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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k12_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_run3_AugV5_k11_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_run3_AugV5_k11_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: 0.6197
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- - Qwk: 0.4307
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- - Mse: 0.6197
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- - Rmse: 0.7872
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  ## Model description
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@@ -47,295 +47,266 @@ 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 | 0.0364 | 2 | 2.5776 | -0.0230 | 2.5776 | 1.6055 |
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- | No log | 0.0727 | 4 | 1.2860 | 0.1241 | 1.2860 | 1.1340 |
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- | No log | 0.1091 | 6 | 0.7795 | 0.2642 | 0.7795 | 0.8829 |
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- | No log | 0.1455 | 8 | 0.6051 | 0.4034 | 0.6051 | 0.7779 |
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- | No log | 0.1818 | 10 | 0.7668 | 0.3193 | 0.7668 | 0.8757 |
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- | No log | 0.2182 | 12 | 1.1712 | -0.0231 | 1.1712 | 1.0822 |
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- | No log | 0.2545 | 14 | 1.2020 | -0.2706 | 1.2020 | 1.0964 |
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- | No log | 0.2909 | 16 | 1.1846 | 0.0188 | 1.1846 | 1.0884 |
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- | No log | 0.3273 | 18 | 1.0342 | 0.2020 | 1.0342 | 1.0169 |
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- | No log | 0.3636 | 20 | 0.6520 | 0.4243 | 0.6520 | 0.8074 |
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- | No log | 0.4 | 22 | 0.6507 | 0.2430 | 0.6507 | 0.8066 |
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- | No log | 0.4364 | 24 | 0.7087 | 0.2494 | 0.7087 | 0.8419 |
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- | No log | 0.4727 | 26 | 0.6619 | 0.1714 | 0.6619 | 0.8136 |
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- | No log | 0.5091 | 28 | 0.6789 | 0.0798 | 0.6789 | 0.8239 |
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- | No log | 0.5455 | 30 | 0.8138 | 0.3099 | 0.8138 | 0.9021 |
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- | No log | 0.5818 | 32 | 1.0175 | 0.2240 | 1.0175 | 1.0087 |
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- | No log | 0.6182 | 34 | 1.0357 | 0.1944 | 1.0357 | 1.0177 |
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- | No log | 0.6545 | 36 | 0.9251 | 0.3140 | 0.9251 | 0.9618 |
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- | No log | 0.6909 | 38 | 0.7831 | 0.4002 | 0.7831 | 0.8849 |
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- | No log | 0.7273 | 40 | 0.6583 | 0.4493 | 0.6583 | 0.8114 |
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- | No log | 0.7636 | 42 | 0.6375 | 0.4358 | 0.6375 | 0.7985 |
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- | No log | 0.8 | 44 | 0.6391 | 0.4617 | 0.6391 | 0.7994 |
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- | No log | 0.8364 | 46 | 0.6516 | 0.4656 | 0.6516 | 0.8072 |
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- | No log | 0.8727 | 48 | 0.7110 | 0.4242 | 0.7110 | 0.8432 |
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- | No log | 0.9091 | 50 | 0.8742 | 0.2752 | 0.8742 | 0.9350 |
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- | No log | 0.9455 | 52 | 0.8160 | 0.3346 | 0.8160 | 0.9033 |
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- | No log | 0.9818 | 54 | 0.6717 | 0.3464 | 0.6717 | 0.8196 |
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- | No log | 1.0182 | 56 | 0.6389 | 0.3325 | 0.6389 | 0.7993 |
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- | No log | 1.0545 | 58 | 0.9201 | 0.2866 | 0.9201 | 0.9592 |
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- | No log | 1.0909 | 60 | 1.0096 | 0.0860 | 1.0096 | 1.0048 |
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- | No log | 1.1273 | 62 | 1.0698 | 0.1147 | 1.0698 | 1.0343 |
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- | No log | 1.1636 | 64 | 1.1264 | 0.1057 | 1.1264 | 1.0613 |
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- | No log | 1.2 | 66 | 0.9720 | 0.2460 | 0.9720 | 0.9859 |
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- | No log | 1.2364 | 68 | 0.7263 | 0.2652 | 0.7263 | 0.8522 |
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- | No log | 1.2727 | 70 | 0.6267 | 0.2884 | 0.6267 | 0.7917 |
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- | No log | 1.3091 | 72 | 0.5757 | 0.4338 | 0.5757 | 0.7587 |
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- | No log | 1.3455 | 74 | 0.5739 | 0.4808 | 0.5739 | 0.7576 |
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- | No log | 1.3818 | 76 | 0.6405 | 0.4642 | 0.6405 | 0.8003 |
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- | No log | 1.4182 | 78 | 0.6761 | 0.4529 | 0.6761 | 0.8223 |
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- | No log | 1.4545 | 80 | 0.6145 | 0.4940 | 0.6145 | 0.7839 |
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- | No log | 1.4909 | 82 | 0.5442 | 0.5770 | 0.5442 | 0.7377 |
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- | No log | 1.5273 | 84 | 0.5226 | 0.5361 | 0.5226 | 0.7229 |
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- | No log | 1.5636 | 86 | 0.5201 | 0.5324 | 0.5201 | 0.7212 |
