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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k5_task5_organization

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Training in progress, step 500

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  1. README.md +265 -513
  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_run3_AugV5_k5_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_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k5_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: 1.3311
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- - Qwk: 0.1880
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- - Mse: 1.3311
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- - Rmse: 1.1537
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  ## Model description
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@@ -47,513 +47,265 @@ 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 | 0.08 | 2 | 4.1323 | -0.0213 | 4.1323 | 2.0328 |
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- | No log | 0.16 | 4 | 2.1042 | 0.0074 | 2.1042 | 1.4506 |
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- | No log | 0.24 | 6 | 1.4385 | -0.0401 | 1.4385 | 1.1994 |
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- | No log | 0.32 | 8 | 1.1821 | 0.1333 | 1.1821 | 1.0873 |
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- | No log | 0.4 | 10 | 1.1977 | 0.1189 | 1.1977 | 1.0944 |
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- | No log | 0.48 | 12 | 1.2083 | 0.1561 | 1.2083 | 1.0992 |
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- | No log | 0.56 | 14 | 1.1730 | 0.0947 | 1.1730 | 1.0830 |
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- | No log | 0.64 | 16 | 1.2074 | 0.0510 | 1.2074 | 1.0988 |
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- | No log | 0.72 | 18 | 1.1793 | 0.0667 | 1.1793 | 1.0860 |
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- | No log | 0.8 | 20 | 1.2129 | 0.0791 | 1.2129 | 1.1013 |
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- | No log | 0.88 | 22 | 1.2792 | 0.0642 | 1.2792 | 1.1310 |
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- | No log | 0.96 | 24 | 1.1096 | 0.2265 | 1.1096 | 1.0534 |
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- | No log | 1.04 | 26 | 1.2020 | 0.0888 | 1.2020 | 1.0964 |
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- | No log | 1.12 | 28 | 1.3213 | 0.0232 | 1.3213 | 1.1495 |
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- | No log | 1.2 | 30 | 1.2095 | 0.1622 | 1.2095 | 1.0998 |
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- | No log | 1.28 | 32 | 1.0579 | 0.2265 | 1.0579 | 1.0285 |
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- | No log | 1.3600 | 34 | 1.1695 | 0.2045 | 1.1695 | 1.0814 |
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- | No log | 1.44 | 36 | 1.2498 | 0.1810 | 1.2498 | 1.1179 |
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- | No log | 1.52 | 38 | 1.0738 | 0.4585 | 1.0738 | 1.0362 |
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- | No log | 1.6 | 40 | 0.9563 | 0.1830 | 0.9563 | 0.9779 |
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- | No log | 1.6800 | 42 | 1.2839 | 0.2260 | 1.2839 | 1.1331 |
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- | No log | 1.76 | 44 | 1.4304 | 0.1725 | 1.4304 | 1.1960 |
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- | No log | 1.8400 | 46 | 1.3608 | 0.1512 | 1.3608 | 1.1665 |
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- | No log | 1.92 | 48 | 1.5641 | 0.1163 | 1.5641 | 1.2506 |
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- | No log | 2.0 | 50 | 2.0015 | -0.0317 | 2.0015 | 1.4147 |
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- | No log | 2.08 | 52 | 1.8590 | 0.0113 | 1.8590 | 1.3634 |
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- | No log | 2.16 | 54 | 1.5787 | 0.2074 | 1.5787 | 1.2565 |
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- | No log | 2.24 | 56 | 1.4578 | 0.2074 | 1.4578 | 1.2074 |
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- | No log | 2.32 | 58 | 1.5784 | 0.2074 | 1.5784 | 1.2564 |
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- | No log | 2.4 | 60 | 1.9731 | -0.0115 | 1.9731 | 1.4047 |
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- | No log | 2.48 | 62 | 2.2201 | -0.0515 | 2.2201 | 1.4900 |
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- | No log | 2.56 | 64 | 2.1345 | -0.0810 | 2.1345 | 1.4610 |
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- | No log | 2.64 | 66 | 2.0904 | -0.1573 | 2.0904 | 1.4458 |
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- | No log | 2.7200 | 68 | 1.7290 | -0.0469 | 1.7290 | 1.3149 |
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- | No log | 2.8 | 70 | 1.5866 | -0.0289 | 1.5866 | 1.2596 |
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- | No log | 2.88 | 72 | 1.5704 | -0.0810 | 1.5704 | 1.2532 |
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- | No log | 2.96 | 74 | 1.4083 | 0.0135 | 1.4083 | 1.1867 |
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- | No log | 3.04 | 76 | 1.4515 | 0.0099 | 1.4515 | 1.2048 |
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- | No log | 3.12 | 78 | 1.7330 | -0.1210 | 1.7330 | 1.3164 |
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- | No log | 3.2 | 80 | 2.2092 | -0.1273 | 2.2092 | 1.4863 |
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- | No log | 3.2800 | 82 | 2.3057 | -0.2751 | 2.3057 | 1.5185 |
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- | No log | 3.36 | 84 | 2.0956 | -0.0628 | 2.0956 | 1.4476 |
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- | No log | 3.44 | 86 | 1.6296 | 0.1394 | 1.6296 | 1.2766 |
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- | No log | 3.52 | 88 | 1.2827 | 0.2707 | 1.2827 | 1.1326 |
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- | No log | 3.6 | 90 | 1.2100 | 0.2864 | 1.2100 | 1.1000 |
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- | No log | 3.68 | 92 | 1.4875 | 0.1268 | 1.4875 | 1.2196 |
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- | No log | 3.76 | 94 | 1.7989 | 0.1044 | 1.7989 | 1.3412 |
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- | No log | 3.84 | 96 | 1.8300 | -0.0776 | 1.8300 | 1.3528 |
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- | No log | 3.92 | 98 | 1.7003 | -0.0657 | 1.7003 | 1.3040 |
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- | No log | 4.0 | 100 | 1.4593 | 0.0380 | 1.4593 | 1.2080 |
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- | No log | 4.08 | 102 | 1.3488 | 0.0643 | 1.3488 | 1.1614 |
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- | No log | 4.16 | 104 | 1.4578 | 0.0 | 1.4578 | 1.2074 |
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- | No log | 4.24 | 106 | 1.6638 | -0.1547 | 1.6638 | 1.2899 |
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- | No log | 4.32 | 108 | 1.7539 | -0.1431 | 1.7539 | 1.3244 |
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- | No log | 4.4 | 110 | 1.7640 | -0.0673 | 1.7640 | 1.3282 |
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- | No log | 4.48 | 112 | 1.7021 | 0.1063 | 1.7021 | 1.3046 |
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- | No log | 4.5600 | 114 | 1.5466 | 0.1898 | 1.5466 | 1.2436 |
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- | No log | 4.64 | 116 | 1.5681 | 0.1533 | 1.5681 | 1.2522 |
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- | No log | 4.72 | 118 | 1.6391 | 0.1222 | 1.6391 | 1.2803 |
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- | No log | 4.8 | 120 | 1.6518 | 0.0340 | 1.6518 | 1.2852 |
