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donoway/TinyStoriesV2_Llama-3.2-1B-g4pg8qwk
TinyStoriesV2_Llama-3.2-1B-g4pg8qwk is a machine learning model from donoway. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as llama3.2.
should probably proofread and complete it, then remove this comment. --
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.json17.3 MB · 90%
From the Hugging Face model README
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:
More information needed
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More information needed
The following hyperparameters were used during training:
| 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 |
The model card is truncated. Read the rest on Hugging Face.