- | No log | 45.6667 | 274 | 0.8862 | 0.5012 | 0.8862 | 0.9414 |
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- | No log | 46.0 | 276 | 0.9834 | 0.5105 | 0.9834 | 0.9917 |
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- | No log | 46.3333 | 278 | 1.0246 | 0.4685 | 1.0246 | 1.0122 |
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- | No log | 46.6667 | 280 | 0.9730 | 0.5326 | 0.9730 | 0.9864 |
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- | No log | 47.0 | 282 | 0.8955 | 0.4920 | 0.8955 | 0.9463 |
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- | No log | 47.3333 | 284 | 0.8698 | 0.5843 | 0.8698 | 0.9326 |
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- | No log | 47.6667 | 286 | 0.8836 | 0.5495 | 0.8836 | 0.9400 |
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- | No log | 48.0 | 288 | 0.8652 | 0.5783 | 0.8652 | 0.9302 |
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- | No log | 48.3333 | 290 | 0.8348 | 0.5287 | 0.8348 | 0.9137 |
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- | No log | 48.6667 | 292 | 0.8729 | 0.5519 | 0.8729 | 0.9343 |
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- | No log | 49.0 | 294 | 0.9264 | 0.5426 | 0.9264 | 0.9625 |
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- | No log | 49.3333 | 296 | 0.9291 | 0.5301 | 0.9291 | 0.9639 |
200
- | No log | 49.6667 | 298 | 0.8932 | 0.5451 | 0.8932 | 0.9451 |
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- | No log | 50.0 | 300 | 0.8532 | 0.5458 | 0.8532 | 0.9237 |
202
- | No log | 50.3333 | 302 | 0.8521 | 0.5658 | 0.8521 | 0.9231 |
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- | No log | 50.6667 | 304 | 0.8579 | 0.5658 | 0.8579 | 0.9262 |
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- | No log | 51.0 | 306 | 0.8705 | 0.5458 | 0.8705 | 0.9330 |
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- | No log | 51.3333 | 308 | 0.9012 | 0.5519 | 0.9012 | 0.9493 |
206
- | No log | 51.6667 | 310 | 0.9201 | 0.5414 | 0.9201 | 0.9592 |
207
- | No log | 52.0 | 312 | 0.9193 | 0.5519 | 0.9193 | 0.9588 |
208
- | No log | 52.3333 | 314 | 0.8772 | 0.5194 | 0.8772 | 0.9366 |
209
- | No log | 52.6667 | 316 | 0.8396 | 0.5487 | 0.8396 | 0.9163 |
210
- | No log | 53.0 | 318 | 0.8226 | 0.5621 | 0.8226 | 0.9069 |
211
- | No log | 53.3333 | 320 | 0.8119 | 0.5753 | 0.8119 | 0.9010 |
212
- | No log | 53.6667 | 322 | 0.8042 | 0.5137 | 0.8042 | 0.8968 |
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- | No log | 54.0 | 324 | 0.7995 | 0.5011 | 0.7995 | 0.8942 |
214
- | No log | 54.3333 | 326 | 0.8007 | 0.4810 | 0.8007 | 0.8948 |
215
- | No log | 54.6667 | 328 | 0.8034 | 0.4933 | 0.8034 | 0.8963 |
216
- | No log | 55.0 | 330 | 0.8156 | 0.4695 | 0.8156 | 0.9031 |
217
- | No log | 55.3333 | 332 | 0.8257 | 0.4671 | 0.8257 | 0.9087 |
218
- | No log | 55.6667 | 334 | 0.8429 | 0.4724 | 0.8429 | 0.9181 |
219
- | No log | 56.0 | 336 | 0.8518 | 0.4724 | 0.8518 | 0.9229 |
220
- | No log | 56.3333 | 338 | 0.8509 | 0.4724 | 0.8509 | 0.9224 |
221
- | No log | 56.6667 | 340 | 0.8527 | 0.4724 | 0.8527 | 0.9234 |
222
- | No log | 57.0 | 342 | 0.8574 | 0.4934 | 0.8574 | 0.9259 |
223
- | No log | 57.3333 | 344 | 0.8495 | 0.5059 | 0.8495 | 0.9217 |
224
- | No log | 57.6667 | 346 | 0.8513 | 0.4934 | 0.8513 | 0.9227 |
225
- | No log | 58.0 | 348 | 0.8488 | 0.4934 | 0.8488 | 0.9213 |
226
