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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k6_task7_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_k5_task7_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_k5_task7_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: 0.6931
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- - Qwk: 0.4592
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- - Mse: 0.6931
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- - Rmse: 0.8325
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  ## Model description
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@@ -47,266 +47,320 @@ 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 | 0.08 | 2 | 2.5881 | 0.0052 | 2.5881 | 1.6088 |
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- | No log | 0.16 | 4 | 1.4276 | 0.0547 | 1.4276 | 1.1948 |
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- | No log | 0.24 | 6 | 0.8136 | 0.0509 | 0.8136 | 0.9020 |
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- | No log | 0.32 | 8 | 0.9098 | 0.0715 | 0.9098 | 0.9538 |
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- | No log | 0.4 | 10 | 0.9846 | 0.3066 | 0.9846 | 0.9923 |
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- | No log | 0.48 | 12 | 0.7534 | 0.3538 | 0.7534 | 0.8680 |
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- | No log | 0.56 | 14 | 0.6428 | 0.3166 | 0.6428 | 0.8018 |
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- | No log | 0.64 | 16 | 0.7146 | 0.3991 | 0.7146 | 0.8453 |
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- | No log | 0.72 | 18 | 0.8478 | 0.3516 | 0.8478 | 0.9208 |
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- | No log | 0.8 | 20 | 0.7647 | 0.3938 | 0.7647 | 0.8745 |
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- | No log | 0.88 | 22 | 0.6610 | 0.4624 | 0.6610 | 0.8130 |
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- | No log | 0.96 | 24 | 0.5752 | 0.4124 | 0.5752 | 0.7584 |
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- | No log | 1.04 | 26 | 0.5608 | 0.4378 | 0.5608 | 0.7489 |
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- | No log | 1.12 | 28 | 0.7491 | 0.4646 | 0.7491 | 0.8655 |
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- | No log | 1.2 | 30 | 0.9540 | 0.2756 | 0.9540 | 0.9768 |
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- | No log | 1.28 | 32 | 0.8396 | 0.3657 | 0.8396 | 0.9163 |
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- | No log | 1.3600 | 34 | 0.5506 | 0.4124 | 0.5506 | 0.7420 |
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- | No log | 1.44 | 36 | 0.5588 | 0.4475 | 0.5588 | 0.7475 |
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- | No log | 1.52 | 38 | 0.5685 | 0.4514 | 0.5685 | 0.7540 |
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- | No log | 1.6 | 40 | 0.6887 | 0.4808 | 0.6887 | 0.8299 |
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- | No log | 1.6800 | 42 | 0.9237 | 0.4003 | 0.9237 | 0.9611 |
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- | No log | 1.76 | 44 | 1.0499 | 0.3689 | 1.0499 | 1.0246 |
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- | No log | 1.8400 | 46 | 0.8730 | 0.4032 | 0.8730 | 0.9343 |
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- | No log | 1.92 | 48 | 0.6103 | 0.4788 | 0.6103 | 0.7812 |
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- | No log | 2.0 | 50 | 0.5954 | 0.4438 | 0.5954 | 0.7717 |
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- | No log | 2.08 | 52 | 0.5527 | 0.4257 | 0.5527 | 0.7434 |
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- | No log | 2.16 | 54 | 0.6231 | 0.4482 | 0.6231 | 0.7894 |
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- | No log | 2.24 | 56 | 0.6802 | 0.4574 | 0.6802 | 0.8247 |
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- | No log | 2.32 | 58 | 0.5971 | 0.4745 | 0.5971 | 0.7727 |
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- | No log | 2.4 | 60 | 0.5527 | 0.5075 | 0.5527 | 0.7434 |
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- | No log | 2.48 | 62 | 0.5780 | 0.4813 | 0.5780 | 0.7603 |
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- | No log | 2.56 | 64 | 0.5634 | 0.4681 | 0.5634 | 0.7506 |
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- | No log | 2.64 | 66 | 0.6465 | 0.5139 | 0.6465 | 0.8040 |
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- | No log | 2.7200 | 68 | 0.8086 | 0.4511 | 0.8086 | 0.8992 |
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- | No log | 2.8 | 70 | 0.9270 | 0.3450 | 0.9270 | 0.9628 |
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- | No log | 2.88 | 72 | 0.9196 | 0.4032 | 0.9196 | 0.9589 |
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- | No log | 2.96 | 74 | 0.8886 | 0.4287 | 0.8886 | 0.9427 |
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- | No log | 3.04 | 76 | 0.8288 | 0.3645 | 0.8288 | 0.9104 |
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- | No log | 3.12 | 78 | 0.9177 | 0.4652 | 0.9177 | 0.9579 |
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- | No log | 3.2 | 80 | 0.9250 | 0.4270 | 0.9250 | 0.9617 |
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- | No log | 3.2800 | 82 | 0.9289 | 0.4124 | 0.9289 | 0.9638 |
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- | No log | 3.36 | 84 | 0.9107 | 0.4124 | 0.9107 | 0.9543 |
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- | No log | 3.44 | 86 | 0.8706 | 0.4837 | 0.8706 | 0.9330 |
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- | No log | 3.52 | 88 | 0.8164 | 0.5146 | 0.8164 | 0.9035 |
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- | No log | 3.6 | 90 | 0.8725 | 0.4455 | 0.8725 | 0.9341 |
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- | No log | 3.68 | 92 | 0.8850 | 0.4701 | 0.8850 | 0.9407 |
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- | No log | 3.76 | 94 | 0.8400 | 0.4568 | 0.8400 | 0.9165 |