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- | No log | 4.88 | 122 | 1.6442 | -0.0411 | 1.6442 | 1.2823 |
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- | No log | 4.96 | 124 | 1.5657 | -0.0411 | 1.5657 | 1.2513 |
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- | No log | 5.04 | 126 | 1.4249 | 0.0390 | 1.4249 | 1.1937 |
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- | No log | 5.12 | 128 | 1.5109 | -0.0032 | 1.5109 | 1.2292 |
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- | No log | 5.2 | 130 | 1.6070 | -0.0411 | 1.6070 | 1.2677 |
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- | No log | 5.28 | 132 | 1.5551 | 0.0874 | 1.5551 | 1.2470 |
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- | No log | 5.36 | 134 | 1.6166 | 0.1298 | 1.6166 | 1.2715 |
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- | No log | 5.44 | 136 | 1.6175 | -0.0422 | 1.6175 | 1.2718 |
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- | No log | 5.52 | 138 | 1.5101 | -0.0144 | 1.5101 | 1.2289 |
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- | No log | 5.6 | 140 | 1.4491 | 0.0 | 1.4491 | 1.2038 |
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- | No log | 5.68 | 142 | 1.5155 | -0.0144 | 1.5155 | 1.2311 |
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- | No log | 5.76 | 144 | 1.5628 | -0.0545 | 1.5628 | 1.2501 |
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- | No log | 5.84 | 146 | 1.4188 | -0.0296 | 1.4188 | 1.1911 |
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- | No log | 5.92 | 148 | 1.3018 | 0.0510 | 1.3018 | 1.1410 |
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- | No log | 6.0 | 150 | 1.2472 | 0.1142 | 1.2472 | 1.1168 |
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- | No log | 6.08 | 152 | 1.2423 | 0.1486 | 1.2423 | 1.1146 |
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- | No log | 6.16 | 154 | 1.3014 | 0.1310 | 1.3014 | 1.1408 |
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- | No log | 6.24 | 156 | 1.4376 | 0.1533 | 1.4376 | 1.1990 |
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- | No log | 6.32 | 158 | 1.4397 | 0.1533 | 1.4397 | 1.1999 |
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- | No log | 6.4 | 160 | 1.3715 | 0.1663 | 1.3715 | 1.1711 |
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- | No log | 6.48 | 162 | 1.3116 | 0.1449 | 1.3116 | 1.1453 |
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- | No log | 6.5600 | 164 | 1.2430 | 0.2027 | 1.2430 | 1.1149 |
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- | No log | 6.64 | 166 | 1.2589 | 0.2027 | 1.2589 | 1.1220 |
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- | No log | 6.72 | 168 | 1.1707 | 0.2864 | 1.1707 | 1.0820 |
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- | No log | 6.8 | 170 | 1.1324 | 0.3111 | 1.1324 | 1.0641 |
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- | No log | 6.88 | 172 | 1.2600 | 0.2635 | 1.2600 | 1.1225 |
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- | No log | 6.96 | 174 | 1.5416 | 0.2353 | 1.5416 | 1.2416 |
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- | No log | 7.04 | 176 | 1.8619 | 0.1773 | 1.8619 | 1.3645 |
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- | No log | 7.12 | 178 | 2.1187 | -0.0076 | 2.1187 | 1.4556 |
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- | No log | 7.2 | 180 | 1.9911 | 0.0068 | 1.9911 | 1.4111 |
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- | No log | 7.28 | 182 | 1.5919 | 0.1812 | 1.5919 | 1.2617 |
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- | No log | 7.36 | 184 | 1.3097 | 0.2337 | 1.3097 | 1.1444 |
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- | No log | 7.44 | 186 | 1.3093 | 0.1725 | 1.3093 | 1.1442 |
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- | No log | 7.52 | 188 | 1.4852 | 0.1413 | 1.4852 | 1.2187 |
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- | No log | 7.6 | 190 | 1.7386 | -0.0113 | 1.7386 | 1.3186 |
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- | No log | 7.68 | 192 | 1.8143 | 0.1141 | 1.8143 | 1.3470 |
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- | No log | 7.76 | 194 | 1.7625 | 0.1071 | 1.7625 | 1.3276 |
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- | No log | 7.84 | 196 | 1.5640 | 0.1247 | 1.5640 | 1.2506 |
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- | No log | 7.92 | 198 | 1.5358 | 0.1247 | 1.5358 | 1.2393 |
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- | No log | 8.0 | 200 | 1.5791 | 0.1007 | 1.5791 | 1.2566 |
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- | No log | 8.08 | 202 | 1.6518 | 0.0357 | 1.6518 | 1.2852 |
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- | No log | 8.16 | 204 | 1.6391 | 0.0357 | 1.6391 | 1.2803 |
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- | No log | 8.24 | 206 | 1.4814 | 0.1413 | 1.4814 | 1.2171 |
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- | No log | 8.32 | 208 | 1.2803 | 0.1397 | 1.2803 | 1.1315 |
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- | No log | 8.4 | 210 | 1.2603 | 0.1397 | 1.2603 | 1.1226 |
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- | No log | 8.48 | 212 | 1.4313 | 0.2363 | 1.4313 | 1.1964 |
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- | No log | 8.56 | 214 | 1.4393 | 0.2084 | 1.4393 | 1.1997 |
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- | No log | 8.64 | 216 | 1.4266 | 0.1595 | 1.4266 | 1.1944 |
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- | No log | 8.72 | 218 | 1.2504 | 0.1770 | 1.2504 | 1.1182 |
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- | No log | 8.8 | 220 | 1.0892 | 0.1076 | 1.0892 | 1.0437 |
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- | No log | 8.88 | 222 | 1.1116 | 0.1446 | 1.1116 | 1.0543 |
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- | No log | 8.96 | 224 | 1.3472 | 0.1976 | 1.3472 | 1.1607 |
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- | No log | 9.04 | 226 | 1.5304 | 0.1476 | 1.5304 | 1.2371 |
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- | No log | 9.12 | 228 | 1.4731 | 0.2311 | 1.4731 | 1.2137 |
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- | No log | 9.2 | 230 | 1.3992 | 0.1548 | 1.3992 | 1.1829 |
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- | No log | 9.28 | 232 | 1.3198 | 0.1795 | 1.3198 | 1.1488 |
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- | No log | 9.36 | 234 | 1.3791 | 0.1654 | 1.3791 | 1.1743 |
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- | No log | 9.44 | 236 | 1.5216 | 0.1032 | 1.5216 | 1.2335 |
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- | No log | 9.52 | 238 | 1.5591 | 0.0896 | 1.5591 | 1.2486 |
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- | No log | 9.6 | 240 | 1.4417 | 0.0496 | 1.4417 | 1.2007 |
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- | No log | 9.68 | 242 | 1.3951 | 0.0987 | 1.3951 | 1.1812 |
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- | No log | 9.76 | 244 | 1.3900 | 0.0643 | 1.3900 | 1.1790 |
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- | No log | 9.84 | 246 | 1.4035 | 0.1587 | 1.4035 | 1.1847 |
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- | No log | 9.92 | 248 | 1.3425 | 0.2284 | 1.3425 | 1.1586 |
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- | No log | 10.0 | 250 | 1.3342 | 0.2730 | 1.3342 | 1.1551 |
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- | No log | 10.08 | 252 | 1.3908 | 0.2631 | 1.3908 | 1.1793 |
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- | No log | 10.16 | 254 | 1.3879 | 0.2588 | 1.3879 | 1.1781 |