- | No log | 58.3333 | 350 | 0.8617 | 0.4920 | 0.8617 | 0.9283 |
227
- | No log | 58.6667 | 352 | 0.8712 | 0.4920 | 0.8712 | 0.9334 |
228
- | No log | 59.0 | 354 | 0.8771 | 0.4796 | 0.8771 | 0.9365 |
229
- | No log | 59.3333 | 356 | 0.8690 | 0.4808 | 0.8690 | 0.9322 |
230
- | No log | 59.6667 | 358 | 0.8484 | 0.4934 | 0.8484 | 0.9211 |
231
- | No log | 60.0 | 360 | 0.8257 | 0.4724 | 0.8257 | 0.9087 |
232
- | No log | 60.3333 | 362 | 0.8043 | 0.4724 | 0.8043 | 0.8968 |
233
- | No log | 60.6667 | 364 | 0.7858 | 0.4505 | 0.7858 | 0.8865 |
234
- | No log | 61.0 | 366 | 0.7683 | 0.5011 | 0.7683 | 0.8765 |
235
- | No log | 61.3333 | 368 | 0.7637 | 0.5040 | 0.7637 | 0.8739 |
236
- | No log | 61.6667 | 370 | 0.7618 | 0.5268 | 0.7618 | 0.8728 |
237
- | No log | 62.0 | 372 | 0.7605 | 0.5268 | 0.7605 | 0.8721 |
238
- | No log | 62.3333 | 374 | 0.7679 | 0.5621 | 0.7679 | 0.8763 |
239
- | No log | 62.6667 | 376 | 0.7754 | 0.5098 | 0.7754 | 0.8806 |
240
- | No log | 63.0 | 378 | 0.7892 | 0.4951 | 0.7892 | 0.8884 |
241
- | No log | 63.3333 | 380 | 0.8025 | 0.4951 | 0.8025 | 0.8958 |
242
- | No log | 63.6667 | 382 | 0.7911 | 0.4746 | 0.7911 | 0.8895 |
243
- | No log | 64.0 | 384 | 0.7935 | 0.4512 | 0.7935 | 0.8908 |
244
- | No log | 64.3333 | 386 | 0.7974 | 0.4512 | 0.7974 | 0.8930 |
245
- | No log | 64.6667 | 388 | 0.7961 | 0.4512 | 0.7961 | 0.8923 |
246
- | No log | 65.0 | 390 | 0.7998 | 0.4512 | 0.7998 | 0.8943 |
247
- | No log | 65.3333 | 392 | 0.8049 | 0.4512 | 0.8049 | 0.8971 |
248
- | No log | 65.6667 | 394 | 0.8113 | 0.4512 | 0.8113 | 0.9007 |
249
- | No log | 66.0 | 396 | 0.8070 | 0.4540 | 0.8070 | 0.8984 |
250
- | No log | 66.3333 | 398 | 0.8050 | 0.4540 | 0.8050 | 0.8972 |
251
- | No log | 66.6667 | 400 | 0.8017 | 0.4746 | 0.8017 | 0.8954 |
252
- | No log | 67.0 | 402 | 0.8045 | 0.4996 | 0.8045 | 0.8970 |
253
- | No log | 67.3333 | 404 | 0.8247 | 0.5148 | 0.8247 | 0.9081 |
254
- | No log | 67.6667 | 406 | 0.8685 | 0.5673 | 0.8685 | 0.9319 |
255
- | No log | 68.0 | 408 | 0.9066 | 0.5394 | 0.9066 | 0.9521 |
256
- | No log | 68.3333 | 410 | 0.9116 | 0.5458 | 0.9116 | 0.9548 |
257
- | No log | 68.6667 | 412 | 0.9286 | 0.5455 | 0.9286 | 0.9636 |
258
- | No log | 69.0 | 414 | 0.9304 | 0.5370 | 0.9304 | 0.9646 |
259
- | No log | 69.3333 | 416 | 0.9045 | 0.4869 | 0.9045 | 0.9511 |
260
- | No log | 69.6667 | 418 | 0.8743 | 0.4685 | 0.8743 | 0.9350 |
261
- | No log | 70.0 | 420 | 0.8597 | 0.4934 | 0.8597 | 0.9272 |
262
- | No log | 70.3333 | 422 | 0.8551 | 0.4934 | 0.8551 | 0.9247 |
263
- | No log | 70.6667 | 424 | 0.8482 | 0.4934 | 0.8482 | 0.9210 |
264
- | No log | 71.0 | 426 | 0.8358 | 0.4934 | 0.8358 | 0.9142 |
265
- | No log | 71.3333 | 428 | 0.8257 | 0.4746 | 0.8257 | 0.9087 |
266
- | No log | 71.6667 | 430 | 0.8197 | 0.4746 | 0.8197 | 0.9054 |
267
- | No log | 72.0 | 432 | 0.8176 | 0.4746 | 0.8176 | 0.9042 |
268
- | No log | 72.3333 | 434 | 0.8178 | 0.4934 | 0.8178 | 0.9043 |
269
- | No log | 72.6667 | 436 | 0.8169 | 0.4934 | 0.8169 | 0.9038 |
270
- | No log | 73.0 | 438 | 0.8123 | 0.4724 | 0.8123 | 0.9012 |
271
- | No log | 73.3333 | 440 | 0.8054 | 0.4724 | 0.8054 | 0.8974 |
272
- | No log | 73.6667 | 442 | 0.8034 | 0.4505 | 0.8034 | 0.8963 |
273
- | No log | 74.0 | 444 | 0.8066 | 0.4373 | 0.8066 | 0.8981 |
274
- | No log | 74.3333 | 446 | 0.8115 | 0.4595 | 0.8115 | 0.9009 |
275
- | No log | 74.6667 | 448 | 0.8244 | 0.4595 | 0.8244 | 0.9080 |
