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BERiT_2000_custom_architecture_300_epochs_ls_.1
This model is a fine-tuned version of roberta-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 4.5772
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
- label_smoothing_factor: 0.1
Training results
Training Loss | Epoch | Step | Validation Loss |
---|---|---|---|
16.0386 | 0.19 | 500 | 8.5964 |
7.9494 | 0.39 | 1000 | 7.3307 |
7.2772 | 0.58 | 1500 | 7.0026 |
7.0334 | 0.77 | 2000 | 6.9589 |
6.9592 | 0.97 | 2500 | 6.8756 |
6.8939 | 1.16 | 3000 | 6.7537 |
6.8257 | 1.36 | 3500 | 6.6525 |
6.77 | 1.55 | 4000 | 6.5600 |
6.7312 | 1.74 | 4500 | 6.5832 |
6.6799 | 1.94 | 5000 | 6.5013 |
6.6882 | 2.13 | 5500 | 6.5632 |
6.6718 | 2.32 | 6000 | 6.4732 |
6.5983 | 2.52 | 6500 | 6.4838 |
6.6341 | 2.71 | 7000 | 6.4504 |
6.5868 | 2.9 | 7500 | 6.4702 |
6.5685 | 3.1 | 8000 | 6.4778 |
6.571 | 3.29 | 8500 | 6.4604 |
6.5488 | 3.49 | 9000 | 6.4622 |
6.5659 | 3.68 | 9500 | 6.4282 |
6.541 | 3.87 | 10000 | 6.4521 |
6.5668 | 4.07 | 10500 | 6.4167 |
6.5281 | 4.26 | 11000 | 6.3849 |
6.5203 | 4.45 | 11500 | 6.4916 |
6.5046 | 4.65 | 12000 | 6.4301 |
6.5164 | 4.84 | 12500 | 6.4422 |
6.5047 | 5.03 | 13000 | 6.4398 |
6.5047 | 5.23 | 13500 | 6.4256 |
6.4966 | 5.42 | 14000 | 6.4107 |
6.4923 | 5.62 | 14500 | 6.4669 |
6.488 | 5.81 | 15000 | 6.4339 |
6.4912 | 6.0 | 15500 | 6.4071 |
6.4929 | 6.2 | 16000 | 6.4216 |
6.4831 | 6.39 | 16500 | 6.4074 |
6.49 | 6.58 | 17000 | 6.4300 |
6.468 | 6.78 | 17500 | 6.4405 |
6.4559 | 6.97 | 18000 | 6.3703 |
6.4797 | 7.16 | 18500 | 6.4108 |
6.4658 | 7.36 | 19000 | 6.3464 |
6.4665 | 7.55 | 19500 | 6.3833 |
6.4686 | 7.75 | 20000 | 6.4091 |
6.4802 | 7.94 | 20500 | 6.4008 |
6.4514 | 8.13 | 21000 | 6.4347 |
6.4439 | 8.33 | 21500 | 6.3952 |
6.4502 | 8.52 | 22000 | 6.4035 |
6.4222 | 8.71 | 22500 | 6.4276 |
6.4497 | 8.91 | 23000 | 6.4099 |
6.4319 | 9.1 | 23500 | 6.4499 |
6.4404 | 9.3 | 24000 | 6.3507 |
6.4153 | 9.49 | 24500 | 6.3884 |
6.4103 | 9.68 | 25000 | 6.3713 |
6.4381 | 9.88 | 25500 | 6.4313 |
6.4321 | 10.07 | 26000 | 6.3937 |
6.3856 | 10.26 | 26500 | 6.4040 |
6.3995 | 10.46 | 27000 | 6.4348 |
6.3904 | 10.65 | 27500 | 6.4194 |
6.3988 | 10.84 | 28000 | 6.4226 |
6.4134 | 11.04 | 28500 | 6.3449 |
6.402 | 11.23 | 29000 | 6.4220 |
6.4217 | 11.43 | 29500 | 6.3570 |
6.398 | 11.62 | 30000 | 6.4093 |
6.3865 | 11.81 | 30500 | 6.3905 |
6.3913 | 12.01 | 31000 | 6.3530 |
6.3449 | 12.2 | 31500 | 6.3180 |
6.3886 | 12.39 | 32000 | 6.4239 |
6.3437 | 12.59 | 32500 | 6.4005 |
6.3592 | 12.78 | 33000 | 6.3495 |
6.3715 | 12.97 | 33500 | 6.3748 |
6.3839 | 13.17 | 34000 | 6.3552 |
6.3611 | 13.36 | 34500 | 6.3749 |
6.331 | 13.56 | 35000 | 6.3625 |
6.3389 | 13.75 | 35500 | 6.3887 |
6.3324 | 13.94 | 36000 | 6.3615 |
6.3603 | 14.14 | 36500 | 6.2873 |
6.3371 | 14.33 | 37000 | 6.3232 |
6.3442 | 14.52 | 37500 | 6.2876 |
6.339 | 14.72 | 38000 | 6.3488 |
6.3389 | 14.91 | 38500 | 6.2910 |
6.3121 | 15.1 | 39000 | 6.3797 |
6.3151 | 15.3 | 39500 | 6.3126 |
6.3242 | 15.49 | 40000 | 6.2866 |
6.296 | 15.69 | 40500 | 6.2894 |
6.3098 | 15.88 | 41000 | 6.3010 |
6.2916 | 16.07 | 41500 | 6.3378 |
6.2954 | 16.27 | 42000 | 6.2780 |
6.2938 | 16.46 | 42500 | 6.2533 |
6.2553 | 16.65 | 43000 | 6.2926 |
6.3182 | 16.85 | 43500 | 6.2751 |
6.2676 | 17.04 | 44000 | 6.2674 |
6.2688 | 17.23 | 44500 | 6.2620 |
6.2807 | 17.43 | 45000 | 6.2556 |
6.2614 | 17.62 | 45500 | 6.2695 |
6.2693 | 17.82 | 46000 | 6.2668 |
6.267 | 18.01 | 46500 | 6.2066 |
6.2344 | 18.2 | 47000 | 6.2347 |
6.2122 | 18.4 | 47500 | 6.2612 |
6.255 | 18.59 | 48000 | 6.2453 |
6.2461 | 18.78 | 48500 | 6.1456 |
6.2088 | 18.98 | 49000 | 6.2195 |
6.2183 | 19.17 | 49500 | 6.1989 |
6.227 | 19.36 | 50000 | 6.1780 |
6.2501 | 19.56 | 50500 | 6.1538 |
6.2166 | 19.75 | 51000 | 6.2093 |
6.2088 | 19.95 | 51500 | 6.1678 |
6.1906 | 20.14 | 52000 | 6.1786 |
6.2076 | 20.33 | 52500 | 6.1406 |
6.2195 | 20.53 | 53000 | 6.1509 |
6.2058 | 20.72 | 53500 | 6.1299 |
6.1755 | 20.91 | 54000 | 6.1467 |
6.1728 | 21.11 | 54500 | 6.1909 |
6.185 | 21.3 | 55000 | 6.1205 |
6.1948 | 21.49 | 55500 | 6.1458 |
6.1514 | 21.69 | 56000 | 6.1911 |
6.1833 | 21.88 | 56500 | 6.1064 |
6.1956 | 22.08 | 57000 | 6.1357 |
6.1553 | 22.27 | 57500 | 6.1486 |
6.15 | 22.46 | 58000 | 6.1092 |
6.1519 | 22.66 | 58500 | 6.1193 |
6.1546 | 22.85 | 59000 | 6.0858 |
6.1691 | 23.04 | 59500 | 6.1104 |
6.1617 | 23.24 | 60000 | 6.1028 |
6.1358 | 23.43 | 60500 | 6.1138 |
6.1621 | 23.63 | 61000 | 6.1071 |
6.1365 | 23.82 | 61500 | 6.0557 |
6.1442 | 24.01 | 62000 | 6.0950 |
6.1231 | 24.21 | 62500 | 6.0472 |
6.1444 | 24.4 | 63000 | 6.0667 |
6.1577 | 24.59 | 63500 | 6.0180 |
6.1338 | 24.79 | 64000 | 6.0590 |
6.1412 | 24.98 | 64500 | 6.0777 |
6.1415 | 25.17 | 65000 | 6.0620 |
6.1185 | 25.37 | 65500 | 5.9900 |
6.1033 | 25.56 | 66000 | 6.0274 |
6.0972 | 25.76 | 66500 | 6.0418 |
6.1142 | 25.95 | 67000 | 6.0037 |
6.1146 | 26.14 | 67500 | 6.0320 |
6.1268 | 26.34 | 68000 | 5.9795 |
6.0837 | 26.53 | 68500 | 6.0503 |
6.078 | 26.72 | 69000 | 6.0101 |
6.0965 | 26.92 | 69500 | 5.9927 |
6.1024 | 27.11 | 70000 | 5.9750 |
6.0945 | 27.3 | 70500 | 5.9656 |
6.0879 | 27.5 | 71000 | 5.9898 |
6.084 | 27.69 | 71500 | 5.9478 |
6.0818 | 27.89 | 72000 | 5.9236 |
6.0635 | 28.08 | 72500 | 5.9777 |
6.0555 | 28.27 | 73000 | 5.9776 |
6.0434 | 28.47 | 73500 | 5.9219 |
6.049 | 28.66 | 74000 | 5.9741 |
6.0541 | 28.85 | 74500 | 5.9143 |
6.0526 | 29.05 | 75000 | 5.9002 |
6.0626 | 29.24 | 75500 | 5.9253 |
6.0326 | 29.43 | 76000 | 5.9097 |
6.0496 | 29.63 | 76500 | 5.9115 |
6.0066 | 29.82 | 77000 | 5.9411 |
6.0285 | 30.02 | 77500 | 5.9176 |
6.0294 | 30.21 | 78000 | 5.8963 |
6.0483 | 30.4 | 78500 | 5.8453 |
6.0251 | 30.6 | 79000 | 5.8786 |
5.9964 | 30.79 | 79500 | 5.8556 |
5.9746 | 30.98 | 80000 | 5.7836 |
6.0202 | 31.18 | 80500 | 5.8658 |
5.9891 | 31.37 | 81000 | 5.8312 |
5.9956 | 31.56 | 81500 | 5.8465 |
6.023 | 31.76 | 82000 | 5.8259 |
5.9685 | 31.95 | 82500 | 5.7638 |
5.9743 | 32.15 | 83000 | 5.7787 |
5.9702 | 32.34 | 83500 | 5.7517 |
6.0019 | 32.53 | 84000 | 5.7856 |
5.9456 | 32.73 | 84500 | 5.7463 |
5.9831 | 32.92 | 85000 | 5.7397 |
5.9416 | 33.11 | 85500 | 5.7540 |
5.9598 | 33.31 | 86000 | 5.7026 |
5.9577 | 33.5 | 86500 | 5.7427 |
5.9358 | 33.69 | 87000 | 5.6909 |
5.9551 | 33.89 | 87500 | 5.7130 |
5.9205 | 34.08 | 88000 | 5.6588 |
5.9307 | 34.28 | 88500 | 5.6439 |
5.9138 | 34.47 | 89000 | 5.6766 |
5.9414 | 34.66 | 89500 | 5.6426 |
5.9035 | 34.86 | 90000 | 5.6378 |
5.9078 | 35.05 | 90500 | 5.6345 |
5.8888 | 35.24 | 91000 | 5.6182 |
5.901 | 35.44 | 91500 | 5.6028 |
5.9093 | 35.63 | 92000 | 5.6125 |
5.8699 | 35.82 | 92500 | 5.5715 |
5.873 | 36.02 | 93000 | 5.5359 |
5.8729 | 36.21 | 93500 | 5.5416 |
5.851 | 36.41 | 94000 | 5.4918 |
5.861 | 36.6 | 94500 | 5.5505 |
5.8283 | 36.79 | 95000 | 5.4751 |
5.8402 | 36.99 | 95500 | 5.4829 |
5.8505 | 37.18 | 96000 | 5.5313 |
5.8282 | 37.37 | 96500 | 5.5377 |
5.8374 | 37.57 | 97000 | 5.4763 |
5.8334 | 37.76 | 97500 | 5.4914 |