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- | No log | 1.6 | 88 | 0.5158 | 0.5574 | 0.5158 | 0.7182 |
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- | No log | 1.6364 | 90 | 0.5218 | 0.4763 | 0.5218 | 0.7224 |
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- | No log | 1.6727 | 92 | 0.5657 | 0.5920 | 0.5657 | 0.7521 |
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- | No log | 1.7091 | 94 | 0.6482 | 0.4940 | 0.6482 | 0.8051 |
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- | No log | 1.7455 | 96 | 0.6830 | 0.4874 | 0.6830 | 0.8265 |
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- | No log | 1.7818 | 98 | 0.6055 | 0.5147 | 0.6055 | 0.7781 |
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- | No log | 1.8182 | 100 | 0.5397 | 0.4924 | 0.5397 | 0.7347 |
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- | No log | 1.8545 | 102 | 0.5286 | 0.6092 | 0.5286 | 0.7271 |
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- | No log | 1.8909 | 104 | 0.5346 | 0.5840 | 0.5346 | 0.7311 |
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- | No log | 1.9273 | 106 | 0.5366 | 0.6210 | 0.5366 | 0.7325 |
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- | No log | 1.9636 | 108 | 0.5301 | 0.5756 | 0.5301 | 0.7280 |
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- | No log | 2.0 | 110 | 0.6043 | 0.4830 | 0.6043 | 0.7773 |
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- | No log | 2.0364 | 112 | 0.6852 | 0.4898 | 0.6852 | 0.8278 |
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- | No log | 2.0727 | 114 | 0.6377 | 0.4684 | 0.6377 | 0.7986 |
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- | No log | 2.1091 | 116 | 0.5227 | 0.5768 | 0.5227 | 0.7229 |
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- | No log | 2.1455 | 118 | 0.5124 | 0.5995 | 0.5124 | 0.7158 |
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- | No log | 2.1818 | 120 | 0.5973 | 0.4904 | 0.5973 | 0.7728 |
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- | No log | 2.2182 | 122 | 0.8213 | 0.5170 | 0.8213 | 0.9062 |
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- | No log | 2.2545 | 124 | 0.9032 | 0.5002 | 0.9032 | 0.9504 |
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- | No log | 2.2909 | 126 | 0.7299 | 0.5438 | 0.7299 | 0.8543 |
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- | No log | 2.3273 | 128 | 0.5908 | 0.5170 | 0.5908 | 0.7687 |
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- | No log | 2.3636 | 130 | 0.5747 | 0.5170 | 0.5747 | 0.7581 |
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- | No log | 2.4 | 132 | 0.5485 | 0.4925 | 0.5485 | 0.7406 |
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- | No log | 2.4364 | 134 | 0.6138 | 0.5435 | 0.6138 | 0.7835 |
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- | No log | 2.4727 | 136 | 0.7631 | 0.4914 | 0.7631 | 0.8736 |
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- | No log | 2.5091 | 138 | 0.7332 | 0.4799 | 0.7332 | 0.8563 |
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- | No log | 2.5455 | 140 | 0.6082 | 0.4893 | 0.6082 | 0.7799 |
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- | No log | 2.5818 | 142 | 0.4926 | 0.5723 | 0.4926 | 0.7019 |
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- | No log | 2.6182 | 144 | 0.4995 | 0.5201 | 0.4995 | 0.7067 |
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- | No log | 2.6545 | 146 | 0.5305 | 0.5032 | 0.5305 | 0.7283 |
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- | No log | 2.6909 | 148 | 0.5908 | 0.5185 | 0.5908 | 0.7686 |
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- | No log | 2.7273 | 150 | 0.6114 | 0.5185 | 0.6114 | 0.7819 |
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- | No log | 2.7636 | 152 | 0.5739 | 0.5852 | 0.5739 | 0.7576 |
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- | No log | 2.8 | 154 | 0.5307 | 0.5324 | 0.5307 | 0.7285 |
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- | No log | 2.8364 | 156 | 0.5014 | 0.4526 | 0.5014 | 0.7081 |
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- | No log | 2.8727 | 158 | 0.4998 | 0.5909 | 0.4998 | 0.7070 |
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- | No log | 2.9091 | 160 | 0.5976 | 0.5246 | 0.5976 | 0.7731 |
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- | No log | 2.9455 | 162 | 0.7510 | 0.5043 | 0.7510 | 0.8666 |
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- | No log | 2.9818 | 164 | 0.7365 | 0.5294 | 0.7365 | 0.8582 |
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- | No log | 3.0182 | 166 | 0.6268 | 0.4819 | 0.6268 | 0.7917 |
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- | No log | 3.0545 | 168 | 0.6008 | 0.4392 | 0.6008 | 0.7751 |
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- | No log | 3.0909 | 170 | 0.6016 | 0.4824 | 0.6016 | 0.7756 |
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- | No log | 3.1273 | 172 | 0.6514 | 0.4943 | 0.6514 | 0.8071 |
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- | No log | 3.1636 | 174 | 0.6405 | 0.4943 | 0.6405 | 0.8003 |
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- | No log | 3.2 | 176 | 0.6609 | 0.5278 | 0.6609 | 0.8129 |
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- | No log | 3.2364 | 178 | 0.6437 | 0.5533 | 0.6437 | 0.8023 |
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- | No log | 3.2727 | 180 | 0.5696 | 0.5787 | 0.5696 | 0.7547 |
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- | No log | 3.3091 | 182 | 0.5847 | 0.5787 | 0.5847 | 0.7646 |