276
- | No log | 75.0 | 450 | 0.8425 | 0.4459 | 0.8425 | 0.9179 |
277
- | No log | 75.3333 | 452 | 0.8356 | 0.4459 | 0.8356 | 0.9141 |
278
- | No log | 75.6667 | 454 | 0.8302 | 0.4808 | 0.8302 | 0.9111 |
279
- | No log | 76.0 | 456 | 0.8216 | 0.4808 | 0.8216 | 0.9064 |
280
- | No log | 76.3333 | 458 | 0.8125 | 0.4595 | 0.8125 | 0.9014 |
281
- | No log | 76.6667 | 460 | 0.8061 | 0.4840 | 0.8061 | 0.8978 |
282
- | No log | 77.0 | 462 | 0.8037 | 0.4840 | 0.8037 | 0.8965 |
283
- | No log | 77.3333 | 464 | 0.8031 | 0.4859 | 0.8031 | 0.8962 |
284
- | No log | 77.6667 | 466 | 0.8067 | 0.5057 | 0.8067 | 0.8982 |
285
- | No log | 78.0 | 468 | 0.8063 | 0.5057 | 0.8063 | 0.8979 |
286
- | No log | 78.3333 | 470 | 0.8026 | 0.5057 | 0.8026 | 0.8959 |
287
- | No log | 78.6667 | 472 | 0.7966 | 0.5176 | 0.7966 | 0.8925 |
288
- | No log | 79.0 | 474 | 0.7911 | 0.4981 | 0.7911 | 0.8894 |
289
- | No log | 79.3333 | 476 | 0.7904 | 0.5102 | 0.7904 | 0.8890 |
290
- | No log | 79.6667 | 478 | 0.7959 | 0.5176 | 0.7959 | 0.8921 |
291
- | No log | 80.0 | 480 | 0.8039 | 0.4951 | 0.8039 | 0.8966 |
292
- | No log | 80.3333 | 482 | 0.8130 | 0.4808 | 0.8130 | 0.9017 |
293
- | No log | 80.6667 | 484 | 0.8304 | 0.5230 | 0.8304 | 0.9112 |
294
- | No log | 81.0 | 486 | 0.8418 | 0.5401 | 0.8418 | 0.9175 |
295
- | No log | 81.3333 | 488 | 0.8513 | 0.5401 | 0.8513 | 0.9226 |
296
- | No log | 81.6667 | 490 | 0.8541 | 0.5401 | 0.8541 | 0.9242 |
297
- | No log | 82.0 | 492 | 0.8471 | 0.5401 | 0.8471 | 0.9204 |
298
- | No log | 82.3333 | 494 | 0.8311 | 0.4808 | 0.8311 | 0.9117 |
299
- | No log | 82.6667 | 496 | 0.8192 | 0.4840 | 0.8192 | 0.9051 |
300
- | No log | 83.0 | 498 | 0.8149 | 0.4965 | 0.8149 | 0.9027 |
301
- | 0.2013 | 83.3333 | 500 | 0.8101 | 0.4981 | 0.8101 | 0.9000 |
302
- | 0.2013 | 83.6667 | 502 | 0.8098 | 0.4981 | 0.8098 | 0.8999 |
303
- | 0.2013 | 84.0 | 504 | 0.8102 | 0.5186 | 0.8102 | 0.9001 |
304
- | 0.2013 | 84.3333 | 506 | 0.8150 | 0.5186 | 0.8150 | 0.9028 |
305
- | 0.2013 | 84.6667 | 508 | 0.8256 | 0.5148 | 0.8256 | 0.9086 |
306
- | 0.2013 | 85.0 | 510 | 0.8410 | 0.5610 | 0.8410 | 0.9170 |
307
- | 0.2013 | 85.3333 | 512 | 0.8509 | 0.5401 | 0.8509 | 0.9224 |
308
- | 0.2013 | 85.6667 | 514 | 0.8498 | 0.5401 | 0.8498 | 0.9218 |
309
- | 0.2013 | 86.0 | 516 | 0.8409 | 0.5401 | 0.8409 | 0.9170 |
310
- | 0.2013 | 86.3333 | 518 | 0.8277 | 0.5013 | 0.8277 | 0.9098 |
311
- | 0.2013 | 86.6667 | 520 | 0.8171 | 0.4808 | 0.8171 | 0.9039 |
312
- | 0.2013 | 87.0 | 522 | 0.8123 | 0.4724 | 0.8123 | 0.9013 |
313
- | 0.2013 | 87.3333 | 524 | 0.8118 | 0.4724 | 0.8118 | 0.9010 |
314
- | 0.2013 | 87.6667 | 526 | 0.8166 | 0.4595 | 0.8166 | 0.9037 |
315
- | 0.2013 | 88.0 | 528 | 0.8245 | 0.4595 | 0.8245 | 0.9080 |
316
 
317
 
318
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k2_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k2_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.7693
19
+ - Qwk: 0.5073
20
+ - Mse: 0.7693
21
+ - Rmse: 0.8771
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.1667 | 2 | 4.4483 | 0.0018 | 4.4483 | 2.1091 |
53
+ | No log | 0.3333 | 4 | 4.0243 | 0.0074 | 4.0243 | 2.0061 |
54
+ | No log | 0.5 | 6 | 1.9797 | 0.0879 | 1.9797 | 1.4070 |
55
+ | No log | 0.6667 | 8 | 1.3163 | 0.1110 | 1.3163 | 1.1473 |
56
+ | No log | 0.8333 | 10 | 1.2804 | 0.1239 | 1.2804 | 1.1315 |
57
+ | No log | 1.0 | 12 | 1.2242 | 0.1247 | 1.2242 | 1.1065 |
