TinyStoriesV2_Llama-3.2-1B-g4pg8qwk
This model is a fine-tuned version of meta-llama/Llama-3.2-1B on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 4.1755
- Model Preparation Time: 0.0184
- Token Accuracy: 0.4439
- Token Error Rate: 0.5561
- Perplexity: 65.1460
- Summed Loss: 11029203.4004
- Total Tokens: 2640694
- Exp Loss: 4.1766
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: 0.001
- train_batch_size: 32
- eval_batch_size: 112
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: constant
- lr_scheduler_warmup_ratio: 1e-05
- num_epochs: 100
Training results
| Training Loss | Epoch | Step | Validation Loss | Model Preparation Time | Token Accuracy | Token Error Rate | Perplexity | Summed Loss | Total Tokens | Exp Loss |
|---|---|---|---|---|---|---|---|---|---|---|
| No log | 0 | 0 | 12.1368 | 0.0184 | 0.0000 | 1.0000 | 186620.8526 | 32049665.5449 | 2640694 | 12.1368 |
| 7.238 | 0.0012 | 100 | 7.3343 | 0.0184 | 0.2042 | 0.7958 | 1534.2156 | 19371535.7461 | 2640694 | 7.3358 |
| 6.4692 | 0.0024 | 200 | 6.3663 | 0.0184 | 0.2627 | 0.7373 | 582.8578 | 16815789.5020 | 2640694 | 6.3679 |
| 5.8865 | 0.0036 | 300 | 5.9228 | 0.0184 | 0.2879 | 0.7121 | 374.0307 | 15644363.7246 | 2640694 | 5.9243 |
| 5.6849 | 0.0049 | 400 | 5.6760 | 0.0184 | 0.3032 | 0.6968 | 292.2032 | 14992406.4463 | 2640694 | 5.6774 |
| 5.6561 | 0.0061 | 500 | 5.5129 | 0.0184 | 0.3155 | 0.6845 | 248.2188 | 14561606.8867 | 2640694 | 5.5143 |
| 5.2678 | 0.0073 | 600 | 5.3804 | 0.0184 | 0.3263 | 0.6737 | 217.4118 | 14211669.0527 | 2640694 | 5.3818 |
| 5.5196 | 0.0085 | 700 | 5.3061 | 0.0184 | 0.3325 | 0.6675 | 201.8286 | 14015268.4707 | 2640694 | 5.3074 |
| 5.4089 | 0.0097 | 800 | 5.2252 | 0.0184 | 0.3376 | 0.6624 | 186.1372 | 13801544.7900 | 2640694 | 5.2265 |
| 5.0207 | 0.0109 | 900 | 5.1808 | 0.0184 | 0.3414 | 0.6586 | 178.0525 | 13684284.0420 | 2640694 | 5.1821 |
| 5.1112 | 0.0122 | 1000 | 5.1366 | 0.0184 | 0.3451 | 0.6549 | 170.3432 | 13567398.2559 | 2640694 | 5.1378 |
| 5.1862 | 0.0134 | 1100 | 5.0886 | 0.0184 | 0.3510 | 0.6490 | 162.3551 | 13440566.8691 | 2640694 | 5.0898 |
| 4.8995 | 0.0146 | 1200 | 5.0488 | 0.0184 | 0.3539 | 0.6461 | 156.0184 | 13335435.8545 | 2640694 | 5.0500 |
| 4.7539 | 0.0158 | 1300 | 5.0226 | 0.0184 | 0.3559 | 0.6441 | 151.9770 | 13266131.5645 | 2640694 | 5.0237 |
| 5.1756 | 0.0170 | 1400 | 4.9923 | 0.0184 | 0.3595 | 0.6405 | 147.4505 | 13186285.1963 | 2640694 | 4.9935 |
| 5.0222 | 0.0182 | 1500 | 4.9772 | 0.0184 | 0.3600 | 0.6400 | 145.2393 | 13146385.7373 | 2640694 | 4.9784 |
| 5.0111 | 0.0194 | 1600 | 4.9494 | 0.0184 | 0.3638 | 0.6362 | 141.2506 | 13072849.7412 | 2640694 | 4.9505 |
| 4.8844 | 0.0207 | 1700 | 4.9308 | 0.0184 | 0.3658 | 0.6342 | 138.6531 | 13023837.6582 | 2640694 | 4.9320 |
| 4.8496 | 0.0219 | 1800 | 4.9074 | 0.0184 | 0.3659 | 0.6341 | 135.4380 | 12961883.9678 | 2640694 | 4.9085 |
| 4.8226 | 0.0231 | 1900 | 4.9046 | 0.0184 | 0.3644 | 0.6356 | 135.0730 | 12954757.7744 | 2640694 | 4.9058 |
| 5.0885 | 0.0243 | 2000 | 4.8866 | 0.0184 | 0.3686 | 0.6314 | 132.6574 | 12907104.5928 | 2640694 | 4.8878 |
| 4.6725 | 0.0255 | 2100 | 4.8775 | 0.0184 | 0.3675 | 0.6325 | 131.4607 | 12883174.5078 | 2640694 | 4.8787 |
| 4.9518 | 0.0267 | 2200 | 4.8694 | 0.0184 | 0.3709 | 0.6291 | 130.3995 | 12861771.8438 | 2640694 | 4.8706 |
| 4.7331 | 0.0280 | 2300 | 4.8461 | 0.0184 | 0.3712 | 0.6288 | 127.3969 | 12800255.9219 | 2640694 | 4.8473 |
| 4.9745 | 0.0292 | 2400 | 4.8260 | 0.0184 | 0.3753 | 0.6247 | 124.8597 | 12747133.4326 | 2640694 | 4.8272 |
| 4.6961 | 0.0304 | 2500 | 4.8235 | 0.0184 | 0.3749 | 0.6251 | 124.5506 | 12740588.3359 | 2640694 | 4.8247 |
| 4.4055 | 0.0316 | 2600 | 4.8006 | 0.0184 | 0.3777 | 0.6223 | 121.7252 | 12679995.2725 | 2640694 | 4.8018 |
| 4.5004 | 0.0328 | 2700 | 4.7973 | 0.0184 | 0.3780 | 0.6220 | 121.3137 | 12671053.3682 | 2640694 | 4.7984 |
| 5.0837 | 0.0340 | 2800 | 4.7855 | 0.0184 | 0.3777 | 0.6223 | 119.8955 | 12639999.6914 | 2640694 | 4.7866 |
| 4.889 | 0.0352 | 2900 | 4.7725 | 0.0184 | 0.3796 | 0.6204 | 118.3467 | 12605666.2109 | 2640694 | 4.7736 |
| 4.8169 | 0.0365 | 3000 | 4.7715 | 0.0184 | 0.3804 | 0.6196 | 118.2367 | 12603209.9941 | 2640694 | 4.7727 |
| 4.8602 | 0.0377 | 3100 | 4.7788 | 0.0184 | 0.3791 | 0.6209 | 119.0955 | 12622321.7051 | 2640694 | 4.7799 |
| 4.9103 | 0.0389 | 3200 | 4.7521 | 0.0184 | 0.3816 | 0.6184 | 115.9548 | 12551748.9297 | 2640694 | 4.7532 |
| 4.863 | 0.0401 | 3300 | 4.7441 | 0.0184 | 0.3820 | 0.6180 | 115.0355 | 12530729.3213 | 2640694 | 4.7452 |
| 4.959 | 0.0413 | 3400 | 4.7442 | 0.0184 | 0.3822 | 0.6178 | 115.0498 | 12531057.7793 | 2640694 | 4.7454 |
| 4.6871 | 0.0425 | 3500 | 4.7314 | 0.0184 | 0.3826 | 0.6174 | 113.5815 | 12497139.6914 | 2640694 | 4.7325 |
| 4.5182 | 0.0438 | 3600 | 4.7222 | 0.0184 | 0.3837 | 0.6163 | 112.5486 | 12473013.8555 | 2640694 | 4.7234 |
| 4.7159 | 0.0450 | 3700 | 4.7283 | 0.0184 | 0.3834 | 0.6166 | 113.2351 | 12489072.4307 | 2640694 | 4.7295 |
| 4.5803 | 0.0462 | 3800 | 4.7098 | 0.0184 | 0.3856 | 0.6144 | 111.1495 | 12439982.5508 | 2640694 | 4.7109 |
| 4.4972 | 0.0474 | 3900 | 4.7047 | 0.0184 | 0.3863 | 0.6137 | 110.5922 | 12426708.2100 | 2640694 | 4.7058 |
| 4.5688 | 0.0486 | 4000 | 4.7078 | 0.0184 | 0.3856 | 0.6144 | 110.9305 | 12434773.3330 | 2640694 | 4.7089 |
| 4.6152 | 0.0498 | 4100 | 4.6948 | 0.0184 | 0.3869 | 0.6131 | 109.5025 | 12400560.3438 | 2640694 | 4.6959 |
| 4.7419 | 0.0510 | 4200 | 4.6875 | 0.0184 | 0.3879 | 0.6121 | 108.7013 | 12381168.6777 | 2640694 | 4.6886 |
| 4.5182 | 0.0523 | 4300 | 4.6947 | 0.0184 | 0.3880 | 0.6120 | 109.4899 | 12400257.1514 | 2640694 | 4.6958 |
| 4.7646 | 0.0535 | 4400 | 4.6785 | 0.0184 | 0.3885 | 0.6115 | 107.7314 | 12357498.9697 | 2640694 | 4.6796 |
| 4.8014 | 0.0547 | 4500 | 4.6741 | 0.0184 | 0.3893 | 0.6107 | 107.2615 | 12345956.5986 | 2640694 | 4.6753 |
| 4.6538 | 0.0559 | 4600 | 4.6679 | 0.0184 | 0.3896 | 0.6104 | 106.5898 | 12329368.8701 | 2640694 | 4.6690 |
| 4.6548 | 0.0571 | 4700 | 4.6669 | 0.0184 | 0.3887 | 0.6113 | 106.4837 | 12326739.1641 | 2640694 | 4.6680 |
| 4.4008 | 0.0583 | 4800 | 4.6601 | 0.0184 | 0.3901 | 0.6099 | 105.7684 | 12308940.7129 | 2640694 | 4.6613 |
| 4.3929 | 0.0596 | 4900 | 4.6417 | 0.0184 | 0.3932 | 0.6068 | 103.8331 | 12260174.5303 | 2640694 | 4.6428 |
| 4.6213 | 0.0608 | 5000 | 4.6515 | 0.0184 | 0.3905 | 0.6095 | 104.8503 | 12285916.5156 | 2640694 | 4.6525 |
| 4.6743 | 0.0620 | 5100 | 4.6268 | 0.0184 | 0.3943 | 0.6057 | 102.3010 | 12220919.6279 | 2640694 | 4.6279 |
| 4.6304 | 0.0632 | 5200 | 4.6464 | 0.0184 | 0.3919 | 0.6081 | 104.3354 | 12272917.8037 | 2640694 | 4.6476 |
| 4.4739 | 0.0644 | 5300 | 4.6358 | 0.0184 | 0.3947 | 0.6053 | 103.2298 | 12244785.8174 | 2640694 | 4.6370 |
| 4.8296 | 0.0656 | 5400 | 4.6267 | 0.0184 | 0.3940 | 0.6060 | 102.2912 | 12220664.9258 | 2640694 | 4.6278 |
| 4.4356 | 0.0668 | 5500 | 4.6264 | 0.0184 | 0.3942 | 0.6058 | 102.2606 | 12219874.8574 | 2640694 | 4.6275 |
| 4.6638 | 0.0681 | 5600 | 4.6211 | 0.0184 | 0.3957 | 0.6043 | 101.7153 | 12205757.8945 | 2640694 | 4.6222 |
| 4.4492 | 0.0693 | 5700 | 4.6171 | 0.0184 | 0.3947 | 0.6053 | 101.3191 | 12195452.1240 | 2640694 | 4.6183 |
| 4.3545 | 0.0705 | 5800 | 4.6134 | 0.0184 | 0.3956 | 0.6044 | 100.9383 | 12185507.3516 | 2640694 | 4.6145 |
| 4.5186 | 0.0717 | 5900 | 4.6045 | 0.0184 | 0.3979 | 0.6021 | 100.0479 | 12162110.2695 | 2640694 | 4.6056 |
| 4.6706 | 0.0729 | 6000 | 4.6113 | 0.0184 | 0.3961 | 0.6039 | 100.7227 | 12179859.9385 | 2640694 | 4.6124 |
| 4.5733 | 0.0741 | 6100 | 4.6025 | 0.0184 | 0.3972 | 0.6028 | 99.8414 | 12156653.7422 | 2640694 | 4.6036 |
| 4.6291 | 0.0754 | 6200 | 4.5918 | 0.0184 | 0.3983 | 0.6017 | 98.7797 | 12128423.2402 | 2640694 | 4.5929 |
| 4.5885 | 0.0766 | 6300 | 4.6060 | 0.0184 | 0.3970 | 0.6030 | 100.1981 | 12166071.8105 | 2640694 | 4.6071 |
| 4.6158 | 0.0778 | 6400 | 4.5937 | 0.0184 | 0.3987 | 0.6013 | 98.9711 | 12133533.4150 | 2640694 | 4.5948 |
| 4.7651 | 0.0790 | 6500 | 4.5914 | 0.0184 | 0.3985 | 0.6015 | 98.7406 | 12127376.6709 | 2640694 | 4.5925 |
| 4.6196 | 0.0802 | 6600 | 4.5858 | 0.0184 | 0.3997 | 0.6003 | 98.1874 | 12112541.8555 | 2640694 | 4.5869 |
| 4.3661 | 0.0814 | 6700 | 4.5856 | 0.0184 | 0.3997 | 0.6003 | 98.1703 | 12112080.9414 | 2640694 | 4.5867 |
| 4.6362 | 0.0826 | 6800 | 4.5658 | 0.0184 | 0.4012 | 0.5988 | 96.2494 | 12059898.8926 | 2640694 | 4.5669 |
| 4.655 | 0.0839 | 6900 | 4.5828 | 0.0184 | 0.3988 | 0.6012 | 97.8935 | 12104624.625 | 2640694 | 4.5839 |
| 4.5567 | 0.0851 | 7000 | 4.5700 | 0.0184 | 0.4014 | 0.5986 | 96.6561 | 12071033.4932 | 2640694 | 4.5712 |
| 4.6217 | 0.0863 | 7100 | 4.5724 | 0.0184 | 0.3994 | 0.6006 | 96.8856 | 12077296.0732 | 2640694 | 4.5735 |
| 4.6513 | 0.0875 | 7200 | 4.5646 | 0.0184 | 0.4014 | 0.5986 | 96.1309 | 12056644.6562 | 2640694 | 4.5657 |
| 4.453 | 0.0887 | 7300 | 4.5611 | 0.0184 | 0.4019 | 0.5981 | 95.7976 | 12047474.8994 | 2640694 | 4.5622 |
| 4.3122 | 0.0899 | 7400 | 4.5626 | 0.0184 | 0.4015 | 0.5985 | 95.9358 | 12051279.3037 | 2640694 | 4.5637 |
| 4.6297 | 0.0912 | 7500 | 4.5553 | 0.0184 | 0.4029 | 0.5971 | 95.2400 | 12032059.5322 | 2640694 | 4.5564 |
| 4.7125 | 0.0924 | 7600 | 4.5576 | 0.0184 | 0.4013 | 0.5987 | 95.4626 | 12038223.5898 | 2640694 | 4.5587 |
| 4.4441 | 0.0936 | 7700 | 4.5600 | 0.0184 | 0.4030 | 0.5970 | 95.6908 | 12044527.4004 | 2640694 | 4.5611 |
| 4.5858 | 0.0948 | 7800 | 4.5455 | 0.0184 | 0.4034 | 0.5966 | 94.3148 | 12006279.3672 | 2640694 | 4.5466 |
| 4.6273 | 0.0960 | 7900 | 4.5555 | 0.0184 | 0.4021 | 0.5979 | 95.2635 | 12032710.6055 | 2640694 | 4.5566 |
| 4.3868 | 0.0972 | 8000 | 4.5513 | 0.0184 | 0.4029 | 0.5971 | 94.8589 | 12021469.3906 | 2640694 | 4.5524 |
| 4.5008 | 0.0985 | 8100 | 4.5378 | 0.0184 | 0.4044 | 0.5956 | 93.5868 | 11985817.8887 | 2640694 | 4.5389 |
| 4.5653 | 0.0997 | 8200 | 4.5414 | 0.0184 | 0.4029 | 0.5971 | 93.9276 | 11995415.8154 | 2640694 | 4.5425 |
| 4.3527 | 0.1009 | 8300 | 4.5387 | 0.0184 | 0.4044 | 0.5956 | 93.6724 | 11988232.3047 | 2640694 | 4.5398 |
| 4.9343 | 0.1021 | 8400 | 4.5414 | 0.0184 | 0.4026 | 0.5974 | 93.9249 | 11995339.8535 | 2640694 | 4.5425 |
| 4.3863 | 0.1033 | 8500 | 4.5301 | 0.0184 | 0.4057 | 0.5943 | 92.8721 | 11965573.4854 | 2640694 | 4.5312 |
| 4.5272 | 0.1045 | 8600 | 4.5381 | 0.0184 | 0.4041 | 0.5959 | 93.6233 | 11986848.5947 | 2640694 | 4.5393 |
| 4.2929 | 0.1057 | 8700 | 4.5182 | 0.0184 | 0.4068 | 0.5932 | 91.7714 | 11934091.6621 | 2640694 | 4.5193 |
| 4.5945 | 0.1070 | 8800 | 4.5213 | 0.0184 | 0.4051 | 0.5949 | 92.0598 | 11942374.9131 | 2640694 | 4.5224 |
| 4.4671 | 0.1082 | 8900 | 4.5225 | 0.0184 | 0.4068 | 0.5932 | 92.1673 | 11945457.7139 | 2640694 | 4.5236 |
| 4.6724 | 0.1094 | 9000 | 4.5123 | 0.0184 | 0.4058 | 0.5942 | 91.2331 | 11918556.0596 | 2640694 | 4.5134 |
| 4.3275 | 0.1106 | 9100 | 4.5277 | 0.0184 | 0.4047 | 0.5953 | 92.6550 | 11959394.3291 | 2640694 | 4.5289 |
| 4.4356 | 0.1118 | 9200 | 4.5250 | 0.0184 | 0.4055 | 0.5945 | 92.3987 | 11952077.8828 | 2640694 | 4.5261 |
| 4.4607 | 0.1130 | 9300 | 4.5158 | 0.0184 | 0.4063 | 0.5937 | 91.5500 | 11927711.4102 | 2640694 | 4.5169 |
| 4.789 | 0.1143 | 9400 | 4.5170 | 0.0184 | 0.4065 | 0.5935 | 91.6590 | 11930855.1797 | 2640694 | 4.5181 |
| 4.4329 | 0.1155 | 9500 | 4.5148 | 0.0184 | 0.4076 | 0.5924 | 91.4634 | 11925213.3105 | 2640694 | 4.5159 |
| 4.3673 | 0.1167 | 9600 | 4.5147 | 0.0184 | 0.4070 | 0.5930 | 91.4540 | 11924942.5566 | 2640694 | 4.5158 |
| 4.2308 | 0.1179 | 9700 | 4.5052 | 0.0184 | 0.4071 | 0.5929 | 90.5899 | 11899872.0537 | 2640694 | 4.5063 |
| 4.5913 | 0.1191 | 9800 | 4.5097 | 0.0184 | 0.4072 | 0.5928 | 90.9921 | 11911571.2881 | 2640694 | 4.5108 |
| 4.5797 | 0.1203 | 9900 | 4.5098 | 0.0184 | 0.4073 | 0.5927 | 91.0008 | 11911822.4961 | 2640694 | 4.5109 |
| 4.5062 | 0.1215 | 10000 | 4.5071 | 0.0184 | 0.4072 | 0.5928 | 90.7558 | 11904702.3418 | 2640694 | 4.5082 |
| 4.2138 | 0.1228 | 10100 | 4.4923 | 0.0184 | 0.4081 | 0.5919 | 89.4306 | 11865859.0996 | 2640694 | 4.4935 |
| 4.7226 | 0.1240 | 10200 | 4.4916 | 0.0184 | 0.4077 | 0.5923 | 89.3619 | 11863832.2432 | 2640694 | 4.4927 |
| 4.7477 | 0.1252 | 10300 | 4.5044 | 0.0184 | 0.4071 | 0.5929 | 90.5112 | 11897576.7598 | 2640694 | 4.5055 |
| 4.4229 | 0.1264 | 10400 | 4.4915 | 0.0184 | 0.4096 | 0.5904 | 89.3586 | 11863734.2910 | 2640694 | 4.4927 |
| 4.5032 | 0.1276 | 10500 | 4.5015 | 0.0184 | 0.4094 | 0.5906 | 90.2578 | 11890173.6543 | 2640694 | 4.5027 |
| 4.3884 | 0.1288 | 10600 | 4.4927 | 0.0184 | 0.4078 | 0.5922 | 89.4600 | 11866729.2275 | 2640694 | 4.4938 |
| 4.4619 | 0.1301 | 10700 | 4.4876 | 0.0184 | 0.4078 | 0.5922 | 89.0095 | 11853397.1104 | 2640694 | 4.4887 |
| 4.5904 | 0.1313 | 10800 | 4.4831 | 0.0184 | 0.4112 | 0.5888 | 88.6092 | 11841493.9971 | 2640694 | 4.4842 |
| 4.4097 | 0.1325 | 10900 | 4.4879 | 0.0184 | 0.4094 | 0.5906 | 89.0290 | 11853974.5020 | 2640694 | 4.4890 |
| 4.4277 | 0.1337 | 11000 | 4.4908 | 0.0184 | 0.4096 | 0.5904 | 89.2967 | 11861903.9688 | 2640694 | 4.4920 |
| 4.4665 | 0.1349 | 11100 | 4.4920 | 0.0184 | 0.4095 | 0.5905 | 89.4075 | 11865177.3662 | 2640694 | 4.4932 |
| 4.508 | 0.1361 | 11200 | 4.4780 | 0.0184 | 0.4108 | 0.5892 | 88.1579 | 11828010.8496 | 2640694 | 4.4791 |
| 4.3165 | 0.1373 | 11300 | 4.4758 | 0.0184 | 0.4116 | 0.5884 | 87.9605 | 11822091.5371 | 2640694 | 4.4769 |
| 4.4776 | 0.1386 | 11400 | 4.4699 | 0.0184 | 0.4120 | 0.5880 | 87.4484 | 11806673.2891 | 2640694 | 4.4710 |
| 4.4777 | 0.1398 | 11500 | 4.4759 | 0.0184 | 0.4110 | 0.5890 | 87.9740 | 11822495.8975 | 2640694 | 4.4770 |
| 4.5167 | 0.1410 | 11600 | 4.4764 | 0.0184 | 0.4105 | 0.5895 | 88.0151 | 11823729.1328 | 2640694 | 4.4775 |
| 4.4406 | 0.1422 | 11700 | 4.4708 | 0.0184 | 0.4121 | 0.5879 | 87.5251 | 11808987.2266 | 2640694 | 4.4719 |
| 4.5113 | 0.1434 | 11800 | 4.4637 | 0.0184 | 0.4119 | 0.5881 | 86.9064 | 11790254.8691 | 2640694 | 4.4648 |
| 4.2789 | 0.1446 | 11900 | 4.4711 | 0.0184 | 0.4122 | 0.5878 | 87.5503 | 11809746.7246 | 2640694 | 4.4722 |
| 4.4043 | 0.1459 | 12000 | 4.4663 | 0.0184 | 0.4122 | 0.5878 | 87.1319 | 11797096.8486 | 2640694 | 4.4674 |
| 4.4755 | 0.1471 | 12100 | 4.4771 | 0.0184 | 0.4094 | 0.5906 | 88.0753 | 11825533.9658 | 2640694 | 4.4782 |
| 4.3433 | 0.1483 | 12200 | 4.4712 | 0.0184 | 0.4114 | 0.5886 | 87.5570 | 11809950.6904 | 2640694 | 4.4723 |
| 4.2716 | 0.1495 | 12300 | 4.4660 | 0.0184 | 0.4123 | 0.5877 | 87.1029 | 11796216.9688 | 2640694 | 4.4671 |
| 4.4342 | 0.1507 | 12400 | 4.4784 | 0.0184 | 0.4098 | 0.5902 | 88.1902 | 11828978.0459 | 2640694 | 4.4795 |
| 4.4176 | 0.1519 | 12500 | 4.4529 | 0.0184 | 0.4146 | 0.5854 | 85.9719 | 11761705.3477 | 2640694 | 4.4540 |
| 4.3885 | 0.1531 | 12600 | 4.4775 | 0.0184 | 0.4119 | 0.5881 | 88.1160 | 11826753.9912 | 2640694 | 4.4787 |
| 4.5856 | 0.1544 | 12700 | 4.4561 | 0.0184 | 0.4134 | 0.5866 | 86.2529 | 11770320.7754 | 2640694 | 4.4573 |
| 4.4432 | 0.1556 | 12800 | 4.4609 | 0.0184 | 0.4114 | 0.5886 | 86.6607 | 11782778.5967 | 2640694 | 4.4620 |
| 4.4039 | 0.1568 | 12900 | 4.4548 | 0.0184 | 0.4135 | 0.5865 | 86.1362 | 11766746.8926 | 2640694 | 4.4559 |
| 4.3895 | 0.1580 | 13000 | 4.4505 | 0.0184 | 0.4141 | 0.5859 | 85.7611 | 11755221.9453 | 2640694 | 4.4516 |
| 4.2012 | 0.1592 | 13100 | 4.4514 | 0.0184 | 0.4137 | 0.5863 | 85.8423 | 11757721.8223 | 2640694 | 4.4525 |
| 4.4119 | 0.1604 | 13200 | 4.4456 | 0.0184 | 0.4143 | 0.5857 | 85.3503 | 11742541.6309 | 2640694 | 4.4468 |
| 4.5338 | 0.1617 | 13300 | 4.4476 | 0.0184 | 0.4136 | 0.5864 | 85.5195 | 11747771.5049 | 2640694 | 4.4487 |
| 4.3563 | 0.1629 | 13400 | 4.4542 | 0.0184 | 0.4136 | 0.5864 | 86.0879 | 11765266.4297 | 2640694 | 4.4554 |
| 4.5223 | 0.1641 | 13500 | 4.4538 | 0.0184 | 0.4137 | 0.5863 | 86.0520 | 11764164.3086 | 2640694 | 4.4550 |
| 4.4468 | 0.1653 | 13600 | 4.4467 | 0.0184 | 0.4127 | 0.5873 | 85.4393 | 11745294.9473 | 2640694 | 4.4478 |
| 4.6649 | 0.1665 | 13700 | 4.4490 | 0.0184 | 0.4143 | 0.5857 | 85.6418 | 11751545.4668 | 2640694 | 4.4502 |
| 4.3817 | 0.1677 | 13800 | 4.4490 | 0.0184 | 0.4140 | 0.5860 | 85.6364 | 11751380.7812 | 2640694 | 4.4501 |
| 4.4215 | 0.1689 | 13900 | 4.4359 | 0.0184 | 0.4149 | 0.5851 | 84.5265 | 11716931.2012 | 2640694 | 4.4371 |
| 4.4268 | 0.1702 | 14000 | 4.4470 | 0.0184 | 0.4142 | 0.5858 | 85.4704 | 11746257.0801 | 2640694 | 4.4482 |
| 4.2392 | 0.1714 | 14100 | 4.4439 | 0.0184 | 0.4140 | 0.5860 | 85.2005 | 11737903.1172 | 2640694 | 4.4450 |
| 4.2421 | 0.1726 | 14200 | 4.4432 | 0.0184 | 0.4150 | 0.5850 | 85.1375 | 11735951.8223 | 2640694 | 4.4443 |
| 4.4191 | 0.1738 | 14300 | 4.4481 | 0.0184 | 0.4141 | 0.5859 | 85.5584 | 11748973.9385 | 2640694 | 4.4492 |
| 4.2142 | 0.1750 | 14400 | 4.4406 | 0.0184 | 0.4147 | 0.5853 | 84.9216 | 11729247.0439 | 2640694 | 4.4417 |
| 4.5634 | 0.1762 | 14500 | 4.4273 | 0.0184 | 0.4153 | 0.5847 | 83.8002 | 11694141.5303 | 2640694 | 4.4284 |
| 4.5228 | 0.1775 | 14600 | 4.4388 | 0.0184 | 0.4144 | 0.5856 | 84.7690 | 11724495.2744 | 2640694 | 4.4399 |
| 4.4413 | 0.1787 | 14700 | 4.4410 | 0.0184 | 0.4138 | 0.5862 | 84.9557 | 11730306.0225 | 2640694 | 4.4421 |
| 4.63 | 0.1799 | 14800 | 4.4376 | 0.0184 | 0.4147 | 0.5853 | 84.6709 | 11721437.4219 | 2640694 | 4.4388 |
| 4.6548 | 0.1811 | 14900 | 4.4343 | 0.0184 | 0.4148 | 0.5852 | 84.3900 | 11712662.7246 | 2640694 | 4.4354 |
| 4.4973 | 0.1823 | 15000 | 4.4237 | 0.0184 | 0.4170 | 0.5830 | 83.5006 | 11684684.9102 | 2640694 | 4.4249 |
| 4.4593 | 0.1835 | 15100 | 4.4325 | 0.0184 | 0.4153 | 0.5847 | 84.2406 | 11707985.6514 | 2640694 | 4.4337 |
| 4.3904 | 0.1847 | 15200 | 4.4303 | 0.0184 | 0.4144 | 0.5856 | 84.0517 | 11702056.9473 | 2640694 | 4.4314 |
| 4.2301 | 0.1860 | 15300 | 4.4289 | 0.0184 | 0.4165 | 0.5835 | 83.9353 | 11698395.3408 | 2640694 | 4.4300 |
| 4.41 | 0.1872 | 15400 | 4.4304 | 0.0184 | 0.4138 | 0.5862 | 84.0601 | 11702321.4307 | 2640694 | 4.4315 |
| 4.0028 | 0.1884 | 15500 | 4.4292 | 0.0184 | 0.4150 | 0.5850 | 83.9618 | 11699229.1123 | 2640694 | 4.4304 |
| 4.4683 | 0.1896 | 15600 | 4.4262 | 0.0184 | 0.4166 | 0.5834 | 83.7098 | 11691293.4326 | 2640694 | 4.4274 |
| 4.4137 | 0.1908 | 15700 | 4.4186 | 0.0184 | 0.4175 | 0.5825 | 83.0755 | 11671207.8916 | 2640694 | 4.4198 |
| 4.5843 | 0.1920 | 15800 | 4.4269 | 0.0184 | 0.4163 | 0.5837 | 83.7647 | 11693023.5107 | 2640694 | 4.4280 |
| 4.6117 | 0.1933 | 15900 | 4.4193 | 0.0184 | 0.4162 | 0.5838 | 83.1352 | 11673102.9570 | 2640694 | 4.4205 |
| 4.5606 | 0.1945 | 16000 | 4.4197 | 0.0184 | 0.4169 | 0.5831 | 83.1674 | 11674125.1514 | 2640694 | 4.4209 |
| 4.1591 | 0.1957 | 16100 | 4.4166 | 0.0184 | 0.4169 | 0.5831 | 82.9075 | 11665859.7441 | 2640694 | 4.4177 |
| 4.4569 | 0.1969 | 16200 | 4.4177 | 0.0184 | 0.4171 | 0.5829 | 83.0019 | 11668867.3086 | 2640694 | 4.4189 |
| 4.502 | 0.1981 | 16300 | 4.4364 | 0.0184 | 0.4153 | 0.5847 | 84.5699 | 11718285.7432 | 2640694 | 4.4376 |
| 4.3148 | 0.1993 | 16400 | 4.4151 | 0.0184 | 0.4183 | 0.5817 | 82.7843 | 11661933.6846 | 2640694 | 4.4162 |
| 4.3587 | 0.2005 | 16500 | 4.4131 | 0.0184 | 0.4187 | 0.5813 | 82.6163 | 11656569.6523 | 2640694 | 4.4142 |
| 4.5974 | 0.2018 | 16600 | 4.4283 | 0.0184 | 0.4172 | 0.5828 | 83.8877 | 11696897.2207 | 2640694 | 4.4295 |
| 4.4525 | 0.2030 | 16700 | 4.4053 | 0.0184 | 0.4193 | 0.5807 | 81.9761 | 11636026.3877 | 2640694 | 4.4064 |
| 4.1778 | 0.2042 | 16800 | 4.4127 | 0.0184 | 0.4188 | 0.5812 | 82.5824 | 11655486.5674 | 2640694 | 4.4138 |
| 4.4987 | 0.2054 | 16900 | 4.4079 | 0.0184 | 0.4182 | 0.5818 | 82.1892 | 11642884.4619 | 2640694 | 4.4090 |
| 4.3877 | 0.2066 | 17000 | 4.4224 | 0.0184 | 0.4161 | 0.5839 | 83.3932 | 11681286.0566 | 2640694 | 4.4236 |
| 4.6474 | 0.2078 | 17100 | 4.4149 | 0.0184 | 0.4163 | 0.5837 | 82.7654 | 11661330.9141 | 2640694 | 4.4160 |
| 4.3964 | 0.2091 | 17200 | 4.4192 | 0.0184 | 0.4181 | 0.5819 | 83.1219 | 11672681.2285 | 2640694 | 4.4203 |
| 4.6146 | 0.2103 | 17300 | 4.4115 | 0.0184 | 0.4182 | 0.5818 | 82.4810 | 11652241.5322 | 2640694 | 4.4126 |
| 4.2934 | 0.2115 | 17400 | 4.4042 | 0.0184 | 0.4190 | 0.5810 | 81.8848 | 11633085.0 | 2640694 | 4.4053 |
| 4.5288 | 0.2127 | 17500 | 4.4145 | 0.0184 | 0.4174 | 0.5826 | 82.7337 | 11660318.9082 | 2640694 | 4.4156 |
| 4.216 | 0.2139 | 17600 | 4.4101 | 0.0184 | 0.4180 | 0.5820 | 82.3693 | 11648663.7578 | 2640694 | 4.4112 |
| 4.4427 | 0.2151 | 17700 | 4.4024 | 0.0184 | 0.4184 | 0.5816 | 81.7398 | 11628403.0449 | 2640694 | 4.4035 |