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- | No log | 3.3455 | 184 | 0.6498 | 0.5409 | 0.6498 | 0.8061 |
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- | No log | 3.3818 | 186 | 0.6572 | 0.5185 | 0.6572 | 0.8107 |
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- | No log | 3.4182 | 188 | 0.6605 | 0.4862 | 0.6605 | 0.8127 |
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- | No log | 3.4545 | 190 | 0.6525 | 0.4212 | 0.6525 | 0.8078 |
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- | No log | 3.4909 | 192 | 0.7414 | 0.4423 | 0.7414 | 0.8611 |
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- | No log | 3.5273 | 194 | 0.9489 | 0.4779 | 0.9489 | 0.9741 |
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- | No log | 3.5636 | 196 | 0.9101 | 0.4563 | 0.9101 | 0.9540 |
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- | No log | 3.6 | 198 | 0.7314 | 0.4748 | 0.7314 | 0.8552 |
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- | No log | 3.6364 | 200 | 0.8028 | 0.4968 | 0.8028 | 0.8960 |
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- | No log | 3.6727 | 202 | 0.7664 | 0.4865 | 0.7664 | 0.8754 |
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- | No log | 3.7091 | 204 | 0.6218 | 0.5059 | 0.6218 | 0.7885 |
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- | No log | 3.7455 | 206 | 0.5692 | 0.5166 | 0.5692 | 0.7545 |
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- | No log | 3.7818 | 208 | 0.5302 | 0.5567 | 0.5302 | 0.7282 |
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- | No log | 3.8182 | 210 | 0.5190 | 0.5159 | 0.5190 | 0.7204 |
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- | No log | 3.8545 | 212 | 0.5068 | 0.5801 | 0.5068 | 0.7119 |
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- | No log | 3.8909 | 214 | 0.5822 | 0.5652 | 0.5822 | 0.7630 |
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- | No log | 3.9273 | 216 | 0.5676 | 0.6232 | 0.5676 | 0.7534 |
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- | No log | 3.9636 | 218 | 0.5522 | 0.6130 | 0.5522 | 0.7431 |
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- | No log | 4.0 | 220 | 0.5433 | 0.5915 | 0.5433 | 0.7371 |
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- | No log | 4.0364 | 222 | 0.5608 | 0.5771 | 0.5608 | 0.7489 |
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- | No log | 4.0727 | 224 | 0.5361 | 0.6305 | 0.5361 | 0.7322 |
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- | No log | 4.1091 | 226 | 0.5281 | 0.5118 | 0.5281 | 0.7267 |
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- | No log | 4.1455 | 228 | 0.5282 | 0.5915 | 0.5282 | 0.7267 |
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- | No log | 4.1818 | 230 | 0.5183 | 0.6683 | 0.5183 | 0.7199 |
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- | No log | 4.2182 | 232 | 0.5130 | 0.6210 | 0.5130 | 0.7162 |
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- | No log | 4.2545 | 234 | 0.4877 | 0.6241 | 0.4877 | 0.6983 |
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- | No log | 4.2909 | 236 | 0.6357 | 0.5568 | 0.6357 | 0.7973 |
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- | No log | 4.3273 | 238 | 0.8605 | 0.3381 | 0.8605 | 0.9276 |
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- | No log | 4.3636 | 240 | 0.8261 | 0.3110 | 0.8261 | 0.9089 |
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- | No log | 4.4 | 242 | 0.7008 | 0.3972 | 0.7008 | 0.8371 |
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- | No log | 4.4364 | 244 | 0.6284 | 0.4867 | 0.6284 | 0.7927 |
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- | No log | 4.4727 | 246 | 0.6217 | 0.5111 | 0.6217 | 0.7885 |
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- | No log | 4.5091 | 248 | 0.7132 | 0.4470 | 0.7132 | 0.8445 |
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- | No log | 4.5455 | 250 | 0.8352 | 0.3390 | 0.8352 | 0.9139 |
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- | No log | 4.5818 | 252 | 0.9437 | 0.2968 | 0.9437 | 0.9714 |
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- | No log | 4.6182 | 254 | 0.8548 | 0.3759 | 0.8548 | 0.9246 |
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- | No log | 4.6545 | 256 | 0.6496 | 0.5243 | 0.6496 | 0.8060 |
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- | No log | 4.6909 | 258 | 0.5078 | 0.6122 | 0.5078 | 0.7126 |
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- | No log | 4.7273 | 260 | 0.4993 | 0.6135 | 0.4993 | 0.7066 |
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- | No log | 4.7636 | 262 | 0.4739 | 0.6070 | 0.4739 | 0.6884 |
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- | No log | 4.8 | 264 | 0.4481 | 0.6065 | 0.4481 | 0.6694 |
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- | No log | 4.8364 | 266 | 0.4505 | 0.6222 | 0.4505 | 0.6712 |
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- | No log | 4.8727 | 268 | 0.4732 | 0.6526 | 0.4732 | 0.6879 |
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- | No log | 4.9091 | 270 | 0.4685 | 0.6484 | 0.4685 | 0.6845 |
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- | No log | 4.9455 | 272 | 0.4858 | 0.5835 | 0.4858 | 0.6970 |
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- | No log | 4.9818 | 274 | 0.4888 | 0.6199 | 0.4888 | 0.6991 |
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- | No log | 5.0182 | 276 | 0.4747 | 0.6021 | 0.4747 | 0.6890 |
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- | No log | 5.0545 | 278 | 0.4636 | 0.6656 | 0.4636 | 0.6809 |
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- | No log | 5.0909 | 280 | 0.5330 | 0.6547 | 0.5330 | 0.7301 |