5.8091 | 37.96 | 98000 | 5.4671 |
5.7902 | 38.15 | 98500 | 5.4706 |
5.7758 | 38.34 | 99000 | 5.5113 |
5.8129 | 38.54 | 99500 | 5.4319 |
5.802 | 38.73 | 100000 | 5.4906 |
5.7835 | 38.92 | 100500 | 5.4151 |
5.7862 | 39.12 | 101000 | 5.4819 |
5.7742 | 39.31 | 101500 | 5.4053 |
5.7701 | 39.5 | 102000 | 5.4033 |
5.7582 | 39.7 | 102500 | 5.3809 |
5.7603 | 39.89 | 103000 | 5.3672 |
5.7678 | 40.09 | 103500 | 5.4102 |
5.7452 | 40.28 | 104000 | 5.4102 |
5.7214 | 40.47 | 104500 | 5.3721 |
5.7604 | 40.67 | 105000 | 5.3550 |
5.7235 | 40.86 | 105500 | 5.3905 |
5.7532 | 41.05 | 106000 | 5.3714 |
5.7034 | 41.25 | 106500 | 5.3623 |
5.7523 | 41.44 | 107000 | 5.3182 |
5.7292 | 41.63 | 107500 | 5.3859 |
5.727 | 41.83 | 108000 | 5.2967 |
5.726 | 42.02 | 108500 | 5.3379 |
5.705 | 42.22 | 109000 | 5.3777 |
5.7288 | 42.41 | 109500 | 5.3058 |
5.7173 | 42.6 | 110000 | 5.3240 |
5.6964 | 42.8 | 110500 | 5.2834 |
5.7113 | 42.99 | 111000 | 5.2650 |
5.712 | 43.18 | 111500 | 5.3107 |
5.687 | 43.38 | 112000 | 5.3134 |
5.6634 | 43.57 | 112500 | 5.2962 |
5.6923 | 43.76 | 113000 | 5.2649 |
5.6481 | 43.96 | 113500 | 5.2644 |
5.6689 | 44.15 | 114000 | 5.3035 |
5.6793 | 44.35 | 114500 | 5.3343 |
5.69 | 44.54 | 115000 | 5.2550 |
5.6833 | 44.73 | 115500 | 5.2862 |
5.6383 | 44.93 | 116000 | 5.2464 |
5.6658 | 45.12 | 116500 | 5.2244 |
5.6408 | 45.31 | 117000 | 5.2140 |
5.6765 | 45.51 | 117500 | 5.2130 |
5.6456 | 45.7 | 118000 | 5.1948 |
5.6709 | 45.89 | 118500 | 5.2590 |
5.6353 | 46.09 | 119000 | 5.2509 |
5.6322 | 46.28 | 119500 | 5.2103 |
5.672 | 46.48 | 120000 | 5.1872 |
5.6527 | 46.67 | 120500 | 5.1934 |
5.6438 | 46.86 | 121000 | 5.2128 |
5.6405 | 47.06 | 121500 | 5.2030 |
5.6359 | 47.25 | 122000 | 5.1890 |
5.616 | 47.44 | 122500 | 5.1863 |
5.6347 | 47.64 | 123000 | 5.1586 |
5.6362 | 47.83 | 123500 | 5.2221 |
5.6071 | 48.02 | 124000 | 5.1835 |
5.6073 | 48.22 | 124500 | 5.1668 |
5.6056 | 48.41 | 125000 | 5.1999 |
5.618 | 48.61 | 125500 | 5.1487 |
5.6052 | 48.8 | 126000 | 5.1875 |
5.5865 | 48.99 | 126500 | 5.2038 |
5.6034 | 49.19 | 127000 | 5.1773 |
5.6162 | 49.38 | 127500 | 5.1609 |
5.5926 | 49.57 | 128000 | 5.1565 |
5.5881 | 49.77 | 128500 | 5.1341 |
5.6131 | 49.96 | 129000 | 5.1462 |
5.5739 | 50.15 | 129500 | 5.1795 |
5.5716 | 50.35 | 130000 | 5.1376 |
5.6094 | 50.54 | 130500 | 5.1532 |
5.5928 | 50.74 | 131000 | 5.1618 |
5.5728 | 50.93 | 131500 | 5.1155 |
5.5997 | 51.12 | 132000 | 5.1509 |
5.5855 | 51.32 | 132500 | 5.1442 |
5.6229 | 51.51 | 133000 | 5.1671 |
5.5553 | 51.7 | 133500 | 5.1169 |
5.5741 | 51.9 | 134000 | 5.1177 |
5.5809 | 52.09 | 134500 | 5.1434 |
5.5619 | 52.29 | 135000 | 5.1252 |
5.5594 | 52.48 | 135500 | 5.1062 |
5.578 | 52.67 | 136000 | 5.0940 |
5.5685 | 52.87 | 136500 | 5.1700 |
5.5581 | 53.06 | 137000 | 5.0740 |
5.5646 | 53.25 | 137500 | 5.1014 |
5.5684 | 53.45 | 138000 | 5.1081 |
5.5369 | 53.64 | 138500 | 5.1215 |
5.5355 | 53.83 | 139000 | 5.1089 |
5.5451 | 54.03 | 139500 | 5.1082 |
5.5361 | 54.22 | 140000 | 5.0845 |
5.5426 | 54.42 | 140500 | 5.1032 |
5.5421 | 54.61 | 141000 | 5.0900 |
5.5487 | 54.8 | 141500 | 5.1265 |
5.5434 | 55.0 | 142000 | 5.0869 |
5.5593 | 55.19 | 142500 | 5.0471 |
5.5427 | 55.38 | 143000 | 5.1215 |
5.5189 | 55.58 | 143500 | 5.1204 |
5.56 | 55.77 | 144000 | 5.0804 |
5.525 | 55.96 | 144500 | 5.1028 |
5.5065 | 56.16 | 145000 | 5.0509 |
5.5398 | 56.35 | 145500 | 5.1028 |
5.5172 | 56.55 | 146000 | 5.0443 |
5.5508 | 56.74 | 146500 | 5.0427 |
5.575 | 56.93 | 147000 | 5.0693 |
5.5449 | 57.13 | 147500 | 5.0664 |
5.5188 | 57.32 | 148000 | 5.0526 |
5.4912 | 57.51 | 148500 | 5.0727 |
5.5493 | 57.71 | 149000 | 5.0782 |
5.5141 | 57.9 | 149500 | 5.0856 |
5.5167 | 58.09 | 150000 | 5.0376 |
5.5256 | 58.29 | 150500 | 5.0662 |
5.5209 | 58.48 | 151000 | 5.0729 |
5.5095 | 58.68 | 151500 | 5.0542 |
5.5094 | 58.87 | 152000 | 5.0323 |
5.4677 | 59.06 | 152500 | 5.0594 |
5.5137 | 59.26 | 153000 | 5.0117 |
5.4922 | 59.45 | 153500 | 5.0577 |
5.5101 | 59.64 | 154000 | 5.0602 |
5.5306 | 59.84 | 154500 | 5.0365 |
5.5134 | 60.03 | 155000 | 5.0460 |
5.5102 | 60.22 | 155500 | 5.0360 |
5.4864 | 60.42 | 156000 | 5.0436 |
5.5183 | 60.61 | 156500 | 5.0206 |
5.486 | 60.81 | 157000 | 5.0137 |
5.5209 | 61.0 | 157500 | 5.0487 |
5.4784 | 61.19 | 158000 | 5.0635 |
5.46 | 61.39 | 158500 | 5.1031 |
5.4776 | 61.58 | 159000 | 5.0679 |
5.4618 | 61.77 | 159500 | 5.0508 |
5.4627 | 61.97 | 160000 | 5.0393 |
5.478 | 62.16 | 160500 | 5.0340 |
5.4698 | 62.35 | 161000 | 5.0019 |
5.5017 | 62.55 | 161500 | 4.9925 |
5.4623 | 62.74 | 162000 | 5.0129 |
5.4743 | 62.94 | 162500 | 5.0504 |
5.4525 | 63.13 | 163000 | 5.0168 |
5.4923 | 63.32 | 163500 | 4.9909 |
5.486 | 63.52 | 164000 | 4.9824 |
5.4695 | 63.71 | 164500 | 4.9648 |
5.4774 | 63.9 | 165000 | 4.9653 |
5.4619 | 64.1 | 165500 | 4.9397 |
5.4311 | 64.29 | 166000 | 5.0214 |
5.4403 | 64.48 | 166500 | 4.9851 |
5.4546 | 64.68 | 167000 | 5.0512 |
5.4495 | 64.87 | 167500 | 4.9913 |
5.435 | 65.07 | 168000 | 4.9861 |
5.4698 | 65.26 | 168500 | 5.0091 |
5.4707 | 65.45 | 169000 | 4.9719 |
5.4504 | 65.65 | 169500 | 4.9842 |
5.4615 | 65.84 | 170000 | 4.9475 |
5.4405 | 66.03 | 170500 | 4.9830 |
5.4283 | 66.23 | 171000 | 4.9531 |
5.458 | 66.42 | 171500 | 4.9311 |
5.4182 | 66.62 | 172000 | 5.0022 |
5.4439 | 66.81 | 172500 | 4.9544 |
5.427 | 67.0 | 173000 | 4.9985 |
5.4485 | 67.2 | 173500 | 4.9748 |
5.441 | 67.39 | 174000 | 4.9567 |
5.4305 | 67.58 | 174500 | 4.9505 |
5.4364 | 67.78 | 175000 | 4.9284 |
5.4304 | 67.97 | 175500 | 4.9625 |
5.4269 | 68.16 | 176000 | 4.9697 |
5.4471 | 68.36 | 176500 | 4.9659 |
5.4188 | 68.55 | 177000 | 4.9679 |
5.4702 | 68.75 | 177500 | 4.9325 |
5.4471 | 68.94 | 178000 | 4.9949 |
5.4343 | 69.13 | 178500 | 4.9526 |
5.4205 | 69.33 | 179000 | 4.9577 |
5.4188 | 69.52 | 179500 | 4.9605 |
5.4084 | 69.71 | 180000 | 4.9649 |
5.3989 | 69.91 | 180500 | 4.9794 |
5.4228 | 70.1 | 181000 | 4.9438 |
5.4301 | 70.29 | 181500 | 4.9312 |
5.4147 | 70.49 | 182000 | 4.9999 |
5.3993 | 70.68 | 182500 | 4.9482 |
5.4205 | 70.88 | 183000 | 4.9502 |
5.4309 | 71.07 | 183500 | 4.9272 |
5.4184 | 71.26 | 184000 | 4.9077 |
5.4343 | 71.46 | 184500 | 4.9380 |
5.4281 | 71.65 | 185000 | 4.9339 |
5.3761 | 71.84 | 185500 | 4.9462 |
5.4363 | 72.04 | 186000 | 4.9048 |
5.4133 | 72.23 | 186500 | 4.9010 |
5.3683 | 72.42 | 187000 | 4.8937 |
5.4133 | 72.62 | 187500 | 4.9165 |
5.3857 | 72.81 | 188000 | 4.9355 |
5.3709 | 73.01 | 188500 | 4.9423 |
5.4162 | 73.2 | 189000 | 4.8986 |
5.4133 | 73.39 | 189500 | 4.8831 |
5.434 | 73.59 | 190000 | 4.9354 |
5.3927 | 73.78 | 190500 | 4.8890 |
5.4289 | 73.97 | 191000 | 4.9218 |
5.3801 | 74.17 | 191500 | 4.8932 |
5.422 | 74.36 | 192000 | 4.8822 |
5.4103 | 74.55 | 192500 | 4.9487 |
5.3978 | 74.75 | 193000 | 4.9188 |
5.3967 | 74.94 | 193500 | 4.8873 |
5.4082 | 75.14 | 194000 | 4.9049 |
5.3911 | 75.33 | 194500 | 4.9269 |
5.3749 | 75.52 | 195000 | 4.9310 |
5.3669 | 75.72 | 195500 | 4.8898 |
5.3585 | 75.91 | 196000 | 4.9115 |
5.3718 | 76.1 | 196500 | 4.8981 |