58
+ | No log | 1.1667 | 14 | 1.2186 | 0.1076 | 1.2186 | 1.1039 |
59
+ | No log | 1.3333 | 16 | 1.1440 | 0.1343 | 1.1440 | 1.0696 |
60
+ | No log | 1.5 | 18 | 1.4962 | 0.0331 | 1.4962 | 1.2232 |
61
+ | No log | 1.6667 | 20 | 1.6528 | 0.0504 | 1.6528 | 1.2856 |
62
+ | No log | 1.8333 | 22 | 1.6670 | 0.1141 | 1.6670 | 1.2911 |
63
+ | No log | 2.0 | 24 | 1.4362 | 0.0455 | 1.4362 | 1.1984 |
64
+ | No log | 2.1667 | 26 | 1.2059 | 0.1920 | 1.2059 | 1.0981 |
65
+ | No log | 2.3333 | 28 | 1.1794 | 0.0865 | 1.1794 | 1.0860 |
66
+ | No log | 2.5 | 30 | 1.1109 | 0.3385 | 1.1109 | 1.0540 |
67
+ | No log | 2.6667 | 32 | 1.0448 | 0.2551 | 1.0448 | 1.0222 |
68
+ | No log | 2.8333 | 34 | 1.0499 | 0.2263 | 1.0499 | 1.0247 |
69
+ | No log | 3.0 | 36 | 1.0048 | 0.2689 | 1.0048 | 1.0024 |
70
+ | No log | 3.1667 | 38 | 0.9595 | 0.3301 | 0.9595 | 0.9795 |
71
+ | No log | 3.3333 | 40 | 1.1486 | 0.2371 | 1.1486 | 1.0717 |
72
+ | No log | 3.5 | 42 | 1.4436 | 0.2680 | 1.4436 | 1.2015 |
73
+ | No log | 3.6667 | 44 | 1.4246 | 0.3002 | 1.4246 | 1.1936 |
74
+ | No log | 3.8333 | 46 | 1.1108 | 0.3424 | 1.1108 | 1.0539 |
75
+ | No log | 4.0 | 48 | 0.9581 | 0.4936 | 0.9581 | 0.9788 |
76
+ | No log | 4.1667 | 50 | 1.0857 | 0.4106 | 1.0857 | 1.0420 |
77
+ | No log | 4.3333 | 52 | 1.1998 | 0.4634 | 1.1998 | 1.0954 |
78
+ | No log | 4.5 | 54 | 1.0351 | 0.3504 | 1.0351 | 1.0174 |
79
+ | No log | 4.6667 | 56 | 0.9409 | 0.4879 | 0.9409 | 0.9700 |
80
+ | No log | 4.8333 | 58 | 1.1339 | 0.2807 | 1.1339 | 1.0649 |
81
+ | No log | 5.0 | 60 | 1.4345 | 0.28 | 1.4345 | 1.1977 |
82
+ | No log | 5.1667 | 62 | 1.6505 | 0.2669 | 1.6505 | 1.2847 |
83
+ | No log | 5.3333 | 64 | 1.4058 | 0.3326 | 1.4058 | 1.1857 |
84
+ | No log | 5.5 | 66 | 1.0137 | 0.5932 | 1.0137 | 1.0068 |
85
+ | No log | 5.6667 | 68 | 0.9716 | 0.4614 | 0.9716 | 0.9857 |
86
+ | No log | 5.8333 | 70 | 1.1281 | 0.4888 | 1.1281 | 1.0621 |
87
+ | No log | 6.0 | 72 | 1.2578 | 0.4292 | 1.2578 | 1.1215 |
88
+ | No log | 6.1667 | 74 | 1.2510 | 0.4594 | 1.2510 | 1.1185 |
89
+ | No log | 6.3333 | 76 | 1.0493 | 0.4847 | 1.0493 | 1.0243 |
90
+ | No log | 6.5 | 78 | 0.8811 | 0.5232 | 0.8811 | 0.9387 |
91
+ | No log | 6.6667 | 80 | 0.9682 | 0.4622 | 0.9682 | 0.9840 |
92
+ | No log | 6.8333 | 82 | 0.9528 | 0.4949 | 0.9528 | 0.9761 |
93
+ | No log | 7.0 | 84 | 0.8273 | 0.5181 | 0.8273 | 0.9096 |
94
+ | No log | 7.1667 | 86 | 0.8540 | 0.4920 | 0.8540 | 0.9241 |
95
+ | No log | 7.3333 | 88 | 0.9950 | 0.5329 | 0.9950 | 0.9975 |
96
+ | No log | 7.5 | 90 | 1.1190 | 0.5470 | 1.1190 | 1.0578 |
97
+ | No log | 7.6667 | 92 | 0.9713 | 0.5658 | 0.9713 | 0.9855 |
98
+ | No log | 7.8333 | 94 | 0.8312 | 0.4941 | 0.8312 | 0.9117 |
99
+ | No log | 8.0 | 96 | 0.9154 | 0.5892 | 0.9154 | 0.9568 |
100
+ | No log | 8.1667 | 98 | 1.0173 | 0.5398 | 1.0173 | 1.0086 |
101
+ | No log | 8.3333 | 100 | 1.0420 | 0.5582 | 1.0420 | 1.0208 |
102
+ | No log | 8.5 | 102 | 0.9706 | 0.5392 | 0.9706 | 0.9852 |
103
+ | No log | 8.6667 | 104 | 0.8671 | 0.5248 | 0.8671 | 0.9312 |
104
+ | No log | 8.8333 | 106 | 0.8548 | 0.5790 | 0.8548 | 0.9245 |
105
+ | No log | 9.0 | 108 | 0.8904 | 0.4772 | 0.8904 | 0.9436 |
106
+ | No log | 9.1667 | 110 | 0.8954 | 0.5472 | 0.8954 | 0.9463 |
107
+ | No log | 9.3333 | 112 | 0.8437 | 0.4858 | 0.8437 | 0.9185 |
108
+ | No log | 9.5 | 114 | 0.8301 | 0.4517 | 0.8301 | 0.9111 |
109
