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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k7_task5_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k6_task5_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k6_task5_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: 0.6793
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- - Qwk: 0.5368
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- - Mse: 0.6793
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- - Rmse: 0.8242
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  ## Model description
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@@ -49,261 +49,267 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0952 | 2 | 4.5712 | -0.0445 | 4.5712 | 2.1380 |
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- | No log | 0.1905 | 4 | 2.5380 | -0.0206 | 2.5380 | 1.5931 |
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- | No log | 0.2857 | 6 | 1.9607 | -0.0055 | 1.9607 | 1.4003 |
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- | No log | 0.3810 | 8 | 1.1118 | 0.2196 | 1.1118 | 1.0544 |
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- | No log | 0.4762 | 10 | 1.1568 | 0.2196 | 1.1568 | 1.0755 |
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- | No log | 0.5714 | 12 | 1.1649 | 0.1268 | 1.1649 | 1.0793 |
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- | No log | 0.6667 | 14 | 1.2003 | 0.1205 | 1.2003 | 1.0956 |
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- | No log | 0.7619 | 16 | 1.3377 | -0.0560 | 1.3377 | 1.1566 |
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- | No log | 0.8571 | 18 | 1.5157 | -0.0148 | 1.5157 | 1.2311 |
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- | No log | 0.9524 | 20 | 1.3080 | 0.0232 | 1.3080 | 1.1437 |
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- | No log | 1.0476 | 22 | 1.0724 | 0.2171 | 1.0724 | 1.0356 |
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- | No log | 1.1429 | 24 | 1.0225 | 0.3435 | 1.0225 | 1.0112 |
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- | No log | 1.2381 | 26 | 1.0527 | 0.1779 | 1.0527 | 1.0260 |
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- | No log | 1.3333 | 28 | 1.3476 | 0.0436 | 1.3476 | 1.1609 |
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- | No log | 1.4286 | 30 | 1.6078 | -0.0359 | 1.6078 | 1.2680 |
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- | No log | 1.5238 | 32 | 1.7108 | 0.0408 | 1.7108 | 1.3080 |
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- | No log | 1.6190 | 34 | 1.3471 | 0.0701 | 1.3471 | 1.1607 |
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- | No log | 1.7143 | 36 | 1.0244 | 0.2449 | 1.0244 | 1.0121 |
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- | No log | 1.8095 | 38 | 1.0658 | 0.2505 | 1.0658 | 1.0324 |
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- | No log | 1.9048 | 40 | 1.0232 | 0.2449 | 1.0232 | 1.0115 |
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- | No log | 2.0 | 42 | 1.1340 | 0.1296 | 1.1340 | 1.0649 |
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- | No log | 2.0952 | 44 | 1.4590 | 0.0380 | 1.4590 | 1.2079 |
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- | No log | 2.1905 | 46 | 1.4488 | 0.0760 | 1.4488 | 1.2037 |
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- | No log | 2.2857 | 48 | 1.1578 | 0.1296 | 1.1578 | 1.0760 |
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- | No log | 2.3810 | 50 | 1.0181 | 0.2351 | 1.0181 | 1.0090 |
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- | No log | 2.4762 | 52 | 1.0385 | 0.3067 | 1.0385 | 1.0191 |
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- | No log | 2.5714 | 54 | 1.0491 | 0.3045 | 1.0491 | 1.0243 |
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- | No log | 2.6667 | 56 | 1.0156 | 0.3958 | 1.0156 | 1.0077 |
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- | No log | 2.7619 | 58 | 1.0757 | 0.3196 | 1.0757 | 1.0372 |
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- | No log | 2.8571 | 60 | 1.0430 | 0.3196 | 1.0430 | 1.0213 |
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- | No log | 2.9524 | 62 | 0.9450 | 0.3879 | 0.9450 | 0.9721 |
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- | No log | 3.0476 | 64 | 0.9179 | 0.3377 | 0.9179 | 0.9581 |
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- | No log | 3.1429 | 66 | 0.9253 | 0.4232 | 0.9253 | 0.9619 |
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- | No log | 3.2381 | 68 | 1.0054 | 0.2837 | 1.0054 | 1.0027 |
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- | No log | 3.3333 | 70 | 0.9698 | 0.3049 | 0.9698 | 0.9848 |
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- | No log | 3.4286 | 72 | 0.8844 | 0.5139 | 0.8844 | 0.9404 |
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- | No log | 3.5238 | 74 | 1.0781 | 0.3477 | 1.0781 | 1.0383 |
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- | No log | 3.6190 | 76 | 1.0306 | 0.4013 | 1.0306 | 1.0152 |
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- | No log | 3.7143 | 78 | 0.8825 | 0.5392 | 0.8825 | 0.9394 |
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- | No log | 3.8095 | 80 | 0.8436 | 0.4794 | 0.8436 | 0.9185 |
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- | No log | 3.9048 | 82 | 0.9172 | 0.4723 | 0.9172 | 0.9577 |