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- | No log | 10.24 | 256 | 1.3962 | 0.2730 | 1.3962 | 1.1816 |
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- | No log | 10.32 | 258 | 1.4757 | 0.2015 | 1.4757 | 1.2148 |
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- | No log | 10.4 | 260 | 1.4137 | 0.2602 | 1.4137 | 1.1890 |
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- | No log | 10.48 | 262 | 1.4097 | 0.1310 | 1.4097 | 1.1873 |
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- | No log | 10.56 | 264 | 1.3140 | 0.0401 | 1.3140 | 1.1463 |
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- | No log | 10.64 | 266 | 1.3123 | 0.0556 | 1.3123 | 1.1456 |
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- | No log | 10.72 | 268 | 1.3410 | 0.0556 | 1.3410 | 1.1580 |
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- | No log | 10.8 | 270 | 1.4211 | 0.0510 | 1.4211 | 1.1921 |
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- | No log | 10.88 | 272 | 1.5735 | 0.0896 | 1.5735 | 1.2544 |
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- | No log | 10.96 | 274 | 1.5987 | 0.0896 | 1.5987 | 1.2644 |
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- | No log | 11.04 | 276 | 1.5049 | 0.1310 | 1.5049 | 1.2267 |
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- | No log | 11.12 | 278 | 1.4759 | 0.1032 | 1.4759 | 1.2148 |
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- | No log | 11.2 | 280 | 1.4269 | 0.1113 | 1.4269 | 1.1945 |
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- | No log | 11.28 | 282 | 1.4435 | 0.0085 | 1.4435 | 1.2015 |
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- | No log | 11.36 | 284 | 1.4200 | 0.0510 | 1.4200 | 1.1916 |
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- | No log | 11.44 | 286 | 1.4251 | 0.0510 | 1.4251 | 1.1938 |
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- | No log | 11.52 | 288 | 1.3815 | 0.0931 | 1.3815 | 1.1754 |
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- | No log | 11.6 | 290 | 1.2622 | 0.1622 | 1.2622 | 1.1235 |
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- | No log | 11.68 | 292 | 1.2406 | 0.1961 | 1.2406 | 1.1138 |
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- | No log | 11.76 | 294 | 1.2793 | 0.2284 | 1.2793 | 1.1311 |
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- | No log | 11.84 | 296 | 1.2650 | 0.2284 | 1.2650 | 1.1247 |
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- | No log | 11.92 | 298 | 1.3238 | 0.2772 | 1.3238 | 1.1505 |
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- | No log | 12.0 | 300 | 1.3418 | 0.2495 | 1.3418 | 1.1583 |
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- | No log | 12.08 | 302 | 1.4370 | 0.2339 | 1.4370 | 1.1987 |
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- | No log | 12.16 | 304 | 1.3276 | 0.2143 | 1.3276 | 1.1522 |
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- | No log | 12.24 | 306 | 1.2395 | 0.1473 | 1.2395 | 1.1133 |
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- | No log | 12.32 | 308 | 1.2503 | 0.0833 | 1.2503 | 1.1182 |
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- | No log | 12.4 | 310 | 1.2914 | 0.0833 | 1.2914 | 1.1364 |
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- | No log | 12.48 | 312 | 1.4442 | 0.1703 | 1.4442 | 1.2017 |
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- | No log | 12.56 | 314 | 1.5792 | 0.2058 | 1.5792 | 1.2567 |
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- | No log | 12.64 | 316 | 1.6801 | 0.2149 | 1.6801 | 1.2962 |
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- | No log | 12.72 | 318 | 1.5704 | 0.2252 | 1.5704 | 1.2532 |
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- | No log | 12.8 | 320 | 1.3165 | 0.2511 | 1.3165 | 1.1474 |
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- | No log | 12.88 | 322 | 1.2216 | 0.2313 | 1.2216 | 1.1052 |
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- | No log | 12.96 | 324 | 1.2538 | 0.2602 | 1.2538 | 1.1197 |
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- | No log | 13.04 | 326 | 1.2171 | 0.2455 | 1.2171 | 1.1032 |
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- | No log | 13.12 | 328 | 1.3487 | 0.2506 | 1.3487 | 1.1613 |
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- | No log | 13.2 | 330 | 1.3629 | 0.2795 | 1.3629 | 1.1674 |
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- | No log | 13.28 | 332 | 1.3300 | 0.2647 | 1.3300 | 1.1533 |
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- | No log | 13.36 | 334 | 1.2109 | 0.2772 | 1.2109 | 1.1004 |
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- | No log | 13.44 | 336 | 1.1885 | 0.2438 | 1.1885 | 1.0902 |
220
- | No log | 13.52 | 338 | 1.3324 | 0.2597 | 1.3324 | 1.1543 |
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- | No log | 13.6 | 340 | 1.6334 | 0.2016 | 1.6334 | 1.2780 |
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- | No log | 13.68 | 342 | 1.7681 | 0.1525 | 1.7681 | 1.3297 |
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- | No log | 13.76 | 344 | 1.6605 | 0.1357 | 1.6605 | 1.2886 |
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- | No log | 13.84 | 346 | 1.4682 | 0.1486 | 1.4682 | 1.2117 |
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- | No log | 13.92 | 348 | 1.2381 | 0.0931 | 1.2381 | 1.1127 |
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- | No log | 14.0 | 350 | 1.0514 | 0.2424 | 1.0514 | 1.0254 |
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- | No log | 14.08 | 352 | 1.0164 | 0.2024 | 1.0164 | 1.0082 |
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- | No log | 14.16 | 354 | 1.1344 | 0.1141 | 1.1344 | 1.0651 |
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- | No log | 14.24 | 356 | 1.3671 | 0.1886 | 1.3671 | 1.1692 |
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- | No log | 14.32 | 358 | 1.5657 | 0.0896 | 1.5657 | 1.2513 |
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- | No log | 14.4 | 360 | 1.6262 | 0.0981 | 1.6262 | 1.2752 |
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- | No log | 14.48 | 362 | 1.5881 | 0.1310 | 1.5881 | 1.2602 |
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- | No log | 14.56 | 364 | 1.5003 | 0.1310 | 1.5003 | 1.2249 |
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- | No log | 14.64 | 366 | 1.3869 | 0.1700 | 1.3869 | 1.1777 |
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- | No log | 14.72 | 368 | 1.2947 | 0.1886 | 1.2947 | 1.1379 |
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- | No log | 14.8 | 370 | 1.2705 | 0.2315 | 1.2705 | 1.1272 |
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- | No log | 14.88 | 372 | 1.4402 | 0.2731 | 1.4402 | 1.2001 |
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- | No log | 14.96 | 374 | 1.4689 | 0.2391 | 1.4689 | 1.2120 |
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- | No log | 15.04 | 376 | 1.3616 | 0.2132 | 1.3616 | 1.1669 |
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- | No log | 15.12 | 378 | 1.2159 | 0.1697 | 1.2159 | 1.1027 |
241
- | No log | 15.2 | 380 | 1.2390 | 0.2206 | 1.2390 | 1.1131 |
242
- | No log | 15.28 | 382 | 1.3724 | 0.3103 | 1.3724 | 1.1715 |
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- | No log | 15.36 | 384 | 1.6239 | 0.2406 | 1.6239 | 1.2743 |
244
- | No log | 15.44 | 386 | 1.8457 | 0.1709 | 1.8457 | 1.3586 |
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- | No log | 15.52 | 388 | 1.7806 | 0.1635 | 1.7806 | 1.3344 |
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- | No log | 15.6 | 390 | 1.6647 | 0.1141 | 1.6647 | 1.2902 |