+ | No log | 9.6667 | 116 | 0.8549 | 0.4742 | 0.8549 | 0.9246 |
110
+ | No log | 9.8333 | 118 | 0.9769 | 0.4977 | 0.9769 | 0.9884 |
111
+ | No log | 10.0 | 120 | 0.9679 | 0.4922 | 0.9679 | 0.9838 |
112
+ | No log | 10.1667 | 122 | 0.8928 | 0.5164 | 0.8928 | 0.9449 |
113
+ | No log | 10.3333 | 124 | 0.9365 | 0.4825 | 0.9365 | 0.9677 |
114
+ | No log | 10.5 | 126 | 1.1871 | 0.5015 | 1.1871 | 1.0895 |
115
+ | No log | 10.6667 | 128 | 1.4487 | 0.3768 | 1.4487 | 1.2036 |
116
+ | No log | 10.8333 | 130 | 1.4559 | 0.3715 | 1.4559 | 1.2066 |
117
+ | No log | 11.0 | 132 | 1.2811 | 0.4426 | 1.2811 | 1.1318 |
118
+ | No log | 11.1667 | 134 | 1.1231 | 0.4590 | 1.1231 | 1.0597 |
119
+ | No log | 11.3333 | 136 | 0.9477 | 0.4253 | 0.9477 | 0.9735 |
120
+ | No log | 11.5 | 138 | 0.8749 | 0.4906 | 0.8749 | 0.9354 |
121
+ | No log | 11.6667 | 140 | 1.0034 | 0.4278 | 1.0034 | 1.0017 |
122
+ | No log | 11.8333 | 142 | 1.0407 | 0.4258 | 1.0407 | 1.0202 |
123
+ | No log | 12.0 | 144 | 0.9586 | 0.4454 | 0.9586 | 0.9791 |
124
+ | No log | 12.1667 | 146 | 0.9246 | 0.5094 | 0.9246 | 0.9616 |
125
+ | No log | 12.3333 | 148 | 0.8955 | 0.4332 | 0.8955 | 0.9463 |
126
+ | No log | 12.5 | 150 | 0.9268 | 0.4327 | 0.9268 | 0.9627 |
127
+ | No log | 12.6667 | 152 | 0.9093 | 0.4656 | 0.9093 | 0.9536 |
128
+ | No log | 12.8333 | 154 | 0.8885 | 0.5401 | 0.8885 | 0.9426 |
129
+ | No log | 13.0 | 156 | 0.8988 | 0.5353 | 0.8988 | 0.9481 |
130
+ | No log | 13.1667 | 158 | 0.9154 | 0.5143 | 0.9154 | 0.9568 |
131
+ | No log | 13.3333 | 160 | 0.8769 | 0.4779 | 0.8769 | 0.9364 |
132
+ | No log | 13.5 | 162 | 0.8492 | 0.4894 | 0.8492 | 0.9215 |
133
+ | No log | 13.6667 | 164 | 0.8441 | 0.4364 | 0.8441 | 0.9187 |
134
+ | No log | 13.8333 | 166 | 0.8399 | 0.4572 | 0.8399 | 0.9164 |
135
+ | No log | 14.0 | 168 | 0.8693 | 0.4800 | 0.8693 | 0.9323 |
136
+ | No log | 14.1667 | 170 | 0.8544 | 0.5420 | 0.8544 | 0.9243 |
137
+ | No log | 14.3333 | 172 | 0.8279 | 0.4718 | 0.8279 | 0.9099 |
138
+ | No log | 14.5 | 174 | 0.8464 | 0.4389 | 0.8464 | 0.9200 |
139
+ | No log | 14.6667 | 176 | 0.9027 | 0.5227 | 0.9027 | 0.9501 |
140
+ | No log | 14.8333 | 178 | 0.9977 | 0.4751 | 0.9977 | 0.9988 |
141
+ | No log | 15.0 | 180 | 1.1249 | 0.5206 | 1.1249 | 1.0606 |
142
+ | No log | 15.1667 | 182 | 1.1030 | 0.5230 | 1.1030 | 1.0503 |
143
+ | No log | 15.3333 | 184 | 0.9896 | 0.5109 | 0.9896 | 0.9948 |
144
+ | No log | 15.5 | 186 | 0.8906 | 0.4646 | 0.8906 | 0.9437 |
145
+ | No log | 15.6667 | 188 | 0.8451 | 0.4590 | 0.8451 | 0.9193 |
146
+ | No log | 15.8333 | 190 | 0.8321 | 0.4565 | 0.8321 | 0.9122 |
147
+ | No log | 16.0 | 192 | 0.8184 | 0.4309 | 0.8184 | 0.9047 |
148
+ | No log | 16.1667 | 194 | 0.8351 | 0.5011 | 0.8351 | 0.9138 |
149
+ | No log | 16.3333 | 196 | 0.8295 | 0.5362 | 0.8295 | 0.9108 |
150
+ | No log | 16.5 | 198 | 0.8040 | 0.4847 | 0.8040 | 0.8967 |
151
+ | No log | 16.6667 | 200 | 0.7898 | 0.4249 | 0.7898 | 0.8887 |
152
+ | No log | 16.8333 | 202 | 0.7994 | 0.4828 | 0.7994 | 0.8941 |
153
+ | No log | 17.0 | 204 | 0.8376 | 0.5042 | 0.8376 | 0.9152 |
154
+ | No log | 17.1667 | 206 | 0.8766 | 0.5227 | 0.8766 | 0.9363 |
155
+ | No log | 17.3333 | 208 | 0.8589 | 0.5362 | 0.8589 | 0.9268 |
156
+ | No log | 17.5 | 210 | 0.8618 | 0.5318 | 0.8618 | 0.9284 |
157
+ | No log | 17.6667 | 212 | 0.8786 | 0.5076 | 0.8786 | 0.9373 |
158
+ | No log | 17.8333 | 214 | 0.9204 | 0.4906 | 0.9204 | 0.9594 |