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- | No log | 4.0 | 84 | 0.9996 | 0.4082 | 0.9996 | 0.9998 |
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- | No log | 4.0952 | 86 | 0.8279 | 0.5089 | 0.8279 | 0.9099 |
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- | No log | 4.1905 | 88 | 1.0098 | 0.3642 | 1.0098 | 1.0049 |
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- | No log | 4.2857 | 90 | 1.2032 | 0.3831 | 1.2032 | 1.0969 |
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- | No log | 4.3810 | 92 | 0.9814 | 0.3981 | 0.9814 | 0.9907 |
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- | No log | 4.4762 | 94 | 0.7864 | 0.4526 | 0.7864 | 0.8868 |
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- | No log | 4.5714 | 96 | 1.0324 | 0.4347 | 1.0324 | 1.0161 |
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- | No log | 4.6667 | 98 | 1.1164 | 0.3396 | 1.1164 | 1.0566 |
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- | No log | 4.7619 | 100 | 0.9071 | 0.4068 | 0.9071 | 0.9524 |
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- | No log | 4.8571 | 102 | 0.7933 | 0.5063 | 0.7933 | 0.8907 |
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- | No log | 4.9524 | 104 | 0.9029 | 0.4470 | 0.9029 | 0.9502 |
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- | No log | 5.0476 | 106 | 0.8812 | 0.4560 | 0.8812 | 0.9387 |
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- | No log | 5.1429 | 108 | 0.8508 | 0.4560 | 0.8508 | 0.9224 |
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- | No log | 5.2381 | 110 | 0.7888 | 0.4998 | 0.7888 | 0.8881 |
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- | No log | 5.3333 | 112 | 0.7661 | 0.4644 | 0.7661 | 0.8753 |
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- | No log | 5.4286 | 114 | 0.7639 | 0.4511 | 0.7639 | 0.8740 |
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- | No log | 5.5238 | 116 | 0.7510 | 0.4776 | 0.7510 | 0.8666 |
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- | No log | 5.6190 | 118 | 0.7666 | 0.5446 | 0.7666 | 0.8755 |
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- | No log | 5.7143 | 120 | 0.7959 | 0.5046 | 0.7959 | 0.8921 |
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- | No log | 5.8095 | 122 | 0.8298 | 0.4285 | 0.8298 | 0.9109 |
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- | No log | 5.9048 | 124 | 0.7804 | 0.5366 | 0.7804 | 0.8834 |
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- | No log | 6.0 | 126 | 0.7895 | 0.5135 | 0.7895 | 0.8886 |
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- | No log | 6.0952 | 128 | 0.8359 | 0.5110 | 0.8359 | 0.9143 |
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- | No log | 6.1905 | 130 | 0.6832 | 0.6032 | 0.6832 | 0.8266 |
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- | No log | 6.2857 | 132 | 0.6644 | 0.4722 | 0.6644 | 0.8151 |
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- | No log | 6.3810 | 134 | 0.7379 | 0.4671 | 0.7379 | 0.8590 |
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- | No log | 6.4762 | 136 | 0.7870 | 0.5018 | 0.7870 | 0.8871 |
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- | No log | 6.5714 | 138 | 0.6979 | 0.4737 | 0.6979 | 0.8354 |
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- | No log | 6.6667 | 140 | 0.6968 | 0.5710 | 0.6968 | 0.8347 |
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- | No log | 6.7619 | 142 | 0.7098 | 0.4660 | 0.7098 | 0.8425 |
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- | No log | 6.8571 | 144 | 0.7188 | 0.4660 | 0.7188 | 0.8478 |
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- | No log | 6.9524 | 146 | 0.7270 | 0.4644 | 0.7270 | 0.8527 |
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- | No log | 7.0476 | 148 | 0.7379 | 0.5112 | 0.7379 | 0.8590 |
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- | No log | 7.1429 | 150 | 0.7611 | 0.4982 | 0.7611 | 0.8724 |
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- | No log | 7.2381 | 152 | 0.8045 | 0.4734 | 0.8045 | 0.8969 |
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- | No log | 7.3333 | 154 | 0.8798 | 0.4910 | 0.8798 | 0.9380 |
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- | No log | 7.4286 | 156 | 0.8313 | 0.5018 | 0.8313 | 0.9117 |
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- | No log | 7.5238 | 158 | 0.7253 | 0.5866 | 0.7253 | 0.8517 |
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- | No log | 7.6190 | 160 | 0.7500 | 0.5350 | 0.7500 | 0.8660 |
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- | No log | 7.7143 | 162 | 0.8117 | 0.5190 | 0.8117 | 0.9010 |
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- | No log | 7.8095 | 164 | 0.7050 | 0.6432 | 0.7050 | 0.8397 |
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- | No log | 7.9048 | 166 | 0.7178 | 0.5803 | 0.7178 | 0.8473 |
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- | No log | 8.0 | 168 | 0.8213 | 0.5440 | 0.8213 | 0.9063 |
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- | No log | 8.0952 | 170 | 0.7211 | 0.5728 | 0.7211 | 0.8492 |
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- | No log | 8.1905 | 172 | 0.6739 | 0.6229 | 0.6739 | 0.8209 |
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- | No log | 8.2857 | 174 | 0.7821 | 0.5375 | 0.7821 | 0.8843 |
