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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k11_task7_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k10_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k10_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.8486
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- - Qwk: 0.3965
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- - Mse: 0.8486
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- - Rmse: 0.9212
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  ## Model description
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@@ -49,273 +49,271 @@ 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 | 0.0571 | 2 | 2.4979 | -0.0109 | 2.4979 | 1.5805 |
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- | No log | 0.1143 | 4 | 1.3022 | 0.0511 | 1.3022 | 1.1411 |
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- | No log | 0.1714 | 6 | 0.9077 | 0.0101 | 0.9077 | 0.9527 |
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- | No log | 0.2286 | 8 | 1.1536 | -0.1405 | 1.1536 | 1.0741 |
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- | No log | 0.2857 | 10 | 1.2024 | -0.1356 | 1.2024 | 1.0966 |
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- | No log | 0.3429 | 12 | 1.0764 | 0.1029 | 1.0764 | 1.0375 |
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- | No log | 0.4 | 14 | 1.0514 | 0.0821 | 1.0514 | 1.0254 |
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- | No log | 0.4571 | 16 | 0.8727 | 0.0888 | 0.8727 | 0.9342 |
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- | No log | 0.5143 | 18 | 0.7553 | 0.1282 | 0.7553 | 0.8691 |
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- | No log | 0.5714 | 20 | 0.8678 | 0.1770 | 0.8678 | 0.9316 |
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- | No log | 0.6286 | 22 | 0.8648 | 0.2156 | 0.8648 | 0.9300 |
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- | No log | 0.6857 | 24 | 0.8587 | 0.1754 | 0.8587 | 0.9267 |
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- | No log | 0.7429 | 26 | 0.8834 | 0.2841 | 0.8834 | 0.9399 |
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- | No log | 0.8 | 28 | 0.8212 | 0.1770 | 0.8212 | 0.9062 |
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- | No log | 0.8571 | 30 | 0.7522 | 0.0481 | 0.7522 | 0.8673 |
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- | No log | 0.9143 | 32 | 0.7207 | 0.0481 | 0.7207 | 0.8489 |
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- | No log | 0.9714 | 34 | 0.7141 | 0.0937 | 0.7141 | 0.8451 |
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- | No log | 1.0286 | 36 | 0.7079 | 0.1786 | 0.7079 | 0.8414 |
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- | No log | 1.0857 | 38 | 0.7643 | 0.1770 | 0.7643 | 0.8743 |
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- | No log | 1.1429 | 40 | 0.8471 | 0.2841 | 0.8471 | 0.9204 |
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- | No log | 1.2 | 42 | 0.9324 | 0.3192 | 0.9324 | 0.9656 |
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- | No log | 1.2571 | 44 | 1.1124 | 0.2246 | 1.1124 | 1.0547 |
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- | No log | 1.3143 | 46 | 0.9861 | 0.2928 | 0.9861 | 0.9930 |
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- | No log | 1.3714 | 48 | 0.8829 | 0.3230 | 0.8829 | 0.9396 |
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- | No log | 1.4286 | 50 | 0.8692 | 0.1685 | 0.8692 | 0.9323 |
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- | No log | 1.4857 | 52 | 0.8258 | 0.2494 | 0.8258 | 0.9087 |
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- | No log | 1.5429 | 54 | 0.7041 | 0.1365 | 0.7041 | 0.8391 |
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- | No log | 1.6 | 56 | 0.6351 | 0.2095 | 0.6351 | 0.7969 |
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- | No log | 1.6571 | 58 | 0.6390 | 0.2459 | 0.6390 | 0.7994 |
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- | No log | 1.7143 | 60 | 0.7629 | 0.3695 | 0.7629 | 0.8735 |
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- | No log | 1.7714 | 62 | 0.7884 | 0.3645 | 0.7884 | 0.8879 |
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- | No log | 1.8286 | 64 | 0.6952 | 0.2879 | 0.6952 | 0.8338 |
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- | No log | 1.8857 | 66 | 0.7105 | 0.0481 | 0.7105 | 0.8429 |
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- | No log | 1.9429 | 68 | 0.7584 | 0.0 | 0.7584 | 0.8709 |
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- | No log | 2.0 | 70 | 0.8254 | 0.0 | 0.8254 | 0.9085 |
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- | No log | 2.0571 | 72 | 0.8290 | 0.0481 | 0.8290 | 0.9105 |
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- | No log | 2.1143 | 74 | 0.7830 | 0.0937 | 0.7830 | 0.8849 |
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- | No log | 2.1714 | 76 | 0.8088 | 0.0937 | 0.8088 | 0.8993 |
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- | No log | 2.2286 | 78 | 0.7795 | 0.0937 | 0.7795 | 0.8829 |
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- | No log | 2.2857 | 80 | 0.7374 | 0.0947 | 0.7374 | 0.8587 |
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- | No log | 2.3429 | 82 | 0.6482 | 0.0944 | 0.6482 | 0.8051 |
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- | No log | 2.4 | 84 | 0.5724 | 0.3661 | 0.5724 | 0.7566 |
