cd /AstroCode/EMC2/Bayes-Image-Analysis_dvd_060818/ ## First copy simulated photons to "cnt.txt" and exepcted counts from phys model convolved with exposure*IntTime to "bkg.txt": cp ../PoisDatonPaddedIntTime539.X.060612.txt cnt.txt cp ../ModelDataPaddedIntTime539.0.060529.txt bkg.txt cp map_ex1.txt map.txt cat run-bayes-image-analysis.sh > do_emc2c1_PoisDatonPaddedIntTime539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060822b.log echo "Using starting src of:" >> do_emc2c1_PoisDatonPaddedIntTime539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060822b.log cat src.txt >> do_emc2c1_PoisDatonPaddedIntTime539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060822b.log echo "Using PSF of:" >> do_emc2c1_PoisDatonPaddedIntTime539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060822b.log cat psf.txt >> do_emc2c1_PoisDatonPaddedIntTime539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060822b.log ##alanna-connors-ibook-g4:/AstroCode/EMC2C1/Bayes-Image-Analysis_dvd_060525 avconnors$ more bayes-image-analysis-sqrt.r r --vanilla <> do_emc2c1_PoisDatonPaddedIntTime539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060822b.log ## ##### Wrapper functions for C functions ## dyn.load( "bayes-image-analysis-060818.1.so" ) img <<- function(){ .C("bayes_image_analysis", map=double(1)) } run <- function(){ img() mcmc.sample <<- array(scan("output.txt"), c(128, 128,)) mcmc.mean <<- apply(mcmc.sample, c(1,2), mean) mcmc.lgmean <<- apply(log(mcmc.sample), c(1,2), mean) image(mcmc.lgmean, main = " Posterior Mean, Log Scale") } movie <- function(x = mcmc.sample){ m <- length(x[1,1,]) k <- 0 for(i in 1:m){ image(log(x[,,i]), main="logscale movie") for(j in 1:100000) k<- k+1 } } # Now just type: run() movie(mcmc.sample) n EOF cp output.txt do_emc2c1_PoisDatonPaddedIntTime539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060822b.output.txt ### mv dump.txt do_emc2c1_PoisDatonPaddedIntTime539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060822b.dump.txt ### cp Rplots.ps do_emc2c1_PoisDatonPaddedIntTime539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060822b.plotmean.ps Using starting src of: 1.e+4 Using PSF of: 1 R : Copyright 2006, The R Foundation for Statistical Computing Version 2.3.1 (2006-06-01) ISBN 3-900051-07-0 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. Natural language support but running in an English locale R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > ## > ##### Wrapper functions for C functions > ## > dyn.load( "bayes-image-analysis-060818.1.so" ) > > img <<- function(){ + .C("bayes_image_analysis", + map=double(1)) + } > > run <- function(){ + img() + mcmc.sample <<- array(scan("output.txt"), c(128, 128,)) + mcmc.mean <<- apply(mcmc.sample, c(1,2), mean) + mcmc.lgmean <<- apply(log(mcmc.sample), c(1,2), mean) + image(mcmc.lgmean, main = " Posterior Mean, Log Scale") + } > > movie <- function(x = mcmc.sample){ + m <- length(x[1,1,]) + k <- 0 + for(i in 1:m){ + image(log(x[,,i]), main="logscale movie") + for(j in 1:100000) k<- k+1 + } + } > > # Now just type: > run() Code will run in posterior sampling mode. A scale parameter will be fit to the bkg model. The total number of Gibbs draws is 1000, every 10th draws will be saved. The model will be fit using the Multi Scale Prior. The data matrix is 128 by 128. The data file should contain a 2^7 by 2^7 matrix of counts. Starting Values for the smoothing parameter (alpha): Aggregation Level: 0, alpha: 3 (Full Data) Aggregation Level: 1, alpha: 4 Aggregation Level: 2, alpha: 5 Aggregation Level: 3, alpha: 6 Aggregation Level: 4, alpha: 7 Aggregation Level: 5, alpha: 8 Aggregation Level: 6, alpha: 10 (In the 2x2 table) The prior distribution on the total count from the multiscape component is Gamma(1.000000, 0.050000). The hyper-prior smoothing parameter (kappa 2) is 100. ITERATION NUMBER 1. Current Log-Posterior: -1.71994e+08 Smoothing Hyper-parameters: 1.147206 1.018221 0.782247 0.487658 0.200131 0.285191 0.164391 Expected Total MS Cnt: 12503.6 Backgound Scale: 0.00158252. ITERATION NUMBER 2. Current Log-Posterior: 7347.96 Step Size: 172001258.9 Smoothing Hyper-parameters: 1.172627 0.991376 0.787417 0.541164 0.453908 0.190285 0.216078 Expected Total MS Cnt: 12681.5 Backgound Scale: 0.00146223. ITERATION NUMBER 3. Current Log-Posterior: 6872.95 Step Size: -475.0139144 Smoothing Hyper-parameters: 1.107724 1.020472 0.828395 0.491363 0.391444 0.164778 0.137289 Expected Total MS Cnt: 12564.2 Backgound Scale: 0.000944163. ITERATION NUMBER 4. Current Log-Posterior: 8343.94 Step Size: 1470.986904 Smoothing Hyper-parameters: 1.155681 0.990642 0.795954 0.520581 0.264734 0.382064 0.284634 Expected Total MS Cnt: 12587.3 Backgound Scale: 0.000719154. ITERATION NUMBER 5. Current Log-Posterior: 7307.72 Step Size: -1036.212948 Smoothing Hyper-parameters: 1.120162 0.935613 0.784020 0.518122 0.341146 0.293578 0.229862 Expected Total MS Cnt: 12576.3 Backgound Scale: 0.000536583. ITERATION NUMBER 6. Current Log-Posterior: 8693.69 Step Size: 1385.963213 Smoothing Hyper-parameters: 1.105144 0.984325 0.744921 0.545112 0.337241 0.208498 0.173103 Expected Total MS Cnt: 12606.8 Backgound Scale: 0.000441845. ITERATION NUMBER 7. Current Log-Posterior: 8862.23 Step Size: 168.5405526 Smoothing Hyper-parameters: 1.201991 0.958814 0.777526 0.570531 0.275211 0.271846 0.138952 Expected Total MS Cnt: 12678.3 Backgound Scale: 0.00197669. ITERATION NUMBER 8. Current Log-Posterior: 6173.99 Step Size: -2688.238357 Smoothing Hyper-parameters: 1.192804 1.053788 0.752824 0.583808 0.298708 0.256847 0.217369 Expected Total MS Cnt: 12599.9 Backgound Scale: 0.00227737. ITERATION NUMBER 9. Current Log-Posterior: 5868.37 Step Size: -305.6137597 Smoothing Hyper-parameters: 1.167869 0.986916 0.797723 0.542221 0.340326 0.329293 0.186887 Expected Total MS Cnt: 12406.9 Backgound Scale: 0.00315635. ITERATION NUMBER 10. Current Log-Posterior: 6996.12 Step Size: 1127.747308 Smoothing Hyper-parameters: 1.132538 1.000038 0.759055 0.500856 0.288016 0.198425 0.176620 Expected Total MS Cnt: 12414.1 Backgound Scale: 0.0036437. ITERATION NUMBER 11. Current Log-Posterior: 8013.3 Step Size: 1017.178608 Smoothing Hyper-parameters: 1.172622 0.970477 0.779138 0.546828 0.344382 0.266320 0.269657 Expected Total MS Cnt: 12706.9 Backgound Scale: 0.00382111. ITERATION NUMBER 12. Current Log-Posterior: 6914.7 Step Size: -1098.605424 Smoothing Hyper-parameters: 1.116096 0.963779 0.768257 0.562246 0.390290 0.255739 0.108101 Expected Total MS Cnt: 12564.5 Backgound Scale: 0.00483527. ITERATION NUMBER 13. Current Log-Posterior: 8694.65 Step Size: 1779.956289 Smoothing Hyper-parameters: 1.179375 1.008116 0.745621 0.549930 0.465594 0.179749 0.174971 Expected Total MS Cnt: 12606.7 Backgound Scale: 0.00618355. ITERATION NUMBER 14. Current Log-Posterior: 6594.83 Step Size: -2099.820657 Smoothing Hyper-parameters: 1.176558 1.029759 0.785742 0.588082 0.448923 0.255300 0.119593 Expected Total MS Cnt: 12278.4 Backgound Scale: 0.00850321. ITERATION NUMBER 15. Current Log-Posterior: 6468.48 Step Size: -126.3535343 Smoothing Hyper-parameters: 1.137090 0.946679 0.757860 0.534153 0.286619 0.189494 0.296768 Expected Total MS Cnt: 12501 Backgound Scale: 0.0119639. ITERATION NUMBER 16. Current Log-Posterior: 8227.49 Step Size: 1759.011463 Smoothing Hyper-parameters: 1.125037 0.997172 0.857962 0.578562 0.357318 0.162050 0.237009 Expected Total MS Cnt: 12469.9 Backgound Scale: 0.0122453. ITERATION NUMBER 17. Current Log-Posterior: 7964.12 Step Size: -263.3681808 Smoothing Hyper-parameters: 1.156507 0.997354 0.767231 0.563710 0.356106 0.275707 0.275185 Expected Total MS Cnt: 12432 Backgound Scale: 0.0139781. ITERATION NUMBER 18. Current Log-Posterior: 7252.06 Step Size: -712.0638789 Smoothing Hyper-parameters: 1.150677 0.957877 0.765022 0.530567 0.343808 0.226061 0.203977 Expected Total MS Cnt: 12404.9 Backgound Scale: 0.0193267. ITERATION NUMBER 19. Current Log-Posterior: 7713.93 Step Size: 461.8734617 Smoothing Hyper-parameters: 1.151065 1.034065 0.796069 0.582436 0.292359 0.195651 0.252430 Expected Total MS Cnt: 12182 Backgound Scale: 0.027225. ITERATION NUMBER 20. Current Log-Posterior: 7054.45 Step Size: -659.478639 Smoothing Hyper-parameters: 1.134124 0.982990 0.787333 0.583269 0.308291 0.267052 0.134087 Expected Total MS Cnt: 12347.9 Backgound Scale: 0.032174. ITERATION NUMBER 21. Current Log-Posterior: 7871.74 Step Size: 817.2885469 Smoothing Hyper-parameters: 1.142551 0.983279 0.777398 0.532818 0.421856 0.131771 0.122854 Expected Total MS Cnt: 12078.4 Backgound Scale: 0.0397694. ITERATION NUMBER 22. Current Log-Posterior: 7794.01 Step Size: -77.73391521 Smoothing Hyper-parameters: 1.120814 0.966964 0.841316 0.524986 0.385201 0.187801 0.212715 Expected Total MS Cnt: 11940.7 Backgound Scale: 0.0498994. ITERATION NUMBER 23. Current Log-Posterior: 8361.49 Step Size: 567.4839693 Smoothing Hyper-parameters: 1.098440 1.004891 0.839969 0.534020 0.371933 0.243752 0.259357 Expected Total MS Cnt: 11709.2 Backgound Scale: 0.0600785. ITERATION NUMBER 24. Current Log-Posterior: 8630.25 Step Size: 268.7589455 Smoothing Hyper-parameters: 1.060361 0.927473 0.755793 0.505972 0.395680 0.158865 0.223184 Expected Total MS Cnt: 11725.3 Backgound Scale: 0.0676535. ITERATION NUMBER 25. Current Log-Posterior: 10521.8 Step Size: 1891.59977 Smoothing Hyper-parameters: 1.094568 0.977377 0.746742 0.537357 0.397975 0.221438 0.146311 Expected Total MS Cnt: 11408.8 Backgound Scale: 0.0819577. ITERATION NUMBER 26. Current Log-Posterior: 9129.1 Step Size: -1392.751207 Smoothing Hyper-parameters: 1.081573 0.996837 0.783028 0.497765 0.272655 0.169000 0.163864 Expected Total MS Cnt: 11412.4 Backgound Scale: 0.105253. ITERATION NUMBER 27. Current Log-Posterior: 9439.88 Step Size: 310.7827247 Smoothing Hyper-parameters: 1.107468 0.978495 0.761041 0.602444 0.395332 0.243439 0.154254 Expected Total MS Cnt: 11071.7 Backgound Scale: 0.121592. ITERATION NUMBER 28. Current Log-Posterior: 8709.1 Step Size: -730.7853124 Smoothing Hyper-parameters: 0.994186 1.007551 0.797054 0.505427 0.351097 0.153570 0.346057 Expected Total MS Cnt: 10855 Backgound Scale: 0.135834. ITERATION NUMBER 29. Current Log-Posterior: 11822.3 Step Size: 3113.180093 Smoothing Hyper-parameters: 1.056491 0.938877 0.766355 0.538389 0.348787 0.301031 0.179680 Expected Total MS Cnt: 10470.8 Backgound Scale: 0.160929. ITERATION NUMBER 30. Current Log-Posterior: 10505.2 Step Size: -1317.054097 Smoothing Hyper-parameters: 1.035289 0.856878 0.773142 0.599124 0.422748 0.184005 0.166651 Expected Total MS Cnt: 10180 Backgound Scale: 0.188062. ITERATION NUMBER 31. Current Log-Posterior: 11708.8 Step Size: 1203.56565 Smoothing Hyper-parameters: 1.045101 0.946797 0.746698 0.528068 0.375549 0.286767 0.132164 Expected Total MS Cnt: 9830.14 Backgound Scale: 0.218231. ITERATION NUMBER 32. Current Log-Posterior: 10807.8 Step Size: -900.961794 Smoothing Hyper-parameters: 0.943120 0.876241 0.745507 0.567932 0.355906 0.211384 0.260063 Expected Total MS Cnt: 9491.32 Backgound Scale: 0.237831. ITERATION NUMBER 33. Current Log-Posterior: 14363 Step Size: 3555.221481 Smoothing Hyper-parameters: 0.994033 0.861605 0.726780 0.457276 0.286313 0.188429 0.242523 Expected Total MS Cnt: 9083.56 Backgound Scale: 0.271416. ITERATION NUMBER 34. Current Log-Posterior: 13159.1 Step Size: -1203.917158 Smoothing Hyper-parameters: 0.985573 0.927962 0.745327 0.574283 0.399442 0.231384 0.190629 Expected Total MS Cnt: 8653.97 Backgound Scale: 0.308122. ITERATION NUMBER 35. Current Log-Posterior: 12724.5 Step Size: -434.6615293 Smoothing Hyper-parameters: 0.891910 0.818217 0.743406 0.551014 0.357995 0.218939 0.253560 Expected Total MS Cnt: 8172.75 Backgound Scale: 0.348227. ITERATION NUMBER 36. Current Log-Posterior: 16550.4 Step Size: 3825.909017 Smoothing Hyper-parameters: 0.870998 0.872252 0.659010 0.578066 0.294393 0.245286 0.120753 Expected Total MS Cnt: 7796.96 Backgound Scale: 0.388092. ITERATION NUMBER 37. Current Log-Posterior: 16955.4 Step Size: 404.9809507 Smoothing Hyper-parameters: 0.830246 0.867069 0.711716 0.488212 0.368793 0.304456 0.138902 Expected Total MS Cnt: 7180.52 Backgound Scale: 0.43272. ITERATION NUMBER 38. Current Log-Posterior: 18287.7 Step Size: 1332.326463 Smoothing Hyper-parameters: 0.819088 0.811191 0.706817 0.598437 0.303162 0.158006 0.200066 Expected Total MS Cnt: 6661.93 Backgound Scale: 0.478705. ITERATION NUMBER 39. Current Log-Posterior: 19099.7 Step Size: 811.9785053 Smoothing Hyper-parameters: 0.769836 0.799167 0.710468 0.554135 0.311623 0.248275 0.251897 Expected Total MS Cnt: 6181.59 Backgound Scale: 0.503762. ITERATION NUMBER 40. Current Log-Posterior: 20878 Step Size: 1778.357759 Smoothing Hyper-parameters: 0.763666 0.758376 0.560488 0.518064 0.306623 0.325034 0.275779 Expected Total MS Cnt: 5787.58 Backgound Scale: 0.548577. ITERATION NUMBER 41. Current Log-Posterior: 21858.5 Step Size: 980.4785905 Smoothing Hyper-parameters: 0.652173 0.740597 0.618337 0.462424 0.393232 0.253416 0.259294 Expected Total MS Cnt: 5249.41 Backgound Scale: 0.581821. ITERATION NUMBER 42. Current Log-Posterior: 26106.4 Step Size: 4247.893665 Smoothing Hyper-parameters: 0.755220 0.684888 0.635148 0.498834 0.333738 0.320171 0.175896 Expected Total MS Cnt: 4996.33 Backgound Scale: 0.602094. ITERATION NUMBER 43. Current Log-Posterior: 22669.6 Step Size: -3436.746707 Smoothing Hyper-parameters: 0.722403 0.732463 0.619252 0.455616 0.383066 0.170723 0.236901 Expected Total MS Cnt: 4540.89 Backgound Scale: 0.647451. ITERATION NUMBER 44. Current Log-Posterior: 23630.9 Step Size: 961.2890288 Smoothing Hyper-parameters: 0.755111 0.694353 0.579721 0.497681 0.356634 0.280327 0.144533 Expected Total MS Cnt: 4159.08 Backgound Scale: 0.665706. ITERATION NUMBER 45. Current Log-Posterior: 22738.7 Step Size: -892.2056171 Smoothing Hyper-parameters: 0.687618 0.702064 0.638719 0.496386 0.271711 0.237590 0.226043 Expected Total MS Cnt: 3781.35 Backgound Scale: 0.697846. ITERATION NUMBER 46. Current Log-Posterior: 25140.4 Step Size: 2401.650683 Smoothing Hyper-parameters: 0.607342 0.569628 0.569117 0.578506 0.318319 0.303221 0.107151 Expected Total MS Cnt: 3398.85 Backgound Scale: 0.743899. ITERATION NUMBER 47. Current Log-Posterior: 30045.2 Step Size: 4904.859816 Smoothing Hyper-parameters: 0.514689 0.704366 0.522292 0.522103 0.394157 0.192193 0.270703 Expected Total MS Cnt: 3078.69 Backgound Scale: 0.752631. ITERATION NUMBER 48. Current Log-Posterior: 33396.1 Step Size: 3350.814312 Smoothing Hyper-parameters: 0.576613 0.682012 0.600549 0.454235 0.314309 0.128412 0.148677 Expected Total MS Cnt: 2792.71 Backgound Scale: 0.760064. ITERATION NUMBER 49. Current Log-Posterior: 30344.9 Step Size: -3051.139229 Smoothing Hyper-parameters: 0.538559 0.708382 0.620997 0.439855 0.409630 0.301216 0.161216 Expected Total MS Cnt: 2636.11 Backgound Scale: 0.79395. ITERATION NUMBER 50. Current Log-Posterior: 31946.9 Step Size: 1602.01455 Smoothing Hyper-parameters: 0.435601 0.616815 0.560244 0.493465 0.359031 0.169081 0.176173 Expected Total MS Cnt: 2369.59 Backgound Scale: 0.802445. ITERATION NUMBER 51. Current Log-Posterior: 39515.6 Step Size: 7568.648641 Smoothing Hyper-parameters: 0.423214 0.621655 0.585631 0.446645 0.250748 0.242117 0.183885 Expected Total MS Cnt: 2225.29 Backgound Scale: 0.827594. ITERATION NUMBER 52. Current Log-Posterior: 40273.7 Step Size: 758.1542823 Smoothing Hyper-parameters: 0.435862 0.527641 0.477659 0.425144 0.357530 0.213192 0.232901 Expected Total MS Cnt: 2047.89 Backgound Scale: 0.835079. ITERATION NUMBER 53. Current Log-Posterior: 40780.8 Step Size: 507.0179391 Smoothing Hyper-parameters: 0.368575 0.494830 0.520316 0.469674 0.405863 0.151164 0.227486 Expected Total MS Cnt: 1779.69 Backgound Scale: 0.865821. ITERATION NUMBER 54. Current Log-Posterior: 46405.3 Step Size: 5624.507939 Smoothing Hyper-parameters: 0.325390 0.471538 0.516556 0.395738 0.343220 0.238573 0.119509 Expected Total MS Cnt: 1655.11 Backgound Scale: 0.874468. ITERATION NUMBER 55. Current Log-Posterior: 51519.9 Step Size: 5114.627573 Smoothing Hyper-parameters: 0.265472 0.577936 0.449099 0.458499 0.428381 0.159583 0.288256 Expected Total MS Cnt: 1503.07 Backgound Scale: 0.898632. ITERATION NUMBER 56. Current Log-Posterior: 58804.3 Step Size: 7284.455171 Smoothing Hyper-parameters: 0.311821 0.457186 0.505013 0.502953 0.370791 0.189013 0.241443 Expected Total MS Cnt: 1396.37 Backgound Scale: 0.885865. ITERATION NUMBER 57. Current Log-Posterior: 53282.6 Step Size: -5521.727462 Smoothing Hyper-parameters: 0.345862 0.381945 0.486551 0.453655 0.439629 0.245655 0.149599 Expected Total MS Cnt: 1277.21 Backgound Scale: 0.903835. ITERATION NUMBER 58. Current Log-Posterior: 51032.2 Step Size: -2250.390036 Smoothing Hyper-parameters: 0.341511 0.366539 0.439928 0.425331 0.309335 0.210097 0.239769 Expected Total MS Cnt: 1229.51 Backgound Scale: 0.895036. ITERATION NUMBER 59. Current Log-Posterior: 51955.1 Step Size: 922.897781 Smoothing Hyper-parameters: 0.240892 0.464453 0.485381 0.410996 0.452252 0.115922 0.070882 Expected Total MS Cnt: 1206.79 Backgound Scale: 0.894007. ITERATION NUMBER 60. Current Log-Posterior: 64967.8 Step Size: 13012.70931 Smoothing Hyper-parameters: 0.214993 0.438174 0.529590 0.375815 0.251773 0.293459 0.231299 Expected Total MS Cnt: 1159.71 Backgound Scale: 0.906856. ITERATION NUMBER 61. Current Log-Posterior: 70782.9 Step Size: 5815.115045 Smoothing Hyper-parameters: 0.188595 0.347278 0.491176 0.443679 0.389866 0.156047 0.159371 Expected Total MS Cnt: 1018.79 Backgound Scale: 0.908791. ITERATION NUMBER 62. Current Log-Posterior: 80304.6 Step Size: 9521.651428 Smoothing Hyper-parameters: 0.152896 0.479062 0.483703 0.383648 0.315255 0.285197 0.161990 Expected Total MS Cnt: 986.862 Backgound Scale: 0.932959. ITERATION NUMBER 63. Current Log-Posterior: 92834.3 Step Size: 12529.71678 Smoothing Hyper-parameters: 0.160113 0.430632 0.451217 0.382831 0.277613 0.188748 0.085666 Expected Total MS Cnt: 944.991 Backgound Scale: 0.942663. ITERATION NUMBER 64. Current Log-Posterior: 90495.4 Step Size: -2338.903459 Smoothing Hyper-parameters: 0.161290 0.392344 0.344512 0.370225 0.357238 0.370959 0.210786 Expected Total MS Cnt: 843.173 Backgound Scale: 0.954672. ITERATION NUMBER 65. Current Log-Posterior: 90542.6 Step Size: 47.17115708 Smoothing Hyper-parameters: 0.160912 0.313552 0.491837 0.428117 0.247698 0.254544 0.278643 Expected Total MS Cnt: 677.747 Backgound Scale: 0.94976. ITERATION NUMBER 66. Current Log-Posterior: 90920.7 Step Size: 378.1217603 Smoothing Hyper-parameters: 0.170076 0.334064 0.423903 0.354848 0.360769 0.321656 0.299023 Expected Total MS Cnt: 659.66 Backgound Scale: 0.939533. ITERATION NUMBER 67. Current Log-Posterior: 87995.8 Step Size: -2924.947244 Smoothing Hyper-parameters: 0.183143 0.255559 0.364342 0.413355 0.444750 0.271727 0.199102 Expected Total MS Cnt: 