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- | No log | 5.1273 | 282 | 0.5808 | 0.5552 | 0.5808 | 0.7621 |
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- | No log | 5.1636 | 284 | 0.5498 | 0.6351 | 0.5498 | 0.7415 |
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- | No log | 5.2 | 286 | 0.5084 | 0.6307 | 0.5084 | 0.7130 |
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- | No log | 5.2364 | 288 | 0.6022 | 0.6080 | 0.6022 | 0.7760 |
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- | No log | 5.2727 | 290 | 0.6629 | 0.5658 | 0.6629 | 0.8142 |
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- | No log | 5.3091 | 292 | 0.6093 | 0.5323 | 0.6093 | 0.7806 |
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- | No log | 5.3455 | 294 | 0.5331 | 0.5647 | 0.5331 | 0.7301 |
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- | No log | 5.3818 | 296 | 0.5015 | 0.5184 | 0.5015 | 0.7082 |
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- | No log | 5.4182 | 298 | 0.5148 | 0.5798 | 0.5148 | 0.7175 |
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- | No log | 5.4545 | 300 | 0.5724 | 0.5933 | 0.5724 | 0.7566 |
202
- | No log | 5.4909 | 302 | 0.5983 | 0.5761 | 0.5983 | 0.7735 |
203
- | No log | 5.5273 | 304 | 0.6219 | 0.5735 | 0.6219 | 0.7886 |
204
- | No log | 5.5636 | 306 | 0.5787 | 0.5512 | 0.5787 | 0.7607 |
205
- | No log | 5.6 | 308 | 0.5258 | 0.6187 | 0.5258 | 0.7251 |
206
- | No log | 5.6364 | 310 | 0.5582 | 0.4911 | 0.5582 | 0.7472 |
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- | No log | 5.6727 | 312 | 0.6451 | 0.4624 | 0.6451 | 0.8032 |
208
- | No log | 5.7091 | 314 | 0.6434 | 0.4788 | 0.6434 | 0.8021 |
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- | No log | 5.7455 | 316 | 0.6756 | 0.4630 | 0.6756 | 0.8219 |
210
- | No log | 5.7818 | 318 | 0.6093 | 0.4438 | 0.6093 | 0.7806 |
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- | No log | 5.8182 | 320 | 0.5231 | 0.5577 | 0.5231 | 0.7233 |
212
- | No log | 5.8545 | 322 | 0.5446 | 0.5345 | 0.5446 | 0.7380 |
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- | No log | 5.8909 | 324 | 0.6108 | 0.5591 | 0.6108 | 0.7815 |
214
- | No log | 5.9273 | 326 | 0.5727 | 0.5705 | 0.5727 | 0.7568 |
215
- | No log | 5.9636 | 328 | 0.5103 | 0.4934 | 0.5103 | 0.7144 |
216
- | No log | 6.0 | 330 | 0.5075 | 0.5344 | 0.5075 | 0.7124 |
217
- | No log | 6.0364 | 332 | 0.5433 | 0.6082 | 0.5433 | 0.7371 |
218
- | No log | 6.0727 | 334 | 0.5647 | 0.5577 | 0.5647 | 0.7515 |
219
- | No log | 6.1091 | 336 | 0.6238 | 0.5512 | 0.6238 | 0.7898 |
220
- | No log | 6.1455 | 338 | 0.6603 | 0.4424 | 0.6603 | 0.8126 |
221
- | No log | 6.1818 | 340 | 0.6347 | 0.4728 | 0.6347 | 0.7967 |
222
- | No log | 6.2182 | 342 | 0.5977 | 0.5330 | 0.5977 | 0.7731 |
223
- | No log | 6.2545 | 344 | 0.5431 | 0.5036 | 0.5431 | 0.7369 |
224
- | No log | 6.2909 | 346 | 0.5077 | 0.5550 | 0.5077 | 0.7125 |
225
- | No log | 6.3273 | 348 | 0.5252 | 0.5457 | 0.5252 | 0.7247 |
226
- | No log | 6.3636 | 350 | 0.5196 | 0.5668 | 0.5196 | 0.7209 |
227
- | No log | 6.4 | 352 | 0.5250 | 0.5991 | 0.5250 | 0.7246 |
228
- | No log | 6.4364 | 354 | 0.5246 | 0.5772 | 0.5246 | 0.7243 |
229
- | No log | 6.4727 | 356 | 0.5409 | 0.6404 | 0.5409 | 0.7354 |
230
- | No log | 6.5091 | 358 | 0.5095 | 0.5201 | 0.5095 | 0.7138 |
231
- | No log | 6.5455 | 360 | 0.5386 | 0.4929 | 0.5386 | 0.7339 |
232
- | No log | 6.5818 | 362 | 0.5540 | 0.4684 | 0.5540 | 0.7443 |
233
- | No log | 6.6182 | 364 | 0.5377 | 0.4524 | 0.5377 | 0.7333 |
234
- | No log | 6.6545 | 366 | 0.5737 | 0.4451 | 0.5737 | 0.7575 |
235
- | No log | 6.6909 | 368 | 0.6388 | 0.52 | 0.6388 | 0.7992 |
236
- | No log | 6.7273 | 370 | 0.5832 | 0.5394 | 0.5832 | 0.7636 |
237
- | No log | 6.7636 | 372 | 0.4988 | 0.4847 | 0.4988 | 0.7063 |
238
- | No log | 6.8 | 374 | 0.5011 | 0.5714 | 0.5011 | 0.7079 |
239
- | No log | 6.8364 | 376 | 0.5301 | 0.5265 | 0.5301 | 0.7281 |
240
- | No log | 6.8727 | 378 | 0.5075 | 0.5714 | 0.5075 | 0.7124 |
241
- | No log | 6.9091 | 380 | 0.5041 | 0.4705 | 0.5041 | 0.7100 |
242
- | No log | 6.9455 | 382 | 0.7137 | 0.5234 | 0.7137 | 0.8448 |
243
- | No log | 6.9818 | 384 | 0.9237 | 0.3999 | 0.9237 | 0.9611 |
244
- | No log | 7.0182 | 386 | 0.8822 | 0.3919 | 0.8822 | 0.9393 |
245
- | No log | 7.0545 | 388 | 0.7124 | 0.4432 | 0.7124 | 0.8440 |
246
- | No log | 7.0909 | 390 | 0.5451 | 0.4158 | 0.5451 | 0.7383 |
247
- | No log | 7.1273 | 392 | 0.5146 | 0.4729 | 0.5146 | 0.7174 |
248
- | No log | 7.1636 | 394 | 0.5133 | 0.4659 | 0.5133 | 0.7164 |
249
- | No log | 7.2 | 396 | 0.5401 | 0.4945 | 0.5401 | 0.7349 |
250
- | No log | 7.2364 | 398 | 0.6710 | 0.4203 | 0.6710 | 0.8192 |
251
- | No log | 7.2727 | 400 | 0.8691 | 0.4194 | 0.8691 | 0.9323 |
252
- | No log | 7.3091 | 402 | 0.9133 | 0.4402 | 0.9133 | 0.9556 |
253
- | No log | 7.3455 | 404 | 0.7620 | 0.5460 | 0.7620 | 0.8729 |
254
- | No log | 7.3818 | 406 | 0.5455 | 0.5978 | 0.5455 | 0.7386 |
255
- | No log | 7.4182 | 408 | 0.4570 | 0.5768 | 0.4570 | 0.6760 |
256
- | No log | 7.4545 | 410 | 0.4677 | 0.5538 | 0.4677 | 0.6839 |
257
- | No log | 7.4909 | 412 | 0.4889 | 0.5698 | 0.4889 | 0.6992 |
258
- | No log | 7.5273 | 414 | 0.5246 | 0.5784 | 0.5246 | 0.7243 |
259
- | No log | 7.5636 | 416 | 0.6332 | 0.5362 | 0.6332 | 0.7958 |
260
- | No log | 7.6 | 418 | 0.7323 | 0.3807 | 0.7323 | 0.8557 |
261
- | No log | 7.6364 | 420 | 0.7331 | 0.4828 | 0.7331 | 0.8562 |
262
- | No log | 7.6727 | 422 | 0.6155 | 0.5358 | 0.6155 | 0.7845 |
263
- | No log | 7.7091 | 424 | 0.4935 | 0.5845 | 0.4935 | 0.7025 |
264
- | No log | 7.7455 | 426 | 0.4740 | 0.5965 | 0.4740 | 0.6885 |
