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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k19_task7_organization

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  1. README.md +395 -294
  2. model.safetensors +1 -1
README.md CHANGED
@@ -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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k19_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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k19_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: 0.6842
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- - Qwk: 0.1519
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- - Mse: 0.6842
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- - Rmse: 0.8272
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  ## Model description
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@@ -49,294 +49,395 @@ 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 | 0.0206 | 2 | 2.5098 | -0.0593 | 2.5098 | 1.5842 |
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- | No log | 0.0412 | 4 | 1.2588 | 0.1581 | 1.2588 | 1.1220 |
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- | No log | 0.0619 | 6 | 1.0095 | -0.1461 | 1.0095 | 1.0047 |
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- | No log | 0.0825 | 8 | 1.1035 | 0.1374 | 1.1035 | 1.0505 |
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- | No log | 0.1031 | 10 | 0.9807 | 0.1869 | 0.9807 | 0.9903 |
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- | No log | 0.1237 | 12 | 0.8305 | 0.2149 | 0.8305 | 0.9113 |
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- | No log | 0.1443 | 14 | 0.7728 | 0.1308 | 0.7728 | 0.8791 |
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- | No log | 0.1649 | 16 | 0.9547 | 0.2363 | 0.9547 | 0.9771 |
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- | No log | 0.1856 | 18 | 0.9311 | 0.2939 | 0.9311 | 0.9649 |
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- | No log | 0.2062 | 20 | 0.6819 | 0.2713 | 0.6819 | 0.8258 |
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- | No log | 0.2268 | 22 | 0.8007 | 0.2673 | 0.8007 | 0.8948 |
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- | No log | 0.2474 | 24 | 0.9689 | 0.2040 | 0.9689 | 0.9843 |
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- | No log | 0.2680 | 26 | 0.7539 | 0.2740 | 0.7539 | 0.8683 |
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- | No log | 0.2887 | 28 | 0.6419 | 0.3072 | 0.6419 | 0.8012 |
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- | No log | 0.3093 | 30 | 0.6916 | 0.2171 | 0.6916 | 0.8316 |
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- | No log | 0.3299 | 32 | 0.7519 | 0.2843 | 0.7519 | 0.8671 |
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- | No log | 0.3505 | 34 | 0.6668 | 0.2270 | 0.6668 | 0.8166 |
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- | No log | 0.3711 | 36 | 0.6758 | 0.3416 | 0.6758 | 0.8221 |
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- | No log | 0.3918 | 38 | 0.7023 | 0.2963 | 0.7023 | 0.8380 |
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- | No log | 0.4124 | 40 | 0.9416 | 0.1584 | 0.9416 | 0.9704 |
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- | No log | 0.4330 | 42 | 0.8056 | 0.1142 | 0.8056 | 0.8976 |
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- | No log | 0.4536 | 44 | 0.6941 | 0.3385 | 0.6941 | 0.8331 |
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- | No log | 0.4742 | 46 | 0.7869 | 0.1866 | 0.7869 | 0.8871 |
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- | No log | 0.4948 | 48 | 1.2716 | 0.1535 | 1.2716 | 1.1277 |
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- | No log | 0.5155 | 50 | 1.7356 | 0.0185 | 1.7356 | 1.3174 |
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- | No log | 0.5361 | 52 | 1.5467 | 0.0266 | 1.5467 | 1.2437 |
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- | No log | 0.5567 | 54 | 0.9204 | 0.1459 | 0.9204 | 0.9594 |
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- | No log | 0.5773 | 56 | 0.7420 | 0.1539 | 0.7420 | 0.8614 |
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- | No log | 0.5979 | 58 | 0.8077 | 0.1222 | 0.8077 | 0.8987 |
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- | No log | 0.6186 | 60 | 1.1250 | 0.1461 | 1.1250 | 1.0607 |
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- | No log | 0.6392 | 62 | 1.2622 | 0.1077 | 1.2622 | 1.1235 |
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- | No log | 0.6598 | 64 | 1.2199 | 0.0111 | 1.2199 | 1.1045 |
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- | No log | 0.6804 | 66 | 1.3677 | 0.0546 | 1.3677 | 1.1695 |
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- | No log | 0.7010 | 68 | 1.7577 | 0.0337 | 1.7577 | 1.3258 |
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- | No log | 0.7216 | 70 | 1.3234 | 0.0902 | 1.3234 | 1.1504 |
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- | No log | 0.7423 | 72 | 0.8373 | 0.2149 | 0.8373 | 0.9150 |
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- | No log | 0.7629 | 74 | 0.8676 | 0.3195 | 0.8676 | 0.9314 |
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- | No log | 0.7835 | 76 | 1.3868 | 0.1359 | 1.3868 | 1.1776 |
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- | No log | 0.8041 | 78 | 1.9306 | 0.0279 | 1.9306 | 1.3895 |
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- | No log | 0.8247 | 80 | 1.5796 | 0.1490 | 1.5796 | 1.2568 |
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- | No log | 0.8454 | 82 | 1.0887 | 0.2482 | 1.0887 | 1.0434 |
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- | No log | 0.8660 | 84 | 0.8776 | 0.1368 | 0.8776 | 0.9368 |
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- | No log | 0.8866 | 86 | 0.9766 | 0.1984 | 0.9766 | 0.9882 |
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- | No log | 0.9072 | 88 | 1.6451 | 0.1843 | 1.6451 | 1.2826 |
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- | No log | 0.9278 | 90 | 2.0139 | 0.1255 | 2.0139 | 1.4191 |
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- | No log | 0.9485 | 92 | 1.6133 | 0.1633 | 1.6133 | 1.2702 |
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- | No log | 0.9691 | 94 | 0.9217 | 0.1765 | 0.9217 | 0.9600 |
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- | No log | 0.9897 | 96 | 0.7787 | 0.2561 | 0.7787 | 0.8825 |
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- | No log | 1.0103 | 98 | 0.7903 | 0.2498 | 0.7903 | 0.8890 |
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- | No log | 1.0309 | 100 | 1.0667 | 0.1463 | 1.0667 | 1.0328 |
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- | No log | 1.0515 | 102 | 1.5529 | 0.1198 | 1.5529 | 1.2461 |
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- | No log | 1.0722 | 104 | 1.5275 | 0.1198 | 1.5275 | 1.2359 |
