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BERiT_2000_custom_architecture_300_epochs
This model is a fine-tuned version of roberta-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 3.7539
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0005
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 300
Training results
Training Loss | Epoch | Step | Validation Loss |
---|---|---|---|
16.9522 | 0.19 | 500 | 8.9110 |
8.1663 | 0.39 | 1000 | 7.6129 |
7.4169 | 0.58 | 1500 | 7.0763 |
6.986 | 0.77 | 2000 | 6.8622 |
6.867 | 0.97 | 2500 | 6.7466 |
6.7472 | 1.16 | 3000 | 6.5698 |
6.6284 | 1.36 | 3500 | 6.4532 |
6.5708 | 1.55 | 4000 | 6.3080 |
6.5123 | 1.74 | 4500 | 6.3716 |
6.4619 | 1.94 | 5000 | 6.2711 |
6.4596 | 2.13 | 5500 | 6.3147 |
6.4407 | 2.32 | 6000 | 6.2327 |
6.3668 | 2.52 | 6500 | 6.2272 |
6.4037 | 2.71 | 7000 | 6.1710 |
6.3446 | 2.9 | 7500 | 6.2018 |
6.3164 | 3.1 | 8000 | 6.2128 |
6.3208 | 3.29 | 8500 | 6.1826 |
6.2957 | 3.49 | 9000 | 6.1787 |
6.3112 | 3.68 | 9500 | 6.1344 |
6.2746 | 3.87 | 10000 | 6.1777 |
6.3207 | 4.07 | 10500 | 6.1327 |
6.2534 | 4.26 | 11000 | 6.1097 |
6.2566 | 4.45 | 11500 | 6.2141 |
6.2536 | 4.65 | 12000 | 6.1309 |
6.2531 | 4.84 | 12500 | 6.1652 |
6.2389 | 5.03 | 13000 | 6.1563 |
6.2337 | 5.23 | 13500 | 6.1723 |
6.2347 | 5.42 | 14000 | 6.1454 |
6.2244 | 5.62 | 14500 | 6.1824 |
6.217 | 5.81 | 15000 | 6.1406 |
6.2143 | 6.0 | 15500 | 6.1105 |
6.2238 | 6.2 | 16000 | 6.1406 |
6.2021 | 6.39 | 16500 | 6.0873 |
6.209 | 6.58 | 17000 | 6.1186 |
6.1927 | 6.78 | 17500 | 6.1397 |
6.1669 | 6.97 | 18000 | 6.0674 |
6.1938 | 7.16 | 18500 | 6.1061 |
6.1861 | 7.36 | 19000 | 6.0005 |
6.1896 | 7.55 | 19500 | 6.0958 |
6.1903 | 7.75 | 20000 | 6.1051 |
6.1975 | 7.94 | 20500 | 6.1247 |
6.1668 | 8.13 | 21000 | 6.1151 |
6.1692 | 8.33 | 21500 | 6.0780 |
6.1641 | 8.52 | 22000 | 6.0889 |
6.1378 | 8.71 | 22500 | 6.1192 |
6.1697 | 8.91 | 23000 | 6.1112 |
6.1462 | 9.1 | 23500 | 6.1386 |
6.16 | 9.3 | 24000 | 6.0589 |
6.1291 | 9.49 | 24500 | 6.0793 |
6.1246 | 9.68 | 25000 | 6.0752 |
6.1592 | 9.88 | 25500 | 6.1065 |
6.1494 | 10.07 | 26000 | 6.0758 |
6.0946 | 10.26 | 26500 | 6.1001 |
6.1127 | 10.46 | 27000 | 6.1084 |
6.0995 | 10.65 | 27500 | 6.1079 |
6.1205 | 10.84 | 28000 | 6.0846 |
6.1286 | 11.04 | 28500 | 6.0344 |
6.1081 | 11.23 | 29000 | 6.1353 |
6.1403 | 11.43 | 29500 | 6.0531 |
6.1206 | 11.62 | 30000 | 6.1139 |
6.1109 | 11.81 | 30500 | 6.0940 |
6.1029 | 12.01 | 31000 | 6.0823 |
6.0578 | 12.2 | 31500 | 6.0052 |
6.096 | 12.39 | 32000 | 6.1617 |
6.0679 | 12.59 | 32500 | 6.0964 |
6.0785 | 12.78 | 33000 | 6.0737 |
6.0874 | 12.97 | 33500 | 6.0553 |
6.0981 | 13.17 | 34000 | 6.0471 |
6.0767 | 13.36 | 34500 | 6.0850 |
6.0511 | 13.56 | 35000 | 6.0626 |
6.0567 | 13.75 | 35500 | 6.0790 |
6.0494 | 13.94 | 36000 | 6.0461 |
6.0809 | 14.14 | 36500 | 5.9744 |
6.0648 | 14.33 | 37000 | 6.0164 |
6.0683 | 14.52 | 37500 | 5.9956 |
6.071 | 14.72 | 38000 | 6.0579 |
6.0635 | 14.91 | 38500 | 5.9820 |
6.0238 | 15.1 | 39000 | 6.0697 |
6.0295 | 15.3 | 39500 | 6.0214 |
6.0477 | 15.49 | 40000 | 5.9726 |
6.0193 | 15.69 | 40500 | 5.9846 |
6.0267 | 15.88 | 41000 | 5.9988 |
6.0158 | 16.07 | 41500 | 6.0475 |
6.0163 | 16.27 | 42000 | 5.9755 |
5.9986 | 16.46 | 42500 | 5.9494 |
5.9661 | 16.65 | 43000 | 6.0009 |
6.0373 | 16.85 | 43500 | 5.9742 |
5.9878 | 17.04 | 44000 | 5.9637 |
5.9787 | 17.23 | 44500 | 5.9743 |
5.9978 | 17.43 | 45000 | 5.9333 |
5.9696 | 17.62 | 45500 | 5.9368 |
5.9842 | 17.82 | 46000 | 5.9308 |
5.9809 | 18.01 | 46500 | 5.8660 |
5.9522 | 18.2 | 47000 | 5.8846 |
5.922 | 18.4 | 47500 | 5.9345 |
5.9744 | 18.59 | 48000 | 5.9245 |
5.9611 | 18.78 | 48500 | 5.8120 |
5.9268 | 18.98 | 49000 | 5.8440 |
5.914 | 19.17 | 49500 | 5.8932 |
5.9292 | 19.36 | 50000 | 5.8620 |
5.97 | 19.56 | 50500 | 5.8297 |
5.9128 | 19.75 | 51000 | 5.8660 |
5.9216 | 19.95 | 51500 | 5.8298 |
5.8946 | 20.14 | 52000 | 5.8322 |
5.9119 | 20.33 | 52500 | 5.8148 |
5.9267 | 20.53 | 53000 | 5.8193 |
5.9188 | 20.72 | 53500 | 5.8215 |
5.8924 | 20.91 | 54000 | 5.8100 |
5.8784 | 21.11 | 54500 | 5.8363 |
5.8788 | 21.3 | 55000 | 5.7994 |
5.9074 | 21.49 | 55500 | 5.8015 |
5.8436 | 21.69 | 56000 | 5.8494 |
5.8951 | 21.88 | 56500 | 5.7625 |
5.8976 | 22.08 | 57000 | 5.7718 |
5.858 | 22.27 | 57500 | 5.8135 |
5.8591 | 22.46 | 58000 | 5.7601 |
5.8495 | 22.66 | 58500 | 5.7963 |
5.851 | 22.85 | 59000 | 5.7392 |
5.8729 | 23.04 | 59500 | 5.7481 |
5.8511 | 23.24 | 60000 | 5.7311 |
5.8311 | 23.43 | 60500 | 5.7804 |
5.8618 | 23.63 | 61000 | 5.7693 |
5.8234 | 23.82 | 61500 | 5.7171 |
5.8277 | 24.01 | 62000 | 5.7622 |
5.8195 | 24.21 | 62500 | 5.6685 |
5.8384 | 24.4 | 63000 | 5.7206 |
5.8554 | 24.59 | 63500 | 5.6702 |
5.8347 | 24.79 | 64000 | 5.6942 |
5.8361 | 24.98 | 64500 | 5.7179 |
5.8316 | 25.17 | 65000 | 5.6923 |
5.8141 | 25.37 | 65500 | 5.6180 |
5.79 | 25.56 | 66000 | 5.6689 |
5.7781 | 25.76 | 66500 | 5.6765 |
5.7983 | 25.95 | 67000 | 5.6267 |
5.8008 | 26.14 | 67500 | 5.6744 |
5.8112 | 26.34 | 68000 | 5.6266 |
5.7586 | 26.53 | 68500 | 5.7231 |
5.7545 | 26.72 | 69000 | 5.6387 |
5.7797 | 26.92 | 69500 | 5.6266 |
5.7842 | 27.11 | 70000 | 5.6042 |
5.7585 | 27.3 | 70500 | 5.6138 |
5.7526 | 27.5 | 71000 | 5.6323 |
5.7523 | 27.69 | 71500 | 5.5835 |
5.7371 | 27.89 | 72000 | 5.5304 |
5.7466 | 28.08 | 72500 | 5.5504 |
5.7253 | 28.27 | 73000 | 5.5658 |
5.7068 | 28.47 | 73500 | 5.5304 |
5.7028 | 28.66 | 74000 | 5.5744 |
5.7343 | 28.85 | 74500 | 5.4966 |
5.7035 | 29.05 | 75000 | 5.5054 |
5.721 | 29.24 | 75500 | 5.5339 |
5.6815 | 29.43 | 76000 | 5.4959 |
5.6954 | 29.63 | 76500 | 5.5128 |
5.6527 | 29.82 | 77000 | 5.4835 |
5.6863 | 30.02 | 77500 | 5.5087 |
5.6732 | 30.21 | 78000 | 5.4656 |
5.6938 | 30.4 | 78500 | 5.3936 |
5.6702 | 30.6 | 79000 | 5.4200 |
5.6286 | 30.79 | 79500 | 5.3934 |
5.6006 | 30.98 | 80000 | 5.3250 |
5.657 | 31.18 | 80500 | 5.4124 |
5.6228 | 31.37 | 81000 | 5.3518 |
5.6216 | 31.56 | 81500 | 5.3737 |
5.6717 | 31.76 | 82000 | 5.3643 |
5.6067 | 31.95 | 82500 | 5.2769 |
5.6013 | 32.15 | 83000 | 5.2818 |
5.6052 | 32.34 | 83500 | 5.2783 |
5.6305 | 32.53 | 84000 | 5.2968 |
5.5735 | 32.73 | 84500 | 5.2239 |
5.5977 | 32.92 | 85000 | 5.2259 |
5.566 | 33.11 | 85500 | 5.2586 |
5.583 | 33.31 | 86000 | 5.2019 |
5.5797 | 33.5 | 86500 | 5.2385 |
5.5493 | 33.69 | 87000 | 5.2032 |
5.5763 | 33.89 | 87500 | 5.2056 |
5.5426 | 34.08 | 88000 | 5.1492 |
5.5564 | 34.28 | 88500 | 5.1104 |
5.5293 | 34.47 | 89000 | 5.1866 |
5.5466 | 34.66 | 89500 | 5.1298 |
5.5164 | 34.86 | 90000 | 5.1126 |
5.5128 | 35.05 | 90500 | 5.1117 |
5.4932 | 35.24 | 91000 | 5.0997 |
5.5143 | 35.44 | 91500 | 5.0582 |
5.5198 | 35.63 | 92000 | 5.0847 |
5.4956 | 35.82 | 92500 | 5.0537 |
5.4656 | 36.02 | 93000 | 5.0211 |
5.4691 | 36.21 | 93500 | 5.0386 |
5.455 | 36.41 | 94000 | 4.9669 |
5.4655 | 36.6 | 94500 | 5.0079 |
5.4284 | 36.79 | 95000 | 4.9545 |
5.4653 | 36.99 | 95500 | 4.9604 |
5.4478 | 37.18 | 96000 | 5.0106 |
5.4238 | 37.37 | 96500 | 5.0241 |
5.4289 | 37.57 | 97000 | 4.9634 |