265
- | No log | 7.7818 | 428 | 0.4768 | 0.5965 | 0.4768 | 0.6905 |
266
- | No log | 7.8182 | 430 | 0.4957 | 0.5337 | 0.4957 | 0.7040 |
267
- | No log | 7.8545 | 432 | 0.5103 | 0.6063 | 0.5103 | 0.7143 |
268
- | No log | 7.8909 | 434 | 0.5334 | 0.5839 | 0.5334 | 0.7304 |
269
- | No log | 7.9273 | 436 | 0.5682 | 0.5678 | 0.5682 | 0.7538 |
270
- | No log | 7.9636 | 438 | 0.5622 | 0.5730 | 0.5622 | 0.7498 |
271
- | No log | 8.0 | 440 | 0.5222 | 0.6025 | 0.5222 | 0.7226 |
272
- | No log | 8.0364 | 442 | 0.4932 | 0.6313 | 0.4932 | 0.7023 |
273
- | No log | 8.0727 | 444 | 0.5030 | 0.6025 | 0.5030 | 0.7092 |
274
- | No log | 8.1091 | 446 | 0.5569 | 0.5744 | 0.5569 | 0.7462 |
275
- | No log | 8.1455 | 448 | 0.5441 | 0.5802 | 0.5441 | 0.7377 |
276
- | No log | 8.1818 | 450 | 0.5041 | 0.6493 | 0.5041 | 0.7100 |
277
- | No log | 8.2182 | 452 | 0.4803 | 0.6401 | 0.4803 | 0.6931 |
278
- | No log | 8.2545 | 454 | 0.4884 | 0.5831 | 0.4884 | 0.6988 |
279
- | No log | 8.2909 | 456 | 0.5237 | 0.6128 | 0.5237 | 0.7237 |
280
- | No log | 8.3273 | 458 | 0.4930 | 0.6337 | 0.4930 | 0.7021 |
281
- | No log | 8.3636 | 460 | 0.4471 | 0.6365 | 0.4471 | 0.6686 |
282
- | No log | 8.4 | 462 | 0.4694 | 0.6530 | 0.4694 | 0.6851 |
283
- | No log | 8.4364 | 464 | 0.4824 | 0.6604 | 0.4824 | 0.6945 |
284
- | No log | 8.4727 | 466 | 0.4607 | 0.6228 | 0.4607 | 0.6787 |
285
- | No log | 8.5091 | 468 | 0.4727 | 0.6032 | 0.4727 | 0.6875 |
286
- | No log | 8.5455 | 470 | 0.4762 | 0.5753 | 0.4762 | 0.6900 |
287
- | No log | 8.5818 | 472 | 0.4727 | 0.6720 | 0.4727 | 0.6876 |
288
- | No log | 8.6182 | 474 | 0.4710 | 0.6975 | 0.4710 | 0.6863 |
289
- | No log | 8.6545 | 476 | 0.4501 | 0.6198 | 0.4501 | 0.6709 |
290
- | No log | 8.6909 | 478 | 0.4403 | 0.5707 | 0.4403 | 0.6635 |
291
- | No log | 8.7273 | 480 | 0.4608 | 0.6096 | 0.4608 | 0.6788 |
292
- | No log | 8.7636 | 482 | 0.5065 | 0.6507 | 0.5065 | 0.7117 |
293
- | No log | 8.8 | 484 | 0.5260 | 0.6498 | 0.5260 | 0.7252 |
294
- | No log | 8.8364 | 486 | 0.5405 | 0.6154 | 0.5405 | 0.7352 |
295
- | No log | 8.8727 | 488 | 0.5472 | 0.5953 | 0.5472 | 0.7397 |
296
- | No log | 8.9091 | 490 | 0.5206 | 0.5858 | 0.5206 | 0.7215 |
297
- | No log | 8.9455 | 492 | 0.5243 | 0.5553 | 0.5243 | 0.7241 |
298
- | No log | 8.9818 | 494 | 0.5505 | 0.5858 | 0.5505 | 0.7420 |
299
- | No log | 9.0182 | 496 | 0.5611 | 0.5858 | 0.5611 | 0.7491 |
300
- | No log | 9.0545 | 498 | 0.6172 | 0.5827 | 0.6172 | 0.7856 |
301
- | 0.3373 | 9.0909 | 500 | 0.6314 | 0.5295 | 0.6314 | 0.7946 |
302
- | 0.3373 | 9.1273 | 502 | 0.5878 | 0.5631 | 0.5878 | 0.7667 |
303
- | 0.3373 | 9.1636 | 504 | 0.5841 | 0.5439 | 0.5841 | 0.7643 |
304
- | 0.3373 | 9.2 | 506 | 0.5778 | 0.5243 | 0.5778 | 0.7601 |
305
- | 0.3373 | 9.2364 | 508 | 0.5575 | 0.5659 | 0.5575 | 0.7467 |
306
- | 0.3373 | 9.2727 | 510 | 0.4809 | 0.5708 | 0.4809 | 0.6935 |
307
- | 0.3373 | 9.3091 | 512 | 0.4724 | 0.6503 | 0.4724 | 0.6873 |
308
- | 0.3373 | 9.3455 | 514 | 0.4672 | 0.6721 | 0.4672 | 0.6835 |
309
- | 0.3373 | 9.3818 | 516 | 0.4797 | 0.6503 | 0.4797 | 0.6926 |
310
- | 0.3373 | 9.4182 | 518 | 0.5237 | 0.6011 | 0.5237 | 0.7237 |
311
- | 0.3373 | 9.4545 | 520 | 0.5379 | 0.6226 | 0.5379 | 0.7334 |
312
- | 0.3373 | 9.4909 | 522 | 0.5006 | 0.6318 | 0.5006 | 0.7076 |
313
- | 0.3373 | 9.5273 | 524 | 0.5024 | 0.5831 | 0.5024 | 0.7088 |
314
- | 0.3373 | 9.5636 | 526 | 0.4854 | 0.5801 | 0.4854 | 0.6967 |
315
- | 0.3373 | 9.6 | 528 | 0.5079 | 0.5831 | 0.5079 | 0.7126 |
316
- | 0.3373 | 9.6364 | 530 | 0.5182 | 0.5801 | 0.5182 | 0.7199 |
317
- | 0.3373 | 9.6727 | 532 | 0.4921 | 0.6303 | 0.4921 | 0.7015 |
318
- | 0.3373 | 9.7091 | 534 | 0.4648 | 0.6228 | 0.4648 | 0.6817 |
319
- | 0.3373 | 9.7455 | 536 | 0.4620 | 0.6542 | 0.4620 | 0.6797 |
320
- | 0.3373 | 9.7818 | 538 | 0.4921 | 0.6188 | 0.4921 | 0.7015 |
321
- | 0.3373 | 9.8182 | 540 | 0.5073 | 0.5864 | 0.5073 | 0.7122 |
322
- | 0.3373 | 9.8545 | 542 | 0.4923 | 0.6606 | 0.4923 | 0.7017 |
323
- | 0.3373 | 9.8909 | 544 | 0.4648 | 0.6530 | 0.4648 | 0.6818 |
324
- | 0.3373 | 9.9273 | 546 | 0.4578 | 0.6263 | 0.4578 | 0.6766 |
325
- | 0.3373 | 9.9636 | 548 | 0.4614 | 0.6263 | 0.4614 | 0.6793 |
326
- | 0.3373 | 10.0 | 550 | 0.4697 | 0.5632 | 0.4697 | 0.6854 |
327
- | 0.3373 | 10.0364 | 552 | 0.4546 | 0.5770 | 0.4546 | 0.6742 |
328
- | 0.3373 | 10.0727 | 554 | 0.4637 | 0.5770 | 0.4637 | 0.6810 |
329
- | 0.3373 | 10.1091 | 556 | 0.4582 | 0.5799 | 0.4582 | 0.6769 |
330
- | 0.3373 | 10.1455 | 558 | 0.4429 | 0.6467 | 0.4429 | 0.6655 |
331
- | 0.3373 | 10.1818 | 560 | 0.4511 | 0.6156 | 0.4511 | 0.6716 |
332
- | 0.3373 | 10.2182 | 562 | 0.4766 | 0.6082 | 0.4766 | 0.6904 |
333
- | 0.3373 | 10.2545 | 564 | 0.5126 | 0.5882 | 0.5126 | 0.7160 |
334
- | 0.3373 | 10.2909 | 566 | 0.5707 | 0.4982 | 0.5707 | 0.7554 |
335
- | 0.3373 | 10.3273 | 568 | 0.5845 | 0.4550 | 0.5845 | 0.7645 |
336
- | 0.3373 | 10.3636 | 570 | 0.5815 | 0.4550 | 0.5815 | 0.7625 |
337
- | 0.3373 | 10.4 | 572 | 0.5781 | 0.5017 | 0.5781 | 0.7603 |
338
- | 0.3373 | 10.4364 | 574 | 0.6197 | 0.4307 | 0.6197 | 0.7872 |
339
 
340
 
341
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k12_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_run3_AugV5_k12_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: 0.4657
19
+ - Qwk: 0.5003
20
+ - Mse: 0.4657
21
+ - Rmse: 0.6824
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0333 | 2 | 2.4964 | -0.0297 | 2.4964 | 1.5800 |
53
+ | No log | 0.0667 | 4 | 1.2875 | 0.1719 | 1.2875 | 1.1347 |
54
+ | No log | 0.1 | 6 | 0.6737 | 0.2142 | 0.6737 | 0.8208 |
55
+ | No log | 0.1333 | 8 | 0.7118 | 0.1541 | 0.7118 | 0.8437 |
56
+ | No log | 0.1667 | 10 | 0.7477 | 0.1790 | 0.7477 | 0.8647 |