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- | No log | 3.84 | 96 | 0.8667 | 0.4703 | 0.8667 | 0.9310 |
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- | No log | 3.92 | 98 | 0.7959 | 0.3503 | 0.7959 | 0.8922 |
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- | No log | 4.0 | 100 | 0.8302 | 0.3525 | 0.8302 | 0.9112 |
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- | No log | 4.08 | 102 | 1.0053 | 0.2343 | 1.0053 | 1.0026 |
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- | No log | 4.16 | 104 | 1.4739 | 0.3044 | 1.4739 | 1.2140 |
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- | No log | 4.24 | 106 | 1.3607 | 0.2523 | 1.3607 | 1.1665 |
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- | No log | 4.32 | 108 | 1.1740 | 0.2650 | 1.1740 | 1.0835 |
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- | No log | 4.4 | 110 | 0.8322 | 0.3978 | 0.8322 | 0.9123 |
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- | No log | 4.48 | 112 | 0.6772 | 0.4788 | 0.6772 | 0.8229 |
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- | No log | 4.5600 | 114 | 0.6430 | 0.4197 | 0.6430 | 0.8018 |
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- | No log | 4.64 | 116 | 0.7687 | 0.4096 | 0.7687 | 0.8767 |
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- | No log | 4.72 | 118 | 0.8610 | 0.4270 | 0.8610 | 0.9279 |
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- | No log | 4.8 | 120 | 0.8336 | 0.5181 | 0.8336 | 0.9130 |
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- | No log | 4.88 | 122 | 0.6882 | 0.5582 | 0.6882 | 0.8296 |
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- | No log | 4.96 | 124 | 0.6101 | 0.4624 | 0.6101 | 0.7811 |
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- | No log | 5.04 | 126 | 0.5971 | 0.5259 | 0.5971 | 0.7727 |
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- | No log | 5.12 | 128 | 0.6823 | 0.4795 | 0.6823 | 0.8260 |
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- | No log | 5.2 | 130 | 0.7661 | 0.4632 | 0.7661 | 0.8753 |
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- | No log | 5.28 | 132 | 0.9291 | 0.5100 | 0.9291 | 0.9639 |
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- | No log | 5.36 | 134 | 0.9661 | 0.4819 | 0.9661 | 0.9829 |
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- | No log | 5.44 | 136 | 0.8234 | 0.5229 | 0.8234 | 0.9074 |
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- | No log | 5.52 | 138 | 0.6461 | 0.4845 | 0.6461 | 0.8038 |
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- | No log | 5.6 | 140 | 0.5360 | 0.5098 | 0.5360 | 0.7321 |
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- | No log | 5.68 | 142 | 0.5240 | 0.4933 | 0.5240 | 0.7239 |
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- | No log | 5.76 | 144 | 0.5711 | 0.5107 | 0.5711 | 0.7557 |
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- | No log | 5.84 | 146 | 0.5940 | 0.4783 | 0.5940 | 0.7707 |
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- | No log | 5.92 | 148 | 0.5435 | 0.4933 | 0.5435 | 0.7372 |
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- | No log | 6.0 | 150 | 0.5519 | 0.4819 | 0.5519 | 0.7429 |
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- | No log | 6.08 | 152 | 0.5910 | 0.5093 | 0.5910 | 0.7687 |
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- | No log | 6.16 | 154 | 0.7270 | 0.4735 | 0.7270 | 0.8526 |
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- | No log | 6.24 | 156 | 0.8356 | 0.4568 | 0.8356 | 0.9141 |
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- | No log | 6.32 | 158 | 0.8208 | 0.4346 | 0.8208 | 0.9060 |
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- | No log | 6.4 | 160 | 0.7693 | 0.4208 | 0.7693 | 0.8771 |
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- | No log | 6.48 | 162 | 0.8319 | 0.4346 | 0.8319 | 0.9121 |
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- | No log | 6.5600 | 164 | 0.7844 | 0.4760 | 0.7844 | 0.8857 |
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- | No log | 6.64 | 166 | 0.6959 | 0.4853 | 0.6959 | 0.8342 |
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- | No log | 6.72 | 168 | 0.7506 | 0.5160 | 0.7506 | 0.8664 |
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- | No log | 6.8 | 170 | 0.7488 | 0.5296 | 0.7488 | 0.8653 |
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- | No log | 6.88 | 172 | 0.7076 | 0.5296 | 0.7076 | 0.8412 |
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- | No log | 6.96 | 174 | 0.6541 | 0.5720 | 0.6541 | 0.8088 |
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- | No log | 7.04 | 176 | 0.5915 | 0.4646 | 0.5915 | 0.7691 |
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- | No log | 7.12 | 178 | 0.5910 | 0.4726 | 0.5910 | 0.7688 |
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- | No log | 7.2 | 180 | 0.6618 | 0.4687 | 0.6618 | 0.8135 |
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- | No log | 7.28 | 182 | 0.7645 | 0.4545 | 0.7645 | 0.8743 |
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- | No log | 7.36 | 184 | 0.9115 | 0.3830 | 0.9115 | 0.9547 |
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- | No log | 7.44 | 186 | 0.8645 | 0.4545 | 0.8645 | 0.9298 |
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- | No log | 7.52 | 188 | 0.6470 | 0.5009 | 0.6470 | 0.8044 |
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- | No log | 7.6 | 190 | 0.5909 | 0.4272 | 0.5909 | 0.7687 |
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- | No log | 7.68 | 192 | 0.6430 | 0.4769 | 0.6430 | 0.8019 |
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- | No log | 7.76 | 194 | 0.7047 | 0.4308 | 0.7047 | 0.8395 |
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- | No log | 7.84 | 196 | 0.8778 | 0.4189 | 0.8778 | 0.9369 |
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- | No log | 7.92 | 198 | 1.0907 | 0.3723 | 1.0907 | 1.0444 |
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- | No log | 8.0 | 200 | 0.9898 | 0.3630 | 0.9898 | 0.9949 |