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- | No log | 2.4571 | 86 | 0.5765 | 0.3141 | 0.5765 | 0.7593 |
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- | No log | 2.5143 | 88 | 0.5863 | 0.4938 | 0.5863 | 0.7657 |
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- | No log | 2.5714 | 90 | 0.7108 | 0.3849 | 0.7108 | 0.8431 |
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- | No log | 2.6286 | 92 | 0.9139 | 0.2820 | 0.9139 | 0.9560 |
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- | No log | 2.6857 | 94 | 0.9292 | 0.2263 | 0.9292 | 0.9640 |
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- | No log | 2.7429 | 96 | 0.8301 | 0.2958 | 0.8301 | 0.9111 |
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- | No log | 2.8 | 98 | 0.7596 | 0.3825 | 0.7596 | 0.8716 |
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- | No log | 2.8571 | 100 | 0.7407 | 0.3553 | 0.7407 | 0.8606 |
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- | No log | 2.9143 | 102 | 0.7036 | 0.3772 | 0.7036 | 0.8388 |
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- | No log | 2.9714 | 104 | 0.6291 | 0.3215 | 0.6291 | 0.7932 |
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- | No log | 3.0286 | 106 | 0.5921 | 0.3377 | 0.5921 | 0.7695 |
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- | No log | 3.0857 | 108 | 0.6346 | 0.3746 | 0.6346 | 0.7966 |
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- | No log | 3.1429 | 110 | 0.6681 | 0.4268 | 0.6681 | 0.8174 |
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- | No log | 3.2 | 112 | 0.6841 | 0.4268 | 0.6841 | 0.8271 |
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- | No log | 3.2571 | 114 | 0.6546 | 0.3719 | 0.6546 | 0.8090 |
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- | No log | 3.3143 | 116 | 0.5706 | 0.3446 | 0.5706 | 0.7554 |
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- | No log | 3.3714 | 118 | 0.6362 | 0.3444 | 0.6362 | 0.7976 |
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- | No log | 3.4286 | 120 | 0.8069 | 0.4255 | 0.8069 | 0.8983 |
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- | No log | 3.4857 | 122 | 0.8419 | 0.3761 | 0.8419 | 0.9176 |
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- | No log | 3.5429 | 124 | 0.6560 | 0.3444 | 0.6560 | 0.8099 |
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- | No log | 3.6 | 126 | 0.6423 | 0.2308 | 0.6423 | 0.8015 |
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- | No log | 3.6571 | 128 | 0.6872 | 0.3318 | 0.6872 | 0.8289 |
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- | No log | 3.7143 | 130 | 0.6615 | 0.4105 | 0.6615 | 0.8134 |
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- | No log | 3.7714 | 132 | 0.6194 | 0.4722 | 0.6194 | 0.7870 |
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- | No log | 3.8286 | 134 | 0.6236 | 0.4514 | 0.6236 | 0.7897 |
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- | No log | 3.8857 | 136 | 0.6200 | 0.4514 | 0.6200 | 0.7874 |
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- | No log | 3.9429 | 138 | 0.6047 | 0.4722 | 0.6047 | 0.7776 |
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- | No log | 4.0 | 140 | 0.7304 | 0.4429 | 0.7304 | 0.8547 |
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- | No log | 4.0571 | 142 | 0.7761 | 0.3913 | 0.7761 | 0.8810 |
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- | No log | 4.1143 | 144 | 0.6578 | 0.4517 | 0.6578 | 0.8111 |
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- | No log | 4.1714 | 146 | 0.6499 | 0.4259 | 0.6499 | 0.8061 |
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- | No log | 4.2286 | 148 | 0.5753 | 0.3754 | 0.5753 | 0.7585 |
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- | No log | 4.2857 | 150 | 0.5560 | 0.5250 | 0.5560 | 0.7456 |
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- | No log | 4.3429 | 152 | 0.5508 | 0.5289 | 0.5508 | 0.7422 |
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- | No log | 4.4 | 154 | 0.5909 | 0.5030 | 0.5909 | 0.7687 |
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- | No log | 4.4571 | 156 | 0.9213 | 0.3679 | 0.9213 | 0.9598 |
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- | No log | 4.5143 | 158 | 1.1699 | 0.1903 | 1.1699 | 1.0816 |
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- | No log | 4.5714 | 160 | 1.1197 | 0.2871 | 1.1197 | 1.0582 |
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- | No log | 4.6286 | 162 | 0.8644 | 0.3521 | 0.8644 | 0.9297 |
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- | No log | 4.6857 | 164 | 0.5859 | 0.4584 | 0.5859 | 0.7654 |
134
- | No log | 4.7429 | 166 | 0.5512 | 0.5268 | 0.5512 | 0.7425 |
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- | No log | 4.8 | 168 | 0.5483 | 0.5424 | 0.5483 | 0.7405 |
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- | No log | 4.8571 | 170 | 0.5975 | 0.3640 | 0.5975 | 0.7730 |
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- | No log | 4.9143 | 172 | 0.6408 | 0.4186 | 0.6408 | 0.8005 |
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- | No log | 4.9714 | 174 | 0.6634 | 0.4455 | 0.6634 | 0.8145 |
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- | No log | 5.0286 | 176 | 0.5955 | 0.4562 | 0.5955 | 0.7717 |
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- | No log | 5.0857 | 178 | 0.5296 | 0.4898 | 0.5296 | 0.7277 |
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- | No log | 5.1429 | 180 | 0.5462 | 0.5647 | 0.5462 | 0.7391 |
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- | No log | 5.2 | 182 | 0.5296 | 0.6032 | 0.5296 | 0.7278 |
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- | No log | 5.2571 | 184 | 0.5435 | 0.4674 | 0.5435 | 0.7372 |
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- | No log | 5.3143 | 186 | 0.6740 | 0.4092 | 0.6740 | 0.8210 |
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- | No log | 5.3714 | 188 | 0.6529 | 0.4491 | 0.6529 | 0.8080 |
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- | No log | 5.4286 | 190 | 0.5687 | 0.4569 | 0.5687 | 0.7541 |
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- | No log | 5.4857 | 192 | 0.5587 | 0.5022 | 0.5587 | 0.7475 |
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- | No log | 5.5429 | 194 | 0.5798 | 0.3990 | 0.5798 | 0.7614 |
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- | No log | 5.6 | 196 | 0.5578 | 0.5488 | 0.5578 | 0.7469 |
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- | No log | 5.6571 | 198 | 0.5741 | 0.4876 | 0.5741 | 0.7577 |
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- | No log | 5.7143 | 200 | 0.6450 | 0.5283 | 0.6450 | 0.8031 |
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- | No log | 5.7714 | 202 | 0.7370 | 0.4670 | 0.7370 | 0.8585 |
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- | No log | 5.8286 | 204 | 0.6512 | 0.5348 | 0.6512 | 0.8070 |
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- | No log | 5.8857 | 206 | 0.5737 | 0.5421 | 0.5737 | 0.7574 |
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- | No log | 5.9429 | 208 | 0.5737 | 0.5738 | 0.5737 | 0.7574 |
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- | No log | 6.0 | 210 | 0.5633 | 0.5075 | 0.5633 | 0.7505 |
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- | No log | 6.0571 | 212 | 0.6037 | 0.4895 | 0.6037 | 0.7770 |
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- | No log | 6.1143 | 214 | 0.6161 | 0.4841 | 0.6161 | 0.7849 |
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- | No log | 6.1714 | 216 | 0.5599 | 0.4849 | 0.5599 | 0.7482 |
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- | No log | 6.2286 | 218 | 0.5349 | 0.4590 | 0.5349 | 0.7314 |
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- | No log | 6.2857 | 220 | 0.5498 | 0.5356 | 0.5498 | 0.7415 |
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- | No log | 6.3429 | 222 | 0.5590 | 0.5356 | 0.5590 | 0.7477 |
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- | No log | 6.4 | 224 | 0.5542 | 0.5587 | 0.5542 | 0.7444 |
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- | No log | 6.4571 | 226 | 0.6302 | 0.5445 | 0.6302 | 0.7939 |
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- | No log | 6.5143 | 228 | 0.6270 | 0.5445 | 0.6270 | 0.7918 |
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- | No log | 6.5714 | 230 | 0.6656 | 0.5328 | 0.6656 | 0.8158 |
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- | No log | 6.6286 | 232 | 0.6082 | 0.5513 | 0.6082 | 0.7799 |
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- | No log | 6.6857 | 234 | 0.5744 | 0.5748 | 0.5744 | 0.7579 |
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- | No log | 6.7429 | 236 | 0.5271 | 0.5649 | 0.5271 | 0.7260 |
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- | No log | 6.8 | 238 | 0.5153 | 0.5556 | 0.5153 | 0.7179 |
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- | No log | 6.8571 | 240 | 0.5275 | 0.5556 | 0.5275 | 0.7263 |
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- | No log | 6.9143 | 242 | 0.5352 | 0.5405 | 0.5352 | 0.7316 |
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- | No log | 6.9714 | 244 | 0.6096 | 0.5301 | 0.6096 | 0.7808 |
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- | No log | 7.0286 | 246 | 0.6346 | 0.4997 | 0.6346 | 0.7966 |
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- | No log | 7.0857 | 248 | 0.6353 | 0.5317 | 0.6353 | 0.7971 |
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- | No log | 7.1429 | 250 | 0.5650 | 0.5960 | 0.5650 | 0.7516 |
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- | No log | 7.2 | 252 | 0.5888 | 0.6013 | 0.5888 | 0.7673 |
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- | No log | 7.2571 | 254 | 0.6350 | 0.4725 | 0.6350 | 0.7969 |
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- | No log | 7.3143 | 256 | 0.6318 | 0.4851 | 0.6318 | 0.7949 |
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- | No log | 7.3714 | 258 | 0.5848 | 0.5587 | 0.5848 | 0.7647 |
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- | No log | 7.4286 | 260 | 0.6082 | 0.5603 | 0.6082 | 0.7799 |
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- | No log | 7.4857 | 262 | 0.6358 | 0.5390 | 0.6358 | 0.7973 |
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- | No log | 7.5429 | 264 | 0.6417 | 0.4315 | 0.6417 | 0.8010 |
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- | No log | 7.6 | 266 | 0.5798 | 0.4653 | 0.5798 | 0.7615 |
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- | No log | 7.6571 | 268 | 0.5296 | 0.4698 | 0.5296 | 0.7277 |
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- | No log | 7.7143 | 270 | 0.5158 | 0.5117 | 0.5158 | 0.7182 |
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- | No log | 7.7714 | 272 | 0.4915 | 0.6255 | 0.4915 | 0.7011 |
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- | No log | 7.8286 | 274 | 0.5001 | 0.5980 | 0.5001 | 0.7072 |
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- | No log | 7.8857 | 276 | 0.5253 | 0.5017 | 0.5253 | 0.7247 |
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- | No log | 7.9429 | 278 | 0.5213 | 0.4502 | 0.5213 | 0.7220 |
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- | No log | 8.0 | 280 | 0.5179 | 0.4007 | 0.5179 | 0.7196 |
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- | No log | 8.0571 | 282 | 0.5179 | 0.3980 | 0.5179 | 0.7197 |
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- | No log | 8.1143 | 284 | 0.5041 | 0.4614 | 0.5041 | 0.7100 |
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- | No log | 8.1714 | 286 | 0.5174 | 0.5017 | 0.5174 | 0.7193 |
195
- | No log | 8.2286 | 288 | 0.5094 | 0.5647 | 0.5094 | 0.7137 |
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- | No log | 8.2857 | 290 | 0.5098 | 0.5533 | 0.5098 | 0.7140 |
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- | No log | 8.3429 | 292 | 0.5346 | 0.5572 | 0.5346 | 0.7311 |
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- | No log | 8.4 | 294 | 0.5425 | 0.5398 | 0.5425 | 0.7366 |
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- | No log | 8.4571 | 296 | 0.5428 | 0.6001 | 0.5428 | 0.7368 |
200
- | No log | 8.5143 | 298 | 0.5843 | 0.6341 | 0.5843 | 0.7644 |
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- | No log | 8.5714 | 300 | 0.5964 | 0.5668 | 0.5964 | 0.7723 |
202
- | No log | 8.6286 | 302 | 0.5547 | 0.5913 | 0.5547 | 0.7448 |
203
- | No log | 8.6857 | 304 | 0.5490 | 0.5201 | 0.5490 | 0.7409 |
204
- | No log | 8.7429 | 306 | 0.5542 | 0.4973 | 0.5542 | 0.7444 |
205
- | No log | 8.8 | 308 | 0.5942 | 0.4749 | 0.5942 | 0.7708 |
206
- | No log | 8.8571 | 310 | 0.6779 | 0.3869 | 0.6779 | 0.8234 |
207
- | No log | 8.9143 | 312 | 0.6637 | 0.3869 | 0.6637 | 0.8147 |
208
- | No log | 8.9714 | 314 | 0.5391 | 0.4964 | 0.5391 | 0.7342 |
209
- | No log | 9.0286 | 316 | 0.5121 | 0.5305 | 0.5121 | 0.7156 |
210
- | No log | 9.0857 | 318 | 0.5078 | 0.5714 | 0.5078 | 0.7126 |
211
- | No log | 9.1429 | 320 | 0.4967 | 0.5945 | 0.4967 | 0.7048 |
212
- | No log | 9.2 | 322 | 0.4956 | 0.6577 | 0.4956 | 0.7040 |
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- | No log | 9.2571 | 324 | 0.4986 | 0.6688 | 0.4986 | 0.7061 |
214
- | No log | 9.3143 | 326 | 0.5274 | 0.6361 | 0.5274 | 0.7262 |
215
- | No log | 9.3714 | 328 | 0.5962 | 0.5200 | 0.5962 | 0.7722 |
216
- | No log | 9.4286 | 330 | 0.5534 | 0.5614 | 0.5534 | 0.7439 |
217
- | No log | 9.4857 | 332 | 0.5266 | 0.5584 | 0.5266 | 0.7257 |
218
- | No log | 9.5429 | 334 | 0.5107 | 0.5368 | 0.5107 | 0.7147 |
219
- | No log | 9.6 | 336 | 0.5575 | 0.5672 | 0.5575 | 0.7467 |
220
- | No log | 9.6571 | 338 | 0.5926 | 0.5581 | 0.5926 | 0.7698 |
221
- | No log | 9.7143 | 340 | 0.5645 | 0.5332 | 0.5645 | 0.7513 |
222
- | No log | 9.7714 | 342 | 0.5491 | 0.5949 | 0.5491 | 0.7410 |
223
- | No log | 9.8286 | 344 | 0.5573 | 0.5945 | 0.5573 | 0.7466 |
224
- | No log | 9.8857 | 346 | 0.5348 | 0.5770 | 0.5348 | 0.7313 |
225
- | No log | 9.9429 | 348 | 0.5244 | 0.4678 | 0.5244 | 0.7242 |
226
- | No log | 10.0 | 350 | 0.6079 | 0.5247 | 0.6079 | 0.7797 |
227
- | No log | 10.0571 | 352 | 0.6365 | 0.5263 | 0.6365 | 0.7978 |
228
- | No log | 10.1143 | 354 | 0.5592 | 0.5226 | 0.5592 | 0.7478 |
229
- | No log | 10.1714 | 356 | 0.5184 | 0.4402 | 0.5184 | 0.7200 |
230
- | No log | 10.2286 | 358 | 0.5449 | 0.4618 | 0.5449 | 0.7382 |
231
- | No log | 10.2857 | 360 | 0.5402 | 0.4618 | 0.5402 | 0.7350 |
232
- | No log | 10.3429 | 362 | 0.5260 | 0.4147 | 0.5260 | 0.7253 |
233
- | No log | 10.4 | 364 | 0.5315 | 0.5201 | 0.5315 | 0.7290 |
234
- | No log | 10.4571 | 366 | 0.5693 | 0.5082 | 0.5693 | 0.7545 |
235
- | No log | 10.5143 | 368 | 0.6055 | 0.5024 | 0.6055 | 0.7782 |
236
- | No log | 10.5714 | 370 | 0.6274 | 0.4841 | 0.6274 | 0.7921 |
237
- | No log | 10.6286 | 372 | 0.6035 | 0.5687 | 0.6035 | 0.7769 |
238
- | No log | 10.6857 | 374 | 0.5980 | 0.6371 | 0.5980 | 0.7733 |
239
- | No log | 10.7429 | 376 | 0.6027 | 0.5687 | 0.6027 | 0.7763 |
240
- | No log | 10.8 | 378 | 0.6409 | 0.4757 | 0.6409 | 0.8006 |
241
- | No log | 10.8571 | 380 | 0.7020 | 0.4884 | 0.7020 | 0.8378 |
242
- | No log | 10.9143 | 382 | 0.6478 | 0.4580 | 0.6478 | 0.8049 |
243
- | No log | 10.9714 | 384 | 0.5894 | 0.4595 | 0.5894 | 0.7677 |
244
- | No log | 11.0286 | 386 | 0.5662 | 0.4475 | 0.5662 | 0.7524 |
245
- | No log | 11.0857 | 388 | 0.5701 | 0.5015 | 0.5701 | 0.7551 |
246
- | No log | 11.1429 | 390 | 0.5579 | 0.5016 | 0.5579 | 0.7469 |
247
- | No log | 11.2 | 392 | 0.5434 | 0.3703 | 0.5434 | 0.7372 |
248
- | No log | 11.2571 | 394 | 0.5952 | 0.5483 | 0.5952 | 0.7715 |
249
- | No log | 11.3143 | 396 | 0.6323 | 0.4842 | 0.6323 | 0.7952 |
250
- | No log | 11.3714 | 398 | 0.5735 | 0.5320 | 0.5735 | 0.7573 |
251
- | No log | 11.4286 | 400 | 0.5180 | 0.5517 | 0.5180 | 0.7197 |
252
- | No log | 11.4857 | 402 | 0.5603 | 0.4769 | 0.5603 | 0.7485 |
253
- | No log | 11.5429 | 404 | 0.6100 | 0.4664 | 0.6100 | 0.7810 |
254
- | No log | 11.6 | 406 | 0.5615 | 0.5016 | 0.5615 | 0.7493 |
255
- | No log | 11.6571 | 408 | 0.5292 | 0.4217 | 0.5292 | 0.7274 |
256
- | No log | 11.7143 | 410 | 0.6307 | 0.4904 | 0.6307 | 0.7942 |
257
- | No log | 11.7714 | 412 | 0.7328 | 0.4096 | 0.7328 | 0.8561 |
258
- | No log | 11.8286 | 414 | 0.7205 | 0.4562 | 0.7205 | 0.8488 |
259
- | No log | 11.8857 | 416 | 0.6282 | 0.4018 | 0.6282 | 0.7926 |
260
- | No log | 11.9429 | 418 | 0.5565 | 0.5518 | 0.5565 | 0.7460 |
261
- | No log | 12.0 | 420 | 0.5759 | 0.5831 | 0.5759 | 0.7589 |
262
- | No log | 12.0571 | 422 | 0.5757 | 0.5723 | 0.5757 | 0.7587 |
263
- | No log | 12.1143 | 424 | 0.5705 | 0.5640 | 0.5705 | 0.7553 |
264
- | No log | 12.1714 | 426 | 0.6274 | 0.4018 | 0.6274 | 0.7921 |
265
- | No log | 12.2286 | 428 | 0.6855 | 0.4279 | 0.6855 | 0.8279 |
266
- | No log | 12.2857 | 430 | 0.6728 | 0.4362 | 0.6728 | 0.8202 |
267
- | No log | 12.3429 | 432 | 0.6351 | 0.4113 | 0.6351 | 0.7970 |
268
- | No log | 12.4 | 434 | 0.6011 | 0.4997 | 0.6011 | 0.7753 |
269
- | No log | 12.4571 | 436 | 0.5866 | 0.5442 | 0.5866 | 0.7659 |
270
- | No log | 12.5143 | 438 | 0.5706 | 0.5563 | 0.5706 | 0.7554 |
271
- | No log | 12.5714 | 440 | 0.5567 | 0.5853 | 0.5567 | 0.7461 |
272
- | No log | 12.6286 | 442 | 0.5485 | 0.5662 | 0.5485 | 0.7406 |
273
- | No log | 12.6857 | 444 | 0.5529 | 0.5167 | 0.5529 | 0.7436 |
274
- | No log | 12.7429 | 446 | 0.5600 | 0.5565 | 0.5600 | 0.7483 |
275
- | No log | 12.8 | 448 | 0.5677 | 0.5092 | 0.5677 | 0.7535 |
276
- | No log | 12.8571 | 450 | 0.5733 | 0.4992 | 0.5733 | 0.7572 |
277
- | No log | 12.9143 | 452 | 0.5722 | 0.4681 | 0.5722 | 0.7564 |
278
- | No log | 12.9714 | 454 | 0.5793 | 0.4743 | 0.5793 | 0.7611 |
279
- | No log | 13.0286 | 456 | 0.5760 | 0.4681 | 0.5760 | 0.7590 |
280
- | No log | 13.0857 | 458 | 0.5820 | 0.4006 | 0.5820 | 0.7629 |
281
- | No log | 13.1429 | 460 | 0.5875 | 0.4342 | 0.5875 | 0.7665 |
282
- | No log | 13.2 | 462 | 0.5878 | 0.4753 | 0.5878 | 0.7667 |
283
- | No log | 13.2571 | 464 | 0.6000 | 0.4604 | 0.6000 | 0.7746 |
284
- | No log | 13.3143 | 466 | 0.6424 | 0.5665 | 0.6424 | 0.8015 |
285
- | No log | 13.3714 | 468 | 0.6419 | 0.5552 | 0.6419 | 0.8012 |
286
- | No log | 13.4286 | 470 | 0.5979 | 0.4881 | 0.5979 | 0.7733 |
287
- | No log | 13.4857 | 472 | 0.5901 | 0.5026 | 0.5901 | 0.7682 |
288
- | No log | 13.5429 | 474 | 0.5865 | 0.4942 | 0.5865 | 0.7658 |
289
- | No log | 13.6 | 476 | 0.5803 | 0.4904 | 0.5803 | 0.7618 |
290
- | No log | 13.6571 | 478 | 0.5928 | 0.4036 | 0.5928 | 0.7699 |
291
- | No log | 13.7143 | 480 | 0.6095 | 0.3572 | 0.6095 | 0.7807 |
292
- | No log | 13.7714 | 482 | 0.6271 | 0.3894 | 0.6271 | 0.7919 |
293
- | No log | 13.8286 | 484 | 0.6094 | 0.3267 | 0.6094 | 0.7806 |
294
- | No log | 13.8857 | 486 | 0.5921 | 0.3677 | 0.5921 | 0.7695 |
295
- | No log | 13.9429 | 488 | 0.5905 | 0.4126 | 0.5905 | 0.7684 |
296
- | No log | 14.0 | 490 | 0.5824 | 0.4322 | 0.5824 | 0.7631 |
297
- | No log | 14.0571 | 492 | 0.5812 | 0.4362 | 0.5812 | 0.7624 |
298
- | No log | 14.1143 | 494 | 0.5876 | 0.4678 | 0.5876 | 0.7666 |
299
- | No log | 14.1714 | 496 | 0.5898 | 0.5572 | 0.5898 | 0.7680 |
300
- | No log | 14.2286 | 498 | 0.5743 | 0.5368 | 0.5743 | 0.7578 |
301
- | 0.3644 | 14.2857 | 500 | 0.5536 | 0.5533 | 0.5536 | 0.7441 |
302
- | 0.3644 | 14.3429 | 502 | 0.5655 | 0.4979 | 0.5655 | 0.7520 |
303
- | 0.3644 | 14.4 | 504 | 0.5706 | 0.5135 | 0.5706 | 0.7554 |
304
- | 0.3644 | 14.4571 | 506 | 0.5753 | 0.5373 | 0.5753 | 0.7585 |
305
- | 0.3644 | 14.5143 | 508 | 0.5822 | 0.5544 | 0.5822 | 0.7630 |
306
- | 0.3644 | 14.5714 | 510 | 0.6014 | 0.5544 | 0.6014 | 0.7755 |
307
- | 0.3644 | 14.6286 | 512 | 0.5529 | 0.5603 | 0.5529 | 0.7436 |
308
- | 0.3644 | 14.6857 | 514 | 0.5290 | 0.5266 | 0.5290 | 0.7273 |
309
- | 0.3644 | 14.7429 | 516 | 0.5373 | 0.5449 | 0.5373 | 0.7330 |
310
- | 0.3644 | 14.8 | 518 | 0.5980 | 0.5763 | 0.5980 | 0.7733 |
311
- | 0.3644 | 14.8571 | 520 | 0.6432 | 0.4842 | 0.6432 | 0.8020 |
312
- | 0.3644 | 14.9143 | 522 | 0.6007 | 0.5470 | 0.6007 | 0.7750 |
313
- | 0.3644 | 14.9714 | 524 | 0.5708 | 0.5779 | 0.5708 | 0.7555 |
314
- | 0.3644 | 15.0286 | 526 | 0.6068 | 0.5470 | 0.6068 | 0.7790 |
315
- | 0.3644 | 15.0857 | 528 | 0.7639 | 0.4159 | 0.7639 | 0.8740 |
316
- | 0.3644 | 15.1429 | 530 | 0.9716 | 0.2725 | 0.9716 | 0.9857 |
317
- | 0.3644 | 15.2 | 532 | 0.9853 | 0.2702 | 0.9853 | 0.9926 |
318
- | 0.3644 | 15.2571 | 534 | 0.8486 | 0.3965 | 0.8486 | 0.9212 |
319
 
320
 
321
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k11_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k11_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.5951
19
+ - Qwk: 0.5328
20
+ - Mse: 0.5951
21
+ - Rmse: 0.7714
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0526 | 2 | 2.5143 | -0.0646 | 2.5143 | 1.5857 |
53
+ | No log | 0.1053 | 4 | 1.2715 | 0.1277 | 1.2715 | 1.1276 |
54
+ | No log | 0.1579 | 6 | 0.8541 | 0.0955 | 0.8541 | 0.9242 |
55
+ | No log | 0.2105 | 8 | 0.8060 | 0.2008 | 0.8060 | 0.8978 |
56
+ | No log | 0.2632 | 10 | 0.7222 | 0.2132 | 0.7222 | 0.8498 |
57
+ | No log | 0.3158 | 12 | 0.7386 | 0.2352 | 0.7386 | 0.8594 |
58
+ | No log | 0.3684 | 14 | 0.7781 | 0.3234 | 0.7781 | 0.8821 |
59
+ | No log | 0.4211 | 16 | 0.7218 | 0.2471 | 0.7218 | 0.8496 |
60
+ | No log | 0.4737 | 18 | 0.7661 | 0.1372 | 0.7661 | 0.8753 |
61
+ | No log | 0.5263 | 20 | 0.8303 | 0.2494 | 0.8303 | 0.9112 |
62
+ | No log | 0.5789 | 22 | 0.7542 | 0.1372 | 0.7542 | 0.8685 |
63
+ | No log | 0.6316 | 24 | 0.7509 | 0.0 | 0.7509 | 0.8666 |
64
+ | No log | 0.6842 | 26 | 0.7540 | 0.0 | 0.7540 | 0.8684 |
65
+ | No log | 0.7368 | 28 | 0.7544 | 0.0 | 0.7544 | 0.8686 |
66
+ | No log | 0.7895 | 30 | 0.7925 | 0.0078 | 0.7925 | 0.8902 |
67
+ | No log | 0.8421 | 32 | 0.8495 | 0.0535 | 0.8495 | 0.9217 |
68
+ | No log | 0.8947 | 34 | 1.0061 | 0.0964 | 1.0061 | 1.0031 |
69
+ | No log | 0.9474 | 36 | 1.0236 | 0.2008 | 1.0236 | 1.0117 |
70
+ | No log | 1.0 | 38 | 0.9635 | 0.2381 | 0.9635 | 0.9816 |
71
+ | No log | 1.0526 | 40 | 0.8930 | 0.2109 | 0.8930 | 0.9450 |
72
+ | No log | 1.1053 | 42 | 0.8100 | 0.0495 | 0.8100 | 0.9000 |
73
+ | No log | 1.1579 | 44 | 0.7615 | 0.1277 | 0.7615 | 0.8726 |
74
+ | No log | 1.2105 | 46 | 0.7783 | 0.1315 | 0.7783 | 0.8822 |
75
+ | No log | 1.2632 | 48 | 0.8478 | 0.2526 | 0.8478 | 0.9208 |
76
+ | No log | 1.3158 | 50 | 0.8507 | 0.2156 | 0.8507 | 0.9223 |
77
+ | No log | 1.3684 | 52 | 0.8295 | 0.1372 | 0.8295 | 0.9108 |
78
+ | No log | 1.4211 | 54 | 0.8341 | 0.1372 | 0.8341 | 0.9133 |
79
+ | No log | 1.4737 | 56 | 0.8246 | 0.1372 | 0.8246 | 0.9081 |
80
+ | No log | 1.5263 | 58 | 0.8027 | 0.0481 | 0.8027 | 0.8959 |
81
+ | No log | 1.5789 | 60 | 0.7908 | 0.0937 | 0.7908 | 0.8893 |
82
+ | No log | 1.6316 | 62 | 0.7404 | 0.0 | 0.7404 | 0.8605 |
83
+ | No log | 1.6842 | 64 | 0.7141 | 0.0840 | 0.7141 | 0.8451 |
84
+ | No log | 1.7368 | 66 | 0.6981 | 0.0840 | 0.6981 | 0.8355 |
85
+ | No log | 1.7895 | 68 | 0.6701 | 0.1674 | 0.6701 | 0.8186 |
86
+ | No log | 1.8421 | 70 | 0.6572 | 0.2046 | 0.6572 | 0.8107 |
87
+ | No log | 1.8947 | 72 | 0.6639 | 0.2046 | 0.6639 | 0.8148 |
88
+ | No log | 1.9474 | 74 | 0.6681 | 0.3184 | 0.6681 | 0.8174 |
89
+ | No log | 2.0 | 76 | 0.6950 | 0.4139 | 0.6950 | 0.8336 |
90
+ | No log | 2.0526 | 78 | 0.7685 | 0.4152 | 0.7685 | 0.8766 |
91
+ | No log | 2.1053 | 80 | 0.7362 | 0.4395 | 0.7362 | 0.8580 |
92
+ | No log | 2.1579 | 82 | 0.6671 | 0.4859 | 0.6671 | 0.8168 |
93
+ | No log | 2.2105 | 84 | 0.6060 | 0.3717 | 0.6060 | 0.7784 |
94
+ | No log | 2.2632 | 86 | 0.5826 | 0.4729 | 0.5826 | 0.7633 |
95
+ | No log | 2.3158 | 88 | 0.6242 | 0.4007 | 0.6242 | 0.7901 |
96
+ | No log | 2.3684 | 90 | 0.7379 | 0.4283 | 0.7379 | 0.8590 |
97
+ | No log | 2.4211 | 92 | 0.9075 | 0.2875 | 0.9075 | 0.9526 |
98
+ | No log | 2.4737 | 94 | 0.9642 | 0.2784 | 0.9642 | 0.9819 |
99
+ | No log | 2.5263 | 96 | 0.9137 | 0.2977 | 0.9137 | 0.9559 |
100
+ | No log | 2.5789 | 98 | 0.7715 | 0.1770 | 0.7715 | 0.8784 |
101
+ | No log | 2.6316 | 100 | 0.6976 | 0.0393 | 0.6976 | 0.8352 |
102
+ | No log | 2.6842 | 102 | 0.7341 | 0.2537 | 0.7341 | 0.8568 |
103
+ | No log | 2.7368 | 104 | 0.7770 | 0.2345 | 0.7770 | 0.8814 |
104
+ | No log | 2.7895 | 106 | 0.7495 | 0.2857 | 0.7495 | 0.8657 |
105
+ | No log | 2.8421 | 108 | 0.7811 | 0.1263 | 0.7811 | 0.8838 |
106
+ | No log | 2.8947 | 110 | 1.0514 | 0.0627 | 1.0514 | 1.0254 |
107
+ | No log | 2.9474 | 112 | 1.2884 | 0.0763 | 1.2884 | 1.1351 |
108
+ | No log | 3.0 | 114 | 1.3801 | 0.1001 | 1.3801 | 1.1748 |
109
+ | No log | 3.0526 | 116 | 1.2179 | 0.1514 | 1.2179 | 1.1036 |
110
+ | No log | 3.1053 | 118 | 0.8944 | 0.1553 | 0.8944 | 0.9457 |
111
+ | No log | 3.1579 | 120 | 0.7451 | 0.2642 | 0.7451 | 0.8632 |
112
+ | No log | 3.2105 | 122 | 0.7201 | 0.3729 | 0.7201 | 0.8486 |
113
+ | No log | 3.2632 | 124 | 0.7525 | 0.3999 | 0.7525 | 0.8675 |
114
+ | No log | 3.3158 | 126 | 0.7820 | 0.3002 | 0.7820 | 0.8843 |
115
+ | No log | 3.3684 | 128 | 0.9196 | 0.2273 | 0.9196 | 0.9590 |
116
+ | No log | 3.4211 | 130 | 0.9541 | 0.2514 | 0.9541 | 0.9768 |
117
+ | No log | 3.4737 | 132 | 0.8703 | 0.2557 | 0.8703 | 0.9329 |
118
+ | No log | 3.5263 | 134 | 0.6693 | 0.5112 | 0.6693 | 0.8181 |
119
+ | No log | 3.5789 | 136 | 0.5657 | 0.5479 | 0.5657 | 0.7521 |
120
+ | No log | 3.6316 | 138 | 0.5707 | 0.5195 | 0.5707 | 0.7555 |
121
+ | No log | 3.6842 | 140 | 0.6448 | 0.5247 | 0.6448 | 0.8030 |
122
+ | No log | 3.7368 | 142 | 0.7286 | 0.4765 | 0.7286 | 0.8536 |
123
+ | No log | 3.7895 | 144 | 0.7285 | 0.4986 | 0.7285 | 0.8535 |
124
+ | No log | 3.8421 | 146 | 0.6718 | 0.4747 | 0.6718 | 0.8197 |
125
+ | No log | 3.8947 | 148 | 0.6087 | 0.5822 | 0.6087 | 0.7802 |
126
+ | No log | 3.9474 | 150 | 0.5975 | 0.5893 | 0.5975 | 0.7730 |
127
+ | No log | 4.0 | 152 | 0.5878 | 0.5893 | 0.5878 | 0.7667 |
128
+ | No log | 4.0526 | 154 | 0.5836 | 0.6173 | 0.5836 | 0.7640 |
129
+ | No log | 4.1053 | 156 | 0.6050 | 0.5943 | 0.6050 | 0.7778 |
130
+ | No log | 4.1579 | 158 | 0.6940 | 0.5100 | 0.6940 | 0.8331 |
131
+ | No log | 4.2105 | 160 | 0.6423 | 0.5262 | 0.6423 | 0.8015 |
132
+ | No log | 4.2632 | 162 | 0.5834 | 0.6222 | 0.5834 | 0.7638 |
133
+ | No log | 4.3158 | 164 | 0.6925 | 0.4298 | 0.6925 | 0.8322 |
134
+ | No log | 4.3684 | 166 | 0.8174 | 0.4016 | 0.8174 | 0.9041 |
135
+ | No log | 4.4211 | 168 | 0.7475 | 0.4350 | 0.7475 | 0.8646 |
136
+ | No log | 4.4737 | 170 | 0.5759 | 0.5267 | 0.5759 | 0.7589 |
137
+ | No log | 4.5263 | 172 | 0.5997 | 0.4239 | 0.5997 | 0.7744 |
138
+ | No log | 4.5789 | 174 | 0.7121 | 0.3665 | 0.7121 | 0.8439 |
139
+ | No log | 4.6316 | 176 | 0.6303 | 0.3770 | 0.6303 | 0.7939 |
140
+ | No log | 4.6842 | 178 | 0.5816 | 0.5248 | 0.5816 | 0.7626 |
141
+ | No log | 4.7368 | 180 | 0.6549 | 0.5178 | 0.6549 | 0.8093 |
142
+ | No log | 4.7895 | 182 | 0.7052 | 0.4289 | 0.7052 | 0.8398 |
143
+ | No log | 4.8421 | 184 | 0.7277 | 0.4032 | 0.7277 | 0.8531 |
144
+ | No log | 4.8947 | 186 | 0.6919 | 0.4686 | 0.6919 | 0.8318 |
145
+ | No log | 4.9474 | 188 | 0.5745 | 0.6247 | 0.5745 | 0.7580 |
146
+ | No log | 5.0 | 190 | 0.5611 | 0.6247 | 0.5611 | 0.7491 |
147
+ | No log | 5.0526 | 192 | 0.5963 | 0.6104 | 0.5963 | 0.7722 |
148
+ | No log | 5.1053 | 194 | 0.7655 | 0.3015 | 0.7655 | 0.8749 |
149
+ | No log | 5.1579 | 196 | 0.9030 | 0.2981 | 0.9030 | 0.9503 |
150
+ | No log | 5.2105 | 198 | 0.8672 | 0.3009 | 0.8672 | 0.9312 |
151
+ | No log | 5.2632 | 200 | 0.7111 | 0.4096 | 0.7111 | 0.8433 |
152
+ | No log | 5.3158 | 202 | 0.5563 | 0.6409 | 0.5563 | 0.7459 |
153
+ | No log | 5.3684 | 204 | 0.5341 | 0.5625 | 0.5341 | 0.7308 |
154
+ | No log | 5.4211 | 206 | 0.5384 | 0.6222 | 0.5384 | 0.7338 |
155
+ | No log | 5.4737 | 208 | 0.6314 | 0.4598 | 0.6314 | 0.7946 |