57
+ | No log | 0.2 | 12 | 0.7286 | 0.1498 | 0.7286 | 0.8536 |
58
+ | No log | 0.2333 | 14 | 0.7299 | 0.0937 | 0.7299 | 0.8543 |
59
+ | No log | 0.2667 | 16 | 0.6834 | 0.1604 | 0.6834 | 0.8267 |
60
+ | No log | 0.3 | 18 | 0.6822 | 0.2121 | 0.6822 | 0.8260 |
61
+ | No log | 0.3333 | 20 | 0.6212 | 0.3499 | 0.6212 | 0.7882 |
62
+ | No log | 0.3667 | 22 | 0.6091 | 0.4388 | 0.6091 | 0.7804 |
63
+ | No log | 0.4 | 24 | 0.5567 | 0.4291 | 0.5567 | 0.7461 |
64
+ | No log | 0.4333 | 26 | 0.7828 | 0.4601 | 0.7828 | 0.8847 |
65
+ | No log | 0.4667 | 28 | 0.6911 | 0.5204 | 0.6911 | 0.8313 |
66
+ | No log | 0.5 | 30 | 0.5680 | 0.5212 | 0.5680 | 0.7537 |
67
+ | No log | 0.5333 | 32 | 1.0968 | 0.3171 | 1.0968 | 1.0473 |
68
+ | No log | 0.5667 | 34 | 1.1138 | 0.2923 | 1.1138 | 1.0554 |
69
+ | No log | 0.6 | 36 | 0.6948 | 0.4007 | 0.6948 | 0.8336 |
70
+ | No log | 0.6333 | 38 | 0.4674 | 0.6004 | 0.4674 | 0.6837 |
71
+ | No log | 0.6667 | 40 | 0.5827 | 0.5190 | 0.5827 | 0.7633 |
72
+ | No log | 0.7 | 42 | 0.4838 | 0.5601 | 0.4838 | 0.6956 |
73
+ | No log | 0.7333 | 44 | 0.4626 | 0.5265 | 0.4626 | 0.6802 |
74
+ | No log | 0.7667 | 46 | 0.6078 | 0.5101 | 0.6078 | 0.7796 |
75
+ | No log | 0.8 | 48 | 0.6182 | 0.5262 | 0.6182 | 0.7863 |
76
+ | No log | 0.8333 | 50 | 0.5112 | 0.4322 | 0.5112 | 0.7150 |
77
+ | No log | 0.8667 | 52 | 0.5217 | 0.5310 | 0.5217 | 0.7223 |
78
+ | No log | 0.9 | 54 | 0.7456 | 0.4844 | 0.7456 | 0.8635 |
79
+ | No log | 0.9333 | 56 | 0.6398 | 0.5468 | 0.6398 | 0.7999 |
80
+ | No log | 0.9667 | 58 | 0.4561 | 0.6109 | 0.4561 | 0.6754 |
81
+ | No log | 1.0 | 60 | 0.4673 | 0.5208 | 0.4673 | 0.6836 |
82
+ | No log | 1.0333 | 62 | 0.6208 | 0.5065 | 0.6208 | 0.7879 |
83
+ | No log | 1.0667 | 64 | 0.6061 | 0.5138 | 0.6061 | 0.7785 |
84
+ | No log | 1.1 | 66 | 0.5822 | 0.5312 | 0.5822 | 0.7630 |
85
+ | No log | 1.1333 | 68 | 0.6019 | 0.5599 | 0.6019 | 0.7758 |
86
+ | No log | 1.1667 | 70 | 0.4928 | 0.6620 | 0.4928 | 0.7020 |
87
+ | No log | 1.2 | 72 | 0.4555 | 0.6725 | 0.4555 | 0.6749 |
88
+ | No log | 1.2333 | 74 | 0.4588 | 0.6540 | 0.4588 | 0.6774 |
89
+ | No log | 1.2667 | 76 | 0.5074 | 0.6526 | 0.5074 | 0.7123 |
90
+ | No log | 1.3 | 78 | 0.7644 | 0.4208 | 0.7644 | 0.8743 |
91
+ | No log | 1.3333 | 80 | 0.6878 | 0.3978 | 0.6878 | 0.8293 |
92
+ | No log | 1.3667 | 82 | 0.5368 | 0.4949 | 0.5368 | 0.7327 |
93
+ | No log | 1.4 | 84 | 0.4631 | 0.6154 | 0.4631 | 0.6805 |
94
+ | No log | 1.4333 | 86 | 0.4701 | 0.6154 | 0.4701 | 0.6856 |
95
+ | No log | 1.4667 | 88 | 0.5077 | 0.5528 | 0.5077 | 0.7125 |
96
+ | No log | 1.5 | 90 | 0.4685 | 0.5985 | 0.4685 | 0.6844 |
97
+ | No log | 1.5333 | 92 | 0.4873 | 0.6341 | 0.4873 | 0.6980 |
98
+ | No log | 1.5667 | 94 | 0.6333 | 0.5408 | 0.6333 | 0.7958 |
99
+ | No log | 1.6 | 96 | 0.4806 | 0.5897 | 0.4806 | 0.6933 |
100
+ | No log | 1.6333 | 98 | 0.5361 | 0.5778 | 0.5361 | 0.7322 |
101
+ | No log | 1.6667 | 100 | 0.8300 | 0.4033 | 0.8300 | 0.9110 |
102
+ | No log | 1.7 | 102 | 0.7511 | 0.4413 | 0.7511 | 0.8666 |
103
+ | No log | 1.7333 | 104 | 0.4766 | 0.5528 | 0.4766 | 0.6904 |
104
+ | No log | 1.7667 | 106 | 0.4467 | 0.6186 | 0.4467 | 0.6684 |
105
+ | No log | 1.8 | 108 | 0.6802 | 0.5234 | 0.6802 | 0.8248 |
106
+ | No log | 1.8333 | 110 | 0.7963 | 0.4768 | 0.7963 | 0.8923 |
107
+ | No log | 1.8667 | 112 | 0.6273 | 0.4438 | 0.6273 | 0.7920 |
108
+ | No log | 1.9 | 114 | 0.4588 | 0.6045 | 0.4588 | 0.6774 |
109
+ | No log | 1.9333 | 116 | 0.4984 | 0.5811 | 0.4984 | 0.7060 |
110
+ | No log | 1.9667 | 118 | 0.5469 | 0.5614 | 0.5469 | 0.7395 |
111
+ | No log | 2.0 | 120 | 0.4526 | 0.6295 | 0.4526 | 0.6728 |
112
+ | No log | 2.0333 | 122 | 0.4422 | 0.6541 | 0.4422 | 0.6650 |
113
+ | No log | 2.0667 | 124 | 0.4387 | 0.7033 | 0.4387 | 0.6623 |
114
+ | No log | 2.1 | 126 | 0.4339 | 0.6648 | 0.4339 | 0.6587 |
115
+ | No log | 2.1333 | 128 | 0.4353 | 0.6556 | 0.4353 | 0.6598 |
116
+ | No log | 2.1667 | 130 | 0.4286 | 0.6648 | 0.4286 | 0.6547 |
117
+ | No log | 2.2 | 132 | 0.4362 | 0.6313 | 0.4362 | 0.6605 |
118
+ | No log | 2.2333 | 134 | 0.4454 | 0.6775 | 0.4454 | 0.6674 |
119
+ | No log | 2.2667 | 136 | 0.4165 | 0.6908 | 0.4165 | 0.6453 |
120
+ | No log | 2.3 | 138 | 0.4603 | 0.5956 | 0.4603 | 0.6784 |
121
+ | No log | 2.3333 | 140 | 0.5451 | 0.6065 | 0.5451 | 0.7383 |
122
+ | No log | 2.3667 | 142 | 0.5100 | 0.6148 | 0.5100 | 0.7141 |
123
+ | No log | 2.4 | 144 | 0.4376 | 0.7131 | 0.4376 | 0.6615 |
124
+ | No log | 2.4333 | 146 | 0.4219 | 0.7313 | 0.4219 | 0.6495 |
125
+ | No log | 2.4667 | 148 | 0.4102 | 0.6894 | 0.4102 | 0.6405 |
126
+ | No log | 2.5 | 150 | 0.4105 | 0.6542 | 0.4105 | 0.6407 |
127
+ | No log | 2.5333 | 152 | 0.4091 | 0.6747 | 0.4091 | 0.6396 |
128
+ | No log | 2.5667 | 154 | 0.4134 | 0.6747 | 0.4134 | 0.6430 |
129
+ | No log | 2.6 | 156 | 0.4504 | 0.6599 | 0.4504 | 0.6711 |
130
+ | No log | 2.6333 | 158 | 0.4800 | 0.6189 | 0.4800 | 0.6928 |
131
+ | No log | 2.6667 | 160 | 0.4391 | 0.6651 | 0.4391 | 0.6626 |
132
+ | No log | 2.7 | 162 | 0.5701 | 0.5599 | 0.5701 | 0.7550 |
133
+ | No log | 2.7333 | 164 | 0.5935 | 0.5249 | 0.5935 | 0.7704 |
134
+ | No log | 2.7667 | 166 | 0.5125 | 0.5869 | 0.5125 | 0.7159 |
135
+ | No log | 2.8 | 168 | 0.4648 | 0.6307 | 0.4648 | 0.6818 |
136
+ | No log | 2.8333 | 170 | 0.4625 | 0.6307 | 0.4625 | 0.6801 |
137
+ | No log | 2.8667 | 172 | 0.4587 | 0.6252 | 0.4587 | 0.6772 |
138
+ | No log | 2.9 | 174 | 0.4863 | 0.5655 | 0.4863 | 0.6974 |
139
+ | No log | 2.9333 | 176 | 0.4575 | 0.4984 | 0.4575 | 0.6764 |
140
+ | No log | 2.9667 | 178 | 0.4536 | 0.5815 | 0.4536 | 0.6735 |
141
+ | No log | 3.0 | 180 | 0.4631 | 0.6852 | 0.4631 | 0.6805 |
142