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- | No log | 8.08 | 202 | 0.8144 | 0.4400 | 0.8144 | 0.9024 |
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- | No log | 8.16 | 204 | 0.7062 | 0.4197 | 0.7062 | 0.8403 |
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- | No log | 8.24 | 206 | 0.7720 | 0.4328 | 0.7720 | 0.8786 |
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- | No log | 8.32 | 208 | 0.9503 | 0.4045 | 0.9503 | 0.9748 |
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- | No log | 8.4 | 210 | 0.8920 | 0.4450 | 0.8920 | 0.9445 |
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- | No log | 8.48 | 212 | 0.8004 | 0.4618 | 0.8004 | 0.8946 |
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- | No log | 8.56 | 214 | 0.7571 | 0.5146 | 0.7571 | 0.8701 |
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- | No log | 8.64 | 216 | 0.7189 | 0.4721 | 0.7189 | 0.8479 |
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- | No log | 8.72 | 218 | 0.6692 | 0.4795 | 0.6692 | 0.8180 |
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- | No log | 8.8 | 220 | 0.6761 | 0.4275 | 0.6761 | 0.8223 |
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- | No log | 8.88 | 222 | 0.6384 | 0.4218 | 0.6384 | 0.7990 |
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- | No log | 8.96 | 224 | 0.6764 | 0.4424 | 0.6764 | 0.8224 |
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- | No log | 9.04 | 226 | 0.8217 | 0.4538 | 0.8217 | 0.9065 |
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- | No log | 9.12 | 228 | 0.8604 | 0.4454 | 0.8604 | 0.9276 |
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- | No log | 9.2 | 230 | 0.7712 | 0.3918 | 0.7712 | 0.8782 |
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- | No log | 9.28 | 232 | 0.8133 | 0.4400 | 0.8133 | 0.9018 |
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- | No log | 9.36 | 234 | 0.7539 | 0.4870 | 0.7539 | 0.8683 |
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- | No log | 9.44 | 236 | 0.6622 | 0.5388 | 0.6622 | 0.8137 |
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- | No log | 9.52 | 238 | 0.6231 | 0.5758 | 0.6231 | 0.7894 |
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- | No log | 9.6 | 240 | 0.6206 | 0.5368 | 0.6206 | 0.7878 |
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- | No log | 9.68 | 242 | 0.6326 | 0.5368 | 0.6326 | 0.7954 |
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- | No log | 9.76 | 244 | 0.6708 | 0.5278 | 0.6708 | 0.8191 |
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- | No log | 9.84 | 246 | 0.6359 | 0.4741 | 0.6359 | 0.7974 |
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- | No log | 9.92 | 248 | 0.6040 | 0.4819 | 0.6040 | 0.7772 |
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- | No log | 10.0 | 250 | 0.5856 | 0.4997 | 0.5856 | 0.7653 |
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- | No log | 10.08 | 252 | 0.5838 | 0.5468 | 0.5838 | 0.7640 |
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- | No log | 10.16 | 254 | 0.6196 | 0.5140 | 0.6196 | 0.7872 |
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- | No log | 10.24 | 256 | 0.7477 | 0.4574 | 0.7477 | 0.8647 |
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- | No log | 10.32 | 258 | 0.9512 | 0.4233 | 0.9512 | 0.9753 |
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- | No log | 10.4 | 260 | 0.9778 | 0.4161 | 0.9778 | 0.9888 |
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- | No log | 10.48 | 262 | 0.8131 | 0.4704 | 0.8131 | 0.9017 |
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- | No log | 10.56 | 264 | 0.6497 | 0.4845 | 0.6497 | 0.8060 |
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- | No log | 10.64 | 266 | 0.5941 | 0.4920 | 0.5941 | 0.7708 |
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- | No log | 10.72 | 268 | 0.6133 | 0.4315 | 0.6133 | 0.7831 |
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- | No log | 10.8 | 270 | 0.7092 | 0.4769 | 0.7092 | 0.8422 |
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- | No log | 10.88 | 272 | 0.8899 | 0.3870 | 0.8899 | 0.9434 |
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- | No log | 10.96 | 274 | 1.0215 | 0.3233 | 1.0215 | 1.0107 |
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- | No log | 11.04 | 276 | 1.1429 | 0.2775 | 1.1429 | 1.0691 |
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- | No log | 11.12 | 278 | 1.0016 | 0.3486 | 1.0016 | 1.0008 |
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- | No log | 11.2 | 280 | 0.7471 | 0.4502 | 0.7471 | 0.8644 |
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- | No log | 11.28 | 282 | 0.6711 | 0.4438 | 0.6711 | 0.8192 |
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- | No log | 11.36 | 284 | 0.6312 | 0.4295 | 0.6312 | 0.7945 |
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- | No log | 11.44 | 286 | 0.5988 | 0.4663 | 0.5988 | 0.7738 |
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- | No log | 11.52 | 288 | 0.6003 | 0.4663 | 0.6003 | 0.7748 |
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- | No log | 11.6 | 290 | 0.6941 | 0.4549 | 0.6941 | 0.8331 |
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- | No log | 11.68 | 292 | 0.7219 | 0.3960 | 0.7219 | 0.8496 |
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- | No log | 11.76 | 294 | 0.6841 | 0.4624 | 0.6841 | 0.8271 |
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- | No log | 11.84 | 296 | 0.6587 | 0.4387 | 0.6587 | 0.8116 |
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- | No log | 11.92 | 298 | 0.6506 | 0.4230 | 0.6506 | 0.8066 |
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- | No log | 12.0 | 300 | 0.5794 | 0.4997 | 0.5794 | 0.7612 |
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- | No log | 12.08 | 302 | 0.5404 | 0.4919 | 0.5404 | 0.7351 |
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- | No log | 12.16 | 304 | 0.5570 | 0.4907 | 0.5570 | 0.7463 |
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- | No log | 12.24 | 306 | 0.6482 | 0.5354 | 0.6482 | 0.8051 |