5.4401 | 37.76 | 97500 | 4.9713 |
5.4228 | 37.96 | 98000 | 4.9180 |
5.3823 | 38.15 | 98500 | 4.9579 |
5.3807 | 38.34 | 99000 | 4.9821 |
5.4051 | 38.54 | 99500 | 4.9048 |
5.4068 | 38.73 | 100000 | 4.9794 |
5.3806 | 38.92 | 100500 | 4.8924 |
5.3787 | 39.12 | 101000 | 4.9721 |
5.373 | 39.31 | 101500 | 4.8619 |
5.3535 | 39.5 | 102000 | 4.8739 |
5.3553 | 39.7 | 102500 | 4.8822 |
5.3684 | 39.89 | 103000 | 4.8375 |
5.3651 | 40.09 | 103500 | 4.8965 |
5.3364 | 40.28 | 104000 | 4.8892 |
5.3116 | 40.47 | 104500 | 4.8207 |
5.3574 | 40.67 | 105000 | 4.8075 |
5.3149 | 40.86 | 105500 | 4.8710 |
5.3229 | 41.05 | 106000 | 4.8612 |
5.3196 | 41.25 | 106500 | 4.8658 |
5.3491 | 41.44 | 107000 | 4.8101 |
5.3168 | 41.63 | 107500 | 4.8695 |
5.3069 | 41.83 | 108000 | 4.7564 |
5.3354 | 42.02 | 108500 | 4.8087 |
5.2812 | 42.22 | 109000 | 4.8556 |
5.323 | 42.41 | 109500 | 4.7746 |
5.3131 | 42.6 | 110000 | 4.7964 |
5.2687 | 42.8 | 110500 | 4.7651 |
5.3097 | 42.99 | 111000 | 4.7218 |
5.3022 | 43.18 | 111500 | 4.7834 |
5.2639 | 43.38 | 112000 | 4.7565 |
5.2349 | 43.57 | 112500 | 4.7702 |
5.2766 | 43.76 | 113000 | 4.7087 |
5.2222 | 43.96 | 113500 | 4.7460 |
5.2497 | 44.15 | 114000 | 4.7490 |
5.2537 | 44.35 | 114500 | 4.8014 |
5.2717 | 44.54 | 115000 | 4.7151 |
5.2574 | 44.73 | 115500 | 4.7336 |
5.2236 | 44.93 | 116000 | 4.6716 |
5.2458 | 45.12 | 116500 | 4.6785 |
5.217 | 45.31 | 117000 | 4.6629 |
5.2593 | 45.51 | 117500 | 4.6590 |
5.1968 | 45.7 | 118000 | 4.6158 |
5.2277 | 45.89 | 118500 | 4.6929 |
5.2419 | 46.09 | 119000 | 4.7360 |
5.2011 | 46.28 | 119500 | 4.6762 |
5.239 | 46.48 | 120000 | 4.6222 |
5.2286 | 46.67 | 120500 | 4.6125 |
5.2237 | 46.86 | 121000 | 4.6593 |
5.1979 | 47.06 | 121500 | 4.6591 |
5.213 | 47.25 | 122000 | 4.6504 |
5.1961 | 47.44 | 122500 | 4.6221 |
5.1989 | 47.64 | 123000 | 4.5854 |
5.2301 | 47.83 | 123500 | 4.6606 |
5.1746 | 48.02 | 124000 | 4.6273 |
5.1797 | 48.22 | 124500 | 4.5993 |
5.185 | 48.41 | 125000 | 4.6348 |
5.1789 | 48.61 | 125500 | 4.5819 |
5.1659 | 48.8 | 126000 | 4.6313 |
5.1508 | 48.99 | 126500 | 4.6518 |
5.1793 | 49.19 | 127000 | 4.6154 |
5.1711 | 49.38 | 127500 | 4.5890 |
5.1567 | 49.57 | 128000 | 4.6029 |
5.1476 | 49.77 | 128500 | 4.5689 |
5.1912 | 49.96 | 129000 | 4.5694 |
5.1378 | 50.15 | 129500 | 4.6156 |
5.1316 | 50.35 | 130000 | 4.5593 |
5.1767 | 50.54 | 130500 | 4.5718 |
5.1334 | 50.74 | 131000 | 4.6042 |
5.1276 | 50.93 | 131500 | 4.5483 |
5.1814 | 51.12 | 132000 | 4.5743 |
5.1522 | 51.32 | 132500 | 4.5551 |
5.185 | 51.51 | 133000 | 4.6073 |
5.1032 | 51.7 | 133500 | 4.5313 |
5.1303 | 51.9 | 134000 | 4.5682 |
5.1391 | 52.09 | 134500 | 4.5497 |
5.1136 | 52.29 | 135000 | 4.5475 |
5.1138 | 52.48 | 135500 | 4.5105 |
5.1437 | 52.67 | 136000 | 4.5205 |
5.1286 | 52.87 | 136500 | 4.6159 |
5.1251 | 53.06 | 137000 | 4.4569 |
5.1311 | 53.25 | 137500 | 4.5083 |
5.1312 | 53.45 | 138000 | 4.5029 |
5.0941 | 53.64 | 138500 | 4.5275 |
5.0955 | 53.83 | 139000 | 4.5153 |
5.0965 | 54.03 | 139500 | 4.5107 |
5.0809 | 54.22 | 140000 | 4.5077 |
5.1134 | 54.42 | 140500 | 4.5015 |
5.073 | 54.61 | 141000 | 4.4812 |
5.1119 | 54.8 | 141500 | 4.5355 |
5.0792 | 55.0 | 142000 | 4.4974 |
5.1243 | 55.19 | 142500 | 4.4563 |
5.0875 | 55.38 | 143000 | 4.5421 |
5.0582 | 55.58 | 143500 | 4.5394 |
5.1028 | 55.77 | 144000 | 4.4885 |
5.0805 | 55.96 | 144500 | 4.5136 |
5.0498 | 56.16 | 145000 | 4.4646 |
5.0976 | 56.35 | 145500 | 4.4891 |
5.0603 | 56.55 | 146000 | 4.4534 |
5.0947 | 56.74 | 146500 | 4.4412 |
5.1361 | 56.93 | 147000 | 4.4330 |
5.0895 | 57.13 | 147500 | 4.4430 |
5.0785 | 57.32 | 148000 | 4.4305 |
5.0442 | 57.51 | 148500 | 4.4598 |
5.1064 | 57.71 | 149000 | 4.4743 |
5.0591 | 57.9 | 149500 | 4.4836 |
5.0568 | 58.09 | 150000 | 4.4463 |
5.0729 | 58.29 | 150500 | 4.4670 |
5.0657 | 58.48 | 151000 | 4.4729 |
5.0603 | 58.68 | 151500 | 4.4534 |
5.0556 | 58.87 | 152000 | 4.4383 |
5.0023 | 59.06 | 152500 | 4.4362 |
5.0542 | 59.26 | 153000 | 4.4143 |
5.0398 | 59.45 | 153500 | 4.4662 |
5.0648 | 59.64 | 154000 | 4.4464 |
5.073 | 59.84 | 154500 | 4.4150 |
5.0472 | 60.03 | 155000 | 4.4131 |
5.0502 | 60.22 | 155500 | 4.4167 |
5.0119 | 60.42 | 156000 | 4.4163 |
5.0626 | 60.61 | 156500 | 4.4148 |
5.0229 | 60.81 | 157000 | 4.3859 |
5.0697 | 61.0 | 157500 | 4.4120 |
5.0213 | 61.19 | 158000 | 4.4531 |
5.0062 | 61.39 | 158500 | 4.4760 |
5.0186 | 61.58 | 159000 | 4.4366 |
5.0068 | 61.77 | 159500 | 4.4158 |
5.0004 | 61.97 | 160000 | 4.4361 |
5.0243 | 62.16 | 160500 | 4.4213 |
5.0097 | 62.35 | 161000 | 4.3862 |
5.055 | 62.55 | 161500 | 4.3693 |
4.9915 | 62.74 | 162000 | 4.3700 |
4.9991 | 62.94 | 162500 | 4.3973 |
4.9879 | 63.13 | 163000 | 4.3870 |
5.0388 | 63.32 | 163500 | 4.3672 |
5.0223 | 63.52 | 164000 | 4.3397 |
5.0239 | 63.71 | 164500 | 4.3286 |
5.017 | 63.9 | 165000 | 4.3394 |
5.0069 | 64.1 | 165500 | 4.3207 |
4.953 | 64.29 | 166000 | 4.3789 |
4.9729 | 64.48 | 166500 | 4.3435 |
4.9855 | 64.68 | 167000 | 4.4258 |
4.9909 | 64.87 | 167500 | 4.3731 |
4.9733 | 65.07 | 168000 | 4.3679 |
5.0143 | 65.26 | 168500 | 4.3832 |
4.9908 | 65.45 | 169000 | 4.3475 |
4.992 | 65.65 | 169500 | 4.3718 |
4.9962 | 65.84 | 170000 | 4.2999 |
4.981 | 66.03 | 170500 | 4.3674 |
4.9637 | 66.23 | 171000 | 4.3125 |
4.9799 | 66.42 | 171500 | 4.2848 |
4.9645 | 66.62 | 172000 | 4.3470 |
4.9747 | 66.81 | 172500 | 4.3077 |
4.9769 | 67.0 | 173000 | 4.3566 |
4.9902 | 67.2 | 173500 | 4.3377 |
4.9795 | 67.39 | 174000 | 4.3172 |
4.9603 | 67.58 | 174500 | 4.3093 |
4.9768 | 67.78 | 175000 | 4.2766 |
4.9529 | 67.97 | 175500 | 4.3183 |
4.977 | 68.16 | 176000 | 4.3411 |
4.9781 | 68.36 | 176500 | 4.3312 |
4.9424 | 68.55 | 177000 | 4.3348 |
4.9923 | 68.75 | 177500 | 4.2607 |
4.9728 | 68.94 | 178000 | 4.3534 |
4.9658 | 69.13 | 178500 | 4.2954 |
4.951 | 69.33 | 179000 | 4.3089 |
4.9309 | 69.52 | 179500 | 4.3107 |
4.9367 | 69.71 | 180000 | 4.3052 |
4.9313 | 69.91 | 180500 | 4.3571 |
4.9665 | 70.1 | 181000 | 4.3170 |
4.9632 | 70.29 | 181500 | 4.2793 |
4.9511 | 70.49 | 182000 | 4.3523 |
4.9153 | 70.68 | 182500 | 4.3051 |
4.9375 | 70.88 | 183000 | 4.2827 |
4.9676 | 71.07 | 183500 | 4.2893 |
4.9562 | 71.26 | 184000 | 4.2544 |
4.9568 | 71.46 | 184500 | 4.2932 |
4.96 | 71.65 | 185000 | 4.2862 |
4.8844 | 71.84 | 185500 | 4.2966 |
4.9631 | 72.04 | 186000 | 4.2486 |
4.9235 | 72.23 | 186500 | 4.2349 |
4.8913 | 72.42 | 187000 | 4.2181 |
4.9396 | 72.62 | 187500 | 4.2467 |
4.9141 | 72.81 | 188000 | 4.2913 |
4.8829 | 73.01 | 188500 | 4.3110 |
4.9499 | 73.2 | 189000 | 4.2263 |
4.9236 | 73.39 | 189500 | 4.2444 |
4.9609 | 73.59 | 190000 | 4.2891 |
4.9082 | 73.78 | 190500 | 4.2462 |
4.9537 | 73.97 | 191000 | 4.2577 |
4.8979 | 74.17 | 191500 | 4.2436 |
4.9612 | 74.36 | 192000 | 4.2138 |
4.9502 | 74.55 | 192500 | 4.2867 |
4.9291 | 74.75 | 193000 | 4.2684 |
4.9176 | 74.94 | 193500 | 4.2534 |
4.938 | 75.14 | 194000 | 4.2275 |
4.9213 | 75.33 | 194500 | 4.2614 |
4.9067 | 75.52 | 195000 | 4.2548 |
4.89 | 75.72 | 195500 | 4.2240 |
4.8905 | 75.91 | 196000 | 4.2711 |