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- | No log | 8.3810 | 176 | 0.7514 | 0.5515 | 0.7514 | 0.8669 |
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- | No log | 8.4762 | 178 | 0.6754 | 0.5845 | 0.6754 | 0.8218 |
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- | No log | 8.5714 | 180 | 0.7114 | 0.5325 | 0.7114 | 0.8434 |
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- | No log | 8.6667 | 182 | 0.7073 | 0.5115 | 0.7073 | 0.8410 |
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- | No log | 8.7619 | 184 | 0.6499 | 0.6282 | 0.6499 | 0.8062 |
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- | No log | 8.8571 | 186 | 0.7586 | 0.5447 | 0.7586 | 0.8710 |
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- | No log | 8.9524 | 188 | 0.9381 | 0.5075 | 0.9381 | 0.9685 |
146
- | No log | 9.0476 | 190 | 0.9187 | 0.5328 | 0.9187 | 0.9585 |
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- | No log | 9.1429 | 192 | 0.7271 | 0.6245 | 0.7271 | 0.8527 |
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- | No log | 9.2381 | 194 | 0.6878 | 0.6112 | 0.6878 | 0.8293 |
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- | No log | 9.3333 | 196 | 0.7028 | 0.6166 | 0.7028 | 0.8383 |
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- | No log | 9.4286 | 198 | 0.6806 | 0.6032 | 0.6806 | 0.8250 |
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- | No log | 9.5238 | 200 | 0.7884 | 0.5766 | 0.7884 | 0.8879 |
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- | No log | 9.6190 | 202 | 0.8689 | 0.5510 | 0.8689 | 0.9321 |
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- | No log | 9.7143 | 204 | 0.7787 | 0.5579 | 0.7787 | 0.8824 |
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- | No log | 9.8095 | 206 | 0.6961 | 0.6121 | 0.6961 | 0.8343 |
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- | No log | 9.9048 | 208 | 0.6613 | 0.5412 | 0.6613 | 0.8132 |
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- | No log | 10.0 | 210 | 0.7041 | 0.5314 | 0.7041 | 0.8391 |
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- | No log | 10.0952 | 212 | 0.6909 | 0.5314 | 0.6909 | 0.8312 |
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- | No log | 10.1905 | 214 | 0.6895 | 0.5044 | 0.6895 | 0.8303 |
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- | No log | 10.2857 | 216 | 0.7073 | 0.5671 | 0.7073 | 0.8410 |
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- | No log | 10.3810 | 218 | 0.7386 | 0.5500 | 0.7386 | 0.8594 |
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- | No log | 10.4762 | 220 | 0.7395 | 0.5842 | 0.7395 | 0.8599 |
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- | No log | 10.5714 | 222 | 0.7517 | 0.5450 | 0.7517 | 0.8670 |
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- | No log | 10.6667 | 224 | 0.7842 | 0.5167 | 0.7842 | 0.8855 |
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- | No log | 10.7619 | 226 | 0.7515 | 0.4973 | 0.7515 | 0.8669 |
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- | No log | 10.8571 | 228 | 0.7484 | 0.4824 | 0.7484 | 0.8651 |
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- | No log | 10.9524 | 230 | 0.7874 | 0.5508 | 0.7874 | 0.8874 |
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- | No log | 11.0476 | 232 | 0.7569 | 0.5055 | 0.7569 | 0.8700 |
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- | No log | 11.1429 | 234 | 0.8257 | 0.4929 | 0.8257 | 0.9087 |
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- | No log | 11.2381 | 236 | 0.9382 | 0.4885 | 0.9382 | 0.9686 |
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- | No log | 11.3333 | 238 | 0.8618 | 0.4799 | 0.8618 | 0.9283 |
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- | No log | 11.4286 | 240 | 0.7513 | 0.5232 | 0.7513 | 0.8668 |
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- | No log | 11.5238 | 242 | 0.7321 | 0.4544 | 0.7321 | 0.8556 |
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- | No log | 11.6190 | 244 | 0.7237 | 0.5194 | 0.7237 | 0.8507 |
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- | No log | 11.7143 | 246 | 0.7186 | 0.5596 | 0.7186 | 0.8477 |
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- | No log | 11.8095 | 248 | 0.7113 | 0.5959 | 0.7113 | 0.8434 |
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- | No log | 11.9048 | 250 | 0.7643 | 0.5668 | 0.7643 | 0.8742 |
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- | No log | 12.0 | 252 | 0.7405 | 0.5977 | 0.7405 | 0.8605 |
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- | No log | 12.0952 | 254 | 0.6960 | 0.5985 | 0.6960 | 0.8342 |
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- | No log | 12.1905 | 256 | 0.7113 | 0.5300 | 0.7113 | 0.8434 |
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- | No log | 12.2857 | 258 | 0.7361 | 0.4860 | 0.7361 | 0.8579 |
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- | No log | 12.3810 | 260 | 0.7270 | 0.5406 | 0.7270 | 0.8526 |
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- | No log | 12.4762 | 262 | 0.7216 | 0.5146 | 0.7216 | 0.8495 |
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- | No log | 12.5714 | 264 | 0.7267 | 0.5680 | 0.7267 | 0.8525 |
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- | No log | 12.6667 | 266 | 0.7307 | 0.5016 | 0.7307 | 0.8548 |