5.3715 | 76.3 | 197000 | 4.8959 |
5.3666 | 76.49 | 197500 | 4.9371 |
5.3959 | 76.68 | 198000 | 4.8731 |
5.3877 | 76.88 | 198500 | 4.8963 |
5.3933 | 77.07 | 199000 | 4.8967 |
5.3648 | 77.27 | 199500 | 4.8832 |
5.3907 | 77.46 | 200000 | 4.9481 |
5.351 | 77.65 | 200500 | 4.8714 |
5.3711 | 77.85 | 201000 | 4.8214 |
5.3874 | 78.04 | 201500 | 4.8595 |
5.3598 | 78.23 | 202000 | 4.8719 |
5.3589 | 78.43 | 202500 | 4.9003 |
5.3528 | 78.62 | 203000 | 4.9262 |
5.3916 | 78.81 | 203500 | 4.8891 |
5.3563 | 79.01 | 204000 | 4.8696 |
5.3416 | 79.2 | 204500 | 4.8763 |
5.374 | 79.4 | 205000 | 4.8476 |
5.3612 | 79.59 | 205500 | 4.8748 |
5.36 | 79.78 | 206000 | 4.8969 |
5.3522 | 79.98 | 206500 | 4.9122 |
5.3585 | 80.17 | 207000 | 4.8962 |
5.3369 | 80.36 | 207500 | 4.8843 |
5.4022 | 80.56 | 208000 | 4.8549 |
5.3531 | 80.75 | 208500 | 4.8684 |
5.3812 | 80.95 | 209000 | 4.8665 |
5.3776 | 81.14 | 209500 | 4.8939 |
5.3441 | 81.33 | 210000 | 4.8490 |
5.3426 | 81.53 | 210500 | 4.8751 |
5.3687 | 81.72 | 211000 | 4.8579 |
5.3514 | 81.91 | 211500 | 4.8838 |
5.3759 | 82.11 | 212000 | 4.8377 |
5.3883 | 82.3 | 212500 | 4.8562 |
5.3463 | 82.49 | 213000 | 4.8801 |
5.3231 | 82.69 | 213500 | 4.8804 |
5.3483 | 82.88 | 214000 | 4.9071 |
5.3427 | 83.08 | 214500 | 4.8017 |
5.354 | 83.27 | 215000 | 4.8510 |
5.3472 | 83.46 | 215500 | 4.8303 |
5.3102 | 83.66 | 216000 | 4.8394 |
5.3158 | 83.85 | 216500 | 4.8557 |
5.3235 | 84.04 | 217000 | 4.8602 |
5.3348 | 84.24 | 217500 | 4.8505 |
5.3551 | 84.43 | 218000 | 4.8651 |
5.341 | 84.62 | 218500 | 4.8150 |
5.3365 | 84.82 | 219000 | 4.8609 |
5.3095 | 85.01 | 219500 | 4.8581 |
5.3199 | 85.21 | 220000 | 4.8162 |
5.3558 | 85.4 | 220500 | 4.7973 |
5.3038 | 85.59 | 221000 | 4.8496 |
5.3405 | 85.79 | 221500 | 4.8319 |
5.3306 | 85.98 | 222000 | 4.8528 |
5.3355 | 86.17 | 222500 | 4.8411 |
5.3272 | 86.37 | 223000 | 4.7884 |
5.3107 | 86.56 | 223500 | 4.8165 |
5.3102 | 86.75 | 224000 | 4.8243 |
5.3047 | 86.95 | 224500 | 4.8060 |
5.3066 | 87.14 | 225000 | 4.8233 |
5.3085 | 87.34 | 225500 | 4.8343 |
5.2918 | 87.53 | 226000 | 4.8441 |
5.3301 | 87.72 | 226500 | 4.8351 |
5.3445 | 87.92 | 227000 | 4.8438 |
5.318 | 88.11 | 227500 | 4.7901 |
5.3061 | 88.3 | 228000 | 4.7843 |
5.3414 | 88.5 | 228500 | 4.7812 |
5.3174 | 88.69 | 229000 | 4.8131 |
5.3148 | 88.88 | 229500 | 4.7845 |
5.3093 | 89.08 | 230000 | 4.8271 |
5.3148 | 89.27 | 230500 | 4.8128 |
5.2807 | 89.47 | 231000 | 4.8109 |
5.3113 | 89.66 | 231500 | 4.8202 |
5.3148 | 89.85 | 232000 | 4.8158 |
5.3404 | 90.05 | 232500 | 4.7944 |
5.3012 | 90.24 | 233000 | 4.7929 |
5.3164 | 90.43 | 233500 | 4.7892 |
5.3206 | 90.63 | 234000 | 4.7689 |
5.3148 | 90.82 | 234500 | 4.7873 |
5.3359 | 91.01 | 235000 | 4.7703 |
5.3157 | 91.21 | 235500 | 4.7764 |
5.2928 | 91.4 | 236000 | 4.7573 |
5.3082 | 91.6 | 236500 | 4.7603 |
5.3062 | 91.79 | 237000 | 4.8112 |
5.3073 | 91.98 | 237500 | 4.7836 |
5.2877 | 92.18 | 238000 | 4.7488 |
5.2891 | 92.37 | 238500 | 4.7843 |
5.2755 | 92.56 | 239000 | 4.7812 |
5.2971 | 92.76 | 239500 | 4.8022 |
5.3104 | 92.95 | 240000 | 4.7974 |
5.3098 | 93.14 | 240500 | 4.7776 |
5.2825 | 93.34 | 241000 | 4.8023 |
5.2886 | 93.53 | 241500 | 4.7828 |
5.3092 | 93.73 | 242000 | 4.7816 |
5.2759 | 93.92 | 242500 | 4.7650 |
5.2843 | 94.11 | 243000 | 4.7939 |
5.2533 | 94.31 | 243500 | 4.8071 |
5.3088 | 94.5 | 244000 | 4.8134 |
5.2815 | 94.69 | 244500 | 4.8099 |
5.2974 | 94.89 | 245000 | 4.8387 |
5.2936 | 95.08 | 245500 | 4.7626 |
5.2626 | 95.27 | 246000 | 4.7629 |
5.2925 | 95.47 | 246500 | 4.8160 |
5.2814 | 95.66 | 247000 | 4.8058 |
5.3053 | 95.86 | 247500 | 4.7589 |
5.2579 | 96.05 | 248000 | 4.8275 |
5.2731 | 96.24 | 248500 | 4.8173 |
5.2557 | 96.44 | 249000 | 4.7935 |
5.2819 | 96.63 | 249500 | 4.7436 |
5.2697 | 96.82 | 250000 | 4.7532 |
5.2926 | 97.02 | 250500 | 4.7983 |
5.2379 | 97.21 | 251000 | 4.7759 |
5.271 | 97.41 | 251500 | 4.7381 |
5.2994 | 97.6 | 252000 | 4.7910 |
5.2469 | 97.79 | 252500 | 4.7402 |
5.2795 | 97.99 | 253000 | 4.7802 |
5.2871 | 98.18 | 253500 | 4.7490 |
5.2596 | 98.37 | 254000 | 4.7790 |
5.2615 | 98.57 | 254500 | 4.7863 |
5.2666 | 98.76 | 255000 | 4.7326 |
5.259 | 98.95 | 255500 | 4.8036 |
5.2601 | 99.15 | 256000 | 4.7635 |
5.2527 | 99.34 | 256500 | 4.7155 |
5.2452 | 99.54 | 257000 | 4.7966 |
5.2729 | 99.73 | 257500 | 4.7701 |
5.2555 | 99.92 | 258000 | 4.7825 |
5.267 | 100.12 | 258500 | 4.7593 |
5.2713 | 100.31 | 259000 | 4.7183 |
5.2691 | 100.5 | 259500 | 4.7817 |
5.2859 | 100.7 | 260000 | 4.7747 |
5.2482 | 100.89 | 260500 | 4.7014 |
5.2611 | 101.08 | 261000 | 4.7370 |
5.2721 | 101.28 | 261500 | 4.7760 |
5.2675 | 101.47 | 262000 | 4.7488 |
5.2618 | 101.67 | 262500 | 4.7738 |
5.2151 | 101.86 | 263000 | 4.7488 |
5.2399 | 102.05 | 263500 | 4.7601 |
5.2357 | 102.25 | 264000 | 4.7662 |
5.248 | 102.44 | 264500 | 4.7408 |
5.2383 | 102.63 | 265000 | 4.7603 |
5.2881 | 102.83 | 265500 | 4.7507 |
5.2428 | 103.02 | 266000 | 4.7570 |
5.2449 | 103.21 | 266500 | 4.7077 |
5.2335 | 103.41 | 267000 | 4.7010 |
5.2166 | 103.6 | 267500 | 4.7215 |
5.2491 | 103.8 | 268000 | 4.7272 |
5.2337 | 103.99 | 268500 | 4.7177 |
5.2645 | 104.18 | 269000 | 4.6687 |
5.2522 | 104.38 | 269500 | 4.7440 |
5.2418 | 104.57 | 270000 | 4.7045 |
5.2298 | 104.76 | 270500 | 4.7495 |
5.2406 | 104.96 | 271000 | 4.7230 |
5.2379 | 105.15 | 271500 | 4.7091 |
5.2644 | 105.34 | 272000 | 4.7392 |
5.2341 | 105.54 | 272500 | 4.7453 |
5.2442 | 105.73 | 273000 | 4.7268 |
5.234 | 105.93 | 273500 | 4.6928 |
5.2429 | 106.12 | 274000 | 4.7299 |
5.2405 | 106.31 | 274500 | 4.7136 |
5.2525 | 106.51 | 275000 | 4.7368 |
5.2455 | 106.7 | 275500 | 4.7075 |
5.2269 | 106.89 | 276000 | 4.7385 |
5.2202 | 107.09 | 276500 | 4.6823 |
5.1979 | 107.28 | 277000 | 4.6825 |
5.2311 | 107.47 | 277500 | 4.7033 |
5.2313 | 107.67 | 278000 | 4.6853 |
5.2232 | 107.86 | 278500 | 4.6512 |
5.2568 | 108.06 | 279000 | 4.6987 |
5.1896 | 108.25 | 279500 | 4.7401 |
5.2403 | 108.44 | 280000 | 4.7713 |
5.2444 | 108.64 | 280500 | 4.7027 |
5.2152 | 108.83 | 281000 | 4.7132 |
5.2176 | 109.02 | 281500 | 4.7591 |
5.178 | 109.22 | 282000 | 4.7102 |
5.2094 | 109.41 | 282500 | 4.7071 |
5.2462 | 109.6 | 283000 | 4.7298 |
5.2431 | 109.8 | 283500 | 4.6904 |
5.2274 | 109.99 | 284000 | 4.6913 |
5.2673 | 110.19 | 284500 | 4.7208 |
5.2267 | 110.38 | 285000 | 4.7283 |
5.2345 | 110.57 | 285500 | 4.7535 |
5.2197 | 110.77 | 286000 | 4.6553 |
5.2169 | 110.96 | 286500 | 4.7687 |
5.2197 | 111.15 | 287000 | 4.7149 |
5.2316 | 111.35 | 287500 | 4.7121 |
5.2102 | 111.54 | 288000 | 4.7122 |
5.2293 | 111.74 | 288500 | 4.6978 |
5.2225 | 111.93 | 289000 | 4.6769 |
5.1879 | 112.12 | 289500 | 4.7663 |
5.219 | 112.32 | 290000 | 4.6713 |
5.1963 | 112.51 | 290500 | 4.6745 |
5.211 | 112.7 | 291000 | 4.6733 |
5.2309 | 112.9 | 291500 | 4.7066 |
5.1868 | 113.09 | 292000 | 4.6287 |
5.2056 | 113.28 | 292500 | 4.6974 |
5.2256 | 113.48 | 293000 | 4.7437 |
5.2163 | 113.67 | 293500 | 4.7408 |
5.2138 | 113.87 | 294000 | 4.6558 |
5.2121 | 114.06 | 294500 | 4.7278 |
