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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k18_task2_organization

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Training in progress, step 500

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  1. README.md +272 -542
  2. model.safetensors +1 -1
  3. training_args.bin +2 -2
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k18_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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k18_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: 1.0923
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- - Qwk: 0.1841
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- - Mse: 1.0923
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- - Rmse: 1.0451
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  ## Model description
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@@ -47,542 +47,272 @@ 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 | 0.0294 | 2 | 4.7163 | 0.0010 | 4.7163 | 2.1717 |
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- | No log | 0.0588 | 4 | 2.6999 | 0.0104 | 2.6999 | 1.6431 |
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- | No log | 0.0882 | 6 | 1.6749 | 0.0062 | 1.6749 | 1.2942 |
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- | No log | 0.1176 | 8 | 1.5365 | -0.0594 | 1.5365 | 1.2396 |
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- | No log | 0.1471 | 10 | 1.9051 | -0.1395 | 1.9051 | 1.3803 |
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- | No log | 0.1765 | 12 | 2.1655 | -0.0143 | 2.1655 | 1.4716 |
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- | No log | 0.2059 | 14 | 2.0715 | 0.0 | 2.0715 | 1.4393 |
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- | No log | 0.2353 | 16 | 1.5861 | -0.0436 | 1.5861 | 1.2594 |
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- | No log | 0.2647 | 18 | 1.4190 | 0.0865 | 1.4190 | 1.1912 |
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- | No log | 0.2941 | 20 | 1.4502 | 0.1165 | 1.4502 | 1.2043 |
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- | No log | 0.3235 | 22 | 1.5589 | -0.0451 | 1.5589 | 1.2486 |
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- | No log | 0.3529 | 24 | 1.4950 | 0.0575 | 1.4950 | 1.2227 |
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- | No log | 0.3824 | 26 | 1.3237 | 0.0865 | 1.3237 | 1.1505 |
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- | No log | 0.4118 | 28 | 1.2755 | 0.1288 | 1.2755 | 1.1294 |
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- | No log | 0.4412 | 30 | 1.2546 | 0.2342 | 1.2546 | 1.1201 |
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- | No log | 0.4706 | 32 | 1.4043 | 0.1404 | 1.4043 | 1.1850 |
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- | No log | 0.5 | 34 | 1.5399 | 0.1673 | 1.5399 | 1.2409 |
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- | No log | 0.5294 | 36 | 1.8390 | 0.1984 | 1.8390 | 1.3561 |
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- | No log | 0.5588 | 38 | 1.7402 | 0.2182 | 1.7402 | 1.3191 |
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- | No log | 0.5882 | 40 | 1.8251 | 0.1984 | 1.8251 | 1.3510 |
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- | No log | 0.6176 | 42 | 1.5216 | 0.1597 | 1.5216 | 1.2335 |
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- | No log | 0.6471 | 44 | 1.3490 | 0.2058 | 1.3490 | 1.1615 |
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- | No log | 0.6765 | 46 | 1.3675 | 0.1772 | 1.3675 | 1.1694 |
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- | No log | 0.7059 | 48 | 1.3470 | 0.1438 | 1.3470 | 1.1606 |
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- | No log | 0.7353 | 50 | 1.3271 | 0.1438 | 1.3271 | 1.1520 |
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- | No log | 0.7647 | 52 | 1.3358 | 0.1587 | 1.3358 | 1.1558 |
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- | No log | 0.7941 | 54 | 1.2372 | 0.2395 | 1.2372 | 1.1123 |
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- | No log | 0.8235 | 56 | 1.2460 | 0.2054 | 1.2460 | 1.1163 |
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- | No log | 0.8529 | 58 | 1.3642 | 0.1694 | 1.3642 | 1.1680 |
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- | No log | 0.8824 | 60 | 1.3357 | 0.2382 | 1.3357 | 1.1557 |
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- | No log | 0.9118 | 62 | 1.3962 | 0.1851 | 1.3962 | 1.1816 |
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- | No log | 0.9412 | 64 | 1.4696 | 0.1779 | 1.4696 | 1.2123 |
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- | No log | 0.9706 | 66 | 1.3111 | 0.2718 | 1.3111 | 1.1450 |
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- | No log | 1.0 | 68 | 1.2704 | 0.2094 | 1.2704 | 1.1271 |
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- | No log | 1.0294 | 70 | 1.1629 | 0.2223 | 1.1629 | 1.0784 |
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- | No log | 1.0588 | 72 | 1.2498 | 0.2181 | 1.2498 | 1.1179 |
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- | No log | 1.0882 | 74 | 1.6320 | 0.0591 | 1.6320 | 1.2775 |
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- | No log | 1.1176 | 76 | 1.6009 | 0.0591 | 1.6009 | 1.2653 |
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- | No log | 1.1471 | 78 | 1.4927 | 0.0833 | 1.4927 | 1.2218 |
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- | No log | 1.1765 | 80 | 1.1637 | 0.1852 | 1.1637 | 1.0788 |
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- | No log | 1.2059 | 82 | 1.1228 | 0.2097 | 1.1228 | 1.0596 |
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- | No log | 1.2353 | 84 | 1.1119 | 0.2257 | 1.1119 | 1.0545 |
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- | No log | 1.2647 | 86 | 1.2339 | 0.2577 | 1.2339 | 1.1108 |
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- | No log | 1.2941 | 88 | 1.4942 | 0.1488 | 1.4942 | 1.2224 |
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- | No log | 1.3235 | 90 | 1.4655 | 0.2236 | 1.4655 | 1.2106 |
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- | No log | 1.3529 | 92 | 1.3374 | 0.2574 | 1.3374 | 1.1565 |
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- | No log | 1.3824 | 94 | 1.4019 | 0.2489 | 1.4019 | 1.1840 |
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- | No log | 1.4118 | 96 | 1.5887 | 0.1438 | 1.5887 | 1.2604 |
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- | No log | 1.4412 | 98 | 1.5055 | 0.1514 | 1.5055 | 1.2270 |
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- | No log | 1.4706 | 100 | 1.4527 | 0.1404 | 1.4527 | 1.2053 |
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- | No log | 1.5 | 102 | 1.5127 | 0.0818 | 1.5127 | 1.2299 |
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- | No log | 1.5294 | 104 | 1.3743 | 0.1110 | 1.3743 | 1.1723 |
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- | No log | 1.5588 | 106 | 1.2841 | 0.2768 | 1.2841 | 1.1332 |
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- | No log | 1.5882 | 108 | 1.2510 | 0.2040 | 1.2510 | 1.1185 |
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- | No log | 1.6176 | 110 | 1.3360 | 0.2890 | 1.3360 | 1.1559 |
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- | No log | 1.6471 | 112 | 1.3131 | 0.2516 | 1.3131 | 1.1459 |
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- | No log | 1.6765 | 114 | 1.2767 | 0.2654 | 1.2767 | 1.1299 |
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- | No log | 1.7059 | 116 | 1.2564 | 0.2060 | 1.2564 | 1.1209 |
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- | No log | 1.7353 | 118 | 1.2815 | 0.2240 | 1.2815 | 1.1320 |
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- | No log | 1.7647 | 120 | 1.3309 | 0.2754 | 1.3309 | 1.1537 |
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- | No log | 1.7941 | 122 | 1.3422 | 0.2754 | 1.3422 | 1.1585 |
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- | No log | 1.8235 | 124 | 1.6360 | 0.1426 | 1.6360 | 1.2791 |