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- | No log | 12.7619 | 268 | 0.7325 | 0.5152 | 0.7325 | 0.8558 |
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- | No log | 12.8571 | 270 | 0.7350 | 0.5155 | 0.7350 | 0.8573 |
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- | No log | 12.9524 | 272 | 0.7498 | 0.5570 | 0.7498 | 0.8659 |
188
- | No log | 13.0476 | 274 | 0.7938 | 0.5697 | 0.7938 | 0.8910 |
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- | No log | 13.1429 | 276 | 0.7859 | 0.5279 | 0.7859 | 0.8865 |
190
- | No log | 13.2381 | 278 | 0.7320 | 0.5774 | 0.7320 | 0.8556 |
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- | No log | 13.3333 | 280 | 0.6819 | 0.5261 | 0.6819 | 0.8258 |
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- | No log | 13.4286 | 282 | 0.7004 | 0.5548 | 0.7004 | 0.8369 |
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- | No log | 13.5238 | 284 | 0.7061 | 0.5548 | 0.7061 | 0.8403 |
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- | No log | 13.6190 | 286 | 0.6909 | 0.5524 | 0.6909 | 0.8312 |
195
- | No log | 13.7143 | 288 | 0.6785 | 0.5063 | 0.6785 | 0.8237 |
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- | No log | 13.8095 | 290 | 0.6786 | 0.4938 | 0.6786 | 0.8238 |
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- | No log | 13.9048 | 292 | 0.6908 | 0.5060 | 0.6908 | 0.8312 |
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- | No log | 14.0 | 294 | 0.7504 | 0.5922 | 0.7504 | 0.8662 |
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- | No log | 14.0952 | 296 | 0.8281 | 0.5229 | 0.8281 | 0.9100 |
200
- | No log | 14.1905 | 298 | 0.7722 | 0.5432 | 0.7722 | 0.8787 |
201
- | No log | 14.2857 | 300 | 0.7146 | 0.4971 | 0.7146 | 0.8454 |
202
- | No log | 14.3810 | 302 | 0.7448 | 0.5610 | 0.7448 | 0.8630 |
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- | No log | 14.4762 | 304 | 0.8543 | 0.5344 | 0.8543 | 0.9243 |
204
- | No log | 14.5714 | 306 | 0.8623 | 0.5344 | 0.8623 | 0.9286 |
205
- | No log | 14.6667 | 308 | 0.7674 | 0.5279 | 0.7674 | 0.8760 |
206
- | No log | 14.7619 | 310 | 0.7121 | 0.5622 | 0.7121 | 0.8439 |
207
- | No log | 14.8571 | 312 | 0.6690 | 0.5500 | 0.6690 | 0.8179 |
208
- | No log | 14.9524 | 314 | 0.6599 | 0.4957 | 0.6599 | 0.8124 |
209
- | No log | 15.0476 | 316 | 0.6609 | 0.4957 | 0.6609 | 0.8129 |
210
- | No log | 15.1429 | 318 | 0.6608 | 0.4957 | 0.6608 | 0.8129 |
211
- | No log | 15.2381 | 320 | 0.6624 | 0.6104 | 0.6624 | 0.8139 |
212
- | No log | 15.3333 | 322 | 0.6901 | 0.5821 | 0.6901 | 0.8307 |
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- | No log | 15.4286 | 324 | 0.7039 | 0.6137 | 0.7039 | 0.8390 |
214
- | No log | 15.5238 | 326 | 0.7328 | 0.6025 | 0.7328 | 0.8561 |
215
- | No log | 15.6190 | 328 | 0.7102 | 0.5546 | 0.7102 | 0.8427 |
216
- | No log | 15.7143 | 330 | 0.6853 | 0.5163 | 0.6853 | 0.8279 |
217
- | No log | 15.8095 | 332 | 0.7165 | 0.5339 | 0.7165 | 0.8465 |
218
- | No log | 15.9048 | 334 | 0.7110 | 0.5446 | 0.7110 | 0.8432 |
219
- | No log | 16.0 | 336 | 0.6993 | 0.5163 | 0.6993 | 0.8362 |
220
- | No log | 16.0952 | 338 | 0.7695 | 0.4450 | 0.7695 | 0.8772 |
221
- | No log | 16.1905 | 340 | 0.8393 | 0.5021 | 0.8393 | 0.9161 |
222
- | No log | 16.2857 | 342 | 0.8007 | 0.5167 | 0.8007 | 0.8948 |
223
- | No log | 16.3810 | 344 | 0.7235 | 0.5098 | 0.7235 | 0.8506 |
224
- | No log | 16.4762 | 346 | 0.6993 | 0.5726 | 0.6993 | 0.8362 |
225
- | No log | 16.5714 | 348 | 0.7308 | 0.5759 | 0.7308 | 0.8548 |
226
- | No log | 16.6667 | 350 | 0.7275 | 0.5622 | 0.7275 | 0.8529 |
227
- | No log | 16.7619 | 352 | 0.7099 | 0.5036 | 0.7099 | 0.8426 |
228
- | No log | 16.8571 | 354 | 0.7799 | 0.5292 | 0.7799 | 0.8831 |
229
- | No log | 16.9524 | 356 | 0.8024 | 0.5167 | 0.8024 | 0.8958 |
230
- | No log | 17.0476 | 358 | 0.7632 | 0.4952 | 0.7632 | 0.8736 |
231
- | No log | 17.1429 | 360 | 0.7198 | 0.5038 | 0.7198 | 0.8484 |
232
- | No log | 17.2381 | 362 | 0.7407 | 0.5737 | 0.7407 | 0.8607 |
233
- | No log | 17.3333 | 364 | 0.7522 | 0.5633 | 0.7522 | 0.8673 |
234
- | No log | 17.4286 | 366 | 0.7202 | 0.5182 | 0.7202 | 0.8486 |
235
- | No log | 17.5238 | 368 | 0.7294 | 0.5660 | 0.7294 | 0.8541 |
236
- | No log | 17.6190 | 370 | 0.8534 | 0.5208 | 0.8534 | 0.9238 |
237
- | No log | 17.7143 | 372 | 0.9864 | 0.4681 | 0.9864 | 0.9932 |
238
- | No log | 17.8095 | 374 | 0.9710 | 0.4681 | 0.9710 | 0.9854 |
239
- | No log | 17.9048 | 376 | 0.8389 | 0.4796 | 0.8389 | 0.9159 |
240
- | No log | 18.0 | 378 | 0.7311 | 0.5752 | 0.7311 | 0.8551 |
241
- | No log | 18.0952 | 380 | 0.7189 | 0.5169 | 0.7189 | 0.8479 |
242
- | No log | 18.1905 | 382 | 0.7455 | 0.5076 | 0.7455 | 0.8634 |
243
- | No log | 18.2857 | 384 | 0.7331 | 0.5076 | 0.7331 | 0.8562 |
244
- | No log | 18.3810 | 386 | 0.7084 | 0.4927 | 0.7084 | 0.8416 |
245
- | No log | 18.4762 | 388 | 0.7344 | 0.4743 | 0.7344 | 0.8570 |
246
- | No log | 18.5714 | 390 | 0.7839 | 0.5305 | 0.7839 | 0.8854 |
247
- | No log | 18.6667 | 392 | 0.8044 | 0.5056 | 0.8044 | 0.8969 |
248
- | No log | 18.7619 | 394 | 0.7770 | 0.4361 | 0.7770 | 0.8815 |
249
- | No log | 18.8571 | 396 | 0.7428 | 0.4527 | 0.7428 | 0.8619 |
250
- | No log | 18.9524 | 398 | 0.7373 | 0.5199 | 0.7373 | 0.8587 |
251
- | No log | 19.0476 | 400 | 0.7421 | 0.5434 | 0.7421 | 0.8614 |
252
- | No log | 19.1429 | 402 | 0.7141 | 0.5076 | 0.7141 | 0.8450 |
253
- | No log | 19.2381 | 404 | 0.6929 | 0.5773 | 0.6929 | 0.8324 |