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- | No log | 12.32 | 308 | 0.7694 | 0.5377 | 0.7694 | 0.8772 |
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- | No log | 12.4 | 310 | 0.8443 | 0.4936 | 0.8443 | 0.9189 |
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- | No log | 12.48 | 312 | 0.8177 | 0.4573 | 0.8177 | 0.9043 |
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- | No log | 12.56 | 314 | 0.8558 | 0.4439 | 0.8558 | 0.9251 |
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- | No log | 12.64 | 316 | 0.8797 | 0.4618 | 0.8797 | 0.9379 |
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- | No log | 12.72 | 318 | 0.8521 | 0.4258 | 0.8521 | 0.9231 |
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- | No log | 12.8 | 320 | 0.8324 | 0.4258 | 0.8324 | 0.9124 |
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- | No log | 12.88 | 322 | 0.8308 | 0.4013 | 0.8308 | 0.9115 |
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- | No log | 12.96 | 324 | 0.8369 | 0.3913 | 0.8369 | 0.9148 |
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- | No log | 13.04 | 326 | 0.7691 | 0.4632 | 0.7691 | 0.8770 |
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- | No log | 13.12 | 328 | 0.7565 | 0.4347 | 0.7565 | 0.8697 |
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- | No log | 13.2 | 330 | 0.7701 | 0.4760 | 0.7701 | 0.8776 |
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- | No log | 13.28 | 332 | 0.7160 | 0.4419 | 0.7160 | 0.8462 |
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- | No log | 13.36 | 334 | 0.6181 | 0.4568 | 0.6181 | 0.7862 |
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- | No log | 13.44 | 336 | 0.5264 | 0.5989 | 0.5264 | 0.7256 |
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- | No log | 13.52 | 338 | 0.5102 | 0.5989 | 0.5102 | 0.7143 |
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- | No log | 13.6 | 340 | 0.5319 | 0.5544 | 0.5319 | 0.7293 |
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- | No log | 13.68 | 342 | 0.6156 | 0.4493 | 0.6156 | 0.7846 |
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- | No log | 13.76 | 344 | 0.6651 | 0.4183 | 0.6651 | 0.8156 |
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- | No log | 13.84 | 346 | 0.6332 | 0.4030 | 0.6332 | 0.7957 |
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- | No log | 13.92 | 348 | 0.5853 | 0.4979 | 0.5853 | 0.7650 |
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- | No log | 14.0 | 350 | 0.5656 | 0.4749 | 0.5656 | 0.7520 |
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- | No log | 14.08 | 352 | 0.5776 | 0.4014 | 0.5776 | 0.7600 |
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- | No log | 14.16 | 354 | 0.6349 | 0.4404 | 0.6349 | 0.7968 |
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- | No log | 14.24 | 356 | 0.6822 | 0.4549 | 0.6822 | 0.8260 |
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- | No log | 14.32 | 358 | 0.6881 | 0.4630 | 0.6881 | 0.8295 |
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- | No log | 14.4 | 360 | 0.6538 | 0.4835 | 0.6538 | 0.8086 |
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- | No log | 14.48 | 362 | 0.6426 | 0.5138 | 0.6426 | 0.8016 |
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- | No log | 14.56 | 364 | 0.6273 | 0.4255 | 0.6273 | 0.7920 |
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- | No log | 14.64 | 366 | 0.6319 | 0.4275 | 0.6319 | 0.7949 |
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- | No log | 14.72 | 368 | 0.6799 | 0.4400 | 0.6799 | 0.8245 |
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- | No log | 14.8 | 370 | 0.7295 | 0.4346 | 0.7295 | 0.8541 |
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- | No log | 14.88 | 372 | 0.7058 | 0.4328 | 0.7058 | 0.8401 |
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- | No log | 14.96 | 374 | 0.6404 | 0.4154 | 0.6404 | 0.8002 |
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- | No log | 15.04 | 376 | 0.6238 | 0.4482 | 0.6238 | 0.7898 |
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- | No log | 15.12 | 378 | 0.5763 | 0.5310 | 0.5763 | 0.7591 |
241
- | No log | 15.2 | 380 | 0.5616 | 0.5310 | 0.5616 | 0.7494 |
242
- | No log | 15.28 | 382 | 0.5837 | 0.4898 | 0.5837 | 0.7640 |
243
- | No log | 15.36 | 384 | 0.6473 | 0.4400 | 0.6473 | 0.8046 |
244
- | No log | 15.44 | 386 | 0.7749 | 0.4511 | 0.7749 | 0.8803 |
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- | No log | 15.52 | 388 | 0.7812 | 0.4814 | 0.7812 | 0.8839 |
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- | No log | 15.6 | 390 | 0.6786 | 0.4484 | 0.6786 | 0.8238 |
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- | No log | 15.68 | 392 | 0.5669 | 0.3894 | 0.5669 | 0.7529 |
248
- | No log | 15.76 | 394 | 0.5330 | 0.4569 | 0.5330 | 0.7300 |
249
- | No log | 15.84 | 396 | 0.5550 | 0.3972 | 0.5550 | 0.7450 |
250
- | No log | 15.92 | 398 | 0.6137 | 0.3425 | 0.6137 | 0.7834 |
251
- | No log | 16.0 | 400 | 0.7182 | 0.4113 | 0.7182 | 0.8475 |
252
- | No log | 16.08 | 402 | 0.7819 | 0.4044 | 0.7819 | 0.8842 |
253
- | No log | 16.16 | 404 | 0.7449 | 0.4044 | 0.7449 | 0.8631 |
254
- | No log | 16.24 | 406 | 0.7169 | 0.4308 | 0.7169 | 0.8467 |
255
- | No log | 16.32 | 408 | 0.6790 | 0.4308 | 0.6790 | 0.8240 |
256
- | No log | 16.4 | 410 | 0.6218 | 0.4328 | 0.6218 | 0.7886 |
257
- | No log | 16.48 | 412 | 0.5580 | 0.4684 | 0.5580 | 0.7470 |
258
- | No log | 16.56 | 414 | 0.5407 | 0.5254 | 0.5407 | 0.7353 |
259
- | No log | 16.64 | 416 | 0.5636 | 0.4684 | 0.5636 | 0.7507 |
260
- | No log | 16.72 | 418 | 0.6610 | 0.4630 | 0.6610 | 0.8130 |
261
- | No log | 16.8 | 420 | 0.7533 | 0.4494 | 0.7533 | 0.8679 |
262
- | No log | 16.88 | 422 | 0.8658 | 0.4621 | 0.8658 | 0.9305 |
263
- | No log | 16.96 | 424 | 0.8892 | 0.4298 | 0.8892 | 0.9430 |
264
- | No log | 17.04 | 426 | 0.8783 | 0.4214 | 0.8783 | 0.9372 |
265
- | No log | 17.12 | 428 | 0.7901 | 0.3892 | 0.7901 | 0.8889 |
266
- | No log | 17.2 | 430 | 0.7375 | 0.3960 | 0.7375 | 0.8588 |