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- | No log | 1.8529 | 126 | 1.7066 | 0.1905 | 1.7066 | 1.3064 |
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- | No log | 1.8824 | 128 | 1.4137 | 0.1210 | 1.4137 | 1.1890 |
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- | No log | 1.9118 | 130 | 1.2388 | 0.1883 | 1.2388 | 1.1130 |
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- | No log | 1.9412 | 132 | 1.2246 | 0.0543 | 1.2246 | 1.1066 |
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- | No log | 1.9706 | 134 | 1.4593 | 0.1580 | 1.4593 | 1.2080 |
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- | No log | 2.0 | 136 | 1.5279 | 0.1254 | 1.5279 | 1.2361 |
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- | No log | 2.0294 | 138 | 1.3528 | 0.1943 | 1.3528 | 1.1631 |
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- | No log | 2.0588 | 140 | 1.2328 | 0.1663 | 1.2328 | 1.1103 |
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- | No log | 2.0882 | 142 | 1.2728 | 0.1239 | 1.2728 | 1.1282 |
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- | No log | 2.1176 | 144 | 1.4059 | 0.0354 | 1.4059 | 1.1857 |
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- | No log | 2.1471 | 146 | 1.3094 | 0.1678 | 1.3094 | 1.1443 |
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- | No log | 2.1765 | 148 | 1.2859 | 0.2672 | 1.2859 | 1.1340 |
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- | No log | 2.2059 | 150 | 1.3085 | 0.2251 | 1.3085 | 1.1439 |
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- | No log | 2.2353 | 152 | 1.3836 | 0.1153 | 1.3836 | 1.1763 |
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- | No log | 2.2647 | 154 | 1.3893 | 0.1867 | 1.3893 | 1.1787 |
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- | No log | 2.2941 | 156 | 1.2420 | 0.2828 | 1.2420 | 1.1144 |
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- | No log | 2.3235 | 158 | 1.3225 | 0.3074 | 1.3225 | 1.1500 |
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- | No log | 2.3529 | 160 | 1.6638 | 0.2512 | 1.6638 | 1.2899 |
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- | No log | 2.3824 | 162 | 1.4288 | 0.1774 | 1.4288 | 1.1953 |
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- | No log | 2.4118 | 164 | 1.1012 | 0.2418 | 1.1012 | 1.0494 |
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- | No log | 2.4412 | 166 | 1.2261 | 0.3552 | 1.2261 | 1.1073 |
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- | No log | 2.4706 | 168 | 1.2037 | 0.3552 | 1.2037 | 1.0971 |
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- | No log | 2.5 | 170 | 1.0600 | 0.3018 | 1.0600 | 1.0295 |
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- | No log | 2.5294 | 172 | 1.1738 | 0.2088 | 1.1738 | 1.0834 |
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- | No log | 2.5588 | 174 | 1.2704 | 0.2705 | 1.2704 | 1.1271 |
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- | No log | 2.5882 | 176 | 1.1845 | 0.1716 | 1.1845 | 1.0883 |
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- | No log | 2.6176 | 178 | 1.0605 | 0.3399 | 1.0605 | 1.0298 |
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- | No log | 2.6471 | 180 | 1.0843 | 0.3426 | 1.0843 | 1.0413 |
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- | No log | 2.6765 | 182 | 1.3422 | 0.3006 | 1.3422 | 1.1585 |
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- | No log | 2.7059 | 184 | 1.5706 | 0.3017 | 1.5706 | 1.2533 |
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- | No log | 2.7353 | 186 | 1.5092 | 0.3122 | 1.5092 | 1.2285 |
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- | No log | 2.7647 | 188 | 1.2804 | 0.3661 | 1.2804 | 1.1316 |
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- | No log | 2.7941 | 190 | 1.1912 | 0.2947 | 1.1912 | 1.0914 |
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- | No log | 2.8235 | 192 | 1.1027 | 0.2731 | 1.1027 | 1.0501 |
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- | No log | 2.8529 | 194 | 1.0956 | 0.2377 | 1.0956 | 1.0467 |
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- | No log | 2.8824 | 196 | 1.0811 | 0.2793 | 1.0811 | 1.0398 |
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- | No log | 2.9118 | 198 | 1.1564 | 0.2220 | 1.1564 | 1.0754 |
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- | No log | 2.9412 | 200 | 1.3797 | 0.2983 | 1.3797 | 1.1746 |
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- | No log | 2.9706 | 202 | 1.2896 | 0.2924 | 1.2896 | 1.1356 |
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- | No log | 3.0 | 204 | 1.1530 | 0.3443 | 1.1530 | 1.0738 |
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- | No log | 3.0294 | 206 | 1.1517 | 0.3837 | 1.1517 | 1.0732 |
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- | No log | 3.0588 | 208 | 1.1877 | 0.2891 | 1.1877 | 1.0898 |
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- | No log | 3.0882 | 210 | 1.2988 | 0.3047 | 1.2988 | 1.1396 |
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- | No log | 3.1176 | 212 | 1.6066 | 0.3206 | 1.6066 | 1.2675 |
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- | No log | 3.1471 | 214 | 1.4907 | 0.3748 | 1.4907 | 1.2209 |
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- | No log | 3.1765 | 216 | 1.1428 | 0.2519 | 1.1428 | 1.0690 |
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- | No log | 3.2059 | 218 | 1.0415 | 0.3612 | 1.0415 | 1.0205 |
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- | No log | 3.2353 | 220 | 1.0357 | 0.3612 | 1.0357 | 1.0177 |
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- | No log | 3.2647 | 222 | 1.0549 | 0.3181 | 1.0549 | 1.0271 |
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- | No log | 3.2941 | 224 | 1.2444 | 0.3723 | 1.2444 | 1.1155 |
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- | No log | 3.3235 | 226 | 1.2690 | 0.3723 | 1.2690 | 1.1265 |
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- | No log | 3.3529 | 228 | 1.1372 | 0.3031 | 1.1372 | 1.0664 |
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- | No log | 3.3824 | 230 | 1.1952 | 0.3273 | 1.1952 | 1.0933 |
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- | No log | 3.4118 | 232 | 1.2778 | 0.3007 | 1.2778 | 1.1304 |
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- | No log | 3.4412 | 234 | 1.3145 | 0.3523 | 1.3145 | 1.1465 |
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- | No log | 3.4706 | 236 | 1.1213 | 0.2949 | 1.1213 | 1.0589 |
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- | No log | 3.5 | 238 | 1.0774 | 0.2644 | 1.0774 | 1.0380 |
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- | No log | 3.5294 | 240 | 1.0867 | 0.2993 | 1.0867 | 1.0424 |
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- | No log | 3.5588 | 242 | 1.2427 | 0.3395 | 1.2427 | 1.1148 |
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- | No log | 3.5882 | 244 | 1.4861 | 0.3205 | 1.4861 | 1.2191 |
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- | No log | 3.6176 | 246 | 1.4558 | 0.3148 | 1.4558 | 1.2066 |
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- | No log | 3.6471 | 248 | 1.3214 | 0.2763 | 1.3214 | 1.1495 |
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- | No log | 3.6765 | 250 | 1.1657 | 0.2403 | 1.1657 | 1.0797 |
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- | No log | 3.7059 | 252 | 1.1241 | 0.2177 | 1.1241 | 1.0602 |
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- | No log | 3.7353 | 254 | 1.1425 | 0.2660 | 1.1425 | 1.0689 |
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- | No log | 3.7647 | 256 | 1.2550 | 0.2027 | 1.2550 | 1.1203 |
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- | No log | 3.7941 | 258 | 1.2634 | 0.2027 | 1.2634 | 1.1240 |
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- | No log | 3.8235 | 260 | 1.1615 | 0.3232 | 1.1615 | 1.0777 |
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- | No log | 3.8529 | 262 | 1.1498 | 0.3643 | 1.1498 | 1.0723 |
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- | No log | 3.8824 | 264 | 1.1247 | 0.2888 | 1.1247 | 1.0605 |