254
- | No log | 19.3333 | 406 | 0.7604 | 0.5766 | 0.7604 | 0.8720 |
255
- | No log | 19.4286 | 408 | 0.8382 | 0.5211 | 0.8382 | 0.9155 |
256
- | No log | 19.5238 | 410 | 0.7975 | 0.5628 | 0.7975 | 0.8930 |
257
- | No log | 19.6190 | 412 | 0.7450 | 0.5549 | 0.7450 | 0.8631 |
258
- | No log | 19.7143 | 414 | 0.6811 | 0.5929 | 0.6811 | 0.8253 |
259
- | No log | 19.8095 | 416 | 0.6692 | 0.5671 | 0.6692 | 0.8181 |
260
- | No log | 19.9048 | 418 | 0.6747 | 0.5057 | 0.6747 | 0.8214 |
261
- | No log | 20.0 | 420 | 0.6774 | 0.4804 | 0.6774 | 0.8231 |
262
- | No log | 20.0952 | 422 | 0.6826 | 0.5577 | 0.6826 | 0.8262 |
263
- | No log | 20.1905 | 424 | 0.7112 | 0.5482 | 0.7112 | 0.8433 |
264
- | No log | 20.2857 | 426 | 0.7722 | 0.5756 | 0.7722 | 0.8787 |
265
- | No log | 20.3810 | 428 | 0.7604 | 0.5756 | 0.7604 | 0.8720 |
266
- | No log | 20.4762 | 430 | 0.7172 | 0.5127 | 0.7172 | 0.8468 |
267
- | No log | 20.5714 | 432 | 0.7103 | 0.5483 | 0.7103 | 0.8428 |
268
- | No log | 20.6667 | 434 | 0.7210 | 0.5287 | 0.7210 | 0.8491 |
269
- | No log | 20.7619 | 436 | 0.7072 | 0.5366 | 0.7072 | 0.8409 |
270
- | No log | 20.8571 | 438 | 0.7122 | 0.5678 | 0.7122 | 0.8439 |
271
- | No log | 20.9524 | 440 | 0.7511 | 0.5147 | 0.7511 | 0.8667 |
272
- | No log | 21.0476 | 442 | 0.8032 | 0.5124 | 0.8032 | 0.8962 |
273
- | No log | 21.1429 | 444 | 0.8290 | 0.5319 | 0.8290 | 0.9105 |
274
- | No log | 21.2381 | 446 | 0.7784 | 0.5644 | 0.7784 | 0.8823 |
275
- | No log | 21.3333 | 448 | 0.6875 | 0.5872 | 0.6875 | 0.8292 |
276
- | No log | 21.4286 | 450 | 0.6568 | 0.5742 | 0.6568 | 0.8105 |
277
- | No log | 21.5238 | 452 | 0.6833 | 0.5698 | 0.6833 | 0.8266 |
278
- | No log | 21.6190 | 454 | 0.6707 | 0.5902 | 0.6707 | 0.8190 |
279
- | No log | 21.7143 | 456 | 0.6551 | 0.5935 | 0.6551 | 0.8094 |
280
- | No log | 21.8095 | 458 | 0.6949 | 0.5787 | 0.6949 | 0.8336 |
281
- | No log | 21.9048 | 460 | 0.7435 | 0.5243 | 0.7435 | 0.8622 |
282
- | No log | 22.0 | 462 | 0.7499 | 0.5243 | 0.7499 | 0.8659 |
283
- | No log | 22.0952 | 464 | 0.7247 | 0.5039 | 0.7247 | 0.8513 |
284
- | No log | 22.1905 | 466 | 0.6862 | 0.5666 | 0.6862 | 0.8284 |
285
- | No log | 22.2857 | 468 | 0.6737 | 0.5249 | 0.6737 | 0.8208 |
286
- | No log | 22.3810 | 470 | 0.6804 | 0.5125 | 0.6804 | 0.8248 |
287
- | No log | 22.4762 | 472 | 0.6985 | 0.5558 | 0.6985 | 0.8358 |
288
- | No log | 22.5714 | 474 | 0.7614 | 0.5046 | 0.7614 | 0.8726 |
289
- | No log | 22.6667 | 476 | 0.8385 | 0.4910 | 0.8385 | 0.9157 |
290
- | No log | 22.7619 | 478 | 0.8302 | 0.5330 | 0.8302 | 0.9112 |
291
- | No log | 22.8571 | 480 | 0.7574 | 0.5163 | 0.7574 | 0.8703 |
292
- | No log | 22.9524 | 482 | 0.7118 | 0.4995 | 0.7118 | 0.8437 |
293
- | No log | 23.0476 | 484 | 0.7187 | 0.5402 | 0.7187 | 0.8478 |
294
- | No log | 23.1429 | 486 | 0.7256 | 0.4819 | 0.7256 | 0.8518 |
295
- | No log | 23.2381 | 488 | 0.7201 | 0.5386 | 0.7201 | 0.8486 |
296
- | No log | 23.3333 | 490 | 0.7239 | 0.5002 | 0.7239 | 0.8508 |
297
- | No log | 23.4286 | 492 | 0.7167 | 0.5036 | 0.7167 | 0.8466 |
298
- | No log | 23.5238 | 494 | 0.7142 | 0.5029 | 0.7142 | 0.8451 |
299
- | No log | 23.6190 | 496 | 0.7133 | 0.5463 | 0.7133 | 0.8446 |
300
- | No log | 23.7143 | 498 | 0.7161 | 0.5894 | 0.7161 | 0.8462 |
301
- | 0.2502 | 23.8095 | 500 | 0.7110 | 0.5786 | 0.7110 | 0.8432 |
302
- | 0.2502 | 23.9048 | 502 | 0.6917 | 0.5155 | 0.6917 | 0.8317 |
303
- | 0.2502 | 24.0 | 504 | 0.6810 | 0.5076 | 0.6810 | 0.8252 |
304
- | 0.2502 | 24.0952 | 506 | 0.6803 | 0.5076 | 0.6803 | 0.8248 |
305
- | 0.2502 | 24.1905 | 508 | 0.6777 | 0.4706 | 0.6777 | 0.8232 |
306
- | 0.2502 | 24.2857 | 510 | 0.6793 | 0.5368 | 0.6793 | 0.8242 |
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k7_task5_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k7_task5_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: 0.6290
19
+ - Qwk: 0.5315
20
+ - Mse: 0.6290
21
+ - Rmse: 0.7931
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0833 | 2 | 4.0787 | 0.0130 | 4.0787 | 2.0196 |
53
+ | No log | 0.1667 | 4 | 2.5344 | -0.0274 | 2.5344 | 1.5920 |
54
+ | No log | 0.25 | 6 | 1.4940 | 0.0460 | 1.4940 | 1.2223 |
55
+ | No log | 0.3333 | 8 | 1.1651 | 0.1901 | 1.1651 | 1.0794 |
56
+ | No log | 0.4167 | 10 | 1.0271 | 0.2239 | 1.0271 | 1.0134 |
57
+ | No log | 0.5 | 12 | 1.0403 | 0.1263 | 1.0403 | 1.0199 |
58
+ | No log | 0.5833 | 14 | 0.9673 | 0.2770 | 0.9673 | 0.9835 |
59
+ | No log | 0.6667 | 16 | 1.1427 | 0.1618 | 1.1427 | 1.0690 |
60
+ | No log | 0.75 | 18 | 1.7266 | 0.1450 | 1.7266 | 1.3140 |
61
+ | No log | 0.8333 | 20 | 1.8829 | 0.1039 | 1.8829 | 1.3722 |
62
+ | No log | 0.9167 | 22 | 1.6161 | 0.1084 | 1.6161 | 1.2713 |
63
+ | No log | 1.0 | 24 | 1.2964 | 0.0627 | 1.2964 | 1.1386 |
64
+ | No log | 1.0833 | 26 | 1.1049 | 0.2094 | 1.1049 | 1.0512 |
65
+ | No log | 1.1667 | 28 | 1.0236 | 0.2640 | 1.0236 | 1.0117 |
66
+ | No log | 1.25 | 30 | 0.9542 | 0.3340 | 0.9542 | 0.9768 |
67
+ | No log | 1.3333 | 32 | 0.9419 | 0.3340 | 0.9419 | 0.9705 |
68
+ | No log | 1.4167 | 34 | 1.0354 | 0.2752 | 1.0354 | 1.0175 |
69
+ | No log | 1.5 | 36 | 1.0456 | 0.3110 | 1.0456 | 1.0226 |
70
+ | No log | 1.5833 | 38 | 0.8864 | 0.4042 | 0.8864 | 0.9415 |
71
+ | No log | 1.6667 | 40 | 0.8439 | 0.4024 | 0.8439 | 0.9186 |
72
+ | No log | 1.75 | 42 | 0.8664 | 0.3571 | 0.8664 | 0.9308 |
73
+ | No log | 1.8333 | 44 | 0.7751 | 0.4489 | 0.7751 | 0.8804 |
74