267
- | No log | 17.28 | 432 | 0.7158 | 0.3799 | 0.7158 | 0.8461 |
268
- | No log | 17.36 | 434 | 0.6777 | 0.3799 | 0.6777 | 0.8233 |
269
- | No log | 17.44 | 436 | 0.6594 | 0.3799 | 0.6594 | 0.8121 |
270
- | No log | 17.52 | 438 | 0.6971 | 0.4203 | 0.6971 | 0.8349 |
271
- | No log | 17.6 | 440 | 0.7645 | 0.5312 | 0.7645 | 0.8744 |
272
- | No log | 17.68 | 442 | 0.8768 | 0.4926 | 0.8768 | 0.9364 |
273
- | No log | 17.76 | 444 | 0.8783 | 0.4926 | 0.8783 | 0.9372 |
274
- | No log | 17.84 | 446 | 0.8392 | 0.4701 | 0.8392 | 0.9161 |
275
- | No log | 17.92 | 448 | 0.7423 | 0.4347 | 0.7423 | 0.8615 |
276
- | No log | 18.0 | 450 | 0.6484 | 0.3822 | 0.6484 | 0.8052 |
277
- | No log | 18.08 | 452 | 0.6177 | 0.4272 | 0.6177 | 0.7859 |
278
- | No log | 18.16 | 454 | 0.6194 | 0.4272 | 0.6194 | 0.7870 |
279
- | No log | 18.24 | 456 | 0.6757 | 0.3754 | 0.6757 | 0.8220 |
280
- | No log | 18.32 | 458 | 0.7680 | 0.4347 | 0.7680 | 0.8764 |
281
- | No log | 18.4 | 460 | 0.8638 | 0.4568 | 0.8638 | 0.9294 |
282
- | No log | 18.48 | 462 | 0.9217 | 0.4503 | 0.9217 | 0.9600 |
283
- | No log | 18.56 | 464 | 0.8603 | 0.4494 | 0.8603 | 0.9275 |
284
- | No log | 18.64 | 466 | 0.7765 | 0.4556 | 0.7765 | 0.8812 |
285
- | No log | 18.72 | 468 | 0.7050 | 0.3623 | 0.7050 | 0.8396 |
286
- | No log | 18.8 | 470 | 0.6557 | 0.3868 | 0.6557 | 0.8098 |
287
- | No log | 18.88 | 472 | 0.6474 | 0.4104 | 0.6474 | 0.8046 |
288
- | No log | 18.96 | 474 | 0.6627 | 0.4104 | 0.6627 | 0.8141 |
289
- | No log | 19.04 | 476 | 0.6613 | 0.4085 | 0.6613 | 0.8132 |
290
- | No log | 19.12 | 478 | 0.6947 | 0.3981 | 0.6947 | 0.8335 |
291
- | No log | 19.2 | 480 | 0.7361 | 0.3665 | 0.7361 | 0.8579 |
292
- | No log | 19.28 | 482 | 0.7353 | 0.3665 | 0.7353 | 0.8575 |
293
- | No log | 19.36 | 484 | 0.7447 | 0.3665 | 0.7447 | 0.8630 |
294
- | No log | 19.44 | 486 | 0.7599 | 0.3892 | 0.7599 | 0.8717 |
295
- | No log | 19.52 | 488 | 0.7437 | 0.3665 | 0.7437 | 0.8624 |
296
- | No log | 19.6 | 490 | 0.7340 | 0.3665 | 0.7340 | 0.8567 |
297
- | No log | 19.68 | 492 | 0.7829 | 0.4113 | 0.7829 | 0.8848 |
298
- | No log | 19.76 | 494 | 0.8854 | 0.4922 | 0.8854 | 0.9409 |
299
- | No log | 19.84 | 496 | 0.8827 | 0.4214 | 0.8827 | 0.9395 |
300
- | No log | 19.92 | 498 | 0.7930 | 0.4427 | 0.7930 | 0.8905 |
301
- | 0.2751 | 20.0 | 500 | 0.7612 | 0.4635 | 0.7612 | 0.8725 |
302
- | 0.2751 | 20.08 | 502 | 0.7433 | 0.4906 | 0.7433 | 0.8621 |
303
- | 0.2751 | 20.16 | 504 | 0.6994 | 0.5050 | 0.6994 | 0.8363 |
304
- | 0.2751 | 20.24 | 506 | 0.6922 | 0.4721 | 0.6922 | 0.8320 |
305
- | 0.2751 | 20.32 | 508 | 0.6955 | 0.4104 | 0.6955 | 0.8340 |
306
- | 0.2751 | 20.4 | 510 | 0.6675 | 0.4243 | 0.6675 | 0.8170 |
307
- | 0.2751 | 20.48 | 512 | 0.6760 | 0.4144 | 0.6760 | 0.8222 |
308
- | 0.2751 | 20.56 | 514 | 0.7078 | 0.4521 | 0.7078 | 0.8413 |
309
- | 0.2751 | 20.64 | 516 | 0.6931 | 0.4592 | 0.6931 | 0.8325 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
310
 
311
 
312
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k6_task7_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_k6_task7_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: 0.4791
19
+ - Qwk: 0.4182
20
+ - Mse: 0.4791
21
+ - Rmse: 0.6921
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0667 | 2 | 2.3694 | -0.0449 | 2.3694 | 1.5393 |
53
+ | No log | 0.1333 | 4 | 1.0954 | 0.1573 | 1.0954 | 1.0466 |
54
+ | No log | 0.2 | 6 | 0.8392 | 0.0937 | 0.8392 | 0.9161 |
55
+ | No log | 0.2667 | 8 | 0.7724 | 0.2615 | 0.7724 | 0.8789 |
56
+ | No log | 0.3333 | 10 | 0.6134 | 0.2413 | 0.6134 | 0.7832 |
57
+ | No log | 0.4 | 12 | 0.9111 | 0.3560 | 0.9111 | 0.9545 |
58
+ | No log | 0.4667 | 14 | 0.9461 | 0.3719 | 0.9461 | 0.9727 |
59
+ | No log | 0.5333 | 16 | 0.5647 | 0.4496 | 0.5647 | 0.7515 |
60
+ | No log | 0.6 | 18 | 0.5349 | 0.4173 | 0.5349 | 0.7314 |
61
+ | No log | 0.6667 | 20 | 0.5181 | 0.5386 | 0.5181 | 0.7198 |
62
+ | No log | 0.7333 | 22 | 0.6932 | 0.3347 | 0.6932 | 0.8326 |
63
+ | No log | 0.8 | 24 | 0.8813 | 0.3948 | 0.8813 | 0.9388 |
64
+ | No log | 0.8667 | 26 | 0.6673 | 0.4361 | 0.6673 | 0.8169 |
65
+ | No log | 0.9333 | 28 | 0.5124 | 0.5715 | 0.5124 | 0.7158 |
66
+ | No log | 1.0 | 30 | 0.6703 | 0.4089 | 0.6703 | 0.8187 |
67
+ | No log | 1.0667 | 32 | 0.5640 | 0.5228 | 0.5640 | 0.7510 |
68
+ | No log | 1.1333 | 34 | 0.5569 | 0.4997 | 0.5569 | 0.7463 |
69
+ | No log | 1.2 | 36 | 0.6599 | 0.4725 | 0.6599 | 0.8123 |
70
+ | No log | 1.2667 | 38 | 0.5680 | 0.4795 | 0.5680 | 0.7537 |
71
+ | No log | 1.3333 | 40 | 0.5117 | 0.4740 | 0.5117 | 0.7154 |
72
+ | No log | 1.4 | 42 | 0.4813 | 0.5340 | 0.4813 | 0.6937 |
73
+ | No log | 1.4667 | 44 | 0.4773 | 0.5875 | 0.4773 | 0.6908 |
74
+ | No log | 1.5333 | 46 | 0.4825 | 0.5781 | 0.4825 | 0.6946 |
75
+ | No log | 1.6 | 48 | 0.4947 | 0.5918 | 0.4947 | 0.7033 |
76
+ | No log | 1.6667 | 50 | 0.5605 | 0.5112 | 0.5605 | 0.7487 |
77
+ | No log | 1.7333 | 52 | 0.6102 | 0.5200 | 0.6102 | 0.7812 |
78
+ | No log | 1.8 | 54 | 0.5748 | 0.4825 | 0.5748 | 0.7582 |
79
+ | No log | 1.8667 | 56 | 0.4942 | 0.5205 | 0.4942 | 0.7030 |
80
+ | No log | 1.9333 | 58 | 0.5340 | 0.6080 | 0.5340 | 0.7308 |
81
+ | No log | 2.0 | 60 | 0.5313 | 0.6355 | 0.5313 | 0.7289 |
82
+ | No log | 2.0667 | 62 | 0.5638 | 0.5656 | 0.5638 | 0.7509 |
83
+ | No log | 2.1333 | 64 | 0.6020 | 0.5236 | 0.6020 | 0.7759 |
84
+ | No log | 2.2 | 66 | 0.4982 | 0.6289 | 0.4982 | 0.7058 |
85
+ | No log | 2.2667 | 68 | 0.4989 | 0.6741 | 0.4989 | 0.7063 |
86
+ | No log | 2.3333 | 70 | 0.5043 | 0.6279 | 0.5043 | 0.7102 |
87
+ | No log | 2.4 | 72 | 0.7486 | 0.3563 | 0.7486 | 0.8652 |
88
+ | No log | 2.4667 | 74 | 0.7718 | 0.3786 | 0.7718 | 0.8785 |
89
+ | No log | 2.5333 | 76 | 0.5871 | 0.4778 | 0.5871 | 0.7663 |
90
+ | No log | 2.6 | 78 | 0.4945 | 0.6574 | 0.4945 | 0.7032 |
91
+ | No log | 2.6667 | 80 | 0.5576 | 0.5714 | 0.5576 | 0.7467 |
92
+ | No log | 2.7333 | 82 | 0.8354 | 0.4151 | 0.8354 | 0.9140 |
93
+ | No log | 2.8 | 84 | 0.7406 | 0.4601 | 0.7406 | 0.8606 |
94
+ | No log | 2.8667 | 86 | 0.5545 | 0.6146 | 0.5545 | 0.7446 |
95