| 4.3025 | 0.2163 | 17800 | 4.4187 | 0.0184 | 0.4155 | 0.5845 | 83.0784 | 11671297.7539 | 2640694 | 4.4198 |
| 4.2135 | 0.2176 | 17900 | 4.4011 | 0.0184 | 0.4208 | 0.5792 | 81.6302 | 11624862.4160 | 2640694 | 4.4022 |
| 4.3932 | 0.2188 | 18000 | 4.3996 | 0.0184 | 0.4198 | 0.5802 | 81.5139 | 11621097.6582 | 2640694 | 4.4008 |
| 4.6552 | 0.2200 | 18100 | 4.4178 | 0.0184 | 0.4156 | 0.5844 | 83.0018 | 11668862.1533 | 2640694 | 4.4189 |
| 4.213 | 0.2212 | 18200 | 4.4040 | 0.0184 | 0.4174 | 0.5826 | 81.8662 | 11632485.3652 | 2640694 | 4.4051 |
| 4.4831 | 0.2224 | 18300 | 4.3939 | 0.0184 | 0.4194 | 0.5806 | 81.0437 | 11605818.9531 | 2640694 | 4.3950 |
| 4.5089 | 0.2236 | 18400 | 4.4020 | 0.0184 | 0.4183 | 0.5817 | 81.7040 | 11627248.9053 | 2640694 | 4.4031 |
| 4.4502 | 0.2249 | 18500 | 4.3962 | 0.0184 | 0.4203 | 0.5797 | 81.2284 | 11611830.3779 | 2640694 | 4.3973 |
| 4.2828 | 0.2261 | 18600 | 4.3936 | 0.0184 | 0.4219 | 0.5781 | 81.0228 | 11605137.9316 | 2640694 | 4.3947 |
| 4.5169 | 0.2273 | 18700 | 4.4036 | 0.0184 | 0.4186 | 0.5814 | 81.8360 | 11631511.3799 | 2640694 | 4.4047 |
| 4.2779 | 0.2285 | 18800 | 4.3985 | 0.0184 | 0.4184 | 0.5816 | 81.4197 | 11618041.9395 | 2640694 | 4.3996 |
| 4.4049 | 0.2297 | 18900 | 4.4080 | 0.0184 | 0.4179 | 0.5821 | 82.2017 | 11643284.8232 | 2640694 | 4.4092 |
| 4.4884 | 0.2309 | 19000 | 4.3964 | 0.0184 | 0.4200 | 0.5800 | 81.2506 | 11612553.1094 | 2640694 | 4.3975 |
| 4.5716 | 0.2321 | 19100 | 4.3943 | 0.0184 | 0.4204 | 0.5796 | 81.0801 | 11607005.6631 | 2640694 | 4.3954 |
| 4.34 | 0.2334 | 19200 | 4.3966 | 0.0184 | 0.4201 | 0.5799 | 81.2642 | 11612994.2627 | 2640694 | 4.3977 |
| 4.4055 | 0.2346 | 19300 | 4.3928 | 0.0184 | 0.4195 | 0.5805 | 80.9630 | 11603190.1699 | 2640694 | 4.3940 |
| 4.3547 | 0.2358 | 19400 | 4.3892 | 0.0184 | 0.4196 | 0.5804 | 80.6671 | 11593521.1064 | 2640694 | 4.3903 |
| 4.1567 | 0.2370 | 19500 | 4.3899 | 0.0184 | 0.4194 | 0.5806 | 80.7228 | 11595343.0781 | 2640694 | 4.3910 |
| 4.285 | 0.2382 | 19600 | 4.4005 | 0.0184 | 0.4192 | 0.5808 | 81.5848 | 11623392.8828 | 2640694 | 4.4016 |
| 4.4599 | 0.2394 | 19700 | 4.3910 | 0.0184 | 0.4199 | 0.5801 | 80.8126 | 11598280.0254 | 2640694 | 4.3921 |
| 4.4269 | 0.2407 | 19800 | 4.3899 | 0.0184 | 0.4200 | 0.5800 | 80.7250 | 11595416.2744 | 2640694 | 4.3910 |
| 4.1711 | 0.2419 | 19900 | 4.3869 | 0.0184 | 0.4203 | 0.5797 | 80.4809 | 11587418.9746 | 2640694 | 4.3880 |
| 4.3783 | 0.2431 | 20000 | 4.3949 | 0.0184 | 0.4185 | 0.5815 | 81.1249 | 11608464.7939 | 2640694 | 4.3960 |
| 4.1959 | 0.2443 | 20100 | 4.3893 | 0.0184 | 0.4197 | 0.5803 | 80.6743 | 11593755.6504 | 2640694 | 4.3904 |
| 4.1562 | 0.2455 | 20200 | 4.3913 | 0.0184 | 0.4204 | 0.5796 | 80.8327 | 11598936.1387 | 2640694 | 4.3924 |
| 4.4297 | 0.2467 | 20300 | 4.3802 | 0.0184 | 0.4213 | 0.5787 | 79.9484 | 11569886.4688 | 2640694 | 4.3814 |
| 4.2339 | 0.2479 | 20400 | 4.3827 | 0.0184 | 0.4205 | 0.5795 | 80.1430 | 11576306.5596 | 2640694 | 4.3838 |
| 4.2408 | 0.2492 | 20500 | 4.3903 | 0.0184 | 0.4206 | 0.5794 | 80.7585 | 11596509.2109 | 2640694 | 4.3915 |
| 4.4952 | 0.2504 | 20600 | 4.3859 | 0.0184 | 0.4210 | 0.5790 | 80.4032 | 11584866.3018 | 2640694 | 4.3871 |
| 4.4145 | 0.2516 | 20700 | 4.3788 | 0.0184 | 0.4220 | 0.5780 | 79.8290 | 11565942.0010 | 2640694 | 4.3799 |
| 4.2157 | 0.2528 | 20800 | 4.3830 | 0.0184 | 0.4205 | 0.5795 | 80.1697 | 11577186.1104 | 2640694 | 4.3841 |
| 4.5744 | 0.2540 | 20900 | 4.3884 | 0.0184 | 0.4197 | 0.5803 | 80.6052 | 11591493.7295 | 2640694 | 4.3896 |
| 4.3671 | 0.2552 | 21000 | 4.3740 | 0.0184 | 0.4217 | 0.5783 | 79.4458 | 11553233.3379 | 2640694 | 4.3751 |
| 4.2942 | 0.2565 | 21100 | 4.3839 | 0.0184 | 0.4207 | 0.5793 | 80.2413 | 11579542.9990 | 2640694 | 4.3850 |
| 4.3556 | 0.2577 | 21200 | 4.3708 | 0.0184 | 0.4224 | 0.5776 | 79.1934 | 11544831.8164 | 2640694 | 4.3719 |
| 4.5892 | 0.2589 | 21300 | 4.3796 | 0.0184 | 0.4207 | 0.5793 | 79.8921 | 11568026.6875 | 2640694 | 4.3807 |
| 4.3249 | 0.2601 | 21400 | 4.3757 | 0.0184 | 0.4215 | 0.5785 | 79.5871 | 11557926.7451 | 2640694 | 4.3769 |
| 4.2769 | 0.2613 | 21500 | 4.3828 | 0.0184 | 0.4214 | 0.5786 | 80.1540 | 11576670.3691 | 2640694 | 4.3839 |
| 4.017 | 0.2625 | 21600 | 4.3796 | 0.0184 | 0.4205 | 0.5795 | 79.8935 | 11568075.1377 | 2640694 | 4.3807 |
| 4.3533 | 0.2637 | 21700 | 4.3823 | 0.0184 | 0.4211 | 0.5789 | 80.1055 | 11575071.1494 | 2640694 | 4.3833 |
| 4.4047 | 0.2650 | 21800 | 4.3793 | 0.0184 | 0.4210 | 0.5790 | 79.8687 | 11567252.4082 | 2640694 | 4.3804 |
| 4.3239 | 0.2662 | 21900 | 4.3732 | 0.0184 | 0.4210 | 0.5790 | 79.3817 | 11551101.8623 | 2640694 | 4.3743 |
| 4.3877 | 0.2674 | 22000 | 4.3825 | 0.0184 | 0.4215 | 0.5785 | 80.1262 | 11575754.7646 | 2640694 | 4.3836 |
| 4.5633 | 0.2686 | 22100 | 4.3752 | 0.0184 | 0.4214 | 0.5786 | 79.5453 | 11556538.625 | 2640694 | 4.3763 |
| 4.2917 | 0.2698 | 22200 | 4.3816 | 0.0184 | 0.4199 | 0.5801 | 80.0562 | 11573445.9229 | 2640694 | 4.3827 |
| 4.0198 | 0.2710 | 22300 | 4.3822 | 0.0184 | 0.4205 | 0.5795 | 80.1072 | 11575128.9209 | 2640694 | 4.3834 |
| 4.4651 | 0.2723 | 22400 | 4.3711 | 0.0184 | 0.4218 | 0.5782 | 79.2164 | 11545599.5537 | 2640694 | 4.3722 |
| 4.1533 | 0.2735 | 22500 | 4.3722 | 0.0184 | 0.4216 | 0.5784 | 79.3066 | 11548604.2344 | 2640694 | 4.3733 |
| 4.2319 | 0.2747 | 22600 | 4.3711 | 0.0184 | 0.4219 | 0.5781 | 79.2198 | 11545710.3662 | 2640694 | 4.3722 |
| 4.1365 | 0.2759 | 22700 | 4.3676 | 0.0184 | 0.4232 | 0.5768 | 78.9467 | 11536591.3164 | 2640694 | 4.3688 |
| 4.3324 | 0.2771 | 22800 | 4.3735 | 0.0184 | 0.4209 | 0.5791 | 79.4104 | 11552059.0615 | 2640694 | 4.3746 |
| 4.3117 | 0.2783 | 22900 | 4.3809 | 0.0184 | 0.4217 | 0.5783 | 79.9993 | 11571567.9707 | 2640694 | 4.3820 |
| 4.001 | 0.2796 | 23000 | 4.3765 | 0.0184 | 0.4222 | 0.5778 | 79.6476 | 11559933.1768 | 2640694 | 4.3776 |
| 4.5012 | 0.2808 | 23100 | 4.3674 | 0.0184 | 0.4228 | 0.5772 | 78.9271 | 11535936.3232 | 2640694 | 4.3685 |
| 4.4073 | 0.2820 | 23200 | 4.3712 | 0.0184 | 0.4210 | 0.5790 | 79.2248 | 11545879.2061 | 2640694 | 4.3723 |
| 4.4369 | 0.2832 | 23300 | 4.3727 | 0.0184 | 0.4221 | 0.5779 | 79.3468 | 11549941.7227 | 2640694 | 4.3738 |
| 4.6895 | 0.2844 | 23400 | 4.3740 | 0.0184 | 0.4220 | 0.5780 | 79.4517 | 11553429.2949 | 2640694 | 4.3751 |
| 4.4236 | 0.2856 | 23500 | 4.3591 | 0.0184 | 0.4232 | 0.5768 | 78.2742 | 11514001.8086 | 2640694 | 4.3602 |
| 4.2434 | 0.2868 | 23600 | 4.3649 | 0.0184 | 0.4228 | 0.5772 | 78.7313 | 11529377.3008 | 2640694 | 4.3660 |
| 4.2062 | 0.2881 | 23700 | 4.3667 | 0.0184 | 0.4224 | 0.5776 | 78.8741 | 11534163.2061 | 2640694 | 4.3679 |
| 4.6771 | 0.2893 | 23800 | 4.3695 | 0.0184 | 0.4222 | 0.5778 | 79.0896 | 11541367.2744 | 2640694 | 4.3706 |
| 4.3327 | 0.2905 | 23900 | 4.3685 | 0.0184 | 0.4208 | 0.5792 | 79.0167 | 11538932.1328 | 2640694 | 4.3697 |
| 4.2724 | 0.2917 | 24000 | 4.3690 | 0.0184 | 0.4213 | 0.5787 | 79.0567 | 11540268.9287 | 2640694 | 4.3702 |
| 4.2566 | 0.2929 | 24100 | 4.3656 | 0.0184 | 0.4238 | 0.5762 | 78.7869 | 11531241.8320 | 2640694 | 4.3667 |
| 4.5531 | 0.2941 | 24200 | 4.3569 | 0.0184 | 0.4248 | 0.5752 | 78.1013 | 11508163.5029 | 2640694 | 4.3580 |
| 4.1502 | 0.2954 | 24300 | 4.3448 | 0.0184 | 0.4248 | 0.5752 | 77.1634 | 11476258.6875 | 2640694 | 4.3459 |
| 4.3813 | 0.2966 | 24400 | 4.3646 | 0.0184 | 0.4231 | 0.5769 | 78.7044 | 11528475.5420 | 2640694 | 4.3657 |
| 4.2729 | 0.2978 | 24500 | 4.3532 | 0.0184 | 0.4235 | 0.5765 | 77.8139 | 11498427.2617 | 2640694 | 4.3543 |
| 4.4949 | 0.2990 | 24600 | 4.3547 | 0.0184 | 0.4242 | 0.5758 | 77.9355 | 11502549.7520 | 2640694 | 4.3559 |
| 4.5248 | 0.3002 | 24700 | 4.3582 | 0.0184 | 0.4239 | 0.5761 | 78.2034 | 11511612.2676 | 2640694 | 4.3593 |
| 4.4901 | 0.3014 | 24800 | 4.3542 | 0.0184 | 0.4231 | 0.5769 | 77.8960 | 11501210.3086 | 2640694 | 4.3554 |
| 4.3469 | 0.3026 | 24900 | 4.3647 | 0.0184 | 0.4220 | 0.5780 | 78.7198 | 11528992.3037 | 2640694 | 4.3659 |
| 4.3142 | 0.3039 | 25000 | 4.3618 | 0.0184 | 0.4235 | 0.5765 | 78.4864 | 11521151.3359 | 2640694 | 4.3629 |
| 4.2153 | 0.3051 | 25100 | 4.3631 | 0.0184 | 0.4230 | 0.5770 | 78.5930 | 11524736.3350 | 2640694 | 4.3643 |
| 4.3341 | 0.3063 | 25200 | 4.3562 | 0.0184 | 0.4236 | 0.5764 | 78.0498 | 11506420.1797 | 2640694 | 4.3573 |
| 4.2391 | 0.3075 | 25300 | 4.3552 | 0.0184 | 0.4238 | 0.5762 | 77.9734 | 11503834.4053 | 2640694 | 4.3564 |
| 4.5637 | 0.3087 | 25400 | 4.3583 | 0.0184 | 0.4232 | 0.5768 | 78.2077 | 11511756.4668 | 2640694 | 4.3594 |
| 4.3084 | 0.3099 | 25500 | 4.3567 | 0.0184 | 0.4241 | 0.5759 | 78.0859 | 11507642.2100 | 2640694 | 4.3578 |
| 4.2375 | 0.3112 | 25600 | 4.3479 | 0.0184 | 0.4250 | 0.5750 | 77.4039 | 11484474.7852 | 2640694 | 4.3490 |
| 4.2487 | 0.3124 | 25700 | 4.3560 | 0.0184 | 0.4251 | 0.5749 | 78.0346 | 11505905.5801 | 2640694 | 4.3572 |
| 4.2947 | 0.3136 | 25800 | 4.3506 | 0.0184 | 0.4242 | 0.5758 | 77.6126 | 11491588.3740 | 2640694 | 4.3517 |
| 4.1252 | 0.3148 | 25900 | 4.3607 | 0.0184 | 0.4223 | 0.5777 | 78.3961 | 11518110.375 | 2640694 | 4.3618 |
| 3.925 | 0.3160 | 26000 | 4.3470 | 0.0184 | 0.4248 | 0.5752 | 77.3379 | 11482223.9385 | 2640694 | 4.3482 |
| 4.3637 | 0.3172 | 26100 | 4.3443 | 0.0184 | 0.4261 | 0.5739 | 77.1210 | 11474807.0752 | 2640694 | 4.3454 |
| 4.3914 | 0.3184 | 26200 | 4.3598 | 0.0184 | 0.4234 | 0.5766 | 78.3270 | 11515781.7129 | 2640694 | 4.3609 |
| 4.1384 | 0.3197 | 26300 | 4.3474 | 0.0184 | 0.4251 | 0.5749 | 77.3623 | 11483055.6641 | 2640694 | 4.3485 |
| 4.3495 | 0.3209 | 26400 | 4.3584 | 0.0184 | 0.4228 | 0.5772 | 78.2171 | 11512076.1357 | 2640694 | 4.3595 |
| 4.2383 | 0.3221 | 26500 | 4.3445 | 0.0184 | 0.4243 | 0.5757 | 77.1418 | 11475520.0830 | 2640694 | 4.3456 |
| 4.3047 | 0.3233 | 26600 | 4.3603 | 0.0184 | 0.4218 | 0.5782 | 78.3662 | 11517103.6533 | 2640694 | 4.3614 |
| 4.427 | 0.3245 | 26700 | 4.3515 | 0.0184 | 0.4252 | 0.5748 | 77.6787 | 11493835.9658 | 2640694 | 4.3526 |
| 4.5045 | 0.3257 | 26800 | 4.3413 | 0.0184 | 0.4255 | 0.5745 | 76.8939 | 11467021.3857 | 2640694 | 4.3424 |
| 4.5167 | 0.3270 | 26900 | 4.3501 | 0.0184 | 0.4238 | 0.5762 | 77.5728 | 11490231.6045 | 2640694 | 4.3512 |
| 4.2855 | 0.3282 | 27000 | 4.3523 | 0.0184 | 0.4241 | 0.5759 | 77.7436 | 11496038.5195 | 2640694 | 4.3534 |
| 4.4928 | 0.3294 | 27100 | 4.3577 | 0.0184 | 0.4243 | 0.5757 | 78.1626 | 11510232.6309 | 2640694 | 4.3588 |
| 4.5298 | 0.3306 | 27200 | 4.3586 | 0.0184 | 0.4225 | 0.5775 | 78.2380 | 11512781.5205 | 2640694 | 4.3598 |
| 4.3622 | 0.3318 | 27300 | 4.3575 | 0.0184 | 0.4237 | 0.5763 | 78.1525 | 11509892.9521 | 2640694 | 4.3587 |
| 4.5129 | 0.3330 | 27400 | 4.3460 | 0.0184 | 0.4254 | 0.5746 | 77.2574 | 11479473.6465 | 2640694 | 4.3471 |
| 3.9314 | 0.3342 | 27500 | 4.3369 | 0.0184 | 0.4258 | 0.5742 | 76.5575 | 11455442.7637 | 2640694 | 4.3380 |
| 4.2529 | 0.3355 | 27600 | 4.3454 | 0.0184 | 0.4256 | 0.5744 | 77.2117 | 11477909.8359 | 2640694 | 4.3466 |
| 4.3491 | 0.3367 | 27700 | 4.3333 | 0.0184 | 0.4256 | 0.5744 | 76.2774 | 11445761.3838 | 2640694 | 4.3344 |
| 4.273 | 0.3379 | 27800 | 4.3458 | 0.0184 | 0.4247 | 0.5753 | 77.2393 | 11478853.9639 | 2640694 | 4.3469 |
| 4.1303 | 0.3391 | 27900 | 4.3399 | 0.0184 | 0.4257 | 0.5743 | 76.7855 | 11463295.4131 | 2640694 | 4.3410 |
| 4.2274 | 0.3403 | 28000 | 4.3373 | 0.0184 | 0.4259 | 0.5741 | 76.5911 | 11456600.4297 | 2640694 | 4.3385 |
| 4.4669 | 0.3415 | 28100 | 4.3381 | 0.0184 | 0.4258 | 0.5742 | 76.6480 | 11458562.4395 | 2640694 | 4.3392 |
| 4.3661 | 0.3428 | 28200 | 4.3476 | 0.0184 | 0.4254 | 0.5746 | 77.3736 | 11483442.6885 | 2640694 | 4.3486 |
| 4.6194 | 0.3440 | 28300 | 4.3470 | 0.0184 | 0.4258 | 0.5742 | 77.3330 | 11482055.8330 | 2640694 | 4.3481 |
| 4.6118 | 0.3452 | 28400 | 4.3458 | 0.0184 | 0.4242 | 0.5758 | 77.2358 | 11478736.2168 | 2640694 | 4.3469 |
| 4.3839 | 0.3464 | 28500 | 4.3372 | 0.0184 | 0.4263 | 0.5737 | 76.5761 | 11456082.7969 | 2640694 | 4.3383 |
| 3.9167 | 0.3476 | 28600 | 4.3474 | 0.0184 | 0.4239 | 0.5761 | 77.3609 | 11483008.9189 | 2640694 | 4.3485 |
| 4.6153 | 0.3488 | 28700 | 4.3382 | 0.0184 | 0.4260 | 0.5740 | 76.6602 | 11458982.7295 | 2640694 | 4.3394 |
| 4.4853 | 0.3500 | 28800 | 4.3578 | 0.0184 | 0.4231 | 0.5769 | 78.1693 | 11510459.0908 | 2640694 | 4.3589 |
| 4.7016 | 0.3513 | 28900 | 4.3335 | 0.0184 | 0.4252 | 0.5748 | 76.2987 | 11446498.8633 | 2640694 | 4.3347 |
| 4.1403 | 0.3525 | 29000 | 4.3336 | 0.0184 | 0.4265 | 0.5735 | 76.3076 | 11446806.1748 | 2640694 | 4.3348 |
| 4.2632 | 0.3537 | 29100 | 4.3414 | 0.0184 | 0.4265 | 0.5735 | 76.9059 | 11467433.0684 | 2640694 | 4.3426 |
| 4.5734 | 0.3549 | 29200 | 4.3420 | 0.0184 | 0.4255 | 0.5745 | 76.9422 | 11468676.4824 | 2640694 | 4.3431 |
| 4.5766 | 0.3561 | 29300 | 4.3311 | 0.0184 | 0.4271 | 0.5729 | 76.1165 | 11440186.1211 | 2640694 | 4.3323 |
| 4.173 | 0.3573 | 29400 | 4.3488 | 0.0184 | 0.4229 | 0.5771 | 77.4704 | 11486742.5117 | 2640694 | 4.3499 |
| 4.4061 | 0.3586 | 29500 | 4.3370 | 0.0184 | 0.4257 | 0.5743 | 76.5641 | 11455670.5752 | 2640694 | 4.3381 |
| 4.1505 | 0.3598 | 29600 | 4.3387 | 0.0184 | 0.4248 | 0.5752 | 76.6922 | 11460083.6064 | 2640694 | 4.3398 |
| 4.4629 | 0.3610 | 29700 | 4.3401 | 0.0184 | 0.4251 | 0.5749 | 76.7994 | 11463771.5195 | 2640694 | 4.3412 |
| 4.2098 | 0.3622 | 29800 | 4.3363 | 0.0184 | 0.4252 | 0.5748 | 76.5104 | 11453816.0010 | 2640694 | 4.3374 |
| 4.1539 | 0.3634 | 29900 | 4.3277 | 0.0184 | 0.4271 | 0.5729 | 75.8581 | 11431206.2617 | 2640694 | 4.3289 |
| 4.8478 | 0.3646 | 30000 | 4.3476 | 0.0184 | 0.4246 | 0.5754 | 77.3799 | 11483656.6670 | 2640694 | 4.3487 |
| 4.4068 | 0.3658 | 30100 | 4.3298 | 0.0184 | 0.4266 | 0.5734 | 76.0127 | 11436582.4336 | 2640694 | 4.3309 |
| 4.4514 | 0.3671 | 30200 | 4.3302 | 0.0184 | 0.4277 | 0.5723 | 76.0442 | 11437675.5469 | 2640694 | 4.3313 |
| 4.2081 | 0.3683 | 30300 | 4.3324 | 0.0184 | 0.4267 | 0.5733 | 76.2167 | 11443659.4668 | 2640694 | 4.3336 |
| 4.389 | 0.3695 | 30400 | 4.3408 | 0.0184 | 0.4250 | 0.5750 | 76.8567 | 11465741.8770 | 2640694 | 4.3419 |
| 4.2944 | 0.3707 | 30500 | 4.3303 | 0.0184 | 0.4273 | 0.5727 | 76.0511 | 11437917.0195 | 2640694 | 4.3314 |
| 4.3746 | 0.3719 | 30600 | 4.3198 | 0.0184 | 0.4272 | 0.5728 | 75.2570 | 11410199.6338 | 2640694 | 4.3209 |
| 4.0439 | 0.3731 | 30700 | 4.3318 | 0.0184 | 0.4271 | 0.5729 | 76.1632 | 11441806.2148 | 2640694 | 4.3329 |
| 4.3326 | 0.3744 | 30800 | 4.3305 | 0.0184 | 0.4273 | 0.5727 | 76.0627 | 11438319.0078 | 2640694 | 4.3316 |
| 4.6052 | 0.3756 | 30900 | 4.3407 | 0.0184 | 0.4249 | 0.5751 | 76.8489 | 11465473.7070 | 2640694 | 4.3418 |
| 4.1936 | 0.3768 | 31000 | 4.3336 | 0.0184 | 0.4264 | 0.5736 | 76.3036 | 11446670.8184 | 2640694 | 4.3347 |
| 4.6158 | 0.3780 | 31100 | 4.3265 | 0.0184 | 0.4268 | 0.5732 | 75.7650 | 11427964.0010 | 2640694 | 4.3276 |
| 4.0142 | 0.3792 | 31200 | 4.3299 | 0.0184 | 0.4267 | 0.5733 | 76.0205 | 11436852.0156 | 2640694 | 4.3310 |
| 4.3221 | 0.3804 | 31300 | 4.3390 | 0.0184 | 0.4252 | 0.5748 | 76.7167 | 11460927.7598 | 2640694 | 4.3401 |
| 4.2894 | 0.3816 | 31400 | 4.3240 | 0.0184 | 0.4270 | 0.5730 | 75.5738 | 11421290.7510 | 2640694 | 4.3251 |
| 4.1449 | 0.3829 | 31500 | 4.3148 | 0.0184 | 0.4286 | 0.5714 | 74.8807 | 11396962.5996 | 2640694 | 4.3159 |
| 4.2998 | 0.3841 | 31600 | 4.3261 | 0.0184 | 0.4272 | 0.5728 | 75.7287 | 11426698.4541 | 2640694 | 4.3272 |
| 4.6091 | 0.3853 | 31700 | 4.3406 | 0.0184 | 0.4270 | 0.5730 | 76.8363 | 11465042.4814 | 2640694 | 4.3417 |
| 4.2082 | 0.3865 | 31800 | 4.3225 | 0.0184 | 0.4276 | 0.5724 | 75.4586 | 11417264.3203 | 2640694 | 4.3236 |
| 4.2917 | 0.3877 | 31900 | 4.3390 | 0.0184 | 0.4267 | 0.5733 | 76.7118 | 11460759.4180 | 2640694 | 4.3401 |
| 4.2218 | 0.3889 | 32000 | 4.3349 | 0.0184 | 0.4261 | 0.5739 | 76.4008 | 11450030.9678 | 2640694 | 4.3360 |
| 4.2982 | 0.3902 | 32100 | 4.3251 | 0.0184 | 0.4284 | 0.5716 | 75.6555 | 11424144.9600 | 2640694 | 4.3262 |
| 4.4231 | 0.3914 | 32200 | 4.3251 | 0.0184 | 0.4274 | 0.5726 | 75.6614 | 11424350.6113 | 2640694 | 4.3263 |
| 4.3645 | 0.3926 | 32300 | 4.3186 | 0.0184 | 0.4282 | 0.5718 | 75.1649 | 11406963.4629 | 2640694 | 4.3197 |
| 4.1249 | 0.3938 | 32400 | 4.3239 | 0.0184 | 0.4272 | 0.5728 | 75.5676 | 11421075.7520 | 2640694 | 4.3250 |
| 4.5143 | 0.3950 | 32500 | 4.3310 | 0.0184 | 0.4263 | 0.5737 | 76.1011 | 11439653.7363 | 2640694 | 4.3321 |
| 4.3723 | 0.3962 | 32600 | 4.3282 | 0.0184 | 0.4267 | 0.5733 | 75.8923 | 11432395.5244 | 2640694 | 4.3293 |
| 4.0471 | 0.3974 | 32700 | 4.3160 | 0.0184 | 0.4286 | 0.5714 | 74.9707 | 11400132.5059 | 2640694 | 4.3171 |
| 4.2703 | 0.3987 | 32800 | 4.3184 | 0.0184 | 0.4269 | 0.5731 | 75.1509 | 11406473.2510 | 2640694 | 4.3195 |
| 4.2107 | 0.3999 | 32900 | 4.3205 | 0.0184 | 0.4277 | 0.5723 | 75.3053 | 11411893.7021 | 2640694 | 4.3216 |
| 4.0695 | 0.4011 | 33000 | 4.3199 | 0.0184 | 0.4279 | 0.5721 | 75.2664 | 11410527.3867 | 2640694 | 4.3210 |
| 4.5302 | 0.4023 | 33100 | 4.3279 | 0.0184 | 0.4262 | 0.5738 | 75.8733 | 11431735.4189 | 2640694 | 4.3291 |
| 4.3991 | 0.4035 | 33200 | 4.3179 | 0.0184 | 0.4279 | 0.5721 | 75.1120 | 11405105.5098 | 2640694 | 4.3190 |
| 4.5664 | 0.4047 | 33300 | 4.3175 | 0.0184 | 0.4281 | 0.5719 | 75.0842 | 11404127.5781 | 2640694 | 4.3186 |
| 4.1496 | 0.4060 | 33400 | 4.3232 | 0.0184 | 0.4271 | 0.5729 | 75.5106 | 11419082.4346 | 2640694 | 4.3243 |
| 4.3734 | 0.4072 | 33500 | 4.3172 | 0.0184 | 0.4272 | 0.5728 | 75.0592 | 11403249.7891 | 2640694 | 4.3183 |
| 4.4849 | 0.4084 | 33600 | 4.3271 | 0.0184 | 0.4282 | 0.5718 | 75.8116 | 11429585.9092 | 2640694 | 4.3283 |
| 4.4253 | 0.4096 | 33700 | 4.3137 | 0.0184 | 0.4291 | 0.5709 | 74.7983 | 11394052.3076 | 2640694 | 4.3148 |
| 4.468 | 0.4108 | 33800 | 4.3191 | 0.0184 | 0.4282 | 0.5718 | 75.2050 | 11408371.3662 | 2640694 | 4.3202 |
| 4.2142 | 0.4120 | 33900 | 4.3198 | 0.0184 | 0.4267 | 0.5733 | 75.2568 | 11410189.8330 | 2640694 | 4.3209 |
| 4.4098 | 0.4132 | 34000 | 4.3196 | 0.0184 | 0.4271 | 0.5729 | 75.2394 | 11409581.8213 | 2640694 | 4.3207 |
| 4.2472 | 0.4145 | 34100 | 4.3162 | 0.0184 | 0.4279 | 0.5721 | 74.9901 | 11400816.8320 | 2640694 | 4.3174 |
| 4.4618 | 0.4157 | 34200 | 4.3180 | 0.0184 | 0.4280 | 0.5720 | 75.1222 | 11405462.6768 | 2640694 | 4.3191 |
| 4.387 | 0.4169 | 34300 | 4.3100 | 0.0184 | 0.4293 | 0.5707 | 74.5261 | 11384424.6152 | 2640694 | 4.3111 |
| 4.2572 | 0.4181 | 34400 | 4.3211 | 0.0184 | 0.4278 | 0.5722 | 75.3544 | 11413614.2920 | 2640694 | 4.3222 |
| 4.319 | 0.4193 | 34500 | 4.3228 | 0.0184 | 0.4277 | 0.5723 | 75.4860 | 11418222.3291 | 2640694 | 4.3239 |
| 4.1236 | 0.4205 | 34600 | 4.3193 | 0.0184 | 0.4282 | 0.5718 | 75.2149 | 11408721.6182 | 2640694 | 4.3203 |
| 4.2963 | 0.4218 | 34700 | 4.3123 | 0.0184 | 0.4292 | 0.5708 | 74.6987 | 11390535.5244 | 2640694 | 4.3135 |
| 4.2509 | 0.4230 | 34800 | 4.3186 | 0.0184 | 0.4284 | 0.5716 | 75.1667 | 11407027.1973 | 2640694 | 4.3197 |
| 4.0785 | 0.4242 | 34900 | 4.3333 | 0.0184 | 0.4257 | 0.5743 | 76.2836 | 11445978.7939 | 2640694 | 4.3345 |
| 4.213 | 0.4254 | 35000 | 4.3157 | 0.0184 | 0.4277 | 0.5723 | 74.9539 | 11399542.7373 | 2640694 | 4.3169 |
| 4.0288 | 0.4266 | 35100 | 4.3151 | 0.0184 | 0.4294 | 0.5706 | 74.9040 | 11397784.3516 | 2640694 | 4.3162 |
| 4.3375 | 0.4278 | 35200 | 4.3130 | 0.0184 | 0.4291 | 0.5709 | 74.7481 | 11392279.6084 | 2640694 | 4.3141 |
| 4.3199 | 0.4290 | 35300 | 4.3207 | 0.0184 | 0.4282 | 0.5718 | 75.3248 | 11412575.1924 | 2640694 | 4.3218 |
| 4.4178 | 0.4303 | 35400 | 4.3132 | 0.0184 | 0.4278 | 0.5722 | 74.7600 | 11392702.7510 | 2640694 | 4.3143 |
| 4.2453 | 0.4315 | 35500 | 4.3119 | 0.0184 | 0.4286 | 0.5714 | 74.6642 | 11389315.5771 | 2640694 | 4.3130 |
| 4.2788 | 0.4327 | 35600 | 4.3155 | 0.0184 | 0.4281 | 0.5719 | 74.9356 | 11398897.4375 | 2640694 | 4.3166 |
| 4.081 | 0.4339 | 35700 | 4.3114 | 0.0184 | 0.4284 | 0.5716 | 74.6260 | 11387963.6875 | 2640694 | 4.3125 |
| 4.1461 | 0.4351 | 35800 | 4.3166 | 0.0184 | 0.4287 | 0.5713 | 75.0194 | 11401846.6592 | 2640694 | 4.3177 |
| 4.2445 | 0.4363 | 35900 | 4.3138 | 0.0184 | 0.4300 | 0.5700 | 74.8093 | 11394440.7383 | 2640694 | 4.3149 |
| 4.3022 | 0.4376 | 36000 | 4.3235 | 0.0184 | 0.4277 | 0.5723 | 75.5392 | 11420080.1270 | 2640694 | 4.3247 |
| 4.1089 | 0.4388 | 36100 | 4.3157 | 0.0184 | 0.4281 | 0.5719 | 74.9474 | 11399311.7070 | 2640694 | 4.3168 |
| 4.115 | 0.4400 | 36200 | 4.3085 | 0.0184 | 0.4295 | 0.5705 | 74.4107 | 11380335.3613 | 2640694 | 4.3096 |
| 4.194 | 0.4412 | 36300 | 4.3056 | 0.0184 | 0.4290 | 0.5710 | 74.1960 | 11372703.7910 | 2640694 | 4.3067 |