+ | No log | 1.9167 | 46 | 0.8253 | 0.4591 | 0.8253 | 0.9084 |
75
+ | No log | 2.0 | 48 | 0.9717 | 0.2523 | 0.9717 | 0.9858 |
76
+ | No log | 2.0833 | 50 | 0.8308 | 0.4715 | 0.8308 | 0.9115 |
77
+ | No log | 2.1667 | 52 | 0.8189 | 0.3719 | 0.8189 | 0.9049 |
78
+ | No log | 2.25 | 54 | 0.9263 | 0.4541 | 0.9263 | 0.9624 |
79
+ | No log | 2.3333 | 56 | 0.9162 | 0.4056 | 0.9162 | 0.9572 |
80
+ | No log | 2.4167 | 58 | 0.7710 | 0.4416 | 0.7710 | 0.8780 |
81
+ | No log | 2.5 | 60 | 0.9178 | 0.4341 | 0.9178 | 0.9580 |
82
+ | No log | 2.5833 | 62 | 0.9077 | 0.4341 | 0.9077 | 0.9528 |
83
+ | No log | 2.6667 | 64 | 0.7305 | 0.4903 | 0.7305 | 0.8547 |
84
+ | No log | 2.75 | 66 | 0.8584 | 0.3590 | 0.8584 | 0.9265 |
85
+ | No log | 2.8333 | 68 | 1.0132 | 0.3433 | 1.0132 | 1.0066 |
86
+ | No log | 2.9167 | 70 | 0.8499 | 0.3497 | 0.8499 | 0.9219 |
87
+ | No log | 3.0 | 72 | 0.6393 | 0.6046 | 0.6393 | 0.7996 |
88
+ | No log | 3.0833 | 74 | 0.7353 | 0.5342 | 0.7353 | 0.8575 |
89
+ | No log | 3.1667 | 76 | 0.6865 | 0.6081 | 0.6865 | 0.8286 |
90
+ | No log | 3.25 | 78 | 0.6899 | 0.5672 | 0.6899 | 0.8306 |
91
+ | No log | 3.3333 | 80 | 1.1352 | 0.4228 | 1.1352 | 1.0655 |
92
+ | No log | 3.4167 | 82 | 1.2227 | 0.3642 | 1.2227 | 1.1058 |
93
+ | No log | 3.5 | 84 | 0.9113 | 0.4425 | 0.9113 | 0.9546 |
94
+ | No log | 3.5833 | 86 | 0.6981 | 0.6067 | 0.6981 | 0.8355 |
95
+ | No log | 3.6667 | 88 | 0.6689 | 0.5682 | 0.6689 | 0.8179 |
96
+ | No log | 3.75 | 90 | 0.6965 | 0.6188 | 0.6965 | 0.8345 |
97
+ | No log | 3.8333 | 92 | 0.6806 | 0.6196 | 0.6806 | 0.8250 |
98
+ | No log | 3.9167 | 94 | 0.6863 | 0.5474 | 0.6863 | 0.8285 |
99
+ | No log | 4.0 | 96 | 0.6539 | 0.6275 | 0.6539 | 0.8086 |
100
+ | No log | 4.0833 | 98 | 0.6603 | 0.6087 | 0.6603 | 0.8126 |
101
+ | No log | 4.1667 | 100 | 0.6594 | 0.6520 | 0.6594 | 0.8120 |
102
+ | No log | 4.25 | 102 | 0.6948 | 0.5416 | 0.6948 | 0.8336 |
103
+ | No log | 4.3333 | 104 | 0.7291 | 0.5492 | 0.7291 | 0.8539 |
104
+ | No log | 4.4167 | 106 | 0.6684 | 0.6782 | 0.6684 | 0.8176 |
105
+ | No log | 4.5 | 108 | 0.6997 | 0.5934 | 0.6997 | 0.8365 |
106
+ | No log | 4.5833 | 110 | 0.7608 | 0.4914 | 0.7608 | 0.8723 |
107
+ | No log | 4.6667 | 112 | 0.8697 | 0.4982 | 0.8697 | 0.9326 |
108
+ | No log | 4.75 | 114 | 0.8055 | 0.5387 | 0.8055 | 0.8975 |
109
+ | No log | 4.8333 | 116 | 0.8496 | 0.5188 | 0.8496 | 0.9217 |
110
+ | No log | 4.9167 | 118 | 0.8474 | 0.5082 | 0.8474 | 0.9206 |
111
+ | No log | 5.0 | 120 | 0.6529 | 0.5849 | 0.6529 | 0.8080 |
112
+ | No log | 5.0833 | 122 | 0.6183 | 0.4841 | 0.6183 | 0.7863 |
113
+ | No log | 5.1667 | 124 | 0.7701 | 0.4947 | 0.7701 | 0.8775 |
114
+ | No log | 5.25 | 126 | 0.8023 | 0.5172 | 0.8023 | 0.8957 |
115
+ | No log | 5.3333 | 128 | 0.6545 | 0.5018 | 0.6545 | 0.8090 |
116
+ | No log | 5.4167 | 130 | 0.5844 | 0.7013 | 0.5844 | 0.7644 |
117
+ | No log | 5.5 | 132 | 0.7598 | 0.5713 | 0.7598 | 0.8717 |
118
+ | No log | 5.5833 | 134 | 0.6622 | 0.6560 | 0.6622 | 0.8138 |
119
+ | No log | 5.6667 | 136 | 0.6014 | 0.6646 | 0.6014 | 0.7755 |
120
+ | No log | 5.75 | 138 | 0.8653 | 0.5541 | 0.8653 | 0.9302 |
121
+ | No log | 5.8333 | 140 | 0.8845 | 0.5830 | 0.8845 | 0.9405 |
122
+ | No log | 5.9167 | 142 | 0.6925 | 0.5759 | 0.6925 | 0.8322 |
123
+ | No log | 6.0 | 144 | 0.5871 | 0.6067 | 0.5871 | 0.7662 |
124
+ | No log | 6.0833 | 146 | 0.5906 | 0.6470 | 0.5906 | 0.7685 |
125
+ | No log | 6.1667 | 148 | 0.6380 | 0.5841 | 0.6380 | 0.7987 |
126
+ | No log | 6.25 | 150 | 0.7508 | 0.5234 | 0.7508 | 0.8665 |
127
+ | No log | 6.3333 | 152 | 0.7047 | 0.5446 | 0.7047 | 0.8394 |
128
+ | No log | 6.4167 | 154 | 0.6253 | 0.5856 | 0.6253 | 0.7908 |
129
+ | No log | 6.5 | 156 | 0.6440 | 0.6315 | 0.6440 | 0.8025 |
130
+ | No log | 6.5833 | 158 | 0.6232 | 0.6432 | 0.6232 | 0.7894 |
131
+ | No log | 6.6667 | 160 | 0.6195 | 0.5759 | 0.6195 | 0.7871 |
132
+ | No log | 6.75 | 162 | 0.7385 | 0.5235 | 0.7385 | 0.8594 |
133
+ | No log | 6.8333 | 164 | 0.7121 | 0.5336 | 0.7121 | 0.8439 |
134
+ | No log | 6.9167 | 166 | 0.6064 | 0.6517 | 0.6064 | 0.7787 |
135
+ | No log | 7.0 | 168 | 0.6540 | 0.6179 | 0.6540 | 0.8087 |
136
+ | No log | 7.0833 | 170 | 0.7633 | 0.5668 | 0.7633 | 0.8737 |
137
+ | No log | 7.1667 | 172 | 0.7121 | 0.5486 | 0.7121 | 0.8439 |
138
+ | No log | 7.25 | 174 | 0.6276 | 0.6680 | 0.6276 | 0.7922 |
139
+ | No log | 7.3333 | 176 | 0.6230 | 0.6788 | 0.6230 | 0.7893 |
140
+ | No log | 7.4167 | 178 | 0.6386 | 0.6219 | 0.6386 | 0.7991 |
141
+ | No log | 7.5 | 180 | 0.6417 | 0.5373 | 0.6417 | 0.8011 |
142
+ | No log | 7.5833 | 182 | 0.6786 | 0.4984 | 0.6786 | 0.8238 |
143
+ | No log | 7.6667 | 184 | 0.8297 | 0.4508 | 0.8297 | 0.9109 |
144
+ | No log | 7.75 | 186 | 0.7592 | 0.4700 | 0.7592 | 0.8713 |
145
+ | No log | 7.8333 | 188 | 0.6235 | 0.6057 | 0.6235 | 0.7896 |
146
+ | No log | 7.9167 | 190 | 0.6767 | 0.5942 | 0.6767 | 0.8226 |
147
+ | No log | 8.0 | 192 | 0.6785 | 0.5677 | 0.6785 | 0.8237 |
148
+ | No log | 8.0833 | 194 | 0.6305 | 0.7184 | 0.6305 | 0.7940 |
149
+ | No log | 8.1667 | 196 | 0.6800 | 0.6341 | 0.6800 | 0.8246 |
150
+ | No log | 8.25 | 198 | 0.6452 | 0.7184 | 0.6452 | 0.8032 |
151
+ | No log | 8.3333 | 200 | 0.6514 | 0.6446 | 0.6514 | 0.8071 |
152
+ | No log | 8.4167 | 202 | 0.6621 | 0.5833 | 0.6621 | 0.8137 |
153
+ | No log | 8.5 | 204 | 0.6214 | 0.6165 | 0.6214 | 0.7883 |
154
+ | No log | 8.5833 | 206 | 0.6360 | 0.5069 | 0.6360 | 0.7975 |
155