564.241 Backgound Scale: 0.972787. ITERATION NUMBER 68. Current Log-Posterior: 85380.4 Step Size: -2615.308439 Smoothing Hyper-parameters: 0.116640 0.316957 0.375596 0.376864 0.330228 0.185468 0.228883 Expected Total MS Cnt: 556.008 Backgound Scale: 0.957322. ITERATION NUMBER 69. Current Log-Posterior: 120764 Step Size: 35383.5355 Smoothing Hyper-parameters: 0.086842 0.285384 0.251119 0.427987 0.292410 0.246197 0.145124 Expected Total MS Cnt: 526.749 Backgound Scale: 0.961717. ITERATION NUMBER 70. Current Log-Posterior: 159847 Step Size: 39083.49146 Smoothing Hyper-parameters: 0.141094 0.179118 0.324595 0.345682 0.228973 0.237515 0.104738 Expected Total MS Cnt: 438.304 Backgound Scale: 0.960504. ITERATION NUMBER 71. Current Log-Posterior: 110469 Step Size: -49378.2889 Smoothing Hyper-parameters: 0.100040 0.153280 0.311086 0.386520 0.254291 0.165887 0.283388 Expected Total MS Cnt: 466.254 Backgound Scale: 0.975097. ITERATION NUMBER 72. Current Log-Posterior: 146731 Step Size: 36261.77951 Smoothing Hyper-parameters: 0.159143 0.249986 0.230714 0.319411 0.236621 0.286278 0.117630 Expected Total MS Cnt: 436.975 Backgound Scale: 0.962376. ITERATION NUMBER 73. Current Log-Posterior: 96694.3 Step Size: -50036.6473 Smoothing Hyper-parameters: 0.136020 0.376246 0.318779 0.346884 0.232954 0.195207 0.144479 Expected Total MS Cnt: 416.746 Backgound Scale: 0.975033. ITERATION NUMBER 74. Current Log-Posterior: 105531 Step Size: 8837.085357 Smoothing Hyper-parameters: 0.172735 0.311384 0.234668 0.234690 0.363130 0.115754 0.171821 Expected Total MS Cnt: 380.229 Backgound Scale: 0.969979. ITERATION NUMBER 75. Current Log-Posterior: 88826.6 Step Size: -16704.83607 Smoothing Hyper-parameters: 0.183342 0.271207 0.443906 0.216159 0.351860 0.218119 0.214751 Expected Total MS Cnt: 382.132 Backgound Scale: 0.972449. ITERATION NUMBER 76. Current Log-Posterior: 85984.2 Step Size: -2842.366472 Smoothing Hyper-parameters: 0.169287 0.305541 0.342430 0.257565 0.179143 0.094590 0.228434 Expected Total MS Cnt: 354.633 Backgound Scale: 0.965742. ITERATION NUMBER 77. Current Log-Posterior: 90020.9 Step Size: 4036.735229 Smoothing Hyper-parameters: 0.235727 0.201978 0.429419 0.201907 0.229437 0.281401 0.134862 Expected Total MS Cnt: 330.769 Backgound Scale: 0.986196. ITERATION NUMBER 78. Current Log-Posterior: 75213.8 Step Size: -14807.115 Smoothing Hyper-parameters: 0.085116 0.307522 0.255161 0.213605 0.216827 0.294010 0.091501 Expected Total MS Cnt: 296.433 Backgound Scale: 0.983587. ITERATION NUMBER 79. Current Log-Posterior: 160254 Step Size: 85039.75077 Smoothing Hyper-parameters: 0.115552 0.222501 0.342954 0.221887 0.242144 0.194901 0.142812 Expected Total MS Cnt: 269.098 Backgound Scale: 0.990376. ITERATION NUMBER 80. Current Log-Posterior: 127063 Step Size: -33190.99921 Smoothing Hyper-parameters: 0.142682 0.303800 0.330801 0.279002 0.244213 0.251031 0.153458 Expected Total MS Cnt: 236.976 Backgound Scale: 0.978869. ITERATION NUMBER 81. Current Log-Posterior: 102733 Step Size: -24330.06961 Smoothing Hyper-parameters: 0.078254 0.337809 0.333595 0.231836 0.228574 0.174700 0.187477 Expected Total MS Cnt: 226.354 Backgound Scale: 0.963231. ITERATION NUMBER 82. Current Log-Posterior: 169966 Step Size: 67233.86812 Smoothing Hyper-parameters: 0.138856 0.222176 0.225312 0.131991 0.234317 0.193965 0.297133 Expected Total MS Cnt: 190.043 Backgound Scale: 0.98546. ITERATION NUMBER 83. Current Log-Posterior: 110653 Step Size: -59313.33574 Smoothing Hyper-parameters: 0.144628 0.268841 0.186388 0.212838 0.236300 0.188373 0.208485 Expected Total MS Cnt: 182.056 Backgound Scale: 0.98155. ITERATION NUMBER 84. Current Log-Posterior: 105826 Step Size: -4826.650959 Smoothing Hyper-parameters: 0.089482 0.317867 0.224474 0.123311 0.303664 0.142297 0.176247 Expected Total MS Cnt: 195.717 Backgound Scale: 0.998066. ITERATION NUMBER 85. Current Log-Posterior: 154115 Step Size: 48288.85875 Smoothing Hyper-parameters: 0.085801 0.108111 0.220145 0.128492 0.174182 0.087036 0.183206 Expected Total MS Cnt: 140.441 Backgound Scale: 0.99192. ITERATION NUMBER 86. Current Log-Posterior: 177821 Step Size: 23705.67415 Smoothing Hyper-parameters: 0.088453 0.127796 0.244797 0.095696 0.245293 0.276514 0.322108 Expected Total MS Cnt: 137.691 Backgound Scale: 0.98058. ITERATION NUMBER 87. Current Log-Posterior: 169206 Step Size: -8614.709168 Smoothing Hyper-parameters: 0.057626 0.092661 0.149711 0.094653 0.188251 0.233039 0.131588 Expected Total MS Cnt: 127.494 Backgound Scale: 0.986081. ITERATION NUMBER 88. Current Log-Posterior: 253968 Step Size: 84761.9814 Smoothing Hyper-parameters: 0.099501 0.187248 0.094811 0.219679 0.142674 0.175727 0.136074 Expected Total MS Cnt: 127.359 Backgound Scale: 0.982381. ITERATION NUMBER 89. Current Log-Posterior: 151040 Step Size: -102928.098 Smoothing Hyper-parameters: 0.133603 0.136453 0.201185 0.207879 0.113955 0.335631 0.260381 Expected Total MS Cnt: 106.973 Backgound Scale: 0.994697. ITERATION NUMBER 90. Current Log-Posterior: 123129 Step Size: -27911.03615 Smoothing Hyper-parameters: 0.067455 0.142979 0.262699 0.390659 0.163990 0.146169 0.159053 Expected Total MS Cnt: 106.22 Backgound Scale: 0.985874. ITERATION NUMBER 91. Current Log-Posterior: 209119 Step Size: 85990.27623 Smoothing Hyper-parameters: 0.049885 0.167125 0.203908 0.178751 0.245324 0.096417 0.138796 Expected Total MS Cnt: 95.8286 Backgound Scale: 0.996259. ITERATION NUMBER 92. Current Log-Posterior: 270072 Step Size: 60953.14648 Smoothing Hyper-parameters: 0.116953 0.134171 0.273981 0.030988 0.182606 0.243546 0.144927 Expected Total MS Cnt: 77.1948 Backgound Scale: 0.989794. ITERATION NUMBER 93. Current Log-Posterior: 140169 Step Size: -129903.3569 Smoothing Hyper-parameters: 0.054348 0.117292 0.099620 0.165139 0.239547 0.141040 0.215264 Expected Total MS Cnt: 89.9323 Backgound Scale: 1.00259. ITERATION NUMBER 94. Current Log-Posterior: 259295 Step Size: 119125.9929 Smoothing Hyper-parameters: 0.137189 0.099852 0.078314 0.215176 0.292071 0.208423 0.236478 Expected Total MS Cnt: 86.649 Backgound Scale: 0.978816. ITERATION NUMBER 95. Current Log-Posterior: 132671 Step Size: -126624.4724 Smoothing Hyper-parameters: 0.064608 0.156823 0.157820 0.197479 0.202404 0.158532 0.282806 Expected Total MS Cnt: 105.989 Backgound Scale: 0.990126. ITERATION NUMBER 96. Current Log-Posterior: 216167 Step Size: 83496.58462 Smoothing Hyper-parameters: 0.047578 0.078661 0.223077 0.121391 0.230518 0.225581 0.053576 Expected Total MS Cnt: 116.159 Backgound Scale: 1.00295. ITERATION NUMBER 97. Current Log-Posterior: 298735 Step Size: 82567.69357 Smoothing Hyper-parameters: 0.122274 0.135240 0.179214 0.109302 0.288314 0.196813 0.138104 Expected Total MS Cnt: 95.655 Backgound Scale: 0.995862. ITERATION NUMBER 98. Current Log-Posterior: 132691 Step Size: -166043.8007 Smoothing Hyper-parameters: 0.064664 0.144909 0.124832 0.169249 0.099182 0.114274 0.173673 Expected Total MS Cnt: 103.637 Backgound Scale: 0.984317. ITERATION NUMBER 99. Current Log-Posterior: 218765 Step Size: 86074.25408 Smoothing Hyper-parameters: 0.151099 0.036947 0.234787 0.082121 0.294389 0.217276 0.079521 Expected Total MS Cnt: 106.237 Backgound Scale: 0.988773. ITERATION NUMBER 100. Current Log-Posterior: 172057 Step Size: -46708.3655 Smoothing Hyper-parameters: 0.163809 0.114962 0.055728 0.129533 0.145556 0.096093 0.124312 Expected Total MS Cnt: 111.18 Backgound Scale: 0.994134. ITERATION NUMBER 101. Current Log-Posterior: 119941 Step Size: -52116.44555 Smoothing Hyper-parameters: 0.089441 0.216768 0.176769 0.169795 0.288855 0.100042 0.114665 Expected Total MS Cnt: 95.1854 Backgound Scale: 0.98755. ITERATION NUMBER 102. Current Log-Posterior: 160216 Step Size: 40275.6164 Smoothing Hyper-parameters: 0.074893 0.190532 0.098952 0.279091 0.187760 0.196076 0.384594 Expected Total MS Cnt: 98.9298 Backgound Scale: 0.994727. ITERATION NUMBER 103. Current Log-Posterior: 190930 Step Size: 30713.75116 Smoothing Hyper-parameters: 0.069560 0.082105 0.232295 0.294514 0.112710 0.243274 0.093855 Expected Total MS Cnt: 127.948 Backgound Scale: 0.990348. ITERATION NUMBER 104. Current Log-Posterior: 214928 Step Size: 23997.73671 Smoothing Hyper-parameters: 0.080331 0.091935 0.161903 0.243651 0.124052 0.153075 0.139706 Expected Total MS Cnt: 111.707 Backgound Scale: 0.995702. ITERATION NUMBER 105. Current Log-Posterior: 194235 Step Size: -20693.07991 Smoothing Hyper-parameters: 0.088049 0.035058 0.167306 0.232563 0.274755 0.144905 0.314982 Expected Total MS Cnt: 93.1414 Backgound Scale: 0.989243. ITERATION NUMBER 106. Current Log-Posterior: 232720 Step Size: 38485.29133 Smoothing Hyper-parameters: 0.027805 0.196307 0.154222 0.164223 0.250282 0.129876 0.233314 Expected Total MS Cnt: 89.6308 Backgound Scale: 0.998915. ITERATION NUMBER 107. Current Log-Posterior: 467135 Step Size: 234415.3812 Smoothing Hyper-parameters: 0.060141 0.118113 0.158129 0.030693 0.228095 0.162678 0.088189 Expected Total MS Cnt: 87.8288 Backgound Scale: 0.99304. ITERATION NUMBER 108. Current Log-Posterior: 242782 Step Size: -224353.2114 Smoothing Hyper-parameters: 0.016701 0.063149 0.151769 0.136540 0.095314 0.228738 0.133768 Expected Total MS Cnt: 82.7085 Backgound Scale: 0.988196. ITERATION NUMBER 109. Current Log-Posterior: 786534 Step Size: 543752.0042 Smoothing Hyper-parameters: 0.126695 0.030303 0.085302 0.280612 0.080716 0.300793 0.179597 Expected Total MS Cnt: 80.1329 Backgound Scale: 0.983225. ITERATION NUMBER 110. Current Log-Posterior: 211046 Step Size: -575488.1007 Smoothing Hyper-parameters: 0.023805 0.016655 0.150503 0.113774 0.122373 0.104124 0.094579 Expected Total MS Cnt: 86.2483 Backgound Scale: 0.980102. ITERATION NUMBER 111. Current Log-Posterior: 703014 Step Size: 491967.5913 Smoothing Hyper-parameters: 0.009623 0.178913 0.068644 0.211011 0.175420 0.119069 0.137166 Expected Total MS Cnt: 73.6532 Backgound Scale: 0.989858. ITERATION NUMBER 112. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.044292 0.075617 0.120589 0.103958 0.148622 0.057127 0.304656 Expected Total MS Cnt: 62.6884 Backgound Scale: 0.990673. ITERATION NUMBER 113. Current Log-Posterior: 325759 Step Size: -inf Smoothing Hyper-parameters: 0.043618 0.140153 0.136324 0.112559 0.066992 0.317717 0.239354 Expected Total MS Cnt: 56.3267 Backgound Scale: 1.00339. ITERATION NUMBER 114. Current Log-Posterior: 307970 Step Size: -17788.8193 Smoothing Hyper-parameters: 0.071033 0.018809 0.278268 0.245404 0.200308 0.119415 0.223809 Expected Total MS Cnt: 92.6639 Backgound Scale: 0.995966. ITERATION NUMBER 115. Current Log-Posterior: 342733 Step Size: 34763.32823 Smoothing Hyper-parameters: 0.027130 0.046726 0.190702 0.131867 0.074323 0.202819 0.303962 Expected Total MS Cnt: 94.2563 Backgound Scale: 0.99487. ITERATION NUMBER 116. Current Log-Posterior: 516911 Step Size: 174178.2485 Smoothing Hyper-parameters: 0.161658 0.028574 0.068600 0.187140 0.183851 0.186704 0.230319 Expected Total MS Cnt: 66.9023 Backgound Scale: 1.00533. ITERATION NUMBER 117. Current Log-Posterior: 199972 Step Size: -316939.4955 Smoothing Hyper-parameters: 0.093828 0.206807 0.141642 0.158929 0.242712 0.173428 0.207076 Expected Total MS Cnt: 69.0432 Backgound Scale: 0.991014. ITERATION NUMBER 118. Current Log-Posterior: 153866 Step Size: -46105.68929 Smoothing Hyper-parameters: 0.085902 0.063366 0.195755 0.205719 0.091886 0.136192 0.215739 Expected Total MS Cnt: 68.6368 Backgound Scale: 0.992689. ITERATION NUMBER 119. Current Log-Posterior: 198755 Step Size: 44888.71033 Smoothing Hyper-parameters: 0.095287 0.186743 0.086366 0.251257 0.162334 0.189918 0.227526 Expected Total MS Cnt: 62.6613 Backgound Scale: 1.01458. ITERATION NUMBER 120. Current Log-Posterior: 158473 Step Size: -40281.82284 Smoothing Hyper-parameters: 0.048150 0.239861 0.017467 0.124664 0.157272 0.124572 0.128808 Expected Total MS Cnt: 67.9822 Backgound Scale: 0.993986. ITERATION NUMBER 121. Current Log-Posterior: 315100 Step Size: 156626.9423 Smoothing Hyper-parameters: 0.133931 0.108265 0.079551 0.082902 0.098844 0.167827 0.211573 Expected Total MS Cnt: 55.5636 Backgound Scale: 0.976191. ITERATION NUMBER 122. Current Log-Posterior: 134900 Step Size: -180200.0568 Smoothing Hyper-parameters: 0.035248 0.021446 0.167991 0.116820 0.102466 0.189784 0.090392 Expected Total MS Cnt: 53.7123 Backgound Scale: 0.996484. ITERATION NUMBER 123. Current Log-Posterior: 495820 Step Size: 360920.4549 Smoothing Hyper-parameters: 0.052008 0.030559 0.100032 0.146995 0.125515 0.195999 0.218064 Expected Total MS Cnt: 39.3841 Backgound Scale: 1.00136. ITERATION NUMBER 124. Current Log-Posterior: 343891 Step Size: -151929.3479 Smoothing Hyper-parameters: 0.136994 0.059176 0.040631 0.130818 0.304962 0.203439 0.127454 Expected Total MS Cnt: 51.0539 Backgound Scale: 1.00893. ITERATION NUMBER 125. Current Log-Posterior: 163121 Step Size: -180769.9349 Smoothing Hyper-parameters: 0.120299 0.073212 0.113746 0.109114 0.145114 0.042493 0.233553 Expected Total MS Cnt: 46.3737 Backgound Scale: 1.01028. ITERATION NUMBER 126. Current Log-Posterior: 156702 Step Size: -6419.053748 Smoothing Hyper-parameters: 0.035765 0.178771 0.071056 0.088121 0.219496 0.271555 0.201343 Expected Total MS Cnt: 48.8025 Backgound Scale: 0.987804. ITERATION NUMBER 127. Current Log-Posterior: 374669 Step Size: 217966.4515 Smoothing Hyper-parameters: 0.054109 0.043073 0.198949 0.124316 0.063130 0.232457 0.265092 Expected Total MS Cnt: 45.7107 Backgound Scale: 1.00015. ITERATION NUMBER 128. Current Log-Posterior: 307830 Step Size: -66838.38037 Smoothing Hyper-parameters: 0.058392 0.045825 0.132217 0.131442 0.115731 0.240177 0.317027 Expected Total MS Cnt: 45.2519 Backgound Scale: 1.00674. ITERATION NUMBER 129. Current Log-Posterior: 282542 Step Size: -25288.08965 Smoothing Hyper-parameters: 0.104756 0.139347 0.114995 0.143865 0.209718 0.161828 0.217689 Expected Total MS Cnt: 52.2713 Backgound Scale: 1.00062. ITERATION NUMBER 130. Current Log-Posterior: 147748 Step Size: -134793.9885 Smoothing Hyper-parameters: 0.082032 0.096417 0.205209 0.122829 0.135199 0.311502 0.236175 Expected Total MS Cnt: 40.4229 Backgound Scale: 1.00026. ITERATION NUMBER 131. Current Log-Posterior: 189352 Step Size: 41604.39285 Smoothing Hyper-parameters: 0.031779 0.179546 0.190523 0.133471 0.090624 0.100821 0.146918 Expected Total MS Cnt: 31.169 Backgound Scale: 1.0129. ITERATION NUMBER 132. Current Log-Posterior: 408633 Step Size: 219280.3289 Smoothing Hyper-parameters: 0.039188 0.176402 0.090111 0.120872 0.107583 0.077325 0.158536 Expected Total MS Cnt: 42.9872 Backgound Scale: 1.01088. ITERATION NUMBER 133. Current Log-Posterior: 340500 Step Size: -68133.10073 Smoothing Hyper-parameters: 0.024986 0.026177 0.259304 0.162930 0.174071 0.097662 0.157496 Expected Total MS Cnt: 38.4785 Backgound Scale: 1.00298. ITERATION NUMBER 134. Current Log-Posterior: 613024 Step Size: 272524.066 Smoothing Hyper-parameters: 0.039206 0.089212 0.177329 0.055753 0.137700 0.296568 0.135935 Expected Total MS Cnt: 37.8259 Backgound Scale: 0.996203. ITERATION NUMBER 135. Current Log-Posterior: 353251 Step Size: -259772.6812 Smoothing Hyper-parameters: 0.055379 0.085509 0.058732 0.060397 0.201132 0.096134 0.266857 Expected Total MS Cnt: 39.2646 Backgound Scale: 1.00019. ITERATION NUMBER 136. Current Log-Posterior: 275849 Step Size: -77402.40625 Smoothing Hyper-parameters: 0.057281 0.166688 0.142541 0.151126 0.025502 0.093423 0.273369 Expected Total MS Cnt: 36.4958 Backgound Scale: 0.994458. ITERATION NUMBER 137. Current Log-Posterior: 240932 Step Size: -34916.81596 Smoothing Hyper-parameters: 0.052050 0.018925 0.199229 0.168186 0.225316 0.203619 0.187458 Expected Total MS Cnt: 33.2224 Backgound Scale: 1.00568. ITERATION NUMBER 138. Current Log-Posterior: 400555 Step Size: 159623.3162 Smoothing Hyper-parameters: 0.036643 0.044675 0.229626 0.197563 0.251107 0.095642 0.094643 Expected Total MS Cnt: 25.1696 Backgound Scale: 0.986438. ITERATION NUMBER 139. Current Log-Posterior: 407691 Step Size: 7135.338656 Smoothing Hyper-parameters: 0.246420 0.041724 0.175706 0.189026 0.079871 0.148049 0.130347 Expected Total MS Cnt: 24.2008 Backgound Scale: 1.00332. ITERATION NUMBER 140. Current Log-Posterior: 134236 Step Size: -273454.0275 Smoothing Hyper-parameters: 0.147015 0.097450 0.086866 0.104067 0.132404 0.166486 0.165795 Expected Total MS Cnt: 23.2549 Backgound Scale: 1.01047. ITERATION NUMBER 141. Current Log-Posterior: 130051 Step Size: -4185.726487 Smoothing Hyper-parameters: 0.155016 0.168385 0.109103 0.161361 0.108337 0.166486 0.131474 Expected Total MS Cnt: 28.9618 Backgound Scale: 1.008. ITERATION NUMBER 142. Current Log-Posterior: 110068 Step Size: -19983.1369 Smoothing Hyper-parameters: 0.044828 0.118209 0.207264 0.181558 0.164271 0.122429 0.265663 Expected Total MS Cnt: 25.0486 Backgound Scale: 1.00201. ITERATION NUMBER 143. Current Log-Posterior: 302057 Step Size: 191989.2736 Smoothing Hyper-parameters: 0.026423 0.139398 0.133212 0.170885 0.171020 0.241735 0.296049 Expected Total MS Cnt: 29.6955 Backgound Scale: 0.991767. ITERATION NUMBER 144. Current Log-Posterior: 492218 Step Size: 190161.5065 Smoothing Hyper-parameters: 0.140418 0.189324 0.179394 0.152343 0.080715 0.190984 0.251657 Expected Total MS Cnt: 28.9924 Backgound Scale: 1.00576. ITERATION NUMBER 145. Current Log-Posterior: 112621 Step Size: -379597.204 Smoothing Hyper-parameters: 0.002617 0.140584 0.101064 0.224325 0.223027 0.281246 0.138761 Expected Total MS Cnt: 34.2544 Backgound Scale: 1.02122. ITERATION NUMBER 146. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.068372 0.220990 0.200624 0.162374 0.225287 0.269405 0.191149 Expected Total MS Cnt: 45.6125 Backgound Scale: 0.997614. ITERATION NUMBER 147. Current Log-Posterior: 195895 Step Size: -inf Smoothing Hyper-parameters: 0.085997 0.057046 0.118990 0.240168 0.202022 0.239622 0.135040 Expected Total MS Cnt: 39.437 Backgound Scale: 1.01467. ITERATION NUMBER 148. Current Log-Posterior: 205103 Step Size: 9207.817935 Smoothing Hyper-parameters: 0.088663 0.010971 0.069659 0.191621 0.187685 0.154448 0.321717 Expected Total MS Cnt: 32.0193 Backgound Scale: 1.004. ITERATION NUMBER 149. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.145443 0.174840 0.030259 0.139864 0.195893 0.308560 0.283464 Expected Total MS Cnt: 26.3471 Backgound Scale: 0.982213. ITERATION NUMBER 150. Current Log-Posterior: 132386 Step Size: -inf Smoothing Hyper-parameters: 0.145817 0.076570 0.140922 0.072353 0.180293 0.242737 0.200841 Expected Total MS Cnt: 28.1453 Backgound Scale: 0.994129. ITERATION NUMBER 151. Current Log-Posterior: 135290 Step Size: 2903.815347 Smoothing Hyper-parameters: 0.180001 0.142530 0.158923 0.191472 0.169186 0.123474 0.160892 Expected Total MS Cnt: 33.0134 Backgound Scale: 1.0217. ITERATION NUMBER 152. Current Log-Posterior: 99887.9 Step Size: -35401.76511 Smoothing Hyper-parameters: 0.207363 0.112562 0.083702 0.192910 0.194188 0.112812 0.159179 Expected Total MS Cnt: 30.1136 Backgound Scale: 0.998624. ITERATION NUMBER 153. Current Log-Posterior: 100341 Step Size: 452.9691712 Smoothing Hyper-parameters: 0.031926 0.103974 0.213123 0.180272 0.384709 0.140263 0.243160 Expected Total MS Cnt: 36.6222 Backgound Scale: 0.99855. ITERATION NUMBER 154. Current Log-Posterior: 415170 Step Size: 314828.6664 Smoothing Hyper-parameters: 0.079694 0.172461 0.176963 0.181807 0.184654 0.138122 0.250326 Expected Total MS Cnt: 24.5516 Backgound Scale: 1.00315. ITERATION NUMBER 155. Current Log-Posterior: 178653 Step Size: -236516.443 Smoothing Hyper-parameters: 0.067921 0.221183 0.048482 0.186994 0.260326 0.216935 0.114266 Expected Total MS Cnt: 21.8668 Backgound Scale: 0.992534. ITERATION NUMBER 156. Current Log-Posterior: 211352 Step Size: 32698.62784 Smoothing Hyper-parameters: 0.160365 0.092670 0.170791 0.160518 0.099275 0.160465 0.343159 Expected Total MS Cnt: 21.8753 Backgound Scale: 0.99534. ITERATION NUMBER 157. Current Log-Posterior: 118535 Step Size: -92816.54223 Smoothing Hyper-parameters: 0.164169 0.209025 0.180532 0.169493 0.228090 0.288739 0.239217 Expected Total MS Cnt: 25.0488 Backgound Scale: 1.00994. ITERATION NUMBER 158. Current Log-Posterior: 98953.4 Step Size: -19581.85888 Smoothing Hyper-parameters: 0.046696 0.111085 0.224240 0.271640 0.231719 0.302757 0.212801 Expected Total MS Cnt: 34.072 Backgound Scale: 1.00009. ITERATION NUMBER 159. Current Log-Posterior: 293166 Step Size: 194212.3627 Smoothing Hyper-parameters: 0.203369 0.194584 0.005803 0.321619 0.232427 0.185483 0.273535 Expected Total MS Cnt: 24.3956 Backgound Scale: 0.993676. ITERATION NUMBER 160. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.171210 0.161870 0.137872 0.228066 0.283420 0.136003 0.226015 Expected Total MS Cnt: 24.5853 Backgound Scale: 1.01286. ITERATION NUMBER 161. Current Log-Posterior: 101187 Step Size: -inf Smoothing Hyper-parameters: 0.198247 0.179588 0.156850 0.197318 0.275518 0.123435 0.278988 Expected Total MS Cnt: 18.9569 Backgound Scale: 0.99166. ITERATION NUMBER 162. Current Log-Posterior: 90169 Step Size: -11017.72542 Smoothing Hyper-parameters: 0.127190 0.125681 0.037424 0.277113 0.254262 0.178578 0.182144 Expected Total MS Cnt: 18.5718 Backgound Scale: 1.00987. ITERATION NUMBER 163. Current Log-Posterior: 145168 Step Size: 54999.44159 Smoothing Hyper-parameters: 0.204344 0.168517 0.160224 0.323784 0.159403 0.035947 0.163517 Expected Total MS Cnt: 11.583 Backgound Scale: 1.01936. ITERATION NUMBER 164. Current Log-Posterior: 89151.5 Step Size: -56016.97454 Smoothing Hyper-parameters: 0.141536 0.167831 0.102419 0.095878 0.142699 0.290347 0.227150 Expected Total MS Cnt: 7.25272 Backgound Scale: 0.998078. ITERATION NUMBER 165. Current Log-Posterior: 116489 Step Size: 27337.34708 Smoothing Hyper-parameters: 0.136873 0.267548 0.185493 0.227662 0.120141 0.261526 0.161302 Expected Total MS Cnt: 6.56544 Backgound Scale: 1.00907. ITERATION NUMBER 166. Current Log-Posterior: 109911 Step Size: -6578.235162 Smoothing Hyper-parameters: 0.194085 0.101375 0.236856 0.156538 0.170495 0.206827 0.154597 Expected Total MS Cnt: 1.46058 Backgound Scale: 0.996679. ITERATION NUMBER 167. Current Log-Posterior: 102403 Step Size: -7507.377213 Smoothing Hyper-parameters: 0.118964 0.246969 0.156128 0.166402 0.200716 0.219022 0.159054 Expected Total MS Cnt: 3.99682 Backgound Scale: 1.00559. ITERATION NUMBER 168. Current Log-Posterior: 125497 Step Size: 23093.50281 Smoothing Hyper-parameters: 0.171060 0.270668 0.101655 0.227591 0.120358 0.068272 0.164180 Expected Total MS Cnt: 6.65192 Backgound Scale: 0.982407. ITERATION NUMBER 169. Current Log-Posterior: 95341.5 Step Size: -30155.24224 Smoothing Hyper-parameters: 0.177497 0.254651 0.142342 0.226125 0.001063 0.158524 0.142651 Expected Total MS Cnt: 1.27162 Backgound Scale: 1.00743. ITERATION NUMBER 170. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.097121 0.146836 0.125750 0.234391 0.105776 0.189391 0.279204 Expected Total MS Cnt: 1.56616 Backgound Scale: 1.00423. ITERATION NUMBER 171. Current Log-Posterior: 157899 Step Size: -inf Smoothing Hyper-parameters: 0.245276 0.290603 0.219528 0.103958 0.084430 0.144326 0.127812 Expected Total MS Cnt: 8.15559 Backgound Scale: 0.989432. ITERATION NUMBER 172. Current Log-Posterior: 71887.7 Step Size: -86011.094 Smoothing Hyper-parameters: 0.082369 0.262756 0.109237 0.178043 0.221218 0.121511 0.203336 Expected Total MS Cnt: 1.91268 Backgound Scale: 1.00166. ITERATION NUMBER 173. Current Log-Posterior: 171747 Step Size: 99859.13622 Smoothing Hyper-parameters: 0.140362 0.278697 0.102174 0.158267 0.251850 0.087198 0.133236 Expected Total MS Cnt: 2.38385 Backgound Scale: 0.986874. ITERATION NUMBER 174. Current Log-Posterior: 111594 Step Size: -60152.51498 Smoothing Hyper-parameters: 0.258915 0.290166 0.021049 0.068691 0.212435 0.207029 0.073605 Expected Total MS Cnt: 6.26119 Backgound Scale: 1.00228. ITERATION NUMBER 175. Current Log-Posterior: 101992 Step Size: -9602.111547 Smoothing Hyper-parameters: 0.130286 0.189489 0.051824 0.042569 0.130233 0.269537 0.028166 Expected Total MS Cnt: 5.02066 Backgound Scale: 1.0129. ITERATION NUMBER 176. Current Log-Posterior: 133543 Step Size: 31550.81585 Smoothing Hyper-parameters: 0.392487 0.224767 0.053344 0.090211 0.215314 0.044882 0.108970 Expected Total MS Cnt: 13.6439 Backgound Scale: 1.00743. ITERATION NUMBER 177. Current Log-Posterior: 66274.4 Step Size: -67268.62524 Smoothing Hyper-parameters: 0.016808 0.027111 0.196663 0.216248 0.064504 0.173844 0.049416 Expected Total MS Cnt: 13.7685 Backgound Scale: 1.01986. ITERATION NUMBER 178. Current Log-Posterior: 841566 Step Size: 775291.3234 Smoothing Hyper-parameters: 0.186991 0.172982 0.342110 0.132127 0.090486 0.151074 0.018542 Expected Total MS Cnt: 11.8336 Backgound Scale: 0.999627. ITERATION NUMBER 179. Current Log-Posterior: 91543.3 Step Size: -750022.4207 Smoothing Hyper-parameters: 0.281518 0.062386 0.146633 0.055875 0.199948 0.085111 0.299221 Expected Total MS Cnt: 7.06629 Backgound Scale: 0.998099. ITERATION NUMBER 180. Current Log-Posterior: 106109 Step Size: 14566.07555 Smoothing Hyper-parameters: 0.165771 0.201527 0.037808 0.204911 0.074734 0.115765 0.224827 Expected Total MS Cnt: 16.2436 Backgound Scale: 0.998862. ITERATION NUMBER 181. Current Log-Posterior: 113458 Step Size: 7348.768382 Smoothing Hyper-parameters: 0.250102 0.071874 0.105462 0.030914 0.068875 0.038141 0.182682 Expected Total MS Cnt: 12.9519 Backgound Scale: 1.00392. ITERATION NUMBER 182. Current Log-Posterior: 111547 Step Size: -1910.710685 Smoothing Hyper-parameters: 0.032161 0.090173 0.086708 0.079957 0.187458 0.138561 0.256321 Expected Total MS Cnt: 12.5141 Backgound Scale: 0.985453. ITERATION NUMBER 183. Current Log-Posterior: 427954 Step Size: 316406.7524 Smoothing Hyper-parameters: 0.173947 0.038818 0.114472 0.187818 0.200319 0.120721 0.144481 Expected Total MS Cnt: 9.17651 Backgound Scale: 1.01123. ITERATION NUMBER 184. Current Log-Posterior: 157506 Step Size: -270448.5952 Smoothing Hyper-parameters: 0.083965 0.165362 0.143895 0.110240 0.143993 0.161059 0.206709 Expected Total MS Cnt: 11.3467 Backgound Scale: 0.998078. ITERATION NUMBER 185. Current Log-Posterior: 173229 Step Size: 15723.33999 Smoothing Hyper-parameters: 0.078075 0.104807 0.107989 0.110943 0.044165 0.120470 0.276546 Expected Total MS Cnt: 11.1113 Backgound Scale: 0.994884. ITERATION NUMBER 186. Current Log-Posterior: 196002 Step Size: 22773.00807 Smoothing Hyper-parameters: 0.098811 0.158054 0.231014 0.154827 0.168361 0.198815 0.224215 Expected Total MS Cnt: 5.97611 Backgound Scale: 0.986456. ITERATION NUMBER 187. Current Log-Posterior: 151483 Step Size: -44518.52229 Smoothing Hyper-parameters: 0.169993 0.241115 0.400729 0.200497 0.145438 0.124567 0.068149 Expected Total MS Cnt: 2.5782 Backgound Scale: 0.991469. ITERATION NUMBER 188. Current Log-Posterior: 93019.7 Step Size: -58463.69208 Smoothing Hyper-parameters: 0.259987 0.073234 0.171447 0.234081 0.100540 0.131858 0.219714 Expected Total MS Cnt: 1.23534 Backgound Scale: 1.00524. ITERATION NUMBER 189. Current Log-Posterior: 99525.7 Step Size: 6506.007768 Smoothing Hyper-parameters: 0.211225 0.097341 0.149151 0.237130 0.192322 0.194634 0.281512 Expected Total MS Cnt: 0.161012 Backgound Scale: 1.01297. ITERATION NUMBER 190. Current Log-Posterior: 100859 Step Size: 1333.742455 Smoothing Hyper-parameters: 0.261642 0.251608 0.244304 0.212147 0.044923 0.313440 0.245976 Expected Total MS Cnt: 0.390949 Backgound Scale: 0.993555. ITERATION NUMBER 191. Current Log-Posterior: 69510.6 Step Size: -31348.91222 Smoothing Hyper-parameters: 0.260037 0.123056 0.095004 0.204217 0.118457 0.320190 0.133837 Expected Total MS Cnt: 0.370615 Backgound Scale: 1.00458. ITERATION NUMBER 192. Current Log-Posterior: 86253.1 Step Size: 16742.56334 Smoothing Hyper-parameters: 0.202336 0.080229 0.255354 0.328745 0.074880 0.138806 0.147340 Expected Total MS Cnt: 0.448095 Backgound Scale: 0.982234. ITERATION NUMBER 193. Current Log-Posterior: 104703 Step Size: 18449.58018 Smoothing Hyper-parameters: 0.129319 0.219783 0.114006 0.120848 0.254837 0.116655 0.328032 Expected Total MS Cnt: 0.730061 Backgound Scale: 0.999605. ITERATION NUMBER 194. Current Log-Posterior: 120158 Step Size: 15455.5776 Smoothing Hyper-parameters: 0.257017 0.168969 0.301796 0.277153 0.170245 0.302953 0.035739 Expected Total MS Cnt: 5.05503 Backgound Scale: 1.00836. ITERATION NUMBER 195. Current Log-Posterior: 75056.1 Step Size: -45102.22994 Smoothing Hyper-parameters: 0.189995 0.155676 0.233064 0.122184 0.183792 0.119223 0.087241 Expected Total MS Cnt: 3.57272 Backgound Scale: 0.997248. ITERATION NUMBER 196. Current Log-Posterior: 92722.1 Step Size: 17666.07611 Smoothing Hyper-parameters: 0.118127 0.145075 0.054673 0.216320 0.042869 0.184069 0.247192 Expected Total MS Cnt: 1.96176 Backgound Scale: 0.983975. ITERATION NUMBER 197. Current Log-Posterior: 143160 Step Size: 50437.67794 Smoothing Hyper-parameters: 0.080234 0.205805 0.163275 0.095261 0.171414 0.267978 0.047120 Expected Total MS Cnt: 2.4569 Backgound Scale: 1.01005. ITERATION NUMBER 198. Current Log-Posterior: 175651 Step Size: 32491.30091 Smoothing Hyper-parameters: 0.031719 0.214623 0.208950 0.061425 0.103659 0.242690 0.165076 Expected Total MS Cnt: 1.12073 Backgound Scale: 1.00411. ITERATION NUMBER 199. Current Log-Posterior: 413833 Step Size: 238181.467 Smoothing Hyper-parameters: 0.119601 0.141776 0.172712 0.084759 0.105768 0.177029 0.156208 Expected Total MS Cnt: 1.13356 Backgound Scale: 0.9944. ITERATION NUMBER 200. Current Log-Posterior: 132754 Step Size: -281078.2906 Smoothing Hyper-parameters: 0.243225 0.106143 0.111088 0.154131 0.113609 0.038270 0.279348 Expected Total MS Cnt: 0.696345 Backgound Scale: 1.00564. ITERATION NUMBER 201. Current Log-Posterior: 92961.8 Step Size: -39792.44875 Smoothing Hyper-parameters: 0.072831 0.220668 0.292371 0.219909 0.304993 0.150401 0.296155 Expected Total MS Cnt: 1.6075 Backgound Scale: 1.00076. ITERATION NUMBER 202. Current Log-Posterior: 187162 Step Size: 94199.66487 Smoothing Hyper-parameters: 0.100479 0.064881 0.113207 0.284809 0.249756 0.140564 0.039247 Expected Total MS Cnt: 0.458756 Backgound Scale: 0.995022. ITERATION NUMBER 203. Current Log-Posterior: 177106 Step Size: -10055.78624 Smoothing Hyper-parameters: 0.147974 0.199488 0.054661 0.033611 0.208076 0.178397 0.292382 Expected Total MS Cnt: 0.873441 Backgound Scale: 1.01076. ITERATION NUMBER 204. Current Log-Posterior: 121137 Step Size: -55969.20014 Smoothing Hyper-parameters: 0.143176 0.094784 0.073728 0.177086 0.142705 0.148374 0.227148 Expected Total MS Cnt: 2.04557 Backgound Scale: 1.01744. ITERATION NUMBER 205. Current Log-Posterior: 132989 Step Size: 11852.74318 Smoothing Hyper-parameters: 0.184452 0.249459 0.289568 0.249173 0.273836 0.187850 0.226043 Expected Total MS Cnt: 3.86237 Backgound Scale: 0.992997. ITERATION NUMBER 206. Current Log-Posterior: 86083.2 Step Size: -46906.02539 Smoothing Hyper-parameters: 0.191494 0.119605 0.047861 0.232787 0.194049 0.194276 0.207437 Expected Total MS Cnt: 1.72551 Backgound Scale: 1.01096. ITERATION NUMBER 207. Current Log-Posterior: 110506 Step Size: 24423.19064 Smoothing Hyper-parameters: 0.307657 0.231874 0.245460 0.129963 0.222557 0.135211 0.100214 Expected Total MS Cnt: 0.84315 Backgound Scale: 1.0011. ITERATION NUMBER 208. Current Log-Posterior: 62946.7 Step Size: -47559.71237 Smoothing Hyper-parameters: 0.039122 0.121159 0.109639 0.118477 0.148007 0.240742 0.062893 Expected Total MS Cnt: 0.0550016 Backgound Scale: 1.02119. ITERATION NUMBER 209. Current Log-Posterior: 345059 Step Size: 282112.594 Smoothing Hyper-parameters: 0.351790 0.221425 0.157543 0.223238 0.080126 0.139918 0.211922 Expected Total MS Cnt: 1.53129 Backgound Scale: 0.99288. ITERATION NUMBER 210. Current Log-Posterior: 59932.3 Step Size: -285127.0165 Smoothing Hyper-parameters: 0.128626 0.178006 0.139318 0.235597 0.282454 0.308294 0.125511 Expected Total MS Cnt: 2.83799 Backgound Scale: 1.00056. ITERATION NUMBER 211. Current Log-Posterior: 121162 Step Size: 61229.67854 Smoothing Hyper-parameters: 0.210830 0.177325 0.126628 0.100414 0.170082 0.245805 0.117768 Expected Total MS Cnt: 0.599743 Backgound Scale: 1.00043. ITERATION NUMBER 212. Current Log-Posterior: 87530.1 Step Size: -33631.90147 Smoothing Hyper-parameters: 0.300664 0.192148 0.205742 0.062881 0.143592 0.048254 0.252937 Expected Total MS Cnt: 1.6536 Backgound Scale: 1.00843. ITERATION NUMBER 213. Current Log-Posterior: 69233.4 Step Size: -18296.64056 Smoothing Hyper-parameters: 0.128471 0.289705 0.144084 0.076052 0.165739 0.049424 0.119181 Expected Total MS Cnt: 0.751048 Backgound Scale: 1.00526. ITERATION NUMBER 214. Current Log-Posterior: 118445 Step Size: 49211.26103 Smoothing Hyper-parameters: 0.258654 0.117140 0.191018 0.219336 0.101605 0.097310 0.177180 Expected Total MS Cnt: 0.5279 Backgound Scale: 1.00374. ITERATION NUMBER 215. Current Log-Posterior: 83584 Step Size: -34860.73586 Smoothing Hyper-parameters: 0.279638 0.046397 0.239504 0.242373 0.295532 0.078859 0.186233 Expected Total MS Cnt: 0.679557 Backgound Scale: 0.985389. ITERATION NUMBER 216. Current Log-Posterior: 117033 Step Size: 33448.98166 Smoothing Hyper-parameters: 0.268047 0.094929 0.352403 0.240805 0.107460 0.092662 0.183749 Expected Total MS Cnt: 1.04509 Backgound Scale: 1.00258. ITERATION NUMBER 217. Current Log-Posterior: 86335.5 Step Size: -30697.41013 Smoothing Hyper-parameters: 0.232201 0.192441 0.014128 0.177980 0.207488 0.184710 0.110290 Expected Total MS Cnt: 1.32327 Backgound Scale: 1.0059. ITERATION NUMBER 218. Current Log-Posterior: 125507 Step Size: 39170.99913 Smoothing Hyper-parameters: 0.112757 0.215756 0.263993 0.319208 0.255012 0.102134 0.109845 Expected Total MS Cnt: 0.348797 Backgound Scale: 0.995851. ITERATION NUMBER 219. Current Log-Posterior: 131596 Step Size: 6089.759447 Smoothing Hyper-parameters: 0.072972 0.170931 0.143706 0.116201 0.231523 0.177579 0.106924 Expected Total MS Cnt: 1.09375 Backgound Scale: 1.01169. ITERATION NUMBER 220. Current Log-Posterior: 195827 Step Size: 64230.91764 Smoothing Hyper-parameters: 0.149907 0.080236 0.275942 0.233602 0.337491 0.179276 0.050322 Expected Total MS Cnt: 4.70159 Backgound Scale: 0.994615. ITERATION NUMBER 221. Current Log-Posterior: 128263 Step Size: -67564.44247 Smoothing Hyper-parameters: 0.135710 0.327027 0.281360 0.115644 0.215945 0.101958 0.034095 Expected Total MS Cnt: 6.57923 Backgound Scale: 0.994365. ITERATION NUMBER 222. Current Log-Posterior: 109372 Step Size: -18890.88224 Smoothing Hyper-parameters: 0.170641 0.284310 0.217419 0.208796 0.091648 0.101958 0.392255 Expected Total MS Cnt: 7.26404 Backgound Scale: 1.00313. ITERATION NUMBER 223. Current Log-Posterior: 92959 Step Size: -16412.91515 Smoothing Hyper-parameters: 0.219061 0.186486 0.167390 0.127349 0.233957 0.233842 0.184371 Expected Total MS Cnt: 5.83632 Backgound Scale: 1.00186. ITERATION NUMBER 224. Current Log-Posterior: 82936.4 Step Size: -10022.51646 Smoothing Hyper-parameters: 0.234741 0.152855 0.280550 0.135576 0.130784 0.196168 0.177502 Expected Total MS Cnt: 5.34235 Backgound Scale: 0.992559. ITERATION NUMBER 225. Current Log-Posterior: 80801 Step Size: -2135.488999 Smoothing Hyper-parameters: 0.138714 0.106841 0.111830 0.077822 0.090842 0.223965 0.127401 Expected Total MS Cnt: 10.4644 Backgound Scale: 0.989227. ITERATION NUMBER 226. Current Log-Posterior: 129894 Step Size: 49093.23592 Smoothing Hyper-parameters: 0.138329 0.077562 0.136960 0.193823 0.100988 0.192666 0.152640 Expected Total MS Cnt: 6.80291 Backgound Scale: 1.00764. ITERATION NUMBER 227. Current Log-Posterior: 137627 Step Size: 7732.306246 Smoothing Hyper-parameters: 0.087685 0.085266 0.224907 0.031159 0.051730 0.109729 0.268925 Expected Total MS Cnt: 4.29924 Backgound Scale: 0.996504. ITERATION NUMBER 228. Current Log-Posterior: 187775 Step Size: 50148.40778 Smoothing Hyper-parameters: 0.158880 0.123137 0.208494 0.216832 0.244007 0.167888 0.058548 Expected Total MS Cnt: 13.2533 Backgound Scale: 1.01355. ITERATION NUMBER 229. Current Log-Posterior: 110641 Step Size: -77134.14254 Smoothing Hyper-parameters: 0.340076 0.301633 0.258153 0.133223 0.094193 0.244990 0.126032 Expected Total MS Cnt: 12.7329 Backgound Scale: 1.00524. ITERATION NUMBER 230. Current Log-Posterior: 56379.2 Step Size: -54261.55633 Smoothing Hyper-parameters: 0.323022 0.090821 0.155803 0.109610 0.036646 0.195137 0.183958 Expected Total MS Cnt: 9.2488 Backgound Scale: 1.0096. ITERATION NUMBER 231. Current Log-Posterior: 84580 Step Size: 28200.79962 Smoothing Hyper-parameters: 0.145099 0.074801 0.140304 0.214989 0.128578 0.172918 0.288122 Expected Total MS Cnt: 14.0645 Backgound Scale: 1.0019. ITERATION NUMBER 232. Current Log-Posterior: 136495 Step Size: 51914.52204 Smoothing Hyper-parameters: 0.116020 0.115983 0.186519 0.232437 0.061261 0.188595 0.178239 Expected Total MS Cnt: 5.31313 Backgound Scale: 1.00716. ITERATION NUMBER 233. Current Log-Posterior: 140277 Step Size: 3782.885962 Smoothing Hyper-parameters: 0.109781 0.101882 0.304530 0.195519 0.029541 0.059350 0.187750 Expected Total MS Cnt: 2.80941 Backgound Scale: 1.00699. ITERATION NUMBER 234. Current Log-Posterior: 149958 Step Size: 9680.120146 Smoothing Hyper-parameters: 0.160325 0.286449 0.066198 0.201634 0.208576 0.126390 0.198583 Expected Total MS Cnt: 7.45104 Backgound Scale: 1.00348. ITERATION NUMBER 235. Current Log-Posterior: 102667 Step Size: -47290.6893 Smoothing Hyper-parameters: 0.278549 0.133813 0.160152 0.094682 0.270864 0.236640 0.059426 Expected Total MS Cnt: 7.85961 Backgound Scale: 1.01331. ITERATION NUMBER 236. Current Log-Posterior: 78989.4 Step Size: -23677.49647 Smoothing Hyper-parameters: 0.324444 0.172761 0.120028 0.048208 0.197390 0.076550 0.196261 Expected Total MS Cnt: 5.90548 Backgound Scale: 