4.8884 | 76.1 | 196500 | 4.2527 |
4.8865 | 76.3 | 197000 | 4.2209 |
4.9 | 76.49 | 197500 | 4.2850 |
4.9298 | 76.68 | 198000 | 4.2142 |
4.9079 | 76.88 | 198500 | 4.2309 |
4.9079 | 77.07 | 199000 | 4.2565 |
4.9012 | 77.27 | 199500 | 4.2085 |
4.9144 | 77.46 | 200000 | 4.2764 |
4.8739 | 77.65 | 200500 | 4.2000 |
4.8832 | 77.85 | 201000 | 4.1590 |
4.895 | 78.04 | 201500 | 4.1892 |
4.8681 | 78.23 | 202000 | 4.2119 |
4.8712 | 78.43 | 202500 | 4.2424 |
4.8789 | 78.62 | 203000 | 4.2552 |
4.9051 | 78.81 | 203500 | 4.1895 |
4.863 | 79.01 | 204000 | 4.2049 |
4.8645 | 79.2 | 204500 | 4.2085 |
4.8878 | 79.4 | 205000 | 4.1915 |
4.883 | 79.59 | 205500 | 4.1998 |
4.8768 | 79.78 | 206000 | 4.2169 |
4.8724 | 79.98 | 206500 | 4.2121 |
4.8602 | 80.17 | 207000 | 4.2160 |
4.8782 | 80.36 | 207500 | 4.2096 |
4.9144 | 80.56 | 208000 | 4.1951 |
4.872 | 80.75 | 208500 | 4.2047 |
4.8888 | 80.95 | 209000 | 4.2055 |
4.8866 | 81.14 | 209500 | 4.2144 |
4.8475 | 81.33 | 210000 | 4.1485 |
4.861 | 81.53 | 210500 | 4.1835 |
4.8853 | 81.72 | 211000 | 4.1500 |
4.8788 | 81.91 | 211500 | 4.2163 |
4.8975 | 82.11 | 212000 | 4.1585 |
4.9137 | 82.3 | 212500 | 4.1982 |
4.8585 | 82.49 | 213000 | 4.2155 |
4.8364 | 82.69 | 213500 | 4.2001 |
4.8776 | 82.88 | 214000 | 4.2212 |
4.8654 | 83.08 | 214500 | 4.1266 |
4.8575 | 83.27 | 215000 | 4.1814 |
4.8683 | 83.46 | 215500 | 4.1618 |
4.8155 | 83.66 | 216000 | 4.1402 |
4.8135 | 83.85 | 216500 | 4.1776 |
4.8427 | 84.04 | 217000 | 4.1631 |
4.8292 | 84.24 | 217500 | 4.1829 |
4.8681 | 84.43 | 218000 | 4.2051 |
4.851 | 84.62 | 218500 | 4.1327 |
4.8411 | 84.82 | 219000 | 4.2096 |
4.8273 | 85.01 | 219500 | 4.1542 |
4.8222 | 85.21 | 220000 | 4.1215 |
4.8582 | 85.4 | 220500 | 4.1392 |
4.819 | 85.59 | 221000 | 4.1605 |
4.8419 | 85.79 | 221500 | 4.1477 |
4.8294 | 85.98 | 222000 | 4.1659 |
4.8483 | 86.17 | 222500 | 4.1314 |
4.8244 | 86.37 | 223000 | 4.0937 |
4.8271 | 86.56 | 223500 | 4.1137 |
4.8116 | 86.75 | 224000 | 4.1564 |
4.8183 | 86.95 | 224500 | 4.1315 |
4.8069 | 87.14 | 225000 | 4.1395 |
4.8169 | 87.34 | 225500 | 4.1738 |
4.7889 | 87.53 | 226000 | 4.1677 |
4.8317 | 87.72 | 226500 | 4.1521 |
4.8601 | 87.92 | 227000 | 4.1631 |
4.8179 | 88.11 | 227500 | 4.1209 |
4.8122 | 88.3 | 228000 | 4.1167 |
4.8574 | 88.5 | 228500 | 4.0810 |
4.8159 | 88.69 | 229000 | 4.1180 |
4.827 | 88.88 | 229500 | 4.0709 |
4.824 | 89.08 | 230000 | 4.1356 |
4.8078 | 89.27 | 230500 | 4.1044 |
4.7889 | 89.47 | 231000 | 4.1265 |
4.8345 | 89.66 | 231500 | 4.1276 |
4.8184 | 89.85 | 232000 | 4.1358 |
4.8576 | 90.05 | 232500 | 4.1166 |
4.8089 | 90.24 | 233000 | 4.0949 |
4.8255 | 90.43 | 233500 | 4.1112 |
4.8425 | 90.63 | 234000 | 4.0945 |
4.8428 | 90.82 | 234500 | 4.0885 |
4.8376 | 91.01 | 235000 | 4.0675 |
4.8276 | 91.21 | 235500 | 4.0973 |
4.8056 | 91.4 | 236000 | 4.0735 |
4.8224 | 91.6 | 236500 | 4.0736 |
4.8051 | 91.79 | 237000 | 4.1225 |
4.8081 | 91.98 | 237500 | 4.1064 |
4.8055 | 92.18 | 238000 | 4.0642 |
4.7774 | 92.37 | 238500 | 4.1103 |
4.7622 | 92.56 | 239000 | 4.0660 |
4.8115 | 92.76 | 239500 | 4.1239 |
4.8196 | 92.95 | 240000 | 4.1091 |
4.8097 | 93.14 | 240500 | 4.0441 |
4.7832 | 93.34 | 241000 | 4.0874 |
4.789 | 93.53 | 241500 | 4.1084 |
4.8171 | 93.73 | 242000 | 4.0836 |
4.7854 | 93.92 | 242500 | 4.0817 |
4.7902 | 94.11 | 243000 | 4.0831 |
4.7504 | 94.31 | 243500 | 4.0722 |
4.8137 | 94.5 | 244000 | 4.0687 |
4.7836 | 94.69 | 244500 | 4.0521 |
4.815 | 94.89 | 245000 | 4.1441 |
4.8044 | 95.08 | 245500 | 4.0690 |
4.7521 | 95.27 | 246000 | 4.0552 |
4.7936 | 95.47 | 246500 | 4.0945 |
4.7869 | 95.66 | 247000 | 4.0931 |
4.8068 | 95.86 | 247500 | 4.0481 |
4.7566 | 96.05 | 248000 | 4.0970 |
4.7675 | 96.24 | 248500 | 4.1318 |
4.7716 | 96.44 | 249000 | 4.1120 |
4.7893 | 96.63 | 249500 | 4.0750 |
4.7685 | 96.82 | 250000 | 4.0232 |
4.8002 | 97.02 | 250500 | 4.0825 |
4.7323 | 97.21 | 251000 | 4.0588 |
4.7711 | 97.41 | 251500 | 4.0468 |
4.8065 | 97.6 | 252000 | 4.0779 |
4.7384 | 97.79 | 252500 | 4.0277 |
4.7978 | 97.99 | 253000 | 4.0648 |
4.7777 | 98.18 | 253500 | 4.0370 |
4.7529 | 98.37 | 254000 | 4.0805 |
4.7455 | 98.57 | 254500 | 4.0663 |
4.7767 | 98.76 | 255000 | 4.0177 |
4.756 | 98.95 | 255500 | 4.1182 |
4.7747 | 99.15 | 256000 | 4.0255 |
4.7443 | 99.34 | 256500 | 4.0033 |
4.7486 | 99.54 | 257000 | 4.0518 |
4.7528 | 99.73 | 257500 | 4.0430 |
4.7525 | 99.92 | 258000 | 4.0652 |
4.7579 | 100.12 | 258500 | 4.0605 |
4.762 | 100.31 | 259000 | 3.9984 |
4.7519 | 100.5 | 259500 | 4.0406 |
4.7967 | 100.7 | 260000 | 4.0538 |
4.7469 | 100.89 | 260500 | 3.9663 |
4.7412 | 101.08 | 261000 | 4.0285 |
4.768 | 101.28 | 261500 | 4.0259 |
4.7698 | 101.47 | 262000 | 4.0721 |
4.7547 | 101.67 | 262500 | 4.0468 |
4.6865 | 101.86 | 263000 | 4.0161 |
4.7429 | 102.05 | 263500 | 4.0526 |
4.7215 | 102.25 | 264000 | 4.0260 |
4.7427 | 102.44 | 264500 | 3.9832 |
4.7453 | 102.63 | 265000 | 4.0318 |
4.7894 | 102.83 | 265500 | 3.9968 |
4.7347 | 103.02 | 266000 | 4.0412 |
4.7434 | 103.21 | 266500 | 3.9503 |
4.7268 | 103.41 | 267000 | 3.9544 |
4.7203 | 103.6 | 267500 | 4.0178 |
4.7354 | 103.8 | 268000 | 4.0224 |
4.7215 | 103.99 | 268500 | 3.9974 |
4.7717 | 104.18 | 269000 | 3.9753 |
4.7326 | 104.38 | 269500 | 4.0074 |
4.7331 | 104.57 | 270000 | 3.9766 |
4.7162 | 104.76 | 270500 | 4.0518 |
4.7435 | 104.96 | 271000 | 4.0145 |
4.7311 | 105.15 | 271500 | 3.9906 |
4.7463 | 105.34 | 272000 | 4.0022 |
4.7181 | 105.54 | 272500 | 4.0120 |
4.7478 | 105.73 | 273000 | 3.9551 |
4.7272 | 105.93 | 273500 | 3.9411 |
4.7277 | 106.12 | 274000 | 4.0395 |
4.7241 | 106.31 | 274500 | 3.9673 |
4.7541 | 106.51 | 275000 | 3.9985 |
4.7475 | 106.7 | 275500 | 3.9675 |
4.7039 | 106.89 | 276000 | 4.0138 |
4.706 | 107.09 | 276500 | 3.9646 |
4.6869 | 107.28 | 277000 | 3.9369 |
4.7253 | 107.47 | 277500 | 3.9470 |
4.7161 | 107.67 | 278000 | 3.9433 |
4.727 | 107.86 | 278500 | 3.9015 |
4.7515 | 108.06 | 279000 | 3.9788 |
4.6792 | 108.25 | 279500 | 3.9960 |
4.7335 | 108.44 | 280000 | 4.0222 |
4.7405 | 108.64 | 280500 | 3.9113 |
4.7015 | 108.83 | 281000 | 4.0084 |
4.7037 | 109.02 | 281500 | 3.9912 |
4.6642 | 109.22 | 282000 | 3.9869 |
4.6953 | 109.41 | 282500 | 3.9513 |
4.7552 | 109.6 | 283000 | 3.9930 |
4.7558 | 109.8 | 283500 | 3.9745 |
4.7252 | 109.99 | 284000 | 3.9724 |
4.7466 | 110.19 | 284500 | 3.9658 |
4.6949 | 110.38 | 285000 | 3.9858 |
4.7408 | 110.57 | 285500 | 3.9928 |
4.7033 | 110.77 | 286000 | 3.8945 |
4.7068 | 110.96 | 286500 | 3.9398 |
4.7119 | 111.15 | 287000 | 3.9697 |
4.7126 | 111.35 | 287500 | 4.0029 |
4.6971 | 111.54 | 288000 | 3.9734 |
4.7213 | 111.74 | 288500 | 3.9883 |
4.7126 | 111.93 | 289000 | 3.9763 |
4.6676 | 112.12 | 289500 | 4.0047 |
4.6957 | 112.32 | 290000 | 3.9414 |
4.6879 | 112.51 | 290500 | 3.9370 |
4.6936 | 112.7 | 291000 | 3.9308 |
4.718 | 112.9 | 291500 | 3.9631 |
4.6618 | 113.09 | 292000 | 3.9204 |
4.6985 | 113.28 | 292500 | 3.9416 |
4.7126 | 113.48 | 293000 | 4.0166 |
4.7156 | 113.67 | 293500 | 3.9563 |
4.7048 | 113.87 | 294000 | 3.9580 |