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- | No log | 3.9118 | 266 | 1.1027 | 0.2644 | 1.1027 | 1.0501 |
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- | No log | 3.9412 | 268 | 1.1406 | 0.3076 | 1.1406 | 1.0680 |
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- | No log | 3.9706 | 270 | 1.2660 | 0.2900 | 1.2660 | 1.1252 |
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- | No log | 4.0 | 272 | 1.1959 | 0.2814 | 1.1959 | 1.0936 |
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- | No log | 4.0294 | 274 | 1.1516 | 0.2682 | 1.1516 | 1.0731 |
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- | No log | 4.0588 | 276 | 1.1141 | 0.2902 | 1.1141 | 1.0555 |
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- | No log | 4.0882 | 278 | 1.1123 | 0.2592 | 1.1123 | 1.0546 |
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- | No log | 4.1176 | 280 | 1.0920 | 0.2694 | 1.0920 | 1.0450 |
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- | No log | 4.1471 | 282 | 1.0983 | 0.2712 | 1.0983 | 1.0480 |
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- | No log | 4.1765 | 284 | 1.1178 | 0.3453 | 1.1178 | 1.0573 |
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- | No log | 4.2059 | 286 | 1.1042 | 0.3280 | 1.1042 | 1.0508 |
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- | No log | 4.2353 | 288 | 1.0960 | 0.3993 | 1.0960 | 1.0469 |
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- | No log | 4.2647 | 290 | 1.0651 | 0.4176 | 1.0651 | 1.0320 |
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- | No log | 4.2941 | 292 | 1.0246 | 0.2691 | 1.0246 | 1.0122 |
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- | No log | 4.3235 | 294 | 1.0426 | 0.2657 | 1.0426 | 1.0211 |
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- | No log | 4.3529 | 296 | 1.0537 | 0.4007 | 1.0537 | 1.0265 |
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- | No log | 4.3824 | 298 | 1.0671 | 0.3922 | 1.0671 | 1.0330 |
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- | No log | 4.4118 | 300 | 1.0565 | 0.3017 | 1.0565 | 1.0279 |
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- | No log | 4.4412 | 302 | 1.0528 | 0.2888 | 1.0528 | 1.0260 |
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- | No log | 4.4706 | 304 | 1.0605 | 0.3606 | 1.0605 | 1.0298 |
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- | No log | 4.5 | 306 | 1.0497 | 0.3469 | 1.0497 | 1.0245 |
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- | No log | 4.5294 | 308 | 1.0275 | 0.2995 | 1.0275 | 1.0136 |
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- | No log | 4.5588 | 310 | 1.0242 | 0.2898 | 1.0242 | 1.0120 |
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- | No log | 4.5882 | 312 | 1.0236 | 0.3185 | 1.0236 | 1.0117 |
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- | No log | 4.6176 | 314 | 1.0505 | 0.2997 | 1.0505 | 1.0249 |
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- | No log | 4.6471 | 316 | 1.0363 | 0.3042 | 1.0363 | 1.0180 |
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- | No log | 4.6765 | 318 | 1.0533 | 0.3363 | 1.0533 | 1.0263 |
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- | No log | 4.7059 | 320 | 1.1081 | 0.3305 | 1.1081 | 1.0527 |
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- | No log | 4.7353 | 322 | 1.1063 | 0.3859 | 1.1063 | 1.0518 |
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- | No log | 4.7647 | 324 | 1.1099 | 0.3859 | 1.1099 | 1.0535 |
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- | No log | 4.7941 | 326 | 1.0623 | 0.2767 | 1.0623 | 1.0307 |
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- | No log | 4.8235 | 328 | 1.0644 | 0.3040 | 1.0644 | 1.0317 |
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- | No log | 4.8529 | 330 | 1.0664 | 0.2677 | 1.0664 | 1.0327 |
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- | No log | 4.8824 | 332 | 1.2294 | 0.3008 | 1.2294 | 1.1088 |
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- | No log | 4.9118 | 334 | 1.4069 | 0.2268 | 1.4069 | 1.1861 |
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- | No log | 4.9412 | 336 | 1.3045 | 0.2056 | 1.3045 | 1.1422 |
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- | No log | 4.9706 | 338 | 1.0856 | 0.3304 | 1.0856 | 1.0419 |
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- | No log | 5.0 | 340 | 1.0544 | 0.2857 | 1.0544 | 1.0268 |
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- | No log | 5.0294 | 342 | 1.0659 | 0.2757 | 1.0659 | 1.0324 |
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- | No log | 5.0588 | 344 | 1.0937 | 0.3013 | 1.0937 | 1.0458 |
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- | No log | 5.0882 | 346 | 1.1429 | 0.2986 | 1.1429 | 1.0691 |
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- | No log | 5.1176 | 348 | 1.0995 | 0.3329 | 1.0995 | 1.0486 |
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- | No log | 5.1471 | 350 | 1.0665 | 0.3953 | 1.0665 | 1.0327 |
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- | No log | 5.1765 | 352 | 1.0873 | 0.3563 | 1.0873 | 1.0427 |
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- | No log | 5.2059 | 354 | 1.1146 | 0.3143 | 1.1146 | 1.0558 |
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- | No log | 5.2353 | 356 | 1.1227 | 0.3143 | 1.1227 | 1.0596 |
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- | No log | 5.2647 | 358 | 1.0894 | 0.3649 | 1.0894 | 1.0438 |
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- | No log | 5.2941 | 360 | 1.1138 | 0.2056 | 1.1138 | 1.0554 |
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- | No log | 5.3235 | 362 | 1.1605 | 0.2776 | 1.1605 | 1.0773 |
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- | No log | 5.3529 | 364 | 1.2467 | 0.2140 | 1.2467 | 1.1165 |
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- | No log | 5.3824 | 366 | 1.2738 | 0.1868 | 1.2738 | 1.1286 |
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- | No log | 5.4118 | 368 | 1.3728 | 0.1743 | 1.3728 | 1.1717 |
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- | No log | 5.4412 | 370 | 1.4936 | 0.1118 | 1.4936 | 1.2221 |
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- | No log | 5.4706 | 372 | 1.3753 | 0.2002 | 1.3753 | 1.1727 |
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- | No log | 5.5 | 374 | 1.2597 | 0.1609 | 1.2597 | 1.1224 |
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- | No log | 5.5294 | 376 | 1.1587 | 0.2508 | 1.1587 | 1.0764 |
240
- | No log | 5.5588 | 378 | 1.1427 | 0.2857 | 1.1427 | 1.0690 |
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- | No log | 5.5882 | 380 | 1.1735 | 0.2012 | 1.1735 | 1.0833 |
242
- | No log | 5.6176 | 382 | 1.3474 | 0.1958 | 1.3474 | 1.1608 |
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- | No log | 5.6471 | 384 | 1.5441 | 0.2033 | 1.5441 | 1.2426 |
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- | No log | 5.6765 | 386 | 1.4188 | 0.2240 | 1.4188 | 1.1911 |
245
- | No log | 5.7059 | 388 | 1.2282 | 0.2220 | 1.2282 | 1.1083 |
246
- | No log | 5.7353 | 390 | 1.1291 | 0.1811 | 1.1291 | 1.0626 |
247
- | No log | 5.7647 | 392 | 1.1319 | 0.3275 | 1.1319 | 1.0639 |
248
- | No log | 5.7941 | 394 | 1.1249 | 0.2280 | 1.1249 | 1.0606 |
249
- | No log | 5.8235 | 396 | 1.1514 | 0.2105 | 1.1514 | 1.0730 |
250
- | No log | 5.8529 | 398 | 1.2109 | 0.2328 | 1.2109 | 1.1004 |
251
- | No log | 5.8824 | 400 | 1.1622 | 0.2417 | 1.1622 | 1.0781 |
252
- | No log | 5.9118 | 402 | 1.1291 | 0.2057 | 1.1291 | 1.0626 |
253
- | No log | 5.9412 | 404 | 1.1661 | 0.2417 | 1.1661 | 1.0799 |
254
- | No log | 5.9706 | 406 | 1.2251 | 0.2233 | 1.2251 | 1.1068 |
255
- | No log | 6.0 | 408 | 1.3450 | 0.1877 | 1.3450 | 1.1597 |
256
- | No log | 6.0294 | 410 | 1.3193 | 0.2280 | 1.3193 | 1.1486 |
257
- | No log | 6.0588 | 412 | 1.1991 | 0.2748 | 1.1991 | 1.0951 |
258
- | No log | 6.0882 | 414 | 1.1636 | 0.2892 | 1.1636 | 1.0787 |
259
- | No log | 6.1176 | 416 | 1.1076 | 0.2567 | 1.1076 | 1.0524 |
260