0.980447. ITERATION NUMBER 237. Current Log-Posterior: 70951.8 Step Size: -8037.589822 Smoothing Hyper-parameters: 0.099511 0.164181 0.018606 0.156574 0.191320 0.043404 0.193556 Expected Total MS Cnt: 8.59029 Backgound Scale: 1.00511. ITERATION NUMBER 238. Current Log-Posterior: 186806 Step Size: 115853.7596 Smoothing Hyper-parameters: 0.146583 0.066161 0.210171 0.053254 0.094234 0.238140 0.080768 Expected Total MS Cnt: 5.91799 Backgound Scale: 0.997059. ITERATION NUMBER 239. Current Log-Posterior: 141746 Step Size: -45059.03184 Smoothing Hyper-parameters: 0.102196 0.090637 0.163366 0.135099 0.274391 0.213157 0.097527 Expected Total MS Cnt: 5.22409 Backgound Scale: 1.00118. ITERATION NUMBER 240. Current Log-Posterior: 161567 Step Size: 19820.86394 Smoothing Hyper-parameters: 0.235216 0.126118 0.176354 0.149929 0.155698 0.140467 0.280156 Expected Total MS Cnt: 7.95067 Backgound Scale: 1.00017. ITERATION NUMBER 241. Current Log-Posterior: 86005.7 Step Size: -75561.62616 Smoothing Hyper-parameters: 0.142939 0.333156 0.144401 0.180618 0.280066 0.250750 0.222780 Expected Total MS Cnt: 5.51079 Backgound Scale: 1.02366. ITERATION NUMBER 242. Current Log-Posterior: 106660 Step Size: 20654.29723 Smoothing Hyper-parameters: 0.227771 0.136999 0.078157 0.093660 0.048476 0.185350 0.174847 Expected Total MS Cnt: 6.00962 Backgound Scale: 0.99434. ITERATION NUMBER 243. Current Log-Posterior: 92960 Step Size: -13700.00738 Smoothing Hyper-parameters: 0.267532 0.206782 0.259903 0.095564 0.231464 0.213881 0.158910 Expected Total MS Cnt: 4.72259 Backgound Scale: 1.0054. ITERATION NUMBER 244. Current Log-Posterior: 70818.7 Step Size: -22141.3181 Smoothing Hyper-parameters: 0.019373 0.222593 0.063148 0.246231 0.141919 0.265452 0.210806 Expected Total MS Cnt: 7.66873 Backgound Scale: 1.00065. ITERATION NUMBER 245. Current Log-Posterior: 656876 Step Size: 586057.7885 Smoothing Hyper-parameters: 0.197473 0.110736 0.109787 0.150607 0.142746 0.128258 0.311841 Expected Total MS Cnt: 16.4875 Backgound Scale: 1.00257. ITERATION NUMBER 246. Current Log-Posterior: 103935 Step Size: -552941.254 Smoothing Hyper-parameters: 0.245929 0.097993 0.053104 0.139740 0.282526 0.224886 0.234204 Expected Total MS Cnt: 12.8065 Backgound Scale: 0.996826. ITERATION NUMBER 247. Current Log-Posterior: 101325 Step Size: -2610.649647 Smoothing Hyper-parameters: 0.186367 0.118799 0.238985 0.068384 0.126551 0.280332 0.290917 Expected Total MS Cnt: 11.6734 Backgound Scale: 1.00862. ITERATION NUMBER 248. Current Log-Posterior: 102330 Step Size: 1005.652874 Smoothing Hyper-parameters: 0.040101 0.125940 0.319294 0.253965 0.082885 0.267452 0.277963 Expected Total MS Cnt: 15.1739 Backgound Scale: 0.99481. ITERATION NUMBER 249. Current Log-Posterior: 333061 Step Size: 230731.0349 Smoothing Hyper-parameters: 0.200583 0.070750 0.120989 0.087420 0.200224 0.147393 0.206850 Expected Total MS Cnt: 11.5286 Backgound Scale: 1.00107. ITERATION NUMBER 250. Current Log-Posterior: 116726 Step Size: -216334.9094 Smoothing Hyper-parameters: 0.074976 0.193658 0.201845 0.231384 0.250384 0.187964 0.230594 Expected Total MS Cnt: 12.42 Backgound Scale: 1.0018. ITERATION NUMBER 251. Current Log-Posterior: 185155 Step Size: 68428.14279 Smoothing Hyper-parameters: 0.195262 0.156420 0.181875 0.244805 0.085530 0.054872 0.212066 Expected Total MS Cnt: 9.671 Backgound Scale: 1.00842. ITERATION NUMBER 252. Current Log-Posterior: 92373.1 Step Size: -92781.37113 Smoothing Hyper-parameters: 0.174086 0.184995 0.196549 0.285657 0.096904 0.282214 0.187934 Expected Total MS Cnt: 11.7012 Backgound Scale: 1.0008. ITERATION NUMBER 253. Current Log-Posterior: 95872.5 Step Size: 3499.375369 Smoothing Hyper-parameters: 0.102278 0.107167 0.178853 0.140314 0.200642 0.248801 0.312628 Expected Total MS Cnt: 8.98085 Backgound Scale: 1.01151. ITERATION NUMBER 254. Current Log-Posterior: 157075 Step Size: 61202.59089 Smoothing Hyper-parameters: 0.190212 0.147927 0.155261 0.264638 0.055678 0.048015 0.227328 Expected Total MS Cnt: 11.7872 Backgound Scale: 1.00909. ITERATION NUMBER 255. Current Log-Posterior: 96045.8 Step Size: -61029.25174 Smoothing Hyper-parameters: 0.147953 0.060068 0.143943 0.162147 0.130680 0.170608 0.307299 Expected Total MS Cnt: 19.1612 Backgound Scale: 1.00394. ITERATION NUMBER 256. Current Log-Posterior: 145457 Step Size: 49411.31 Smoothing Hyper-parameters: 0.154904 0.102715 0.314430 0.160267 0.076128 0.193375 0.238601 Expected Total MS Cnt: 19.5396 Backgound Scale: 0.99181. ITERATION NUMBER 257. Current Log-Posterior: 115847 Step Size: -29610.34402 Smoothing Hyper-parameters: 0.102520 0.172786 0.269128 0.168899 0.174087 0.091313 0.106325 Expected Total MS Cnt: 10.1068 Backgound Scale: 1.00002. ITERATION NUMBER 258. Current Log-Posterior: 143883 Step Size: 28036.32719 Smoothing Hyper-parameters: 0.242771 0.103902 0.060157 0.192133 0.199074 0.328720 0.100857 Expected Total MS Cnt: 7.23349 Backgound Scale: 1.00418. ITERATION NUMBER 259. Current Log-Posterior: 97787.9 Step Size: -46095.24438 Smoothing Hyper-parameters: 0.165192 0.201719 0.120675 0.105280 0.100708 0.122900 0.255169 Expected Total MS Cnt: 9.63689 Backgound Scale: 1.00315. ITERATION NUMBER 260. Current Log-Posterior: 102334 Step Size: 4545.771943 Smoothing Hyper-parameters: 0.220514 0.230077 0.153770 0.074914 0.166486 0.120250 0.078018 Expected Total MS Cnt: 3.26875 Backgound Scale: 0.99818. ITERATION NUMBER 261. Current Log-Posterior: 82265.8 Step Size: -20067.89252 Smoothing Hyper-parameters: 0.232064 0.204344 0.205681 0.173736 0.223424 0.008382 0.120188 Expected Total MS Cnt: 3.62234 Backgound Scale: 1.00098. ITERATION NUMBER 262. Current Log-Posterior: 78541.3 Step Size: -3724.428604 Smoothing Hyper-parameters: 0.014744 0.107889 0.056553 0.161925 0.088414 0.153463 0.145908 Expected Total MS Cnt: 3.85684 Backgound Scale: 1.01325. ITERATION NUMBER 263. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.219825 0.150432 0.204584 0.074539 0.221306 0.277761 0.258369 Expected Total MS Cnt: 4.20259 Backgound Scale: 0.996884. ITERATION NUMBER 264. Current Log-Posterior: 86540 Step Size: -inf Smoothing Hyper-parameters: 0.182993 0.203629 0.261766 0.303094 0.088742 0.046646 0.257337 Expected Total MS Cnt: 1.01245 Backgound Scale: 0.992141. ITERATION NUMBER 265. Current Log-Posterior: 90969.3 Step Size: 4429.28829 Smoothing Hyper-parameters: 0.196264 0.205728 0.193600 0.100290 0.071448 0.259138 0.200147 Expected Total MS Cnt: 3.03913 Backgound Scale: 1.01329. ITERATION NUMBER 266. Current Log-Posterior: 88271.4 Step Size: -2697.839505 Smoothing Hyper-parameters: 0.341883 0.191126 0.111775 0.222228 0.158397 0.195769 0.269472 Expected Total MS Cnt: 1.64209 Backgound Scale: 0.997017. ITERATION NUMBER 267. Current Log-Posterior: 64868.7 Step Size: -23402.7392 Smoothing Hyper-parameters: 0.056728 0.152399 0.298794 0.182531 0.191603 0.116028 0.271076 Expected Total MS Cnt: 3.97079 Backgound Scale: 0.999831. ITERATION NUMBER 268. Current Log-Posterior: 245527 Step Size: 180658.3878 Smoothing Hyper-parameters: 0.060862 0.185500 0.044993 0.310492 0.098619 0.079684 0.137781 Expected Total MS Cnt: 5.73471 Backgound Scale: 1.00533. ITERATION NUMBER 269. Current Log-Posterior: 236596 Step Size: -8931.313008 Smoothing Hyper-parameters: 0.172158 0.147394 0.264187 0.091208 0.186689 0.189467 0.075749 Expected Total MS Cnt: 1.99816 Backgound Scale: 0.99063. ITERATION NUMBER 270. Current Log-Posterior: 101189 Step Size: -135406.8288 Smoothing Hyper-parameters: 0.206541 0.246680 0.105713 0.109023 0.192968 0.132011 0.114797 Expected Total MS Cnt: 1.99887 Backgound Scale: 1.0139. ITERATION NUMBER 271. Current Log-Posterior: 86123 Step Size: -15065.89837 Smoothing Hyper-parameters: 0.146465 0.158309 0.192509 0.144862 0.140384 0.197204 0.181776 Expected Total MS Cnt: 1.42007 Backgound Scale: 1.00892. ITERATION NUMBER 272. Current Log-Posterior: 111982 Step Size: 25858.63223 Smoothing Hyper-parameters: 0.110847 0.174010 0.087718 0.050625 0.318556 0.171829 0.250188 Expected Total MS Cnt: 0.53326 Backgound Scale: 0.990365. ITERATION NUMBER 273. Current Log-Posterior: 145107 Step Size: 33125.53046 Smoothing Hyper-parameters: 0.109886 0.109989 0.268523 0.120510 0.039511 0.236783 0.168587 Expected Total MS Cnt: 2.80263 Backgound Scale: 0.995525. ITERATION NUMBER 274. Current Log-Posterior: 147213 Step Size: 2105.395686 Smoothing Hyper-parameters: 0.146247 0.148188 0.076847 0.252676 0.112539 0.204545 0.130375 Expected Total MS Cnt: 0.75748 Backgound Scale: 0.996602. ITERATION NUMBER 275. Current Log-Posterior: 118882 Step Size: -28330.4002 Smoothing Hyper-parameters: 0.116216 0.161799 0.189224 0.178518 0.132463 0.217605 0.251258 Expected Total MS Cnt: 4.8834 Backgound Scale: 1.01756. ITERATION NUMBER 276. Current Log-Posterior: 132995 Step Size: 14112.5861 Smoothing Hyper-parameters: 0.112991 0.134955 0.220384 0.156599 0.223885 0.221961 0.258771 Expected Total MS Cnt: 3.45522 Backgound Scale: 0.991984. ITERATION NUMBER 277. Current Log-Posterior: 140625 Step Size: 7630.152937 Smoothing Hyper-parameters: 0.319984 0.100288 0.095244 0.085629 0.242964 0.286375 0.105859 Expected Total MS Cnt: 2.02112 Backgound Scale: 1.00624. ITERATION NUMBER 278. Current Log-Posterior: 83827.3 Step Size: -56797.66812 Smoothing Hyper-parameters: 0.152486 0.259380 0.103243 0.186192 0.108244 0.221313 0.170407 Expected Total MS Cnt: 0.161559 Backgound Scale: 0.983915. ITERATION NUMBER 279. Current Log-Posterior: 105185 Step Size: 21357.60598 Smoothing Hyper-parameters: 0.124341 0.260295 0.087469 0.075527 0.042269 0.061616 0.203408 Expected Total MS Cnt: 0.852924 Backgound Scale: 0.992763. ITERATION NUMBER 280. Current Log-Posterior: 126622 Step Size: 21437.37554 Smoothing Hyper-parameters: 0.286402 0.165264 0.071039 0.156575 0.272438 0.248482 0.124502 Expected Total MS Cnt: 0.751846 Backgound Scale: 0.999077. ITERATION NUMBER 281. Current Log-Posterior: 78257.1 Step Size: -48365.14058 Smoothing Hyper-parameters: 0.090710 0.088007 0.133841 0.159688 0.151112 0.063186 0.185027 Expected Total MS Cnt: 0.0425644 Backgound Scale: 1.01161. ITERATION NUMBER 282. Current Log-Posterior: 180009 Step Size: 101751.8044 Smoothing Hyper-parameters: 0.225262 0.274383 0.214142 0.029669 0.370704 0.198852 0.065373 Expected Total MS Cnt: 2.06088 Backgound Scale: 1.00157. ITERATION NUMBER 283. Current Log-Posterior: 79514.5 Step Size: -100494.3796 Smoothing Hyper-parameters: 0.088113 0.177258 0.056792 0.031573 0.201372 0.232082 0.254239 Expected Total MS Cnt: 4.42674 Backgound Scale: 1.00563. ITERATION NUMBER 284. Current Log-Posterior: 180130 Step Size: 100615.6762 Smoothing Hyper-parameters: 0.061548 0.184927 0.240847 0.029909 0.226491 0.121049 0.104879 Expected Total MS Cnt: 9.36068 Backgound Scale: 1.00877. ITERATION NUMBER 285. Current Log-Posterior: 227306 Step Size: 47176.28477 Smoothing Hyper-parameters: 0.245793 0.233326 0.127946 0.107671 0.132150 0.125050 0.163083 Expected Total MS Cnt: 6.10858 Backgound Scale: 0.983055. ITERATION NUMBER 286. Current Log-Posterior: 76805 Step Size: -150501.4895 Smoothing Hyper-parameters: 0.064516 0.098335 0.189275 0.347338 0.104126 0.101072 0.195838 Expected Total MS Cnt: 11.5956 Backgound Scale: 1.00296. ITERATION NUMBER 287. Current Log-Posterior: 224937 Step Size: 148132.1881 Smoothing Hyper-parameters: 0.110369 0.155695 0.176285 0.281436 0.194682 0.192686 0.159983 Expected Total MS Cnt: 8.6408 Backgound Scale: 1.00008. ITERATION NUMBER 288. Current Log-Posterior: 139535 Step Size: -85402.60582 Smoothing Hyper-parameters: 0.212642 0.128505 0.147876 0.255677 0.162579 0.150833 0.162872 Expected Total MS Cnt: 5.07908 Backgound Scale: 0.9997. ITERATION NUMBER 289. Current Log-Posterior: 91756.7 Step Size: -47777.8804 Smoothing Hyper-parameters: 0.065049 0.198868 0.155494 0.147071 0.170883 0.287363 0.154460 Expected Total MS Cnt: 6.66592 Backgound Scale: 1.00572. ITERATION NUMBER 290. Current Log-Posterior: 213404 Step Size: 121647.7747 Smoothing Hyper-parameters: 0.103855 0.067791 0.168582 0.100459 0.225296 0.124878 0.115345 Expected Total MS Cnt: 10.3963 Backgound Scale: 1.0059. ITERATION NUMBER 291. Current Log-Posterior: 171200 Step Size: -42204.47096 Smoothing Hyper-parameters: 0.144169 0.078002 0.105977 0.177677 0.142270 0.177568 0.126406 Expected Total MS Cnt: 10.2997 Backgound Scale: 0.99649. ITERATION NUMBER 292. Current Log-Posterior: 135006 Step Size: -36193.96171 Smoothing Hyper-parameters: 0.147257 0.033453 0.113987 0.121291 0.215629 0.034315 0.322694 Expected Total MS Cnt: 6.48593 Backgound Scale: 1.03639. ITERATION NUMBER 293. Current Log-Posterior: 185248 Step Size: 50241.75944 Smoothing Hyper-parameters: 0.199070 0.288199 0.027353 0.130564 0.134083 0.110647 0.219522 Expected Total MS Cnt: 10.0671 Backgound Scale: 1.01353. ITERATION NUMBER 294. Current Log-Posterior: 107575 Step Size: -77672.72644 Smoothing Hyper-parameters: 0.068110 0.310848 0.110498 0.296373 0.194110 0.058656 0.204670 Expected Total MS Cnt: 7.22921 Backgound Scale: 1.00455. ITERATION NUMBER 295. Current Log-Posterior: 198521 Step Size: 90946.14402 Smoothing Hyper-parameters: 0.096200 0.176560 0.243708 0.128151 0.143101 0.183717 0.107895 Expected Total MS Cnt: 11.6229 Backgound Scale: 1.00563. ITERATION NUMBER 296. Current Log-Posterior: 153318 Step Size: -45202.79958 Smoothing Hyper-parameters: 0.237607 0.245126 0.222829 0.037764 0.266726 0.198549 0.196340 Expected Total MS Cnt: 9.56664 Backgound Scale: 1.00404. ITERATION NUMBER 297. Current Log-Posterior: 77907 Step Size: -75411.45157 Smoothing Hyper-parameters: 0.113568 0.207955 0.066646 0.162316 0.065462 0.255220 0.320491 Expected Total MS Cnt: 8.34055 Backgound Scale: 0.9885. ITERATION NUMBER 298. Current Log-Posterior: 139227 Step Size: 61320.02623 Smoothing Hyper-parameters: 0.246882 0.231225 0.033788 0.248832 0.053838 0.206774 0.131794 Expected Total MS Cnt: 7.34913 Backgound Scale: 0.99226. ITERATION NUMBER 299. Current Log-Posterior: 92530.5 Step Size: -46696.53298 Smoothing Hyper-parameters: 0.038886 0.181494 0.122117 0.298206 0.154013 0.084476 0.246524 Expected Total MS Cnt: 8.94413 Backgound Scale: 1.00794. ITERATION NUMBER 300. Current Log-Posterior: 339895 Step Size: 247364.2982 Smoothing Hyper-parameters: 0.169285 0.200630 0.062443 0.054179 0.143156 0.134941 0.170796 Expected Total MS Cnt: 1.73617 Backgound Scale: 1.00132. ITERATION NUMBER 301. Current Log-Posterior: 107836 Step Size: -232059.206 Smoothing Hyper-parameters: 0.262790 0.241899 0.142877 0.150381 0.206122 0.153440 0.122643 Expected Total MS Cnt: 3.02568 Backgound Scale: 0.994542. ITERATION NUMBER 302. Current Log-Posterior: 71360.7 Step Size: -36474.81726 Smoothing Hyper-parameters: 0.317888 0.203518 0.134208 0.114551 0.191745 0.185387 0.126614 Expected Total MS Cnt: 2.68024 Backgound Scale: 0.995056. ITERATION NUMBER 303. Current Log-Posterior: 66894.7 Step Size: -4466.040212 Smoothing Hyper-parameters: 0.208003 0.159518 0.161450 0.114671 0.147387 0.209008 0.037657 Expected Total MS Cnt: 2.06198 Backgound Scale: 0.999818. ITERATION NUMBER 304. Current Log-Posterior: 89329.7 Step Size: 22434.99954 Smoothing Hyper-parameters: 0.150019 0.223593 0.137112 0.214471 0.185565 0.101034 0.109583 Expected Total MS Cnt: 0.523309 Backgound Scale: 1.01113. ITERATION NUMBER 305. Current Log-Posterior: 106428 Step Size: 17098.05684 Smoothing Hyper-parameters: 0.064540 0.134102 0.087498 0.266943 0.246571 0.182732 0.139841 Expected Total MS Cnt: 0.508864 Backgound Scale: 1.0045. ITERATION NUMBER 306. Current Log-Posterior: 223168 Step Size: 116740.0663 Smoothing Hyper-parameters: 0.097900 0.180996 0.193334 0.167615 0.143157 0.098224 0.268272 Expected Total MS Cnt: 1.6782 Backgound Scale: 0.986272. ITERATION NUMBER 307. Current Log-Posterior: 151615 Step Size: -71552.78624 Smoothing Hyper-parameters: 0.126287 0.158470 0.060259 0.290123 0.137957 0.281958 0.142524 Expected Total MS Cnt: 1.00762 Backgound Scale: 1.00827. ITERATION NUMBER 308. Current Log-Posterior: 134646 Step Size: -16969.1635 Smoothing Hyper-parameters: 0.142047 0.162245 0.160634 0.208059 0.260482 0.320462 0.087503 Expected Total MS Cnt: 1.56146 Backgound Scale: 1.00069. ITERATION NUMBER 309. Current Log-Posterior: 113531 Step Size: -21115.05663 Smoothing Hyper-parameters: 0.145082 0.288760 0.165039 0.069319 0.073925 0.209398 0.206453 Expected Total MS Cnt: 4.58641 Backgound Scale: 0.988069. ITERATION NUMBER 310. Current Log-Posterior: 107369 Step Size: -6161.43333 Smoothing Hyper-parameters: 0.251975 0.098414 0.236633 0.332444 0.155185 0.155828 0.112632 Expected Total MS Cnt: 1.83268 Backgound Scale: 1.00811. ITERATION NUMBER 311. Current Log-Posterior: 89311.8 Step Size: -18057.62116 Smoothing Hyper-parameters: 0.055775 0.157592 0.186033 0.178930 0.160943 0.134423 0.021769 Expected Total MS Cnt: 5.53767 Backgound Scale: 1.00424. ITERATION NUMBER 312. Current Log-Posterior: 248233 Step Size: 158921.5337 Smoothing Hyper-parameters: 0.064556 0.150794 0.112460 0.325485 0.131722 0.107128 0.167652 Expected Total MS Cnt: 1.64367 Backgound Scale: 0.999194. ITERATION NUMBER 313. Current Log-Posterior: 220452 Step Size: -27781.23683 Smoothing Hyper-parameters: 0.199689 0.182676 0.305191 0.293987 0.128665 0.171155 0.167932 Expected Total MS Cnt: 0.291411 Backgound Scale: 0.998764. ITERATION NUMBER 314. Current Log-Posterior: 86198.3 Step Size: -134253.7664 Smoothing Hyper-parameters: 0.149905 0.047546 0.062796 0.292021 0.058639 0.108613 0.036845 Expected Total MS Cnt: 0.449299 Backgound Scale: 0.999946. ITERATION NUMBER 315. Current Log-Posterior: 162791 Step Size: 76592.70417 Smoothing Hyper-parameters: 0.167101 0.038906 0.355384 0.079035 0.050493 0.198742 0.205958 Expected Total MS Cnt: 0.936247 Backgound Scale: 0.998392. ITERATION NUMBER 316. Current Log-Posterior: 160333 Step Size: -2457.517673 Smoothing Hyper-parameters: 0.026178 0.286024 0.286871 0.101180 0.164717 0.164377 0.073154 Expected Total MS Cnt: 0.500285 Backgound Scale: 1.00809. ITERATION NUMBER 317. Current Log-Posterior: 486377 Step Size: 326043.6408 Smoothing Hyper-parameters: 0.152535 0.205358 0.250066 0.241837 0.420386 0.202598 0.260367 Expected Total MS Cnt: 0.468689 Backgound Scale: 0.998347. ITERATION NUMBER 318. Current Log-Posterior: 104148 Step Size: -382229.2101 Smoothing Hyper-parameters: 0.080736 0.114127 0.215154 0.163427 0.232337 0.281644 0.104006 Expected Total MS Cnt: 0.198436 Backgound Scale: 1.01306. ITERATION NUMBER 319. Current Log-Posterior: 187244 Step Size: 83095.86613 Smoothing Hyper-parameters: 0.243569 0.330315 0.051052 0.121339 0.119070 0.183359 0.244221 Expected Total MS Cnt: 0.671646 Backgound Scale: 1.00143. ITERATION NUMBER 320. Current Log-Posterior: 81148.3 Step Size: -106095.4847 Smoothing Hyper-parameters: 0.221047 0.235853 0.179315 0.110835 0.168995 0.204143 0.228819 Expected Total MS Cnt: 0.520767 Backgound Scale: 0.985866. ITERATION NUMBER 321. Current Log-Posterior: 