159
+ | No log | 18.0 | 216 | 1.0362 | 0.5310 | 1.0362 | 1.0179 |
160
+ | No log | 18.1667 | 218 | 1.0877 | 0.5347 | 1.0877 | 1.0429 |
161
+ | No log | 18.3333 | 220 | 1.0131 | 0.5015 | 1.0131 | 1.0065 |
162
+ | No log | 18.5 | 222 | 0.9012 | 0.5042 | 0.9012 | 0.9493 |
163
+ | No log | 18.6667 | 224 | 0.8408 | 0.5083 | 0.8408 | 0.9170 |
164
+ | No log | 18.8333 | 226 | 0.8339 | 0.5503 | 0.8339 | 0.9132 |
165
+ | No log | 19.0 | 228 | 0.8600 | 0.5094 | 0.8600 | 0.9274 |
166
+ | No log | 19.1667 | 230 | 0.9665 | 0.5357 | 0.9665 | 0.9831 |
167
+ | No log | 19.3333 | 232 | 1.0395 | 0.5678 | 1.0395 | 1.0196 |
168
+ | No log | 19.5 | 234 | 0.9966 | 0.5678 | 0.9966 | 0.9983 |
169
+ | No log | 19.6667 | 236 | 0.8818 | 0.5145 | 0.8818 | 0.9390 |
170
+ | No log | 19.8333 | 238 | 0.8246 | 0.5320 | 0.8246 | 0.9081 |
171
+ | No log | 20.0 | 240 | 0.8136 | 0.5272 | 0.8136 | 0.9020 |
172
+ | No log | 20.1667 | 242 | 0.8169 | 0.5098 | 0.8169 | 0.9038 |
173
+ | No log | 20.3333 | 244 | 0.8568 | 0.5303 | 0.8568 | 0.9257 |
174
+ | No log | 20.5 | 246 | 0.9129 | 0.5951 | 0.9129 | 0.9555 |
175
+ | No log | 20.6667 | 248 | 0.9446 | 0.5861 | 0.9446 | 0.9719 |
176
+ | No log | 20.8333 | 250 | 0.9284 | 0.5611 | 0.9284 | 0.9635 |
177
+ | No log | 21.0 | 252 | 0.9428 | 0.5386 | 0.9428 | 0.9710 |
178
+ | No log | 21.1667 | 254 | 0.9516 | 0.5057 | 0.9516 | 0.9755 |
179
+ | No log | 21.3333 | 256 | 0.9317 | 0.5207 | 0.9317 | 0.9652 |
180
+ | No log | 21.5 | 258 | 0.9129 | 0.4944 | 0.9129 | 0.9555 |
181
+ | No log | 21.6667 | 260 | 0.9085 | 0.4663 | 0.9085 | 0.9531 |
182
+ | No log | 21.8333 | 262 | 0.9167 | 0.4553 | 0.9167 | 0.9574 |
183
+ | No log | 22.0 | 264 | 0.9514 | 0.3945 | 0.9514 | 0.9754 |
184
+ | No log | 22.1667 | 266 | 0.9697 | 0.3958 | 0.9697 | 0.9847 |
185
+ | No log | 22.3333 | 268 | 0.9603 | 0.4490 | 0.9603 | 0.9799 |
186
+ | No log | 22.5 | 270 | 0.9155 | 0.5406 | 0.9155 | 0.9568 |
187
+ | No log | 22.6667 | 272 | 0.8812 | 0.5793 | 0.8812 | 0.9387 |
188
+ | No log | 22.8333 | 274 | 0.8905 | 0.5753 | 0.8905 | 0.9437 |
189
+ | No log | 23.0 | 276 | 0.8804 | 0.5753 | 0.8804 | 0.9383 |
190
+ | No log | 23.1667 | 278 | 0.8423 | 0.5283 | 0.8423 | 0.9178 |
191
+ | No log | 23.3333 | 280 | 0.8776 | 0.6162 | 0.8776 | 0.9368 |
192
+ | No log | 23.5 | 282 | 0.9309 | 0.5448 | 0.9309 | 0.9648 |
193
+ | No log | 23.6667 | 284 | 0.9130 | 0.5448 | 0.9130 | 0.9555 |
194
+ | No log | 23.8333 | 286 | 0.9197 | 0.5448 | 0.9197 | 0.9590 |
195
+ | No log | 24.0 | 288 | 0.9164 | 0.5448 | 0.9164 | 0.9573 |
196
+ | No log | 24.1667 | 290 | 0.8868 | 0.5276 | 0.8868 | 0.9417 |
197
+ | No log | 24.3333 | 292 | 0.8482 | 0.5564 | 0.8482 | 0.9210 |
198
+ | No log | 24.5 | 294 | 0.8531 | 0.5467 | 0.8531 | 0.9236 |
199
+ | No log | 24.6667 | 296 | 0.8863 | 0.5674 | 0.8863 | 0.9414 |
200
+ | No log | 24.8333 | 298 | 0.9181 | 0.5654 | 0.9181 | 0.9582 |
201
+ | No log | 25.0 | 300 | 0.9543 | 0.5655 | 0.9543 | 0.9769 |
202
+ | No log | 25.1667 | 302 | 1.0223 | 0.5675 | 1.0223 | 1.0111 |
203
+ | No log | 25.3333 | 304 | 1.0014 | 0.5605 | 1.0014 | 1.0007 |
204
+ | No log | 25.5 | 306 | 0.9078 | 0.5258 | 0.9078 | 0.9528 |
205
+ | No log | 25.6667 | 308 | 0.8583 | 0.5098 | 0.8583 | 0.9264 |
206
+ | No log | 25.8333 | 310 | 0.8213 | 0.4775 | 0.8213 | 0.9063 |
207
+ | No log | 26.0 | 312 | 0.8069 | 0.4476 | 0.8069 | 0.8983 |
208
+ | No log | 26.1667 | 314 | 0.8077 | 0.4724 | 0.8077 | 0.8987 |
