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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k18_task1_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_k17_task1_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_k17_task1_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: 1.0089
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- - Qwk: 0.6571
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- - Mse: 1.0089
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- - Rmse: 1.0045
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  ## Model description
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@@ -47,433 +47,355 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0157 | 2 | 6.7476 | 0.0176 | 6.7476 | 2.5976 |
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- | No log | 0.0315 | 4 | 4.4495 | 0.0658 | 4.4495 | 2.1094 |
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- | No log | 0.0472 | 6 | 2.7180 | 0.0387 | 2.7180 | 1.6486 |
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- | No log | 0.0630 | 8 | 2.9479 | 0.0127 | 2.9479 | 1.7169 |
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- | No log | 0.0787 | 10 | 2.5987 | 0.0559 | 2.5987 | 1.6121 |
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- | No log | 0.0945 | 12 | 1.9367 | 0.1905 | 1.9367 | 1.3917 |
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- | No log | 0.1102 | 14 | 2.2068 | 0.0348 | 2.2068 | 1.4855 |
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- | No log | 0.1260 | 16 | 2.2904 | -0.0667 | 2.2904 | 1.5134 |
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- | No log | 0.1417 | 18 | 2.1190 | 0.1143 | 2.1190 | 1.4557 |
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- | No log | 0.1575 | 20 | 1.8157 | 0.0784 | 1.8157 | 1.3475 |
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- | No log | 0.1732 | 22 | 1.6213 | 0.0396 | 1.6213 | 1.2733 |
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- | No log | 0.1890 | 24 | 1.6959 | 0.2545 | 1.6959 | 1.3023 |
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- | No log | 0.2047 | 26 | 1.9748 | 0.2362 | 1.9748 | 1.4053 |
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- | No log | 0.2205 | 28 | 1.9621 | 0.2742 | 1.9621 | 1.4007 |
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- | No log | 0.2362 | 30 | 1.8979 | 0.3248 | 1.8979 | 1.3777 |
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- | No log | 0.2520 | 32 | 1.7462 | 0.2545 | 1.7462 | 1.3214 |
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- | No log | 0.2677 | 34 | 1.6603 | 0.1887 | 1.6603 | 1.2885 |
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- | No log | 0.2835 | 36 | 1.6129 | 0.1887 | 1.6129 | 1.2700 |
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- | No log | 0.2992 | 38 | 1.5563 | 0.1714 | 1.5563 | 1.2475 |
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- | No log | 0.3150 | 40 | 1.5138 | 0.2075 | 1.5138 | 1.2304 |
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- | No log | 0.3307 | 42 | 1.4520 | 0.3243 | 1.4520 | 1.2050 |
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- | No log | 0.3465 | 44 | 1.4571 | 0.3860 | 1.4571 | 1.2071 |
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- | No log | 0.3622 | 46 | 1.4867 | 0.3333 | 1.4867 | 1.2193 |
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- | No log | 0.3780 | 48 | 1.5321 | 0.2857 | 1.5321 | 1.2378 |
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- | No log | 0.3937 | 50 | 1.3716 | 0.4034 | 1.3716 | 1.1711 |
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- | No log | 0.4094 | 52 | 1.1846 | 0.4746 | 1.1846 | 1.0884 |
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- | No log | 0.4252 | 54 | 1.1609 | 0.5323 | 1.1609 | 1.0774 |
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- | No log | 0.4409 | 56 | 1.1297 | 0.6119 | 1.1297 | 1.0629 |
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- | No log | 0.4567 | 58 | 1.1275 | 0.6901 | 1.1275 | 1.0618 |
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- | No log | 0.4724 | 60 | 1.1072 | 0.6338 | 1.1072 | 1.0523 |
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- | No log | 0.4882 | 62 | 1.0840 | 0.6197 | 1.0840 | 1.0412 |
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- | No log | 0.5039 | 64 | 1.2192 | 0.5271 | 1.2192 | 1.1042 |
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- | No log | 0.5197 | 66 | 1.3331 | 0.4769 | 1.3331 | 1.1546 |
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- | No log | 0.5354 | 68 | 1.3377 | 0.4733 | 1.3377 | 1.1566 |
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- | No log | 0.5512 | 70 | 1.2113 | 0.4882 | 1.2113 | 1.1006 |
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- | No log | 0.5669 | 72 | 1.3774 | 0.4265 | 1.3774 | 1.1736 |
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- | No log | 0.5827 | 74 | 1.5961 | 0.3916 | 1.5961 | 1.2634 |
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- | No log | 0.5984 | 76 | 1.4734 | 0.4930 | 1.4734 | 1.2138 |
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- | No log | 0.6142 | 78 | 1.1691 | 0.5401 | 1.1691 | 1.0812 |
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- | No log | 0.6299 | 80 | 1.0496 | 0.6324 | 1.0496 | 1.0245 |
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- | No log | 0.6457 | 82 | 1.1141 | 0.5899 | 1.1141 | 1.0555 |
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- | No log | 0.6614 | 84 | 1.0994 | 0.5985 | 1.0994 | 1.0485 |
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- | No log | 0.6772 | 86 | 1.0054 | 0.6316 | 1.0054 | 1.0027 |
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- | No log | 0.6929 | 88 | 0.9936 | 0.6176 | 0.9936 | 0.9968 |
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- | No log | 0.7087 | 90 | 1.1270 | 0.6364 | 1.1270 | 1.0616 |
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- | No log | 0.7244 | 92 | 1.0485 | 0.6914 | 1.0485 | 1.0240 |
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- | No log | 0.7402 | 94 | 0.8755 | 0.6923 | 0.8755 | 0.9357 |
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- | No log | 0.7559 | 96 | 0.7653 | 0.7261 | 0.7653 | 0.8748 |
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- | No log | 0.7717 | 98 | 0.8000 | 0.7342 | 0.8000 | 0.8944 |
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- | No log | 0.7874 | 100 | 0.8165 | 0.7179 | 0.8165 | 0.9036 |
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- | No log | 0.8031 | 102 | 0.7815 | 0.7421 | 0.7815 | 0.8840 |
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- | No log | 0.8189 | 104 | 0.7200 | 0.7417 | 0.7200 | 0.8485 |
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- | No log | 0.8346 | 106 | 0.7663 | 0.6906 | 0.7663 | 0.8754 |
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- | No log | 0.8504 | 108 | 0.9254 | 0.6842 | 0.9254 | 0.9620 |
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- | No log | 0.8661 | 110 | 1.2684 | 0.5316 | 1.2684 | 1.1262 |
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- | No log | 0.8819 | 112 | 1.6158 | 0.4762 | 1.6158 | 1.2711 |
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- | No log | 0.8976 | 114 | 1.5963 | 0.4403 | 1.5963 | 1.2634 |
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- | No log | 0.9134 | 116 | 1.4229 | 0.5 | 1.4229 | 1.1929 |
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- | No log | 0.9291 | 118 | 1.2917 | 0.5034 | 1.2917 | 1.1365 |
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- | No log | 0.9449 | 120 | 1.1018 | 0.5324 | 1.1018 | 1.0497 |
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- | No log | 0.9606 | 122 | 0.9453 | 0.6176 | 0.9453 | 0.9723 |
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- | No log | 0.9764 | 124 | 0.8859 | 0.6567 | 0.8859 | 0.9412 |
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- | No log | 0.9921 | 126 | 0.8724 | 0.6466 | 0.8724 | 0.9340 |
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- | No log | 1.0079 | 128 | 0.8715 | 0.6519 | 0.8715 | 0.9336 |
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- | No log | 1.0236 | 130 | 0.9026 | 0.6528 | 0.9026 | 0.9500 |
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- | No log | 1.0394 | 132 | 0.9271 | 0.6528 | 0.9271 | 0.9629 |
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- | No log | 1.0551 | 134 | 0.9018 | 0.6434 | 0.9018 | 0.9496 |
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- | No log | 1.0709 | 136 | 0.9301 | 0.6197 | 0.9301 | 0.9644 |
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- | No log | 1.0866 | 138 | 0.9192 | 0.6471 | 0.9192 | 0.9587 |
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- | No log | 1.1024 | 140 | 0.9778 | 0.6331 | 0.9778 | 0.9888 |
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- | No log | 1.1181 | 142 | 1.0956 | 0.6119 | 1.0956 | 1.0467 |
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- | No log | 1.1339 | 144 | 1.3024 | 0.528 | 1.3024 | 1.1412 |
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- | No log | 1.1496 | 146 | 1.3144 | 0.528 | 1.3144 | 1.1465 |
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- | No log | 1.1654 | 148 | 1.2343 | 0.5 | 1.2343 | 1.1110 |
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- | No log | 1.1811 | 150 | 1.1576 | 0.6040 | 1.1576 | 1.0759 |
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- | No log | 1.1969 | 152 | 1.0919 | 0.6184 | 1.0919 | 1.0450 |
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- | No log | 1.2126 | 154 | 1.0689 | 0.6184 | 1.0689 | 1.0339 |
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- | No log | 1.2283 | 156 | 0.9273 | 0.6197 | 0.9273 | 0.9629 |
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- | No log | 1.2441 | 158 | 0.8164 | 0.6809 | 0.8164 | 0.9035 |
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- | No log | 1.2598 | 160 | 0.7740 | 0.6809 | 0.7740 | 0.8797 |
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- | No log | 1.2756 | 162 | 0.8418 | 0.7075 | 0.8418 | 0.9175 |
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- | No log | 1.2913 | 164 | 0.9663 | 0.6951 | 0.9663 | 0.9830 |
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- | No log | 1.3071 | 166 | 0.9565 | 0.7176 | 0.9565 | 0.9780 |
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- | No log | 1.3228 | 168 | 0.8254 | 0.7134 | 0.8254 | 0.9085 |
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- | No log | 1.3386 | 170 | 0.6899 | 0.7152 | 0.6899 | 0.8306 |
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- | No log | 1.3543 | 172 | 0.6544 | 0.7211 | 0.6544 | 0.8090 |
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- | No log | 1.3701 | 174 | 0.6830 | 0.7660 | 0.6830 | 0.8264 |
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- | No log | 1.3858 | 176 | 0.6938 | 0.7448 | 0.6938 | 0.8330 |
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- | No log | 1.4016 | 178 | 0.7371 | 0.6714 | 0.7371 | 0.8585 |
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- | No log | 1.4173 | 180 | 0.7904 | 0.6849 | 0.7904 | 0.8890 |
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- | No log | 1.4331 | 182 | 0.8071 | 0.6939 | 0.8071 | 0.8984 |
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- | No log | 1.4488 | 184 | 0.8456 | 0.7123 | 0.8456 | 0.9195 |
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- | No log | 1.4646 | 186 | 0.8665 | 0.6389 | 0.8665 | 0.9308 |
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- | No log | 1.4803 | 188 | 0.9047 | 0.6531 | 0.9047 | 0.9512 |
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- | No log | 1.4961 | 190 | 0.9187 | 0.5735 | 0.9187 | 0.9585 |
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- | No log | 1.5118 | 192 | 0.9051 | 0.6061 | 0.9051 | 0.9514 |
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- | No log | 1.5276 | 194 | 0.9118 | 0.5984 | 0.9118 | 0.9549 |
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- | No log | 1.5433 | 196 | 0.9212 | 0.5984 | 0.9212 | 0.9598 |
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- | No log | 1.5591 | 198 | 0.9872 | 0.5938 | 0.9872 | 0.9936 |
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- | No log | 1.5748 | 200 | 1.1182 | 0.625 | 1.1182 | 1.0575 |
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- | No log | 1.5906 | 202 | 1.1503 | 0.625 | 1.1503 | 1.0725 |
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- | No log | 1.6063 | 204 | 1.1350 | 0.625 | 1.1350 | 1.0653 |
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- | No log | 1.6220 | 206 | 1.1304 | 0.625 | 1.1304 | 1.0632 |
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- | No log | 1.6378 | 208 | 1.0784 | 0.6061 | 1.0784 | 1.0385 |
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- | No log | 1.6535 | 210 | 1.0458 | 0.6047 | 1.0458 | 1.0226 |
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- | No log | 1.6693 | 212 | 1.0319 | 0.6107 | 1.0319 | 1.0158 |
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- | No log | 1.6850 | 214 | 0.9397 | 0.6015 | 0.9397 | 0.9694 |
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- | No log | 1.7008 | 216 | 0.8868 | 0.6438 | 0.8868 | 0.9417 |
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- | No log | 1.7165 | 218 | 0.8409 | 0.6531 | 0.8409 | 0.9170 |
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- | No log | 1.7323 | 220 | 0.7305 | 0.7123 | 0.7305 | 0.8547 |
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- | No log | 1.7480 | 222 | 0.6681 | 0.7190 | 0.6681 | 0.8174 |
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- | No log | 1.7638 | 224 | 0.6855 | 0.7105 | 0.6855 | 0.8280 |
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- | No log | 1.7795 | 226 | 0.6904 | 0.7248 | 0.6904 | 0.8309 |
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- | No log | 1.7953 | 228 | 0.6419 | 0.7324 | 0.6419 | 0.8012 |
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- | No log | 1.8110 | 230 | 0.6621 | 0.7517 | 0.6621 | 0.8137 |
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- | No log | 1.8268 | 232 | 0.7824 | 0.6933 | 0.7824 | 0.8846 |
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- | No log | 1.8425 | 234 | 0.9561 | 0.6335 | 0.9561 | 0.9778 |
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- | No log | 1.8583 | 236 | 0.8530 | 0.6757 | 0.8530 | 0.9236 |
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- | No log | 1.8740 | 238 | 0.8325 | 0.6897 | 0.8325 | 0.9124 |
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- | No log | 1.8898 | 240 | 0.8645 | 0.6757 | 0.8645 | 0.9298 |
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- | No log | 1.9055 | 242 | 0.8235 | 0.6933 | 0.8235 | 0.9075 |
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- | No log | 1.9213 | 244 | 0.7505 | 0.72 | 0.7505 | 0.8663 |
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- | No log | 1.9370 | 246 | 0.6972 | 0.7467 | 0.6972 | 0.8350 |
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- | No log | 1.9528 | 248 | 0.7108 | 0.6980 | 0.7108 | 0.8431 |
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- | No log | 1.9685 | 250 | 0.7176 | 0.7152 | 0.7176 | 0.8471 |
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- | No log | 1.9843 | 252 | 0.7676 | 0.6933 | 0.7676 | 0.8761 |
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- | No log | 2.0 | 254 | 0.8590 | 0.7044 | 0.8590 | 0.9268 |
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- | No log | 2.0157 | 256 | 0.9153 | 0.7219 | 0.9153 | 0.9567 |
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- | No log | 2.0315 | 258 | 0.8688 | 0.7044 | 0.8688 | 0.9321 |
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- | No log | 2.0472 | 260 | 0.9048 | 0.6667 | 0.9048 | 0.9512 |
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- | No log | 2.0630 | 262 | 0.8551 | 0.6575 | 0.8551 | 0.9247 |
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- | No log | 2.0787 | 264 | 0.7726 | 0.6849 | 0.7726 | 0.8790 |
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- | No log | 2.0945 | 266 | 0.7507 | 0.6944 | 0.7507 | 0.8664 |
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- | No log | 2.1102 | 268 | 0.8067 | 0.6667 | 0.8067 | 0.8981 |
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- | No log | 2.1260 | 270 | 0.9034 | 0.6933 | 0.9034 | 0.9505 |
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- | No log | 2.1417 | 272 | 0.8211 | 0.7020 | 0.8211 | 0.9062 |
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- | No log | 2.1575 | 274 | 0.6471 | 0.75 | 0.6471 | 0.8044 |
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- | No log | 2.1732 | 276 | 0.6365 | 0.7763 | 0.6365 | 0.7978 |
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- | No log | 2.1890 | 278 | 0.6340 | 0.7808 | 0.6340 | 0.7963 |
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- | No log | 2.2047 | 280 | 0.7498 | 0.7342 | 0.7498 | 0.8659 |
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- | No log | 2.2205 | 282 | 0.9466 | 0.6708 | 0.9466 | 0.9729 |
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- | No log | 2.2362 | 284 | 1.0087 | 0.6708 | 1.0087 | 1.0043 |
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- | No log | 2.2520 | 286 | 0.9462 | 0.6577 | 0.9462 | 0.9727 |
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- | No log | 2.2677 | 288 | 0.8860 | 0.6615 | 0.8860 | 0.9413 |
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- | No log | 2.2835 | 290 | 0.9098 | 0.608 | 0.9098 | 0.9538 |
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- | No log | 2.2992 | 292 | 0.8791 | 0.608 | 0.8791 | 0.9376 |
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- | No log | 2.3150 | 294 | 0.7901 | 0.6765 | 0.7901 | 0.8889 |
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- | No log | 2.3307 | 296 | 0.7114 | 0.6963 | 0.7114 | 0.8435 |
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- | No log | 2.3465 | 298 | 0.6800 | 0.7586 | 0.6800 | 0.8246 |
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- | No log | 2.3622 | 300 | 0.7134 | 0.7297 | 0.7134 | 0.8446 |
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- | No log | 2.3780 | 302 | 0.7956 | 0.7179 | 0.7956 | 0.8919 |
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- | No log | 2.3937 | 304 | 0.7636 | 0.7044 | 0.7636 | 0.8738 |
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- | No log | 2.4094 | 306 | 0.6987 | 0.7333 | 0.6987 | 0.8359 |
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- | No log | 2.4252 | 308 | 0.6421 | 0.7862 | 0.6421 | 0.8013 |
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- | No log | 2.4409 | 310 | 0.6429 | 0.7651 | 0.6429 | 0.8018 |
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- | No log | 2.4567 | 312 | 0.7368 | 0.725 | 0.7368 | 0.8584 |
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- | No log | 2.4724 | 314 | 0.7815 | 0.725 | 0.7815 | 0.8840 |
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- | No log | 2.4882 | 316 | 0.7388 | 0.7261 | 0.7388 | 0.8595 |
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- | No log | 2.5039 | 318 | 0.6717 | 0.7429 | 0.6717 | 0.8196 |
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- | No log | 2.5197 | 320 | 0.6596 | 0.7194 | 0.6596 | 0.8122 |
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- | No log | 2.5354 | 322 | 0.6586 | 0.7194 | 0.6586 | 0.8115 |
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- | No log | 2.5512 | 324 | 0.7027 | 0.7712 | 0.7027 | 0.8383 |
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- | No log | 2.5669 | 326 | 0.7698 | 0.7451 | 0.7698 | 0.8774 |
215
- | No log | 2.5827 | 328 | 0.7843 | 0.7333 | 0.7843 | 0.8856 |
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- | No log | 2.5984 | 330 | 0.7600 | 0.7413 | 0.7600 | 0.8718 |
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- | No log | 2.6142 | 332 | 0.7772 | 0.7092 | 0.7772 | 0.8816 |
218
- | No log | 2.6299 | 334 | 0.7824 | 0.6857 | 0.7824 | 0.8845 |
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- | No log | 2.6457 | 336 | 0.7522 | 0.6993 | 0.7522 | 0.8673 |
220
- | No log | 2.6614 | 338 | 0.7444 | 0.7310 | 0.7444 | 0.8628 |
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- | No log | 2.6772 | 340 | 0.7563 | 0.7355 | 0.7563 | 0.8697 |
222
- | No log | 2.6929 | 342 | 0.7765 | 0.7237 | 0.7765 | 0.8812 |
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- | No log | 2.7087 | 344 | 0.7644 | 0.6897 | 0.7644 | 0.8743 |
224
- | No log | 2.7244 | 346 | 0.7717 | 0.6950 | 0.7717 | 0.8785 |
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- | No log | 2.7402 | 348 | 0.7808 | 0.7143 | 0.7808 | 0.8836 |
226
- | No log | 2.7559 | 350 | 0.7862 | 0.6061 | 0.7862 | 0.8867 |
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- | No log | 2.7717 | 352 | 0.7544 | 0.6569 | 0.7544 | 0.8686 |
228
- | No log | 2.7874 | 354 | 0.7285 | 0.7083 | 0.7285 | 0.8535 |
229
- | No log | 2.8031 | 356 | 0.8654 | 0.6835 | 0.8654 | 0.9302 |
230
- | No log | 2.8189 | 358 | 1.1114 | 0.6375 | 1.1114 | 1.0542 |
231
- | No log | 2.8346 | 360 | 1.1461 | 0.5714 | 1.1461 | 1.0706 |
232
- | No log | 2.8504 | 362 | 1.0768 | 0.5839 | 1.0768 | 1.0377 |
233
- | No log | 2.8661 | 364 | 0.9592 | 0.6197 | 0.9592 | 0.9794 |
234
- | No log | 2.8819 | 366 | 0.8378 | 0.7059 | 0.8378 | 0.9153 |
235
- | No log | 2.8976 | 368 | 0.6902 | 0.7532 | 0.6902 | 0.8308 |
236
- | No log | 2.9134 | 370 | 0.6267 | 0.7550 | 0.6267 | 0.7916 |
237
- | No log | 2.9291 | 372 | 0.6066 | 0.7875 | 0.6066 | 0.7788 |
238
- | No log | 2.9449 | 374 | 0.6462 | 0.7515 | 0.6462 | 0.8038 |
239
- | No log | 2.9606 | 376 | 0.7006 | 0.7239 | 0.7006 | 0.8370 |
240
- | No log | 2.9764 | 378 | 0.7227 | 0.7285 | 0.7227 | 0.8501 |
241
- | No log | 2.9921 | 380 | 0.7232 | 0.7042 | 0.7232 | 0.8504 |
242
- | No log | 3.0079 | 382 | 0.7255 | 0.7101 | 0.7255 | 0.8518 |
243
- | No log | 3.0236 | 384 | 0.7572 | 0.6667 | 0.7572 | 0.8702 |
244
- | No log | 3.0394 | 386 | 0.7722 | 0.6667 | 0.7722 | 0.8788 |
245
- | No log | 3.0551 | 388 | 0.8516 | 0.6377 | 0.8516 | 0.9228 |
246
- | No log | 3.0709 | 390 | 1.1168 | 0.625 | 1.1168 | 1.0568 |
247
- | No log | 3.0866 | 392 | 1.2083 | 0.6071 | 1.2083 | 1.0992 |
248
- | No log | 3.1024 | 394 | 1.0425 | 0.6579 | 1.0425 | 1.0210 |
249
- | No log | 3.1181 | 396 | 0.8653 | 0.6331 | 0.8653 | 0.9302 |
250
- | No log | 3.1339 | 398 | 0.7608 | 0.6815 | 0.7608 | 0.8722 |
251
- | No log | 3.1496 | 400 | 0.7161 | 0.6957 | 0.7161 | 0.8462 |
252
- | No log | 3.1654 | 402 | 0.7151 | 0.7162 | 0.7151 | 0.8456 |
253
- | No log | 3.1811 | 404 | 0.7213 | 0.7403 | 0.7213 | 0.8493 |
254
- | No log | 3.1969 | 406 | 0.6768 | 0.7517 | 0.6768 | 0.8227 |
255
- | No log | 3.2126 | 408 | 0.6311 | 0.7671 | 0.6311 | 0.7944 |
256
- | No log | 3.2283 | 410 | 0.6390 | 0.7671 | 0.6390 | 0.7993 |
257
- | No log | 3.2441 | 412 | 0.6131 | 0.7763 | 0.6131 | 0.7830 |
258
- | No log | 3.2598 | 414 | 0.6540 | 0.7683 | 0.6540 | 0.8087 |
259
- | No log | 3.2756 | 416 | 0.6825 | 0.7602 | 0.6825 | 0.8261 |
260
- | No log | 3.2913 | 418 | 0.6939 | 0.7602 | 0.6939 | 0.8330 |
261
- | No log | 3.3071 | 420 | 0.7144 | 0.7602 | 0.7144 | 0.8452 |
262
- | No log | 3.3228 | 422 | 0.6674 | 0.7547 | 0.6674 | 0.8170 |
263
- | No log | 3.3386 | 424 | 0.6183 | 0.7724 | 0.6183 | 0.7863 |
264
- | No log | 3.3543 | 426 | 0.6171 | 0.7639 | 0.6171 | 0.7856 |
265
- | No log | 3.3701 | 428 | 0.6240 | 0.7376 | 0.6240 | 0.7899 |
266
- | No log | 3.3858 | 430 | 0.6200 | 0.7518 | 0.6200 | 0.7874 |
267
- | No log | 3.4016 | 432 | 0.6949 | 0.7105 | 0.6949 | 0.8336 |
268
- | No log | 3.4173 | 434 | 0.7978 | 0.7037 | 0.7978 | 0.8932 |
269
- | No log | 3.4331 | 436 | 0.8666 | 0.6994 | 0.8666 | 0.9309 |
270
- | No log | 3.4488 | 438 | 0.8522 | 0.6875 | 0.8522 | 0.9231 |
271
- | No log | 3.4646 | 440 | 0.8534 | 0.7067 | 0.8534 | 0.9238 |
272
- | No log | 3.4803 | 442 | 0.8315 | 0.6912 | 0.8315 | 0.9119 |
273
- | No log | 3.4961 | 444 | 0.8271 | 0.6912 | 0.8271 | 0.9095 |
274
- | No log | 3.5118 | 446 | 0.7994 | 0.6963 | 0.7994 | 0.8941 |
275
- | No log | 3.5276 | 448 | 0.7609 | 0.6866 | 0.7609 | 0.8723 |
276
- | No log | 3.5433 | 450 | 0.7005 | 0.6870 | 0.7005 | 0.8370 |
277
- | No log | 3.5591 | 452 | 0.6735 | 0.7059 | 0.6735 | 0.8206 |
278
- | No log | 3.5748 | 454 | 0.6452 | 0.7483 | 0.6452 | 0.8033 |
279
- | No log | 3.5906 | 456 | 0.6662 | 0.7692 | 0.6662 | 0.8162 |
280
- | No log | 3.6063 | 458 | 0.8036 | 0.7160 | 0.8036 | 0.8965 |
281
- | No log | 3.6220 | 460 | 0.8490 | 0.7073 | 0.8490 | 0.9214 |
282
- | No log | 3.6378 | 462 | 0.8641 | 0.7089 | 0.8641 | 0.9296 |
283
- | No log | 3.6535 | 464 | 0.7650 | 0.7059 | 0.7650 | 0.8747 |
284
- | No log | 3.6693 | 466 | 0.7592 | 0.6763 | 0.7592 | 0.8713 |
285
- | No log | 3.6850 | 468 | 0.8129 | 0.6567 | 0.8129 | 0.9016 |
286
- | No log | 3.7008 | 470 | 0.8243 | 0.7 | 0.8243 | 0.9079 |
287
- | No log | 3.7165 | 472 | 0.7868 | 0.7007 | 0.7868 | 0.8870 |
288
- | No log | 3.7323 | 474 | 0.7357 | 0.7007 | 0.7357 | 0.8577 |
289
- | No log | 3.7480 | 476 | 0.6900 | 0.7101 | 0.6900 | 0.8307 |
290
- | No log | 3.7638 | 478 | 0.7058 | 0.7222 | 0.7058 | 0.8401 |
291
- | No log | 3.7795 | 480 | 0.7777 | 0.72 | 0.7777 | 0.8819 |
292
- | No log | 3.7953 | 482 | 0.8771 | 0.7006 | 0.8771 | 0.9365 |
293
- | No log | 3.8110 | 484 | 0.8783 | 0.7006 | 0.8783 | 0.9372 |
294
- | No log | 3.8268 | 486 | 0.8391 | 0.7114 | 0.8391 | 0.9160 |
295
- | No log | 3.8425 | 488 | 0.7424 | 0.72 | 0.7424 | 0.8617 |
296
- | No log | 3.8583 | 490 | 0.6817 | 0.7143 | 0.6817 | 0.8256 |
297
- | No log | 3.8740 | 492 | 0.6616 | 0.7391 | 0.6616 | 0.8134 |
298
- | No log | 3.8898 | 494 | 0.6501 | 0.7518 | 0.6501 | 0.8063 |
299
- | No log | 3.9055 | 496 | 0.6832 | 0.7467 | 0.6832 | 0.8265 |
300
- | No log | 3.9213 | 498 | 0.8120 | 0.6887 | 0.8120 | 0.9011 |
301
- | 0.5022 | 3.9370 | 500 | 0.8731 | 0.6626 | 0.8731 | 0.9344 |
302
- | 0.5022 | 3.9528 | 502 | 0.8865 | 0.6626 | 0.8865 | 0.9416 |
303
- | 0.5022 | 3.9685 | 504 | 0.7980 | 0.7105 | 0.7980 | 0.8933 |
304
- | 0.5022 | 3.9843 | 506 | 0.7507 | 0.7211 | 0.7507 | 0.8664 |
305
- | 0.5022 | 4.0 | 508 | 0.7491 | 0.6567 | 0.7491 | 0.8655 |
306
- | 0.5022 | 4.0157 | 510 | 0.7777 | 0.6716 | 0.7777 | 0.8819 |
307
- | 0.5022 | 4.0315 | 512 | 0.8161 | 0.6667 | 0.8161 | 0.9034 |
308
- | 0.5022 | 4.0472 | 514 | 0.8460 | 0.6667 | 0.8460 | 0.9198 |
309
- | 0.5022 | 4.0630 | 516 | 0.8101 | 0.6519 | 0.8101 | 0.9001 |
310
- | 0.5022 | 4.0787 | 518 | 0.7940 | 0.6519 | 0.7940 | 0.8911 |
311
- | 0.5022 | 4.0945 | 520 | 0.7703 | 0.6715 | 0.7703 | 0.8777 |
312
- | 0.5022 | 4.1102 | 522 | 0.7651 | 0.6944 | 0.7651 | 0.8747 |
313
- | 0.5022 | 4.1260 | 524 | 0.7433 | 0.7190 | 0.7433 | 0.8622 |
314
- | 0.5022 | 4.1417 | 526 | 0.6613 | 0.75 | 0.6613 | 0.8132 |
315
- | 0.5022 | 4.1575 | 528 | 0.6209 | 0.7183 | 0.6209 | 0.7880 |
316
- | 0.5022 | 4.1732 | 530 | 0.6448 | 0.7246 | 0.6448 | 0.8030 |
317
- | 0.5022 | 4.1890 | 532 | 0.6808 | 0.7183 | 0.6808 | 0.8251 |
318
- | 0.5022 | 4.2047 | 534 | 0.7713 | 0.72 | 0.7713 | 0.8782 |
319
- | 0.5022 | 4.2205 | 536 | 0.9166 | 0.6797 | 0.9166 | 0.9574 |
320
- | 0.5022 | 4.2362 | 538 | 0.9720 | 0.6988 | 0.9720 | 0.9859 |
321
- | 0.5022 | 4.2520 | 540 | 0.9174 | 0.7006 | 0.9174 | 0.9578 |
322
- | 0.5022 | 4.2677 | 542 | 0.7530 | 0.7368 | 0.7530 | 0.8678 |
323
- | 0.5022 | 4.2835 | 544 | 0.6879 | 0.7123 | 0.6879 | 0.8294 |
324
- | 0.5022 | 4.2992 | 546 | 0.6944 | 0.6857 | 0.6944 | 0.8333 |
325
- | 0.5022 | 4.3150 | 548 | 0.7131 | 0.6993 | 0.7131 | 0.8445 |
326
- | 0.5022 | 4.3307 | 550 | 0.7881 | 0.72 | 0.7881 | 0.8877 |
327
- | 0.5022 | 4.3465 | 552 | 0.8469 | 0.6980 | 0.8469 | 0.9203 |
328
- | 0.5022 | 4.3622 | 554 | 0.7908 | 0.72 | 0.7908 | 0.8893 |
329
- | 0.5022 | 4.3780 | 556 | 0.7343 | 0.72 | 0.7343 | 0.8569 |
330
- | 0.5022 | 4.3937 | 558 | 0.6861 | 0.6993 | 0.6861 | 0.8283 |
331
- | 0.5022 | 4.4094 | 560 | 0.6797 | 0.7059 | 0.6797 | 0.8245 |
332
- | 0.5022 | 4.4252 | 562 | 0.6842 | 0.7059 | 0.6842 | 0.8272 |
333
- | 0.5022 | 4.4409 | 564 | 0.7195 | 0.7123 | 0.7195 | 0.8482 |
334
- | 0.5022 | 4.4567 | 566 | 0.7518 | 0.72 | 0.7518 | 0.8671 |
335
- | 0.5022 | 4.4724 | 568 | 0.7908 | 0.7075 | 0.7908 | 0.8893 |
336
- | 0.5022 | 4.4882 | 570 | 0.8302 | 0.7075 | 0.8302 | 0.9111 |
337
- | 0.5022 | 4.5039 | 572 | 0.8891 | 0.7067 | 0.8891 | 0.9429 |
338
- | 0.5022 | 4.5197 | 574 | 0.9029 | 0.6980 | 0.9029 | 0.9502 |
339
- | 0.5022 | 4.5354 | 576 | 0.8786 | 0.6853 | 0.8786 | 0.9373 |
340
- | 0.5022 | 4.5512 | 578 | 0.8068 | 0.6763 | 0.8068 | 0.8982 |
341
- | 0.5022 | 4.5669 | 580 | 0.7584 | 0.6815 | 0.7584 | 0.8709 |
342
- | 0.5022 | 4.5827 | 582 | 0.7292 | 0.6857 | 0.7292 | 0.8539 |
343
- | 0.5022 | 4.5984 | 584 | 0.7346 | 0.6853 | 0.7346 | 0.8571 |
344
- | 0.5022 | 4.6142 | 586 | 0.7235 | 0.7083 | 0.7235 | 0.8506 |
345
- | 0.5022 | 4.6299 | 588 | 0.7048 | 0.7092 | 0.7048 | 0.8395 |
346
- | 0.5022 | 4.6457 | 590 | 0.7074 | 0.7092 | 0.7074 | 0.8411 |
347
- | 0.5022 | 4.6614 | 592 | 0.6792 | 0.7397 | 0.6792 | 0.8241 |
348
- | 0.5022 | 4.6772 | 594 | 0.7021 | 0.7114 | 0.7021 | 0.8379 |
349
- | 0.5022 | 4.6929 | 596 | 0.7036 | 0.7034 | 0.7036 | 0.8388 |
350
- | 0.5022 | 4.7087 | 598 | 0.6835 | 0.7059 | 0.6835 | 0.8268 |
351
- | 0.5022 | 4.7244 | 600 | 0.6740 | 0.7231 | 0.6740 | 0.8210 |
352
- | 0.5022 | 4.7402 | 602 | 0.6772 | 0.7231 | 0.6772 | 0.8229 |
353
- | 0.5022 | 4.7559 | 604 | 0.6968 | 0.6917 | 0.6968 | 0.8347 |
354
- | 0.5022 | 4.7717 | 606 | 0.7516 | 0.6986 | 0.7516 | 0.8669 |
355
- | 0.5022 | 4.7874 | 608 | 0.7899 | 0.7067 | 0.7899 | 0.8888 |
356
- | 0.5022 | 4.8031 | 610 | 0.7977 | 0.7075 | 0.7977 | 0.8931 |
357
- | 0.5022 | 4.8189 | 612 | 0.7666 | 0.7075 | 0.7666 | 0.8755 |
358
- | 0.5022 | 4.8346 | 614 | 0.7566 | 0.7075 | 0.7566 | 0.8698 |
359
- | 0.5022 | 4.8504 | 616 | 0.7356 | 0.7190 | 0.7356 | 0.8577 |
360
- | 0.5022 | 4.8661 | 618 | 0.6731 | 0.7211 | 0.6731 | 0.8204 |
361
- | 0.5022 | 4.8819 | 620 | 0.6565 | 0.7297 | 0.6565 | 0.8103 |
362
- | 0.5022 | 4.8976 | 622 | 0.7101 | 0.7123 | 0.7101 | 0.8427 |
363
- | 0.5022 | 4.9134 | 624 | 0.8158 | 0.7190 | 0.8158 | 0.9032 |
364
- | 0.5022 | 4.9291 | 626 | 0.8705 | 0.7051 | 0.8705 | 0.9330 |
365
- | 0.5022 | 4.9449 | 628 | 0.8713 | 0.7190 | 0.8713 | 0.9334 |
366
- | 0.5022 | 4.9606 | 630 | 0.8230 | 0.7075 | 0.8230 | 0.9072 |
367
- | 0.5022 | 4.9764 | 632 | 0.7816 | 0.6716 | 0.7816 | 0.8841 |
368
- | 0.5022 | 4.9921 | 634 | 0.7800 | 0.6512 | 0.7800 | 0.8832 |
369
- | 0.5022 | 5.0079 | 636 | 0.7813 | 0.6512 | 0.7813 | 0.8839 |
370
- | 0.5022 | 5.0236 | 638 | 0.7739 | 0.6861 | 0.7739 | 0.8797 |
371
- | 0.5022 | 5.0394 | 640 | 0.7673 | 0.7114 | 0.7673 | 0.8760 |
372
- | 0.5022 | 5.0551 | 642 | 0.7365 | 0.7097 | 0.7365 | 0.8582 |
373
- | 0.5022 | 5.0709 | 644 | 0.6986 | 0.7237 | 0.6986 | 0.8358 |
374
- | 0.5022 | 5.0866 | 646 | 0.6777 | 0.7143 | 0.6777 | 0.8232 |