5.2132 | 114.25 | 295000 | 4.7204 |
5.2148 | 114.45 | 295500 | 4.7002 |
5.203 | 114.64 | 296000 | 4.6953 |
5.1929 | 114.83 | 296500 | 4.7034 |
5.1975 | 115.03 | 297000 | 4.6748 |
5.1995 | 115.22 | 297500 | 4.7011 |
5.2369 | 115.41 | 298000 | 4.6387 |
5.2211 | 115.61 | 298500 | 4.6863 |
5.1806 | 115.8 | 299000 | 4.7001 |
5.214 | 116.0 | 299500 | 4.7350 |
5.2175 | 116.19 | 300000 | 4.7454 |
5.1941 | 116.38 | 300500 | 4.6761 |
5.2169 | 116.58 | 301000 | 4.6887 |
5.1529 | 116.77 | 301500 | 4.6705 |
5.1895 | 116.96 | 302000 | 4.6938 |
5.1601 | 117.16 | 302500 | 4.6630 |
5.1952 | 117.35 | 303000 | 4.6770 |
5.2365 | 117.54 | 303500 | 4.6644 |
5.1992 | 117.74 | 304000 | 4.7118 |
5.1856 | 117.93 | 304500 | 4.7280 |
5.1722 | 118.13 | 305000 | 4.6582 |
5.1812 | 118.32 | 305500 | 4.7078 |
5.1655 | 118.51 | 306000 | 4.6684 |
5.1736 | 118.71 | 306500 | 4.7233 |
5.1737 | 118.9 | 307000 | 4.6552 |
5.2109 | 119.09 | 307500 | 4.7085 |
5.2004 | 119.29 | 308000 | 4.7334 |
5.1664 | 119.48 | 308500 | 4.7054 |
5.1908 | 119.67 | 309000 | 4.6488 |
5.2021 | 119.87 | 309500 | 4.6352 |
5.2046 | 120.06 | 310000 | 4.6607 |
5.1857 | 120.26 | 310500 | 4.7199 |
5.1661 | 120.45 | 311000 | 4.6608 |
5.1996 | 120.64 | 311500 | 4.6479 |
5.1307 | 120.84 | 312000 | 4.6639 |
5.1925 | 121.03 | 312500 | 4.6473 |
5.1545 | 121.22 | 313000 | 4.6960 |
5.2137 | 121.42 | 313500 | 4.6934 |
5.1895 | 121.61 | 314000 | 4.7603 |
5.1841 | 121.8 | 314500 | 4.6859 |
5.1964 | 122.0 | 315000 | 4.6327 |
5.1858 | 122.19 | 315500 | 4.7183 |
5.1669 | 122.39 | 316000 | 4.6299 |
5.1757 | 122.58 | 316500 | 4.6913 |
5.1966 | 122.77 | 317000 | 4.6933 |
5.1773 | 122.97 | 317500 | 4.6638 |
5.1856 | 123.16 | 318000 | 4.6480 |
5.1553 | 123.35 | 318500 | 4.7094 |
5.16 | 123.55 | 319000 | 4.6980 |
5.1969 | 123.74 | 319500 | 4.6604 |
5.1522 | 123.93 | 320000 | 4.6963 |
5.1958 | 124.13 | 320500 | 4.7013 |
5.1637 | 124.32 | 321000 | 4.6535 |
5.1449 | 124.52 | 321500 | 4.6561 |
5.1734 | 124.71 | 322000 | 4.6372 |
5.1573 | 124.9 | 322500 | 4.6737 |
5.1336 | 125.1 | 323000 | 4.6522 |
5.1869 | 125.29 | 323500 | 4.6712 |
5.1939 | 125.48 | 324000 | 4.6655 |
5.1702 | 125.68 | 324500 | 4.6788 |
5.1576 | 125.87 | 325000 | 4.6594 |
5.1698 | 126.07 | 325500 | 4.6876 |
5.1709 | 126.26 | 326000 | 4.6279 |
5.1715 | 126.45 | 326500 | 4.6395 |
5.1827 | 126.65 | 327000 | 4.6317 |
5.1293 | 126.84 | 327500 | 4.6207 |
5.1507 | 127.03 | 328000 | 4.6163 |
5.1405 | 127.23 | 328500 | 4.7318 |
5.1688 | 127.42 | 329000 | 4.6652 |
5.1528 | 127.61 | 329500 | 4.6113 |
5.1774 | 127.81 | 330000 | 4.6650 |
5.157 | 128.0 | 330500 | 4.6729 |
5.1545 | 128.2 | 331000 | 4.6860 |
5.1484 | 128.39 | 331500 | 4.7046 |
5.1579 | 128.58 | 332000 | 4.6765 |
5.155 | 128.78 | 332500 | 4.6561 |
5.152 | 128.97 | 333000 | 4.6237 |
5.122 | 129.16 | 333500 | 4.7033 |
5.1801 | 129.36 | 334000 | 4.7044 |
5.1525 | 129.55 | 334500 | 4.6543 |
5.1408 | 129.74 | 335000 | 4.6393 |
5.1698 | 129.94 | 335500 | 4.6565 |
5.148 | 130.13 | 336000 | 4.6846 |
5.1545 | 130.33 | 336500 | 4.6338 |
5.1722 | 130.52 | 337000 | 4.6764 |
5.1625 | 130.71 | 337500 | 4.6124 |
5.1173 | 130.91 | 338000 | 4.6445 |
5.1472 | 131.1 | 338500 | 4.6434 |
5.1576 | 131.29 | 339000 | 4.7019 |
5.1646 | 131.49 | 339500 | 4.7002 |
5.1405 | 131.68 | 340000 | 4.6766 |
5.144 | 131.87 | 340500 | 4.7034 |
5.166 | 132.07 | 341000 | 4.6412 |
5.1326 | 132.26 | 341500 | 4.6421 |
5.1275 | 132.46 | 342000 | 4.6851 |
5.1701 | 132.65 | 342500 | 4.7266 |
5.1545 | 132.84 | 343000 | 4.6899 |
5.1417 | 133.04 | 343500 | 4.6627 |
5.1514 | 133.23 | 344000 | 4.6416 |
5.1536 | 133.42 | 344500 | 4.6495 |
5.111 | 133.62 | 345000 | 4.7013 |
5.1893 | 133.81 | 345500 | 4.6689 |
5.1364 | 134.0 | 346000 | 4.6513 |
5.1373 | 134.2 | 346500 | 4.6851 |
5.1507 | 134.39 | 347000 | 4.6587 |
5.1641 | 134.59 | 347500 | 4.6495 |
5.1654 | 134.78 | 348000 | 4.6225 |
5.092 | 134.97 | 348500 | 4.6250 |
5.1119 | 135.17 | 349000 | 4.6154 |
5.1291 | 135.36 | 349500 | 4.7067 |
5.1186 | 135.55 | 350000 | 4.5861 |
5.126 | 135.75 | 350500 | 4.6639 |
5.1481 | 135.94 | 351000 | 4.6721 |
5.141 | 136.13 | 351500 | 4.6526 |
5.1069 | 136.33 | 352000 | 4.5954 |
5.1055 | 136.52 | 352500 | 4.7125 |
5.1318 | 136.72 | 353000 | 4.6296 |
5.1424 | 136.91 | 353500 | 4.6253 |
5.1327 | 137.1 | 354000 | 4.6781 |
5.1466 | 137.3 | 354500 | 4.6415 |
5.1038 | 137.49 | 355000 | 4.6388 |
5.1255 | 137.68 | 355500 | 4.6628 |
5.1418 | 137.88 | 356000 | 4.6501 |
5.129 | 138.07 | 356500 | 4.5983 |
5.1397 | 138.26 | 357000 | 4.7088 |
5.0847 | 138.46 | 357500 | 4.6378 |
5.1119 | 138.65 | 358000 | 4.6796 |
5.1186 | 138.85 | 358500 | 4.6510 |
5.1326 | 139.04 | 359000 | 4.6667 |
5.1081 | 139.23 | 359500 | 4.6415 |
5.1246 | 139.43 | 360000 | 4.6483 |
5.0947 | 139.62 | 360500 | 4.6713 |
5.1045 | 139.81 | 361000 | 4.6867 |
5.1247 | 140.01 | 361500 | 4.6256 |
5.1275 | 140.2 | 362000 | 4.6332 |
5.1119 | 140.4 | 362500 | 4.6193 |
5.1322 | 140.59 | 363000 | 4.6423 |
5.0992 | 140.78 | 363500 | 4.6297 |
5.1242 | 140.98 | 364000 | 4.6245 |
5.125 | 141.17 | 364500 | 4.6539 |
5.1336 | 141.36 | 365000 | 4.6512 |
5.087 | 141.56 | 365500 | 4.6423 |
5.1408 | 141.75 | 366000 | 4.6278 |
5.1408 | 141.94 | 366500 | 4.6481 |
5.1311 | 142.14 | 367000 | 4.6555 |
5.1259 | 142.33 | 367500 | 4.6716 |
5.1158 | 142.53 | 368000 | 4.6309 |
5.1291 | 142.72 | 368500 | 4.6945 |
5.1008 | 142.91 | 369000 | 4.6244 |
5.0786 | 143.11 | 369500 | 4.6054 |
5.1142 | 143.3 | 370000 | 4.6389 |
5.1006 | 143.49 | 370500 | 4.5924 |
5.0813 | 143.69 | 371000 | 4.7000 |
5.1472 | 143.88 | 371500 | 4.6102 |
5.0575 | 144.07 | 372000 | 4.7197 |
5.1118 | 144.27 | 372500 | 4.6468 |
5.1216 | 144.46 | 373000 | 4.6500 |
5.098 | 144.66 | 373500 | 4.6282 |
5.1124 | 144.85 | 374000 | 4.6537 |
5.1238 | 145.04 | 374500 | 4.6649 |
5.1223 | 145.24 | 375000 | 4.6566 |
5.0877 | 145.43 | 375500 | 4.6702 |
5.0681 | 145.62 | 376000 | 4.6425 |
5.1048 | 145.82 | 376500 | 4.5965 |
5.1351 | 146.01 | 377000 | 4.5796 |
5.0883 | 146.2 | 377500 | 4.6413 |
5.107 | 146.4 | 378000 | 4.6750 |
5.1095 | 146.59 | 378500 | 4.6302 |
5.1345 | 146.79 | 379000 | 4.6262 |
5.0934 | 146.98 | 379500 | 4.7046 |
5.091 | 147.17 | 380000 | 4.5839 |
5.0958 | 147.37 | 380500 | 4.6483 |
5.0846 | 147.56 | 381000 | 4.7197 |
5.0867 | 147.75 | 381500 | 4.6026 |
5.1107 | 147.95 | 382000 | 4.6655 |
5.0847 | 148.14 | 382500 | 4.6593 |
5.1011 | 148.33 | 383000 | 4.6969 |
5.0883 | 148.53 | 383500 | 4.6399 |
5.0999 | 148.72 | 384000 | 4.6681 |
5.0724 | 148.92 | 384500 | 4.6896 |
5.0846 | 149.11 | 385000 | 4.6477 |
5.0833 | 149.3 | 385500 | 4.6544 |
5.1342 | 149.5 | 386000 | 4.7020 |
5.1026 | 149.69 | 386500 | 4.6443 |
5.0904 | 149.88 | 387000 | 4.6494 |
5.1005 | 150.08 | 387500 | 4.6675 |
5.0673 | 150.27 | 388000 | 4.7551 |
5.064 | 150.46 | 388500 | 4.6737 |
5.0835 | 150.66 | 389000 | 4.6386 |
5.1406 | 150.85 | 389500 | 4.6570 |
5.1144 | 151.05 | 390000 | 4.6210 |
5.1177 | 151.24 | 390500 | 4.6547 |
5.0931 | 151.43 | 391000 | 4.6588 |