4.7 | 114.06 | 294500 | 3.9759 |
4.6987 | 114.25 | 295000 | 3.9949 |
4.6961 | 114.45 | 295500 | 3.9339 |
4.686 | 114.64 | 296000 | 3.9282 |
4.6815 | 114.83 | 296500 | 3.9163 |
4.681 | 115.03 | 297000 | 3.9438 |
4.7078 | 115.22 | 297500 | 3.9712 |
4.7158 | 115.41 | 298000 | 3.9192 |
4.7056 | 115.61 | 298500 | 3.9723 |
4.6493 | 115.8 | 299000 | 3.9604 |
4.6944 | 116.0 | 299500 | 3.9456 |
4.7004 | 116.19 | 300000 | 3.9580 |
4.6875 | 116.38 | 300500 | 3.9071 |
4.7134 | 116.58 | 301000 | 3.9324 |
4.6291 | 116.77 | 301500 | 3.9292 |
4.6846 | 116.96 | 302000 | 3.9333 |
4.6453 | 117.16 | 302500 | 3.9345 |
4.6799 | 117.35 | 303000 | 3.9060 |
4.7213 | 117.54 | 303500 | 3.9004 |
4.6864 | 117.74 | 304000 | 3.9363 |
4.6775 | 117.93 | 304500 | 3.9704 |
4.665 | 118.13 | 305000 | 3.9058 |
4.6671 | 118.32 | 305500 | 3.9627 |
4.6553 | 118.51 | 306000 | 3.9097 |
4.6551 | 118.71 | 306500 | 3.9277 |
4.6437 | 118.9 | 307000 | 3.8575 |
4.7136 | 119.09 | 307500 | 3.8897 |
4.6935 | 119.29 | 308000 | 3.9096 |
4.6506 | 119.48 | 308500 | 3.9384 |
4.6947 | 119.67 | 309000 | 3.8878 |
4.6783 | 119.87 | 309500 | 3.8733 |
4.7008 | 120.06 | 310000 | 3.9087 |
4.6759 | 120.26 | 310500 | 3.8968 |
4.6441 | 120.45 | 311000 | 3.8814 |
4.6701 | 120.64 | 311500 | 3.8965 |
4.6161 | 120.84 | 312000 | 3.9550 |
4.6742 | 121.03 | 312500 | 3.8936 |
4.6449 | 121.22 | 313000 | 3.9266 |
4.6966 | 121.42 | 313500 | 3.9185 |
4.6798 | 121.61 | 314000 | 3.9125 |
4.673 | 121.8 | 314500 | 3.9277 |
4.6656 | 122.0 | 315000 | 3.8738 |
4.6682 | 122.19 | 315500 | 3.9399 |
4.641 | 122.39 | 316000 | 3.8624 |
4.6639 | 122.58 | 316500 | 3.8995 |
4.6786 | 122.77 | 317000 | 3.9387 |
4.6693 | 122.97 | 317500 | 3.9139 |
4.6628 | 123.16 | 318000 | 3.8813 |
4.6395 | 123.35 | 318500 | 3.9184 |
4.644 | 123.55 | 319000 | 3.9036 |
4.6733 | 123.74 | 319500 | 3.8987 |
4.6195 | 123.93 | 320000 | 3.9436 |
4.6734 | 124.13 | 320500 | 3.9154 |
4.6453 | 124.32 | 321000 | 3.8580 |
4.6097 | 124.52 | 321500 | 3.9309 |
4.664 | 124.71 | 322000 | 3.8965 |
4.6307 | 124.9 | 322500 | 3.9321 |
4.615 | 125.1 | 323000 | 3.8793 |
4.6536 | 125.29 | 323500 | 3.8882 |
4.6704 | 125.48 | 324000 | 3.9046 |
4.655 | 125.68 | 324500 | 3.8909 |
4.6452 | 125.87 | 325000 | 3.8988 |
4.6314 | 126.07 | 325500 | 3.9177 |
4.6661 | 126.26 | 326000 | 3.8642 |
4.6529 | 126.45 | 326500 | 3.8375 |
4.6662 | 126.65 | 327000 | 3.8602 |
4.6144 | 126.84 | 327500 | 3.8113 |
4.6303 | 127.03 | 328000 | 3.8733 |
4.6267 | 127.23 | 328500 | 3.9518 |
4.6412 | 127.42 | 329000 | 3.8833 |
4.6373 | 127.61 | 329500 | 3.8682 |
4.6787 | 127.81 | 330000 | 3.8960 |
4.6382 | 128.0 | 330500 | 3.9066 |
4.625 | 128.2 | 331000 | 3.9539 |
4.6292 | 128.39 | 331500 | 3.9209 |
4.6426 | 128.58 | 332000 | 3.8877 |
4.6298 | 128.78 | 332500 | 3.8742 |
4.6295 | 128.97 | 333000 | 3.8857 |
4.5906 | 129.16 | 333500 | 3.9312 |
4.6567 | 129.36 | 334000 | 3.9175 |
4.6161 | 129.55 | 334500 | 3.8726 |
4.6197 | 129.74 | 335000 | 3.8578 |
4.6516 | 129.94 | 335500 | 3.8547 |
4.6256 | 130.13 | 336000 | 3.8969 |
4.6283 | 130.33 | 336500 | 3.8465 |
4.6547 | 130.52 | 337000 | 3.8358 |
4.629 | 130.71 | 337500 | 3.8296 |
4.5954 | 130.91 | 338000 | 3.8811 |
4.6188 | 131.1 | 338500 | 3.8714 |
4.6364 | 131.29 | 339000 | 3.9127 |
4.6382 | 131.49 | 339500 | 3.9016 |
4.6217 | 131.68 | 340000 | 3.8880 |
4.616 | 131.87 | 340500 | 3.8875 |
4.6483 | 132.07 | 341000 | 3.8607 |
4.6067 | 132.26 | 341500 | 3.8856 |
4.5954 | 132.46 | 342000 | 3.8674 |
4.6636 | 132.65 | 342500 | 3.8798 |
4.6554 | 132.84 | 343000 | 3.8560 |
4.6087 | 133.04 | 343500 | 3.9152 |
4.6375 | 133.23 | 344000 | 3.8718 |
4.6452 | 133.42 | 344500 | 3.9041 |
4.583 | 133.62 | 345000 | 3.9471 |
4.6727 | 133.81 | 345500 | 3.9089 |
4.6051 | 134.0 | 346000 | 3.8115 |
4.6082 | 134.2 | 346500 | 3.9272 |
4.606 | 134.39 | 347000 | 3.8726 |
4.6486 | 134.59 | 347500 | 3.8743 |
4.6363 | 134.78 | 348000 | 3.8422 |
4.5661 | 134.97 | 348500 | 3.9116 |
4.6036 | 135.17 | 349000 | 3.8523 |
4.5853 | 135.36 | 349500 | 3.8945 |
4.585 | 135.55 | 350000 | 3.8112 |
4.5966 | 135.75 | 350500 | 3.8977 |
4.6217 | 135.94 | 351000 | 3.8311 |
4.6001 | 136.13 | 351500 | 3.8662 |
4.5966 | 136.33 | 352000 | 3.8352 |
4.5804 | 136.52 | 352500 | 3.9098 |
4.6012 | 136.72 | 353000 | 3.8571 |
4.6253 | 136.91 | 353500 | 3.8275 |
4.6012 | 137.1 | 354000 | 3.8946 |
4.6165 | 137.3 | 354500 | 3.8568 |
4.571 | 137.49 | 355000 | 3.8601 |
4.5978 | 137.68 | 355500 | 3.8809 |
4.6184 | 137.88 | 356000 | 3.8936 |
4.5972 | 138.07 | 356500 | 3.8120 |
4.6122 | 138.26 | 357000 | 3.9199 |
4.573 | 138.46 | 357500 | 3.8651 |
4.5959 | 138.65 | 358000 | 3.8496 |
4.5881 | 138.85 | 358500 | 3.8595 |
4.6154 | 139.04 | 359000 | 3.8963 |
4.5701 | 139.23 | 359500 | 3.8728 |
4.5823 | 139.43 | 360000 | 3.8673 |
4.5659 | 139.62 | 360500 | 3.8702 |
4.5799 | 139.81 | 361000 | 3.9207 |
4.5991 | 140.01 | 361500 | 3.8689 |
4.5924 | 140.2 | 362000 | 3.8514 |
4.5908 | 140.4 | 362500 | 3.8410 |
4.6052 | 140.59 | 363000 | 3.8631 |
4.5765 | 140.78 | 363500 | 3.8286 |
4.5911 | 140.98 | 364000 | 3.8900 |
4.5843 | 141.17 | 364500 | 3.8797 |
4.6081 | 141.36 | 365000 | 3.8736 |
4.5502 | 141.56 | 365500 | 3.8499 |
4.6143 | 141.75 | 366000 | 3.8184 |
4.6094 | 141.94 | 366500 | 3.8618 |
4.6068 | 142.14 | 367000 | 3.8169 |
4.6014 | 142.33 | 367500 | 3.8837 |
4.5953 | 142.53 | 368000 | 3.8403 |
4.5945 | 142.72 | 368500 | 3.8953 |
4.5664 | 142.91 | 369000 | 3.8199 |
4.5395 | 143.11 | 369500 | 3.7918 |
4.5916 | 143.3 | 370000 | 3.8787 |
4.5887 | 143.49 | 370500 | 3.7964 |
4.5533 | 143.69 | 371000 | 3.8793 |
4.6356 | 143.88 | 371500 | 3.8549 |
4.5179 | 144.07 | 372000 | 3.8656 |
4.5936 | 144.27 | 372500 | 3.8091 |
4.5978 | 144.46 | 373000 | 3.8674 |
4.5815 | 144.66 | 373500 | 3.8663 |
4.5832 | 144.85 | 374000 | 3.8453 |
4.6093 | 145.04 | 374500 | 3.8059 |
4.6043 | 145.24 | 375000 | 3.8394 |
4.5705 | 145.43 | 375500 | 3.8288 |
4.5398 | 145.62 | 376000 | 3.8316 |
4.5799 | 145.82 | 376500 | 3.8410 |
4.6059 | 146.01 | 377000 | 3.7712 |
4.5633 | 146.2 | 377500 | 3.8259 |
4.5821 | 146.4 | 378000 | 3.8730 |
4.574 | 146.59 | 378500 | 3.8557 |
4.5991 | 146.79 | 379000 | 3.8189 |
4.5586 | 146.98 | 379500 | 3.9009 |
4.5588 | 147.17 | 380000 | 3.7984 |
4.5735 | 147.37 | 380500 | 3.8791 |
4.5633 | 147.56 | 381000 | 3.8870 |
4.5657 | 147.75 | 381500 | 3.8487 |
4.5829 | 147.95 | 382000 | 3.8697 |
4.5576 | 148.14 | 382500 | 3.8498 |
4.5647 | 148.33 | 383000 | 3.9022 |
4.5623 | 148.53 | 383500 | 3.8299 |
4.5854 | 148.72 | 384000 | 3.8383 |
4.5239 | 148.92 | 384500 | 3.8681 |
4.5519 | 149.11 | 385000 | 3.8518 |
4.564 | 149.3 | 385500 | 3.8058 |
4.5976 | 149.5 | 386000 | 3.8560 |
4.5606 | 149.69 | 386500 | 3.8417 |
4.5564 | 149.88 | 387000 | 3.8465 |
4.569 | 150.08 | 387500 | 3.8467 |
4.5348 | 150.27 | 388000 | 3.9143 |
4.5143 | 150.46 | 388500 | 3.8514 |
4.5699 | 150.66 | 389000 | 3.8205 |
4.6165 | 150.85 | 389500 | 3.8654 |
4.5831 | 151.05 | 390000 | 3.8254 |
4.5837 | 151.24 | 390500 | 3.8315 |