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- | No log | 15.68 | 392 | 1.4964 | 0.1058 | 1.4964 | 1.2233 |
248
- | No log | 15.76 | 394 | 1.4012 | 0.1486 | 1.4012 | 1.1837 |
249
- | No log | 15.84 | 396 | 1.3649 | 0.1486 | 1.3649 | 1.1683 |
250
- | No log | 15.92 | 398 | 1.3722 | 0.2203 | 1.3722 | 1.1714 |
251
- | No log | 16.0 | 400 | 1.4278 | 0.2015 | 1.4278 | 1.1949 |
252
- | No log | 16.08 | 402 | 1.4637 | 0.2647 | 1.4637 | 1.2098 |
253
- | No log | 16.16 | 404 | 1.5386 | 0.1703 | 1.5386 | 1.2404 |
254
- | No log | 16.24 | 406 | 1.4844 | 0.1634 | 1.4844 | 1.2184 |
255
- | No log | 16.32 | 408 | 1.3482 | 0.2203 | 1.3482 | 1.1611 |
256
- | No log | 16.4 | 410 | 1.1427 | 0.2368 | 1.1427 | 1.0690 |
257
- | No log | 16.48 | 412 | 1.0773 | 0.2368 | 1.0773 | 1.0379 |
258
- | No log | 16.56 | 414 | 1.0933 | 0.2368 | 1.0933 | 1.0456 |
259
- | No log | 16.64 | 416 | 1.2118 | 0.2027 | 1.2118 | 1.1008 |
260
- | No log | 16.72 | 418 | 1.4526 | 0.2015 | 1.4526 | 1.2052 |
261
- | No log | 16.8 | 420 | 1.6614 | 0.2270 | 1.6614 | 1.2890 |
262
- | No log | 16.88 | 422 | 1.6713 | 0.2005 | 1.6713 | 1.2928 |
263
- | No log | 16.96 | 424 | 1.5540 | 0.1222 | 1.5540 | 1.2466 |
264
- | No log | 17.04 | 426 | 1.4124 | 0.1288 | 1.4124 | 1.1884 |
265
- | No log | 17.12 | 428 | 1.3640 | 0.1288 | 1.3640 | 1.1679 |
266
- | No log | 17.2 | 430 | 1.3827 | 0.1886 | 1.3827 | 1.1759 |
267
- | No log | 17.28 | 432 | 1.4928 | 0.1634 | 1.4928 | 1.2218 |
268
- | No log | 17.36 | 434 | 1.6557 | 0.1601 | 1.6557 | 1.2867 |
269
- | No log | 17.44 | 436 | 1.7342 | 0.2006 | 1.7342 | 1.3169 |
270
- | No log | 17.52 | 438 | 1.7372 | 0.2006 | 1.7372 | 1.3180 |
271
- | No log | 17.6 | 440 | 1.6363 | 0.2221 | 1.6363 | 1.2792 |
272
- | No log | 17.68 | 442 | 1.4336 | 0.2015 | 1.4336 | 1.1973 |
273
- | No log | 17.76 | 444 | 1.2595 | 0.1552 | 1.2595 | 1.1223 |
274
- | No log | 17.84 | 446 | 1.2723 | 0.1552 | 1.2723 | 1.1280 |
275
- | No log | 17.92 | 448 | 1.2855 | 0.1552 | 1.2855 | 1.1338 |
276
- | No log | 18.0 | 450 | 1.3102 | 0.1552 | 1.3102 | 1.1446 |
277
- | No log | 18.08 | 452 | 1.3516 | 0.1886 | 1.3516 | 1.1626 |
278
- | No log | 18.16 | 454 | 1.4436 | 0.2015 | 1.4436 | 1.2015 |
279
- | No log | 18.24 | 456 | 1.5449 | 0.1222 | 1.5449 | 1.2429 |
280
- | No log | 18.32 | 458 | 1.5704 | 0.1222 | 1.5704 | 1.2532 |
281
- | No log | 18.4 | 460 | 1.6130 | 0.1298 | 1.6130 | 1.2700 |
282
- | No log | 18.48 | 462 | 1.6048 | 0.1298 | 1.6048 | 1.2668 |
283
- | No log | 18.56 | 464 | 1.5144 | 0.1634 | 1.5144 | 1.2306 |
284
- | No log | 18.64 | 466 | 1.3787 | 0.1886 | 1.3787 | 1.1742 |
285
- | No log | 18.72 | 468 | 1.2997 | 0.2143 | 1.2997 | 1.1401 |
286
- | No log | 18.8 | 470 | 1.3189 | 0.2203 | 1.3189 | 1.1484 |
287
- | No log | 18.88 | 472 | 1.3446 | 0.2506 | 1.3446 | 1.1596 |
288
- | No log | 18.96 | 474 | 1.3818 | 0.2239 | 1.3818 | 1.1755 |
289
- | No log | 19.04 | 476 | 1.4532 | 0.2239 | 1.4532 | 1.2055 |
290
- | No log | 19.12 | 478 | 1.4959 | 0.1943 | 1.4959 | 1.2231 |
291
- | No log | 19.2 | 480 | 1.5090 | 0.1943 | 1.5090 | 1.2284 |
292
- | No log | 19.28 | 482 | 1.4843 | 0.1943 | 1.4843 | 1.2183 |
293
- | No log | 19.36 | 484 | 1.4110 | 0.2126 | 1.4110 | 1.1879 |
294
- | No log | 19.44 | 486 | 1.4197 | 0.2126 | 1.4197 | 1.1915 |
295
- | No log | 19.52 | 488 | 1.3707 | 0.1486 | 1.3707 | 1.1708 |
296
- | No log | 19.6 | 490 | 1.3633 | 0.1486 | 1.3633 | 1.1676 |
297
- | No log | 19.68 | 492 | 1.4230 | 0.1486 | 1.4230 | 1.1929 |
298
- | No log | 19.76 | 494 | 1.5051 | 0.2424 | 1.5051 | 1.2268 |
299
- | No log | 19.84 | 496 | 1.4812 | 0.1486 | 1.4812 | 1.2171 |
300
- | No log | 19.92 | 498 | 1.4702 | 0.1142 | 1.4702 | 1.2125 |
301
- | 0.2432 | 20.0 | 500 | 1.4368 | 0.0510 | 1.4368 | 1.1987 |
302
- | 0.2432 | 20.08 | 502 | 1.3705 | 0.0510 | 1.3705 | 1.1707 |
303
- | 0.2432 | 20.16 | 504 | 1.4053 | 0.0510 | 1.4053 | 1.1855 |
304
- | 0.2432 | 20.24 | 506 | 1.5419 | 0.2292 | 1.5419 | 1.2417 |
305
- | 0.2432 | 20.32 | 508 | 1.6107 | 0.1729 | 1.6107 | 1.2691 |
306
- | 0.2432 | 20.4 | 510 | 1.7039 | 0.1955 | 1.7039 | 1.3053 |
307
- | 0.2432 | 20.48 | 512 | 1.7096 | 0.1955 | 1.7096 | 1.3075 |
308
- | 0.2432 | 20.56 | 514 | 1.6940 | 0.1635 | 1.6940 | 1.3015 |
309
- | 0.2432 | 20.64 | 516 | 1.6638 | 0.1573 | 1.6638 | 1.2899 |
310
- | 0.2432 | 20.72 | 518 | 1.4942 | 0.1370 | 1.4942 | 1.2224 |
311
- | 0.2432 | 20.8 | 520 | 1.4111 | 0.1697 | 1.4111 | 1.1879 |
312
- | 0.2432 | 20.88 | 522 | 1.4375 | 0.1697 | 1.4375 | 1.1990 |
313
- | 0.2432 | 20.96 | 524 | 1.5805 | 0.2239 | 1.5805 | 1.2572 |
314
- | 0.2432 | 21.04 | 526 | 1.7527 | 0.1635 | 1.7527 | 1.3239 |
315
- | 0.2432 | 21.12 | 528 | 1.8510 | 0.1525 | 1.8510 | 1.3605 |
316
- | 0.2432 | 21.2 | 530 | 1.8297 | 0.1279 | 1.8297 | 1.3527 |
317
- | 0.2432 | 21.28 | 532 | 1.7216 | 0.1832 | 1.7216 | 1.3121 |
318
- | 0.2432 | 21.36 | 534 | 1.6193 | 0.0896 | 1.6193 | 1.2725 |
319
- | 0.2432 | 21.44 | 536 | 1.5545 | 0.1486 | 1.5545 | 1.2468 |
320
- | 0.2432 | 21.52 | 538 | 1.4893 | 0.1486 | 1.4893 | 1.2204 |
321
- | 0.2432 | 21.6 | 540 | 1.4691 | 0.2027 | 1.4691 | 1.2121 |
322
- | 0.2432 | 21.68 | 542 | 1.4951 | 0.1886 | 1.4951 | 1.2227 |
323
- | 0.2432 | 21.76 | 544 | 1.4928 | 0.1886 | 1.4928 | 1.2218 |
324
- | 0.2432 | 21.84 | 546 | 1.4382 | 0.1886 | 1.4382 | 1.1993 |
325
- | 0.2432 | 21.92 | 548 | 1.3825 | 0.0931 | 1.3825 | 1.1758 |
326
- | 0.2432 | 22.0 | 550 | 1.3929 | 0.0510 | 1.3929 | 1.1802 |
327
- | 0.2432 | 22.08 | 552 | 1.4533 | 0.1486 | 1.4533 | 1.2055 |
328
- | 0.2432 | 22.16 | 554 | 1.4794 | 0.2126 | 1.4794 | 1.2163 |
329
- | 0.2432 | 22.24 | 556 | 1.4932 | 0.2239 | 1.4932 | 1.2220 |
330
- | 0.2432 | 22.32 | 558 | 1.4179 | 0.2730 | 1.4179 | 1.1907 |
331
- | 0.2432 | 22.4 | 560 | 1.3782 | 0.2730 | 1.3782 | 1.1740 |
332
- | 0.2432 | 22.48 | 562 | 1.3678 | 0.2730 | 1.3678 | 1.1695 |
333
- | 0.2432 | 22.56 | 564 | 1.4136 | 0.2367 | 1.4136 | 1.1890 |
334
- | 0.2432 | 22.64 | 566 | 1.4092 | 0.2260 | 1.4092 | 1.1871 |
335
- | 0.2432 | 22.72 | 568 | 1.4396 | 0.1486 | 1.4396 | 1.1999 |
336
- | 0.2432 | 22.8 | 570 | 1.4742 | 0.1486 | 1.4742 | 1.2142 |
337
- | 0.2432 | 22.88 | 572 | 1.4762 | 0.1486 | 1.4762 | 1.2150 |
338
- | 0.2432 | 22.96 | 574 | 1.4354 | 0.1486 | 1.4354 | 1.1981 |
339
- | 0.2432 | 23.04 | 576 | 1.3724 | 0.1628 | 1.3724 | 1.1715 |
340
- | 0.2432 | 23.12 | 578 | 1.2843 | 0.2027 | 1.2843 | 1.1333 |
341
- | 0.2432 | 23.2 | 580 | 1.2369 | 0.1697 | 1.2369 | 1.1122 |
342
- | 0.2432 | 23.28 | 582 | 1.2750 | 0.2027 | 1.2750 | 1.1292 |
343
- | 0.2432 | 23.36 | 584 | 1.3719 | 0.2506 | 1.3719 | 1.1713 |
344
- | 0.2432 | 23.44 | 586 | 1.4357 | 0.2602 | 1.4357 | 1.1982 |
345
- | 0.2432 | 23.52 | 588 | 1.3852 | 0.2506 | 1.3852 | 1.1770 |
346
- | 0.2432 | 23.6 | 590 | 1.3551 | 0.2795 | 1.3551 | 1.1641 |
347
- | 0.2432 | 23.68 | 592 | 1.3314 | 0.2506 | 1.3314 | 1.1539 |
348
- | 0.2432 | 23.76 | 594 | 1.3637 | 0.2203 | 1.3637 | 1.1678 |
349
- | 0.2432 | 23.84 | 596 | 1.3925 | 0.2203 | 1.3925 | 1.1800 |
350
- | 0.2432 | 23.92 | 598 | 1.4225 | 0.2203 | 1.4225 | 1.1927 |
351
- | 0.2432 | 24.0 | 600 | 1.4458 | 0.2015 | 1.4458 | 1.2024 |
352
- | 0.2432 | 24.08 | 602 | 1.3532 | 0.2506 | 1.3532 | 1.1633 |
353
- | 0.2432 | 24.16 | 604 | 1.3323 | 0.2795 | 1.3323 | 1.1543 |
354
- | 0.2432 | 24.24 | 606 | 1.3875 | 0.2417 | 1.3875 | 1.1779 |
355
- | 0.2432 | 24.32 | 608 | 1.5209 | 0.2465 | 1.5209 | 1.2332 |
356
- | 0.2432 | 24.4 | 610 | 1.6196 | 0.2555 | 1.6196 | 1.2726 |
357
- | 0.2432 | 24.48 | 612 | 1.6500 | 0.2292 | 1.6500 | 1.2845 |
358
- | 0.2432 | 24.56 | 614 | 1.5930 | 0.1634 | 1.5930 | 1.2622 |
359
- | 0.2432 | 24.64 | 616 | 1.5501 | 0.1814 | 1.5501 | 1.2450 |
360
- | 0.2432 | 24.72 | 618 | 1.4869 | 0.0510 | 1.4869 | 1.2194 |
361
- | 0.2432 | 24.8 | 620 | 1.4517 | 0.0122 | 1.4517 | 1.2049 |
362
- | 0.2432 | 24.88 | 622 | 1.4385 | 0.1486 | 1.4385 | 1.1994 |