- | No log | 6.1471 | 418 | 1.0647 | 0.2349 | 1.0647 | 1.0318 |
261
- | No log | 6.1765 | 420 | 1.0463 | 0.3066 | 1.0463 | 1.0229 |
262
- | No log | 6.2059 | 422 | 1.0388 | 0.2550 | 1.0388 | 1.0192 |
263
- | No log | 6.2353 | 424 | 1.0576 | 0.2776 | 1.0576 | 1.0284 |
264
- | No log | 6.2647 | 426 | 1.0114 | 0.3159 | 1.0114 | 1.0057 |
265
- | No log | 6.2941 | 428 | 1.0054 | 0.3468 | 1.0054 | 1.0027 |
266
- | No log | 6.3235 | 430 | 1.0028 | 0.3839 | 1.0028 | 1.0014 |
267
- | No log | 6.3529 | 432 | 1.0122 | 0.3935 | 1.0122 | 1.0061 |
268
- | No log | 6.3824 | 434 | 1.1210 | 0.3480 | 1.1210 | 1.0588 |
269
- | No log | 6.4118 | 436 | 1.1443 | 0.2984 | 1.1443 | 1.0697 |
270
- | No log | 6.4412 | 438 | 1.0704 | 0.2410 | 1.0704 | 1.0346 |
271
- | No log | 6.4706 | 440 | 1.0210 | 0.3066 | 1.0210 | 1.0104 |
272
- | No log | 6.5 | 442 | 1.0314 | 0.3066 | 1.0314 | 1.0156 |
273
- | No log | 6.5294 | 444 | 1.0438 | 0.2793 | 1.0438 | 1.0217 |
274
- | No log | 6.5588 | 446 | 1.0587 | 0.2596 | 1.0587 | 1.0289 |
275
- | No log | 6.5882 | 448 | 1.1006 | 0.1975 | 1.1006 | 1.0491 |
276
- | No log | 6.6176 | 450 | 1.0929 | 0.1824 | 1.0929 | 1.0454 |
277
- | No log | 6.6471 | 452 | 1.0612 | 0.2784 | 1.0612 | 1.0302 |
278
- | No log | 6.6765 | 454 | 1.1147 | 0.2637 | 1.1147 | 1.0558 |
279
- | No log | 6.7059 | 456 | 1.1189 | 0.2773 | 1.1189 | 1.0578 |
280
- | No log | 6.7353 | 458 | 1.0900 | 0.3561 | 1.0900 | 1.0440 |
281
- | No log | 6.7647 | 460 | 1.1067 | 0.2103 | 1.1067 | 1.0520 |
282
- | No log | 6.7941 | 462 | 1.1696 | 0.1691 | 1.1696 | 1.0815 |
283
- | No log | 6.8235 | 464 | 1.1723 | 0.1691 | 1.1723 | 1.0827 |
284
- | No log | 6.8529 | 466 | 1.1228 | 0.2016 | 1.1228 | 1.0596 |
285
- | No log | 6.8824 | 468 | 1.1184 | 0.1719 | 1.1184 | 1.0575 |
286
- | No log | 6.9118 | 470 | 1.1164 | 0.1719 | 1.1164 | 1.0566 |
287
- | No log | 6.9412 | 472 | 1.1356 | 0.1919 | 1.1356 | 1.0657 |
288
- | No log | 6.9706 | 474 | 1.2018 | 0.2380 | 1.2018 | 1.0963 |
289
- | No log | 7.0 | 476 | 1.1850 | 0.1990 | 1.1850 | 1.0886 |
290
- | No log | 7.0294 | 478 | 1.1170 | 0.2016 | 1.1170 | 1.0569 |
291
- | No log | 7.0588 | 480 | 1.1084 | 0.2509 | 1.1084 | 1.0528 |
292
- | No log | 7.0882 | 482 | 1.1132 | 0.2409 | 1.1132 | 1.0551 |
293
- | No log | 7.1176 | 484 | 1.1286 | 0.2126 | 1.1286 | 1.0624 |
294
- | No log | 7.1471 | 486 | 1.1736 | 0.2432 | 1.1736 | 1.0833 |
295
- | No log | 7.1765 | 488 | 1.1569 | 0.2432 | 1.1569 | 1.0756 |
296
- | No log | 7.2059 | 490 | 1.0919 | 0.2469 | 1.0919 | 1.0449 |
297
- | No log | 7.2353 | 492 | 1.0684 | 0.2283 | 1.0684 | 1.0336 |
298
- | No log | 7.2647 | 494 | 1.0945 | 0.2313 | 1.0945 | 1.0462 |
299
- | No log | 7.2941 | 496 | 1.0833 | 0.2995 | 1.0833 | 1.0408 |
300
- | No log | 7.3235 | 498 | 1.0704 | 0.1609 | 1.0704 | 1.0346 |
301
- | 0.3617 | 7.3529 | 500 | 1.1792 | 0.2337 | 1.1792 | 1.0859 |
302
- | 0.3617 | 7.3824 | 502 | 1.2631 | 0.2961 | 1.2631 | 1.1239 |
303
- | 0.3617 | 7.4118 | 504 | 1.2077 | 0.2961 | 1.2077 | 1.0990 |
304
- | 0.3617 | 7.4412 | 506 | 1.1204 | 0.1756 | 1.1204 | 1.0585 |
305
- | 0.3617 | 7.4706 | 508 | 1.1206 | 0.1898 | 1.1206 | 1.0586 |
306
- | 0.3617 | 7.5 | 510 | 1.1412 | 0.1898 | 1.1412 | 1.0683 |
307
- | 0.3617 | 7.5294 | 512 | 1.0761 | 0.1966 | 1.0761 | 1.0373 |
308
- | 0.3617 | 7.5588 | 514 | 1.0583 | 0.3377 | 1.0583 | 1.0287 |
309
- | 0.3617 | 7.5882 | 516 | 1.0614 | 0.3561 | 1.0614 | 1.0303 |
310
- | 0.3617 | 7.6176 | 518 | 1.0608 | 0.2424 | 1.0608 | 1.0300 |
311
- | 0.3617 | 7.6471 | 520 | 1.0856 | 0.2115 | 1.0856 | 1.0419 |
312
- | 0.3617 | 7.6765 | 522 | 1.0886 | 0.2126 | 1.0886 | 1.0433 |
313
- | 0.3617 | 7.7059 | 524 | 1.0749 | 0.2071 | 1.0749 | 1.0368 |
314
- | 0.3617 | 7.7353 | 526 | 1.0793 | 0.2126 | 1.0793 | 1.0389 |
315
- | 0.3617 | 7.7647 | 528 | 1.0500 | 0.2340 | 1.0500 | 1.0247 |
316
- | 0.3617 | 7.7941 | 530 | 1.0376 | 0.3176 | 1.0376 | 1.0186 |
317
- | 0.3617 | 7.8235 | 532 | 1.0406 | 0.3176 | 1.0406 | 1.0201 |
318
- | 0.3617 | 7.8529 | 534 | 1.0529 | 0.2604 | 1.0529 | 1.0261 |
319
- | 0.3617 | 7.8824 | 536 | 1.0887 | 0.2964 | 1.0887 | 1.0434 |
320
- | 0.3617 | 7.9118 | 538 | 1.1614 | 0.3030 | 1.1614 | 1.0777 |
321
- | 0.3617 | 7.9412 | 540 | 1.1267 | 0.3124 | 1.1267 | 1.0614 |
322
- | 0.3617 | 7.9706 | 542 | 1.0582 | 0.3381 | 1.0582 | 1.0287 |
323
- | 0.3617 | 8.0 | 544 | 1.0026 | 0.3037 | 1.0026 | 1.0013 |
324
- | 0.3617 | 8.0294 | 546 | 1.0175 | 0.3623 | 1.0175 | 1.0087 |
325
- | 0.3617 | 8.0588 | 548 | 1.0008 | 0.2948 | 1.0008 | 1.0004 |
326
- | 0.3617 | 8.0882 | 550 | 1.0525 | 0.4213 | 1.0525 | 1.0259 |
327
- | 0.3617 | 8.1176 | 552 | 1.1576 | 0.3168 | 1.1576 | 1.0759 |
328
- | 0.3617 | 8.1471 | 554 | 1.1383 | 0.3168 | 1.1383 | 1.0669 |
329
- | 0.3617 | 8.1765 | 556 | 1.0681 | 0.3560 | 1.0681 | 1.0335 |
330
- | 0.3617 | 8.2059 | 558 | 1.0091 | 0.3596 | 1.0091 | 1.0045 |
331
- | 0.3617 | 8.2353 | 560 | 1.0415 | 0.2953 | 1.0415 | 1.0205 |
332
- | 0.3617 | 8.2647 | 562 | 1.0963 | 0.3918 | 1.0963 | 1.0470 |
333
- | 0.3617 | 8.2941 | 564 | 1.0802 | 0.3134 | 1.0802 | 1.0393 |
334
- | 0.3617 | 8.3235 | 566 | 1.0276 | 0.3132 | 1.0276 | 1.0137 |
335
- | 0.3617 | 8.3529 | 568 | 1.0641 | 0.3036 | 1.0641 | 1.0316 |
336
- | 0.3617 | 8.3824 | 570 | 1.1620 | 0.2864 | 1.1620 | 1.0780 |
337
- | 0.3617 | 8.4118 | 572 | 1.1992 | 0.2439 | 1.1992 | 1.0951 |
338
- | 0.3617 | 8.4412 | 574 | 1.2000 | 0.2439 | 1.2000 | 1.0954 |
339
- | 0.3617 | 8.4706 | 576 | 1.1560 | 0.2816 | 1.1560 | 1.0752 |
340
- | 0.3617 | 8.5 | 578 | 1.0621 | 0.2682 | 1.0621 | 1.0306 |
341
- | 0.3617 | 8.5294 | 580 | 1.0327 | 0.3353 | 1.0327 | 1.0162 |
342
- | 0.3617 | 8.5588 | 582 | 1.0411 | 0.2993 | 1.0411 | 1.0203 |
343
- | 0.3617 | 8.5882 | 584 | 1.0474 | 0.3353 | 1.0474 | 1.0234 |
344
- | 0.3617 | 8.6176 | 586 | 1.0846 | 0.2247 | 1.0846 | 1.0414 |
345
- | 0.3617 | 8.6471 | 588 | 1.1179 | 0.2805 | 1.1179 | 1.0573 |
346
- | 0.3617 | 8.6765 | 590 | 1.0815 | 0.2210 | 1.0815 | 1.0400 |
347
- | 0.3617 | 8.7059 | 592 | 1.0635 | 0.2679 | 1.0635 | 1.0313 |
348
- | 0.3617 | 8.7353 | 594 | 1.0664 | 0.2871 | 1.0664 | 1.0327 |
349
- | 0.3617 | 8.7647 | 596 | 1.0757 | 0.2679 | 1.0757 | 1.0372 |
350
- | 0.3617 | 8.7941 | 598 | 1.1528 | 0.2180 | 1.1528 | 1.0737 |
351
- | 0.3617 | 8.8235 | 600 | 1.1863 | 0.2138 | 1.1863 | 1.0892 |
352
- | 0.3617 | 8.8529 | 602 | 1.1635 | 0.2233 | 1.1635 | 1.0786 |
353
- | 0.3617 | 8.8824 | 604 | 1.0769 | 0.3328 | 1.0769 | 1.0377 |
354
- | 0.3617 | 8.9118 | 606 | 1.0421 | 0.2919 | 1.0421 | 1.0209 |
355
- | 0.3617 | 8.9412 | 608 | 1.0321 | 0.3015 | 1.0321 | 1.0159 |
356
- | 0.3617 | 8.9706 | 610 | 1.0295 | 0.3301 | 1.0295 | 1.0147 |
357
- | 0.3617 | 9.0 | 612 | 1.0713 | 0.2988 | 1.0713 | 1.0350 |
358
- | 0.3617 | 9.0294 | 614 | 1.1245 | 0.2511 | 1.1245 | 1.0604 |
359
- | 0.3617 | 9.0588 | 616 | 1.0920 | 0.3133 | 1.0920 | 1.0450 |
360
- | 0.3617 | 9.0882 | 618 | 1.0582 | 0.3013 | 1.0582 | 1.0287 |
361
- | 0.3617 | 9.1176 | 620 | 1.0415 | 0.2877 | 1.0415 | 1.0206 |
362
- | 0.3617 | 9.1471 | 622 | 1.0694 | 0.2830 | 1.0694 | 1.0341 |
363
- | 0.3617 | 9.1765 | 624 | 1.0564 | 0.2877 | 1.0564 | 1.0278 |
364
- | 0.3617 | 9.2059 | 626 | 1.0518 | 0.3159 | 1.0518 | 1.0256 |
365
- | 0.3617 | 9.2353 | 628 | 1.0733 | 0.2864 | 1.0733 | 1.0360 |
366
- | 0.3617 | 9.2647 | 630 | 1.1108 | 0.2669 | 1.1108 | 1.0539 |
367
- | 0.3617 | 9.2941 | 632 | 1.0906 | 0.2824 | 1.0906 | 1.0443 |
368
- | 0.3617 | 9.3235 | 634 | 1.0354 | 0.3578 | 1.0354 | 1.0176 |
369
- | 0.3617 | 9.3529 | 636 | 1.0390 | 0.3651 | 1.0390 | 1.0193 |
370
- | 0.3617 | 9.3824 | 638 | 1.0385 | 0.3651 | 1.0385 | 1.0191 |
371
- | 0.3617 | 9.4118 | 640 | 1.0167 | 0.3486 | 1.0167 | 1.0083 |
372
- | 0.3617 | 9.4412 | 642 | 1.0366 | 0.3013 | 1.0366 | 1.0181 |
373
- | 0.3617 | 9.4706 | 644 | 1.0355 | 0.3013 | 1.0355 | 1.0176 |
374
- | 0.3617 | 9.5 | 646 | 1.0338 | 0.3013 | 1.0338 | 1.0168 |
375
- | 0.3617 | 9.5294 | 648 | 1.0214 | 0.2850 | 1.0214 | 1.0106 |
376
- | 0.3617 | 9.5588 | 650 | 1.0288 | 0.3200 | 1.0288 | 1.0143 |
377
- | 0.3617 | 9.5882 | 652 | 1.0370 | 0.2831 | 1.0370 | 1.0183 |
378
- | 0.3617 | 9.6176 | 654 | 1.0431 | 0.3311 | 1.0431 | 1.0213 |
379
- | 0.3617 | 9.6471 | 656 | 1.0501 | 0.3219 | 1.0501 | 1.0247 |
380