| 4.009 | 0.4424 | 36400 | 4.3035 | 0.0184 | 0.4286 | 0.5714 | 74.0407 | 11367170.7676 | 2640694 | 4.3046 |
| 4.2225 | 0.4436 | 36500 | 4.3245 | 0.0184 | 0.4278 | 0.5722 | 75.6123 | 11422634.5898 | 2640694 | 4.3256 |
| 4.5765 | 0.4448 | 36600 | 4.3065 | 0.0184 | 0.4304 | 0.5696 | 74.2632 | 11375096.2412 | 2640694 | 4.3076 |
| 4.3234 | 0.4461 | 36700 | 4.3055 | 0.0184 | 0.4297 | 0.5703 | 74.1873 | 11372395.3682 | 2640694 | 4.3066 |
| 4.4265 | 0.4473 | 36800 | 4.3086 | 0.0184 | 0.4280 | 0.5720 | 74.4173 | 11380567.9834 | 2640694 | 4.3097 |
| 4.2614 | 0.4485 | 36900 | 4.3130 | 0.0184 | 0.4304 | 0.5696 | 74.7462 | 11392212.4385 | 2640694 | 4.3141 |
| 4.1203 | 0.4497 | 37000 | 4.3087 | 0.0184 | 0.4293 | 0.5707 | 74.4264 | 11380890.5508 | 2640694 | 4.3098 |
| 4.0789 | 0.4509 | 37100 | 4.3111 | 0.0184 | 0.4280 | 0.5720 | 74.6084 | 11387340.7910 | 2640694 | 4.3123 |
| 4.2415 | 0.4521 | 37200 | 4.3144 | 0.0184 | 0.4288 | 0.5712 | 74.8498 | 11395872.6016 | 2640694 | 4.3155 |
| 4.5488 | 0.4534 | 37300 | 4.3067 | 0.0184 | 0.4294 | 0.5706 | 74.2797 | 11375681.0088 | 2640694 | 4.3078 |
| 4.1805 | 0.4546 | 37400 | 4.3055 | 0.0184 | 0.4296 | 0.5704 | 74.1873 | 11372393.5273 | 2640694 | 4.3066 |
| 4.1826 | 0.4558 | 37500 | 4.3094 | 0.0184 | 0.4301 | 0.5699 | 74.4832 | 11382907.5176 | 2640694 | 4.3106 |
| 4.051 | 0.4570 | 37600 | 4.2998 | 0.0184 | 0.4310 | 0.5690 | 73.7638 | 11357277.3857 | 2640694 | 4.3009 |
| 4.4386 | 0.4582 | 37700 | 4.3111 | 0.0184 | 0.4284 | 0.5716 | 74.6067 | 11387281.9824 | 2640694 | 4.3122 |
| 4.283 | 0.4594 | 37800 | 4.3069 | 0.0184 | 0.4281 | 0.5719 | 74.2932 | 11376161.9053 | 2640694 | 4.3080 |
| 4.3038 | 0.4607 | 37900 | 4.3051 | 0.0184 | 0.4293 | 0.5707 | 74.1594 | 11371401.3789 | 2640694 | 4.3062 |
| 4.3979 | 0.4619 | 38000 | 4.3038 | 0.0184 | 0.4290 | 0.5710 | 74.0631 | 11367969.1582 | 2640694 | 4.3049 |
| 4.4992 | 0.4631 | 38100 | 4.3110 | 0.0184 | 0.4296 | 0.5704 | 74.5970 | 11386938.3447 | 2640694 | 4.3121 |
| 4.2601 | 0.4643 | 38200 | 4.3069 | 0.0184 | 0.4294 | 0.5706 | 74.2909 | 11376079.1543 | 2640694 | 4.3080 |
| 4.4024 | 0.4655 | 38300 | 4.3066 | 0.0184 | 0.4298 | 0.5702 | 74.2713 | 11375384.0498 | 2640694 | 4.3077 |
| 4.3032 | 0.4667 | 38400 | 4.3116 | 0.0184 | 0.4280 | 0.5720 | 74.6446 | 11388621.2373 | 2640694 | 4.3127 |
| 4.3408 | 0.4679 | 38500 | 4.3051 | 0.0184 | 0.4303 | 0.5697 | 74.1562 | 11371287.5986 | 2640694 | 4.3062 |
| 4.2594 | 0.4692 | 38600 | 4.3029 | 0.0184 | 0.4306 | 0.5694 | 73.9937 | 11365492.7129 | 2640694 | 4.3040 |
| 4.5749 | 0.4704 | 38700 | 4.3063 | 0.0184 | 0.4289 | 0.5711 | 74.2459 | 11374479.0947 | 2640694 | 4.3074 |
| 4.0942 | 0.4716 | 38800 | 4.3248 | 0.0184 | 0.4253 | 0.5747 | 75.6340 | 11423392.7656 | 2640694 | 4.3259 |
| 4.2501 | 0.4728 | 38900 | 4.3038 | 0.0184 | 0.4279 | 0.5721 | 74.0613 | 11367906.5020 | 2640694 | 4.3049 |
| 3.9749 | 0.4740 | 39000 | 4.3089 | 0.0184 | 0.4296 | 0.5704 | 74.4425 | 11381461.5498 | 2640694 | 4.3100 |
| 4.2719 | 0.4752 | 39100 | 4.3063 | 0.0184 | 0.4284 | 0.5716 | 74.2465 | 11374499.3818 | 2640694 | 4.3074 |
| 4.2308 | 0.4765 | 39200 | 4.3035 | 0.0184 | 0.4303 | 0.5697 | 74.0446 | 11367310.4189 | 2640694 | 4.3047 |
| 4.4218 | 0.4777 | 39300 | 4.2975 | 0.0184 | 0.4310 | 0.5690 | 73.5982 | 11351340.1279 | 2640694 | 4.2986 |
| 4.1631 | 0.4789 | 39400 | 4.2940 | 0.0184 | 0.4312 | 0.5688 | 73.3410 | 11342097.0430 | 2640694 | 4.2951 |
| 4.0497 | 0.4801 | 39500 | 4.2959 | 0.0184 | 0.4295 | 0.5705 | 73.4832 | 11347210.5557 | 2640694 | 4.2971 |
| 4.3704 | 0.4813 | 39600 | 4.3001 | 0.0184 | 0.4297 | 0.5703 | 73.7871 | 11358111.5078 | 2640694 | 4.3012 |
| 4.429 | 0.4825 | 39700 | 4.3076 | 0.0184 | 0.4288 | 0.5712 | 74.3399 | 11377819.2275 | 2640694 | 4.3086 |
| 4.0224 | 0.4837 | 39800 | 4.3061 | 0.0184 | 0.4298 | 0.5702 | 74.2312 | 11373956.7148 | 2640694 | 4.3072 |
| 4.3944 | 0.4850 | 39900 | 4.2954 | 0.0184 | 0.4303 | 0.5697 | 73.4442 | 11345811.8887 | 2640694 | 4.2965 |
| 4.1592 | 0.4862 | 40000 | 4.2983 | 0.0184 | 0.4306 | 0.5694 | 73.6539 | 11353340.9326 | 2640694 | 4.2994 |
| 4.1093 | 0.4874 | 40100 | 4.2909 | 0.0184 | 0.4315 | 0.5685 | 73.1127 | 11333865.5840 | 2640694 | 4.2920 |
| 4.5012 | 0.4886 | 40200 | 4.2914 | 0.0184 | 0.4292 | 0.5708 | 73.1491 | 11335179.4600 | 2640694 | 4.2925 |
| 4.1282 | 0.4898 | 40300 | 4.3119 | 0.0184 | 0.4288 | 0.5712 | 74.6658 | 11389371.1289 | 2640694 | 4.3130 |
| 4.253 | 0.4910 | 40400 | 4.3052 | 0.0184 | 0.4293 | 0.5707 | 74.1639 | 11371562.6699 | 2640694 | 4.3063 |
| 4.4376 | 0.4923 | 40500 | 4.2939 | 0.0184 | 0.4311 | 0.5689 | 73.3349 | 11341876.0791 | 2640694 | 4.2950 |
| 4.5678 | 0.4935 | 40600 | 4.2975 | 0.0184 | 0.4302 | 0.5698 | 73.5971 | 11351303.6533 | 2640694 | 4.2986 |
| 4.196 | 0.4947 | 40700 | 4.3086 | 0.0184 | 0.4305 | 0.5695 | 74.4212 | 11380707.8770 | 2640694 | 4.3097 |
| 4.367 | 0.4959 | 40800 | 4.2914 | 0.0184 | 0.4304 | 0.5696 | 73.1540 | 11335357.1094 | 2640694 | 4.2926 |
| 4.2449 | 0.4971 | 40900 | 4.3008 | 0.0184 | 0.4297 | 0.5703 | 73.8419 | 11360069.5303 | 2640694 | 4.3019 |
| 4.5437 | 0.4983 | 41000 | 4.3010 | 0.0184 | 0.4301 | 0.5699 | 73.8582 | 11360655.5508 | 2640694 | 4.3021 |
| 4.3426 | 0.4995 | 41100 | 4.3039 | 0.0184 | 0.4290 | 0.5710 | 74.0705 | 11368235.0029 | 2640694 | 4.3050 |
| 4.3343 | 0.5008 | 41200 | 4.2985 | 0.0184 | 0.4303 | 0.5697 | 73.6697 | 11353905.2764 | 2640694 | 4.2996 |
| 4.47 | 0.5020 | 41300 | 4.2993 | 0.0184 | 0.4302 | 0.5698 | 73.7280 | 11355993.8428 | 2640694 | 4.3004 |
| 4.1713 | 0.5032 | 41400 | 4.3011 | 0.0184 | 0.4282 | 0.5718 | 73.8654 | 11360911.8027 | 2640694 | 4.3022 |
| 4.3758 | 0.5044 | 41500 | 4.2983 | 0.0184 | 0.4306 | 0.5694 | 73.6566 | 11353435.6719 | 2640694 | 4.2994 |
| 4.3525 | 0.5056 | 41600 | 4.3003 | 0.0184 | 0.4296 | 0.5704 | 73.8027 | 11358668.5049 | 2640694 | 4.3014 |
| 4.4115 | 0.5068 | 41700 | 4.2996 | 0.0184 | 0.4297 | 0.5703 | 73.7473 | 11356687.6045 | 2640694 | 4.3006 |
| 4.3181 | 0.5081 | 41800 | 4.2944 | 0.0184 | 0.4314 | 0.5686 | 73.3729 | 11343245.8574 | 2640694 | 4.2956 |
| 4.1586 | 0.5093 | 41900 | 4.3022 | 0.0184 | 0.4310 | 0.5690 | 73.9424 | 11363664.0742 | 2640694 | 4.3033 |
| 4.1371 | 0.5105 | 42000 | 4.3031 | 0.0184 | 0.4298 | 0.5702 | 74.0123 | 11366156.1006 | 2640694 | 4.3042 |
| 4.1633 | 0.5117 | 42100 | 4.2894 | 0.0184 | 0.4322 | 0.5678 | 73.0015 | 11329846.5303 | 2640694 | 4.2905 |
| 3.9511 | 0.5129 | 42200 | 4.2918 | 0.0184 | 0.4298 | 0.5702 | 73.1803 | 11336305.5977 | 2640694 | 4.2929 |
| 3.9669 | 0.5141 | 42300 | 4.3008 | 0.0184 | 0.4288 | 0.5712 | 73.8391 | 11359972.4346 | 2640694 | 4.3019 |
| 4.3401 | 0.5153 | 42400 | 4.2942 | 0.0184 | 0.4295 | 0.5705 | 73.3559 | 11342634.5098 | 2640694 | 4.2953 |
| 4.5773 | 0.5166 | 42500 | 4.2975 | 0.0184 | 0.4292 | 0.5708 | 73.5983 | 11351346.2432 | 2640694 | 4.2986 |
| 4.4575 | 0.5178 | 42600 | 4.3013 | 0.0184 | 0.4307 | 0.5693 | 73.8810 | 11361468.7266 | 2640694 | 4.3025 |
| 4.0562 | 0.5190 | 42700 | 4.2850 | 0.0184 | 0.4327 | 0.5673 | 72.6835 | 11318316.5449 | 2640694 | 4.2861 |
| 4.1234 | 0.5202 | 42800 | 4.2927 | 0.0184 | 0.4296 | 0.5704 | 73.2471 | 11338715.3975 | 2640694 | 4.2938 |
| 4.0795 | 0.5214 | 42900 | 4.3011 | 0.0184 | 0.4300 | 0.5700 | 73.8619 | 11360785.9990 | 2640694 | 4.3022 |
| 4.3172 | 0.5226 | 43000 | 4.2862 | 0.0184 | 0.4311 | 0.5689 | 72.7685 | 11321401.6445 | 2640694 | 4.2873 |
| 4.4169 | 0.5239 | 43100 | 4.2953 | 0.0184 | 0.4300 | 0.5700 | 73.4332 | 11345414.1641 | 2640694 | 4.2964 |
| 4.2263 | 0.5251 | 43200 | 4.2986 | 0.0184 | 0.4300 | 0.5700 | 73.6788 | 11354233.2705 | 2640694 | 4.2997 |
| 4.2956 | 0.5263 | 43300 | 4.2875 | 0.0184 | 0.4321 | 0.5679 | 72.8633 | 11324839.6924 | 2640694 | 4.2886 |
| 4.386 | 0.5275 | 43400 | 4.2926 | 0.0184 | 0.4313 | 0.5687 | 73.2324 | 11338183.4365 | 2640694 | 4.2936 |
| 4.3125 | 0.5287 | 43500 | 4.2990 | 0.0184 | 0.4307 | 0.5693 | 73.7082 | 11355285.6035 | 2640694 | 4.3001 |
| 4.1178 | 0.5299 | 43600 | 4.2803 | 0.0184 | 0.4312 | 0.5688 | 72.3393 | 11305783.4072 | 2640694 | 4.2814 |
| 4.4665 | 0.5311 | 43700 | 4.2791 | 0.0184 | 0.4326 | 0.5674 | 72.2571 | 11302780.9424 | 2640694 | 4.2802 |
| 4.3003 | 0.5324 | 43800 | 4.2841 | 0.0184 | 0.4334 | 0.5666 | 72.6210 | 11316043.6152 | 2640694 | 4.2853 |
| 4.4528 | 0.5336 | 43900 | 4.2855 | 0.0184 | 0.4330 | 0.5670 | 72.7219 | 11319712.6377 | 2640694 | 4.2866 |
| 4.6101 | 0.5348 | 44000 | 4.2894 | 0.0184 | 0.4328 | 0.5672 | 73.0070 | 11330044.4023 | 2640694 | 4.2906 |
| 4.0284 | 0.5360 | 44100 | 4.2862 | 0.0184 | 0.4317 | 0.5683 | 72.7678 | 11321376.4209 | 2640694 | 4.2873 |
| 4.3171 | 0.5372 | 44200 | 4.2936 | 0.0184 | 0.4298 | 0.5702 | 73.3103 | 11340991.6572 | 2640694 | 4.2947 |
| 4.4193 | 0.5384 | 44300 | 4.2942 | 0.0184 | 0.4308 | 0.5692 | 73.3507 | 11342446.3730 | 2640694 | 4.2953 |
| 4.4607 | 0.5397 | 44400 | 4.2951 | 0.0184 | 0.4305 | 0.5695 | 73.4246 | 11345103.9336 | 2640694 | 4.2963 |
| 4.2767 | 0.5409 | 44500 | 4.2936 | 0.0184 | 0.4304 | 0.5696 | 73.3092 | 11340950.2607 | 2640694 | 4.2947 |
| 4.1348 | 0.5421 | 44600 | 4.2880 | 0.0184 | 0.4309 | 0.5691 | 72.9015 | 11326223.5742 | 2640694 | 4.2891 |
| 4.285 | 0.5433 | 44700 | 4.2920 | 0.0184 | 0.4321 | 0.5679 | 73.1926 | 11336748.4531 | 2640694 | 4.2931 |
| 4.2452 | 0.5445 | 44800 | 4.2986 | 0.0184 | 0.4305 | 0.5695 | 73.6765 | 11354147.8994 | 2640694 | 4.2997 |
| 4.1648 | 0.5457 | 44900 | 4.2861 | 0.0184 | 0.4315 | 0.5685 | 72.7637 | 11321229.7021 | 2640694 | 4.2872 |
| 4.1962 | 0.5469 | 45000 | 4.2815 | 0.0184 | 0.4336 | 0.5664 | 72.4268 | 11308972.3623 | 2640694 | 4.2826 |
| 4.3308 | 0.5482 | 45100 | 4.2819 | 0.0184 | 0.4316 | 0.5684 | 72.4555 | 11310019.3105 | 2640694 | 4.2830 |
| 4.2708 | 0.5494 | 45200 | 4.2820 | 0.0184 | 0.4322 | 0.5678 | 72.4609 | 11310216.1738 | 2640694 | 4.2830 |
| 4.2002 | 0.5506 | 45300 | 4.2892 | 0.0184 | 0.4317 | 0.5683 | 72.9864 | 11329299.2734 | 2640694 | 4.2903 |
| 4.0308 | 0.5518 | 45400 | 4.2928 | 0.0184 | 0.4307 | 0.5693 | 73.2491 | 11338786.6738 | 2640694 | 4.2939 |
| 4.2858 | 0.5530 | 45500 | 4.2788 | 0.0184 | 0.4318 | 0.5682 | 72.2365 | 11302027.4600 | 2640694 | 4.2799 |
| 4.415 | 0.5542 | 45600 | 4.2847 | 0.0184 | 0.4318 | 0.5682 | 72.6637 | 11317597.3535 | 2640694 | 4.2858 |
| 4.1553 | 0.5555 | 45700 | 4.2732 | 0.0184 | 0.4331 | 0.5669 | 71.8294 | 11287102.6992 | 2640694 | 4.2743 |
| 4.2104 | 0.5567 | 45800 | 4.2940 | 0.0184 | 0.4314 | 0.5686 | 73.3363 | 11341928.2324 | 2640694 | 4.2951 |
| 4.2844 | 0.5579 | 45900 | 4.2943 | 0.0184 | 0.4304 | 0.5696 | 73.3659 | 11342993.2627 | 2640694 | 4.2955 |
| 4.051 | 0.5591 | 46000 | 4.2855 | 0.0184 | 0.4317 | 0.5683 | 72.7199 | 11319637.0908 | 2640694 | 4.2866 |
| 4.2746 | 0.5603 | 46100 | 4.2807 | 0.0184 | 0.4328 | 0.5672 | 72.3730 | 11307013.2090 | 2640694 | 4.2818 |
| 4.5935 | 0.5615 | 46200 | 4.2839 | 0.0184 | 0.4318 | 0.5682 | 72.6067 | 11315523.7373 | 2640694 | 4.2851 |
| 4.3267 | 0.5627 | 46300 | 4.2804 | 0.0184 | 0.4326 | 0.5674 | 72.3491 | 11306139.3730 | 2640694 | 4.2815 |
| 4.3569 | 0.5640 | 46400 | 4.2858 | 0.0184 | 0.4319 | 0.5681 | 72.7402 | 11320377.4580 | 2640694 | 4.2869 |
| 4.2701 | 0.5652 | 46500 | 4.2800 | 0.0184 | 0.4323 | 0.5677 | 72.3200 | 11305078.3906 | 2640694 | 4.2811 |
| 4.3142 | 0.5664 | 46600 | 4.2990 | 0.0184 | 0.4290 | 0.5710 | 73.7074 | 11355257.2031 | 2640694 | 4.3001 |
| 4.1285 | 0.5676 | 46700 | 4.2792 | 0.0184 | 0.4332 | 0.5668 | 72.2648 | 11303061.0459 | 2640694 | 4.2803 |
| 4.0909 | 0.5688 | 46800 | 4.2714 | 0.0184 | 0.4338 | 0.5662 | 71.6971 | 11282234.5723 | 2640694 | 4.2725 |
| 4.0634 | 0.5700 | 46900 | 4.2825 | 0.0184 | 0.4314 | 0.5686 | 72.5011 | 11311683.1006 | 2640694 | 4.2836 |
| 4.2383 | 0.5713 | 47000 | 4.2744 | 0.0184 | 0.4329 | 0.5671 | 71.9175 | 11290338.1016 | 2640694 | 4.2755 |
| 4.1448 | 0.5725 | 47100 | 4.2848 | 0.0184 | 0.4317 | 0.5683 | 72.6651 | 11317647.0186 | 2640694 | 4.2859 |
| 4.2454 | 0.5737 | 47200 | 4.2785 | 0.0184 | 0.4329 | 0.5671 | 72.2160 | 11301276.3438 | 2640694 | 4.2797 |
| 4.472 | 0.5749 | 47300 | 4.2862 | 0.0184 | 0.4320 | 0.5680 | 72.7729 | 11321561.9385 | 2640694 | 4.2873 |
| 4.046 | 0.5761 | 47400 | 4.2786 | 0.0184 | 0.4332 | 0.5668 | 72.2180 | 11301351.2139 | 2640694 | 4.2797 |
| 4.3118 | 0.5773 | 47500 | 4.2941 | 0.0184 | 0.4295 | 0.5705 | 73.3497 | 11342411.0127 | 2640694 | 4.2952 |
| 4.0597 | 0.5785 | 47600 | 4.2789 | 0.0184 | 0.4314 | 0.5686 | 72.2393 | 11302127.6025 | 2640694 | 4.2800 |
| 4.1445 | 0.5798 | 47700 | 4.2780 | 0.0184 | 0.4330 | 0.5670 | 72.1774 | 11299866.5869 | 2640694 | 4.2791 |
| 4.1813 | 0.5810 | 47800 | 4.2828 | 0.0184 | 0.4323 | 0.5677 | 72.5230 | 11312480.1709 | 2640694 | 4.2839 |
| 4.3311 | 0.5822 | 47900 | 4.2876 | 0.0184 | 0.4320 | 0.5680 | 72.8690 | 11325048.5117 | 2640694 | 4.2887 |
| 4.2419 | 0.5834 | 48000 | 4.2805 | 0.0184 | 0.4311 | 0.5689 | 72.3564 | 11306406.6367 | 2640694 | 4.2816 |
| 4.471 | 0.5846 | 48100 | 4.2816 | 0.0184 | 0.4316 | 0.5684 | 72.4400 | 11309454.7861 | 2640694 | 4.2828 |
| 4.0123 | 0.5858 | 48200 | 4.2729 | 0.0184 | 0.4336 | 0.5664 | 71.8072 | 11286284.5957 | 2640694 | 4.2740 |
| 4.2753 | 0.5871 | 48300 | 4.2855 | 0.0184 | 0.4320 | 0.5680 | 72.7230 | 11319749.6152 | 2640694 | 4.2867 |
| 4.4443 | 0.5883 | 48400 | 4.2763 | 0.0184 | 0.4327 | 0.5673 | 72.0543 | 11295357.8467 | 2640694 | 4.2774 |
| 4.1951 | 0.5895 | 48500 | 4.2887 | 0.0184 | 0.4310 | 0.5690 | 72.9510 | 11328017.3906 | 2640694 | 4.2898 |
| 4.3209 | 0.5907 | 48600 | 4.2805 | 0.0184 | 0.4331 | 0.5669 | 72.3536 | 11306302.3252 | 2640694 | 4.2816 |
| 4.2333 | 0.5919 | 48700 | 4.2821 | 0.0184 | 0.4325 | 0.5675 | 72.4717 | 11310611.2129 | 2640694 | 4.2832 |
| 4.3654 | 0.5931 | 48800 | 4.2804 | 0.0184 | 0.4317 | 0.5683 | 72.3537 | 11306307.4424 | 2640694 | 4.2816 |
| 4.3073 | 0.5943 | 48900 | 4.2814 | 0.0184 | 0.4325 | 0.5675 | 72.4239 | 11308866.7178 | 2640694 | 4.2825 |
| 3.8958 | 0.5956 | 49000 | 4.2862 | 0.0184 | 0.4320 | 0.5680 | 72.7702 | 11321463.2236 | 2640694 | 4.2873 |
| 3.9555 | 0.5968 | 49100 | 4.2788 | 0.0184 | 0.4334 | 0.5666 | 72.2347 | 11301959.9736 | 2640694 | 4.2799 |
| 4.2057 | 0.5980 | 49200 | 4.2860 | 0.0184 | 0.4309 | 0.5691 | 72.7545 | 11320894.9277 | 2640694 | 4.2871 |
| 4.3808 | 0.5992 | 49300 | 4.2781 | 0.0184 | 0.4334 | 0.5666 | 72.1845 | 11300123.6416 | 2640694 | 4.2792 |
| 4.4761 | 0.6004 | 49400 | 4.2722 | 0.0184 | 0.4335 | 0.5665 | 71.7614 | 11284599.2559 | 2640694 | 4.2733 |
| 4.4444 | 0.6016 | 49500 | 4.2849 | 0.0184 | 0.4315 | 0.5685 | 72.6764 | 11318057.1309 | 2640694 | 4.2860 |
| 4.2178 | 0.6029 | 49600 | 4.2888 | 0.0184 | 0.4314 | 0.5686 | 72.9588 | 11328300.3975 | 2640694 | 4.2899 |
| 4.187 | 0.6041 | 49700 | 4.2823 | 0.0184 | 0.4326 | 0.5674 | 72.4866 | 11311152.6104 | 2640694 | 4.2834 |
| 4.1824 | 0.6053 | 49800 | 4.2839 | 0.0184 | 0.4314 | 0.5686 | 72.5998 | 11315275.3770 | 2640694 | 4.2850 |
| 4.014 | 0.6065 | 49900 | 4.2794 | 0.0184 | 0.4323 | 0.5677 | 72.2745 | 11303414.0674 | 2640694 | 4.2805 |
| 4.2139 | 0.6077 | 50000 | 4.2771 | 0.0184 | 0.4321 | 0.5679 | 72.1113 | 11297443.6973 | 2640694 | 4.2782 |
| 4.1525 | 0.6089 | 50100 | 4.2836 | 0.0184 | 0.4316 | 0.5684 | 72.5857 | 11314760.6826 | 2640694 | 4.2848 |
| 4.2998 | 0.6101 | 50200 | 4.2789 | 0.0184 | 0.4320 | 0.5680 | 72.2397 | 11302144.4727 | 2640694 | 4.2800 |
| 4.0558 | 0.6114 | 50300 | 4.2903 | 0.0184 | 0.4303 | 0.5697 | 73.0689 | 11332279.9580 | 2640694 | 4.2914 |
| 4.4836 | 0.6126 | 50400 | 4.2685 | 0.0184 | 0.4324 | 0.5676 | 71.4894 | 11274571.8760 | 2640694 | 4.2695 |
| 4.1076 | 0.6138 | 50500 | 4.2774 | 0.0184 | 0.4323 | 0.5677 | 72.1342 | 11298282.1152 | 2640694 | 4.2785 |
| 4.1315 | 0.6150 | 50600 | 4.2735 | 0.0184 | 0.4330 | 0.5670 | 71.8513 | 11287907.4707 | 2640694 | 4.2746 |
| 4.4374 | 0.6162 | 50700 | 4.2799 | 0.0184 | 0.4328 | 0.5672 | 72.3108 | 11304739.6162 | 2640694 | 4.2810 |
| 4.1284 | 0.6174 | 50800 | 4.2825 | 0.0184 | 0.4312 | 0.5688 | 72.5021 | 11311717.6777 | 2640694 | 4.2836 |
| 4.3043 | 0.6187 | 50900 | 4.2677 | 0.0184 | 0.4332 | 0.5668 | 71.4403 | 11272758.3975 | 2640694 | 4.2689 |
| 4.2892 | 0.6199 | 51000 | 4.2750 | 0.0184 | 0.4327 | 0.5673 | 71.9623 | 11291984.4912 | 2640694 | 4.2761 |
| 4.3095 | 0.6211 | 51100 | 4.2762 | 0.0184 | 0.4331 | 0.5669 | 72.0467 | 11295080.2510 | 2640694 | 4.2773 |
| 4.1532 | 0.6223 | 51200 | 4.2708 | 0.0184 | 0.4336 | 0.5664 | 71.6619 | 11280937.0820 | 2640694 | 4.2720 |
| 4.1361 | 0.6235 | 51300 | 4.2802 | 0.0184 | 0.4335 | 0.5665 | 72.3388 | 11305764.7480 | 2640694 | 4.2814 |
| 4.1871 | 0.6247 | 51400 | 4.2660 | 0.0184 | 0.4340 | 0.5660 | 71.3158 | 11268154.4463 | 2640694 | 4.2671 |
| 4.0554 | 0.6259 | 51500 | 4.2749 | 0.0184 | 0.4330 | 0.5670 | 71.9551 | 11291717.9570 | 2640694 | 4.2760 |
| 4.1361 | 0.6272 | 51600 | 4.2719 | 0.0184 | 0.4335 | 0.5665 | 71.7352 | 11283635.5430 | 2640694 | 4.2730 |
| 4.2425 | 0.6284 | 51700 | 4.2718 | 0.0184 | 0.4325 | 0.5675 | 71.7295 | 11283425.5742 | 2640694 | 4.2729 |
| 4.1859 | 0.6296 | 51800 | 4.2727 | 0.0184 | 0.4336 | 0.5664 | 71.7916 | 11285711.2598 | 2640694 | 4.2738 |
| 4.0968 | 0.6308 | 51900 | 4.2743 | 0.0184 | 0.4326 | 0.5674 | 71.9077 | 11289979.5352 | 2640694 | 4.2754 |
| 4.332 | 0.6320 | 52000 | 4.2807 | 0.0184 | 0.4316 | 0.5684 | 72.3752 | 11307091.0742 | 2640694 | 4.2819 |
| 4.2727 | 0.6332 | 52100 | 4.2689 | 0.0184 | 0.4336 | 0.5664 | 71.5240 | 11275849.5938 | 2640694 | 4.2700 |
| 4.4401 | 0.6345 | 52200 | 4.2693 | 0.0184 | 0.4348 | 0.5652 | 71.5536 | 11276943.9219 | 2640694 | 4.2704 |
| 4.0963 | 0.6357 | 52300 | 4.2720 | 0.0184 | 0.4340 | 0.5660 | 71.7456 | 11284019.8799 | 2640694 | 4.2731 |
| 4.4158 | 0.6369 | 52400 | 4.2746 | 0.0184 | 0.4339 | 0.5661 | 71.9356 | 11291005.0781 | 2640694 | 4.2758 |
| 4.296 | 0.6381 | 52500 | 4.2692 | 0.0184 | 0.4336 | 0.5664 | 71.5464 | 11276677.7168 | 2640694 | 4.2703 |
| 4.1992 | 0.6393 | 52600 | 4.2792 | 0.0184 | 0.4320 | 0.5680 | 72.2617 | 11302947.6621 | 2640694 | 4.2803 |
| 4.1154 | 0.6405 | 52700 | 4.2763 | 0.0184 | 0.4331 | 0.5669 | 72.0516 | 11295258.8691 | 2640694 | 4.2774 |
| 4.2804 | 0.6418 | 52800 | 4.2668 | 0.0184 | 0.4344 | 0.5656 | 71.3760 | 11270382.5547 | 2640694 | 4.2680 |
| 4.477 | 0.6430 | 52900 | 4.2679 | 0.0184 | 0.4338 | 0.5662 | 71.4499 | 11273114.4629 | 2640694 | 4.2690 |
| 4.325 | 0.6442 | 53000 | 4.2814 | 0.0184 | 0.4315 | 0.5685 | 72.4223 | 11308808.3799 | 2640694 | 4.2825 |
| 4.0397 | 0.6454 | 53100 | 4.2689 | 0.0184 | 0.4333 | 0.5667 | 71.5215 | 11275757.7188 | 2640694 | 4.2700 |
| 4.1886 | 0.6466 | 53200 | 4.2890 | 0.0184 | 0.4299 | 0.5701 | 72.9704 | 11328719.1973 | 2640694 | 4.2901 |
| 4.3141 | 0.6478 | 53300 | 4.2651 | 0.0184 | 0.4338 | 0.5662 | 71.2505 | 11265734.5020 | 2640694 | 4.2662 |
| 4.2728 | 0.6490 | 53400 | 4.2574 | 0.0184 | 0.4347 | 0.5653 | 70.7043 | 11245410.9170 | 2640694 | 4.2585 |
| 4.072 | 0.6503 | 53500 | 4.2796 | 0.0184 | 0.4327 | 0.5673 | 72.2906 | 11304001.5176 | 2640694 | 4.2807 |
| 4.0708 | 0.6515 | 53600 | 4.2631 | 0.0184 | 0.4338 | 0.5662 | 71.1082 | 11260454.0762 | 2640694 | 4.2642 |
| 4.1883 | 0.6527 | 53700 | 4.2743 | 0.0184 | 0.4331 | 0.5669 | 71.9126 | 11290160.3867 | 2640694 | 4.2755 |
| 4.2182 | 0.6539 | 53800 | 4.2732 | 0.0184 | 0.4334 | 0.5666 | 71.8282 | 11287058.5244 | 2640694 | 4.2743 |
| 4.1682 | 0.6551 | 53900 | 4.2683 | 0.0184 | 0.4340 | 0.5660 | 71.4784 | 11274167.0410 | 2640694 | 4.2694 |
| 4.2268 | 0.6563 | 54000 | 4.2789 | 0.0184 | 0.4319 | 0.5681 | 72.2422 | 11302236.0342 | 2640694 | 4.2800 |
| 4.0751 | 0.6576 | 54100 | 4.2633 | 0.0184 | 0.4347 | 0.5653 | 71.1272 | 11261158.8350 | 2640694 | 4.2645 |
| 4.1807 | 0.6588 | 54200 | 4.2748 | 0.0184 | 0.4337 | 0.5663 | 71.9424 | 11291253.2568 | 2640694 | 4.2759 |
| 4.1175 | 0.6600 | 54300 | 4.2673 | 0.0184 | 0.4335 | 0.5665 | 71.4117 | 11271700.5762 | 2640694 | 4.2685 |
| 4.1989 | 0.6612 | 54400 | 4.2777 | 0.0184 | 0.4323 | 0.5677 | 72.1528 | 11298966.2881 | 2640694 | 4.2788 |
| 4.4071 | 0.6624 | 54500 | 4.2696 | 0.0184 | 0.4341 | 0.5659 | 71.5703 | 11277558.8096 | 2640694 | 4.2707 |
| 4.3729 | 0.6636 | 54600 | 4.2747 | 0.0184 | 0.4313 | 0.5687 | 71.9408 | 11291194.2402 | 2640694 | 4.2758 |
| 4.2093 | 0.6648 | 54700 | 4.2703 | 0.0184 | 0.4323 | 0.5677 | 71.6228 | 11279495.7988 | 2640694 | 4.2714 |
| 4.3767 | 0.6661 | 54800 | 4.2618 | 0.0184 | 0.4338 | 0.5662 | 71.0141 | 11256958.4551 | 2640694 | 4.2629 |