363
- | 0.2432 | 24.96 | 624 | 1.4490 | 0.1486 | 1.4490 | 1.2038 |
364
- | 0.2432 | 25.04 | 626 | 1.4902 | 0.1486 | 1.4902 | 1.2207 |
365
- | 0.2432 | 25.12 | 628 | 1.5126 | 0.1880 | 1.5126 | 1.2299 |
366
- | 0.2432 | 25.2 | 630 | 1.5397 | 0.1880 | 1.5397 | 1.2409 |
367
- | 0.2432 | 25.28 | 632 | 1.5063 | 0.2184 | 1.5063 | 1.2273 |
368
- | 0.2432 | 25.36 | 634 | 1.4742 | 0.2184 | 1.4742 | 1.2142 |
369
- | 0.2432 | 25.44 | 636 | 1.5017 | 0.2184 | 1.5017 | 1.2254 |
370
- | 0.2432 | 25.52 | 638 | 1.5163 | 0.1880 | 1.5163 | 1.2314 |
371
- | 0.2432 | 25.6 | 640 | 1.5115 | 0.1880 | 1.5115 | 1.2294 |
372
- | 0.2432 | 25.68 | 642 | 1.5071 | 0.1880 | 1.5071 | 1.2276 |
373
- | 0.2432 | 25.76 | 644 | 1.5121 | 0.2184 | 1.5121 | 1.2297 |
374
- | 0.2432 | 25.84 | 646 | 1.5001 | 0.2184 | 1.5001 | 1.2248 |
375
- | 0.2432 | 25.92 | 648 | 1.5508 | 0.2221 | 1.5508 | 1.2453 |
376
- | 0.2432 | 26.0 | 650 | 1.4940 | 0.2221 | 1.4940 | 1.2223 |
377
- | 0.2432 | 26.08 | 652 | 1.4346 | 0.2391 | 1.4346 | 1.1978 |
378
- | 0.2432 | 26.16 | 654 | 1.3541 | 0.2690 | 1.3541 | 1.1637 |
379
- | 0.2432 | 26.24 | 656 | 1.3330 | 0.2602 | 1.3330 | 1.1545 |
380
- | 0.2432 | 26.32 | 658 | 1.3390 | 0.2126 | 1.3390 | 1.1572 |
381
- | 0.2432 | 26.4 | 660 | 1.3947 | 0.2424 | 1.3947 | 1.1810 |
382
- | 0.2432 | 26.48 | 662 | 1.3876 | 0.2424 | 1.3876 | 1.1780 |
383
- | 0.2432 | 26.56 | 664 | 1.3534 | 0.2424 | 1.3534 | 1.1633 |
384
- | 0.2432 | 26.64 | 666 | 1.3567 | 0.2126 | 1.3567 | 1.1648 |
385
- | 0.2432 | 26.72 | 668 | 1.4185 | 0.2424 | 1.4185 | 1.1910 |
386
- | 0.2432 | 26.8 | 670 | 1.4851 | 0.2424 | 1.4851 | 1.2186 |
387
- | 0.2432 | 26.88 | 672 | 1.5100 | 0.2424 | 1.5100 | 1.2288 |
388
- | 0.2432 | 26.96 | 674 | 1.4950 | 0.2126 | 1.4950 | 1.2227 |
389
- | 0.2432 | 27.04 | 676 | 1.4454 | 0.1814 | 1.4454 | 1.2022 |
390
- | 0.2432 | 27.12 | 678 | 1.3672 | 0.1814 | 1.3672 | 1.1693 |
391
- | 0.2432 | 27.2 | 680 | 1.2258 | 0.2027 | 1.2258 | 1.1072 |
392
- | 0.2432 | 27.28 | 682 | 1.0853 | 0.2040 | 1.0853 | 1.0418 |
393
- | 0.2432 | 27.36 | 684 | 1.0745 | 0.2368 | 1.0745 | 1.0366 |
394
- | 0.2432 | 27.44 | 686 | 1.1705 | 0.2027 | 1.1705 | 1.0819 |
395
- | 0.2432 | 27.52 | 688 | 1.3375 | 0.2424 | 1.3375 | 1.1565 |
396
- | 0.2432 | 27.6 | 690 | 1.5758 | 0.2437 | 1.5758 | 1.2553 |
397
- | 0.2432 | 27.68 | 692 | 1.7246 | 0.2317 | 1.7246 | 1.3132 |
398
- | 0.2432 | 27.76 | 694 | 1.7685 | 0.1955 | 1.7685 | 1.3299 |
399
- | 0.2432 | 27.84 | 696 | 1.7435 | 0.1573 | 1.7435 | 1.3204 |
400
- | 0.2432 | 27.92 | 698 | 1.6290 | 0.1634 | 1.6290 | 1.2763 |
401
- | 0.2432 | 28.0 | 700 | 1.5534 | 0.1814 | 1.5534 | 1.2463 |
402
- | 0.2432 | 28.08 | 702 | 1.4493 | 0.1814 | 1.4493 | 1.2039 |
403
- | 0.2432 | 28.16 | 704 | 1.3048 | 0.1486 | 1.3048 | 1.1423 |
404
- | 0.2432 | 28.24 | 706 | 1.2170 | 0.1622 | 1.2170 | 1.1032 |
405
- | 0.2432 | 28.32 | 708 | 1.2124 | 0.1622 | 1.2124 | 1.1011 |
406
- | 0.2432 | 28.4 | 710 | 1.2980 | 0.1628 | 1.2980 | 1.1393 |
407
- | 0.2432 | 28.48 | 712 | 1.4051 | 0.1943 | 1.4051 | 1.1854 |
408
- | 0.2432 | 28.56 | 714 | 1.4129 | 0.1943 | 1.4129 | 1.1886 |
409
- | 0.2432 | 28.64 | 716 | 1.4391 | 0.2239 | 1.4391 | 1.1996 |
410
- | 0.2432 | 28.72 | 718 | 1.4740 | 0.2342 | 1.4740 | 1.2141 |
411
- | 0.2432 | 28.8 | 720 | 1.4467 | 0.2239 | 1.4467 | 1.2028 |
412
- | 0.2432 | 28.88 | 722 | 1.4024 | 0.2239 | 1.4024 | 1.1842 |
413
- | 0.2432 | 28.96 | 724 | 1.3802 | 0.2239 | 1.3802 | 1.1748 |
414
- | 0.2432 | 29.04 | 726 | 1.4334 | 0.2239 | 1.4334 | 1.1972 |
415
- | 0.2432 | 29.12 | 728 | 1.4537 | 0.2239 | 1.4537 | 1.2057 |
416
- | 0.2432 | 29.2 | 730 | 1.4192 | 0.2342 | 1.4192 | 1.1913 |
417
- | 0.2432 | 29.28 | 732 | 1.3476 | 0.2602 | 1.3476 | 1.1609 |
418
- | 0.2432 | 29.36 | 734 | 1.2792 | 0.2015 | 1.2792 | 1.1310 |
419
- | 0.2432 | 29.44 | 736 | 1.2136 | 0.1552 | 1.2136 | 1.1016 |
420
- | 0.2432 | 29.52 | 738 | 1.1835 | 0.1552 | 1.1835 | 1.0879 |
421
- | 0.2432 | 29.6 | 740 | 1.1687 | 0.1622 | 1.1687 | 1.0810 |
422
- | 0.2432 | 29.68 | 742 | 1.2125 | 0.1886 | 1.2125 | 1.1011 |
423
- | 0.2432 | 29.76 | 744 | 1.2711 | 0.2315 | 1.2711 | 1.1274 |
424
- | 0.2432 | 29.84 | 746 | 1.2333 | 0.2495 | 1.2333 | 1.1105 |
425
- | 0.2432 | 29.92 | 748 | 1.1323 | 0.1961 | 1.1323 | 1.0641 |
426
- | 0.2432 | 30.0 | 750 | 1.0930 | 0.1770 | 1.0930 | 1.0455 |
427
- | 0.2432 | 30.08 | 752 | 1.1723 | 0.1816 | 1.1723 | 1.0827 |
428
- | 0.2432 | 30.16 | 754 | 1.2625 | 0.2015 | 1.2625 | 1.1236 |
429
- | 0.2432 | 30.24 | 756 | 1.2933 | 0.2015 | 1.2933 | 1.1372 |
430
- | 0.2432 | 30.32 | 758 | 1.3115 | 0.2015 | 1.3115 | 1.1452 |
431
- | 0.2432 | 30.4 | 760 | 1.3494 | 0.2015 | 1.3494 | 1.1616 |
432
- | 0.2432 | 30.48 | 762 | 1.3166 | 0.1886 | 1.3166 | 1.1474 |
433
- | 0.2432 | 30.56 | 764 | 1.2621 | 0.1288 | 1.2621 | 1.1234 |
434
- | 0.2432 | 30.64 | 766 | 1.2026 | 0.1288 | 1.2026 | 1.0966 |
435
- | 0.2432 | 30.72 | 768 | 1.1398 | 0.1770 | 1.1398 | 1.0676 |
436
- | 0.2432 | 30.8 | 770 | 1.0811 | 0.2775 | 1.0811 | 1.0398 |
437
- | 0.2432 | 30.88 | 772 | 1.0888 | 0.2775 | 1.0888 | 1.0435 |
438
- | 0.2432 | 30.96 | 774 | 1.0934 | 0.2681 | 1.0934 | 1.0457 |
439
- | 0.2432 | 31.04 | 776 | 1.2422 | 0.2446 | 1.2422 | 1.1145 |
440
- | 0.2432 | 31.12 | 778 | 1.3533 | 0.2690 | 1.3533 | 1.1633 |
441
- | 0.2432 | 31.2 | 780 | 1.3597 | 0.1943 | 1.3597 | 1.1661 |
442
- | 0.2432 | 31.28 | 782 | 1.3109 | 0.1814 | 1.3109 | 1.1449 |
443
- | 0.2432 | 31.36 | 784 | 1.2295 | 0.1486 | 1.2295 | 1.1088 |
444
- | 0.2432 | 31.44 | 786 | 1.1524 | 0.0987 | 1.1524 | 1.0735 |
445
- | 0.2432 | 31.52 | 788 | 1.1279 | 0.0604 | 1.1279 | 1.0620 |
446
- | 0.2432 | 31.6 | 790 | 1.1932 | 0.0401 | 1.1932 | 1.0923 |
447
- | 0.2432 | 31.68 | 792 | 1.3025 | 0.1486 | 1.3025 | 1.1413 |
448
- | 0.2432 | 31.76 | 794 | 1.4094 | 0.1814 | 1.4094 | 1.1872 |
449
- | 0.2432 | 31.84 | 796 | 1.4572 | 0.1814 | 1.4572 | 1.2072 |
450
- | 0.2432 | 31.92 | 798 | 1.4229 | 0.1814 | 1.4229 | 1.1929 |
451
- | 0.2432 | 32.0 | 800 | 1.3425 | 0.0878 | 1.3425 | 1.1587 |
452
- | 0.2432 | 32.08 | 802 | 1.3003 | 0.0878 | 1.3003 | 1.1403 |
453
- | 0.2432 | 32.16 | 804 | 1.3128 | 0.0878 | 1.3128 | 1.1458 |
454
- | 0.2432 | 32.24 | 806 | 1.3503 | 0.1486 | 1.3503 | 1.1620 |
455
- | 0.2432 | 32.32 | 808 | 1.3519 | 0.1814 | 1.3519 | 1.1627 |
456
- | 0.2432 | 32.4 | 810 | 1.3563 | 0.2239 | 1.3563 | 1.1646 |
457
- | 0.2432 | 32.48 | 812 | 1.3279 | 0.2239 | 1.3279 | 1.1523 |
458
- | 0.2432 | 32.56 | 814 | 1.2330 | 0.2203 | 1.2330 | 1.1104 |
459
- | 0.2432 | 32.64 | 816 | 1.1594 | 0.1816 | 1.1594 | 1.0767 |
460
- | 0.2432 | 32.72 | 818 | 1.1370 | 0.1961 | 1.1370 | 1.0663 |
461
- | 0.2432 | 32.8 | 820 | 1.2360 | 0.2203 | 1.2360 | 1.1117 |
462
- | 0.2432 | 32.88 | 822 | 1.3151 | 0.2555 | 1.3151 | 1.1468 |
463
- | 0.2432 | 32.96 | 824 | 1.3285 | 0.2506 | 1.3285 | 1.1526 |
464
- | 0.2432 | 33.04 | 826 | 1.3095 | 0.2203 | 1.3095 | 1.1444 |
465
- | 0.2432 | 33.12 | 828 | 1.2713 | 0.2203 | 1.2713 | 1.1275 |
466
- | 0.2432 | 33.2 | 830 | 1.1957 | 0.1202 | 1.1957 | 1.0935 |
467
- | 0.2432 | 33.28 | 832 | 1.0996 | 0.1351 | 1.0996 | 1.0486 |
468
- | 0.2432 | 33.36 | 834 | 1.0713 | 0.0961 | 1.0713 | 1.0350 |
469
- | 0.2432 | 33.44 | 836 | 1.1130 | 0.0961 | 1.1130 | 1.0550 |
470
- | 0.2432 | 33.52 | 838 | 1.2104 | 0.1816 | 1.2104 | 1.1002 |
471
- | 0.2432 | 33.6 | 840 | 1.3509 | 0.2203 | 1.3509 | 1.1623 |
472
- | 0.2432 | 33.68 | 842 | 1.3990 | 0.2203 | 1.3990 | 1.1828 |
473
- | 0.2432 | 33.76 | 844 | 1.4364 | 0.1814 | 1.4364 | 1.1985 |
474
- | 0.2432 | 33.84 | 846 | 1.4397 | 0.1814 | 1.4397 | 1.1999 |
475
- | 0.2432 | 33.92 | 848 | 1.3751 | 0.2203 | 1.3751 | 1.1727 |
476
- | 0.2432 | 34.0 | 850 | 1.2979 | 0.2203 | 1.2979 | 1.1393 |
477
- | 0.2432 | 34.08 | 852 | 1.1781 | 0.2143 | 1.1781 | 1.0854 |
478