+ | No log | 2.9333 | 88 | 0.5429 | 0.5919 | 0.5429 | 0.7368 |
96
+ | No log | 3.0 | 90 | 0.5814 | 0.5664 | 0.5814 | 0.7625 |
97
+ | No log | 3.0667 | 92 | 0.4995 | 0.5868 | 0.4995 | 0.7067 |
98
+ | No log | 3.1333 | 94 | 0.4851 | 0.6409 | 0.4851 | 0.6965 |
99
+ | No log | 3.2 | 96 | 0.5004 | 0.6011 | 0.5004 | 0.7074 |
100
+ | No log | 3.2667 | 98 | 0.4940 | 0.6235 | 0.4940 | 0.7029 |
101
+ | No log | 3.3333 | 100 | 0.4933 | 0.6130 | 0.4933 | 0.7024 |
102
+ | No log | 3.4 | 102 | 0.5175 | 0.5920 | 0.5175 | 0.7194 |
103
+ | No log | 3.4667 | 104 | 0.5484 | 0.6010 | 0.5484 | 0.7405 |
104
+ | No log | 3.5333 | 106 | 0.4823 | 0.6738 | 0.4823 | 0.6945 |
105
+ | No log | 3.6 | 108 | 0.5063 | 0.6616 | 0.5063 | 0.7116 |
106
+ | No log | 3.6667 | 110 | 0.4660 | 0.6914 | 0.4660 | 0.6826 |
107
+ | No log | 3.7333 | 112 | 0.4808 | 0.6419 | 0.4808 | 0.6934 |
108
+ | No log | 3.8 | 114 | 0.4877 | 0.5779 | 0.4877 | 0.6984 |
109
+ | No log | 3.8667 | 116 | 0.4637 | 0.5841 | 0.4637 | 0.6809 |
110
+ | No log | 3.9333 | 118 | 0.4185 | 0.6566 | 0.4185 | 0.6470 |
111
+ | No log | 4.0 | 120 | 0.4056 | 0.6830 | 0.4056 | 0.6368 |
112
+ | No log | 4.0667 | 122 | 0.4238 | 0.5904 | 0.4238 | 0.6510 |
113
+ | No log | 4.1333 | 124 | 0.4433 | 0.5811 | 0.4433 | 0.6658 |
114
+ | No log | 4.2 | 126 | 0.3910 | 0.6946 | 0.3910 | 0.6253 |
115
+ | No log | 4.2667 | 128 | 0.4040 | 0.6863 | 0.4040 | 0.6356 |
116
+ | No log | 4.3333 | 130 | 0.4627 | 0.6010 | 0.4627 | 0.6802 |
117
+ | No log | 4.4 | 132 | 0.4869 | 0.6158 | 0.4869 | 0.6977 |
118
+ | No log | 4.4667 | 134 | 0.4471 | 0.7213 | 0.4471 | 0.6686 |
119
+ | No log | 4.5333 | 136 | 0.4906 | 0.6529 | 0.4906 | 0.7004 |
120
+ | No log | 4.6 | 138 | 0.4548 | 0.6703 | 0.4548 | 0.6744 |
121
+ | No log | 4.6667 | 140 | 0.4691 | 0.6287 | 0.4691 | 0.6849 |
122
+ | No log | 4.7333 | 142 | 0.4682 | 0.6111 | 0.4682 | 0.6843 |
123
+ | No log | 4.8 | 144 | 0.4299 | 0.7198 | 0.4299 | 0.6557 |
124
+ | No log | 4.8667 | 146 | 0.4500 | 0.6282 | 0.4500 | 0.6708 |
125
+ | No log | 4.9333 | 148 | 0.4640 | 0.5761 | 0.4640 | 0.6812 |
126
+ | No log | 5.0 | 150 | 0.4211 | 0.6371 | 0.4211 | 0.6489 |
127
+ | No log | 5.0667 | 152 | 0.4345 | 0.6431 | 0.4345 | 0.6591 |
128
+ | No log | 5.1333 | 154 | 0.4359 | 0.6235 | 0.4359 | 0.6602 |
129
+ | No log | 5.2 | 156 | 0.4303 | 0.7041 | 0.4303 | 0.6559 |
130
+ | No log | 5.2667 | 158 | 0.4384 | 0.6040 | 0.4384 | 0.6621 |
131
+ | No log | 5.3333 | 160 | 0.4395 | 0.6563 | 0.4395 | 0.6630 |
132
+ | No log | 5.4 | 162 | 0.4691 | 0.6526 | 0.4691 | 0.6849 |
133
+ | No log | 5.4667 | 164 | 0.6065 | 0.5464 | 0.6065 | 0.7788 |
134
+ | No log | 5.5333 | 166 | 0.5763 | 0.6042 | 0.5763 | 0.7591 |
135
+ | No log | 5.6 | 168 | 0.4525 | 0.6593 | 0.4525 | 0.6727 |
136
+ | No log | 5.6667 | 170 | 0.4830 | 0.6401 | 0.4830 | 0.6950 |
137
+ | No log | 5.7333 | 172 | 0.4934 | 0.6498 | 0.4934 | 0.7025 |
138
+ | No log | 5.8 | 174 | 0.4868 | 0.6498 | 0.4868 | 0.6977 |
139
+ | No log | 5.8667 | 176 | 0.4589 | 0.6120 | 0.4589 | 0.6774 |
140
+ | No log | 5.9333 | 178 | 0.4722 | 0.6259 | 0.4722 | 0.6872 |
141
+ | No log | 6.0 | 180 | 0.4571 | 0.6034 | 0.4571 | 0.6761 |
142
+ | No log | 6.0667 | 182 | 0.4646 | 0.6034 | 0.4646 | 0.6816 |
143
+ | No log | 6.1333 | 184 | 0.4604 | 0.6034 | 0.4604 | 0.6786 |
144
+ | No log | 6.2 | 186 | 0.4382 | 0.6184 | 0.4382 | 0.6620 |
145
+ | No log | 6.2667 | 188 | 0.4425 | 0.6645 | 0.4425 | 0.6652 |
146
+ | No log | 6.3333 | 190 | 0.4509 | 0.5479 | 0.4509 | 0.6715 |
147
+ | No log | 6.4 | 192 | 0.4541 | 0.5479 | 0.4541 | 0.6739 |
148
+ | No log | 6.4667 | 194 | 0.4698 | 0.5168 | 0.4698 | 0.6855 |
149
+ | No log | 6.5333 | 196 | 0.4602 | 0.5357 | 0.4602 | 0.6784 |
150
+ | No log | 6.6 | 198 | 0.4763 | 0.5388 | 0.4763 | 0.6901 |
151
+ | No log | 6.6667 | 200 | 0.4695 | 0.5421 | 0.4695 | 0.6852 |
152
+ | No log | 6.7333 | 202 | 0.5336 | 0.5438 | 0.5336 | 0.7305 |
153
+ | No log | 6.8 | 204 | 0.5244 | 0.5627 | 0.5244 | 0.7242 |
154
+ | No log | 6.8667 | 206 | 0.4861 | 0.4719 | 0.4861 | 0.6972 |
155
+ | No log | 6.9333 | 208 | 0.5055 | 0.4743 | 0.5055 | 0.7110 |
156
+ | No log | 7.0 | 210 | 0.4861 | 0.4856 | 0.4861 | 0.6972 |
157
+ | No log | 7.0667 | 212 | 0.5033 | 0.5929 | 0.5033 | 0.7095 |
158
+ | No log | 7.1333 | 214 | 0.5097 | 0.5966 | 0.5097 | 0.7139 |
159
+ | No log | 7.2 | 216 | 0.4995 | 0.5634 | 0.4995 | 0.7068 |
160
+ | No log | 7.2667 | 218 | 0.4995 | 0.5634 | 0.4995 | 0.7068 |
161
+ | No log | 7.3333 | 220 | 0.4939 | 0.5201 | 0.4939 | 0.7028 |
162
+ | No log | 7.4 | 222 | 0.5009 | 0.4934 | 0.5009 | 0.7077 |
163
+ | No log | 7.4667 | 224 | 0.5288 | 0.4534 | 0.5288 | 0.7272 |
164
+ | No log | 7.5333 | 226 | 0.5149 | 0.5098 | 0.5149 | 0.7176 |
165
+ | No log | 7.6 | 228 | 0.4812 | 0.4973 | 0.4812 | 0.6937 |
166
+ | No log | 7.6667 | 230 | 0.5536 | 0.5935 | 0.5536 | 0.7441 |
167
+ | No log | 7.7333 | 232 | 0.5581 | 0.5935 | 0.5581 | 0.7471 |
168
+ | No log | 7.8 | 234 | 0.4773 | 0.6184 | 0.4773 | 0.6909 |
169
+ | No log | 7.8667 | 236 | 0.4661 | 0.6486 | 0.4661 | 0.6827 |
170
+ | No log | 7.9333 | 238 | 0.4453 | 0.6472 | 0.4453 | 0.6673 |
171
+ | No log | 8.0 | 240 | 0.4453 | 0.6515 | 0.4453 | 0.6673 |
172
+ | No log | 8.0667 | 242 | 0.5037 | 0.6104 | 0.5037 | 0.7097 |
173
+ | No log | 8.1333 | 244 | 0.5569 | 0.5935 | 0.5569 | 0.7462 |
174
+ | No log | 8.2 | 246 | 0.4952 | 0.6457 | 0.4952 | 0.7037 |
175
+ | No log | 8.2667 | 248 | 0.4549 | 0.5816 | 0.4549 | 0.6744 |
176
+ | No log | 8.3333 | 250 | 0.5487 | 0.5645 | 0.5487 | 0.7407 |
177
+ | No log | 8.4 | 252 | 0.5784 | 0.5815 | 0.5784 | 0.7605 |
178
+ | No log | 8.4667 | 254 | 0.5168 | 0.5950 | 0.5168 | 0.7189 |
179
+ | No log | 8.5333 | 256 | 0.4758 | 0.5505 | 0.4758 | 0.6898 |
180
+ | No log | 8.6 | 258 | 0.4702 | 0.5421 | 0.4702 | 0.6857 |
181
+ | No log | 8.6667 | 260 | 0.4795 | 0.5723 | 0.4795 | 0.6925 |
182
+ | No log | 8.7333 | 262 | 0.5166 | 0.5560 | 0.5166 | 0.7188 |
183
+ | No log | 8.8 | 264 | 0.5195 | 0.5568 | 0.5195 | 0.7207 |
184
+ | No log | 8.8667 | 266 | 0.4872 | 0.5958 | 0.4872 | 0.6980 |
185
+ | No log | 8.9333 | 268 | 0.4656 | 0.6146 | 0.4656 | 0.6824 |
186