79197.2 Step Size: -1951.044924 Smoothing Hyper-parameters: 0.054113 0.244858 0.206155 0.221063 0.148198 0.022134 0.175387 Expected Total MS Cnt: 0.628494 Backgound Scale: 1.01121. ITERATION NUMBER 322. Current Log-Posterior: 243588 Step Size: 164391.1887 Smoothing Hyper-parameters: 0.209445 0.162072 0.242004 0.328927 0.121934 0.192419 0.110562 Expected Total MS Cnt: 1.06133 Backgound Scale: 1.00481. ITERATION NUMBER 323. Current Log-Posterior: 85267.5 Step Size: -158320.9208 Smoothing Hyper-parameters: 0.151457 0.146139 0.127444 0.100687 0.119237 0.086249 0.223856 Expected Total MS Cnt: 1.79314 Backgound Scale: 1.00357. ITERATION NUMBER 324. Current Log-Posterior: 115221 Step Size: 29953.87206 Smoothing Hyper-parameters: 0.212554 0.165330 0.201943 0.010282 0.234060 0.150927 0.169128 Expected Total MS Cnt: 1.86286 Backgound Scale: 1.00701. ITERATION NUMBER 325. Current Log-Posterior: 102820 Step Size: -12401.61095 Smoothing Hyper-parameters: 0.174093 0.113171 0.156452 0.119524 0.099699 0.294684 0.106877 Expected Total MS Cnt: 5.3109 Backgound Scale: 1.00763. ITERATION NUMBER 326. Current Log-Posterior: 109574 Step Size: 6753.848319 Smoothing Hyper-parameters: 0.211382 0.045090 0.118784 0.047980 0.069724 0.226822 0.264614 Expected Total MS Cnt: 3.81157 Backgound Scale: 0.997462. ITERATION NUMBER 327. Current Log-Posterior: 140439 Step Size: 30865.52107 Smoothing Hyper-parameters: 0.173804 0.101411 0.189115 0.149903 0.228547 0.171408 0.239920 Expected Total MS Cnt: 7.40978 Backgound Scale: 1.00665. ITERATION NUMBER 328. Current Log-Posterior: 110916 Step Size: -29523.36981 Smoothing Hyper-parameters: 0.262772 0.108138 0.168828 0.170680 0.075015 0.092730 0.229593 Expected Total MS Cnt: 11.7781 Backgound Scale: 0.988237. ITERATION NUMBER 329. Current Log-Posterior: 85700.1 Step Size: -25215.69433 Smoothing Hyper-parameters: 0.053429 0.145597 0.147959 0.175279 0.085187 0.330327 0.016207 Expected Total MS Cnt: 6.57401 Backgound Scale: 0.995488. ITERATION NUMBER 330. Current Log-Posterior: 259596 Step Size: 173896.3363 Smoothing Hyper-parameters: 0.274616 0.141257 0.089335 0.049245 0.085417 0.175402 0.130408 Expected Total MS Cnt: 0.858431 Backgound Scale: 0.998574. ITERATION NUMBER 331. Current Log-Posterior: 84101.3 Step Size: -175495.0914 Smoothing Hyper-parameters: 0.107013 0.229872 0.246650 0.088419 0.120367 0.142848 0.221171 Expected Total MS Cnt: 2.18878 Backgound Scale: 1.00822. ITERATION NUMBER 332. Current Log-Posterior: 136640 Step Size: 52538.94539 Smoothing Hyper-parameters: 0.145054 0.288181 0.146619 0.086382 0.184372 0.268238 0.071041 Expected Total MS Cnt: 3.37546 Backgound Scale: 1.02133. ITERATION NUMBER 333. Current Log-Posterior: 106436 Step Size: -30203.96674 Smoothing Hyper-parameters: 0.158378 0.144315 0.226578 0.094630 0.096748 0.108000 0.089348 Expected Total MS Cnt: 3.45264 Backgound Scale: 0.990357. ITERATION NUMBER 334. Current Log-Posterior: 108923 Step Size: 2486.889958 Smoothing Hyper-parameters: 0.124074 0.171140 0.163138 0.290893 0.078327 0.163622 0.154721 Expected Total MS Cnt: 4.58857 Backgound Scale: 1.00962. ITERATION NUMBER 335. Current Log-Posterior: 125449 Step Size: 16525.32726 Smoothing Hyper-parameters: 0.191135 0.230178 0.119123 0.211438 0.066786 0.040420 0.105516 Expected Total MS Cnt: 4.77411 Backgound Scale: 0.988684. ITERATION NUMBER 336. Current Log-Posterior: 89916.7 Step Size: -35531.81739 Smoothing Hyper-parameters: 0.036642 0.142269 0.035278 0.259705 0.265390 0.106443 0.136648 Expected Total MS Cnt: 6.26041 Backgound Scale: 1.0052. ITERATION NUMBER 337. Current Log-Posterior: 380255 Step Size: 290338.3929 Smoothing Hyper-parameters: 0.162643 0.176254 0.225338 0.240262 0.045667 0.084966 0.100108 Expected Total MS Cnt: 5.77214 Backgound Scale: 1.0025. ITERATION NUMBER 338. Current Log-Posterior: 103117 Step Size: -277138.1533 Smoothing Hyper-parameters: 0.081191 0.190790 0.164288 0.161392 0.129667 0.051705 0.257369 Expected Total MS Cnt: 3.91167 Backgound Scale: 0.999537. ITERATION NUMBER 339. Current Log-Posterior: 176207 Step Size: 73090.30905 Smoothing Hyper-parameters: 0.131025 0.145363 0.122671 0.167686 0.174016 0.197598 0.316563 Expected Total MS Cnt: 0.58884 Backgound Scale: 0.999081. ITERATION NUMBER 340. Current Log-Posterior: 123962 Step Size: -52244.91981 Smoothing Hyper-parameters: 0.178005 0.049273 0.258154 0.121044 0.096388 0.157667 0.065106 Expected Total MS Cnt: 2.43983 Backgound Scale: 0.997077. ITERATION NUMBER 341. Current Log-Posterior: 139242 Step Size: 15279.23954 Smoothing Hyper-parameters: 0.226205 0.246591 0.188323 0.136672 0.183550 0.188269 0.119485 Expected Total MS Cnt: 0.99766 Backgound Scale: 1.00504. ITERATION NUMBER 342. Current Log-Posterior: 77215.7 Step Size: -62025.90004 Smoothing Hyper-parameters: 0.179594 0.169459 0.078031 0.018058 0.224763 0.126624 0.207028 Expected Total MS Cnt: 1.3626 Backgound Scale: 1.01177. ITERATION NUMBER 343. Current Log-Posterior: 111488 Step Size: 34272.18989 Smoothing Hyper-parameters: 0.192060 0.043848 0.170347 0.140122 0.276005 0.129420 0.345504 Expected Total MS Cnt: 1.50214 Backgound Scale: 0.999831. ITERATION NUMBER 344. Current Log-Posterior: 142948 Step Size: 31460.49622 Smoothing Hyper-parameters: 0.156046 0.145028 0.123500 0.242551 0.099499 0.081600 0.343215 Expected Total MS Cnt: 1.14928 Backgound Scale: 1.00328. ITERATION NUMBER 345. Current Log-Posterior: 111951 Step Size: -30997.11965 Smoothing Hyper-parameters: 0.091002 0.242179 0.135873 0.087659 0.075454 0.082626 0.071104 Expected Total MS Cnt: 2.80407 Backgound Scale: 0.996167. ITERATION NUMBER 346. Current Log-Posterior: 160097 Step Size: 48146.18149 Smoothing Hyper-parameters: 0.249182 0.215738 0.240953 0.217009 0.103331 0.130219 0.289112 Expected Total MS Cnt: 3.48098 Backgound Scale: 1.00081. ITERATION NUMBER 347. Current Log-Posterior: 72584.2 Step Size: -87513.24323 Smoothing Hyper-parameters: 0.064366 0.135928 0.128297 0.194030 0.079394 0.130219 0.139616 Expected Total MS Cnt: 2.34133 Backgound Scale: 1.01052. ITERATION NUMBER 348. Current Log-Posterior: 222945 Step Size: 150360.9065 Smoothing Hyper-parameters: 0.133593 0.198337 0.162171 0.144166 0.225283 0.113355 0.221940 Expected Total MS Cnt: 4.38773 Backgound Scale: 0.993142. ITERATION NUMBER 349. Current Log-Posterior: 117229 Step Size: -105716.4761 Smoothing Hyper-parameters: 0.049746 0.219976 0.123356 0.198969 0.185747 0.073266 0.065770 Expected Total MS Cnt: 2.19396 Backgound Scale: 1.01734. ITERATION NUMBER 350. Current Log-Posterior: 268238 Step Size: 151009.6018 Smoothing Hyper-parameters: 0.084126 0.180453 0.126817 0.102584 0.151562 0.147005 0.173895 Expected Total MS Cnt: 2.26915 Backgound Scale: 0.987579. ITERATION NUMBER 351. Current Log-Posterior: 173158 Step Size: -95080.19464 Smoothing Hyper-parameters: 0.188069 0.147987 0.005441 0.188890 0.209102 0.061952 0.123775 Expected Total MS Cnt: 0.0689391 Backgound Scale: 1.01003. ITERATION NUMBER 352. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.154677 0.068968 0.150484 0.122439 0.133701 0.184287 0.132859 Expected Total MS Cnt: 1.59428 Backgound Scale: 0.993916. ITERATION NUMBER 353. Current Log-Posterior: 132830 Step Size: -inf Smoothing Hyper-parameters: 0.172678 0.206112 0.109349 0.057869 0.075708 0.177562 0.103267 Expected Total MS Cnt: 0.561581 Backgound Scale: 0.994824. ITERATION NUMBER 354. Current Log-Posterior: 100524 Step Size: -32306.33365 Smoothing Hyper-parameters: 0.204878 0.123015 0.240915 0.199760 0.246463 0.282250 0.051916 Expected Total MS Cnt: 1.11944 Backgound Scale: 1.00003. ITERATION NUMBER 355. Current Log-Posterior: 93407.5 Step Size: -7116.056441 Smoothing Hyper-parameters: 0.167558 0.118490 0.282614 0.187181 0.199811 0.211066 0.229712 Expected Total MS Cnt: 1.80095 Backgound Scale: 0.995405. ITERATION NUMBER 356. Current Log-Posterior: 106494 Step Size: 13086.04372 Smoothing Hyper-parameters: 0.179391 0.239527 0.104042 0.160430 0.104239 0.273582 0.205439 Expected Total MS Cnt: 2.43014 Backgound Scale: 1.00481. ITERATION NUMBER 357. Current Log-Posterior: 94294.7 Step Size: -12198.87107 Smoothing Hyper-parameters: 0.092808 0.124684 0.246600 0.134495 0.117080 0.153389 0.288885 Expected Total MS Cnt: 2.50833 Backgound Scale: 0.993736. ITERATION NUMBER 358. Current Log-Posterior: 164068 Step Size: 69773.21622 Smoothing Hyper-parameters: 0.043791 0.195360 0.257107 0.182363 0.140645 0.107596 0.254769 Expected Total MS Cnt: 2.40727 Backgound Scale: 1.01102. ITERATION NUMBER 359. Current Log-Posterior: 298269 Step Size: 134201.3869 Smoothing Hyper-parameters: 0.111781 0.081843 0.270106 0.126201 0.054085 0.204110 0.240561 Expected Total MS Cnt: 13.0142 Backgound Scale: 0.995651. ITERATION NUMBER 360. Current Log-Posterior: 153611 Step Size: -144658.5283 Smoothing Hyper-parameters: 0.061025 0.145009 0.076472 0.227816 0.133987 0.205378 0.079482 Expected Total MS Cnt: 17.8329 Backgound Scale: 1.00191. ITERATION NUMBER 361. Current Log-Posterior: 235987 Step Size: 82376.73175 Smoothing Hyper-parameters: 0.165512 0.122387 0.158942 0.155179 0.231672 0.081645 0.078048 Expected Total MS Cnt: 19.2517 Backgound Scale: 1.00074. ITERATION NUMBER 362. Current Log-Posterior: 109060 Step Size: -126927.8144 Smoothing Hyper-parameters: 0.317599 0.148888 0.275751 0.171247 0.292921 0.048544 0.281746 Expected Total MS Cnt: 15.9273 Backgound Scale: 0.994543. ITERATION NUMBER 363. Current Log-Posterior: 68228.8 Step Size: -40830.82374 Smoothing Hyper-parameters: 0.155689 0.173913 0.128240 0.066191 0.210992 0.158070 0.105992 Expected Total MS Cnt: 5.65469 Backgound Scale: 0.987936. ITERATION NUMBER 364. Current Log-Posterior: 109249 Step Size: 41019.6667 Smoothing Hyper-parameters: 0.059458 0.173913 0.123620 0.130288 0.206609 0.199374 0.215932 Expected Total MS Cnt: 10.7466 Backgound Scale: 1.00822. ITERATION NUMBER 365. Current Log-Posterior: 234235 Step Size: 124986.5617 Smoothing Hyper-parameters: 0.236950 0.219227 0.145485 0.184454 0.176267 0.133478 0.369822 Expected Total MS Cnt: 8.73234 Backgound Scale: 1.01895. ITERATION NUMBER 366. Current Log-Posterior: 77309.5 Step Size: -156925.5222 Smoothing Hyper-parameters: 0.180067 0.094692 0.202599 0.057485 0.141272 0.141151 0.270552 Expected Total MS Cnt: 12.6888 Backgound Scale: 1.00736. ITERATION NUMBER 367. Current Log-Posterior: 110896 Step Size: 33586.52141 Smoothing Hyper-parameters: 0.107573 0.212341 0.307296 0.180312 0.118387 0.412184 0.156867 Expected Total MS Cnt: 11.4935 Backgound Scale: 1.00124. ITERATION NUMBER 368. Current Log-Posterior: 134942 Step Size: 24046.07427 Smoothing Hyper-parameters: 0.143769 0.062757 0.114119 0.023811 0.305129 0.274534 0.315864 Expected Total MS Cnt: 16.1769 Backgound Scale: 1.00347. ITERATION NUMBER 369. Current Log-Posterior: 150911 Step Size: 15968.84053 Smoothing Hyper-parameters: 0.101226 0.233441 0.256617 0.141095 0.080225 0.220794 0.228551 Expected Total MS Cnt: 21.0623 Backgound Scale: 1.0094. ITERATION NUMBER 370. Current Log-Posterior: 142774 Step Size: -8137.456265 Smoothing Hyper-parameters: 0.042862 0.112699 0.198334 0.311163 0.218195 0.130345 0.130004 Expected Total MS Cnt: 17.1249 Backgound Scale: 1.00629. ITERATION NUMBER 371. Current Log-Posterior: 318630 Step Size: 175856.014 Smoothing Hyper-parameters: 0.073065 0.113076 0.009234 0.133627 0.194994 0.157345 0.144940 Expected Total MS Cnt: 22.2569 Backgound Scale: 1.00523. ITERATION NUMBER 372. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.171302 0.168717 0.129102 0.231670 0.168830 0.257832 0.191380 Expected Total MS Cnt: 14.907 Backgound Scale: 0.981604. ITERATION NUMBER 373. Current Log-Posterior: 101064 Step Size: -inf Smoothing Hyper-parameters: 0.132652 0.170611 0.060308 0.172282 0.142476 0.146995 0.214870 Expected Total MS Cnt: 15.7803 Backgound Scale: 0.997523. ITERATION NUMBER 374. Current Log-Posterior: 128260 Step Size: 27196.05968 Smoothing Hyper-parameters: 0.149866 0.198696 0.317653 0.218807 0.129933 0.223546 0.185863 Expected Total MS Cnt: 14.2324 Backgound Scale: 0.999796. ITERATION NUMBER 375. Current Log-Posterior: 104969 Step Size: -23290.73054 Smoothing Hyper-parameters: 0.264584 0.198813 0.139107 0.113193 0.072881 0.286972 0.112221 Expected Total MS Cnt: 10.9354 Backgound Scale: 1.00496. ITERATION NUMBER 376. Current Log-Posterior: 74635 Step Size: -30333.8535 Smoothing Hyper-parameters: 0.165954 0.188349 0.191674 0.237916 0.225241 0.193616 0.098997 Expected Total MS Cnt: 13.9865 Backgound Scale: 0.998471. ITERATION NUMBER 377. Current Log-Posterior: 98013.2 Step Size: 23378.18741 Smoothing Hyper-parameters: 0.143688 0.132637 0.158226 0.071484 0.238227 0.162209 0.235948 Expected Total MS Cnt: 11.9304 Backgound Scale: 0.993907. ITERATION NUMBER 378. Current Log-Posterior: 119298 Step Size: 21284.4954 Smoothing Hyper-parameters: 0.154538 0.195907 0.261149 0.188815 0.150631 0.176014 0.040424 Expected Total MS Cnt: 10.1975 Backgound Scale: 1.02388. ITERATION NUMBER 379. Current Log-Posterior: 102626 Step Size: -16671.61166 Smoothing Hyper-parameters: 0.203427 0.217258 0.217571 0.252163 0.219637 0.119917 0.080281 Expected Total MS Cnt: 8.20911 Backgound Scale: 1.00308. ITERATION NUMBER 380. Current Log-Posterior: 83658.6 Step Size: -18967.51295 Smoothing Hyper-parameters: 0.148986 0.207444 0.085599 0.252163 0.053340 0.335149 0.068660 Expected Total MS Cnt: 7.8295 Backgound Scale: 0.99376. ITERATION NUMBER 381. Current Log-Posterior: 111293 Step Size: 27634.13708 Smoothing Hyper-parameters: 0.174469 0.237588 0.206514 0.049971 0.138604 0.098903 0.226934 Expected Total MS Cnt: 16.453 Backgound Scale: 1.00479. ITERATION NUMBER 382. Current Log-Posterior: 96120.2 Step Size: -15172.44892 Smoothing Hyper-parameters: 0.111991 0.313189 0.154237 0.249419 0.283232 0.052410 0.136326 Expected Total MS Cnt: 18.1457 Backgound Scale: 1.00258. ITERATION NUMBER 383. Current Log-Posterior: 128941 Step Size: 32820.70915 Smoothing Hyper-parameters: 0.123408 0.112634 0.231038 0.225363 0.049034 0.130356 0.230961 Expected Total MS Cnt: 15.3212 Backgound Scale: 0.998996. ITERATION NUMBER 384. Current Log-Posterior: 134613 Step Size: 5671.853061 Smoothing Hyper-parameters: 0.208440 0.271570 0.170059 0.249769 0.183710 0.193929 0.181226 Expected Total MS Cnt: 14.9955 Backgound Scale: 1.01338. ITERATION NUMBER 385. Current Log-Posterior: 80070.7 Step Size: -54542.06783 Smoothing Hyper-parameters: 0.145939 0.155229 0.121422 0.195509 0.071252 0.120975 0.057610 Expected Total MS Cnt: 9.53782 Backgound Scale: 1.01033. ITERATION NUMBER 386. Current Log-Posterior: 116559 Step Size: 36487.79655 Smoothing Hyper-parameters: 0.358199 0.183860 0.028137 0.175920 0.159056 0.092171 0.185213 Expected Total MS Cnt: 8.50855 Backgound Scale: 1.00281. ITERATION NUMBER 387. Current Log-Posterior: 86036.3 Step Size: -30522.20964 Smoothing Hyper-parameters: 0.231099 0.109640 0.217820 0.048185 0.098738 0.145145 0.100040 Expected Total MS Cnt: 7.54217 Backgound Scale: 1.03396. ITERATION NUMBER 388. Current Log-Posterior: 93395.8 Step Size: 7359.503691 Smoothing Hyper-parameters: 0.079033 0.109733 0.094857 0.214893 0.074157 0.095877 0.064625 Expected Total MS Cnt: 8.53207 Backgound Scale: 0.983271. ITERATION NUMBER 389. Current Log-Posterior: 193519 Step Size: 100123.0377 Smoothing Hyper-parameters: 0.189499 0.256470 0.224746 0.191684 0.105847 0.267604 0.100331 Expected Total MS Cnt: 5.65052 Backgound Scale: 1.0024. ITERATION NUMBER 390. Current Log-Posterior: 85872.5 Step Size: -107646.3475 Smoothing Hyper-parameters: 0.123116 0.161851 0.245468 0.108078 0.233678 0.217735 0.273211 Expected Total MS Cnt: 3.4099 Backgound Scale: 1.00013. ITERATION NUMBER 391. Current Log-Posterior: 126506 Step Size: 40633.53817 Smoothing Hyper-parameters: 0.266110 0.065291 0.153363 0.219981 0.359976 0.125550 0.245698 Expected Total MS Cnt: 4.30349 Backgound Scale: 1.01206. ITERATION NUMBER 392. Current Log-Posterior: 104097 Step Size: -22409.33702 Smoothing Hyper-parameters: 0.157125 0.203737 0.143080 0.219981 0.121893 0.126225 0.292051 Expected Total MS Cnt: 5.79603 Backgound Scale: 1.0127. ITERATION NUMBER 393. Current Log-Posterior: 103459 Step Size: -637.7195482 Smoothing Hyper-parameters: 0.025017 0.064274 0.233503 0.143554 0.169410 0.037202 0.128083 Expected Total MS Cnt: 3.30601 Backgound Scale: 0.986768. ITERATION NUMBER 394. Current Log-Posterior: 540233 Step Size: 436773.9529 Smoothing Hyper-parameters: 0.226621 0.099866 0.063527 0.196475 0.182084 0.233647 0.217647 Expected Total MS Cnt: 1.43554 Backgound Scale: 0.997806. ITERATION NUMBER 395. Current Log-Posterior: 102827 Step Size: -437405.825 Smoothing Hyper-parameters: 0.084944 0.126030 0.155858 0.039017 0.061753 0.280012 0.206458 Expected Total MS Cnt: 2.70288 Backgound Scale: 0.998316. ITERATION NUMBER 396. Current Log-Posterior: 179645 Step Size: 76818.27708 Smoothing Hyper-parameters: 0.029233 0.123729 0.135906 0.120512 0.202813 0.141149 0.192457 Expected Total MS Cnt: 1.37028 Backgound Scale: 1.00315. ITERATION NUMBER 397. Current Log-Posterior: 446332 Step Size: 266687.0956 Smoothing Hyper-parameters: 0.165358 0.158023 0.115962 0.294377 0.119573 0.150136 0.199201 Expected Total MS Cnt: 2.09938 Backgound Scale: 0.98882. ITERATION NUMBER 398. Current Log-Posterior: 106391 Step Size: -339941.8501 Smoothing Hyper-parameters: 0.260310 0.132528 0.032867 0.117086 0.165772 0.121272 0.171989 Expected Total MS Cnt: 1.0185 Backgound Scale: 1.01363. ITERATION NUMBER 399. Current Log-Posterior: 99305 Step Size: -7085.608717 Smoothing Hyper-parameters: 0.102582 0.081973 0.163655 0.125400 0.210740 0.154613 0.081672 Expected Total MS Cnt: 1.90896 Backgound Scale: 0.995035. ITERATION NUMBER 400. Current Log-Posterior: 166726 Step Size: 67420.62778 Smoothing Hyper-parameters: 0.168792 0.064544 0.224400 0.148864 0.125982 0.163767 0.139231 Expected Total MS Cnt: 0.540661 Backgound Scale: 1.01009. ITERATION NUMBER 401. Current Log-Posterior: 128688 Step Size: -38037.23531 Smoothing Hyper-parameters: 0.191968 0.204634 0.093352 0.033600 0.078400 0.170706 0.167634 Expected Total MS Cnt: 1.0831 Backgound Scale: 1.0029. ITERATION NUMBER 402. Current Log-Posterior: 97549.1 Step Size: -31139.37234 Smoothing Hyper-parameters: 0.087132 0.149302 0.095090 0.088785 0.215254 0.034161 0.141058 Expected Total MS Cnt: 2.18195 Backgound Scale: 1.01557. ITERATION NUMBER 403. Current Log-Posterior: 172717 Step Size: 75168.181 Smoothing Hyper-parameters: 0.108666 0.082493 0.278610 0.230591 0.358389 0.163920 0.142869 Expected Total MS Cnt: 0.959493 Backgound Scale: 0.985553. ITERATION NUMBER 404. Current Log-Posterior: 156716 Step Size: -16001.65669 Smoothing Hyper-parameters: 0.199223 0.244305 0.221687 0.073622 0.176744 0.208733 0.105107 Expected Total MS Cnt: 1.6828 Backgound Scale: 1.00253. ITERATION NUMBER 405. Current Log-Posterior: 85624.6 Step Size: -71090.96888 Smoothing Hyper-parameters: 0.145943 0.160264 0.054468 0.026154 