- | 0.2432 | 34.16 | 854 | 1.0416 | 0.2535 | 1.0416 | 1.0206 |
479
- | 0.2432 | 34.24 | 856 | 0.9530 | 0.3081 | 0.9530 | 0.9762 |
480
- | 0.2432 | 34.32 | 858 | 0.9246 | 0.3081 | 0.9246 | 0.9616 |
481
- | 0.2432 | 34.4 | 860 | 0.9464 | 0.2843 | 0.9464 | 0.9729 |
482
- | 0.2432 | 34.48 | 862 | 1.0780 | 0.2686 | 1.0780 | 1.0383 |
483
- | 0.2432 | 34.56 | 864 | 1.2417 | 0.2602 | 1.2417 | 1.1143 |
484
- | 0.2432 | 34.64 | 866 | 1.3757 | 0.2417 | 1.3757 | 1.1729 |
485
- | 0.2432 | 34.72 | 868 | 1.3918 | 0.2555 | 1.3918 | 1.1798 |
486
- | 0.2432 | 34.8 | 870 | 1.3407 | 0.2506 | 1.3407 | 1.1579 |
487
- | 0.2432 | 34.88 | 872 | 1.2864 | 0.1628 | 1.2864 | 1.1342 |
488
- | 0.2432 | 34.96 | 874 | 1.2080 | 0.0987 | 1.2080 | 1.0991 |
489
- | 0.2432 | 35.04 | 876 | 1.1400 | 0.0987 | 1.1400 | 1.0677 |
490
- | 0.2432 | 35.12 | 878 | 1.0898 | 0.0987 | 1.0898 | 1.0440 |
491
- | 0.2432 | 35.2 | 880 | 1.1146 | 0.0987 | 1.1146 | 1.0557 |
492
- | 0.2432 | 35.28 | 882 | 1.2121 | 0.0987 | 1.2121 | 1.1010 |
493
- | 0.2432 | 35.36 | 884 | 1.3776 | 0.1814 | 1.3776 | 1.1737 |
494
- | 0.2432 | 35.44 | 886 | 1.5712 | 0.2184 | 1.5712 | 1.2535 |
495
- | 0.2432 | 35.52 | 888 | 1.6851 | 0.2004 | 1.6851 | 1.2981 |
496
- | 0.2432 | 35.6 | 890 | 1.7014 | 0.1892 | 1.7014 | 1.3044 |
497
- | 0.2432 | 35.68 | 892 | 1.6197 | 0.2342 | 1.6197 | 1.2727 |
498
- | 0.2432 | 35.76 | 894 | 1.5601 | 0.2221 | 1.5601 | 1.2490 |
499
- | 0.2432 | 35.84 | 896 | 1.4810 | 0.2170 | 1.4810 | 1.2170 |
500
- | 0.2432 | 35.92 | 898 | 1.4109 | 0.2506 | 1.4109 | 1.1878 |
501
- | 0.2432 | 36.0 | 900 | 1.4161 | 0.2203 | 1.4161 | 1.1900 |
502
- | 0.2432 | 36.08 | 902 | 1.4810 | 0.2203 | 1.4810 | 1.2170 |
503
- | 0.2432 | 36.16 | 904 | 1.5200 | 0.1814 | 1.5200 | 1.2329 |
504
- | 0.2432 | 36.24 | 906 | 1.5176 | 0.0878 | 1.5176 | 1.2319 |
505
- | 0.2432 | 36.32 | 908 | 1.4676 | 0.0878 | 1.4676 | 1.2115 |
506
- | 0.2432 | 36.4 | 910 | 1.4274 | 0.0510 | 1.4274 | 1.1947 |
507
- | 0.2432 | 36.48 | 912 | 1.3749 | 0.0931 | 1.3749 | 1.1726 |
508
- | 0.2432 | 36.56 | 914 | 1.3668 | 0.0931 | 1.3668 | 1.1691 |
509
- | 0.2432 | 36.64 | 916 | 1.3679 | 0.1288 | 1.3679 | 1.1696 |
510
- | 0.2432 | 36.72 | 918 | 1.3611 | 0.2203 | 1.3611 | 1.1667 |
511
- | 0.2432 | 36.8 | 920 | 1.3949 | 0.2367 | 1.3949 | 1.1811 |
512
- | 0.2432 | 36.88 | 922 | 1.3404 | 0.2417 | 1.3404 | 1.1578 |
513
- | 0.2432 | 36.96 | 924 | 1.3295 | 0.2690 | 1.3295 | 1.1530 |
514
- | 0.2432 | 37.04 | 926 | 1.3091 | 0.2690 | 1.3091 | 1.1442 |
515
- | 0.2432 | 37.12 | 928 | 1.2512 | 0.2730 | 1.2512 | 1.1186 |
516
- | 0.2432 | 37.2 | 930 | 1.1707 | 0.2284 | 1.1707 | 1.0820 |
517
- | 0.2432 | 37.28 | 932 | 1.1467 | 0.2284 | 1.1467 | 1.0708 |
518
- | 0.2432 | 37.36 | 934 | 1.1789 | 0.1961 | 1.1789 | 1.0858 |
519
- | 0.2432 | 37.44 | 936 | 1.2937 | 0.1816 | 1.2937 | 1.1374 |
520
- | 0.2432 | 37.52 | 938 | 1.3726 | 0.0878 | 1.3726 | 1.1716 |
521
- | 0.2432 | 37.6 | 940 | 1.4068 | 0.0878 | 1.4068 | 1.1861 |
522
- | 0.2432 | 37.68 | 942 | 1.3920 | 0.0878 | 1.3920 | 1.1798 |
523
- | 0.2432 | 37.76 | 944 | 1.3310 | 0.0401 | 1.3310 | 1.1537 |
524
- | 0.2432 | 37.84 | 946 | 1.2901 | 0.0833 | 1.2901 | 1.1358 |
525
- | 0.2432 | 37.92 | 948 | 1.2812 | 0.1816 | 1.2812 | 1.1319 |
526
- | 0.2432 | 38.0 | 950 | 1.3073 | 0.2143 | 1.3073 | 1.1434 |
527
- | 0.2432 | 38.08 | 952 | 1.3389 | 0.2455 | 1.3389 | 1.1571 |
528
- | 0.2432 | 38.16 | 954 | 1.2841 | 0.2143 | 1.2841 | 1.1332 |
529
- | 0.2432 | 38.24 | 956 | 1.2659 | 0.2455 | 1.2659 | 1.1251 |
530
- | 0.2432 | 38.32 | 958 | 1.2411 | 0.2284 | 1.2411 | 1.1140 |
531
- | 0.2432 | 38.4 | 960 | 1.1651 | 0.1622 | 1.1651 | 1.0794 |
532
- | 0.2432 | 38.48 | 962 | 1.1221 | 0.1622 | 1.1221 | 1.0593 |
533
- | 0.2432 | 38.56 | 964 | 1.1285 | 0.1622 | 1.1285 | 1.0623 |
534
- | 0.2432 | 38.64 | 966 | 1.1211 | 0.1622 | 1.1211 | 1.0588 |
535
- | 0.2432 | 38.72 | 968 | 1.1362 | 0.1622 | 1.1362 | 1.0659 |
536
- | 0.2432 | 38.8 | 970 | 1.1889 | 0.1622 | 1.1889 | 1.0904 |
537
- | 0.2432 | 38.88 | 972 | 1.2416 | 0.2284 | 1.2416 | 1.1143 |
538
- | 0.2432 | 38.96 | 974 | 1.2767 | 0.2143 | 1.2767 | 1.1299 |
539
- | 0.2432 | 39.04 | 976 | 1.2581 | 0.2284 | 1.2581 | 1.1217 |
540
- | 0.2432 | 39.12 | 978 | 1.2318 | 0.1961 | 1.2318 | 1.1099 |
541
- | 0.2432 | 39.2 | 980 | 1.1726 | 0.0987 | 1.1726 | 1.0829 |
542
- | 0.2432 | 39.28 | 982 | 1.1362 | 0.0987 | 1.1362 | 1.0659 |
543
- | 0.2432 | 39.36 | 984 | 1.1581 | 0.0987 | 1.1581 | 1.0762 |
544
- | 0.2432 | 39.44 | 986 | 1.2205 | 0.1961 | 1.2205 | 1.1048 |
545
- | 0.2432 | 39.52 | 988 | 1.3253 | 0.2239 | 1.3253 | 1.1512 |
546
- | 0.2432 | 39.6 | 990 | 1.3999 | 0.2522 | 1.3999 | 1.1832 |
547
- | 0.2432 | 39.68 | 992 | 1.4184 | 0.2568 | 1.4184 | 1.1910 |
548
- | 0.2432 | 39.76 | 994 | 1.4013 | 0.2568 | 1.4013 | 1.1838 |
549
- | 0.2432 | 39.84 | 996 | 1.3795 | 0.2239 | 1.3795 | 1.1745 |
550
- | 0.2432 | 39.92 | 998 | 1.3585 | 0.2239 | 1.3585 | 1.1656 |
551
- | 0.0543 | 40.0 | 1000 | 1.3114 | 0.2126 | 1.3114 | 1.1451 |
552
- | 0.0543 | 40.08 | 1002 | 1.3029 | 0.1814 | 1.3029 | 1.1414 |
553
- | 0.0543 | 40.16 | 1004 | 1.3151 | 0.1814 | 1.3151 | 1.1468 |
554
- | 0.0543 | 40.24 | 1006 | 1.3008 | 0.1814 | 1.3008 | 1.1405 |
555
- | 0.0543 | 40.32 | 1008 | 1.3078 | 0.1814 | 1.3078 | 1.1436 |
556
- | 0.0543 | 40.4 | 1010 | 1.3311 | 0.1880 | 1.3311 | 1.1537 |
557
 
558
 
559
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k4_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_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k4_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: 0.7210
19
+ - Qwk: 0.5261
20
+ - Mse: 0.7210
21
+ - Rmse: 0.8491
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0909 | 2 | 3.9873 | -0.0090 | 3.9873 | 1.9968 |
53
+ | No log | 0.1818 | 4 | 2.3459 | 0.0357 | 2.3459 | 1.5316 |
54
+ | No log | 0.2727 | 6 | 2.2862 | 0.0798 | 2.2862 | 1.5120 |
55
+ | No log | 0.3636 | 8 | 2.0269 | 0.0727 | 2.0269 | 1.4237 |
56
+ | No log | 0.4545 | 10 | 1.1329 | 0.2639 | 1.1329 | 1.0644 |
57
+ | No log | 0.5455 | 12 | 1.1631 | 0.2166 | 1.1631 | 1.0785 |
58
+ | No log | 0.6364 | 14 | 1.2078 | 0.1284 | 1.2078 | 1.0990 |
59
+ | No log | 0.7273 | 16 | 1.1354 | 0.2265 | 1.1354 | 1.0656 |
60
+ | No log | 0.8182 | 18 | 1.1106 | 0.2740 | 1.1106 | 1.0539 |
61
+ | No log | 0.9091 | 20 | 1.0509 | 0.2243 | 1.0509 | 1.0251 |
62
+ | No log | 1.0 | 22 | 1.0423 | 0.2834 | 1.0423 | 1.0209 |
63
+ | No log | 1.0909 | 24 | 1.0415 | 0.2981 | 1.0415 | 1.0205 |
64
+ | No log | 1.1818 | 26 | 1.0644 | 0.2074 | 1.0644 | 1.0317 |
65
+ | No log | 1.2727 | 28 | 1.1345 | 0.1979 | 1.1345 | 1.0651 |
66
+ | No log | 1.3636 | 30 | 1.3183 | 0.0998 | 1.3183 | 1.1482 |
67
+ | No log | 1.4545 | 32 | 1.4048 | 0.1500 | 1.4048 | 1.1852 |
68
+ | No log | 1.5455 | 34 | 1.2542 | 0.0760 | 1.2542 | 1.1199 |
69
+ | No log | 1.6364 | 36 | 1.1935 | 0.0878 | 1.1935 | 1.0925 |
70
+ | No log | 1.7273 | 38 | 1.0518 | 0.2271 | 1.0518 | 1.0256 |
71
+ | No log | 1.8182 | 40 | 0.9348 | 0.1848 | 0.9348 | 0.9668 |
72
+ | No log | 1.9091 | 42 | 0.9419 | 0.1794 | 0.9419 | 0.9705 |
73
+ | No log | 2.0 | 44 | 0.9384 | 0.2615 | 0.9384 | 0.9687 |
74
+ | No log | 2.0909 | 46 | 0.9590 | 0.1848 | 0.9590 | 0.9793 |
75
+ | No log | 2.1818 | 48 | 0.9480 | 0.1971 | 0.9480 | 0.9737 |
76
+ | No log | 2.2727 | 50 | 1.1768 | 0.1030 | 1.1768 | 1.0848 |
77
+ | No log | 2.3636 | 52 | 1.2178 | 0.0654 | 1.2178 | 1.1036 |
78
+ | No log | 2.4545 | 54 | 0.9975 | 0.1876 | 0.9975 | 0.9987 |
79
+ | No log | 2.5455 | 56 | 0.9023 | 0.2981 | 0.9023 | 0.9499 |
80
+ | No log | 2.6364 | 58 | 0.8606 | 0.3059 | 0.8606 | 0.9277 |
81
+ | No log | 2.7273 | 60 | 0.8845 | 0.2616 | 0.8845 | 0.9405 |
82
+ | No log | 2.8182 | 62 | 0.8713 | 0.3243 | 0.8713 | 0.9334 |
83
+ | No log | 2.9091 | 64 | 0.8617 | 0.3795 | 0.8617 | 0.9283 |
84
+ | No log | 3.0 | 66 | 0.8409 | 0.4071 | 0.8409 | 0.9170 |
85
+ | No log | 3.0909 | 68 | 0.8571 | 0.4365 | 0.8571 | 0.9258 |
86
+ | No log | 3.1818 | 70 | 0.9384 | 0.2572 | 0.9384 | 0.9687 |
87
+ | No log | 3.2727 | 72 | 1.0190 | 0.3163 | 1.0190 | 1.0095 |
88
+ | No log | 3.3636 | 74 | 1.0665 | 0.3033 | 1.0665 | 1.0327 |
89
+ | No log | 3.4545 | 76 | 0.8830 | 0.3680 | 0.8830 | 0.9397 |
90
+ | No log | 3.5455 | 78 | 0.9342 | 0.2748 | 0.9342 | 0.9665 |
91
+ | No log | 3.6364 | 80 | 1.0496 | 0.1643 | 1.0496 | 1.0245 |
92
+ | No log | 3.7273 | 82 | 1.0367 | 0.2449 | 1.0367 | 1.0182 |
93
+ | No log | 3.8182 | 84 | 0.9629 | 0.4180 | 0.9629 | 0.9813 |
94
+ | No log | 3.9091 | 86 | 0.8648 | 0.4966 | 0.8648 | 0.9299 |
95
+ | No log | 4.0 | 88 | 0.8026 | 0.4405 | 0.8026 | 0.8959 |
96
+ | No log | 4.0909 | 90 | 0.7712 | 0.4810 | 0.7712 | 0.8782 |
97
+ | No log | 4.1818 | 92 | 0.7663 | 0.5069 | 0.7663 | 0.8754 |
98
+ | No log | 4.2727 | 94 | 0.7681 | 0.5301 | 0.7681 | 0.8764 |
99
+ | No log | 4.3636 | 96 | 0.7952 | 0.5301 | 0.7952 | 0.8917 |
100
+ | No log | 4.4545 | 98 | 0.7691 | 0.5274 | 0.7691 | 0.8770 |
101
+ | No log | 4.5455 | 100 | 0.7770 | 0.5485 | 0.7770 | 0.8815 |
102
+ | No log | 4.6364 | 102 | 0.7763 | 0.4507 | 0.7763 | 0.8811 |
103
+ | No log | 4.7273 | 104 | 0.7778 | 0.4898 | 0.7778 | 0.8820 |
104
+ | No log | 4.8182 | 106 | 0.7784 | 0.5432 | 0.7784 | 0.8823 |
105
+ | No log | 4.9091 | 108 | 0.9984 | 0.3779 | 0.9984 | 0.9992 |
106
+ | No log | 5.0 | 110 | 1.1700 | 0.4118 | 1.1700 | 1.0817 |
107
+ | No log | 5.0909 | 112 | 1.1323 | 0.3677 | 1.1323 | 1.0641 |
108
+ | No log | 5.1818 | 114 | 1.1209 | 0.3753 | 1.1209 | 1.0587 |
109
+ | No log | 5.2727 | 116 | 0.9025 | 0.3744 | 0.9025 | 0.9500 |
110
+ | No log | 5.3636 | 118 | 0.8083 | 0.5089 | 0.8083 | 0.8991 |
111
+ | No log | 5.4545 | 120 | 0.8413 | 0.4749 | 0.8413 | 0.9172 |
112
+ | No log | 5.5455 | 122 | 0.8671 | 0.4761 | 0.8671 | 0.9312 |
113
+ | No log | 5.6364 | 124 | 0.9053 | 0.4902 | 0.9053 | 0.9515 |
114
+ | No log | 5.7273 | 126 | 0.9543 | 0.4596 | 0.9543 | 0.9769 |
115
+ | No log | 5.8182 | 128 | 0.8725 | 0.4789 | 0.8725 | 0.9341 |
116
+ | No log | 5.9091 | 130 | 0.8587 | 0.4550 | 0.8587 | 0.9267 |
117
+ | No log | 6.0 | 132 | 0.8111 | 0.4565 | 0.8111 | 0.9006 |
118
+ | No log | 6.0909 | 134 | 0.8441 | 0.4522 | 0.8441 | 0.9187 |
119
+ | No log | 6.1818 | 136 | 0.8948 | 0.3782 | 0.8948 | 0.9460 |
120
+ | No log | 6.2727 | 138 | 0.9119 | 0.3637 | 0.9119 | 0.9549 |
121
+ | No log | 6.3636 | 140 | 0.8800 | 0.3780 | 0.8800 | 0.9381 |
122
+ | No log | 6.4545 | 142 | 0.8724 | 0.4318 | 0.8724 | 0.9340 |
123
+ | No log | 6.5455 | 144 | 0.8513 | 0.3994 | 0.8513 | 0.9227 |
124
+ | No log | 6.6364 | 146 | 0.8412 | 0.4192 | 0.8412 | 0.9172 |
125
+ | No log | 6.7273 | 148 | 0.8438 | 0.3737 | 0.8438 | 0.9186 |
126
+ | No log | 6.8182 | 150 | 0.8404 | 0.4626 | 0.8404 | 0.9167 |
127
+ | No log | 6.9091 | 152 | 0.8276 | 0.4869 | 0.8276 | 0.9097 |
128
+ | No log | 7.0 | 154 | 0.8155 | 0.4792 | 0.8155 | 0.9030 |
129
+ | No log | 7.0909 | 156 | 0.8008 | 0.5459 | 0.8008 | 0.8949 |
130
+ | No log | 7.1818 | 158 | 0.7900 | 0.5729 | 0.7900 | 0.8888 |
131
+ | No log | 7.2727 | 160 | 0.7794 | 0.4615 | 0.7794 | 0.8828 |
132
+ | No log | 7.3636 | 162 | 0.7640 | 0.4988 | 0.7640 | 0.8741 |
133
+ | No log | 7.4545 | 164 | 0.7334 | 0.5002 | 0.7334 | 0.8564 |
134
+ | No log | 7.5455 | 166 | 0.7169 | 0.4644 | 0.7169 | 0.8467 |
135
+ | No log | 7.6364 | 168 | 0.7191 | 0.4927 | 0.7191 | 0.8480 |
136
+ | No log | 7.7273 | 170 | 0.7423 | 0.5066 | 0.7423 | 0.8616 |
137
+ | No log | 7.8182 | 172 | 0.7392 | 0.5176 | 0.7392 | 0.8598 |
138
+ | No log | 7.9091 | 174 | 0.7353 | 0.4234 | 0.7352 | 0.8575 |
139
+ | No log | 8.0 | 176 | 0.7982 | 0.4839 | 0.7982 | 0.8934 |
140
+ | No log | 8.0909 | 178 | 0.8718 | 0.4796 | 0.8718 | 0.9337 |
141
+ | No log | 8.1818 | 180 | 0.9230 | 0.3679 | 0.9230 | 0.9607 |
142
+ | No log | 8.2727 | 182 | 0.8513 | 0.4489 | 0.8513 | 0.9227 |
143
+ | No log | 8.3636 | 184 | 0.7694 | 0.5546 | 0.7694 | 0.8772 |
144
+ | No log | 8.4545 | 186 | 0.7518 | 0.5046 | 0.7518 | 0.8671 |
145
+ | No log | 8.5455 | 188 | 0.7617 | 0.4932 | 0.7617 | 0.8727 |
146
+ | No log | 8.6364 | 190 | 0.7634 | 0.5176 | 0.7634 | 0.8737 |
147
+ | No log | 8.7273 | 192 | 0.8186 | 0.4971 | 0.8186 | 0.9048 |
148
+ | No log | 8.8182 | 194 | 0.8573 | 0.4570 | 0.8573 | 0.9259 |
149
+ | No log | 8.9091 | 196 | 0.7915 | 0.4963 | 0.7915 | 0.8897 |
150
+ | No log | 9.0 | 198 | 0.7648 | 0.6001 | 0.7648 | 0.8745 |
151
+ | No log | 9.0909 | 200 | 0.7764 | 0.5016 | 0.7764 | 0.8811 |
152
+ | No log | 9.1818 | 202 | 0.7861 | 0.4888 | 0.7861 | 0.8866 |
153
+ | No log | 9.2727 | 204 | 0.7896 | 0.4888 | 0.7896 | 0.8886 |
154
+ | No log | 9.3636 | 206 | 0.8071 | 0.4490 | 0.8071 | 0.8984 |
155
+ | No log | 9.4545 | 208 | 0.8216 | 0.4048 | 0.8216 | 0.9064 |
156
+ | No log | 9.5455 | 210 | 0.8496 | 0.4048 | 0.8496 | 0.9217 |
157
+ | No log | 9.6364 | 212 | 0.8718 | 0.3799 | 0.8718 | 0.9337 |
158
+ | No log | 9.7273 | 214 | 0.8995 | 0.4197 | 0.8995 | 0.9484 |
159
+ | No log | 9.8182 | 216 | 0.8380 | 0.4965 | 0.8380 | 0.9154 |
160
+ | No log | 9.9091 | 218 | 0.7867 | 0.5260 | 0.7867 | 0.8869 |
161
+ | No log | 10.0 | 220 | 0.8079 | 0.4225 | 0.8079 | 0.8989 |
162
+ | No log | 10.0909 | 222 | 0.9364 | 0.3694 | 0.9364 | 0.9677 |
163
+ | No log | 10.1818 | 224 | 1.0114 | 0.4069 | 1.0114 | 1.0057 |
164
+ | No log | 10.2727 | 226 | 0.9619 | 0.3731 | 0.9619 | 0.9808 |
165
+ | No log | 10.3636 | 228 | 0.8053 | 0.4377 | 0.8053 | 0.8974 |
166
+ | No log | 10.4545 | 230 | 0.7721 | 0.5343 | 0.7721 | 0.8787 |
167
+ | No log | 10.5455 | 232 | 0.7686 | 0.5570 | 0.7686 | 0.8767 |
168
+ | No log | 10.6364 | 234 | 0.7733 | 0.4595 | 0.7733 | 0.8794 |
169
+ | No log | 10.7273 | 236 | 0.7876 | 0.4595 | 0.7876 | 0.8875 |
170
+ | No log | 10.8182 | 238 | 0.7920 | 0.4958 | 0.7920 | 0.8899 |
171
+ | No log | 10.9091 | 240 | 0.7889 | 0.5333 | 0.7889 | 0.8882 |
172
+ | No log | 11.0 | 242 | 0.7728 | 0.5024 | 0.7728 | 0.8791 |
173
+ | No log | 11.0909 | 244 | 0.7836 | 0.4912 | 0.7836 | 0.8852 |
174
+ | No log | 11.1818 | 246 | 0.8121 | 0.4819 | 0.8121 | 0.9011 |
175
+ | No log | 11.2727 | 248 | 0.8043 | 0.4691 | 0.8043 | 0.8969 |
176
+ | No log | 11.3636 | 250 | 0.7895 | 0.4912 | 0.7895 | 0.8885 |
177
+ | No log | 11.4545 | 252 | 0.7926 | 0.5342 | 0.7926 | 0.8903 |
178
+ | No log | 11.5455 | 254 | 0.7801 | 0.5287 | 0.7801 | 0.8832 |
179
+ | No log | 11.6364 | 256 | 0.7809 | 0.4949 | 0.7809 | 0.8837 |
180
+ | No log | 11.7273 | 258 | 0.7749 | 0.5052 | 0.7749 | 0.8803 |
181
+ | No log | 11.8182 | 260 | 0.7651 | 0.5386 | 0.7651 | 0.8747 |
182
+ | No log | 11.9091 | 262 | 0.7655 | 0.5139 | 0.7655 | 0.8749 |
183
+ | No log | 12.0 | 264 | 0.7738 | 0.5139 | 0.7738 | 0.8796 |
184
+ | No log | 12.0909 | 266 | 0.7878 | 0.4772 | 0.7878 | 0.8876 |
185
+ | No log | 12.1818 | 268 | 0.8291 | 0.3879 | 0.8291 | 0.9106 |
186
+ | No log | 12.2727 | 270 | 0.8037 | 0.4141 | 0.8037 | 0.8965 |
187
+ | No log | 12.3636 | 272 | 0.7828 | 0.4271 | 0.7828 | 0.8847 |
188
+ | No log | 12.4545 | 274 | 0.7794 | 0.4395 | 0.7794 | 0.8828 |
189
+ | No log | 12.5455 | 276 | 0.7781 | 0.4395 | 0.7781 | 0.8821 |
190
+ | No log | 12.6364 | 278 | 0.7877 | 0.4630 | 0.7877 | 0.8875 |
191
+ | No log | 12.7273 | 280 | 0.8353 | 0.4709 | 0.8353 | 0.9140 |
192
+ | No log | 12.8182 | 282 | 0.8785 | 0.4910 | 0.8785 | 0.9373 |
193
+ | No log | 12.9091 | 284 | 0.8248 | 0.4616 | 0.8248 | 0.9082 |
194
+ | No log | 13.0 | 286 | 0.7844 | 0.4873 | 0.7844 | 0.8857 |
195
+ | No log | 13.0909 | 288 | 0.7756 | 0.5747 | 0.7756 | 0.8807 |
196
+ | No log | 13.1818 | 290 | 0.7695 | 0.5902 | 0.7695 | 0.8772 |
197
+ | No log | 13.2727 | 292 | 0.7731 | 0.5563 | 0.7731 | 0.8792 |
198
+ | No log | 13.3636 | 294 | 0.7848 | 0.5112 | 0.7848 | 0.8859 |
199
+ | No log | 13.4545 | 296 | 0.8334 | 0.5064 | 0.8334 | 0.9129 |
200
+ | No log | 13.5455 | 298 | 0.9080 | 0.4579 | 0.9080 | 0.9529 |
201
+ | No log | 13.6364 | 300 | 0.9762 | 0.4119 | 0.9762 | 0.9880 |
202
+ | No log | 13.7273 | 302 | 0.8986 | 0.4570 | 0.8986 | 0.9480 |
203
+ | No log | 13.8182 | 304 | 0.8103 | 0.4839 | 0.8103 | 0.9002 |
204
+ | No log | 13.9091 | 306 | 0.7499 | 0.5678 | 0.7499 | 0.8660 |
205
+ | No log | 14.0 | 308 | 0.7214 | 0.5712 | 0.7214 | 0.8494 |
206
+ | No log | 14.0909 | 310 | 0.7356 | 0.5300 | 0.7356 | 0.8577 |
207
+ | No log | 14.1818 | 312 | 0.7404 | 0.5300 | 0.7404 | 0.8604 |
208
+ | No log | 14.2727 | 314 | 0.7343 | 0.5618 | 0.7343 | 0.8569 |
209
+ | No log | 14.3636 | 316 | 0.7480 | 0.6198 | 0.7480 | 0.8649 |
210
+ | No log | 14.4545 | 318 | 0.8325 | 0.5934 | 0.8325 | 0.9124 |
211
+ | No log | 14.5455 | 320 | 0.8668 | 0.5255 | 0.8668 | 0.9310 |
212
+ | No log | 14.6364 | 322 | 0.8654 | 0.5455 | 0.8654 | 0.9302 |
213
+ | No log | 14.7273 | 324 | 0.8353 | 0.5934 | 0.8353 | 0.9140 |
214
+ | No log | 14.8182 | 326 | 0.7747 | 0.5983 | 0.7747 | 0.8802 |
215
+ | No log | 14.9091 | 328 | 0.7319 | 0.6113 | 0.7319 | 0.8555 |
216
+ | No log | 15.0 | 330 | 0.7275 | 0.6035 | 0.7275 | 0.8529 |
217
+ | No log | 15.0909 | 332 | 0.7325 | 0.5917 | 0.7325 | 0.8559 |
218
+ | No log | 15.1818 | 334 | 0.7476 | 0.5969 | 0.7476 | 0.8646 |
219
+ | No log | 15.2727 | 336 | 0.7537 | 0.5842 | 0.7537 | 0.8682 |
220
+ | No log | 15.3636 | 338 | 0.7442 | 0.5842 | 0.7442 | 0.8626 |
221
+ | No log | 15.4545 | 340 | 0.7314 | 0.5475 | 0.7314 | 0.8552 |
222
+ | No log | 15.5455 | 342 | 0.7556 | 0.5622 | 0.7556 | 0.8693 |
223
+ | No log | 15.6364 | 344 | 0.7517 | 0.5610 | 0.7517 | 0.8670 |
224
+ | No log | 15.7273 | 346 | 0.7576 | 0.5459 | 0.7576 | 0.8704 |
225
+ | No log | 15.8182 | 348 | 0.8375 | 0.5315 | 0.8375 | 0.9152 |
226
+ | No log | 15.9091 | 350 | 0.8979 | 0.5393 | 0.8979 | 0.9476 |
227
+ | No log | 16.0 | 352 | 0.9846 | 0.4694 | 0.9846 | 0.9923 |
228
+ | No log | 16.0909 | 354 | 1.0120 | 0.4587 | 1.0120 | 1.0060 |
229
+ | No log | 16.1818 | 356 | 0.9503 | 0.4146 | 0.9503 | 0.9748 |
230
+ | No log | 16.2727 | 358 | 0.9107 | 0.3844 | 0.9107 | 0.9543 |
231
+ | No log | 16.3636 | 360 | 0.9115 | 0.3844 | 0.9115 | 0.9547 |
232
+ | No log | 16.4545 | 362 | 0.8580 | 0.4712 | 0.8580 | 0.9263 |
233
+ | No log | 16.5455 | 364 | 0.7647 | 0.5010 | 0.7647 | 0.8745 |
234
+ | No log | 16.6364 | 366 | 0.7422 | 0.5713 | 0.7422 | 0.8615 |
235
+ | No log | 16.7273 | 368 | 0.7399 | 0.5819 | 0.7399 | 0.8602 |
236
+ | No log | 16.8182 | 370 | 0.7568 | 0.5496 | 0.7568 | 0.8699 |
237
+ | No log | 16.9091 | 372 | 0.7439 | 0.5805 | 0.7439 | 0.8625 |
238
+ | No log | 17.0 | 374 | 0.7183 | 0.5919 | 0.7183 | 0.8475 |
239
+ | No log | 17.0909 | 376 | 0.6987 | 0.5923 | 0.6987 | 0.8359 |
240
+ | No log | 17.1818 | 378 | 0.7020 | 0.5632 | 0.7020 | 0.8379 |
241
+ | No log | 17.2727 | 380 | 0.7900 | 0.5777 | 0.7900 | 0.8888 |
242
+ | No log | 17.3636 | 382 | 0.8839 | 0.5194 | 0.8839 | 0.9402 |
243
+ | No log | 17.4545 | 384 | 0.8544 | 0.4720 | 0.8544 | 0.9244 |
244
+ | No log | 17.5455 | 386 | 0.8197 | 0.5383 | 0.8197 | 0.9053 |
245
+ | No log | 17.6364 | 388 | 0.8318 | 0.5173 | 0.8318 | 0.9120 |
246
+ | No log | 17.7273 | 390 | 0.8465 | 0.5153 | 0.8465 | 0.9200 |
247
+ | No log | 17.8182 | 392 | 0.8584 | 0.5135 | 0.8584 | 0.9265 |
248
+ | No log | 17.9091 | 394 | 0.7937 | 0.5898 | 0.7937 | 0.8909 |
249
+ | No log | 18.0 | 396 | 0.7066 | 0.5434 | 0.7066 | 0.8406 |
250
+ | No log | 18.0909 | 398 | 0.6906 | 0.5843 | 0.6906 | 0.8310 |
251
+ | No log | 18.1818 | 400 | 0.7462 | 0.5219 | 0.7462 | 0.8638 |
252
+ | No log | 18.2727 | 402 | 0.7584 | 0.4884 | 0.7584 | 0.8708 |
253
+ | No log | 18.3636 | 404 | 0.7207 | 0.4970 | 0.7207 | 0.8489 |
254
+ | No log | 18.4545 | 406 | 0.6971 | 0.5622 | 0.6971 | 0.8349 |
255
+ | No log | 18.5455 | 408 | 0.6994 | 0.5622 | 0.6994 | 0.8363 |
256
+ | No log | 18.6364 | 410 | 0.6947 | 0.5795 | 0.6947 | 0.8335 |
257
+ | No log | 18.7273 | 412 | 0.6986 | 0.6341 | 0.6986 | 0.8358 |
258
+ | No log | 18.8182 | 414 | 0.7045 | 0.6157 | 0.7045 | 0.8393 |
259
+ | No log | 18.9091 | 416 | 0.7120 | 0.5573 | 0.7120 | 0.8438 |
260
+ | No log | 19.0 | 418 | 0.7036 | 0.6085 | 0.7036 | 0.8388 |
261
+ | No log | 19.0909 | 420 | 0.7639 | 0.5645 | 0.7639 | 0.8740 |
262
+ | No log | 19.1818 | 422 | 0.8753 | 0.4681 | 0.8753 | 0.9356 |
263
+ | No log | 19.2727 | 424 | 1.0060 | 0.4202 | 1.0060 | 1.0030 |
264
+ | No log | 19.3636 | 426 | 1.1376 | 0.3286 | 1.1376 | 1.0666 |
265
+ | No log | 19.4545 | 428 | 1.1444 | 0.2113 | 1.1444 | 1.0698 |
266
+ | No log | 19.5455 | 430 | 1.1229 | 0.1461 | 1.1229 | 1.0597 |
267
+ | No log | 19.6364 | 432 | 1.1225 | 0.1461 | 1.1225 | 1.0595 |
268
+ | No log | 19.7273 | 434 | 1.0495 | 0.2748 | 1.0495 | 1.0244 |
269
+ | No log | 19.8182 | 436 | 1.0410 | 0.3565 | 1.0410 | 1.0203 |
270
+ | No log | 19.9091 | 438 | 1.0669 | 0.3182 | 1.0669 | 1.0329 |
271
+ | No log | 20.0 | 440 | 1.0105 | 0.3679 | 1.0105 | 1.0052 |
272
+ | No log | 20.0909 | 442 | 0.9217 | 0.3351 | 0.9217 | 0.9601 |
273
+ | No log | 20.1818 | 444 | 0.8627 | 0.4406 | 0.8627 | 0.9288 |
274
+ | No log | 20.2727 | 446 | 0.8106 | 0.5852 | 0.8106 | 0.9003 |
275
+ | No log | 20.3636 | 448 | 0.7460 | 0.6485 | 0.7460 | 0.8637 |
276
+ | No log | 20.4545 | 450 | 0.7406 | 0.5388 | 0.7406 | 0.8606 |
277
+ | No log | 20.5455 | 452 | 0.8013 | 0.4911 | 0.8013 | 0.8952 |
278
+ | No log | 20.6364 | 454 | 0.7610 | 0.4880 | 0.7610 | 0.8723 |
279
+ | No log | 20.7273 | 456 | 0.7407 | 0.5483 | 0.7407 | 0.8607 |
280
+ | No log | 20.8182 | 458 | 0.7649 | 0.5329 | 0.7649 | 0.8746 |
281
+ | No log | 20.9091 | 460 | 0.7907 | 0.5212 | 0.7907 | 0.8892 |
282
+ | No log | 21.0 | 462 | 0.8074 | 0.4853 | 0.8074 | 0.8985 |
283
+ | No log | 21.0909 | 464 | 0.8390 | 0.5766 | 0.8390 | 0.9160 |
284
+ | No log | 21.1818 | 466 | 0.8338 | 0.5577 | 0.8338 | 0.9132 |
285
+ | No log | 21.2727 | 468 | 0.7840 | 0.5657 | 0.7840 | 0.8855 |
286
+ | No log | 21.3636 | 470 | 0.7630 | 0.5016 | 0.7630 | 0.8735 |
287
+ | No log | 21.4545 | 472 | 0.7621 | 0.5370 | 0.7621 | 0.8730 |
288
+ | No log | 21.5455 | 474 | 0.7603 | 0.5370 | 0.7603 | 0.8719 |
289
+ | No log | 21.6364 | 476 | 0.7626 | 0.5236 | 0.7626 | 0.8732 |
290
+ | No log | 21.7273 | 478 | 0.7615 | 0.5570 | 0.7615 | 0.8727 |
291
+ | No log | 21.8182 | 480 | 0.7558 | 0.5149 | 0.7558 | 0.8694 |
292
+ | No log | 21.9091 | 482 | 0.7901 | 0.3873 | 0.7901 | 0.8889 |
293
+ | No log | 22.0 | 484 | 0.8295 | 0.3533 | 0.8295 | 0.9108 |
294
+ | No log | 22.0909 | 486 | 0.8075 | 0.3891 | 0.8075 | 0.8986 |
295
+ | No log | 22.1818 | 488 | 0.7514 | 0.4691 | 0.7514 | 0.8668 |
296
+ | No log | 22.2727 | 490 | 0.7614 | 0.5917 | 0.7614 | 0.8726 |
297
+ | No log | 22.3636 | 492 | 0.7805 | 0.5666 | 0.7805 | 0.8835 |
298
+ | No log | 22.4545 | 494 | 0.7833 | 0.5345 | 0.7833 | 0.8850 |
299
+ | No log | 22.5455 | 496 | 0.8033 | 0.5546 | 0.8033 | 0.8963 |
300
+ | No log | 22.6364 | 498 | 0.8234 | 0.5577 | 0.8234 | 0.9074 |
301
+ | 0.3291 | 22.7273 | 500 | 0.8404 | 0.5560 | 0.8404 | 0.9168 |
302
+ | 0.3291 | 22.8182 | 502 | 0.7928 | 0.5923 | 0.7928 | 0.8904 |
303
+ | 0.3291 | 22.9091 | 504 | 0.7440 | 0.5700 | 0.7440 | 0.8625 |
304
+ | 0.3291 | 23.0 | 506 | 0.7374 | 0.5163 | 0.7374 | 0.8587 |
305
+ | 0.3291 | 23.0909 | 508 | 0.7306 | 0.5038 | 0.7306 | 0.8548 |
306
+ | 0.3291 | 23.1818 | 510 | 0.7222 | 0.5261 | 0.7222 | 0.8498 |
307
+ | 0.3291 | 23.2727 | 512 | 0.7219 | 0.5261 | 0.7219 | 0.8496 |
308
+ | 0.3291 | 23.3636 | 514 | 0.7210 | 0.5261 | 0.7210 | 0.8491 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
309
 
310
 
311
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