+ | No log | 9.0 | 270 | 0.5132 | 0.6468 | 0.5132 | 0.7164 |
187
+ | No log | 9.0667 | 272 | 0.5116 | 0.5706 | 0.5116 | 0.7153 |
188
+ | No log | 9.1333 | 274 | 0.5030 | 0.5569 | 0.5030 | 0.7092 |
189
+ | No log | 9.2 | 276 | 0.4655 | 0.5634 | 0.4655 | 0.6822 |
190
+ | No log | 9.2667 | 278 | 0.4933 | 0.5428 | 0.4933 | 0.7023 |
191
+ | No log | 9.3333 | 280 | 0.5655 | 0.5624 | 0.5655 | 0.7520 |
192
+ | No log | 9.4 | 282 | 0.5369 | 0.5712 | 0.5369 | 0.7328 |
193
+ | No log | 9.4667 | 284 | 0.4695 | 0.5866 | 0.4695 | 0.6852 |
194
+ | No log | 9.5333 | 286 | 0.4749 | 0.5953 | 0.4749 | 0.6891 |
195
+ | No log | 9.6 | 288 | 0.4747 | 0.6146 | 0.4747 | 0.6890 |
196
+ | No log | 9.6667 | 290 | 0.5110 | 0.5721 | 0.5110 | 0.7149 |
197
+ | No log | 9.7333 | 292 | 0.5082 | 0.5721 | 0.5082 | 0.7128 |
198
+ | No log | 9.8 | 294 | 0.4593 | 0.5669 | 0.4593 | 0.6777 |
199
+ | No log | 9.8667 | 296 | 0.5311 | 0.5468 | 0.5311 | 0.7287 |
200
+ | No log | 9.9333 | 298 | 0.6339 | 0.4860 | 0.6339 | 0.7962 |
201
+ | No log | 10.0 | 300 | 0.5840 | 0.5042 | 0.5840 | 0.7642 |
202
+ | No log | 10.0667 | 302 | 0.4718 | 0.5923 | 0.4718 | 0.6869 |
203
+ | No log | 10.1333 | 304 | 0.4543 | 0.5840 | 0.4543 | 0.6740 |
204
+ | No log | 10.2 | 306 | 0.4646 | 0.6047 | 0.4646 | 0.6816 |
205
+ | No log | 10.2667 | 308 | 0.4444 | 0.5634 | 0.4444 | 0.6666 |
206
+ | No log | 10.3333 | 310 | 0.4700 | 0.5801 | 0.4700 | 0.6856 |
207
+ | No log | 10.4 | 312 | 0.4991 | 0.5485 | 0.4991 | 0.7064 |
208
+ | No log | 10.4667 | 314 | 0.4646 | 0.5882 | 0.4646 | 0.6816 |
209
+ | No log | 10.5333 | 316 | 0.4394 | 0.6053 | 0.4394 | 0.6629 |
210
+ | No log | 10.6 | 318 | 0.4519 | 0.5702 | 0.4519 | 0.6722 |
211
+ | No log | 10.6667 | 320 | 0.4376 | 0.5904 | 0.4376 | 0.6615 |
212
+ | No log | 10.7333 | 322 | 0.4388 | 0.6389 | 0.4388 | 0.6624 |
213
+ | No log | 10.8 | 324 | 0.4716 | 0.5584 | 0.4716 | 0.6867 |
214
+ | No log | 10.8667 | 326 | 0.4854 | 0.5584 | 0.4854 | 0.6967 |
215
+ | No log | 10.9333 | 328 | 0.4462 | 0.5904 | 0.4462 | 0.6680 |
216
+ | No log | 11.0 | 330 | 0.4384 | 0.6344 | 0.4384 | 0.6621 |
217
+ | No log | 11.0667 | 332 | 0.4415 | 0.6615 | 0.4415 | 0.6645 |
218
+ | No log | 11.1333 | 334 | 0.4460 | 0.6615 | 0.4460 | 0.6678 |
219
+ | No log | 11.2 | 336 | 0.4602 | 0.5614 | 0.4602 | 0.6784 |
220
+ | No log | 11.2667 | 338 | 0.4606 | 0.5698 | 0.4606 | 0.6787 |
221
+ | No log | 11.3333 | 340 | 0.4488 | 0.6403 | 0.4488 | 0.6699 |
222
+ | No log | 11.4 | 342 | 0.4385 | 0.5930 | 0.4385 | 0.6622 |
223
+ | No log | 11.4667 | 344 | 0.4468 | 0.5929 | 0.4468 | 0.6684 |
224
+ | No log | 11.5333 | 346 | 0.4918 | 0.6292 | 0.4918 | 0.7013 |
225
+ | No log | 11.6 | 348 | 0.4770 | 0.6333 | 0.4770 | 0.6907 |
226
+ | No log | 11.6667 | 350 | 0.4558 | 0.6716 | 0.4558 | 0.6751 |
227
+ | No log | 11.7333 | 352 | 0.5182 | 0.5787 | 0.5182 | 0.7199 |
228
+ | No log | 11.8 | 354 | 0.5157 | 0.5787 | 0.5157 | 0.7181 |
229
+ | No log | 11.8667 | 356 | 0.4726 | 0.6411 | 0.4726 | 0.6874 |
230
+ | No log | 11.9333 | 358 | 0.4535 | 0.5797 | 0.4535 | 0.6734 |
231
+ | No log | 12.0 | 360 | 0.5067 | 0.5455 | 0.5067 | 0.7118 |
232
+ | No log | 12.0667 | 362 | 0.5496 | 0.6023 | 0.5496 | 0.7414 |
233
+ | No log | 12.1333 | 364 | 0.5058 | 0.5567 | 0.5058 | 0.7112 |
234
+ | No log | 12.2 | 366 | 0.4535 | 0.6150 | 0.4535 | 0.6734 |
235
+ | No log | 12.2667 | 368 | 0.5204 | 0.6016 | 0.5204 | 0.7214 |
236
+ | No log | 12.3333 | 370 | 0.5390 | 0.5763 | 0.5390 | 0.7342 |
237
+ | No log | 12.4 | 372 | 0.4794 | 0.5934 | 0.4794 | 0.6924 |
238
+ | No log | 12.4667 | 374 | 0.4347 | 0.6111 | 0.4347 | 0.6593 |
239
+ | No log | 12.5333 | 376 | 0.4479 | 0.5714 | 0.4479 | 0.6692 |
240
+ | No log | 12.6 | 378 | 0.4727 | 0.5135 | 0.4727 | 0.6875 |
241
+ | No log | 12.6667 | 380 | 0.4527 | 0.5781 | 0.4527 | 0.6728 |
242
+ | No log | 12.7333 | 382 | 0.4313 | 0.6215 | 0.4313 | 0.6567 |
243
+ | No log | 12.8 | 384 | 0.4796 | 0.5978 | 0.4796 | 0.6925 |
244
+ | No log | 12.8667 | 386 | 0.4956 | 0.5875 | 0.4956 | 0.7040 |
245
+ | No log | 12.9333 | 388 | 0.4469 | 0.6709 | 0.4469 | 0.6685 |
246
+ | No log | 13.0 | 390 | 0.4573 | 0.6431 | 0.4573 | 0.6762 |
247
+ | No log | 13.0667 | 392 | 0.5377 | 0.6129 | 0.5377 | 0.7333 |
248
+ | No log | 13.1333 | 394 | 0.5769 | 0.5982 | 0.5769 | 0.7595 |
249
+ | No log | 13.2 | 396 | 0.5332 | 0.6129 | 0.5332 | 0.7302 |
250
+ | No log | 13.2667 | 398 | 0.4714 | 0.6169 | 0.4714 | 0.6866 |
251
+ | No log | 13.3333 | 400 | 0.4283 | 0.6114 | 0.4283 | 0.6545 |
252
+ | No log | 13.4 | 402 | 0.4208 | 0.6736 | 0.4208 | 0.6487 |
253
+ | No log | 13.4667 | 404 | 0.4319 | 0.6820 | 0.4319 | 0.6572 |
254
+ | No log | 13.5333 | 406 | 0.4243 | 0.6931 | 0.4243 | 0.6514 |
255
+ | No log | 13.6 | 408 | 0.4177 | 0.6667 | 0.4177 | 0.6463 |
256
+ | No log | 13.6667 | 410 | 0.4740 | 0.5161 | 0.4740 | 0.6885 |
257
+ | No log | 13.7333 | 412 | 0.5182 | 0.5808 | 0.5182 | 0.7199 |
258
+ | No log | 13.8 | 414 | 0.4814 | 0.5230 | 0.4814 | 0.6938 |
259
+ | No log | 13.8667 | 416 | 0.4267 | 0.5765 | 0.4267 | 0.6532 |
260
+ | No log | 13.9333 | 418 | 0.4411 | 0.6503 | 0.4411 | 0.6641 |
261
+ | No log | 14.0 | 420 | 0.4895 | 0.5597 | 0.4895 | 0.6996 |
262
+ | No log | 14.0667 | 422 | 0.5329 | 0.5310 | 0.5329 | 0.7300 |
263
+ | No log | 14.1333 | 424 | 0.5081 | 0.5349 | 0.5081 | 0.7128 |
264
+ | No log | 14.2 | 426 | 0.4596 | 0.6082 | 0.4596 | 0.6780 |
265
+ | No log | 14.2667 | 428 | 0.4347 | 0.6448 | 0.4347 | 0.6593 |
266
+ | No log | 14.3333 | 430 | 0.4556 | 0.5642 | 0.4556 | 0.6750 |
267
+ | No log | 14.4 | 432 | 0.4797 | 0.5983 | 0.4797 | 0.6926 |
268
+ | No log | 14.4667 | 434 | 0.4608 | 0.6349 | 0.4608 | 0.6788 |
269
+ | No log | 14.5333 | 436 | 0.4667 | 0.6480 | 0.4667 | 0.6831 |
270
+ | No log | 14.6 | 438 | 0.4632 | 0.6482 | 0.4632 | 0.6806 |
271
+ | No log | 14.6667 | 440 | 0.4488 | 0.6469 | 0.4488 | 0.6699 |
272
+ | No log | 14.7333 | 442 | 0.4391 | 0.6359 | 0.4391 | 0.6627 |
273
+ | No log | 14.8 | 444 | 0.4500 | 0.6018 | 0.4500 | 0.6708 |
274
+ | No log | 14.8667 | 446 | 0.4775 | 0.5692 | 0.4775 | 0.6910 |
275