0.243951 0.202157 0.185500 Expected Total MS Cnt: 1.89978 Backgound Scale: 1.009. ITERATION NUMBER 406. Current Log-Posterior: 125818 Step Size: 40192.99978 Smoothing Hyper-parameters: 0.104098 0.135736 0.102708 0.307261 0.206780 0.057914 0.155300 Expected Total MS Cnt: 1.04239 Backgound Scale: 1.01697. ITERATION NUMBER 407. Current Log-Posterior: 151453 Step Size: 25634.95193 Smoothing Hyper-parameters: 0.068022 0.259592 0.218914 0.204149 0.139208 0.183676 0.133101 Expected Total MS Cnt: 2.07364 Backgound Scale: 1.00929. ITERATION NUMBER 408. Current Log-Posterior: 195835 Step Size: 44382.18124 Smoothing Hyper-parameters: 0.058036 0.212866 0.050961 0.272921 0.158635 0.107460 0.042042 Expected Total MS Cnt: 0.953527 Backgound Scale: 1.01161. ITERATION NUMBER 409. Current Log-Posterior: 243667 Step Size: 47832.58422 Smoothing Hyper-parameters: 0.214520 0.059697 0.118326 0.187264 0.315280 0.227152 0.019372 Expected Total MS Cnt: 1.57139 Backgound Scale: 1.01438. ITERATION NUMBER 410. Current Log-Posterior: 119739 Step Size: -123928.8039 Smoothing Hyper-parameters: 0.225280 0.141184 0.214782 0.049515 0.279273 0.202539 0.166794 Expected Total MS Cnt: 2.76633 Backgound Scale: 1.01694. ITERATION NUMBER 411. Current Log-Posterior: 87556.1 Step Size: -32182.43856 Smoothing Hyper-parameters: 0.157062 0.053960 0.234827 0.184079 0.155411 0.063703 0.192745 Expected Total MS Cnt: 4.10231 Backgound Scale: 0.990658. ITERATION NUMBER 412. Current Log-Posterior: 142398 Step Size: 54841.53492 Smoothing Hyper-parameters: 0.130679 0.279277 0.155330 0.156798 0.223791 0.060249 0.120109 Expected Total MS Cnt: 0.0557544 Backgound Scale: 0.999027. ITERATION NUMBER 413. Current Log-Posterior: 115440 Step Size: -26957.84665 Smoothing Hyper-parameters: 0.242932 0.171821 0.102067 0.111912 0.204483 0.218918 0.206956 Expected Total MS Cnt: 0.0357482 Backgound Scale: 0.998864. ITERATION NUMBER 414. Current Log-Posterior: 82395.7 Step Size: -33044.07714 Smoothing Hyper-parameters: 0.119998 0.150761 0.149095 0.162141 0.032139 0.134540 0.130436 Expected Total MS Cnt: 0.296063 Backgound Scale: 0.993084. ITERATION NUMBER 415. Current Log-Posterior: 132188 Step Size: 49792.18201 Smoothing Hyper-parameters: 0.221688 0.130619 0.128782 0.154894 0.187413 0.103261 0.153778 Expected Total MS Cnt: 0.105777 Backgound Scale: 0.980553. ITERATION NUMBER 416. Current Log-Posterior: 91583.6 Step Size: -40604.25716 Smoothing Hyper-parameters: 0.106562 0.019394 0.203282 0.158601 0.203644 0.203194 0.095582 Expected Total MS Cnt: 1.0079 Backgound Scale: 1.00866. ITERATION NUMBER 417. Current Log-Posterior: 280668 Step Size: 189084.478 Smoothing Hyper-parameters: 0.227021 0.144826 0.072427 0.288898 0.085149 0.131591 0.191376 Expected Total MS Cnt: 3.73927 Backgound Scale: 1.0113. ITERATION NUMBER 418. Current Log-Posterior: 91942.9 Step Size: -188725.2521 Smoothing Hyper-parameters: 0.209348 0.200651 0.231127 0.133170 0.060565 0.227619 0.188361 Expected Total MS Cnt: 5.39726 Backgound Scale: 0.995398. ITERATION NUMBER 419. Current Log-Posterior: 84154.4 Step Size: -7788.471444 Smoothing Hyper-parameters: 0.140223 0.131505 0.234732 0.151575 0.262841 0.028334 0.168511 Expected Total MS Cnt: 2.11483 Backgound Scale: 0.98886. ITERATION NUMBER 420. Current Log-Posterior: 118333 Step Size: 34178.61907 Smoothing Hyper-parameters: 0.066434 0.118400 0.096895 0.117980 0.154119 0.142134 0.140890 Expected Total MS Cnt: 0.279186 Backgound Scale: 0.997315. ITERATION NUMBER 421. Current Log-Posterior: 220514 Step Size: 102181.2803 Smoothing Hyper-parameters: 0.219160 0.119437 0.184732 0.152079 0.195498 0.181272 0.161903 Expected Total MS Cnt: 1.63658 Backgound Scale: 1.00073. ITERATION NUMBER 422. Current Log-Posterior: 91077.5 Step Size: -129436.7912 Smoothing Hyper-parameters: 0.066083 0.224998 0.150518 0.127995 0.107180 0.111401 0.169606 Expected Total MS Cnt: 2.25249 Backgound Scale: 0.994854. ITERATION NUMBER 423. Current Log-Posterior: 207345 Step Size: 116267.1576 Smoothing Hyper-parameters: 0.275186 0.055447 0.099641 0.133520 0.188905 0.167179 0.152762 Expected Total MS Cnt: 0.0782955 Backgound Scale: 0.999623. ITERATION NUMBER 424. Current Log-Posterior: 113002 Step Size: -94342.85412 Smoothing Hyper-parameters: 0.054545 0.233407 0.198354 0.141051 0.199756 0.230713 0.076293 Expected Total MS Cnt: 0.340264 Backgound Scale: 1.01697. ITERATION NUMBER 425. Current Log-Posterior: 242264 Step Size: 129262.371 Smoothing Hyper-parameters: 0.121387 0.208062 0.334525 0.228942 0.188982 0.282467 0.329446 Expected Total MS Cnt: 0.289095 Backgound Scale: 0.992574. ITERATION NUMBER 426. Current Log-Posterior: 123368 Step Size: -118895.7986 Smoothing Hyper-parameters: 0.262365 0.124303 0.203215 0.203685 0.353447 0.266301 0.088666 Expected Total MS Cnt: 2.26794 Backgound Scale: 0.993669. ITERATION NUMBER 427. Current Log-Posterior: 80956.7 Step Size: -42411.65042 Smoothing Hyper-parameters: 0.047282 0.192611 0.209685 0.134536 0.075512 0.080639 0.218716 Expected Total MS Cnt: 1.37317 Backgound Scale: 1.00141. ITERATION NUMBER 428. Current Log-Posterior: 283221 Step Size: 202264.1278 Smoothing Hyper-parameters: 0.199552 0.145069 0.152427 0.165807 0.203865 0.050179 0.145257 Expected Total MS Cnt: 4.5254 Backgound Scale: 0.999831. ITERATION NUMBER 429. Current Log-Posterior: 94065.9 Step Size: -189154.9877 Smoothing Hyper-parameters: 0.235910 0.257208 0.172677 0.252634 0.113185 0.145478 0.177526 Expected Total MS Cnt: 0.91055 Backgound Scale: 1.00458. ITERATION NUMBER 430. Current Log-Posterior: 74768.6 Step Size: -19297.21895 Smoothing Hyper-parameters: 0.040062 0.089023 0.165191 0.101207 0.145585 0.244796 0.158258 Expected Total MS Cnt: 3.09557 Backgound Scale: 1.00225. ITERATION NUMBER 431. Current Log-Posterior: 343078 Step Size: 268309.2926 Smoothing Hyper-parameters: 0.149765 0.107668 0.082211 0.259957 0.155809 0.120566 0.053308 Expected Total MS Cnt: 1.87478 Backgound Scale: 1.0008. ITERATION NUMBER 432. Current Log-Posterior: 122708 Step Size: -220370.215 Smoothing Hyper-parameters: 0.146252 0.186388 0.147252 0.221255 0.237874 0.231846 0.055999 Expected Total MS Cnt: 0.728007 Backgound Scale: 1.00954. ITERATION NUMBER 433. Current Log-Posterior: 110350 Step Size: -12357.25726 Smoothing Hyper-parameters: 0.075282 0.216310 0.106355 0.264521 0.186450 0.194620 0.246728 Expected Total MS Cnt: 0.129218 Backgound Scale: 1.00523. ITERATION NUMBER 434. Current Log-Posterior: 188196 Step Size: 77845.28753 Smoothing Hyper-parameters: 0.226235 0.297345 0.236469 0.228679 0.171334 0.159711 0.200014 Expected Total MS Cnt: 1.7423 Backgound Scale: 1.00125. ITERATION NUMBER 435. Current Log-Posterior: 73442.9 Step Size: -114752.8917 Smoothing Hyper-parameters: 0.201894 0.128293 0.135745 0.164894 0.208237 0.241188 0.141217 Expected Total MS Cnt: 1.90203 Backgound Scale: 1.00835. ITERATION NUMBER 436. Current Log-Posterior: 95819.3 Step Size: 22376.43488 Smoothing Hyper-parameters: 0.024299 0.247048 0.155377 0.353251 0.273327 0.179218 0.301309 Expected Total MS Cnt: 2.71998 Backgound Scale: 0.997915. ITERATION NUMBER 437. Current Log-Posterior: 525554 Step Size: 429734.4905 Smoothing Hyper-parameters: 0.235999 0.192749 0.029290 0.151842 0.308478 0.049416 0.166969 Expected Total MS Cnt: 0.53216 Backgound Scale: 0.999928. ITERATION NUMBER 438. Current Log-Posterior: 101413 Step Size: -424140.5105 Smoothing Hyper-parameters: 0.206659 0.065184 0.236826 0.161408 0.013516 0.170859 0.142433 Expected Total MS Cnt: 2.34577 Backgound Scale: 1.00844. ITERATION NUMBER 439. Current Log-Posterior: 117999 Step Size: 16585.5785 Smoothing Hyper-parameters: 0.133721 0.157323 0.078441 0.052747 0.399527 0.185979 0.166025 Expected Total MS Cnt: 0.192314 Backgound Scale: 1.01161. ITERATION NUMBER 440. Current Log-Posterior: 127829 Step Size: 9829.944287 Smoothing Hyper-parameters: 0.152060 0.137959 0.246734 0.142330 0.203663 0.122258 0.176200 Expected Total MS Cnt: 2.8608 Backgound Scale: 1.00411. ITERATION NUMBER 441. Current Log-Posterior: 110934 Step Size: -16894.44492 Smoothing Hyper-parameters: 0.163393 0.053661 0.246734 0.220796 0.262832 0.159547 0.217812 Expected Total MS Cnt: 6.23447 Backgound Scale: 0.989273. ITERATION NUMBER 442. Current Log-Posterior: 139320 Step Size: 28386.03353 Smoothing Hyper-parameters: 0.051747 0.099209 0.148172 0.169638 0.104268 0.188803 0.269687 Expected Total MS Cnt: 3.94116 Backgound Scale: 1.01021. ITERATION NUMBER 443. Current Log-Posterior: 277504 Step Size: 138183.5799 Smoothing Hyper-parameters: 0.194713 0.074477 0.167255 0.127456 0.061842 0.077627 0.137765 Expected Total MS Cnt: 4.43888 Backgound Scale: 0.998962. ITERATION NUMBER 444. Current Log-Posterior: 116074 Step Size: -161429.6158 Smoothing Hyper-parameters: 0.103388 0.132559 0.267582 0.052611 0.173389 0.149827 0.078416 Expected Total MS Cnt: 2.23559 Backgound Scale: 1.00249. ITERATION NUMBER 445. Current Log-Posterior: 151022 Step Size: 34948.13177 Smoothing Hyper-parameters: 0.077732 0.184500 0.147305 0.200591 0.133126 0.180494 0.196352 Expected Total MS Cnt: 4.52706 Backgound Scale: 1.00327. ITERATION NUMBER 446. Current Log-Posterior: 182732 Step Size: 31709.75657 Smoothing Hyper-parameters: 0.159727 0.130641 0.191395 0.243839 0.277924 0.108635 0.093586 Expected Total MS Cnt: 1.42945 Backgound Scale: 0.999004. ITERATION NUMBER 447. Current Log-Posterior: 108082 Step Size: -74650.64555 Smoothing Hyper-parameters: 0.114668 0.276606 0.142455 0.234600 0.098581 0.118288 0.186057 Expected Total MS Cnt: 2.50574 Backgound Scale: 1.01437. ITERATION NUMBER 448. Current Log-Posterior: 127591 Step Size: 19509.67059 Smoothing Hyper-parameters: 0.285904 0.214075 0.191851 0.196214 0.143622 0.212223 0.109370 Expected Total MS Cnt: 0.554666 Backgound Scale: 0.99786. ITERATION NUMBER 449. Current Log-Posterior: 67846.6 Step Size: -59744.62685 Smoothing Hyper-parameters: 0.311081 0.206740 0.098128 0.258395 0.111838 0.209104 0.259648 Expected Total MS Cnt: 2.93189 Backgound Scale: 1.00978. ITERATION NUMBER 450. Current Log-Posterior: 68167.5 Step Size: 320.8280543 Smoothing Hyper-parameters: 0.288489 0.165704 0.246657 0.161275 0.252593 0.177286 0.118921 Expected Total MS Cnt: 6.30453 Backgound Scale: 0.991511. ITERATION NUMBER 451. Current Log-Posterior: 70529.3 Step Size: 2361.822947 Smoothing Hyper-parameters: 0.264089 0.136620 0.146289 0.171922 0.119582 0.203674 0.102853 Expected Total MS Cnt: 7.11441 Backgound Scale: 1.02188. ITERATION NUMBER 452. Current Log-Posterior: 80433.6 Step Size: 9904.353408 Smoothing Hyper-parameters: 0.200408 0.182511 0.060757 0.237589 0.278777 0.249557 0.163184 Expected Total MS Cnt: 2.87909 Backgound Scale: 0.993922. ITERATION NUMBER 453. Current Log-Posterior: 96007 Step Size: 15573.40266 Smoothing Hyper-parameters: 0.233060 0.185328 0.138295 0.219412 0.016872 0.060015 0.149297 Expected Total MS Cnt: 0.552472 Backgound Scale: 1.00395. ITERATION NUMBER 454. Current Log-Posterior: 83421.8 Step Size: -12585.23687 Smoothing Hyper-parameters: 0.147389 0.090340 0.157190 0.276493 0.157354 0.064625 0.150713 Expected Total MS Cnt: 2.17301 Backgound Scale: 0.999026. ITERATION NUMBER 455. Current Log-Posterior: 125782 Step Size: 42360.59107 Smoothing Hyper-parameters: 0.242932 0.182752 0.147106 0.197616 0.140926 0.219762 0.177819 Expected Total MS Cnt: 2.34293 Backgound Scale: 1.01622. ITERATION NUMBER 456. Current Log-Posterior: 79478 Step Size: -46304.4319 Smoothing Hyper-parameters: 0.280616 0.134152 0.253537 0.133853 0.055856 0.227636 0.130692 Expected Total MS Cnt: 3.76069 Backgound Scale: 1.02428. ITERATION NUMBER 457. Current Log-Posterior: 76646.2 Step Size: -2831.794051 Smoothing Hyper-parameters: 0.101036 0.103862 0.235910 0.063770 0.171392 0.122260 0.195786 Expected Total MS Cnt: 0.16345 Backgound Scale: 0.994675. ITERATION NUMBER 458. Current Log-Posterior: 160591 Step Size: 83944.41504 Smoothing Hyper-parameters: 0.034798 0.116860 0.043908 0.162650 0.269091 0.106573 0.103615 Expected Total MS Cnt: 0.434479 Backgound Scale: 0.99743. ITERATION NUMBER 459. Current Log-Posterior: 394385 Step Size: 233794.4755 Smoothing Hyper-parameters: 0.298964 0.211226 0.103085 0.211277 0.253391 0.163877 0.184091 Expected Total MS Cnt: 0.541597 Backgound Scale: 1.01252. ITERATION NUMBER 460. Current Log-Posterior: 69142.9 Step Size: -325242.1433 Smoothing Hyper-parameters: 0.036159 0.119597 0.240549 0.205928 0.311501 0.012752 0.100924 Expected Total MS Cnt: 2.72529 Backgound Scale: 1.00107. ITERATION NUMBER 461. Current Log-Posterior: 372574 Step Size: 303430.8083 Smoothing Hyper-parameters: 0.134594 0.292385 0.122185 0.336338 0.140016 0.165562 0.082897 Expected Total MS Cnt: 0.445553 Backgound Scale: 1.01727. ITERATION NUMBER 462. Current Log-Posterior: 111170 Step Size: -261403.6975 Smoothing Hyper-parameters: 0.124646 0.128834 0.105123 0.139870 0.019430 0.099493 0.248441 Expected Total MS Cnt: 0.824599 Backgound Scale: 1.01708. ITERATION NUMBER 463. Current Log-Posterior: 135804 Step Size: 24633.89662 Smoothing Hyper-parameters: 0.117136 0.078226 0.158238 0.236977 0.156297 0.013747 0.282610 Expected Total MS Cnt: 4.64196 Backgound Scale: 1.01342. ITERATION NUMBER 464. Current Log-Posterior: 151794 Step Size: 15990.1533 Smoothing Hyper-parameters: 0.108035 0.043303 0.101830 0.236848 0.143885 0.144540 0.104395 Expected Total MS Cnt: 7.48299 Backgound Scale: 1.00537. ITERATION NUMBER 465. Current Log-Posterior: 192914 Step Size: 41119.9321 Smoothing Hyper-parameters: 0.175151 0.088599 0.139667 0.055019 0.246301 0.105177 0.234958 Expected Total MS Cnt: 3.59069 Backgound Scale: 0.996934. ITERATION NUMBER 466. Current Log-Posterior: 117975 Step Size: -74939.11267 Smoothing Hyper-parameters: 0.207924 0.244727 0.106496 0.043983 0.235766 0.116813 0.220745 Expected Total MS Cnt: 3.5034 Backgound Scale: 1.00191. ITERATION NUMBER 467. Current Log-Posterior: 87807.3 Step Size: -30167.55194 Smoothing Hyper-parameters: 0.240780 0.185155 0.159239 0.180139 0.141331 0.203288 0.147755 Expected Total MS Cnt: 5.7911 Backgound Scale: 0.999417. ITERATION NUMBER 468. Current Log-Posterior: 79640.5 Step Size: -8166.875409 Smoothing Hyper-parameters: 0.209994 0.094579 0.193058 0.111395 0.148568 0.107093 0.294317 Expected Total MS Cnt: 5.70756 Backgound Scale: 0.993534. ITERATION NUMBER 469. Current Log-Posterior: 100373 Step Size: 20732.71772 Smoothing Hyper-parameters: 0.229945 0.083179 0.138280 0.273340 0.121338 0.074546 0.033672 Expected Total MS Cnt: 2.25757 Backgound Scale: 1.00709. ITERATION NUMBER 470. Current Log-Posterior: 102136 Step Size: 1763.315416 Smoothing Hyper-parameters: 0.050059 0.202487 0.261298 0.175170 0.052323 0.259894 0.126900 Expected Total MS Cnt: 8.59815 Backgound Scale: 1.01326. ITERATION NUMBER 471. Current Log-Posterior: 264280 Step Size: 162143.0644 Smoothing Hyper-parameters: 0.224698 0.167358 0.086682 0.277386 0.046742 0.168930 0.150724 Expected Total MS Cnt: 4.62614 Backgound Scale: 1.00136. ITERATION NUMBER 472. Current Log-Posterior: 88377.9 Step Size: -175901.639 Smoothing Hyper-parameters: 0.209462 0.111920 0.186481 0.134114 0.176442 0.271629 0.092913 Expected Total MS Cnt: 4.85106 Backgound Scale: 0.999938. ITERATION NUMBER 473. Current Log-Posterior: 95676.5 Step Size: 7298.578336 Smoothing Hyper-parameters: 0.331319 0.081761 0.132396 0.120594 0.087717 0.228554 0.075677 Expected Total MS Cnt: 5.1269 Backgound Scale: 0.990678. ITERATION NUMBER 474. Current Log-Posterior: 86527.6 Step Size: -9148.930242 Smoothing Hyper-parameters: 0.231039 0.140393 0.145125 0.314060 0.323154 0.279660 0.124221 Expected Total MS Cnt: 14.1917 Backgound Scale: 1.00239. ITERATION NUMBER 475. Current Log-Posterior: 84931.6 Step Size: -1596.003098 Smoothing Hyper-parameters: 0.157378 0.298371 0.238200 0.173917 0.245147 0.180770 0.222004 Expected Total MS Cnt: 10.6641 Backgound Scale: 1.01027. ITERATION NUMBER 476. Current Log-Posterior: 96452.4 Step Size: 11520.84156 Smoothing Hyper-parameters: 0.083058 0.192324 0.161512 0.191498 0.167412 0.192024 0.273155 Expected Total MS Cnt: 16.4645 Backgound Scale: 1.01153. ITERATION NUMBER 477. Current Log-Posterior: 171342 Step Size: 74889.29959 Smoothing Hyper-parameters: 0.189843 0.160517 0.160306 0.146567 0.229838 0.299957 0.187701 Expected Total MS Cnt: 21.7066 Backgound Scale: 0.994132. ITERATION NUMBER 478. Current Log-Posterior: 93693.7 Step Size: -77648.00618 Smoothing Hyper-parameters: 0.115117 0.187205 0.205270 0.160512 0.247799 0.188232 0.263036 Expected Total MS Cnt: 11.5456 Backgound Scale: 1.01354. ITERATION NUMBER 479. Current Log-Posterior: 131372 Step Size: 37678.11488 Smoothing Hyper-parameters: 0.237705 0.010469 0.101101 0.118307 0.156409 0.147035 0.150498 Expected Total MS Cnt: 10.8043 Backgound Scale: 1.00379. ITERATION NUMBER 480. Current Log-Posterior: 354391 Step Size: 223019.071 Smoothing Hyper-parameters: 0.118937 0.193838 0.055218 0.119151 0.246428 0.139157 0.268087 Expected Total MS Cnt: 3.79257 Backgound Scale: 0.989239. ITERATION NUMBER 481. Current Log-Posterior: 135781 Step Size: -218610.1765 Smoothing Hyper-parameters: 0.195856 0.124841 0.056985 0.122774 0.189028 0.069190 0.310309 Expected Total MS Cnt: 4.157 Backgound Scale: 0.993719. ITERATION NUMBER 482. Current Log-Posterior: 105871 Step Size: -29910.16858 Smoothing Hyper-parameters: 0.080180 0.058334 0.059495 0.152632 0.230966 0.141478 0.226610 Expected Total MS Cnt: 7.9052 Backgound Scale: 0.999128. ITERATION NUMBER 483. Current Log-Posterior: 219776 Step Size: 113905.7981 Smoothing Hyper-parameters: 0.204417 0.144123 0.265329 0.122664 0.091755 0.099480 0.295005 Expected Total MS Cnt: 9.03733 Backgound Scale: 1.00573. ITERATION NUMBER 484. Current Log-Posterior: 90647.5 Step Size: -129128.8389 Smoothing Hyper-parameters: 0.201163 0.101501 0.248154 0.134624 0.118813 0.323516 0.203557 Expected Total MS Cnt: 4.35443 Backgound Scale: 0.998676. ITERATION NUMBER 485. Current Log-Posterior: 100156 Step Size: 9508.825302 Smoothing Hyper-parameters: 0.191782 0.184851 0.106126 0.099463 0.265665 0.253092 0.223540 Expected Total MS Cnt: 4.26208 Backgound Scale: 1.00568. ITERATION NUMBER 486. Current Log-Posterior: 94115 Step Size: -6041.311576 Smoothing Hyper-parameters: 0.307198 0.107271 0.194173 0.225540 0.114510 0.111940 0.205606 Expected Total MS Cnt: 4.66786 Backgound Scale: 1.00432. ITERATION NUMBER 487. Current Log-Posterior: 78349.7 Step Size: -15765.36561 Smoothing Hyper-parameters: 0.086548 0.201816 0.182210 0.078876 0.105245 0.251729 0.197965 Expected Total MS Cnt: 1.50209 Backgound Scale: 1.02202. ITERATION NUMBER 488. Current Log-Posterior: 166771 Step Size: 88421.51006 Smoothing Hyper-parameters: 0.161558 0.150050 0.107782 0.227139 0.251207 0.132137 0.164702 Expected Total MS Cnt: 1.30852 Backgound Scale: 1.00104. ITERATION NUMBER 489. Current Log-Posterior: 107054 Step Size: -59716.67547 Smoothing Hyper-parameters: 0.158949 0.190066 0.234470 0.175449 