156
+ | No log | 5.5263 | 210 | 0.8034 | 0.4016 | 0.8034 | 0.8963 |
157
+ | No log | 5.5789 | 212 | 0.9973 | 0.3717 | 0.9973 | 0.9987 |
158
+ | No log | 5.6316 | 214 | 1.1059 | 0.1913 | 1.1059 | 1.0516 |
159
+ | No log | 5.6842 | 216 | 1.0042 | 0.3292 | 1.0042 | 1.0021 |
160
+ | No log | 5.7368 | 218 | 0.7482 | 0.4651 | 0.7482 | 0.8650 |
161
+ | No log | 5.7895 | 220 | 0.5597 | 0.6308 | 0.5597 | 0.7481 |
162
+ | No log | 5.8421 | 222 | 0.5466 | 0.5812 | 0.5466 | 0.7394 |
163
+ | No log | 5.8947 | 224 | 0.5559 | 0.6396 | 0.5559 | 0.7456 |
164
+ | No log | 5.9474 | 226 | 0.6277 | 0.5455 | 0.6277 | 0.7923 |
165
+ | No log | 6.0 | 228 | 0.6425 | 0.4949 | 0.6425 | 0.8015 |
166
+ | No log | 6.0526 | 230 | 0.6431 | 0.5455 | 0.6431 | 0.8019 |
167
+ | No log | 6.1053 | 232 | 0.5847 | 0.5406 | 0.5847 | 0.7647 |
168
+ | No log | 6.1579 | 234 | 0.5769 | 0.4992 | 0.5769 | 0.7595 |
169
+ | No log | 6.2105 | 236 | 0.5807 | 0.4771 | 0.5807 | 0.7620 |
170
+ | No log | 6.2632 | 238 | 0.6106 | 0.5041 | 0.6106 | 0.7814 |
171
+ | No log | 6.3158 | 240 | 0.6169 | 0.4766 | 0.6169 | 0.7854 |
172
+ | No log | 6.3684 | 242 | 0.5877 | 0.6289 | 0.5877 | 0.7666 |
173
+ | No log | 6.4211 | 244 | 0.5936 | 0.6355 | 0.5936 | 0.7705 |
174
+ | No log | 6.4737 | 246 | 0.5753 | 0.5827 | 0.5753 | 0.7585 |
175
+ | No log | 6.5263 | 248 | 0.5636 | 0.6121 | 0.5636 | 0.7507 |
176
+ | No log | 6.5789 | 250 | 0.5842 | 0.5483 | 0.5842 | 0.7643 |
177
+ | No log | 6.6316 | 252 | 0.5869 | 0.5483 | 0.5869 | 0.7661 |
178
+ | No log | 6.6842 | 254 | 0.5568 | 0.5687 | 0.5568 | 0.7462 |
179
+ | No log | 6.7368 | 256 | 0.5419 | 0.5617 | 0.5419 | 0.7361 |
180
+ | No log | 6.7895 | 258 | 0.5404 | 0.5831 | 0.5404 | 0.7351 |
181
+ | No log | 6.8421 | 260 | 0.5498 | 0.6183 | 0.5498 | 0.7415 |
182
+ | No log | 6.8947 | 262 | 0.5693 | 0.6034 | 0.5693 | 0.7545 |
183
+ | No log | 6.9474 | 264 | 0.5441 | 0.6395 | 0.5441 | 0.7376 |
184
+ | No log | 7.0 | 266 | 0.5561 | 0.5580 | 0.5561 | 0.7457 |
185
+ | No log | 7.0526 | 268 | 0.5582 | 0.5525 | 0.5582 | 0.7471 |
186
+ | No log | 7.1053 | 270 | 0.5354 | 0.6046 | 0.5354 | 0.7317 |
187
+ | No log | 7.1579 | 272 | 0.7512 | 0.4204 | 0.7512 | 0.8667 |
188
+ | No log | 7.2105 | 274 | 0.9135 | 0.3671 | 0.9135 | 0.9558 |
189
+ | No log | 7.2632 | 276 | 0.7755 | 0.4116 | 0.7755 | 0.8806 |
190
+ | No log | 7.3158 | 278 | 0.5842 | 0.6390 | 0.5842 | 0.7643 |
191
+ | No log | 7.3684 | 280 | 0.5085 | 0.6245 | 0.5085 | 0.7131 |
192
+ | No log | 7.4211 | 282 | 0.5159 | 0.6210 | 0.5159 | 0.7183 |
193
+ | No log | 7.4737 | 284 | 0.5924 | 0.4842 | 0.5924 | 0.7697 |
194
+ | No log | 7.5263 | 286 | 0.6158 | 0.4842 | 0.6158 | 0.7847 |
195
+ | No log | 7.5789 | 288 | 0.5610 | 0.5512 | 0.5610 | 0.7490 |
196
+ | No log | 7.6316 | 290 | 0.5217 | 0.6271 | 0.5217 | 0.7223 |
197
+ | No log | 7.6842 | 292 | 0.5179 | 0.6377 | 0.5179 | 0.7196 |
198
+ | No log | 7.7368 | 294 | 0.5414 | 0.5528 | 0.5414 | 0.7358 |
199
+ | No log | 7.7895 | 296 | 0.5503 | 0.5840 | 0.5503 | 0.7418 |
200
+ | No log | 7.8421 | 298 | 0.5510 | 0.6484 | 0.5510 | 0.7423 |
201
+ | No log | 7.8947 | 300 | 0.5925 | 0.5873 | 0.5925 | 0.7697 |
202
+ | No log | 7.9474 | 302 | 0.6365 | 0.5252 | 0.6365 | 0.7978 |
203
+ | No log | 8.0 | 304 | 0.5866 | 0.5636 | 0.5866 | 0.7659 |
204
+ | No log | 8.0526 | 306 | 0.5397 | 0.6344 | 0.5397 | 0.7346 |
205
+ | No log | 8.1053 | 308 | 0.5435 | 0.5657 | 0.5435 | 0.7372 |
206
+ | No log | 8.1579 | 310 | 0.5492 | 0.5657 | 0.5492 | 0.7410 |
207
+ | No log | 8.2105 | 312 | 0.5592 | 0.5065 | 0.5592 | 0.7478 |
208
+ | No log | 8.2632 | 314 | 0.5610 | 0.5028 | 0.5610 | 0.7490 |
209
+ | No log | 8.3158 | 316 | 0.5487 | 0.6183 | 0.5487 | 0.7408 |
210
+ | No log | 8.3684 | 318 | 0.5264 | 0.6636 | 0.5264 | 0.7255 |
211
+ | No log | 8.4211 | 320 | 0.5275 | 0.6339 | 0.5275 | 0.7263 |
212
+ | No log | 8.4737 | 322 | 0.5315 | 0.6650 | 0.5315 | 0.7290 |
213
+ | No log | 8.5263 | 324 | 0.6080 | 0.5251 | 0.6080 | 0.7797 |
214
+ | No log | 8.5789 | 326 | 0.6813 | 0.4756 | 0.6813 | 0.8254 |
215
+ | No log | 8.6316 | 328 | 0.6213 | 0.5696 | 0.6213 | 0.7882 |
216
+ | No log | 8.6842 | 330 | 0.5282 | 0.6667 | 0.5282 | 0.7268 |
217
+ | No log | 8.7368 | 332 | 0.5183 | 0.6455 | 0.5183 | 0.7199 |
218
+ | No log | 8.7895 | 334 | 0.5201 | 0.6339 | 0.5201 | 0.7212 |
219
+ | No log | 8.8421 | 336 | 0.5241 | 0.6339 | 0.5241 | 0.7240 |
220
+ | No log | 8.8947 | 338 | 0.5299 | 0.6747 | 0.5299 | 0.7280 |
221
+ | No log | 8.9474 | 340 | 0.5414 | 0.6087 | 0.5414 | 0.7358 |
222
+ | No log | 9.0 | 342 | 0.5347 | 0.6371 | 0.5347 | 0.7312 |
223
+ | No log | 9.0526 | 344 | 0.5312 | 0.6286 | 0.5312 | 0.7289 |
224
+ | No log | 9.1053 | 346 | 0.5310 | 0.5936 | 0.5310 | 0.7287 |
225
+ | No log | 9.1579 | 348 | 0.5260 | 0.6286 | 0.5260 | 0.7253 |
226
+ | No log | 9.2105 | 350 | 0.5384 | 0.6197 | 0.5384 | 0.7338 |
227
+ | No log | 9.2632 | 352 | 0.5470 | 0.6295 | 0.5470 | 0.7396 |
228
+ | No log | 9.3158 | 354 | 0.5157 | 0.6068 | 0.5157 | 0.7181 |
229
+ | No log | 9.3684 | 356 | 0.5041 | 0.6156 | 0.5041 | 0.7100 |
230
+ | No log | 9.4211 | 358 | 0.5048 | 0.6156 | 0.5048 | 0.7105 |
231
+ | No log | 9.4737 | 360 | 0.5203 | 0.6068 | 0.5203 | 0.7213 |
232
+ | No log | 9.5263 | 362 | 0.6179 | 0.5266 | 0.6179 | 0.7861 |
233
+ | No log | 9.5789 | 364 | 0.6280 | 0.5002 | 0.6280 | 0.7925 |
234
+ | No log | 9.6316 | 366 | 0.5847 | 0.5538 | 0.5847 | 0.7646 |
235
+ | No log | 9.6842 | 368 | 0.5241 | 0.6269 | 0.5241 | 0.7239 |
236
+ | No log | 9.7368 | 370 | 0.5088 | 0.5767 | 0.5088 | 0.7133 |
237
+ | No log | 9.7895 | 372 | 0.5246 | 0.5422 | 0.5246 | 0.7243 |
238
+ | No log | 9.8421 | 374 | 0.5117 | 0.6137 | 0.5117 | 0.7153 |
239
+ | No log | 9.8947 | 376 | 0.4998 | 0.5992 | 0.4998 | 0.7069 |
240
+ | No log | 9.9474 | 378 | 0.4999 | 0.6200 | 0.4999 | 0.7071 |
241
+ | No log | 10.0 | 380 | 0.4984 | 0.6215 | 0.4984 | 0.7060 |
242
+ | No log | 10.0526 | 382 | 0.4782 | 0.7055 | 0.4782 | 0.6915 |
243
+ | No log | 10.1053 | 384 | 0.4715 | 0.7055 | 0.4715 | 0.6867 |
244
+ | No log | 10.1579 | 386 | 0.4728 | 0.7055 | 0.4728 | 0.6876 |
245
+ | No log | 10.2105 | 388 | 0.4758 | 0.6724 | 0.4758 | 0.6898 |
246
+ | No log | 10.2632 | 390 | 0.4735 | 0.6620 | 0.4735 | 0.6881 |
247
+ | No log | 10.3158 | 392 | 0.4819 | 0.6770 | 0.4819 | 0.6942 |
248
+ | No log | 10.3684 | 394 | 0.5917 | 0.5122 | 0.5917 | 0.7692 |
249
+ | No log | 10.4211 | 396 | 0.6931 | 0.4350 | 0.6931 | 0.8325 |
250
+ | No log | 10.4737 | 398 | 0.6492 | 0.4584 | 0.6492 | 0.8058 |
251
+ | No log | 10.5263 | 400 | 0.5341 | 0.6367 | 0.5341 | 0.7308 |
252
+ | No log | 10.5789 | 402 | 0.5222 | 0.6455 | 0.5222 | 0.7226 |
253
+ | No log | 10.6316 | 404 | 0.6119 | 0.4969 | 0.6119 | 0.7823 |
254
+ | No log | 10.6842 | 406 | 0.6323 | 0.4633 | 0.6323 | 0.7952 |
255
+ | No log | 10.7368 | 408 | 0.5530 | 0.5195 | 0.5530 | 0.7436 |
256
+ | No log | 10.7895 | 410 | 0.4843 | 0.6554 | 0.4843 | 0.6959 |
257
+ | No log | 10.8421 | 412 | 0.4889 | 0.6782 | 0.4889 | 0.6992 |
258
+ | No log | 10.8947 | 414 | 0.5012 | 0.6235 | 0.5012 | 0.7080 |
259
+ | No log | 10.9474 | 416 | 0.4833 | 0.7236 | 0.4833 | 0.6952 |
260
+ | No log | 11.0 | 418 | 0.4547 | 0.7032 | 0.4547 | 0.6743 |
261
+ | No log | 11.0526 | 420 | 0.4803 | 0.6251 | 0.4803 | 0.6930 |
262
+ | No log | 11.1053 | 422 | 0.4969 | 0.6058 | 0.4969 | 0.7049 |
263
+ | No log | 11.1579 | 424 | 0.4690 | 0.6431 | 0.4690 | 0.6848 |
264
+ | No log | 11.2105 | 426 | 0.4706 | 0.6667 | 0.4706 | 0.6860 |
265
+ | No log | 11.2632 | 428 | 0.4945 | 0.6414 | 0.4945 | 0.7032 |
266
+ | No log | 11.3158 | 430 | 0.4781 | 0.6282 | 0.4781 | 0.6915 |
267
+ | No log | 11.3684 | 432 | 0.4663 | 0.6636 | 0.4663 | 0.6828 |
268
+ | No log | 11.4211 | 434 | 0.5281 | 0.5166 | 0.5281 | 0.7267 |
269
+ | No log | 11.4737 | 436 | 0.5728 | 0.4979 | 0.5728 | 0.7569 |
270
+ | No log | 11.5263 | 438 | 0.5410 | 0.5758 | 0.5410 | 0.7356 |
271
+ | No log | 11.5789 | 440 | 0.4846 | 0.6730 | 0.4846 | 0.6961 |
272
+ | No log | 11.6316 | 442 | 0.4821 | 0.7114 | 0.4821 | 0.6943 |
273
+ | No log | 11.6842 | 444 | 0.4948 | 0.6295 | 0.4948 | 0.7034 |
274
+ | No log | 11.7368 | 446 | 0.4887 | 0.6295 | 0.4887 | 0.6991 |
275
+ | No log | 11.7895 | 448 | 0.4733 | 0.6866 | 0.4733 | 0.6880 |
276
+ | No log | 11.8421 | 450 | 0.4595 | 0.6929 | 0.4595 | 0.6779 |
277
+ | No log | 11.8947 | 452 | 0.4653 | 0.6830 | 0.4653 | 0.6821 |
278
+ | No log | 11.9474 | 454 | 0.4634 | 0.6830 | 0.4634 | 0.6807 |
279
+ | No log | 12.0 | 456 | 0.4739 | 0.7052 | 0.4739 | 0.6884 |
280
+ | No log | 12.0526 | 458 | 0.4947 | 0.7319 | 0.4947 | 0.7033 |
281
+ | No log | 12.1053 | 460 | 0.4811 | 0.7052 | 0.4811 | 0.6936 |
282
+ | No log | 12.1579 | 462 | 0.4730 | 0.6723 | 0.4730 | 0.6878 |
283
+ | No log | 12.2105 | 464 | 0.4803 | 0.6699 | 0.4803 | 0.6930 |
284
+ | No log | 12.2632 | 466 | 0.4842 | 0.6372 | 0.4842 | 0.6958 |
285
+ | No log | 12.3158 | 468 | 0.4737 | 0.6985 | 0.4737 | 0.6882 |
286
+ | No log | 12.3684 | 470 | 0.4667 | 0.7158 | 0.4667 | 0.6832 |
287
+ | No log | 12.4211 | 472 | 0.4893 | 0.6598 | 0.4893 | 0.6995 |
288
+ | No log | 12.4737 | 474 | 0.5353 | 0.5603 | 0.5353 | 0.7316 |
289
+ | No log | 12.5263 | 476 | 0.5661 | 0.5251 | 0.5661 | 0.7524 |
290
+ | No log | 12.5789 | 478 | 0.5413 | 0.5160 | 0.5413 | 0.7358 |
291
+ | No log | 12.6316 | 480 | 0.4884 | 0.6279 | 0.4884 | 0.6989 |
292
+ | No log | 12.6842 | 482 | 0.4789 | 0.6830 | 0.4789 | 0.6921 |
293
+ | No log | 12.7368 | 484 | 0.4948 | 0.5836 | 0.4948 | 0.7034 |
294
+ | No log | 12.7895 | 486 | 0.4996 | 0.5467 | 0.4996 | 0.7068 |
295
+ | No log | 12.8421 | 488 | 0.5019 | 0.5648 | 0.5019 | 0.7085 |
296
+ | No log | 12.8947 | 490 | 0.5170 | 0.5493 | 0.5170 | 0.7190 |
297
+ | No log | 12.9474 | 492 | 0.5612 | 0.4908 | 0.5612 | 0.7492 |
298
+ | No log | 13.0 | 494 | 0.5772 | 0.4886 | 0.5772 | 0.7597 |
299
+ | No log | 13.0526 | 496 | 0.5695 | 0.5095 | 0.5695 | 0.7546 |
300
+ | No log | 13.1053 | 498 | 0.5509 | 0.6156 | 0.5509 | 0.7422 |
301
+ | 0.3108 | 13.1579 | 500 | 0.5263 | 0.5929 | 0.5263 | 0.7255 |
302
+ | 0.3108 | 13.2105 | 502 | 0.5086 | 0.5902 | 0.5086 | 0.7132 |
303
+ | 0.3108 | 13.2632 | 504 | 0.5036 | 0.5970 | 0.5036 | 0.7097 |
304
+ | 0.3108 | 13.3158 | 506 | 0.5067 | 0.5731 | 0.5067 | 0.7118 |
305
+ | 0.3108 | 13.3684 | 508 | 0.5127 | 0.4958 | 0.5127 | 0.7160 |
306
+ | 0.3108 | 13.4211 | 510 | 0.4954 | 0.5731 | 0.4954 | 0.7038 |
307
+ | 0.3108 | 13.4737 | 512 | 0.4856 | 0.6170 | 0.4856 | 0.6969 |
308
+ | 0.3108 | 13.5263 | 514 | 0.4777 | 0.6739 | 0.4777 | 0.6911 |
309
+ | 0.3108 | 13.5789 | 516 | 0.4733 | 0.6365 | 0.4733 | 0.6879 |
310
+ | 0.3108 | 13.6316 | 518 | 0.4716 | 0.6839 | 0.4716 | 0.6867 |
311
+ | 0.3108 | 13.6842 | 520 | 0.4910 | 0.6683 | 0.4910 | 0.7007 |
312
+ | 0.3108 | 13.7368 | 522 | 0.5578 | 0.5528 | 0.5578 | 0.7468 |
313
+ | 0.3108 | 13.7895 | 524 | 0.6270 | 0.4943 | 0.6270 | 0.7918 |
314
+ | 0.3108 | 13.8421 | 526 | 0.6440 | 0.4884 | 0.6440 | 0.8025 |
315
+ | 0.3108 | 13.8947 | 528 | 0.6301 | 0.4884 | 0.6301 | 0.7938 |
316
+ | 0.3108 | 13.9474 | 530 | 0.5951 | 0.5328 | 0.5951 | 0.7714 |
 
 
317
 
318
 
319
  ### Framework versions