209
+ | No log | 26.3333 | 316 | 0.8332 | 0.4639 | 0.8332 | 0.9128 |
210
+ | No log | 26.5 | 318 | 0.9033 | 0.5258 | 0.9033 | 0.9504 |
211
+ | No log | 26.6667 | 320 | 0.9668 | 0.5258 | 0.9668 | 0.9833 |
212
+ | No log | 26.8333 | 322 | 0.9481 | 0.5258 | 0.9481 | 0.9737 |
213
+ | No log | 27.0 | 324 | 0.8958 | 0.5151 | 0.8958 | 0.9464 |
214
+ | No log | 27.1667 | 326 | 0.8845 | 0.5544 | 0.8845 | 0.9405 |
215
+ | No log | 27.3333 | 328 | 0.8685 | 0.5237 | 0.8685 | 0.9319 |
216
+ | No log | 27.5 | 330 | 0.8778 | 0.5094 | 0.8778 | 0.9369 |
217
+ | No log | 27.6667 | 332 | 0.9072 | 0.5121 | 0.9072 | 0.9525 |
218
+ | No log | 27.8333 | 334 | 0.9744 | 0.4988 | 0.9744 | 0.9871 |
219
+ | No log | 28.0 | 336 | 1.0283 | 0.5158 | 1.0283 | 1.0141 |
220
+ | No log | 28.1667 | 338 | 1.0585 | 0.5574 | 1.0585 | 1.0289 |
221
+ | No log | 28.3333 | 340 | 1.0133 | 0.5354 | 1.0133 | 1.0066 |
222
+ | No log | 28.5 | 342 | 0.9629 | 0.4715 | 0.9629 | 0.9813 |
223
+ | No log | 28.6667 | 344 | 0.9455 | 0.5034 | 0.9455 | 0.9724 |
224
+ | No log | 28.8333 | 346 | 0.9327 | 0.4864 | 0.9327 | 0.9657 |
225
+ | No log | 29.0 | 348 | 0.9078 | 0.4968 | 0.9078 | 0.9528 |
226
+ | No log | 29.1667 | 350 | 0.8929 | 0.4832 | 0.8929 | 0.9449 |
227
+ | No log | 29.3333 | 352 | 0.8889 | 0.5304 | 0.8889 | 0.9428 |
228
+ | No log | 29.5 | 354 | 0.8882 | 0.5009 | 0.8882 | 0.9424 |
229
+ | No log | 29.6667 | 356 | 0.8877 | 0.5009 | 0.8877 | 0.9422 |
230
+ | No log | 29.8333 | 358 | 0.8810 | 0.5009 | 0.8810 | 0.9386 |
231
+ | No log | 30.0 | 360 | 0.8751 | 0.5142 | 0.8751 | 0.9355 |
232
+ | No log | 30.1667 | 362 | 0.8711 | 0.5142 | 0.8711 | 0.9333 |
233
+ | No log | 30.3333 | 364 | 0.8823 | 0.5276 | 0.8823 | 0.9393 |
234
+ | No log | 30.5 | 366 | 0.9002 | 0.5245 | 0.9002 | 0.9488 |
235
+ | No log | 30.6667 | 368 | 0.9143 | 0.5589 | 0.9143 | 0.9562 |
236
+ | No log | 30.8333 | 370 | 0.9045 | 0.5204 | 0.9045 | 0.9510 |
237
+ | No log | 31.0 | 372 | 0.9100 | 0.4792 | 0.9100 | 0.9539 |
238
+ | No log | 31.1667 | 374 | 0.9289 | 0.4763 | 0.9289 | 0.9638 |
239
+ | No log | 31.3333 | 376 | 0.9265 | 0.4820 | 0.9265 | 0.9626 |
240
+ | No log | 31.5 | 378 | 0.9205 | 0.4944 | 0.9205 | 0.9594 |
241
+ | No log | 31.6667 | 380 | 0.9169 | 0.5468 | 0.9169 | 0.9575 |
242
+ | No log | 31.8333 | 382 | 0.9108 | 0.5376 | 0.9108 | 0.9544 |
243
+ | No log | 32.0 | 384 | 0.9127 | 0.5205 | 0.9127 | 0.9554 |
244
+ | No log | 32.1667 | 386 | 0.9177 | 0.4726 | 0.9177 | 0.9579 |
245
+ | No log | 32.3333 | 388 | 0.9188 | 0.4685 | 0.9188 | 0.9586 |
246
+ | No log | 32.5 | 390 | 0.9292 | 0.4552 | 0.9292 | 0.9639 |
247
+ | No log | 32.6667 | 392 | 0.9614 | 0.4715 | 0.9614 | 0.9805 |
248
+ | No log | 32.8333 | 394 | 1.0007 | 0.4780 | 1.0007 | 1.0004 |
249
+ | No log | 33.0 | 396 | 0.9973 | 0.4593 | 0.9973 | 0.9987 |
250
+ | No log | 33.1667 | 398 | 0.9647 | 0.4715 | 0.9647 | 0.9822 |
251
+ | No log | 33.3333 | 400 | 0.9495 | 0.4829 | 0.9495 | 0.9744 |
252
+ | No log | 33.5 | 402 | 0.9467 | 0.4773 | 0.9467 | 0.9730 |
253
+ | No log | 33.6667 | 404 | 0.9592 | 0.4773 | 0.9592 | 0.9794 |
254
+ | No log | 33.8333 | 406 | 0.9697 | 0.4942 | 0.9697 | 0.9847 |
255
+ | No log | 34.0 | 408 | 0.9879 | 0.4829 | 0.9879 | 0.9940 |
256
+ | No log | 34.1667 | 410 | 1.0072 | 0.4400 | 1.0072 | 1.0036 |
257
+ | No log | 34.3333 | 412 | 1.0106 | 0.4400 | 1.0106 | 1.0053 |
258