4.5667 | 151.43 | 391000 | 3.8551 |
4.556 | 151.63 | 391500 | 3.8308 |
4.5166 | 151.82 | 392000 | 3.8314 |
4.5394 | 152.01 | 392500 | 3.8282 |
4.5539 | 152.21 | 393000 | 3.8354 |
4.5779 | 152.4 | 393500 | 3.8223 |
4.5729 | 152.59 | 394000 | 3.8747 |
4.5958 | 152.79 | 394500 | 3.8310 |
4.5783 | 152.98 | 395000 | 3.7950 |
4.5573 | 153.18 | 395500 | 3.8179 |
4.5504 | 153.37 | 396000 | 3.7955 |
4.5887 | 153.56 | 396500 | 3.8743 |
4.5322 | 153.76 | 397000 | 3.8548 |
4.4904 | 153.95 | 397500 | 3.8210 |
4.5547 | 154.14 | 398000 | 3.7772 |
4.548 | 154.34 | 398500 | 3.8445 |
4.5375 | 154.53 | 399000 | 3.8047 |
4.5316 | 154.73 | 399500 | 3.8459 |
4.5846 | 154.92 | 400000 | 3.8857 |
4.5493 | 155.11 | 400500 | 3.8531 |
4.5709 | 155.31 | 401000 | 3.7906 |
4.5527 | 155.5 | 401500 | 3.8113 |
4.577 | 155.69 | 402000 | 3.8838 |
4.5199 | 155.89 | 402500 | 3.8304 |
4.5328 | 156.08 | 403000 | 3.8627 |
4.5421 | 156.27 | 403500 | 3.7931 |
4.595 | 156.47 | 404000 | 3.8241 |
4.5449 | 156.66 | 404500 | 3.7679 |
4.5351 | 156.86 | 405000 | 3.7351 |
4.5686 | 157.05 | 405500 | 3.8023 |
4.5526 | 157.24 | 406000 | 3.8438 |
4.59 | 157.44 | 406500 | 3.7931 |
4.522 | 157.63 | 407000 | 3.8592 |
4.5629 | 157.82 | 407500 | 3.7999 |
4.5168 | 158.02 | 408000 | 3.8488 |
4.5411 | 158.21 | 408500 | 3.8728 |
4.5265 | 158.4 | 409000 | 3.7994 |
4.5245 | 158.6 | 409500 | 3.8334 |
4.555 | 158.79 | 410000 | 3.8380 |
4.582 | 158.99 | 410500 | 3.8661 |
4.552 | 159.18 | 411000 | 3.8140 |
4.5108 | 159.37 | 411500 | 3.8728 |
4.5464 | 159.57 | 412000 | 3.8026 |
4.5251 | 159.76 | 412500 | 3.8300 |
4.5481 | 159.95 | 413000 | 3.8547 |
4.5061 | 160.15 | 413500 | 3.8826 |
4.5306 | 160.34 | 414000 | 3.7873 |
4.5616 | 160.53 | 414500 | 3.8312 |
4.5418 | 160.73 | 415000 | 3.7919 |
4.5485 | 160.92 | 415500 | 3.8423 |
4.5087 | 161.12 | 416000 | 3.8397 |
4.5295 | 161.31 | 416500 | 3.8212 |
4.516 | 161.5 | 417000 | 3.8088 |
4.5771 | 161.7 | 417500 | 3.8442 |
4.5476 | 161.89 | 418000 | 3.8312 |
4.5261 | 162.08 | 418500 | 3.7767 |
4.5609 | 162.28 | 419000 | 3.7883 |
4.546 | 162.47 | 419500 | 3.8553 |
4.5803 | 162.66 | 420000 | 3.8383 |
4.5417 | 162.86 | 420500 | 3.8041 |
4.5028 | 163.05 | 421000 | 3.8304 |
4.4995 | 163.25 | 421500 | 3.8331 |
4.5074 | 163.44 | 422000 | 3.8196 |
4.5386 | 163.63 | 422500 | 3.7935 |
4.4996 | 163.83 | 423000 | 3.8181 |
4.5311 | 164.02 | 423500 | 3.8904 |
4.5481 | 164.21 | 424000 | 3.8157 |
4.5379 | 164.41 | 424500 | 3.8154 |
4.5219 | 164.6 | 425000 | 3.8068 |
4.5478 | 164.79 | 425500 | 3.7879 |
4.5011 | 164.99 | 426000 | 3.8026 |
4.5052 | 165.18 | 426500 | 3.8184 |
4.5122 | 165.38 | 427000 | 3.7860 |
4.521 | 165.57 | 427500 | 3.8074 |
4.5261 | 165.76 | 428000 | 3.8253 |
4.5207 | 165.96 | 428500 | 3.8082 |
4.536 | 166.15 | 429000 | 3.7862 |
4.5225 | 166.34 | 429500 | 3.7764 |
4.4926 | 166.54 | 430000 | 3.8510 |
4.506 | 166.73 | 430500 | 3.8226 |
4.5166 | 166.92 | 431000 | 3.7958 |
4.5187 | 167.12 | 431500 | 3.8004 |
4.5278 | 167.31 | 432000 | 3.7886 |
4.5215 | 167.51 | 432500 | 3.7730 |
4.5276 | 167.7 | 433000 | 3.8103 |
4.5262 | 167.89 | 433500 | 3.7518 |
4.5174 | 168.09 | 434000 | 3.7924 |
4.5286 | 168.28 | 434500 | 3.8166 |
4.547 | 168.47 | 435000 | 3.7758 |
4.5279 | 168.67 | 435500 | 3.8113 |
4.5308 | 168.86 | 436000 | 3.7769 |
4.5161 | 169.05 | 436500 | 3.8219 |
4.4677 | 169.25 | 437000 | 3.8227 |
4.5056 | 169.44 | 437500 | 3.8161 |
4.5093 | 169.64 | 438000 | 3.8073 |
4.5094 | 169.83 | 438500 | 3.8511 |
4.5595 | 170.02 | 439000 | 3.7997 |
4.5281 | 170.22 | 439500 | 3.7707 |
4.4872 | 170.41 | 440000 | 3.8196 |
4.4987 | 170.6 | 440500 | 3.8056 |
4.526 | 170.8 | 441000 | 3.8421 |
4.5029 | 170.99 | 441500 | 3.8208 |
4.509 | 171.19 | 442000 | 3.7261 |
4.5074 | 171.38 | 442500 | 3.7950 |
4.508 | 171.57 | 443000 | 3.8019 |
4.5199 | 171.77 | 443500 | 3.8339 |
4.5232 | 171.96 | 444000 | 3.8096 |
4.5069 | 172.15 | 444500 | 3.7590 |
4.496 | 172.35 | 445000 | 3.8424 |
4.5261 | 172.54 | 445500 | 3.8158 |
4.5028 | 172.73 | 446000 | 3.8431 |
4.4862 | 172.93 | 446500 | 3.8378 |
4.4997 | 173.12 | 447000 | 3.7490 |
4.5018 | 173.32 | 447500 | 3.7780 |
4.5152 | 173.51 | 448000 | 3.8075 |
4.4995 | 173.7 | 448500 | 3.7372 |
4.4697 | 173.9 | 449000 | 3.8494 |
4.4787 | 174.09 | 449500 | 3.7614 |
4.5071 | 174.28 | 450000 | 3.7761 |
4.4938 | 174.48 | 450500 | 3.7861 |
4.4911 | 174.67 | 451000 | 3.7452 |
4.5065 | 174.86 | 451500 | 3.7647 |
4.5101 | 175.06 | 452000 | 3.7927 |
4.5378 | 175.25 | 452500 | 3.7389 |
4.5186 | 175.45 | 453000 | 3.7580 |
4.4607 | 175.64 | 453500 | 3.7728 |
4.4654 | 175.83 | 454000 | 3.7964 |
4.4915 | 176.03 | 454500 | 3.7873 |
4.5065 | 176.22 | 455000 | 3.7094 |
4.5335 | 176.41 | 455500 | 3.7411 |
4.4851 | 176.61 | 456000 | 3.8593 |
4.488 | 176.8 | 456500 | 3.8160 |
4.4874 | 176.99 | 457000 | 3.7492 |
4.4521 | 177.19 | 457500 | 3.8754 |
4.5091 | 177.38 | 458000 | 3.8153 |
4.4719 | 177.58 | 458500 | 3.8044 |
4.5301 | 177.77 | 459000 | 3.7954 |
4.4833 | 177.96 | 459500 | 3.7902 |
4.4986 | 178.16 | 460000 | 3.7708 |
4.4668 | 178.35 | 460500 | 3.7988 |
4.4794 | 178.54 | 461000 | 3.8458 |
4.4747 | 178.74 | 461500 | 3.7382 |
4.534 | 178.93 | 462000 | 3.7788 |
4.5247 | 179.12 | 462500 | 3.7368 |
4.5051 | 179.32 | 463000 | 3.8064 |
4.5068 | 179.51 | 463500 | 3.7832 |
4.5215 | 179.71 | 464000 | 3.8433 |
4.5228 | 179.9 | 464500 | 3.7902 |
4.511 | 180.09 | 465000 | 3.8110 |
4.4908 | 180.29 | 465500 | 3.8474 |
4.5167 | 180.48 | 466000 | 3.7964 |
4.4688 | 180.67 | 466500 | 3.7576 |
4.4754 | 180.87 | 467000 | 3.7683 |
4.5117 | 181.06 | 467500 | 3.7668 |
4.5056 | 181.25 | 468000 | 3.8268 |
4.5231 | 181.45 | 468500 | 3.8510 |
4.505 | 181.64 | 469000 | 3.8339 |
4.4864 | 181.84 | 469500 | 3.8576 |
4.4832 | 182.03 | 470000 | 3.7598 |
4.5065 | 182.22 | 470500 | 3.7576 |
4.5159 | 182.42 | 471000 | 3.7750 |
4.5334 | 182.61 | 471500 | 3.8067 |
4.4856 | 182.8 | 472000 | 3.8034 |
4.4888 | 183.0 | 472500 | 3.7330 |
4.5001 | 183.19 | 473000 | 3.7569 |
4.4721 | 183.38 | 473500 | 3.8398 |
4.4844 | 183.58 | 474000 | 3.8055 |
4.509 | 183.77 | 474500 | 3.7942 |
4.5182 | 183.97 | 475000 | 3.8351 |
4.4708 | 184.16 | 475500 | 3.7524 |
4.4827 | 184.35 | 476000 | 3.8508 |
4.4728 | 184.55 | 476500 | 3.7620 |
4.4762 | 184.74 | 477000 | 3.7306 |
4.4792 | 184.93 | 477500 | 3.7595 |
4.4679 | 185.13 | 478000 | 3.7792 |
4.472 | 185.32 | 478500 | 3.7842 |
4.4714 | 185.52 | 479000 | 3.7340 |
4.4681 | 185.71 | 479500 | 3.7742 |
4.4753 | 185.9 | 480000 | 3.8126 |
4.48 | 186.1 | 480500 | 3.8123 |
4.5162 | 186.29 | 481000 | 3.7987 |
4.5291 | 186.48 | 481500 | 3.7967 |
4.4914 | 186.68 | 482000 | 3.7543 |
4.5029 | 186.87 | 482500 | 3.7324 |
4.4792 | 187.06 | 483000 | 3.7642 |
4.4704 | 187.26 | 483500 | 3.7758 |
4.4944 | 187.45 | 484000 | 3.7711 |
4.4816 | 187.65 | 484500 | 3.7634 |
4.4351 | 187.84 | 485000 | 3.7506 |
4.4615 | 188.03 | 485500 | 3.7076 |
4.4873 | 188.23 | 486000 | 3.8172 |
4.5089 | 188.42 | 486500 | 3.6974 |
4.4664 | 188.61 | 487000 | 3.8189 |
4.5216 | 188.81 | 487500 | 3.7866 |
4.4877 | 189.0 | 488000 | 3.7580 |
4.4514 | 189.19 | 488500 | 3.7704 |
4.463 | 189.39 | 489000 | 3.7768 |
4.4599 | 189.58 | 489500 | 3.8218 |
4.4675 | 189.78 | 490000 | 3.7927 |
4.4692 | 189.97 | 490500 | 3.8012 |
4.4337 | 190.16 | 491000 | 3.7171 |
4.4647 | 190.36 | 491500 | 3.8021 |
4.4744 | 190.55 | 492000 | 3.8291 |
4.4523 | 190.74 | 492500 | 3.7810 |
4.4664 | 190.94 | 493000 | 3.7272 |
4.4729 | 191.13 | 493500 | 3.7593 |
4.4906 | 191.32 | 494000 | 3.8151 |
4.4852 | 191.52 | 494500 | 3.7048 |
4.4858 | 191.71 | 495000 | 3.7727 |
4.4792 | 191.91 | 495500 | 3.7864 |
4.4644 | 192.1 | 496000 | 3.8176 |
4.471 | 192.29 | 496500 | 3.7776 |
4.4293 | 192.49 | 497000 | 3.8306 |
4.4912 | 192.68 | 497500 | 3.8264 |
4.5111 | 192.87 | 498000 | 3.7732 |
4.4334 | 193.07 | 498500 | 3.8171 |
4.4425 | 193.26 | 499000 | 3.7980 |
4.4424 | 193.45 | 499500 | 3.7936 |
4.5018 | 193.65 | 500000 | 3.8256 |
4.4856 | 193.84 | 500500 | 3.8110 |
4.451 | 194.04 | 501000 | 3.7189 |
4.4545 | 194.23 | 501500 | 3.7874 |
4.4473 | 194.42 | 502000 | 3.8012 |
4.4855 | 194.62 | 502500 | 3.7837 |
4.4431 | 194.81 | 503000 | 3.7577 |
4.4639 | 195.0 | 503500 | 3.8306 |
4.4747 | 195.2 | 504000 | 3.8066 |
4.4225 | 195.39 | 504500 | 3.7513 |
4.4884 | 195.58 | 505000 | 3.8208 |
4.5064 | 195.78 | 505500 | 3.7970 |
4.4757 | 195.97 | 506000 | 3.7305 |
4.458 | 196.17 | 506500 | 3.7442 |
4.4664 | 196.36 | 507000 | 3.7386 |
4.4943 | 196.55 | 507500 | 3.7230 |
4.4888 | 196.75 | 508000 | 3.7922 |
4.478 | 196.94 | 508500 | 3.7961 |
4.4991 | 197.13 | 509000 | 3.7577 |
4.4371 | 197.33 | 509500 | 3.7633 |
4.4762 | 197.52 | 510000 | 3.7329 |
4.462 | 197.71 | 510500 | 3.7962 |
4.4845 | 197.91 | 511000 | 3.7890 |
4.448 | 198.1 | 511500 | 3.7987 |
4.4555 | 198.3 | 512000 | 3.8571 |
4.4502 | 198.49 | 512500 | 3.7566 |
4.4276 | 198.68 | 513000 | 3.7229 |
4.4433 | 198.88 | 513500 | 3.7405 |
4.4587 | 199.07 | 514000 | 3.7869 |
4.4811 | 199.26 | 514500 | 3.8410 |
4.4249 | 199.46 | 515000 | 3.7830 |
4.4636 | 199.65 | 515500 | 3.7645 |
4.469 | 199.85 | 516000 | 3.8115 |
4.4291 | 200.04 | 516500 | 3.7876 |
4.4383 | 200.23 | 517000 | 3.7776 |
4.4527 | 200.43 | 517500 | 3.7575 |
4.4259 | 200.62 | 518000 | 3.7741 |
4.4452 | 200.81 | 518500 | 3.8267 |
4.4748 | 201.01 | 519000 | 3.7345 |
4.4563 | 201.2 | 519500 | 3.7362 |
4.4751 | 201.39 | 520000 | 3.7603 |
4.4129 | 201.59 | 520500 | 3.8103 |
4.4299 | 201.78 | 521000 | 3.8128 |
4.4597 | 201.98 | 521500 | 3.7539 |
4.4388 | 202.17 | 522000 | 3.7452 |
4.4322 | 202.36 | 522500 | 3.7702 |
4.4185 | 202.56 | 523000 | 3.7406 |
4.4694 | 202.75 | 523500 | 3.7609 |
4.4482 | 202.94 | 524000 | 3.8035 |
4.4724 | 203.14 | 524500 | 3.7972 |
4.4451 | 203.33 | 525000 | 3.7604 |
4.4716 | 203.52 | 525500 | 3.8156 |
4.4445 | 203.72 | 526000 | 3.7800 |
4.4455 | 203.91 | 526500 | 3.7258 |
4.4556 | 204.11 | 527000 | 3.7282 |
4.4118 | 204.3 | 527500 | 3.7355 |
4.4369 | 204.49 | 528000 | 3.7894 |
4.4596 | 204.69 | 528500 | 3.7722 |
4.4497 | 204.88 | 529000 | 3.7137 |
4.4813 | 205.07 | 529500 | 3.8013 |
4.4165 | 205.27 | 530000 | 3.7562 |
4.4489 | 205.46 | 530500 | 3.7456 |
4.4748 | 205.65 | 531000 | 3.8024 |
4.4235 | 205.85 | 531500 | 3.7211 |
4.4665 | 206.04 | 532000 | 3.8049 |
4.44 | 206.24 | 532500 | 3.7358 |
4.4069 | 206.43 | 533000 | 3.8257 |
4.4643 | 206.62 | 533500 | 3.7210 |
4.4411 | 206.82 | 534000 | 3.7289 |
4.3847 | 207.01 | 534500 | 3.7121 |
4.4355 | 207.2 | 535000 | 3.8179 |
4.4476 | 207.4 | 535500 | 3.7802 |
4.4221 | 207.59 | 536000 | 3.7889 |
4.45 | 207.78 | 536500 | 3.7790 |
4.4214 | 207.98 | 537000 | 3.7110 |
4.4371 | 208.17 | 537500 | 3.8074 |
4.4252 | 208.37 | 538000 | 3.7703 |
4.4086 | 208.56 | 538500 | 3.8287 |
4.4366 | 208.75 | 539000 | 3.7750 |
4.4552 | 208.95 | 539500 | 3.7610 |
4.4382 | 209.14 | 540000 | 3.8435 |
4.4048 | 209.33 | 540500 | 3.7615 |
4.4473 | 209.53 | 541000 | 3.7771 |
4.4087 | 209.72 | 541500 | 3.7973 |
4.42 | 209.91 | 542000 | 3.7401 |
4.3939 | 210.11 | 542500 | 3.7798 |
4.4532 | 210.3 | 543000 | 3.7676 |
4.4776 | 210.5 | 543500 | 3.7294 |
4.4119 | 210.69 | 544000 | 3.7258 |
4.4219 | 210.88 | 544500 | 3.7274 |
4.4635 | 211.08 | 545000 | 3.8622 |
4.416 | 211.27 | 545500 | 3.8180 |
4.4427 | 211.46 | 546000 | 3.7665 |
4.4894 | 211.66 | 546500 | 3.7528 |
4.406 | 211.85 | 547000 | 3.7842 |
4.4212 | 212.04 | 547500 | 3.7142 |
4.4089 | 212.24 | 548000 | 3.7997 |
4.3711 | 212.43 | 548500 | 3.7166 |
4.4153 | 212.63 | 549000 | 3.7100 |
4.4673 | 212.82 | 549500 | 3.7605 |
4.4441 | 213.01 | 550000 | 3.7052 |
4.3768 | 213.21 | 550500 | 3.7882 |
4.4398 | 213.4 | 551000 | 3.7714 |
4.465 | 213.59 | 551500 | 3.7097 |
4.4338 | 213.79 | 552000 | 3.7765 |
4.4635 | 213.98 | 552500 | 3.8355 |
4.4284 | 214.18 | 553000 | 3.7682 |
4.4303 | 214.37 | 553500 | 3.7555 |
4.4526 | 214.56 | 554000 | 3.7505 |
4.4429 | 214.76 | 554500 | 3.7928 |
4.4301 | 214.95 | 555000 | 3.7976 |
4.4344 | 215.14 | 555500 | 3.7985 |
4.468 | 215.34 | 556000 | 3.7372 |
4.4039 | 215.53 | 556500 | 3.8139 |
4.4116 | 215.72 | 557000 | 3.7724 |
4.4561 | 215.92 | 557500 | 3.7922 |
4.4298 | 216.11 | 558000 | 3.7404 |
4.4156 | 216.31 | 558500 | 3.7533 |
4.4452 | 216.5 | 559000 | 3.8061 |
4.415 | 216.69 | 559500 | 3.7862 |
4.452 | 216.89 | 560000 | 3.7899 |
4.442 | 217.08 | 560500 | 3.7399 |
4.4004 | 217.27 | 561000 | 3.7693 |
4.4547 | 217.47 | 561500 | 3.7819 |
4.3854 | 217.66 | 562000 | 3.7247 |
4.4293 | 217.85 | 562500 | 3.7745 |
4.427 | 218.05 | 563000 | 3.7609 |
4.4455 | 218.24 | 563500 | 3.7987 |
4.428 | 218.44 | 564000 | 3.7729 |
4.4268 | 218.63 | 564500 | 3.7123 |
4.3815 | 218.82 | 565000 | 3.8405 |
4.4234 | 219.02 | 565500 | 3.7698 |
4.4101 | 219.21 | 566000 | 3.7795 |
4.4451 | 219.4 | 566500 | 3.7893 |
4.4042 | 219.6 | 567000 | 3.7894 |
4.4231 | 219.79 | 567500 | 3.8601 |
4.4194 | 219.98 | 568000 | 3.7815 |
4.4274 | 220.18 | 568500 | 3.7543 |
4.4091 | 220.37 | 569000 | 3.8262 |
4.4349 | 220.57 | 569500 | 3.7895 |
4.3984 | 220.76 | 570000 | 3.8182 |
4.41 | 220.95 | 570500 | 3.8078 |
4.4413 | 221.15 | 571000 | 3.8275 |
4.3945 | 221.34 | 571500 | 3.7695 |
4.3801 | 221.53 | 572000 | 3.8497 |
4.4096 | 221.73 | 572500 | 3.7366 |
4.3897 | 221.92 | 573000 | 3.7686 |
4.4302 | 222.11 | 573500 | 3.7962 |
4.4382 | 222.31 | 574000 | 3.7389 |
4.4356 | 222.5 | 574500 | 3.8167 |
4.4066 | 222.7 | 575000 | 3.7821 |
4.3996 | 222.89 | 575500 | 3.8228 |
4.4434 | 223.08 | 576000 | 3.7875 |
4.4242 | 223.28 | 576500 | 3.7912 |
4.4123 | 223.47 | 577000 | 3.7764 |
4.4352 | 223.66 | 577500 | 3.7661 |
4.4225 | 223.86 | 578000 | 3.7896 |
4.4287 | 224.05 | 578500 | 3.7606 |
4.3787 | 224.24 | 579000 | 3.7801 |
4.395 | 224.44 | 579500 | 3.7971 |
4.431 | 224.63 | 580000 | 3.7207 |
4.4229 | 224.83 | 580500 | 3.7604 |
4.4051 | 225.02 | 581000 | 3.7581 |
4.4011 | 225.21 | 581500 | 3.7705 |
4.4085 | 225.41 | 582000 | 3.8168 |
4.4242 | 225.6 | 582500 | 3.6833 |
4.4087 | 225.79 | 583000 | 3.7402 |
4.4352 | 225.99 | 583500 | 3.7779 |
4.3992 | 226.18 | 584000 | 3.7470 |
4.4491 | 226.37 | 584500 | 3.7645 |
4.3845 | 226.57 | 585000 | 3.7534 |
4.3755 | 226.76 | 585500 | 3.7705 |
4.44 | 226.96 | 586000 | 3.7988 |
4.4081 | 227.15 | 586500 | 3.7379 |
4.3632 | 227.34 | 587000 | 3.7204 |
4.3928 | 227.54 | 587500 | 3.7627 |
4.4268 | 227.73 | 588000 | 3.8025 |
4.4242 | 227.92 | 588500 | 3.6739 |
4.4369 | 228.12 | 589000 | 3.7443 |
4.4111 | 228.31 | 589500 | 3.7970 |
4.4501 | 228.51 | 590000 | 3.7810 |
4.4192 | 228.7 | 590500 | 3.7930 |
4.3677 | 228.89 | 591000 | 3.7907 |
4.4364 | 229.09 | 591500 | 3.7907 |
4.3925 | 229.28 | 592000 | 3.7535 |
4.4574 | 229.47 | 592500 | 3.8090 |
4.4607 | 229.67 | 593000 | 3.7601 |
4.4128 | 229.86 | 593500 | 3.7392 |
4.394 | 230.05 | 594000 | 3.7319 |
4.403 | 230.25 | 594500 | 3.7786 |
4.4286 | 230.44 | 595000 | 3.8157 |
4.471 | 230.64 | 595500 | 3.8275 |
4.3714 | 230.83 | 596000 | 3.8030 |
4.4032 | 231.02 | 596500 | 3.7927 |
4.4435 | 231.22 | 597000 | 3.8126 |
4.3674 | 231.41 | 597500 | 3.7743 |
4.387 | 231.6 | 598000 | 3.6794 |
4.4568 | 231.8 | 598500 | 3.7829 |
4.3751 | 231.99 | 599000 | 3.7797 |
4.3844 | 232.18 | 599500 | 3.7447 |
4.3757 | 232.38 | 600000 | 3.7593 |
4.4091 | 232.57 | 600500 | 3.7933 |
4.4272 | 232.77 | 601000 | 3.8266 |
4.4378 | 232.96 | 601500 | 3.7810 |
4.407 | 233.15 | 602000 | 3.7796 |
4.4061 | 233.35 | 602500 | 3.8177 |
4.4359 | 233.54 | 603000 | 3.7518 |
4.4189 | 233.73 | 603500 | 3.7833 |
4.3903 | 233.93 | 604000 | 3.7547 |
4.4202 | 234.12 | 604500 | 3.8064 |
4.4179 | 234.31 | 605000 | 3.7837 |
4.4401 | 234.51 | 605500 | 3.7622 |
4.3426 | 234.7 | 606000 | 3.6885 |
4.3902 | 234.9 | 606500 | 3.8106 |
4.389 | 235.09 | 607000 | 3.7477 |
4.3799 | 235.28 | 607500 | 3.7176 |
4.4161 | 235.48 | 608000 | 3.7355 |
4.4089 | 235.67 | 608500 | 3.7252 |
4.4388 | 235.86 | 609000 | 3.7290 |
4.3989 | 236.06 | 609500 | 3.7751 |
4.3914 | 236.25 | 610000 | 3.7574 |
4.4035 | 236.44 | 610500 | 3.7683 |
4.3963 | 236.64 | 611000 | 3.8000 |
4.4238 | 236.83 | 611500 | 3.7771 |
4.3968 | 237.03 | 612000 | 3.7393 |
4.3951 | 237.22 | 612500 | 3.7639 |
4.3971 | 237.41 | 613000 | 3.7444 |
4.3994 | 237.61 | 613500 | 3.7491 |
4.3738 | 237.8 | 614000 | 3.7945 |
4.4026 | 237.99 | 614500 | 3.7443 |
4.4125 | 238.19 | 615000 | 3.7721 |
4.3896 | 238.38 | 615500 | 3.8042 |
4.3732 | 238.57 | 616000 | 3.7749 |
4.3905 | 238.77 | 616500 | 3.7881 |
4.3803 | 238.96 | 617000 | 3.7338 |
4.4119 | 239.16 | 617500 | 3.7932 |
4.4405 | 239.35 | 618000 | 3.8205 |
4.3768 | 239.54 | 618500 | 3.7980 |
4.4072 | 239.74 | 619000 | 3.7693 |
4.3918 | 239.93 | 619500 | 3.7716 |
4.4025 | 240.12 | 620000 | 3.7927 |
4.3752 | 240.32 | 620500 | 3.8019 |
4.3856 | 240.51 | 621000 | 3.8039 |
4.4058 | 240.7 | 621500 | 3.7408 |
4.4105 | 240.9 | 622000 | 3.7460 |
4.3852 | 241.09 | 622500 | 3.8080 |
4.3882 | 241.29 | 623000 | 3.7785 |
4.3463 | 241.48 | 623500 | 3.6994 |
4.397 | 241.67 | 624000 | 3.7767 |
4.362 | 241.87 | 624500 | 3.7195 |
4.3657 | 242.06 | 625000 | 3.7247 |
4.3685 | 242.25 | 625500 | 3.7250 |
4.405 | 242.45 | 626000 | 3.7008 |
4.4284 | 242.64 | 626500 | 3.7295 |
4.3805 | 242.84 | 627000 | 3.6939 |
4.3803 | 243.03 | 627500 | 3.7508 |
4.4091 | 243.22 | 628000 | 3.8096 |
4.3786 | 243.42 | 628500 | 3.7661 |
4.3555 | 243.61 | 629000 | 3.7677 |
4.3901 | 243.8 | 629500 | 3.7252 |
4.3507 | 244.0 | 630000 | 3.8266 |
4.375 | 244.19 | 630500 | 3.6976 |
4.3734 | 244.38 | 631000 | 3.7445 |
4.362 | 244.58 | 631500 | 3.7313 |
4.4152 | 244.77 | 632000 | 3.7099 |
4.4107 | 244.97 | 632500 | 3.7696 |
4.4037 | 245.16 | 633000 | 3.8380 |
4.3663 | 245.35 | 633500 | 3.6988 |
4.3694 | 245.55 | 634000 | 3.7648 |
4.403 | 245.74 | 634500 | 3.7820 |
4.3833 | 245.93 | 635000 | 3.6975 |
4.3768 | 246.13 | 635500 | 3.7985 |
4.415 | 246.32 | 636000 | 3.8031 |
4.3735 | 246.51 | 636500 | 3.7298 |
4.4345 | 246.71 | 637000 | 3.7319 |
4.39 | 246.9 | 637500 | 3.7382 |
4.3796 | 247.1 | 638000 | 3.7317 |
4.3355 | 247.29 | 638500 | 3.7636 |
4.3935 | 247.48 | 639000 | 3.6845 |
4.4177 | 247.68 | 639500 | 3.7559 |
4.3526 | 247.87 | 640000 | 3.7677 |
4.3523 | 248.06 | 640500 | 3.7112 |
4.3445 | 248.26 | 641000 | 3.7476 |
4.4113 | 248.45 | 641500 | 3.7986 |
4.3744 | 248.64 | 642000 | 3.7814 |
4.3724 | 248.84 | 642500 | 3.7558 |
4.3623 | 249.03 | 643000 | 3.7773 |
4.3457 | 249.23 | 643500 | 3.7275 |
4.3753 | 249.42 | 644000 | 3.8261 |
4.3912 | 249.61 | 644500 | 3.7279 |
4.4068 | 249.81 | 645000 | 3.6921 |
4.3722 | 250.0 | 645500 | 3.7348 |
4.3684 | 250.19 | 646000 | 3.7670 |
4.3779 | 250.39 | 646500 | 3.7289 |
4.3675 | 250.58 | 647000 | 3.7619 |
4.4003 | 250.77 | 647500 | 3.7830 |
4.3995 | 250.97 | 648000 | 3.7581 |
4.3951 | 251.16 | 648500 | 3.7086 |
4.3633 | 251.36 | 649000 | 3.7750 |
4.3734 | 251.55 | 649500 | 3.8203 |
4.3559 | 251.74 | 650000 | 3.6992 |
4.3882 | 251.94 | 650500 | 3.8341 |
4.3496 | 252.13 | 651000 | 3.7838 |
4.376 | 252.32 | 651500 | 3.7391 |
4.3845 | 252.52 | 652000 | 3.7304 |
4.3774 | 252.71 | 652500 | 3.6837 |
4.3541 | 252.9 | 653000 | 3.7310 |
4.3324 | 253.1 | 653500 | 3.6898 |
4.3793 | 253.29 | 654000 | 3.7116 |
4.3475 | 253.49 | 654500 | 3.7622 |
4.3621 | 253.68 | 655000 | 3.7413 |
4.3782 | 253.87 | 655500 | 3.7177 |
4.3641 | 254.07 | 656000 | 3.7224 |
4.3623 | 254.26 | 656500 | 3.6992 |
4.3615 | 254.45 | 657000 | 3.7359 |
4.414 | 254.65 | 657500 | 3.7146 |
4.3822 | 254.84 | 658000 | 3.7154 |
4.3696 | 255.03 | 658500 | 3.7157 |
4.3983 | 255.23 | 659000 | 3.7449 |
4.3987 | 255.42 | 659500 | 3.7699 |
4.4025 | 255.62 | 660000 | 3.7297 |
4.3658 | 255.81 | 660500 | 3.7429 |
4.384 | 256.0 | 661000 | 3.7647 |
4.3454 | 256.2 | 661500 | 3.7539 |
4.3767 | 256.39 | 662000 | 3.7670 |
4.3599 | 256.58 | 662500 | 3.7211 |
4.3821 | 256.78 | 663000 | 3.7745 |
4.3544 | 256.97 | 663500 | 3.7131 |
4.3689 | 257.16 | 664000 | 3.7765 |
4.4092 | 257.36 | 664500 | 3.7430 |
4.3306 | 257.55 | 665000 | 3.7394 |
4.3807 | 257.75 | 665500 | 3.7995 |
4.353 | 257.94 | 666000 | 3.6244 |
4.3682 | 258.13 | 666500 | 3.6704 |
4.3411 | 258.33 | 667000 | 3.7824 |
4.3345 | 258.52 | 667500 | 3.7872 |
4.3524 | 258.71 | 668000 | 3.7292 |
4.4072 | 258.91 | 668500 | 3.7360 |
4.3774 | 259.1 | 669000 | 3.7457 |
4.3744 | 259.3 | 669500 | 3.7348 |
4.3588 | 259.49 | 670000 | 3.7007 |
4.3364 | 259.68 | 670500 | 3.7385 |
4.3505 | 259.88 | 671000 | 3.6964 |
4.3628 | 260.07 | 671500 | 3.7622 |
4.4194 | 260.26 | 672000 | 3.7665 |
4.3544 | 260.46 | 672500 | 3.7410 |
4.403 | 260.65 | 673000 | 3.7735 |
4.3286 | 260.84 | 673500 | 3.7720 |
4.3603 | 261.04 | 674000 | 3.7574 |
4.3399 | 261.23 | 674500 | 3.7768 |
4.3228 | 261.43 | 675000 | 3.7516 |
4.383 | 261.62 | 675500 | 3.6472 |
4.3647 | 261.81 | 676000 | 3.7702 |
4.3871 | 262.01 | 676500 | 3.7313 |
4.3463 | 262.2 | 677000 | 3.8241 |
4.3775 | 262.39 | 677500 | 3.7983 |
4.3962 | 262.59 | 678000 | 3.7368 |
4.3627 | 262.78 | 678500 | 3.6961 |
4.354 | 262.97 | 679000 | 3.7206 |
4.3427 | 263.17 | 679500 | 3.7581 |
4.3544 | 263.36 | 680000 | 3.7494 |
4.3778 | 263.56 | 680500 | 3.7261 |
4.3827 | 263.75 | 681000 | 3.7813 |
4.4089 | 263.94 | 681500 | 3.7295 |
4.3398 | 264.14 | 682000 | 3.7125 |
4.3679 | 264.33 | 682500 | 3.7150 |
4.372 | 264.52 | 683000 | 3.7144 |
4.3414 | 264.72 | 683500 | 3.7468 |
4.3015 | 264.91 | 684000 | 3.7590 |
4.3352 | 265.1 | 684500 | 3.7218 |
4.4092 | 265.3 | 685000 | 3.7276 |
4.3351 | 265.49 | 685500 | 3.8162 |
4.3778 | 265.69 | 686000 | 3.7537 |
4.3349 | 265.88 | 686500 | 3.7529 |
4.338 | 266.07 | 687000 | 3.8093 |
4.3788 | 266.27 | 687500 | 3.7698 |
4.3726 | 266.46 | 688000 | 3.7798 |
4.357 | 266.65 | 688500 | 3.7504 |
4.36 | 266.85 | 689000 | 3.7549 |
4.3695 | 267.04 | 689500 | 3.7887 |
4.353 | 267.23 | 690000 | 3.7255 |
4.3565 | 267.43 | 690500 | 3.7367 |
4.3495 | 267.62 | 691000 | 3.7380 |
4.3767 | 267.82 | 691500 | 3.7445 |
4.3942 | 268.01 | 692000 | 3.7376 |
4.3841 | 268.2 | 692500 | 3.7828 |
4.3771 | 268.4 | 693000 | 3.7358 |
4.3807 | 268.59 | 693500 | 3.7454 |
4.3622 | 268.78 | 694000 | 3.7384 |
4.3565 | 268.98 | 694500 | 3.7603 |
4.3302 | 269.17 | 695000 | 3.7203 |
4.3159 | 269.36 | 695500 | 3.7532 |
4.3829 | 269.56 | 696000 | 3.7327 |
4.3873 | 269.75 | 696500 | 3.7006 |
4.353 | 269.95 | 697000 | 3.8010 |
4.3544 | 270.14 | 697500 | 3.7384 |
4.379 | 270.33 | 698000 | 3.7558 |
4.3469 | 270.53 | 698500 | 3.8112 |
4.4054 | 270.72 | 699000 | 3.7484 |
4.3561 | 270.91 | 699500 | 3.8278 |
4.3262 | 271.11 | 700000 | 3.7464 |
4.3429 | 271.3 | 700500 | 3.6996 |
4.3576 | 271.49 | 701000 | 3.7666 |
4.354 | 271.69 | 701500 | 3.7547 |
4.341 | 271.88 | 702000 | 3.6884 |
4.3306 | 272.08 | 702500 | 3.7834 |
4.3517 | 272.27 | 703000 | 3.7272 |
4.304 | 272.46 | 703500 | 3.7061 |
4.3506 | 272.66 | 704000 | 3.7767 |
4.3371 | 272.85 | 704500 | 3.7017 |
4.3702 | 273.04 | 705000 | 3.7695 |
4.3691 | 273.24 | 705500 | 3.7631 |
4.3572 | 273.43 | 706000 | 3.7704 |
4.294 | 273.63 | 706500 | 3.6730 |
4.3371 | 273.82 | 707000 | 3.7106 |
4.3453 | 274.01 | 707500 | 3.7494 |
4.34 | 274.21 | 708000 | 3.7300 |
4.3563 | 274.4 | 708500 | 3.7050 |
4.3847 | 274.59 | 709000 | 3.7589 |
4.3748 | 274.79 | 709500 | 3.7638 |
4.3582 | 274.98 | 710000 | 3.7304 |
4.3633 | 275.17 | 710500 | 3.7550 |
4.357 | 275.37 | 711000 | 3.7435 |
4.3541 | 275.56 | 711500 | 3.7552 |
4.3507 | 275.76 | 712000 | 3.7771 |
4.3596 | 275.95 | 712500 | 3.7232 |
4.3141 | 276.14 | 713000 | 3.7377 |
4.334 | 276.34 | 713500 | 3.7704 |
4.3538 | 276.53 | 714000 | 3.7542 |
4.3828 | 276.72 | 714500 | 3.7747 |
4.3432 | 276.92 | 715000 | 3.7797 |
4.337 | 277.11 | 715500 | 3.7369 |
4.3671 | 277.3 | 716000 | 3.7520 |
4.3812 | 277.5 | 716500 | 3.7918 |
4.4169 | 277.69 | 717000 | 3.7964 |
4.3242 | 277.89 | 717500 | 3.7792 |
4.3242 | 278.08 | 718000 | 3.7484 |
4.3687 | 278.27 | 718500 | 3.7363 |
4.3588 | 278.47 | 719000 | 3.7523 |
4.3298 | 278.66 | 719500 | 3.7356 |
4.3786 | 278.85 | 720000 | 3.7556 |
4.3567 | 279.05 | 720500 | 3.7733 |
4.3679 | 279.24 | 721000 | 3.7682 |
4.3792 | 279.43 | 721500 | 3.7423 |
4.3438 | 279.63 | 722000 | 3.7302 |
4.3511 | 279.82 | 722500 | 3.7027 |
4.3783 | 280.02 | 723000 | 3.7265 |
4.367 | 280.21 | 723500 | 3.7549 |
4.3079 | 280.4 | 724000 | 3.7342 |
4.3736 | 280.6 | 724500 | 3.7729 |
4.3594 | 280.79 | 725000 | 3.7041 |
4.3177 | 280.98 | 725500 | 3.7879 |
4.345 | 281.18 | 726000 | 3.7852 |
4.3365 | 281.37 | 726500 | 3.7120 |
4.3509 | 281.56 | 727000 | 3.7731 |
4.3577 | 281.76 | 727500 | 3.6898 |
4.3562 | 281.95 | 728000 | 3.7261 |
4.3668 | 282.15 | 728500 | 3.7958 |
4.3701 | 282.34 | 729000 | 3.7690 |
4.3431 | 282.53 | 729500 | 3.7686 |
4.3369 | 282.73 | 730000 | 3.7475 |
4.3404 | 282.92 | 730500 | 3.7099 |
4.3426 | 283.11 | 731000 | 3.7001 |
4.3124 | 283.31 | 731500 | 3.8000 |
4.3694 | 283.5 | 732000 | 3.7796 |
4.3447 | 283.69 | 732500 | 3.7422 |
4.3676 | 283.89 | 733000 | 3.7077 |
4.3579 | 284.08 | 733500 | 3.7580 |
4.3455 | 284.28 | 734000 | 3.7580 |
4.2996 | 284.47 | 734500 | 3.7624 |
4.3647 | 284.66 | 735000 | 3.7185 |
4.3382 | 284.86 | 735500 | 3.7121 |
4.3806 | 285.05 | 736000 | 3.7447 |
4.3755 | 285.24 | 736500 | 3.7489 |
4.3246 | 285.44 | 737000 | 3.7550 |
4.3455 | 285.63 | 737500 | 3.7244 |
4.3072 | 285.82 | 738000 | 3.7466 |
4.363 | 286.02 | 738500 | 3.7205 |
4.3304 | 286.21 | 739000 | 3.6757 |
4.3341 | 286.41 | 739500 | 3.7557 |
4.3405 | 286.6 | 740000 | 3.7449 |
4.3547 | 286.79 | 740500 | 3.7226 |
4.3473 | 286.99 | 741000 | 3.7241 |
4.3524 | 287.18 | 741500 | 3.7231 |
4.3459 | 287.37 | 742000 | 3.7634 |
4.3489 | 287.57 | 742500 | 3.7333 |
4.3316 | 287.76 | 743000 | 3.7393 |
4.3597 | 287.96 | 743500 | 3.6936 |
4.3392 | 288.15 | 744000 | 3.7423 |
4.3454 | 288.34 | 744500 | 3.6521 |
4.3301 | 288.54 | 745000 | 3.7601 |
4.3192 | 288.73 | 745500 | 3.7191 |
4.347 | 288.92 | 746000 | 3.6876 |
4.3331 | 289.12 | 746500 | 3.7454 |
4.3515 | 289.31 | 747000 | 3.7105 |
4.3439 | 289.5 | 747500 | 3.7206 |
4.3534 | 289.7 | 748000 | 3.7224 |
4.3819 | 289.89 | 748500 | 3.6875 |
4.3496 | 290.09 | 749000 | 3.6844 |
4.3631 | 290.28 | 749500 | 3.7209 |
4.3329 | 290.47 | 750000 | 3.7556 |
4.3321 | 290.67 | 750500 | 3.7863 |
4.3194 | 290.86 | 751000 | 3.7337 |
4.3384 | 291.05 | 751500 | 3.7204 |
4.3589 | 291.25 | 752000 | 3.7374 |
4.348 | 291.44 | 752500 | 3.7800 |
4.3459 | 291.63 | 753000 | 3.7516 |
4.3098 | 291.83 | 753500 | 3.7213 |
4.3285 | 292.02 | 754000 | 3.7663 |
4.3762 | 292.22 | 754500 | 3.8025 |
4.3496 | 292.41 | 755000 | 3.7144 |
4.3528 | 292.6 | 755500 | 3.7570 |
4.3459 | 292.8 | 756000 | 3.7382 |
4.3154 | 292.99 | 756500 | 3.6978 |
4.3237 | 293.18 | 757000 | 3.7466 |
4.3557 | 293.38 | 757500 | 3.7193 |
4.3751 | 293.57 | 758000 | 3.7837 |
4.3028 | 293.76 | 758500 | 3.7454 |
4.3566 | 293.96 | 759000 | 3.7450 |
4.357 | 294.15 | 759500 | 3.7367 |
4.3292 | 294.35 | 760000 | 3.8066 |
4.369 | 294.54 | 760500 | 3.7597 |
4.3129 | 294.73 | 761000 | 3.7329 |
4.3533 | 294.93 | 761500 | 3.7666 |
4.3357 | 295.12 | 762000 | 3.7656 |
4.3283 | 295.31 | 762500 | 3.7388 |
4.3583 | 295.51 | 763000 | 3.7548 |
4.3067 | 295.7 | 763500 | 3.6867 |
4.3371 | 295.89 | 764000 | 3.7492 |
4.3287 | 296.09 | 764500 | 3.7958 |
4.3525 | 296.28 | 765000 | 3.7490 |
4.3551 | 296.48 | 765500 | 3.7038 |
4.3769 | 296.67 | 766000 | 3.7593 |
4.3446 | 296.86 | 766500 | 3.7486 |
4.3607 | 297.06 | 767000 | 3.7139 |
4.325 | 297.25 | 767500 | 3.7186 |
4.3359 | 297.44 | 768000 | 3.7377 |
4.3466 | 297.64 | 768500 | 3.7898 |
4.3452 | 297.83 | 769000 | 3.7484 |
4.3341 | 298.02 | 769500 | 3.7773 |
4.3315 | 298.22 | 770000 | 3.7129 |
4.3231 | 298.41 | 770500 | 3.7002 |
4.3388 | 298.61 | 771000 | 3.7667 |
4.3371 | 298.8 | 771500 | 3.7665 |
4.2897 | 298.99 | 772000 | 3.7695 |
4.3321 | 299.19 | 772500 | 3.7164 |
4.3461 | 299.38 | 773000 | 3.7348 |
4.3086 | 299.57 | 773500 | 3.7013 |
4.3523 | 299.77 | 774000 | 3.7669 |
4.3434 | 299.96 | 774500 | 3.7539 |
Framework versions
- Transformers 4.24.0
- Pytorch 1.12.1+cu113
- Datasets 2.7.0
- Tokenizers 0.13.2