| 4.1669 | 0.6673 | 54900 | 4.2730 | 0.0184 | 0.4330 | 0.5670 | 71.8182 | 11286689.0391 | 2640694 | 4.2741 |
| 4.0962 | 0.6685 | 55000 | 4.2682 | 0.0184 | 0.4345 | 0.5655 | 71.4759 | 11274074.9746 | 2640694 | 4.2694 |
| 4.2676 | 0.6697 | 55100 | 4.2664 | 0.0184 | 0.4330 | 0.5670 | 71.3412 | 11269091.9043 | 2640694 | 4.2675 |
| 4.5323 | 0.6709 | 55200 | 4.2707 | 0.0184 | 0.4335 | 0.5665 | 71.6510 | 11280536.6611 | 2640694 | 4.2718 |
| 4.1133 | 0.6721 | 55300 | 4.2653 | 0.0184 | 0.4333 | 0.5667 | 71.2650 | 11266270.8633 | 2640694 | 4.2664 |
| 4.2401 | 0.6734 | 55400 | 4.2661 | 0.0184 | 0.4339 | 0.5661 | 71.3247 | 11268480.7930 | 2640694 | 4.2672 |
| 4.323 | 0.6746 | 55500 | 4.2757 | 0.0184 | 0.4324 | 0.5676 | 72.0099 | 11293727.8730 | 2640694 | 4.2768 |
| 4.0552 | 0.6758 | 55600 | 4.2666 | 0.0184 | 0.4341 | 0.5659 | 71.3557 | 11269630.8115 | 2640694 | 4.2677 |
| 4.215 | 0.6770 | 55700 | 4.2611 | 0.0184 | 0.4344 | 0.5656 | 70.9656 | 11255153.7490 | 2640694 | 4.2622 |
| 4.4892 | 0.6782 | 55800 | 4.2666 | 0.0184 | 0.4338 | 0.5662 | 71.3613 | 11269838.0977 | 2640694 | 4.2678 |
| 4.2591 | 0.6794 | 55900 | 4.2562 | 0.0184 | 0.4351 | 0.5649 | 70.6191 | 11242226.6992 | 2640694 | 4.2573 |
| 4.2485 | 0.6806 | 56000 | 4.2670 | 0.0184 | 0.4349 | 0.5651 | 71.3875 | 11270805.5078 | 2640694 | 4.2681 |
| 4.2568 | 0.6819 | 56100 | 4.2705 | 0.0184 | 0.4330 | 0.5670 | 71.6354 | 11279959.4209 | 2640694 | 4.2716 |
| 4.2425 | 0.6831 | 56200 | 4.2709 | 0.0184 | 0.4326 | 0.5674 | 71.6667 | 11281114.5791 | 2640694 | 4.2720 |
| 4.2216 | 0.6843 | 56300 | 4.2616 | 0.0184 | 0.4344 | 0.5656 | 70.9994 | 11256409.4307 | 2640694 | 4.2627 |
| 4.2657 | 0.6855 | 56400 | 4.2682 | 0.0184 | 0.4339 | 0.5661 | 71.4756 | 11274064.5195 | 2640694 | 4.2694 |
| 4.2189 | 0.6867 | 56500 | 4.2698 | 0.0184 | 0.4333 | 0.5667 | 71.5880 | 11278212.8174 | 2640694 | 4.2709 |
| 4.163 | 0.6879 | 56600 | 4.2637 | 0.0184 | 0.4339 | 0.5661 | 71.1506 | 11262027.3730 | 2640694 | 4.2648 |
| 4.4257 | 0.6892 | 56700 | 4.2739 | 0.0184 | 0.4331 | 0.5669 | 71.8795 | 11288944.1904 | 2640694 | 4.2750 |
| 4.3235 | 0.6904 | 56800 | 4.2506 | 0.0184 | 0.4364 | 0.5636 | 70.2267 | 11227513.9678 | 2640694 | 4.2517 |
| 4.1652 | 0.6916 | 56900 | 4.2709 | 0.0184 | 0.4342 | 0.5658 | 71.6634 | 11280992.6709 | 2640694 | 4.2720 |
| 4.2243 | 0.6928 | 57000 | 4.2554 | 0.0184 | 0.4352 | 0.5648 | 70.5640 | 11240167.8818 | 2640694 | 4.2565 |
| 4.3709 | 0.6940 | 57100 | 4.2687 | 0.0184 | 0.4332 | 0.5668 | 71.5069 | 11275218.8613 | 2640694 | 4.2698 |
| 4.0148 | 0.6952 | 57200 | 4.2537 | 0.0184 | 0.4337 | 0.5663 | 70.4450 | 11235708.1797 | 2640694 | 4.2548 |
| 4.1652 | 0.6964 | 57300 | 4.2594 | 0.0184 | 0.4338 | 0.5662 | 70.8433 | 11250599.1543 | 2640694 | 4.2605 |
| 4.1321 | 0.6977 | 57400 | 4.2646 | 0.0184 | 0.4336 | 0.5664 | 71.2172 | 11264500.0010 | 2640694 | 4.2657 |
| 4.172 | 0.6989 | 57500 | 4.2673 | 0.0184 | 0.4338 | 0.5662 | 71.4105 | 11271657.7764 | 2640694 | 4.2684 |
| 4.161 | 0.7001 | 57600 | 4.2562 | 0.0184 | 0.4347 | 0.5653 | 70.6182 | 11242195.8398 | 2640694 | 4.2573 |
| 4.1553 | 0.7013 | 57700 | 4.2639 | 0.0184 | 0.4343 | 0.5657 | 71.1637 | 11262515.9902 | 2640694 | 4.2650 |
| 3.9677 | 0.7025 | 57800 | 4.2600 | 0.0184 | 0.4351 | 0.5649 | 70.8848 | 11252145.1094 | 2640694 | 4.2611 |
| 4.1596 | 0.7037 | 57900 | 4.2590 | 0.0184 | 0.4346 | 0.5654 | 70.8200 | 11249731.1328 | 2640694 | 4.2601 |
| 4.1701 | 0.7050 | 58000 | 4.2805 | 0.0184 | 0.4320 | 0.5680 | 72.3611 | 11306578.0049 | 2640694 | 4.2817 |
| 4.2749 | 0.7062 | 58100 | 4.2625 | 0.0184 | 0.4350 | 0.5650 | 71.0672 | 11258929.6006 | 2640694 | 4.2636 |
| 4.2974 | 0.7074 | 58200 | 4.2643 | 0.0184 | 0.4344 | 0.5656 | 71.1943 | 11263651.4609 | 2640694 | 4.2654 |
| 4.3534 | 0.7086 | 58300 | 4.2581 | 0.0184 | 0.4347 | 0.5653 | 70.7559 | 11247337.0195 | 2640694 | 4.2592 |
| 4.1091 | 0.7098 | 58400 | 4.2704 | 0.0184 | 0.4338 | 0.5662 | 71.6284 | 11279700.6836 | 2640694 | 4.2715 |
| 4.2056 | 0.7110 | 58500 | 4.2608 | 0.0184 | 0.4349 | 0.5651 | 70.9454 | 11254400.25 | 2640694 | 4.2619 |
| 4.1566 | 0.7122 | 58600 | 4.2543 | 0.0184 | 0.4339 | 0.5661 | 70.4856 | 11237231.9648 | 2640694 | 4.2554 |
| 4.2717 | 0.7135 | 58700 | 4.2677 | 0.0184 | 0.4336 | 0.5664 | 71.4399 | 11272743.6494 | 2640694 | 4.2689 |
| 4.3769 | 0.7147 | 58800 | 4.2579 | 0.0184 | 0.4345 | 0.5655 | 70.7417 | 11246809.7529 | 2640694 | 4.2590 |
| 4.2284 | 0.7159 | 58900 | 4.2626 | 0.0184 | 0.4353 | 0.5647 | 71.0755 | 11259239.0527 | 2640694 | 4.2637 |
| 4.1281 | 0.7171 | 59000 | 4.2566 | 0.0184 | 0.4346 | 0.5654 | 70.6551 | 11243572.2822 | 2640694 | 4.2578 |
| 4.2306 | 0.7183 | 59100 | 4.2613 | 0.0184 | 0.4348 | 0.5652 | 70.9846 | 11255862.1914 | 2640694 | 4.2625 |
| 4.3756 | 0.7195 | 59200 | 4.2673 | 0.0184 | 0.4342 | 0.5658 | 71.4096 | 11271623.4902 | 2640694 | 4.2684 |
| 4.1476 | 0.7208 | 59300 | 4.2580 | 0.0184 | 0.4346 | 0.5654 | 70.7457 | 11246956.5742 | 2640694 | 4.2591 |
| 4.3234 | 0.7220 | 59400 | 4.2644 | 0.0184 | 0.4337 | 0.5663 | 71.2013 | 11263910.3564 | 2640694 | 4.2655 |
| 4.3409 | 0.7232 | 59500 | 4.2623 | 0.0184 | 0.4355 | 0.5645 | 71.0548 | 11258470.6006 | 2640694 | 4.2635 |
| 4.3287 | 0.7244 | 59600 | 4.2532 | 0.0184 | 0.4359 | 0.5641 | 70.4082 | 11234331.7383 | 2640694 | 4.2543 |
| 4.093 | 0.7256 | 59700 | 4.2542 | 0.0184 | 0.4358 | 0.5642 | 70.4832 | 11237141.9062 | 2640694 | 4.2554 |
| 3.9772 | 0.7268 | 59800 | 4.2637 | 0.0184 | 0.4326 | 0.5674 | 71.1529 | 11262113.7871 | 2640694 | 4.2648 |
| 4.1561 | 0.7280 | 59900 | 4.2584 | 0.0184 | 0.4344 | 0.5656 | 70.7783 | 11248173.3525 | 2640694 | 4.2596 |
| 4.2043 | 0.7293 | 60000 | 4.2583 | 0.0184 | 0.4347 | 0.5653 | 70.7692 | 11247835.8086 | 2640694 | 4.2594 |
| 4.2817 | 0.7305 | 60100 | 4.2603 | 0.0184 | 0.4341 | 0.5659 | 70.9144 | 11253246.7148 | 2640694 | 4.2615 |
| 4.2905 | 0.7317 | 60200 | 4.2539 | 0.0184 | 0.4355 | 0.5645 | 70.4586 | 11236220.5752 | 2640694 | 4.2550 |
| 4.2827 | 0.7329 | 60300 | 4.2567 | 0.0184 | 0.4363 | 0.5637 | 70.6562 | 11243616.9834 | 2640694 | 4.2578 |
| 3.9881 | 0.7341 | 60400 | 4.2661 | 0.0184 | 0.4340 | 0.5660 | 71.3229 | 11268414.9170 | 2640694 | 4.2672 |
| 4.151 | 0.7353 | 60500 | 4.2636 | 0.0184 | 0.4346 | 0.5654 | 71.1465 | 11261874.6562 | 2640694 | 4.2647 |
| 4.2532 | 0.7366 | 60600 | 4.2499 | 0.0184 | 0.4357 | 0.5643 | 70.1731 | 11225497.1299 | 2640694 | 4.2510 |
| 4.4332 | 0.7378 | 60700 | 4.2590 | 0.0184 | 0.4348 | 0.5652 | 70.8166 | 11249601.7158 | 2640694 | 4.2601 |
| 4.1557 | 0.7390 | 60800 | 4.2530 | 0.0184 | 0.4355 | 0.5645 | 70.3970 | 11233910.5254 | 2640694 | 4.2542 |
| 4.1991 | 0.7402 | 60900 | 4.2572 | 0.0184 | 0.4338 | 0.5662 | 70.6945 | 11245047.1211 | 2640694 | 4.2584 |
| 4.5096 | 0.7414 | 61000 | 4.2648 | 0.0184 | 0.4340 | 0.5660 | 71.2294 | 11264952.4551 | 2640694 | 4.2659 |
| 4.3394 | 0.7426 | 61100 | 4.2442 | 0.0184 | 0.4367 | 0.5633 | 69.7811 | 11210705.9072 | 2640694 | 4.2454 |
| 4.091 | 0.7438 | 61200 | 4.2606 | 0.0184 | 0.4349 | 0.5651 | 70.9326 | 11253926.9434 | 2640694 | 4.2617 |
| 4.2222 | 0.7451 | 61300 | 4.2485 | 0.0184 | 0.4370 | 0.5630 | 70.0763 | 11221854.0078 | 2640694 | 4.2496 |
| 4.3297 | 0.7463 | 61400 | 4.2511 | 0.0184 | 0.4353 | 0.5647 | 70.2626 | 11228862.1016 | 2640694 | 4.2522 |
| 4.4067 | 0.7475 | 61500 | 4.2461 | 0.0184 | 0.4373 | 0.5627 | 69.9117 | 11215643.0967 | 2640694 | 4.2472 |
| 4.3157 | 0.7487 | 61600 | 4.2693 | 0.0184 | 0.4331 | 0.5669 | 71.5517 | 11276871.3418 | 2640694 | 4.2704 |
| 4.3365 | 0.7499 | 61700 | 4.2594 | 0.0184 | 0.4334 | 0.5666 | 70.8495 | 11250829.7441 | 2640694 | 4.2606 |
| 4.2621 | 0.7511 | 61800 | 4.2566 | 0.0184 | 0.4340 | 0.5660 | 70.6503 | 11243394.7002 | 2640694 | 4.2577 |
| 4.3335 | 0.7524 | 61900 | 4.2642 | 0.0184 | 0.4338 | 0.5662 | 71.1839 | 11263265.1416 | 2640694 | 4.2653 |
| 4.1613 | 0.7536 | 62000 | 4.2605 | 0.0184 | 0.4352 | 0.5648 | 70.9245 | 11253621.9229 | 2640694 | 4.2616 |
| 4.2949 | 0.7548 | 62100 | 4.2616 | 0.0184 | 0.4332 | 0.5668 | 71.0023 | 11256518.0625 | 2640694 | 4.2627 |
| 4.1471 | 0.7560 | 62200 | 4.2537 | 0.0184 | 0.4355 | 0.5645 | 70.4454 | 11235725.5420 | 2640694 | 4.2548 |
| 4.3586 | 0.7572 | 62300 | 4.2526 | 0.0184 | 0.4370 | 0.5630 | 70.3715 | 11232954.2051 | 2640694 | 4.2538 |
| 4.5247 | 0.7584 | 62400 | 4.2503 | 0.0184 | 0.4362 | 0.5638 | 70.2065 | 11226755.3730 | 2640694 | 4.2514 |
| 4.3176 | 0.7596 | 62500 | 4.2550 | 0.0184 | 0.4345 | 0.5655 | 70.5394 | 11239246.3662 | 2640694 | 4.2562 |
| 4.4198 | 0.7609 | 62600 | 4.2532 | 0.0184 | 0.4360 | 0.5640 | 70.4120 | 11234471.2588 | 2640694 | 4.2544 |
| 4.1613 | 0.7621 | 62700 | 4.2615 | 0.0184 | 0.4338 | 0.5662 | 70.9989 | 11256391.1084 | 2640694 | 4.2627 |
| 4.1136 | 0.7633 | 62800 | 4.2554 | 0.0184 | 0.4352 | 0.5648 | 70.5612 | 11240061.4434 | 2640694 | 4.2565 |
| 4.211 | 0.7645 | 62900 | 4.2564 | 0.0184 | 0.4332 | 0.5668 | 70.6342 | 11242793.2266 | 2640694 | 4.2575 |
| 4.3947 | 0.7657 | 63000 | 4.2551 | 0.0184 | 0.4361 | 0.5639 | 70.5468 | 11239524.6982 | 2640694 | 4.2563 |
| 4.3621 | 0.7669 | 63100 | 4.2533 | 0.0184 | 0.4363 | 0.5637 | 70.4146 | 11234571.3418 | 2640694 | 4.2544 |
| 4.1064 | 0.7682 | 63200 | 4.2530 | 0.0184 | 0.4356 | 0.5644 | 70.3979 | 11233942.7373 | 2640694 | 4.2542 |
| 4.0502 | 0.7694 | 63300 | 4.2547 | 0.0184 | 0.4339 | 0.5661 | 70.5187 | 11238469.8779 | 2640694 | 4.2559 |
| 4.5458 | 0.7706 | 63400 | 4.2584 | 0.0184 | 0.4346 | 0.5654 | 70.7741 | 11248016.2354 | 2640694 | 4.2595 |
| 4.2006 | 0.7718 | 63500 | 4.2578 | 0.0184 | 0.4336 | 0.5664 | 70.7343 | 11246534.3086 | 2640694 | 4.2589 |
| 4.1429 | 0.7730 | 63600 | 4.2508 | 0.0184 | 0.4360 | 0.5640 | 70.2423 | 11228101.9492 | 2640694 | 4.2520 |
| 4.3876 | 0.7742 | 63700 | 4.2567 | 0.0184 | 0.4354 | 0.5646 | 70.6557 | 11243598.1426 | 2640694 | 4.2578 |
| 4.0594 | 0.7754 | 63800 | 4.2583 | 0.0184 | 0.4350 | 0.5650 | 70.7708 | 11247895.6104 | 2640694 | 4.2594 |
| 4.3177 | 0.7767 | 63900 | 4.2632 | 0.0184 | 0.4332 | 0.5668 | 71.1170 | 11260781.6943 | 2640694 | 4.2643 |
| 4.5769 | 0.7779 | 64000 | 4.2613 | 0.0184 | 0.4340 | 0.5660 | 70.9816 | 11255748.6777 | 2640694 | 4.2624 |
| 4.188 | 0.7791 | 64100 | 4.2639 | 0.0184 | 0.4328 | 0.5672 | 71.1640 | 11262527.4473 | 2640694 | 4.2650 |
| 4.3666 | 0.7803 | 64200 | 4.2584 | 0.0184 | 0.4351 | 0.5649 | 70.7761 | 11248093.5967 | 2640694 | 4.2595 |
| 4.2771 | 0.7815 | 64300 | 4.2449 | 0.0184 | 0.4358 | 0.5642 | 69.8274 | 11212457.8184 | 2640694 | 4.2460 |
| 4.0905 | 0.7827 | 64400 | 4.2470 | 0.0184 | 0.4356 | 0.5644 | 69.9722 | 11217926.2979 | 2640694 | 4.2481 |
| 4.2762 | 0.7840 | 64500 | 4.2545 | 0.0184 | 0.4351 | 0.5649 | 70.5037 | 11237908.6641 | 2640694 | 4.2557 |
| 4.3192 | 0.7852 | 64600 | 4.2504 | 0.0184 | 0.4368 | 0.5632 | 70.2136 | 11227021.1523 | 2640694 | 4.2515 |
| 4.1626 | 0.7864 | 64700 | 4.2609 | 0.0184 | 0.4353 | 0.5647 | 70.9552 | 11254764.8857 | 2640694 | 4.2620 |
| 4.3666 | 0.7876 | 64800 | 4.2448 | 0.0184 | 0.4370 | 0.5630 | 69.8179 | 11212098.2236 | 2640694 | 4.2459 |
| 4.1457 | 0.7888 | 64900 | 4.2618 | 0.0184 | 0.4333 | 0.5667 | 71.0179 | 11257097.9775 | 2640694 | 4.2629 |
| 4.378 | 0.7900 | 65000 | 4.2505 | 0.0184 | 0.4360 | 0.5640 | 70.2227 | 11227362.7949 | 2640694 | 4.2517 |
| 4.3249 | 0.7912 | 65100 | 4.2517 | 0.0184 | 0.4342 | 0.5658 | 70.3018 | 11230336.8398 | 2640694 | 4.2528 |
| 4.4651 | 0.7925 | 65200 | 4.2562 | 0.0184 | 0.4347 | 0.5653 | 70.6219 | 11242333.0693 | 2640694 | 4.2573 |
| 4.2117 | 0.7937 | 65300 | 4.2514 | 0.0184 | 0.4351 | 0.5649 | 70.2852 | 11229711.8760 | 2640694 | 4.2526 |
| 4.3403 | 0.7949 | 65400 | 4.2464 | 0.0184 | 0.4362 | 0.5638 | 69.9311 | 11216375.7725 | 2640694 | 4.2475 |
| 4.0627 | 0.7961 | 65500 | 4.2620 | 0.0184 | 0.4337 | 0.5663 | 71.0312 | 11257593.8613 | 2640694 | 4.2631 |
| 4.3557 | 0.7973 | 65600 | 4.2488 | 0.0184 | 0.4354 | 0.5646 | 70.1009 | 11222778.9766 | 2640694 | 4.2499 |
| 3.8734 | 0.7985 | 65700 | 4.2422 | 0.0184 | 0.4368 | 0.5632 | 69.6402 | 11205368.4834 | 2640694 | 4.2433 |
| 4.3146 | 0.7998 | 65800 | 4.2440 | 0.0184 | 0.4371 | 0.5629 | 69.7663 | 11210144.5898 | 2640694 | 4.2452 |
| 4.3351 | 0.8010 | 65900 | 4.2418 | 0.0184 | 0.4374 | 0.5626 | 69.6088 | 11204177.6104 | 2640694 | 4.2429 |
| 4.1538 | 0.8022 | 66000 | 4.2453 | 0.0184 | 0.4360 | 0.5640 | 69.8558 | 11213531.3115 | 2640694 | 4.2464 |
| 4.3459 | 0.8034 | 66100 | 4.2486 | 0.0184 | 0.4362 | 0.5638 | 70.0874 | 11222270.3125 | 2640694 | 4.2497 |
| 4.3272 | 0.8046 | 66200 | 4.2548 | 0.0184 | 0.4349 | 0.5651 | 70.5210 | 11238555.6104 | 2640694 | 4.2559 |
| 4.0666 | 0.8058 | 66300 | 4.2455 | 0.0184 | 0.4368 | 0.5632 | 69.8681 | 11213994.8379 | 2640694 | 4.2466 |
| 4.1343 | 0.8070 | 66400 | 4.2463 | 0.0184 | 0.4358 | 0.5642 | 69.9267 | 11216210.8584 | 2640694 | 4.2474 |
| 4.2786 | 0.8083 | 66500 | 4.2562 | 0.0184 | 0.4354 | 0.5646 | 70.6199 | 11242258.4795 | 2640694 | 4.2573 |
| 4.1014 | 0.8095 | 66600 | 4.2466 | 0.0184 | 0.4358 | 0.5642 | 69.9411 | 11216753.5391 | 2640694 | 4.2477 |
| 4.0565 | 0.8107 | 66700 | 4.2561 | 0.0184 | 0.4348 | 0.5652 | 70.6117 | 11241952.4990 | 2640694 | 4.2572 |
| 4.3212 | 0.8119 | 66800 | 4.2583 | 0.0184 | 0.4348 | 0.5652 | 70.7729 | 11247974.6826 | 2640694 | 4.2595 |
| 3.9773 | 0.8131 | 66900 | 4.2484 | 0.0184 | 0.4364 | 0.5636 | 70.0734 | 11221744.6562 | 2640694 | 4.2495 |
| 4.0867 | 0.8143 | 67000 | 4.2510 | 0.0184 | 0.4351 | 0.5649 | 70.2523 | 11228477.5303 | 2640694 | 4.2521 |
| 4.2404 | 0.8156 | 67100 | 4.2462 | 0.0184 | 0.4365 | 0.5635 | 69.9140 | 11215730.2051 | 2640694 | 4.2473 |
| 4.1585 | 0.8168 | 67200 | 4.2619 | 0.0184 | 0.4343 | 0.5657 | 71.0250 | 11257362.4775 | 2640694 | 4.2630 |
| 4.5539 | 0.8180 | 67300 | 4.2523 | 0.0184 | 0.4350 | 0.5650 | 70.3430 | 11231882.4668 | 2640694 | 4.2534 |
| 4.2562 | 0.8192 | 67400 | 4.2470 | 0.0184 | 0.4350 | 0.5650 | 69.9758 | 11218063.9814 | 2640694 | 4.2481 |
| 4.2564 | 0.8204 | 67500 | 4.2481 | 0.0184 | 0.4361 | 0.5639 | 70.0538 | 11221003.5635 | 2640694 | 4.2493 |
| 4.1555 | 0.8216 | 67600 | 4.2602 | 0.0184 | 0.4343 | 0.5657 | 70.9058 | 11252926.4775 | 2640694 | 4.2614 |
| 4.3307 | 0.8229 | 67700 | 4.2677 | 0.0184 | 0.4346 | 0.5654 | 71.4423 | 11272831.6396 | 2640694 | 4.2689 |
| 4.1465 | 0.8241 | 67800 | 4.2419 | 0.0184 | 0.4363 | 0.5637 | 69.6142 | 11204383.3857 | 2640694 | 4.2430 |
| 4.0271 | 0.8253 | 67900 | 4.2383 | 0.0184 | 0.4362 | 0.5638 | 69.3693 | 11195074.5352 | 2640694 | 4.2394 |
| 4.3365 | 0.8265 | 68000 | 4.2455 | 0.0184 | 0.4371 | 0.5629 | 69.8661 | 11213919.4648 | 2640694 | 4.2466 |
| 4.2204 | 0.8277 | 68100 | 4.2509 | 0.0184 | 0.4361 | 0.5639 | 70.2502 | 11228397.5908 | 2640694 | 4.2521 |
| 4.349 | 0.8289 | 68200 | 4.2462 | 0.0184 | 0.4362 | 0.5638 | 69.9166 | 11215827.1836 | 2640694 | 4.2473 |
| 4.1459 | 0.8301 | 68300 | 4.2438 | 0.0184 | 0.4369 | 0.5631 | 69.7464 | 11209391.7383 | 2640694 | 4.2449 |
| 4.2869 | 0.8314 | 68400 | 4.2502 | 0.0184 | 0.4350 | 0.5650 | 70.2012 | 11226556.6768 | 2640694 | 4.2514 |
| 4.2812 | 0.8326 | 68500 | 4.2465 | 0.0184 | 0.4354 | 0.5646 | 69.9367 | 11216588.6885 | 2640694 | 4.2476 |
| 4.2176 | 0.8338 | 68600 | 4.2364 | 0.0184 | 0.4368 | 0.5632 | 69.2361 | 11189998.5439 | 2640694 | 4.2375 |
| 4.387 | 0.8350 | 68700 | 4.2447 | 0.0184 | 0.4369 | 0.5631 | 69.8115 | 11211855.7695 | 2640694 | 4.2458 |
| 4.3973 | 0.8362 | 68800 | 4.2468 | 0.0184 | 0.4366 | 0.5634 | 69.9593 | 11217439.6953 | 2640694 | 4.2479 |
| 4.5219 | 0.8374 | 68900 | 4.2414 | 0.0184 | 0.4365 | 0.5635 | 69.5817 | 11203147.4365 | 2640694 | 4.2425 |
| 4.2402 | 0.8387 | 69000 | 4.2537 | 0.0184 | 0.4345 | 0.5655 | 70.4425 | 11235615.0703 | 2640694 | 4.2548 |
| 4.1333 | 0.8399 | 69100 | 4.2608 | 0.0184 | 0.4327 | 0.5673 | 70.9467 | 11254449.2275 | 2640694 | 4.2619 |
| 3.9381 | 0.8411 | 69200 | 4.2442 | 0.0184 | 0.4360 | 0.5640 | 69.7755 | 11210492.5059 | 2640694 | 4.2453 |
| 4.3018 | 0.8423 | 69300 | 4.2497 | 0.0184 | 0.4365 | 0.5635 | 70.1617 | 11225067.8496 | 2640694 | 4.2508 |
| 4.4257 | 0.8435 | 69400 | 4.2506 | 0.0184 | 0.4348 | 0.5652 | 70.2242 | 11227419.9189 | 2640694 | 4.2517 |
| 4.2083 | 0.8447 | 69500 | 4.2535 | 0.0184 | 0.4347 | 0.5653 | 70.4325 | 11235241.0205 | 2640694 | 4.2547 |
| 4.2411 | 0.8459 | 69600 | 4.2462 | 0.0184 | 0.4359 | 0.5641 | 69.9143 | 11215740.1523 | 2640694 | 4.2473 |
| 4.4545 | 0.8472 | 69700 | 4.2446 | 0.0184 | 0.4369 | 0.5631 | 69.8033 | 11211544.7354 | 2640694 | 4.2457 |
| 4.2461 | 0.8484 | 69800 | 4.2454 | 0.0184 | 0.4360 | 0.5640 | 69.8649 | 11213874.2832 | 2640694 | 4.2466 |
| 4.2911 | 0.8496 | 69900 | 4.2533 | 0.0184 | 0.4360 | 0.5640 | 70.4132 | 11234516.7041 | 2640694 | 4.2544 |
| 4.2215 | 0.8508 | 70000 | 4.2552 | 0.0184 | 0.4354 | 0.5646 | 70.5508 | 11239672.3613 | 2640694 | 4.2563 |
| 4.0859 | 0.8520 | 70100 | 4.2462 | 0.0184 | 0.4361 | 0.5639 | 69.9189 | 11215912.8936 | 2640694 | 4.2473 |
| 4.4295 | 0.8532 | 70200 | 4.2483 | 0.0184 | 0.4369 | 0.5631 | 70.0665 | 11221484.7480 | 2640694 | 4.2494 |
| 4.3328 | 0.8545 | 70300 | 4.2424 | 0.0184 | 0.4374 | 0.5626 | 69.6528 | 11205844.3711 | 2640694 | 4.2435 |
| 4.0483 | 0.8557 | 70400 | 4.2420 | 0.0184 | 0.4373 | 0.5627 | 69.6234 | 11204729.4062 | 2640694 | 4.2431 |
| 4.3824 | 0.8569 | 70500 | 4.2408 | 0.0184 | 0.4368 | 0.5632 | 69.5381 | 11201491.6172 | 2640694 | 4.2419 |
| 4.3513 | 0.8581 | 70600 | 4.2395 | 0.0184 | 0.4372 | 0.5628 | 69.4473 | 11198043.5127 | 2640694 | 4.2406 |
| 4.1159 | 0.8593 | 70700 | 4.2365 | 0.0184 | 0.4374 | 0.5626 | 69.2444 | 11190318.1416 | 2640694 | 4.2376 |
| 4.3407 | 0.8605 | 70800 | 4.2463 | 0.0184 | 0.4342 | 0.5658 | 69.9196 | 11215942.1494 | 2640694 | 4.2473 |
| 4.3331 | 0.8617 | 70900 | 4.2386 | 0.0184 | 0.4375 | 0.5625 | 69.3871 | 11195754.4805 | 2640694 | 4.2397 |
| 4.1382 | 0.8630 | 71000 | 4.2531 | 0.0184 | 0.4342 | 0.5658 | 70.4034 | 11234148.6289 | 2640694 | 4.2542 |
| 4.2189 | 0.8642 | 71100 | 4.2423 | 0.0184 | 0.4377 | 0.5623 | 69.6471 | 11205630.9414 | 2640694 | 4.2434 |
| 4.5488 | 0.8654 | 71200 | 4.2363 | 0.0184 | 0.4366 | 0.5634 | 69.2293 | 11189741.6348 | 2640694 | 4.2374 |
| 4.2371 | 0.8666 | 71300 | 4.2383 | 0.0184 | 0.4375 | 0.5625 | 69.3677 | 11195013.0645 | 2640694 | 4.2394 |
| 3.9667 | 0.8678 | 71400 | 4.2375 | 0.0184 | 0.4367 | 0.5633 | 69.3152 | 11193015.5918 | 2640694 | 4.2387 |
| 4.0719 | 0.8690 | 71500 | 4.2408 | 0.0184 | 0.4358 | 0.5642 | 69.5381 | 11201493.6592 | 2640694 | 4.2419 |
| 4.1665 | 0.8703 | 71600 | 4.2487 | 0.0184 | 0.4354 | 0.5646 | 70.0953 | 11222568.125 | 2640694 | 4.2499 |
| 4.3495 | 0.8715 | 71700 | 4.2506 | 0.0184 | 0.4354 | 0.5646 | 70.2256 | 11227473.1406 | 2640694 | 4.2517 |
| 4.4018 | 0.8727 | 71800 | 4.2343 | 0.0184 | 0.4375 | 0.5625 | 69.0869 | 11184302.6348 | 2640694 | 4.2354 |
| 4.2478 | 0.8739 | 71900 | 4.2427 | 0.0184 | 0.4364 | 0.5636 | 69.6735 | 11206630.0527 | 2640694 | 4.2438 |
| 3.9307 | 0.8751 | 72000 | 4.2334 | 0.0184 | 0.4373 | 0.5627 | 69.0280 | 11182051.5625 | 2640694 | 4.2345 |
| 4.4275 | 0.8763 | 72100 | 4.2434 | 0.0184 | 0.4379 | 0.5621 | 69.7207 | 11208419.1475 | 2640694 | 4.2445 |
| 4.4108 | 0.8775 | 72200 | 4.2366 | 0.0184 | 0.4375 | 0.5625 | 69.2494 | 11190506.2256 | 2640694 | 4.2377 |
| 4.2376 | 0.8788 | 72300 | 4.2388 | 0.0184 | 0.4370 | 0.5630 | 69.4043 | 11196406.4121 | 2640694 | 4.2399 |
| 4.1131 | 0.8800 | 72400 | 4.2390 | 0.0184 | 0.4366 | 0.5634 | 69.4190 | 11196965.5430 | 2640694 | 4.2402 |
| 4.3047 | 0.8812 | 72500 | 4.2388 | 0.0184 | 0.4381 | 0.5619 | 69.4051 | 11196438.8867 | 2640694 | 4.2400 |
| 4.1754 | 0.8824 | 72600 | 4.2428 | 0.0184 | 0.4357 | 0.5643 | 69.6747 | 11206675.3125 | 2640694 | 4.2438 |
| 4.3586 | 0.8836 | 72700 | 4.2381 | 0.0184 | 0.4372 | 0.5628 | 69.3527 | 11194445.2998 | 2640694 | 4.2392 |
| 4.1742 | 0.8848 | 72800 | 4.2583 | 0.0184 | 0.4354 | 0.5646 | 70.7706 | 11247886.3164 | 2640694 | 4.2594 |
| 4.4051 | 0.8861 | 72900 | 4.2552 | 0.0184 | 0.4347 | 0.5653 | 70.5529 | 11239752.4268 | 2640694 | 4.2564 |
| 4.3038 | 0.8873 | 73000 | 4.2531 | 0.0184 | 0.4358 | 0.5642 | 70.4012 | 11234065.875 | 2640694 | 4.2542 |
| 4.3897 | 0.8885 | 73100 | 4.2605 | 0.0184 | 0.4336 | 0.5664 | 70.9233 | 11253578.7363 | 2640694 | 4.2616 |
| 4.0383 | 0.8897 | 73200 | 4.2456 | 0.0184 | 0.4355 | 0.5645 | 69.8775 | 11214352.0596 | 2640694 | 4.2467 |
| 4.3894 | 0.8909 | 73300 | 4.2337 | 0.0184 | 0.4382 | 0.5618 | 69.0486 | 11182838.7363 | 2640694 | 4.2348 |