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- | No log | 1.0928 | 106 | 1.2303 | 0.1679 | 1.2303 | 1.1092 |
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- | No log | 1.1134 | 108 | 0.9876 | 0.1911 | 0.9876 | 0.9938 |
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- | No log | 1.1340 | 110 | 1.0384 | 0.1208 | 1.0384 | 1.0190 |
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- | No log | 1.1546 | 112 | 1.1759 | 0.0816 | 1.1759 | 1.0844 |
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- | No log | 1.1753 | 114 | 1.4160 | 0.1772 | 1.4160 | 1.1900 |
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- | No log | 1.1959 | 116 | 1.6349 | 0.1233 | 1.6349 | 1.2786 |
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- | No log | 1.2165 | 118 | 1.4782 | 0.1473 | 1.4782 | 1.2158 |
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- | No log | 1.2371 | 120 | 1.1106 | 0.1210 | 1.1106 | 1.0539 |
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- | No log | 1.2577 | 122 | 1.0135 | 0.1827 | 1.0135 | 1.0067 |
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- | No log | 1.2784 | 124 | 1.1826 | 0.1086 | 1.1826 | 1.0875 |
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- | No log | 1.2990 | 126 | 1.5490 | 0.0471 | 1.5490 | 1.2446 |
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- | No log | 1.3196 | 128 | 1.5678 | 0.0188 | 1.5678 | 1.2521 |
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- | No log | 1.3402 | 130 | 1.3103 | 0.1147 | 1.3103 | 1.1447 |
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- | No log | 1.3608 | 132 | 1.0262 | 0.1534 | 1.0262 | 1.0130 |
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- | No log | 1.3814 | 134 | 0.9275 | 0.1661 | 0.9275 | 0.9631 |
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- | No log | 1.4021 | 136 | 1.0052 | 0.2193 | 1.0052 | 1.0026 |
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- | No log | 1.4227 | 138 | 1.1426 | 0.1651 | 1.1426 | 1.0689 |
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- | No log | 1.4433 | 140 | 1.1708 | 0.1274 | 1.1708 | 1.0820 |
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- | No log | 1.4639 | 142 | 1.1371 | 0.1612 | 1.1371 | 1.0664 |
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- | No log | 1.4845 | 144 | 0.9775 | 0.2562 | 0.9775 | 0.9887 |
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- | No log | 1.5052 | 146 | 0.7524 | 0.2149 | 0.7524 | 0.8674 |
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- | No log | 1.5258 | 148 | 0.6401 | 0.3111 | 0.6401 | 0.8000 |
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- | No log | 1.5464 | 150 | 0.6433 | 0.3498 | 0.6433 | 0.8020 |
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- | No log | 1.5670 | 152 | 0.9161 | 0.3439 | 0.9161 | 0.9571 |
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- | No log | 1.5876 | 154 | 1.1408 | 0.3010 | 1.1408 | 1.0681 |
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- | No log | 1.6082 | 156 | 0.9793 | 0.3538 | 0.9793 | 0.9896 |
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- | No log | 1.6289 | 158 | 0.7047 | 0.4873 | 0.7047 | 0.8395 |
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- | No log | 1.6495 | 160 | 0.5886 | 0.3524 | 0.5886 | 0.7672 |
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- | No log | 1.6701 | 162 | 0.5967 | 0.4059 | 0.5967 | 0.7725 |
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- | No log | 1.6907 | 164 | 0.5949 | 0.4059 | 0.5949 | 0.7713 |
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- | No log | 1.7113 | 166 | 0.5650 | 0.3675 | 0.5650 | 0.7517 |
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- | No log | 1.7320 | 168 | 0.5922 | 0.3688 | 0.5922 | 0.7696 |
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- | No log | 1.7526 | 170 | 0.6051 | 0.4959 | 0.6051 | 0.7779 |
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- | No log | 1.7732 | 172 | 0.6276 | 0.5183 | 0.6276 | 0.7922 |
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- | No log | 1.7938 | 174 | 0.6190 | 0.5329 | 0.6190 | 0.7868 |
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- | No log | 1.8144 | 176 | 0.5959 | 0.4684 | 0.5959 | 0.7720 |
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- | No log | 1.8351 | 178 | 0.5489 | 0.4562 | 0.5489 | 0.7409 |
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- | No log | 1.8557 | 180 | 0.5874 | 0.5399 | 0.5874 | 0.7664 |
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- | No log | 1.8763 | 182 | 0.6173 | 0.5268 | 0.6173 | 0.7857 |
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- | No log | 1.8969 | 184 | 0.5902 | 0.5210 | 0.5902 | 0.7683 |
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- | No log | 1.9175 | 186 | 0.5690 | 0.5070 | 0.5690 | 0.7543 |
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- | No log | 1.9381 | 188 | 0.5445 | 0.4514 | 0.5445 | 0.7379 |
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- | No log | 1.9588 | 190 | 0.5337 | 0.4788 | 0.5337 | 0.7306 |
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- | No log | 1.9794 | 192 | 0.5407 | 0.4835 | 0.5407 | 0.7353 |
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- | No log | 2.0 | 194 | 0.5031 | 0.4613 | 0.5031 | 0.7093 |
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- | No log | 2.0206 | 196 | 0.5221 | 0.5265 | 0.5221 | 0.7225 |
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- | No log | 2.0412 | 198 | 0.5144 | 0.5574 | 0.5144 | 0.7172 |
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- | No log | 2.0619 | 200 | 0.5137 | 0.4705 | 0.5137 | 0.7167 |
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- | No log | 2.0825 | 202 | 0.5103 | 0.4402 | 0.5103 | 0.7143 |
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- | No log | 2.1031 | 204 | 0.5461 | 0.5030 | 0.5461 | 0.7390 |
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- | No log | 2.1237 | 206 | 0.5668 | 0.4517 | 0.5668 | 0.7528 |
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- | No log | 2.1443 | 208 | 0.5923 | 0.4018 | 0.5923 | 0.7696 |
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- | No log | 2.1649 | 210 | 0.6081 | 0.3719 | 0.6081 | 0.7798 |
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- | No log | 2.1856 | 212 | 0.5670 | 0.4007 | 0.5670 | 0.7530 |
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- | No log | 2.2062 | 214 | 0.5507 | 0.3228 | 0.5507 | 0.7421 |
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- | No log | 2.2268 | 216 | 0.5558 | 0.3011 | 0.5558 | 0.7455 |
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- | No log | 2.2474 | 218 | 0.5610 | 0.2973 | 0.5610 | 0.7490 |
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- | No log | 2.2680 | 220 | 0.5750 | 0.3011 | 0.5750 | 0.7583 |
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- | No log | 2.2887 | 222 | 0.6636 | 0.4502 | 0.6636 | 0.8146 |
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- | No log | 2.3093 | 224 | 0.7216 | 0.5211 | 0.7216 | 0.8495 |
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- | No log | 2.3299 | 226 | 0.6839 | 0.3963 | 0.6839 | 0.8270 |
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- | No log | 2.3505 | 228 | 0.6873 | 0.3219 | 0.6873 | 0.8290 |
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- | No log | 2.3711 | 230 | 0.6507 | 0.3372 | 0.6507 | 0.8067 |
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- | No log | 2.3918 | 232 | 0.6602 | 0.3637 | 0.6602 | 0.8125 |
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- | No log | 2.4124 | 234 | 0.6954 | 0.4067 | 0.6954 | 0.8339 |
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- | No log | 2.4330 | 236 | 0.6432 | 0.3918 | 0.6432 | 0.8020 |
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- | No log | 2.4536 | 238 | 0.6353 | 0.3918 | 0.6353 | 0.7970 |
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- | No log | 2.4742 | 240 | 0.6595 | 0.4502 | 0.6595 | 0.8121 |
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- | No log | 2.4948 | 242 | 0.6154 | 0.3662 | 0.6154 | 0.7845 |
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- | No log | 2.5155 | 244 | 0.5663 | 0.3445 | 0.5663 | 0.7525 |
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- | No log | 2.5361 | 246 | 0.5677 | 0.3445 | 0.5677 | 0.7535 |
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- | No log | 2.5567 | 248 | 0.5811 | 0.2981 | 0.5811 | 0.7623 |
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- | No log | 2.5773 | 250 | 0.5967 | 0.2981 | 0.5967 | 0.7725 |
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- | No log | 2.5979 | 252 | 0.6663 | 0.3723 | 0.6663 | 0.8163 |
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- | No log | 2.6186 | 254 | 0.6854 | 0.3379 | 0.6854 | 0.8279 |
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- | No log | 2.6392 | 256 | 0.6506 | 0.3425 | 0.6506 | 0.8066 |
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- | No log | 2.6598 | 258 | 0.6606 | 0.3737 | 0.6606 | 0.8128 |
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- | No log | 2.6804 | 260 | 0.7266 | 0.4959 | 0.7266 | 0.8524 |
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- | No log | 2.7010 | 262 | 0.8384 | 0.4462 | 0.8384 | 0.9156 |
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- | No log | 2.7216 | 264 | 0.7344 | 0.5095 | 0.7344 | 0.8570 |
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- | No log | 2.7423 | 266 | 0.6513 | 0.4873 | 0.6513 | 0.8070 |
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- | No log | 2.7629 | 268 | 0.5882 | 0.3545 | 0.5882 | 0.7669 |
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- | No log | 2.7835 | 270 | 0.5597 | 0.3426 | 0.5597 | 0.7481 |
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- | No log | 2.8041 | 272 | 0.5654 | 0.3123 | 0.5654 | 0.7519 |
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- | No log | 2.8247 | 274 | 0.6520 | 0.4873 | 0.6520 | 0.8074 |
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- | No log | 2.8454 | 276 | 0.7404 | 0.5156 | 0.7404 | 0.8605 |
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- | No log | 2.8660 | 278 | 0.6767 | 0.4943 | 0.6767 | 0.8226 |
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- | No log | 2.8866 | 280 | 0.5805 | 0.4020 | 0.5805 | 0.7619 |
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- | No log | 2.9072 | 282 | 0.5618 | 0.3599 | 0.5618 | 0.7496 |
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- | No log | 2.9278 | 284 | 0.5366 | 0.3111 | 0.5366 | 0.7325 |
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- | No log | 2.9485 | 286 | 0.5337 | 0.3141 | 0.5337 | 0.7306 |
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- | No log | 2.9691 | 288 | 0.5353 | 0.3228 | 0.5353 | 0.7317 |
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- | No log | 2.9897 | 290 | 0.5667 | 0.4330 | 0.5667 | 0.7528 |
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- | No log | 3.0103 | 292 | 0.5643 | 0.4330 | 0.5643 | 0.7512 |
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- | No log | 3.0309 | 294 | 0.5437 | 0.3494 | 0.5437 | 0.7374 |
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- | No log | 3.0515 | 296 | 0.5302 | 0.3494 | 0.5302 | 0.7281 |
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- | No log | 3.0722 | 298 | 0.5320 | 0.4044 | 0.5320 | 0.7294 |
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- | No log | 3.0928 | 300 | 0.5377 | 0.4044 | 0.5377 | 0.7333 |
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- | No log | 3.1134 | 302 | 0.5420 | 0.4575 | 0.5420 | 0.7362 |
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- | No log | 3.1340 | 304 | 0.5476 | 0.4942 | 0.5476 | 0.7400 |
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- | No log | 3.1546 | 306 | 0.5421 | 0.4419 | 0.5421 | 0.7363 |
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- | No log | 3.1753 | 308 | 0.6007 | 0.5173 | 0.6007 | 0.7751 |
206
- | No log | 3.1959 | 310 | 0.7731 | 0.4910 | 0.7731 | 0.8793 |
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- | No log | 3.2165 | 312 | 0.7452 | 0.5449 | 0.7452 | 0.8632 |
208
- | No log | 3.2371 | 314 | 0.5869 | 0.5048 | 0.5869 | 0.7661 |
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- | No log | 3.2577 | 316 | 0.5081 | 0.3153 | 0.5081 | 0.7128 |
210
- | No log | 3.2784 | 318 | 0.4997 | 0.4299 | 0.4997 | 0.7069 |
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- | No log | 3.2990 | 320 | 0.4965 | 0.4299 | 0.4965 | 0.7046 |
212
- | No log | 3.3196 | 322 | 0.5084 | 0.4885 | 0.5084 | 0.7130 |
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- | No log | 3.3402 | 324 | 0.5237 | 0.5831 | 0.5237 | 0.7237 |
214
- | No log | 3.3608 | 326 | 0.5152 | 0.4820 | 0.5152 | 0.7178 |
215
- | No log | 3.3814 | 328 | 0.5048 | 0.4595 | 0.5048 | 0.7105 |
216
- | No log | 3.4021 | 330 | 0.4998 | 0.4569 | 0.4998 | 0.7070 |
217
- | No log | 3.4227 | 332 | 0.5014 | 0.3781 | 0.5014 | 0.7081 |
218
- | No log | 3.4433 | 334 | 0.5040 | 0.3474 | 0.5040 | 0.7099 |
219
- | No log | 3.4639 | 336 | 0.4947 | 0.4044 | 0.4947 | 0.7033 |
220
- | No log | 3.4845 | 338 | 0.4885 | 0.3988 | 0.4885 | 0.6989 |
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- | No log | 3.5052 | 340 | 0.4827 | 0.4505 | 0.4827 | 0.6948 |
222
- | No log | 3.5258 | 342 | 0.4833 | 0.4505 | 0.4833 | 0.6952 |
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- | No log | 3.5464 | 344 | 0.5380 | 0.4451 | 0.5380 | 0.7335 |
224
- | No log | 3.5670 | 346 | 0.5893 | 0.4961 | 0.5893 | 0.7677 |
225
- | No log | 3.5876 | 348 | 0.5872 | 0.5113 | 0.5872 | 0.7663 |
226
- | No log | 3.6082 | 350 | 0.6165 | 0.4089 | 0.6165 | 0.7851 |
227
- | No log | 3.6289 | 352 | 0.5981 | 0.3894 | 0.5981 | 0.7734 |
228
- | No log | 3.6495 | 354 | 0.5505 | 0.3523 | 0.5505 | 0.7419 |
229
- | No log | 3.6701 | 356 | 0.5687 | 0.3575 | 0.5687 | 0.7542 |
230
- | No log | 3.6907 | 358 | 0.6582 | 0.2967 | 0.6582 | 0.8113 |
231
- | No log | 3.7113 | 360 | 0.7483 | 0.3606 | 0.7483 | 0.8651 |
232
- | No log | 3.7320 | 362 | 0.7794 | 0.3538 | 0.7794 | 0.8829 |
233
- | No log | 3.7526 | 364 | 0.6872 | 0.3450 | 0.6872 | 0.8290 |
234
- | No log | 3.7732 | 366 | 0.5748 | 0.4001 | 0.5748 | 0.7581 |
235
- | No log | 3.7938 | 368 | 0.5606 | 0.4044 | 0.5606 | 0.7487 |
236
- | No log | 3.8144 | 370 | 0.6078 | 0.5247 | 0.6078 | 0.7796 |
237
- | No log | 3.8351 | 372 | 0.6289 | 0.5247 | 0.6289 | 0.7930 |
238
- | No log | 3.8557 | 374 | 0.5606 | 0.4012 | 0.5606 | 0.7487 |
239
- | No log | 3.8763 | 376 | 0.5928 | 0.4243 | 0.5928 | 0.7699 |
240
- | No log | 3.8969 | 378 | 0.7210 | 0.3425 | 0.7210 | 0.8491 |
241
- | No log | 3.9175 | 380 | 0.7149 | 0.4144 | 0.7149 | 0.8455 |
242
- | No log | 3.9381 | 382 | 0.6752 | 0.3444 | 0.6752 | 0.8217 |
243
- | No log | 3.9588 | 384 | 0.6437 | 0.3950 | 0.6437 | 0.8023 |
244
- | No log | 3.9794 | 386 | 0.6222 | 0.4243 | 0.6222 | 0.7888 |
245
- | No log | 4.0 | 388 | 0.6329 | 0.4158 | 0.6329 | 0.7956 |
246
- | No log | 4.0206 | 390 | 0.6171 | 0.4020 | 0.6171 | 0.7856 |
247
- | No log | 4.0412 | 392 | 0.5715 | 0.4591 | 0.5715 | 0.7560 |
248
- | No log | 4.0619 | 394 | 0.5679 | 0.4338 | 0.5679 | 0.7536 |
249
- | No log | 4.0825 | 396 | 0.5789 | 0.4205 | 0.5789 | 0.7608 |
250
- | No log | 4.1031 | 398 | 0.5656 | 0.4338 | 0.5656 | 0.7520 |
251
- | No log | 4.1237 | 400 | 0.5677 | 0.4111 | 0.5677 | 0.7535 |
252
- | No log | 4.1443 | 402 | 0.5705 | 0.3809 | 0.5705 | 0.7553 |
253
- | No log | 4.1649 | 404 | 0.5939 | 0.3673 | 0.5939 | 0.7706 |
254
- | No log | 4.1856 | 406 | 0.6454 | 0.4479 | 0.6454 | 0.8033 |
255
- | No log | 4.2062 | 408 | 0.6349 | 0.4479 | 0.6349 | 0.7968 |
256
- | No log | 4.2268 | 410 | 0.5880 | 0.3123 | 0.5880 | 0.7668 |
257
- | No log | 4.2474 | 412 | 0.5872 | 0.3228 | 0.5872 | 0.7663 |
258
- | No log | 4.2680 | 414 | 0.5952 | 0.3341 | 0.5952 | 0.7715 |
259
- | No log | 4.2887 | 416 | 0.6031 | 0.3894 | 0.6031 | 0.7766 |
260
- | No log | 4.3093 | 418 | 0.6002 | 0.3894 | 0.6002 | 0.7747 |
261
- | No log | 4.3299 | 420 | 0.6527 | 0.4392 | 0.6527 | 0.8079 |
262
- | No log | 4.3505 | 422 | 0.6498 | 0.4392 | 0.6498 | 0.8061 |
263
- | No log | 4.3711 | 424 | 0.6064 | 0.3976 | 0.6064 | 0.7787 |
264
- | No log | 4.3918 | 426 | 0.5876 | 0.3228 | 0.5876 | 0.7666 |
265
- | No log | 4.4124 | 428 | 0.5950 | 0.3274 | 0.5950 | 0.7714 |
266
- | No log | 4.4330 | 430 | 0.6354 | 0.3950 | 0.6354 | 0.7971 |
267
- | No log | 4.4536 | 432 | 0.6589 | 0.3950 | 0.6589 | 0.8117 |
268
- | No log | 4.4742 | 434 | 0.6522 | 0.3950 | 0.6522 | 0.8076 |
269
- | No log | 4.4948 | 436 | 0.6149 | 0.2857 | 0.6149 | 0.7842 |
270
- | No log | 4.5155 | 438 | 0.6021 | 0.3228 | 0.6021 | 0.7759 |
271
- | No log | 4.5361 | 440 | 0.6123 | 0.2819 | 0.6123 | 0.7825 |
272
- | No log | 4.5567 | 442 | 0.6413 | 0.3950 | 0.6413 | 0.8008 |
273
- | No log | 4.5773 | 444 | 0.7285 | 0.4884 | 0.7285 | 0.8535 |
274
- | No log | 4.5979 | 446 | 0.8466 | 0.4308 | 0.8466 | 0.9201 |
275
- | No log | 4.6186 | 448 | 0.8417 | 0.4308 | 0.8417 | 0.9174 |
276
- | No log | 4.6392 | 450 | 0.7185 | 0.4977 | 0.7185 | 0.8476 |
277
- | No log | 4.6598 | 452 | 0.6307 | 0.4035 | 0.6307 | 0.7942 |
278
- | No log | 4.6804 | 454 | 0.5901 | 0.2930 | 0.5901 | 0.7682 |
279
- | No log | 4.7010 | 456 | 0.5752 | 0.2930 | 0.5752 | 0.7584 |
280
- | No log | 4.7216 | 458 | 0.5858 | 0.3673 | 0.5858 | 0.7654 |
281
- | No log | 4.7423 | 460 | 0.6551 | 0.4708 | 0.6551 | 0.8094 |
282
- | No log | 4.7629 | 462 | 0.7821 | 0.4315 | 0.7821 | 0.8844 |
283
- | No log | 4.7835 | 464 | 0.7239 | 0.5185 | 0.7239 | 0.8508 |
284
- | No log | 4.8041 | 466 | 0.5564 | 0.4684 | 0.5564 | 0.7459 |
285
- | No log | 4.8247 | 468 | 0.4938 | 0.4703 | 0.4938 | 0.7027 |
286
- | No log | 4.8454 | 470 | 0.5715 | 0.4860 | 0.5715 | 0.7560 |
287
- | No log | 4.8660 | 472 | 0.6560 | 0.5003 | 0.6560 | 0.8099 |
288
- | No log | 4.8866 | 474 | 0.6362 | 0.5003 | 0.6362 | 0.7976 |
289
- | No log | 4.9072 | 476 | 0.5644 | 0.4997 | 0.5644 | 0.7512 |
290
- | No log | 4.9278 | 478 | 0.5159 | 0.3889 | 0.5159 | 0.7182 |
291
- | No log | 4.9485 | 480 | 0.5476 | 0.4524 | 0.5476 | 0.7400 |
292
- | No log | 4.9691 | 482 | 0.5724 | 0.5481 | 0.5724 | 0.7565 |
293
- | No log | 4.9897 | 484 | 0.5471 | 0.4267 | 0.5471 | 0.7397 |
294
- | No log | 5.0103 | 486 | 0.5344 | 0.3675 | 0.5344 | 0.7310 |
295
- | No log | 5.0309 | 488 | 0.5393 | 0.3213 | 0.5393 | 0.7344 |
296
- | No log | 5.0515 | 490 | 0.5506 | 0.3604 | 0.5506 | 0.7420 |
297
- | No log | 5.0722 | 492 | 0.5712 | 0.4001 | 0.5712 | 0.7558 |
298
- | No log | 5.0928 | 494 | 0.5744 | 0.4267 | 0.5744 | 0.7579 |
299
- | No log | 5.1134 | 496 | 0.5722 | 0.4001 | 0.5722 | 0.7564 |
300
- | No log | 5.1340 | 498 | 0.5460 | 0.3945 | 0.5460 | 0.7389 |
301
- | 0.302 | 5.1546 | 500 | 0.5398 | 0.3530 | 0.5398 | 0.7347 |
302
- | 0.302 | 5.1753 | 502 | 0.5568 | 0.4285 | 0.5568 | 0.7462 |
303
- | 0.302 | 5.1959 | 504 | 0.5525 | 0.3780 | 0.5525 | 0.7433 |
304
- | 0.302 | 5.2165 | 506 | 0.5510 | 0.3651 | 0.5510 | 0.7423 |
305
- | 0.302 | 5.2371 | 508 | 0.5638 | 0.4124 | 0.5638 | 0.7508 |
306
- | 0.302 | 5.2577 | 510 | 0.5764 | 0.4044 | 0.5764 | 0.7592 |
307
- | 0.302 | 5.2784 | 512 | 0.6472 | 0.4513 | 0.6472 | 0.8045 |
308
- | 0.302 | 5.2990 | 514 | 0.6249 | 0.3942 | 0.6249 | 0.7905 |
309
- | 0.302 | 5.3196 | 516 | 0.5692 | 0.4044 | 0.5692 | 0.7545 |
310
- | 0.302 | 5.3402 | 518 | 0.5342 | 0.3426 | 0.5342 | 0.7309 |
311
- | 0.302 | 5.3608 | 520 | 0.5368 | 0.4273 | 0.5368 | 0.7326 |
312
- | 0.302 | 5.3814 | 522 | 0.5414 | 0.4273 | 0.5414 | 0.7358 |
313
- | 0.302 | 5.4021 | 524 | 0.5259 | 0.3213 | 0.5259 | 0.7252 |
314
- | 0.302 | 5.4227 | 526 | 0.5206 | 0.3426 | 0.5206 | 0.7215 |
315
- | 0.302 | 5.4433 | 528 | 0.5155 | 0.3702 | 0.5155 | 0.7180 |
316
- | 0.302 | 5.4639 | 530 | 0.5069 | 0.3702 | 0.5069 | 0.7120 |
317
- | 0.302 | 5.4845 | 532 | 0.5211 | 0.3974 | 0.5211 | 0.7219 |
318
- | 0.302 | 5.5052 | 534 | 0.5251 | 0.3916 | 0.5251 | 0.7247 |
319
- | 0.302 | 5.5258 | 536 | 0.5202 | 0.3947 | 0.5202 | 0.7213 |
320
- | 0.302 | 5.5464 | 538 | 0.5141 | 0.3702 | 0.5141 | 0.7170 |
321
- | 0.302 | 5.5670 | 540 | 0.5174 | 0.4136 | 0.5174 | 0.7193 |
322
- | 0.302 | 5.5876 | 542 | 0.5195 | 0.4077 | 0.5195 | 0.7208 |
323
- | 0.302 | 5.6082 | 544 | 0.5194 | 0.4077 | 0.5194 | 0.7207 |
324
- | 0.302 | 5.6289 | 546 | 0.5267 | 0.3445 | 0.5267 | 0.7257 |
325
- | 0.302 | 5.6495 | 548 | 0.5723 | 0.4243 | 0.5723 | 0.7565 |
326
- | 0.302 | 5.6701 | 550 | 0.6392 | 0.4978 | 0.6392 | 0.7995 |
327
- | 0.302 | 5.6907 | 552 | 0.6366 | 0.4905 | 0.6366 | 0.7978 |
328
- | 0.302 | 5.7113 | 554 | 0.5966 | 0.4753 | 0.5966 | 0.7724 |
329
- | 0.302 | 5.7320 | 556 | 0.5428 | 0.3494 | 0.5428 | 0.7367 |
330
- | 0.302 | 5.7526 | 558 | 0.5265 | 0.3633 | 0.5265 | 0.7256 |
331
- | 0.302 | 5.7732 | 560 | 0.5349 | 0.2987 | 0.5349 | 0.7313 |
332
- | 0.302 | 5.7938 | 562 | 0.5356 | 0.3437 | 0.5356 | 0.7318 |
333
- | 0.302 | 5.8144 | 564 | 0.5661 | 0.4043 | 0.5661 | 0.7524 |
334
- | 0.302 | 5.8351 | 566 | 0.6437 | 0.3594 | 0.6437 | 0.8023 |
335
- | 0.302 | 5.8557 | 568 | 0.7214 | 0.2817 | 0.7214 | 0.8494 |
336
- | 0.302 | 5.8763 | 570 | 0.7482 | 0.2883 | 0.7482 | 0.8650 |
337
- | 0.302 | 5.8969 | 572 | 0.6739 | 0.2819 | 0.6739 | 0.8209 |
338
- | 0.302 | 5.9175 | 574 | 0.6595 | 0.1550 | 0.6595 | 0.8121 |
339
- | 0.302 | 5.9381 | 576 | 0.6842 | 0.1519 | 0.6842 | 0.8272 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
340
 
341
 
342
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_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_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_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: 0.7717
19
+ - Qwk: 0.3008
20
+ - Mse: 0.7717
21
+ - Rmse: 0.8785
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0220 | 2 | 2.5613 | -0.0788 | 2.5613 | 1.6004 |
53
+ | No log | 0.0440 | 4 | 1.2802 | 0.1274 | 1.2802 | 1.1315 |
54
+ | No log | 0.0659 | 6 | 1.3299 | -0.2523 | 1.3299 | 1.1532 |
55
+ | No log | 0.0879 | 8 | 1.3235 | -0.0410 | 1.3235 | 1.1504 |
56
+ | No log | 0.1099 | 10 | 1.2829 | -0.0733 | 1.2829 | 1.1327 |
57
+ | No log | 0.1319 | 12 | 0.9228 | 0.2192 | 0.9228 | 0.9606 |
58
+ | No log | 0.1538 | 14 | 0.8620 | 0.2124 | 0.8620 | 0.9284 |
59
+ | No log | 0.1758 | 16 | 0.9431 | 0.2075 | 0.9431 | 0.9711 |
60
+ | No log | 0.1978 | 18 | 0.8213 | 0.2116 | 0.8213 | 0.9063 |
61
+ | No log | 0.2198 | 20 | 0.8177 | 0.2027 | 0.8177 | 0.9043 |
62
+ | No log | 0.2418 | 22 | 0.8190 | 0.1815 | 0.8190 | 0.9050 |
63
+ | No log | 0.2637 | 24 | 0.8413 | 0.1065 | 0.8413 | 0.9172 |
64
+ | No log | 0.2857 | 26 | 0.8103 | 0.0541 | 0.8103 | 0.9001 |
65
+ | No log | 0.3077 | 28 | 0.7474 | 0.0804 | 0.7474 | 0.8645 |
66
+ | No log | 0.3297 | 30 | 0.7475 | 0.1539 | 0.7475 | 0.8646 |
67
+ | No log | 0.3516 | 32 | 0.8070 | 0.0432 | 0.8070 | 0.8983 |
68
+ | No log | 0.3736 | 34 | 0.9479 | 0.2703 | 0.9479 | 0.9736 |
69
+ | No log | 0.3956 | 36 | 0.8689 | 0.2012 | 0.8689 | 0.9322 |
70
+ | No log | 0.4176 | 38 | 0.7518 | 0.1591 | 0.7518 | 0.8671 |
71
+ | No log | 0.4396 | 40 | 0.8631 | 0.1660 | 0.8631 | 0.9290 |
72
+ | No log | 0.4615 | 42 | 0.8732 | 0.1660 | 0.8732 | 0.9344 |
73
+ | No log | 0.4835 | 44 | 0.8164 | 0.2142 | 0.8164 | 0.9035 |
74
+ | No log | 0.5055 | 46 | 0.7452 | 0.1327 | 0.7452 | 0.8632 |
75
+ | No log | 0.5275 | 48 | 0.7695 | 0.0757 | 0.7695 | 0.8772 |
76
+ | No log | 0.5495 | 50 | 0.8767 | 0.1416 | 0.8767 | 0.9363 |
77
+ | No log | 0.5714 | 52 | 0.9427 | 0.2463 | 0.9427 | 0.9709 |
78
+ | No log | 0.5934 | 54 | 0.9189 | 0.2193 | 0.9189 | 0.9586 |
79
+ | No log | 0.6154 | 56 | 0.8287 | 0.1866 | 0.8287 | 0.9104 |
80
+ | No log | 0.6374 | 58 | 0.7704 | 0.1094 | 0.7704 | 0.8777 |
81
+ | No log | 0.6593 | 60 | 0.7414 | 0.1187 | 0.7414 | 0.8610 |
82
+ | No log | 0.6813 | 62 | 0.7599 | 0.0966 | 0.7599 | 0.8717 |
83
+ | No log | 0.7033 | 64 | 0.7468 | 0.0608 | 0.7468 | 0.8642 |
84
+ | No log | 0.7253 | 66 | 0.7131 | 0.1236 | 0.7131 | 0.8445 |
85
+ | No log | 0.7473 | 68 | 0.7228 | 0.0840 | 0.7228 | 0.8501 |
86
+ | No log | 0.7692 | 70 | 0.7378 | 0.0840 | 0.7378 | 0.8589 |
87
+ | No log | 0.7912 | 72 | 0.7820 | -0.0103 | 0.7820 | 0.8843 |
88
+ | No log | 0.8132 | 74 | 1.0385 | 0.0075 | 1.0385 | 1.0191 |
89
+ | No log | 0.8352 | 76 | 1.1489 | 0.1144 | 1.1489 | 1.0719 |
90
+ | No log | 0.8571 | 78 | 1.0682 | -0.0665 | 1.0682 | 1.0336 |
91
+ | No log | 0.8791 | 80 | 0.9372 | -0.1391 | 0.9372 | 0.9681 |
92
+ | No log | 0.9011 | 82 | 1.1543 | -0.0980 | 1.1543 | 1.0744 |
93
+ | No log | 0.9231 | 84 | 1.3920 | -0.0360 | 1.3920 | 1.1798 |
94
+ | No log | 0.9451 | 86 | 1.3371 | 0.0111 | 1.3371 | 1.1563 |
95
+ | No log | 0.9670 | 88 | 1.0477 | 0.2756 | 1.0477 | 1.0236 |
96
+ | No log | 0.9890 | 90 | 0.7194 | 0.2967 | 0.7194 | 0.8482 |
97
+ | No log | 1.0110 | 92 | 0.7239 | 0.3846 | 0.7239 | 0.8508 |
98
+ | No log | 1.0330 | 94 | 0.8064 | 0.3782 | 0.8064 | 0.8980 |
99
+ | No log | 1.0549 | 96 | 1.0384 | 0.4253 | 1.0384 | 1.0190 |
100
+ | No log | 1.0769 | 98 | 0.8974 | 0.3998 | 0.8974 | 0.9473 |
101
+ | No log | 1.0989 | 100 | 0.6655 | 0.2981 | 0.6655 | 0.8158 |
102
+ | No log | 1.1209 | 102 | 0.6497 | 0.0810 | 0.6497 | 0.8061 |
103
+ | No log | 1.1429 | 104 | 0.6702 | 0.2099 | 0.6702 | 0.8187 |
104
+ | No log | 1.1648 | 106 | 0.8173 | 0.2692 | 0.8173 | 0.9041 |
105
+ | No log | 1.1868 | 108 | 1.0373 | 0.3251 | 1.0373 | 1.0185 |
106
+ | No log | 1.2088 | 110 | 1.0907 | 0.3538 | 1.0907 | 1.0443 |
107
+ | No log | 1.2308 | 112 | 0.9001 | 0.3560 | 0.9001 | 0.9487 |
108
+ | No log | 1.2527 | 114 | 0.6986 | 0.3267 | 0.6986 | 0.8358 |
109
+ | No log | 1.2747 | 116 | 0.6600 | 0.4001 | 0.6600 | 0.8124 |
110
+ | No log | 1.2967 | 118 | 0.7002 | 0.3127 | 0.7002 | 0.8368 |
111
+ | No log | 1.3187 | 120 | 0.8207 | 0.3803 | 0.8207 | 0.9059 |
112
+ | No log | 1.3407 | 122 | 0.7484 | 0.3544 | 0.7484 | 0.8651 |
113
+ | No log | 1.3626 | 124 | 0.6579 | 0.3590 | 0.6579 | 0.8111 |
114
+ | No log | 1.3846 | 126 | 0.5901 | 0.3552 | 0.5901 | 0.7682 |
115
+ | No log | 1.4066 | 128 | 0.5857 | 0.4086 | 0.5857 | 0.7653 |
116
+ | No log | 1.4286 | 130 | 0.5948 | 0.3701 | 0.5948 | 0.7713 |
117
+ | No log | 1.4505 | 132 | 0.5937 | 0.3976 | 0.5937 | 0.7705 |
118
+ | No log | 1.4725 | 134 | 0.6853 | 0.3913 | 0.6853 | 0.8279 |
119
+ | No log | 1.4945 | 136 | 0.6682 | 0.3280 | 0.6682 | 0.8174 |
120
+ | No log | 1.5165 | 138 | 0.6306 | 0.3127 | 0.6306 | 0.7941 |
121
+ | No log | 1.5385 | 140 | 0.6583 | 0.2359 | 0.6583 | 0.8113 |
122
+ | No log | 1.5604 | 142 | 0.7029 | 0.2576 | 0.7029 | 0.8384 |
123
+ | No log | 1.5824 | 144 | 0.6796 | 0.2129 | 0.6796 | 0.8244 |
124
+ | No log | 1.6044 | 146 | 0.6704 | 0.2319 | 0.6704 | 0.8188 |
125
+ | No log | 1.6264 | 148 | 0.6590 | 0.2007 | 0.6590 | 0.8118 |
126
+ | No log | 1.6484 | 150 | 0.6719 | 0.1953 | 0.6719 | 0.8197 |
127
+ | No log | 1.6703 | 152 | 0.7294 | 0.2847 | 0.7294 | 0.8540 |
128
+ | No log | 1.6923 | 154 | 0.7757 | 0.3520 | 0.7757 | 0.8808 |
129
+ | No log | 1.7143 | 156 | 0.7748 | 0.3754 | 0.7748 | 0.8802 |
130
+ | No log | 1.7363 | 158 | 0.7335 | 0.2751 | 0.7335 | 0.8565 |
131
+ | No log | 1.7582 | 160 | 0.7499 | 0.2471 | 0.7499 | 0.8660 |
132
+ | No log | 1.7802 | 162 | 0.7757 | 0.0896 | 0.7757 | 0.8808 |
133
+ | No log | 1.8022 | 164 | 0.9185 | 0.1995 | 0.9185 | 0.9584 |
134
+ | No log | 1.8242 | 166 | 0.9777 | 0.1839 | 0.9777 | 0.9888 |
135
+ | No log | 1.8462 | 168 | 0.9983 | 0.1534 | 0.9983 | 0.9991 |
136
+ | No log | 1.8681 | 170 | 0.8921 | 0.2223 | 0.8921 | 0.9445 |
137
+ | No log | 1.8901 | 172 | 0.7746 | 0.2096 | 0.7746 | 0.8801 |
138
+ | No log | 1.9121 | 174 | 0.7380 | 0.2096 | 0.7380 | 0.8591 |
139
+ | No log | 1.9341 | 176 | 0.8120 | 0.3261 | 0.8120 | 0.9011 |
140
+ | No log | 1.9560 | 178 | 0.8041 | 0.2722 | 0.8041 | 0.8967 |
141
+ | No log | 1.9780 | 180 | 0.7623 | 0.1850 | 0.7623 | 0.8731 |
142
+ | No log | 2.0 | 182 | 0.7524 | 0.1686 | 0.7524 | 0.8674 |
143
+ | No log | 2.0220 | 184 | 0.7497 | 0.0968 | 0.7497 | 0.8658 |
144
+ | No log | 2.0440 | 186 | 0.7798 | 0.1222 | 0.7798 | 0.8831 |
145
+ | No log | 2.0659 | 188 | 0.9149 | 0.2336 | 0.9149 | 0.9565 |
146
+ | No log | 2.0879 | 190 | 0.8849 | 0.3256 | 0.8849 | 0.9407 |
147
+ | No log | 2.1099 | 192 | 0.8454 | 0.2045 | 0.8454 | 0.9195 |
148
+ | No log | 2.1319 | 194 | 0.8785 | 0.1409 | 0.8785 | 0.9373 |
149
+ | No log | 2.1538 | 196 | 0.9131 | 0.1706 | 0.9131 | 0.9556 |
150
+ | No log | 2.1758 | 198 | 0.8814 | 0.1409 | 0.8814 | 0.9389 |
151
+ | No log | 2.1978 | 200 | 0.9310 | 0.1328 | 0.9310 | 0.9649 |
152
+ | No log | 2.2198 | 202 | 0.9615 | 0.0575 | 0.9615 | 0.9805 |
153
+ | No log | 2.2418 | 204 | 0.9926 | 0.1682 | 0.9926 | 0.9963 |
154
+ | No log | 2.2637 | 206 | 0.8570 | 0.3562 | 0.8570 | 0.9257 |
155
+ | No log | 2.2857 | 208 | 0.7815 | 0.3302 | 0.7815 | 0.8840 |
156
+ | No log | 2.3077 | 210 | 0.8491 | 0.3194 | 0.8491 | 0.9215 |
157
+ | No log | 2.3297 | 212 | 0.9259 | 0.3251 | 0.9259 | 0.9623 |
158
+ | No log | 2.3516 | 214 | 0.8172 | 0.3319 | 0.8172 | 0.9040 |
159
+ | No log | 2.3736 | 216 | 0.6830 | 0.3530 | 0.6830 | 0.8265 |
160
+ | No log | 2.3956 | 218 | 0.7128 | 0.2803 | 0.7128 | 0.8443 |
161
+ | No log | 2.4176 | 220 | 0.7017 | 0.2105 | 0.7017 | 0.8377 |
162
+ | No log | 2.4396 | 222 | 0.7548 | 0.1472 | 0.7548 | 0.8688 |
163
+ | No log | 2.4615 | 224 | 0.9613 | 0.1525 | 0.9613 | 0.9804 |
164
+ | No log | 2.4835 | 226 | 1.0410 | 0.1410 | 1.0410 | 1.0203 |
165
+ | No log | 2.5055 | 228 | 0.9306 | 0.1853 | 0.9306 | 0.9647 |
166
+ | No log | 2.5275 | 230 | 0.8352 | 0.1995 | 0.8352 | 0.9139 |
167
+ | No log | 2.5495 | 232 | 0.7530 | 0.1181 | 0.7530 | 0.8678 |
168
+ | No log | 2.5714 | 234 | 0.7466 | 0.0552 | 0.7466 | 0.8641 |
169
+ | No log | 2.5934 | 236 | 0.8014 | 0.2547 | 0.8014 | 0.8952 |
170
+ | No log | 2.6154 | 238 | 0.9044 | 0.2949 | 0.9044 | 0.9510 |
171
+ | No log | 2.6374 | 240 | 0.8635 | 0.3319 | 0.8635 | 0.9292 |
172
+ | No log | 2.6593 | 242 | 0.7750 | 0.2547 | 0.7750 | 0.8804 |
173
+ | No log | 2.6813 | 244 | 0.7322 | 0.2386 | 0.7322 | 0.8557 |
174
+ | No log | 2.7033 | 246 | 0.7836 | 0.2072 | 0.7836 | 0.8852 |
175
+ | No log | 2.7253 | 248 | 0.7681 | 0.1969 | 0.7681 | 0.8764 |
176
+ | No log | 2.7473 | 250 | 0.8205 | 0.1740 | 0.8205 | 0.9058 |
177
+ | No log | 2.7692 | 252 | 0.8630 | 0.3008 | 0.8630 | 0.9290 |
178
+ | No log | 2.7912 | 254 | 0.8126 | 0.2839 | 0.8126 | 0.9015 |
179
+ | No log | 2.8132 | 256 | 0.7539 | 0.2058 | 0.7539 | 0.8683 |
180
+ | No log | 2.8352 | 258 | 0.7581 | 0.2445 | 0.7581 | 0.8707 |
181
+ | No log | 2.8571 | 260 | 0.7692 | 0.2445 | 0.7692 | 0.8771 |
182
+ | No log | 2.8791 | 262 | 0.7882 | 0.2261 | 0.7882 | 0.8878 |
183
+ | No log | 2.9011 | 264 | 0.7307 | 0.0975 | 0.7307 | 0.8548 |
184
+ | No log | 2.9231 | 266 | 0.6641 | 0.2092 | 0.6641 | 0.8149 |
185
+ | No log | 2.9451 | 268 | 0.6598 | 0.2334 | 0.6598 | 0.8123 |
186
+ | No log | 2.9670 | 270 | 0.7903 | 0.3940 | 0.7903 | 0.8890 |
187
+ | No log | 2.9890 | 272 | 0.9391 | 0.3160 | 0.9391 | 0.9690 |
188
+ | No log | 3.0110 | 274 | 0.9423 | 0.3597 | 0.9423 | 0.9707 |
189
+ | No log | 3.0330 | 276 | 0.7849 | 0.4335 | 0.7849 | 0.8859 |
190
+ | No log | 3.0549 | 278 | 0.6068 | 0.4278 | 0.6068 | 0.7790 |
191
+ | No log | 3.0769 | 280 | 0.5818 | 0.5231 | 0.5818 | 0.7628 |
192
+ | No log | 3.0989 | 282 | 0.5619 | 0.5268 | 0.5619 | 0.7496 |
193
+ | No log | 3.1209 | 284 | 0.6224 | 0.4622 | 0.6224 | 0.7889 |
194
+ | No log | 3.1429 | 286 | 0.7474 | 0.3653 | 0.7474 | 0.8645 |
195
+ | No log | 3.1648 | 288 | 0.7302 | 0.3183 | 0.7302 | 0.8545 |
196
+ | No log | 3.1868 | 290 | 0.6528 | 0.3984 | 0.6528 | 0.8080 |
197
+ | No log | 3.2088 | 292 | 0.6298 | 0.3883 | 0.6298 | 0.7936 |
198
+ | No log | 3.2308 | 294 | 0.6507 | 0.3656 | 0.6507 | 0.8066 |
199
+ | No log | 3.2527 | 296 | 0.6740 | 0.3910 | 0.6740 | 0.8209 |
200
+ | No log | 3.2747 | 298 | 0.7077 | 0.3011 | 0.7077 | 0.8413 |
201
+ | No log | 3.2967 | 300 | 0.7590 | 0.3737 | 0.7590 | 0.8712 |
202
+ | No log | 3.3187 | 302 | 0.7689 | 0.3590 | 0.7689 | 0.8769 |
203
+ | No log | 3.3407 | 304 | 0.7847 | 0.3409 | 0.7847 | 0.8859 |
204
+ | No log | 3.3626 | 306 | 0.8381 | 0.3333 | 0.8381 | 0.9155 |
205
+ | No log | 3.3846 | 308 | 0.8442 | 0.3394 | 0.8442 | 0.9188 |
206
+ | No log | 3.4066 | 310 | 0.7353 | 0.3444 | 0.7353 | 0.8575 |
207
+ | No log | 3.4286 | 312 | 0.6257 | 0.2717 | 0.6257 | 0.7910 |
208
+ | No log | 3.4505 | 314 | 0.6356 | 0.2717 | 0.6356 | 0.7973 |
209
+ | No log | 3.4725 | 316 | 0.6969 | 0.2685 | 0.6969 | 0.8348 |
210
+ | No log | 3.4945 | 318 | 0.7323 | 0.2847 | 0.7323 | 0.8557 |
211
+ | No log | 3.5165 | 320 | 0.7072 | 0.3127 | 0.7072 | 0.8410 |
212
+ | No log | 3.5385 | 322 | 0.6350 | 0.3267 | 0.6350 | 0.7969 |
213
+ | No log | 3.5604 | 324 | 0.6282 | 0.3267 | 0.6282 | 0.7926 |
214
+ | No log | 3.5824 | 326 | 0.6196 | 0.3701 | 0.6196 | 0.7872 |
215
+ | No log | 3.6044 | 328 | 0.6644 | 0.3843 | 0.6644 | 0.8151 |
216
+ | No log | 3.6264 | 330 | 0.7907 | 0.4051 | 0.7907 | 0.8892 |
217
+ | No log | 3.6484 | 332 | 0.8373 | 0.3740 | 0.8373 | 0.9150 |
218
+ | No log | 3.6703 | 334 | 0.7756 | 0.3344 | 0.7756 | 0.8807 |
219
+ | No log | 3.6923 | 336 | 0.6682 | 0.3865 | 0.6682 | 0.8175 |
220
+ | No log | 3.7143 | 338 | 0.6692 | 0.3970 | 0.6692 | 0.8181 |
221
+ | No log | 3.7363 | 340 | 0.6673 | 0.3352 | 0.6673 | 0.8169 |
222
+ | No log | 3.7582 | 342 | 0.6682 | 0.4027 | 0.6682 | 0.8175 |
223
+ | No log | 3.7802 | 344 | 0.6781 | 0.3728 | 0.6781 | 0.8234 |
224
+ | No log | 3.8022 | 346 | 0.6963 | 0.3649 | 0.6963 | 0.8344 |
225
+ | No log | 3.8242 | 348 | 0.7256 | 0.3088 | 0.7256 | 0.8518 |
226
+ | No log | 3.8462 | 350 | 0.7700 | 0.2576 | 0.7700 | 0.8775 |
227
+ | No log | 3.8681 | 352 | 0.8158 | 0.2547 | 0.8158 | 0.9032 |
228
+ | No log | 3.8901 | 354 | 0.7625 | 0.2547 | 0.7625 | 0.8732 |
229
+ | No log | 3.9121 | 356 | 0.6936 | 0.3023 | 0.6936 | 0.8328 |
230
+ | No log | 3.9341 | 358 | 0.6549 | 0.3572 | 0.6549 | 0.8092 |
231
+ | No log | 3.9560 | 360 | 0.6501 | 0.2652 | 0.6501 | 0.8063 |
232
+ | No log | 3.9780 | 362 | 0.6465 | 0.3002 | 0.6465 | 0.8041 |
233
+ | No log | 4.0 | 364 | 0.6381 | 0.3380 | 0.6381 | 0.7988 |
234
+ | No log | 4.0220 | 366 | 0.6370 | 0.3426 | 0.6370 | 0.7981 |
235
+ | No log | 4.0440 | 368 | 0.6429 | 0.3675 | 0.6429 | 0.8018 |
236
+ | No log | 4.0659 | 370 | 0.6941 | 0.3329 | 0.6941 | 0.8331 |
237
+ | No log | 4.0879 | 372 | 0.7371 | 0.3822 | 0.7371 | 0.8586 |
238
+ | No log | 4.1099 | 374 | 0.7513 | 0.3456 | 0.7513 | 0.8668 |
239
+ | No log | 4.1319 | 376 | 0.7049 | 0.3615 | 0.7049 | 0.8396 |
240
+ | No log | 4.1538 | 378 | 0.6840 | 0.3498 | 0.6840 | 0.8270 |
241
+ | No log | 4.1758 | 380 | 0.6752 | 0.3763 | 0.6752 | 0.8217 |
242
+ | No log | 4.1978 | 382 | 0.7139 | 0.3261 | 0.7139 | 0.8449 |
243
+ | No log | 4.2198 | 384 | 0.7184 | 0.3519 | 0.7184 | 0.8476 |
244
+ | No log | 4.2418 | 386 | 0.6520 | 0.3763 | 0.6520 | 0.8075 |
245
+ | No log | 4.2637 | 388 | 0.6161 | 0.2907 | 0.6161 | 0.7850 |
246
+ | No log | 4.2857 | 390 | 0.5880 | 0.3070 | 0.5880 | 0.7668 |
247
+ | No log | 4.3077 | 392 | 0.6136 | 0.3498 | 0.6136 | 0.7833 |
248
+ | No log | 4.3297 | 394 | 0.6946 | 0.4664 | 0.6946 | 0.8335 |
249
+ | No log | 4.3516 | 396 | 0.6788 | 0.4409 | 0.6788 | 0.8239 |
250
+ | No log | 4.3736 | 398 | 0.7165 | 0.4067 | 0.7165 | 0.8465 |
251
+ | No log | 4.3956 | 400 | 0.7297 | 0.4067 | 0.7297 | 0.8542 |
252
+ | No log | 4.4176 | 402 | 0.7075 | 0.4224 | 0.7075 | 0.8411 |
253
+ | No log | 4.4396 | 404 | 0.6696 | 0.3712 | 0.6696 | 0.8183 |
254
+ | No log | 4.4615 | 406 | 0.6701 | 0.4076 | 0.6701 | 0.8186 |
255
+ | No log | 4.4835 | 408 | 0.7365 | 0.3409 | 0.7365 | 0.8582 |
256
+ | No log | 4.5055 | 410 | 0.8132 | 0.3100 | 0.8132 | 0.9018 |
257
+ | No log | 4.5275 | 412 | 0.7786 | 0.2604 | 0.7786 | 0.8824 |
258
+ | No log | 4.5495 | 414 | 0.7286 | 0.3391 | 0.7286 | 0.8536 |
259
+ | No log | 4.5714 | 416 | 0.7210 | 0.3910 | 0.7210 | 0.8491 |
260
+ | No log | 4.5934 | 418 | 0.7016 | 0.3079 | 0.7016 | 0.8376 |
261
+ | No log | 4.6154 | 420 | 0.6598 | 0.3158 | 0.6598 | 0.8123 |
262
+ | No log | 4.6374 | 422 | 0.6394 | 0.2783 | 0.6394 | 0.7996 |
263
+ | No log | 4.6593 | 424 | 0.6793 | 0.3032 | 0.6793 | 0.8242 |
264
+ | No log | 4.6813 | 426 | 0.6943 | 0.3302 | 0.6943 | 0.8333 |
265
+ | No log | 4.7033 | 428 | 0.6687 | 0.3590 | 0.6687 | 0.8177 |
266
+ | No log | 4.7253 | 430 | 0.6535 | 0.3662 | 0.6535 | 0.8084 |
267
+ | No log | 4.7473 | 432 | 0.5940 | 0.3308 | 0.5940 | 0.7707 |
268
+ | No log | 4.7692 | 434 | 0.5798 | 0.3886 | 0.5798 | 0.7614 |
269
+ | No log | 4.7912 | 436 | 0.5863 | 0.3308 | 0.5863 | 0.7657 |
270
+ | No log | 4.8132 | 438 | 0.6309 | 0.4352 | 0.6309 | 0.7943 |
271
+ | No log | 4.8352 | 440 | 0.7110 | 0.3586 | 0.7110 | 0.8432 |
272
+ | No log | 4.8571 | 442 | 0.7148 | 0.3586 | 0.7148 | 0.8454 |
273
+ | No log | 4.8791 | 444 | 0.6445 | 0.3985 | 0.6445 | 0.8028 |
274
+ | No log | 4.9011 | 446 | 0.5887 | 0.4617 | 0.5887 | 0.7673 |
275
+ | No log | 4.9231 | 448 | 0.6010 | 0.4127 | 0.6010 | 0.7753 |
276
+ | No log | 4.9451 | 450 | 0.6303 | 0.3654 | 0.6303 | 0.7939 |
277
+ | No log | 4.9670 | 452 | 0.6458 | 0.3862 | 0.6458 | 0.8036 |
278
+ | No log | 4.9890 | 454 | 0.6762 | 0.3763 | 0.6762 | 0.8223 |
279
+ | No log | 5.0110 | 456 | 0.6811 | 0.3763 | 0.6811 | 0.8253 |
280
+ | No log | 5.0330 | 458 | 0.6751 | 0.4044 | 0.6751 | 0.8217 |
281
+ | No log | 5.0549 | 460 | 0.6483 | 0.3530 | 0.6483 | 0.8051 |
282
+ | No log | 5.0769 | 462 | 0.6300 | 0.3754 | 0.6300 | 0.7937 |
283
+ | No log | 5.0989 | 464 | 0.6234 | 0.3704 | 0.6234 | 0.7895 |
284
+ | No log | 5.1209 | 466 | 0.6193 | 0.3886 | 0.6193 | 0.7870 |
285
+ | No log | 5.1429 | 468 | 0.6828 | 0.4371 | 0.6828 | 0.8263 |
286
+ | No log | 5.1648 | 470 | 0.7508 | 0.3586 | 0.7508 | 0.8665 |
287
+ | No log | 5.1868 | 472 | 0.7453 | 0.3586 | 0.7453 | 0.8633 |
288
+ | No log | 5.2088 | 474 | 0.6900 | 0.4597 | 0.6900 | 0.8307 |
289
+ | No log | 5.2308 | 476 | 0.6662 | 0.4352 | 0.6662 | 0.8162 |
290
+ | No log | 5.2527 | 478 | 0.6649 | 0.4352 | 0.6649 | 0.8154 |
291
+ | No log | 5.2747 | 480 | 0.6368 | 0.3787 | 0.6368 | 0.7980 |
292
+ | No log | 5.2967 | 482 | 0.6430 | 0.3787 | 0.6430 | 0.8019 |
293
+ | No log | 5.3187 | 484 | 0.6751 | 0.3787 | 0.6751 | 0.8216 |
294
+ | No log | 5.3407 | 486 | 0.7053 | 0.3813 | 0.7053 | 0.8398 |
295
+ | No log | 5.3626 | 488 | 0.7143 | 0.3551 | 0.7143 | 0.8452 |
296
+ | No log | 5.3846 | 490 | 0.7407 | 0.3569 | 0.7407 | 0.8607 |
297
+ | No log | 5.4066 | 492 | 0.7422 | 0.3498 | 0.7422 | 0.8615 |
298
+ | No log | 5.4286 | 494 | 0.7215 | 0.3763 | 0.7215 | 0.8494 |
299
+ | No log | 5.4505 | 496 | 0.6907 | 0.2652 | 0.6907 | 0.8311 |
300
+ | No log | 5.4725 | 498 | 0.6798 | 0.2684 | 0.6798 | 0.8245 |
301
+ | 0.3789 | 5.4945 | 500 | 0.6775 | 0.3599 | 0.6775 | 0.8231 |
302
+ | 0.3789 | 5.5165 | 502 | 0.6910 | 0.3763 | 0.6910 | 0.8312 |
303
+ | 0.3789 | 5.5385 | 504 | 0.7152 | 0.3817 | 0.7152 | 0.8457 |
304
+ | 0.3789 | 5.5604 | 506 | 0.7103 | 0.4081 | 0.7103 | 0.8428 |
305
+ | 0.3789 | 5.5824 | 508 | 0.6757 | 0.4419 | 0.6757 | 0.8220 |
306
+ | 0.3789 | 5.6044 | 510 | 0.6343 | 0.3787 | 0.6343 | 0.7964 |
307
+ | 0.3789 | 5.6264 | 512 | 0.6162 | 0.3787 | 0.6162 | 0.7850 |
308
+ | 0.3789 | 5.6484 | 514 | 0.6499 | 0.3253 | 0.6499 | 0.8062 |
309
+ | 0.3789 | 5.6703 | 516 | 0.7162 | 0.3737 | 0.7162 | 0.8463 |
310
+ | 0.3789 | 5.6923 | 518 | 0.7370 | 0.3737 | 0.7370 | 0.8585 |
311
+ | 0.3789 | 5.7143 | 520 | 0.7024 | 0.3737 | 0.7024 | 0.8381 |
312
+ | 0.3789 | 5.7363 | 522 | 0.6747 | 0.3041 | 0.6747 | 0.8214 |
313
+ | 0.3789 | 5.7582 | 524 | 0.6765 | 0.3599 | 0.6765 | 0.8225 |
314
+ | 0.3789 | 5.7802 | 526 | 0.6775 | 0.3865 | 0.6775 | 0.8231 |
315
+ | 0.3789 | 5.8022 | 528 | 0.6961 | 0.4020 | 0.6961 | 0.8344 |
316
+ | 0.3789 | 5.8242 | 530 | 0.7386 | 0.3770 | 0.7386 | 0.8594 |
317
+ | 0.3789 | 5.8462 | 532 | 0.7530 | 0.3869 | 0.7530 | 0.8678 |
318
+ | 0.3789 | 5.8681 | 534 | 0.7699 | 0.3606 | 0.7699 | 0.8775 |
319
+ | 0.3789 | 5.8901 | 536 | 0.7490 | 0.3869 | 0.7490 | 0.8655 |
320
+ | 0.3789 | 5.9121 | 538 | 0.7461 | 0.3630 | 0.7461 | 0.8637 |
321
+ | 0.3789 | 5.9341 | 540 | 0.7373 | 0.3384 | 0.7373 | 0.8587 |
322
+ | 0.3789 | 5.9560 | 542 | 0.6866 | 0.4371 | 0.6866 | 0.8286 |
323
+ | 0.3789 | 5.9780 | 544 | 0.6214 | 0.4964 | 0.6214 | 0.7883 |
324
+ | 0.3789 | 6.0 | 546 | 0.6083 | 0.4482 | 0.6083 | 0.7799 |
325
+ | 0.3789 | 6.0220 | 548 | 0.6373 | 0.4639 | 0.6373 | 0.7983 |
326
+ | 0.3789 | 6.0440 | 550 | 0.6737 | 0.4555 | 0.6737 | 0.8208 |
327
+ | 0.3789 | 6.0659 | 552 | 0.6854 | 0.4067 | 0.6854 | 0.8279 |
328
+ | 0.3789 | 6.0879 | 554 | 0.6618 | 0.4067 | 0.6618 | 0.8135 |
329
+ | 0.3789 | 6.1099 | 556 | 0.6569 | 0.4314 | 0.6569 | 0.8105 |
330
+ | 0.3789 | 6.1319 | 558 | 0.6473 | 0.4314 | 0.6473 | 0.8046 |
331
+ | 0.3789 | 6.1538 | 560 | 0.6861 | 0.4186 | 0.6861 | 0.8283 |
332
+ | 0.3789 | 6.1758 | 562 | 0.7809 | 0.3645 | 0.7809 | 0.8837 |
333
+ | 0.3789 | 6.1978 | 564 | 0.7850 | 0.3868 | 0.7850 | 0.8860 |
334
+ | 0.3789 | 6.2198 | 566 | 0.7492 | 0.4275 | 0.7492 | 0.8656 |
335
+ | 0.3789 | 6.2418 | 568 | 0.7450 | 0.4197 | 0.7450 | 0.8632 |
336
+ | 0.3789 | 6.2637 | 570 | 0.7502 | 0.3844 | 0.7502 | 0.8661 |
337
+ | 0.3789 | 6.2857 | 572 | 0.7061 | 0.4371 | 0.7061 | 0.8403 |
338
+ | 0.3789 | 6.3077 | 574 | 0.7041 | 0.4134 | 0.7041 | 0.8391 |
339
+ | 0.3789 | 6.3297 | 576 | 0.7039 | 0.4451 | 0.7039 | 0.8390 |
340
+ | 0.3789 | 6.3516 | 578 | 0.6605 | 0.4212 | 0.6605 | 0.8127 |
341
+ | 0.3789 | 6.3736 | 580 | 0.6693 | 0.4451 | 0.6693 | 0.8181 |
342
+ | 0.3789 | 6.3956 | 582 | 0.7604 | 0.4438 | 0.7604 | 0.8720 |
343
+ | 0.3789 | 6.4176 | 584 | 0.8198 | 0.4085 | 0.8198 | 0.9054 |
344
+ | 0.3789 | 6.4396 | 586 | 0.7959 | 0.4085 | 0.7959 | 0.8921 |
345
+ | 0.3789 | 6.4615 | 588 | 0.7207 | 0.3794 | 0.7207 | 0.8489 |
346
+ | 0.3789 | 6.4835 | 590 | 0.6615 | 0.4222 | 0.6615 | 0.8134 |
347
+ | 0.3789 | 6.5055 | 592 | 0.6705 | 0.4484 | 0.6705 | 0.8188 |
348
+ | 0.3789 | 6.5275 | 594 | 0.6882 | 0.4484 | 0.6882 | 0.8296 |
349
+ | 0.3789 | 6.5495 | 596 | 0.6948 | 0.4681 | 0.6948 | 0.8336 |
350
+ | 0.3789 | 6.5714 | 598 | 0.6917 | 0.4681 | 0.6917 | 0.8317 |
351
+ | 0.3789 | 6.5934 | 600 | 0.6696 | 0.4596 | 0.6696 | 0.8183 |
352
+ | 0.3789 | 6.6154 | 602 | 0.6542 | 0.4201 | 0.6542 | 0.8088 |
353
+ | 0.3789 | 6.6374 | 604 | 0.6253 | 0.4434 | 0.6253 | 0.7908 |
354
+ | 0.3789 | 6.6593 | 606 | 0.6147 | 0.4434 | 0.6147 | 0.7840 |
355
+ | 0.3789 | 6.6813 | 608 | 0.6091 | 0.4704 | 0.6091 | 0.7805 |
356
+ | 0.3789 | 6.7033 | 610 | 0.6032 | 0.4788 | 0.6032 | 0.7766 |
357
+ | 0.3789 | 6.7253 | 612 | 0.5512 | 0.5123 | 0.5512 | 0.7424 |
358
+ | 0.3789 | 6.7473 | 614 | 0.5390 | 0.4576 | 0.5390 | 0.7342 |
359
+ | 0.3789 | 6.7692 | 616 | 0.5814 | 0.4769 | 0.5814 | 0.7625 |
360
+ | 0.3789 | 6.7912 | 618 | 0.6711 | 0.4102 | 0.6711 | 0.8192 |
361
+ | 0.3789 | 6.8132 | 620 | 0.7761 | 0.3933 | 0.7761 | 0.8810 |
362
+ | 0.3789 | 6.8352 | 622 | 0.7059 | 0.4328 | 0.7059 | 0.8402 |
363
+ | 0.3789 | 6.8571 | 624 | 0.5820 | 0.5166 | 0.5820 | 0.7629 |
364
+ | 0.3789 | 6.8791 | 626 | 0.5408 | 0.5201 | 0.5408 | 0.7354 |
365
+ | 0.3789 | 6.9011 | 628 | 0.5761 | 0.5127 | 0.5761 | 0.7590 |
366
+ | 0.3789 | 6.9231 | 630 | 0.5748 | 0.4675 | 0.5748 | 0.7581 |
367
+ | 0.3789 | 6.9451 | 632 | 0.5547 | 0.5352 | 0.5547 | 0.7448 |
368
+ | 0.3789 | 6.9670 | 634 | 0.5707 | 0.5488 | 0.5707 | 0.7555 |
369
+ | 0.3789 | 6.9890 | 636 | 0.6502 | 0.4719 | 0.6502 | 0.8063 |
370
+ | 0.3789 | 7.0110 | 638 | 0.6921 | 0.4495 | 0.6921 | 0.8319 |
371
+ | 0.3789 | 7.0330 | 640 | 0.6489 | 0.4937 | 0.6489 | 0.8055 |
372
+ | 0.3789 | 7.0549 | 642 | 0.5840 | 0.5306 | 0.5840 | 0.7642 |
373
+ | 0.3789 | 7.0769 | 644 | 0.5674 | 0.5323 | 0.5674 | 0.7533 |
374
+ | 0.3789 | 7.0989 | 646 | 0.5660 | 0.5323 | 0.5660 | 0.7524 |
375
+ | 0.3789 | 7.1209 | 648 | 0.5848 | 0.5379 | 0.5848 | 0.7647 |
376
+ | 0.3789 | 7.1429 | 650 | 0.6085 | 0.5032 | 0.6085 | 0.7800 |
377
+ | 0.3789 | 7.1648 | 652 | 0.6647 | 0.4702 | 0.6647 | 0.8153 |
378
+ | 0.3789 | 7.1868 | 654 | 0.6746 | 0.4702 | 0.6746 | 0.8214 |
379
+ | 0.3789 | 7.2088 | 656 | 0.6157 | 0.4872 | 0.6157 | 0.7846 |
380
+ | 0.3789 | 7.2308 | 658 | 0.5780 | 0.5816 | 0.5780 | 0.7602 |
381
+ | 0.3789 | 7.2527 | 660 | 0.5726 | 0.5753 | 0.5726 | 0.7567 |
382
+ | 0.3789 | 7.2747 | 662 | 0.5743 | 0.5340 | 0.5743 | 0.7578 |
383
+ | 0.3789 | 7.2967 | 664 | 0.5810 | 0.5549 | 0.5810 | 0.7622 |
384
+ | 0.3789 | 7.3187 | 666 | 0.6167 | 0.4901 | 0.6167 | 0.7853 |
385
+ | 0.3789 | 7.3407 | 668 | 0.7091 | 0.4486 | 0.7091 | 0.8421 |
386
+ | 0.3789 | 7.3626 | 670 | 0.7734 | 0.4333 | 0.7734 | 0.8795 |
387
+ | 0.3789 | 7.3846 | 672 | 0.7148 | 0.4404 | 0.7148 | 0.8455 |
388
+ | 0.3789 | 7.4066 | 674 | 0.6300 | 0.4642 | 0.6300 | 0.7937 |
389
+ | 0.3789 | 7.4286 | 676 | 0.5892 | 0.3862 | 0.5892 | 0.7676 |
390
+ | 0.3789 | 7.4505 | 678 | 0.5939 | 0.4505 | 0.5939 | 0.7707 |
391
+ | 0.3789 | 7.4725 | 680 | 0.5975 | 0.4505 | 0.5975 | 0.7730 |
392
+ | 0.3789 | 7.4945 | 682 | 0.5958 | 0.4505 | 0.5958 | 0.7719 |
393
+ | 0.3789 | 7.5165 | 684 | 0.5912 | 0.4972 | 0.5912 | 0.7689 |
394
+ | 0.3789 | 7.5385 | 686 | 0.5903 | 0.4777 | 0.5903 | 0.7683 |
395
+ | 0.3789 | 7.5604 | 688 | 0.5983 | 0.5115 | 0.5983 | 0.7735 |
396
+ | 0.3789 | 7.5824 | 690 | 0.5769 | 0.4763 | 0.5769 | 0.7596 |
397
+ | 0.3789 | 7.6044 | 692 | 0.5535 | 0.4364 | 0.5535 | 0.7440 |
398
+ | 0.3789 | 7.6264 | 694 | 0.5702 | 0.4349 | 0.5702 | 0.7551 |
399
+ | 0.3789 | 7.6484 | 696 | 0.5966 | 0.5075 | 0.5966 | 0.7724 |
400
+ | 0.3789 | 7.6703 | 698 | 0.6057 | 0.5201 | 0.6057 | 0.7783 |
401
+ | 0.3789 | 7.6923 | 700 | 0.6082 | 0.5517 | 0.6082 | 0.7799 |
402
+ | 0.3789 | 7.7143 | 702 | 0.6112 | 0.5517 | 0.6112 | 0.7818 |
403
+ | 0.3789 | 7.7363 | 704 | 0.6089 | 0.5133 | 0.6089 | 0.7803 |
404
+ | 0.3789 | 7.7582 | 706 | 0.6111 | 0.4661 | 0.6111 | 0.7817 |
405
+ | 0.3789 | 7.7802 | 708 | 0.6121 | 0.4596 | 0.6121 | 0.7824 |
406
+ | 0.3789 | 7.8022 | 710 | 0.6212 | 0.4596 | 0.6212 | 0.7881 |
407
+ | 0.3789 | 7.8242 | 712 | 0.6513 | 0.5098 | 0.6513 | 0.8070 |
408
+ | 0.3789 | 7.8462 | 714 | 0.6968 | 0.4920 | 0.6968 | 0.8348 |
409
+ | 0.3789 | 7.8681 | 716 | 0.7576 | 0.4812 | 0.7576 | 0.8704 |
410
+ | 0.3789 | 7.8901 | 718 | 0.7698 | 0.4199 | 0.7698 | 0.8774 |
411
+ | 0.3789 | 7.9121 | 720 | 0.7049 | 0.4531 | 0.7049 | 0.8396 |
412
+ | 0.3789 | 7.9341 | 722 | 0.6214 | 0.4661 | 0.6214 | 0.7883 |
413
+ | 0.3789 | 7.9560 | 724 | 0.6039 | 0.4036 | 0.6039 | 0.7771 |
414
+ | 0.3789 | 7.9780 | 726 | 0.6061 | 0.3787 | 0.6061 | 0.7785 |
415
+ | 0.3789 | 8.0 | 728 | 0.6116 | 0.4036 | 0.6116 | 0.7821 |
416
+ | 0.3789 | 8.0220 | 730 | 0.6559 | 0.4703 | 0.6559 | 0.8099 |
417
+ | 0.3789 | 8.0440 | 732 | 0.7838 | 0.3960 | 0.7838 | 0.8853 |
418
+ | 0.3789 | 8.0659 | 734 | 0.8580 | 0.3439 | 0.8580 | 0.9263 |
419
+ | 0.3789 | 8.0879 | 736 | 0.8355 | 0.3782 | 0.8355 | 0.9140 |
420
+ | 0.3789 | 8.1099 | 738 | 0.7739 | 0.3582 | 0.7739 | 0.8797 |
421
+ | 0.3789 | 8.1319 | 740 | 0.6981 | 0.3820 | 0.6981 | 0.8355 |
422
+ | 0.3789 | 8.1538 | 742 | 0.6338 | 0.4257 | 0.6338 | 0.7961 |
423
+ | 0.3789 | 8.1758 | 744 | 0.6161 | 0.4914 | 0.6161 | 0.7849 |
424
+ | 0.3789 | 8.1978 | 746 | 0.6148 | 0.4257 | 0.6148 | 0.7841 |
425
+ | 0.3789 | 8.2198 | 748 | 0.6205 | 0.4473 | 0.6205 | 0.7877 |
426
+ | 0.3789 | 8.2418 | 750 | 0.6802 | 0.4014 | 0.6802 | 0.8247 |
427
+ | 0.3789 | 8.2637 | 752 | 0.7683 | 0.3477 | 0.7683 | 0.8765 |
428
+ | 0.3789 | 8.2857 | 754 | 0.7819 | 0.3597 | 0.7819 | 0.8843 |
429
+ | 0.3789 | 8.3077 | 756 | 0.7390 | 0.4474 | 0.7390 | 0.8597 |
430
+ | 0.3789 | 8.3297 | 758 | 0.6638 | 0.4430 | 0.6638 | 0.8147 |
431
+ | 0.3789 | 8.3516 | 760 | 0.6324 | 0.4190 | 0.6324 | 0.7952 |
432
+ | 0.3789 | 8.3736 | 762 | 0.6483 | 0.4430 | 0.6483 | 0.8052 |
433
+ | 0.3789 | 8.3956 | 764 | 0.6738 | 0.5113 | 0.6738 | 0.8209 |
434
+ | 0.3789 | 8.4176 | 766 | 0.7145 | 0.4648 | 0.7145 | 0.8453 |
435
+ | 0.3789 | 8.4396 | 768 | 0.7726 | 0.3719 | 0.7726 | 0.8790 |
436
+ | 0.3789 | 8.4615 | 770 | 0.7790 | 0.2988 | 0.7790 | 0.8826 |
437
+ | 0.3789 | 8.4835 | 772 | 0.7520 | 0.3008 | 0.7520 | 0.8672 |
438
+ | 0.3789 | 8.5055 | 774 | 0.7465 | 0.2492 | 0.7465 | 0.8640 |
439
+ | 0.3789 | 8.5275 | 776 | 0.7689 | 0.2492 | 0.7689 | 0.8769 |
440
+ | 0.3789 | 8.5495 | 778 | 0.7717 | 0.3008 | 0.7717 | 0.8785 |
441
 
442
 
443
  ### Framework versions
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