+ | No log | 14.9333 | 448 | 0.4918 | 0.5468 | 0.4918 | 0.7013 |
276
+ | No log | 15.0 | 450 | 0.4651 | 0.5692 | 0.4651 | 0.6820 |
277
+ | No log | 15.0667 | 452 | 0.4347 | 0.6241 | 0.4347 | 0.6593 |
278
+ | No log | 15.1333 | 454 | 0.4252 | 0.6277 | 0.4252 | 0.6521 |
279
+ | No log | 15.2 | 456 | 0.4129 | 0.6479 | 0.4129 | 0.6426 |
280
+ | No log | 15.2667 | 458 | 0.4290 | 0.6305 | 0.4290 | 0.6550 |
281
+ | No log | 15.3333 | 460 | 0.4551 | 0.6361 | 0.4551 | 0.6746 |
282
+ | No log | 15.4 | 462 | 0.4561 | 0.6181 | 0.4561 | 0.6753 |
283
+ | No log | 15.4667 | 464 | 0.4258 | 0.6210 | 0.4258 | 0.6525 |
284
+ | No log | 15.5333 | 466 | 0.4463 | 0.5705 | 0.4463 | 0.6681 |
285
+ | No log | 15.6 | 468 | 0.5006 | 0.6210 | 0.5006 | 0.7075 |
286
+ | No log | 15.6667 | 470 | 0.4863 | 0.6188 | 0.4863 | 0.6973 |
287
+ | No log | 15.7333 | 472 | 0.4419 | 0.5889 | 0.4419 | 0.6648 |
288
+ | No log | 15.8 | 474 | 0.4257 | 0.6839 | 0.4257 | 0.6525 |
289
+ | No log | 15.8667 | 476 | 0.4213 | 0.5915 | 0.4213 | 0.6490 |
290
+ | No log | 15.9333 | 478 | 0.4207 | 0.5915 | 0.4207 | 0.6486 |
291
+ | No log | 16.0 | 480 | 0.4184 | 0.5915 | 0.4184 | 0.6468 |
292
+ | No log | 16.0667 | 482 | 0.4170 | 0.5915 | 0.4170 | 0.6457 |
293
+ | No log | 16.1333 | 484 | 0.4122 | 0.6383 | 0.4122 | 0.6420 |
294
+ | No log | 16.2 | 486 | 0.4421 | 0.6141 | 0.4421 | 0.6649 |
295
+ | No log | 16.2667 | 488 | 0.4441 | 0.6452 | 0.4441 | 0.6664 |
296
+ | No log | 16.3333 | 490 | 0.4195 | 0.6365 | 0.4195 | 0.6477 |
297
+ | No log | 16.4 | 492 | 0.4112 | 0.6365 | 0.4112 | 0.6412 |
298
+ | No log | 16.4667 | 494 | 0.4195 | 0.6887 | 0.4195 | 0.6477 |
299
+ | No log | 16.5333 | 496 | 0.4345 | 0.6171 | 0.4345 | 0.6592 |
300
+ | No log | 16.6 | 498 | 0.4365 | 0.6278 | 0.4365 | 0.6607 |
301
+ | 0.2522 | 16.6667 | 500 | 0.4329 | 0.5665 | 0.4329 | 0.6579 |
302
+ | 0.2522 | 16.7333 | 502 | 0.4249 | 0.5765 | 0.4249 | 0.6519 |
303
+ | 0.2522 | 16.8 | 504 | 0.4214 | 0.6032 | 0.4214 | 0.6491 |
304
+ | 0.2522 | 16.8667 | 506 | 0.4102 | 0.5719 | 0.4102 | 0.6405 |
305
+ | 0.2522 | 16.9333 | 508 | 0.4035 | 0.6140 | 0.4035 | 0.6352 |
306
+ | 0.2522 | 17.0 | 510 | 0.4017 | 0.6053 | 0.4017 | 0.6338 |
307
+ | 0.2522 | 17.0667 | 512 | 0.4007 | 0.6053 | 0.4007 | 0.6330 |
308
+ | 0.2522 | 17.1333 | 514 | 0.4013 | 0.6101 | 0.4013 | 0.6335 |
309
+ | 0.2522 | 17.2 | 516 | 0.4063 | 0.6305 | 0.4063 | 0.6374 |
310
+ | 0.2522 | 17.2667 | 518 | 0.4023 | 0.6305 | 0.4023 | 0.6343 |
311
+ | 0.2522 | 17.3333 | 520 | 0.3955 | 0.5831 | 0.3955 | 0.6289 |
312
+ | 0.2522 | 17.4 | 522 | 0.4062 | 0.7011 | 0.4062 | 0.6373 |
313
+ | 0.2522 | 17.4667 | 524 | 0.4231 | 0.6887 | 0.4231 | 0.6504 |
314
+ | 0.2522 | 17.5333 | 526 | 0.4175 | 0.6518 | 0.4175 | 0.6462 |
315
+ | 0.2522 | 17.6 | 528 | 0.4132 | 0.6620 | 0.4132 | 0.6428 |
316
+ | 0.2522 | 17.6667 | 530 | 0.4117 | 0.6129 | 0.4117 | 0.6417 |
317
+ | 0.2522 | 17.7333 | 532 | 0.4262 | 0.5904 | 0.4262 | 0.6529 |
318
+ | 0.2522 | 17.8 | 534 | 0.4708 | 0.6181 | 0.4708 | 0.6862 |
319
+ | 0.2522 | 17.8667 | 536 | 0.4629 | 0.6047 | 0.4629 | 0.6804 |
320
+ | 0.2522 | 17.9333 | 538 | 0.4471 | 0.6020 | 0.4471 | 0.6687 |
321
+ | 0.2522 | 18.0 | 540 | 0.4455 | 0.6020 | 0.4455 | 0.6675 |
322
+ | 0.2522 | 18.0667 | 542 | 0.4374 | 0.5915 | 0.4374 | 0.6613 |
323
+ | 0.2522 | 18.1333 | 544 | 0.4347 | 0.6339 | 0.4347 | 0.6594 |
324
+ | 0.2522 | 18.2 | 546 | 0.4420 | 0.6201 | 0.4420 | 0.6648 |
325
+ | 0.2522 | 18.2667 | 548 | 0.4458 | 0.6201 | 0.4458 | 0.6677 |
326
+ | 0.2522 | 18.3333 | 550 | 0.4318 | 0.6317 | 0.4318 | 0.6571 |
327
+ | 0.2522 | 18.4 | 552 | 0.4263 | 0.6007 | 0.4263 | 0.6529 |
328
+ | 0.2522 | 18.4667 | 554 | 0.4359 | 0.6020 | 0.4359 | 0.6602 |
329
+ | 0.2522 | 18.5333 | 556 | 0.4370 | 0.6034 | 0.4370 | 0.6611 |
330
+ | 0.2522 | 18.6 | 558 | 0.4228 | 0.6101 | 0.4228 | 0.6502 |
331
+ | 0.2522 | 18.6667 | 560 | 0.4359 | 0.6096 | 0.4359 | 0.6602 |
332
+ | 0.2522 | 18.7333 | 562 | 0.4888 | 0.6150 | 0.4888 | 0.6991 |
333
+ | 0.2522 | 18.8 | 564 | 0.4949 | 0.6032 | 0.4949 | 0.7035 |
334
+ | 0.2522 | 18.8667 | 566 | 0.4657 | 0.5617 | 0.4657 | 0.6824 |
335
+ | 0.2522 | 18.9333 | 568 | 0.4286 | 0.6096 | 0.4286 | 0.6547 |
336
+ | 0.2522 | 19.0 | 570 | 0.4176 | 0.5665 | 0.4176 | 0.6463 |
337
+ | 0.2522 | 19.0667 | 572 | 0.4199 | 0.5665 | 0.4199 | 0.6480 |
338
+ | 0.2522 | 19.1333 | 574 | 0.4336 | 0.6200 | 0.4336 | 0.6585 |
339
+ | 0.2522 | 19.2 | 576 | 0.4486 | 0.6490 | 0.4486 | 0.6698 |
340
+ | 0.2522 | 19.2667 | 578 | 0.4523 | 0.6395 | 0.4523 | 0.6725 |
341
+ | 0.2522 | 19.3333 | 580 | 0.4546 | 0.6401 | 0.4546 | 0.6742 |
342
+ | 0.2522 | 19.4 | 582 | 0.4269 | 0.6712 | 0.4269 | 0.6533 |
343
+ | 0.2522 | 19.4667 | 584 | 0.4077 | 0.5765 | 0.4077 | 0.6385 |
344
+ | 0.2522 | 19.5333 | 586 | 0.4122 | 0.5539 | 0.4122 | 0.6420 |
345
+ | 0.2522 | 19.6 | 588 | 0.4180 | 0.5305 | 0.4180 | 0.6466 |
346
+ | 0.2522 | 19.6667 | 590 | 0.4233 | 0.5305 | 0.4233 | 0.6506 |
347
+ | 0.2522 | 19.7333 | 592 | 0.4292 | 0.6307 | 0.4292 | 0.6551 |
348
+ | 0.2522 | 19.8 | 594 | 0.4619 | 0.6029 | 0.4619 | 0.6797 |
349
+ | 0.2522 | 19.8667 | 596 | 0.4848 | 0.5349 | 0.4848 | 0.6963 |
350
+ | 0.2522 | 19.9333 | 598 | 0.4742 | 0.5597 | 0.4742 | 0.6886 |
351
+ | 0.2522 | 20.0 | 600 | 0.4506 | 0.6076 | 0.4506 | 0.6712 |
352
+ | 0.2522 | 20.0667 | 602 | 0.4405 | 0.5765 | 0.4405 | 0.6637 |
353
+ | 0.2522 | 20.1333 | 604 | 0.4494 | 0.4869 | 0.4494 | 0.6704 |
354
+ | 0.2522 | 20.2 | 606 | 0.4491 | 0.5339 | 0.4491 | 0.6701 |
355
+ | 0.2522 | 20.2667 | 608 | 0.4410 | 0.5538 | 0.4410 | 0.6641 |
356
+ | 0.2522 | 20.3333 | 610 | 0.4382 | 0.5915 | 0.4382 | 0.6620 |
357
+ | 0.2522 | 20.4 | 612 | 0.4375 | 0.5681 | 0.4375 | 0.6615 |
358
+ | 0.2522 | 20.4667 | 614 | 0.4425 | 0.5765 | 0.4425 | 0.6652 |
359
+ | 0.2522 | 20.5333 | 616 | 0.4686 | 0.5214 | 0.4686 | 0.6845 |
360
+ | 0.2522 | 20.6 | 618 | 0.5070 | 0.4997 | 0.5070 | 0.7120 |
361
+ | 0.2522 | 20.6667 | 620 | 0.5395 | 0.4997 | 0.5395 | 0.7345 |
362
+ | 0.2522 | 20.7333 | 622 | 0.5229 | 0.4925 | 0.5229 | 0.7231 |
363
+ | 0.2522 | 20.8 | 624 | 0.4791 | 0.4182 | 0.4791 | 0.6921 |
364
 
365
 
366
  ### Framework versions