- | 0.3617 | 9.6765 | 658 | 1.0674 | 0.2947 | 1.0674 | 1.0331 |
381
- | 0.3617 | 9.7059 | 660 | 1.1584 | 0.2640 | 1.1584 | 1.0763 |
382
- | 0.3617 | 9.7353 | 662 | 1.1738 | 0.2825 | 1.1738 | 1.0834 |
383
- | 0.3617 | 9.7647 | 664 | 1.0842 | 0.2315 | 1.0842 | 1.0412 |
384
- | 0.3617 | 9.7941 | 666 | 1.0544 | 0.2843 | 1.0544 | 1.0268 |
385
- | 0.3617 | 9.8235 | 668 | 1.0445 | 0.2843 | 1.0445 | 1.0220 |
386
- | 0.3617 | 9.8529 | 670 | 1.0453 | 0.2941 | 1.0453 | 1.0224 |
387
- | 0.3617 | 9.8824 | 672 | 1.0645 | 0.2864 | 1.0645 | 1.0318 |
388
- | 0.3617 | 9.9118 | 674 | 1.1012 | 0.2380 | 1.1012 | 1.0494 |
389
- | 0.3617 | 9.9412 | 676 | 1.0846 | 0.2180 | 1.0846 | 1.0414 |
390
- | 0.3617 | 9.9706 | 678 | 1.0486 | 0.2567 | 1.0486 | 1.0240 |
391
- | 0.3617 | 10.0 | 680 | 1.0288 | 0.2739 | 1.0288 | 1.0143 |
392
- | 0.3617 | 10.0294 | 682 | 1.0345 | 0.3454 | 1.0345 | 1.0171 |
393
- | 0.3617 | 10.0588 | 684 | 1.0294 | 0.3268 | 1.0294 | 1.0146 |
394
- | 0.3617 | 10.0882 | 686 | 1.0296 | 0.2647 | 1.0296 | 1.0147 |
395
- | 0.3617 | 10.1176 | 688 | 1.0503 | 0.3205 | 1.0503 | 1.0248 |
396
- | 0.3617 | 10.1471 | 690 | 1.0559 | 0.2665 | 1.0559 | 1.0276 |
397
- | 0.3617 | 10.1765 | 692 | 1.0346 | 0.2871 | 1.0346 | 1.0171 |
398
- | 0.3617 | 10.2059 | 694 | 1.0390 | 0.3454 | 1.0390 | 1.0193 |
399
- | 0.3617 | 10.2353 | 696 | 1.0365 | 0.3454 | 1.0365 | 1.0181 |
400
- | 0.3617 | 10.2647 | 698 | 1.0208 | 0.3804 | 1.0208 | 1.0103 |
401
- | 0.3617 | 10.2941 | 700 | 1.0585 | 0.2469 | 1.0585 | 1.0288 |
402
- | 0.3617 | 10.3235 | 702 | 1.1250 | 0.2527 | 1.1250 | 1.0607 |
403
- | 0.3617 | 10.3529 | 704 | 1.1003 | 0.2572 | 1.1003 | 1.0489 |
404
- | 0.3617 | 10.3824 | 706 | 1.0351 | 0.2665 | 1.0351 | 1.0174 |
405
- | 0.3617 | 10.4118 | 708 | 1.0289 | 0.2794 | 1.0289 | 1.0143 |
406
- | 0.3617 | 10.4412 | 710 | 1.0450 | 0.2567 | 1.0450 | 1.0222 |
407
- | 0.3617 | 10.4706 | 712 | 1.0640 | 0.2716 | 1.0640 | 1.0315 |
408
- | 0.3617 | 10.5 | 714 | 1.0622 | 0.2716 | 1.0622 | 1.0306 |
409
- | 0.3617 | 10.5294 | 716 | 1.0423 | 0.2665 | 1.0423 | 1.0209 |
410
- | 0.3617 | 10.5588 | 718 | 1.0301 | 0.2499 | 1.0301 | 1.0149 |
411
- | 0.3617 | 10.5882 | 720 | 1.0402 | 0.2941 | 1.0402 | 1.0199 |
412
- | 0.3617 | 10.6176 | 722 | 1.1084 | 0.3532 | 1.1084 | 1.0528 |
413
- | 0.3617 | 10.6471 | 724 | 1.1732 | 0.3484 | 1.1732 | 1.0831 |
414
- | 0.3617 | 10.6765 | 726 | 1.1631 | 0.3521 | 1.1631 | 1.0785 |
415
- | 0.3617 | 10.7059 | 728 | 1.0770 | 0.2716 | 1.0770 | 1.0378 |
416
- | 0.3617 | 10.7353 | 730 | 1.0649 | 0.3200 | 1.0649 | 1.0320 |
417
- | 0.3617 | 10.7647 | 732 | 1.1245 | 0.3086 | 1.1245 | 1.0604 |
418
- | 0.3617 | 10.7941 | 734 | 1.1069 | 0.2845 | 1.1069 | 1.0521 |
419
- | 0.3617 | 10.8235 | 736 | 1.0667 | 0.3318 | 1.0667 | 1.0328 |
420
- | 0.3617 | 10.8529 | 738 | 1.0780 | 0.2697 | 1.0780 | 1.0383 |
421
- | 0.3617 | 10.8824 | 740 | 1.1456 | 0.1896 | 1.1456 | 1.0703 |
422
- | 0.3617 | 10.9118 | 742 | 1.1773 | 0.2516 | 1.1773 | 1.0850 |
423
- | 0.3617 | 10.9412 | 744 | 1.1211 | 0.2180 | 1.1211 | 1.0588 |
424
- | 0.3617 | 10.9706 | 746 | 1.0451 | 0.2815 | 1.0451 | 1.0223 |
425
- | 0.3617 | 11.0 | 748 | 1.0402 | 0.2737 | 1.0402 | 1.0199 |
426
- | 0.3617 | 11.0294 | 750 | 1.0411 | 0.2737 | 1.0411 | 1.0203 |
427
- | 0.3617 | 11.0588 | 752 | 1.0422 | 0.2784 | 1.0422 | 1.0209 |
428
- | 0.3617 | 11.0882 | 754 | 1.0438 | 0.2739 | 1.0438 | 1.0217 |
429
- | 0.3617 | 11.1176 | 756 | 1.0617 | 0.3514 | 1.0617 | 1.0304 |
430
- | 0.3617 | 11.1471 | 758 | 1.1332 | 0.2986 | 1.1332 | 1.0645 |
431
- | 0.3617 | 11.1765 | 760 | 1.2093 | 0.2280 | 1.2093 | 1.0997 |
432
- | 0.3617 | 11.2059 | 762 | 1.1703 | 0.2374 | 1.1703 | 1.0818 |
433
- | 0.3617 | 11.2353 | 764 | 1.1212 | 0.2939 | 1.1212 | 1.0589 |
434
- | 0.3617 | 11.2647 | 766 | 1.1381 | 0.2796 | 1.1381 | 1.0668 |
435
- | 0.3617 | 11.2941 | 768 | 1.1855 | 0.2100 | 1.1855 | 1.0888 |
436
- | 0.3617 | 11.3235 | 770 | 1.2749 | 0.1884 | 1.2749 | 1.1291 |
437
- | 0.3617 | 11.3529 | 772 | 1.3024 | 0.1568 | 1.3024 | 1.1412 |
438
- | 0.3617 | 11.3824 | 774 | 1.2308 | 0.2522 | 1.2308 | 1.1094 |
439
- | 0.3617 | 11.4118 | 776 | 1.1305 | 0.1905 | 1.1305 | 1.0632 |
440
- | 0.3617 | 11.4412 | 778 | 1.0742 | 0.3108 | 1.0742 | 1.0365 |
441
- | 0.3617 | 11.4706 | 780 | 1.0675 | 0.3205 | 1.0675 | 1.0332 |
442
- | 0.3617 | 11.5 | 782 | 1.0888 | 0.3406 | 1.0888 | 1.0434 |
443
- | 0.3617 | 11.5294 | 784 | 1.0876 | 0.3406 | 1.0876 | 1.0429 |
444
- | 0.3617 | 11.5588 | 786 | 1.0518 | 0.3200 | 1.0518 | 1.0256 |
445
- | 0.3617 | 11.5882 | 788 | 1.0558 | 0.3554 | 1.0558 | 1.0275 |
446
- | 0.3617 | 11.6176 | 790 | 1.0689 | 0.2966 | 1.0689 | 1.0339 |
447
- | 0.3617 | 11.6471 | 792 | 1.0648 | 0.2966 | 1.0648 | 1.0319 |
448
- | 0.3617 | 11.6765 | 794 | 1.0907 | 0.2417 | 1.0907 | 1.0444 |
449
- | 0.3617 | 11.7059 | 796 | 1.1186 | 0.2380 | 1.1186 | 1.0576 |
450
- | 0.3617 | 11.7353 | 798 | 1.1147 | 0.2085 | 1.1147 | 1.0558 |
451
- | 0.3617 | 11.7647 | 800 | 1.0837 | 0.2319 | 1.0837 | 1.0410 |
452
- | 0.3617 | 11.7941 | 802 | 1.0522 | 0.2793 | 1.0522 | 1.0258 |
453
- | 0.3617 | 11.8235 | 804 | 1.0551 | 0.3019 | 1.0551 | 1.0272 |
454
- | 0.3617 | 11.8529 | 806 | 1.0503 | 0.2737 | 1.0503 | 1.0249 |
455
- | 0.3617 | 11.8824 | 808 | 1.0733 | 0.2489 | 1.0733 | 1.0360 |
456
- | 0.3617 | 11.9118 | 810 | 1.1123 | 0.2555 | 1.1123 | 1.0547 |
457
- | 0.3617 | 11.9412 | 812 | 1.0752 | 0.2572 | 1.0752 | 1.0369 |
458
- | 0.3617 | 11.9706 | 814 | 1.0359 | 0.2923 | 1.0359 | 1.0178 |
459
- | 0.3617 | 12.0 | 816 | 1.0282 | 0.3017 | 1.0282 | 1.0140 |
460
- | 0.3617 | 12.0294 | 818 | 1.0253 | 0.2923 | 1.0253 | 1.0126 |
461
- | 0.3617 | 12.0588 | 820 | 1.0510 | 0.2210 | 1.0510 | 1.0252 |
462
- | 0.3617 | 12.0882 | 822 | 1.1356 | 0.2233 | 1.1356 | 1.0656 |
463
- | 0.3617 | 12.1176 | 824 | 1.1590 | 0.2285 | 1.1590 | 1.0766 |
464
- | 0.3617 | 12.1471 | 826 | 1.0864 | 0.2424 | 1.0864 | 1.0423 |
465
- | 0.3617 | 12.1765 | 828 | 1.0290 | 0.2793 | 1.0290 | 1.0144 |
466
- | 0.3617 | 12.2059 | 830 | 1.0393 | 0.2970 | 1.0393 | 1.0195 |
467
- | 0.3617 | 12.2353 | 832 | 1.0550 | 0.3043 | 1.0550 | 1.0271 |
468
- | 0.3617 | 12.2647 | 834 | 1.0277 | 0.2925 | 1.0277 | 1.0138 |
469
- | 0.3617 | 12.2941 | 836 | 1.0358 | 0.4140 | 1.0358 | 1.0177 |
470
- | 0.3617 | 12.3235 | 838 | 1.1914 | 0.3395 | 1.1914 | 1.0915 |
471
- | 0.3617 | 12.3529 | 840 | 1.3604 | 0.2924 | 1.3604 | 1.1664 |
472
- | 0.3617 | 12.3824 | 842 | 1.3275 | 0.3088 | 1.3275 | 1.1522 |
473
- | 0.3617 | 12.4118 | 844 | 1.1793 | 0.3202 | 1.1793 | 1.0859 |
474
- | 0.3617 | 12.4412 | 846 | 1.0630 | 0.2748 | 1.0630 | 1.0310 |
475
- | 0.3617 | 12.4706 | 848 | 0.9971 | 0.3596 | 0.9971 | 0.9985 |
476
- | 0.3617 | 12.5 | 850 | 1.0035 | 0.3300 | 1.0035 | 1.0017 |
477
- | 0.3617 | 12.5294 | 852 | 0.9978 | 0.3902 | 0.9978 | 0.9989 |
478
- | 0.3617 | 12.5588 | 854 | 0.9968 | 0.3483 | 0.9968 | 0.9984 |
479
- | 0.3617 | 12.5882 | 856 | 1.0282 | 0.3947 | 1.0282 | 1.0140 |
480
- | 0.3617 | 12.6176 | 858 | 1.1063 | 0.3249 | 1.1063 | 1.0518 |
481
- | 0.3617 | 12.6471 | 860 | 1.1326 | 0.2851 | 1.1326 | 1.0642 |
482
- | 0.3617 | 12.6765 | 862 | 1.0627 | 0.4475 | 1.0627 | 1.0309 |
483
- | 0.3617 | 12.7059 | 864 | 0.9922 | 0.3527 | 0.9922 | 0.9961 |
484
- | 0.3617 | 12.7353 | 866 | 0.9666 | 0.3337 | 0.9666 | 0.9831 |
485
- | 0.3617 | 12.7647 | 868 | 0.9570 | 0.3354 | 0.9570 | 0.9783 |
486
- | 0.3617 | 12.7941 | 870 | 0.9560 | 0.3692 | 0.9560 | 0.9778 |
487
- | 0.3617 | 12.8235 | 872 | 1.0316 | 0.4248 | 1.0316 | 1.0157 |
488
- | 0.3617 | 12.8529 | 874 | 1.1263 | 0.3179 | 1.1263 | 1.0613 |
489
- | 0.3617 | 12.8824 | 876 | 1.1516 | 0.3307 | 1.1516 | 1.0731 |
490
- | 0.3617 | 12.9118 | 878 | 1.1000 | 0.3226 | 1.1000 | 1.0488 |
491
- | 0.3617 | 12.9412 | 880 | 1.0362 | 0.4155 | 1.0362 | 1.0179 |
492
- | 0.3617 | 12.9706 | 882 | 0.9823 | 0.3875 | 0.9823 | 0.9911 |
493
- | 0.3617 | 13.0 | 884 | 0.9702 | 0.3200 | 0.9702 | 0.9850 |
494
- | 0.3617 | 13.0294 | 886 | 0.9719 | 0.3399 | 0.9719 | 0.9859 |
495
- | 0.3617 | 13.0588 | 888 | 0.9899 | 0.3443 | 0.9899 | 0.9949 |
496
- | 0.3617 | 13.0882 | 890 | 1.0291 | 0.3448 | 1.0291 | 1.0144 |
497
- | 0.3617 | 13.1176 | 892 | 1.0959 | 0.2702 | 1.0959 | 1.0468 |
498
- | 0.3617 | 13.1471 | 894 | 1.1193 | 0.2283 | 1.1193 | 1.0580 |