+ | No log | 8.6667 | 208 | 0.7050 | 0.4738 | 0.7050 | 0.8396 |
156
+ | No log | 8.75 | 210 | 0.7117 | 0.4606 | 0.7117 | 0.8436 |
157
+ | No log | 8.8333 | 212 | 0.6827 | 0.4968 | 0.6827 | 0.8263 |
158
+ | No log | 8.9167 | 214 | 0.6446 | 0.5635 | 0.6446 | 0.8028 |
159
+ | No log | 9.0 | 216 | 0.6475 | 0.5565 | 0.6475 | 0.8047 |
160
+ | No log | 9.0833 | 218 | 0.6371 | 0.5678 | 0.6371 | 0.7982 |
161
+ | No log | 9.1667 | 220 | 0.6621 | 0.6246 | 0.6621 | 0.8137 |
162
+ | No log | 9.25 | 222 | 0.8015 | 0.5835 | 0.8015 | 0.8953 |
163
+ | No log | 9.3333 | 224 | 0.7862 | 0.5553 | 0.7862 | 0.8867 |
164
+ | No log | 9.4167 | 226 | 0.6703 | 0.5315 | 0.6703 | 0.8187 |
165
+ | No log | 9.5 | 228 | 0.6399 | 0.5386 | 0.6399 | 0.8000 |
166
+ | No log | 9.5833 | 230 | 0.6357 | 0.5302 | 0.6357 | 0.7973 |
167
+ | No log | 9.6667 | 232 | 0.6368 | 0.5302 | 0.6368 | 0.7980 |
168
+ | No log | 9.75 | 234 | 0.6275 | 0.6054 | 0.6275 | 0.7922 |
169
+ | No log | 9.8333 | 236 | 0.6222 | 0.6054 | 0.6222 | 0.7888 |
170
+ | No log | 9.9167 | 238 | 0.6165 | 0.6272 | 0.6165 | 0.7852 |
171
+ | No log | 10.0 | 240 | 0.6017 | 0.6616 | 0.6017 | 0.7757 |
172
+ | No log | 10.0833 | 242 | 0.6025 | 0.6396 | 0.6025 | 0.7762 |
173
+ | No log | 10.1667 | 244 | 0.5923 | 0.6311 | 0.5923 | 0.7696 |
174
+ | No log | 10.25 | 246 | 0.6045 | 0.6322 | 0.6045 | 0.7775 |
175
+ | No log | 10.3333 | 248 | 0.6200 | 0.5415 | 0.6200 | 0.7874 |
176
+ | No log | 10.4167 | 250 | 0.6228 | 0.5647 | 0.6228 | 0.7892 |
177
+ | No log | 10.5 | 252 | 0.6186 | 0.6241 | 0.6186 | 0.7865 |
178
+ | No log | 10.5833 | 254 | 0.6872 | 0.5666 | 0.6872 | 0.8290 |
179
+ | No log | 10.6667 | 256 | 0.6829 | 0.5560 | 0.6829 | 0.8264 |
180
+ | No log | 10.75 | 258 | 0.6422 | 0.6371 | 0.6422 | 0.8014 |
181
+ | No log | 10.8333 | 260 | 0.6335 | 0.6244 | 0.6335 | 0.7959 |
182
+ | No log | 10.9167 | 262 | 0.6492 | 0.5796 | 0.6492 | 0.8057 |
183
+ | No log | 11.0 | 264 | 0.6599 | 0.5808 | 0.6599 | 0.8123 |
184
+ | No log | 11.0833 | 266 | 0.6591 | 0.5582 | 0.6591 | 0.8118 |
185
+ | No log | 11.1667 | 268 | 0.6398 | 0.5582 | 0.6398 | 0.7999 |
186
+ | No log | 11.25 | 270 | 0.6175 | 0.6035 | 0.6175 | 0.7858 |
187
+ | No log | 11.3333 | 272 | 0.6157 | 0.6364 | 0.6157 | 0.7847 |
188
+ | No log | 11.4167 | 274 | 0.6062 | 0.6606 | 0.6062 | 0.7786 |
189
+ | No log | 11.5 | 276 | 0.6028 | 0.6903 | 0.6028 | 0.7764 |
190
+ | No log | 11.5833 | 278 | 0.6074 | 0.6364 | 0.6074 | 0.7794 |
191
+ | No log | 11.6667 | 280 | 0.6082 | 0.6186 | 0.6082 | 0.7799 |
192
+ | No log | 11.75 | 282 | 0.6058 | 0.6536 | 0.6058 | 0.7784 |
193
+ | No log | 11.8333 | 284 | 0.6257 | 0.7027 | 0.6257 | 0.7910 |
194
+ | No log | 11.9167 | 286 | 0.6312 | 0.7287 | 0.6312 | 0.7945 |
195
+ | No log | 12.0 | 288 | 0.6088 | 0.6350 | 0.6088 | 0.7802 |
196
+ | No log | 12.0833 | 290 | 0.6374 | 0.5439 | 0.6374 | 0.7984 |
197
+ | No log | 12.1667 | 292 | 0.6408 | 0.5439 | 0.6408 | 0.8005 |
198
+ | No log | 12.25 | 294 | 0.6208 | 0.6374 | 0.6208 | 0.7879 |
199
+ | No log | 12.3333 | 296 | 0.6498 | 0.6042 | 0.6498 | 0.8061 |
200
+ | No log | 12.4167 | 298 | 0.6578 | 0.6042 | 0.6578 | 0.8111 |
201
+ | No log | 12.5 | 300 | 0.6049 | 0.6835 | 0.6049 | 0.7778 |
202
+ | No log | 12.5833 | 302 | 0.6072 | 0.5879 | 0.6072 | 0.7792 |
203
+ | No log | 12.6667 | 304 | 0.5889 | 0.6725 | 0.5889 | 0.7674 |
204
+ | No log | 12.75 | 306 | 0.6119 | 0.6167 | 0.6119 | 0.7823 |
205
+ | No log | 12.8333 | 308 | 0.6230 | 0.6240 | 0.6230 | 0.7893 |
206
+ | No log | 12.9167 | 310 | 0.6462 | 0.6683 | 0.6462 | 0.8039 |
207
+ | No log | 13.0 | 312 | 0.6236 | 0.6529 | 0.6236 | 0.7897 |
208
+ | No log | 13.0833 | 314 | 0.5959 | 0.6365 | 0.5959 | 0.7719 |
209
+ | No log | 13.1667 | 316 | 0.6053 | 0.6242 | 0.6053 | 0.7780 |
210
+ | No log | 13.25 | 318 | 0.6201 | 0.5869 | 0.6201 | 0.7875 |
211
+ | No log | 13.3333 | 320 | 0.6285 | 0.6680 | 0.6285 | 0.7928 |
212
+ | No log | 13.4167 | 322 | 0.6664 | 0.6328 | 0.6664 | 0.8163 |
213
+ | No log | 13.5 | 324 | 0.6319 | 0.6177 | 0.6319 | 0.7950 |
214
+ | No log | 13.5833 | 326 | 0.6333 | 0.5409 | 0.6333 | 0.7958 |
215
+ | No log | 13.6667 | 328 | 0.6981 | 0.5873 | 0.6981 | 0.8355 |
216
+ | No log | 13.75 | 330 | 0.6789 | 0.5849 | 0.6789 | 0.8239 |
217
+ | No log | 13.8333 | 332 | 0.6194 | 0.5808 | 0.6194 | 0.7870 |
218
+ | No log | 13.9167 | 334 | 0.6401 | 0.6045 | 0.6401 | 0.8000 |
219
+ | No log | 14.0 | 336 | 0.6503 | 0.6091 | 0.6503 | 0.8064 |
220
+ | No log | 14.0833 | 338 | 0.6164 | 0.6813 | 0.6164 | 0.7851 |
221
+ | No log | 14.1667 | 340 | 0.6115 | 0.6325 | 0.6115 | 0.7820 |
222
+ | No log | 14.25 | 342 | 0.6183 | 0.6234 | 0.6183 | 0.7863 |
223
+ | No log | 14.3333 | 344 | 0.5959 | 0.6259 | 0.5959 | 0.7719 |
224
+ | No log | 14.4167 | 346 | 0.5842 | 0.6470 | 0.5842 | 0.7643 |
225
+ | No log | 14.5 | 348 | 0.5835 | 0.6753 | 0.5835 | 0.7639 |
226
+ | No log | 14.5833 | 350 | 0.5792 | 0.6753 | 0.5792 | 0.7610 |
227
+ | No log | 14.6667 | 352 | 0.5689 | 0.6470 | 0.5689 | 0.7543 |
228
+ | No log | 14.75 | 354 | 0.5996 | 0.5759 | 0.5996 | 0.7744 |
229
+ | No log | 14.8333 | 356 | 0.6141 | 0.5759 | 0.6141 | 0.7836 |
230
+ | No log | 14.9167 | 358 | 0.5786 | 0.6292 | 0.5786 | 0.7606 |
231
+ | No log | 15.0 | 360 | 0.5945 | 0.6252 | 0.5945 | 0.7710 |
232
+ | No log | 15.0833 | 362 | 0.6537 | 0.5822 | 0.6537 | 0.8085 |
233
+ | No log | 15.1667 | 364 | 0.6264 | 0.5975 | 0.6264 | 0.7914 |
234
+ | No log | 15.25 | 366 | 0.5821 | 0.6339 | 0.5821 | 0.7629 |
