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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k12_task5_organization

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Training in progress, step 500

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  1. README.md +335 -285
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k12_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k12_task5_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: 1.0368
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- - Qwk: 0.2216
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- - Mse: 1.0368
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- - Rmse: 1.0182
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  ## Model description
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@@ -49,285 +49,335 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0541 | 2 | 4.0064 | -0.0254 | 4.0064 | 2.0016 |
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- | No log | 0.1081 | 4 | 2.4140 | -0.0040 | 2.4140 | 1.5537 |
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- | No log | 0.1622 | 6 | 1.8183 | 0.0323 | 1.8183 | 1.3485 |
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- | No log | 0.2162 | 8 | 1.1573 | 0.2391 | 1.1573 | 1.0758 |
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- | No log | 0.2703 | 10 | 1.3307 | 0.0374 | 1.3307 | 1.1536 |
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- | No log | 0.3243 | 12 | 1.3369 | -0.0245 | 1.3369 | 1.1562 |
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- | No log | 0.3784 | 14 | 1.3122 | -0.0477 | 1.3122 | 1.1455 |
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- | No log | 0.4324 | 16 | 1.3545 | -0.0148 | 1.3545 | 1.1638 |
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- | No log | 0.4865 | 18 | 1.4138 | 0.0 | 1.4138 | 1.1890 |
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- | No log | 0.5405 | 20 | 1.4474 | 0.0 | 1.4474 | 1.2031 |
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- | No log | 0.5946 | 22 | 1.3517 | 0.0 | 1.3517 | 1.1626 |
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- | No log | 0.6486 | 24 | 1.3393 | 0.0 | 1.3393 | 1.1573 |
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- | No log | 0.7027 | 26 | 1.3300 | 0.0143 | 1.3300 | 1.1533 |
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- | No log | 0.7568 | 28 | 1.4032 | 0.0981 | 1.4032 | 1.1846 |
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- | No log | 0.8108 | 30 | 1.6155 | 0.1019 | 1.6155 | 1.2710 |
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- | No log | 0.8649 | 32 | 1.7923 | 0.0727 | 1.7923 | 1.3388 |
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- | No log | 0.9189 | 34 | 1.5407 | 0.1182 | 1.5407 | 1.2413 |
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- | No log | 0.9730 | 36 | 1.2716 | 0.0996 | 1.2716 | 1.1277 |
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- | No log | 1.0270 | 38 | 1.2214 | 0.1645 | 1.2214 | 1.1052 |
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- | No log | 1.0811 | 40 | 1.2623 | 0.0466 | 1.2623 | 1.1235 |
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- | No log | 1.1351 | 42 | 1.4075 | 0.0 | 1.4075 | 1.1864 |
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- | No log | 1.1892 | 44 | 1.6220 | 0.0143 | 1.6220 | 1.2736 |
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- | No log | 1.2432 | 46 | 1.6931 | 0.0651 | 1.6931 | 1.3012 |
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- | No log | 1.2973 | 48 | 1.4814 | -0.0411 | 1.4814 | 1.2171 |
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- | No log | 1.3514 | 50 | 1.3386 | 0.0731 | 1.3386 | 1.1570 |
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- | No log | 1.4054 | 52 | 1.2366 | 0.1471 | 1.2366 | 1.1120 |
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- | No log | 1.4595 | 54 | 1.1890 | 0.2074 | 1.1890 | 1.0904 |
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- | No log | 1.5135 | 56 | 1.1009 | 0.2217 | 1.1009 | 1.0492 |
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- | No log | 1.5676 | 58 | 1.1294 | 0.1603 | 1.1294 | 1.0627 |
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- | No log | 1.6216 | 60 | 1.3113 | 0.1205 | 1.3113 | 1.1451 |
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- | No log | 1.6757 | 62 | 1.3615 | 0.0170 | 1.3615 | 1.1668 |
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- | No log | 1.7297 | 64 | 1.3688 | 0.0568 | 1.3688 | 1.1699 |
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- | No log | 1.7838 | 66 | 1.2364 | 0.0880 | 1.2364 | 1.1119 |
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- | No log | 1.8378 | 68 | 1.2885 | 0.1173 | 1.2885 | 1.1351 |
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- | No log | 1.8919 | 70 | 1.4171 | 0.1536 | 1.4171 | 1.1904 |
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- | No log | 1.9459 | 72 | 1.2872 | 0.1144 | 1.2872 | 1.1346 |
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- | No log | 2.0 | 74 | 1.1580 | 0.1482 | 1.1580 | 1.0761 |
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- | No log | 2.0541 | 76 | 1.2455 | 0.1379 | 1.2455 | 1.1160 |
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- | No log | 2.1081 | 78 | 1.3302 | 0.2015 | 1.3302 | 1.1533 |
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- | No log | 2.1622 | 80 | 1.5783 | 0.0810 | 1.5783 | 1.2563 |
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- | No log | 2.2162 | 82 | 1.4723 | 0.2021 | 1.4723 | 1.2134 |
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- | No log | 2.2703 | 84 | 1.1931 | 0.1119 | 1.1931 | 1.0923 |
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- | No log | 2.3243 | 86 | 1.0472 | 0.2591 | 1.0472 | 1.0233 |
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- | No log | 2.3784 | 88 | 1.0425 | 0.2643 | 1.0425 | 1.0210 |
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- | No log | 2.4324 | 90 | 1.0118 | 0.3326 | 1.0118 | 1.0059 |
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- | No log | 2.4865 | 92 | 0.9646 | 0.3094 | 0.9646 | 0.9821 |
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- | No log | 2.5405 | 94 | 0.9965 | 0.1454 | 0.9965 | 0.9982 |
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- | No log | 2.5946 | 96 | 1.0412 | 0.1297 | 1.0412 | 1.0204 |
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- | No log | 2.6486 | 98 | 1.0474 | 0.2268 | 1.0474 | 1.0234 |
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- | No log | 2.7027 | 100 | 1.0250 | 0.3200 | 1.0250 | 1.0124 |
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- | No log | 2.7568 | 102 | 1.0099 | 0.3084 | 1.0099 | 1.0049 |
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- | No log | 2.8108 | 104 | 0.9479 | 0.3852 | 0.9479 | 0.9736 |
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- | No log | 2.8649 | 106 | 0.8653 | 0.3408 | 0.8653 | 0.9302 |
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- | No log | 2.9189 | 108 | 0.8457 | 0.4854 | 0.8457 | 0.9196 |
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- | No log | 2.9730 | 110 | 0.8324 | 0.4617 | 0.8324 | 0.9123 |
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- | No log | 3.0270 | 112 | 0.8258 | 0.5395 | 0.8258 | 0.9087 |
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- | No log | 3.0811 | 114 | 0.8054 | 0.4988 | 0.8054 | 0.8974 |
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- | No log | 3.1351 | 116 | 0.8027 | 0.4434 | 0.8027 | 0.8959 |
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- | No log | 3.1892 | 118 | 0.8035 | 0.4499 | 0.8035 | 0.8964 |
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- | No log | 3.2432 | 120 | 0.9001 | 0.4250 | 0.9001 | 0.9487 |
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- | No log | 3.2973 | 122 | 0.8513 | 0.3777 | 0.8513 | 0.9227 |
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- | No log | 3.3514 | 124 | 0.8475 | 0.4086 | 0.8475 | 0.9206 |
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- | No log | 3.4054 | 126 | 0.8146 | 0.3998 | 0.8146 | 0.9025 |
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- | No log | 3.4595 | 128 | 0.8090 | 0.4990 | 0.8090 | 0.8994 |
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- | No log | 3.5135 | 130 | 0.7850 | 0.4466 | 0.7850 | 0.8860 |
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- | No log | 3.5676 | 132 | 0.8571 | 0.3611 | 0.8571 | 0.9258 |
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- | No log | 3.6216 | 134 | 0.9452 | 0.4094 | 0.9452 | 0.9722 |
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- | No log | 3.6757 | 136 | 0.9179 | 0.4592 | 0.9179 | 0.9581 |
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- | No log | 3.7297 | 138 | 0.8690 | 0.4662 | 0.8690 | 0.9322 |
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- | No log | 3.7838 | 140 | 0.8941 | 0.4647 | 0.8941 | 0.9456 |
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- | No log | 3.8378 | 142 | 0.9172 | 0.4454 | 0.9172 | 0.9577 |
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- | No log | 3.8919 | 144 | 0.9211 | 0.4794 | 0.9211 | 0.9598 |
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- | No log | 3.9459 | 146 | 0.9596 | 0.4362 | 0.9596 | 0.9796 |
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- | No log | 4.0 | 148 | 1.0790 | 0.3490 | 1.0790 | 1.0388 |
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- | No log | 4.0541 | 150 | 0.9965 | 0.4422 | 0.9965 | 0.9983 |
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- | No log | 4.1081 | 152 | 0.9988 | 0.3990 | 0.9988 | 0.9994 |
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- | No log | 4.1622 | 154 | 1.0579 | 0.3512 | 1.0579 | 1.0285 |
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- | No log | 4.2162 | 156 | 1.0127 | 0.3601 | 1.0127 | 1.0063 |
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- | No log | 4.2703 | 158 | 0.9390 | 0.4059 | 0.9390 | 0.9690 |
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- | No log | 4.3243 | 160 | 0.9283 | 0.4133 | 0.9283 | 0.9635 |
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- | No log | 4.3784 | 162 | 0.9605 | 0.3474 | 0.9605 | 0.9801 |
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- | No log | 4.4324 | 164 | 1.0591 | 0.2705 | 1.0591 | 1.0291 |
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- | No log | 4.4865 | 166 | 1.1497 | 0.3256 | 1.1497 | 1.0722 |
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- | No log | 4.5405 | 168 | 1.0994 | 0.3156 | 1.0994 | 1.0485 |
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- | No log | 4.5946 | 170 | 1.0397 | 0.3063 | 1.0397 | 1.0196 |
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- | No log | 4.6486 | 172 | 1.0199 | 0.3264 | 1.0199 | 1.0099 |
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- | No log | 4.7027 | 174 | 1.0118 | 0.3802 | 1.0118 | 1.0059 |
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- | No log | 4.7568 | 176 | 1.0938 | 0.3134 | 1.0938 | 1.0459 |
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- | No log | 4.8108 | 178 | 1.1561 | 0.2347 | 1.1561 | 1.0752 |
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- | No log | 4.8649 | 180 | 1.1972 | 0.2347 | 1.1972 | 1.0942 |
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- | No log | 4.9189 | 182 | 1.1673 | 0.2397 | 1.1673 | 1.0804 |
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- | No log | 4.9730 | 184 | 0.9930 | 0.3725 | 0.9930 | 0.9965 |
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- | No log | 5.0270 | 186 | 0.9502 | 0.3194 | 0.9502 | 0.9748 |
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- | No log | 5.0811 | 188 | 0.9876 | 0.3306 | 0.9876 | 0.9938 |
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- | No log | 5.1351 | 190 | 0.9930 | 0.3188 | 0.9930 | 0.9965 |
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- | No log | 5.1892 | 192 | 1.0588 | 0.2909 | 1.0588 | 1.0290 |
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- | No log | 5.2432 | 194 | 1.0738 | 0.2600 | 1.0738 | 1.0362 |
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- | No log | 5.2973 | 196 | 1.0379 | 0.2742 | 1.0379 | 1.0188 |
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- | No log | 5.3514 | 198 | 1.0421 | 0.2812 | 1.0421 | 1.0209 |
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- | No log | 5.4054 | 200 | 1.0502 | 0.3052 | 1.0502 | 1.0248 |
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- | No log | 5.4595 | 202 | 1.0821 | 0.2986 | 1.0821 | 1.0403 |
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- | No log | 5.5135 | 204 | 1.1387 | 0.3567 | 1.1387 | 1.0671 |
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- | No log | 5.5676 | 206 | 1.1026 | 0.3535 | 1.1026 | 1.0500 |
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- | No log | 5.6216 | 208 | 1.0515 | 0.3052 | 1.0515 | 1.0254 |
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- | No log | 5.6757 | 210 | 1.0525 | 0.2910 | 1.0525 | 1.0259 |
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- | No log | 5.7297 | 212 | 1.0850 | 0.2651 | 1.0850 | 1.0416 |
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- | No log | 5.7838 | 214 | 1.0706 | 0.2951 | 1.0706 | 1.0347 |
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- | No log | 5.8378 | 216 | 1.0487 | 0.2556 | 1.0487 | 1.0241 |
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- | No log | 5.8919 | 218 | 1.0749 | 0.3771 | 1.0749 | 1.0368 |
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- | No log | 5.9459 | 220 | 1.1100 | 0.3897 | 1.1100 | 1.0536 |
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- | No log | 6.0 | 222 | 1.1391 | 0.3753 | 1.1391 | 1.0673 |
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- | No log | 6.0541 | 224 | 1.1006 | 0.4468 | 1.1006 | 1.0491 |
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- | No log | 6.1081 | 226 | 0.9874 | 0.3897 | 0.9874 | 0.9937 |
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- | No log | 6.1622 | 228 | 0.9833 | 0.4738 | 0.9833 | 0.9916 |
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- | No log | 6.2162 | 230 | 1.0435 | 0.4270 | 1.0435 | 1.0215 |
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- | No log | 6.2703 | 232 | 1.0316 | 0.3897 | 1.0316 | 1.0157 |
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- | No log | 6.3243 | 234 | 1.0115 | 0.3510 | 1.0115 | 1.0057 |
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- | No log | 6.3784 | 236 | 1.1265 | 0.3812 | 1.1265 | 1.0614 |
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- | No log | 6.4324 | 238 | 1.3684 | 0.3101 | 1.3684 | 1.1698 |
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- | No log | 6.4865 | 240 | 1.3432 | 0.3377 | 1.3432 | 1.1590 |
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- | No log | 6.5405 | 242 | 1.1583 | 0.3427 | 1.1583 | 1.0762 |
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- | No log | 6.5946 | 244 | 1.0433 | 0.2393 | 1.0433 | 1.0214 |
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- | No log | 6.6486 | 246 | 1.0278 | 0.1657 | 1.0278 | 1.0138 |
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- | No log | 6.7027 | 248 | 1.0784 | 0.2865 | 1.0784 | 1.0385 |
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- | No log | 6.7568 | 250 | 1.0766 | 0.2865 | 1.0766 | 1.0376 |
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- | No log | 6.8108 | 252 | 1.0127 | 0.2553 | 1.0127 | 1.0063 |
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- | No log | 6.8649 | 254 | 0.9798 | 0.2865 | 0.9798 | 0.9899 |
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- | No log | 6.9189 | 256 | 1.0618 | 0.4326 | 1.0618 | 1.0304 |
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- | No log | 6.9730 | 258 | 1.0811 | 0.3953 | 1.0811 | 1.0397 |
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- | No log | 7.0270 | 260 | 0.9651 | 0.2416 | 0.9651 | 0.9824 |
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- | No log | 7.0811 | 262 | 0.8899 | 0.3198 | 0.8899 | 0.9434 |
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- | No log | 7.1351 | 264 | 0.8767 | 0.2944 | 0.8767 | 0.9363 |
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- | No log | 7.1892 | 266 | 0.9129 | 0.2873 | 0.9129 | 0.9555 |
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- | No log | 7.2432 | 268 | 0.9600 | 0.4326 | 0.9600 | 0.9798 |
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- | No log | 7.2973 | 270 | 1.0528 | 0.4148 | 1.0528 | 1.0261 |
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- | No log | 7.3514 | 272 | 1.1761 | 0.3580 | 1.1761 | 1.0845 |
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- | No log | 7.4054 | 274 | 1.1747 | 0.3490 | 1.1747 | 1.0838 |
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- | No log | 7.4595 | 276 | 1.2836 | 0.3600 | 1.2836 | 1.1330 |
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- | No log | 7.5135 | 278 | 1.3935 | 0.3517 | 1.3935 | 1.1805 |
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- | No log | 7.5676 | 280 | 1.2852 | 0.3600 | 1.2852 | 1.1336 |
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- | No log | 7.6216 | 282 | 1.0316 | 0.3204 | 1.0316 | 1.0157 |
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- | No log | 7.6757 | 284 | 0.9050 | 0.3878 | 0.9050 | 0.9513 |
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- | No log | 7.7297 | 286 | 0.8984 | 0.3485 | 0.8984 | 0.9478 |
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- | No log | 7.7838 | 288 | 0.9171 | 0.2965 | 0.9171 | 0.9576 |
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- | No log | 7.8378 | 290 | 0.9235 | 0.3424 | 0.9235 | 0.9610 |
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- | No log | 7.8919 | 292 | 0.9396 | 0.3483 | 0.9396 | 0.9693 |
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- | No log | 7.9459 | 294 | 0.9219 | 0.3840 | 0.9219 | 0.9602 |
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- | No log | 8.0 | 296 | 0.9166 | 0.3840 | 0.9166 | 0.9574 |
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- | No log | 8.0541 | 298 | 0.8954 | 0.2765 | 0.8954 | 0.9463 |
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- | No log | 8.1081 | 300 | 0.8832 | 0.3505 | 0.8832 | 0.9398 |
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- | No log | 8.1622 | 302 | 0.9373 | 0.4836 | 0.9373 | 0.9681 |
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- | No log | 8.2162 | 304 | 1.1113 | 0.3984 | 1.1113 | 1.0542 |
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- | No log | 8.2703 | 306 | 1.1113 | 0.4064 | 1.1113 | 1.0542 |
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- | No log | 8.3243 | 308 | 0.9500 | 0.4573 | 0.9500 | 0.9747 |
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- | No log | 8.3784 | 310 | 0.8647 | 0.3172 | 0.8647 | 0.9299 |
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- | No log | 8.4324 | 312 | 0.8574 | 0.2888 | 0.8574 | 0.9260 |
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- | No log | 8.4865 | 314 | 0.8599 | 0.3052 | 0.8599 | 0.9273 |
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- | No log | 8.5405 | 316 | 0.9152 | 0.4318 | 0.9152 | 0.9567 |
210
- | No log | 8.5946 | 318 | 0.9952 | 0.4783 | 0.9952 | 0.9976 |
211
- | No log | 8.6486 | 320 | 0.9924 | 0.4783 | 0.9924 | 0.9962 |
212
- | No log | 8.7027 | 322 | 0.9379 | 0.4921 | 0.9379 | 0.9685 |
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- | No log | 8.7568 | 324 | 0.9154 | 0.4511 | 0.9154 | 0.9568 |
214
- | No log | 8.8108 | 326 | 0.9618 | 0.4938 | 0.9618 | 0.9807 |
215
- | No log | 8.8649 | 328 | 1.0452 | 0.4191 | 1.0452 | 1.0223 |
216
- | No log | 8.9189 | 330 | 1.0094 | 0.5098 | 1.0094 | 1.0047 |
217
- | No log | 8.9730 | 332 | 0.9098 | 0.3860 | 0.9098 | 0.9538 |
218
- | No log | 9.0270 | 334 | 0.8817 | 0.2351 | 0.8817 | 0.9390 |
219
- | No log | 9.0811 | 336 | 0.8990 | 0.2921 | 0.8990 | 0.9481 |
220
- | No log | 9.1351 | 338 | 0.9539 | 0.3523 | 0.9539 | 0.9767 |
221
- | No log | 9.1892 | 340 | 1.0422 | 0.3699 | 1.0422 | 1.0209 |
222
- | No log | 9.2432 | 342 | 1.0260 | 0.3480 | 1.0260 | 1.0129 |
223
- | No log | 9.2973 | 344 | 0.9793 | 0.4231 | 0.9793 | 0.9896 |
224
- | No log | 9.3514 | 346 | 1.0410 | 0.3542 | 1.0410 | 1.0203 |
225
- | No log | 9.4054 | 348 | 1.2016 | 0.3401 | 1.2016 | 1.0962 |
226
- | No log | 9.4595 | 350 | 1.1969 | 0.3401 | 1.1969 | 1.0940 |
227
- | No log | 9.5135 | 352 | 1.0961 | 0.3361 | 1.0961 | 1.0470 |
228
- | No log | 9.5676 | 354 | 1.0378 | 0.3602 | 1.0378 | 1.0187 |
229
- | No log | 9.6216 | 356 | 1.0283 | 0.2605 | 1.0283 | 1.0141 |
230
- | No log | 9.6757 | 358 | 1.0568 | 0.2464 | 1.0568 | 1.0280 |
231
- | No log | 9.7297 | 360 | 1.0257 | 0.2605 | 1.0257 | 1.0128 |
232
- | No log | 9.7838 | 362 | 1.0194 | 0.3161 | 1.0194 | 1.0097 |
233
- | No log | 9.8378 | 364 | 1.0695 | 0.3608 | 1.0695 | 1.0342 |
234
- | No log | 9.8919 | 366 | 1.0594 | 0.3735 | 1.0594 | 1.0293 |
235
- | No log | 9.9459 | 368 | 1.0900 | 0.3756 | 1.0900 | 1.0441 |
236
- | No log | 10.0 | 370 | 1.0659 | 0.3463 | 1.0659 | 1.0324 |
237
- | No log | 10.0541 | 372 | 1.0685 | 0.3418 | 1.0685 | 1.0337 |
238
- | No log | 10.1081 | 374 | 1.0955 | 0.3775 | 1.0955 | 1.0466 |
239
- | No log | 10.1622 | 376 | 1.0181 | 0.3844 | 1.0181 | 1.0090 |
240
- | No log | 10.2162 | 378 | 0.9652 | 0.2909 | 0.9652 | 0.9825 |
241
- | No log | 10.2703 | 380 | 0.9360 | 0.3414 | 0.9360 | 0.9675 |
242
- | No log | 10.3243 | 382 | 0.9424 | 0.2986 | 0.9424 | 0.9708 |
243
- | No log | 10.3784 | 384 | 0.9213 | 0.3030 | 0.9213 | 0.9598 |
244
- | No log | 10.4324 | 386 | 0.9302 | 0.4344 | 0.9302 | 0.9645 |
245
- | No log | 10.4865 | 388 | 1.0114 | 0.4681 | 1.0114 | 1.0057 |
246
- | No log | 10.5405 | 390 | 1.1714 | 0.3627 | 1.1714 | 1.0823 |
247
- | No log | 10.5946 | 392 | 1.1302 | 0.4025 | 1.1302 | 1.0631 |
248
- | No log | 10.6486 | 394 | 0.9987 | 0.4334 | 0.9987 | 0.9993 |
249
- | No log | 10.7027 | 396 | 0.9292 | 0.2376 | 0.9292 | 0.9639 |
250
- | No log | 10.7568 | 398 | 0.9293 | 0.2667 | 0.9293 | 0.9640 |
251
- | No log | 10.8108 | 400 | 0.9296 | 0.2265 | 0.9296 | 0.9642 |
252
- | No log | 10.8649 | 402 | 0.9987 | 0.3222 | 0.9987 | 0.9993 |
253
- | No log | 10.9189 | 404 | 1.0777 | 0.3984 | 1.0777 | 1.0381 |
254
- | No log | 10.9730 | 406 | 1.0783 | 0.4038 | 1.0783 | 1.0384 |
255
- | No log | 11.0270 | 408 | 1.0468 | 0.4172 | 1.0468 | 1.0231 |
256
- | No log | 11.0811 | 410 | 0.9811 | 0.4807 | 0.9811 | 0.9905 |
257
- | No log | 11.1351 | 412 | 1.0086 | 0.4807 | 1.0086 | 1.0043 |
258
- | No log | 11.1892 | 414 | 1.0881 | 0.3847 | 1.0881 | 1.0431 |
259
- | No log | 11.2432 | 416 | 1.0940 | 0.3305 | 1.0940 | 1.0459 |
260
- | No log | 11.2973 | 418 | 1.0257 | 0.3330 | 1.0257 | 1.0128 |
261
- | No log | 11.3514 | 420 | 0.9980 | 0.3182 | 0.9980 | 0.9990 |
262
- | No log | 11.4054 | 422 | 1.0055 | 0.3463 | 1.0055 | 1.0028 |
263
- | No log | 11.4595 | 424 | 0.9935 | 0.3621 | 0.9935 | 0.9968 |
264
- | No log | 11.5135 | 426 | 0.9741 | 0.4020 | 0.9741 | 0.9870 |
265
- | No log | 11.5676 | 428 | 0.9599 | 0.4350 | 0.9599 | 0.9797 |
266
- | No log | 11.6216 | 430 | 0.9457 | 0.3958 | 0.9457 | 0.9725 |
267
- | No log | 11.6757 | 432 | 0.9229 | 0.3821 | 0.9229 | 0.9607 |
268
- | No log | 11.7297 | 434 | 0.9067 | 0.3702 | 0.9067 | 0.9522 |
269
- | No log | 11.7838 | 436 | 0.9029 | 0.3209 | 0.9029 | 0.9502 |
270
- | No log | 11.8378 | 438 | 0.9260 | 0.3583 | 0.9260 | 0.9623 |
271
- | No log | 11.8919 | 440 | 1.0036 | 0.4123 | 1.0036 | 1.0018 |
272
- | No log | 11.9459 | 442 | 1.0605 | 0.4016 | 1.0605 | 1.0298 |
273
- | No log | 12.0 | 444 | 1.0587 | 0.4356 | 1.0587 | 1.0289 |
274
- | No log | 12.0541 | 446 | 1.0619 | 0.4253 | 1.0619 | 1.0305 |
275
- | No log | 12.1081 | 448 | 1.0107 | 0.4082 | 1.0107 | 1.0053 |
276
- | No log | 12.1622 | 450 | 1.0190 | 0.3739 | 1.0190 | 1.0094 |
277
- | No log | 12.2162 | 452 | 1.0497 | 0.3654 | 1.0497 | 1.0246 |
278
- | No log | 12.2703 | 454 | 1.1085 | 0.3969 | 1.1085 | 1.0529 |
279
- | No log | 12.3243 | 456 | 1.0710 | 0.3654 | 1.0710 | 1.0349 |
280
- | No log | 12.3784 | 458 | 1.0182 | 0.1629 | 1.0182 | 1.0091 |
281
- | No log | 12.4324 | 460 | 1.0031 | 0.1685 | 1.0031 | 1.0016 |
282
- | No log | 12.4865 | 462 | 1.0318 | 0.1629 | 1.0318 | 1.0158 |
283
- | No log | 12.5405 | 464 | 1.0492 | 0.3318 | 1.0492 | 1.0243 |
284
- | No log | 12.5946 | 466 | 1.0580 | 0.2047 | 1.0580 | 1.0286 |
285
- | No log | 12.6486 | 468 | 1.0302 | 0.2449 | 1.0302 | 1.0150 |
286
- | No log | 12.7027 | 470 | 1.0342 | 0.2204 | 1.0342 | 1.0169 |
287
- | No log | 12.7568 | 472 | 1.0632 | 0.2360 | 1.0632 | 1.0311 |
288
- | No log | 12.8108 | 474 | 1.0764 | 0.2360 | 1.0764 | 1.0375 |
289
- | No log | 12.8649 | 476 | 1.0928 | 0.2019 | 1.0928 | 1.0454 |
290
- | No log | 12.9189 | 478 | 1.1395 | 0.2520 | 1.1395 | 1.0675 |
291
- | No log | 12.9730 | 480 | 1.1230 | 0.3187 | 1.1230 | 1.0597 |
292
- | No log | 13.0270 | 482 | 1.0694 | 0.2360 | 1.0694 | 1.0341 |
293
- | No log | 13.0811 | 484 | 1.0603 | 0.2767 | 1.0603 | 1.0297 |
294
- | No log | 13.1351 | 486 | 1.0741 | 0.2019 | 1.0741 | 1.0364 |
295
- | No log | 13.1892 | 488 | 1.1099 | 0.2373 | 1.1099 | 1.0535 |
296
- | No log | 13.2432 | 490 | 1.1024 | 0.2937 | 1.1024 | 1.0500 |
297
- | No log | 13.2973 | 492 | 1.1264 | 0.3381 | 1.1264 | 1.0613 |
298
- | No log | 13.3514 | 494 | 1.1029 | 0.2831 | 1.1029 | 1.0502 |
299
- | No log | 13.4054 | 496 | 1.0451 | 0.2721 | 1.0451 | 1.0223 |
300
- | No log | 13.4595 | 498 | 1.0251 | 0.2674 | 1.0251 | 1.0125 |
301
- | 0.2802 | 13.5135 | 500 | 1.0516 | 0.2615 | 1.0516 | 1.0255 |
302
- | 0.2802 | 13.5676 | 502 | 1.1179 | 0.3721 | 1.1179 | 1.0573 |
303
- | 0.2802 | 13.6216 | 504 | 1.1601 | 0.3195 | 1.1601 | 1.0771 |
304
- | 0.2802 | 13.6757 | 506 | 1.1367 | 0.2935 | 1.1367 | 1.0662 |
305
- | 0.2802 | 13.7297 | 508 | 1.0776 | 0.2836 | 1.0776 | 1.0381 |
306
- | 0.2802 | 13.7838 | 510 | 1.0314 | 0.2072 | 1.0314 | 1.0156 |
307
- | 0.2802 | 13.8378 | 512 | 1.0352 | 0.1379 | 1.0352 | 1.0174 |
308
- | 0.2802 | 13.8919 | 514 | 1.0689 | 0.2142 | 1.0689 | 1.0339 |
309
- | 0.2802 | 13.9459 | 516 | 1.1649 | 0.2972 | 1.1649 | 1.0793 |
310
- | 0.2802 | 14.0 | 518 | 1.1883 | 0.3316 | 1.1883 | 1.0901 |
311
- | 0.2802 | 14.0541 | 520 | 1.1299 | 0.2667 | 1.1299 | 1.0630 |
312
- | 0.2802 | 14.1081 | 522 | 1.0994 | 0.2767 | 1.0994 | 1.0485 |
313
- | 0.2802 | 14.1622 | 524 | 1.0630 | 0.2699 | 1.0630 | 1.0310 |
314
- | 0.2802 | 14.2162 | 526 | 1.0295 | 0.2424 | 1.0295 | 1.0146 |
315
- | 0.2802 | 14.2703 | 528 | 1.0024 | 0.1837 | 1.0024 | 1.0012 |
316
- | 0.2802 | 14.3243 | 530 | 1.0045 | 0.1962 | 1.0045 | 1.0022 |
317
- | 0.2802 | 14.3784 | 532 | 1.0402 | 0.2887 | 1.0402 | 1.0199 |
318
- | 0.2802 | 14.4324 | 534 | 1.1105 | 0.2955 | 1.1105 | 1.0538 |
319
- | 0.2802 | 14.4865 | 536 | 1.1080 | 0.3096 | 1.1080 | 1.0526 |
320
- | 0.2802 | 14.5405 | 538 | 1.0881 | 0.3049 | 1.0881 | 1.0431 |
321
- | 0.2802 | 14.5946 | 540 | 1.0828 | 0.3083 | 1.0828 | 1.0406 |
322
- | 0.2802 | 14.6486 | 542 | 1.1095 | 0.2945 | 1.1095 | 1.0534 |
323
- | 0.2802 | 14.7027 | 544 | 1.0993 | 0.2541 | 1.0993 | 1.0485 |
324
- | 0.2802 | 14.7568 | 546 | 1.1127 | 0.3305 | 1.1127 | 1.0548 |
325
- | 0.2802 | 14.8108 | 548 | 1.0781 | 0.3310 | 1.0781 | 1.0383 |
326
- | 0.2802 | 14.8649 | 550 | 1.0212 | 0.2480 | 1.0212 | 1.0106 |
327
- | 0.2802 | 14.9189 | 552 | 1.0103 | 0.1962 | 1.0103 | 1.0051 |
328
- | 0.2802 | 14.9730 | 554 | 1.0194 | 0.2154 | 1.0194 | 1.0097 |
329
- | 0.2802 | 15.0270 | 556 | 1.0286 | 0.2154 | 1.0286 | 1.0142 |
330
- | 0.2802 | 15.0811 | 558 | 1.0368 | 0.2216 | 1.0368 | 1.0182 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
331
 
332
 
333
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k11_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k11_task5_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: 0.7923
19
+ - Qwk: 0.4164
20
+ - Mse: 0.7923
21
+ - Rmse: 0.8901
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0556 | 2 | 3.9647 | -0.0154 | 3.9647 | 1.9911 |
53
+ | No log | 0.1111 | 4 | 2.4271 | -0.0007 | 2.4271 | 1.5579 |
54
+ | No log | 0.1667 | 6 | 1.3408 | 0.0 | 1.3408 | 1.1579 |
55
+ | No log | 0.2222 | 8 | 1.1155 | 0.2343 | 1.1155 | 1.0562 |
56
+ | No log | 0.2778 | 10 | 1.1488 | 0.0201 | 1.1488 | 1.0718 |
57
+ | No log | 0.3333 | 12 | 1.2464 | 0.0 | 1.2464 | 1.1164 |
58
+ | No log | 0.3889 | 14 | 1.2116 | 0.0380 | 1.2116 | 1.1007 |
59
+ | No log | 0.4444 | 16 | 1.1362 | 0.1525 | 1.1362 | 1.0659 |
60
+ | No log | 0.5 | 18 | 1.1865 | 0.1525 | 1.1865 | 1.0893 |
61
+ | No log | 0.5556 | 20 | 1.1439 | 0.1176 | 1.1439 | 1.0695 |
62
+ | No log | 0.6111 | 22 | 1.1586 | 0.0938 | 1.1586 | 1.0764 |
63
+ | No log | 0.6667 | 24 | 1.0828 | 0.1927 | 1.0828 | 1.0406 |
64
+ | No log | 0.7222 | 26 | 1.0244 | 0.2243 | 1.0244 | 1.0121 |
65
+ | No log | 0.7778 | 28 | 1.0216 | 0.2811 | 1.0216 | 1.0108 |
66
+ | No log | 0.8333 | 30 | 1.0565 | 0.2513 | 1.0565 | 1.0279 |
67
+ | No log | 0.8889 | 32 | 1.1256 | 0.2295 | 1.1256 | 1.0610 |
68
+ | No log | 0.9444 | 34 | 1.0258 | 0.3048 | 1.0258 | 1.0128 |
69
+ | No log | 1.0 | 36 | 0.9512 | 0.3541 | 0.9512 | 0.9753 |
70
+ | No log | 1.0556 | 38 | 0.9819 | 0.3418 | 0.9819 | 0.9909 |
71
+ | No log | 1.1111 | 40 | 0.9861 | 0.3026 | 0.9861 | 0.9930 |
72
+ | No log | 1.1667 | 42 | 1.0346 | 0.3284 | 1.0346 | 1.0171 |
73
+ | No log | 1.2222 | 44 | 1.1926 | 0.2180 | 1.1926 | 1.0920 |
74
+ | No log | 1.2778 | 46 | 1.4292 | 0.1059 | 1.4292 | 1.1955 |
75
+ | No log | 1.3333 | 48 | 1.1452 | 0.2424 | 1.1452 | 1.0701 |
76
+ | No log | 1.3889 | 50 | 0.8755 | 0.3014 | 0.8755 | 0.9357 |
77
+ | No log | 1.4444 | 52 | 0.8684 | 0.3243 | 0.8684 | 0.9319 |
78
+ | No log | 1.5 | 54 | 0.9001 | 0.3162 | 0.9001 | 0.9487 |
79
+ | No log | 1.5556 | 56 | 0.8893 | 0.2663 | 0.8893 | 0.9430 |
80
+ | No log | 1.6111 | 58 | 0.9642 | 0.2956 | 0.9642 | 0.9820 |
81
+ | No log | 1.6667 | 60 | 1.1592 | 0.3093 | 1.1592 | 1.0766 |
82
+ | No log | 1.7222 | 62 | 1.3001 | 0.3209 | 1.3001 | 1.1402 |
83
+ | No log | 1.7778 | 64 | 1.1320 | 0.3093 | 1.1320 | 1.0640 |
84
+ | No log | 1.8333 | 66 | 0.8603 | 0.3757 | 0.8603 | 0.9275 |
85
+ | No log | 1.8889 | 68 | 0.9896 | 0.3210 | 0.9896 | 0.9948 |
86
+ | No log | 1.9444 | 70 | 1.0201 | 0.3140 | 1.0201 | 1.0100 |
87
+ | No log | 2.0 | 72 | 0.9181 | 0.3250 | 0.9181 | 0.9582 |
88
+ | No log | 2.0556 | 74 | 0.8444 | 0.4494 | 0.8444 | 0.9189 |
89
+ | No log | 2.1111 | 76 | 0.8615 | 0.4012 | 0.8615 | 0.9282 |
90
+ | No log | 2.1667 | 78 | 0.9291 | 0.3621 | 0.9291 | 0.9639 |
91
+ | No log | 2.2222 | 80 | 0.9835 | 0.3608 | 0.9835 | 0.9917 |
92
+ | No log | 2.2778 | 82 | 0.9083 | 0.4197 | 0.9083 | 0.9530 |
93
+ | No log | 2.3333 | 84 | 0.8630 | 0.4487 | 0.8630 | 0.9290 |
94
+ | No log | 2.3889 | 86 | 0.8471 | 0.5002 | 0.8471 | 0.9204 |
95
+ | No log | 2.4444 | 88 | 0.8573 | 0.4884 | 0.8573 | 0.9259 |
96
+ | No log | 2.5 | 90 | 0.9103 | 0.4430 | 0.9103 | 0.9541 |
97
+ | No log | 2.5556 | 92 | 0.8477 | 0.4386 | 0.8477 | 0.9207 |
98
+ | No log | 2.6111 | 94 | 0.8294 | 0.4923 | 0.8294 | 0.9107 |
99
+ | No log | 2.6667 | 96 | 0.8850 | 0.4730 | 0.8850 | 0.9407 |
100
+ | No log | 2.7222 | 98 | 0.9303 | 0.3631 | 0.9303 | 0.9645 |
101
+ | No log | 2.7778 | 100 | 0.9123 | 0.4301 | 0.9123 | 0.9552 |
102
+ | No log | 2.8333 | 102 | 0.9371 | 0.4180 | 0.9371 | 0.9680 |
103
+ | No log | 2.8889 | 104 | 0.9042 | 0.4666 | 0.9042 | 0.9509 |
104
+ | No log | 2.9444 | 106 | 0.7628 | 0.4960 | 0.7628 | 0.8734 |
105
+ | No log | 3.0 | 108 | 0.7200 | 0.5111 | 0.7200 | 0.8485 |
106
+ | No log | 3.0556 | 110 | 0.7623 | 0.5043 | 0.7623 | 0.8731 |
107
+ | No log | 3.1111 | 112 | 0.7073 | 0.5194 | 0.7073 | 0.8410 |
108
+ | No log | 3.1667 | 114 | 0.7988 | 0.4879 | 0.7988 | 0.8937 |
109
+ | No log | 3.2222 | 116 | 0.9958 | 0.2389 | 0.9958 | 0.9979 |
110
+ | No log | 3.2778 | 118 | 1.0363 | 0.1803 | 1.0363 | 1.0180 |
111
+ | No log | 3.3333 | 120 | 1.0325 | 0.2446 | 1.0325 | 1.0161 |
112
+ | No log | 3.3889 | 122 | 1.0291 | 0.3556 | 1.0291 | 1.0145 |
113
+ | No log | 3.4444 | 124 | 0.9743 | 0.3649 | 0.9743 | 0.9871 |
114
+ | No log | 3.5 | 126 | 0.9816 | 0.3099 | 0.9816 | 0.9908 |
115
+ | No log | 3.5556 | 128 | 0.9258 | 0.3236 | 0.9258 | 0.9622 |
116
+ | No log | 3.6111 | 130 | 0.8684 | 0.4375 | 0.8684 | 0.9319 |
117
+ | No log | 3.6667 | 132 | 0.8882 | 0.4595 | 0.8882 | 0.9425 |
118
+ | No log | 3.7222 | 134 | 0.8643 | 0.4595 | 0.8643 | 0.9297 |
119
+ | No log | 3.7778 | 136 | 0.8480 | 0.4720 | 0.8480 | 0.9209 |
120
+ | No log | 3.8333 | 138 | 0.7943 | 0.5150 | 0.7943 | 0.8912 |
121
+ | No log | 3.8889 | 140 | 0.6921 | 0.5939 | 0.6921 | 0.8319 |
122
+ | No log | 3.9444 | 142 | 0.6787 | 0.6164 | 0.6787 | 0.8238 |
123
+ | No log | 4.0 | 144 | 0.7165 | 0.5602 | 0.7165 | 0.8465 |
124
+ | No log | 4.0556 | 146 | 0.8237 | 0.4696 | 0.8237 | 0.9076 |
125
+ | No log | 4.1111 | 148 | 1.0370 | 0.3715 | 1.0370 | 1.0184 |
126
+ | No log | 4.1667 | 150 | 1.1164 | 0.1761 | 1.1164 | 1.0566 |
127
+ | No log | 4.2222 | 152 | 1.0837 | 0.2718 | 1.0837 | 1.0410 |
128
+ | No log | 4.2778 | 154 | 1.0030 | 0.3134 | 1.0030 | 1.0015 |
129
+ | No log | 4.3333 | 156 | 0.9313 | 0.3272 | 0.9313 | 0.9651 |
130
+ | No log | 4.3889 | 158 | 0.8167 | 0.4816 | 0.8167 | 0.9037 |
131
+ | No log | 4.4444 | 160 | 0.7631 | 0.5557 | 0.7631 | 0.8735 |
132
+ | No log | 4.5 | 162 | 0.7228 | 0.6186 | 0.7228 | 0.8502 |
133
+ | No log | 4.5556 | 164 | 0.7058 | 0.6068 | 0.7058 | 0.8401 |
134
+ | No log | 4.6111 | 166 | 0.6927 | 0.6068 | 0.6927 | 0.8323 |
135
+ | No log | 4.6667 | 168 | 0.6899 | 0.6333 | 0.6899 | 0.8306 |
136
+ | No log | 4.7222 | 170 | 0.6813 | 0.6157 | 0.6813 | 0.8254 |
137
+ | No log | 4.7778 | 172 | 0.6819 | 0.6022 | 0.6819 | 0.8258 |
138
+ | No log | 4.8333 | 174 | 0.6943 | 0.6196 | 0.6943 | 0.8333 |
139
+ | No log | 4.8889 | 176 | 0.7813 | 0.5383 | 0.7813 | 0.8839 |
140
+ | No log | 4.9444 | 178 | 0.8495 | 0.5026 | 0.8495 | 0.9217 |
141
+ | No log | 5.0 | 180 | 0.9457 | 0.4449 | 0.9457 | 0.9725 |
142
+ | No log | 5.0556 | 182 | 0.9236 | 0.4455 | 0.9236 | 0.9610 |
143
+ | No log | 5.1111 | 184 | 0.7961 | 0.4494 | 0.7961 | 0.8922 |
144
+ | No log | 5.1667 | 186 | 0.7878 | 0.4251 | 0.7878 | 0.8876 |
145
+ | No log | 5.2222 | 188 | 0.8117 | 0.3976 | 0.8117 | 0.9010 |
146
+ | No log | 5.2778 | 190 | 0.7987 | 0.4082 | 0.7987 | 0.8937 |
147
+ | No log | 5.3333 | 192 | 0.7754 | 0.4353 | 0.7754 | 0.8806 |
148
+ | No log | 5.3889 | 194 | 0.7452 | 0.4626 | 0.7452 | 0.8632 |
149
+ | No log | 5.4444 | 196 | 0.7568 | 0.4839 | 0.7568 | 0.8700 |
150
+ | No log | 5.5 | 198 | 0.7785 | 0.4818 | 0.7785 | 0.8823 |
151
+ | No log | 5.5556 | 200 | 0.7383 | 0.4631 | 0.7383 | 0.8592 |
152
+ | No log | 5.6111 | 202 | 0.7301 | 0.4645 | 0.7301 | 0.8544 |
153
+ | No log | 5.6667 | 204 | 0.7872 | 0.4089 | 0.7872 | 0.8872 |
154
+ | No log | 5.7222 | 206 | 0.9069 | 0.4180 | 0.9069 | 0.9523 |
155
+ | No log | 5.7778 | 208 | 0.9054 | 0.3295 | 0.9054 | 0.9515 |
156
+ | No log | 5.8333 | 210 | 0.8614 | 0.3673 | 0.8614 | 0.9281 |
157
+ | No log | 5.8889 | 212 | 0.8411 | 0.4658 | 0.8411 | 0.9171 |
158
+ | No log | 5.9444 | 214 | 0.8039 | 0.4254 | 0.8039 | 0.8966 |
159
+ | No log | 6.0 | 216 | 0.7829 | 0.5379 | 0.7829 | 0.8848 |
160
+ | No log | 6.0556 | 218 | 0.7837 | 0.5773 | 0.7837 | 0.8852 |
161
+ | No log | 6.1111 | 220 | 0.8162 | 0.5086 | 0.8162 | 0.9034 |
162
+ | No log | 6.1667 | 222 | 0.9116 | 0.4707 | 0.9116 | 0.9548 |
163
+ | No log | 6.2222 | 224 | 0.9183 | 0.4794 | 0.9183 | 0.9583 |
164
+ | No log | 6.2778 | 226 | 0.9129 | 0.4202 | 0.9129 | 0.9555 |
165
+ | No log | 6.3333 | 228 | 0.8358 | 0.4093 | 0.8358 | 0.9142 |
166
+ | No log | 6.3889 | 230 | 0.8007 | 0.3576 | 0.8007 | 0.8948 |
167
+ | No log | 6.4444 | 232 | 0.8242 | 0.3960 | 0.8242 | 0.9079 |
168
+ | No log | 6.5 | 234 | 0.8374 | 0.3819 | 0.8374 | 0.9151 |
169
+ | No log | 6.5556 | 236 | 0.8247 | 0.3435 | 0.8247 | 0.9081 |
170
+ | No log | 6.6111 | 238 | 0.8307 | 0.3702 | 0.8307 | 0.9114 |
171
+ | No log | 6.6667 | 240 | 0.8352 | 0.4164 | 0.8352 | 0.9139 |
172
+ | No log | 6.7222 | 242 | 0.8280 | 0.4754 | 0.8280 | 0.9099 |
173
+ | No log | 6.7778 | 244 | 0.8958 | 0.4695 | 0.8958 | 0.9464 |
174
+ | No log | 6.8333 | 246 | 0.9295 | 0.4681 | 0.9295 | 0.9641 |
175
+ | No log | 6.8889 | 248 | 0.8910 | 0.4470 | 0.8910 | 0.9439 |
176
+ | No log | 6.9444 | 250 | 0.8245 | 0.3977 | 0.8245 | 0.9080 |
177
+ | No log | 7.0 | 252 | 0.8399 | 0.4850 | 0.8399 | 0.9165 |
178
+ | No log | 7.0556 | 254 | 0.8276 | 0.5098 | 0.8276 | 0.9097 |
179
+ | No log | 7.1111 | 256 | 0.7857 | 0.5010 | 0.7857 | 0.8864 |
180
+ | No log | 7.1667 | 258 | 0.7768 | 0.5373 | 0.7768 | 0.8814 |
181
+ | No log | 7.2222 | 260 | 0.8148 | 0.4648 | 0.8148 | 0.9027 |
182
+ | No log | 7.2778 | 262 | 0.8430 | 0.4840 | 0.8430 | 0.9182 |
183
+ | No log | 7.3333 | 264 | 0.8428 | 0.4379 | 0.8428 | 0.9181 |
184
+ | No log | 7.3889 | 266 | 0.7975 | 0.3721 | 0.7975 | 0.8930 |
185
+ | No log | 7.4444 | 268 | 0.7741 | 0.4643 | 0.7741 | 0.8798 |
186
+ | No log | 7.5 | 270 | 0.7806 | 0.5071 | 0.7806 | 0.8835 |
187
+ | No log | 7.5556 | 272 | 0.7962 | 0.5430 | 0.7962 | 0.8923 |
188
+ | No log | 7.6111 | 274 | 0.7596 | 0.4944 | 0.7596 | 0.8715 |
189
+ | No log | 7.6667 | 276 | 0.8447 | 0.4823 | 0.8447 | 0.9191 |
190
+ | No log | 7.7222 | 278 | 0.9581 | 0.4581 | 0.9581 | 0.9788 |
191
+ | No log | 7.7778 | 280 | 0.8998 | 0.4807 | 0.8998 | 0.9486 |
192
+ | No log | 7.8333 | 282 | 0.8129 | 0.4853 | 0.8129 | 0.9016 |
193
+ | No log | 7.8889 | 284 | 0.7804 | 0.5480 | 0.7804 | 0.8834 |
194
+ | No log | 7.9444 | 286 | 0.7794 | 0.4789 | 0.7794 | 0.8828 |
195
+ | No log | 8.0 | 288 | 0.7977 | 0.4982 | 0.7977 | 0.8931 |
196
+ | No log | 8.0556 | 290 | 0.8142 | 0.4850 | 0.8142 | 0.9023 |
197
+ | No log | 8.1111 | 292 | 0.8308 | 0.4521 | 0.8308 | 0.9115 |
198
+ | No log | 8.1667 | 294 | 0.7795 | 0.5669 | 0.7795 | 0.8829 |
199
+ | No log | 8.2222 | 296 | 0.7870 | 0.5066 | 0.7870 | 0.8871 |
200
+ | No log | 8.2778 | 298 | 0.7839 | 0.5190 | 0.7839 | 0.8854 |
201
+ | No log | 8.3333 | 300 | 0.7522 | 0.4540 | 0.7522 | 0.8673 |
202
+ | No log | 8.3889 | 302 | 0.8207 | 0.5173 | 0.8207 | 0.9059 |
203
+ | No log | 8.4444 | 304 | 0.8859 | 0.4563 | 0.8859 | 0.9412 |
204
+ | No log | 8.5 | 306 | 0.8490 | 0.4586 | 0.8490 | 0.9214 |
205
+ | No log | 8.5556 | 308 | 0.8043 | 0.4371 | 0.8043 | 0.8968 |
206
+ | No log | 8.6111 | 310 | 0.8084 | 0.4371 | 0.8084 | 0.8991 |
207
+ | No log | 8.6667 | 312 | 0.8492 | 0.3570 | 0.8492 | 0.9215 |
208
+ | No log | 8.7222 | 314 | 0.8597 | 0.4004 | 0.8597 | 0.9272 |
209
+ | No log | 8.7778 | 316 | 0.8802 | 0.4111 | 0.8802 | 0.9382 |
210
+ | No log | 8.8333 | 318 | 0.8668 | 0.3973 | 0.8668 | 0.9310 |
211
+ | No log | 8.8889 | 320 | 0.8136 | 0.3994 | 0.8136 | 0.9020 |
212
+ | No log | 8.9444 | 322 | 0.8086 | 0.3878 | 0.8086 | 0.8992 |
213
+ | No log | 9.0 | 324 | 0.8212 | 0.4540 | 0.8212 | 0.9062 |
214
+ | No log | 9.0556 | 326 | 0.8265 | 0.4145 | 0.8265 | 0.9091 |
215
+ | No log | 9.1111 | 328 | 0.8595 | 0.5039 | 0.8595 | 0.9271 |
216
+ | No log | 9.1667 | 330 | 0.8295 | 0.4850 | 0.8295 | 0.9108 |
217
+ | No log | 9.2222 | 332 | 0.7897 | 0.4995 | 0.7897 | 0.8887 |
218
+ | No log | 9.2778 | 334 | 0.7848 | 0.5477 | 0.7848 | 0.8859 |
219
+ | No log | 9.3333 | 336 | 0.9224 | 0.4994 | 0.9224 | 0.9604 |
220
+ | No log | 9.3889 | 338 | 1.0063 | 0.4668 | 1.0063 | 1.0031 |
221
+ | No log | 9.4444 | 340 | 0.9213 | 0.5098 | 0.9213 | 0.9598 |
222
+ | No log | 9.5 | 342 | 0.7586 | 0.5392 | 0.7586 | 0.8710 |
223
+ | No log | 9.5556 | 344 | 0.6989 | 0.5969 | 0.6989 | 0.8360 |
224
+ | No log | 9.6111 | 346 | 0.6893 | 0.6065 | 0.6893 | 0.8303 |
225
+ | No log | 9.6667 | 348 | 0.7242 | 0.5740 | 0.7242 | 0.8510 |
226
+ | No log | 9.7222 | 350 | 0.8682 | 0.4994 | 0.8682 | 0.9317 |
227
+ | No log | 9.7778 | 352 | 0.9197 | 0.4994 | 0.9197 | 0.9590 |
228
+ | No log | 9.8333 | 354 | 0.8165 | 0.5231 | 0.8165 | 0.9036 |
229
+ | No log | 9.8889 | 356 | 0.7123 | 0.5986 | 0.7123 | 0.8440 |
230
+ | No log | 9.9444 | 358 | 0.6909 | 0.5274 | 0.6909 | 0.8312 |
231
+ | No log | 10.0 | 360 | 0.6986 | 0.5498 | 0.6986 | 0.8358 |
232
+ | No log | 10.0556 | 362 | 0.7288 | 0.5438 | 0.7288 | 0.8537 |
233
+ | No log | 10.1111 | 364 | 0.8034 | 0.4681 | 0.8034 | 0.8963 |
234
+ | No log | 10.1667 | 366 | 0.7964 | 0.4907 | 0.7964 | 0.8924 |
235
+ | No log | 10.2222 | 368 | 0.7457 | 0.5062 | 0.7457 | 0.8635 |
236
+ | No log | 10.2778 | 370 | 0.7054 | 0.5146 | 0.7054 | 0.8399 |
237
+ | No log | 10.3333 | 372 | 0.7031 | 0.4923 | 0.7031 | 0.8385 |
238
+ | No log | 10.3889 | 374 | 0.7147 | 0.4831 | 0.7147 | 0.8454 |
239
+ | No log | 10.4444 | 376 | 0.7231 | 0.5136 | 0.7231 | 0.8504 |
240
+ | No log | 10.5 | 378 | 0.8151 | 0.5144 | 0.8151 | 0.9028 |
241
+ | No log | 10.5556 | 380 | 0.9159 | 0.5006 | 0.9159 | 0.9570 |
242
+ | No log | 10.6111 | 382 | 0.8494 | 0.4911 | 0.8494 | 0.9216 |
243
+ | No log | 10.6667 | 384 | 0.7667 | 0.4264 | 0.7667 | 0.8756 |
244
+ | No log | 10.7222 | 386 | 0.7409 | 0.3996 | 0.7409 | 0.8607 |
245
+ | No log | 10.7778 | 388 | 0.7638 | 0.4186 | 0.7638 | 0.8740 |
246
+ | No log | 10.8333 | 390 | 0.7763 | 0.4309 | 0.7763 | 0.8811 |
247
+ | No log | 10.8889 | 392 | 0.7541 | 0.4097 | 0.7541 | 0.8684 |
248
+ | No log | 10.9444 | 394 | 0.7249 | 0.4810 | 0.7249 | 0.8514 |
249
+ | No log | 11.0 | 396 | 0.7201 | 0.5069 | 0.7201 | 0.8486 |
250
+ | No log | 11.0556 | 398 | 0.7037 | 0.5054 | 0.7037 | 0.8389 |
251
+ | No log | 11.1111 | 400 | 0.7440 | 0.4597 | 0.7440 | 0.8626 |
252
+ | No log | 11.1667 | 402 | 0.8028 | 0.5666 | 0.8028 | 0.8960 |
253
+ | No log | 11.2222 | 404 | 0.8595 | 0.5655 | 0.8595 | 0.9271 |
254
+ | No log | 11.2778 | 406 | 0.8442 | 0.5854 | 0.8442 | 0.9188 |
255
+ | No log | 11.3333 | 408 | 0.7227 | 0.5810 | 0.7227 | 0.8501 |
256
+ | No log | 11.3889 | 410 | 0.6680 | 0.5602 | 0.6680 | 0.8173 |
257
+ | No log | 11.4444 | 412 | 0.6742 | 0.5174 | 0.6742 | 0.8211 |
258
+ | No log | 11.5 | 414 | 0.6818 | 0.6370 | 0.6818 | 0.8257 |
259
+ | No log | 11.5556 | 416 | 0.7843 | 0.5027 | 0.7843 | 0.8856 |
260
+ | No log | 11.6111 | 418 | 0.9426 | 0.4654 | 0.9426 | 0.9709 |
261
+ | No log | 11.6667 | 420 | 0.9691 | 0.4654 | 0.9691 | 0.9844 |
262
+ | No log | 11.7222 | 422 | 0.8883 | 0.5115 | 0.8883 | 0.9425 |
263
+ | No log | 11.7778 | 424 | 0.7417 | 0.4836 | 0.7417 | 0.8612 |
264
+ | No log | 11.8333 | 426 | 0.7009 | 0.4893 | 0.7009 | 0.8372 |
265
+ | No log | 11.8889 | 428 | 0.7041 | 0.4676 | 0.7041 | 0.8391 |
266
+ | No log | 11.9444 | 430 | 0.7131 | 0.4676 | 0.7131 | 0.8445 |
267
+ | No log | 12.0 | 432 | 0.7236 | 0.4923 | 0.7236 | 0.8507 |
268
+ | No log | 12.0556 | 434 | 0.7298 | 0.4807 | 0.7298 | 0.8543 |
269
+ | No log | 12.1111 | 436 | 0.7366 | 0.4807 | 0.7366 | 0.8583 |
270
+ | No log | 12.1667 | 438 | 0.7352 | 0.4819 | 0.7352 | 0.8574 |
271
+ | No log | 12.2222 | 440 | 0.7250 | 0.5505 | 0.7250 | 0.8515 |
272
+ | No log | 12.2778 | 442 | 0.7239 | 0.5703 | 0.7239 | 0.8508 |
273
+ | No log | 12.3333 | 444 | 0.7448 | 0.5711 | 0.7448 | 0.8630 |
274
+ | No log | 12.3889 | 446 | 0.7442 | 0.5610 | 0.7442 | 0.8626 |
275
+ | No log | 12.4444 | 448 | 0.7408 | 0.5808 | 0.7408 | 0.8607 |
276
+ | No log | 12.5 | 450 | 0.7411 | 0.5446 | 0.7411 | 0.8609 |
277
+ | No log | 12.5556 | 452 | 0.7323 | 0.5223 | 0.7323 | 0.8558 |
278
+ | No log | 12.6111 | 454 | 0.7237 | 0.5820 | 0.7237 | 0.8507 |
279
+ | No log | 12.6667 | 456 | 0.7273 | 0.5409 | 0.7273 | 0.8528 |
280
+ | No log | 12.7222 | 458 | 0.7511 | 0.5205 | 0.7511 | 0.8667 |
281
+ | No log | 12.7778 | 460 | 0.7432 | 0.5530 | 0.7432 | 0.8621 |
282
+ | No log | 12.8333 | 462 | 0.7511 | 0.5610 | 0.7511 | 0.8666 |
283
+ | No log | 12.8889 | 464 | 0.7738 | 0.5763 | 0.7738 | 0.8797 |
284
+ | No log | 12.9444 | 466 | 0.7914 | 0.5186 | 0.7914 | 0.8896 |
285
+ | No log | 13.0 | 468 | 0.7886 | 0.5089 | 0.7886 | 0.8880 |
286
+ | No log | 13.0556 | 470 | 0.7852 | 0.5112 | 0.7852 | 0.8861 |
287
+ | No log | 13.1111 | 472 | 0.8235 | 0.4836 | 0.8235 | 0.9075 |
288
+ | No log | 13.1667 | 474 | 0.8444 | 0.4474 | 0.8444 | 0.9189 |
289
+ | No log | 13.2222 | 476 | 0.8065 | 0.4755 | 0.8065 | 0.8981 |
290
+ | No log | 13.2778 | 478 | 0.7794 | 0.5190 | 0.7794 | 0.8829 |
291
+ | No log | 13.3333 | 480 | 0.8115 | 0.4284 | 0.8115 | 0.9009 |
292
+ | No log | 13.3889 | 482 | 0.7927 | 0.4750 | 0.7927 | 0.8903 |
293
+ | No log | 13.4444 | 484 | 0.7424 | 0.5396 | 0.7424 | 0.8616 |
294
+ | No log | 13.5 | 486 | 0.8126 | 0.5355 | 0.8126 | 0.9015 |
295
+ | No log | 13.5556 | 488 | 0.9551 | 0.4572 | 0.9551 | 0.9773 |
296
+ | No log | 13.6111 | 490 | 0.9315 | 0.5198 | 0.9315 | 0.9652 |
297
+ | No log | 13.6667 | 492 | 0.8147 | 0.4943 | 0.8147 | 0.9026 |
298
+ | No log | 13.7222 | 494 | 0.7611 | 0.4675 | 0.7611 | 0.8724 |
299
+ | No log | 13.7778 | 496 | 0.7989 | 0.4976 | 0.7989 | 0.8938 |
300
+ | No log | 13.8333 | 498 | 0.8018 | 0.4723 | 0.8018 | 0.8954 |
301
+ | 0.2663 | 13.8889 | 500 | 0.7797 | 0.4557 | 0.7797 | 0.8830 |
302
+ | 0.2663 | 13.9444 | 502 | 0.7689 | 0.4807 | 0.7689 | 0.8769 |
303
+ | 0.2663 | 14.0 | 504 | 0.7598 | 0.5188 | 0.7598 | 0.8717 |
304
+ | 0.2663 | 14.0556 | 506 | 0.7538 | 0.5188 | 0.7538 | 0.8682 |
305
+ | 0.2663 | 14.1111 | 508 | 0.7577 | 0.5060 | 0.7577 | 0.8704 |
306
+ | 0.2663 | 14.1667 | 510 | 0.7867 | 0.4110 | 0.7867 | 0.8869 |
307
+ | 0.2663 | 14.2222 | 512 | 0.8253 | 0.4710 | 0.8253 | 0.9085 |
308
+ | 0.2663 | 14.2778 | 514 | 0.8856 | 0.5026 | 0.8856 | 0.9410 |
309
+ | 0.2663 | 14.3333 | 516 | 0.8894 | 0.4911 | 0.8894 | 0.9431 |
310
+ | 0.2663 | 14.3889 | 518 | 0.8477 | 0.4924 | 0.8477 | 0.9207 |
311
+ | 0.2663 | 14.4444 | 520 | 0.7962 | 0.4741 | 0.7962 | 0.8923 |
312
+ | 0.2663 | 14.5 | 522 | 0.7724 | 0.4787 | 0.7724 | 0.8789 |
313
+ | 0.2663 | 14.5556 | 524 | 0.7640 | 0.4813 | 0.7640 | 0.8741 |
314
+ | 0.2663 | 14.6111 | 526 | 0.7701 | 0.4796 | 0.7701 | 0.8776 |
315
+ | 0.2663 | 14.6667 | 528 | 0.7840 | 0.4983 | 0.7840 | 0.8855 |
316
+ | 0.2663 | 14.7222 | 530 | 0.7869 | 0.4633 | 0.7869 | 0.8871 |
317
+ | 0.2663 | 14.7778 | 532 | 0.7632 | 0.4757 | 0.7632 | 0.8736 |
318
+ | 0.2663 | 14.8333 | 534 | 0.7445 | 0.4417 | 0.7445 | 0.8628 |
319
+ | 0.2663 | 14.8889 | 536 | 0.7336 | 0.4417 | 0.7336 | 0.8565 |
320
+ | 0.2663 | 14.9444 | 538 | 0.7422 | 0.4661 | 0.7422 | 0.8615 |
321
+ | 0.2663 | 15.0 | 540 | 0.7399 | 0.4297 | 0.7399 | 0.8602 |
322
+ | 0.2663 | 15.0556 | 542 | 0.7362 | 0.4662 | 0.7362 | 0.8580 |
323
+ | 0.2663 | 15.1111 | 544 | 0.7123 | 0.4922 | 0.7123 | 0.8440 |
324
+ | 0.2663 | 15.1667 | 546 | 0.7033 | 0.5287 | 0.7033 | 0.8386 |
325
+ | 0.2663 | 15.2222 | 548 | 0.6974 | 0.5287 | 0.6974 | 0.8351 |
326
+ | 0.2663 | 15.2778 | 550 | 0.6904 | 0.5701 | 0.6904 | 0.8309 |
327
+ | 0.2663 | 15.3333 | 552 | 0.6775 | 0.5701 | 0.6775 | 0.8231 |
328
+ | 0.2663 | 15.3889 | 554 | 0.6702 | 0.5913 | 0.6702 | 0.8186 |
329
+ | 0.2663 | 15.4444 | 556 | 0.6599 | 0.5913 | 0.6599 | 0.8124 |
330
+ | 0.2663 | 15.5 | 558 | 0.6570 | 0.5887 | 0.6570 | 0.8105 |
331
+ | 0.2663 | 15.5556 | 560 | 0.6590 | 0.6048 | 0.6590 | 0.8118 |
332
+ | 0.2663 | 15.6111 | 562 | 0.6563 | 0.5731 | 0.6563 | 0.8101 |
333
+ | 0.2663 | 15.6667 | 564 | 0.6611 | 0.5987 | 0.6611 | 0.8131 |
334
+ | 0.2663 | 15.7222 | 566 | 0.6500 | 0.5892 | 0.6500 | 0.8062 |
335
+ | 0.2663 | 15.7778 | 568 | 0.6472 | 0.6197 | 0.6472 | 0.8045 |
336
+ | 0.2663 | 15.8333 | 570 | 0.6368 | 0.6226 | 0.6368 | 0.7980 |
337
+ | 0.2663 | 15.8889 | 572 | 0.6447 | 0.6493 | 0.6447 | 0.8029 |
338
+ | 0.2663 | 15.9444 | 574 | 0.6443 | 0.6589 | 0.6443 | 0.8027 |
339
+ | 0.2663 | 16.0 | 576 | 0.6338 | 0.6186 | 0.6338 | 0.7961 |
340
+ | 0.2663 | 16.0556 | 578 | 0.6292 | 0.6011 | 0.6292 | 0.7932 |
341
+ | 0.2663 | 16.1111 | 580 | 0.6390 | 0.5626 | 0.6390 | 0.7994 |
342
+ | 0.2663 | 16.1667 | 582 | 0.6507 | 0.6498 | 0.6507 | 0.8066 |
343
+ | 0.2663 | 16.2222 | 584 | 0.6582 | 0.6043 | 0.6582 | 0.8113 |
344
+ | 0.2663 | 16.2778 | 586 | 0.6517 | 0.5917 | 0.6517 | 0.8073 |
345
+ | 0.2663 | 16.3333 | 588 | 0.6418 | 0.5517 | 0.6418 | 0.8011 |
346
+ | 0.2663 | 16.3889 | 590 | 0.6569 | 0.5438 | 0.6569 | 0.8105 |
347
+ | 0.2663 | 16.4444 | 592 | 0.6610 | 0.5430 | 0.6610 | 0.8130 |
348
+ | 0.2663 | 16.5 | 594 | 0.6508 | 0.5831 | 0.6508 | 0.8067 |
349
+ | 0.2663 | 16.5556 | 596 | 0.7283 | 0.5668 | 0.7283 | 0.8534 |
350
+ | 0.2663 | 16.6111 | 598 | 0.9564 | 0.5583 | 0.9564 | 0.9780 |
351
+ | 0.2663 | 16.6667 | 600 | 1.0624 | 0.4497 | 1.0624 | 1.0307 |
352
+ | 0.2663 | 16.7222 | 602 | 0.9962 | 0.5170 | 0.9962 | 0.9981 |
353
+ | 0.2663 | 16.7778 | 604 | 0.8551 | 0.5328 | 0.8551 | 0.9247 |
354
+ | 0.2663 | 16.8333 | 606 | 0.7330 | 0.5356 | 0.7330 | 0.8562 |
355
+ | 0.2663 | 16.8889 | 608 | 0.7238 | 0.5287 | 0.7238 | 0.8508 |
356
+ | 0.2663 | 16.9444 | 610 | 0.7289 | 0.5287 | 0.7289 | 0.8537 |
357
+ | 0.2663 | 17.0 | 612 | 0.7321 | 0.5399 | 0.7321 | 0.8556 |
358
+ | 0.2663 | 17.0556 | 614 | 0.7701 | 0.4244 | 0.7701 | 0.8776 |
359
+ | 0.2663 | 17.1111 | 616 | 0.8603 | 0.5279 | 0.8603 | 0.9275 |
360
+ | 0.2663 | 17.1667 | 618 | 0.9014 | 0.5137 | 0.9014 | 0.9494 |
361
+ | 0.2663 | 17.2222 | 620 | 0.8537 | 0.5041 | 0.8537 | 0.9240 |
362
+ | 0.2663 | 17.2778 | 622 | 0.8032 | 0.5397 | 0.8032 | 0.8962 |
363
+ | 0.2663 | 17.3333 | 624 | 0.7482 | 0.4661 | 0.7482 | 0.8650 |
364
+ | 0.2663 | 17.3889 | 626 | 0.7422 | 0.5396 | 0.7422 | 0.8615 |
365
+ | 0.2663 | 17.4444 | 628 | 0.7509 | 0.5174 | 0.7509 | 0.8665 |
366
+ | 0.2663 | 17.5 | 630 | 0.7656 | 0.5582 | 0.7656 | 0.8750 |
367
+ | 0.2663 | 17.5556 | 632 | 0.8330 | 0.4421 | 0.8330 | 0.9127 |
368
+ | 0.2663 | 17.6111 | 634 | 0.9354 | 0.5414 | 0.9354 | 0.9672 |
369
+ | 0.2663 | 17.6667 | 636 | 0.9616 | 0.5090 | 0.9616 | 0.9806 |
370
+ | 0.2663 | 17.7222 | 638 | 0.9123 | 0.5018 | 0.9123 | 0.9551 |
371
+ | 0.2663 | 17.7778 | 640 | 0.8279 | 0.4526 | 0.8279 | 0.9099 |
372
+ | 0.2663 | 17.8333 | 642 | 0.7940 | 0.4789 | 0.7940 | 0.8910 |
373
+ | 0.2663 | 17.8889 | 644 | 0.7934 | 0.4789 | 0.7934 | 0.8908 |
374
+ | 0.2663 | 17.9444 | 646 | 0.7932 | 0.4918 | 0.7932 | 0.8906 |
375
+ | 0.2663 | 18.0 | 648 | 0.7906 | 0.4659 | 0.7906 | 0.8891 |
376
+ | 0.2663 | 18.0556 | 650 | 0.7901 | 0.4537 | 0.7901 | 0.8889 |
377
+ | 0.2663 | 18.1111 | 652 | 0.7806 | 0.4398 | 0.7806 | 0.8835 |
378
+ | 0.2663 | 18.1667 | 654 | 0.7816 | 0.4527 | 0.7816 | 0.8841 |
379
+ | 0.2663 | 18.2222 | 656 | 0.8013 | 0.3609 | 0.8013 | 0.8952 |
380
+ | 0.2663 | 18.2778 | 658 | 0.7923 | 0.4164 | 0.7923 | 0.8901 |
381
 
382
 
383
  ### Framework versions
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