| 4.1932 | 0.8921 | 73400 | 4.2350 | 0.0184 | 0.4382 | 0.5618 | 69.1389 | 11186288.4902 | 2640694 | 4.2361 |
| 4.3586 | 0.8933 | 73500 | 4.2419 | 0.0184 | 0.4371 | 0.5629 | 69.6171 | 11204490.4873 | 2640694 | 4.2430 |
| 4.1837 | 0.8946 | 73600 | 4.2373 | 0.0184 | 0.4378 | 0.5622 | 69.2980 | 11192359.3672 | 2640694 | 4.2384 |
| 4.437 | 0.8958 | 73700 | 4.2505 | 0.0184 | 0.4360 | 0.5640 | 70.2195 | 11227242.1855 | 2640694 | 4.2516 |
| 4.2796 | 0.8970 | 73800 | 4.2411 | 0.0184 | 0.4360 | 0.5640 | 69.5615 | 11202382.5713 | 2640694 | 4.2422 |
| 4.1823 | 0.8982 | 73900 | 4.2424 | 0.0184 | 0.4365 | 0.5635 | 69.6541 | 11205893.4863 | 2640694 | 4.2435 |
| 4.348 | 0.8994 | 74000 | 4.2395 | 0.0184 | 0.4365 | 0.5635 | 69.4489 | 11198104.4863 | 2640694 | 4.2406 |
| 4.4634 | 0.9006 | 74100 | 4.2377 | 0.0184 | 0.4360 | 0.5640 | 69.3275 | 11193484.9014 | 2640694 | 4.2388 |
| 4.2072 | 0.9019 | 74200 | 4.2413 | 0.0184 | 0.4375 | 0.5625 | 69.5768 | 11202960.9180 | 2640694 | 4.2424 |
| 4.2757 | 0.9031 | 74300 | 4.2426 | 0.0184 | 0.4351 | 0.5649 | 69.6701 | 11206501.5674 | 2640694 | 4.2438 |
| 4.3739 | 0.9043 | 74400 | 4.2343 | 0.0184 | 0.4371 | 0.5629 | 69.0915 | 11184479.9971 | 2640694 | 4.2354 |
| 4.116 | 0.9055 | 74500 | 4.2397 | 0.0184 | 0.4369 | 0.5631 | 69.4683 | 11198842.5723 | 2640694 | 4.2409 |
| 4.4031 | 0.9067 | 74600 | 4.2365 | 0.0184 | 0.4373 | 0.5627 | 69.2435 | 11190280.9688 | 2640694 | 4.2376 |
| 4.0359 | 0.9079 | 74700 | 4.2339 | 0.0184 | 0.4371 | 0.5629 | 69.0630 | 11183389.7959 | 2640694 | 4.2350 |
| 4.2683 | 0.9091 | 74800 | 4.2362 | 0.0184 | 0.4379 | 0.5621 | 69.2232 | 11189506.1318 | 2640694 | 4.2373 |
| 4.111 | 0.9104 | 74900 | 4.2447 | 0.0184 | 0.4364 | 0.5636 | 69.8169 | 11212058.0674 | 2640694 | 4.2459 |
| 4.3581 | 0.9116 | 75000 | 4.2383 | 0.0184 | 0.4373 | 0.5627 | 69.3654 | 11194925.4824 | 2640694 | 4.2394 |
| 4.128 | 0.9128 | 75100 | 4.2357 | 0.0184 | 0.4370 | 0.5630 | 69.1869 | 11188123.7754 | 2640694 | 4.2368 |
| 4.1631 | 0.9140 | 75200 | 4.2338 | 0.0184 | 0.4382 | 0.5618 | 69.0565 | 11183140.7031 | 2640694 | 4.2349 |
| 4.036 | 0.9152 | 75300 | 4.2441 | 0.0184 | 0.4368 | 0.5632 | 69.7753 | 11210485.3965 | 2640694 | 4.2453 |
| 4.0904 | 0.9164 | 75400 | 4.2342 | 0.0184 | 0.4376 | 0.5624 | 69.0802 | 11184048.2510 | 2640694 | 4.2353 |
| 4.3518 | 0.9177 | 75500 | 4.2346 | 0.0184 | 0.4364 | 0.5636 | 69.1062 | 11185040.9102 | 2640694 | 4.2356 |
| 4.2105 | 0.9189 | 75600 | 4.2392 | 0.0184 | 0.4359 | 0.5641 | 69.4258 | 11197226.1709 | 2640694 | 4.2403 |
| 4.4227 | 0.9201 | 75700 | 4.2405 | 0.0184 | 0.4358 | 0.5642 | 69.5158 | 11200648.1309 | 2640694 | 4.2416 |
| 4.108 | 0.9213 | 75800 | 4.2432 | 0.0184 | 0.4368 | 0.5632 | 69.7072 | 11207907.8447 | 2640694 | 4.2443 |
| 4.2285 | 0.9225 | 75900 | 4.2427 | 0.0184 | 0.4370 | 0.5630 | 69.6712 | 11206541.2686 | 2640694 | 4.2438 |
| 4.2697 | 0.9237 | 76000 | 4.2362 | 0.0184 | 0.4365 | 0.5635 | 69.2174 | 11189285.8066 | 2640694 | 4.2373 |
| 4.4615 | 0.9249 | 76100 | 4.2469 | 0.0184 | 0.4355 | 0.5645 | 69.9642 | 11217625.9707 | 2640694 | 4.2480 |
| 4.3193 | 0.9262 | 76200 | 4.2483 | 0.0184 | 0.4365 | 0.5635 | 70.0645 | 11221407.9541 | 2640694 | 4.2494 |
| 4.3333 | 0.9274 | 76300 | 4.2330 | 0.0184 | 0.4371 | 0.5629 | 68.9972 | 11180874.1865 | 2640694 | 4.2341 |
| 4.4201 | 0.9286 | 76400 | 4.2374 | 0.0184 | 0.4372 | 0.5628 | 69.3024 | 11192528.8369 | 2640694 | 4.2385 |
| 4.2232 | 0.9298 | 76500 | 4.2318 | 0.0184 | 0.4386 | 0.5614 | 68.9162 | 11177769.4697 | 2640694 | 4.2329 |
| 4.2989 | 0.9310 | 76600 | 4.2381 | 0.0184 | 0.4368 | 0.5632 | 69.3515 | 11194397.5781 | 2640694 | 4.2392 |
| 4.4627 | 0.9322 | 76700 | 4.2397 | 0.0184 | 0.4362 | 0.5638 | 69.4630 | 11198640.2959 | 2640694 | 4.2408 |
| 4.3264 | 0.9335 | 76800 | 4.2259 | 0.0184 | 0.4387 | 0.5613 | 68.5143 | 11162326.9189 | 2640694 | 4.2270 |
| 4.3773 | 0.9347 | 76900 | 4.2449 | 0.0184 | 0.4344 | 0.5656 | 69.8245 | 11212348.7734 | 2640694 | 4.2460 |
| 4.3894 | 0.9359 | 77000 | 4.2392 | 0.0184 | 0.4373 | 0.5627 | 69.4282 | 11197315.6904 | 2640694 | 4.2403 |
| 4.2716 | 0.9371 | 77100 | 4.2313 | 0.0184 | 0.4375 | 0.5625 | 68.8826 | 11176480.9561 | 2640694 | 4.2324 |
| 4.1616 | 0.9383 | 77200 | 4.2338 | 0.0184 | 0.4384 | 0.5616 | 69.0533 | 11183020.5391 | 2640694 | 4.2349 |
| 4.147 | 0.9395 | 77300 | 4.2414 | 0.0184 | 0.4371 | 0.5629 | 69.5814 | 11203135.8662 | 2640694 | 4.2425 |
| 4.0969 | 0.9407 | 77400 | 4.2404 | 0.0184 | 0.4366 | 0.5634 | 69.5110 | 11200464.8535 | 2640694 | 4.2415 |
| 4.3193 | 0.9420 | 77500 | 4.2303 | 0.0184 | 0.4386 | 0.5614 | 68.8167 | 11173955.9854 | 2640694 | 4.2314 |
| 4.0715 | 0.9432 | 77600 | 4.2414 | 0.0184 | 0.4366 | 0.5634 | 69.5856 | 11203295.3047 | 2640694 | 4.2426 |
| 4.308 | 0.9444 | 77700 | 4.2393 | 0.0184 | 0.4376 | 0.5624 | 69.4382 | 11197696.2832 | 2640694 | 4.2404 |
| 4.331 | 0.9456 | 77800 | 4.2352 | 0.0184 | 0.4380 | 0.5620 | 69.1518 | 11186781.8154 | 2640694 | 4.2363 |
| 4.0752 | 0.9468 | 77900 | 4.2437 | 0.0184 | 0.4354 | 0.5646 | 69.7391 | 11209113.7197 | 2640694 | 4.2448 |
| 4.037 | 0.9480 | 78000 | 4.2373 | 0.0184 | 0.4367 | 0.5633 | 69.3006 | 11192457.6836 | 2640694 | 4.2385 |
| 4.2504 | 0.9493 | 78100 | 4.2303 | 0.0184 | 0.4377 | 0.5623 | 68.8141 | 11173854.9609 | 2640694 | 4.2314 |
| 4.1518 | 0.9505 | 78200 | 4.2329 | 0.0184 | 0.4374 | 0.5626 | 68.9970 | 11180866.3613 | 2640694 | 4.2341 |
| 4.1388 | 0.9517 | 78300 | 4.2325 | 0.0184 | 0.4364 | 0.5636 | 68.9679 | 11179749.3623 | 2640694 | 4.2336 |
| 4.0185 | 0.9529 | 78400 | 4.2419 | 0.0184 | 0.4350 | 0.5650 | 69.6182 | 11204532.6318 | 2640694 | 4.2430 |
| 4.3792 | 0.9541 | 78500 | 4.2376 | 0.0184 | 0.4357 | 0.5643 | 69.3171 | 11193089.4365 | 2640694 | 4.2387 |
| 4.1441 | 0.9553 | 78600 | 4.2323 | 0.0184 | 0.4381 | 0.5619 | 68.9480 | 11178989.7949 | 2640694 | 4.2334 |
| 4.1333 | 0.9565 | 78700 | 4.2425 | 0.0184 | 0.4355 | 0.5645 | 69.6602 | 11206125.0059 | 2640694 | 4.2436 |
| 4.38 | 0.9578 | 78800 | 4.2301 | 0.0184 | 0.4380 | 0.5620 | 68.8031 | 11173431.6289 | 2640694 | 4.2312 |
| 4.2929 | 0.9590 | 78900 | 4.2360 | 0.0184 | 0.4373 | 0.5627 | 69.2105 | 11189025.0947 | 2640694 | 4.2372 |
| 4.2915 | 0.9602 | 79000 | 4.2387 | 0.0184 | 0.4365 | 0.5635 | 69.3969 | 11196125.6533 | 2640694 | 4.2398 |
| 4.4701 | 0.9614 | 79100 | 4.2354 | 0.0184 | 0.4371 | 0.5629 | 69.1628 | 11187204.4912 | 2640694 | 4.2365 |
| 4.113 | 0.9626 | 79200 | 4.2331 | 0.0184 | 0.4373 | 0.5627 | 69.0097 | 11181350.0615 | 2640694 | 4.2342 |
| 4.2655 | 0.9638 | 79300 | 4.2392 | 0.0184 | 0.4360 | 0.5640 | 69.4334 | 11197515.3242 | 2640694 | 4.2404 |
| 4.1314 | 0.9651 | 79400 | 4.2223 | 0.0184 | 0.4370 | 0.5630 | 68.2671 | 11152780.3896 | 2640694 | 4.2234 |
| 4.2777 | 0.9663 | 79500 | 4.2428 | 0.0184 | 0.4368 | 0.5632 | 69.6809 | 11206910.0410 | 2640694 | 4.2439 |
| 4.123 | 0.9675 | 79600 | 4.2295 | 0.0184 | 0.4381 | 0.5619 | 68.7606 | 11171801.4570 | 2640694 | 4.2306 |
| 4.166 | 0.9687 | 79700 | 4.2403 | 0.0184 | 0.4365 | 0.5635 | 69.5071 | 11200314.3887 | 2640694 | 4.2414 |
| 4.0302 | 0.9699 | 79800 | 4.2263 | 0.0184 | 0.4381 | 0.5619 | 68.5363 | 11163173.4629 | 2640694 | 4.2274 |
| 4.0597 | 0.9711 | 79900 | 4.2320 | 0.0184 | 0.4382 | 0.5618 | 68.9326 | 11178399.7695 | 2640694 | 4.2331 |
| 4.4052 | 0.9723 | 80000 | 4.2392 | 0.0184 | 0.4372 | 0.5628 | 69.4299 | 11197381.4697 | 2640694 | 4.2403 |
| 4.2428 | 0.9736 | 80100 | 4.2388 | 0.0184 | 0.4368 | 0.5632 | 69.3991 | 11196210.0918 | 2640694 | 4.2399 |
| 4.2248 | 0.9748 | 80200 | 4.2330 | 0.0184 | 0.4370 | 0.5630 | 68.9993 | 11180951.0537 | 2640694 | 4.2341 |
| 4.2514 | 0.9760 | 80300 | 4.2338 | 0.0184 | 0.4383 | 0.5617 | 69.0577 | 11183188.2363 | 2640694 | 4.2349 |
| 3.964 | 0.9772 | 80400 | 4.2276 | 0.0184 | 0.4391 | 0.5609 | 68.6281 | 11166708.8633 | 2640694 | 4.2287 |
| 4.0606 | 0.9784 | 80500 | 4.2333 | 0.0184 | 0.4375 | 0.5625 | 69.0205 | 11181763.9785 | 2640694 | 4.2344 |
| 4.1163 | 0.9796 | 80600 | 4.2326 | 0.0184 | 0.4375 | 0.5625 | 68.9753 | 11180033.7900 | 2640694 | 4.2337 |
| 4.1507 | 0.9809 | 80700 | 4.2208 | 0.0184 | 0.4390 | 0.5610 | 68.1608 | 11148666.0488 | 2640694 | 4.2219 |
| 4.2496 | 0.9821 | 80800 | 4.2370 | 0.0184 | 0.4370 | 0.5630 | 69.2768 | 11191550.4609 | 2640694 | 4.2381 |
| 4.0875 | 0.9833 | 80900 | 4.2288 | 0.0184 | 0.4378 | 0.5622 | 68.7103 | 11169870.0078 | 2640694 | 4.2299 |
| 3.9709 | 0.9845 | 81000 | 4.2327 | 0.0184 | 0.4371 | 0.5629 | 68.9818 | 11180282.5889 | 2640694 | 4.2338 |
| 4.3818 | 0.9857 | 81100 | 4.2342 | 0.0184 | 0.4365 | 0.5635 | 69.0834 | 11184168.9541 | 2640694 | 4.2353 |
| 4.0926 | 0.9869 | 81200 | 4.2303 | 0.0184 | 0.4377 | 0.5623 | 68.8157 | 11173916.2744 | 2640694 | 4.2314 |
| 4.2529 | 0.9881 | 81300 | 4.2335 | 0.0184 | 0.4366 | 0.5634 | 69.0359 | 11182351.9814 | 2640694 | 4.2346 |
| 4.4323 | 0.9894 | 81400 | 4.2252 | 0.0184 | 0.4378 | 0.5622 | 68.4653 | 11160437.6426 | 2640694 | 4.2263 |
| 4.1174 | 0.9906 | 81500 | 4.2288 | 0.0184 | 0.4371 | 0.5629 | 68.7081 | 11169783.8867 | 2640694 | 4.2299 |
| 4.1733 | 0.9918 | 81600 | 4.2386 | 0.0184 | 0.4374 | 0.5626 | 69.3865 | 11195728.9551 | 2640694 | 4.2397 |
| 4.491 | 0.9930 | 81700 | 4.2282 | 0.0184 | 0.4366 | 0.5634 | 68.6679 | 11168239.7510 | 2640694 | 4.2293 |
| 4.4327 | 0.9942 | 81800 | 4.2320 | 0.0184 | 0.4370 | 0.5630 | 68.9307 | 11178324.6279 | 2640694 | 4.2331 |
| 4.2591 | 0.9954 | 81900 | 4.2271 | 0.0184 | 0.4385 | 0.5615 | 68.5920 | 11165318.1465 | 2640694 | 4.2282 |
| 4.428 | 0.9967 | 82000 | 4.2332 | 0.0184 | 0.4382 | 0.5618 | 69.0160 | 11181590.6729 | 2640694 | 4.2343 |
| 4.3593 | 0.9979 | 82100 | 4.2261 | 0.0184 | 0.4390 | 0.5610 | 68.5261 | 11162782.0195 | 2640694 | 4.2272 |
| 4.3056 | 0.9991 | 82200 | 4.2290 | 0.0184 | 0.4382 | 0.5618 | 68.7253 | 11170446.4492 | 2640694 | 4.2301 |
| 4.0553 | 1.0003 | 82300 | 4.2380 | 0.0184 | 0.4365 | 0.5635 | 69.3468 | 11194220.5957 | 2640694 | 4.2391 |
| 4.2045 | 1.0015 | 82400 | 4.2314 | 0.0184 | 0.4382 | 0.5618 | 68.8895 | 11176749.0088 | 2640694 | 4.2325 |
| 4.0218 | 1.0027 | 82500 | 4.2381 | 0.0184 | 0.4372 | 0.5628 | 69.3480 | 11194265.7012 | 2640694 | 4.2391 |
| 4.3113 | 1.0040 | 82600 | 4.2415 | 0.0184 | 0.4373 | 0.5627 | 69.5895 | 11203444.8623 | 2640694 | 4.2426 |
| 4.2392 | 1.0052 | 82700 | 4.2423 | 0.0184 | 0.4371 | 0.5629 | 69.6415 | 11205416.6924 | 2640694 | 4.2434 |
| 3.9207 | 1.0064 | 82800 | 4.2316 | 0.0184 | 0.4360 | 0.5640 | 68.9009 | 11177183.1328 | 2640694 | 4.2327 |
| 3.7792 | 1.0076 | 82900 | 4.2337 | 0.0184 | 0.4374 | 0.5626 | 69.0455 | 11182719.2598 | 2640694 | 4.2348 |
| 4.1049 | 1.0088 | 83000 | 4.2272 | 0.0184 | 0.4379 | 0.5621 | 68.6054 | 11165832.7881 | 2640694 | 4.2284 |
| 4.2673 | 1.0100 | 83100 | 4.2274 | 0.0184 | 0.4370 | 0.5630 | 68.6167 | 11166269.5049 | 2640694 | 4.2285 |
| 4.1757 | 1.0112 | 83200 | 4.2376 | 0.0184 | 0.4358 | 0.5642 | 69.3159 | 11193040.0566 | 2640694 | 4.2387 |
| 4.2532 | 1.0125 | 83300 | 4.2308 | 0.0184 | 0.4374 | 0.5626 | 68.8481 | 11175161.1865 | 2640694 | 4.2319 |
| 4.415 | 1.0137 | 83400 | 4.2257 | 0.0184 | 0.4389 | 0.5611 | 68.4967 | 11161648.2578 | 2640694 | 4.2268 |
| 4.4824 | 1.0149 | 83500 | 4.2351 | 0.0184 | 0.4365 | 0.5635 | 69.1447 | 11186513.4072 | 2640694 | 4.2362 |
| 3.9114 | 1.0161 | 83600 | 4.2262 | 0.0184 | 0.4370 | 0.5630 | 68.5356 | 11163146.6650 | 2640694 | 4.2274 |
| 4.0115 | 1.0173 | 83700 | 4.2277 | 0.0184 | 0.4371 | 0.5629 | 68.6380 | 11167089.6270 | 2640694 | 4.2288 |
| 4.0401 | 1.0185 | 83800 | 4.2286 | 0.0184 | 0.4388 | 0.5612 | 68.6956 | 11169304.0439 | 2640694 | 4.2297 |
| 4.3711 | 1.0198 | 83900 | 4.2318 | 0.0184 | 0.4362 | 0.5638 | 68.9149 | 11177720.3174 | 2640694 | 4.2329 |
| 4.0662 | 1.0210 | 84000 | 4.2525 | 0.0184 | 0.4337 | 0.5663 | 70.3570 | 11232409.5635 | 2640694 | 4.2536 |
| 4.3439 | 1.0222 | 84100 | 4.2486 | 0.0184 | 0.4353 | 0.5647 | 70.0865 | 11222236.9492 | 2640694 | 4.2497 |
| 3.8885 | 1.0234 | 84200 | 4.2261 | 0.0184 | 0.4386 | 0.5614 | 68.5280 | 11162852.0811 | 2640694 | 4.2272 |
| 4.4855 | 1.0246 | 84300 | 4.2384 | 0.0184 | 0.4363 | 0.5637 | 69.3719 | 11195175.1631 | 2640694 | 4.2395 |
| 4.2376 | 1.0258 | 84400 | 4.2292 | 0.0184 | 0.4396 | 0.5604 | 68.7404 | 11171026.9453 | 2640694 | 4.2303 |
| 3.8985 | 1.0270 | 84500 | 4.2263 | 0.0184 | 0.4382 | 0.5618 | 68.5380 | 11163240.4287 | 2640694 | 4.2274 |
| 4.3367 | 1.0283 | 84600 | 4.2365 | 0.0184 | 0.4367 | 0.5633 | 69.2393 | 11190123.1025 | 2640694 | 4.2376 |
| 4.1555 | 1.0295 | 84700 | 4.2287 | 0.0184 | 0.4370 | 0.5630 | 68.7073 | 11169754.0566 | 2640694 | 4.2299 |
| 4.1388 | 1.0307 | 84800 | 4.2368 | 0.0184 | 0.4364 | 0.5636 | 69.2638 | 11191058.1221 | 2640694 | 4.2379 |
| 4.0571 | 1.0319 | 84900 | 4.2262 | 0.0184 | 0.4368 | 0.5632 | 68.5321 | 11163011.4805 | 2640694 | 4.2273 |
| 4.1953 | 1.0331 | 85000 | 4.2238 | 0.0184 | 0.4382 | 0.5618 | 68.3701 | 11156762.7139 | 2640694 | 4.2249 |
| 4.104 | 1.0343 | 85100 | 4.2267 | 0.0184 | 0.4379 | 0.5621 | 68.5696 | 11164457.8516 | 2640694 | 4.2278 |
| 4.0735 | 1.0356 | 85200 | 4.2317 | 0.0184 | 0.4376 | 0.5624 | 68.9129 | 11177644.1133 | 2640694 | 4.2328 |
| 4.1155 | 1.0368 | 85300 | 4.2369 | 0.0184 | 0.4367 | 0.5633 | 69.2649 | 11191099.4395 | 2640694 | 4.2379 |
| 4.2262 | 1.0380 | 85400 | 4.2255 | 0.0184 | 0.4392 | 0.5608 | 68.4877 | 11161300.0518 | 2640694 | 4.2267 |
| 4.4779 | 1.0392 | 85500 | 4.2401 | 0.0184 | 0.4368 | 0.5632 | 69.4883 | 11199603.2676 | 2640694 | 4.2412 |
| 4.3358 | 1.0404 | 85600 | 4.2226 | 0.0184 | 0.4379 | 0.5621 | 68.2886 | 11153613.7510 | 2640694 | 4.2237 |
| 4.151 | 1.0416 | 85700 | 4.2374 | 0.0184 | 0.4382 | 0.5618 | 69.3091 | 11192784.2139 | 2640694 | 4.2386 |
| 4.1243 | 1.0428 | 85800 | 4.2269 | 0.0184 | 0.4380 | 0.5620 | 68.5807 | 11164882.3594 | 2640694 | 4.2280 |
| 4.1257 | 1.0441 | 85900 | 4.2256 | 0.0184 | 0.4383 | 0.5617 | 68.4913 | 11161438.4463 | 2640694 | 4.2267 |
| 4.12 | 1.0453 | 86000 | 4.2348 | 0.0184 | 0.4373 | 0.5627 | 69.1292 | 11185919.0303 | 2640694 | 4.2360 |
| 4.2881 | 1.0465 | 86100 | 4.2363 | 0.0184 | 0.4364 | 0.5636 | 69.2272 | 11189661.7051 | 2640694 | 4.2374 |
| 4.2706 | 1.0477 | 86200 | 4.2309 | 0.0184 | 0.4369 | 0.5631 | 68.8549 | 11175420.1396 | 2640694 | 4.2320 |
| 4.3286 | 1.0489 | 86300 | 4.2307 | 0.0184 | 0.4372 | 0.5628 | 68.8385 | 11174791.9521 | 2640694 | 4.2318 |
| 4.1154 | 1.0501 | 86400 | 4.2348 | 0.0184 | 0.4381 | 0.5619 | 69.1266 | 11185819.4131 | 2640694 | 4.2359 |
| 4.3258 | 1.0514 | 86500 | 4.2329 | 0.0184 | 0.4367 | 0.5633 | 68.9977 | 11180892.5293 | 2640694 | 4.2341 |
| 4.2067 | 1.0526 | 86600 | 4.2362 | 0.0184 | 0.4360 | 0.5640 | 69.2218 | 11189454.7305 | 2640694 | 4.2373 |
| 4.3095 | 1.0538 | 86700 | 4.2187 | 0.0184 | 0.4388 | 0.5612 | 68.0172 | 11143096.9248 | 2640694 | 4.2198 |
| 4.3553 | 1.0550 | 86800 | 4.2275 | 0.0184 | 0.4368 | 0.5632 | 68.6248 | 11166580.9062 | 2640694 | 4.2287 |
| 3.9683 | 1.0562 | 86900 | 4.2206 | 0.0184 | 0.4403 | 0.5597 | 68.1492 | 11148215.8848 | 2640694 | 4.2217 |
| 4.4073 | 1.0574 | 87000 | 4.2284 | 0.0184 | 0.4383 | 0.5617 | 68.6863 | 11168947.8174 | 2640694 | 4.2296 |
| 4.3057 | 1.0586 | 87100 | 4.2555 | 0.0184 | 0.4338 | 0.5662 | 70.5713 | 11240441.2803 | 2640694 | 4.2566 |
| 4.1886 | 1.0599 | 87200 | 4.2274 | 0.0184 | 0.4380 | 0.5620 | 68.6167 | 11166270.4678 | 2640694 | 4.2285 |
| 4.1742 | 1.0611 | 87300 | 4.2186 | 0.0184 | 0.4395 | 0.5605 | 68.0136 | 11142956.2061 | 2640694 | 4.2197 |
| 4.1027 | 1.0623 | 87400 | 4.2263 | 0.0184 | 0.4390 | 0.5610 | 68.5376 | 11163222.9248 | 2640694 | 4.2274 |
| 4.0439 | 1.0635 | 87500 | 4.2196 | 0.0184 | 0.4389 | 0.5611 | 68.0807 | 11145559.9014 | 2640694 | 4.2207 |
| 4.3 | 1.0647 | 87600 | 4.2240 | 0.0184 | 0.4385 | 0.5615 | 68.3819 | 11157219.1406 | 2640694 | 4.2251 |
| 4.1002 | 1.0659 | 87700 | 4.2233 | 0.0184 | 0.4388 | 0.5612 | 68.3304 | 11155227.4238 | 2640694 | 4.2244 |
| 4.1608 | 1.0672 | 87800 | 4.2347 | 0.0184 | 0.4377 | 0.5623 | 69.1202 | 11185576.2314 | 2640694 | 4.2358 |
| 4.3381 | 1.0684 | 87900 | 4.2236 | 0.0184 | 0.4384 | 0.5616 | 68.3573 | 11156268.6123 | 2640694 | 4.2247 |
| 4.5341 | 1.0696 | 88000 | 4.2299 | 0.0184 | 0.4371 | 0.5629 | 68.7837 | 11172690.3906 | 2640694 | 4.2310 |
| 4.2023 | 1.0708 | 88100 | 4.2169 | 0.0184 | 0.4396 | 0.5604 | 67.9020 | 11138621.5674 | 2640694 | 4.2181 |
| 4.1025 | 1.0720 | 88200 | 4.2353 | 0.0184 | 0.4369 | 0.5631 | 69.1631 | 11187214.4844 | 2640694 | 4.2365 |
| 4.1557 | 1.0732 | 88300 | 4.2257 | 0.0184 | 0.4385 | 0.5615 | 68.4967 | 11161648.9570 | 2640694 | 4.2268 |
| 4.3598 | 1.0744 | 88400 | 4.2235 | 0.0184 | 0.4379 | 0.5621 | 68.3489 | 11155943.6318 | 2640694 | 4.2246 |
| 4.6107 | 1.0757 | 88500 | 4.2224 | 0.0184 | 0.4388 | 0.5612 | 68.2754 | 11153101.5684 | 2640694 | 4.2235 |
| 4.1232 | 1.0769 | 88600 | 4.2248 | 0.0184 | 0.4372 | 0.5628 | 68.4396 | 11159445.6885 | 2640694 | 4.2260 |
| 4.1235 | 1.0781 | 88700 | 4.2392 | 0.0184 | 0.4380 | 0.5620 | 69.4307 | 11197411.8193 | 2640694 | 4.2403 |
| 4.1858 | 1.0793 | 88800 | 4.2170 | 0.0184 | 0.4389 | 0.5611 | 67.9040 | 11138699.4863 | 2640694 | 4.2181 |
| 4.1219 | 1.0805 | 88900 | 4.2211 | 0.0184 | 0.4390 | 0.5610 | 68.1819 | 11149484.5459 | 2640694 | 4.2222 |
| 4.2061 | 1.0817 | 89000 | 4.2247 | 0.0184 | 0.4387 | 0.5613 | 68.4279 | 11158994.7109 | 2640694 | 4.2258 |
| 3.9909 | 1.0830 | 89100 | 4.2219 | 0.0184 | 0.4396 | 0.5604 | 68.2417 | 11151796.8389 | 2640694 | 4.2231 |
| 3.972 | 1.0842 | 89200 | 4.2157 | 0.0184 | 0.4395 | 0.5605 | 67.8189 | 11135386.4248 | 2640694 | 4.2168 |
| 4.0387 | 1.0854 | 89300 | 4.2223 | 0.0184 | 0.4389 | 0.5611 | 68.2674 | 11152793.2646 | 2640694 | 4.2234 |
| 4.3188 | 1.0866 | 89400 | 4.2240 | 0.0184 | 0.4381 | 0.5619 | 68.3802 | 11157153.0654 | 2640694 | 4.2251 |
| 4.1494 | 1.0878 | 89500 | 4.2205 | 0.0184 | 0.4396 | 0.5604 | 68.1465 | 11148113.4639 | 2640694 | 4.2217 |
| 4.1928 | 1.0890 | 89600 | 4.2203 | 0.0184 | 0.4381 | 0.5619 | 68.1320 | 11147548.1699 | 2640694 | 4.2214 |
| 4.2638 | 1.0902 | 89700 | 4.2342 | 0.0184 | 0.4380 | 0.5620 | 69.0811 | 11184081.2754 | 2640694 | 4.2353 |
| 4.2116 | 1.0915 | 89800 | 4.2254 | 0.0184 | 0.4376 | 0.5624 | 68.4789 | 11160961.7871 | 2640694 | 4.2265 |
| 4.1628 | 1.0927 | 89900 | 4.2216 | 0.0184 | 0.4387 | 0.5613 | 68.2179 | 11150877.2100 | 2640694 | 4.2227 |
| 4.4178 | 1.0939 | 90000 | 4.2249 | 0.0184 | 0.4383 | 0.5617 | 68.4481 | 11159774.3359 | 2640694 | 4.2261 |
| 4.3199 | 1.0951 | 90100 | 4.2280 | 0.0184 | 0.4379 | 0.5621 | 68.6581 | 11167861.7725 | 2640694 | 4.2291 |
| 4.2402 | 1.0963 | 90200 | 4.2315 | 0.0184 | 0.4366 | 0.5634 | 68.8921 | 11176845.2803 | 2640694 | 4.2325 |
| 4.0272 | 1.0975 | 90300 | 4.2263 | 0.0184 | 0.4389 | 0.5611 | 68.5412 | 11163360.3867 | 2640694 | 4.2274 |
| 4.6218 | 1.0988 | 90400 | 4.2295 | 0.0184 | 0.4378 | 0.5622 | 68.7633 | 11171905.5947 | 2640694 | 4.2307 |
| 3.9807 | 1.1000 | 90500 | 4.2199 | 0.0184 | 0.4397 | 0.5603 | 68.1030 | 11146424.3652 | 2640694 | 4.2210 |
| 3.9824 | 1.1012 | 90600 | 4.2256 | 0.0184 | 0.4377 | 0.5623 | 68.4932 | 11161511.0498 | 2640694 | 4.2267 |
| 4.2166 | 1.1024 | 90700 | 4.2304 | 0.0184 | 0.4368 | 0.5632 | 68.8207 | 11174108.9053 | 2640694 | 4.2315 |
| 4.3441 | 1.1036 | 90800 | 4.2205 | 0.0184 | 0.4388 | 0.5612 | 68.1473 | 11148143.8887 | 2640694 | 4.2217 |
| 4.3829 | 1.1048 | 90900 | 4.2132 | 0.0184 | 0.4407 | 0.5593 | 67.6481 | 11128729.5166 | 2640694 | 4.2143 |
| 4.0892 | 1.1060 | 91000 | 4.2217 | 0.0184 | 0.4396 | 0.5604 | 68.2257 | 11151179.75 | 2640694 | 4.2228 |
| 4.2757 | 1.1073 | 91100 | 4.2255 | 0.0184 | 0.4385 | 0.5615 | 68.4869 | 11161270.9102 | 2640694 | 4.2266 |
| 4.4141 | 1.1085 | 91200 | 4.2408 | 0.0184 | 0.4369 | 0.5631 | 69.5413 | 11201615.5352 | 2640694 | 4.2419 |
| 4.4293 | 1.1097 | 91300 | 4.2187 | 0.0184 | 0.4388 | 0.5612 | 68.0240 | 11143359.4902 | 2640694 | 4.2199 |
| 4.0622 | 1.1109 | 91400 | 4.2266 | 0.0184 | 0.4387 | 0.5613 | 68.5617 | 11164153.8838 | 2640694 | 4.2277 |
| 4.4958 | 1.1121 | 91500 | 4.2243 | 0.0184 | 0.4381 | 0.5619 | 68.4001 | 11157921.8037 | 2640694 | 4.2254 |
| 4.017 | 1.1133 | 91600 | 4.2215 | 0.0184 | 0.4378 | 0.5622 | 68.2113 | 11150620.2588 | 2640694 | 4.2226 |
| 4.3359 | 1.1146 | 91700 | 4.2150 | 0.0184 | 0.4391 | 0.5609 | 67.7703 | 11133492.1025 | 2640694 | 4.2161 |
| 3.9737 | 1.1158 | 91800 | 4.2245 | 0.0184 | 0.4381 | 0.5619 | 68.4206 | 11158713.6758 | 2640694 | 4.2257 |
| 3.8599 | 1.1170 | 91900 | 4.2212 | 0.0184 | 0.4379 | 0.5621 | 68.1926 | 11149898.1191 | 2640694 | 4.2223 |