235
+ | No log | 15.3333 | 368 | 0.6188 | 0.6559 | 0.6188 | 0.7867 |
236
+ | No log | 15.4167 | 370 | 0.7057 | 0.6048 | 0.7057 | 0.8401 |
237
+ | No log | 15.5 | 372 | 0.6746 | 0.6108 | 0.6746 | 0.8213 |
238
+ | No log | 15.5833 | 374 | 0.6331 | 0.6386 | 0.6331 | 0.7957 |
239
+ | No log | 15.6667 | 376 | 0.5927 | 0.6339 | 0.5927 | 0.7699 |
240
+ | No log | 15.75 | 378 | 0.5989 | 0.6397 | 0.5989 | 0.7739 |
241
+ | No log | 15.8333 | 380 | 0.5983 | 0.5847 | 0.5983 | 0.7735 |
242
+ | No log | 15.9167 | 382 | 0.6147 | 0.5783 | 0.6147 | 0.7840 |
243
+ | No log | 16.0 | 384 | 0.6480 | 0.5337 | 0.6480 | 0.8050 |
244
+ | No log | 16.0833 | 386 | 0.6591 | 0.5451 | 0.6591 | 0.8119 |
245
+ | No log | 16.1667 | 388 | 0.6337 | 0.6214 | 0.6337 | 0.7961 |
246
+ | No log | 16.25 | 390 | 0.5960 | 0.6869 | 0.5960 | 0.7720 |
247
+ | No log | 16.3333 | 392 | 0.5984 | 0.6319 | 0.5984 | 0.7735 |
248
+ | No log | 16.4167 | 394 | 0.6023 | 0.6493 | 0.6023 | 0.7761 |
249
+ | No log | 16.5 | 396 | 0.5973 | 0.6319 | 0.5973 | 0.7729 |
250
+ | No log | 16.5833 | 398 | 0.5998 | 0.6430 | 0.5998 | 0.7745 |
251
+ | No log | 16.6667 | 400 | 0.5979 | 0.6745 | 0.5979 | 0.7732 |
252
+ | No log | 16.75 | 402 | 0.5965 | 0.6649 | 0.5965 | 0.7723 |
253
+ | No log | 16.8333 | 404 | 0.6014 | 0.6397 | 0.6014 | 0.7755 |
254
+ | No log | 16.9167 | 406 | 0.6031 | 0.6397 | 0.6031 | 0.7766 |
255
+ | No log | 17.0 | 408 | 0.5979 | 0.6249 | 0.5979 | 0.7732 |
256
+ | No log | 17.0833 | 410 | 0.6009 | 0.6349 | 0.6009 | 0.7752 |
257
+ | No log | 17.1667 | 412 | 0.5932 | 0.6535 | 0.5932 | 0.7702 |
258
+ | No log | 17.25 | 414 | 0.5812 | 0.6349 | 0.5812 | 0.7623 |
259
+ | No log | 17.3333 | 416 | 0.5724 | 0.6681 | 0.5724 | 0.7566 |
260
+ | No log | 17.4167 | 418 | 0.5882 | 0.6815 | 0.5882 | 0.7669 |
261
+ | No log | 17.5 | 420 | 0.6005 | 0.6500 | 0.6005 | 0.7749 |
262
+ | No log | 17.5833 | 422 | 0.6022 | 0.6500 | 0.6022 | 0.7760 |
263
+ | No log | 17.6667 | 424 | 0.5841 | 0.6508 | 0.5841 | 0.7643 |
264
+ | No log | 17.75 | 426 | 0.5796 | 0.6508 | 0.5796 | 0.7613 |
265
+ | No log | 17.8333 | 428 | 0.5820 | 0.6164 | 0.5820 | 0.7629 |
266
+ | No log | 17.9167 | 430 | 0.5820 | 0.6479 | 0.5820 | 0.7629 |
267
+ | No log | 18.0 | 432 | 0.5784 | 0.6770 | 0.5784 | 0.7605 |
268
+ | No log | 18.0833 | 434 | 0.5746 | 0.7026 | 0.5746 | 0.7580 |
269
+ | No log | 18.1667 | 436 | 0.5917 | 0.6997 | 0.5917 | 0.7693 |
270
+ | No log | 18.25 | 438 | 0.6078 | 0.6997 | 0.6078 | 0.7796 |
271
+ | No log | 18.3333 | 440 | 0.5874 | 0.6997 | 0.5874 | 0.7664 |
272
+ | No log | 18.4167 | 442 | 0.5829 | 0.6822 | 0.5829 | 0.7634 |
273
+ | No log | 18.5 | 444 | 0.5926 | 0.6498 | 0.5926 | 0.7698 |
274
+ | No log | 18.5833 | 446 | 0.6254 | 0.5561 | 0.6254 | 0.7909 |
275
+ | No log | 18.6667 | 448 | 0.6808 | 0.5676 | 0.6808 | 0.8251 |
276
+ | No log | 18.75 | 450 | 0.7127 | 0.5770 | 0.7127 | 0.8442 |
277
+ | No log | 18.8333 | 452 | 0.6717 | 0.5738 | 0.6717 | 0.8196 |
278
+ | No log | 18.9167 | 454 | 0.6177 | 0.6535 | 0.6177 | 0.7859 |
279
+ | No log | 19.0 | 456 | 0.6072 | 0.6822 | 0.6072 | 0.7793 |
280
+ | No log | 19.0833 | 458 | 0.6149 | 0.6822 | 0.6149 | 0.7842 |
281
+ | No log | 19.1667 | 460 | 0.6084 | 0.6861 | 0.6084 | 0.7800 |
282
+ | No log | 19.25 | 462 | 0.6702 | 0.6098 | 0.6702 | 0.8187 |
283
+ | No log | 19.3333 | 464 | 0.8135 | 0.5759 | 0.8135 | 0.9019 |
284
+ | No log | 19.4167 | 466 | 0.8905 | 0.5484 | 0.8905 | 0.9437 |
285
+ | No log | 19.5 | 468 | 0.8182 | 0.5759 | 0.8182 | 0.9046 |
286
+ | No log | 19.5833 | 470 | 0.6881 | 0.5748 | 0.6881 | 0.8295 |
287
+ | No log | 19.6667 | 472 | 0.6253 | 0.5945 | 0.6253 | 0.7907 |
288
+ | No log | 19.75 | 474 | 0.6194 | 0.6286 | 0.6194 | 0.7870 |
289
+ | No log | 19.8333 | 476 | 0.6221 | 0.6488 | 0.6221 | 0.7887 |
290
+ | No log | 19.9167 | 478 | 0.6203 | 0.6575 | 0.6203 | 0.7876 |
291
+ | No log | 20.0 | 480 | 0.6329 | 0.5930 | 0.6329 | 0.7955 |
292
+ | No log | 20.0833 | 482 | 0.6701 | 0.5862 | 0.6701 | 0.8186 |
293
+ | No log | 20.1667 | 484 | 0.6799 | 0.5849 | 0.6799 | 0.8245 |
294
+ | No log | 20.25 | 486 | 0.6596 | 0.5826 | 0.6596 | 0.8121 |
295
+ | No log | 20.3333 | 488 | 0.6275 | 0.5930 | 0.6275 | 0.7922 |
296
+ | No log | 20.4167 | 490 | 0.6191 | 0.5950 | 0.6191 | 0.7868 |
297
+ | No log | 20.5 | 492 | 0.6290 | 0.5862 | 0.6290 | 0.7931 |
298
+ | No log | 20.5833 | 494 | 0.6317 | 0.5746 | 0.6317 | 0.7948 |
299
+ | No log | 20.6667 | 496 | 0.6300 | 0.5972 | 0.6300 | 0.7937 |
300
+ | No log | 20.75 | 498 | 0.6229 | 0.6259 | 0.6229 | 0.7892 |
301
+ | 0.2479 | 20.8333 | 500 | 0.6203 | 0.6246 | 0.6203 | 0.7876 |
302
+ | 0.2479 | 20.9167 | 502 | 0.6270 | 0.5915 | 0.6270 | 0.7918 |
303
+ | 0.2479 | 21.0 | 504 | 0.6166 | 0.6107 | 0.6166 | 0.7852 |
304
+ | 0.2479 | 21.0833 | 506 | 0.6166 | 0.6408 | 0.6166 | 0.7853 |
305
+ | 0.2479 | 21.1667 | 508 | 0.6286 | 0.6594 | 0.6286 | 0.7928 |
306
+ | 0.2479 | 21.25 | 510 | 0.6324 | 0.6408 | 0.6324 | 0.7952 |
307
+ | 0.2479 | 21.3333 | 512 | 0.6236 | 0.6440 | 0.6236 | 0.7897 |
308
+ | 0.2479 | 21.4167 | 514 | 0.6137 | 0.6246 | 0.6137 | 0.7834 |
309
+ | 0.2479 | 21.5 | 516 | 0.6301 | 0.5737 | 0.6301 | 0.7938 |
310
+ | 0.2479 | 21.5833 | 518 | 0.6662 | 0.5450 | 0.6662 | 0.8162 |
311
+ | 0.2479 | 21.6667 | 520 | 0.6626 | 0.5214 | 0.6626 | 0.8140 |
312
+ | 0.2479 | 21.75 | 522 | 0.6290 | 0.5315 | 0.6290 | 0.7931 |
313
 
314
 
315
  ### Framework versions