5.1044 | 151.63 | 391500 | 4.6797 |
5.0569 | 151.82 | 392000 | 4.6549 |
5.0799 | 152.01 | 392500 | 4.6490 |
5.0747 | 152.21 | 393000 | 4.6263 |
5.1088 | 152.4 | 393500 | 4.6311 |
5.1065 | 152.59 | 394000 | 4.6466 |
5.1162 | 152.79 | 394500 | 4.6308 |
5.095 | 152.98 | 395000 | 4.6296 |
5.0937 | 153.18 | 395500 | 4.6088 |
5.0872 | 153.37 | 396000 | 4.6143 |
5.1172 | 153.56 | 396500 | 4.6439 |
5.0705 | 153.76 | 397000 | 4.6723 |
5.021 | 153.95 | 397500 | 4.6090 |
5.1068 | 154.14 | 398000 | 4.5871 |
5.0918 | 154.34 | 398500 | 4.6574 |
5.0694 | 154.53 | 399000 | 4.6185 |
5.0797 | 154.73 | 399500 | 4.6649 |
5.1152 | 154.92 | 400000 | 4.6526 |
5.092 | 155.11 | 400500 | 4.6287 |
5.0987 | 155.31 | 401000 | 4.5767 |
5.0943 | 155.5 | 401500 | 4.6240 |
5.1002 | 155.69 | 402000 | 4.6742 |
5.0586 | 155.89 | 402500 | 4.6595 |
5.0734 | 156.08 | 403000 | 4.6793 |
5.0594 | 156.27 | 403500 | 4.6257 |
5.1089 | 156.47 | 404000 | 4.5944 |
5.0821 | 156.66 | 404500 | 4.6067 |
5.0733 | 156.86 | 405000 | 4.5806 |
5.1046 | 157.05 | 405500 | 4.6299 |
5.0824 | 157.24 | 406000 | 4.6917 |
5.0966 | 157.44 | 406500 | 4.6331 |
5.0584 | 157.63 | 407000 | 4.6799 |
5.0961 | 157.82 | 407500 | 4.5913 |
5.0516 | 158.02 | 408000 | 4.6685 |
5.0652 | 158.21 | 408500 | 4.6875 |
5.0613 | 158.4 | 409000 | 4.6263 |
5.0779 | 158.6 | 409500 | 4.6392 |
5.0715 | 158.79 | 410000 | 4.6311 |
5.0961 | 158.99 | 410500 | 4.6491 |
5.0689 | 159.18 | 411000 | 4.6069 |
5.0583 | 159.37 | 411500 | 4.6596 |
5.0729 | 159.57 | 412000 | 4.6396 |
5.0655 | 159.76 | 412500 | 4.5913 |
5.0744 | 159.95 | 413000 | 4.6231 |
5.0401 | 160.15 | 413500 | 4.6444 |
5.0759 | 160.34 | 414000 | 4.6040 |
5.091 | 160.53 | 414500 | 4.5957 |
5.0856 | 160.73 | 415000 | 4.6153 |
5.0728 | 160.92 | 415500 | 4.6669 |
5.0669 | 161.12 | 416000 | 4.6688 |
5.0697 | 161.31 | 416500 | 4.6128 |
5.0422 | 161.5 | 417000 | 4.6078 |
5.1009 | 161.7 | 417500 | 4.6082 |
5.0749 | 161.89 | 418000 | 4.6587 |
5.0663 | 162.08 | 418500 | 4.6171 |
5.088 | 162.28 | 419000 | 4.6488 |
5.0823 | 162.47 | 419500 | 4.6632 |
5.0923 | 162.66 | 420000 | 4.6439 |
5.0753 | 162.86 | 420500 | 4.6390 |
5.0344 | 163.05 | 421000 | 4.6698 |
5.0527 | 163.25 | 421500 | 4.6499 |
5.0546 | 163.44 | 422000 | 4.6399 |
5.0697 | 163.63 | 422500 | 4.6346 |
5.0431 | 163.83 | 423000 | 4.6887 |
5.0807 | 164.02 | 423500 | 4.6480 |
5.082 | 164.21 | 424000 | 4.6278 |
5.0768 | 164.41 | 424500 | 4.6293 |
5.0538 | 164.6 | 425000 | 4.5900 |
5.1019 | 164.79 | 425500 | 4.6261 |
5.0401 | 164.99 | 426000 | 4.6012 |
5.0443 | 165.18 | 426500 | 4.6585 |
5.0392 | 165.38 | 427000 | 4.6482 |
5.0577 | 165.57 | 427500 | 4.6237 |
5.0673 | 165.76 | 428000 | 4.6624 |
5.0679 | 165.96 | 428500 | 4.6277 |
5.0674 | 166.15 | 429000 | 4.6344 |
5.0543 | 166.34 | 429500 | 4.6330 |
5.035 | 166.54 | 430000 | 4.6193 |
5.0484 | 166.73 | 430500 | 4.6326 |
5.0505 | 166.92 | 431000 | 4.6336 |
5.0654 | 167.12 | 431500 | 4.6119 |
5.0526 | 167.31 | 432000 | 4.5862 |
5.0543 | 167.51 | 432500 | 4.6123 |
5.0533 | 167.7 | 433000 | 4.6625 |
5.0679 | 167.89 | 433500 | 4.5900 |
5.053 | 168.09 | 434000 | 4.6430 |
5.0634 | 168.28 | 434500 | 4.6951 |
5.0796 | 168.47 | 435000 | 4.6482 |
5.0616 | 168.67 | 435500 | 4.6171 |
5.0717 | 168.86 | 436000 | 4.6337 |
5.0526 | 169.05 | 436500 | 4.6689 |
5.0225 | 169.25 | 437000 | 4.6799 |
5.0397 | 169.44 | 437500 | 4.6678 |
5.0463 | 169.64 | 438000 | 4.6150 |
5.0423 | 169.83 | 438500 | 4.6304 |
5.09 | 170.02 | 439000 | 4.6044 |
5.0528 | 170.22 | 439500 | 4.5924 |
5.0255 | 170.41 | 440000 | 4.6420 |
5.0379 | 170.6 | 440500 | 4.6843 |
5.0468 | 170.8 | 441000 | 4.6426 |
5.0386 | 170.99 | 441500 | 4.6452 |
5.0413 | 171.19 | 442000 | 4.5882 |
5.0376 | 171.38 | 442500 | 4.6175 |
5.0392 | 171.57 | 443000 | 4.6080 |
5.0686 | 171.77 | 443500 | 4.6625 |
5.0624 | 171.96 | 444000 | 4.6356 |
5.0373 | 172.15 | 444500 | 4.6022 |
5.0316 | 172.35 | 445000 | 4.5860 |
5.066 | 172.54 | 445500 | 4.6210 |
5.0497 | 172.73 | 446000 | 4.6573 |
5.0269 | 172.93 | 446500 | 4.6286 |
5.0424 | 173.12 | 447000 | 4.6056 |
5.0346 | 173.32 | 447500 | 4.6705 |
5.0408 | 173.51 | 448000 | 4.6182 |
5.0398 | 173.7 | 448500 | 4.5742 |
5.0307 | 173.9 | 449000 | 4.6746 |
5.0222 | 174.09 | 449500 | 4.6221 |
5.0346 | 174.28 | 450000 | 4.6202 |
5.0483 | 174.48 | 450500 | 4.5958 |
5.0295 | 174.67 | 451000 | 4.6061 |
5.0443 | 174.86 | 451500 | 4.6373 |
5.0558 | 175.06 | 452000 | 4.6461 |
5.0706 | 175.25 | 452500 | 4.6051 |
5.0453 | 175.45 | 453000 | 4.6049 |
5.0132 | 175.64 | 453500 | 4.6212 |
5.0082 | 175.83 | 454000 | 4.6547 |
5.0199 | 176.03 | 454500 | 4.6524 |
5.055 | 176.22 | 455000 | 4.5756 |
5.0609 | 176.41 | 455500 | 4.5892 |
5.0243 | 176.61 | 456000 | 4.6689 |
5.0221 | 176.8 | 456500 | 4.6735 |
5.0326 | 176.99 | 457000 | 4.5808 |
5.0038 | 177.19 | 457500 | 4.6758 |
5.0487 | 177.38 | 458000 | 4.6492 |
5.0268 | 177.58 | 458500 | 4.6508 |
5.0763 | 177.77 | 459000 | 4.5993 |
5.0142 | 177.96 | 459500 | 4.5867 |
5.0267 | 178.16 | 460000 | 4.5882 |
5.0271 | 178.35 | 460500 | 4.6226 |
5.0125 | 178.54 | 461000 | 4.6341 |
5.0212 | 178.74 | 461500 | 4.5510 |
5.0559 | 178.93 | 462000 | 4.6415 |
5.0685 | 179.12 | 462500 | 4.5580 |
5.0566 | 179.32 | 463000 | 4.6585 |
5.0603 | 179.51 | 463500 | 4.6265 |
5.0761 | 179.71 | 464000 | 4.6739 |
5.058 | 179.9 | 464500 | 4.6166 |
5.0495 | 180.09 | 465000 | 4.6514 |
5.0363 | 180.29 | 465500 | 4.6385 |
5.054 | 180.48 | 466000 | 4.6604 |
5.0049 | 180.67 | 466500 | 4.6104 |
5.0024 | 180.87 | 467000 | 4.5737 |
5.0437 | 181.06 | 467500 | 4.5853 |
5.0377 | 181.25 | 468000 | 4.6107 |
5.047 | 181.45 | 468500 | 4.6600 |
5.0433 | 181.64 | 469000 | 4.6342 |
5.0278 | 181.84 | 469500 | 4.6646 |
5.023 | 182.03 | 470000 | 4.6279 |
5.0499 | 182.22 | 470500 | 4.5782 |
5.0582 | 182.42 | 471000 | 4.6207 |
5.0594 | 182.61 | 471500 | 4.6231 |
5.0328 | 182.8 | 472000 | 4.6403 |
5.0132 | 183.0 | 472500 | 4.5802 |
5.0466 | 183.19 | 473000 | 4.5834 |
5.017 | 183.38 | 473500 | 4.6541 |
5.0221 | 183.58 | 474000 | 4.6816 |
5.0459 | 183.77 | 474500 | 4.6648 |
5.0595 | 183.97 | 475000 | 4.6397 |
5.0215 | 184.16 | 475500 | 4.6119 |
5.023 | 184.35 | 476000 | 4.6375 |
5.0236 | 184.55 | 476500 | 4.5856 |
5.0103 | 184.74 | 477000 | 4.6030 |
5.0094 | 184.93 | 477500 | 4.5934 |
5.0158 | 185.13 | 478000 | 4.5898 |
5.0278 | 185.32 | 478500 | 4.5470 |
5.0085 | 185.52 | 479000 | 4.5918 |
5.0139 | 185.71 | 479500 | 4.5776 |
5.0142 | 185.9 | 480000 | 4.5758 |
5.0194 | 186.1 | 480500 | 4.6089 |
5.0627 | 186.29 | 481000 | 4.6329 |
5.048 | 186.48 | 481500 | 4.6212 |
5.0391 | 186.68 | 482000 | 4.6001 |
5.0339 | 186.87 | 482500 | 4.6394 |
5.0192 | 187.06 | 483000 | 4.5867 |
5.0167 | 187.26 | 483500 | 4.6118 |
5.0388 | 187.45 | 484000 | 4.6185 |
5.0192 | 187.65 | 484500 | 4.6105 |
4.9838 | 187.84 | 485000 | 4.5444 |
5.0113 | 188.03 | 485500 | 4.5455 |
5.0263 | 188.23 | 486000 | 4.6326 |
5.0407 | 188.42 | 486500 | 4.5215 |
5.0218 | 188.61 | 487000 | 4.6535 |