| 4.2452 | 1.1182 | 92000 | 4.2260 | 0.0184 | 0.4384 | 0.5616 | 68.5198 | 11162538.0293 | 2640694 | 4.2271 |
| 4.0662 | 1.1194 | 92100 | 4.2255 | 0.0184 | 0.4377 | 0.5623 | 68.4825 | 11161101.2568 | 2640694 | 4.2266 |
| 4.0098 | 1.1206 | 92200 | 4.2313 | 0.0184 | 0.4375 | 0.5625 | 68.8823 | 11176470.9541 | 2640694 | 4.2324 |
| 4.1934 | 1.1218 | 92300 | 4.2190 | 0.0184 | 0.4397 | 0.5603 | 68.0429 | 11144092.5625 | 2640694 | 4.2201 |
| 4.2916 | 1.1231 | 92400 | 4.2224 | 0.0184 | 0.4389 | 0.5611 | 68.2739 | 11153043.5947 | 2640694 | 4.2235 |
| 4.2926 | 1.1243 | 92500 | 4.2181 | 0.0184 | 0.4391 | 0.5609 | 67.9800 | 11141653.2480 | 2640694 | 4.2192 |
| 4.0114 | 1.1255 | 92600 | 4.2179 | 0.0184 | 0.4385 | 0.5615 | 67.9634 | 11141008.0498 | 2640694 | 4.2190 |
| 4.3574 | 1.1267 | 92700 | 4.2261 | 0.0184 | 0.4386 | 0.5614 | 68.5282 | 11162860.9238 | 2640694 | 4.2272 |
| 4.4382 | 1.1279 | 92800 | 4.2178 | 0.0184 | 0.4379 | 0.5621 | 67.9577 | 11140787.0859 | 2640694 | 4.2189 |
| 4.2454 | 1.1291 | 92900 | 4.2164 | 0.0184 | 0.4403 | 0.5597 | 67.8672 | 11137265.5059 | 2640694 | 4.2176 |
| 4.0775 | 1.1304 | 93000 | 4.2173 | 0.0184 | 0.4398 | 0.5602 | 67.9245 | 11139494.0820 | 2640694 | 4.2184 |
| 4.0807 | 1.1316 | 93100 | 4.2112 | 0.0184 | 0.4404 | 0.5596 | 67.5097 | 11123321.4688 | 2640694 | 4.2123 |
| 4.0598 | 1.1328 | 93200 | 4.2222 | 0.0184 | 0.4387 | 0.5613 | 68.2587 | 11152454.7539 | 2640694 | 4.2233 |
| 4.1887 | 1.1340 | 93300 | 4.2324 | 0.0184 | 0.4367 | 0.5633 | 68.9542 | 11179227.5078 | 2640694 | 4.2334 |
| 4.2856 | 1.1352 | 93400 | 4.2069 | 0.0184 | 0.4414 | 0.5586 | 67.2259 | 11112194.1084 | 2640694 | 4.2081 |
| 4.2878 | 1.1364 | 93500 | 4.2268 | 0.0184 | 0.4384 | 0.5616 | 68.5728 | 11164577.9082 | 2640694 | 4.2279 |
| 4.2848 | 1.1376 | 93600 | 4.2200 | 0.0184 | 0.4391 | 0.5609 | 68.1129 | 11146808.0176 | 2640694 | 4.2212 |
| 4.3666 | 1.1389 | 93700 | 4.2311 | 0.0184 | 0.4371 | 0.5629 | 68.8683 | 11175935.0518 | 2640694 | 4.2322 |
| 3.8513 | 1.1401 | 93800 | 4.2163 | 0.0184 | 0.4394 | 0.5606 | 67.8554 | 11136807.6807 | 2640694 | 4.2174 |
| 4.1841 | 1.1413 | 93900 | 4.2247 | 0.0184 | 0.4394 | 0.5606 | 68.4334 | 11159206.0176 | 2640694 | 4.2259 |
| 4.1309 | 1.1425 | 94000 | 4.2243 | 0.0184 | 0.4381 | 0.5619 | 68.3984 | 11157856.2451 | 2640694 | 4.2253 |
| 4.3741 | 1.1437 | 94100 | 4.2230 | 0.0184 | 0.4384 | 0.5616 | 68.3167 | 11154700.5566 | 2640694 | 4.2242 |
| 4.0842 | 1.1449 | 94200 | 4.2141 | 0.0184 | 0.4395 | 0.5605 | 67.7122 | 11131229.6514 | 2640694 | 4.2153 |
| 4.2005 | 1.1462 | 94300 | 4.2173 | 0.0184 | 0.4391 | 0.5609 | 67.9253 | 11139524.3506 | 2640694 | 4.2184 |
| 4.0232 | 1.1474 | 94400 | 4.2138 | 0.0184 | 0.4389 | 0.5611 | 67.6901 | 11130366.7734 | 2640694 | 4.2149 |
| 4.1331 | 1.1486 | 94500 | 4.2298 | 0.0184 | 0.4377 | 0.5623 | 68.7762 | 11172401.4814 | 2640694 | 4.2309 |
| 4.3321 | 1.1498 | 94600 | 4.2241 | 0.0184 | 0.4367 | 0.5633 | 68.3873 | 11157427.6133 | 2640694 | 4.2252 |
| 4.0998 | 1.1510 | 94700 | 4.2292 | 0.0184 | 0.4367 | 0.5633 | 68.7375 | 11170913.4883 | 2640694 | 4.2303 |
| 4.2942 | 1.1522 | 94800 | 4.2112 | 0.0184 | 0.4396 | 0.5604 | 67.5096 | 11123314.4189 | 2640694 | 4.2123 |
| 4.1427 | 1.1534 | 94900 | 4.2104 | 0.0184 | 0.4403 | 0.5597 | 67.4609 | 11121410.1816 | 2640694 | 4.2115 |
| 4.0721 | 1.1547 | 95000 | 4.2157 | 0.0184 | 0.4387 | 0.5613 | 67.8196 | 11135414.7695 | 2640694 | 4.2169 |
| 4.2357 | 1.1559 | 95100 | 4.2244 | 0.0184 | 0.4380 | 0.5620 | 68.4100 | 11158302.5312 | 2640694 | 4.2255 |
| 4.0422 | 1.1571 | 95200 | 4.2152 | 0.0184 | 0.4392 | 0.5608 | 67.7830 | 11133988.1562 | 2640694 | 4.2163 |
| 4.1418 | 1.1583 | 95300 | 4.2200 | 0.0184 | 0.4390 | 0.5610 | 68.1095 | 11146678.8232 | 2640694 | 4.2211 |
| 4.0369 | 1.1595 | 95400 | 4.2272 | 0.0184 | 0.4383 | 0.5617 | 68.6017 | 11165692.4893 | 2640694 | 4.2283 |
| 4.2191 | 1.1607 | 95500 | 4.2230 | 0.0184 | 0.4390 | 0.5610 | 68.3170 | 11154711.2207 | 2640694 | 4.2242 |
| 4.4325 | 1.1620 | 95600 | 4.2481 | 0.0184 | 0.4356 | 0.5644 | 70.0493 | 11220835.9033 | 2640694 | 4.2492 |
| 4.2835 | 1.1632 | 95700 | 4.2169 | 0.0184 | 0.4375 | 0.5625 | 67.8950 | 11138347.0244 | 2640694 | 4.2180 |
| 4.1391 | 1.1644 | 95800 | 4.2259 | 0.0184 | 0.4389 | 0.5611 | 68.5135 | 11162295.6895 | 2640694 | 4.2270 |
| 4.1559 | 1.1656 | 95900 | 4.2214 | 0.0184 | 0.4374 | 0.5626 | 68.2077 | 11150480.6348 | 2640694 | 4.2226 |
| 4.0565 | 1.1668 | 96000 | 4.2344 | 0.0184 | 0.4361 | 0.5639 | 69.0966 | 11184674.5 | 2640694 | 4.2355 |
| 4.1191 | 1.1680 | 96100 | 4.2200 | 0.0184 | 0.4385 | 0.5615 | 68.1117 | 11146764.4150 | 2640694 | 4.2211 |
| 4.3543 | 1.1692 | 96200 | 4.2152 | 0.0184 | 0.4392 | 0.5608 | 67.7849 | 11134062.8291 | 2640694 | 4.2163 |
| 4.2904 | 1.1705 | 96300 | 4.2080 | 0.0184 | 0.4416 | 0.5584 | 67.2922 | 11114796.3457 | 2640694 | 4.2090 |
| 4.2944 | 1.1717 | 96400 | 4.2123 | 0.0184 | 0.4398 | 0.5602 | 67.5854 | 11126279.6738 | 2640694 | 4.2134 |
| 4.1461 | 1.1729 | 96500 | 4.2257 | 0.0184 | 0.4390 | 0.5610 | 68.4994 | 11161750.6895 | 2640694 | 4.2268 |
| 4.151 | 1.1741 | 96600 | 4.2276 | 0.0184 | 0.4384 | 0.5616 | 68.6257 | 11166616.0566 | 2640694 | 4.2287 |
| 4.4779 | 1.1753 | 96700 | 4.2190 | 0.0184 | 0.4395 | 0.5605 | 68.0417 | 11144047.3047 | 2640694 | 4.2201 |
| 4.2663 | 1.1765 | 96800 | 4.2138 | 0.0184 | 0.4399 | 0.5601 | 67.6873 | 11130255.6338 | 2640694 | 4.2149 |
| 4.2895 | 1.1778 | 96900 | 4.2137 | 0.0184 | 0.4401 | 0.5599 | 67.6850 | 11130167.0391 | 2640694 | 4.2149 |
| 4.1466 | 1.1790 | 97000 | 4.2084 | 0.0184 | 0.4403 | 0.5597 | 67.3195 | 11115869.5635 | 2640694 | 4.2095 |
| 4.4359 | 1.1802 | 97100 | 4.2171 | 0.0184 | 0.4386 | 0.5614 | 67.9131 | 11139052.9854 | 2640694 | 4.2182 |
| 3.9997 | 1.1814 | 97200 | 4.2272 | 0.0184 | 0.4380 | 0.5620 | 68.5994 | 11165601.9678 | 2640694 | 4.2283 |
| 3.9778 | 1.1826 | 97300 | 4.2111 | 0.0184 | 0.4393 | 0.5607 | 67.5084 | 11123268.6338 | 2640694 | 4.2123 |
| 4.1795 | 1.1838 | 97400 | 4.2104 | 0.0184 | 0.4414 | 0.5586 | 67.4597 | 11121362.5488 | 2640694 | 4.2115 |
| 4.0606 | 1.1851 | 97500 | 4.2286 | 0.0184 | 0.4369 | 0.5631 | 68.6953 | 11169292.5068 | 2640694 | 4.2297 |
| 4.002 | 1.1863 | 97600 | 4.2173 | 0.0184 | 0.4389 | 0.5611 | 67.9242 | 11139485.3223 | 2640694 | 4.2184 |
| 4.3426 | 1.1875 | 97700 | 4.2156 | 0.0184 | 0.4406 | 0.5594 | 67.8093 | 11135011.3135 | 2640694 | 4.2167 |
| 4.2204 | 1.1887 | 97800 | 4.2182 | 0.0184 | 0.4404 | 0.5596 | 67.9896 | 11142023.8623 | 2640694 | 4.2194 |
| 4.0966 | 1.1899 | 97900 | 4.2191 | 0.0184 | 0.4379 | 0.5621 | 68.0490 | 11144329.0928 | 2640694 | 4.2202 |
| 4.2381 | 1.1911 | 98000 | 4.2246 | 0.0184 | 0.4395 | 0.5605 | 68.4222 | 11158774.6445 | 2640694 | 4.2257 |
| 4.2588 | 1.1923 | 98100 | 4.2170 | 0.0184 | 0.4385 | 0.5615 | 67.9079 | 11138847.8086 | 2640694 | 4.2182 |
| 4.1768 | 1.1936 | 98200 | 4.2194 | 0.0184 | 0.4393 | 0.5607 | 68.0644 | 11144930.0645 | 2640694 | 4.2205 |
| 4.3074 | 1.1948 | 98300 | 4.2137 | 0.0184 | 0.4394 | 0.5606 | 67.6833 | 11130100.8652 | 2640694 | 4.2148 |
| 3.9833 | 1.1960 | 98400 | 4.2190 | 0.0184 | 0.4387 | 0.5613 | 68.0387 | 11143929.5547 | 2640694 | 4.2201 |
| 4.4776 | 1.1972 | 98500 | 4.2127 | 0.0184 | 0.4398 | 0.5602 | 67.6154 | 11127451.5889 | 2640694 | 4.2138 |
| 4.5303 | 1.1984 | 98600 | 4.2215 | 0.0184 | 0.4378 | 0.5622 | 68.2148 | 11150756.9404 | 2640694 | 4.2227 |
| 4.0777 | 1.1996 | 98700 | 4.2187 | 0.0184 | 0.4393 | 0.5607 | 68.0178 | 11143118.4932 | 2640694 | 4.2198 |
| 4.4816 | 1.2009 | 98800 | 4.2271 | 0.0184 | 0.4378 | 0.5622 | 68.5935 | 11165374.8828 | 2640694 | 4.2282 |
| 4.1521 | 1.2021 | 98900 | 4.2158 | 0.0184 | 0.4386 | 0.5614 | 67.8225 | 11135525.3984 | 2640694 | 4.2169 |
| 4.3255 | 1.2033 | 99000 | 4.2109 | 0.0184 | 0.4399 | 0.5601 | 67.4943 | 11122716.6270 | 2640694 | 4.2120 |
| 4.3447 | 1.2045 | 99100 | 4.2067 | 0.0184 | 0.4401 | 0.5599 | 67.2119 | 11111643.5127 | 2640694 | 4.2078 |
| 4.4521 | 1.2057 | 99200 | 4.2152 | 0.0184 | 0.4401 | 0.5599 | 67.7808 | 11133903.6113 | 2640694 | 4.2163 |
| 4.1313 | 1.2069 | 99300 | 4.2186 | 0.0184 | 0.4388 | 0.5612 | 68.0158 | 11143042.8984 | 2640694 | 4.2197 |
| 4.0436 | 1.2081 | 99400 | 4.2139 | 0.0184 | 0.4392 | 0.5608 | 67.6956 | 11130580.0273 | 2640694 | 4.2150 |
| 4.3469 | 1.2094 | 99500 | 4.2123 | 0.0184 | 0.4390 | 0.5610 | 67.5860 | 11126301.7344 | 2640694 | 4.2134 |
| 4.2077 | 1.2106 | 99600 | 4.2229 | 0.0184 | 0.4382 | 0.5618 | 68.3084 | 11154378.3818 | 2640694 | 4.2240 |
| 4.3585 | 1.2118 | 99700 | 4.2183 | 0.0184 | 0.4391 | 0.5609 | 67.9908 | 11142071.2432 | 2640694 | 4.2194 |
| 4.0745 | 1.2130 | 99800 | 4.2138 | 0.0184 | 0.4396 | 0.5604 | 67.6883 | 11130294.8135 | 2640694 | 4.2149 |
| 4.3323 | 1.2142 | 99900 | 4.2133 | 0.0184 | 0.4403 | 0.5597 | 67.6508 | 11128833.3115 | 2640694 | 4.2144 |
| 4.3286 | 1.2154 | 100000 | 4.2104 | 0.0184 | 0.4407 | 0.5593 | 67.4576 | 11121279.1768 | 2640694 | 4.2115 |
| 4.3059 | 1.2167 | 100100 | 4.2128 | 0.0184 | 0.4396 | 0.5604 | 67.6199 | 11127625.9990 | 2640694 | 4.2139 |
| 3.8372 | 1.2179 | 100200 | 4.2169 | 0.0184 | 0.4393 | 0.5607 | 67.8991 | 11138508.0801 | 2640694 | 4.2180 |
| 3.8839 | 1.2191 | 100300 | 4.2218 | 0.0184 | 0.4376 | 0.5624 | 68.2312 | 11151392.1104 | 2640694 | 4.2229 |
| 4.2209 | 1.2203 | 100400 | 4.2125 | 0.0184 | 0.4396 | 0.5604 | 67.5970 | 11126732.6348 | 2640694 | 4.2136 |
| 4.1574 | 1.2215 | 100500 | 4.2270 | 0.0184 | 0.4380 | 0.5620 | 68.5891 | 11165205.9375 | 2640694 | 4.2281 |
| 4.1555 | 1.2227 | 100600 | 4.2129 | 0.0184 | 0.4394 | 0.5606 | 67.6263 | 11127876.6621 | 2640694 | 4.2140 |
| 4.1806 | 1.2239 | 100700 | 4.2226 | 0.0184 | 0.4389 | 0.5611 | 68.2875 | 11153571.6445 | 2640694 | 4.2237 |
| 4.2725 | 1.2252 | 100800 | 4.2220 | 0.0184 | 0.4383 | 0.5617 | 68.2425 | 11151827.7695 | 2640694 | 4.2231 |
| 4.341 | 1.2264 | 100900 | 4.2107 | 0.0184 | 0.4401 | 0.5599 | 67.4746 | 11121945.0215 | 2640694 | 4.2118 |
| 4.191 | 1.2276 | 101000 | 4.2164 | 0.0184 | 0.4389 | 0.5611 | 67.8643 | 11137154.8340 | 2640694 | 4.2175 |
| 4.313 | 1.2288 | 101100 | 4.2116 | 0.0184 | 0.4405 | 0.5595 | 67.5406 | 11124528.1523 | 2640694 | 4.2127 |
| 4.3046 | 1.2300 | 101200 | 4.2221 | 0.0184 | 0.4392 | 0.5608 | 68.2519 | 11152193.2578 | 2640694 | 4.2232 |
| 4.1479 | 1.2312 | 101300 | 4.2109 | 0.0184 | 0.4404 | 0.5596 | 67.4928 | 11122656.4375 | 2640694 | 4.2120 |
| 4.1549 | 1.2325 | 101400 | 4.2174 | 0.0184 | 0.4372 | 0.5628 | 67.9342 | 11139871.4404 | 2640694 | 4.2185 |
| 3.8063 | 1.2337 | 101500 | 4.2067 | 0.0184 | 0.4409 | 0.5591 | 67.2089 | 11111525.9961 | 2640694 | 4.2078 |
| 4.059 | 1.2349 | 101600 | 4.2072 | 0.0184 | 0.4400 | 0.5600 | 67.2441 | 11112911.3066 | 2640694 | 4.2083 |
| 4.1985 | 1.2361 | 101700 | 4.2104 | 0.0184 | 0.4406 | 0.5594 | 67.4599 | 11121371.7139 | 2640694 | 4.2115 |
| 4.4844 | 1.2373 | 101800 | 4.2221 | 0.0184 | 0.4380 | 0.5620 | 68.2529 | 11152232.7021 | 2640694 | 4.2232 |
| 4.3853 | 1.2385 | 101900 | 4.2197 | 0.0184 | 0.4386 | 0.5614 | 68.0859 | 11145761.0684 | 2640694 | 4.2208 |
| 4.1092 | 1.2397 | 102000 | 4.2075 | 0.0184 | 0.4402 | 0.5598 | 67.2659 | 11113764.6377 | 2640694 | 4.2087 |
| 4.0031 | 1.2410 | 102100 | 4.2072 | 0.0184 | 0.4413 | 0.5587 | 67.2421 | 11112832.8213 | 2640694 | 4.2083 |
| 4.2077 | 1.2422 | 102200 | 4.2172 | 0.0184 | 0.4393 | 0.5607 | 67.9211 | 11139362.6807 | 2640694 | 4.2183 |
| 4.2017 | 1.2434 | 102300 | 4.2050 | 0.0184 | 0.4401 | 0.5599 | 67.0950 | 11107049.2344 | 2640694 | 4.2061 |
| 3.919 | 1.2446 | 102400 | 4.2176 | 0.0184 | 0.4384 | 0.5616 | 67.9469 | 11140366.8506 | 2640694 | 4.2187 |
| 4.1075 | 1.2458 | 102500 | 4.2187 | 0.0184 | 0.4395 | 0.5605 | 68.0225 | 11143301.6914 | 2640694 | 4.2198 |
| 4.1389 | 1.2470 | 102600 | 4.2081 | 0.0184 | 0.4405 | 0.5595 | 67.3038 | 11115251.7363 | 2640694 | 4.2092 |
| 4.1812 | 1.2483 | 102700 | 4.2126 | 0.0184 | 0.4403 | 0.5597 | 67.6081 | 11127166.6084 | 2640694 | 4.2137 |
| 4.1584 | 1.2495 | 102800 | 4.2064 | 0.0184 | 0.4401 | 0.5599 | 67.1873 | 11110678.3896 | 2640694 | 4.2075 |
| 4.0561 | 1.2507 | 102900 | 4.2139 | 0.0184 | 0.4393 | 0.5607 | 67.6964 | 11130613.2510 | 2640694 | 4.2150 |
| 4.3618 | 1.2519 | 103000 | 4.2096 | 0.0184 | 0.4396 | 0.5604 | 67.4071 | 11119304.7891 | 2640694 | 4.2108 |
| 4.0754 | 1.2531 | 103100 | 4.2270 | 0.0184 | 0.4379 | 0.5621 | 68.5895 | 11165223.7842 | 2640694 | 4.2281 |
| 4.3607 | 1.2543 | 103200 | 4.2131 | 0.0184 | 0.4402 | 0.5598 | 67.6437 | 11128555.4150 | 2640694 | 4.2143 |
| 4.1404 | 1.2555 | 103300 | 4.1995 | 0.0184 | 0.4415 | 0.5585 | 66.7297 | 11092633.3389 | 2640694 | 4.2007 |
| 4.34 | 1.2568 | 103400 | 4.2120 | 0.0184 | 0.4397 | 0.5603 | 67.5673 | 11125571.6484 | 2640694 | 4.2131 |
| 4.3969 | 1.2580 | 103500 | 4.2156 | 0.0184 | 0.4393 | 0.5607 | 67.8126 | 11135142.3398 | 2640694 | 4.2167 |
| 3.774 | 1.2592 | 103600 | 4.2343 | 0.0184 | 0.4376 | 0.5624 | 69.0947 | 11184602.6133 | 2640694 | 4.2355 |
| 4.302 | 1.2604 | 103700 | 4.2066 | 0.0184 | 0.4405 | 0.5595 | 67.2026 | 11111279.2764 | 2640694 | 4.2077 |
| 4.2645 | 1.2616 | 103800 | 4.2139 | 0.0184 | 0.4397 | 0.5603 | 67.6916 | 11130424.7197 | 2640694 | 4.2150 |
| 4.0008 | 1.2628 | 103900 | 4.2081 | 0.0184 | 0.4405 | 0.5595 | 67.3007 | 11115132.5928 | 2640694 | 4.2092 |
| 4.1717 | 1.2641 | 104000 | 4.2065 | 0.0184 | 0.4402 | 0.5598 | 67.1981 | 11111101.5107 | 2640694 | 4.2076 |
| 4.0869 | 1.2653 | 104100 | 4.2047 | 0.0184 | 0.4406 | 0.5594 | 67.0716 | 11106128.0625 | 2640694 | 4.2058 |
| 4.1778 | 1.2665 | 104200 | 4.2103 | 0.0184 | 0.4403 | 0.5597 | 67.4481 | 11120908.3916 | 2640694 | 4.2114 |
| 4.106 | 1.2677 | 104300 | 4.2083 | 0.0184 | 0.4412 | 0.5588 | 67.3156 | 11115714.8008 | 2640694 | 4.2094 |
| 4.2906 | 1.2689 | 104400 | 4.2178 | 0.0184 | 0.4380 | 0.5620 | 67.9546 | 11140666.4404 | 2640694 | 4.2188 |
| 4.1826 | 1.2701 | 104500 | 4.2112 | 0.0184 | 0.4403 | 0.5597 | 67.5117 | 11123399.0 | 2640694 | 4.2123 |
| 3.8746 | 1.2713 | 104600 | 4.2130 | 0.0184 | 0.4414 | 0.5586 | 67.6334 | 11128155.5312 | 2640694 | 4.2141 |
| 4.1023 | 1.2726 | 104700 | 4.2138 | 0.0184 | 0.4394 | 0.5606 | 67.6879 | 11130280.7881 | 2640694 | 4.2149 |
| 4.3319 | 1.2738 | 104800 | 4.2210 | 0.0184 | 0.4384 | 0.5616 | 68.1729 | 11149135.9521 | 2640694 | 4.2220 |
| 4.4539 | 1.2750 | 104900 | 4.2072 | 0.0184 | 0.4418 | 0.5582 | 67.2409 | 11112784.2061 | 2640694 | 4.2083 |
| 4.3198 | 1.2762 | 105000 | 4.2115 | 0.0184 | 0.4399 | 0.5601 | 67.5363 | 11124360.7881 | 2640694 | 4.2127 |
| 4.0226 | 1.2774 | 105100 | 4.2062 | 0.0184 | 0.4397 | 0.5603 | 67.1732 | 11110122.2822 | 2640694 | 4.2073 |
| 3.9083 | 1.2786 | 105200 | 4.2162 | 0.0184 | 0.4396 | 0.5604 | 67.8494 | 11136572.8428 | 2640694 | 4.2173 |
| 4.0587 | 1.2799 | 105300 | 4.2138 | 0.0184 | 0.4396 | 0.5604 | 67.6872 | 11130254.1328 | 2640694 | 4.2149 |
| 4.131 | 1.2811 | 105400 | 4.2156 | 0.0184 | 0.4404 | 0.5596 | 67.8078 | 11134955.0146 | 2640694 | 4.2167 |
| 3.9383 | 1.2823 | 105500 | 4.2051 | 0.0184 | 0.4414 | 0.5586 | 67.1034 | 11107380.0645 | 2640694 | 4.2062 |
| 4.0934 | 1.2835 | 105600 | 4.2043 | 0.0184 | 0.4401 | 0.5599 | 67.0453 | 11105090.2910 | 2640694 | 4.2054 |
| 4.2014 | 1.2847 | 105700 | 4.2040 | 0.0184 | 0.4410 | 0.5590 | 67.0268 | 11104364.1719 | 2640694 | 4.2051 |
| 4.2704 | 1.2859 | 105800 | 4.2009 | 0.0184 | 0.4412 | 0.5588 | 66.8198 | 11096193.3057 | 2640694 | 4.2020 |
| 4.132 | 1.2871 | 105900 | 4.2177 | 0.0184 | 0.4398 | 0.5602 | 67.9510 | 11140523.8828 | 2640694 | 4.2188 |
| 4.2829 | 1.2884 | 106000 | 4.2050 | 0.0184 | 0.4408 | 0.5592 | 67.0982 | 11107174.2461 | 2640694 | 4.2062 |
| 4.2124 | 1.2896 | 106100 | 4.2054 | 0.0184 | 0.4413 | 0.5587 | 67.1233 | 11108163.2061 | 2640694 | 4.2065 |
| 4.4315 | 1.2908 | 106200 | 4.2116 | 0.0184 | 0.4399 | 0.5601 | 67.5361 | 11124351.375 | 2640694 | 4.2127 |
| 4.1978 | 1.2920 | 106300 | 4.1993 | 0.0184 | 0.4418 | 0.5582 | 66.7127 | 11091959.8320 | 2640694 | 4.2004 |
| 4.3358 | 1.2932 | 106400 | 4.2211 | 0.0184 | 0.4375 | 0.5625 | 68.1805 | 11149428.0674 | 2640694 | 4.2222 |
| 4.0559 | 1.2944 | 106500 | 4.2047 | 0.0184 | 0.4401 | 0.5599 | 67.0714 | 11106117.2422 | 2640694 | 4.2058 |
| 4.0445 | 1.2957 | 106600 | 4.2115 | 0.0184 | 0.4394 | 0.5606 | 67.5341 | 11124274.5547 | 2640694 | 4.2126 |
| 4.1949 | 1.2969 | 106700 | 4.2113 | 0.0184 | 0.4407 | 0.5593 | 67.5202 | 11123730.3096 | 2640694 | 4.2124 |
| 4.0063 | 1.2981 | 106800 | 4.2131 | 0.0184 | 0.4402 | 0.5598 | 67.6410 | 11128452.3623 | 2640694 | 4.2142 |
| 4.3218 | 1.2993 | 106900 | 4.2181 | 0.0184 | 0.4378 | 0.5622 | 67.9796 | 11141635.4141 | 2640694 | 4.2192 |
| 4.0449 | 1.3005 | 107000 | 4.2075 | 0.0184 | 0.4405 | 0.5595 | 67.2661 | 11113774.6865 | 2640694 | 4.2087 |
| 4.1413 | 1.3017 | 107100 | 4.2090 | 0.0184 | 0.4395 | 0.5605 | 67.3629 | 11117571.4326 | 2640694 | 4.2101 |
| 3.7163 | 1.3029 | 107200 | 4.2112 | 0.0184 | 0.4406 | 0.5594 | 67.5092 | 11123298.6035 | 2640694 | 4.2123 |
| 3.955 | 1.3042 | 107300 | 4.2139 | 0.0184 | 0.4400 | 0.5600 | 67.6980 | 11130674.1943 | 2640694 | 4.2151 |
| 4.159 | 1.3054 | 107400 | 4.2096 | 0.0184 | 0.4398 | 0.5602 | 67.4057 | 11119248.8447 | 2640694 | 4.2107 |
| 4.0727 | 1.3066 | 107500 | 4.2108 | 0.0184 | 0.4403 | 0.5597 | 67.4843 | 11122326.5254 | 2640694 | 4.2119 |
| 4.1144 | 1.3078 | 107600 | 4.2030 | 0.0184 | 0.4416 | 0.5584 | 66.9621 | 11101811.0713 | 2640694 | 4.2041 |
| 4.2598 | 1.3090 | 107700 | 4.2074 | 0.0184 | 0.4407 | 0.5593 | 67.2526 | 11113245.4043 | 2640694 | 4.2085 |
| 4.2611 | 1.3102 | 107800 | 4.2033 | 0.0184 | 0.4396 | 0.5604 | 66.9832 | 11102646.0029 | 2640694 | 4.2044 |
| 4.2612 | 1.3115 | 107900 | 4.2047 | 0.0184 | 0.4415 | 0.5585 | 67.0757 | 11106288.6777 | 2640694 | 4.2058 |
| 4.2765 | 1.3127 | 108000 | 4.2109 | 0.0184 | 0.4402 | 0.5598 | 67.4882 | 11122477.6777 | 2640694 | 4.2120 |
| 4.3613 | 1.3139 | 108100 | 4.2146 | 0.0184 | 0.4394 | 0.5606 | 67.7430 | 11132427.6611 | 2640694 | 4.2157 |
| 4.4259 | 1.3151 | 108200 | 4.2034 | 0.0184 | 0.4403 | 0.5597 | 66.9867 | 11102783.8418 | 2640694 | 4.2045 |
| 4.3751 | 1.3163 | 108300 | 4.2039 | 0.0184 | 0.4408 | 0.5592 | 67.0232 | 11104221.8525 | 2640694 | 4.2050 |
| 4.1372 | 1.3175 | 108400 | 4.2121 | 0.0184 | 0.4391 | 0.5609 | 67.5726 | 11125779.6367 | 2640694 | 4.2132 |
| 4.033 | 1.3187 | 108500 | 4.2129 | 0.0184 | 0.4408 | 0.5592 | 67.6247 | 11127813.5303 | 2640694 | 4.2140 |
| 4.2857 | 1.3200 | 108600 | 4.2013 | 0.0184 | 0.4413 | 0.5587 | 66.8484 | 11097324.6211 | 2640694 | 4.2024 |
| 4.3248 | 1.3212 | 108700 | 4.2048 | 0.0184 | 0.4406 | 0.5594 | 67.0787 | 11106405.8496 | 2640694 | 4.2059 |
| 4.1917 | 1.3224 | 108800 | 4.2150 | 0.0184 | 0.4385 | 0.5615 | 67.7739 | 11133634.6270 | 2640694 | 4.2162 |
| 4.2036 | 1.3236 | 108900 | 4.2236 | 0.0184 | 0.4394 | 0.5606 | 68.3512 | 11156031.2832 | 2640694 | 4.2247 |
| 4.0301 | 1.3248 | 109000 | 4.2114 | 0.0184 | 0.4402 | 0.5598 | 67.5296 | 11124097.2666 | 2640694 | 4.2126 |
| 4.1337 | 1.3260 | 109100 | 4.2078 | 0.0184 | 0.4402 | 0.5598 | 67.2829 | 11114434.5850 | 2640694 | 4.2089 |
| 4.4229 | 1.3273 | 109200 | 4.2069 | 0.0184 | 0.4394 | 0.5606 | 67.2232 | 11112089.5947 | 2640694 | 4.2080 |
| 4.2501 | 1.3285 | 109300 | 4.2103 | 0.0184 | 0.4401 | 0.5599 | 67.4517 | 11121049.8789 | 2640694 | 4.2114 |
| 4.2287 | 1.3297 | 109400 | 4.2184 | 0.0184 | 0.4393 | 0.5607 | 67.9987 | 11142376.4424 | 2640694 | 4.2195 |
| 4.2753 | 1.3309 | 109500 | 4.2139 | 0.0184 | 0.4393 | 0.5607 | 67.6924 | 11130457.8760 | 2640694 | 4.2150 |
| 4.1105 | 1.3321 | 109600 | 4.2116 | 0.0184 | 0.4400 | 0.5600 | 67.5402 | 11124512.4619 | 2640694 | 4.2127 |
| 4.1843 | 1.3333 | 109700 | 4.2025 | 0.0184 | 0.4397 | 0.5603 | 66.9274 | 11100445.1670 | 2640694 | 4.2036 |
| 4.278 | 1.3345 | 109800 | 4.2023 | 0.0184 | 0.4403 | 0.5597 | 66.9110 | 11099798.25 | 2640694 | 4.2034 |
| 3.9798 | 1.3358 | 109900 | 4.2122 | 0.0184 | 0.4380 | 0.5620 | 67.5757 | 11125901.2100 | 2640694 | 4.2132 |
| 4.484 | 1.3370 | 110000 | 4.2007 | 0.0184 | 0.4404 | 0.5596 | 66.8044 | 11095586.0703 | 2640694 | 4.2018 |
| 4.1417 | 1.3382 | 110100 | 4.2019 | 0.0184 | 0.4398 | 0.5602 | 66.8915 | 11099027.8711 | 2640694 | 4.2031 |
| 4.1848 | 1.3394 | 110200 | 4.2097 | 0.0184 | 0.4396 | 0.5604 | 67.4131 | 11119538.1074 | 2640694 | 4.2108 |
| 4.603 | 1.3406 | 110300 | 4.2064 | 0.0184 | 0.4410 | 0.5590 | 67.1908 | 11110814.1592 | 2640694 | 4.2075 |