+ | No log | 3.0333 | 182 | 0.5064 | 0.5945 | 0.5064 | 0.7116 |
143
+ | No log | 3.0667 | 184 | 0.7636 | 0.5139 | 0.7636 | 0.8738 |
144
+ | No log | 3.1 | 186 | 0.8837 | 0.5123 | 0.8837 | 0.9400 |
145
+ | No log | 3.1333 | 188 | 0.7193 | 0.5058 | 0.7193 | 0.8481 |
146
+ | No log | 3.1667 | 190 | 0.5766 | 0.4504 | 0.5766 | 0.7593 |
147
+ | No log | 3.2 | 192 | 0.4443 | 0.6517 | 0.4443 | 0.6665 |
148
+ | No log | 3.2333 | 194 | 0.5240 | 0.6154 | 0.5240 | 0.7239 |
149
+ | No log | 3.2667 | 196 | 0.5580 | 0.4842 | 0.5580 | 0.7470 |
150
+ | No log | 3.3 | 198 | 0.4453 | 0.6305 | 0.4453 | 0.6673 |
151
+ | No log | 3.3333 | 200 | 0.4447 | 0.6082 | 0.4447 | 0.6669 |
152
+ | No log | 3.3667 | 202 | 0.4363 | 0.5897 | 0.4363 | 0.6605 |
153
+ | No log | 3.4 | 204 | 0.4324 | 0.6214 | 0.4324 | 0.6576 |
154
+ | No log | 3.4333 | 206 | 0.4399 | 0.6303 | 0.4399 | 0.6632 |
155
+ | No log | 3.4667 | 208 | 0.4724 | 0.5920 | 0.4724 | 0.6873 |
156
+ | No log | 3.5 | 210 | 0.4613 | 0.5741 | 0.4613 | 0.6792 |
157
+ | No log | 3.5333 | 212 | 0.4743 | 0.6214 | 0.4743 | 0.6887 |
158
+ | No log | 3.5667 | 214 | 0.4568 | 0.6118 | 0.4568 | 0.6759 |
159
+ | No log | 3.6 | 216 | 0.4786 | 0.6214 | 0.4786 | 0.6918 |
160
+ | No log | 3.6333 | 218 | 0.4540 | 0.6300 | 0.4540 | 0.6738 |
161
+ | No log | 3.6667 | 220 | 0.4195 | 0.6229 | 0.4195 | 0.6477 |
162
+ | No log | 3.7 | 222 | 0.4258 | 0.6068 | 0.4258 | 0.6526 |
163
+ | No log | 3.7333 | 224 | 0.4173 | 0.6053 | 0.4173 | 0.6460 |
164
+ | No log | 3.7667 | 226 | 0.4183 | 0.6422 | 0.4183 | 0.6467 |
165
+ | No log | 3.8 | 228 | 0.4213 | 0.6611 | 0.4213 | 0.6491 |
166
+ | No log | 3.8333 | 230 | 0.4072 | 0.6330 | 0.4072 | 0.6381 |
167
+ | No log | 3.8667 | 232 | 0.4212 | 0.6503 | 0.4212 | 0.6490 |
168
+ | No log | 3.9 | 234 | 0.4233 | 0.6503 | 0.4233 | 0.6506 |
169
+ | No log | 3.9333 | 236 | 0.4086 | 0.6330 | 0.4086 | 0.6392 |
170
+ | No log | 3.9667 | 238 | 0.4095 | 0.6542 | 0.4095 | 0.6399 |
171
+ | No log | 4.0 | 240 | 0.4189 | 0.6371 | 0.4189 | 0.6472 |
172
+ | No log | 4.0333 | 242 | 0.4371 | 0.6530 | 0.4371 | 0.6611 |
173
+ | No log | 4.0667 | 244 | 0.4277 | 0.6046 | 0.4277 | 0.6540 |
174
+ | No log | 4.1 | 246 | 0.4291 | 0.6125 | 0.4291 | 0.6551 |
175
+ | No log | 4.1333 | 248 | 0.4621 | 0.4816 | 0.4621 | 0.6798 |
176
+ | No log | 4.1667 | 250 | 0.4970 | 0.5498 | 0.4970 | 0.7050 |
177
+ | No log | 4.2 | 252 | 0.5522 | 0.5258 | 0.5522 | 0.7431 |
178
+ | No log | 4.2333 | 254 | 0.5284 | 0.4979 | 0.5284 | 0.7269 |
179
+ | No log | 4.2667 | 256 | 0.5183 | 0.5586 | 0.5183 | 0.7200 |
180
+ | No log | 4.3 | 258 | 0.5682 | 0.5773 | 0.5682 | 0.7538 |
181
+ | No log | 4.3333 | 260 | 0.5346 | 0.5362 | 0.5346 | 0.7312 |
182
+ | No log | 4.3667 | 262 | 0.5624 | 0.5570 | 0.5624 | 0.7499 |
183
+ | No log | 4.4 | 264 | 0.6704 | 0.4991 | 0.6704 | 0.8188 |
184
+ | No log | 4.4333 | 266 | 0.6074 | 0.5009 | 0.6074 | 0.7794 |
185
+ | No log | 4.4667 | 268 | 0.4935 | 0.5158 | 0.4935 | 0.7025 |
186
+ | No log | 4.5 | 270 | 0.4525 | 0.5209 | 0.4525 | 0.6727 |
187
+ | No log | 4.5333 | 272 | 0.4982 | 0.5158 | 0.4982 | 0.7059 |
188
+ | No log | 4.5667 | 274 | 0.6188 | 0.4853 | 0.6188 | 0.7866 |
189
+ | No log | 4.6 | 276 | 0.5399 | 0.4808 | 0.5399 | 0.7348 |
190
+ | No log | 4.6333 | 278 | 0.4211 | 0.5819 | 0.4211 | 0.6489 |
191
+ | No log | 4.6667 | 280 | 0.4099 | 0.6636 | 0.4099 | 0.6403 |
192
+ | No log | 4.7 | 282 | 0.4021 | 0.6422 | 0.4021 | 0.6341 |
193
+ | No log | 4.7333 | 284 | 0.4808 | 0.5481 | 0.4808 | 0.6934 |
194
+ | No log | 4.7667 | 286 | 0.4843 | 0.5435 | 0.4843 | 0.6959 |
195
+ | No log | 4.8 | 288 | 0.4230 | 0.6264 | 0.4230 | 0.6504 |
196
+ | No log | 4.8333 | 290 | 0.3918 | 0.6636 | 0.3918 | 0.6259 |
197
+ | No log | 4.8667 | 292 | 0.3907 | 0.6636 | 0.3907 | 0.6250 |
198
+ | No log | 4.9 | 294 | 0.3897 | 0.7133 | 0.3897 | 0.6242 |
199
+ | No log | 4.9333 | 296 | 0.4147 | 0.6604 | 0.4147 | 0.6439 |
200
+ | No log | 4.9667 | 298 | 0.4123 | 0.7140 | 0.4123 | 0.6421 |
201
+ | No log | 5.0 | 300 | 0.4416 | 0.7255 | 0.4416 | 0.6646 |
202
+ | No log | 5.0333 | 302 | 0.4916 | 0.6778 | 0.4916 | 0.7011 |
203
+ | No log | 5.0667 | 304 | 0.4670 | 0.6864 | 0.4670 | 0.6834 |
204
+ | No log | 5.1 | 306 | 0.4812 | 0.6367 | 0.4812 | 0.6937 |
205
+ | No log | 5.1333 | 308 | 0.5150 | 0.6310 | 0.5150 | 0.7176 |
206
+ | No log | 5.1667 | 310 | 0.5022 | 0.5455 | 0.5022 | 0.7087 |
207
+ | No log | 5.2 | 312 | 0.4347 | 0.5868 | 0.4347 | 0.6593 |
208
+ | No log | 5.2333 | 314 | 0.4117 | 0.6555 | 0.4117 | 0.6417 |
209
+ | No log | 5.2667 | 316 | 0.4193 | 0.6317 | 0.4193 | 0.6475 |
210
+ | No log | 5.3 | 318 | 0.4474 | 0.5715 | 0.4474 | 0.6689 |
211
+ | No log | 5.3333 | 320 | 0.4244 | 0.6096 | 0.4244 | 0.6514 |
212
+ | No log | 5.3667 | 322 | 0.4204 | 0.6326 | 0.4204 | 0.6484 |
213
+ | No log | 5.4 | 324 | 0.4074 | 0.6426 | 0.4074 | 0.6383 |
214
+ | No log | 5.4333 | 326 | 0.4068 | 0.6914 | 0.4068 | 0.6378 |
215
+ | No log | 5.4667 | 328 | 0.4170 | 0.6377 | 0.4170 | 0.6458 |
216
+ | No log | 5.5 | 330 | 0.4447 | 0.5999 | 0.4447 | 0.6669 |
217
+ | No log | 5.5333 | 332 | 0.4153 | 0.6542 | 0.4153 | 0.6445 |
218
+ | No log | 5.5667 | 334 | 0.4387 | 0.6289 | 0.4387 | 0.6623 |
219
+ | No log | 5.6 | 336 | 0.4454 | 0.5768 | 0.4454 | 0.6674 |
220
+ | No log | 5.6333 | 338 | 0.4340 | 0.5995 | 0.4340 | 0.6588 |
221
+ | No log | 5.6667 | 340 | 0.4520 | 0.6301 | 0.4520 | 0.6723 |
222
+ | No log | 5.7 | 342 | 0.4766 | 0.6688 | 0.4766 | 0.6904 |
223
+ | No log | 5.7333 | 344 | 0.4538 | 0.6564 | 0.4538 | 0.6737 |
224
+ | No log | 5.7667 | 346 | 0.5142 | 0.5553 | 0.5142 | 0.7171 |
225
+ | No log | 5.8 | 348 | 0.5597 | 0.5570 | 0.5597 | 0.7482 |
226
+ | No log | 5.8333 | 350 | 0.5605 | 0.5570 | 0.5605 | 0.7487 |
