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ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k8_task2_organization

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bert
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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: ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k7_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k7_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.6328
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- - Qwk: 0.5380
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- - Mse: 0.6328
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- - Rmse: 0.7955
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  ## Model description
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@@ -49,261 +49,309 @@ 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 | 0.0541 | 2 | 4.4177 | -0.0232 | 4.4177 | 2.1018 |
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- | No log | 0.1081 | 4 | 2.4446 | 0.0331 | 2.4446 | 1.5635 |
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- | No log | 0.1622 | 6 | 1.4120 | -0.0085 | 1.4120 | 1.1883 |
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- | No log | 0.2162 | 8 | 1.1233 | -0.0980 | 1.1233 | 1.0599 |
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- | No log | 0.2703 | 10 | 0.9070 | 0.0931 | 0.9070 | 0.9524 |
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- | No log | 0.3243 | 12 | 0.9856 | 0.0533 | 0.9856 | 0.9928 |
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- | No log | 0.3784 | 14 | 1.0822 | -0.0247 | 1.0822 | 1.0403 |
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- | No log | 0.4324 | 16 | 0.9235 | 0.0998 | 0.9235 | 0.9610 |
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- | No log | 0.4865 | 18 | 1.0599 | 0.0087 | 1.0599 | 1.0295 |
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- | No log | 0.5405 | 20 | 0.9621 | 0.0975 | 0.9621 | 0.9808 |
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- | No log | 0.5946 | 22 | 0.8111 | 0.2207 | 0.8111 | 0.9006 |
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- | No log | 0.6486 | 24 | 0.7660 | 0.2855 | 0.7660 | 0.8752 |
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- | No log | 0.7027 | 26 | 0.7455 | 0.2177 | 0.7455 | 0.8634 |
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- | No log | 0.7568 | 28 | 0.7294 | 0.2631 | 0.7294 | 0.8541 |
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- | No log | 0.8108 | 30 | 0.8128 | 0.3566 | 0.8128 | 0.9015 |
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- | No log | 0.8649 | 32 | 1.7383 | 0.1465 | 1.7383 | 1.3185 |
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- | No log | 0.9189 | 34 | 1.6950 | 0.1681 | 1.6950 | 1.3019 |
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- | No log | 0.9730 | 36 | 1.1035 | 0.3140 | 1.1035 | 1.0505 |
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- | No log | 1.0270 | 38 | 1.1002 | 0.2983 | 1.1002 | 1.0489 |
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- | No log | 1.0811 | 40 | 0.9777 | 0.3012 | 0.9777 | 0.9888 |
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- | No log | 1.1351 | 42 | 1.3158 | 0.1862 | 1.3158 | 1.1471 |
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- | No log | 1.1892 | 44 | 1.0061 | 0.2512 | 1.0061 | 1.0030 |
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- | No log | 1.2432 | 46 | 0.7876 | 0.2947 | 0.7876 | 0.8875 |
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- | No log | 1.2973 | 48 | 0.7621 | 0.3405 | 0.7621 | 0.8730 |
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- | No log | 1.3514 | 50 | 0.9254 | 0.2028 | 0.9254 | 0.9620 |
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- | No log | 1.4054 | 52 | 1.1212 | 0.1669 | 1.1212 | 1.0589 |
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- | No log | 1.4595 | 54 | 1.0159 | 0.1851 | 1.0159 | 1.0079 |
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- | No log | 1.5135 | 56 | 0.7467 | 0.3272 | 0.7467 | 0.8641 |
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- | No log | 1.5676 | 58 | 0.6675 | 0.3416 | 0.6675 | 0.8170 |
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- | No log | 1.6216 | 60 | 0.6904 | 0.3569 | 0.6904 | 0.8309 |
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- | No log | 1.6757 | 62 | 0.8232 | 0.2537 | 0.8232 | 0.9073 |
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- | No log | 1.7297 | 64 | 0.7470 | 0.3903 | 0.7470 | 0.8643 |
84
- | No log | 1.7838 | 66 | 0.7627 | 0.3282 | 0.7627 | 0.8734 |
85
- | No log | 1.8378 | 68 | 0.6798 | 0.3884 | 0.6798 | 0.8245 |
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- | No log | 1.8919 | 70 | 0.6340 | 0.3896 | 0.6340 | 0.7962 |
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- | No log | 1.9459 | 72 | 0.6520 | 0.4091 | 0.6520 | 0.8075 |
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- | No log | 2.0 | 74 | 0.9590 | 0.3812 | 0.9590 | 0.9793 |
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- | No log | 2.0541 | 76 | 1.1842 | 0.2864 | 1.1842 | 1.0882 |
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- | No log | 2.1081 | 78 | 1.3699 | 0.2527 | 1.3699 | 1.1704 |
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- | No log | 2.1622 | 80 | 0.8975 | 0.4352 | 0.8975 | 0.9473 |
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- | No log | 2.2162 | 82 | 0.6243 | 0.4225 | 0.6243 | 0.7901 |
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- | No log | 2.2703 | 84 | 0.6024 | 0.4259 | 0.6024 | 0.7761 |
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- | No log | 2.3243 | 86 | 0.6015 | 0.4085 | 0.6015 | 0.7756 |
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- | No log | 2.3784 | 88 | 0.6168 | 0.4409 | 0.6168 | 0.7853 |
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- | No log | 2.4324 | 90 | 0.7056 | 0.3746 | 0.7056 | 0.8400 |
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- | No log | 2.4865 | 92 | 0.7316 | 0.4007 | 0.7316 | 0.8553 |
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- | No log | 2.5405 | 94 | 0.7080 | 0.3807 | 0.7080 | 0.8414 |
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- | No log | 2.5946 | 96 | 0.7614 | 0.3293 | 0.7614 | 0.8726 |
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- | No log | 2.6486 | 98 | 0.7176 | 0.4097 | 0.7176 | 0.8471 |
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- | No log | 2.7027 | 100 | 0.8667 | 0.3397 | 0.8667 | 0.9310 |
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- | No log | 2.7568 | 102 | 0.8551 | 0.3063 | 0.8551 | 0.9247 |
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- | No log | 2.8108 | 104 | 0.7022 | 0.3765 | 0.7022 | 0.8380 |
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- | No log | 2.8649 | 106 | 0.6770 | 0.4229 | 0.6770 | 0.8228 |
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- | No log | 2.9189 | 108 | 0.6640 | 0.4162 | 0.6640 | 0.8149 |
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- | No log | 2.9730 | 110 | 0.6572 | 0.4381 | 0.6572 | 0.8107 |
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- | No log | 3.0270 | 112 | 0.6675 | 0.3930 | 0.6675 | 0.8170 |
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- | No log | 3.0811 | 114 | 0.7357 | 0.3524 | 0.7357 | 0.8577 |
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- | No log | 3.1351 | 116 | 0.7417 | 0.3976 | 0.7417 | 0.8612 |
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- | No log | 3.1892 | 118 | 0.6520 | 0.5025 | 0.6520 | 0.8074 |
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- | No log | 3.2432 | 120 | 0.6659 | 0.4973 | 0.6659 | 0.8160 |
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- | No log | 3.2973 | 122 | 0.7123 | 0.4879 | 0.7123 | 0.8440 |
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- | No log | 3.3514 | 124 | 0.9482 | 0.4865 | 0.9482 | 0.9738 |
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- | No log | 3.4054 | 126 | 0.8448 | 0.4929 | 0.8448 | 0.9192 |
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- | No log | 3.4595 | 128 | 0.6813 | 0.4347 | 0.6813 | 0.8254 |
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- | No log | 3.5135 | 130 | 0.6768 | 0.5334 | 0.6768 | 0.8227 |
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- | No log | 3.5676 | 132 | 0.7154 | 0.4608 | 0.7154 | 0.8458 |
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- | No log | 3.6216 | 134 | 0.8643 | 0.5087 | 0.8643 | 0.9297 |
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- | No log | 3.6757 | 136 | 0.7755 | 0.4483 | 0.7755 | 0.8806 |
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- | No log | 3.7297 | 138 | 0.6973 | 0.5056 | 0.6973 | 0.8350 |
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- | No log | 3.7838 | 140 | 0.7288 | 0.5044 | 0.7288 | 0.8537 |
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- | No log | 3.8378 | 142 | 0.6825 | 0.5082 | 0.6825 | 0.8261 |
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- | No log | 3.8919 | 144 | 0.6561 | 0.4011 | 0.6561 | 0.8100 |
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- | No log | 3.9459 | 146 | 0.6568 | 0.4594 | 0.6568 | 0.8104 |
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- | No log | 4.0 | 148 | 0.6721 | 0.5012 | 0.6721 | 0.8198 |
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- | No log | 4.0541 | 150 | 0.6587 | 0.4132 | 0.6587 | 0.8116 |
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- | No log | 4.1081 | 152 | 0.8500 | 0.4332 | 0.8500 | 0.9220 |
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- | No log | 4.1622 | 154 | 0.7962 | 0.4213 | 0.7962 | 0.8923 |
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- | No log | 4.2162 | 156 | 0.6778 | 0.4267 | 0.6778 | 0.8233 |
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- | No log | 4.2703 | 158 | 0.6417 | 0.4792 | 0.6417 | 0.8011 |
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- | No log | 4.3243 | 160 | 0.7046 | 0.4697 | 0.7046 | 0.8394 |
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- | No log | 4.3784 | 162 | 0.8233 | 0.4469 | 0.8233 | 0.9074 |
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- | No log | 4.4324 | 164 | 0.9290 | 0.3560 | 0.9290 | 0.9638 |
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- | No log | 4.4865 | 166 | 0.7974 | 0.4083 | 0.7974 | 0.8930 |
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- | No log | 4.5405 | 168 | 0.6712 | 0.4889 | 0.6712 | 0.8193 |
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- | No log | 4.5946 | 170 | 0.5872 | 0.5019 | 0.5872 | 0.7663 |
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- | No log | 4.6486 | 172 | 0.5888 | 0.5019 | 0.5888 | 0.7673 |
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- | No log | 4.7027 | 174 | 0.6775 | 0.4678 | 0.6775 | 0.8231 |
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- | No log | 4.7568 | 176 | 0.7689 | 0.4546 | 0.7689 | 0.8769 |
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- | No log | 4.8108 | 178 | 0.6510 | 0.4416 | 0.6510 | 0.8068 |
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- | No log | 4.8649 | 180 | 0.6048 | 0.4708 | 0.6048 | 0.7777 |
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- | No log | 4.9189 | 182 | 0.5994 | 0.4642 | 0.5994 | 0.7742 |
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- | No log | 4.9730 | 184 | 0.6124 | 0.4736 | 0.6124 | 0.7825 |
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- | No log | 5.0270 | 186 | 0.6093 | 0.4773 | 0.6093 | 0.7805 |
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- | No log | 5.0811 | 188 | 0.6041 | 0.5821 | 0.6041 | 0.7772 |
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- | No log | 5.1351 | 190 | 0.6289 | 0.5817 | 0.6289 | 0.7931 |
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- | No log | 5.1892 | 192 | 0.6025 | 0.5478 | 0.6025 | 0.7762 |
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- | No log | 5.2432 | 194 | 0.6738 | 0.5313 | 0.6738 | 0.8208 |
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- | No log | 5.2973 | 196 | 0.7179 | 0.5327 | 0.7179 | 0.8473 |
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- | No log | 5.3514 | 198 | 0.6712 | 0.4907 | 0.6712 | 0.8193 |
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- | No log | 5.4054 | 200 | 0.6936 | 0.4718 | 0.6936 | 0.8328 |
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- | No log | 5.4595 | 202 | 0.6768 | 0.5258 | 0.6768 | 0.8227 |
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- | No log | 5.5135 | 204 | 0.6667 | 0.5264 | 0.6667 | 0.8165 |
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- | No log | 5.5676 | 206 | 0.6836 | 0.4865 | 0.6836 | 0.8268 |
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- | No log | 5.6216 | 208 | 0.6708 | 0.4949 | 0.6708 | 0.8190 |
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- | No log | 5.6757 | 210 | 0.6289 | 0.4833 | 0.6289 | 0.7930 |
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- | No log | 5.7297 | 212 | 0.5888 | 0.4108 | 0.5888 | 0.7673 |
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- | No log | 5.7838 | 214 | 0.6068 | 0.4577 | 0.6068 | 0.7790 |
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- | No log | 5.8378 | 216 | 0.6445 | 0.4579 | 0.6445 | 0.8028 |
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- | No log | 5.8919 | 218 | 0.6208 | 0.4773 | 0.6208 | 0.7879 |
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- | No log | 5.9459 | 220 | 0.6374 | 0.4724 | 0.6374 | 0.7984 |
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- | No log | 6.0 | 222 | 0.7722 | 0.4716 | 0.7722 | 0.8788 |
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- | No log | 6.0541 | 224 | 0.8547 | 0.4495 | 0.8547 | 0.9245 |
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- | No log | 6.1081 | 226 | 0.6979 | 0.4579 | 0.6979 | 0.8354 |
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- | No log | 6.1622 | 228 | 0.6321 | 0.4489 | 0.6321 | 0.7950 |
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- | No log | 6.2162 | 230 | 0.6284 | 0.4422 | 0.6284 | 0.7927 |
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- | No log | 6.2703 | 232 | 0.7027 | 0.4419 | 0.7027 | 0.8383 |
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- | No log | 6.3243 | 234 | 0.6647 | 0.4648 | 0.6647 | 0.8153 |
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- | No log | 6.3784 | 236 | 0.6027 | 0.4064 | 0.6027 | 0.7764 |
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- | No log | 6.4324 | 238 | 0.5976 | 0.4313 | 0.5976 | 0.7731 |
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- | No log | 6.4865 | 240 | 0.6191 | 0.4840 | 0.6191 | 0.7868 |
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- | No log | 6.5405 | 242 | 0.5940 | 0.4570 | 0.5940 | 0.7707 |
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- | No log | 6.5946 | 244 | 0.6113 | 0.4823 | 0.6113 | 0.7819 |
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- | No log | 6.6486 | 246 | 0.6531 | 0.4832 | 0.6531 | 0.8081 |
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- | No log | 6.7027 | 248 | 0.6567 | 0.5038 | 0.6567 | 0.8104 |
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- | No log | 6.7568 | 250 | 0.6102 | 0.4416 | 0.6102 | 0.7811 |
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- | No log | 6.8108 | 252 | 0.6454 | 0.5378 | 0.6454 | 0.8034 |
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- | No log | 6.8649 | 254 | 0.6559 | 0.5751 | 0.6559 | 0.8099 |
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- | No log | 6.9189 | 256 | 0.6110 | 0.4888 | 0.6110 | 0.7817 |
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- | No log | 6.9730 | 258 | 0.6110 | 0.5311 | 0.6110 | 0.7817 |
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- | No log | 7.0270 | 260 | 0.6072 | 0.5454 | 0.6072 | 0.7792 |
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- | No log | 7.0811 | 262 | 0.5951 | 0.5065 | 0.5951 | 0.7715 |
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- | No log | 7.1351 | 264 | 0.5926 | 0.4975 | 0.5926 | 0.7698 |
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- | No log | 7.1892 | 266 | 0.5959 | 0.5860 | 0.5959 | 0.7719 |
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- | No log | 7.2432 | 268 | 0.6844 | 0.5683 | 0.6844 | 0.8273 |
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- | No log | 7.2973 | 270 | 0.6879 | 0.5797 | 0.6879 | 0.8294 |
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- | No log | 7.3514 | 272 | 0.6444 | 0.5364 | 0.6444 | 0.8028 |
188
- | No log | 7.4054 | 274 | 0.6360 | 0.5360 | 0.6360 | 0.7975 |
189
- | No log | 7.4595 | 276 | 0.7052 | 0.5249 | 0.7052 | 0.8398 |
190
- | No log | 7.5135 | 278 | 0.6852 | 0.5019 | 0.6852 | 0.8277 |
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- | No log | 7.5676 | 280 | 0.5779 | 0.5238 | 0.5779 | 0.7602 |
192
- | No log | 7.6216 | 282 | 0.5701 | 0.5257 | 0.5701 | 0.7551 |
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- | No log | 7.6757 | 284 | 0.5823 | 0.5074 | 0.5823 | 0.7631 |
194
- | No log | 7.7297 | 286 | 0.5542 | 0.5632 | 0.5542 | 0.7444 |
195
- | No log | 7.7838 | 288 | 0.6014 | 0.4880 | 0.6014 | 0.7755 |
196
- | No log | 7.8378 | 290 | 0.5924 | 0.5168 | 0.5924 | 0.7697 |
197
- | No log | 7.8919 | 292 | 0.5761 | 0.5241 | 0.5761 | 0.7590 |
198
- | No log | 7.9459 | 294 | 0.6026 | 0.5462 | 0.6026 | 0.7763 |
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- | No log | 8.0 | 296 | 0.6079 | 0.5301 | 0.6079 | 0.7797 |
200
- | No log | 8.0541 | 298 | 0.6036 | 0.5684 | 0.6036 | 0.7769 |
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- | No log | 8.1081 | 300 | 0.5994 | 0.5185 | 0.5994 | 0.7742 |
202
- | No log | 8.1622 | 302 | 0.7012 | 0.4614 | 0.7012 | 0.8374 |
203
- | No log | 8.2162 | 304 | 0.6667 | 0.4708 | 0.6667 | 0.8165 |
204
- | No log | 8.2703 | 306 | 0.5857 | 0.4959 | 0.5857 | 0.7653 |
205
- | No log | 8.3243 | 308 | 0.5622 | 0.5414 | 0.5622 | 0.7498 |
206
- | No log | 8.3784 | 310 | 0.6772 | 0.4375 | 0.6772 | 0.8229 |
207
- | No log | 8.4324 | 312 | 0.7920 | 0.4722 | 0.7920 | 0.8899 |
208
- | No log | 8.4865 | 314 | 0.7538 | 0.4899 | 0.7538 | 0.8682 |
209
- | No log | 8.5405 | 316 | 0.6463 | 0.4549 | 0.6463 | 0.8040 |
210
- | No log | 8.5946 | 318 | 0.6431 | 0.4882 | 0.6431 | 0.8020 |
211
- | No log | 8.6486 | 320 | 0.7479 | 0.4346 | 0.7479 | 0.8648 |
212
- | No log | 8.7027 | 322 | 0.8025 | 0.4328 | 0.8025 | 0.8958 |
213
- | No log | 8.7568 | 324 | 0.6373 | 0.4891 | 0.6373 | 0.7983 |
214
- | No log | 8.8108 | 326 | 0.5844 | 0.4287 | 0.5844 | 0.7645 |
215
- | No log | 8.8649 | 328 | 0.5809 | 0.4851 | 0.5809 | 0.7621 |
216
- | No log | 8.9189 | 330 | 0.6091 | 0.5101 | 0.6091 | 0.7805 |
217
- | No log | 8.9730 | 332 | 0.6474 | 0.4956 | 0.6474 | 0.8046 |
218
- | No log | 9.0270 | 334 | 0.6485 | 0.4990 | 0.6485 | 0.8053 |
219
- | No log | 9.0811 | 336 | 0.6115 | 0.5344 | 0.6115 | 0.7820 |
220
- | No log | 9.1351 | 338 | 0.6098 | 0.5444 | 0.6098 | 0.7809 |
221
- | No log | 9.1892 | 340 | 0.6005 | 0.5189 | 0.6005 | 0.7749 |
222
- | No log | 9.2432 | 342 | 0.5684 | 0.5507 | 0.5684 | 0.7539 |
223
- | No log | 9.2973 | 344 | 0.5632 | 0.5497 | 0.5632 | 0.7504 |
224
- | No log | 9.3514 | 346 | 0.5715 | 0.5518 | 0.5715 | 0.7560 |
225
- | No log | 9.4054 | 348 | 0.6002 | 0.5606 | 0.6002 | 0.7747 |
226
- | No log | 9.4595 | 350 | 0.5953 | 0.5606 | 0.5953 | 0.7715 |
227
- | No log | 9.5135 | 352 | 0.5821 | 0.5166 | 0.5821 | 0.7630 |
228
- | No log | 9.5676 | 354 | 0.5869 | 0.4926 | 0.5869 | 0.7661 |
229
- | No log | 9.6216 | 356 | 0.5712 | 0.5371 | 0.5712 | 0.7558 |
230
- | No log | 9.6757 | 358 | 0.5736 | 0.5339 | 0.5736 | 0.7574 |
231
- | No log | 9.7297 | 360 | 0.6025 | 0.5079 | 0.6025 | 0.7762 |
232
- | No log | 9.7838 | 362 | 0.6342 | 0.5095 | 0.6342 | 0.7964 |
233
- | No log | 9.8378 | 364 | 0.6399 | 0.5244 | 0.6399 | 0.7999 |
234
- | No log | 9.8919 | 366 | 0.6686 | 0.52 | 0.6686 | 0.8177 |
235
- | No log | 9.9459 | 368 | 0.6342 | 0.5107 | 0.6342 | 0.7964 |
236
- | No log | 10.0 | 370 | 0.6417 | 0.5277 | 0.6417 | 0.8011 |
237
- | No log | 10.0541 | 372 | 0.6358 | 0.5348 | 0.6358 | 0.7974 |
238
- | No log | 10.1081 | 374 | 0.6602 | 0.5124 | 0.6602 | 0.8126 |
239
- | No log | 10.1622 | 376 | 0.6560 | 0.5090 | 0.6560 | 0.8099 |
240
- | No log | 10.2162 | 378 | 0.5962 | 0.5655 | 0.5962 | 0.7721 |
241
- | No log | 10.2703 | 380 | 0.6176 | 0.5352 | 0.6176 | 0.7859 |
242
- | No log | 10.3243 | 382 | 0.6060 | 0.4943 | 0.6060 | 0.7784 |
243
- | No log | 10.3784 | 384 | 0.5946 | 0.5279 | 0.5946 | 0.7711 |
244
- | No log | 10.4324 | 386 | 0.5943 | 0.5314 | 0.5943 | 0.7709 |
245
- | No log | 10.4865 | 388 | 0.5885 | 0.5210 | 0.5885 | 0.7671 |
246
- | No log | 10.5405 | 390 | 0.5979 | 0.5367 | 0.5979 | 0.7732 |
247
- | No log | 10.5946 | 392 | 0.5968 | 0.5549 | 0.5968 | 0.7725 |
248
- | No log | 10.6486 | 394 | 0.5978 | 0.5188 | 0.5978 | 0.7732 |
249
- | No log | 10.7027 | 396 | 0.7272 | 0.4636 | 0.7272 | 0.8528 |
250
- | No log | 10.7568 | 398 | 0.8091 | 0.4061 | 0.8091 | 0.8995 |
251
- | No log | 10.8108 | 400 | 0.6564 | 0.5082 | 0.6564 | 0.8102 |
252
- | No log | 10.8649 | 402 | 0.5671 | 0.5320 | 0.5671 | 0.7531 |
253
- | No log | 10.9189 | 404 | 0.5551 | 0.5384 | 0.5551 | 0.7450 |
254
- | No log | 10.9730 | 406 | 0.5612 | 0.5133 | 0.5612 | 0.7492 |
255
- | No log | 11.0270 | 408 | 0.6126 | 0.4854 | 0.6126 | 0.7827 |
256
- | No log | 11.0811 | 410 | 0.5895 | 0.5170 | 0.5895 | 0.7678 |
257
- | No log | 11.1351 | 412 | 0.5591 | 0.4963 | 0.5591 | 0.7477 |
258
- | No log | 11.1892 | 414 | 0.5565 | 0.5348 | 0.5565 | 0.7460 |
259
- | No log | 11.2432 | 416 | 0.5508 | 0.5545 | 0.5508 | 0.7422 |
260
- | No log | 11.2973 | 418 | 0.5464 | 0.4935 | 0.5464 | 0.7392 |
261
- | No log | 11.3514 | 420 | 0.5421 | 0.5106 | 0.5421 | 0.7363 |
262
- | No log | 11.4054 | 422 | 0.5603 | 0.5495 | 0.5603 | 0.7485 |
263
- | No log | 11.4595 | 424 | 0.6168 | 0.5070 | 0.6168 | 0.7853 |
264
- | No log | 11.5135 | 426 | 0.6191 | 0.5070 | 0.6191 | 0.7868 |
265
- | No log | 11.5676 | 428 | 0.5635 | 0.5644 | 0.5635 | 0.7507 |
266
- | No log | 11.6216 | 430 | 0.5850 | 0.5257 | 0.5850 | 0.7649 |
267
- | No log | 11.6757 | 432 | 0.6209 | 0.5310 | 0.6209 | 0.7880 |
268
- | No log | 11.7297 | 434 | 0.5834 | 0.5522 | 0.5834 | 0.7638 |
269
- | No log | 11.7838 | 436 | 0.5786 | 0.5011 | 0.5786 | 0.7607 |
270
- | No log | 11.8378 | 438 | 0.5735 | 0.4759 | 0.5735 | 0.7573 |
271
- | No log | 11.8919 | 440 | 0.5780 | 0.4559 | 0.5780 | 0.7603 |
272
- | No log | 11.9459 | 442 | 0.5837 | 0.4785 | 0.5837 | 0.7640 |
273
- | No log | 12.0 | 444 | 0.5865 | 0.4646 | 0.5865 | 0.7659 |
274
- | No log | 12.0541 | 446 | 0.5800 | 0.4622 | 0.5800 | 0.7616 |
275
- | No log | 12.1081 | 448 | 0.5693 | 0.4217 | 0.5693 | 0.7545 |
276
- | No log | 12.1622 | 450 | 0.5773 | 0.4455 | 0.5773 | 0.7598 |
277
- | No log | 12.2162 | 452 | 0.5810 | 0.4739 | 0.5810 | 0.7622 |
278
- | No log | 12.2703 | 454 | 0.5633 | 0.4375 | 0.5633 | 0.7505 |
279
- | No log | 12.3243 | 456 | 0.5595 | 0.4620 | 0.5595 | 0.7480 |
280
- | No log | 12.3784 | 458 | 0.5746 | 0.4899 | 0.5746 | 0.7580 |
281
- | No log | 12.4324 | 460 | 0.5599 | 0.4749 | 0.5599 | 0.7483 |
282
- | No log | 12.4865 | 462 | 0.5670 | 0.5158 | 0.5670 | 0.7530 |
283
- | No log | 12.5405 | 464 | 0.6073 | 0.4813 | 0.6073 | 0.7793 |
284
- | No log | 12.5946 | 466 | 0.5839 | 0.53 | 0.5839 | 0.7641 |
285
- | No log | 12.6486 | 468 | 0.5507 | 0.5228 | 0.5507 | 0.7421 |
286
- | No log | 12.7027 | 470 | 0.5473 | 0.5167 | 0.5473 | 0.7398 |
287
- | No log | 12.7568 | 472 | 0.5654 | 0.4917 | 0.5654 | 0.7519 |
288
- | No log | 12.8108 | 474 | 0.6727 | 0.4377 | 0.6727 | 0.8202 |
289
- | No log | 12.8649 | 476 | 0.7439 | 0.4201 | 0.7439 | 0.8625 |
290
- | No log | 12.9189 | 478 | 0.8146 | 0.4461 | 0.8146 | 0.9025 |
291
- | No log | 12.9730 | 480 | 0.7090 | 0.4734 | 0.7090 | 0.8420 |
292
- | No log | 13.0270 | 482 | 0.5676 | 0.4958 | 0.5676 | 0.7534 |
293
- | No log | 13.0811 | 484 | 0.5565 | 0.5539 | 0.5565 | 0.7460 |
294
- | No log | 13.1351 | 486 | 0.5554 | 0.5602 | 0.5554 | 0.7452 |
295
- | No log | 13.1892 | 488 | 0.5381 | 0.5273 | 0.5381 | 0.7335 |
296
- | No log | 13.2432 | 490 | 0.5425 | 0.4355 | 0.5425 | 0.7365 |
297
- | No log | 13.2973 | 492 | 0.5617 | 0.4691 | 0.5617 | 0.7495 |
298
- | No log | 13.3514 | 494 | 0.5621 | 0.4818 | 0.5621 | 0.7497 |
299
- | No log | 13.4054 | 496 | 0.5441 | 0.4863 | 0.5441 | 0.7377 |
300
- | No log | 13.4595 | 498 | 0.5421 | 0.5415 | 0.5421 | 0.7362 |
301
- | 0.3405 | 13.5135 | 500 | 0.5457 | 0.5421 | 0.5457 | 0.7387 |
302
- | 0.3405 | 13.5676 | 502 | 0.5920 | 0.5264 | 0.5920 | 0.7694 |
303
- | 0.3405 | 13.6216 | 504 | 0.7262 | 0.4760 | 0.7262 | 0.8521 |
304
- | 0.3405 | 13.6757 | 506 | 0.7651 | 0.4501 | 0.7651 | 0.8747 |
305
- | 0.3405 | 13.7297 | 508 | 0.6930 | 0.4661 | 0.6930 | 0.8324 |
306
- | 0.3405 | 13.7838 | 510 | 0.6328 | 0.5380 | 0.6328 | 0.7955 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k8_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k8_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.5691
19
+ - Qwk: 0.4368
20
+ - Mse: 0.5691
21
+ - Rmse: 0.7544
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0476 | 2 | 4.4110 | -0.0315 | 4.4110 | 2.1002 |
53
+ | No log | 0.0952 | 4 | 2.7729 | -0.0339 | 2.7729 | 1.6652 |
54
+ | No log | 0.1429 | 6 | 3.0646 | -0.1292 | 3.0646 | 1.7506 |
55
+ | No log | 0.1905 | 8 | 2.4227 | -0.1660 | 2.4227 | 1.5565 |
56
+ | No log | 0.2381 | 10 | 1.1109 | -0.0016 | 1.1109 | 1.0540 |
57
+ | No log | 0.2857 | 12 | 0.9411 | 0.1196 | 0.9411 | 0.9701 |
58
+ | No log | 0.3333 | 14 | 1.9100 | -0.0262 | 1.9100 | 1.3820 |
59
+ | No log | 0.3810 | 16 | 1.7786 | -0.0139 | 1.7786 | 1.3336 |
60
+ | No log | 0.4286 | 18 | 1.0136 | 0.1363 | 1.0136 | 1.0068 |
61
+ | No log | 0.4762 | 20 | 0.8147 | 0.1844 | 0.8147 | 0.9026 |
62
+ | No log | 0.5238 | 22 | 0.8085 | 0.1058 | 0.8085 | 0.8992 |
63
+ | No log | 0.5714 | 24 | 0.7938 | 0.0516 | 0.7938 | 0.8910 |
64
+ | No log | 0.6190 | 26 | 0.7743 | 0.1481 | 0.7743 | 0.8799 |
65
+ | No log | 0.6667 | 28 | 0.7352 | 0.2979 | 0.7352 | 0.8574 |
66
+ | No log | 0.7143 | 30 | 0.7992 | 0.2109 | 0.7992 | 0.8940 |
67
+ | No log | 0.7619 | 32 | 0.7787 | 0.2751 | 0.7787 | 0.8824 |
68
+ | No log | 0.8095 | 34 | 0.6847 | 0.3874 | 0.6847 | 0.8275 |
69
+ | No log | 0.8571 | 36 | 0.6881 | 0.4241 | 0.6881 | 0.8295 |
70
+ | No log | 0.9048 | 38 | 0.8796 | 0.3289 | 0.8796 | 0.9379 |
71
+ | No log | 0.9524 | 40 | 1.4598 | 0.2257 | 1.4598 | 1.2082 |
72
+ | No log | 1.0 | 42 | 1.7806 | 0.1536 | 1.7806 | 1.3344 |
73
+ | No log | 1.0476 | 44 | 1.7099 | 0.1636 | 1.7099 | 1.3076 |
74
+ | No log | 1.0952 | 46 | 1.3750 | 0.2000 | 1.3750 | 1.1726 |
75
+ | No log | 1.1429 | 48 | 0.8878 | 0.3972 | 0.8878 | 0.9422 |
76
+ | No log | 1.1905 | 50 | 0.6731 | 0.4633 | 0.6731 | 0.8204 |
77
+ | No log | 1.2381 | 52 | 0.6397 | 0.4580 | 0.6397 | 0.7998 |
78
+ | No log | 1.2857 | 54 | 0.6173 | 0.3843 | 0.6173 | 0.7857 |
79
+ | No log | 1.3333 | 56 | 0.6143 | 0.4830 | 0.6143 | 0.7838 |
80
+ | No log | 1.3810 | 58 | 0.6994 | 0.3708 | 0.6994 | 0.8363 |
81
+ | No log | 1.4286 | 60 | 0.7905 | 0.2947 | 0.7905 | 0.8891 |
82
+ | No log | 1.4762 | 62 | 0.7185 | 0.3815 | 0.7185 | 0.8476 |
83
+ | No log | 1.5238 | 64 | 0.7025 | 0.3668 | 0.7025 | 0.8382 |
84
+ | No log | 1.5714 | 66 | 0.8251 | 0.3588 | 0.8251 | 0.9083 |
85
+ | No log | 1.6190 | 68 | 0.9942 | 0.3359 | 0.9942 | 0.9971 |
86
+ | No log | 1.6667 | 70 | 0.9806 | 0.3589 | 0.9806 | 0.9902 |
87
+ | No log | 1.7143 | 72 | 0.8719 | 0.4230 | 0.8719 | 0.9337 |
88
+ | No log | 1.7619 | 74 | 0.8163 | 0.5045 | 0.8163 | 0.9035 |
89
+ | No log | 1.8095 | 76 | 0.8229 | 0.4796 | 0.8229 | 0.9071 |
90
+ | No log | 1.8571 | 78 | 0.8342 | 0.4561 | 0.8342 | 0.9133 |
91
+ | No log | 1.9048 | 80 | 0.6901 | 0.5048 | 0.6901 | 0.8307 |
92
+ | No log | 1.9524 | 82 | 0.6153 | 0.5671 | 0.6153 | 0.7844 |
93
+ | No log | 2.0 | 84 | 0.6721 | 0.4417 | 0.6721 | 0.8198 |
94
+ | No log | 2.0476 | 86 | 0.7187 | 0.4287 | 0.7187 | 0.8478 |
95
+ | No log | 2.0952 | 88 | 0.6973 | 0.5634 | 0.6973 | 0.8350 |
96
+ | No log | 2.1429 | 90 | 0.7681 | 0.4925 | 0.7681 | 0.8764 |
97
+ | No log | 2.1905 | 92 | 0.9891 | 0.4079 | 0.9891 | 0.9945 |
98
+ | No log | 2.2381 | 94 | 1.0057 | 0.4104 | 1.0057 | 1.0028 |
99
+ | No log | 2.2857 | 96 | 0.8528 | 0.4719 | 0.8528 | 0.9235 |
100
+ | No log | 2.3333 | 98 | 0.7600 | 0.5655 | 0.7600 | 0.8718 |
101
+ | No log | 2.3810 | 100 | 0.6747 | 0.5596 | 0.6747 | 0.8214 |
102
+ | No log | 2.4286 | 102 | 0.6728 | 0.5034 | 0.6728 | 0.8202 |
103
+ | No log | 2.4762 | 104 | 0.6992 | 0.5748 | 0.6992 | 0.8362 |
104
+ | No log | 2.5238 | 106 | 0.9037 | 0.4206 | 0.9037 | 0.9506 |
105
+ | No log | 2.5714 | 108 | 0.9558 | 0.3944 | 0.9558 | 0.9776 |
106
+ | No log | 2.6190 | 110 | 0.8604 | 0.4449 | 0.8604 | 0.9276 |
107
+ | No log | 2.6667 | 112 | 0.8482 | 0.4536 | 0.8482 | 0.9210 |
108
+ | No log | 2.7143 | 114 | 0.8869 | 0.4449 | 0.8869 | 0.9418 |
109
+ | No log | 2.7619 | 116 | 0.7814 | 0.4861 | 0.7814 | 0.8840 |
110
+ | No log | 2.8095 | 118 | 0.6860 | 0.5565 | 0.6860 | 0.8283 |
111
+ | No log | 2.8571 | 120 | 0.6634 | 0.4968 | 0.6634 | 0.8145 |
112
+ | No log | 2.9048 | 122 | 0.7012 | 0.5426 | 0.7012 | 0.8374 |
113
+ | No log | 2.9524 | 124 | 0.7346 | 0.5525 | 0.7346 | 0.8571 |
114
+ | No log | 3.0 | 126 | 0.7372 | 0.5501 | 0.7372 | 0.8586 |
115
+ | No log | 3.0476 | 128 | 0.8362 | 0.5038 | 0.8362 | 0.9145 |
116
+ | No log | 3.0952 | 130 | 0.9898 | 0.3876 | 0.9898 | 0.9949 |
117
+ | No log | 3.1429 | 132 | 0.8730 | 0.4965 | 0.8730 | 0.9343 |
118
+ | No log | 3.1905 | 134 | 0.7123 | 0.5392 | 0.7123 | 0.8440 |
119
+ | No log | 3.2381 | 136 | 0.6788 | 0.5327 | 0.6788 | 0.8239 |
120
+ | No log | 3.2857 | 138 | 0.6856 | 0.5287 | 0.6856 | 0.8280 |
121
+ | No log | 3.3333 | 140 | 0.7216 | 0.5447 | 0.7216 | 0.8495 |
122
+ | No log | 3.3810 | 142 | 0.8615 | 0.4556 | 0.8615 | 0.9282 |
123
+ | No log | 3.4286 | 144 | 0.9581 | 0.3627 | 0.9581 | 0.9788 |
124
+ | No log | 3.4762 | 146 | 0.9120 | 0.4539 | 0.9120 | 0.9550 |
125
+ | No log | 3.5238 | 148 | 0.8047 | 0.5434 | 0.8047 | 0.8971 |
126
+ | No log | 3.5714 | 150 | 0.7919 | 0.5647 | 0.7919 | 0.8899 |
127
+ | No log | 3.6190 | 152 | 0.7872 | 0.5647 | 0.7872 | 0.8872 |
128
+ | No log | 3.6667 | 154 | 0.7719 | 0.5580 | 0.7719 | 0.8786 |
129
+ | No log | 3.7143 | 156 | 0.8896 | 0.4615 | 0.8896 | 0.9432 |
130
+ | No log | 3.7619 | 158 | 0.9534 | 0.3902 | 0.9534 | 0.9764 |
131
+ | No log | 3.8095 | 160 | 0.8634 | 0.4760 | 0.8634 | 0.9292 |
132
+ | No log | 3.8571 | 162 | 0.8254 | 0.4675 | 0.8254 | 0.9085 |
133
+ | No log | 3.9048 | 164 | 0.8056 | 0.4659 | 0.8056 | 0.8975 |
134
+ | No log | 3.9524 | 166 | 0.7602 | 0.5055 | 0.7602 | 0.8719 |
135
+ | No log | 4.0 | 168 | 0.6733 | 0.5709 | 0.6733 | 0.8206 |
136
+ | No log | 4.0476 | 170 | 0.6417 | 0.5141 | 0.6417 | 0.8011 |
137
+ | No log | 4.0952 | 172 | 0.6451 | 0.5291 | 0.6451 | 0.8032 |
138
+ | No log | 4.1429 | 174 | 0.7263 | 0.5307 | 0.7263 | 0.8522 |
139
+ | No log | 4.1905 | 176 | 0.7048 | 0.5324 | 0.7048 | 0.8395 |
140
+ | No log | 4.2381 | 178 | 0.6957 | 0.5682 | 0.6957 | 0.8341 |
141
+ | No log | 4.2857 | 180 | 0.6717 | 0.4946 | 0.6717 | 0.8196 |
142
+ | No log | 4.3333 | 182 | 0.7068 | 0.4927 | 0.7068 | 0.8407 |
143
+ | No log | 4.3810 | 184 | 0.7268 | 0.5027 | 0.7268 | 0.8525 |
144
+ | No log | 4.4286 | 186 | 0.7161 | 0.5021 | 0.7161 | 0.8462 |
145
+ | No log | 4.4762 | 188 | 0.7441 | 0.4535 | 0.7441 | 0.8626 |
146
+ | No log | 4.5238 | 190 | 0.7175 | 0.4496 | 0.7175 | 0.8470 |
147
+ | No log | 4.5714 | 192 | 0.6791 | 0.4671 | 0.6791 | 0.8241 |
148
+ | No log | 4.6190 | 194 | 0.7338 | 0.48 | 0.7338 | 0.8566 |
149
+ | No log | 4.6667 | 196 | 0.9203 | 0.3898 | 0.9203 | 0.9593 |
150
+ | No log | 4.7143 | 198 | 0.9761 | 0.3844 | 0.9761 | 0.9880 |
151
+ | No log | 4.7619 | 200 | 0.8031 | 0.4735 | 0.8031 | 0.8962 |
152
+ | No log | 4.8095 | 202 | 0.6451 | 0.4173 | 0.6451 | 0.8032 |
153
+ | No log | 4.8571 | 204 | 0.6182 | 0.4057 | 0.6182 | 0.7863 |
154
+ | No log | 4.9048 | 206 | 0.6396 | 0.4371 | 0.6396 | 0.7998 |
155
+ | No log | 4.9524 | 208 | 0.6271 | 0.4882 | 0.6271 | 0.7919 |
156
+ | No log | 5.0 | 210 | 0.6490 | 0.4967 | 0.6490 | 0.8056 |
157
+ | No log | 5.0476 | 212 | 0.6752 | 0.5176 | 0.6752 | 0.8217 |
158
+ | No log | 5.0952 | 214 | 0.7118 | 0.5337 | 0.7118 | 0.8437 |
159
+ | No log | 5.1429 | 216 | 0.7129 | 0.5264 | 0.7129 | 0.8443 |
160
+ | No log | 5.1905 | 218 | 0.6931 | 0.5505 | 0.6931 | 0.8325 |
161
+ | No log | 5.2381 | 220 | 0.6894 | 0.5029 | 0.6894 | 0.8303 |
162
+ | No log | 5.2857 | 222 | 0.6577 | 0.4904 | 0.6577 | 0.8110 |
163
+ | No log | 5.3333 | 224 | 0.6165 | 0.4763 | 0.6165 | 0.7852 |
164
+ | No log | 5.3810 | 226 | 0.6798 | 0.5009 | 0.6798 | 0.8245 |
165
+ | No log | 5.4286 | 228 | 0.7446 | 0.4799 | 0.7446 | 0.8629 |
166
+ | No log | 5.4762 | 230 | 0.7287 | 0.5294 | 0.7287 | 0.8536 |
167
+ | No log | 5.5238 | 232 | 0.6714 | 0.5484 | 0.6714 | 0.8194 |
168
+ | No log | 5.5714 | 234 | 0.6874 | 0.5081 | 0.6874 | 0.8291 |
169
+ | No log | 5.6190 | 236 | 0.6983 | 0.4976 | 0.6983 | 0.8357 |
170
+ | No log | 5.6667 | 238 | 0.7152 | 0.5409 | 0.7152 | 0.8457 |
171
+ | No log | 5.7143 | 240 | 0.7180 | 0.5365 | 0.7180 | 0.8473 |
172
+ | No log | 5.7619 | 242 | 0.6763 | 0.5029 | 0.6763 | 0.8223 |
173
+ | No log | 5.8095 | 244 | 0.6612 | 0.4627 | 0.6612 | 0.8132 |
174
+ | No log | 5.8571 | 246 | 0.6596 | 0.4787 | 0.6596 | 0.8122 |
175
+ | No log | 5.9048 | 248 | 0.6611 | 0.4708 | 0.6611 | 0.8131 |
176
+ | No log | 5.9524 | 250 | 0.6585 | 0.4373 | 0.6585 | 0.8115 |
177
+ | No log | 6.0 | 252 | 0.6778 | 0.4542 | 0.6778 | 0.8233 |
178
+ | No log | 6.0476 | 254 | 0.7054 | 0.4915 | 0.7054 | 0.8399 |
179
+ | No log | 6.0952 | 256 | 0.7219 | 0.4899 | 0.7219 | 0.8497 |
180
+ | No log | 6.1429 | 258 | 0.7749 | 0.5507 | 0.7749 | 0.8803 |
181
+ | No log | 6.1905 | 260 | 0.8156 | 0.5257 | 0.8156 | 0.9031 |
182
+ | No log | 6.2381 | 262 | 0.7928 | 0.5050 | 0.7928 | 0.8904 |
183
+ | No log | 6.2857 | 264 | 0.8015 | 0.5268 | 0.8015 | 0.8953 |
184
+ | No log | 6.3333 | 266 | 0.7113 | 0.5334 | 0.7113 | 0.8434 |
185
+ | No log | 6.3810 | 268 | 0.7308 | 0.4815 | 0.7308 | 0.8549 |
186
+ | No log | 6.4286 | 270 | 0.7995 | 0.4567 | 0.7995 | 0.8942 |
187
+ | No log | 6.4762 | 272 | 0.8030 | 0.4337 | 0.8030 | 0.8961 |
188
+ | No log | 6.5238 | 274 | 0.7575 | 0.4288 | 0.7575 | 0.8704 |
189
+ | No log | 6.5714 | 276 | 0.7263 | 0.4301 | 0.7263 | 0.8522 |
190
+ | No log | 6.6190 | 278 | 0.7189 | 0.4336 | 0.7189 | 0.8479 |
191
+ | No log | 6.6667 | 280 | 0.6943 | 0.4386 | 0.6943 | 0.8333 |
192
+ | No log | 6.7143 | 282 | 0.6800 | 0.4834 | 0.6800 | 0.8246 |
193
+ | No log | 6.7619 | 284 | 0.6627 | 0.4808 | 0.6627 | 0.8141 |
194
+ | No log | 6.8095 | 286 | 0.6325 | 0.4498 | 0.6325 | 0.7953 |
195
+ | No log | 6.8571 | 288 | 0.6210 | 0.5264 | 0.6210 | 0.7880 |
196
+ | No log | 6.9048 | 290 | 0.6637 | 0.5714 | 0.6637 | 0.8147 |
197
+ | No log | 6.9524 | 292 | 0.7879 | 0.5013 | 0.7879 | 0.8877 |
198
+ | No log | 7.0 | 294 | 0.8184 | 0.4582 | 0.8184 | 0.9047 |
199
+ | No log | 7.0476 | 296 | 0.8020 | 0.4793 | 0.8020 | 0.8956 |
200
+ | No log | 7.0952 | 298 | 0.7170 | 0.5902 | 0.7170 | 0.8467 |
201
+ | No log | 7.1429 | 300 | 0.6457 | 0.5449 | 0.6457 | 0.8036 |
202
+ | No log | 7.1905 | 302 | 0.6488 | 0.5078 | 0.6488 | 0.8055 |
203
+ | No log | 7.2381 | 304 | 0.6383 | 0.5316 | 0.6383 | 0.7989 |
204
+ | No log | 7.2857 | 306 | 0.6550 | 0.5327 | 0.6550 | 0.8093 |
205
+ | No log | 7.3333 | 308 | 0.6852 | 0.5161 | 0.6852 | 0.8278 |
206
+ | No log | 7.3810 | 310 | 0.6490 | 0.4712 | 0.6490 | 0.8056 |
207
+ | No log | 7.4286 | 312 | 0.6305 | 0.4857 | 0.6305 | 0.7941 |
208
+ | No log | 7.4762 | 314 | 0.6060 | 0.5228 | 0.6060 | 0.7785 |
209
+ | No log | 7.5238 | 316 | 0.6344 | 0.4588 | 0.6344 | 0.7965 |
210
+ | No log | 7.5714 | 318 | 0.6620 | 0.4433 | 0.6620 | 0.8136 |
211
+ | No log | 7.6190 | 320 | 0.6436 | 0.4513 | 0.6436 | 0.8023 |
212
+ | No log | 7.6667 | 322 | 0.6191 | 0.5290 | 0.6191 | 0.7869 |
213
+ | No log | 7.7143 | 324 | 0.6118 | 0.5083 | 0.6118 | 0.7821 |
214
+ | No log | 7.7619 | 326 | 0.6637 | 0.5348 | 0.6637 | 0.8147 |
215
+ | No log | 7.8095 | 328 | 0.6986 | 0.5247 | 0.6986 | 0.8358 |
216
+ | No log | 7.8571 | 330 | 0.6663 | 0.5199 | 0.6663 | 0.8163 |
217
+ | No log | 7.9048 | 332 | 0.6403 | 0.4914 | 0.6403 | 0.8002 |
218
+ | No log | 7.9524 | 334 | 0.6472 | 0.4659 | 0.6472 | 0.8045 |
219
+ | No log | 8.0 | 336 | 0.6499 | 0.4714 | 0.6499 | 0.8061 |
220
+ | No log | 8.0476 | 338 | 0.6670 | 0.5248 | 0.6670 | 0.8167 |
221
+ | No log | 8.0952 | 340 | 0.6754 | 0.4978 | 0.6754 | 0.8218 |
222
+ | No log | 8.1429 | 342 | 0.6458 | 0.5191 | 0.6458 | 0.8036 |
223
+ | No log | 8.1905 | 344 | 0.6427 | 0.4667 | 0.6427 | 0.8017 |
224
+ | No log | 8.2381 | 346 | 0.6495 | 0.4711 | 0.6495 | 0.8059 |
225
+ | No log | 8.2857 | 348 | 0.6122 | 0.4321 | 0.6122 | 0.7825 |
226
+ | No log | 8.3333 | 350 | 0.5956 | 0.4763 | 0.5956 | 0.7717 |
227
+ | No log | 8.3810 | 352 | 0.6444 | 0.4599 | 0.6444 | 0.8028 |
228
+ | No log | 8.4286 | 354 | 0.6947 | 0.4990 | 0.6947 | 0.8335 |
229
+ | No log | 8.4762 | 356 | 0.6912 | 0.5114 | 0.6912 | 0.8314 |
230
+ | No log | 8.5238 | 358 | 0.6920 | 0.5236 | 0.6920 | 0.8319 |
231
+ | No log | 8.5714 | 360 | 0.6974 | 0.5515 | 0.6974 | 0.8351 |
232
+ | No log | 8.6190 | 362 | 0.6826 | 0.5140 | 0.6826 | 0.8262 |
233
+ | No log | 8.6667 | 364 | 0.6482 | 0.5079 | 0.6482 | 0.8051 |
234
+ | No log | 8.7143 | 366 | 0.6220 | 0.5095 | 0.6220 | 0.7887 |
235
+ | No log | 8.7619 | 368 | 0.6193 | 0.4811 | 0.6193 | 0.7869 |
236
+ | No log | 8.8095 | 370 | 0.6334 | 0.4691 | 0.6334 | 0.7958 |
237
+ | No log | 8.8571 | 372 | 0.6180 | 0.4654 | 0.6180 | 0.7862 |
238
+ | No log | 8.9048 | 374 | 0.6123 | 0.4277 | 0.6123 | 0.7825 |
239
+ | No log | 8.9524 | 376 | 0.6085 | 0.4377 | 0.6085 | 0.7800 |
240
+ | No log | 9.0 | 378 | 0.6595 | 0.4164 | 0.6595 | 0.8121 |
241
+ | No log | 9.0476 | 380 | 0.7242 | 0.4704 | 0.7242 | 0.8510 |
242
+ | No log | 9.0952 | 382 | 0.7213 | 0.4704 | 0.7213 | 0.8493 |
243
+ | No log | 9.1429 | 384 | 0.6340 | 0.4630 | 0.6340 | 0.7962 |
244
+ | No log | 9.1905 | 386 | 0.6274 | 0.5259 | 0.6274 | 0.7921 |
245
+ | No log | 9.2381 | 388 | 0.6537 | 0.5392 | 0.6537 | 0.8085 |
246
+ | No log | 9.2857 | 390 | 0.6655 | 0.5473 | 0.6655 | 0.8158 |
247
+ | No log | 9.3333 | 392 | 0.6719 | 0.5473 | 0.6719 | 0.8197 |
248
+ | No log | 9.3810 | 394 | 0.6549 | 0.5129 | 0.6549 | 0.8093 |
249
+ | No log | 9.4286 | 396 | 0.6733 | 0.5288 | 0.6733 | 0.8206 |
250
+ | No log | 9.4762 | 398 | 0.6678 | 0.4824 | 0.6678 | 0.8172 |
251
+ | No log | 9.5238 | 400 | 0.6175 | 0.4092 | 0.6175 | 0.7858 |
252
+ | No log | 9.5714 | 402 | 0.5990 | 0.4025 | 0.5990 | 0.7739 |
253
+ | No log | 9.6190 | 404 | 0.5990 | 0.3920 | 0.5990 | 0.7740 |
254
+ | No log | 9.6667 | 406 | 0.6163 | 0.4648 | 0.6163 | 0.7850 |
255
+ | No log | 9.7143 | 408 | 0.6386 | 0.4437 | 0.6386 | 0.7991 |
256
+ | No log | 9.7619 | 410 | 0.6561 | 0.4430 | 0.6561 | 0.8100 |
257
+ | No log | 9.8095 | 412 | 0.6543 | 0.4449 | 0.6543 | 0.8089 |
258
+ | No log | 9.8571 | 414 | 0.6608 | 0.4358 | 0.6608 | 0.8129 |
259
+ | No log | 9.9048 | 416 | 0.6437 | 0.4309 | 0.6437 | 0.8023 |
260
+ | No log | 9.9524 | 418 | 0.6111 | 0.4315 | 0.6111 | 0.7818 |
261
+ | No log | 10.0 | 420 | 0.6399 | 0.4367 | 0.6399 | 0.7999 |
262
+ | No log | 10.0476 | 422 | 0.6892 | 0.4649 | 0.6892 | 0.8302 |
263
+ | No log | 10.0952 | 424 | 0.6832 | 0.4649 | 0.6832 | 0.8266 |
264
+ | No log | 10.1429 | 426 | 0.6212 | 0.4379 | 0.6212 | 0.7881 |
265
+ | No log | 10.1905 | 428 | 0.6103 | 0.4326 | 0.6103 | 0.7812 |
266
+ | No log | 10.2381 | 430 | 0.5943 | 0.4536 | 0.5943 | 0.7709 |
267
+ | No log | 10.2857 | 432 | 0.5915 | 0.4619 | 0.5915 | 0.7691 |
268
+ | No log | 10.3333 | 434 | 0.6149 | 0.5044 | 0.6149 | 0.7841 |
269
+ | No log | 10.3810 | 436 | 0.6158 | 0.4614 | 0.6158 | 0.7847 |
270
+ | No log | 10.4286 | 438 | 0.6485 | 0.4838 | 0.6485 | 0.8053 |
271
+ | No log | 10.4762 | 440 | 0.7008 | 0.5305 | 0.7008 | 0.8371 |
272
+ | No log | 10.5238 | 442 | 0.6752 | 0.4886 | 0.6752 | 0.8217 |
273
+ | No log | 10.5714 | 444 | 0.6533 | 0.4980 | 0.6533 | 0.8083 |
274
+ | No log | 10.6190 | 446 | 0.6497 | 0.4932 | 0.6497 | 0.8060 |
275
+ | No log | 10.6667 | 448 | 0.6484 | 0.5271 | 0.6484 | 0.8052 |
276
+ | No log | 10.7143 | 450 | 0.6516 | 0.4829 | 0.6516 | 0.8072 |
277
+ | No log | 10.7619 | 452 | 0.6399 | 0.5274 | 0.6399 | 0.7999 |
278
+ | No log | 10.8095 | 454 | 0.6209 | 0.4798 | 0.6209 | 0.7880 |
279
+ | No log | 10.8571 | 456 | 0.6117 | 0.4805 | 0.6117 | 0.7821 |
280
+ | No log | 10.9048 | 458 | 0.6121 | 0.4891 | 0.6121 | 0.7824 |
281
+ | No log | 10.9524 | 460 | 0.6189 | 0.4755 | 0.6189 | 0.7867 |
282
+ | No log | 11.0 | 462 | 0.5965 | 0.4465 | 0.5965 | 0.7724 |
283
+ | No log | 11.0476 | 464 | 0.5837 | 0.4355 | 0.5837 | 0.7640 |
284
+ | No log | 11.0952 | 466 | 0.5811 | 0.4322 | 0.5811 | 0.7623 |
285
+ | No log | 11.1429 | 468 | 0.5785 | 0.4332 | 0.5785 | 0.7606 |
286
+ | No log | 11.1905 | 470 | 0.5852 | 0.4388 | 0.5852 | 0.7650 |
287
+ | No log | 11.2381 | 472 | 0.6064 | 0.4535 | 0.6064 | 0.7787 |
288
+ | No log | 11.2857 | 474 | 0.6242 | 0.4932 | 0.6242 | 0.7901 |
289
+ | No log | 11.3333 | 476 | 0.6406 | 0.4684 | 0.6406 | 0.8004 |
290
+ | No log | 11.3810 | 478 | 0.6521 | 0.5035 | 0.6521 | 0.8075 |
291
+ | No log | 11.4286 | 480 | 0.6285 | 0.4827 | 0.6285 | 0.7927 |
292
+ | No log | 11.4762 | 482 | 0.6067 | 0.4467 | 0.6067 | 0.7789 |
293
+ | No log | 11.5238 | 484 | 0.5998 | 0.4352 | 0.5998 | 0.7744 |
294
+ | No log | 11.5714 | 486 | 0.6080 | 0.4648 | 0.6080 | 0.7797 |
295
+ | No log | 11.6190 | 488 | 0.6182 | 0.5044 | 0.6182 | 0.7863 |
296
+ | No log | 11.6667 | 490 | 0.6225 | 0.5219 | 0.6225 | 0.7890 |
297
+ | No log | 11.7143 | 492 | 0.6150 | 0.4999 | 0.6150 | 0.7842 |
298
+ | No log | 11.7619 | 494 | 0.6165 | 0.5171 | 0.6165 | 0.7852 |
299
+ | No log | 11.8095 | 496 | 0.6359 | 0.4797 | 0.6359 | 0.7975 |
300
+ | No log | 11.8571 | 498 | 0.6528 | 0.5096 | 0.6528 | 0.8079 |
301
+ | 0.3541 | 11.9048 | 500 | 0.6462 | 0.4952 | 0.6462 | 0.8038 |
302
+ | 0.3541 | 11.9524 | 502 | 0.6317 | 0.5251 | 0.6317 | 0.7948 |
303
+ | 0.3541 | 12.0 | 504 | 0.6315 | 0.5306 | 0.6315 | 0.7946 |
304
+ | 0.3541 | 12.0476 | 506 | 0.6491 | 0.5060 | 0.6491 | 0.8057 |
305
+ | 0.3541 | 12.0952 | 508 | 0.7027 | 0.5260 | 0.7027 | 0.8383 |
306
+ | 0.3541 | 12.1429 | 510 | 0.7254 | 0.4822 | 0.7254 | 0.8517 |
307
+ | 0.3541 | 12.1905 | 512 | 0.7062 | 0.5198 | 0.7062 | 0.8403 |
308
+ | 0.3541 | 12.2381 | 514 | 0.6362 | 0.5450 | 0.6362 | 0.7976 |
309
+ | 0.3541 | 12.2857 | 516 | 0.5988 | 0.5588 | 0.5988 | 0.7738 |
310
+ | 0.3541 | 12.3333 | 518 | 0.6215 | 0.5321 | 0.6215 | 0.7884 |
311
+ | 0.3541 | 12.3810 | 520 | 0.6836 | 0.4913 | 0.6836 | 0.8268 |
312
+ | 0.3541 | 12.4286 | 522 | 0.6731 | 0.5074 | 0.6731 | 0.8204 |
313
+ | 0.3541 | 12.4762 | 524 | 0.6611 | 0.5286 | 0.6611 | 0.8131 |
314
+ | 0.3541 | 12.5238 | 526 | 0.5888 | 0.5613 | 0.5888 | 0.7673 |
315
+ | 0.3541 | 12.5714 | 528 | 0.5626 | 0.5177 | 0.5626 | 0.7501 |
316
+ | 0.3541 | 12.6190 | 530 | 0.5474 | 0.5193 | 0.5474 | 0.7398 |
317
+ | 0.3541 | 12.6667 | 532 | 0.5588 | 0.5219 | 0.5588 | 0.7475 |
318
+ | 0.3541 | 12.7143 | 534 | 0.5849 | 0.5641 | 0.5849 | 0.7648 |
319
+ | 0.3541 | 12.7619 | 536 | 0.6104 | 0.5344 | 0.6104 | 0.7813 |
320
+ | 0.3541 | 12.8095 | 538 | 0.6462 | 0.5176 | 0.6462 | 0.8039 |
321
+ | 0.3541 | 12.8571 | 540 | 0.6140 | 0.5153 | 0.6140 | 0.7836 |
322
+ | 0.3541 | 12.9048 | 542 | 0.5762 | 0.5397 | 0.5762 | 0.7591 |
323
+ | 0.3541 | 12.9524 | 544 | 0.6247 | 0.5449 | 0.6247 | 0.7904 |
324
+ | 0.3541 | 13.0 | 546 | 0.6899 | 0.4751 | 0.6899 | 0.8306 |
325
+ | 0.3541 | 13.0476 | 548 | 0.6733 | 0.4996 | 0.6733 | 0.8205 |
326
+ | 0.3541 | 13.0952 | 550 | 0.6166 | 0.5218 | 0.6166 | 0.7852 |
327
+ | 0.3541 | 13.1429 | 552 | 0.6457 | 0.5193 | 0.6457 | 0.8036 |
328
+ | 0.3541 | 13.1905 | 554 | 0.6854 | 0.4915 | 0.6854 | 0.8279 |
329
+ | 0.3541 | 13.2381 | 556 | 0.6578 | 0.5151 | 0.6578 | 0.8110 |
330
+ | 0.3541 | 13.2857 | 558 | 0.6328 | 0.5330 | 0.6328 | 0.7955 |
331
+ | 0.3541 | 13.3333 | 560 | 0.6088 | 0.5075 | 0.6088 | 0.7803 |
332
+ | 0.3541 | 13.3810 | 562 | 0.6171 | 0.5301 | 0.6171 | 0.7856 |
333
+ | 0.3541 | 13.4286 | 564 | 0.5989 | 0.4956 | 0.5989 | 0.7739 |
334
+ | 0.3541 | 13.4762 | 566 | 0.6183 | 0.4721 | 0.6183 | 0.7863 |
335
+ | 0.3541 | 13.5238 | 568 | 0.6309 | 0.4235 | 0.6309 | 0.7943 |
336
+ | 0.3541 | 13.5714 | 570 | 0.6026 | 0.4598 | 0.6026 | 0.7763 |
337
+ | 0.3541 | 13.6190 | 572 | 0.5861 | 0.5051 | 0.5861 | 0.7656 |
338
+ | 0.3541 | 13.6667 | 574 | 0.5880 | 0.5018 | 0.5880 | 0.7668 |
339
+ | 0.3541 | 13.7143 | 576 | 0.6023 | 0.5773 | 0.6023 | 0.7761 |
340
+ | 0.3541 | 13.7619 | 578 | 0.6053 | 0.5228 | 0.6053 | 0.7780 |
341
+ | 0.3541 | 13.8095 | 580 | 0.6431 | 0.5363 | 0.6431 | 0.8020 |
342
+ | 0.3541 | 13.8571 | 582 | 0.6448 | 0.4931 | 0.6448 | 0.8030 |
343
+ | 0.3541 | 13.9048 | 584 | 0.6269 | 0.5184 | 0.6269 | 0.7918 |
344
+ | 0.3541 | 13.9524 | 586 | 0.6082 | 0.5103 | 0.6082 | 0.7799 |
345
+ | 0.3541 | 14.0 | 588 | 0.6500 | 0.4939 | 0.6500 | 0.8062 |
346
+ | 0.3541 | 14.0476 | 590 | 0.6818 | 0.4825 | 0.6818 | 0.8257 |
347
+ | 0.3541 | 14.0952 | 592 | 0.6633 | 0.4941 | 0.6633 | 0.8145 |
348
+ | 0.3541 | 14.1429 | 594 | 0.6280 | 0.5347 | 0.6280 | 0.7925 |
349
+ | 0.3541 | 14.1905 | 596 | 0.6173 | 0.5048 | 0.6173 | 0.7857 |
350
+ | 0.3541 | 14.2381 | 598 | 0.6117 | 0.4744 | 0.6117 | 0.7821 |
351
+ | 0.3541 | 14.2857 | 600 | 0.5854 | 0.4241 | 0.5854 | 0.7651 |
352
+ | 0.3541 | 14.3333 | 602 | 0.5693 | 0.4562 | 0.5693 | 0.7546 |
353
+ | 0.3541 | 14.3810 | 604 | 0.5661 | 0.4725 | 0.5661 | 0.7524 |
354
+ | 0.3541 | 14.4286 | 606 | 0.5691 | 0.4368 | 0.5691 | 0.7544 |
355
 
356
 
357
  ### Framework versions