| 4.1822 | 1.3418 | 110400 | 4.2160 | 0.0184 | 0.4378 | 0.5622 | 67.8397 | 11136194.8730 | 2640694 | 4.2171 |
| 4.4163 | 1.3431 | 110500 | 4.2078 | 0.0184 | 0.4393 | 0.5607 | 67.2836 | 11114458.8516 | 2640694 | 4.2089 |
| 4.1647 | 1.3443 | 110600 | 4.2137 | 0.0184 | 0.4384 | 0.5616 | 67.6804 | 11129988.3213 | 2640694 | 4.2148 |
| 4.4683 | 1.3455 | 110700 | 4.2070 | 0.0184 | 0.4410 | 0.5590 | 67.2267 | 11112228.1689 | 2640694 | 4.2081 |
| 4.1874 | 1.3467 | 110800 | 4.2060 | 0.0184 | 0.4400 | 0.5600 | 67.1645 | 11109781.5752 | 2640694 | 4.2071 |
| 4.2029 | 1.3479 | 110900 | 4.2080 | 0.0184 | 0.4411 | 0.5589 | 67.2936 | 11114852.5918 | 2640694 | 4.2091 |
| 4.2016 | 1.3491 | 111000 | 4.2180 | 0.0184 | 0.4389 | 0.5611 | 67.9762 | 11141504.375 | 2640694 | 4.2192 |
| 3.9949 | 1.3503 | 111100 | 4.2081 | 0.0184 | 0.4396 | 0.5604 | 67.3052 | 11115307.2393 | 2640694 | 4.2092 |
| 4.199 | 1.3516 | 111200 | 4.2112 | 0.0184 | 0.4404 | 0.5596 | 67.5140 | 11123486.8516 | 2640694 | 4.2123 |
| 4.1965 | 1.3528 | 111300 | 4.2029 | 0.0184 | 0.4412 | 0.5588 | 66.9497 | 11101322.6846 | 2640694 | 4.2039 |
| 4.1693 | 1.3540 | 111400 | 4.2072 | 0.0184 | 0.4408 | 0.5592 | 67.2402 | 11112756.4512 | 2640694 | 4.2083 |
| 4.0659 | 1.3552 | 111500 | 4.2158 | 0.0184 | 0.4391 | 0.5609 | 67.8224 | 11135524.0420 | 2640694 | 4.2169 |
| 4.2643 | 1.3564 | 111600 | 4.2220 | 0.0184 | 0.4371 | 0.5629 | 68.2458 | 11151955.2168 | 2640694 | 4.2231 |
| 4.3691 | 1.3576 | 111700 | 4.2107 | 0.0184 | 0.4395 | 0.5605 | 67.4836 | 11122299.1143 | 2640694 | 4.2119 |
| 4.0581 | 1.3589 | 111800 | 4.2054 | 0.0184 | 0.4403 | 0.5597 | 67.1201 | 11108034.9258 | 2640694 | 4.2065 |
| 4.1773 | 1.3601 | 111900 | 4.2028 | 0.0184 | 0.4410 | 0.5590 | 66.9438 | 11101088.9756 | 2640694 | 4.2039 |
| 3.9195 | 1.3613 | 112000 | 4.2087 | 0.0184 | 0.4389 | 0.5611 | 67.3405 | 11116692.9434 | 2640694 | 4.2098 |
| 4.2459 | 1.3625 | 112100 | 4.2043 | 0.0184 | 0.4402 | 0.5598 | 67.0507 | 11105304.5420 | 2640694 | 4.2054 |
| 4.3187 | 1.3637 | 112200 | 4.2059 | 0.0184 | 0.4391 | 0.5609 | 67.1539 | 11109364.9941 | 2640694 | 4.2070 |
| 4.5823 | 1.3649 | 112300 | 4.2094 | 0.0184 | 0.4394 | 0.5606 | 67.3890 | 11118595.6123 | 2640694 | 4.2105 |
| 4.0444 | 1.3662 | 112400 | 4.1924 | 0.0184 | 0.4436 | 0.5564 | 66.2489 | 11073537.3564 | 2640694 | 4.1934 |
| 4.3612 | 1.3674 | 112500 | 4.2058 | 0.0184 | 0.4399 | 0.5601 | 67.1458 | 11109045.7881 | 2640694 | 4.2069 |
| 3.9987 | 1.3686 | 112600 | 4.2028 | 0.0184 | 0.4405 | 0.5595 | 66.9470 | 11101218.2822 | 2640694 | 4.2039 |
| 4.1938 | 1.3698 | 112700 | 4.1984 | 0.0184 | 0.4409 | 0.5591 | 66.6564 | 11089729.4258 | 2640694 | 4.1996 |
| 4.2369 | 1.3710 | 112800 | 4.2154 | 0.0184 | 0.4396 | 0.5604 | 67.7948 | 11134446.3340 | 2640694 | 4.2165 |
| 4.2173 | 1.3722 | 112900 | 4.2092 | 0.0184 | 0.4409 | 0.5591 | 67.3747 | 11118035.0186 | 2640694 | 4.2103 |
| 4.2583 | 1.3734 | 113000 | 4.2100 | 0.0184 | 0.4397 | 0.5603 | 67.4265 | 11120062.8682 | 2640694 | 4.2110 |
| 4.5417 | 1.3747 | 113100 | 4.2149 | 0.0184 | 0.4393 | 0.5607 | 67.7601 | 11133095.7686 | 2640694 | 4.2160 |
| 4.1922 | 1.3759 | 113200 | 4.1968 | 0.0184 | 0.4406 | 0.5594 | 66.5488 | 11085461.7461 | 2640694 | 4.1979 |
| 3.993 | 1.3771 | 113300 | 4.2039 | 0.0184 | 0.4409 | 0.5591 | 67.0228 | 11104206.9023 | 2640694 | 4.2050 |
| 4.0499 | 1.3783 | 113400 | 4.2052 | 0.0184 | 0.4401 | 0.5599 | 67.1093 | 11107611.4062 | 2640694 | 4.2063 |
| 4.1137 | 1.3795 | 113500 | 4.2217 | 0.0184 | 0.4386 | 0.5614 | 68.2281 | 11151271.9971 | 2640694 | 4.2229 |
| 4.2993 | 1.3807 | 113600 | 4.2018 | 0.0184 | 0.4411 | 0.5589 | 66.8783 | 11098505.9824 | 2640694 | 4.2029 |
| 4.0782 | 1.3820 | 113700 | 4.1962 | 0.0184 | 0.4414 | 0.5586 | 66.5070 | 11083805.5186 | 2640694 | 4.1973 |
| 4.0973 | 1.3832 | 113800 | 4.2104 | 0.0184 | 0.4404 | 0.5596 | 67.4587 | 11121323.9824 | 2640694 | 4.2115 |
| 4.3955 | 1.3844 | 113900 | 4.1994 | 0.0184 | 0.4413 | 0.5587 | 66.7213 | 11092298.9385 | 2640694 | 4.2005 |
| 4.125 | 1.3856 | 114000 | 4.1993 | 0.0184 | 0.4410 | 0.5590 | 66.7160 | 11092089.1113 | 2640694 | 4.2004 |
| 4.1984 | 1.3868 | 114100 | 4.2065 | 0.0184 | 0.4406 | 0.5594 | 67.1943 | 11110954.0928 | 2640694 | 4.2076 |
| 4.4144 | 1.3880 | 114200 | 4.2178 | 0.0184 | 0.4379 | 0.5621 | 67.9547 | 11140667.6201 | 2640694 | 4.2188 |
| 4.5074 | 1.3892 | 114300 | 4.1999 | 0.0184 | 0.4413 | 0.5587 | 66.7514 | 11093490.7412 | 2640694 | 4.2010 |
| 3.9103 | 1.3905 | 114400 | 4.1965 | 0.0184 | 0.4415 | 0.5585 | 66.5256 | 11084542.1025 | 2640694 | 4.1976 |
| 4.0034 | 1.3917 | 114500 | 4.1970 | 0.0184 | 0.4408 | 0.5592 | 66.5578 | 11085821.5244 | 2640694 | 4.1981 |
| 4.0951 | 1.3929 | 114600 | 4.2148 | 0.0184 | 0.4387 | 0.5613 | 67.7547 | 11132885.7354 | 2640694 | 4.2159 |
| 4.4845 | 1.3941 | 114700 | 4.2039 | 0.0184 | 0.4401 | 0.5599 | 67.0185 | 11104034.4795 | 2640694 | 4.2050 |
| 4.2392 | 1.3953 | 114800 | 4.2050 | 0.0184 | 0.4410 | 0.5590 | 67.0925 | 11106950.1816 | 2640694 | 4.2061 |
| 4.2352 | 1.3965 | 114900 | 4.2066 | 0.0184 | 0.4391 | 0.5609 | 67.2026 | 11111277.8447 | 2640694 | 4.2077 |
| 4.2038 | 1.3978 | 115000 | 4.1974 | 0.0184 | 0.4408 | 0.5592 | 66.5835 | 11086837.8545 | 2640694 | 4.1985 |
| 4.2102 | 1.3990 | 115100 | 4.1969 | 0.0184 | 0.4415 | 0.5585 | 66.5511 | 11085554.8584 | 2640694 | 4.1980 |
| 4.0192 | 1.4002 | 115200 | 4.2142 | 0.0184 | 0.4397 | 0.5603 | 67.7180 | 11131454.1475 | 2640694 | 4.2154 |
| 4.2738 | 1.4014 | 115300 | 4.2067 | 0.0184 | 0.4391 | 0.5609 | 67.2077 | 11111479.6670 | 2640694 | 4.2078 |
| 4.0819 | 1.4026 | 115400 | 4.2128 | 0.0184 | 0.4402 | 0.5598 | 67.6196 | 11127613.5693 | 2640694 | 4.2139 |
| 4.1042 | 1.4038 | 115500 | 4.2168 | 0.0184 | 0.4381 | 0.5619 | 67.8905 | 11138171.3057 | 2640694 | 4.2179 |
| 4.2697 | 1.4050 | 115600 | 4.1992 | 0.0184 | 0.4403 | 0.5597 | 66.7080 | 11091772.4863 | 2640694 | 4.2003 |
| 4.1969 | 1.4063 | 115700 | 4.2015 | 0.0184 | 0.4397 | 0.5603 | 66.8619 | 11097859.1094 | 2640694 | 4.2026 |
| 4.0317 | 1.4075 | 115800 | 4.2011 | 0.0184 | 0.4407 | 0.5593 | 66.8311 | 11096642.5859 | 2640694 | 4.2022 |
| 4.0111 | 1.4087 | 115900 | 4.2073 | 0.0184 | 0.4402 | 0.5598 | 67.2461 | 11112989.5156 | 2640694 | 4.2084 |
| 4.2513 | 1.4099 | 116000 | 4.2037 | 0.0184 | 0.4392 | 0.5608 | 67.0056 | 11103525.8506 | 2640694 | 4.2048 |
| 4.2733 | 1.4111 | 116100 | 4.2102 | 0.0184 | 0.4395 | 0.5605 | 67.4469 | 11120860.2100 | 2640694 | 4.2113 |
| 4.1236 | 1.4123 | 116200 | 4.1920 | 0.0184 | 0.4409 | 0.5591 | 66.2257 | 11072609.7119 | 2640694 | 4.1931 |
| 4.3549 | 1.4136 | 116300 | 4.2131 | 0.0184 | 0.4389 | 0.5611 | 67.6434 | 11128544.2354 | 2640694 | 4.2142 |
| 4.1621 | 1.4148 | 116400 | 4.1933 | 0.0184 | 0.4422 | 0.5578 | 66.3160 | 11076208.0117 | 2640694 | 4.1944 |
| 4.0804 | 1.4160 | 116500 | 4.1944 | 0.0184 | 0.4404 | 0.5596 | 66.3883 | 11079085.9727 | 2640694 | 4.1955 |
| 4.2411 | 1.4172 | 116600 | 4.1969 | 0.0184 | 0.4403 | 0.5597 | 66.5545 | 11085690.0674 | 2640694 | 4.1980 |
| 4.0943 | 1.4184 | 116700 | 4.2094 | 0.0184 | 0.4398 | 0.5602 | 67.3921 | 11118714.3623 | 2640694 | 4.2105 |
| 4.238 | 1.4196 | 116800 | 4.2050 | 0.0184 | 0.4403 | 0.5597 | 67.0952 | 11107054.8691 | 2640694 | 4.2061 |
| 4.1552 | 1.4208 | 116900 | 4.1998 | 0.0184 | 0.4412 | 0.5588 | 66.7464 | 11093292.2451 | 2640694 | 4.2009 |
| 3.9242 | 1.4221 | 117000 | 4.1952 | 0.0184 | 0.4417 | 0.5583 | 66.4378 | 11081053.3721 | 2640694 | 4.1963 |
| 4.0088 | 1.4233 | 117100 | 4.2097 | 0.0184 | 0.4409 | 0.5591 | 67.4130 | 11119535.4678 | 2640694 | 4.2108 |
| 4.1832 | 1.4245 | 117200 | 4.2007 | 0.0184 | 0.4402 | 0.5598 | 66.8085 | 11095749.9551 | 2640694 | 4.2018 |
| 4.1437 | 1.4257 | 117300 | 4.2020 | 0.0184 | 0.4409 | 0.5591 | 66.8927 | 11099073.4785 | 2640694 | 4.2031 |
| 4.2032 | 1.4269 | 117400 | 4.2025 | 0.0184 | 0.4403 | 0.5597 | 66.9236 | 11100293.4688 | 2640694 | 4.2036 |
| 4.3051 | 1.4281 | 117500 | 4.2100 | 0.0184 | 0.4402 | 0.5598 | 67.4327 | 11120304.8838 | 2640694 | 4.2111 |
| 4.2977 | 1.4294 | 117600 | 4.2050 | 0.0184 | 0.4409 | 0.5591 | 67.0932 | 11106978.2285 | 2640694 | 4.2061 |
| 4.5504 | 1.4306 | 117700 | 4.2108 | 0.0184 | 0.4398 | 0.5602 | 67.4810 | 11122197.9727 | 2640694 | 4.2118 |
| 4.3397 | 1.4318 | 117800 | 4.2031 | 0.0184 | 0.4412 | 0.5588 | 66.9668 | 11101998.1514 | 2640694 | 4.2042 |
| 4.1022 | 1.4330 | 117900 | 4.2056 | 0.0184 | 0.4400 | 0.5600 | 67.1332 | 11108551.7344 | 2640694 | 4.2067 |
| 4.5809 | 1.4342 | 118000 | 4.1968 | 0.0184 | 0.4409 | 0.5591 | 66.5420 | 11085194.5771 | 2640694 | 4.1978 |
| 4.1815 | 1.4354 | 118100 | 4.2038 | 0.0184 | 0.4407 | 0.5593 | 67.0153 | 11103909.3789 | 2640694 | 4.2049 |
| 3.9738 | 1.4366 | 118200 | 4.2009 | 0.0184 | 0.4398 | 0.5602 | 66.8213 | 11096252.5840 | 2640694 | 4.2020 |
| 4.2326 | 1.4379 | 118300 | 4.2011 | 0.0184 | 0.4417 | 0.5583 | 66.8370 | 11096873.2695 | 2640694 | 4.2023 |
| 4.166 | 1.4391 | 118400 | 4.1971 | 0.0184 | 0.4411 | 0.5589 | 66.5651 | 11086109.9951 | 2640694 | 4.1982 |
| 4.1626 | 1.4403 | 118500 | 4.2010 | 0.0184 | 0.4404 | 0.5596 | 66.8211 | 11096247.8086 | 2640694 | 4.2020 |
| 4.2102 | 1.4415 | 118600 | 4.2072 | 0.0184 | 0.4409 | 0.5591 | 67.2426 | 11112851.7686 | 2640694 | 4.2083 |
| 4.1057 | 1.4427 | 118700 | 4.2031 | 0.0184 | 0.4413 | 0.5587 | 66.9647 | 11101916.3105 | 2640694 | 4.2042 |
| 3.9785 | 1.4439 | 118800 | 4.2005 | 0.0184 | 0.4400 | 0.5600 | 66.7962 | 11095263.1592 | 2640694 | 4.2016 |
| 4.1996 | 1.4452 | 118900 | 4.2080 | 0.0184 | 0.4384 | 0.5616 | 67.3000 | 11115104.4199 | 2640694 | 4.2092 |
| 4.1282 | 1.4464 | 119000 | 4.1962 | 0.0184 | 0.4408 | 0.5592 | 66.5080 | 11083843.0957 | 2640694 | 4.1973 |
| 4.1922 | 1.4476 | 119100 | 4.2048 | 0.0184 | 0.4401 | 0.5599 | 67.0788 | 11106409.3027 | 2640694 | 4.2059 |
| 4.2631 | 1.4488 | 119200 | 4.2016 | 0.0184 | 0.4416 | 0.5584 | 66.8669 | 11098056.7705 | 2640694 | 4.2027 |
| 4.0454 | 1.4500 | 119300 | 4.1974 | 0.0184 | 0.4409 | 0.5591 | 66.5902 | 11087103.7998 | 2640694 | 4.1986 |
| 4.3931 | 1.4512 | 119400 | 4.1985 | 0.0184 | 0.4418 | 0.5582 | 66.6596 | 11089855.9727 | 2640694 | 4.1996 |
| 4.1534 | 1.4524 | 119500 | 4.1896 | 0.0184 | 0.4417 | 0.5583 | 66.0677 | 11066302.4229 | 2640694 | 4.1907 |
| 4.1859 | 1.4537 | 119600 | 4.1963 | 0.0184 | 0.4415 | 0.5585 | 66.5157 | 11084147.4727 | 2640694 | 4.1974 |
| 4.0588 | 1.4549 | 119700 | 4.2055 | 0.0184 | 0.4409 | 0.5591 | 67.1243 | 11108201.6367 | 2640694 | 4.2065 |
| 3.9357 | 1.4561 | 119800 | 4.2121 | 0.0184 | 0.4380 | 0.5620 | 67.5754 | 11125887.4297 | 2640694 | 4.2132 |
| 4.1752 | 1.4573 | 119900 | 4.2106 | 0.0184 | 0.4398 | 0.5602 | 67.4673 | 11121660.7070 | 2640694 | 4.2116 |
| 4.0474 | 1.4585 | 120000 | 4.2048 | 0.0184 | 0.4411 | 0.5589 | 67.0853 | 11106665.1484 | 2640694 | 4.2060 |
| 4.2556 | 1.4597 | 120100 | 4.1978 | 0.0184 | 0.4411 | 0.5589 | 66.6158 | 11088119.7920 | 2640694 | 4.1989 |
| 3.9 | 1.4610 | 120200 | 4.1951 | 0.0184 | 0.4410 | 0.5590 | 66.4340 | 11080904.2930 | 2640694 | 4.1962 |
| 4.2783 | 1.4622 | 120300 | 4.1987 | 0.0184 | 0.4407 | 0.5593 | 66.6733 | 11090398.1055 | 2640694 | 4.1998 |
| 4.2634 | 1.4634 | 120400 | 4.2048 | 0.0184 | 0.4403 | 0.5597 | 67.0793 | 11106429.0 | 2640694 | 4.2059 |
| 4.0478 | 1.4646 | 120500 | 4.1936 | 0.0184 | 0.4413 | 0.5587 | 66.3362 | 11077012.2637 | 2640694 | 4.1947 |
| 4.0192 | 1.4658 | 120600 | 4.1948 | 0.0184 | 0.4420 | 0.5580 | 66.4130 | 11080070.0576 | 2640694 | 4.1959 |
| 4.0285 | 1.4670 | 120700 | 4.2016 | 0.0184 | 0.4416 | 0.5584 | 66.8692 | 11098148.2188 | 2640694 | 4.2027 |
| 4.2571 | 1.4682 | 120800 | 4.1957 | 0.0184 | 0.4420 | 0.5580 | 66.4728 | 11082443.8906 | 2640694 | 4.1968 |
| 4.1066 | 1.4695 | 120900 | 4.1909 | 0.0184 | 0.4431 | 0.5569 | 66.1564 | 11069844.7510 | 2640694 | 4.1920 |
| 4.3792 | 1.4707 | 121000 | 4.2012 | 0.0184 | 0.4413 | 0.5587 | 66.8411 | 11097035.8037 | 2640694 | 4.2023 |
| 4.1419 | 1.4719 | 121100 | 4.1949 | 0.0184 | 0.4420 | 0.5580 | 66.4231 | 11080471.4961 | 2640694 | 4.1960 |
| 4.2269 | 1.4731 | 121200 | 4.2056 | 0.0184 | 0.4396 | 0.5604 | 67.1338 | 11108573.9785 | 2640694 | 4.2067 |
| 4.5221 | 1.4743 | 121300 | 4.1970 | 0.0184 | 0.4417 | 0.5583 | 66.5592 | 11085874.1582 | 2640694 | 4.1981 |
| 4.1222 | 1.4755 | 121400 | 4.2038 | 0.0184 | 0.4402 | 0.5598 | 67.0139 | 11103852.9688 | 2640694 | 4.2049 |
| 4.0914 | 1.4768 | 121500 | 4.1889 | 0.0184 | 0.4418 | 0.5582 | 66.0196 | 11064382.1270 | 2640694 | 4.1900 |
| 4.1113 | 1.4780 | 121600 | 4.1956 | 0.0184 | 0.4402 | 0.5598 | 66.4654 | 11082150.1680 | 2640694 | 4.1967 |
| 4.2189 | 1.4792 | 121700 | 4.1997 | 0.0184 | 0.4411 | 0.5589 | 66.7392 | 11093007.8418 | 2640694 | 4.2008 |
| 4.0081 | 1.4804 | 121800 | 4.1993 | 0.0184 | 0.4412 | 0.5588 | 66.7125 | 11091951.1846 | 2640694 | 4.2004 |
| 4.3588 | 1.4816 | 121900 | 4.2134 | 0.0184 | 0.4390 | 0.5610 | 67.6612 | 11129240.0654 | 2640694 | 4.2145 |
| 4.0317 | 1.4828 | 122000 | 4.1918 | 0.0184 | 0.4423 | 0.5577 | 66.2158 | 11072216.3604 | 2640694 | 4.1929 |
| 4.0595 | 1.4840 | 122100 | 4.1981 | 0.0184 | 0.4398 | 0.5602 | 66.6316 | 11088745.2471 | 2640694 | 4.1992 |
| 4.2764 | 1.4853 | 122200 | 4.1979 | 0.0184 | 0.4402 | 0.5598 | 66.6234 | 11088423.2588 | 2640694 | 4.1991 |
| 4.1322 | 1.4865 | 122300 | 4.2007 | 0.0184 | 0.4407 | 0.5593 | 66.8090 | 11095769.2939 | 2640694 | 4.2018 |
| 4.068 | 1.4877 | 122400 | 4.2044 | 0.0184 | 0.4398 | 0.5602 | 67.0567 | 11105538.8838 | 2640694 | 4.2055 |
| 4.3418 | 1.4889 | 122500 | 4.1967 | 0.0184 | 0.4404 | 0.5596 | 66.5428 | 11085226.3096 | 2640694 | 4.1978 |
| 3.9122 | 1.4901 | 122600 | 4.1869 | 0.0184 | 0.4430 | 0.5570 | 65.8912 | 11059241.2539 | 2640694 | 4.1880 |
| 4.0966 | 1.4913 | 122700 | 4.1853 | 0.0184 | 0.4434 | 0.5566 | 65.7838 | 11054930.5059 | 2640694 | 4.1864 |
| 4.3223 | 1.4926 | 122800 | 4.1986 | 0.0184 | 0.4417 | 0.5583 | 66.6628 | 11089983.4727 | 2640694 | 4.1996 |
| 4.341 | 1.4938 | 122900 | 4.1959 | 0.0184 | 0.4407 | 0.5593 | 66.4878 | 11083042.8623 | 2640694 | 4.1970 |
| 4.1229 | 1.4950 | 123000 | 4.1919 | 0.0184 | 0.4425 | 0.5575 | 66.2199 | 11072379.4805 | 2640694 | 4.1930 |
| 4.141 | 1.4962 | 123100 | 4.2095 | 0.0184 | 0.4395 | 0.5605 | 67.3989 | 11118982.1650 | 2640694 | 4.2106 |
| 4.1305 | 1.4974 | 123200 | 4.1964 | 0.0184 | 0.4411 | 0.5589 | 66.5189 | 11084275.5996 | 2640694 | 4.1975 |
| 4.3045 | 1.4986 | 123300 | 4.1925 | 0.0184 | 0.4419 | 0.5581 | 66.2590 | 11073937.6104 | 2640694 | 4.1936 |
| 4.0285 | 1.4998 | 123400 | 4.1995 | 0.0184 | 0.4419 | 0.5581 | 66.7296 | 11092626.1016 | 2640694 | 4.2006 |
| 4.2984 | 1.5011 | 123500 | 4.2049 | 0.0184 | 0.4412 | 0.5588 | 67.0889 | 11106809.7266 | 2640694 | 4.2060 |
| 4.2849 | 1.5023 | 123600 | 4.1893 | 0.0184 | 0.4423 | 0.5577 | 66.0488 | 11065549.2686 | 2640694 | 4.1904 |
| 4.2956 | 1.5035 | 123700 | 4.1960 | 0.0184 | 0.4409 | 0.5591 | 66.4921 | 11083212.8965 | 2640694 | 4.1971 |
| 4.3384 | 1.5047 | 123800 | 4.1916 | 0.0184 | 0.4418 | 0.5582 | 66.2026 | 11071690.2344 | 2640694 | 4.1927 |
| 4.0661 | 1.5059 | 123900 | 4.1978 | 0.0184 | 0.4399 | 0.5601 | 66.6127 | 11087999.0225 | 2640694 | 4.1989 |
| 4.1661 | 1.5071 | 124000 | 4.2067 | 0.0184 | 0.4417 | 0.5583 | 67.2107 | 11111599.4229 | 2640694 | 4.2078 |
| 4.2283 | 1.5084 | 124100 | 4.1958 | 0.0184 | 0.4418 | 0.5582 | 66.4797 | 11082719.6348 | 2640694 | 4.1969 |
| 4.2316 | 1.5096 | 124200 | 4.1899 | 0.0184 | 0.4426 | 0.5574 | 66.0896 | 11067178.5117 | 2640694 | 4.1910 |
| 4.3255 | 1.5108 | 124300 | 4.1971 | 0.0184 | 0.4412 | 0.5588 | 66.5682 | 11086232.5176 | 2640694 | 4.1982 |
| 4.308 | 1.5120 | 124400 | 4.2061 | 0.0184 | 0.4405 | 0.5595 | 67.1674 | 11109897.0469 | 2640694 | 4.2072 |
| 4.3622 | 1.5132 | 124500 | 4.2016 | 0.0184 | 0.4401 | 0.5599 | 66.8633 | 11097911.8232 | 2640694 | 4.2026 |
| 3.9801 | 1.5144 | 124600 | 4.2039 | 0.0184 | 0.4401 | 0.5599 | 67.0209 | 11104131.2920 | 2640694 | 4.2050 |
| 4.0815 | 1.5156 | 124700 | 4.2015 | 0.0184 | 0.4415 | 0.5585 | 66.8622 | 11097869.0 | 2640694 | 4.2026 |
| 3.78 | 1.5169 | 124800 | 4.2013 | 0.0184 | 0.4419 | 0.5581 | 66.8462 | 11097236.5781 | 2640694 | 4.2024 |
| 4.1296 | 1.5181 | 124900 | 4.2014 | 0.0184 | 0.4402 | 0.5598 | 66.8563 | 11097635.4033 | 2640694 | 4.2025 |
| 4.2547 | 1.5193 | 125000 | 4.1923 | 0.0184 | 0.4419 | 0.5581 | 66.2489 | 11073534.4648 | 2640694 | 4.1934 |
| 3.8989 | 1.5205 | 125100 | 4.1914 | 0.0184 | 0.4421 | 0.5579 | 66.1857 | 11071015.3428 | 2640694 | 4.1925 |
| 4.2445 | 1.5217 | 125200 | 4.1975 | 0.0184 | 0.4416 | 0.5584 | 66.5970 | 11087373.8906 | 2640694 | 4.1987 |
| 4.1239 | 1.5229 | 125300 | 4.2044 | 0.0184 | 0.4406 | 0.5594 | 67.0543 | 11105445.0908 | 2640694 | 4.2055 |
| 4.2636 | 1.5242 | 125400 | 4.1976 | 0.0184 | 0.4398 | 0.5602 | 66.5980 | 11087413.6113 | 2640694 | 4.1987 |
| 4.2203 | 1.5254 | 125500 | 4.1957 | 0.0184 | 0.4418 | 0.5582 | 66.4750 | 11082531.8760 | 2640694 | 4.1968 |
| 4.2679 | 1.5266 | 125600 | 4.2043 | 0.0184 | 0.4397 | 0.5603 | 67.0486 | 11105223.1201 | 2640694 | 4.2054 |
| 4.3276 | 1.5278 | 125700 | 4.1946 | 0.0184 | 0.4407 | 0.5593 | 66.4023 | 11079643.0010 | 2640694 | 4.1957 |
| 4.0895 | 1.5290 | 125800 | 4.1959 | 0.0184 | 0.4411 | 0.5589 | 66.4902 | 11083137.6562 | 2640694 | 4.1971 |
| 4.1873 | 1.5302 | 125900 | 4.1990 | 0.0184 | 0.4413 | 0.5587 | 66.6945 | 11091237.2354 | 2640694 | 4.2001 |
| 4.009 | 1.5314 | 126000 | 4.1930 | 0.0184 | 0.4421 | 0.5579 | 66.2971 | 11075455.6904 | 2640694 | 4.1941 |
| 4.0341 | 1.5327 | 126100 | 4.1972 | 0.0184 | 0.4400 | 0.5600 | 66.5756 | 11086528.3271 | 2640694 | 4.1983 |
| 4.0276 | 1.5339 | 126200 | 4.1985 | 0.0184 | 0.4408 | 0.5592 | 66.6587 | 11089822.0430 | 2640694 | 4.1996 |
| 4.3167 | 1.5351 | 126300 | 4.2095 | 0.0184 | 0.4360 | 0.5640 | 67.4011 | 11119067.3301 | 2640694 | 4.2107 |
| 3.8868 | 1.5363 | 126400 | 4.2031 | 0.0184 | 0.4410 | 0.5590 | 66.9698 | 11102116.7197 | 2640694 | 4.2042 |
| 4.3425 | 1.5375 | 126500 | 4.1983 | 0.0184 | 0.4410 | 0.5590 | 66.6457 | 11089304.0898 | 2640694 | 4.1994 |
| 4.2474 | 1.5387 | 126600 | 4.1875 | 0.0184 | 0.4431 | 0.5569 | 65.9266 | 11060656.1865 | 2640694 | 4.1885 |
| 3.9428 | 1.5400 | 126700 | 4.1991 | 0.0184 | 0.4415 | 0.5585 | 66.6983 | 11091387.9131 | 2640694 | 4.2002 |
| 4.2538 | 1.5412 | 126800 | 4.1994 | 0.0184 | 0.4414 | 0.5586 | 66.7233 | 11092376.9043 | 2640694 | 4.2006 |
| 4.3272 | 1.5424 | 126900 | 4.1925 | 0.0184 | 0.4410 | 0.5590 | 66.2597 | 11073966.0713 | 2640694 | 4.1936 |
| 3.7863 | 1.5436 | 127000 | 4.1987 | 0.0184 | 0.4412 | 0.5588 | 66.6762 | 11090512.4277 | 2640694 | 4.1998 |
| 4.2022 | 1.5448 | 127100 | 4.1907 | 0.0184 | 0.4417 | 0.5583 | 66.1404 | 11069206.9160 | 2640694 | 4.1918 |
| 3.9742 | 1.5460 | 127200 | 4.1991 | 0.0184 | 0.4397 | 0.5603 | 66.6983 | 11091390.3320 | 2640694 | 4.2002 |
| 4.1807 | 1.5473 | 127300 | 4.1966 | 0.0184 | 0.4405 | 0.5595 | 66.5326 | 11084821.2041 | 2640694 | 4.1977 |
| 4.0537 | 1.5485 | 127400 | 4.1813 | 0.0184 | 0.4437 | 0.5563 | 65.5224 | 11044417.3115 | 2640694 | 4.1824 |
| 4.1018 | 1.5497 | 127500 | 4.1905 | 0.0184 | 0.4420 | 0.5580 | 66.1314 | 11068846.7480 | 2640694 | 4.1916 |
| 4.0722 | 1.5509 | 127600 | 4.1939 | 0.0184 | 0.4416 | 0.5584 | 66.3524 | 11077657.9365 | 2640694 | 4.1950 |
| 4.2566 | 1.5521 | 127700 | 4.1926 | 0.0184 | 0.4427 | 0.5573 | 66.2680 | 11074297.0078 | 2640694 | 4.1937 |
| 4.176 | 1.5533 | 127800 | 4.2054 | 0.0184 | 0.4402 | 0.5598 | 67.1187 | 11107979.5225 | 2640694 | 4.2065 |
| 4.0725 | 1.5545 | 127900 | 4.1986 | 0.0184 | 0.4411 | 0.5589 | 66.6663 | 11090121.0889 | 2640694 | 4.1997 |
| 4.1755 | 1.5558 | 128000 | 4.1914 | 0.0184 | 0.4434 | 0.5566 | 66.1862 | 11071034.7969 | 2640694 | 4.1925 |
| 4.1166 | 1.5570 | 128100 | 4.1996 | 0.0184 | 0.4403 | 0.5597 | 66.7327 | 11092748.6484 | 2640694 | 4.2007 |
| 4.1483 | 1.5582 | 128200 | 4.1861 | 0.0184 | 0.4418 | 0.5582 | 65.8396 | 11057171.0195 | 2640694 | 4.1872 |
| 4.1342 | 1.5594 | 128300 | 4.1998 | 0.0184 | 0.4407 | 0.5593 | 66.7488 | 11093386.2793 | 2640694 | 4.2009 |
| 4.1857 | 1.5606 | 128400 | 4.1907 | 0.0184 | 0.4426 | 0.5574 | 66.1426 | 11069295.0605 | 2640694 | 4.1918 |
| 4.1998 | 1.5618 | 128500 | 4.2044 | 0.0184 | 0.4391 | 0.5609 | 67.0524 | 11105372.7070 | 2640694 | 4.2055 |
| 4.099 | 1.5631 | 128600 | 4.1965 | 0.0184 | 0.4411 | 0.5589 | 66.5283 | 11084651.3105 | 2640694 | 4.1976 |
| 4.1547 | 1.5643 | 128700 | 4.1975 | 0.0184 | 0.4423 | 0.5577 | 66.5904 | 11087111.5049 | 2640694 | 4.1986 |
| 4.0973 | 1.5655 | 128800 | 4.2004 | 0.0184 | 0.4413 | 0.5587 | 66.7861 | 11094862.0264 | 2640694 | 4.2015 |
| 4.2776 | 1.5667 | 128900 | 4.1946 | 0.0184 | 0.4424 | 0.5576 | 66.4010 | 11079590.2529 | 2640694 | 4.1957 |
| 4.2027 | 1.5679 | 129000 | 4.1969 | 0.0184 | 0.4411 | 0.5589 | 66.5567 | 11085774.6846 | 2640694 | 4.1981 |
| 4.1059 | 1.5691 | 129100 | 4.1941 | 0.0184 | 0.4422 | 0.5578 | 66.3647 | 11078147.5322 | 2640694 | 4.1952 |
| 4.115 | 1.5703 | 129200 | 4.2125 | 0.0184 | 0.4400 | 0.5600 | 67.6027 | 11126955.6230 | 2640694 | 4.2136 |
| 4.1596 | 1.5716 | 129300 | 4.1935 | 0.0184 | 0.4401 | 0.5599 | 66.3295 | 11076747.5117 | 2640694 | 4.1946 |
| 4.4663 | 1.5728 | 129400 | 4.2022 | 0.0184 | 0.4398 | 0.5602 | 66.9050 | 11099560.4736 | 2640694 | 4.2033 |
| 4.2636 | 1.5740 | 129500 | 4.1945 | 0.0184 | 0.4410 | 0.5590 | 66.3962 | 11079402.6885 | 2640694 | 4.1956 |
| 4.2446 | 1.5752 | 129600 | 4.1961 | 0.0184 | 0.4425 | 0.5575 | 66.4999 | 11083521.4160 | 2640694 | 4.1972 |
| 4.0133 | 1.5764 | 129700 | 4.1880 | 0.0184 | 0.4422 | 0.5578 | 65.9649 | 11062189.6191 | 2640694 | 4.1891 |
| 4.4284 | 1.5776 | 129800 | 4.2026 | 0.0184 | 0.4400 | 0.5600 | 66.9356 | 11100767.2852 | 2640694 | 4.2037 |
| 4.162 | 1.5789 | 129900 | 4.1934 | 0.0184 | 0.4422 | 0.5578 | 66.3183 | 11076300.2764 | 2640694 | 4.1945 |
| 4.5628 | 1.5801 | 130000 | 4.1909 | 0.0184 | 0.4406 | 0.5594 | 66.1546 | 11069772.8496 | 2640694 | 4.1920 |
| 4.2169 | 1.5813 | 130100 | 4.1982 | 0.0184 | 0.4424 | 0.5576 | 66.6433 | 11089210.0254 | 2640694 | 4.1994 |
| 4.0357 | 1.5825 | 130200 | 4.1942 | 0.0184 | 0.4410 | 0.5590 | 66.3723 | 11078451.4902 | 2640694 | 4.1953 |
| 4.0736 | 1.5837 | 130300 | 4.1975 | 0.0184 | 0.4414 | 0.5586 | 66.5959 | 11087331.1172 | 2640694 | 4.1986 |
| 4.058 | 1.5849 | 130400 | 4.1913 | 0.0184 | 0.4424 | 0.5576 | 66.1800 | 11070787.4727 | 2640694 | 4.1924 |
| 3.9014 | 1.5861 | 130500 | 4.1912 | 0.0184 | 0.4418 | 0.5582 | 66.1743 | 11070560.4111 | 2640694 | 4.1923 |
| 3.9824 | 1.5874 | 130600 | 4.1828 | 0.0184 | 0.4427 | 0.5573 | 65.6233 | 11048481.1309 | 2640694 | 4.1839 |
| 3.9209 | 1.5886 | 130700 | 4.1840 | 0.0184 | 0.4426 | 0.5574 | 65.6973 | 11051456.6650 | 2640694 | 4.1851 |
| 4.5054 | 1.5898 | 130800 | 4.1925 | 0.0184 | 0.4418 | 0.5582 | 66.2598 | 11073969.8633 | 2640694 | 4.1936 |
| 4.517 | 1.5910 | 130900 | 4.1952 | 0.0184 | 0.4405 | 0.5595 | 66.4455 | 11081359.7422 | 2640694 | 4.1964 |
| 4.0174 | 1.5922 | 131000 | 4.1901 | 0.0184 | 0.4421 | 0.5579 | 66.1057 | 11067821.0352 | 2640694 | 4.1913 |
| 4.2353 | 1.5934 | 131100 | 4.1970 | 0.0184 | 0.4399 | 0.5601 | 66.5590 | 11085869.3311 | 2640694 | 4.1981 |
| 4.2687 | 1.5947 | 131200 | 4.2019 | 0.0184 | 0.4409 | 0.5591 | 66.8855 | 11098789.3701 | 2640694 | 4.2030 |
| 4.0608 | 1.5959 | 131300 | 4.1921 | 0.0184 | 0.4415 | 0.5585 | 66.2342 | 11072951.9736 | 2640694 | 4.1932 |
| 4.2143 | 1.5971 | 131400 | 4.2054 | 0.0184 | 0.4403 | 0.5597 | 67.1238 | 11108179.6455 | 2640694 | 4.2065 |
| 4.2842 | 1.5983 | 131500 | 4.1849 | 0.0184 | 0.4433 | 0.5567 | 65.7571 | 11053861.5137 | 2640694 | 4.1860 |
| 4.2622 | 1.5995 | 131600 | 4.2015 | 0.0184 | 0.4406 | 0.5594 | 66.8586 | 11097726.1602 | 2640694 | 4.2026 |
| 4.0548 | 1.6007 | 131700 | 4.2002 | 0.0184 | 0.4414 | 0.5586 | 66.7772 | 11094511.0068 | 2640694 | 4.2014 |
| 4.0912 | 1.6019 | 131800 | 4.1948 | 0.0184 | 0.4420 | 0.5580 | 66.4159 | 11080184.6514 | 2640694 | 4.1959 |
| 4.35 | 1.6032 | 131900 | 4.1853 | 0.0184 | 0.4425 | 0.5575 | 65.7878 | 11055091.7695 | 2640694 | 4.1864 |
| 4.1624 | 1.6044 | 132000 | 4.1882 | 0.0184 | 0.4420 | 0.5580 | 65.9789 | 11062753.7549 | 2640694 | 4.1893 |
| 4.2179 | 1.6056 | 132100 | 4.2071 | 0.0184 | 0.4385 | 0.5615 | 67.2320 | 11112432.7930 | 2640694 | 4.2081 |
| 4.5007 | 1.6068 | 132200 | 4.1981 | 0.0184 | 0.4419 | 0.5581 | 66.6326 | 11088788.1514 | 2640694 | 4.1992 |
| 4.2208 | 1.6080 | 132300 | 4.1915 | 0.0184 | 0.4421 | 0.5579 | 66.1972 | 11071473.2451 | 2640694 | 4.1926 |
| 4.3198 | 1.6092 | 132400 | 4.1832 | 0.0184 | 0.4432 | 0.5568 | 65.6454 | 11049370.4248 | 2640694 | 4.1843 |
| 4.2974 | 1.6105 | 132500 | 4.2034 | 0.0184 | 0.4401 | 0.5599 | 66.9857 | 11102742.3555 | 2640694 | 4.2045 |
| 3.9673 | 1.6117 | 132600 | 4.1914 | 0.0184 | 0.4411 | 0.5589 | 66.1914 | 11071242.6387 | 2640694 | 4.1926 |
| 4.1705 | 1.6129 | 132700 | 4.1955 | 0.0184 | 0.4406 | 0.5594 | 66.4572 | 11081827.2402 | 2640694 | 4.1966 |
| 4.1591 | 1.6141 | 132800 | 4.1913 | 0.0184 | 0.4421 | 0.5579 | 66.1834 | 11070922.1475 | 2640694 | 4.1924 |
| 4.1641 | 1.6153 | 132900 | 4.1955 | 0.0184 | 0.4405 | 0.5595 | 66.4598 | 11081927.7959 | 2640694 | 4.1966 |
| 4.1077 | 1.6165 | 133000 | 4.2006 | 0.0184 | 0.4409 | 0.5591 | 66.8019 | 11095488.2080 | 2640694 | 4.2017 |
| 4.1208 | 1.6177 | 133100 | 4.1929 | 0.0184 | 0.4412 | 0.5588 | 66.2938 | 11075324.6406 | 2640694 | 4.1941 |
| 4.0647 | 1.6190 | 133200 | 4.1901 | 0.0184 | 0.4416 | 0.5584 | 66.1064 | 11067851.0801 | 2640694 | 4.1913 |
| 4.2346 | 1.6202 | 133300 | 4.1974 | 0.0184 | 0.4421 | 0.5579 | 66.5880 | 11087016.3682 | 2640694 | 4.1985 |
| 4.2693 | 1.6214 | 133400 | 4.1919 | 0.0184 | 0.4413 | 0.5587 | 66.2215 | 11072444.5400 | 2640694 | 4.1930 |
| 4.0817 | 1.6226 | 133500 | 4.1975 | 0.0184 | 0.4416 | 0.5584 | 66.5930 | 11087218.0508 | 2640694 | 4.1986 |
| 4.047 | 1.6238 | 133600 | 4.1917 | 0.0184 | 0.4406 | 0.5594 | 66.2094 | 11071959.7939 | 2640694 | 4.1928 |
| 4.3887 | 1.6250 | 133700 | 4.1894 | 0.0184 | 0.4418 | 0.5582 | 66.0567 | 11065862.5234 | 2640694 | 4.1905 |
| 4.1238 | 1.6263 | 133800 | 4.1897 | 0.0184 | 0.4407 | 0.5593 | 66.0755 | 11066616.5146 | 2640694 | 4.1908 |
| 4.207 | 1.6275 | 133900 | 4.1931 | 0.0184 | 0.4416 | 0.5584 | 66.3006 | 11075594.7656 | 2640694 | 4.1942 |
| 4.1772 | 1.6287 | 134000 | 4.1938 | 0.0184 | 0.4414 | 0.5586 | 66.3460 | 11077404.6104 | 2640694 | 4.1949 |
| 4.3328 | 1.6299 | 134100 | 4.2032 | 0.0184 | 0.4407 | 0.5593 | 66.9697 | 11102111.3848 | 2640694 | 4.2042 |
| 4.0034 | 1.6311 | 134200 | 4.1946 | 0.0184 | 0.4423 | 0.5577 | 66.4021 | 11079635.0312 | 2640694 | 4.1957 |
| 4.2387 | 1.6323 | 134300 | 4.1863 | 0.0184 | 0.4420 | 0.5580 | 65.8489 | 11057544.6943 | 2640694 | 4.1874 |
| 4.2139 | 1.6335 | 134400 | 4.1978 | 0.0184 | 0.4421 | 0.5579 | 66.6101 | 11087893.6875 | 2640694 | 4.1989 |
| 4.0608 | 1.6348 | 134500 | 4.1820 | 0.0184 | 0.4435 | 0.5565 | 65.5708 | 11046367.1846 | 2640694 | 4.1831 |
| 4.0991 | 1.6360 | 134600 | 4.1891 | 0.0184 | 0.4412 | 0.5588 | 66.0338 | 11064946.6475 | 2640694 | 4.1902 |
| 3.8374 | 1.6372 | 134700 | 4.1915 | 0.0184 | 0.4406 | 0.5594 | 66.1994 | 11071562.7666 | 2640694 | 4.1927 |
| 3.9461 | 1.6384 | 134800 | 4.1860 | 0.0184 | 0.4422 | 0.5578 | 65.8345 | 11056965.0361 | 2640694 | 4.1871 |
| 4.1351 | 1.6396 | 134900 | 4.1846 | 0.0184 | 0.4430 | 0.5570 | 65.7406 | 11053196.5059 | 2640694 | 4.1857 |
| 4.2229 | 1.6408 | 135000 | 4.1774 | 0.0184 | 0.4436 | 0.5564 | 65.2700 | 11034226.8604 | 2640694 | 4.1785 |
| 4.209 | 1.6421 | 135100 | 4.2022 | 0.0184 | 0.4387 | 0.5613 | 66.9040 | 11099518.2158 | 2640694 | 4.2033 |
| 4.0708 | 1.6433 | 135200 | 4.1853 | 0.0184 | 0.4424 | 0.5576 | 65.7889 | 11055134.6572 | 2640694 | 4.1865 |
| 4.5009 | 1.6445 | 135300 | 4.1992 | 0.0184 | 0.4399 | 0.5601 | 66.7078 | 11091763.6143 | 2640694 | 4.2003 |
| 4.1428 | 1.6457 | 135400 | 4.1901 | 0.0184 | 0.4424 | 0.5576 | 66.1036 | 11067736.1826 | 2640694 | 4.1912 |
| 4.2149 | 1.6469 | 135500 | 4.1941 | 0.0184 | 0.4417 | 0.5583 | 66.3695 | 11078340.3330 | 2640694 | 4.1952 |
| 3.8109 | 1.6481 | 135600 | 4.1907 | 0.0184 | 0.4421 | 0.5579 | 66.1441 | 11069353.6660 | 2640694 | 4.1918 |
| 4.0364 | 1.6493 | 135700 | 4.1927 | 0.0184 | 0.4420 | 0.5580 | 66.2783 | 11074708.9209 | 2640694 | 4.1939 |
| 4.5684 | 1.6506 | 135800 | 4.1992 | 0.0184 | 0.4404 | 0.5596 | 66.7106 | 11091874.9473 | 2640694 | 4.2004 |
| 4.0311 | 1.6518 | 135900 | 4.1930 | 0.0184 | 0.4403 | 0.5597 | 66.2946 | 11075356.5332 | 2640694 | 4.1941 |
| 4.224 | 1.6530 | 136000 | 4.1993 | 0.0184 | 0.4418 | 0.5582 | 66.7136 | 11091994.9268 | 2640694 | 4.2004 |
| 4.1904 | 1.6542 | 136100 | 4.1909 | 0.0184 | 0.4417 | 0.5583 | 66.1532 | 11069718.8125 | 2640694 | 4.1920 |
| 4.0078 | 1.6554 | 136200 | 4.1814 | 0.0184 | 0.4429 | 0.5571 | 65.5294 | 11044698.7119 | 2640694 | 4.1825 |
| 4.2309 | 1.6566 | 136300 | 4.1953 | 0.0184 | 0.4412 | 0.5588 | 66.4434 | 11081279.1416 | 2640694 | 4.1964 |
| 4.2621 | 1.6579 | 136400 | 4.1921 | 0.0184 | 0.4426 | 0.5574 | 66.2353 | 11072995.6182 | 2640694 | 4.1932 |
| 3.9347 | 1.6591 | 136500 | 4.1851 | 0.0184 | 0.4430 | 0.5570 | 65.7734 | 11054514.1357 | 2640694 | 4.1862 |
| 4.3082 | 1.6603 | 136600 | 4.1947 | 0.0184 | 0.4413 | 0.5587 | 66.4062 | 11079798.0986 | 2640694 | 4.1958 |
| 4.2391 | 1.6615 | 136700 | 4.1918 | 0.0184 | 0.4424 | 0.5576 | 66.2160 | 11072222.8770 | 2640694 | 4.1929 |
| 4.3876 | 1.6627 | 136800 | 4.1929 | 0.0184 | 0.4421 | 0.5579 | 66.2882 | 11075101.0342 | 2640694 | 4.1940 |
| 4.244 | 1.6639 | 136900 | 4.1863 | 0.0184 | 0.4428 | 0.5572 | 65.8508 | 11057618.9961 | 2640694 | 4.1874 |
| 4.2049 | 1.6651 | 137000 | 4.1949 | 0.0184 | 0.4406 | 0.5594 | 66.4213 | 11080398.1348 | 2640694 | 4.1960 |
| 4.3516 | 1.6664 | 137100 | 4.1841 | 0.0184 | 0.4430 | 0.5570 | 65.7079 | 11051883.6807 | 2640694 | 4.1852 |
| 3.9719 | 1.6676 | 137200 | 4.1990 | 0.0184 | 0.4414 | 0.5586 | 66.6935 | 11091200.4941 | 2640694 | 4.2001 |
| 4.1892 | 1.6688 | 137300 | 4.1897 | 0.0184 | 0.4424 | 0.5576 | 66.0762 | 11066644.4512 | 2640694 | 4.1908 |
| 4.3321 | 1.6700 | 137400 | 4.1904 | 0.0184 | 0.4411 | 0.5589 | 66.1242 | 11068560.2432 | 2640694 | 4.1915 |
| 4.3282 | 1.6712 | 137500 | 4.2090 | 0.0184 | 0.4381 | 0.5619 | 67.3635 | 11117596.1807 | 2640694 | 4.2101 |
| 4.3538 | 1.6724 | 137600 | 4.1882 | 0.0184 | 0.4437 | 0.5563 | 65.9763 | 11062648.8018 | 2640694 | 4.1893 |
| 3.957 | 1.6737 | 137700 | 4.1821 | 0.0184 | 0.4426 | 0.5574 | 65.5770 | 11046615.5127 | 2640694 | 4.1832 |
| 4.368 | 1.6749 | 137800 | 4.1943 | 0.0184 | 0.4410 | 0.5590 | 66.3803 | 11078767.4795 | 2640694 | 4.1954 |
| 4.35 | 1.6761 | 137900 | 4.1836 | 0.0184 | 0.4441 | 0.5559 | 65.6735 | 11050499.9385 | 2640694 | 4.1847 |
| 4.2534 | 1.6773 | 138000 | 4.1886 | 0.0184 | 0.4428 | 0.5572 | 66.0061 | 11063839.6045 | 2640694 | 4.1897 |
| 4.2457 | 1.6785 | 138100 | 4.1963 | 0.0184 | 0.4407 | 0.5593 | 66.5152 | 11084127.9932 | 2640694 | 4.1974 |
| 4.3699 | 1.6797 | 138200 | 4.1889 | 0.0184 | 0.4432 | 0.5568 | 66.0209 | 11064433.6074 | 2640694 | 4.1900 |
| 4.058 | 1.6809 | 138300 | 4.1878 | 0.0184 | 0.4412 | 0.5588 | 65.9520 | 11061676.1396 | 2640694 | 4.1889 |
| 4.2842 | 1.6822 | 138400 | 4.1848 | 0.0184 | 0.4435 | 0.5565 | 65.7578 | 11053889.1865 | 2640694 | 4.1860 |
| 4.1678 | 1.6834 | 138500 | 4.1831 | 0.0184 | 0.4433 | 0.5567 | 65.6420 | 11049232.8555 | 2640694 | 4.1842 |
| 4.1447 | 1.6846 | 138600 | 4.1755 | 0.0184 | 0.4439 | 0.5561 | 65.1460 | 11029203.4004 | 2640694 | 4.1766 |
| 4.0958 | 1.6858 | 138700 | 4.1951 | 0.0184 | 0.4418 | 0.5582 | 66.4345 | 11080925.2754 | 2640694 | 4.1962 |
| 4.3779 | 1.6870 | 138800 | 4.1911 | 0.0184 | 0.4423 | 0.5577 | 66.1680 | 11070308.0820 | 2640694 | 4.1922 |
| 4.0547 | 1.6882 | 138900 | 4.1968 | 0.0184 | 0.4416 | 0.5584 | 66.5491 | 11085476.6357 | 2640694 | 4.1979 |
| 4.2529 | 1.6895 | 139000 | 4.1805 | 0.0184 | 0.4435 | 0.5565 | 65.4738 | 11042456.2725 | 2640694 | 4.1816 |
| 4.039 | 1.6907 | 139100 | 4.1849 | 0.0184 | 0.4433 | 0.5567 | 65.7599 | 11053974.0576 | 2640694 | 4.1860 |
| 4.2764 | 1.6919 | 139200 | 4.1969 | 0.0184 | 0.4416 | 0.5584 | 66.5497 | 11085499.4014 | 2640694 | 4.1979 |
| 4.3061 | 1.6931 | 139300 | 4.1876 | 0.0184 | 0.4428 | 0.5572 | 65.9352 | 11061000.6729 | 2640694 | 4.1887 |
| 3.9125 | 1.6943 | 139400 | 4.1927 | 0.0184 | 0.4409 | 0.5591 | 66.2727 | 11074486.0859 | 2640694 | 4.1938 |
| 3.8804 | 1.6955 | 139500 | 4.1958 | 0.0184 | 0.4417 | 0.5583 | 66.4820 | 11082812.0 | 2640694 | 4.1969 |
| 4.1794 | 1.6967 | 139600 | 4.1769 | 0.0184 | 0.4437 | 0.5563 | 65.2324 | 11032704.4531 | 2640694 | 4.1780 |
| 4.1334 | 1.6980 | 139700 | 4.1882 | 0.0184 | 0.4430 | 0.5570 | 65.9763 | 11062647.8955 | 2640694 | 4.1893 |
| 4.454 | 1.6992 | 139800 | 4.1864 | 0.0184 | 0.4416 | 0.5584 | 65.8583 | 11057921.1582 | 2640694 | 4.1875 |
| 4.1986 | 1.7004 | 139900 | 4.1887 | 0.0184 | 0.4426 | 0.5574 | 66.0084 | 11063930.2715 | 2640694 | 4.1898 |
| 4.173 | 1.7016 | 140000 | 4.1964 | 0.0184 | 0.4411 | 0.5589 | 66.5190 | 11084279.4658 | 2640694 | 4.1975 |
| 4.2328 | 1.7028 | 140100 | 4.1838 | 0.0184 | 0.4423 | 0.5577 | 65.6880 | 11051084.0 | 2640694 | 4.1849 |
| 4.0621 | 1.7040 | 140200 | 4.1921 | 0.0184 | 0.4423 | 0.5577 | 66.2317 | 11072848.9883 | 2640694 | 4.1932 |
| 4.2316 | 1.7053 | 140300 | 4.1888 | 0.0184 | 0.4432 | 0.5568 | 66.0155 | 11064216.3398 | 2640694 | 4.1899 |
| 4.1525 | 1.7065 | 140400 | 4.1965 | 0.0184 | 0.4414 | 0.5586 | 66.5250 | 11084518.6855 | 2640694 | 4.1976 |
| 4.0969 | 1.7077 | 140500 | 4.1910 | 0.0184 | 0.4425 | 0.5575 | 66.1667 | 11070256.5781 | 2640694 | 4.1922 |
| 4.2141 | 1.7089 | 140600 | 4.1920 | 0.0184 | 0.4423 | 0.5577 | 66.2241 | 11072548.3447 | 2640694 | 4.1930 |
| 4.0679 | 1.7101 | 140700 | 4.1886 | 0.0184 | 0.4424 | 0.5576 | 66.0069 | 11063873.3086 | 2640694 | 4.1898 |
| 4.1908 | 1.7113 | 140800 | 4.1965 | 0.0184 | 0.4415 | 0.5585 | 66.5297 | 11084703.2314 | 2640694 | 4.1976 |
| 4.2838 | 1.7125 | 140900 | 4.2016 | 0.0184 | 0.4409 | 0.5591 | 66.8640 | 11097939.9414 | 2640694 | 4.2027 |
| 4.2247 | 1.7138 | 141000 | 4.1801 | 0.0184 | 0.4433 | 0.5567 | 65.4405 | 11041113.0303 | 2640694 | 4.1811 |
| 4.2806 | 1.7150 | 141100 | 4.1965 | 0.0184 | 0.4416 | 0.5584 | 66.5280 | 11084635.9326 | 2640694 | 4.1976 |
| 4.2967 | 1.7162 | 141200 | 4.1839 | 0.0184 | 0.4426 | 0.5574 | 65.6934 | 11051301.1885 | 2640694 | 4.1850 |
| 4.1123 | 1.7174 | 141300 | 4.1943 | 0.0184 | 0.4402 | 0.5598 | 66.3798 | 11078748.3838 | 2640694 | 4.1954 |
| 4.2615 | 1.7186 | 141400 | 4.1916 | 0.0184 | 0.4424 | 0.5576 | 66.2028 | 11071699.1348 | 2640694 | 4.1927 |
| 4.2939 | 1.7198 | 141500 | 4.1847 | 0.0184 | 0.4425 | 0.5575 | 65.7471 | 11053456.2539 | 2640694 | 4.1858 |
| 4.2362 | 1.7211 | 141600 | 4.1844 | 0.0184 | 0.4425 | 0.5575 | 65.7272 | 11052657.3096 | 2640694 | 4.1855 |
| 4.1197 | 1.7223 | 141700 | 4.1833 | 0.0184 | 0.4431 | 0.5569 | 65.6536 | 11049700.8525 | 2640694 | 4.1844 |
| 4.01 | 1.7235 | 141800 | 4.1923 | 0.0184 | 0.4418 | 0.5582 | 66.2503 | 11073592.5703 | 2640694 | 4.1934 |
| 4.1129 | 1.7247 | 141900 | 4.1925 | 0.0184 | 0.4415 | 0.5585 | 66.2631 | 11074103.7344 | 2640694 | 4.1936 |
| 4.342 | 1.7259 | 142000 | 4.1839 | 0.0184 | 0.4419 | 0.5581 | 65.6944 | 11051341.2119 | 2640694 | 4.1850 |
| 4.1194 | 1.7271 | 142100 | 4.1896 | 0.0184 | 0.4428 | 0.5572 | 66.0702 | 11066403.4434 | 2640694 | 4.1907 |
| 4.168 | 1.7284 | 142200 | 4.1939 | 0.0184 | 0.4421 | 0.5579 | 66.3505 | 11077582.2285 | 2640694 | 4.1950 |
| 4.0692 | 1.7296 | 142300 | 4.1835 | 0.0184 | 0.4411 | 0.5589 | 65.6692 | 11050325.4756 | 2640694 | 4.1846 |
| 4.3053 | 1.7308 | 142400 | 4.1861 | 0.0184 | 0.4431 | 0.5569 | 65.8389 | 11057143.9268 | 2640694 | 4.1872 |
| 4.3107 | 1.7320 | 142500 | 4.1805 | 0.0184 | 0.4442 | 0.5558 | 65.4697 | 11042291.7959 | 2640694 | 4.1816 |
| 4.2329 | 1.7332 | 142600 | 4.1855 | 0.0184 | 0.4427 | 0.5573 | 65.7978 | 11055492.6494 | 2640694 | 4.1866 |
| 4.2299 | 1.7344 | 142700 | 4.1857 | 0.0184 | 0.4423 | 0.5577 | 65.8118 | 11056057.3691 | 2640694 | 4.1868 |
| 4.2014 | 1.7356 | 142800 | 4.1882 | 0.0184 | 0.4413 | 0.5587 | 65.9796 | 11062779.2510 | 2640694 | 4.1893 |
| 4.1628 | 1.7369 | 142900 | 4.1838 | 0.0184 | 0.4426 | 0.5574 | 65.6881 | 11051086.2822 | 2640694 | 4.1849 |
| 4.368 | 1.7381 | 143000 | 4.1925 | 0.0184 | 0.4410 | 0.5590 | 66.2611 | 11074023.4707 | 2640694 | 4.1936 |
| 4.0314 | 1.7393 | 143100 | 4.1898 | 0.0184 | 0.4405 | 0.5595 | 66.0821 | 11066878.2559 | 2640694 | 4.1909 |
| 4.2993 | 1.7405 | 143200 | 4.1925 | 0.0184 | 0.4405 | 0.5595 | 66.2579 | 11073895.0459 | 2640694 | 4.1936 |
| 3.9635 | 1.7417 | 143300 | 4.1833 | 0.0184 | 0.4432 | 0.5568 | 65.6572 | 11049844.7178 | 2640694 | 4.1844 |
| 4.491 | 1.7429 | 143400 | 4.1934 | 0.0184 | 0.4423 | 0.5577 | 66.3233 | 11076498.9971 | 2640694 | 4.1945 |
| 4.1393 | 1.7442 | 143500 | 4.1940 | 0.0184 | 0.4422 | 0.5578 | 66.3633 | 11078090.5820 | 2640694 | 4.1951 |
| 4.4577 | 1.7454 | 143600 | 4.1903 | 0.0184 | 0.4417 | 0.5583 | 66.1181 | 11068318.1719 | 2640694 | 4.1914 |
| 4.2074 | 1.7466 | 143700 | 4.1784 | 0.0184 | 0.4434 | 0.5566 | 65.3329 | 11036769.6367 | 2640694 | 4.1795 |
| 4.0936 | 1.7478 | 143800 | 4.1789 | 0.0184 | 0.4440 | 0.5560 | 65.3639 | 11038023.1973 | 2640694 | 4.1800 |
| 4.1894 | 1.7490 | 143900 | 4.1874 | 0.0184 | 0.4424 | 0.5576 | 65.9236 | 11060536.8281 | 2640694 | 4.1885 |
| 4.2021 | 1.7502 | 144000 | 4.1882 | 0.0184 | 0.4416 | 0.5584 | 65.9797 | 11062784.3584 | 2640694 | 4.1893 |
| 4.22 | 1.7514 | 144100 | 4.1784 | 0.0184 | 0.4445 | 0.5555 | 65.3322 | 11036740.2637 | 2640694 | 4.1795 |
| 3.951 | 1.7527 | 144200 | 4.1853 | 0.0184 | 0.4430 | 0.5570 | 65.7819 | 11054856.3203 | 2640694 | 4.1863 |
| 3.9618 | 1.7539 | 144300 | 4.1883 | 0.0184 | 0.4436 | 0.5564 | 65.9844 | 11062973.0 | 2640694 | 4.1894 |
| 4.0764 | 1.7551 | 144400 | 4.1772 | 0.0184 | 0.4428 | 0.5572 | 65.2490 | 11033377.8047 | 2640694 | 4.1782 |
| 4.2468 | 1.7563 | 144500 | 4.1868 | 0.0184 | 0.4429 | 0.5571 | 65.8812 | 11058839.1523 | 2640694 | 4.1879 |
| 4.0352 | 1.7575 | 144600 | 4.1797 | 0.0184 | 0.4437 | 0.5563 | 65.4170 | 11040166.75 | 2640694 | 4.1808 |
| 4.1368 | 1.7587 | 144700 | 4.1866 | 0.0184 | 0.4429 | 0.5571 | 65.8702 | 11058398.8574 | 2640694 | 4.1877 |
| 4.016 | 1.7600 | 144800 | 4.1911 | 0.0184 | 0.4409 | 0.5591 | 66.1706 | 11070412.6846 | 2640694 | 4.1922 |
| 4.2956 | 1.7612 | 144900 | 4.1906 | 0.0184 | 0.4421 | 0.5579 | 66.1375 | 11069092.4795 | 2640694 | 4.1917 |
| 3.9884 | 1.7624 | 145000 | 4.1786 | 0.0184 | 0.4432 | 0.5568 | 65.3479 | 11037375.1738 | 2640694 | 4.1797 |
| 4.2747 | 1.7636 | 145100 | 4.1842 | 0.0184 | 0.4429 | 0.5571 | 65.7134 | 11052104.2764 | 2640694 | 4.1853 |
| 4.3295 | 1.7648 | 145200 | 4.1869 | 0.0184 | 0.4425 | 0.5575 | 65.8918 | 11059261.9922 | 2640694 | 4.1880 |
| 4.4975 | 1.7660 | 145300 | 4.1986 | 0.0184 | 0.4406 | 0.5594 | 66.6684 | 11090203.2842 | 2640694 | 4.1997 |
| 4.0873 | 1.7672 | 145400 | 4.1861 | 0.0184 | 0.4426 | 0.5574 | 65.8389 | 11057144.5332 | 2640694 | 4.1872 |
| 4.4274 | 1.7685 | 145500 | 4.1818 | 0.0184 | 0.4433 | 0.5567 | 65.5566 | 11045795.0586 | 2640694 | 4.1829 |
| 4.1854 | 1.7697 | 145600 | 4.1901 | 0.0184 | 0.4419 | 0.5581 | 66.1000 | 11067592.9736 | 2640694 | 4.1912 |
| 4.4601 | 1.7709 | 145700 | 4.1827 | 0.0184 | 0.4437 | 0.5563 | 65.6145 | 11048127.8428 | 2640694 | 4.1838 |
| 4.3916 | 1.7721 | 145800 | 4.1861 | 0.0184 | 0.4424 | 0.5576 | 65.8404 | 11057200.9404 | 2640694 | 4.1872 |
| 4.2403 | 1.7733 | 145900 | 4.1886 | 0.0184 | 0.4432 | 0.5568 | 66.0067 | 11063864.8818 | 2640694 | 4.1898 |
| 3.8583 | 1.7745 | 146000 | 4.1779 | 0.0184 | 0.4439 | 0.5561 | 65.2982 | 11035368.375 | 2640694 | 4.1790 |
| 4.128 | 1.7758 | 146100 | 4.1801 | 0.0184 | 0.4437 | 0.5563 | 65.4462 | 11041345.1621 | 2640694 | 4.1812 |
| 4.2057 | 1.7770 | 146200 | 4.1889 | 0.0184 | 0.4411 | 0.5589 | 66.0214 | 11064450.8740 | 2640694 | 4.1900 |
| 4.0966 | 1.7782 | 146300 | 4.1843 | 0.0184 | 0.4422 | 0.5578 | 65.7194 | 11052344.6035 | 2640694 | 4.1854 |
| 4.0762 | 1.7794 | 146400 | 4.1821 | 0.0184 | 0.4429 | 0.5571 | 65.5774 | 11046633.7227 | 2640694 | 4.1832 |
| 4.3046 | 1.7806 | 146500 | 4.1900 | 0.0184 | 0.4413 | 0.5587 | 66.0943 | 11067366.8896 | 2640694 | 4.1911 |
| 4.1377 | 1.7818 | 146600 | 4.1851 | 0.0184 | 0.4417 | 0.5583 | 65.7736 | 11054521.5996 | 2640694 | 4.1862 |
| 4.2271 | 1.7830 | 146700 | 4.1842 | 0.0184 | 0.4416 | 0.5584 | 65.7134 | 11052103.9893 | 2640694 | 4.1853 |
| 4.1115 | 1.7843 | 146800 | 4.1906 | 0.0184 | 0.4415 | 0.5585 | 66.1392 | 11069160.0117 | 2640694 | 4.1918 |
Framework versions
- PEFT 0.15.2
- Transformers 4.51.3
- Pytorch 2.6.0+cu124
- Datasets 3.5.0
- Tokenizers 0.21.1
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Model tree for donoway/TinyStoriesV2_Llama-3.2-1B-g4pg8qwk
Base model
meta-llama/Llama-3.2-1B