227
+ | No log | 5.8667 | 352 | 0.5614 | 0.5570 | 0.5614 | 0.7492 |
228
+ | No log | 5.9 | 354 | 0.5550 | 0.5123 | 0.5550 | 0.7450 |
229
+ | No log | 5.9333 | 356 | 0.5907 | 0.4870 | 0.5907 | 0.7686 |
230
+ | No log | 5.9667 | 358 | 0.6194 | 0.5103 | 0.6194 | 0.7870 |
231
+ | No log | 6.0 | 360 | 0.6256 | 0.4735 | 0.6256 | 0.7910 |
232
+ | No log | 6.0333 | 362 | 0.5374 | 0.5538 | 0.5374 | 0.7331 |
233
+ | No log | 6.0667 | 364 | 0.4674 | 0.6129 | 0.4674 | 0.6837 |
234
+ | No log | 6.1 | 366 | 0.4580 | 0.6643 | 0.4580 | 0.6767 |
235
+ | No log | 6.1333 | 368 | 0.4731 | 0.5324 | 0.4731 | 0.6878 |
236
+ | No log | 6.1667 | 370 | 0.5379 | 0.5659 | 0.5379 | 0.7334 |
237
+ | No log | 6.2 | 372 | 0.5143 | 0.5140 | 0.5143 | 0.7172 |
238
+ | No log | 6.2333 | 374 | 0.4674 | 0.5708 | 0.4674 | 0.6837 |
239
+ | No log | 6.2667 | 376 | 0.4620 | 0.5719 | 0.4620 | 0.6797 |
240
+ | No log | 6.3 | 378 | 0.4743 | 0.5166 | 0.4743 | 0.6887 |
241
+ | No log | 6.3333 | 380 | 0.4869 | 0.5223 | 0.4869 | 0.6978 |
242
+ | No log | 6.3667 | 382 | 0.5087 | 0.5659 | 0.5087 | 0.7132 |
243
+ | No log | 6.4 | 384 | 0.4915 | 0.5223 | 0.4915 | 0.7010 |
244
+ | No log | 6.4333 | 386 | 0.4554 | 0.6214 | 0.4554 | 0.6748 |
245
+ | No log | 6.4667 | 388 | 0.4582 | 0.5945 | 0.4582 | 0.6769 |
246
+ | No log | 6.5 | 390 | 0.4836 | 0.5733 | 0.4836 | 0.6954 |
247
+ | No log | 6.5333 | 392 | 0.4642 | 0.6020 | 0.4642 | 0.6813 |
248
+ | No log | 6.5667 | 394 | 0.4520 | 0.6564 | 0.4520 | 0.6723 |
249
+ | No log | 6.6 | 396 | 0.4503 | 0.5831 | 0.4503 | 0.6710 |
250
+ | No log | 6.6333 | 398 | 0.4651 | 0.5151 | 0.4651 | 0.6820 |
251
+ | No log | 6.6667 | 400 | 0.4941 | 0.4795 | 0.4941 | 0.7029 |
252
+ | No log | 6.7 | 402 | 0.5129 | 0.5271 | 0.5129 | 0.7162 |
253
+ | No log | 6.7333 | 404 | 0.4811 | 0.4888 | 0.4811 | 0.6936 |
254
+ | No log | 6.7667 | 406 | 0.4790 | 0.5341 | 0.4790 | 0.6921 |
255
+ | No log | 6.8 | 408 | 0.4792 | 0.5711 | 0.4792 | 0.6922 |
256
+ | No log | 6.8333 | 410 | 0.4822 | 0.5742 | 0.4822 | 0.6944 |
257
+ | No log | 6.8667 | 412 | 0.4818 | 0.5272 | 0.4818 | 0.6941 |
258
+ | No log | 6.9 | 414 | 0.4845 | 0.5123 | 0.4845 | 0.6961 |
259
+ | No log | 6.9333 | 416 | 0.4914 | 0.4888 | 0.4914 | 0.7010 |
260
+ | No log | 6.9667 | 418 | 0.5101 | 0.4243 | 0.5101 | 0.7142 |
261
+ | No log | 7.0 | 420 | 0.5494 | 0.4243 | 0.5494 | 0.7412 |
262
+ | No log | 7.0333 | 422 | 0.5714 | 0.5091 | 0.5714 | 0.7559 |
263
+ | No log | 7.0667 | 424 | 0.5478 | 0.4597 | 0.5478 | 0.7402 |
264
+ | No log | 7.1 | 426 | 0.5104 | 0.4291 | 0.5104 | 0.7144 |
265
+ | No log | 7.1333 | 428 | 0.4988 | 0.4569 | 0.4988 | 0.7063 |
266
+ | No log | 7.1667 | 430 | 0.4971 | 0.4569 | 0.4971 | 0.7050 |
267
+ | No log | 7.2 | 432 | 0.4981 | 0.4291 | 0.4981 | 0.7057 |
268
+ | No log | 7.2333 | 434 | 0.5370 | 0.5158 | 0.5370 | 0.7328 |
269
+ | No log | 7.2667 | 436 | 0.5539 | 0.5067 | 0.5539 | 0.7442 |
270
+ | No log | 7.3 | 438 | 0.5021 | 0.5252 | 0.5021 | 0.7086 |
271
+ | No log | 7.3333 | 440 | 0.4755 | 0.4847 | 0.4755 | 0.6896 |
272
+ | No log | 7.3667 | 442 | 0.4698 | 0.4955 | 0.4698 | 0.6855 |
273
+ | No log | 7.4 | 444 | 0.4729 | 0.5840 | 0.4729 | 0.6877 |
274
+ | No log | 7.4333 | 446 | 0.4842 | 0.5767 | 0.4842 | 0.6958 |
275
+ | No log | 7.4667 | 448 | 0.4704 | 0.5840 | 0.4704 | 0.6859 |
276
+ | No log | 7.5 | 450 | 0.4967 | 0.5485 | 0.4967 | 0.7048 |
277
+ | No log | 7.5333 | 452 | 0.5344 | 0.4997 | 0.5344 | 0.7311 |
278
+ | No log | 7.5667 | 454 | 0.5278 | 0.4835 | 0.5278 | 0.7265 |
279
+ | No log | 7.6 | 456 | 0.5535 | 0.4753 | 0.5535 | 0.7439 |
280
+ | No log | 7.6333 | 458 | 0.5487 | 0.5189 | 0.5487 | 0.7407 |
281
+ | No log | 7.6667 | 460 | 0.5688 | 0.5189 | 0.5688 | 0.7542 |
282
+ | No log | 7.7 | 462 | 0.5742 | 0.5189 | 0.5742 | 0.7578 |
283
+ | No log | 7.7333 | 464 | 0.5610 | 0.5189 | 0.5610 | 0.7490 |
284
+ | No log | 7.7667 | 466 | 0.5205 | 0.5017 | 0.5205 | 0.7215 |
285
+ | No log | 7.8 | 468 | 0.4852 | 0.5815 | 0.4852 | 0.6965 |
286
+ | No log | 7.8333 | 470 | 0.5153 | 0.4653 | 0.5153 | 0.7178 |
287
+ | No log | 7.8667 | 472 | 0.5499 | 0.5119 | 0.5499 | 0.7416 |
288
+ | No log | 7.9 | 474 | 0.5610 | 0.4833 | 0.5610 | 0.7490 |
289
+ | No log | 7.9333 | 476 | 0.5037 | 0.5065 | 0.5037 | 0.7097 |
290
+ | No log | 7.9667 | 478 | 0.4548 | 0.5600 | 0.4548 | 0.6744 |
291
+ | No log | 8.0 | 480 | 0.4998 | 0.5639 | 0.4998 | 0.7070 |
292
+ | No log | 8.0333 | 482 | 0.5397 | 0.4905 | 0.5397 | 0.7347 |
293
+ | No log | 8.0667 | 484 | 0.5300 | 0.5330 | 0.5300 | 0.7280 |
294
+ | No log | 8.1 | 486 | 0.5073 | 0.5448 | 0.5073 | 0.7123 |
295
+ | No log | 8.1333 | 488 | 0.4890 | 0.5056 | 0.4890 | 0.6993 |
296
+ | No log | 8.1667 | 490 | 0.4887 | 0.5614 | 0.4887 | 0.6991 |
297
+ | No log | 8.2 | 492 | 0.4897 | 0.5655 | 0.4897 | 0.6998 |
298
+ | No log | 8.2333 | 494 | 0.5021 | 0.5553 | 0.5021 | 0.7086 |
299
+ | No log | 8.2667 | 496 | 0.4799 | 0.6187 | 0.4799 | 0.6927 |
300
+ | No log | 8.3 | 498 | 0.4477 | 0.6198 | 0.4477 | 0.6691 |
301
+ | 0.2831 | 8.3333 | 500 | 0.4513 | 0.5826 | 0.4513 | 0.6718 |
302
+ | 0.2831 | 8.3667 | 502 | 0.4532 | 0.5687 | 0.4532 | 0.6732 |
303
+ | 0.2831 | 8.4 | 504 | 0.4574 | 0.5507 | 0.4574 | 0.6763 |
304
+ | 0.2831 | 8.4333 | 506 | 0.4688 | 0.6228 | 0.4688 | 0.6847 |
305
+ | 0.2831 | 8.4667 | 508 | 0.4916 | 0.5485 | 0.4916 | 0.7012 |
306
+ | 0.2831 | 8.5 | 510 | 0.5003 | 0.5254 | 0.5003 | 0.7073 |
307
+ | 0.2831 | 8.5333 | 512 | 0.4863 | 0.5752 | 0.4863 | 0.6974 |
308
+ | 0.2831 | 8.5667 | 514 | 0.4643 | 0.5396 | 0.4643 | 0.6814 |
309
+ | 0.2831 | 8.6 | 516 | 0.4657 | 0.5003 | 0.4657 | 0.6824 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions