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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k12_task2_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k11_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k11_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.8255
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- - Qwk: 0.4734
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- - Mse: 0.8255
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- - Rmse: 0.9086
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  ## Model description
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@@ -49,295 +49,261 @@ 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 | 0.0323 | 2 | 4.3571 | 0.0163 | 4.3571 | 2.0874 |
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- | No log | 0.0645 | 4 | 2.2404 | 0.0809 | 2.2404 | 1.4968 |
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- | No log | 0.0968 | 6 | 1.3929 | 0.0682 | 1.3929 | 1.1802 |
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- | No log | 0.1290 | 8 | 1.1460 | 0.2520 | 1.1460 | 1.0705 |
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- | No log | 0.1613 | 10 | 1.0986 | 0.2023 | 1.0986 | 1.0482 |
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- | No log | 0.1935 | 12 | 1.1377 | 0.1649 | 1.1377 | 1.0666 |
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- | No log | 0.2258 | 14 | 1.1493 | 0.2053 | 1.1493 | 1.0721 |
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- | No log | 0.2581 | 16 | 1.0938 | 0.2731 | 1.0938 | 1.0458 |
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- | No log | 0.2903 | 18 | 1.1430 | 0.2935 | 1.1430 | 1.0691 |
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- | No log | 0.3226 | 20 | 1.2841 | 0.1196 | 1.2841 | 1.1332 |
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- | No log | 0.3548 | 22 | 1.2804 | 0.1283 | 1.2804 | 1.1315 |
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- | No log | 0.3871 | 24 | 1.2531 | 0.2019 | 1.2531 | 1.1194 |
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- | No log | 0.4194 | 26 | 1.0611 | 0.2815 | 1.0611 | 1.0301 |
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- | No log | 0.4516 | 28 | 1.0141 | 0.1827 | 1.0141 | 1.0070 |
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- | No log | 0.4839 | 30 | 1.0060 | 0.1507 | 1.0060 | 1.0030 |
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- | No log | 0.5161 | 32 | 1.0585 | 0.2745 | 1.0585 | 1.0288 |
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- | No log | 0.5484 | 34 | 1.2873 | 0.2094 | 1.2873 | 1.1346 |
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- | No log | 0.5806 | 36 | 1.4793 | 0.1896 | 1.4793 | 1.2163 |
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- | No log | 0.6129 | 38 | 1.1869 | 0.2389 | 1.1869 | 1.0895 |
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- | No log | 0.6452 | 40 | 0.9884 | 0.3043 | 0.9884 | 0.9942 |
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- | No log | 0.6774 | 42 | 1.0304 | 0.3830 | 1.0304 | 1.0151 |
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- | No log | 0.7097 | 44 | 0.9969 | 0.4218 | 0.9969 | 0.9985 |
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- | No log | 0.7419 | 46 | 0.9509 | 0.5120 | 0.9509 | 0.9751 |
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- | No log | 0.7742 | 48 | 0.8815 | 0.5102 | 0.8815 | 0.9389 |
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- | No log | 0.8065 | 50 | 0.8430 | 0.5364 | 0.8430 | 0.9181 |
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- | No log | 0.8387 | 52 | 0.8384 | 0.4966 | 0.8384 | 0.9157 |
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- | No log | 0.8710 | 54 | 0.8342 | 0.5555 | 0.8342 | 0.9133 |
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- | No log | 0.9032 | 56 | 0.8533 | 0.5699 | 0.8533 | 0.9238 |
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- | No log | 0.9355 | 58 | 0.8212 | 0.6002 | 0.8212 | 0.9062 |
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- | No log | 0.9677 | 60 | 0.8186 | 0.6086 | 0.8186 | 0.9048 |
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- | No log | 1.0 | 62 | 0.8640 | 0.5702 | 0.8640 | 0.9295 |
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- | No log | 1.0323 | 64 | 0.9864 | 0.5171 | 0.9864 | 0.9932 |
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- | No log | 1.0645 | 66 | 1.1135 | 0.4612 | 1.1135 | 1.0552 |
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- | No log | 1.0968 | 68 | 1.0459 | 0.4918 | 1.0459 | 1.0227 |
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- | No log | 1.1290 | 70 | 0.9667 | 0.5614 | 0.9667 | 0.9832 |
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- | No log | 1.1613 | 72 | 0.8417 | 0.6269 | 0.8417 | 0.9175 |
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- | No log | 1.1935 | 74 | 0.7943 | 0.5673 | 0.7943 | 0.8912 |
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- | No log | 1.2258 | 76 | 0.8087 | 0.5632 | 0.8087 | 0.8993 |
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- | No log | 1.2581 | 78 | 0.7676 | 0.6328 | 0.7676 | 0.8761 |
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- | No log | 1.2903 | 80 | 0.7676 | 0.6633 | 0.7676 | 0.8761 |
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- | No log | 1.3226 | 82 | 0.7667 | 0.6887 | 0.7667 | 0.8756 |
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- | No log | 1.3548 | 84 | 0.7463 | 0.6601 | 0.7463 | 0.8639 |
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- | No log | 1.3871 | 86 | 0.7623 | 0.6800 | 0.7623 | 0.8731 |
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- | No log | 1.4194 | 88 | 0.7940 | 0.6271 | 0.7940 | 0.8910 |
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- | No log | 1.4516 | 90 | 0.8414 | 0.5518 | 0.8414 | 0.9173 |
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- | No log | 1.4839 | 92 | 0.8261 | 0.5699 | 0.8261 | 0.9089 |
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- | No log | 1.5161 | 94 | 0.8008 | 0.6178 | 0.8008 | 0.8949 |
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- | No log | 1.5484 | 96 | 0.8022 | 0.6441 | 0.8022 | 0.8956 |
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- | No log | 1.5806 | 98 | 0.9701 | 0.5722 | 0.9701 | 0.9850 |
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- | No log | 1.6129 | 100 | 1.0806 | 0.5092 | 1.0806 | 1.0395 |
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- | No log | 1.6452 | 102 | 0.9914 | 0.5774 | 0.9914 | 0.9957 |
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- | No log | 1.6774 | 104 | 0.7678 | 0.6453 | 0.7678 | 0.8763 |
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- | No log | 1.7097 | 106 | 0.7693 | 0.5559 | 0.7693 | 0.8771 |
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- | No log | 1.7419 | 108 | 0.8060 | 0.5657 | 0.8060 | 0.8978 |
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- | No log | 1.7742 | 110 | 0.9254 | 0.6121 | 0.9254 | 0.9620 |
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- | No log | 1.8065 | 112 | 1.1386 | 0.4861 | 1.1386 | 1.0670 |
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- | No log | 1.8387 | 114 | 1.1372 | 0.4600 | 1.1372 | 1.0664 |
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- | No log | 1.8710 | 116 | 0.9565 | 0.5101 | 0.9565 | 0.9780 |
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- | No log | 1.9032 | 118 | 0.8893 | 0.5591 | 0.8893 | 0.9430 |
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- | No log | 1.9355 | 120 | 0.8477 | 0.5241 | 0.8477 | 0.9207 |
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- | No log | 1.9677 | 122 | 0.8945 | 0.5408 | 0.8945 | 0.9458 |
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- | No log | 2.0 | 124 | 0.9341 | 0.5879 | 0.9341 | 0.9665 |
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- | No log | 2.0323 | 126 | 0.8582 | 0.5899 | 0.8582 | 0.9264 |
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- | No log | 2.0645 | 128 | 0.8936 | 0.5669 | 0.8936 | 0.9453 |
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- | No log | 2.0968 | 130 | 0.9070 | 0.5847 | 0.9070 | 0.9524 |
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- | No log | 2.1290 | 132 | 0.8294 | 0.6052 | 0.8294 | 0.9107 |
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- | No log | 2.1613 | 134 | 0.7921 | 0.6412 | 0.7921 | 0.8900 |
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- | No log | 2.1935 | 136 | 0.7852 | 0.6382 | 0.7852 | 0.8861 |
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- | No log | 2.2258 | 138 | 0.8001 | 0.6081 | 0.8001 | 0.8945 |
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- | No log | 2.2581 | 140 | 1.0300 | 0.4783 | 1.0300 | 1.0149 |
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- | No log | 2.2903 | 142 | 1.1333 | 0.4508 | 1.1333 | 1.0646 |
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- | No log | 2.3226 | 144 | 0.9596 | 0.4965 | 0.9596 | 0.9796 |
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- | No log | 2.3548 | 146 | 0.9021 | 0.5002 | 0.9021 | 0.9498 |
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- | No log | 2.3871 | 148 | 0.8696 | 0.5150 | 0.8696 | 0.9325 |
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- | No log | 2.4194 | 150 | 0.9030 | 0.5135 | 0.9030 | 0.9503 |
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- | No log | 2.4516 | 152 | 0.9337 | 0.5370 | 0.9337 | 0.9663 |
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- | No log | 2.4839 | 154 | 0.8739 | 0.5208 | 0.8739 | 0.9348 |
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- | No log | 2.5161 | 156 | 0.8371 | 0.5357 | 0.8371 | 0.9149 |
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- | No log | 2.5484 | 158 | 0.8486 | 0.5887 | 0.8486 | 0.9212 |
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- | No log | 2.5806 | 160 | 0.9887 | 0.5082 | 0.9887 | 0.9943 |
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- | No log | 2.6129 | 162 | 1.2136 | 0.4943 | 1.2136 | 1.1016 |
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- | No log | 2.6452 | 164 | 1.3205 | 0.3882 | 1.3205 | 1.1491 |
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- | No log | 2.6774 | 166 | 1.1561 | 0.5027 | 1.1561 | 1.0752 |
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- | No log | 2.7097 | 168 | 0.9403 | 0.5334 | 0.9403 | 0.9697 |
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- | No log | 2.7419 | 170 | 0.9161 | 0.5334 | 0.9161 | 0.9571 |
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- | No log | 2.7742 | 172 | 0.9272 | 0.5614 | 0.9272 | 0.9629 |
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- | No log | 2.8065 | 174 | 0.8834 | 0.5637 | 0.8834 | 0.9399 |
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- | No log | 2.8387 | 176 | 0.7799 | 0.5356 | 0.7799 | 0.8831 |
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- | No log | 2.8710 | 178 | 0.7703 | 0.5189 | 0.7703 | 0.8777 |
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- | No log | 2.9032 | 180 | 0.7962 | 0.4798 | 0.7962 | 0.8923 |
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- | No log | 2.9355 | 182 | 0.7814 | 0.5102 | 0.7814 | 0.8840 |
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- | No log | 2.9677 | 184 | 0.7711 | 0.5751 | 0.7711 | 0.8781 |
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- | No log | 3.0 | 186 | 1.0460 | 0.5222 | 1.0460 | 1.0227 |
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- | No log | 3.0323 | 188 | 1.1980 | 0.4381 | 1.1980 | 1.0945 |
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- | No log | 3.0645 | 190 | 1.0398 | 0.4697 | 1.0398 | 1.0197 |
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- | No log | 3.0968 | 192 | 0.9169 | 0.4957 | 0.9169 | 0.9576 |
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- | No log | 3.1290 | 194 | 0.9716 | 0.4603 | 0.9716 | 0.9857 |
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- | No log | 3.1613 | 196 | 1.0529 | 0.4477 | 1.0529 | 1.0261 |
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- | No log | 3.1935 | 198 | 1.1249 | 0.4715 | 1.1249 | 1.0606 |
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- | No log | 3.2258 | 200 | 1.0768 | 0.4666 | 1.0768 | 1.0377 |
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- | No log | 3.2581 | 202 | 0.8997 | 0.5648 | 0.8997 | 0.9485 |
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- | No log | 3.2903 | 204 | 0.7552 | 0.5836 | 0.7552 | 0.8690 |
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- | No log | 3.3226 | 206 | 0.7225 | 0.6196 | 0.7225 | 0.8500 |
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- | No log | 3.3548 | 208 | 0.7849 | 0.5913 | 0.7849 | 0.8859 |
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- | No log | 3.3871 | 210 | 1.0679 | 0.5027 | 1.0679 | 1.0334 |
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- | No log | 3.4194 | 212 | 1.3682 | 0.4118 | 1.3682 | 1.1697 |
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- | No log | 3.4516 | 214 | 1.3514 | 0.4307 | 1.3514 | 1.1625 |
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- | No log | 3.4839 | 216 | 1.0817 | 0.4954 | 1.0817 | 1.0401 |
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- | No log | 3.5161 | 218 | 0.8065 | 0.6132 | 0.8065 | 0.8981 |
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- | No log | 3.5484 | 220 | 0.7397 | 0.5439 | 0.7397 | 0.8601 |
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- | No log | 3.5806 | 222 | 0.7725 | 0.5482 | 0.7725 | 0.8789 |
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- | No log | 3.6129 | 224 | 0.8832 | 0.5985 | 0.8832 | 0.9398 |
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- | No log | 3.6452 | 226 | 1.1103 | 0.4749 | 1.1103 | 1.0537 |
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- | No log | 3.6774 | 228 | 1.0820 | 0.4598 | 1.0820 | 1.0402 |
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- | No log | 3.7097 | 230 | 0.9729 | 0.4539 | 0.9729 | 0.9863 |
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- | No log | 3.7419 | 232 | 0.8460 | 0.4934 | 0.8460 | 0.9198 |
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- | No log | 3.7742 | 234 | 0.8651 | 0.4902 | 0.8651 | 0.9301 |
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- | No log | 3.8065 | 236 | 0.9616 | 0.4357 | 0.9616 | 0.9806 |
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- | No log | 3.8387 | 238 | 1.0893 | 0.4681 | 1.0893 | 1.0437 |
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- | No log | 3.8710 | 240 | 1.1623 | 0.4580 | 1.1623 | 1.0781 |
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- | No log | 3.9032 | 242 | 1.0060 | 0.4708 | 1.0060 | 1.0030 |
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- | No log | 3.9355 | 244 | 1.0044 | 0.4700 | 1.0044 | 1.0022 |
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- | No log | 3.9677 | 246 | 0.9509 | 0.4810 | 0.9509 | 0.9751 |
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- | No log | 4.0 | 248 | 0.9265 | 0.5384 | 0.9265 | 0.9625 |
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- | No log | 4.0323 | 250 | 0.9254 | 0.5072 | 0.9254 | 0.9620 |
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- | No log | 4.0645 | 252 | 0.8750 | 0.5080 | 0.8750 | 0.9354 |
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- | No log | 4.0968 | 254 | 0.8545 | 0.4533 | 0.8545 | 0.9244 |
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- | No log | 4.1290 | 256 | 0.9434 | 0.4168 | 0.9434 | 0.9713 |
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- | No log | 4.1613 | 258 | 1.0713 | 0.4393 | 1.0713 | 1.0350 |
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- | No log | 4.1935 | 260 | 1.1116 | 0.4468 | 1.1116 | 1.0543 |
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- | No log | 4.2258 | 262 | 1.1946 | 0.4640 | 1.1946 | 1.0930 |
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- | No log | 4.2581 | 264 | 1.0995 | 0.4390 | 1.0995 | 1.0486 |
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- | No log | 4.2903 | 266 | 1.0164 | 0.4496 | 1.0164 | 1.0082 |
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- | No log | 4.3226 | 268 | 0.8223 | 0.5276 | 0.8223 | 0.9068 |
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- | No log | 4.3548 | 270 | 0.7749 | 0.5733 | 0.7749 | 0.8803 |
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- | No log | 4.3871 | 272 | 0.8114 | 0.5216 | 0.8114 | 0.9008 |
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- | No log | 4.4194 | 274 | 0.8578 | 0.5389 | 0.8578 | 0.9262 |
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- | No log | 4.4516 | 276 | 1.1396 | 0.4971 | 1.1396 | 1.0675 |
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- | No log | 4.4839 | 278 | 1.2676 | 0.5161 | 1.2676 | 1.1259 |
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- | No log | 4.5161 | 280 | 1.1333 | 0.5104 | 1.1333 | 1.0646 |
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- | No log | 4.5484 | 282 | 0.8715 | 0.4726 | 0.8715 | 0.9335 |
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- | No log | 4.5806 | 284 | 0.7015 | 0.6060 | 0.7015 | 0.8376 |
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- | No log | 4.6129 | 286 | 0.6993 | 0.5872 | 0.6993 | 0.8362 |
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- | No log | 4.6452 | 288 | 0.7360 | 0.6052 | 0.7360 | 0.8579 |
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- | No log | 4.6774 | 290 | 0.9636 | 0.4496 | 0.9636 | 0.9816 |
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- | No log | 4.7097 | 292 | 1.3877 | 0.3894 | 1.3877 | 1.1780 |
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- | No log | 4.7419 | 294 | 1.4656 | 0.3796 | 1.4656 | 1.2106 |
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- | No log | 4.7742 | 296 | 1.2290 | 0.4086 | 1.2290 | 1.1086 |
200
- | No log | 4.8065 | 298 | 0.9733 | 0.4851 | 0.9733 | 0.9866 |
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- | No log | 4.8387 | 300 | 0.8240 | 0.4942 | 0.8240 | 0.9078 |
202
- | No log | 4.8710 | 302 | 0.8464 | 0.4552 | 0.8464 | 0.9200 |
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- | No log | 4.9032 | 304 | 0.8544 | 0.4852 | 0.8544 | 0.9243 |
204
- | No log | 4.9355 | 306 | 0.9074 | 0.4645 | 0.9074 | 0.9526 |
205
- | No log | 4.9677 | 308 | 0.9444 | 0.4631 | 0.9444 | 0.9718 |
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- | No log | 5.0 | 310 | 0.9941 | 0.4523 | 0.9941 | 0.9970 |
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- | No log | 5.0323 | 312 | 0.9246 | 0.4638 | 0.9246 | 0.9616 |
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- | No log | 5.0645 | 314 | 0.9268 | 0.4820 | 0.9268 | 0.9627 |
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- | No log | 5.0968 | 316 | 0.8529 | 0.4712 | 0.8529 | 0.9235 |
210
- | No log | 5.1290 | 318 | 0.8132 | 0.4555 | 0.8132 | 0.9018 |
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- | No log | 5.1613 | 320 | 0.8254 | 0.4418 | 0.8254 | 0.9085 |
212
- | No log | 5.1935 | 322 | 0.8722 | 0.4712 | 0.8722 | 0.9339 |
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- | No log | 5.2258 | 324 | 1.0006 | 0.3884 | 1.0006 | 1.0003 |
214
- | No log | 5.2581 | 326 | 1.1506 | 0.3723 | 1.1506 | 1.0726 |
215
- | No log | 5.2903 | 328 | 1.0721 | 0.4291 | 1.0721 | 1.0354 |
216
- | No log | 5.3226 | 330 | 0.9024 | 0.4289 | 0.9024 | 0.9500 |
217
- | No log | 5.3548 | 332 | 0.8736 | 0.4425 | 0.8736 | 0.9347 |
218
- | No log | 5.3871 | 334 | 0.8999 | 0.3827 | 0.8999 | 0.9486 |
219
- | No log | 5.4194 | 336 | 0.9571 | 0.3256 | 0.9571 | 0.9783 |
220
- | No log | 5.4516 | 338 | 1.1039 | 0.3259 | 1.1039 | 1.0507 |
221
- | No log | 5.4839 | 340 | 1.1469 | 0.3745 | 1.1469 | 1.0710 |
222
- | No log | 5.5161 | 342 | 1.0329 | 0.3798 | 1.0329 | 1.0163 |
223
- | No log | 5.5484 | 344 | 0.8904 | 0.5029 | 0.8904 | 0.9436 |
224
- | No log | 5.5806 | 346 | 0.8363 | 0.5374 | 0.8363 | 0.9145 |
225
- | No log | 5.6129 | 348 | 0.7882 | 0.5380 | 0.7882 | 0.8878 |
226
- | No log | 5.6452 | 350 | 0.8633 | 0.5280 | 0.8633 | 0.9291 |
227
- | No log | 5.6774 | 352 | 1.0282 | 0.4571 | 1.0282 | 1.0140 |
228
- | No log | 5.7097 | 354 | 1.0189 | 0.4640 | 1.0189 | 1.0094 |
229
- | No log | 5.7419 | 356 | 0.8635 | 0.4921 | 0.8635 | 0.9293 |
230
- | No log | 5.7742 | 358 | 0.7270 | 0.6219 | 0.7270 | 0.8527 |
231
- | No log | 5.8065 | 360 | 0.7094 | 0.6507 | 0.7094 | 0.8422 |
232
- | No log | 5.8387 | 362 | 0.7411 | 0.5872 | 0.7411 | 0.8609 |
233
- | No log | 5.8710 | 364 | 0.8367 | 0.4694 | 0.8367 | 0.9147 |
234
- | No log | 5.9032 | 366 | 0.9719 | 0.4618 | 0.9719 | 0.9859 |
235
- | No log | 5.9355 | 368 | 1.0943 | 0.4111 | 1.0943 | 1.0461 |
236
- | No log | 5.9677 | 370 | 1.0595 | 0.4035 | 1.0595 | 1.0293 |
237
- | No log | 6.0 | 372 | 0.9305 | 0.5199 | 0.9305 | 0.9646 |
238
- | No log | 6.0323 | 374 | 0.8862 | 0.5637 | 0.8862 | 0.9414 |
239
- | No log | 6.0645 | 376 | 0.9495 | 0.4902 | 0.9495 | 0.9744 |
240
- | No log | 6.0968 | 378 | 0.9995 | 0.4625 | 0.9995 | 0.9998 |
241
- | No log | 6.1290 | 380 | 1.0124 | 0.4523 | 1.0124 | 1.0062 |
242
- | No log | 6.1613 | 382 | 0.9616 | 0.4834 | 0.9616 | 0.9806 |
243
- | No log | 6.1935 | 384 | 0.8877 | 0.5912 | 0.8877 | 0.9422 |
244
- | No log | 6.2258 | 386 | 0.8483 | 0.5874 | 0.8483 | 0.9210 |
245
- | No log | 6.2581 | 388 | 0.8930 | 0.5147 | 0.8930 | 0.9450 |
246
- | No log | 6.2903 | 390 | 0.8965 | 0.5333 | 0.8965 | 0.9468 |
247
- | No log | 6.3226 | 392 | 0.8836 | 0.5333 | 0.8836 | 0.9400 |
248
- | No log | 6.3548 | 394 | 0.8723 | 0.5306 | 0.8723 | 0.9340 |
249
- | No log | 6.3871 | 396 | 0.8843 | 0.5000 | 0.8843 | 0.9404 |
250
- | No log | 6.4194 | 398 | 0.8710 | 0.5326 | 0.8710 | 0.9333 |
251
- | No log | 6.4516 | 400 | 0.8782 | 0.5090 | 0.8782 | 0.9371 |
252
- | No log | 6.4839 | 402 | 0.8980 | 0.5279 | 0.8980 | 0.9476 |
253
- | No log | 6.5161 | 404 | 0.9678 | 0.5272 | 0.9678 | 0.9838 |
254
- | No log | 6.5484 | 406 | 1.0444 | 0.4927 | 1.0444 | 1.0219 |
255
- | No log | 6.5806 | 408 | 1.0287 | 0.5028 | 1.0287 | 1.0142 |
256
- | No log | 6.6129 | 410 | 0.9280 | 0.5168 | 0.9280 | 0.9634 |
257
- | No log | 6.6452 | 412 | 0.8306 | 0.6174 | 0.8306 | 0.9114 |
258
- | No log | 6.6774 | 414 | 0.8215 | 0.6471 | 0.8215 | 0.9064 |
259
- | No log | 6.7097 | 416 | 0.8062 | 0.6575 | 0.8062 | 0.8979 |
260
- | No log | 6.7419 | 418 | 0.8554 | 0.6008 | 0.8554 | 0.9249 |
261
- | No log | 6.7742 | 420 | 0.9358 | 0.4726 | 0.9358 | 0.9674 |
262
- | No log | 6.8065 | 422 | 1.0247 | 0.4692 | 1.0247 | 1.0123 |
263
- | No log | 6.8387 | 424 | 1.0503 | 0.4692 | 1.0503 | 1.0248 |
264
- | No log | 6.8710 | 426 | 0.9510 | 0.5216 | 0.9510 | 0.9752 |
265
- | No log | 6.9032 | 428 | 0.8762 | 0.5192 | 0.8762 | 0.9360 |
266
- | No log | 6.9355 | 430 | 0.8304 | 0.5763 | 0.8304 | 0.9113 |
267
- | No log | 6.9677 | 432 | 0.8448 | 0.5192 | 0.8448 | 0.9191 |
268
- | No log | 7.0 | 434 | 0.8844 | 0.5083 | 0.8844 | 0.9404 |
269
- | No log | 7.0323 | 436 | 0.9930 | 0.4803 | 0.9930 | 0.9965 |
270
- | No log | 7.0645 | 438 | 1.0381 | 0.4611 | 1.0381 | 1.0189 |
271
- | No log | 7.0968 | 440 | 1.0413 | 0.4322 | 1.0413 | 1.0204 |
272
- | No log | 7.1290 | 442 | 1.0564 | 0.4322 | 1.0564 | 1.0278 |
273
- | No log | 7.1613 | 444 | 0.9292 | 0.5124 | 0.9292 | 0.9640 |
274
- | No log | 7.1935 | 446 | 0.8401 | 0.5324 | 0.8401 | 0.9166 |
275
- | No log | 7.2258 | 448 | 0.8121 | 0.5270 | 0.8121 | 0.9012 |
276
- | No log | 7.2581 | 450 | 0.7979 | 0.4995 | 0.7979 | 0.8932 |
277
- | No log | 7.2903 | 452 | 0.8324 | 0.4881 | 0.8324 | 0.9124 |
278
- | No log | 7.3226 | 454 | 1.0068 | 0.4990 | 1.0068 | 1.0034 |
279
- | No log | 7.3548 | 456 | 1.1265 | 0.4504 | 1.1265 | 1.0614 |
280
- | No log | 7.3871 | 458 | 1.0720 | 0.4783 | 1.0720 | 1.0354 |
281
- | No log | 7.4194 | 460 | 0.9288 | 0.5077 | 0.9288 | 0.9638 |
282
- | No log | 7.4516 | 462 | 0.8100 | 0.5042 | 0.8100 | 0.9000 |
283
- | No log | 7.4839 | 464 | 0.7871 | 0.5543 | 0.7871 | 0.8872 |
284
- | No log | 7.5161 | 466 | 0.8152 | 0.5451 | 0.8152 | 0.9029 |
285
- | No log | 7.5484 | 468 | 0.9146 | 0.4436 | 0.9146 | 0.9563 |
286
- | No log | 7.5806 | 470 | 1.0934 | 0.4565 | 1.0934 | 1.0457 |
287
- | No log | 7.6129 | 472 | 1.1395 | 0.4474 | 1.1395 | 1.0675 |
288
- | No log | 7.6452 | 474 | 1.0250 | 0.4803 | 1.0250 | 1.0124 |
289
- | No log | 7.6774 | 476 | 0.9595 | 0.4661 | 0.9595 | 0.9796 |
290
- | No log | 7.7097 | 478 | 0.9480 | 0.4788 | 0.9480 | 0.9737 |
291
- | No log | 7.7419 | 480 | 1.0009 | 0.5039 | 1.0009 | 1.0004 |
292
- | No log | 7.7742 | 482 | 1.0128 | 0.5039 | 1.0128 | 1.0064 |
293
- | No log | 7.8065 | 484 | 0.9823 | 0.4877 | 0.9823 | 0.9911 |
294
- | No log | 7.8387 | 486 | 0.9364 | 0.5635 | 0.9364 | 0.9677 |
295
- | No log | 7.8710 | 488 | 0.9728 | 0.5625 | 0.9728 | 0.9863 |
296
- | No log | 7.9032 | 490 | 1.0731 | 0.4936 | 1.0731 | 1.0359 |
297
- | No log | 7.9355 | 492 | 1.1356 | 0.5340 | 1.1356 | 1.0656 |
298
- | No log | 7.9677 | 494 | 1.0717 | 0.5519 | 1.0717 | 1.0353 |
299
- | No log | 8.0 | 496 | 0.9662 | 0.5490 | 0.9662 | 0.9829 |
300
- | No log | 8.0323 | 498 | 0.8925 | 0.4958 | 0.8925 | 0.9447 |
301
- | 0.3073 | 8.0645 | 500 | 0.8457 | 0.4916 | 0.8457 | 0.9196 |
302
- | 0.3073 | 8.0968 | 502 | 0.8023 | 0.5361 | 0.8023 | 0.8957 |
303
- | 0.3073 | 8.1290 | 504 | 0.7944 | 0.5110 | 0.7944 | 0.8913 |
304
- | 0.3073 | 8.1613 | 506 | 0.8690 | 0.6142 | 0.8690 | 0.9322 |
305
- | 0.3073 | 8.1935 | 508 | 0.9038 | 0.5532 | 0.9038 | 0.9507 |
306
- | 0.3073 | 8.2258 | 510 | 0.8726 | 0.5561 | 0.8726 | 0.9341 |
307
- | 0.3073 | 8.2581 | 512 | 0.8351 | 0.5451 | 0.8351 | 0.9138 |
308
- | 0.3073 | 8.2903 | 514 | 0.8362 | 0.5338 | 0.8362 | 0.9145 |
309
- | 0.3073 | 8.3226 | 516 | 0.8889 | 0.5601 | 0.8889 | 0.9428 |
310
- | 0.3073 | 8.3548 | 518 | 0.9233 | 0.5431 | 0.9233 | 0.9609 |
311
- | 0.3073 | 8.3871 | 520 | 0.9656 | 0.5365 | 0.9656 | 0.9827 |
312
- | 0.3073 | 8.4194 | 522 | 0.9223 | 0.5250 | 0.9223 | 0.9604 |
313
- | 0.3073 | 8.4516 | 524 | 0.8584 | 0.5029 | 0.8584 | 0.9265 |
314
- | 0.3073 | 8.4839 | 526 | 0.8692 | 0.4898 | 0.8692 | 0.9323 |
315
- | 0.3073 | 8.5161 | 528 | 0.8686 | 0.4898 | 0.8686 | 0.9320 |
316
- | 0.3073 | 8.5484 | 530 | 0.8284 | 0.5650 | 0.8284 | 0.9102 |
317
- | 0.3073 | 8.5806 | 532 | 0.8002 | 0.5560 | 0.8002 | 0.8945 |
318
- | 0.3073 | 8.6129 | 534 | 0.7931 | 0.5560 | 0.7931 | 0.8906 |
319
- | 0.3073 | 8.6452 | 536 | 0.7920 | 0.5560 | 0.7920 | 0.8899 |
320
- | 0.3073 | 8.6774 | 538 | 0.7551 | 0.5959 | 0.7551 | 0.8690 |
321
- | 0.3073 | 8.7097 | 540 | 0.7348 | 0.6064 | 0.7348 | 0.8572 |
322
- | 0.3073 | 8.7419 | 542 | 0.7123 | 0.6395 | 0.7123 | 0.8439 |
323
- | 0.3073 | 8.7742 | 544 | 0.7336 | 0.5700 | 0.7336 | 0.8565 |
324
- | 0.3073 | 8.8065 | 546 | 0.7569 | 0.5875 | 0.7569 | 0.8700 |
325
- | 0.3073 | 8.8387 | 548 | 0.7863 | 0.5823 | 0.7863 | 0.8867 |
326
- | 0.3073 | 8.8710 | 550 | 0.8080 | 0.5443 | 0.8080 | 0.8989 |
327
- | 0.3073 | 8.9032 | 552 | 0.8117 | 0.5733 | 0.8117 | 0.9009 |
328
- | 0.3073 | 8.9355 | 554 | 0.8060 | 0.5566 | 0.8060 | 0.8978 |
329
- | 0.3073 | 8.9677 | 556 | 0.8024 | 0.5220 | 0.8024 | 0.8958 |
330
- | 0.3073 | 9.0 | 558 | 0.8082 | 0.4998 | 0.8082 | 0.8990 |
331
- | 0.3073 | 9.0323 | 560 | 0.8307 | 0.5353 | 0.8307 | 0.9114 |
332
- | 0.3073 | 9.0645 | 562 | 0.8880 | 0.5135 | 0.8880 | 0.9423 |
333
- | 0.3073 | 9.0968 | 564 | 0.9336 | 0.5216 | 0.9336 | 0.9662 |
334
- | 0.3073 | 9.1290 | 566 | 1.0103 | 0.4295 | 1.0103 | 1.0051 |
335
- | 0.3073 | 9.1613 | 568 | 0.9492 | 0.5113 | 0.9492 | 0.9743 |
336
- | 0.3073 | 9.1935 | 570 | 0.8623 | 0.4851 | 0.8623 | 0.9286 |
337
- | 0.3073 | 9.2258 | 572 | 0.8335 | 0.4575 | 0.8335 | 0.9130 |
338
- | 0.3073 | 9.2581 | 574 | 0.8488 | 0.4539 | 0.8488 | 0.9213 |
339
- | 0.3073 | 9.2903 | 576 | 0.8513 | 0.4640 | 0.8513 | 0.9227 |
340
- | 0.3073 | 9.3226 | 578 | 0.8255 | 0.4734 | 0.8255 | 0.9086 |
341
 
342
 
343
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k12_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k12_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.7578
19
+ - Qwk: 0.5421
20
+ - Mse: 0.7578
21
+ - Rmse: 0.8705
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.0294 | 2 | 4.1384 | 0.0018 | 4.1384 | 2.0343 |
53
+ | No log | 0.0588 | 4 | 2.3997 | 0.0856 | 2.3997 | 1.5491 |
54
+ | No log | 0.0882 | 6 | 1.3894 | 0.0682 | 1.3894 | 1.1787 |
55
+ | No log | 0.1176 | 8 | 1.1529 | 0.1918 | 1.1529 | 1.0737 |
56
+ | No log | 0.1471 | 10 | 1.2190 | 0.1689 | 1.2190 | 1.1041 |
57
+ | No log | 0.1765 | 12 | 1.2260 | 0.1370 | 1.2260 | 1.1073 |
58
+ | No log | 0.2059 | 14 | 1.3362 | 0.0803 | 1.3362 | 1.1559 |
59
+ | No log | 0.2353 | 16 | 1.2822 | 0.1354 | 1.2822 | 1.1324 |
60
+ | No log | 0.2647 | 18 | 1.2154 | 0.0020 | 1.2154 | 1.1024 |
61
+ | No log | 0.2941 | 20 | 1.2240 | 0.0464 | 1.2240 | 1.1063 |
62
+ | No log | 0.3235 | 22 | 1.2592 | 0.0464 | 1.2592 | 1.1221 |
63
+ | No log | 0.3529 | 24 | 1.3336 | 0.0454 | 1.3336 | 1.1548 |
64
+ | No log | 0.3824 | 26 | 1.4115 | 0.1243 | 1.4115 | 1.1881 |
65
+ | No log | 0.4118 | 28 | 1.4089 | 0.1559 | 1.4089 | 1.1870 |
66
+ | No log | 0.4412 | 30 | 1.3836 | 0.2549 | 1.3836 | 1.1763 |
67
+ | No log | 0.4706 | 32 | 1.3199 | 0.2678 | 1.3199 | 1.1489 |
68
+ | No log | 0.5 | 34 | 1.3199 | 0.2739 | 1.3199 | 1.1489 |
69
+ | No log | 0.5294 | 36 | 1.2923 | 0.2949 | 1.2923 | 1.1368 |
70
+ | No log | 0.5588 | 38 | 1.1690 | 0.3696 | 1.1690 | 1.0812 |
71
+ | No log | 0.5882 | 40 | 1.1861 | 0.4079 | 1.1861 | 1.0891 |
72
+ | No log | 0.6176 | 42 | 1.0882 | 0.3997 | 1.0882 | 1.0432 |
73
+ | No log | 0.6471 | 44 | 1.0994 | 0.3964 | 1.0994 | 1.0485 |
74
+ | No log | 0.6765 | 46 | 1.2229 | 0.3392 | 1.2229 | 1.1058 |
75
+ | No log | 0.7059 | 48 | 1.2570 | 0.3613 | 1.2570 | 1.1211 |
76
+ | No log | 0.7353 | 50 | 1.0686 | 0.4555 | 1.0686 | 1.0337 |
77
+ | No log | 0.7647 | 52 | 0.9097 | 0.5275 | 0.9097 | 0.9538 |
78
+ | No log | 0.7941 | 54 | 0.9005 | 0.4783 | 0.9005 | 0.9489 |
79
+ | No log | 0.8235 | 56 | 0.8424 | 0.4774 | 0.8424 | 0.9178 |
80
+ | No log | 0.8529 | 58 | 0.8104 | 0.5169 | 0.8104 | 0.9002 |
81
+ | No log | 0.8824 | 60 | 0.8499 | 0.6234 | 0.8499 | 0.9219 |
82
+ | No log | 0.9118 | 62 | 0.9074 | 0.5298 | 0.9074 | 0.9526 |
83
+ | No log | 0.9412 | 64 | 1.0260 | 0.3726 | 1.0260 | 1.0129 |
84
+ | No log | 0.9706 | 66 | 1.1407 | 0.3527 | 1.1407 | 1.0681 |
85
+ | No log | 1.0 | 68 | 1.0254 | 0.4611 | 1.0254 | 1.0126 |
86
+ | No log | 1.0294 | 70 | 0.7653 | 0.6570 | 0.7653 | 0.8748 |
87
+ | No log | 1.0588 | 72 | 0.7683 | 0.6040 | 0.7683 | 0.8765 |
88
+ | No log | 1.0882 | 74 | 0.8226 | 0.6021 | 0.8226 | 0.9070 |
89
+ | No log | 1.1176 | 76 | 0.9402 | 0.5959 | 0.9402 | 0.9696 |
90
+ | No log | 1.1471 | 78 | 0.9059 | 0.5531 | 0.9059 | 0.9518 |
91
+ | No log | 1.1765 | 80 | 0.9441 | 0.5004 | 0.9441 | 0.9717 |
92
+ | No log | 1.2059 | 82 | 0.7925 | 0.6199 | 0.7925 | 0.8902 |
93
+ | No log | 1.2353 | 84 | 0.8677 | 0.6337 | 0.8677 | 0.9315 |
94
+ | No log | 1.2647 | 86 | 0.8962 | 0.6436 | 0.8962 | 0.9467 |
95
+ | No log | 1.2941 | 88 | 0.7607 | 0.6404 | 0.7607 | 0.8722 |
96
+ | No log | 1.3235 | 90 | 0.8917 | 0.6133 | 0.8917 | 0.9443 |
97
+ | No log | 1.3529 | 92 | 0.8821 | 0.6226 | 0.8821 | 0.9392 |
98
+ | No log | 1.3824 | 94 | 0.7829 | 0.6423 | 0.7829 | 0.8848 |
99
+ | No log | 1.4118 | 96 | 0.7112 | 0.6078 | 0.7112 | 0.8433 |
100
+ | No log | 1.4412 | 98 | 0.7765 | 0.5968 | 0.7765 | 0.8812 |
101
+ | No log | 1.4706 | 100 | 0.8027 | 0.5865 | 0.8027 | 0.8959 |
102
+ | No log | 1.5 | 102 | 0.7508 | 0.5509 | 0.7508 | 0.8665 |
103
+ | No log | 1.5294 | 104 | 0.7493 | 0.5534 | 0.7493 | 0.8656 |
104
+ | No log | 1.5588 | 106 | 0.7575 | 0.6274 | 0.7575 | 0.8703 |
105
+ | No log | 1.5882 | 108 | 0.7496 | 0.6178 | 0.7496 | 0.8658 |
106
+ | No log | 1.6176 | 110 | 0.7160 | 0.6685 | 0.7160 | 0.8462 |
107
+ | No log | 1.6471 | 112 | 0.7755 | 0.6208 | 0.7755 | 0.8806 |
108
+ | No log | 1.6765 | 114 | 0.8284 | 0.6124 | 0.8284 | 0.9102 |
109
+ | No log | 1.7059 | 116 | 0.7063 | 0.6916 | 0.7063 | 0.8404 |
110
+ | No log | 1.7353 | 118 | 0.7790 | 0.6337 | 0.7790 | 0.8826 |
111
+ | No log | 1.7647 | 120 | 0.7415 | 0.6731 | 0.7415 | 0.8611 |
112
+ | No log | 1.7941 | 122 | 0.6971 | 0.6773 | 0.6971 | 0.8349 |
113
+ | No log | 1.8235 | 124 | 0.6935 | 0.6967 | 0.6935 | 0.8328 |
114
+ | No log | 1.8529 | 126 | 0.7286 | 0.5526 | 0.7286 | 0.8536 |
115
+ | No log | 1.8824 | 128 | 0.9293 | 0.5019 | 0.9293 | 0.9640 |
116
+ | No log | 1.9118 | 130 | 0.8581 | 0.4861 | 0.8581 | 0.9263 |
117
+ | No log | 1.9412 | 132 | 0.7381 | 0.5648 | 0.7381 | 0.8591 |
118
+ | No log | 1.9706 | 134 | 0.9820 | 0.5280 | 0.9820 | 0.9910 |
119
+ | No log | 2.0 | 136 | 1.3094 | 0.4632 | 1.3094 | 1.1443 |
120
+ | No log | 2.0294 | 138 | 1.2250 | 0.4632 | 1.2250 | 1.1068 |
121
+ | No log | 2.0588 | 140 | 0.8508 | 0.5637 | 0.8508 | 0.9224 |
122
+ | No log | 2.0882 | 142 | 0.7029 | 0.6198 | 0.7029 | 0.8384 |
123
+ | No log | 2.1176 | 144 | 0.9039 | 0.4556 | 0.9039 | 0.9507 |
124
+ | No log | 2.1471 | 146 | 0.9322 | 0.4556 | 0.9322 | 0.9655 |
125
+ | No log | 2.1765 | 148 | 0.7828 | 0.4641 | 0.7828 | 0.8848 |
126
+ | No log | 2.2059 | 150 | 0.7496 | 0.5161 | 0.7496 | 0.8658 |
127
+ | No log | 2.2353 | 152 | 0.8476 | 0.5374 | 0.8476 | 0.9207 |
128
+ | No log | 2.2647 | 154 | 0.8374 | 0.5313 | 0.8374 | 0.9151 |
129
+ | No log | 2.2941 | 156 | 0.7543 | 0.5346 | 0.7543 | 0.8685 |
130
+ | No log | 2.3235 | 158 | 0.7161 | 0.5381 | 0.7161 | 0.8462 |
131
+ | No log | 2.3529 | 160 | 0.7065 | 0.5517 | 0.7065 | 0.8405 |
132
+ | No log | 2.3824 | 162 | 0.6840 | 0.6840 | 0.6840 | 0.8270 |
133
+ | No log | 2.4118 | 164 | 0.7150 | 0.6379 | 0.7150 | 0.8456 |
134
+ | No log | 2.4412 | 166 | 0.8283 | 0.6197 | 0.8283 | 0.9101 |
135
+ | No log | 2.4706 | 168 | 0.8624 | 0.6049 | 0.8624 | 0.9287 |
136
+ | No log | 2.5 | 170 | 0.8243 | 0.5920 | 0.8243 | 0.9079 |
137
+ | No log | 2.5294 | 172 | 0.8017 | 0.5704 | 0.8017 | 0.8954 |
138
+ | No log | 2.5588 | 174 | 0.7874 | 0.6025 | 0.7874 | 0.8873 |
139
+ | No log | 2.5882 | 176 | 0.7926 | 0.6025 | 0.7926 | 0.8903 |
140
+ | No log | 2.6176 | 178 | 0.8319 | 0.5624 | 0.8319 | 0.9121 |
141
+ | No log | 2.6471 | 180 | 0.8584 | 0.5926 | 0.8584 | 0.9265 |
142
+ | No log | 2.6765 | 182 | 0.7907 | 0.5996 | 0.7907 | 0.8892 |
143
+ | No log | 2.7059 | 184 | 0.7781 | 0.6442 | 0.7781 | 0.8821 |
144
+ | No log | 2.7353 | 186 | 0.7667 | 0.6642 | 0.7667 | 0.8756 |
145
+ | No log | 2.7647 | 188 | 0.7596 | 0.5939 | 0.7596 | 0.8716 |
146
+ | No log | 2.7941 | 190 | 0.7816 | 0.5144 | 0.7816 | 0.8841 |
147
+ | No log | 2.8235 | 192 | 0.7913 | 0.5025 | 0.7913 | 0.8895 |
148
+ | No log | 2.8529 | 194 | 0.8012 | 0.5076 | 0.8012 | 0.8951 |
149
+ | No log | 2.8824 | 196 | 0.8025 | 0.4617 | 0.8025 | 0.8958 |
150
+ | No log | 2.9118 | 198 | 0.8435 | 0.4009 | 0.8435 | 0.9184 |
151
+ | No log | 2.9412 | 200 | 0.8703 | 0.5353 | 0.8703 | 0.9329 |
152
+ | No log | 2.9706 | 202 | 0.9488 | 0.4902 | 0.9488 | 0.9741 |
153
+ | No log | 3.0 | 204 | 0.9161 | 0.4918 | 0.9161 | 0.9571 |
154
+ | No log | 3.0294 | 206 | 0.8179 | 0.4293 | 0.8179 | 0.9044 |
155
+ | No log | 3.0588 | 208 | 0.8414 | 0.5087 | 0.8414 | 0.9173 |
156
+ | No log | 3.0882 | 210 | 0.8394 | 0.4771 | 0.8394 | 0.9162 |
157
+ | No log | 3.1176 | 212 | 0.8246 | 0.4731 | 0.8246 | 0.9081 |
158
+ | No log | 3.1471 | 214 | 0.9414 | 0.5431 | 0.9414 | 0.9702 |
159
+ | No log | 3.1765 | 216 | 1.1759 | 0.4396 | 1.1759 | 1.0844 |
160
+ | No log | 3.2059 | 218 | 1.1724 | 0.4216 | 1.1724 | 1.0828 |
161
+ | No log | 3.2353 | 220 | 0.9607 | 0.5216 | 0.9607 | 0.9801 |
162
+ | No log | 3.2647 | 222 | 0.7945 | 0.5131 | 0.7945 | 0.8914 |
163
+ | No log | 3.2941 | 224 | 0.7655 | 0.5779 | 0.7655 | 0.8749 |
164
+ | No log | 3.3235 | 226 | 0.7699 | 0.5607 | 0.7699 | 0.8775 |
165
+ | No log | 3.3529 | 228 | 0.7470 | 0.6095 | 0.7470 | 0.8643 |
166
+ | No log | 3.3824 | 230 | 0.7191 | 0.5993 | 0.7191 | 0.8480 |
167
+ | No log | 3.4118 | 232 | 0.7172 | 0.6377 | 0.7172 | 0.8469 |
168
+ | No log | 3.4412 | 234 | 0.7927 | 0.5245 | 0.7927 | 0.8904 |
169
+ | No log | 3.4706 | 236 | 0.8940 | 0.5250 | 0.8940 | 0.9455 |
170
+ | No log | 3.5 | 238 | 0.8749 | 0.5102 | 0.8749 | 0.9353 |
171
+ | No log | 3.5294 | 240 | 0.7883 | 0.5062 | 0.7883 | 0.8879 |
172
+ | No log | 3.5588 | 242 | 0.7537 | 0.5479 | 0.7537 | 0.8682 |
173
+ | No log | 3.5882 | 244 | 0.7568 | 0.5552 | 0.7568 | 0.8699 |
174
+ | No log | 3.6176 | 246 | 0.7429 | 0.5766 | 0.7429 | 0.8619 |
175
+ | No log | 3.6471 | 248 | 0.7416 | 0.5261 | 0.7416 | 0.8611 |
176
+ | No log | 3.6765 | 250 | 0.7494 | 0.5607 | 0.7494 | 0.8657 |
177
+ | No log | 3.7059 | 252 | 0.7692 | 0.5951 | 0.7692 | 0.8770 |
178
+ | No log | 3.7353 | 254 | 0.8445 | 0.5680 | 0.8445 | 0.9189 |
179
+ | No log | 3.7647 | 256 | 0.9703 | 0.5233 | 0.9703 | 0.9850 |
180
+ | No log | 3.7941 | 258 | 1.0517 | 0.4974 | 1.0517 | 1.0255 |
181
+ | No log | 3.8235 | 260 | 0.9896 | 0.4601 | 0.9896 | 0.9948 |
182
+ | No log | 3.8529 | 262 | 0.8726 | 0.4553 | 0.8726 | 0.9341 |
183
+ | No log | 3.8824 | 264 | 0.7850 | 0.4548 | 0.7850 | 0.8860 |
184
+ | No log | 3.9118 | 266 | 0.7490 | 0.5253 | 0.7490 | 0.8655 |
185
+ | No log | 3.9412 | 268 | 0.7237 | 0.6011 | 0.7237 | 0.8507 |
186
+ | No log | 3.9706 | 270 | 0.7281 | 0.6088 | 0.7281 | 0.8533 |
187
+ | No log | 4.0 | 272 | 0.7986 | 0.5578 | 0.7986 | 0.8936 |
188
+ | No log | 4.0294 | 274 | 0.8355 | 0.5160 | 0.8355 | 0.9141 |
189
+ | No log | 4.0588 | 276 | 0.8774 | 0.5379 | 0.8774 | 0.9367 |
190
+ | No log | 4.0882 | 278 | 0.8587 | 0.5306 | 0.8587 | 0.9267 |
191
+ | No log | 4.1176 | 280 | 0.8336 | 0.4666 | 0.8336 | 0.9130 |
192
+ | No log | 4.1471 | 282 | 0.8664 | 0.4526 | 0.8664 | 0.9308 |
193
+ | No log | 4.1765 | 284 | 0.9009 | 0.4792 | 0.9009 | 0.9492 |
194
+ | No log | 4.2059 | 286 | 0.8414 | 0.5147 | 0.8414 | 0.9173 |
195
+ | No log | 4.2353 | 288 | 0.7513 | 0.5606 | 0.7513 | 0.8668 |
196
+ | No log | 4.2647 | 290 | 0.7458 | 0.5534 | 0.7458 | 0.8636 |
197
+ | No log | 4.2941 | 292 | 0.7426 | 0.5357 | 0.7426 | 0.8617 |
198
+ | No log | 4.3235 | 294 | 0.7283 | 0.5948 | 0.7283 | 0.8534 |
199
+ | No log | 4.3529 | 296 | 0.7276 | 0.6825 | 0.7276 | 0.8530 |
200
+ | No log | 4.3824 | 298 | 0.7487 | 0.6714 | 0.7487 | 0.8653 |
201
+ | No log | 4.4118 | 300 | 0.7676 | 0.6252 | 0.7676 | 0.8761 |
202
+ | No log | 4.4412 | 302 | 0.7674 | 0.6714 | 0.7674 | 0.8760 |
203
+ | No log | 4.4706 | 304 | 0.8278 | 0.5975 | 0.8278 | 0.9098 |
204
+ | No log | 4.5 | 306 | 0.9201 | 0.5532 | 0.9201 | 0.9592 |
205
+ | No log | 4.5294 | 308 | 0.9335 | 0.5340 | 0.9335 | 0.9662 |
206
+ | No log | 4.5588 | 310 | 0.9651 | 0.4874 | 0.9651 | 0.9824 |
207
+ | No log | 4.5882 | 312 | 0.9057 | 0.4940 | 0.9057 | 0.9517 |
208
+ | No log | 4.6176 | 314 | 0.8995 | 0.5130 | 0.8995 | 0.9484 |
209
+ | No log | 4.6471 | 316 | 0.8878 | 0.5130 | 0.8878 | 0.9422 |
210
+ | No log | 4.6765 | 318 | 0.8504 | 0.5130 | 0.8504 | 0.9221 |
211
+ | No log | 4.7059 | 320 | 0.8033 | 0.5311 | 0.8033 | 0.8963 |
212
+ | No log | 4.7353 | 322 | 0.7590 | 0.5498 | 0.7590 | 0.8712 |
213
+ | No log | 4.7647 | 324 | 0.7628 | 0.5311 | 0.7628 | 0.8734 |
214
+ | No log | 4.7941 | 326 | 0.7766 | 0.5311 | 0.7766 | 0.8813 |
215
+ | No log | 4.8235 | 328 | 0.7545 | 0.5259 | 0.7545 | 0.8686 |
216
+ | No log | 4.8529 | 330 | 0.7496 | 0.6285 | 0.7496 | 0.8658 |
217
+ | No log | 4.8824 | 332 | 0.7501 | 0.6227 | 0.7501 | 0.8661 |
218
+ | No log | 4.9118 | 334 | 0.7600 | 0.5898 | 0.7600 | 0.8718 |
219
+ | No log | 4.9412 | 336 | 0.7991 | 0.4785 | 0.7991 | 0.8939 |
220
+ | No log | 4.9706 | 338 | 0.7889 | 0.5303 | 0.7889 | 0.8882 |
221
+ | No log | 5.0 | 340 | 0.7765 | 0.5785 | 0.7765 | 0.8812 |
222
+ | No log | 5.0294 | 342 | 0.8713 | 0.5166 | 0.8713 | 0.9334 |
223
+ | No log | 5.0588 | 344 | 0.9373 | 0.5184 | 0.9373 | 0.9681 |
224
+ | No log | 5.0882 | 346 | 0.8773 | 0.5322 | 0.8773 | 0.9366 |
225
+ | No log | 5.1176 | 348 | 0.8545 | 0.5183 | 0.8545 | 0.9244 |
226
+ | No log | 5.1471 | 350 | 0.8033 | 0.4425 | 0.8033 | 0.8963 |
227
+ | No log | 5.1765 | 352 | 0.7692 | 0.5759 | 0.7692 | 0.8771 |
228
+ | No log | 5.2059 | 354 | 0.7920 | 0.4923 | 0.7920 | 0.8899 |
229
+ | No log | 5.2353 | 356 | 0.8021 | 0.4681 | 0.8021 | 0.8956 |
230
+ | No log | 5.2647 | 358 | 0.8887 | 0.4833 | 0.8887 | 0.9427 |
231
+ | No log | 5.2941 | 360 | 1.0827 | 0.4414 | 1.0827 | 1.0405 |
232
+ | No log | 5.3235 | 362 | 1.1036 | 0.4580 | 1.1036 | 1.0505 |
233
+ | No log | 5.3529 | 364 | 0.9578 | 0.5056 | 0.9578 | 0.9787 |
234
+ | No log | 5.3824 | 366 | 0.8396 | 0.5014 | 0.8396 | 0.9163 |
235
+ | No log | 5.4118 | 368 | 0.8097 | 0.4993 | 0.8097 | 0.8999 |
236
+ | No log | 5.4412 | 370 | 0.7765 | 0.5053 | 0.7765 | 0.8812 |
237
+ | No log | 5.4706 | 372 | 0.7650 | 0.5006 | 0.7650 | 0.8746 |
238
+ | No log | 5.5 | 374 | 0.7595 | 0.4825 | 0.7595 | 0.8715 |
239
+ | No log | 5.5294 | 376 | 0.7468 | 0.5455 | 0.7468 | 0.8641 |
240
+ | No log | 5.5588 | 378 | 0.7692 | 0.4832 | 0.7692 | 0.8771 |
241
+ | No log | 5.5882 | 380 | 0.8251 | 0.5324 | 0.8251 | 0.9083 |
242
+ | No log | 5.6176 | 382 | 0.9196 | 0.5553 | 0.9196 | 0.9590 |
243
+ | No log | 5.6471 | 384 | 0.9638 | 0.5340 | 0.9638 | 0.9817 |
244
+ | No log | 5.6765 | 386 | 0.9138 | 0.5576 | 0.9138 | 0.9559 |
245
+ | No log | 5.7059 | 388 | 0.8986 | 0.4845 | 0.8986 | 0.9480 |
246
+ | No log | 5.7353 | 390 | 0.8685 | 0.5090 | 0.8685 | 0.9319 |
247
+ | No log | 5.7647 | 392 | 0.8575 | 0.4681 | 0.8575 | 0.9260 |
248
+ | No log | 5.7941 | 394 | 0.8577 | 0.5283 | 0.8577 | 0.9261 |
249
+ | No log | 5.8235 | 396 | 0.8405 | 0.5905 | 0.8405 | 0.9168 |
250
+ | No log | 5.8529 | 398 | 0.9273 | 0.5661 | 0.9273 | 0.9630 |
251
+ | No log | 5.8824 | 400 | 1.0609 | 0.5168 | 1.0609 | 1.0300 |
252
+ | No log | 5.9118 | 402 | 1.0464 | 0.5184 | 1.0464 | 1.0230 |
253
+ | No log | 5.9412 | 404 | 0.9292 | 0.5576 | 0.9292 | 0.9639 |
254
+ | No log | 5.9706 | 406 | 0.8338 | 0.4920 | 0.8338 | 0.9131 |
255
+ | No log | 6.0 | 408 | 0.7977 | 0.4980 | 0.7977 | 0.8931 |
256
+ | No log | 6.0294 | 410 | 0.7840 | 0.5165 | 0.7840 | 0.8855 |
257
+ | No log | 6.0588 | 412 | 0.8630 | 0.5823 | 0.8630 | 0.9290 |
258
+ | No log | 6.0882 | 414 | 0.9318 | 0.5490 | 0.9318 | 0.9653 |
259
+ | No log | 6.1176 | 416 | 0.9024 | 0.5490 | 0.9024 | 0.9500 |
260
+ | No log | 6.1471 | 418 | 0.8778 | 0.5712 | 0.8778 | 0.9369 |
261
+ | No log | 6.1765 | 420 | 0.7903 | 0.5451 | 0.7903 | 0.8890 |
262
+ | No log | 6.2059 | 422 | 0.7572 | 0.4834 | 0.7572 | 0.8702 |
263
+ | No log | 6.2353 | 424 | 0.7576 | 0.5327 | 0.7576 | 0.8704 |
264
+ | No log | 6.2647 | 426 | 0.7524 | 0.4979 | 0.7524 | 0.8674 |
265
+ | No log | 6.2941 | 428 | 0.7680 | 0.4540 | 0.7680 | 0.8763 |
266
+ | No log | 6.3235 | 430 | 0.8084 | 0.5250 | 0.8084 | 0.8991 |
267
+ | No log | 6.3529 | 432 | 0.8302 | 0.4979 | 0.8302 | 0.9112 |
268
+ | No log | 6.3824 | 434 | 0.8690 | 0.4711 | 0.8690 | 0.9322 |
269
+ | No log | 6.4118 | 436 | 0.8735 | 0.4102 | 0.8735 | 0.9346 |
270
+ | No log | 6.4412 | 438 | 0.8691 | 0.3744 | 0.8691 | 0.9322 |
271
+ | No log | 6.4706 | 440 | 0.8532 | 0.3652 | 0.8532 | 0.9237 |
272
+ | No log | 6.5 | 442 | 0.8470 | 0.4180 | 0.8470 | 0.9203 |
273
+ | No log | 6.5294 | 444 | 0.8362 | 0.4418 | 0.8362 | 0.9144 |
274
+ | No log | 6.5588 | 446 | 0.8222 | 0.5125 | 0.8222 | 0.9068 |
275
+ | No log | 6.5882 | 448 | 0.8050 | 0.5552 | 0.8050 | 0.8972 |
276
+ | No log | 6.6176 | 450 | 0.8155 | 0.5781 | 0.8155 | 0.9031 |
277
+ | No log | 6.6471 | 452 | 0.8347 | 0.5428 | 0.8347 | 0.9136 |
278
+ | No log | 6.6765 | 454 | 0.8646 | 0.5311 | 0.8646 | 0.9298 |
279
+ | No log | 6.7059 | 456 | 0.9331 | 0.5044 | 0.9331 | 0.9660 |
280
+ | No log | 6.7353 | 458 | 0.9685 | 0.4792 | 0.9685 | 0.9841 |
281
+ | No log | 6.7647 | 460 | 0.9624 | 0.4792 | 0.9624 | 0.9810 |
282
+ | No log | 6.7941 | 462 | 0.9049 | 0.5044 | 0.9049 | 0.9513 |
283
+ | No log | 6.8235 | 464 | 0.8405 | 0.4373 | 0.8405 | 0.9168 |
284
+ | No log | 6.8529 | 466 | 0.8346 | 0.4820 | 0.8346 | 0.9136 |
285
+ | No log | 6.8824 | 468 | 0.8651 | 0.5201 | 0.8651 | 0.9301 |
286
+ | No log | 6.9118 | 470 | 0.8950 | 0.4858 | 0.8950 | 0.9460 |
287
+ | No log | 6.9412 | 472 | 0.9095 | 0.4938 | 0.9095 | 0.9537 |
288
+ | No log | 6.9706 | 474 | 0.8733 | 0.5060 | 0.8733 | 0.9345 |
289
+ | No log | 7.0 | 476 | 0.8036 | 0.5094 | 0.8036 | 0.8965 |
290
+ | No log | 7.0294 | 478 | 0.7719 | 0.5061 | 0.7719 | 0.8786 |
291
+ | No log | 7.0588 | 480 | 0.7584 | 0.5061 | 0.7584 | 0.8708 |
292
+ | No log | 7.0882 | 482 | 0.7464 | 0.5732 | 0.7464 | 0.8640 |
293
+ | No log | 7.1176 | 484 | 0.7543 | 0.5569 | 0.7543 | 0.8685 |
294
+ | No log | 7.1471 | 486 | 0.7819 | 0.5517 | 0.7819 | 0.8842 |
295
+ | No log | 7.1765 | 488 | 0.7725 | 0.5517 | 0.7725 | 0.8789 |
296
+ | No log | 7.2059 | 490 | 0.7659 | 0.5649 | 0.7659 | 0.8752 |
297
+ | No log | 7.2353 | 492 | 0.7595 | 0.4860 | 0.7595 | 0.8715 |
298
+ | No log | 7.2647 | 494 | 0.7529 | 0.5169 | 0.7529 | 0.8677 |
299
+ | No log | 7.2941 | 496 | 0.7528 | 0.5085 | 0.7528 | 0.8676 |
300
+ | No log | 7.3235 | 498 | 0.7364 | 0.5387 | 0.7364 | 0.8581 |
301
+ | 0.3214 | 7.3529 | 500 | 0.7306 | 0.6437 | 0.7306 | 0.8547 |
302
+ | 0.3214 | 7.3824 | 502 | 0.7388 | 0.6218 | 0.7388 | 0.8595 |
303
+ | 0.3214 | 7.4118 | 504 | 0.7831 | 0.5892 | 0.7831 | 0.8849 |
304
+ | 0.3214 | 7.4412 | 506 | 0.8143 | 0.5272 | 0.8143 | 0.9024 |
305
+ | 0.3214 | 7.4706 | 508 | 0.8048 | 0.5107 | 0.8048 | 0.8971 |
306
+ | 0.3214 | 7.5 | 510 | 0.7578 | 0.5421 | 0.7578 | 0.8705 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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308
 
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  ### Framework versions