+ | No log | 34.5 | 414 | 0.9910 | 0.4829 | 0.9910 | 0.9955 |
259
+ | No log | 34.6667 | 416 | 0.9484 | 0.4382 | 0.9484 | 0.9739 |
260
+ | No log | 34.8333 | 418 | 0.9174 | 0.4944 | 0.9174 | 0.9578 |
261
+ | No log | 35.0 | 420 | 0.9088 | 0.4958 | 0.9088 | 0.9533 |
262
+ | No log | 35.1667 | 422 | 0.9112 | 0.5204 | 0.9112 | 0.9546 |
263
+ | No log | 35.3333 | 424 | 0.9230 | 0.4957 | 0.9230 | 0.9607 |
264
+ | No log | 35.5 | 426 | 0.9305 | 0.5028 | 0.9305 | 0.9646 |
265
+ | No log | 35.6667 | 428 | 0.9450 | 0.5028 | 0.9450 | 0.9721 |
266
+ | No log | 35.8333 | 430 | 0.9411 | 0.5028 | 0.9411 | 0.9701 |
267
+ | No log | 36.0 | 432 | 0.9018 | 0.5073 | 0.9018 | 0.9497 |
268
+ | No log | 36.1667 | 434 | 0.8664 | 0.4143 | 0.8664 | 0.9308 |
269
+ | No log | 36.3333 | 436 | 0.8500 | 0.4540 | 0.8500 | 0.9220 |
270
+ | No log | 36.5 | 438 | 0.8493 | 0.4374 | 0.8493 | 0.9216 |
271
+ | No log | 36.6667 | 440 | 0.8668 | 0.4956 | 0.8668 | 0.9310 |
272
+ | No log | 36.8333 | 442 | 0.9027 | 0.4906 | 0.9027 | 0.9501 |
273
+ | No log | 37.0 | 444 | 0.9205 | 0.5242 | 0.9205 | 0.9594 |
274
+ | No log | 37.1667 | 446 | 0.9137 | 0.5242 | 0.9137 | 0.9559 |
275
+ | No log | 37.3333 | 448 | 0.9066 | 0.5038 | 0.9066 | 0.9522 |
276
+ | No log | 37.5 | 450 | 0.8870 | 0.5218 | 0.8870 | 0.9418 |
277
+ | No log | 37.6667 | 452 | 0.8686 | 0.4852 | 0.8686 | 0.9320 |
278
+ | No log | 37.8333 | 454 | 0.8673 | 0.4663 | 0.8673 | 0.9313 |
279
+ | No log | 38.0 | 456 | 0.8823 | 0.5029 | 0.8823 | 0.9393 |
280
+ | No log | 38.1667 | 458 | 0.9014 | 0.52 | 0.9014 | 0.9494 |
281
+ | No log | 38.3333 | 460 | 0.9022 | 0.5166 | 0.9022 | 0.9499 |
282
+ | No log | 38.5 | 462 | 0.8814 | 0.5183 | 0.8814 | 0.9389 |
283
+ | No log | 38.6667 | 464 | 0.8457 | 0.5495 | 0.8457 | 0.9196 |
284
+ | No log | 38.8333 | 466 | 0.8289 | 0.5119 | 0.8289 | 0.9104 |
285
+ | No log | 39.0 | 468 | 0.8222 | 0.4923 | 0.8222 | 0.9067 |
286
+ | No log | 39.1667 | 470 | 0.8231 | 0.4779 | 0.8231 | 0.9073 |
287
+ | No log | 39.3333 | 472 | 0.8253 | 0.5121 | 0.8253 | 0.9085 |
288
+ | No log | 39.5 | 474 | 0.8248 | 0.4938 | 0.8248 | 0.9082 |
289
+ | No log | 39.6667 | 476 | 0.8154 | 0.4894 | 0.8154 | 0.9030 |
290
+ | No log | 39.8333 | 478 | 0.8132 | 0.4902 | 0.8132 | 0.9018 |
291
+ | No log | 40.0 | 480 | 0.8192 | 0.5479 | 0.8192 | 0.9051 |
292
+ | No log | 40.1667 | 482 | 0.8365 | 0.5447 | 0.8365 | 0.9146 |
293
+ | No log | 40.3333 | 484 | 0.8398 | 0.4968 | 0.8398 | 0.9164 |
294
+ | No log | 40.5 | 486 | 0.8250 | 0.4239 | 0.8250 | 0.9083 |
295
+ | No log | 40.6667 | 488 | 0.8141 | 0.4369 | 0.8141 | 0.9023 |
296
+ | No log | 40.8333 | 490 | 0.8065 | 0.4369 | 0.8065 | 0.8980 |
297
+ | No log | 41.0 | 492 | 0.7904 | 0.5875 | 0.7904 | 0.8890 |
298
+ | No log | 41.1667 | 494 | 0.7732 | 0.6038 | 0.7732 | 0.8793 |
299
+ | No log | 41.3333 | 496 | 0.7665 | 0.6374 | 0.7665 | 0.8755 |
300
+ | No log | 41.5 | 498 | 0.7605 | 0.6026 | 0.7605 | 0.8721 |
301
+ | 0.2936 | 41.6667 | 500 | 0.7581 | 0.5560 | 0.7581 | 0.8707 |
302
+ | 0.2936 | 41.8333 | 502 | 0.7590 | 0.5560 | 0.7590 | 0.8712 |
303
+ | 0.2936 | 42.0 | 504 | 0.7579 | 0.5426 | 0.7579 | 0.8706 |
304
+ | 0.2936 | 42.1667 | 506 | 0.7615 | 0.5110 | 0.7615 | 0.8726 |
305
+ | 0.2936 | 42.3333 | 508 | 0.7649 | 0.5295 | 0.7649 | 0.8746 |
306
+ | 0.2936 | 42.5 | 510 | 0.7693 | 0.5073 | 0.7693 | 0.8771 |
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions