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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k6_task2_organization

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  1. README.md +269 -327
  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_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k6_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k6_task2_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.9624
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- - Qwk: 0.3962
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- - Mse: 0.9624
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- - Rmse: 0.9810
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  ## Model description
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@@ -47,327 +47,269 @@ 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 | 0.0588 | 2 | 4.8454 | -0.0020 | 4.8454 | 2.2012 |
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- | No log | 0.1176 | 4 | 3.0375 | -0.0592 | 3.0375 | 1.7429 |
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- | No log | 0.1765 | 6 | 2.3661 | -0.0464 | 2.3661 | 1.5382 |
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- | No log | 0.2353 | 8 | 1.5140 | 0.0222 | 1.5140 | 1.2304 |
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- | No log | 0.2941 | 10 | 1.3669 | 0.0269 | 1.3669 | 1.1691 |
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- | No log | 0.3529 | 12 | 1.2264 | 0.2043 | 1.2264 | 1.1074 |
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- | No log | 0.4118 | 14 | 1.2071 | 0.1918 | 1.2071 | 1.0987 |
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- | No log | 0.4706 | 16 | 1.2379 | 0.0599 | 1.2379 | 1.1126 |
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- | No log | 0.5294 | 18 | 1.2933 | 0.1814 | 1.2933 | 1.1372 |
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- | No log | 0.5882 | 20 | 1.5978 | -0.0466 | 1.5978 | 1.2640 |
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- | No log | 0.6471 | 22 | 2.7633 | -0.0140 | 2.7633 | 1.6623 |
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- | No log | 0.7059 | 24 | 3.0905 | -0.0426 | 3.0905 | 1.7580 |
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- | No log | 0.7647 | 26 | 2.6000 | -0.0144 | 2.6000 | 1.6124 |
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- | No log | 0.8235 | 28 | 1.8421 | 0.0538 | 1.8421 | 1.3572 |
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- | No log | 0.8824 | 30 | 1.4016 | -0.0880 | 1.4016 | 1.1839 |
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- | No log | 0.9412 | 32 | 1.3111 | 0.1109 | 1.3111 | 1.1450 |
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- | No log | 1.0 | 34 | 1.2888 | 0.1142 | 1.2888 | 1.1353 |
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- | No log | 1.0588 | 36 | 1.3185 | 0.1176 | 1.3185 | 1.1483 |
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- | No log | 1.1176 | 38 | 1.2990 | 0.0916 | 1.2990 | 1.1397 |
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- | No log | 1.1765 | 40 | 1.2602 | 0.1543 | 1.2602 | 1.1226 |
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- | No log | 1.2353 | 42 | 1.2512 | 0.0802 | 1.2512 | 1.1186 |
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- | No log | 1.2941 | 44 | 1.2460 | 0.0802 | 1.2460 | 1.1162 |
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- | No log | 1.3529 | 46 | 1.2344 | 0.0802 | 1.2344 | 1.1111 |
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- | No log | 1.4118 | 48 | 1.2158 | 0.1314 | 1.2158 | 1.1026 |
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- | No log | 1.4706 | 50 | 1.1891 | 0.2304 | 1.1891 | 1.0905 |
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- | No log | 1.5294 | 52 | 1.2132 | 0.1354 | 1.2132 | 1.1015 |
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- | No log | 1.5882 | 54 | 1.2415 | 0.1228 | 1.2415 | 1.1142 |
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- | No log | 1.6471 | 56 | 1.2594 | 0.1168 | 1.2594 | 1.1222 |
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- | No log | 1.7059 | 58 | 1.2702 | 0.1230 | 1.2702 | 1.1270 |
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- | No log | 1.7647 | 60 | 1.2470 | 0.1655 | 1.2470 | 1.1167 |
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- | No log | 1.8235 | 62 | 1.2209 | 0.1691 | 1.2209 | 1.1050 |
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- | No log | 1.8824 | 64 | 1.2499 | 0.1354 | 1.2499 | 1.1180 |
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- | No log | 1.9412 | 66 | 1.2565 | 0.1354 | 1.2565 | 1.1209 |
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- | No log | 2.0 | 68 | 1.2510 | 0.1709 | 1.2510 | 1.1185 |
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- | No log | 2.0588 | 70 | 1.2532 | 0.1587 | 1.2532 | 1.1195 |
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- | No log | 2.1176 | 72 | 1.2495 | 0.2217 | 1.2495 | 1.1178 |
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- | No log | 2.1765 | 74 | 1.2020 | 0.2468 | 1.2020 | 1.0964 |
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- | No log | 2.2353 | 76 | 1.1926 | 0.1733 | 1.1926 | 1.0921 |
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- | No log | 2.2941 | 78 | 1.1806 | 0.2765 | 1.1806 | 1.0866 |
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- | No log | 2.3529 | 80 | 1.2001 | 0.3584 | 1.2001 | 1.0955 |
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- | No log | 2.4118 | 82 | 1.1349 | 0.2948 | 1.1349 | 1.0653 |
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- | No log | 2.4706 | 84 | 1.1645 | 0.2759 | 1.1645 | 1.0791 |
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- | No log | 2.5294 | 86 | 1.1761 | 0.2851 | 1.1761 | 1.0845 |
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- | No log | 2.5882 | 88 | 1.2440 | 0.1347 | 1.2440 | 1.1153 |
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- | No log | 2.6471 | 90 | 1.0893 | 0.3678 | 1.0893 | 1.0437 |
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- | No log | 2.7059 | 92 | 1.0547 | 0.3545 | 1.0547 | 1.0270 |
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- | No log | 2.7647 | 94 | 1.2564 | 0.3641 | 1.2564 | 1.1209 |
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- | No log | 2.8235 | 96 | 1.1411 | 0.4432 | 1.1411 | 1.0682 |
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- | No log | 2.8824 | 98 | 0.9879 | 0.4353 | 0.9879 | 0.9939 |
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- | No log | 2.9412 | 100 | 0.9815 | 0.4435 | 0.9815 | 0.9907 |
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- | No log | 3.0 | 102 | 0.9982 | 0.3917 | 0.9982 | 0.9991 |
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- | No log | 3.0588 | 104 | 0.9569 | 0.4359 | 0.9569 | 0.9782 |
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- | No log | 3.1176 | 106 | 0.9521 | 0.4147 | 0.9521 | 0.9758 |
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- | No log | 3.1765 | 108 | 0.9685 | 0.4115 | 0.9685 | 0.9841 |
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- | No log | 3.2353 | 110 | 0.9342 | 0.3868 | 0.9342 | 0.9665 |
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- | No log | 3.2941 | 112 | 0.9607 | 0.3859 | 0.9607 | 0.9802 |
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- | No log | 3.3529 | 114 | 1.1478 | 0.2797 | 1.1478 | 1.0713 |
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- | No log | 3.4118 | 116 | 1.1262 | 0.2890 | 1.1262 | 1.0612 |
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- | No log | 3.4706 | 118 | 0.9565 | 0.3708 | 0.9565 | 0.9780 |
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- | No log | 3.5294 | 120 | 0.9476 | 0.3652 | 0.9476 | 0.9735 |
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- | No log | 3.5882 | 122 | 0.9173 | 0.3938 | 0.9173 | 0.9577 |
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- | No log | 3.6471 | 124 | 1.0006 | 0.4249 | 1.0006 | 1.0003 |
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- | No log | 3.7059 | 126 | 1.0215 | 0.4318 | 1.0215 | 1.0107 |
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- | No log | 3.7647 | 128 | 0.9003 | 0.5546 | 0.9003 | 0.9488 |
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- | No log | 3.8235 | 130 | 0.8363 | 0.4662 | 0.8363 | 0.9145 |
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- | No log | 3.8824 | 132 | 0.8349 | 0.4587 | 0.8349 | 0.9137 |
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- | No log | 3.9412 | 134 | 0.8231 | 0.4455 | 0.8231 | 0.9073 |
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- | No log | 4.0 | 136 | 0.8314 | 0.4311 | 0.8314 | 0.9118 |
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- | No log | 4.0588 | 138 | 0.8528 | 0.4045 | 0.8528 | 0.9235 |
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- | No log | 4.1176 | 140 | 0.9743 | 0.4509 | 0.9743 | 0.9870 |
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- | No log | 4.1765 | 142 | 1.4205 | 0.2312 | 1.4205 | 1.1918 |
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- | No log | 4.2353 | 144 | 1.3703 | 0.2318 | 1.3703 | 1.1706 |
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- | No log | 4.2941 | 146 | 1.1318 | 0.3421 | 1.1318 | 1.0639 |
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- | No log | 4.3529 | 148 | 1.0893 | 0.3457 | 1.0893 | 1.0437 |
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- | No log | 4.4118 | 150 | 1.0791 | 0.3323 | 1.0791 | 1.0388 |
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- | No log | 4.4706 | 152 | 0.9116 | 0.4257 | 0.9116 | 0.9548 |
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- | No log | 4.5294 | 154 | 0.9157 | 0.4662 | 0.9157 | 0.9569 |
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- | No log | 4.5882 | 156 | 0.9172 | 0.4498 | 0.9172 | 0.9577 |
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- | No log | 4.6471 | 158 | 0.9915 | 0.4469 | 0.9915 | 0.9957 |
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- | No log | 4.7059 | 160 | 1.0444 | 0.3918 | 1.0444 | 1.0220 |
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- | No log | 4.7647 | 162 | 0.8994 | 0.3927 | 0.8994 | 0.9484 |
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- | No log | 4.8235 | 164 | 0.9324 | 0.3738 | 0.9324 | 0.9656 |
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- | No log | 4.8824 | 166 | 0.9476 | 0.4236 | 0.9476 | 0.9735 |
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- | No log | 4.9412 | 168 | 0.9250 | 0.4637 | 0.9250 | 0.9618 |
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- | No log | 5.0 | 170 | 0.9737 | 0.4652 | 0.9737 | 0.9867 |
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- | No log | 5.0588 | 172 | 0.9544 | 0.4273 | 0.9544 | 0.9770 |
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- | No log | 5.1176 | 174 | 1.0929 | 0.4 | 1.0929 | 1.0454 |
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- | No log | 5.1765 | 176 | 1.3287 | 0.3872 | 1.3287 | 1.1527 |
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- | No log | 5.2353 | 178 | 1.3569 | 0.3531 | 1.3569 | 1.1648 |
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- | No log | 5.2941 | 180 | 1.1572 | 0.4424 | 1.1572 | 1.0757 |
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- | No log | 5.3529 | 182 | 1.0359 | 0.5249 | 1.0359 | 1.0178 |
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- | No log | 5.4118 | 184 | 0.9475 | 0.4347 | 0.9475 | 0.9734 |
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- | No log | 5.4706 | 186 | 0.8710 | 0.4488 | 0.8710 | 0.9333 |
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- | No log | 5.5294 | 188 | 0.8863 | 0.3624 | 0.8863 | 0.9414 |
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- | No log | 5.5882 | 190 | 0.8503 | 0.3874 | 0.8503 | 0.9221 |
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- | No log | 5.6471 | 192 | 0.8168 | 0.4700 | 0.8168 | 0.9038 |
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- | No log | 5.7059 | 194 | 0.8025 | 0.4352 | 0.8025 | 0.8958 |
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- | No log | 5.7647 | 196 | 0.9042 | 0.4615 | 0.9042 | 0.9509 |
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- | No log | 5.8235 | 198 | 0.8915 | 0.4615 | 0.8915 | 0.9442 |
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- | No log | 5.8824 | 200 | 0.8915 | 0.4615 | 0.8915 | 0.9442 |
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- | No log | 5.9412 | 202 | 0.8981 | 0.4615 | 0.8981 | 0.9477 |
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- | No log | 6.0 | 204 | 0.9277 | 0.4752 | 0.9277 | 0.9632 |
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- | No log | 6.0588 | 206 | 0.8587 | 0.4008 | 0.8587 | 0.9267 |
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- | No log | 6.1176 | 208 | 0.8169 | 0.3796 | 0.8169 | 0.9038 |
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- | No log | 6.1765 | 210 | 0.8291 | 0.3539 | 0.8291 | 0.9105 |
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- | No log | 6.2353 | 212 | 0.9329 | 0.4175 | 0.9329 | 0.9658 |
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- | No log | 6.2941 | 214 | 1.0037 | 0.4154 | 1.0037 | 1.0019 |
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- | No log | 6.3529 | 216 | 0.9560 | 0.3602 | 0.9560 | 0.9778 |
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- | No log | 6.4118 | 218 | 0.9128 | 0.4460 | 0.9128 | 0.9554 |
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- | No log | 6.4706 | 220 | 0.9951 | 0.3665 | 0.9951 | 0.9976 |
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- | No log | 6.5294 | 222 | 1.3560 | 0.3455 | 1.3560 | 1.1645 |
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- | No log | 6.5882 | 224 | 1.3782 | 0.3380 | 1.3782 | 1.1740 |
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- | No log | 6.6471 | 226 | 1.0701 | 0.3747 | 1.0701 | 1.0345 |
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- | No log | 6.7059 | 228 | 0.8705 | 0.4356 | 0.8705 | 0.9330 |
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- | No log | 6.7647 | 230 | 0.8695 | 0.4079 | 0.8695 | 0.9325 |
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- | No log | 6.8235 | 232 | 0.8796 | 0.4221 | 0.8796 | 0.9379 |
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- | No log | 6.8824 | 234 | 0.8943 | 0.4115 | 0.8943 | 0.9457 |
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- | No log | 6.9412 | 236 | 0.9030 | 0.3557 | 0.9030 | 0.9503 |
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- | No log | 7.0 | 238 | 0.9344 | 0.3603 | 0.9344 | 0.9666 |
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- | No log | 7.0588 | 240 | 0.9286 | 0.3510 | 0.9286 | 0.9637 |
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- | No log | 7.1176 | 242 | 0.9435 | 0.3404 | 0.9435 | 0.9713 |
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- | No log | 7.1765 | 244 | 1.0171 | 0.3394 | 1.0171 | 1.0085 |
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- | No log | 7.2353 | 246 | 1.0054 | 0.3243 | 1.0054 | 1.0027 |
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- | No log | 7.2941 | 248 | 0.9498 | 0.3243 | 0.9498 | 0.9746 |
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- | No log | 7.3529 | 250 | 0.9957 | 0.3225 | 0.9957 | 0.9979 |
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- | No log | 7.4118 | 252 | 1.0884 | 0.3618 | 1.0884 | 1.0433 |
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- | No log | 7.4706 | 254 | 1.0403 | 0.2955 | 1.0403 | 1.0200 |
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- | No log | 7.5294 | 256 | 0.9821 | 0.2752 | 0.9821 | 0.9910 |
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- | No log | 7.5882 | 258 | 0.9918 | 0.3119 | 0.9918 | 0.9959 |
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- | No log | 7.6471 | 260 | 0.9676 | 0.2346 | 0.9676 | 0.9837 |
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- | No log | 7.7059 | 262 | 0.9538 | 0.2761 | 0.9538 | 0.9766 |
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- | No log | 7.7647 | 264 | 0.9109 | 0.3017 | 0.9109 | 0.9544 |
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- | No log | 7.8235 | 266 | 0.8991 | 0.4104 | 0.8991 | 0.9482 |
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- | No log | 7.8824 | 268 | 1.0007 | 0.3657 | 1.0007 | 1.0003 |
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- | No log | 7.9412 | 270 | 1.1211 | 0.4186 | 1.1211 | 1.0588 |
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- | No log | 8.0 | 272 | 1.0330 | 0.3755 | 1.0330 | 1.0163 |
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- | No log | 8.0588 | 274 | 0.8647 | 0.4482 | 0.8647 | 0.9299 |
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- | No log | 8.1176 | 276 | 0.8504 | 0.4075 | 0.8504 | 0.9222 |
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- | No log | 8.1765 | 278 | 0.8551 | 0.3201 | 0.8551 | 0.9247 |
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- | No log | 8.2353 | 280 | 0.9021 | 0.3687 | 0.9021 | 0.9498 |
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- | No log | 8.2941 | 282 | 0.8871 | 0.3687 | 0.8871 | 0.9419 |
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- | No log | 8.3529 | 284 | 0.8339 | 0.4243 | 0.8339 | 0.9132 |
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- | No log | 8.4118 | 286 | 0.8686 | 0.4854 | 0.8686 | 0.9320 |
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- | No log | 8.4706 | 288 | 0.8670 | 0.4854 | 0.8670 | 0.9311 |
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- | No log | 8.5294 | 290 | 0.8295 | 0.4409 | 0.8295 | 0.9108 |
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- | No log | 8.5882 | 292 | 0.8628 | 0.4648 | 0.8628 | 0.9289 |
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- | No log | 8.6471 | 294 | 0.8335 | 0.4409 | 0.8335 | 0.9130 |
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- | No log | 8.7059 | 296 | 0.8489 | 0.4578 | 0.8489 | 0.9213 |
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- | No log | 8.7647 | 298 | 0.8908 | 0.4375 | 0.8908 | 0.9438 |
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- | No log | 8.8235 | 300 | 0.8427 | 0.4261 | 0.8427 | 0.9180 |
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- | No log | 8.8824 | 302 | 0.8441 | 0.4831 | 0.8441 | 0.9187 |
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- | No log | 8.9412 | 304 | 0.8561 | 0.4760 | 0.8561 | 0.9252 |
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- | No log | 9.0 | 306 | 0.8539 | 0.4760 | 0.8539 | 0.9240 |
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- | No log | 9.0588 | 308 | 0.8524 | 0.4760 | 0.8524 | 0.9233 |
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- | No log | 9.1176 | 310 | 0.8463 | 0.4286 | 0.8463 | 0.9200 |
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- | No log | 9.1765 | 312 | 0.8508 | 0.4142 | 0.8508 | 0.9224 |
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- | No log | 9.2353 | 314 | 0.8853 | 0.4394 | 0.8853 | 0.9409 |
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- | No log | 9.2941 | 316 | 0.8867 | 0.4394 | 0.8867 | 0.9416 |
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- | No log | 9.3529 | 318 | 0.8312 | 0.5634 | 0.8312 | 0.9117 |
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- | No log | 9.4118 | 320 | 0.8946 | 0.4078 | 0.8946 | 0.9458 |
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- | No log | 9.4706 | 322 | 0.9095 | 0.3935 | 0.9095 | 0.9537 |
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- | No log | 9.5294 | 324 | 0.8643 | 0.5075 | 0.8643 | 0.9297 |
214
- | No log | 9.5882 | 326 | 0.8290 | 0.5794 | 0.8290 | 0.9105 |
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- | No log | 9.6471 | 328 | 0.8255 | 0.5925 | 0.8255 | 0.9086 |
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- | No log | 9.7059 | 330 | 0.8481 | 0.5075 | 0.8481 | 0.9209 |
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- | No log | 9.7647 | 332 | 0.8505 | 0.5717 | 0.8505 | 0.9222 |
218
- | No log | 9.8235 | 334 | 0.8244 | 0.5982 | 0.8244 | 0.9079 |
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- | No log | 9.8824 | 336 | 0.8322 | 0.5796 | 0.8322 | 0.9122 |
220
- | No log | 9.9412 | 338 | 0.8395 | 0.5463 | 0.8395 | 0.9162 |
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- | No log | 10.0 | 340 | 0.8530 | 0.4806 | 0.8530 | 0.9236 |
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- | No log | 10.0588 | 342 | 0.9043 | 0.4606 | 0.9043 | 0.9510 |
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- | No log | 10.1176 | 344 | 0.8835 | 0.4080 | 0.8835 | 0.9400 |
224
- | No log | 10.1765 | 346 | 0.8303 | 0.4806 | 0.8303 | 0.9112 |
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- | No log | 10.2353 | 348 | 0.8162 | 0.5257 | 0.8162 | 0.9034 |
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- | No log | 10.2941 | 350 | 0.8145 | 0.5274 | 0.8145 | 0.9025 |
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- | No log | 10.3529 | 352 | 0.8394 | 0.4926 | 0.8394 | 0.9162 |
228
- | No log | 10.4118 | 354 | 0.8565 | 0.4606 | 0.8565 | 0.9255 |
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- | No log | 10.4706 | 356 | 0.8467 | 0.4606 | 0.8467 | 0.9202 |
230
- | No log | 10.5294 | 358 | 0.8167 | 0.4804 | 0.8167 | 0.9037 |
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- | No log | 10.5882 | 360 | 0.8505 | 0.4787 | 0.8505 | 0.9222 |
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- | No log | 10.6471 | 362 | 0.8674 | 0.4775 | 0.8674 | 0.9313 |
233
- | No log | 10.7059 | 364 | 0.8479 | 0.4629 | 0.8479 | 0.9208 |
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- | No log | 10.7647 | 366 | 0.8636 | 0.4240 | 0.8636 | 0.9293 |
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- | No log | 10.8235 | 368 | 0.8977 | 0.4425 | 0.8977 | 0.9475 |
236
- | No log | 10.8824 | 370 | 0.9072 | 0.4291 | 0.9072 | 0.9524 |
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- | No log | 10.9412 | 372 | 0.9437 | 0.4694 | 0.9437 | 0.9714 |
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- | No log | 11.0 | 374 | 0.9085 | 0.4914 | 0.9085 | 0.9531 |
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- | No log | 11.0588 | 376 | 0.8705 | 0.5264 | 0.8705 | 0.9330 |
240
- | No log | 11.1176 | 378 | 0.8231 | 0.5165 | 0.8231 | 0.9072 |
241
- | No log | 11.1765 | 380 | 0.8349 | 0.4681 | 0.8349 | 0.9137 |
242
- | No log | 11.2353 | 382 | 0.8423 | 0.3998 | 0.8423 | 0.9178 |
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- | No log | 11.2941 | 384 | 0.8677 | 0.3356 | 0.8677 | 0.9315 |
244
- | No log | 11.3529 | 386 | 0.8673 | 0.3990 | 0.8673 | 0.9313 |
245
- | No log | 11.4118 | 388 | 0.8889 | 0.4164 | 0.8889 | 0.9428 |
246
- | No log | 11.4706 | 390 | 0.8672 | 0.4164 | 0.8672 | 0.9312 |
247
- | No log | 11.5294 | 392 | 0.8262 | 0.4711 | 0.8262 | 0.9090 |
248
- | No log | 11.5882 | 394 | 0.7965 | 0.4700 | 0.7965 | 0.8925 |
249
- | No log | 11.6471 | 396 | 0.7984 | 0.4920 | 0.7984 | 0.8935 |
250
- | No log | 11.7059 | 398 | 0.8356 | 0.5275 | 0.8356 | 0.9141 |
251
- | No log | 11.7647 | 400 | 0.8139 | 0.5610 | 0.8139 | 0.9022 |
252
- | No log | 11.8235 | 402 | 0.7970 | 0.5230 | 0.7970 | 0.8927 |
253
- | No log | 11.8824 | 404 | 0.7837 | 0.4519 | 0.7837 | 0.8853 |
254
- | No log | 11.9412 | 406 | 0.7818 | 0.4461 | 0.7818 | 0.8842 |
255
- | No log | 12.0 | 408 | 0.7922 | 0.4381 | 0.7922 | 0.8901 |
256
- | No log | 12.0588 | 410 | 0.8161 | 0.4482 | 0.8161 | 0.9034 |
257
- | No log | 12.1176 | 412 | 0.8808 | 0.4316 | 0.8808 | 0.9385 |
258
- | No log | 12.1765 | 414 | 0.9042 | 0.4532 | 0.9042 | 0.9509 |
259
- | No log | 12.2353 | 416 | 0.8346 | 0.4434 | 0.8346 | 0.9136 |
260
- | No log | 12.2941 | 418 | 0.7739 | 0.4461 | 0.7739 | 0.8797 |
261
- | No log | 12.3529 | 420 | 0.7795 | 0.5333 | 0.7795 | 0.8829 |
262
- | No log | 12.4118 | 422 | 0.7604 | 0.5546 | 0.7604 | 0.8720 |
263
- | No log | 12.4706 | 424 | 0.7303 | 0.4980 | 0.7303 | 0.8546 |
264
- | No log | 12.5294 | 426 | 0.8016 | 0.5560 | 0.8016 | 0.8953 |
265
- | No log | 12.5882 | 428 | 0.8706 | 0.4972 | 0.8706 | 0.9330 |
266
- | No log | 12.6471 | 430 | 0.8517 | 0.5 | 0.8517 | 0.9229 |
267
- | No log | 12.7059 | 432 | 0.7857 | 0.5303 | 0.7857 | 0.8864 |
268
- | No log | 12.7647 | 434 | 0.7431 | 0.5094 | 0.7431 | 0.8620 |
269
- | No log | 12.8235 | 436 | 0.7456 | 0.5300 | 0.7456 | 0.8635 |
270
- | No log | 12.8824 | 438 | 0.7616 | 0.5303 | 0.7616 | 0.8727 |
271
- | No log | 12.9412 | 440 | 0.8115 | 0.5560 | 0.8115 | 0.9008 |
272
- | No log | 13.0 | 442 | 0.8285 | 0.5218 | 0.8285 | 0.9102 |
273
- | No log | 13.0588 | 444 | 0.7948 | 0.5303 | 0.7948 | 0.8915 |
274
- | No log | 13.1176 | 446 | 0.7548 | 0.4757 | 0.7548 | 0.8688 |
275
- | No log | 13.1765 | 448 | 0.7543 | 0.5534 | 0.7543 | 0.8685 |
276
- | No log | 13.2353 | 450 | 0.7550 | 0.5044 | 0.7550 | 0.8689 |
277
- | No log | 13.2941 | 452 | 0.8008 | 0.5303 | 0.8008 | 0.8949 |
278
- | No log | 13.3529 | 454 | 0.9201 | 0.5028 | 0.9201 | 0.9592 |
279
- | No log | 13.4118 | 456 | 0.9210 | 0.5135 | 0.9210 | 0.9597 |
280
- | No log | 13.4706 | 458 | 0.8051 | 0.5636 | 0.8051 | 0.8973 |
281
- | No log | 13.5294 | 460 | 0.7848 | 0.5618 | 0.7848 | 0.8859 |
282
- | No log | 13.5882 | 462 | 0.8783 | 0.4480 | 0.8783 | 0.9372 |
283
- | No log | 13.6471 | 464 | 0.8454 | 0.4787 | 0.8454 | 0.9194 |
284
- | No log | 13.7059 | 466 | 0.7968 | 0.4075 | 0.7968 | 0.8926 |
285
- | No log | 13.7647 | 468 | 0.8409 | 0.4560 | 0.8409 | 0.9170 |
286
- | No log | 13.8235 | 470 | 0.9357 | 0.3897 | 0.9357 | 0.9673 |
287
- | No log | 13.8824 | 472 | 0.9143 | 0.4220 | 0.9143 | 0.9562 |
288
- | No log | 13.9412 | 474 | 0.8194 | 0.4902 | 0.8194 | 0.9052 |
289
- | No log | 14.0 | 476 | 0.8072 | 0.4934 | 0.8072 | 0.8985 |
290
- | No log | 14.0588 | 478 | 0.8012 | 0.4118 | 0.8012 | 0.8951 |
291
- | No log | 14.1176 | 480 | 0.8194 | 0.4261 | 0.8194 | 0.9052 |
292
- | No log | 14.1765 | 482 | 0.8278 | 0.3728 | 0.8278 | 0.9099 |
293
- | No log | 14.2353 | 484 | 0.8567 | 0.3970 | 0.8567 | 0.9256 |
294
- | No log | 14.2941 | 486 | 0.8532 | 0.4242 | 0.8532 | 0.9237 |
295
- | No log | 14.3529 | 488 | 0.8468 | 0.3615 | 0.8468 | 0.9202 |
296
- | No log | 14.4118 | 490 | 0.8717 | 0.4483 | 0.8717 | 0.9337 |
297
- | No log | 14.4706 | 492 | 0.8953 | 0.4624 | 0.8953 | 0.9462 |
298
- | No log | 14.5294 | 494 | 0.8950 | 0.4624 | 0.8950 | 0.9461 |
299
- | No log | 14.5882 | 496 | 0.8919 | 0.4341 | 0.8919 | 0.9444 |
300
- | No log | 14.6471 | 498 | 0.8676 | 0.3318 | 0.8676 | 0.9314 |
301
- | 0.3558 | 14.7059 | 500 | 0.8695 | 0.4009 | 0.8695 | 0.9325 |
302
- | 0.3558 | 14.7647 | 502 | 0.8700 | 0.4013 | 0.8700 | 0.9327 |
303
- | 0.3558 | 14.8235 | 504 | 0.8468 | 0.4220 | 0.8468 | 0.9202 |
304
- | 0.3558 | 14.8824 | 506 | 0.8410 | 0.3762 | 0.8410 | 0.9171 |
305
- | 0.3558 | 14.9412 | 508 | 0.8297 | 0.4118 | 0.8297 | 0.9109 |
306
- | 0.3558 | 15.0 | 510 | 0.8252 | 0.4197 | 0.8252 | 0.9084 |
307
- | 0.3558 | 15.0588 | 512 | 0.8525 | 0.4507 | 0.8525 | 0.9233 |
308
- | 0.3558 | 15.1176 | 514 | 0.9031 | 0.4817 | 0.9031 | 0.9503 |
309
- | 0.3558 | 15.1765 | 516 | 0.8444 | 0.5197 | 0.8444 | 0.9189 |
310
- | 0.3558 | 15.2353 | 518 | 0.7830 | 0.4504 | 0.7830 | 0.8849 |
311
- | 0.3558 | 15.2941 | 520 | 0.7778 | 0.5846 | 0.7778 | 0.8819 |
312
- | 0.3558 | 15.3529 | 522 | 0.7647 | 0.5606 | 0.7647 | 0.8744 |
313
- | 0.3558 | 15.4118 | 524 | 0.7652 | 0.5060 | 0.7652 | 0.8747 |
314
- | 0.3558 | 15.4706 | 526 | 0.7815 | 0.5075 | 0.7815 | 0.8840 |
315
- | 0.3558 | 15.5294 | 528 | 0.7949 | 0.5075 | 0.7949 | 0.8916 |
316
- | 0.3558 | 15.5882 | 530 | 0.7918 | 0.4681 | 0.7918 | 0.8898 |
317
- | 0.3558 | 15.6471 | 532 | 0.7988 | 0.4645 | 0.7988 | 0.8938 |
318
- | 0.3558 | 15.7059 | 534 | 0.8147 | 0.4859 | 0.8147 | 0.9026 |
319
- | 0.3558 | 15.7647 | 536 | 0.8485 | 0.5636 | 0.8485 | 0.9211 |
320
- | 0.3558 | 15.8235 | 538 | 0.8339 | 0.5424 | 0.8339 | 0.9132 |
321
- | 0.3558 | 15.8824 | 540 | 0.8032 | 0.5352 | 0.8032 | 0.8962 |
322
- | 0.3558 | 15.9412 | 542 | 0.8152 | 0.4889 | 0.8152 | 0.9029 |
323
- | 0.3558 | 16.0 | 544 | 0.8416 | 0.5275 | 0.8416 | 0.9174 |
324
- | 0.3558 | 16.0588 | 546 | 0.8647 | 0.4911 | 0.8647 | 0.9299 |
325
- | 0.3558 | 16.1176 | 548 | 0.9117 | 0.3800 | 0.9117 | 0.9548 |
326
- | 0.3558 | 16.1765 | 550 | 0.9432 | 0.3800 | 0.9432 | 0.9712 |
327
- | 0.3558 | 16.2353 | 552 | 1.0519 | 0.4453 | 1.0519 | 1.0256 |
328
- | 0.3558 | 16.2941 | 554 | 1.0502 | 0.4449 | 1.0502 | 1.0248 |
329
- | 0.3558 | 16.3529 | 556 | 0.9791 | 0.4298 | 0.9791 | 0.9895 |
330
- | 0.3558 | 16.4118 | 558 | 0.9086 | 0.4792 | 0.9086 | 0.9532 |
331
- | 0.3558 | 16.4706 | 560 | 0.8685 | 0.5118 | 0.8685 | 0.9320 |
332
- | 0.3558 | 16.5294 | 562 | 0.8730 | 0.5118 | 0.8730 | 0.9343 |
333
- | 0.3558 | 16.5882 | 564 | 0.9300 | 0.4453 | 0.9300 | 0.9644 |
334
- | 0.3558 | 16.6471 | 566 | 1.0056 | 0.3982 | 1.0056 | 1.0028 |
335
- | 0.3558 | 16.7059 | 568 | 0.9894 | 0.3870 | 0.9894 | 0.9947 |
336
- | 0.3558 | 16.7647 | 570 | 0.9374 | 0.3744 | 0.9374 | 0.9682 |
337
- | 0.3558 | 16.8235 | 572 | 0.8710 | 0.4394 | 0.8710 | 0.9333 |
338
- | 0.3558 | 16.8824 | 574 | 0.8142 | 0.3957 | 0.8142 | 0.9023 |
339
- | 0.3558 | 16.9412 | 576 | 0.7932 | 0.4845 | 0.7932 | 0.8906 |
340
- | 0.3558 | 17.0 | 578 | 0.8190 | 0.4871 | 0.8190 | 0.9050 |
341
- | 0.3558 | 17.0588 | 580 | 0.8983 | 0.5180 | 0.8983 | 0.9478 |
342
- | 0.3558 | 17.1176 | 582 | 0.9202 | 0.4186 | 0.9202 | 0.9593 |
343
- | 0.3558 | 17.1765 | 584 | 0.8768 | 0.5217 | 0.8768 | 0.9364 |
344
- | 0.3558 | 17.2353 | 586 | 0.8231 | 0.4690 | 0.8231 | 0.9073 |
345
- | 0.3558 | 17.2941 | 588 | 0.8016 | 0.3603 | 0.8016 | 0.8953 |
346
- | 0.3558 | 17.3529 | 590 | 0.8251 | 0.4587 | 0.8251 | 0.9084 |
347
- | 0.3558 | 17.4118 | 592 | 0.8199 | 0.4587 | 0.8199 | 0.9055 |
348
- | 0.3558 | 17.4706 | 594 | 0.7985 | 0.3525 | 0.7985 | 0.8936 |
349
- | 0.3558 | 17.5294 | 596 | 0.8996 | 0.4876 | 0.8996 | 0.9484 |
350
- | 0.3558 | 17.5882 | 598 | 0.9646 | 0.4186 | 0.9646 | 0.9821 |
351
- | 0.3558 | 17.6471 | 600 | 0.9317 | 0.4316 | 0.9317 | 0.9653 |
352
- | 0.3558 | 17.7059 | 602 | 0.8527 | 0.4304 | 0.8527 | 0.9234 |
353
- | 0.3558 | 17.7647 | 604 | 0.8235 | 0.4158 | 0.8235 | 0.9075 |
354
- | 0.3558 | 17.8235 | 606 | 0.8485 | 0.4752 | 0.8485 | 0.9211 |
355
- | 0.3558 | 17.8824 | 608 | 0.8355 | 0.4752 | 0.8355 | 0.9140 |
356
- | 0.3558 | 17.9412 | 610 | 0.8088 | 0.4839 | 0.8088 | 0.8993 |
357
- | 0.3558 | 18.0 | 612 | 0.8578 | 0.4519 | 0.8578 | 0.9262 |
358
- | 0.3558 | 18.0588 | 614 | 1.0131 | 0.3857 | 1.0131 | 1.0065 |
359
- | 0.3558 | 18.1176 | 616 | 1.0911 | 0.4466 | 1.0911 | 1.0445 |
360
- | 0.3558 | 18.1765 | 618 | 1.0307 | 0.3618 | 1.0307 | 1.0153 |
361
- | 0.3558 | 18.2353 | 620 | 0.9107 | 0.3809 | 0.9107 | 0.9543 |
362
- | 0.3558 | 18.2941 | 622 | 0.8483 | 0.4343 | 0.8483 | 0.9211 |
363
- | 0.3558 | 18.3529 | 624 | 0.8216 | 0.5375 | 0.8216 | 0.9064 |
364
- | 0.3558 | 18.4118 | 626 | 0.8141 | 0.5061 | 0.8141 | 0.9023 |
365
- | 0.3558 | 18.4706 | 628 | 0.8218 | 0.5345 | 0.8218 | 0.9065 |
366
- | 0.3558 | 18.5294 | 630 | 0.8699 | 0.3926 | 0.8699 | 0.9327 |
367
- | 0.3558 | 18.5882 | 632 | 0.9372 | 0.3263 | 0.9372 | 0.9681 |
368
- | 0.3558 | 18.6471 | 634 | 0.9547 | 0.3097 | 0.9547 | 0.9771 |
369
- | 0.3558 | 18.7059 | 636 | 0.9590 | 0.3237 | 0.9590 | 0.9793 |
370
- | 0.3558 | 18.7647 | 638 | 0.9624 | 0.3962 | 0.9624 | 0.9810 |
371
 
372
 
373
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k5_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k5_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.3255
19
+ - Qwk: 0.2084
20
+ - Mse: 1.3255
21
+ - Rmse: 1.1513
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.08 | 2 | 4.7427 | 0.0010 | 4.7427 | 2.1778 |
53
+ | No log | 0.16 | 4 | 2.6938 | 0.0239 | 2.6938 | 1.6413 |
54
+ | No log | 0.24 | 6 | 2.1795 | -0.0045 | 2.1795 | 1.4763 |
55
+ | No log | 0.32 | 8 | 1.8529 | -0.0102 | 1.8529 | 1.3612 |
56
+ | No log | 0.4 | 10 | 1.5452 | 0.0028 | 1.5452 | 1.2431 |
57
+ | No log | 0.48 | 12 | 1.5139 | -0.0623 | 1.5139 | 1.2304 |
58
+ | No log | 0.56 | 14 | 1.6597 | -0.1074 | 1.6597 | 1.2883 |
59
+ | No log | 0.64 | 16 | 1.9003 | -0.0830 | 1.9003 | 1.3785 |
60
+ | No log | 0.72 | 18 | 1.8270 | -0.1129 | 1.8270 | 1.3517 |
61
+ | No log | 0.8 | 20 | 1.6615 | -0.0267 | 1.6615 | 1.2890 |
62
+ | No log | 0.88 | 22 | 1.5042 | -0.0521 | 1.5042 | 1.2264 |
63
+ | No log | 0.96 | 24 | 1.4348 | -0.1073 | 1.4348 | 1.1978 |
64
+ | No log | 1.04 | 26 | 1.2963 | 0.1711 | 1.2963 | 1.1385 |
65
+ | No log | 1.12 | 28 | 1.2723 | 0.1242 | 1.2723 | 1.1279 |
66
+ | No log | 1.2 | 30 | 1.3234 | 0.1076 | 1.3234 | 1.1504 |
67
+ | No log | 1.28 | 32 | 1.3877 | 0.0642 | 1.3877 | 1.1780 |
68
+ | No log | 1.3600 | 34 | 1.3729 | 0.0711 | 1.3729 | 1.1717 |
69
+ | No log | 1.44 | 36 | 1.2748 | 0.1546 | 1.2748 | 1.1291 |
70
+ | No log | 1.52 | 38 | 1.2301 | 0.2142 | 1.2301 | 1.1091 |
71
+ | No log | 1.6 | 40 | 1.2851 | 0.0613 | 1.2851 | 1.1336 |
72
+ | No log | 1.6800 | 42 | 1.3123 | 0.0741 | 1.3123 | 1.1456 |
73
+ | No log | 1.76 | 44 | 1.2298 | 0.2323 | 1.2298 | 1.1090 |
74
+ | No log | 1.8400 | 46 | 1.2298 | 0.0671 | 1.2298 | 1.1090 |
75
+ | No log | 1.92 | 48 | 1.2098 | 0.0872 | 1.2098 | 1.0999 |
76
+ | No log | 2.0 | 50 | 1.1707 | 0.1585 | 1.1707 | 1.0820 |
77
+ | No log | 2.08 | 52 | 1.1815 | 0.2689 | 1.1815 | 1.0870 |
78
+ | No log | 2.16 | 54 | 1.1867 | 0.2492 | 1.1867 | 1.0894 |
79
+ | No log | 2.24 | 56 | 1.2247 | 0.1538 | 1.2247 | 1.1067 |
80
+ | No log | 2.32 | 58 | 1.2812 | 0.2075 | 1.2812 | 1.1319 |
81
+ | No log | 2.4 | 60 | 1.3026 | 0.2348 | 1.3026 | 1.1413 |
82
+ | No log | 2.48 | 62 | 1.2872 | 0.1709 | 1.2872 | 1.1346 |
83
+ | No log | 2.56 | 64 | 1.5698 | 0.1977 | 1.5698 | 1.2529 |
84
+ | No log | 2.64 | 66 | 1.7537 | 0.1305 | 1.7537 | 1.3243 |
85
+ | No log | 2.7200 | 68 | 1.5323 | 0.1857 | 1.5323 | 1.2379 |
86
+ | No log | 2.8 | 70 | 1.4104 | 0.2037 | 1.4104 | 1.1876 |
87
+ | No log | 2.88 | 72 | 1.5126 | 0.2498 | 1.5126 | 1.2299 |
88
+ | No log | 2.96 | 74 | 1.4200 | 0.2833 | 1.4200 | 1.1917 |
89
+ | No log | 3.04 | 76 | 1.2252 | 0.2638 | 1.2252 | 1.1069 |
90
+ | No log | 3.12 | 78 | 1.1305 | 0.3525 | 1.1305 | 1.0632 |
91
+ | No log | 3.2 | 80 | 1.1297 | 0.3637 | 1.1297 | 1.0629 |
92
+ | No log | 3.2800 | 82 | 1.0894 | 0.3787 | 1.0894 | 1.0437 |
93
+ | No log | 3.36 | 84 | 1.2609 | 0.3303 | 1.2609 | 1.1229 |
94
+ | No log | 3.44 | 86 | 1.3287 | 0.3424 | 1.3287 | 1.1527 |
95
+ | No log | 3.52 | 88 | 1.2101 | 0.3000 | 1.2101 | 1.1000 |
96
+ | No log | 3.6 | 90 | 1.1808 | 0.3621 | 1.1808 | 1.0866 |
97
+ | No log | 3.68 | 92 | 1.2395 | 0.3232 | 1.2395 | 1.1133 |
98
+ | No log | 3.76 | 94 | 1.3767 | 0.2863 | 1.3767 | 1.1733 |
99
+ | No log | 3.84 | 96 | 1.2926 | 0.3023 | 1.2926 | 1.1369 |
100
+ | No log | 3.92 | 98 | 1.2070 | 0.3505 | 1.2070 | 1.0987 |
101
+ | No log | 4.0 | 100 | 1.1413 | 0.2811 | 1.1413 | 1.0683 |
102
+ | No log | 4.08 | 102 | 1.0918 | 0.3181 | 1.0918 | 1.0449 |
103
+ | No log | 4.16 | 104 | 1.1196 | 0.3584 | 1.1196 | 1.0581 |
104
+ | No log | 4.24 | 106 | 1.3064 | 0.2822 | 1.3064 | 1.1430 |
105
+ | No log | 4.32 | 108 | 1.2470 | 0.4298 | 1.2470 | 1.1167 |
106
+ | No log | 4.4 | 110 | 1.0622 | 0.4318 | 1.0622 | 1.0306 |
107
+ | No log | 4.48 | 112 | 1.0685 | 0.4881 | 1.0685 | 1.0337 |
108
+ | No log | 4.5600 | 114 | 1.2291 | 0.4432 | 1.2291 | 1.1086 |
109
+ | No log | 4.64 | 116 | 1.3134 | 0.3681 | 1.3134 | 1.1460 |
110
+ | No log | 4.72 | 118 | 1.2918 | 0.4138 | 1.2918 | 1.1366 |
111
+ | No log | 4.8 | 120 | 1.2961 | 0.3759 | 1.2961 | 1.1385 |
112
+ | No log | 4.88 | 122 | 1.3820 | 0.3459 | 1.3820 | 1.1756 |
113
+ | No log | 4.96 | 124 | 1.1428 | 0.3696 | 1.1428 | 1.0690 |
114
+ | No log | 5.04 | 126 | 1.1215 | 0.3991 | 1.1215 | 1.0590 |
115
+ | No log | 5.12 | 128 | 1.1182 | 0.4316 | 1.1182 | 1.0575 |
116
+ | No log | 5.2 | 130 | 1.1938 | 0.4083 | 1.1938 | 1.0926 |
117
+ | No log | 5.28 | 132 | 1.2152 | 0.3765 | 1.2152 | 1.1024 |
118
+ | No log | 5.36 | 134 | 1.3377 | 0.3817 | 1.3377 | 1.1566 |
119
+ | No log | 5.44 | 136 | 1.5047 | 0.3286 | 1.5047 | 1.2267 |
120
+ | No log | 5.52 | 138 | 1.3588 | 0.3580 | 1.3588 | 1.1657 |
121
+ | No log | 5.6 | 140 | 1.2717 | 0.2733 | 1.2717 | 1.1277 |
122
+ | No log | 5.68 | 142 | 1.1113 | 0.3062 | 1.1113 | 1.0542 |
123
+ | No log | 5.76 | 144 | 1.0991 | 0.3040 | 1.0991 | 1.0484 |
124
+ | No log | 5.84 | 146 | 1.2325 | 0.2679 | 1.2325 | 1.1102 |
125
+ | No log | 5.92 | 148 | 1.4909 | 0.3258 | 1.4909 | 1.2210 |
126
+ | No log | 6.0 | 150 | 1.5451 | 0.3127 | 1.5451 | 1.2430 |
127
+ | No log | 6.08 | 152 | 1.2331 | 0.3722 | 1.2331 | 1.1104 |
128
+ | No log | 6.16 | 154 | 1.0909 | 0.3289 | 1.0909 | 1.0445 |
129
+ | No log | 6.24 | 156 | 1.0803 | 0.3476 | 1.0803 | 1.0394 |
130
+ | No log | 6.32 | 158 | 1.1023 | 0.3385 | 1.1023 | 1.0499 |
131
+ | No log | 6.4 | 160 | 1.3347 | 0.3137 | 1.3347 | 1.1553 |
132
+ | No log | 6.48 | 162 | 1.3131 | 0.2885 | 1.3131 | 1.1459 |
133
+ | No log | 6.5600 | 164 | 1.0693 | 0.3139 | 1.0693 | 1.0341 |
134
+ | No log | 6.64 | 166 | 1.0307 | 0.2633 | 1.0307 | 1.0153 |
135
+ | No log | 6.72 | 168 | 1.0210 | 0.3223 | 1.0210 | 1.0104 |
136
+ | No log | 6.8 | 170 | 1.1934 | 0.2870 | 1.1934 | 1.0924 |
137
+ | No log | 6.88 | 172 | 1.3203 | 0.2944 | 1.3203 | 1.1491 |
138
+ | No log | 6.96 | 174 | 1.2406 | 0.3287 | 1.2406 | 1.1138 |
139
+ | No log | 7.04 | 176 | 1.1463 | 0.2011 | 1.1463 | 1.0707 |
140
+ | No log | 7.12 | 178 | 1.1204 | 0.2438 | 1.1204 | 1.0585 |
141
+ | No log | 7.2 | 180 | 1.2045 | 0.2235 | 1.2045 | 1.0975 |
142
+ | No log | 7.28 | 182 | 1.3718 | 0.2354 | 1.3718 | 1.1712 |
143
+ | No log | 7.36 | 184 | 1.4235 | 0.2620 | 1.4235 | 1.1931 |
144
+ | No log | 7.44 | 186 | 1.2542 | 0.3370 | 1.2542 | 1.1199 |
145
+ | No log | 7.52 | 188 | 1.0508 | 0.3561 | 1.0508 | 1.0251 |
146
+ | No log | 7.6 | 190 | 1.0303 | 0.3796 | 1.0303 | 1.0151 |
147
+ | No log | 7.68 | 192 | 1.0853 | 0.3214 | 1.0853 | 1.0418 |
148
+ | No log | 7.76 | 194 | 1.3214 | 0.3641 | 1.3214 | 1.1495 |
149
+ | No log | 7.84 | 196 | 1.3569 | 0.3893 | 1.3569 | 1.1649 |
150
+ | No log | 7.92 | 198 | 1.2598 | 0.2417 | 1.2598 | 1.1224 |
151
+ | No log | 8.0 | 200 | 1.1184 | 0.1371 | 1.1184 | 1.0575 |
152
+ | No log | 8.08 | 202 | 1.0994 | 0.1935 | 1.0994 | 1.0485 |
153
+ | No log | 8.16 | 204 | 1.1368 | 0.1466 | 1.1368 | 1.0662 |
154
+ | No log | 8.24 | 206 | 1.1695 | 0.2481 | 1.1695 | 1.0814 |
155
+ | No log | 8.32 | 208 | 1.1555 | 0.2764 | 1.1555 | 1.0749 |
156
+ | No log | 8.4 | 210 | 1.2843 | 0.1520 | 1.2843 | 1.1332 |
157
+ | No log | 8.48 | 212 | 1.4242 | 0.2370 | 1.4242 | 1.1934 |
158
+ | No log | 8.56 | 214 | 1.4681 | 0.2911 | 1.4681 | 1.2117 |
159
+ | No log | 8.64 | 216 | 1.3974 | 0.2387 | 1.3974 | 1.1821 |
160
+ | No log | 8.72 | 218 | 1.2640 | 0.2184 | 1.2640 | 1.1243 |
161
+ | No log | 8.8 | 220 | 1.2087 | 0.2050 | 1.2087 | 1.0994 |
162
+ | No log | 8.88 | 222 | 1.2098 | 0.1958 | 1.2098 | 1.0999 |
163
+ | No log | 8.96 | 224 | 1.1964 | 0.2270 | 1.1964 | 1.0938 |
164
+ | No log | 9.04 | 226 | 1.2897 | 0.2638 | 1.2897 | 1.1357 |
165
+ | No log | 9.12 | 228 | 1.2682 | 0.2456 | 1.2682 | 1.1261 |
166
+ | No log | 9.2 | 230 | 1.2832 | 0.2246 | 1.2832 | 1.1328 |
167
+ | No log | 9.28 | 232 | 1.1875 | 0.2195 | 1.1875 | 1.0897 |
168
+ | No log | 9.36 | 234 | 1.2433 | 0.2096 | 1.2433 | 1.1150 |
169
+ | No log | 9.44 | 236 | 1.3719 | 0.2418 | 1.3719 | 1.1713 |
170
+ | No log | 9.52 | 238 | 1.4040 | 0.2595 | 1.4040 | 1.1849 |
171
+ | No log | 9.6 | 240 | 1.2705 | 0.2049 | 1.2705 | 1.1272 |
172
+ | No log | 9.68 | 242 | 1.1489 | 0.2389 | 1.1489 | 1.0719 |
173
+ | No log | 9.76 | 244 | 1.1258 | 0.3136 | 1.1258 | 1.0610 |
174
+ | No log | 9.84 | 246 | 1.2592 | 0.2306 | 1.2592 | 1.1221 |
175
+ | No log | 9.92 | 248 | 1.2738 | 0.2406 | 1.2738 | 1.1286 |
176
+ | No log | 10.0 | 250 | 1.2635 | 0.2406 | 1.2635 | 1.1241 |
177
+ | No log | 10.08 | 252 | 1.2715 | 0.2406 | 1.2715 | 1.1276 |
178
+ | No log | 10.16 | 254 | 1.2079 | 0.2491 | 1.2079 | 1.0990 |
179
+ | No log | 10.24 | 256 | 1.2463 | 0.2306 | 1.2463 | 1.1164 |
180
+ | No log | 10.32 | 258 | 1.4428 | 0.2713 | 1.4428 | 1.2012 |
181
+ | No log | 10.4 | 260 | 1.6134 | 0.2074 | 1.6134 | 1.2702 |
182
+ | No log | 10.48 | 262 | 1.6575 | 0.2527 | 1.6575 | 1.2874 |
183
+ | No log | 10.56 | 264 | 1.5298 | 0.2847 | 1.5298 | 1.2369 |
184
+ | No log | 10.64 | 266 | 1.3687 | 0.2147 | 1.3687 | 1.1699 |
185
+ | No log | 10.72 | 268 | 1.1570 | 0.2671 | 1.1570 | 1.0756 |
186
+ | No log | 10.8 | 270 | 1.1574 | 0.2929 | 1.1574 | 1.0758 |
187
+ | No log | 10.88 | 272 | 1.1259 | 0.2811 | 1.1259 | 1.0611 |
188
+ | No log | 10.96 | 274 | 1.1023 | 0.3377 | 1.1023 | 1.0499 |
189
+ | No log | 11.04 | 276 | 1.1584 | 0.3568 | 1.1584 | 1.0763 |
190
+ | No log | 11.12 | 278 | 1.1009 | 0.3612 | 1.1009 | 1.0492 |
191
+ | No log | 11.2 | 280 | 1.1340 | 0.3237 | 1.1340 | 1.0649 |
192
+ | No log | 11.28 | 282 | 1.2806 | 0.2799 | 1.2806 | 1.1316 |
193
+ | No log | 11.36 | 284 | 1.2948 | 0.2029 | 1.2948 | 1.1379 |
194
+ | No log | 11.44 | 286 | 1.3927 | 0.2205 | 1.3927 | 1.1801 |
195
+ | No log | 11.52 | 288 | 1.2906 | 0.1671 | 1.2906 | 1.1360 |
196
+ | No log | 11.6 | 290 | 1.2385 | 0.1769 | 1.2385 | 1.1129 |
197
+ | No log | 11.68 | 292 | 1.2695 | 0.1731 | 1.2695 | 1.1267 |
198
+ | No log | 11.76 | 294 | 1.3532 | 0.1536 | 1.3532 | 1.1633 |
199
+ | No log | 11.84 | 296 | 1.3903 | 0.1615 | 1.3903 | 1.1791 |
200
+ | No log | 11.92 | 298 | 1.3756 | 0.1080 | 1.3756 | 1.1729 |
201
+ | No log | 12.0 | 300 | 1.2955 | 0.1310 | 1.2955 | 1.1382 |
202
+ | No log | 12.08 | 302 | 1.2147 | 0.0983 | 1.2147 | 1.1021 |
203
+ | No log | 12.16 | 304 | 1.2058 | 0.1309 | 1.2058 | 1.0981 |
204
+ | No log | 12.24 | 306 | 1.2411 | 0.1621 | 1.2411 | 1.1141 |
205
+ | No log | 12.32 | 308 | 1.3107 | 0.1678 | 1.3107 | 1.1449 |
206
+ | No log | 12.4 | 310 | 1.3227 | 0.2281 | 1.3227 | 1.1501 |
207
+ | No log | 12.48 | 312 | 1.4577 | 0.2576 | 1.4577 | 1.2073 |
208
+ | No log | 12.56 | 314 | 1.5007 | 0.2741 | 1.5007 | 1.2250 |
209
+ | No log | 12.64 | 316 | 1.3736 | 0.2321 | 1.3736 | 1.1720 |
210
+ | No log | 12.72 | 318 | 1.1946 | 0.2563 | 1.1946 | 1.0930 |
211
+ | No log | 12.8 | 320 | 1.1834 | 0.2297 | 1.1834 | 1.0878 |
212
+ | No log | 12.88 | 322 | 1.3171 | 0.2758 | 1.3171 | 1.1477 |
213
+ | No log | 12.96 | 324 | 1.3591 | 0.2635 | 1.3591 | 1.1658 |
214
+ | No log | 13.04 | 326 | 1.2905 | 0.2583 | 1.2905 | 1.1360 |
215
+ | No log | 13.12 | 328 | 1.3366 | 0.2236 | 1.3366 | 1.1561 |
216
+ | No log | 13.2 | 330 | 1.3992 | 0.2181 | 1.3992 | 1.1829 |
217
+ | No log | 13.28 | 332 | 1.4015 | 0.2145 | 1.4015 | 1.1839 |
218
+ | No log | 13.36 | 334 | 1.3484 | 0.2463 | 1.3484 | 1.1612 |
219
+ | No log | 13.44 | 336 | 1.2986 | 0.2424 | 1.2986 | 1.1395 |
220
+ | No log | 13.52 | 338 | 1.2298 | 0.2757 | 1.2298 | 1.1090 |
221
+ | No log | 13.6 | 340 | 1.2489 | 0.2404 | 1.2489 | 1.1176 |
222
+ | No log | 13.68 | 342 | 1.3772 | 0.2067 | 1.3772 | 1.1735 |
223
+ | No log | 13.76 | 344 | 1.5557 | 0.3025 | 1.5557 | 1.2473 |
224
+ | No log | 13.84 | 346 | 1.5890 | 0.2446 | 1.5890 | 1.2605 |
225
+ | No log | 13.92 | 348 | 1.5509 | 0.2527 | 1.5509 | 1.2453 |
226
+ | No log | 14.0 | 350 | 1.3820 | 0.2110 | 1.3820 | 1.1756 |
227
+ | No log | 14.08 | 352 | 1.2395 | 0.1581 | 1.2395 | 1.1133 |
228
+ | No log | 14.16 | 354 | 1.1985 | 0.1467 | 1.1985 | 1.0948 |
229
+ | No log | 14.24 | 356 | 1.2051 | 0.0818 | 1.2051 | 1.0978 |
230
+ | No log | 14.32 | 358 | 1.2607 | 0.1246 | 1.2607 | 1.1228 |
231
+ | No log | 14.4 | 360 | 1.3220 | 0.1641 | 1.3220 | 1.1498 |
232
+ | No log | 14.48 | 362 | 1.3333 | 0.1559 | 1.3333 | 1.1547 |
233
+ | No log | 14.56 | 364 | 1.2433 | 0.1121 | 1.2433 | 1.1150 |
234
+ | No log | 14.64 | 366 | 1.1831 | 0.2574 | 1.1831 | 1.0877 |
235
+ | No log | 14.72 | 368 | 1.1775 | 0.2574 | 1.1775 | 1.0851 |
236
+ | No log | 14.8 | 370 | 1.2157 | 0.2640 | 1.2157 | 1.1026 |
237
+ | No log | 14.88 | 372 | 1.2500 | 0.2953 | 1.2500 | 1.1180 |
238
+ | No log | 14.96 | 374 | 1.2634 | 0.2819 | 1.2634 | 1.1240 |
239
+ | No log | 15.04 | 376 | 1.2633 | 0.2458 | 1.2633 | 1.1240 |
240
+ | No log | 15.12 | 378 | 1.2285 | 0.2595 | 1.2285 | 1.1084 |
241
+ | No log | 15.2 | 380 | 1.2218 | 0.2737 | 1.2218 | 1.1054 |
242
+ | No log | 15.28 | 382 | 1.2280 | 0.2729 | 1.2280 | 1.1082 |
243
+ | No log | 15.36 | 384 | 1.2902 | 0.2609 | 1.2902 | 1.1359 |
244
+ | No log | 15.44 | 386 | 1.2765 | 0.2800 | 1.2765 | 1.1298 |
245
+ | No log | 15.52 | 388 | 1.2139 | 0.3427 | 1.2139 | 1.1018 |
246
+ | No log | 15.6 | 390 | 1.2042 | 0.2830 | 1.2042 | 1.0974 |
247
+ | No log | 15.68 | 392 | 1.2016 | 0.2850 | 1.2016 | 1.0962 |
248
+ | No log | 15.76 | 394 | 1.2043 | 0.2947 | 1.2043 | 1.0974 |
249
+ | No log | 15.84 | 396 | 1.1728 | 0.3117 | 1.1728 | 1.0830 |
250
+ | No log | 15.92 | 398 | 1.1525 | 0.2336 | 1.1525 | 1.0735 |
251
+ | No log | 16.0 | 400 | 1.1492 | 0.2773 | 1.1492 | 1.0720 |
252
+ | No log | 16.08 | 402 | 1.2489 | 0.2477 | 1.2489 | 1.1175 |
253
+ | No log | 16.16 | 404 | 1.3834 | 0.3042 | 1.3834 | 1.1762 |
254
+ | No log | 16.24 | 406 | 1.5688 | 0.2921 | 1.5688 | 1.2525 |
255
+ | No log | 16.32 | 408 | 1.6246 | 0.2667 | 1.6246 | 1.2746 |
256
+ | No log | 16.4 | 410 | 1.5021 | 0.2820 | 1.5021 | 1.2256 |
257
+ | No log | 16.48 | 412 | 1.3435 | 0.2270 | 1.3435 | 1.1591 |
258
+ | No log | 16.56 | 414 | 1.3073 | 0.1818 | 1.3073 | 1.1434 |
259
+ | No log | 16.64 | 416 | 1.3102 | 0.1429 | 1.3102 | 1.1446 |
260
+ | No log | 16.72 | 418 | 1.3419 | 0.0592 | 1.3419 | 1.1584 |
261
+ | No log | 16.8 | 420 | 1.3556 | 0.0607 | 1.3556 | 1.1643 |
262
+ | No log | 16.88 | 422 | 1.3479 | 0.0981 | 1.3479 | 1.1610 |
263
+ | No log | 16.96 | 424 | 1.2821 | 0.1338 | 1.2821 | 1.1323 |
264
+ | No log | 17.04 | 426 | 1.2759 | 0.1965 | 1.2759 | 1.1296 |
265
+ | No log | 17.12 | 428 | 1.2522 | 0.2297 | 1.2522 | 1.1190 |
266
+ | No log | 17.2 | 430 | 1.2134 | 0.2176 | 1.2134 | 1.1016 |
267
+ | No log | 17.28 | 432 | 1.1983 | 0.1727 | 1.1983 | 1.0947 |
268
+ | No log | 17.36 | 434 | 1.2083 | 0.1878 | 1.2083 | 1.0992 |
269
+ | No log | 17.44 | 436 | 1.2583 | 0.1776 | 1.2583 | 1.1218 |
270
+ | No log | 17.52 | 438 | 1.2835 | 0.2033 | 1.2835 | 1.1329 |
271
+ | No log | 17.6 | 440 | 1.3047 | 0.2117 | 1.3047 | 1.1422 |
272
+ | No log | 17.68 | 442 | 1.2642 | 0.1450 | 1.2642 | 1.1244 |
273
+ | No log | 17.76 | 444 | 1.2256 | 0.1771 | 1.2256 | 1.1071 |
274
+ | No log | 17.84 | 446 | 1.1710 | 0.2496 | 1.1710 | 1.0821 |
275
+ | No log | 17.92 | 448 | 1.1355 | 0.3139 | 1.1355 | 1.0656 |
276
+ | No log | 18.0 | 450 | 1.1413 | 0.3019 | 1.1413 | 1.0683 |
277
+ | No log | 18.08 | 452 | 1.1755 | 0.2389 | 1.1755 | 1.0842 |
278
+ | No log | 18.16 | 454 | 1.1489 | 0.2995 | 1.1489 | 1.0719 |
279
+ | No log | 18.24 | 456 | 1.1338 | 0.2723 | 1.1338 | 1.0648 |
280
+ | No log | 18.32 | 458 | 1.1409 | 0.2723 | 1.1409 | 1.0681 |
281
+ | No log | 18.4 | 460 | 1.1166 | 0.2993 | 1.1166 | 1.0567 |
282
+ | No log | 18.48 | 462 | 1.1523 | 0.2165 | 1.1523 | 1.0735 |
283
+ | No log | 18.56 | 464 | 1.1883 | 0.2045 | 1.1883 | 1.0901 |
284
+ | No log | 18.64 | 466 | 1.2262 | 0.2411 | 1.2262 | 1.1073 |
285
+ | No log | 18.72 | 468 | 1.2619 | 0.2703 | 1.2619 | 1.1234 |
286
+ | No log | 18.8 | 470 | 1.2343 | 0.2650 | 1.2343 | 1.1110 |
287
+ | No log | 18.88 | 472 | 1.2606 | 0.2518 | 1.2606 | 1.1227 |
288
+ | No log | 18.96 | 474 | 1.2342 | 0.2195 | 1.2342 | 1.1109 |
289
+ | No log | 19.04 | 476 | 1.0993 | 0.1343 | 1.0993 | 1.0485 |
290
+ | No log | 19.12 | 478 | 1.0200 | 0.3095 | 1.0200 | 1.0099 |
291
+ | No log | 19.2 | 480 | 1.0051 | 0.3510 | 1.0051 | 1.0026 |
292
+ | No log | 19.28 | 482 | 1.0241 | 0.3095 | 1.0241 | 1.0120 |
293
+ | No log | 19.36 | 484 | 1.1037 | 0.1505 | 1.1037 | 1.0506 |
294
+ | No log | 19.44 | 486 | 1.2438 | 0.2275 | 1.2438 | 1.1153 |
295
+ | No log | 19.52 | 488 | 1.3437 | 0.2747 | 1.3437 | 1.1592 |
296
+ | No log | 19.6 | 490 | 1.3226 | 0.2885 | 1.3226 | 1.1500 |
297
+ | No log | 19.68 | 492 | 1.1849 | 0.2739 | 1.1849 | 1.0885 |
298
+ | No log | 19.76 | 494 | 1.0952 | 0.3924 | 1.0952 | 1.0465 |
299
+ | No log | 19.84 | 496 | 1.1029 | 0.3715 | 1.1029 | 1.0502 |
300
+ | No log | 19.92 | 498 | 1.1314 | 0.3674 | 1.1314 | 1.0637 |
301
+ | 0.3066 | 20.0 | 500 | 1.2029 | 0.2352 | 1.2029 | 1.0968 |
302
+ | 0.3066 | 20.08 | 502 | 1.2604 | 0.1658 | 1.2604 | 1.1227 |
303
+ | 0.3066 | 20.16 | 504 | 1.2602 | 0.2015 | 1.2602 | 1.1226 |
304
+ | 0.3066 | 20.24 | 506 | 1.1991 | 0.2176 | 1.1991 | 1.0950 |
305
+ | 0.3066 | 20.32 | 508 | 1.1687 | 0.2625 | 1.1687 | 1.0811 |
306
+ | 0.3066 | 20.4 | 510 | 1.1543 | 0.2991 | 1.1543 | 1.0744 |
307
+ | 0.3066 | 20.48 | 512 | 1.1577 | 0.3256 | 1.1577 | 1.0760 |
308
+ | 0.3066 | 20.56 | 514 | 1.2051 | 0.2016 | 1.2051 | 1.0978 |
309
+ | 0.3066 | 20.64 | 516 | 1.2911 | 0.1778 | 1.2911 | 1.1363 |
310
+ | 0.3066 | 20.72 | 518 | 1.3663 | 0.1855 | 1.3663 | 1.1689 |
311
+ | 0.3066 | 20.8 | 520 | 1.3917 | 0.2295 | 1.3917 | 1.1797 |
312
+ | 0.3066 | 20.88 | 522 | 1.3255 | 0.2084 | 1.3255 | 1.1513 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
313
 
314
 
315
  ### Framework versions
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