499
- | 0.3617 | 13.1765 | 896 | 1.0967 | 0.2779 | 1.0967 | 1.0472 |
500
- | 0.3617 | 13.2059 | 898 | 1.0357 | 0.3636 | 1.0357 | 1.0177 |
501
- | 0.3617 | 13.2353 | 900 | 0.9866 | 0.3875 | 0.9866 | 0.9933 |
502
- | 0.3617 | 13.2647 | 902 | 0.9817 | 0.4160 | 0.9817 | 0.9908 |
503
- | 0.3617 | 13.2941 | 904 | 1.0024 | 0.3643 | 1.0024 | 1.0012 |
504
- | 0.3617 | 13.3235 | 906 | 0.9910 | 0.3139 | 0.9910 | 0.9955 |
505
- | 0.3617 | 13.3529 | 908 | 0.9844 | 0.3838 | 0.9844 | 0.9922 |
506
- | 0.3617 | 13.3824 | 910 | 0.9978 | 0.3399 | 0.9978 | 0.9989 |
507
- | 0.3617 | 13.4118 | 912 | 1.0163 | 0.3062 | 1.0163 | 1.0081 |
508
- | 0.3617 | 13.4412 | 914 | 1.0060 | 0.3443 | 1.0060 | 1.0030 |
509
- | 0.3617 | 13.4706 | 916 | 1.0076 | 0.3346 | 1.0076 | 1.0038 |
510
- | 0.3617 | 13.5 | 918 | 1.0454 | 0.3709 | 1.0454 | 1.0224 |
511
- | 0.3617 | 13.5294 | 920 | 1.0812 | 0.2549 | 1.0812 | 1.0398 |
512
- | 0.3617 | 13.5588 | 922 | 1.0670 | 0.3082 | 1.0670 | 1.0329 |
513
- | 0.3617 | 13.5882 | 924 | 1.0385 | 0.2963 | 1.0385 | 1.0191 |
514
- | 0.3617 | 13.6176 | 926 | 1.0052 | 0.3301 | 1.0052 | 1.0026 |
515
- | 0.3617 | 13.6471 | 928 | 1.0032 | 0.2995 | 1.0032 | 1.0016 |
516
- | 0.3617 | 13.6765 | 930 | 1.0026 | 0.2857 | 1.0026 | 1.0013 |
517
- | 0.3617 | 13.7059 | 932 | 0.9922 | 0.3661 | 0.9922 | 0.9961 |
518
- | 0.3617 | 13.7353 | 934 | 1.0111 | 0.3250 | 1.0111 | 1.0055 |
519
- | 0.3617 | 13.7647 | 936 | 1.0636 | 0.2572 | 1.0636 | 1.0313 |
520
- | 0.3617 | 13.7941 | 938 | 1.0821 | 0.2233 | 1.0821 | 1.0402 |
521
- | 0.3617 | 13.8235 | 940 | 1.0718 | 0.2572 | 1.0718 | 1.0353 |
522
- | 0.3617 | 13.8529 | 942 | 1.0334 | 0.2963 | 1.0334 | 1.0166 |
523
- | 0.3617 | 13.8824 | 944 | 1.0146 | 0.3301 | 1.0146 | 1.0073 |
524
- | 0.3617 | 13.9118 | 946 | 1.0207 | 0.3301 | 1.0207 | 1.0103 |
525
- | 0.3617 | 13.9412 | 948 | 1.0354 | 0.3039 | 1.0354 | 1.0176 |
526
- | 0.3617 | 13.9706 | 950 | 1.0656 | 0.3082 | 1.0656 | 1.0323 |
527
- | 0.3617 | 14.0 | 952 | 1.1263 | 0.2963 | 1.1263 | 1.0613 |
528
- | 0.3617 | 14.0294 | 954 | 1.1348 | 0.2963 | 1.1348 | 1.0653 |
529
- | 0.3617 | 14.0588 | 956 | 1.0834 | 0.3082 | 1.0834 | 1.0409 |
530
- | 0.3617 | 14.0882 | 958 | 1.0464 | 0.3301 | 1.0464 | 1.0229 |
531
- | 0.3617 | 14.1176 | 960 | 1.0403 | 0.2567 | 1.0403 | 1.0200 |
532
- | 0.3617 | 14.1471 | 962 | 1.0453 | 0.2674 | 1.0453 | 1.0224 |
533
- | 0.3617 | 14.1765 | 964 | 1.0377 | 0.2644 | 1.0377 | 1.0187 |
534
- | 0.3617 | 14.2059 | 966 | 1.0254 | 0.3497 | 1.0254 | 1.0126 |
535
- | 0.3617 | 14.2353 | 968 | 1.0405 | 0.2988 | 1.0405 | 1.0201 |
536
- | 0.3617 | 14.2647 | 970 | 1.0635 | 0.2766 | 1.0635 | 1.0312 |
537
- | 0.3617 | 14.2941 | 972 | 1.0497 | 0.2864 | 1.0497 | 1.0245 |
538
- | 0.3617 | 14.3235 | 974 | 1.0182 | 0.3399 | 1.0182 | 1.0091 |
539
- | 0.3617 | 14.3529 | 976 | 1.0076 | 0.3747 | 1.0076 | 1.0038 |
540
- | 0.3617 | 14.3824 | 978 | 1.0101 | 0.2674 | 1.0101 | 1.0050 |
541
- | 0.3617 | 14.4118 | 980 | 1.0008 | 0.3293 | 1.0008 | 1.0004 |
542
- | 0.3617 | 14.4412 | 982 | 1.0229 | 0.3328 | 1.0229 | 1.0114 |
543
- | 0.3617 | 14.4706 | 984 | 1.0901 | 0.2328 | 1.0901 | 1.0441 |
544
- | 0.3617 | 14.5 | 986 | 1.1307 | 0.1896 | 1.1307 | 1.0633 |
545
- | 0.3617 | 14.5294 | 988 | 1.1495 | 0.1858 | 1.1495 | 1.0721 |
546
- | 0.3617 | 14.5588 | 990 | 1.1156 | 0.2180 | 1.1156 | 1.0562 |
547
- | 0.3617 | 14.5882 | 992 | 1.0725 | 0.2914 | 1.0725 | 1.0356 |
548
- | 0.3617 | 14.6176 | 994 | 1.0475 | 0.3115 | 1.0475 | 1.0235 |
549
- | 0.3617 | 14.6471 | 996 | 1.0432 | 0.3382 | 1.0432 | 1.0214 |
550
- | 0.3617 | 14.6765 | 998 | 1.0682 | 0.3486 | 1.0682 | 1.0335 |
551
- | 0.0834 | 14.7059 | 1000 | 1.1230 | 0.2417 | 1.1230 | 1.0597 |
552
- | 0.0834 | 14.7353 | 1002 | 1.1666 | 0.2320 | 1.1666 | 1.0801 |
553
- | 0.0834 | 14.7647 | 1004 | 1.0960 | 0.2748 | 1.0960 | 1.0469 |
554
- | 0.0834 | 14.7941 | 1006 | 1.0418 | 0.3382 | 1.0418 | 1.0207 |
555
- | 0.0834 | 14.8235 | 1008 | 1.0404 | 0.2871 | 1.0404 | 1.0200 |
556
- | 0.0834 | 14.8529 | 1010 | 1.0553 | 0.3117 | 1.0553 | 1.0273 |
557
- | 0.0834 | 14.8824 | 1012 | 1.0622 | 0.3217 | 1.0622 | 1.0307 |
558
- | 0.0834 | 14.9118 | 1014 | 1.0582 | 0.2509 | 1.0582 | 1.0287 |
559
- | 0.0834 | 14.9412 | 1016 | 1.0657 | 0.2409 | 1.0657 | 1.0323 |
560
- | 0.0834 | 14.9706 | 1018 | 1.0708 | 0.2310 | 1.0708 | 1.0348 |
561
- | 0.0834 | 15.0 | 1020 | 1.0651 | 0.2310 | 1.0651 | 1.0320 |
562
- | 0.0834 | 15.0294 | 1022 | 1.0538 | 0.3217 | 1.0538 | 1.0265 |
563
- | 0.0834 | 15.0588 | 1024 | 1.0524 | 0.3217 | 1.0524 | 1.0258 |
564
- | 0.0834 | 15.0882 | 1026 | 1.0364 | 0.3217 | 1.0364 | 1.0181 |
565
- | 0.0834 | 15.1176 | 1028 | 1.0286 | 0.2658 | 1.0286 | 1.0142 |
566
- | 0.0834 | 15.1471 | 1030 | 1.0370 | 0.3369 | 1.0370 | 1.0183 |
567
- | 0.0834 | 15.1765 | 1032 | 1.0285 | 0.3369 | 1.0285 | 1.0142 |
568
- | 0.0834 | 15.2059 | 1034 | 1.0173 | 0.2658 | 1.0173 | 1.0086 |
569
- | 0.0834 | 15.2353 | 1036 | 1.0196 | 0.3181 | 1.0196 | 1.0097 |
570
- | 0.0834 | 15.2647 | 1038 | 1.0245 | 0.3318 | 1.0245 | 1.0122 |
571
- | 0.0834 | 15.2941 | 1040 | 1.0256 | 0.2374 | 1.0256 | 1.0127 |
572
- | 0.0834 | 15.3235 | 1042 | 1.0289 | 0.3319 | 1.0289 | 1.0143 |
573
- | 0.0834 | 15.3529 | 1044 | 1.0743 | 0.2511 | 1.0743 | 1.0365 |
574
- | 0.0834 | 15.3824 | 1046 | 1.0988 | 0.2088 | 1.0988 | 1.0482 |
575
- | 0.0834 | 15.4118 | 1048 | 1.0713 | 0.2276 | 1.0713 | 1.0350 |
576
- | 0.0834 | 15.4412 | 1050 | 1.0548 | 0.2126 | 1.0548 | 1.0270 |
577
- | 0.0834 | 15.4706 | 1052 | 1.0470 | 0.3237 | 1.0470 | 1.0232 |
578
- | 0.0834 | 15.5 | 1054 | 1.0538 | 0.2794 | 1.0538 | 1.0265 |
579
- | 0.0834 | 15.5294 | 1056 | 1.0471 | 0.3337 | 1.0471 | 1.0233 |
580
- | 0.0834 | 15.5588 | 1058 | 1.0470 | 0.2892 | 1.0470 | 1.0232 |
581
- | 0.0834 | 15.5882 | 1060 | 1.0717 | 0.1841 | 1.0717 | 1.0353 |
582
- | 0.0834 | 15.6176 | 1062 | 1.1217 | 0.1748 | 1.1217 | 1.0591 |
583
- | 0.0834 | 15.6471 | 1064 | 1.1209 | 0.2138 | 1.1209 | 1.0587 |
584
- | 0.0834 | 15.6765 | 1066 | 1.1031 | 0.1748 | 1.1031 | 1.0503 |
585
- | 0.0834 | 15.7059 | 1068 | 1.0923 | 0.1841 | 1.0923 | 1.0451 |
586
 
587
 
588
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k17_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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k17_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: 1.1043
19
+ - Qwk: 0.3200
20
+ - Mse: 1.1043
21
+ - Rmse: 1.0509
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0328 | 2 | 4.6296 | 0.0010 | 4.6296 | 2.1516 |
53
+ | No log | 0.0656 | 4 | 2.8694 | 0.0205 | 2.8694 | 1.6939 |
54
+ | No log | 0.0984 | 6 | 1.9692 | -0.0017 | 1.9692 | 1.4033 |
55
+ | No log | 0.1311 | 8 | 2.0821 | -0.0634 | 2.0821 | 1.4429 |
56
+ | No log | 0.1639 | 10 | 1.8211 | 0.0227 | 1.8211 | 1.3495 |
57
+ | No log | 0.1967 | 12 | 1.4127 | -0.0096 | 1.4127 | 1.1886 |
58
+ | No log | 0.2295 | 14 | 1.2977 | 0.1260 | 1.2977 | 1.1392 |
59
+ | No log | 0.2623 | 16 | 1.2637 | 0.1107 | 1.2637 | 1.1242 |
60
+ | No log | 0.2951 | 18 | 1.3199 | 0.1288 | 1.3199 | 1.1489 |
61
+ | No log | 0.3279 | 20 | 1.4145 | -0.0114 | 1.4145 | 1.1893 |
62
+ | No log | 0.3607 | 22 | 1.5902 | 0.0403 | 1.5902 | 1.2610 |
63
+ | No log | 0.3934 | 24 | 1.4493 | 0.0275 | 1.4493 | 1.2039 |
64
+ | No log | 0.4262 | 26 | 1.3329 | 0.0894 | 1.3329 | 1.1545 |
65
+ | No log | 0.4590 | 28 | 1.2677 | 0.1904 | 1.2677 | 1.1259 |
66
+ | No log | 0.4918 | 30 | 1.2638 | 0.2108 | 1.2638 | 1.1242 |
67
+ | No log | 0.5246 | 32 | 1.6114 | 0.0019 | 1.6114 | 1.2694 |
68
+ | No log | 0.5574 | 34 | 1.8959 | 0.0846 | 1.8959 | 1.3769 |
69
+ | No log | 0.5902 | 36 | 1.7425 | 0.0810 | 1.7425 | 1.3200 |
70
+ | No log | 0.6230 | 38 | 1.5763 | 0.0870 | 1.5763 | 1.2555 |
71
+ | No log | 0.6557 | 40 | 1.4307 | 0.0851 | 1.4307 | 1.1961 |
72
+ | No log | 0.6885 | 42 | 1.3777 | 0.1196 | 1.3777 | 1.1738 |
73
+ | No log | 0.7213 | 44 | 1.3692 | 0.2252 | 1.3692 | 1.1701 |
74
+ | No log | 0.7541 | 46 | 1.3708 | 0.2062 | 1.3708 | 1.1708 |
75
+ | No log | 0.7869 | 48 | 1.5012 | 0.1768 | 1.5012 | 1.2252 |
76
+ | No log | 0.8197 | 50 | 1.4187 | 0.2069 | 1.4187 | 1.1911 |
77
+ | No log | 0.8525 | 52 | 1.4428 | 0.2236 | 1.4428 | 1.2012 |
78
+ | No log | 0.8852 | 54 | 1.3572 | 0.1886 | 1.3572 | 1.1650 |
79
+ | No log | 0.9180 | 56 | 1.2117 | 0.2473 | 1.2117 | 1.1008 |
80
+ | No log | 0.9508 | 58 | 1.1199 | 0.3106 | 1.1199 | 1.0583 |
81
+ | No log | 0.9836 | 60 | 1.0953 | 0.3385 | 1.0953 | 1.0466 |
82
+ | No log | 1.0164 | 62 | 1.1061 | 0.2836 | 1.1061 | 1.0517 |
83
+ | No log | 1.0492 | 64 | 1.0667 | 0.2986 | 1.0667 | 1.0328 |
84
+ | No log | 1.0820 | 66 | 1.0567 | 0.2963 | 1.0567 | 1.0279 |
85
+ | No log | 1.1148 | 68 | 1.1595 | 0.2180 | 1.1595 | 1.0768 |
86
+ | No log | 1.1475 | 70 | 1.2388 | 0.2126 | 1.2388 | 1.1130 |
87
+ | No log | 1.1803 | 72 | 1.4148 | 0.1785 | 1.4148 | 1.1895 |
88
+ | No log | 1.2131 | 74 | 1.3665 | 0.1174 | 1.3665 | 1.1690 |
89
+ | No log | 1.2459 | 76 | 1.3367 | 0.2108 | 1.3367 | 1.1562 |
90
+ | No log | 1.2787 | 78 | 1.2575 | 0.2619 | 1.2575 | 1.1214 |
91
+ | No log | 1.3115 | 80 | 1.0372 | 0.2963 | 1.0372 | 1.0184 |
92
+ | No log | 1.3443 | 82 | 0.9544 | 0.2991 | 0.9544 | 0.9769 |
93
+ | No log | 1.3770 | 84 | 0.9770 | 0.2887 | 0.9770 | 0.9884 |
94
+ | No log | 1.4098 | 86 | 1.2323 | 0.1734 | 1.2323 | 1.1101 |
95
+ | No log | 1.4426 | 88 | 1.7707 | 0.1860 | 1.7707 | 1.3307 |
96
+ | No log | 1.4754 | 90 | 1.9613 | 0.1141 | 1.9613 | 1.4005 |
97
+ | No log | 1.5082 | 92 | 1.7104 | 0.2338 | 1.7104 | 1.3078 |
98
+ | No log | 1.5410 | 94 | 1.7601 | 0.2453 | 1.7601 | 1.3267 |
99
+ | No log | 1.5738 | 96 | 1.5147 | 0.1993 | 1.5147 | 1.2307 |
100
+ | No log | 1.6066 | 98 | 1.0971 | 0.2913 | 1.0971 | 1.0474 |
101
+ | No log | 1.6393 | 100 | 0.9711 | 0.3804 | 0.9711 | 0.9855 |
102
+ | No log | 1.6721 | 102 | 0.9570 | 0.4377 | 0.9570 | 0.9783 |
103
+ | No log | 1.7049 | 104 | 0.9884 | 0.3738 | 0.9884 | 0.9942 |
104
+ | No log | 1.7377 | 106 | 1.2220 | 0.2762 | 1.2220 | 1.1055 |
105
+ | No log | 1.7705 | 108 | 1.5241 | 0.2474 | 1.5241 | 1.2345 |
106
+ | No log | 1.8033 | 110 | 1.5157 | 0.2252 | 1.5157 | 1.2311 |
107
+ | No log | 1.8361 | 112 | 1.3055 | 0.3127 | 1.3055 | 1.1426 |
108
+ | No log | 1.8689 | 114 | 1.0314 | 0.3108 | 1.0314 | 1.0156 |
109
+ | No log | 1.9016 | 116 | 0.9572 | 0.3891 | 0.9572 | 0.9783 |
110
+ | No log | 1.9344 | 118 | 0.9776 | 0.3796 | 0.9776 | 0.9887 |
111
+ | No log | 1.9672 | 120 | 1.0216 | 0.3827 | 1.0216 | 1.0107 |
112
+ | No log | 2.0 | 122 | 1.0402 | 0.3636 | 1.0402 | 1.0199 |
113
+ | No log | 2.0328 | 124 | 1.0719 | 0.3453 | 1.0719 | 1.0353 |
114
+ | No log | 2.0656 | 126 | 1.1257 | 0.3393 | 1.1257 | 1.0610 |
115
+ | No log | 2.0984 | 128 | 1.2568 | 0.3987 | 1.2568 | 1.1211 |
116
+ | No log | 2.1311 | 130 | 1.3705 | 0.2926 | 1.3705 | 1.1707 |
117
+ | No log | 2.1639 | 132 | 1.4829 | 0.1890 | 1.4829 | 1.2178 |
118
+ | No log | 2.1967 | 134 | 1.3886 | 0.2632 | 1.3886 | 1.1784 |
119
+ | No log | 2.2295 | 136 | 1.2395 | 0.2611 | 1.2395 | 1.1133 |
120
+ | No log | 2.2623 | 138 | 1.1917 | 0.3237 | 1.1917 | 1.0917 |
121
+ | No log | 2.2951 | 140 | 1.1346 | 0.3261 | 1.1346 | 1.0652 |
122
+ | No log | 2.3279 | 142 | 1.1865 | 0.2663 | 1.1865 | 1.0893 |
123
+ | No log | 2.3607 | 144 | 1.2452 | 0.3555 | 1.2452 | 1.1159 |
124
+ | No log | 2.3934 | 146 | 1.5123 | 0.2055 | 1.5123 | 1.2298 |
125
+ | No log | 2.4262 | 148 | 1.9584 | 0.1438 | 1.9584 | 1.3994 |
126
+ | No log | 2.4590 | 150 | 2.0286 | 0.0697 | 2.0286 | 1.4243 |
127
+ | No log | 2.4918 | 152 | 1.7059 | 0.1135 | 1.7059 | 1.3061 |
128
+ | No log | 2.5246 | 154 | 1.3321 | 0.1980 | 1.3321 | 1.1542 |
129
+ | No log | 2.5574 | 156 | 1.2585 | 0.2438 | 1.2585 | 1.1218 |
130
+ | No log | 2.5902 | 158 | 1.1631 | 0.2487 | 1.1631 | 1.0785 |
131
+ | No log | 2.6230 | 160 | 1.0348 | 0.3511 | 1.0348 | 1.0173 |
132
+ | No log | 2.6557 | 162 | 1.1017 | 0.2939 | 1.1017 | 1.0496 |
133
+ | No log | 2.6885 | 164 | 1.1333 | 0.3078 | 1.1333 | 1.0646 |
134
+ | No log | 2.7213 | 166 | 1.1337 | 0.3781 | 1.1337 | 1.0648 |
135
+ | No log | 2.7541 | 168 | 1.2224 | 0.2287 | 1.2224 | 1.1056 |
136
+ | No log | 2.7869 | 170 | 1.2675 | 0.2446 | 1.2675 | 1.1258 |
137
+ | No log | 2.8197 | 172 | 1.2764 | 0.2555 | 1.2764 | 1.1298 |
138
+ | No log | 2.8525 | 174 | 1.2092 | 0.2605 | 1.2092 | 1.0996 |
139
+ | No log | 2.8852 | 176 | 1.1439 | 0.2560 | 1.1439 | 1.0695 |
140
+ | No log | 2.9180 | 178 | 1.0875 | 0.2891 | 1.0875 | 1.0429 |
141
+ | No log | 2.9508 | 180 | 1.0557 | 0.3250 | 1.0557 | 1.0274 |
142
+ | No log | 2.9836 | 182 | 1.0398 | 0.3930 | 1.0398 | 1.0197 |
143
+ | No log | 3.0164 | 184 | 1.0357 | 0.4160 | 1.0357 | 1.0177 |
144
+ | No log | 3.0492 | 186 | 1.0474 | 0.4160 | 1.0474 | 1.0234 |
145
+ | No log | 3.0820 | 188 | 1.0398 | 0.3842 | 1.0398 | 1.0197 |
146
+ | No log | 3.1148 | 190 | 1.0041 | 0.3701 | 1.0041 | 1.0021 |
147
+ | No log | 3.1475 | 192 | 1.0012 | 0.3701 | 1.0012 | 1.0006 |
148
+ | No log | 3.1803 | 194 | 1.0144 | 0.3995 | 1.0144 | 1.0072 |
149
+ | No log | 3.2131 | 196 | 1.0353 | 0.3995 | 1.0353 | 1.0175 |
150
+ | No log | 3.2459 | 198 | 1.0805 | 0.3649 | 1.0805 | 1.0395 |
151
+ | No log | 3.2787 | 200 | 1.1774 | 0.2391 | 1.1774 | 1.0851 |
152
+ | No log | 3.3115 | 202 | 1.2521 | 0.2391 | 1.2521 | 1.1190 |
153
+ | No log | 3.3443 | 204 | 1.3627 | 0.2476 | 1.3627 | 1.1674 |
154
+ | No log | 3.3770 | 206 | 1.4074 | 0.2227 | 1.4074 | 1.1863 |
155
+ | No log | 3.4098 | 208 | 1.2432 | 0.2672 | 1.2432 | 1.1150 |
156
+ | No log | 3.4426 | 210 | 1.1518 | 0.3097 | 1.1518 | 1.0732 |
157
+ | No log | 3.4754 | 212 | 1.1339 | 0.2752 | 1.1339 | 1.0648 |
158
+ | No log | 3.5082 | 214 | 1.1317 | 0.2752 | 1.1317 | 1.0638 |
159
+ | No log | 3.5410 | 216 | 1.1743 | 0.3812 | 1.1743 | 1.0837 |
160
+ | No log | 3.5738 | 218 | 1.1875 | 0.3812 | 1.1875 | 1.0897 |
161
+ | No log | 3.6066 | 220 | 1.0703 | 0.3371 | 1.0703 | 1.0346 |
162
+ | No log | 3.6393 | 222 | 0.9987 | 0.3363 | 0.9987 | 0.9993 |
163
+ | No log | 3.6721 | 224 | 0.9847 | 0.3355 | 0.9847 | 0.9923 |
164
+ | No log | 3.7049 | 226 | 0.9613 | 0.2620 | 0.9613 | 0.9805 |
165
+ | No log | 3.7377 | 228 | 0.9484 | 0.4444 | 0.9484 | 0.9739 |
166
+ | No log | 3.7705 | 230 | 0.9934 | 0.4397 | 0.9934 | 0.9967 |
167
+ | No log | 3.8033 | 232 | 1.0562 | 0.3446 | 1.0562 | 1.0277 |
168
+ | No log | 3.8361 | 234 | 1.1286 | 0.2752 | 1.1286 | 1.0624 |
169
+ | No log | 3.8689 | 236 | 1.2000 | 0.3249 | 1.2000 | 1.0954 |
170
+ | No log | 3.9016 | 238 | 1.2565 | 0.2919 | 1.2565 | 1.1209 |
171
+ | No log | 3.9344 | 240 | 1.2527 | 0.2615 | 1.2527 | 1.1192 |
172
+ | No log | 3.9672 | 242 | 1.1340 | 0.2110 | 1.1340 | 1.0649 |
173
+ | No log | 4.0 | 244 | 1.1136 | 0.2950 | 1.1136 | 1.0553 |
174
+ | No log | 4.0328 | 246 | 1.1578 | 0.3359 | 1.1578 | 1.0760 |
175
+ | No log | 4.0656 | 248 | 1.1976 | 0.3037 | 1.1976 | 1.0943 |
176
+ | No log | 4.0984 | 250 | 1.2598 | 0.1323 | 1.2598 | 1.1224 |
177
+ | No log | 4.1311 | 252 | 1.4242 | 0.2052 | 1.4242 | 1.1934 |
178
+ | No log | 4.1639 | 254 | 1.5472 | 0.1203 | 1.5472 | 1.2439 |
179
+ | No log | 4.1967 | 256 | 1.3737 | 0.2145 | 1.3737 | 1.1721 |
180
+ | No log | 4.2295 | 258 | 1.1522 | 0.3287 | 1.1522 | 1.0734 |
181
+ | No log | 4.2623 | 260 | 1.0161 | 0.3180 | 1.0161 | 1.0080 |
182
+ | No log | 4.2951 | 262 | 0.9841 | 0.3720 | 0.9841 | 0.9920 |
183
+ | No log | 4.3279 | 264 | 0.9821 | 0.2440 | 0.9821 | 0.9910 |
184
+ | No log | 4.3607 | 266 | 0.9823 | 0.2401 | 0.9823 | 0.9911 |
185
+ | No log | 4.3934 | 268 | 0.9930 | 0.3720 | 0.9930 | 0.9965 |
186
+ | No log | 4.4262 | 270 | 1.0138 | 0.3897 | 1.0138 | 1.0069 |
187
+ | No log | 4.4590 | 272 | 1.0664 | 0.3013 | 1.0664 | 1.0327 |
188
+ | No log | 4.4918 | 274 | 1.0669 | 0.3013 | 1.0669 | 1.0329 |
189
+ | No log | 4.5246 | 276 | 1.0674 | 0.3473 | 1.0674 | 1.0331 |
190
+ | No log | 4.5574 | 278 | 1.0712 | 0.3573 | 1.0712 | 1.0350 |
191
+ | No log | 4.5902 | 280 | 1.0526 | 0.3125 | 1.0526 | 1.0259 |
192
+ | No log | 4.6230 | 282 | 1.0524 | 0.3190 | 1.0524 | 1.0258 |
193
+ | No log | 4.6557 | 284 | 1.0668 | 0.3421 | 1.0668 | 1.0329 |
194
+ | No log | 4.6885 | 286 | 1.0581 | 0.3949 | 1.0581 | 1.0287 |
195
+ | No log | 4.7213 | 288 | 1.0757 | 0.3359 | 1.0757 | 1.0372 |
196
+ | No log | 4.7541 | 290 | 1.0895 | 0.3017 | 1.0895 | 1.0438 |
197
+ | No log | 4.7869 | 292 | 1.1011 | 0.2952 | 1.1011 | 1.0493 |
198
+ | No log | 4.8197 | 294 | 1.1093 | 0.2390 | 1.1093 | 1.0532 |
199
+ | No log | 4.8525 | 296 | 1.1615 | 0.2804 | 1.1615 | 1.0777 |
200
+ | No log | 4.8852 | 298 | 1.1654 | 0.3151 | 1.1654 | 1.0795 |
201
+ | No log | 4.9180 | 300 | 1.1449 | 0.2703 | 1.1449 | 1.0700 |
202
+ | No log | 4.9508 | 302 | 1.1606 | 0.3129 | 1.1606 | 1.0773 |
203
+ | No log | 4.9836 | 304 | 1.1445 | 0.3109 | 1.1445 | 1.0698 |
204
+ | No log | 5.0164 | 306 | 1.1453 | 0.2385 | 1.1453 | 1.0702 |
205
+ | No log | 5.0492 | 308 | 1.1722 | 0.2777 | 1.1722 | 1.0827 |
206
+ | No log | 5.0820 | 310 | 1.2359 | 0.2779 | 1.2359 | 1.1117 |
207
+ | No log | 5.1148 | 312 | 1.3577 | 0.2688 | 1.3577 | 1.1652 |
208
+ | No log | 5.1475 | 314 | 1.3749 | 0.2688 | 1.3749 | 1.1726 |
209
+ | No log | 5.1803 | 316 | 1.2086 | 0.2373 | 1.2086 | 1.0994 |
210
+ | No log | 5.2131 | 318 | 1.0731 | 0.3766 | 1.0731 | 1.0359 |
211
+ | No log | 5.2459 | 320 | 1.0221 | 0.3601 | 1.0221 | 1.0110 |
212
+ | No log | 5.2787 | 322 | 1.0150 | 0.3818 | 1.0150 | 1.0075 |
213
+ | No log | 5.3115 | 324 | 1.0414 | 0.3741 | 1.0414 | 1.0205 |
214
+ | No log | 5.3443 | 326 | 1.0732 | 0.4042 | 1.0732 | 1.0359 |
215
+ | No log | 5.3770 | 328 | 1.0512 | 0.3947 | 1.0512 | 1.0253 |
216
+ | No log | 5.4098 | 330 | 1.1037 | 0.2964 | 1.1037 | 1.0506 |
217
+ | No log | 5.4426 | 332 | 1.1154 | 0.2657 | 1.1154 | 1.0561 |
218
+ | No log | 5.4754 | 334 | 1.0373 | 0.3947 | 1.0373 | 1.0185 |
219
+ | No log | 5.5082 | 336 | 0.9840 | 0.4676 | 0.9840 | 0.9920 |
220
+ | No log | 5.5410 | 338 | 0.9852 | 0.4738 | 0.9852 | 0.9926 |
221
+ | No log | 5.5738 | 340 | 1.0068 | 0.4294 | 1.0068 | 1.0034 |
222
+ | No log | 5.6066 | 342 | 1.0129 | 0.3829 | 1.0129 | 1.0065 |
223
+ | No log | 5.6393 | 344 | 1.0059 | 0.3771 | 1.0059 | 1.0030 |
224
+ | No log | 5.6721 | 346 | 1.0201 | 0.3880 | 1.0201 | 1.0100 |
225
+ | No log | 5.7049 | 348 | 1.0113 | 0.4009 | 1.0113 | 1.0057 |
226
+ | No log | 5.7377 | 350 | 1.0287 | 0.3701 | 1.0287 | 1.0143 |
227
+ | No log | 5.7705 | 352 | 1.0870 | 0.2565 | 1.0870 | 1.0426 |
228
+ | No log | 5.8033 | 354 | 1.1105 | 0.2611 | 1.1105 | 1.0538 |
229
+ | No log | 5.8361 | 356 | 1.0650 | 0.3218 | 1.0650 | 1.0320 |
230
+ | No log | 5.8689 | 358 | 1.0207 | 0.3286 | 1.0207 | 1.0103 |
231
+ | No log | 5.9016 | 360 | 1.0089 | 0.3482 | 1.0089 | 1.0044 |
232
+ | No log | 5.9344 | 362 | 1.0401 | 0.3624 | 1.0401 | 1.0198 |
233
+ | No log | 5.9672 | 364 | 1.0470 | 0.3624 | 1.0470 | 1.0232 |
234
+ | No log | 6.0 | 366 | 1.0328 | 0.3255 | 1.0328 | 1.0163 |
235
+ | No log | 6.0328 | 368 | 1.0556 | 0.4007 | 1.0556 | 1.0274 |
236
+ | No log | 6.0656 | 370 | 1.0957 | 0.3675 | 1.0957 | 1.0467 |
237
+ | No log | 6.0984 | 372 | 1.0945 | 0.3363 | 1.0945 | 1.0462 |
238
+ | No log | 6.1311 | 374 | 1.0339 | 0.3584 | 1.0339 | 1.0168 |
239
+ | No log | 6.1639 | 376 | 0.9981 | 0.3514 | 0.9981 | 0.9990 |
240
+ | No log | 6.1967 | 378 | 0.9828 | 0.3164 | 0.9828 | 0.9914 |
241
+ | No log | 6.2295 | 380 | 0.9805 | 0.4079 | 0.9805 | 0.9902 |
242
+ | No log | 6.2623 | 382 | 0.9852 | 0.4079 | 0.9852 | 0.9926 |
243
+ | No log | 6.2951 | 384 | 0.9827 | 0.3983 | 0.9827 | 0.9913 |
244
+ | No log | 6.3279 | 386 | 0.9954 | 0.3969 | 0.9954 | 0.9977 |
245
+ | No log | 6.3607 | 388 | 1.0184 | 0.3648 | 1.0184 | 1.0092 |
246
+ | No log | 6.3934 | 390 | 1.0468 | 0.3237 | 1.0468 | 1.0231 |
247
+ | No log | 6.4262 | 392 | 1.0237 | 0.4479 | 1.0237 | 1.0118 |
248
+ | No log | 6.4590 | 394 | 1.0214 | 0.3819 | 1.0214 | 1.0107 |
249
+ | No log | 6.4918 | 396 | 1.0327 | 0.3712 | 1.0327 | 1.0162 |
250
+ | No log | 6.5246 | 398 | 1.0183 | 0.4409 | 1.0183 | 1.0091 |
251
+ | No log | 6.5574 | 400 | 1.0440 | 0.3427 | 1.0440 | 1.0218 |
252
+ | No log | 6.5902 | 402 | 1.0580 | 0.3646 | 1.0580 | 1.0286 |
253
+ | No log | 6.6230 | 404 | 1.0198 | 0.3399 | 1.0198 | 1.0098 |
254
+ | No log | 6.6557 | 406 | 1.0137 | 0.3282 | 1.0137 | 1.0068 |
255
+ | No log | 6.6885 | 408 | 1.0218 | 0.4065 | 1.0218 | 1.0109 |
256
+ | No log | 6.7213 | 410 | 1.0060 | 0.3440 | 1.0060 | 1.0030 |
257
+ | No log | 6.7541 | 412 | 1.0158 | 0.3920 | 1.0158 | 1.0078 |
258
+ | No log | 6.7869 | 414 | 1.0886 | 0.2760 | 1.0886 | 1.0434 |
259
+ | No log | 6.8197 | 416 | 1.0991 | 0.2560 | 1.0991 | 1.0484 |
260
+ | No log | 6.8525 | 418 | 1.0562 | 0.3294 | 1.0562 | 1.0277 |
261
+ | No log | 6.8852 | 420 | 1.0520 | 0.3908 | 1.0520 | 1.0256 |
262
+ | No log | 6.9180 | 422 | 1.0638 | 0.3084 | 1.0638 | 1.0314 |
263
+ | No log | 6.9508 | 424 | 1.0803 | 0.3040 | 1.0803 | 1.0394 |
264
+ | No log | 6.9836 | 426 | 1.0837 | 0.3509 | 1.0837 | 1.0410 |
265
+ | No log | 7.0164 | 428 | 1.0835 | 0.2723 | 1.0835 | 1.0409 |
266
+ | No log | 7.0492 | 430 | 1.1013 | 0.3099 | 1.1013 | 1.0494 |
267
+ | No log | 7.0820 | 432 | 1.1598 | 0.2788 | 1.1598 | 1.0769 |
268
+ | No log | 7.1148 | 434 | 1.1509 | 0.2470 | 1.1509 | 1.0728 |
269
+ | No log | 7.1475 | 436 | 1.1444 | 0.3094 | 1.1444 | 1.0698 |
270
+ | No log | 7.1803 | 438 | 1.1356 | 0.3313 | 1.1356 | 1.0656 |
271
+ | No log | 7.2131 | 440 | 1.1698 | 0.3114 | 1.1698 | 1.0816 |
272
+ | No log | 7.2459 | 442 | 1.2203 | 0.2740 | 1.2203 | 1.1047 |
273
+ | No log | 7.2787 | 444 | 1.2629 | 0.2387 | 1.2629 | 1.1238 |
274
+ | No log | 7.3115 | 446 | 1.2150 | 0.2462 | 1.2150 | 1.1023 |
275
+ | No log | 7.3443 | 448 | 1.1574 | 0.3146 | 1.1574 | 1.0758 |
276
+ | No log | 7.3770 | 450 | 1.1302 | 0.3514 | 1.1302 | 1.0631 |
277
+ | No log | 7.4098 | 452 | 1.0972 | 0.3176 | 1.0972 | 1.0475 |
278
+ | No log | 7.4426 | 454 | 1.0873 | 0.2898 | 1.0873 | 1.0427 |
279
+ | No log | 7.4754 | 456 | 1.0994 | 0.3243 | 1.0994 | 1.0485 |
280
+ | No log | 7.5082 | 458 | 1.1247 | 0.3103 | 1.1247 | 1.0605 |
281
+ | No log | 7.5410 | 460 | 1.1271 | 0.3103 | 1.1271 | 1.0616 |
282
+ | No log | 7.5738 | 462 | 1.1542 | 0.2759 | 1.1542 | 1.0744 |
283
+ | No log | 7.6066 | 464 | 1.1931 | 0.2418 | 1.1931 | 1.0923 |
284
+ | No log | 7.6393 | 466 | 1.1554 | 0.2293 | 1.1554 | 1.0749 |
285
+ | No log | 7.6721 | 468 | 1.0837 | 0.2785 | 1.0837 | 1.0410 |
286
+ | No log | 7.7049 | 470 | 1.0585 | 0.3590 | 1.0585 | 1.0288 |
287
+ | No log | 7.7377 | 472 | 1.0736 | 0.3464 | 1.0736 | 1.0362 |
288
+ | No log | 7.7705 | 474 | 1.0751 | 0.4031 | 1.0751 | 1.0369 |
289
+ | No log | 7.8033 | 476 | 1.0577 | 0.3464 | 1.0577 | 1.0284 |
290
+ | No log | 7.8361 | 478 | 1.0297 | 0.3134 | 1.0297 | 1.0147 |
291
+ | No log | 7.8689 | 480 | 1.0511 | 0.2804 | 1.0511 | 1.0252 |
292
+ | No log | 7.9016 | 482 | 1.0683 | 0.2712 | 1.0683 | 1.0336 |
293
+ | No log | 7.9344 | 484 | 1.0762 | 0.2529 | 1.0762 | 1.0374 |
294
+ | No log | 7.9672 | 486 | 1.1219 | 0.2478 | 1.1219 | 1.0592 |
295
+ | No log | 8.0 | 488 | 1.1120 | 0.2431 | 1.1120 | 1.0545 |
296
+ | No log | 8.0328 | 490 | 1.0700 | 0.2785 | 1.0700 | 1.0344 |
297
+ | No log | 8.0656 | 492 | 1.0643 | 0.3205 | 1.0643 | 1.0316 |
298
+ | No log | 8.0984 | 494 | 1.0756 | 0.3677 | 1.0756 | 1.0371 |
299
+ | No log | 8.1311 | 496 | 1.0741 | 0.3677 | 1.0741 | 1.0364 |
300
+ | No log | 8.1639 | 498 | 1.0621 | 0.3677 | 1.0621 | 1.0306 |
301
+ | 0.3076 | 8.1967 | 500 | 1.0437 | 0.3496 | 1.0437 | 1.0216 |
302
+ | 0.3076 | 8.2295 | 502 | 1.0892 | 0.2727 | 1.0892 | 1.0436 |
303
+ | 0.3076 | 8.2623 | 504 | 1.1333 | 0.3260 | 1.1333 | 1.0646 |
304
+ | 0.3076 | 8.2951 | 506 | 1.1025 | 0.3519 | 1.1025 | 1.0500 |
305
+ | 0.3076 | 8.3279 | 508 | 1.0836 | 0.2786 | 1.0836 | 1.0409 |
306
+ | 0.3076 | 8.3607 | 510 | 1.0699 | 0.4002 | 1.0699 | 1.0343 |
307
+ | 0.3076 | 8.3934 | 512 | 1.0698 | 0.4065 | 1.0698 | 1.0343 |
308
+ | 0.3076 | 8.4262 | 514 | 1.0703 | 0.3478 | 1.0703 | 1.0346 |
309
+ | 0.3076 | 8.4590 | 516 | 1.0773 | 0.3535 | 1.0773 | 1.0379 |
310
+ | 0.3076 | 8.4918 | 518 | 1.0839 | 0.3811 | 1.0839 | 1.0411 |
311
+ | 0.3076 | 8.5246 | 520 | 1.1219 | 0.2839 | 1.1219 | 1.0592 |
312
+ | 0.3076 | 8.5574 | 522 | 1.2015 | 0.2755 | 1.2015 | 1.0961 |
313
+ | 0.3076 | 8.5902 | 524 | 1.1816 | 0.2424 | 1.1816 | 1.0870 |
314
+ | 0.3076 | 8.6230 | 526 | 1.1619 | 0.2198 | 1.1619 | 1.0779 |
315
+ | 0.3076 | 8.6557 | 528 | 1.1043 | 0.3200 | 1.1043 | 1.0509 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
316
 
317
 
318
  ### Framework versions
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