375
- | 0.5022 | 5.1024 | 648 | 0.6734 | 0.7310 | 0.6734 | 0.8206 |
376
- | 0.5022 | 5.1181 | 650 | 0.6737 | 0.7417 | 0.6737 | 0.8208 |
377
- | 0.5022 | 5.1339 | 652 | 0.6805 | 0.7383 | 0.6805 | 0.8249 |
378
- | 0.5022 | 5.1496 | 654 | 0.7048 | 0.75 | 0.7048 | 0.8395 |
379
- | 0.5022 | 5.1654 | 656 | 0.6977 | 0.7355 | 0.6977 | 0.8353 |
380
- | 0.5022 | 5.1811 | 658 | 0.6846 | 0.7237 | 0.6846 | 0.8274 |
381
- | 0.5022 | 5.1969 | 660 | 0.7004 | 0.7397 | 0.7004 | 0.8369 |
382
- | 0.5022 | 5.2126 | 662 | 0.7184 | 0.7172 | 0.7184 | 0.8476 |
383
- | 0.5022 | 5.2283 | 664 | 0.7226 | 0.6906 | 0.7226 | 0.8500 |
384
- | 0.5022 | 5.2441 | 666 | 0.7281 | 0.6716 | 0.7281 | 0.8533 |
385
- | 0.5022 | 5.2598 | 668 | 0.7097 | 0.7231 | 0.7097 | 0.8424 |
386
- | 0.5022 | 5.2756 | 670 | 0.6775 | 0.7368 | 0.6775 | 0.8231 |
387
- | 0.5022 | 5.2913 | 672 | 0.6576 | 0.7234 | 0.6576 | 0.8109 |
388
- | 0.5022 | 5.3071 | 674 | 0.6698 | 0.7273 | 0.6698 | 0.8184 |
389
- | 0.5022 | 5.3228 | 676 | 0.7003 | 0.7143 | 0.7003 | 0.8369 |
390
- | 0.5022 | 5.3386 | 678 | 0.6919 | 0.7285 | 0.6919 | 0.8318 |
391
- | 0.5022 | 5.3543 | 680 | 0.7055 | 0.7172 | 0.7055 | 0.8400 |
392
- | 0.5022 | 5.3701 | 682 | 0.7253 | 0.7143 | 0.7253 | 0.8517 |
393
- | 0.5022 | 5.3858 | 684 | 0.7273 | 0.6928 | 0.7273 | 0.8528 |
394
- | 0.5022 | 5.4016 | 686 | 0.6984 | 0.7162 | 0.6984 | 0.8357 |
395
- | 0.5022 | 5.4173 | 688 | 0.7045 | 0.7194 | 0.7045 | 0.8394 |
396
- | 0.5022 | 5.4331 | 690 | 0.7097 | 0.6917 | 0.7097 | 0.8424 |
397
- | 0.5022 | 5.4488 | 692 | 0.7175 | 0.6917 | 0.7175 | 0.8471 |
398
- | 0.5022 | 5.4646 | 694 | 0.7293 | 0.6917 | 0.7293 | 0.8540 |
399
- | 0.5022 | 5.4803 | 696 | 0.7418 | 0.7092 | 0.7418 | 0.8613 |
400
- | 0.5022 | 5.4961 | 698 | 0.7653 | 0.6928 | 0.7653 | 0.8748 |
401
- | 0.5022 | 5.5118 | 700 | 0.7378 | 0.6800 | 0.7378 | 0.8589 |
402
- | 0.5022 | 5.5276 | 702 | 0.7374 | 0.6944 | 0.7374 | 0.8587 |
403
- | 0.5022 | 5.5433 | 704 | 0.7929 | 0.6923 | 0.7929 | 0.8905 |
404
- | 0.5022 | 5.5591 | 706 | 0.8935 | 0.6792 | 0.8935 | 0.9452 |
405
- | 0.5022 | 5.5748 | 708 | 0.9573 | 0.6708 | 0.9573 | 0.9784 |
406
- | 0.5022 | 5.5906 | 710 | 0.9561 | 0.6711 | 0.9561 | 0.9778 |
407
- | 0.5022 | 5.6063 | 712 | 0.8748 | 0.6713 | 0.8748 | 0.9353 |
408
- | 0.5022 | 5.6220 | 714 | 0.8060 | 0.6260 | 0.8060 | 0.8978 |
409
- | 0.5022 | 5.6378 | 716 | 0.7517 | 0.6718 | 0.7517 | 0.8670 |
410
- | 0.5022 | 5.6535 | 718 | 0.7429 | 0.6812 | 0.7429 | 0.8619 |
411
- | 0.5022 | 5.6693 | 720 | 0.7464 | 0.6714 | 0.7464 | 0.8639 |
412
- | 0.5022 | 5.6850 | 722 | 0.7570 | 0.6897 | 0.7570 | 0.8700 |
413
- | 0.5022 | 5.7008 | 724 | 0.7779 | 0.6892 | 0.7779 | 0.8820 |
414
- | 0.5022 | 5.7165 | 726 | 0.7452 | 0.6711 | 0.7452 | 0.8632 |
415
- | 0.5022 | 5.7323 | 728 | 0.7501 | 0.6962 | 0.7501 | 0.8661 |
416
- | 0.5022 | 5.7480 | 730 | 0.7784 | 0.6918 | 0.7784 | 0.8823 |
417
- | 0.5022 | 5.7638 | 732 | 0.8088 | 0.7037 | 0.8088 | 0.8993 |
418
- | 0.5022 | 5.7795 | 734 | 0.8375 | 0.6994 | 0.8375 | 0.9152 |
419
- | 0.5022 | 5.7953 | 736 | 0.7124 | 0.7308 | 0.7124 | 0.8440 |
420
- | 0.5022 | 5.8110 | 738 | 0.5933 | 0.7815 | 0.5933 | 0.7703 |
421
- | 0.5022 | 5.8268 | 740 | 0.5582 | 0.7724 | 0.5582 | 0.7471 |
422
- | 0.5022 | 5.8425 | 742 | 0.5389 | 0.7838 | 0.5389 | 0.7341 |
423
- | 0.5022 | 5.8583 | 744 | 0.5323 | 0.8101 | 0.5323 | 0.7296 |
424
- | 0.5022 | 5.8740 | 746 | 0.5607 | 0.8 | 0.5607 | 0.7488 |
425
- | 0.5022 | 5.8898 | 748 | 0.6065 | 0.7771 | 0.6065 | 0.7788 |
426
- | 0.5022 | 5.9055 | 750 | 0.6058 | 0.7758 | 0.6058 | 0.7784 |
427
- | 0.5022 | 5.9213 | 752 | 0.6112 | 0.7975 | 0.6112 | 0.7818 |
428
- | 0.5022 | 5.9370 | 754 | 0.6412 | 0.7671 | 0.6412 | 0.8007 |
429
- | 0.5022 | 5.9528 | 756 | 0.6770 | 0.7273 | 0.6770 | 0.8228 |
430
- | 0.5022 | 5.9685 | 758 | 0.7141 | 0.7285 | 0.7141 | 0.8450 |
431
- | 0.5022 | 5.9843 | 760 | 0.8000 | 0.7261 | 0.8000 | 0.8944 |
432
- | 0.5022 | 6.0 | 762 | 0.8652 | 0.7044 | 0.8652 | 0.9302 |
433
- | 0.5022 | 6.0157 | 764 | 0.8090 | 0.6800 | 0.8090 | 0.8994 |
434
- | 0.5022 | 6.0315 | 766 | 0.7737 | 0.6853 | 0.7737 | 0.8796 |
435
- | 0.5022 | 6.0472 | 768 | 0.7522 | 0.6619 | 0.7522 | 0.8673 |
436
- | 0.5022 | 6.0630 | 770 | 0.7389 | 0.6619 | 0.7389 | 0.8596 |
437
- | 0.5022 | 6.0787 | 772 | 0.7258 | 0.6667 | 0.7258 | 0.8519 |
438
- | 0.5022 | 6.0945 | 774 | 0.7230 | 0.6667 | 0.7230 | 0.8503 |
439
- | 0.5022 | 6.1102 | 776 | 0.7317 | 0.7059 | 0.7317 | 0.8554 |
440
- | 0.5022 | 6.1260 | 778 | 0.7982 | 0.6918 | 0.7982 | 0.8934 |
441
- | 0.5022 | 6.1417 | 780 | 0.8384 | 0.6883 | 0.8384 | 0.9157 |
442
- | 0.5022 | 6.1575 | 782 | 0.7700 | 0.6986 | 0.7700 | 0.8775 |
443
- | 0.5022 | 6.1732 | 784 | 0.7196 | 0.6818 | 0.7196 | 0.8483 |
444
- | 0.5022 | 6.1890 | 786 | 0.7287 | 0.6512 | 0.7287 | 0.8536 |
445
- | 0.5022 | 6.2047 | 788 | 0.7270 | 0.6462 | 0.7270 | 0.8527 |
446
- | 0.5022 | 6.2205 | 790 | 0.7638 | 0.7034 | 0.7638 | 0.8740 |
447
- | 0.5022 | 6.2362 | 792 | 0.7936 | 0.7020 | 0.7936 | 0.8909 |
448
- | 0.5022 | 6.2520 | 794 | 0.7617 | 0.7152 | 0.7617 | 0.8728 |
449
- | 0.5022 | 6.2677 | 796 | 0.7204 | 0.7152 | 0.7204 | 0.8488 |
450
- | 0.5022 | 6.2835 | 798 | 0.6687 | 0.7448 | 0.6687 | 0.8177 |
451
- | 0.5022 | 6.2992 | 800 | 0.6907 | 0.7222 | 0.6907 | 0.8311 |
452
- | 0.5022 | 6.3150 | 802 | 0.7454 | 0.7034 | 0.7454 | 0.8633 |
453
- | 0.5022 | 6.3307 | 804 | 0.7720 | 0.6857 | 0.7720 | 0.8786 |
454
- | 0.5022 | 6.3465 | 806 | 0.7878 | 0.6761 | 0.7878 | 0.8876 |
455
- | 0.5022 | 6.3622 | 808 | 0.7889 | 0.6761 | 0.7889 | 0.8882 |
456
- | 0.5022 | 6.3780 | 810 | 0.8133 | 0.6713 | 0.8133 | 0.9018 |
457
- | 0.5022 | 6.3937 | 812 | 0.8295 | 0.6713 | 0.8295 | 0.9108 |
458
- | 0.5022 | 6.4094 | 814 | 0.8379 | 0.6667 | 0.8379 | 0.9154 |
459
- | 0.5022 | 6.4252 | 816 | 0.8394 | 0.6713 | 0.8394 | 0.9162 |
460
- | 0.5022 | 6.4409 | 818 | 0.8804 | 0.6803 | 0.8804 | 0.9383 |
461
- | 0.5022 | 6.4567 | 820 | 0.9427 | 0.6753 | 0.9427 | 0.9709 |
462
- | 0.5022 | 6.4724 | 822 | 0.9139 | 0.675 | 0.9139 | 0.9560 |
463
- | 0.5022 | 6.4882 | 824 | 0.8841 | 0.6914 | 0.8841 | 0.9403 |
464
- | 0.5022 | 6.5039 | 826 | 0.7382 | 0.7170 | 0.7382 | 0.8592 |
465
- | 0.5022 | 6.5197 | 828 | 0.6265 | 0.7632 | 0.6265 | 0.7915 |
466
- | 0.5022 | 6.5354 | 830 | 0.5706 | 0.8163 | 0.5706 | 0.7554 |
467
- | 0.5022 | 6.5512 | 832 | 0.5542 | 0.8158 | 0.5542 | 0.7444 |
468
- | 0.5022 | 6.5669 | 834 | 0.5548 | 0.8267 | 0.5548 | 0.7449 |
469
- | 0.5022 | 6.5827 | 836 | 0.6159 | 0.7662 | 0.6159 | 0.7848 |
470
- | 0.5022 | 6.5984 | 838 | 0.8087 | 0.7059 | 0.8087 | 0.8993 |
471
- | 0.5022 | 6.6142 | 840 | 0.8914 | 0.6711 | 0.8914 | 0.9441 |
472
- | 0.5022 | 6.6299 | 842 | 0.9191 | 0.6423 | 0.9191 | 0.9587 |
473
- | 0.5022 | 6.6457 | 844 | 0.9185 | 0.6269 | 0.9185 | 0.9584 |
474
- | 0.5022 | 6.6614 | 846 | 0.9184 | 0.6364 | 0.9184 | 0.9583 |
475
- | 0.5022 | 6.6772 | 848 | 0.9527 | 0.6269 | 0.9527 | 0.9761 |
476
- | 0.5022 | 6.6929 | 850 | 1.0089 | 0.6571 | 1.0089 | 1.0045 |
477
 
478
 
479
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k18_task1_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_k18_task1_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: 0.9071
19
+ - Qwk: 0.6711
20
+ - Mse: 0.9071
21
+ - Rmse: 0.9524
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.0148 | 2 | 7.2094 | 0.0 | 7.2094 | 2.6850 |
53
+ | No log | 0.0296 | 4 | 4.4999 | 0.0317 | 4.4999 | 2.1213 |
54
+ | No log | 0.0444 | 6 | 3.0911 | 0.0702 | 3.0911 | 1.7581 |
55
+ | No log | 0.0593 | 8 | 2.0861 | 0.2154 | 2.0861 | 1.4443 |
56
+ | No log | 0.0741 | 10 | 1.6485 | 0.1905 | 1.6485 | 1.2839 |
57
+ | No log | 0.0889 | 12 | 1.5300 | 0.1165 | 1.5300 | 1.2369 |
58
+ | No log | 0.1037 | 14 | 1.5615 | 0.3036 | 1.5615 | 1.2496 |
59
+ | No log | 0.1185 | 16 | 1.8795 | 0.0943 | 1.8795 | 1.3709 |
60
+ | No log | 0.1333 | 18 | 2.0483 | 0.0367 | 2.0483 | 1.4312 |
61
+ | No log | 0.1481 | 20 | 1.9804 | 0.0885 | 1.9804 | 1.4073 |
62
+ | No log | 0.1630 | 22 | 1.6360 | 0.1905 | 1.6360 | 1.2791 |
63
+ | No log | 0.1778 | 24 | 1.4786 | 0.2593 | 1.4786 | 1.2160 |
64
+ | No log | 0.1926 | 26 | 1.3512 | 0.3273 | 1.3512 | 1.1624 |
65
+ | No log | 0.2074 | 28 | 1.2347 | 0.3091 | 1.2347 | 1.1112 |
66
+ | No log | 0.2222 | 30 | 1.2483 | 0.3894 | 1.2483 | 1.1173 |
67
+ | No log | 0.2370 | 32 | 1.2839 | 0.4628 | 1.2839 | 1.1331 |
68
+ | No log | 0.2519 | 34 | 1.4541 | 0.3710 | 1.4541 | 1.2058 |
69
+ | No log | 0.2667 | 36 | 1.2385 | 0.5161 | 1.2385 | 1.1129 |
70
+ | No log | 0.2815 | 38 | 1.1288 | 0.4921 | 1.1288 | 1.0624 |
71
+ | No log | 0.2963 | 40 | 1.2642 | 0.5 | 1.2642 | 1.1244 |
72
+ | No log | 0.3111 | 42 | 1.1511 | 0.4677 | 1.1511 | 1.0729 |
73
+ | No log | 0.3259 | 44 | 1.6397 | 0.2879 | 1.6397 | 1.2805 |
74
+ | No log | 0.3407 | 46 | 2.2597 | 0.2703 | 2.2597 | 1.5032 |
75
+ | No log | 0.3556 | 48 | 1.9599 | 0.3286 | 1.9599 | 1.4000 |
76
+ | No log | 0.3704 | 50 | 1.2978 | 0.5077 | 1.2978 | 1.1392 |
77
+ | No log | 0.3852 | 52 | 1.1541 | 0.5082 | 1.1541 | 1.0743 |
78
+ | No log | 0.4 | 54 | 1.2172 | 0.5 | 1.2172 | 1.1033 |
79
+ | No log | 0.4148 | 56 | 1.1111 | 0.5692 | 1.1111 | 1.0541 |
80
+ | No log | 0.4296 | 58 | 0.9940 | 0.6 | 0.9940 | 0.9970 |
81
+ | No log | 0.4444 | 60 | 1.0997 | 0.6260 | 1.0997 | 1.0487 |
82
+ | No log | 0.4593 | 62 | 0.9688 | 0.6519 | 0.9688 | 0.9843 |
83
+ | No log | 0.4741 | 64 | 0.7771 | 0.7075 | 0.7771 | 0.8815 |
84
+ | No log | 0.4889 | 66 | 0.8605 | 0.6713 | 0.8605 | 0.9276 |
85
+ | No log | 0.5037 | 68 | 1.0001 | 0.6338 | 1.0001 | 1.0000 |
86
+ | No log | 0.5185 | 70 | 0.9324 | 0.5865 | 0.9324 | 0.9656 |
87
+ | No log | 0.5333 | 72 | 0.7580 | 0.7114 | 0.7580 | 0.8706 |
88
+ | No log | 0.5481 | 74 | 0.8020 | 0.7421 | 0.8020 | 0.8956 |
89
+ | No log | 0.5630 | 76 | 0.9190 | 0.7174 | 0.9190 | 0.9586 |
90
+ | No log | 0.5778 | 78 | 0.8297 | 0.7528 | 0.8297 | 0.9109 |
91
+ | No log | 0.5926 | 80 | 0.6835 | 0.7485 | 0.6835 | 0.8267 |
92
+ | No log | 0.6074 | 82 | 0.9638 | 0.7119 | 0.9638 | 0.9817 |
93
+ | No log | 0.6222 | 84 | 1.4393 | 0.5682 | 1.4393 | 1.1997 |
94
+ | No log | 0.6370 | 86 | 1.3695 | 0.5542 | 1.3695 | 1.1702 |
95
+ | No log | 0.6519 | 88 | 1.0242 | 0.6788 | 1.0242 | 1.0120 |
96
+ | No log | 0.6667 | 90 | 0.8098 | 0.6803 | 0.8098 | 0.8999 |
97
+ | No log | 0.6815 | 92 | 0.8027 | 0.6479 | 0.8027 | 0.8959 |
98
+ | No log | 0.6963 | 94 | 0.7648 | 0.6525 | 0.7648 | 0.8745 |
99
+ | No log | 0.7111 | 96 | 0.7192 | 0.7206 | 0.7192 | 0.8480 |
100
+ | No log | 0.7259 | 98 | 0.7919 | 0.6892 | 0.7919 | 0.8899 |
101
+ | No log | 0.7407 | 100 | 0.8892 | 0.6974 | 0.8892 | 0.9430 |
102
+ | No log | 0.7556 | 102 | 1.0115 | 0.7160 | 1.0115 | 1.0057 |
103
+ | No log | 0.7704 | 104 | 0.9600 | 0.7089 | 0.9600 | 0.9798 |
104
+ | No log | 0.7852 | 106 | 0.7631 | 0.7013 | 0.7631 | 0.8736 |
105
+ | No log | 0.8 | 108 | 0.8149 | 0.6803 | 0.8149 | 0.9027 |
106
+ | No log | 0.8148 | 110 | 0.9861 | 0.6626 | 0.9861 | 0.9930 |
107
+ | No log | 0.8296 | 112 | 0.9715 | 0.6711 | 0.9715 | 0.9856 |
108
+ | No log | 0.8444 | 114 | 0.8875 | 0.6803 | 0.8875 | 0.9421 |
109
+ | No log | 0.8593 | 116 | 0.8303 | 0.6812 | 0.8303 | 0.9112 |
110
+ | No log | 0.8741 | 118 | 0.8089 | 0.6567 | 0.8089 | 0.8994 |
111
+ | No log | 0.8889 | 120 | 0.7725 | 0.6667 | 0.7725 | 0.8789 |
112
+ | No log | 0.9037 | 122 | 0.7533 | 0.6906 | 0.7533 | 0.8680 |
113
+ | No log | 0.9185 | 124 | 0.7312 | 0.7413 | 0.7312 | 0.8551 |
114
+ | No log | 0.9333 | 126 | 0.7135 | 0.7724 | 0.7135 | 0.8447 |
115
+ | No log | 0.9481 | 128 | 0.7318 | 0.7310 | 0.7318 | 0.8555 |
116
+ | No log | 0.9630 | 130 | 0.7811 | 0.7105 | 0.7811 | 0.8838 |
117
+ | No log | 0.9778 | 132 | 0.8369 | 0.6933 | 0.8369 | 0.9148 |
118
+ | No log | 0.9926 | 134 | 0.8859 | 0.6755 | 0.8859 | 0.9412 |
119
+ | No log | 1.0074 | 136 | 0.9810 | 0.6490 | 0.9810 | 0.9905 |
120
+ | No log | 1.0222 | 138 | 0.8886 | 0.6667 | 0.8886 | 0.9426 |
121
+ | No log | 1.0370 | 140 | 0.8412 | 0.6438 | 0.8412 | 0.9172 |
122
+ | No log | 1.0519 | 142 | 0.8018 | 0.6577 | 0.8018 | 0.8954 |
123
+ | No log | 1.0667 | 144 | 0.8305 | 0.6883 | 0.8305 | 0.9113 |
124
+ | No log | 1.0815 | 146 | 1.0035 | 0.6795 | 1.0035 | 1.0017 |
125
+ | No log | 1.0963 | 148 | 1.0503 | 0.6184 | 1.0503 | 1.0249 |
126
+ | No log | 1.1111 | 150 | 0.8970 | 0.6918 | 0.8970 | 0.9471 |
127
+ | No log | 1.1259 | 152 | 0.6259 | 0.7590 | 0.6259 | 0.7912 |
128
+ | No log | 1.1407 | 154 | 0.5795 | 0.7882 | 0.5795 | 0.7613 |
129
+ | No log | 1.1556 | 156 | 0.6064 | 0.8333 | 0.6064 | 0.7787 |
130
+ | No log | 1.1704 | 158 | 0.5856 | 0.7853 | 0.5856 | 0.7653 |
131
+ | No log | 1.1852 | 160 | 0.6471 | 0.7143 | 0.6471 | 0.8044 |
132
+ | No log | 1.2 | 162 | 0.7533 | 0.6800 | 0.7533 | 0.8679 |
133
+ | No log | 1.2148 | 164 | 0.6733 | 0.7453 | 0.6733 | 0.8206 |
134
+ | No log | 1.2296 | 166 | 0.6718 | 0.7683 | 0.6718 | 0.8196 |
135
+ | No log | 1.2444 | 168 | 0.6916 | 0.7590 | 0.6916 | 0.8316 |
136
+ | No log | 1.2593 | 170 | 0.7289 | 0.7485 | 0.7289 | 0.8538 |
137
+ | No log | 1.2741 | 172 | 0.6647 | 0.7730 | 0.6647 | 0.8153 |
138
+ | No log | 1.2889 | 174 | 0.7121 | 0.7239 | 0.7121 | 0.8438 |
139
+ | No log | 1.3037 | 176 | 0.7032 | 0.7081 | 0.7032 | 0.8386 |
140
+ | No log | 1.3185 | 178 | 0.6424 | 0.7211 | 0.6424 | 0.8015 |
141
+ | No log | 1.3333 | 180 | 0.6460 | 0.7075 | 0.6460 | 0.8037 |
142
+ | No log | 1.3481 | 182 | 0.5884 | 0.7821 | 0.5884 | 0.7671 |
143
+ | No log | 1.3630 | 184 | 0.5330 | 0.8129 | 0.5330 | 0.7300 |
144
+ | No log | 1.3778 | 186 | 0.5168 | 0.8284 | 0.5168 | 0.7189 |
145
+ | No log | 1.3926 | 188 | 0.5245 | 0.8284 | 0.5245 | 0.7242 |
146
+ | No log | 1.4074 | 190 | 0.5945 | 0.8111 | 0.5945 | 0.7710 |
147
+ | No log | 1.4222 | 192 | 0.7519 | 0.7725 | 0.7519 | 0.8671 |
148
+ | No log | 1.4370 | 194 | 0.7935 | 0.7381 | 0.7935 | 0.8908 |
149
+ | No log | 1.4519 | 196 | 0.7201 | 0.7134 | 0.7201 | 0.8486 |
150
+ | No log | 1.4667 | 198 | 0.7476 | 0.6849 | 0.7476 | 0.8646 |
151
+ | No log | 1.4815 | 200 | 0.8062 | 0.6383 | 0.8062 | 0.8979 |
152
+ | No log | 1.4963 | 202 | 0.8911 | 0.6294 | 0.8911 | 0.9440 |
153
+ | No log | 1.5111 | 204 | 1.0070 | 0.6164 | 1.0070 | 1.0035 |
154
+ | No log | 1.5259 | 206 | 0.9685 | 0.6309 | 0.9685 | 0.9841 |
155
+ | No log | 1.5407 | 208 | 0.8034 | 0.6711 | 0.8034 | 0.8963 |
156
+ | No log | 1.5556 | 210 | 0.7393 | 0.7092 | 0.7393 | 0.8598 |
157
+ | No log | 1.5704 | 212 | 0.6903 | 0.7586 | 0.6903 | 0.8308 |
158
+ | No log | 1.5852 | 214 | 0.5954 | 0.7785 | 0.5954 | 0.7716 |
159
+ | No log | 1.6 | 216 | 0.5340 | 0.8129 | 0.5340 | 0.7307 |
160
+ | No log | 1.6148 | 218 | 0.5408 | 0.8129 | 0.5408 | 0.7354 |
161
+ | No log | 1.6296 | 220 | 0.5837 | 0.7763 | 0.5837 | 0.7640 |
162
+ | No log | 1.6444 | 222 | 0.5659 | 0.7763 | 0.5659 | 0.7523 |
163
+ | No log | 1.6593 | 224 | 0.5774 | 0.7763 | 0.5774 | 0.7599 |
164
+ | No log | 1.6741 | 226 | 0.5762 | 0.7947 | 0.5762 | 0.7591 |
165
+ | No log | 1.6889 | 228 | 0.5873 | 0.8026 | 0.5873 | 0.7663 |
166
+ | No log | 1.7037 | 230 | 0.6041 | 0.8079 | 0.6041 | 0.7772 |
167
+ | No log | 1.7185 | 232 | 0.6038 | 0.7974 | 0.6038 | 0.7770 |
168
+ | No log | 1.7333 | 234 | 0.6806 | 0.7248 | 0.6806 | 0.8250 |
169
+ | No log | 1.7481 | 236 | 0.8632 | 0.6839 | 0.8632 | 0.9291 |
170
+ | No log | 1.7630 | 238 | 0.9172 | 0.6792 | 0.9172 | 0.9577 |
171
+ | No log | 1.7778 | 240 | 0.7551 | 0.6923 | 0.7551 | 0.8690 |
172
+ | No log | 1.7926 | 242 | 0.6474 | 0.7703 | 0.6474 | 0.8046 |
173
+ | No log | 1.8074 | 244 | 0.6889 | 0.7639 | 0.6889 | 0.8300 |
174
+ | No log | 1.8222 | 246 | 0.7176 | 0.7324 | 0.7176 | 0.8471 |
175
+ | No log | 1.8370 | 248 | 0.7013 | 0.6928 | 0.7013 | 0.8374 |
176
+ | No log | 1.8519 | 250 | 0.6184 | 0.7439 | 0.6184 | 0.7864 |
177
+ | No log | 1.8667 | 252 | 0.5728 | 0.775 | 0.5728 | 0.7568 |
178
+ | No log | 1.8815 | 254 | 0.5691 | 0.7898 | 0.5691 | 0.7544 |
179
+ | No log | 1.8963 | 256 | 0.6011 | 0.8235 | 0.6011 | 0.7753 |
180
+ | No log | 1.9111 | 258 | 0.6651 | 0.7397 | 0.6651 | 0.8155 |
181
+ | No log | 1.9259 | 260 | 0.7263 | 0.7101 | 0.7263 | 0.8523 |
182
+ | No log | 1.9407 | 262 | 0.8264 | 0.6906 | 0.8264 | 0.9091 |
183
+ | No log | 1.9556 | 264 | 0.8511 | 0.6383 | 0.8511 | 0.9226 |
184
+ | No log | 1.9704 | 266 | 0.7842 | 0.6620 | 0.7842 | 0.8856 |
185
+ | No log | 1.9852 | 268 | 0.7072 | 0.7432 | 0.7072 | 0.8410 |
186
+ | No log | 2.0 | 270 | 0.7428 | 0.7483 | 0.7428 | 0.8619 |
187
+ | No log | 2.0148 | 272 | 0.7069 | 0.7397 | 0.7069 | 0.8407 |
188
+ | No log | 2.0296 | 274 | 0.7200 | 0.7234 | 0.7200 | 0.8485 |
189
+ | No log | 2.0444 | 276 | 0.7869 | 0.6714 | 0.7869 | 0.8870 |
190
+ | No log | 2.0593 | 278 | 0.8697 | 0.6429 | 0.8697 | 0.9326 |
191
+ | No log | 2.0741 | 280 | 0.8388 | 0.6621 | 0.8388 | 0.9159 |
192
+ | No log | 2.0889 | 282 | 0.7600 | 0.7 | 0.7600 | 0.8718 |
193
+ | No log | 2.1037 | 284 | 0.7472 | 0.7 | 0.7472 | 0.8644 |
194
+ | No log | 2.1185 | 286 | 0.6706 | 0.75 | 0.6706 | 0.8189 |
195
+ | No log | 2.1333 | 288 | 0.5817 | 0.7785 | 0.5817 | 0.7627 |
196
+ | No log | 2.1481 | 290 | 0.5932 | 0.7843 | 0.5932 | 0.7702 |
197
+ | No log | 2.1630 | 292 | 0.7632 | 0.7407 | 0.7632 | 0.8736 |
198
+ | No log | 2.1778 | 294 | 0.7612 | 0.7578 | 0.7612 | 0.8724 |
199
+ | No log | 2.1926 | 296 | 0.6201 | 0.7397 | 0.6201 | 0.7875 |
200
+ | No log | 2.2074 | 298 | 0.5673 | 0.7838 | 0.5673 | 0.7532 |
201
+ | No log | 2.2222 | 300 | 0.5956 | 0.7917 | 0.5956 | 0.7717 |
202
+ | No log | 2.2370 | 302 | 0.6210 | 0.7606 | 0.6210 | 0.7881 |
203
+ | No log | 2.2519 | 304 | 0.7117 | 0.7183 | 0.7117 | 0.8436 |
204
+ | No log | 2.2667 | 306 | 0.9280 | 0.6707 | 0.9280 | 0.9633 |
205
+ | No log | 2.2815 | 308 | 0.9269 | 0.6744 | 0.9269 | 0.9627 |
206
+ | No log | 2.2963 | 310 | 0.7184 | 0.7134 | 0.7184 | 0.8476 |
207
+ | No log | 2.3111 | 312 | 0.6112 | 0.7901 | 0.6112 | 0.7818 |
208
+ | No log | 2.3259 | 314 | 0.6383 | 0.7746 | 0.6383 | 0.7989 |
209
+ | No log | 2.3407 | 316 | 0.7700 | 0.7143 | 0.7700 | 0.8775 |
210
+ | No log | 2.3556 | 318 | 0.7542 | 0.6993 | 0.7542 | 0.8684 |
211
+ | No log | 2.3704 | 320 | 0.7797 | 0.6901 | 0.7797 | 0.8830 |
212
+ | No log | 2.3852 | 322 | 0.7794 | 0.6806 | 0.7794 | 0.8828 |
213
+ | No log | 2.4 | 324 | 0.7577 | 0.6993 | 0.7577 | 0.8704 |
214
+ | No log | 2.4148 | 326 | 0.6504 | 0.7273 | 0.6504 | 0.8065 |
215
+ | No log | 2.4296 | 328 | 0.6202 | 0.7376 | 0.6202 | 0.7875 |
216
+ | No log | 2.4444 | 330 | 0.6567 | 0.7463 | 0.6567 | 0.8104 |
217
+ | No log | 2.4593 | 332 | 0.6986 | 0.7313 | 0.6986 | 0.8358 |
218
+ | No log | 2.4741 | 334 | 0.7371 | 0.6667 | 0.7371 | 0.8586 |
219
+ | No log | 2.4889 | 336 | 0.7389 | 0.6716 | 0.7389 | 0.8596 |
220
+ | No log | 2.5037 | 338 | 0.6506 | 0.7015 | 0.6506 | 0.8066 |
221
+ | No log | 2.5185 | 340 | 0.5797 | 0.7353 | 0.5797 | 0.7614 |
222
+ | No log | 2.5333 | 342 | 0.5637 | 0.7556 | 0.5637 | 0.7508 |
223
+ | No log | 2.5481 | 344 | 0.5853 | 0.7568 | 0.5853 | 0.7650 |
224
+ | No log | 2.5630 | 346 | 0.6733 | 0.7273 | 0.6733 | 0.8206 |
225
+ | No log | 2.5778 | 348 | 0.6631 | 0.7383 | 0.6631 | 0.8143 |
226
+ | No log | 2.5926 | 350 | 0.6070 | 0.7536 | 0.6070 | 0.7791 |
227
+ | No log | 2.6074 | 352 | 0.6347 | 0.7465 | 0.6347 | 0.7967 |
228
+ | No log | 2.6222 | 354 | 0.6740 | 0.7692 | 0.6740 | 0.8209 |
229
+ | No log | 2.6370 | 356 | 0.6170 | 0.7571 | 0.6170 | 0.7855 |
230
+ | No log | 2.6519 | 358 | 0.6325 | 0.7286 | 0.6325 | 0.7953 |
231
+ | No log | 2.6667 | 360 | 0.6375 | 0.7448 | 0.6375 | 0.7985 |
232
+ | No log | 2.6815 | 362 | 0.6192 | 0.7619 | 0.6192 | 0.7869 |
233
+ | No log | 2.6963 | 364 | 0.6720 | 0.7324 | 0.6720 | 0.8198 |
234
+ | No log | 2.7111 | 366 | 0.7472 | 0.6993 | 0.7472 | 0.8644 |
235
+ | No log | 2.7259 | 368 | 0.7930 | 0.6763 | 0.7930 | 0.8905 |
236
+ | No log | 2.7407 | 370 | 0.8236 | 0.6901 | 0.8236 | 0.9075 |
237
+ | No log | 2.7556 | 372 | 0.8377 | 0.6763 | 0.8377 | 0.9152 |
238
+ | No log | 2.7704 | 374 | 0.7612 | 0.7183 | 0.7612 | 0.8725 |
239
+ | No log | 2.7852 | 376 | 0.7188 | 0.7465 | 0.7188 | 0.8478 |
240
+ | No log | 2.8 | 378 | 0.7019 | 0.75 | 0.7019 | 0.8378 |
241
+ | No log | 2.8148 | 380 | 0.7014 | 0.7465 | 0.7014 | 0.8375 |
242
+ | No log | 2.8296 | 382 | 0.7493 | 0.7333 | 0.7493 | 0.8656 |
243
+ | No log | 2.8444 | 384 | 0.7393 | 0.7636 | 0.7393 | 0.8598 |
244
+ | No log | 2.8593 | 386 | 0.6599 | 0.8049 | 0.6599 | 0.8124 |
245
+ | No log | 2.8741 | 388 | 0.6421 | 0.8166 | 0.6421 | 0.8013 |
246
+ | No log | 2.8889 | 390 | 0.6139 | 0.7975 | 0.6139 | 0.7835 |
247
+ | No log | 2.9037 | 392 | 0.6457 | 0.7875 | 0.6457 | 0.8036 |
248
+ | No log | 2.9185 | 394 | 0.7614 | 0.7067 | 0.7614 | 0.8726 |
249
+ | No log | 2.9333 | 396 | 0.8127 | 0.6713 | 0.8127 | 0.9015 |
250
+ | No log | 2.9481 | 398 | 0.7720 | 0.7050 | 0.7720 | 0.8787 |
251
+ | No log | 2.9630 | 400 | 0.6987 | 0.7376 | 0.6987 | 0.8359 |
252
+ | No log | 2.9778 | 402 | 0.6678 | 0.7606 | 0.6678 | 0.8172 |
253
+ | No log | 2.9926 | 404 | 0.6327 | 0.7413 | 0.6327 | 0.7954 |
254
+ | No log | 3.0074 | 406 | 0.6120 | 0.7792 | 0.6120 | 0.7823 |
255
+ | No log | 3.0222 | 408 | 0.6344 | 0.7792 | 0.6344 | 0.7965 |
256
+ | No log | 3.0370 | 410 | 0.7226 | 0.7657 | 0.7226 | 0.8501 |
257
+ | No log | 3.0519 | 412 | 0.7057 | 0.7657 | 0.7057 | 0.8400 |
258
+ | No log | 3.0667 | 414 | 0.6136 | 0.8072 | 0.6136 | 0.7833 |
259
+ | No log | 3.0815 | 416 | 0.5917 | 0.7792 | 0.5917 | 0.7692 |
260
+ | No log | 3.0963 | 418 | 0.6087 | 0.8 | 0.6087 | 0.7802 |
261
+ | No log | 3.1111 | 420 | 0.6323 | 0.7785 | 0.6323 | 0.7951 |
262
+ | No log | 3.1259 | 422 | 0.6391 | 0.7724 | 0.6391 | 0.7995 |
263
+ | No log | 3.1407 | 424 | 0.6669 | 0.7429 | 0.6669 | 0.8166 |
264
+ | No log | 3.1556 | 426 | 0.6626 | 0.7429 | 0.6626 | 0.8140 |
265
+ | No log | 3.1704 | 428 | 0.5991 | 0.7785 | 0.5991 | 0.7740 |
266
+ | No log | 3.1852 | 430 | 0.5259 | 0.8026 | 0.5259 | 0.7252 |
267
+ | No log | 3.2 | 432 | 0.5792 | 0.7755 | 0.5792 | 0.7610 |
268
+ | No log | 3.2148 | 434 | 0.5286 | 0.8105 | 0.5286 | 0.7271 |
269
+ | No log | 3.2296 | 436 | 0.5394 | 0.8263 | 0.5394 | 0.7345 |
270
+ | No log | 3.2444 | 438 | 0.8613 | 0.7243 | 0.8613 | 0.9281 |
271
+ | No log | 3.2593 | 440 | 0.9753 | 0.7151 | 0.9753 | 0.9876 |
272
+ | No log | 3.2741 | 442 | 0.7919 | 0.6988 | 0.7919 | 0.8899 |
273
+ | No log | 3.2889 | 444 | 0.6106 | 0.7871 | 0.6106 | 0.7814 |
274
+ | No log | 3.3037 | 446 | 0.6532 | 0.7867 | 0.6532 | 0.8082 |
275
+ | No log | 3.3185 | 448 | 0.7119 | 0.7297 | 0.7119 | 0.8438 |
276
+ | No log | 3.3333 | 450 | 0.6736 | 0.7619 | 0.6736 | 0.8207 |
277
+ | No log | 3.3481 | 452 | 0.6463 | 0.7619 | 0.6463 | 0.8039 |
278
+ | No log | 3.3630 | 454 | 0.7938 | 0.6887 | 0.7938 | 0.8909 |
279
+ | No log | 3.3778 | 456 | 0.9957 | 0.6282 | 0.9957 | 0.9979 |
280
+ | No log | 3.3926 | 458 | 1.0058 | 0.6282 | 1.0058 | 1.0029 |
281
+ | No log | 3.4074 | 460 | 0.8571 | 0.6711 | 0.8571 | 0.9258 |
282
+ | No log | 3.4222 | 462 | 0.7333 | 0.7248 | 0.7333 | 0.8563 |
283
+ | No log | 3.4370 | 464 | 0.6852 | 0.7448 | 0.6852 | 0.8278 |
284
+ | No log | 3.4519 | 466 | 0.6950 | 0.7324 | 0.6950 | 0.8337 |
285
+ | No log | 3.4667 | 468 | 0.7293 | 0.7234 | 0.7293 | 0.8540 |
286
+ | No log | 3.4815 | 470 | 0.7666 | 0.7260 | 0.7666 | 0.8755 |
287
+ | No log | 3.4963 | 472 | 0.7499 | 0.7248 | 0.7499 | 0.8659 |
288
+ | No log | 3.5111 | 474 | 0.7424 | 0.7083 | 0.7424 | 0.8616 |
289
+ | No log | 3.5259 | 476 | 0.6997 | 0.7222 | 0.6997 | 0.8365 |
290
+ | No log | 3.5407 | 478 | 0.6850 | 0.7324 | 0.6850 | 0.8277 |
291
+ | No log | 3.5556 | 480 | 0.7419 | 0.7075 | 0.7419 | 0.8613 |
292
+ | No log | 3.5704 | 482 | 0.8193 | 0.7 | 0.8193 | 0.9051 |
293
+ | No log | 3.5852 | 484 | 0.8468 | 0.7 | 0.8468 | 0.9202 |
294
+ | No log | 3.6 | 486 | 0.7221 | 0.7320 | 0.7221 | 0.8497 |
295
+ | No log | 3.6148 | 488 | 0.6177 | 0.7536 | 0.6177 | 0.7860 |
296
+ | No log | 3.6296 | 490 | 0.6072 | 0.7626 | 0.6072 | 0.7792 |
297
+ | No log | 3.6444 | 492 | 0.5950 | 0.7714 | 0.5950 | 0.7714 |
298
+ | No log | 3.6593 | 494 | 0.6361 | 0.7586 | 0.6361 | 0.7975 |
299
+ | No log | 3.6741 | 496 | 0.8104 | 0.7006 | 0.8104 | 0.9002 |
300
+ | No log | 3.6889 | 498 | 0.8997 | 0.6667 | 0.8997 | 0.9485 |
301
+ | 0.4369 | 3.7037 | 500 | 0.8255 | 0.6879 | 0.8255 | 0.9086 |
302
+ | 0.4369 | 3.7185 | 502 | 0.6613 | 0.7432 | 0.6613 | 0.8132 |
303
+ | 0.4369 | 3.7333 | 504 | 0.5909 | 0.7947 | 0.5909 | 0.7687 |
304
+ | 0.4369 | 3.7481 | 506 | 0.5908 | 0.8026 | 0.5908 | 0.7686 |
305
+ | 0.4369 | 3.7630 | 508 | 0.6307 | 0.775 | 0.6307 | 0.7942 |
306
+ | 0.4369 | 3.7778 | 510 | 0.7066 | 0.7308 | 0.7066 | 0.8406 |
307
+ | 0.4369 | 3.7926 | 512 | 0.7690 | 0.7089 | 0.7690 | 0.8769 |
308
+ | 0.4369 | 3.8074 | 514 | 0.7229 | 0.7261 | 0.7229 | 0.8502 |
309
+ | 0.4369 | 3.8222 | 516 | 0.6507 | 0.7467 | 0.6507 | 0.8067 |
310
+ | 0.4369 | 3.8370 | 518 | 0.6159 | 0.7755 | 0.6159 | 0.7848 |
311
+ | 0.4369 | 3.8519 | 520 | 0.5827 | 0.8 | 0.5827 | 0.7634 |
312
+ | 0.4369 | 3.8667 | 522 | 0.5657 | 0.8 | 0.5657 | 0.7521 |
313
+ | 0.4369 | 3.8815 | 524 | 0.5621 | 0.7947 | 0.5621 | 0.7497 |
314
+ | 0.4369 | 3.8963 | 526 | 0.5638 | 0.7871 | 0.5638 | 0.7508 |
315
+ | 0.4369 | 3.9111 | 528 | 0.6174 | 0.7673 | 0.6174 | 0.7857 |
316
+ | 0.4369 | 3.9259 | 530 | 0.7814 | 0.7303 | 0.7814 | 0.8840 |
317
+ | 0.4369 | 3.9407 | 532 | 0.8597 | 0.7151 | 0.8597 | 0.9272 |
318
+ | 0.4369 | 3.9556 | 534 | 0.7841 | 0.7051 | 0.7841 | 0.8855 |
319
+ | 0.4369 | 3.9704 | 536 | 0.6775 | 0.7552 | 0.6775 | 0.8231 |
320
+ | 0.4369 | 3.9852 | 538 | 0.6430 | 0.7353 | 0.6430 | 0.8019 |
321
+ | 0.4369 | 4.0 | 540 | 0.6428 | 0.7482 | 0.6428 | 0.8017 |
322
+ | 0.4369 | 4.0148 | 542 | 0.6859 | 0.7059 | 0.6859 | 0.8282 |
323
+ | 0.4369 | 4.0296 | 544 | 0.7765 | 0.6763 | 0.7765 | 0.8812 |
324
+ | 0.4369 | 4.0444 | 546 | 0.8083 | 0.6143 | 0.8083 | 0.8990 |
325
+ | 0.4369 | 4.0593 | 548 | 0.8023 | 0.6569 | 0.8023 | 0.8957 |
326
+ | 0.4369 | 4.0741 | 550 | 0.7293 | 0.7286 | 0.7293 | 0.8540 |
327
+ | 0.4369 | 4.0889 | 552 | 0.7112 | 0.7639 | 0.7112 | 0.8433 |
328
+ | 0.4369 | 4.1037 | 554 | 0.7219 | 0.7606 | 0.7219 | 0.8496 |
329
+ | 0.4369 | 4.1185 | 556 | 0.7218 | 0.7246 | 0.7218 | 0.8496 |
330
+ | 0.4369 | 4.1333 | 558 | 0.7898 | 0.6957 | 0.7898 | 0.8887 |
331
+ | 0.4369 | 4.1481 | 560 | 0.8484 | 0.6286 | 0.8484 | 0.9211 |
332
+ | 0.4369 | 4.1630 | 562 | 0.8123 | 0.6714 | 0.8123 | 0.9013 |
333
+ | 0.4369 | 4.1778 | 564 | 0.7134 | 0.7083 | 0.7134 | 0.8446 |
334
+ | 0.4369 | 4.1926 | 566 | 0.6091 | 0.7733 | 0.6091 | 0.7804 |
335
+ | 0.4369 | 4.2074 | 568 | 0.5637 | 0.8077 | 0.5637 | 0.7508 |
336
+ | 0.4369 | 4.2222 | 570 | 0.5654 | 0.7898 | 0.5654 | 0.7519 |
337
+ | 0.4369 | 4.2370 | 572 | 0.5839 | 0.7898 | 0.5839 | 0.7642 |
338
+ | 0.4369 | 4.2519 | 574 | 0.6496 | 0.7763 | 0.6496 | 0.8060 |
339
+ | 0.4369 | 4.2667 | 576 | 0.7127 | 0.6974 | 0.7127 | 0.8442 |
340
+ | 0.4369 | 4.2815 | 578 | 0.7136 | 0.6712 | 0.7136 | 0.8448 |
341
+ | 0.4369 | 4.2963 | 580 | 0.7083 | 0.6767 | 0.7083 | 0.8416 |
342
+ | 0.4369 | 4.3111 | 582 | 0.6704 | 0.7153 | 0.6704 | 0.8188 |
343
+ | 0.4369 | 4.3259 | 584 | 0.6676 | 0.7445 | 0.6676 | 0.8171 |
344
+ | 0.4369 | 4.3407 | 586 | 0.6841 | 0.7429 | 0.6841 | 0.8271 |
345
+ | 0.4369 | 4.3556 | 588 | 0.6929 | 0.7259 | 0.6929 | 0.8324 |
346
+ | 0.4369 | 4.3704 | 590 | 0.6934 | 0.7259 | 0.6934 | 0.8327 |
347
+ | 0.4369 | 4.3852 | 592 | 0.6915 | 0.7353 | 0.6915 | 0.8315 |
348
+ | 0.4369 | 4.4 | 594 | 0.7119 | 0.7050 | 0.7119 | 0.8438 |
349
+ | 0.4369 | 4.4148 | 596 | 0.7524 | 0.7383 | 0.7524 | 0.8674 |
350
+ | 0.4369 | 4.4296 | 598 | 0.7357 | 0.7467 | 0.7357 | 0.8577 |
351
+ | 0.4369 | 4.4444 | 600 | 0.7084 | 0.7484 | 0.7084 | 0.8417 |
352
+ | 0.4369 | 4.4593 | 602 | 0.6835 | 0.7662 | 0.6835 | 0.8267 |
353
+ | 0.4369 | 4.4741 | 604 | 0.7242 | 0.7075 | 0.7242 | 0.8510 |
354
+ | 0.4369 | 4.4889 | 606 | 0.8236 | 0.6667 | 0.8236 | 0.9075 |
355
+ | 0.4369 | 4.5037 | 608 | 0.8074 | 0.6857 | 0.8074 | 0.8986 |
356
+ | 0.4369 | 4.5185 | 610 | 0.7379 | 0.7015 | 0.7379 | 0.8590 |
357
+ | 0.4369 | 4.5333 | 612 | 0.6936 | 0.7068 | 0.6936 | 0.8328 |
358
+ | 0.4369 | 4.5481 | 614 | 0.6492 | 0.7164 | 0.6492 | 0.8057 |
359
+ | 0.4369 | 4.5630 | 616 | 0.6326 | 0.7246 | 0.6326 | 0.7954 |
360
+ | 0.4369 | 4.5778 | 618 | 0.6414 | 0.7586 | 0.6414 | 0.8009 |
361
+ | 0.4369 | 4.5926 | 620 | 0.6765 | 0.7651 | 0.6765 | 0.8225 |
362
+ | 0.4369 | 4.6074 | 622 | 0.7263 | 0.6939 | 0.7263 | 0.8523 |
363
+ | 0.4369 | 4.6222 | 624 | 0.7563 | 0.6667 | 0.7563 | 0.8696 |
364
+ | 0.4369 | 4.6370 | 626 | 0.7904 | 0.6667 | 0.7904 | 0.8890 |
365
+ | 0.4369 | 4.6519 | 628 | 0.8153 | 0.6434 | 0.8153 | 0.9030 |
366
+ | 0.4369 | 4.6667 | 630 | 0.7695 | 0.6569 | 0.7695 | 0.8772 |
367
+ | 0.4369 | 4.6815 | 632 | 0.7603 | 0.7015 | 0.7603 | 0.8720 |
368
+ | 0.4369 | 4.6963 | 634 | 0.7567 | 0.6767 | 0.7567 | 0.8699 |
369
+ | 0.4369 | 4.7111 | 636 | 0.7357 | 0.7015 | 0.7357 | 0.8578 |
370
+ | 0.4369 | 4.7259 | 638 | 0.7121 | 0.7059 | 0.7121 | 0.8439 |
371
+ | 0.4369 | 4.7407 | 640 | 0.7488 | 0.7248 | 0.7488 | 0.8654 |
372
+ | 0.4369 | 4.7556 | 642 | 0.7775 | 0.7285 | 0.7775 | 0.8818 |
373
+ | 0.4369 | 4.7704 | 644 | 0.7326 | 0.7368 | 0.7326 | 0.8559 |
374
+ | 0.4369 | 4.7852 | 646 | 0.6457 | 0.7651 | 0.6457 | 0.8036 |
375
+ | 0.4369 | 4.8 | 648 | 0.6231 | 0.7703 | 0.6231 | 0.7894 |
376
+ | 0.4369 | 4.8148 | 650 | 0.6286 | 0.7703 | 0.6286 | 0.7929 |
377
+ | 0.4369 | 4.8296 | 652 | 0.6687 | 0.7448 | 0.6687 | 0.8177 |
378
+ | 0.4369 | 4.8444 | 654 | 0.7723 | 0.6892 | 0.7723 | 0.8788 |
379
+ | 0.4369 | 4.8593 | 656 | 0.9167 | 0.7006 | 0.9167 | 0.9575 |
380
+ | 0.4369 | 4.8741 | 658 | 0.8982 | 0.6757 | 0.8982 | 0.9478 |
381
+ | 0.4369 | 4.8889 | 660 | 0.8013 | 0.6567 | 0.8013 | 0.8952 |
382
+ | 0.4369 | 4.9037 | 662 | 0.7684 | 0.6818 | 0.7684 | 0.8766 |
383
+ | 0.4369 | 4.9185 | 664 | 0.7334 | 0.6970 | 0.7334 | 0.8564 |
384
+ | 0.4369 | 4.9333 | 666 | 0.7050 | 0.7407 | 0.7050 | 0.8396 |
385
+ | 0.4369 | 4.9481 | 668 | 0.6737 | 0.7651 | 0.6737 | 0.8208 |
386
+ | 0.4369 | 4.9630 | 670 | 0.6807 | 0.7582 | 0.6807 | 0.8250 |
387
+ | 0.4369 | 4.9778 | 672 | 0.7013 | 0.7613 | 0.7013 | 0.8374 |
388
+ | 0.4369 | 4.9926 | 674 | 0.7032 | 0.7383 | 0.7032 | 0.8385 |
389
+ | 0.4369 | 5.0074 | 676 | 0.7091 | 0.7397 | 0.7091 | 0.8421 |
390
+ | 0.4369 | 5.0222 | 678 | 0.7176 | 0.7234 | 0.7176 | 0.8471 |
391
+ | 0.4369 | 5.0370 | 680 | 0.6809 | 0.7429 | 0.6809 | 0.8251 |
392
+ | 0.4369 | 5.0519 | 682 | 0.6843 | 0.7391 | 0.6843 | 0.8272 |
393
+ | 0.4369 | 5.0667 | 684 | 0.7176 | 0.7153 | 0.7176 | 0.8471 |
394
+ | 0.4369 | 5.0815 | 686 | 0.7714 | 0.6519 | 0.7714 | 0.8783 |
395
+ | 0.4369 | 5.0963 | 688 | 0.8905 | 0.6713 | 0.8905 | 0.9436 |
396
+ | 0.4369 | 5.1111 | 690 | 1.0220 | 0.6424 | 1.0220 | 1.0109 |
397
+ | 0.4369 | 5.1259 | 692 | 1.0362 | 0.6548 | 1.0362 | 1.0180 |
398
+ | 0.4369 | 5.1407 | 694 | 0.9071 | 0.6711 | 0.9071 | 0.9524 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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400
 
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  ### Framework versions