5.0533 | 188.81 | 487500 | 4.5754 |
5.0421 | 189.0 | 488000 | 4.5995 |
4.9996 | 189.19 | 488500 | 4.5951 |
5.0139 | 189.39 | 489000 | 4.5619 |
5.0086 | 189.58 | 489500 | 4.6453 |
5.0168 | 189.78 | 490000 | 4.6208 |
5.0132 | 189.97 | 490500 | 4.6262 |
4.9824 | 190.16 | 491000 | 4.5597 |
5.0189 | 190.36 | 491500 | 4.6206 |
5.0209 | 190.55 | 492000 | 4.6625 |
4.9922 | 190.74 | 492500 | 4.5868 |
5.0102 | 190.94 | 493000 | 4.5636 |
5.01 | 191.13 | 493500 | 4.5787 |
5.0312 | 191.32 | 494000 | 4.6383 |
5.0046 | 191.52 | 494500 | 4.5686 |
5.028 | 191.71 | 495000 | 4.6079 |
5.0014 | 191.91 | 495500 | 4.5978 |
5.0081 | 192.1 | 496000 | 4.6393 |
5.0245 | 192.29 | 496500 | 4.6299 |
4.9882 | 192.49 | 497000 | 4.6612 |
5.0378 | 192.68 | 497500 | 4.6694 |
5.038 | 192.87 | 498000 | 4.5881 |
4.9825 | 193.07 | 498500 | 4.6257 |
4.9975 | 193.26 | 499000 | 4.6191 |
4.9916 | 193.45 | 499500 | 4.6011 |
5.0409 | 193.65 | 500000 | 4.6302 |
5.0264 | 193.84 | 500500 | 4.6366 |
4.9934 | 194.04 | 501000 | 4.5992 |
5.0126 | 194.23 | 501500 | 4.6154 |
4.9891 | 194.42 | 502000 | 4.6250 |
5.0302 | 194.62 | 502500 | 4.6473 |
5.0021 | 194.81 | 503000 | 4.5888 |
5.006 | 195.0 | 503500 | 4.6448 |
5.017 | 195.2 | 504000 | 4.6617 |
4.9693 | 195.39 | 504500 | 4.6110 |
5.0293 | 195.58 | 505000 | 4.6744 |
5.0358 | 195.78 | 505500 | 4.6508 |
5.0187 | 195.97 | 506000 | 4.5658 |
5.0097 | 196.17 | 506500 | 4.6025 |
5.0261 | 196.36 | 507000 | 4.5382 |
5.02 | 196.55 | 507500 | 4.5845 |
5.0276 | 196.75 | 508000 | 4.6287 |
5.0224 | 196.94 | 508500 | 4.5988 |
5.0222 | 197.13 | 509000 | 4.5801 |
5.0001 | 197.33 | 509500 | 4.5917 |
5.0184 | 197.52 | 510000 | 4.5955 |
4.9988 | 197.71 | 510500 | 4.6127 |
5.0364 | 197.91 | 511000 | 4.6252 |
5.0127 | 198.1 | 511500 | 4.5860 |
5.0004 | 198.3 | 512000 | 4.6316 |
5.0051 | 198.49 | 512500 | 4.5972 |
4.9947 | 198.68 | 513000 | 4.5635 |
4.9888 | 198.88 | 513500 | 4.6411 |
5.0019 | 199.07 | 514000 | 4.6532 |
5.0324 | 199.26 | 514500 | 4.6431 |
4.9744 | 199.46 | 515000 | 4.6178 |
5.0009 | 199.65 | 515500 | 4.6012 |
5.0052 | 199.85 | 516000 | 4.6684 |
4.9906 | 200.04 | 516500 | 4.5890 |
4.9875 | 200.23 | 517000 | 4.5783 |
4.9963 | 200.43 | 517500 | 4.5779 |
4.9886 | 200.62 | 518000 | 4.5576 |
4.9949 | 200.81 | 518500 | 4.6406 |
5.0334 | 201.01 | 519000 | 4.5376 |
5.0074 | 201.2 | 519500 | 4.6094 |
5.0268 | 201.39 | 520000 | 4.5594 |
4.9814 | 201.59 | 520500 | 4.6299 |
4.977 | 201.78 | 521000 | 4.6215 |
5.0069 | 201.98 | 521500 | 4.6223 |
5.0043 | 202.17 | 522000 | 4.5823 |
4.9816 | 202.36 | 522500 | 4.5796 |
4.9702 | 202.56 | 523000 | 4.6038 |
5.0125 | 202.75 | 523500 | 4.6243 |
4.999 | 202.94 | 524000 | 4.6025 |
5.0011 | 203.14 | 524500 | 4.6199 |
4.9906 | 203.33 | 525000 | 4.6255 |
5.0185 | 203.52 | 525500 | 4.6336 |
4.9867 | 203.72 | 526000 | 4.5835 |
4.9945 | 203.91 | 526500 | 4.5618 |
5.0135 | 204.11 | 527000 | 4.5448 |
4.9615 | 204.3 | 527500 | 4.6231 |
4.9839 | 204.49 | 528000 | 4.6469 |
5.0091 | 204.69 | 528500 | 4.6449 |
4.9915 | 204.88 | 529000 | 4.5639 |
5.018 | 205.07 | 529500 | 4.6456 |
4.9599 | 205.27 | 530000 | 4.6047 |
5.008 | 205.46 | 530500 | 4.5891 |
5.0118 | 205.65 | 531000 | 4.6102 |
4.9864 | 205.85 | 531500 | 4.5922 |
5.0166 | 206.04 | 532000 | 4.5949 |
4.9867 | 206.24 | 532500 | 4.5953 |
4.9634 | 206.43 | 533000 | 4.6449 |
5.0066 | 206.62 | 533500 | 4.6108 |
4.999 | 206.82 | 534000 | 4.6053 |
4.9361 | 207.01 | 534500 | 4.5673 |
4.9927 | 207.2 | 535000 | 4.6449 |
5.0055 | 207.4 | 535500 | 4.5462 |
4.9669 | 207.59 | 536000 | 4.5932 |
4.9787 | 207.78 | 536500 | 4.6001 |
4.9651 | 207.98 | 537000 | 4.5481 |
4.9737 | 208.17 | 537500 | 4.6271 |
4.9676 | 208.37 | 538000 | 4.5922 |
4.9539 | 208.56 | 538500 | 4.6001 |
4.9937 | 208.75 | 539000 | 4.5992 |
4.995 | 208.95 | 539500 | 4.6240 |
4.9894 | 209.14 | 540000 | 4.6667 |
4.9579 | 209.33 | 540500 | 4.6028 |
4.9876 | 209.53 | 541000 | 4.5835 |
4.9583 | 209.72 | 541500 | 4.6246 |
4.97 | 209.91 | 542000 | 4.5543 |
4.9582 | 210.11 | 542500 | 4.6105 |
5.011 | 210.3 | 543000 | 4.6131 |
5.0124 | 210.5 | 543500 | 4.5883 |
4.9656 | 210.69 | 544000 | 4.5350 |
4.9667 | 210.88 | 544500 | 4.5554 |
5.0102 | 211.08 | 545000 | 4.6667 |
4.9745 | 211.27 | 545500 | 4.5862 |
4.9857 | 211.46 | 546000 | 4.5805 |
5.031 | 211.66 | 546500 | 4.5619 |
4.9636 | 211.85 | 547000 | 4.6054 |
4.9657 | 212.04 | 547500 | 4.5784 |
4.9651 | 212.24 | 548000 | 4.5870 |
4.9429 | 212.43 | 548500 | 4.5620 |
4.9635 | 212.63 | 549000 | 4.5150 |
5.0226 | 212.82 | 549500 | 4.5946 |
4.9968 | 213.01 | 550000 | 4.5359 |
4.9442 | 213.21 | 550500 | 4.5816 |
4.9841 | 213.4 | 551000 | 4.5867 |
5.0099 | 213.59 | 551500 | 4.5888 |
4.9901 | 213.79 | 552000 | 4.6176 |
4.9895 | 213.98 | 552500 | 4.5839 |
4.9764 | 214.18 | 553000 | 4.5801 |
4.9877 | 214.37 | 553500 | 4.5767 |
4.9913 | 214.56 | 554000 | 4.6041 |
4.9995 | 214.76 | 554500 | 4.5653 |
4.9747 | 214.95 | 555000 | 4.6008 |
4.9872 | 215.14 | 555500 | 4.6596 |
5.0145 | 215.34 | 556000 | 4.5687 |
4.9535 | 215.53 | 556500 | 4.6187 |
4.9526 | 215.72 | 557000 | 4.5964 |
4.9953 | 215.92 | 557500 | 4.6360 |
4.9708 | 216.11 | 558000 | 4.6083 |
4.9678 | 216.31 | 558500 | 4.6131 |
5.0026 | 216.5 | 559000 | 4.6309 |
4.9618 | 216.69 | 559500 | 4.6141 |
5.0064 | 216.89 | 560000 | 4.6454 |
4.9817 | 217.08 | 560500 | 4.5888 |
4.9541 | 217.27 | 561000 | 4.6149 |
4.9918 | 217.47 | 561500 | 4.6032 |
4.9531 | 217.66 | 562000 | 4.5679 |
4.9764 | 217.85 | 562500 | 4.6421 |
4.9781 | 218.05 | 563000 | 4.6027 |
4.9831 | 218.24 | 563500 | 4.6321 |
4.9789 | 218.44 | 564000 | 4.6009 |
4.9838 | 218.63 | 564500 | 4.5425 |
4.9494 | 218.82 | 565000 | 4.6361 |
4.9631 | 219.02 | 565500 | 4.5612 |
4.9588 | 219.21 | 566000 | 4.5644 |
4.9948 | 219.4 | 566500 | 4.5891 |
4.9674 | 219.6 | 567000 | 4.5998 |
4.9726 | 219.79 | 567500 | 4.6418 |
4.9679 | 219.98 | 568000 | 4.5708 |
4.9739 | 220.18 | 568500 | 4.5730 |
4.9697 | 220.37 | 569000 | 4.6555 |
4.9897 | 220.57 | 569500 | 4.6137 |
4.9677 | 220.76 | 570000 | 4.6147 |
4.9601 | 220.95 | 570500 | 4.5799 |
4.993 | 221.15 | 571000 | 4.6446 |
4.9488 | 221.34 | 571500 | 4.5993 |
4.9381 | 221.53 | 572000 | 4.6184 |
4.9681 | 221.73 | 572500 | 4.5561 |
4.9585 | 221.92 | 573000 | 4.5819 |
4.978 | 222.11 | 573500 | 4.5991 |
4.9784 | 222.31 | 574000 | 4.5929 |
4.9822 | 222.5 | 574500 | 4.5974 |
4.9647 | 222.7 | 575000 | 4.5933 |
4.9501 | 222.89 | 575500 | 4.6256 |
4.997 | 223.08 | 576000 | 4.6090 |
4.9712 | 223.28 | 576500 | 4.6020 |
4.9785 | 223.47 | 577000 | 4.6017 |
4.9847 | 223.66 | 577500 | 4.5722 |
4.964 | 223.86 | 578000 | 4.6043 |
4.9784 | 224.05 | 578500 | 4.5957 |
4.9362 | 224.24 | 579000 | 4.6169 |
4.9562 | 224.44 | 579500 | 4.6346 |
4.9822 | 224.63 | 580000 | 4.5615 |
4.9815 | 224.83 | 580500 | 4.6025 |
4.973 | 225.02 | 581000 | 4.5917 |
4.9469 | 225.21 | 581500 | 4.5924 |
4.9687 | 225.41 | 582000 | 4.6363 |
4.9711 | 225.6 | 582500 | 4.5775 |
4.957 | 225.79 | 583000 | 4.5568 |
4.9861 | 225.99 | 583500 | 4.5973 |
4.9502 | 226.18 | 584000 | 4.5664 |
4.9943 | 226.37 | 584500 | 4.5709 |
4.9446 | 226.57 | 585000 | 4.5394 |
4.9405 | 226.76 | 585500 | 4.5962 |
4.9803 | 226.96 | 586000 | 4.6083 |
4.964 | 227.15 | 586500 | 4.5822 |
4.9267 | 227.34 | 587000 | 4.5537 |
4.961 | 227.54 | 587500 | 4.5722 |
4.9765 | 227.73 | 588000 | 4.6555 |
4.9776 | 227.92 | 588500 | 4.5503 |
4.9863 | 228.12 | 589000 | 4.5895 |
4.98 | 228.31 | 589500 | 4.5936 |
4.9758 | 228.51 | 590000 | 4.6322 |
4.9725 | 228.7 | 590500 | 4.5877 |
4.9382 | 228.89 | 591000 | 4.5975 |
4.9806 | 229.09 | 591500 | 4.6007 |
4.9453 | 229.28 | 592000 | 4.5327 |
5.0154 | 229.47 | 592500 | 4.5965 |
5.0042 | 229.67 | 593000 | 4.5762 |
4.9628 | 229.86 | 593500 | 4.5601 |
4.9498 | 230.05 | 594000 | 4.5539 |
4.946 | 230.25 | 594500 | 4.6191 |
4.9807 | 230.44 | 595000 | 4.6549 |
5.0067 | 230.64 | 595500 | 4.6462 |
4.9456 | 230.83 | 596000 | 4.6296 |
4.9557 | 231.02 | 596500 | 4.5759 |
4.9854 | 231.22 | 597000 | 4.6199 |
4.9411 | 231.41 | 597500 | 4.5873 |
4.9406 | 231.6 | 598000 | 4.5600 |
4.991 | 231.8 | 598500 | 4.6415 |
4.9505 | 231.99 | 599000 | 4.5989 |
4.9486 | 232.18 | 599500 | 4.5988 |
4.9458 | 232.38 | 600000 | 4.5758 |
4.9643 | 232.57 | 600500 | 4.5823 |
4.976 | 232.77 | 601000 | 4.6092 |
4.9912 | 232.96 | 601500 | 4.5642 |
4.9719 | 233.15 | 602000 | 4.6074 |
4.9537 | 233.35 | 602500 | 4.6393 |
4.9755 | 233.54 | 603000 | 4.5997 |
4.9689 | 233.73 | 603500 | 4.5772 |
4.9349 | 233.93 | 604000 | 4.5815 |
4.9816 | 234.12 | 604500 | 4.6165 |
4.9822 | 234.31 | 605000 | 4.5904 |
4.9927 | 234.51 | 605500 | 4.5770 |
4.8982 | 234.7 | 606000 | 4.5705 |
4.9542 | 234.9 | 606500 | 4.6136 |
4.9529 | 235.09 | 607000 | 4.5175 |
4.952 | 235.28 | 607500 | 4.5426 |
4.9741 | 235.48 | 608000 | 4.5605 |
4.969 | 235.67 | 608500 | 4.5449 |
4.9737 | 235.86 | 609000 | 4.5624 |
4.9586 | 236.06 | 609500 | 4.5837 |
4.9318 | 236.25 | 610000 | 4.6092 |
4.9581 | 236.44 | 610500 | 4.5967 |
4.9561 | 236.64 | 611000 | 4.6130 |
4.9694 | 236.83 | 611500 | 4.5761 |
4.9584 | 237.03 | 612000 | 4.5696 |
4.9446 | 237.22 | 612500 | 4.5760 |
4.9417 | 237.41 | 613000 | 4.5546 |
4.9605 | 237.61 | 613500 | 4.5803 |
4.9368 | 237.8 | 614000 | 4.6198 |
4.9544 | 237.99 | 614500 | 4.5828 |
4.9686 | 238.19 | 615000 | 4.5531 |
4.9547 | 238.38 | 615500 | 4.5810 |
4.9425 | 238.57 | 616000 | 4.5683 |
4.9399 | 238.77 | 616500 | 4.6122 |
4.9466 | 238.96 | 617000 | 4.5527 |
4.9553 | 239.16 | 617500 | 4.5944 |
4.9851 | 239.35 | 618000 | 4.6089 |
4.9325 | 239.54 | 618500 | 4.5768 |
4.9584 | 239.74 | 619000 | 4.5567 |
4.959 | 239.93 | 619500 | 4.5512 |
4.9593 | 240.12 | 620000 | 4.5891 |
4.9374 | 240.32 | 620500 | 4.5979 |
4.9407 | 240.51 | 621000 | 4.5941 |
4.943 | 240.7 | 621500 | 4.5892 |
4.9573 | 240.9 | 622000 | 4.5708 |
4.9449 | 241.09 | 622500 | 4.6256 |
4.9495 | 241.29 | 623000 | 4.5920 |
4.9016 | 241.48 | 623500 | 4.5322 |
4.9465 | 241.67 | 624000 | 4.5486 |
4.9224 | 241.87 | 624500 | 4.5225 |
4.9309 | 242.06 | 625000 | 4.5481 |
4.9409 | 242.25 | 625500 | 4.5319 |
4.9674 | 242.45 | 626000 | 4.5847 |
4.9751 | 242.64 | 626500 | 4.5836 |
4.9496 | 242.84 | 627000 | 4.5310 |
4.9357 | 243.03 | 627500 | 4.5478 |
4.9537 | 243.22 | 628000 | 4.6091 |
4.9327 | 243.42 | 628500 | 4.6160 |
4.9298 | 243.61 | 629000 | 4.6066 |
4.9404 | 243.8 | 629500 | 4.5756 |
4.9156 | 244.0 | 630000 | 4.6201 |
4.9377 | 244.19 | 630500 | 4.5257 |
4.9302 | 244.38 | 631000 | 4.5889 |
4.9338 | 244.58 | 631500 | 4.5625 |
4.973 | 244.77 | 632000 | 4.5262 |
4.9637 | 244.97 | 632500 | 4.5739 |
4.953 | 245.16 | 633000 | 4.6345 |
4.9343 | 245.35 | 633500 | 4.5319 |
4.9221 | 245.55 | 634000 | 4.5783 |
4.9436 | 245.74 | 634500 | 4.6011 |
4.9268 | 245.93 | 635000 | 4.5810 |
4.9332 | 246.13 | 635500 | 4.6190 |
4.9638 | 246.32 | 636000 | 4.5978 |
4.9321 | 246.51 | 636500 | 4.5796 |
4.9726 | 246.71 | 637000 | 4.5584 |
4.9508 | 246.9 | 637500 | 4.5543 |
4.9408 | 247.1 | 638000 | 4.6032 |
4.9084 | 247.29 | 638500 | 4.6223 |
4.9482 | 247.48 | 639000 | 4.5176 |
4.9604 | 247.68 | 639500 | 4.6100 |
4.9103 | 247.87 | 640000 | 4.5975 |
4.9294 | 248.06 | 640500 | 4.5458 |
4.9076 | 248.26 | 641000 | 4.5483 |
4.9611 | 248.45 | 641500 | 4.6172 |
4.9412 | 248.64 | 642000 | 4.5800 |
4.9363 | 248.84 | 642500 | 4.5697 |
4.9255 | 249.03 | 643000 | 4.6178 |
4.9201 | 249.23 | 643500 | 4.5775 |
4.9222 | 249.42 | 644000 | 4.6160 |
4.9398 | 249.61 | 644500 | 4.5784 |
4.9633 | 249.81 | 645000 | 4.5082 |
4.9393 | 250.0 | 645500 | 4.5499 |
4.9278 | 250.19 | 646000 | 4.5829 |
4.9404 | 250.39 | 646500 | 4.5776 |
4.9318 | 250.58 | 647000 | 4.5822 |
4.9661 | 250.77 | 647500 | 4.5981 |
4.9556 | 250.97 | 648000 | 4.6041 |
4.951 | 251.16 | 648500 | 4.5571 |
4.9238 | 251.36 | 649000 | 4.5396 |
4.9405 | 251.55 | 649500 | 4.6400 |
4.9378 | 251.74 | 650000 | 4.5329 |
4.9412 | 251.94 | 650500 | 4.6378 |
4.9146 | 252.13 | 651000 | 4.6059 |
4.9355 | 252.32 | 651500 | 4.5829 |
4.9488 | 252.52 | 652000 | 4.6171 |
4.9295 | 252.71 | 652500 | 4.5310 |
4.9254 | 252.9 | 653000 | 4.5777 |
4.9049 | 253.1 | 653500 | 4.4950 |
4.9421 | 253.29 | 654000 | 4.5413 |
4.9094 | 253.49 | 654500 | 4.5855 |
4.9219 | 253.68 | 655000 | 4.5817 |
4.9227 | 253.87 | 655500 | 4.5448 |
4.9289 | 254.07 | 656000 | 4.6036 |
4.9144 | 254.26 | 656500 | 4.5226 |
4.9169 | 254.45 | 657000 | 4.5677 |
4.9693 | 254.65 | 657500 | 4.5450 |
4.9343 | 254.84 | 658000 | 4.5443 |
4.9246 | 255.03 | 658500 | 4.5699 |
4.9535 | 255.23 | 659000 | 4.5739 |
4.9509 | 255.42 | 659500 | 4.5793 |
4.9639 | 255.62 | 660000 | 4.5622 |
4.9252 | 255.81 | 660500 | 4.5446 |
4.9419 | 256.0 | 661000 | 4.5459 |
4.9123 | 256.2 | 661500 | 4.5765 |
4.9444 | 256.39 | 662000 | 4.5772 |
4.9129 | 256.58 | 662500 | 4.5738 |
4.9512 | 256.78 | 663000 | 4.5633 |
4.9184 | 256.97 | 663500 | 4.5329 |
4.918 | 257.16 | 664000 | 4.5759 |
4.9703 | 257.36 | 664500 | 4.5535 |
4.8951 | 257.55 | 665000 | 4.5605 |
4.9344 | 257.75 | 665500 | 4.5889 |
4.9155 | 257.94 | 666000 | 4.5093 |
4.9273 | 258.13 | 666500 | 4.5377 |
4.9014 | 258.33 | 667000 | 4.6059 |
4.9038 | 258.52 | 667500 | 4.6293 |
4.9085 | 258.71 | 668000 | 4.5771 |
4.9688 | 258.91 | 668500 | 4.5937 |
4.9282 | 259.1 | 669000 | 4.5715 |
4.914 | 259.3 | 669500 | 4.5980 |
4.9244 | 259.49 | 670000 | 4.5495 |
4.8972 | 259.68 | 670500 | 4.5747 |
4.9082 | 259.88 | 671000 | 4.5437 |
4.9229 | 260.07 | 671500 | 4.5917 |
4.9751 | 260.26 | 672000 | 4.5517 |
4.9218 | 260.46 | 672500 | 4.5802 |
4.9566 | 260.65 | 673000 | 4.5887 |
4.9017 | 260.84 | 673500 | 4.5906 |
4.9345 | 261.04 | 674000 | 4.5663 |
4.9155 | 261.23 | 674500 | 4.5886 |
4.8994 | 261.43 | 675000 | 4.5520 |
4.9295 | 261.62 | 675500 | 4.5079 |
4.9277 | 261.81 | 676000 | 4.5945 |
4.9464 | 262.01 | 676500 | 4.5712 |
4.9014 | 262.2 | 677000 | 4.6088 |
4.9319 | 262.39 | 677500 | 4.5958 |
4.9413 | 262.59 | 678000 | 4.5615 |
4.9195 | 262.78 | 678500 | 4.5409 |
4.9107 | 262.97 | 679000 | 4.5550 |
4.9082 | 263.17 | 679500 | 4.5825 |
4.9275 | 263.36 | 680000 | 4.6111 |
4.931 | 263.56 | 680500 | 4.5889 |
4.9333 | 263.75 | 681000 | 4.6167 |
4.947 | 263.94 | 681500 | 4.5589 |
4.8966 | 264.14 | 682000 | 4.5735 |
4.915 | 264.33 | 682500 | 4.5661 |
4.9186 | 264.52 | 683000 | 4.5627 |
4.9142 | 264.72 | 683500 | 4.5725 |
4.8814 | 264.91 | 684000 | 4.5923 |
4.9096 | 265.1 | 684500 | 4.5605 |
4.9757 | 265.3 | 685000 | 4.5510 |
4.9025 | 265.49 | 685500 | 4.6212 |
4.9246 | 265.69 | 686000 | 4.5828 |
4.9006 | 265.88 | 686500 | 4.5838 |
4.9119 | 266.07 | 687000 | 4.6153 |
4.9362 | 266.27 | 687500 | 4.5697 |
4.9277 | 266.46 | 688000 | 4.5671 |
4.9299 | 266.65 | 688500 | 4.5609 |
4.9246 | 266.85 | 689000 | 4.5777 |
4.9306 | 267.04 | 689500 | 4.5617 |
4.912 | 267.23 | 690000 | 4.5434 |
4.9114 | 267.43 | 690500 | 4.5751 |
4.9181 | 267.62 | 691000 | 4.5817 |
4.9224 | 267.82 | 691500 | 4.5695 |
4.945 | 268.01 | 692000 | 4.5817 |
4.9513 | 268.2 | 692500 | 4.6164 |
4.9435 | 268.4 | 693000 | 4.5719 |
4.9413 | 268.59 | 693500 | 4.5957 |
4.9302 | 268.78 | 694000 | 4.5299 |
4.9189 | 268.98 | 694500 | 4.5676 |
4.9059 | 269.17 | 695000 | 4.5796 |
4.8954 | 269.36 | 695500 | 4.5857 |
4.9197 | 269.56 | 696000 | 4.5793 |
4.9411 | 269.75 | 696500 | 4.4963 |
4.9251 | 269.95 | 697000 | 4.5605 |
4.9233 | 270.14 | 697500 | 4.5649 |
4.9333 | 270.33 | 698000 | 4.5931 |
4.9142 | 270.53 | 698500 | 4.6022 |
4.9582 | 270.72 | 699000 | 4.5826 |
4.9147 | 270.91 | 699500 | 4.6287 |
4.8977 | 271.11 | 700000 | 4.6130 |
4.9017 | 271.3 | 700500 | 4.5099 |
4.9198 | 271.49 | 701000 | 4.5483 |
4.9235 | 271.69 | 701500 | 4.5773 |
4.912 | 271.88 | 702000 | 4.5295 |
4.8983 | 272.08 | 702500 | 4.5843 |
4.92 | 272.27 | 703000 | 4.5655 |
4.8782 | 272.46 | 703500 | 4.5495 |
4.9054 | 272.66 | 704000 | 4.6049 |
4.8996 | 272.85 | 704500 | 4.5158 |
4.9308 | 273.04 | 705000 | 4.5646 |
4.9222 | 273.24 | 705500 | 4.5603 |
4.9274 | 273.43 | 706000 | 4.5709 |
4.8765 | 273.63 | 706500 | 4.5242 |
4.9043 | 273.82 | 707000 | 4.5524 |
4.9067 | 274.01 | 707500 | 4.5781 |
4.9144 | 274.21 | 708000 | 4.5568 |
4.9164 | 274.4 | 708500 | 4.5519 |
4.9495 | 274.59 | 709000 | 4.5607 |
4.9212 | 274.79 | 709500 | 4.5742 |
4.9194 | 274.98 | 710000 | 4.5318 |
4.9267 | 275.17 | 710500 | 4.6119 |
4.9184 | 275.37 | 711000 | 4.5669 |
4.9035 | 275.56 | 711500 | 4.5798 |
4.9103 | 275.76 | 712000 | 4.5863 |
4.9253 | 275.95 | 712500 | 4.5249 |
4.8813 | 276.14 | 713000 | 4.5601 |
4.8903 | 276.34 | 713500 | 4.5526 |
4.9048 | 276.53 | 714000 | 4.5725 |
4.9467 | 276.72 | 714500 | 4.5792 |
4.9072 | 276.92 | 715000 | 4.5931 |
4.8944 | 277.11 | 715500 | 4.5449 |
4.9274 | 277.3 | 716000 | 4.5800 |
4.9524 | 277.5 | 716500 | 4.5897 |
4.9569 | 277.69 | 717000 | 4.5827 |
4.897 | 277.89 | 717500 | 4.5808 |
4.8957 | 278.08 | 718000 | 4.5695 |
4.9241 | 278.27 | 718500 | 4.5371 |
4.9084 | 278.47 | 719000 | 4.5280 |
4.8982 | 278.66 | 719500 | 4.5588 |
4.9292 | 278.85 | 720000 | 4.5697 |
4.9243 | 279.05 | 720500 | 4.5839 |
4.9417 | 279.24 | 721000 | 4.5816 |
4.9359 | 279.43 | 721500 | 4.5638 |
4.9012 | 279.63 | 722000 | 4.5294 |
4.9177 | 279.82 | 722500 | 4.5285 |
4.9416 | 280.02 | 723000 | 4.5211 |
4.9266 | 280.21 | 723500 | 4.5629 |
4.8702 | 280.4 | 724000 | 4.5488 |
4.9251 | 280.6 | 724500 | 4.5836 |
4.9213 | 280.79 | 725000 | 4.5323 |
4.8996 | 280.98 | 725500 | 4.5890 |
4.9132 | 281.18 | 726000 | 4.5943 |
4.8991 | 281.37 | 726500 | 4.5305 |
4.9084 | 281.56 | 727000 | 4.6295 |
4.9185 | 281.76 | 727500 | 4.5275 |
4.9182 | 281.95 | 728000 | 4.5723 |
4.9211 | 282.15 | 728500 | 4.6151 |
4.9263 | 282.34 | 729000 | 4.6181 |
4.9051 | 282.53 | 729500 | 4.6026 |
4.9138 | 282.73 | 730000 | 4.5581 |
4.9038 | 282.92 | 730500 | 4.5306 |
4.9093 | 283.11 | 731000 | 4.5407 |
4.8904 | 283.31 | 731500 | 4.6040 |
4.9255 | 283.5 | 732000 | 4.5831 |
4.9084 | 283.69 | 732500 | 4.5450 |
4.9374 | 283.89 | 733000 | 4.5246 |
4.9202 | 284.08 | 733500 | 4.5768 |
4.9159 | 284.28 | 734000 | 4.5679 |
4.8825 | 284.47 | 734500 | 4.5461 |
4.9188 | 284.66 | 735000 | 4.5385 |
4.8965 | 284.86 | 735500 | 4.5383 |
4.9468 | 285.05 | 736000 | 4.5841 |
4.9357 | 285.24 | 736500 | 4.5722 |
4.8949 | 285.44 | 737000 | 4.5973 |
4.8989 | 285.63 | 737500 | 4.5605 |
4.8805 | 285.82 | 738000 | 4.5524 |
4.927 | 286.02 | 738500 | 4.5598 |
4.8992 | 286.21 | 739000 | 4.5140 |
4.9052 | 286.41 | 739500 | 4.5652 |
4.9049 | 286.6 | 740000 | 4.5587 |
4.925 | 286.79 | 740500 | 4.5420 |
4.8931 | 286.99 | 741000 | 4.5560 |
4.9193 | 287.18 | 741500 | 4.5480 |
4.9119 | 287.37 | 742000 | 4.5760 |
4.9051 | 287.57 | 742500 | 4.5618 |
4.9162 | 287.76 | 743000 | 4.5429 |
4.9132 | 287.96 | 743500 | 4.5173 |
4.9094 | 288.15 | 744000 | 4.5580 |
4.9086 | 288.34 | 744500 | 4.4757 |
4.8882 | 288.54 | 745000 | 4.5367 |
4.889 | 288.73 | 745500 | 4.5491 |
4.9127 | 288.92 | 746000 | 4.5116 |
4.8912 | 289.12 | 746500 | 4.5375 |
4.908 | 289.31 | 747000 | 4.5154 |
4.9071 | 289.5 | 747500 | 4.5703 |
4.9105 | 289.7 | 748000 | 4.5586 |
4.9358 | 289.89 | 748500 | 4.5295 |
4.9146 | 290.09 | 749000 | 4.5223 |
4.914 | 290.28 | 749500 | 4.5464 |
4.8932 | 290.47 | 750000 | 4.5317 |
4.906 | 290.67 | 750500 | 4.5776 |
4.8935 | 290.86 | 751000 | 4.5631 |
4.902 | 291.05 | 751500 | 4.5539 |
4.9323 | 291.25 | 752000 | 4.5768 |
4.9225 | 291.44 | 752500 | 4.5728 |
4.9077 | 291.63 | 753000 | 4.5682 |
4.8796 | 291.83 | 753500 | 4.5429 |
4.8993 | 292.02 | 754000 | 4.5940 |
4.9231 | 292.22 | 754500 | 4.6011 |
4.9092 | 292.41 | 755000 | 4.5472 |
4.9037 | 292.6 | 755500 | 4.5614 |
4.9129 | 292.8 | 756000 | 4.5332 |
4.8838 | 292.99 | 756500 | 4.4922 |
4.8906 | 293.18 | 757000 | 4.5624 |
4.9244 | 293.38 | 757500 | 4.5501 |
4.9208 | 293.57 | 758000 | 4.5868 |
4.878 | 293.76 | 758500 | 4.5585 |
4.9191 | 293.96 | 759000 | 4.5568 |
4.9289 | 294.15 | 759500 | 4.5605 |
4.8972 | 294.35 | 760000 | 4.5896 |
4.9249 | 294.54 | 760500 | 4.5716 |
4.8861 | 294.73 | 761000 | 4.5462 |
4.9176 | 294.93 | 761500 | 4.5806 |
4.9012 | 295.12 | 762000 | 4.5760 |
4.9066 | 295.31 | 762500 | 4.5636 |
4.9149 | 295.51 | 763000 | 4.5496 |
4.8768 | 295.7 | 763500 | 4.5310 |
4.908 | 295.89 | 764000 | 4.5679 |
4.8945 | 296.09 | 764500 | 4.5878 |
4.9116 | 296.28 | 765000 | 4.5611 |
4.9147 | 296.48 | 765500 | 4.5016 |
4.9378 | 296.67 | 766000 | 4.5821 |
4.906 | 296.86 | 766500 | 4.5508 |
4.9256 | 297.06 | 767000 | 4.5454 |
4.8989 | 297.25 | 767500 | 4.5562 |
4.9141 | 297.44 | 768000 | 4.5646 |
4.9141 | 297.64 | 768500 | 4.5866 |
4.9082 | 297.83 | 769000 | 4.5648 |
4.8921 | 298.02 | 769500 | 4.5678 |
4.891 | 298.22 | 770000 | 4.5481 |
4.8857 | 298.41 | 770500 | 4.5476 |
4.9021 | 298.61 | 771000 | 4.5883 |
4.902 | 298.8 | 771500 | 4.5753 |
4.858 | 298.99 | 772000 | 4.5874 |
4.8912 | 299.19 | 772500 | 4.5855 |
4.9039 | 299.38 | 773000 | 4.5543 |
4.8874 | 299.57 | 773500 | 4.5164 |
4.908 | 299.77 | 774000 | 4.5755 |
4.9236 | 299.96 | 774500 | 4.5772 |
Framework versions
- Transformers 4.24.0
- Pytorch 1.12.1+cu113
- Datasets 2.7.0
- Tokenizers 0.13.2