0.081815 0.089755 0.196079 Expected Total MS Cnt: 0.0122838 Backgound Scale: 1.01256. ITERATION NUMBER 490. Current Log-Posterior: 101952 Step Size: -5102.825278 Smoothing Hyper-parameters: 0.152342 0.053358 0.095227 0.278637 0.053256 0.156747 0.069565 Expected Total MS Cnt: 2.79044 Backgound Scale: 1.0098. ITERATION NUMBER 491. Current Log-Posterior: 149742 Step Size: 47790.14414 Smoothing Hyper-parameters: 0.166518 0.201360 0.254895 0.213153 0.313189 0.093284 0.085325 Expected Total MS Cnt: 0.899173 Backgound Scale: 0.986606. ITERATION NUMBER 492. Current Log-Posterior: 97583.5 Step Size: -52158.29024 Smoothing Hyper-parameters: 0.148004 0.153552 0.164346 0.224725 0.249037 0.196053 0.261616 Expected Total MS Cnt: 0.412858 Backgound Scale: 1.00657. ITERATION NUMBER 493. Current Log-Posterior: 112285 Step Size: 14701.17447 Smoothing Hyper-parameters: 0.233395 0.162439 0.109845 0.186772 0.150951 0.160306 0.160942 Expected Total MS Cnt: 1.0019 Backgound Scale: 0.995304. ITERATION NUMBER 494. Current Log-Posterior: 83739.5 Step Size: -28545.17169 Smoothing Hyper-parameters: 0.052070 0.149832 0.334097 0.221244 0.248943 0.086620 0.143149 Expected Total MS Cnt: 0.151527 Backgound Scale: 1.01239. ITERATION NUMBER 495. Current Log-Posterior: 264098 Step Size: 180358.1683 Smoothing Hyper-parameters: 0.140132 0.047928 0.120336 0.156580 0.101757 0.174405 0.093972 Expected Total MS Cnt: 1.29026 Backgound Scale: 1.01131. ITERATION NUMBER 496. Current Log-Posterior: 161895 Step Size: -102202.6686 Smoothing Hyper-parameters: 0.116957 0.244767 0.167978 0.107773 0.156860 0.110659 0.174907 Expected Total MS Cnt: 0.0960154 Backgound Scale: 1.0011. ITERATION NUMBER 497. Current Log-Posterior: 127833 Step Size: -34062.12479 Smoothing Hyper-parameters: 0.241692 0.335776 0.244187 0.051172 0.161091 0.259012 0.022927 Expected Total MS Cnt: 1.99441 Backgound Scale: 1.0123. ITERATION NUMBER 498. Current Log-Posterior: 71825.9 Step Size: -56006.99845 Smoothing Hyper-parameters: 0.070627 0.199085 0.222407 0.120686 0.197276 0.127780 0.218887 Expected Total MS Cnt: 0.58876 Backgound Scale: 1.01858. ITERATION NUMBER 499. Current Log-Posterior: 196345 Step Size: 124519.0009 Smoothing Hyper-parameters: 0.062582 0.064583 0.211270 0.141805 0.294718 0.172623 0.103537 Expected Total MS Cnt: 1.02445 Backgound Scale: 1.01104. ITERATION NUMBER 500. Current Log-Posterior: 247668 Step Size: 51322.98211 Smoothing Hyper-parameters: 0.173174 0.318248 0.102319 0.058308 0.154971 0.096090 0.237972 Expected Total MS Cnt: 3.02083 Backgound Scale: 1.01929. ITERATION NUMBER 501. Current Log-Posterior: 96933.4 Step Size: -150734.47 Smoothing Hyper-parameters: 0.133011 0.281222 0.227309 0.170715 0.104061 0.200619 0.251570 Expected Total MS Cnt: 3.07522 Backgound Scale: 1.01439. ITERATION NUMBER 502. Current Log-Posterior: 112063 Step Size: 15129.40098 Smoothing Hyper-parameters: 0.242143 0.117297 0.248086 0.131301 0.083953 0.239037 0.180289 Expected Total MS Cnt: 1.65607 Backgound Scale: 1.01051. ITERATION NUMBER 503. Current Log-Posterior: 87814.8 Step Size: -24248.02606 Smoothing Hyper-parameters: 0.241410 0.108555 0.110664 0.057211 0.253314 0.230727 0.156281 Expected Total MS Cnt: 0.928846 Backgound Scale: 1.00136. ITERATION NUMBER 504. Current Log-Posterior: 92385.4 Step Size: 4570.572348 Smoothing Hyper-parameters: 0.216258 0.166218 0.237110 0.283304 0.199396 0.057300 0.188902 Expected Total MS Cnt: 3.24355 Backgound Scale: 1.0063. ITERATION NUMBER 505. Current Log-Posterior: 84269.4 Step Size: -8115.980713 Smoothing Hyper-parameters: 0.155288 0.171330 0.157570 0.091731 0.102200 0.088437 0.111343 Expected Total MS Cnt: 7.32714 Backgound Scale: 1.00313. ITERATION NUMBER 506. Current Log-Posterior: 108771 Step Size: 24501.69488 Smoothing Hyper-parameters: 0.090827 0.043216 0.237905 0.091721 0.246005 0.076856 0.089484 Expected Total MS Cnt: 0.773674 Backgound Scale: 1.00677. ITERATION NUMBER 507. Current Log-Posterior: 214054 Step Size: 105282.8064 Smoothing Hyper-parameters: 0.105679 0.076624 0.190752 0.204353 0.083170 0.094781 0.080506 Expected Total MS Cnt: 0.564106 Backgound Scale: 1.00439. ITERATION NUMBER 508. Current Log-Posterior: 161798 Step Size: -52255.82401 Smoothing Hyper-parameters: 0.104628 0.202533 0.152364 0.194483 0.168383 0.059482 0.156709 Expected Total MS Cnt: 1.61818 Backgound Scale: 1.0036. ITERATION NUMBER 509. Current Log-Posterior: 141342 Step Size: -20455.77509 Smoothing Hyper-parameters: 0.165577 0.148081 0.104945 0.225993 0.153348 0.046401 0.241233 Expected Total MS Cnt: 4.23249 Backgound Scale: 1.02274. ITERATION NUMBER 510. Current Log-Posterior: 107308 Step Size: -34034.67301 Smoothing Hyper-parameters: 0.059838 0.254457 0.108506 0.169936 0.017107 0.115937 0.262770 Expected Total MS Cnt: 6.86577 Backgound Scale: 1.00124. ITERATION NUMBER 511. Current Log-Posterior: 229366 Step Size: 122058.8406 Smoothing Hyper-parameters: 0.159182 0.193873 0.365054 0.287861 0.089285 0.097514 0.102035 Expected Total MS Cnt: 13.2931 Backgound Scale: 0.994796. ITERATION NUMBER 512. Current Log-Posterior: 99191.7 Step Size: -130174.7377 Smoothing Hyper-parameters: 0.200899 0.155986 0.122775 0.177028 0.094398 0.238756 0.152749 Expected Total MS Cnt: 11.6122 Backgound Scale: 0.995549. ITERATION NUMBER 513. Current Log-Posterior: 93647.9 Step Size: -5543.799649 Smoothing Hyper-parameters: 0.098765 0.172765 0.090044 0.218094 0.238910 0.222446 0.161847 Expected Total MS Cnt: 10.8966 Backgound Scale: 0.985643. ITERATION NUMBER 514. Current Log-Posterior: 155724 Step Size: 62075.8744 Smoothing Hyper-parameters: 0.157564 0.168236 0.259748 0.211393 0.115068 0.255276 0.223131 Expected Total MS Cnt: 18.4428 Backgound Scale: 1.01048. ITERATION NUMBER 515. Current Log-Posterior: 104302 Step Size: -51421.93169 Smoothing Hyper-parameters: 0.251995 0.184563 0.268003 0.153445 0.227886 0.128170 0.199253 Expected Total MS Cnt: 14.6942 Backgound Scale: 1.00238. ITERATION NUMBER 516. Current Log-Posterior: 74623.2 Step Size: -29678.69758 Smoothing Hyper-parameters: 0.193827 0.186576 0.262679 0.189663 0.150576 0.180592 0.284055 Expected Total MS Cnt: 4.10886 Backgound Scale: 1.00857. ITERATION NUMBER 517. Current Log-Posterior: 88608.1 Step Size: 13984.92182 Smoothing Hyper-parameters: 0.094356 0.264797 0.285800 0.150935 0.119313 0.129429 0.326201 Expected Total MS Cnt: 6.20587 Backgound Scale: 1.00334. ITERATION NUMBER 518. Current Log-Posterior: 147213 Step Size: 58605.0457 Smoothing Hyper-parameters: 0.159822 0.146729 0.156837 0.262432 0.081545 0.249262 0.247819 Expected Total MS Cnt: 7.91435 Backgound Scale: 1.02489. ITERATION NUMBER 519. Current Log-Posterior: 108706 Step Size: -38506.99654 Smoothing Hyper-parameters: 0.174815 0.166265 0.148858 0.256765 0.207538 0.247816 0.141009 Expected Total MS Cnt: 6.74258 Backgound Scale: 0.990632. ITERATION NUMBER 520. Current Log-Posterior: 98121.3 Step Size: -10584.86468 Smoothing Hyper-parameters: 0.253051 0.179180 0.081856 0.143429 0.110121 0.080550 0.062037 Expected Total MS Cnt: 3.5431 Backgound Scale: 1.00551. ITERATION NUMBER 521. Current Log-Posterior: 81666.4 Step Size: -16454.87029 Smoothing Hyper-parameters: 0.173990 0.073835 0.200193 0.078530 0.179069 0.067466 0.139513 Expected Total MS Cnt: 2.22799 Backgound Scale: 1.00265. ITERATION NUMBER 522. Current Log-Posterior: 122620 Step Size: 40953.95003 Smoothing Hyper-parameters: 0.179640 0.321599 0.083046 0.203384 0.030947 0.163461 0.218182 Expected Total MS Cnt: 3.29512 Backgound Scale: 0.995458. ITERATION NUMBER 523. Current Log-Posterior: 93865.3 Step Size: -28755.00389 Smoothing Hyper-parameters: 0.145103 0.236707 0.302091 0.142860 0.163921 0.228235 0.317784 Expected Total MS Cnt: 2.87086 Backgound Scale: 1.00799. ITERATION NUMBER 524. Current Log-Posterior: 105702 Step Size: 11836.83109 Smoothing Hyper-parameters: 0.268542 0.171577 0.274357 0.098220 0.052012 0.246840 0.227371 Expected Total MS Cnt: 6.82266 Backgound Scale: 0.997115. ITERATION NUMBER 525. Current Log-Posterior: 73466.1 Step Size: -32236.10666 Smoothing Hyper-parameters: 0.060029 0.191076 0.180826 0.096228 0.177494 0.167204 0.170967 Expected Total MS Cnt: 6.24352 Backgound Scale: 0.995232. ITERATION NUMBER 526. Current Log-Posterior: 227416 Step Size: 153949.7792 Smoothing Hyper-parameters: 0.032923 0.244639 0.252830 0.106023 0.074072 0.092178 0.082092 Expected Total MS Cnt: 4.06688 Backgound Scale: 0.999093. ITERATION NUMBER 527. Current Log-Posterior: 390940 Step Size: 163523.7361 Smoothing Hyper-parameters: 0.254298 0.109148 0.234204 0.133393 0.167111 0.189477 0.102193 Expected Total MS Cnt: 3.05655 Backgound Scale: 1.00495. ITERATION NUMBER 528. Current Log-Posterior: 86241.1 Step Size: -304698.511 Smoothing Hyper-parameters: 0.093962 0.228370 0.080074 0.227238 0.123897 0.199850 0.282945 Expected Total MS Cnt: 10.9491 Backgound Scale: 0.998573. ITERATION NUMBER 529. Current Log-Posterior: 156312 Step Size: 70071.22856 Smoothing Hyper-parameters: 0.239808 0.243185 0.171288 0.096623 0.176746 0.167921 0.143282 Expected Total MS Cnt: 16.4325 Backgound Scale: 1.01042. ITERATION NUMBER 530. Current Log-Posterior: 75425.2 Step Size: -80887.05974 Smoothing Hyper-parameters: 0.280029 0.284245 0.068657 0.200770 0.034742 0.127430 0.074260 Expected Total MS Cnt: 8.12834 Backgound Scale: 0.998588. ITERATION NUMBER 531. Current Log-Posterior: 73241.5 Step Size: -2183.739504 Smoothing Hyper-parameters: 0.162367 0.206248 0.111904 0.143515 0.118433 0.104463 0.101971 Expected Total MS Cnt: 6.28471 Backgound Scale: 1.00685. ITERATION NUMBER 532. Current Log-Posterior: 102937 Step Size: 29695.93671 Smoothing Hyper-parameters: 0.312725 0.146933 0.358394 0.109342 0.144498 0.107448 0.327958 Expected Total MS Cnt: 4.32783 Backgound Scale: 0.997443. ITERATION NUMBER 533. Current Log-Posterior: 68701.6 Step Size: -34235.86805 Smoothing Hyper-parameters: 0.236913 0.194652 0.206186 0.158399 0.131145 0.055537 0.197743 Expected Total MS Cnt: 9.77871 Backgound Scale: 1.01143. ITERATION NUMBER 534. Current Log-Posterior: 77424.9 Step Size: 8723.380478 Smoothing Hyper-parameters: 0.230426 0.185438 0.307656 0.049219 0.238663 0.086890 0.119292 Expected Total MS Cnt: 7.25225 Backgound Scale: 0.999141. ITERATION NUMBER 535. Current Log-Posterior: 81195.3 Step Size: 3770.320701 Smoothing Hyper-parameters: 0.287596 0.108284 0.168644 0.224647 0.320813 0.105208 0.243214 Expected Total MS Cnt: 12.4387 Backgound Scale: 1.007. ITERATION NUMBER 536. Current Log-Posterior: 80789.5 Step Size: -405.7649535 Smoothing Hyper-parameters: 0.095072 0.227603 0.092415 0.083030 0.144416 0.009065 0.184681 Expected Total MS Cnt: 10.7092 Backgound Scale: 0.99767. ITERATION NUMBER 537. Current Log-Posterior: 158076 Step Size: 77286.81251 Smoothing Hyper-parameters: 0.189149 0.122006 0.125526 0.042411 0.248546 0.136962 0.178851 Expected Total MS Cnt: 20.266 Backgound Scale: 0.990809. ITERATION NUMBER 538. Current Log-Posterior: 105403 Step Size: -52673.12397 Smoothing Hyper-parameters: 0.192464 0.292479 0.186342 0.135833 0.196948 0.240674 0.144271 Expected Total MS Cnt: 19.2166 Backgound Scale: 0.997041. ITERATION NUMBER 539. Current Log-Posterior: 84558.1 Step Size: -20845.09171 Smoothing Hyper-parameters: 0.209937 0.198187 0.228982 0.271072 0.345017 0.250289 0.168160 Expected Total MS Cnt: 13.6099 Backgound Scale: 0.986786. ITERATION NUMBER 540. Current Log-Posterior: 82855.5 Step Size: -1702.544526 Smoothing Hyper-parameters: 0.062205 0.209292 0.160677 0.134129 0.179161 0.156362 0.254726 Expected Total MS Cnt: 22.02 Backgound Scale: 0.990845. ITERATION NUMBER 541. Current Log-Posterior: 221005 Step Size: 138149.7272 Smoothing Hyper-parameters: 0.211616 0.276212 0.281202 0.106869 0.180604 0.255429 0.167919 Expected Total MS Cnt: 13.2101 Backgound Scale: 1.002. ITERATION NUMBER 542. Current Log-Posterior: 78221 Step Size: -142784.2706 Smoothing Hyper-parameters: 0.101898 0.147287 0.133177 0.220824 0.194976 0.246845 0.172401 Expected Total MS Cnt: 6.41524 Backgound Scale: 0.995933. ITERATION NUMBER 543. Current Log-Posterior: 149757 Step Size: 71535.83942 Smoothing Hyper-parameters: 0.287698 0.261245 0.117449 0.156337 0.070580 0.071468 0.142477 Expected Total MS Cnt: 6.22864 Backgound Scale: 0.99207. ITERATION NUMBER 544. Current Log-Posterior: 68078.1 Step Size: -81678.73269 Smoothing Hyper-parameters: 0.059768 0.210786 0.218845 0.269583 0.085731 0.100788 0.246887 Expected Total MS Cnt: 9.20368 Backgound Scale: 0.99602. ITERATION NUMBER 545. Current Log-Posterior: 224073 Step Size: 155994.9278 Smoothing Hyper-parameters: 0.075402 0.091206 0.156808 0.142201 0.094341 0.007248 0.103478 Expected Total MS Cnt: 2.19011 Backgound Scale: 1.00685. ITERATION NUMBER 546. Current Log-Posterior: 205218 Step Size: -18855.25366 Smoothing Hyper-parameters: 0.120090 0.171357 0.079736 0.190372 0.201387 0.255055 0.063919 Expected Total MS Cnt: 0.766011 Backgound Scale: 1.00022. ITERATION NUMBER 547. Current Log-Posterior: 133343 Step Size: -71875.26002 Smoothing Hyper-parameters: 0.147929 0.164705 0.082697 0.114880 0.248926 0.079716 0.161549 Expected Total MS Cnt: 1.94619 Backgound Scale: 0.990927. ITERATION NUMBER 548. Current Log-Posterior: 116829 Step Size: -16513.48038 Smoothing Hyper-parameters: 0.166469 0.159438 0.099509 0.040566 0.304070 0.112283 0.217896 Expected Total MS Cnt: 1.95145 Backgound Scale: 0.997511. ITERATION NUMBER 549. Current Log-Posterior: 108110 Step Size: -8719.186945 Smoothing Hyper-parameters: 0.087867 0.132494 0.245755 0.264005 0.127556 0.186331 0.098612 Expected Total MS Cnt: 3.99423 Backgound Scale: 0.997985. ITERATION NUMBER 550. Current Log-Posterior: 169123 Step Size: 61012.75733 Smoothing Hyper-parameters: 0.093486 0.177260 0.264671 0.081085 0.111297 0.171525 0.067738 Expected Total MS Cnt: 8.00956 Backgound Scale: 1.00756. ITERATION NUMBER 551. Current Log-Posterior: 157374 Step Size: -11748.78435 Smoothing Hyper-parameters: 0.257264 0.160356 0.334793 0.155731 0.264607 0.077855 0.144960 Expected Total MS Cnt: 2.89009 Backgound Scale: 0.995841. ITERATION NUMBER 552. Current Log-Posterior: 75347.8 Step Size: -82026.04515 Smoothing Hyper-parameters: 0.121970 0.073665 0.198566 0.239904 0.165797 0.067814 0.233848 Expected Total MS Cnt: 3.36644 Backgound Scale: 0.997401. ITERATION NUMBER 553. Current Log-Posterior: 149127 Step Size: 73779.02316 Smoothing Hyper-parameters: 0.231356 0.159722 0.035886 0.051385 0.292791 0.110525 0.194986 Expected Total MS Cnt: 3.6545 Backgound Scale: 1.00217. ITERATION NUMBER 554. Current Log-Posterior: 102178 Step Size: -46948.92833 Smoothing Hyper-parameters: 0.137063 0.226825 0.203023 0.171174 0.274918 0.177962 0.081911 Expected Total MS Cnt: 1.92001 Backgound Scale: 1.00691. ITERATION NUMBER 555. Current Log-Posterior: 111493 Step Size: 9315.220206 Smoothing Hyper-parameters: 0.139254 0.162085 0.213772 0.280492 0.060674 0.250212 0.178967 Expected Total MS Cnt: 3.53661 Backgound Scale: 0.996319. ITERATION NUMBER 556. Current Log-Posterior: 115668 Step Size: 4174.512387 Smoothing Hyper-parameters: 0.270094 0.216516 0.063775 0.236285 0.106119 0.216973 0.159968 Expected Total MS Cnt: 3.37816 Backgound Scale: 1.00352. ITERATION NUMBER 557. Current Log-Posterior: 78600.8 Step Size: -37066.78949 Smoothing Hyper-parameters: 0.205663 0.157768 0.153403 0.302796 0.249545 0.088948 0.295245 Expected Total MS Cnt: 1.88487 Backgound Scale: 0.991352. ITERATION NUMBER 558. Current Log-Posterior: 89270.1 Step Size: 10669.29947 Smoothing Hyper-parameters: 0.141605 0.187752 0.084721 0.108468 0.053836 0.174407 0.226877 Expected Total MS Cnt: 1.41291 Backgound Scale: 0.999588. ITERATION NUMBER 559. Current Log-Posterior: 118029 Step Size: 28758.46176 Smoothing Hyper-parameters: 0.100788 0.180528 0.177069 0.166449 0.107389 0.183225 0.293514 Expected Total MS Cnt: 0.380046 Backgound Scale: 0.997218. ITERATION NUMBER 560. Current Log-Posterior: 145897 Step Size: 27868.37629 Smoothing Hyper-parameters: 0.082776 0.010219 0.117703 0.214334 0.146626 0.265598 0.185688 Expected Total MS Cnt: 0.0185999 Backgound Scale: 1.00138. ITERATION NUMBER 561. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.281723 0.145640 0.166604 0.173342 0.158350 0.115850 0.077837 Expected Total MS Cnt: 0.37112 Backgound Scale: 0.990771. ITERATION NUMBER 562. Current Log-Posterior: 76099.4 Step Size: -inf Smoothing Hyper-parameters: 0.082094 0.204487 0.074357 0.181012 0.013279 0.110736 0.133325 Expected Total MS Cnt: 0.432718 Backgound Scale: 1.01. ITERATION NUMBER 563. Current Log-Posterior: 181612 Step Size: 105513.026 Smoothing Hyper-parameters: 0.141604 0.072067 0.079128 0.276419 0.156425 0.090949 0.089184 Expected Total MS Cnt: 1.89372 Backgound Scale: 1.00877. ITERATION NUMBER 564. Current Log-Posterior: 141588 Step Size: -40024.61641 Smoothing Hyper-parameters: 0.229443 0.091311 0.073006 0.303065 0.158614 0.280143 0.185336 Expected Total MS Cnt: 0.725245 Backgound Scale: 0.99744. ITERATION NUMBER 565. Current Log-Posterior: 102028 Step Size: -39559.40059 Smoothing Hyper-parameters: 0.112653 0.203656 0.018784 0.243111 0.096307 0.191951 0.172145 Expected Total MS Cnt: 3.58767 Backgound Scale: 1.0109. ITERATION NUMBER 566. Current Log-Posterior: 166038 Step Size: 64009.23517 Smoothing Hyper-parameters: 0.202953 0.252292 0.259894 0.060957 0.026433 0.029243 0.088084 Expected Total MS Cnt: 3.76143 Backgound Scale: 0.995548. ITERATION NUMBER 567. Current Log-Posterior: 84832 Step Size: -81205.61691 Smoothing Hyper-parameters: 0.314562 0.239295 0.208640 0.070019 0.169959 0.223845 0.267559 Expected Total MS Cnt: 0.787146 Backgound Scale: 0.98918. ITERATION NUMBER 568. Current Log-Posterior: 63645.2 Step Size: -21186.80974 Smoothing Hyper-parameters: 0.221928 0.229754 0.037637 0.158906 0.069995 0.093533 0.075754 Expected Total MS Cnt: 2.70428 Backgound Scale: 1.00341. ITERATION NUMBER 569. Current Log-Posterior: 96349.6 Step Size: 32704.37402 Smoothing Hyper-parameters: 0.165804 0.160238 0.189197 0.193038 0.081507 0.233307 0.090570 Expected Total MS Cnt: 0.896929 Backgound Scale: 1.00508. ITERATION NUMBER 570. Current Log-Posterior: 102282 Step Size: 5932.653237 Smoothing Hyper-parameters: 0.229695 0.226976 0.154693 0.113787 0.103345 0.166572 0.152179 Expected Total MS Cnt: 0.889862 Backgound Scale: 1.00767. ITERATION NUMBER 571. Current Log-Posterior: 78877.8 Step Size: -23404.3928 Smoothing Hyper-parameters: 0.195400 0.068258 0.133951 0.259785 0.338630 0.149413 0.074838 Expected Total MS Cnt: 0.887805 Backgound Scale: 1.00121. ITERATION NUMBER 572. Current Log-Posterior: 117767 Step Size: 38889.09055 Smoothing Hyper-parameters: 0.165540 0.349684 0.260317 0.281964 0.092673 0.235898 0.231305 Expected Total MS Cnt: 2.48521 Backgound Scale: 0.994409. ITERATION NUMBER 573. Current Log-Posterior: 91878.6 Step Size: -25888.26511 Smoothing Hyper-parameters: 0.045852 0.161011 0.207587 0.128335 0.086596 0.129587 0.190252 Expected Total MS Cnt: 5.35299 Backgound Scale: 1.01449. ITERATION NUMBER 574. Current Log-Posterior: 289390 Step Size: 197510.9192 Smoothing Hyper-parameters: 0.152871 0.162784 0.191346 0.217791 0.238881 0.111775 0.049281 Expected Total MS Cnt: 3.94223 Backgound Scale: 1.0115. ITERATION NUMBER 575. Current Log-Posterior: 108007 Step Size: -181382.9775 Smoothing Hyper-parameters: 0.102840 0.231241 0.128629 0.305930 0.201209 0.232118 0.110574 Expected Total MS Cnt: 6.76417 Backgound Scale: 1.00703. ITERATION NUMBER 576. Current Log-Posterior: 142829 Step Size: 34822.33018 Smoothing Hyper-parameters: 0.127316 0.166546 0.152294 0.212608 0.172691 0.314924 0.229698 Expected Total MS Cnt: 7.04142 Backgound Scale: 1.01143. ITERATION NUMBER 577. Current Log-Posterior: 123634 Step Size: -19194.85272 Smoothing Hyper-parameters: 0.095260 0.144089 0.141051 0.156204 0.278443 0.167916 0.228481 Expected Total MS Cnt: 5.17031 Backgound Scale: 1.00053. ITERATION NUMBER 578. Current Log-Posterior: 157320 Step Size: 33686.25078 Smoothing Hyper-parameters: 0.045228 0.208369 0.163298 0.083695 0.113237 0.030017 0.092016 Expected Total MS Cnt: 8.62423 Backgound Scale: 1.01072. ITERATION NUMBER 579. Current Log-Posterior: 291423 Step Size: 134102.801 Smoothing Hyper-parameters: 0.234006 0.316071 0.166434 0.095576 0.056501 0.113093 0.147292 Expected Total MS Cnt: 5.95791 Backgound Scale: 1.00693. ITERATION NUMBER 580. Current Log-Posterior: 74418.8 Step Size: -217004.2978 Smoothing Hyper-parameters: 0.257705 0.106329 0.127273 0.234705 0.311450 0.228474 0.159519 Expected Total MS Cnt: 6.29375 Backgound Scale: 1.00004. ITERATION NUMBER 581. Current Log-Posterior: 88782.3 Step Size: 14363.48129 Smoothing Hyper-parameters: 0.294488 0.051026 0.228173 0.185401 0.047365 0.261544 0.140067 Expected Total MS Cnt: 3.72108 Backgound Scale: 0.990578. ITERATION NUMBER 582. Current Log-Posterior: 110493 Step Size: 21710.50508 Smoothing Hyper-parameters: 0.231692 0.160414 0.187609 0.283850 0.150428 0.179044 0.275073 Expected Total MS Cnt: 3.02911 Backgound Scale: 1.00713. ITERATION NUMBER 583. Current Log-Posterior: 81906.6 Step Size: -28586.21723 Smoothing Hyper-parameters: 0.165367 0.172270 0.092225 0.166183 0.131428 0.161574 0.325342 Expected Total MS Cnt: 1.75268 Backgound Scale: 1.00598. ITERATION NUMBER 584. Current Log-Posterior: 104621 Step Size: 22714.19968 Smoothing Hyper-parameters: 0.083948 0.223237 0.116124 0.123368 0.043439 0.224499 0.241746 Expected Total MS Cnt: 6.88605 Backgound Scale: 1.00196. ITERATION NUMBER 585. Current Log-Posterior: 169260 Step Size: 64638.89962 Smoothing Hyper-parameters: 0.183440 0.235886 0.128173 0.189943 0.044997 0.171311 0.209030 Expected Total MS Cnt: 0.173935 Backgound Scale: 1.00548. ITERATION NUMBER 586. Current Log-Posterior: 92622.9 Step Size: -76636.75446 Smoothing Hyper-parameters: 0.119346 0.244151 0.259255 0.240375 0.177314 0.070504 0.219047 Expected Total MS Cnt: 0.269916 Backgound Scale: 1.00096. ITERATION NUMBER 587. Current Log-Posterior: 122322 Step Size: 29698.91412 Smoothing Hyper-parameters: 0.127660 0.124798 0.127655 0.103983 0.117890 0.189000 0.194825 Expected Total MS Cnt: 1.03812 Backgound Scale: 0.993702. ITERATION NUMBER 588. Current Log-Posterior: 131841 Step Size: 9519.161668 Smoothing Hyper-parameters: 0.160024 0.134275 0.191435 0.041294 0.125488 0.185339 0.195282 Expected Total MS Cnt: 1.40799 Backgound Scale: 1.00795. ITERATION NUMBER 589. Current Log-Posterior: 113163 Step Size: -18678.03349 Smoothing Hyper-parameters: 0.285244 0.159079 0.223595 0.217596 0.369577 0.066635 0.285147 Expected Total MS Cnt: 3.2813 Backgound Scale: 0.986378. ITERATION NUMBER 590. Current Log-Posterior: 71901 Step Size: -41262.01691 Smoothing Hyper-parameters: 0.082560 0.147476 0.072125 0.201389 0.151463 0.155849 0.159857 Expected Total MS Cnt: 1.09905 Backgound Scale: 0.996776. ITERATION NUMBER 591. Current Log-Posterior: 182884 Step Size: 110983.3896 Smoothing Hyper-parameters: 0.191543 0.165728 0.061427 0.274104 0.085962 0.230319 0.102658 Expected Total MS Cnt: 2.28572 Backgound Scale: 1.00673. ITERATION NUMBER 592. Current Log-Posterior: 99343.5 Step Size: -83540.81494 Smoothing Hyper-parameters: 0.104714 0.258852 0.174367 0.102472 0.158657 0.207822 0.103642 Expected Total MS Cnt: 0.166211 Backgound Scale: 0.996312. ITERATION NUMBER 593. Current Log-Posterior: 139501 Step Size: 40157.56157 Smoothing Hyper-parameters: 0.062847 0.085462 0.211963 0.151159 0.152289 0.267757 0.122588 Expected Total MS Cnt: 1.1205 Backgound Scale: 0.988263. ITERATION NUMBER 594. Current Log-Posterior: 237770 Step Size: 98268.47132 Smoothing Hyper-parameters: 0.255078 0.103909 0.143094 0.182569 0.162371 0.108493 0.250556 Expected Total MS Cnt: 3.01043 Backgound Scale: 1.00473. ITERATION NUMBER 595. Current Log-Posterior: 88944 Step Size: -148825.6152 Smoothing Hyper-parameters: 0.154659 0.127125 0.128200 0.240810 0.066810 0.235825 0.125243 Expected Total MS Cnt: 1.74541 Backgound Scale: 1.00909. ITERATION NUMBER 596. Current Log-Posterior: 115010 Step Size: 26066.0559 Smoothing Hyper-parameters: 0.154965 0.064281 0.230093 0.109174 0.051574 0.234527 0.216327 Expected Total MS Cnt: 2.14384 Backgound Scale: 0.993801. ITERATION NUMBER 597. Current Log-Posterior: 135849 Step Size: 20838.82656 Smoothing Hyper-parameters: 0.197168 0.180382 0.216944 0.277774 0.281034 0.056759 0.134063 Expected Total MS Cnt: 2.96107 Backgound Scale: 1.00995. ITERATION NUMBER 598. Current Log-Posterior: 87296.1 Step Size: -48552.70413 Smoothing Hyper-parameters: 0.071946 0.179321 0.068689 0.271122 0.118247 0.090488 0.147498 Expected Total MS Cnt: 4.80148 Backgound Scale: 0.993026. ITERATION NUMBER 599. Current Log-Posterior: 200880 Step Size: 113583.7374 Smoothing Hyper-parameters: 0.185258 0.093824 0.234155 0.062734 0.030523 0.141807 0.098645 Expected Total MS Cnt: 1.06263 Backgound Scale: 0.998868. ITERATION NUMBER 600. Current Log-Posterior: 110254 Step Size: -90625.87263 Smoothing Hyper-parameters: 0.106874 0.075066 0.195496 0.231890 0.099207 0.227605 0.029037 Expected Total MS Cnt: 4.103 Backgound Scale: 1.01306. ITERATION NUMBER 601. Current Log-Posterior: 161401 Step Size: 51147.16266 Smoothing Hyper-parameters: 0.105338 0.105123 0.187220 0.202393 0.201453 0.256244 0.075646 Expected Total MS Cnt: 1.67347 Backgound Scale: 0.998947. ITERATION NUMBER 602. Current Log-Posterior: 152632 Step Size: -8768.852224 Smoothing Hyper-parameters: 0.190749 0.187460 0.231088 0.189469 0.046343 0.166800 0.128017 Expected Total MS Cnt: 0.153542 Backgound Scale: 0.996895. ITERATION NUMBER 603. Current Log-Posterior: 91182.6 Step Size: -61449.6594 Smoothing Hyper-parameters: 0.109179 0.135428 0.118034 0.072607 0.202925 0.058777 0.210659 Expected Total MS Cnt: 0.719602 Backgound Scale: 0.992584. ITERATION NUMBER 604. Current Log-Posterior: 145766 Step Size: 54583.40121 Smoothing Hyper-parameters: 0.245386 0.118902 0.202561 0.115695 0.281008 0.135896 0.083768 Expected Total MS Cnt: 3.91144 Backgound Scale: 1.00374. ITERATION NUMBER 605. Current Log-Posterior: 86583.9 Step Size: -59182.11536 Smoothing Hyper-parameters: 0.013212 0.128546 0.020435 0.225616 0.057436 0.036435 0.101289 Expected Total MS Cnt: 0.861782 Backgound Scale: 1.01284. ITERATION NUMBER 606. Current Log-Posterior: 991845 Step Size: 905261.4764 Smoothing Hyper-parameters: 0.246504 0.165956 0.192328 0.145384 0.090934 0.310126 0.199880 Expected Total MS Cnt: 0.664087 Backgound Scale: 1.00258. ITERATION NUMBER 607. Current Log-Posterior: 79112.4 Step Size: -912732.9875 Smoothing Hyper-parameters: 0.279762 0.211507 0.130627 0.248564 0.227647 0.111348 0.114283 Expected Total MS Cnt: 0.00581302 Backgound Scale: 0.991764. ITERATION NUMBER 608. Current Log-Posterior: 69889.5 Step Size: -9222.930129 Smoothing Hyper-parameters: 0.115447 0.135507 0.154130 0.197797 0.108019 0.274424 0.170652 Expected Total MS Cnt: 0.0505396 Backgound Scale: 1.0023. ITERATION NUMBER 609. Current Log-Posterior: 137166 Step Size: 67276.84284 Smoothing Hyper-parameters: 0.129348 0.121847 0.289219 0.095532 0.224552 0.125729 0.085746 Expected Total MS Cnt: 4.03102 Backgound Scale: 1.00207. ITERATION NUMBER 610. Current Log-Posterior: 128556 Step Size: -8610.594837 Smoothing Hyper-parameters: 0.129740 0.212704 0.118000 0.162793 0.144228 0.037679 0.255759 Expected Total MS Cnt: 4.17444 Backgound Scale: 0.99905. ITERATION NUMBER 611. Current Log-Posterior: 121637 Step Size: -6919.159466 Smoothing Hyper-parameters: 0.059891 0.124814 0.040132 0.206635 0.121354 0.094504 0.310857 Expected Total MS Cnt: 0.336039 Backgound Scale: 1.00315. ITERATION NUMBER 612. Current Log-Posterior: 251538 Step Size: 129901.4536 Smoothing Hyper-parameters: 0.023293 0.118198 0.192209 0.098634 0.116771 0.110596 0.258576 Expected Total MS Cnt: 0.187463 Backgound Scale: 1.00482. ITERATION NUMBER 613. Current Log-Posterior: 551752 Step Size: 300213.5815 Smoothing Hyper-parameters: 0.048121 0.120319 0.237530 0.102330 0.105974 0.214044 0.063117 Expected Total MS Cnt: 0.0614416 Backgound Scale: 0.994109. ITERATION NUMBER 614. Current Log-Posterior: 284735 Step Size: -267016.6336 Smoothing Hyper-parameters: 0.136109 0.114451 0.361976 0.238023 0.170391 0.087543 0.185912 Expected Total MS Cnt: 0.323778 Backgound Scale: 0.996379. ITERATION NUMBER 615. Current Log-Posterior: 123303 Step Size: -161432.3626 Smoothing Hyper-parameters: 0.087295 0.209838 0.113426 0.175603 0.140963 0.154668 0.145821 Expected Total MS Cnt: 0.708318 Backgound Scale: 1.00814. ITERATION NUMBER 616. Current Log-Posterior: 165340 Step Size: 42037.44065 Smoothing Hyper-parameters: 0.143920 0.091194 0.236417 0.133275 0.176143 0.118350 0.205525 Expected Total MS Cnt: 2.94095 Backgound Scale: 0.992482. ITERATION NUMBER 617. Current Log-Posterior: 125703 Step Size: -39636.95498 Smoothing Hyper-parameters: 0.143928 0.113807 0.297133 0.142550 0.211965 0.015442 0.082595 Expected Total MS Cnt: 1.79568 Backgound Scale: 1.00071. ITERATION NUMBER 618. Current Log-Posterior: 119774 Step Size: -5929.1693 Smoothing Hyper-parameters: 0.150143 0.111882 0.218826 0.207916 0.078358 0.100772 0.109803 Expected Total MS Cnt: 1.94152 Backgound Scale: 1.00236. ITERATION NUMBER 619. Current Log-Posterior: 117993 Step Size: -1781.079489 Smoothing Hyper-parameters: 0.168368 0.100943 0.100315 0.123803 0.196516 0.265548 0.127908 Expected Total MS Cnt: 2.37682 Backgound Scale: 0.990519. ITERATION NUMBER 620. Current Log-Posterior: 115180 Step Size: -2812.535977 Smoothing Hyper-parameters: 0.077403 0.223528 0.195719 0.189384 0.120861 0.221000 0.261862 Expected Total MS Cnt: 0.813797 Backgound Scale: 1.00534. ITERATION NUMBER 621. Current Log-Posterior: 179127 Step Size: 63946.30941 Smoothing Hyper-parameters: 0.184005 0.073216 0.160814 0.106776 0.190838 0.165547 0.151862 Expected Total MS Cnt: 2.91693 Backgound Scale: 0.990117. ITERATION NUMBER 622. Current Log-Posterior: 120211 Step Size: -58915.19971 Smoothing Hyper-parameters: 0.150955 0.102043 0.051370 0.196763 0.202079 0.068222 0.268997 Expected Total MS Cnt: 3.74815 Backgound Scale: 1.00784. ITERATION NUMBER 623. Current Log-Posterior: 130445 Step Size: 10233.84407 Smoothing Hyper-parameters: 0.111499 0.053005 0.054882 0.248238 0.090661 0.144419 0.127925 Expected Total MS Cnt: 9.05387 Backgound Scale: 1.01027. ITERATION NUMBER 624. Current Log-Posterior: 183099 Step Size: 52654.04767 Smoothing Hyper-parameters: 0.327955 0.136897 0.089850 0.109396 0.141715 0.138642 0.179791 Expected Total MS Cnt: 4.49242 Backgound Scale: 1.00765. ITERATION NUMBER 625. Current Log-Posterior: 75956.8 Step Size: -107142.4924 Smoothing Hyper-parameters: 0.128150 0.151505 0.055893 0.217342 0.100411 0.086991 0.179791 Expected Total MS Cnt: 3.55944 Backgound Scale: 1.01161. ITERATION NUMBER 626. Current Log-Posterior: 135592 Step Size: 59634.72029 Smoothing Hyper-parameters: 0.254647 0.119142 0.263499 0.139165 0.249248 0.176307 0.134811 Expected Total MS Cnt: 2.41755 Backgound Scale: 1.01458. ITERATION NUMBER 627. Current Log-Posterior: 83986.9 Step Size: -51604.6075 Smoothing Hyper-parameters: 0.255421 0.146869 0.160682 0.161516 0.347192 0.215530 0.168376 Expected Total MS Cnt: 10.4905 Backgound Scale: 1.00608. ITERATION NUMBER 628. Current Log-Posterior: 80642.8 Step Size: -3344.124858 Smoothing Hyper-parameters: 0.039099 0.188229 0.088675 0.112510 0.216641 0.117955 0.165224 Expected Total MS Cnt: 3.72965 Backgound Scale: 1.00988. ITERATION NUMBER 629. Current Log-Posterior: 345335 Step Size: 264692.4949 Smoothing Hyper-parameters: 0.221312 0.058250 0.167606 0.299009 0.170775 0.080990 0.179787 Expected Total MS Cnt: 1.62694 Backgound Scale: 0.988688. ITERATION NUMBER 630. Current Log-Posterior: 118198 Step Size: -227137.6115 Smoothing Hyper-parameters: 0.185982 0.178525 0.027430 0.180765 0.167449 0.254121 0.217238 Expected Total MS Cnt: 0.458216 Backgound Scale: 1.00437. ITERATION NUMBER 631. Current Log-Posterior: 115672 Step Size: -2525.617628 Smoothing Hyper-parameters: 0.240604 0.105474 0.162276 0.164368 0.121820 0.189671 0.171233 Expected Total MS Cnt: 2.46837 Backgound Scale: 0.998984. ITERATION NUMBER 632. Current Log-Posterior: 91051.4 Step Size: -24620.69317 Smoothing Hyper-parameters: 0.194511 0.163447 0.288695 0.145620 0.101278 0.130661 0.144960 Expected Total MS Cnt: 1.22359 Backgound Scale: 0.998023. ITERATION NUMBER 633. Current Log-Posterior: 90164.6 Step Size: -886.8092025 Smoothing Hyper-parameters: 0.131876 0.169261 0.155275 0.125869 0.045679 0.063827 0.137840 Expected Total MS Cnt: 0.964774 Backgound Scale: 0.997757. ITERATION NUMBER 634. Current Log-Posterior: 123258 Step Size: 33093.01884 Smoothing Hyper-parameters: 0.215602 0.234163 0.170653 0.130709 0.199279 0.191910 0.171124 Expected Total MS Cnt: 0.406725 Backgound Scale: 0.998415. ITERATION NUMBER 635. Current Log-Posterior: 81296.2 Step Size: -41961.441 Smoothing Hyper-parameters: 0.126563 0.078615 0.202685 0.230363 0.216914 0.136531 0.117620 Expected Total MS Cnt: 0.90696 Backgound Scale: 0.991979. ITERATION NUMBER 636. Current Log-Posterior: 143466 Step Size: 62169.8134 Smoothing Hyper-parameters: 0.170185 0.157447 0.159071 0.090050 0.175335 0.287281 0.094736 Expected Total MS Cnt: 1.36396 Backgound Scale: 1.00187. ITERATION NUMBER 637. Current Log-Posterior: 102643 Step Size: -40822.83432 Smoothing Hyper-parameters: 0.196819 0.151409 0.172103 0.033218 0.348548 0.076536 0.248817 Expected Total MS Cnt: 2.29128 Backgound Scale: 0.986751. ITERATION NUMBER 638. Current Log-Posterior: 98816.6 Step Size: -3826.496531 Smoothing Hyper-parameters: 0.084807 0.291947 0.170968 0.160899 0.225659 0.156029 0.234156 Expected Total MS Cnt: 1.88586 Backgound Scale: 0.998827. ITERATION NUMBER 639. Current Log-Posterior: 161783 Step Size: 62966.85621 Smoothing Hyper-parameters: 0.135755 0.215801 0.163140 0.101207 0.164209 0.243147 0.173056 Expected Total MS Cnt: 2.19591 Backgound Scale: 0.990859. ITERATION NUMBER 640. Current Log-Posterior: 115979 Step Size: -45804.45959 Smoothing Hyper-parameters: 0.060360 0.047635 0.116820 0.247796 0.053455 0.109589 0.024011 Expected Total MS Cnt: 3.6843 Backgound Scale: 1.00563. ITERATION NUMBER 641. Current Log-Posterior: 273250 Step Size: 157270.6049 Smoothing Hyper-parameters: 0.135452 0.121880 0.152756 0.180771 0.240521 0.049967 0.207688 Expected Total MS Cnt: 2.17805 Backgound Scale: 0.998451. ITERATION NUMBER 642. Current Log-Posterior: 125143 Step Size: -148106.2732 Smoothing Hyper-parameters: 0.150408 0.134493 0.151384 0.189264 0.085905 0.100151 0.112732 Expected Total MS Cnt: 1.45494 Backgound Scale: 0.993893. ITERATION NUMBER 643. Current Log-Posterior: 114515 Step Size: -10628.48961 Smoothing Hyper-parameters: 0.151191 0.136824 0.147136 0.108366 0.247077 0.065481 0.010455 Expected Total MS Cnt: 0.637728 Backgound Scale: 1.00212. ITERATION NUMBER 644. Current Log-Posterior: 114167 Step Size: -348.0620613 Smoothing Hyper-parameters: 0.085600 0.170508 0.103128 0.155878 0.169036 0.058067 0.228485 Expected Total MS Cnt: 0.593485 Backgound Scale: 0.997768. ITERATION NUMBER 645. Current Log-Posterior: 171285 Step Size: 57118.64394 Smoothing Hyper-parameters: 0.140347 0.305105 0.148086 0.195661 0.269492 0.141905 0.150738 Expected Total MS Cnt: 1.93759 Backgound Scale: 1.00241. ITERATION NUMBER 646. Current Log-Posterior: 107898 Step Size: -63387.89047 Smoothing Hyper-parameters: 0.015761 0.244055 0.177276 0.261104 0.076519 0.032473 0.050913 Expected Total MS Cnt: 6.03151 Backgound Scale: 1.00029. ITERATION NUMBER 647. Current Log-Posterior: 794648 Step Size: 686750.4327 Smoothing Hyper-parameters: 0.157756 0.154594 0.043086 0.152423 0.164869 0.132002 0.054310 Expected Total MS Cnt: 0.0704923 Backgound Scale: 1.01297. ITERATION NUMBER 648. Current Log-Posterior: 121291 Step Size: -673357.0247 Smoothing Hyper-parameters: 0.188560 0.233062 0.074632 0.132312 0.050659 0.136658 0.204462 Expected Total MS Cnt: 0.752308 Backgound Scale: 0.997254. ITERATION NUMBER 649. Current Log-Posterior: 95698.7 Step Size: -25592.25764 Smoothing Hyper-parameters: 0.031463 0.175296 0.207583 0.236520 0.171701 0.215506 0.032429 Expected Total MS Cnt: 0.786161 Backgound Scale: 0.989816. ITERATION NUMBER 650. Current Log-Posterior: 409551 Step Size: 313852.3531 Smoothing Hyper-parameters: 0.137241 0.230820 0.078319 0.149260 0.250038 0.129825 0.104866 Expected Total MS Cnt: 2.77952 Backgound Scale: 1.01176. ITERATION NUMBER 651. Current Log-Posterior: 117050 Step Size: -292500.673 Smoothing Hyper-parameters: 0.158915 0.205911 0.247167 0.323233 0.165137 0.250061 0.080400 Expected Total MS Cnt: 1.30004 Backgound Scale: 0.988472. ITERATION NUMBER 652. Current Log-Posterior: 100118 Step Size: -16932.25268 Smoothing Hyper-parameters: 0.167299 0.169182 0.190203 0.231475 0.204771 0.116719 0.152060 Expected Total MS Cnt: 2.88659 Backgound Scale: 1.00513. ITERATION NUMBER 653. Current Log-Posterior: 100269 Step Size: 150.5463607 Smoothing Hyper-parameters: 0.292653 0.188495 0.248658 0.095983 0.207818 0.222487 0.049868 Expected Total MS Cnt: 3.91859 Backgound Scale: 1.00288. ITERATION NUMBER 654. Current Log-Posterior: 68734 Step Size: -31534.71682 Smoothing Hyper-parameters: 0.207845 0.179169 0.186106 0.182611 0.153132 0.084695 0.201800 Expected Total MS Cnt: 4.35293 Backgound Scale: 0.998432. ITERATION NUMBER 655. Current Log-Posterior: 86973.8 Step Size: 18239.86278 Smoothing Hyper-parameters: 0.169332 0.211450 0.130745 0.230726 0.087560 0.163555 0.222060 Expected Total MS Cnt: 2.70862 Backgound Scale: 1.00799. ITERATION NUMBER 656. Current Log-Posterior: 98159 Step Size: 11185.14968 Smoothing Hyper-parameters: 0.152201 0.165003 0.194297 0.265974 0.018692 0.257177 0.212574 Expected Total MS Cnt: 9.30088 Backgound Scale: 0.997065. ITERATION NUMBER 657. Current Log-Posterior: 109384 Step Size: 11224.89182 Smoothing Hyper-parameters: 0.095322 0.199593 0.157880 0.130489 0.222411 0.115952 0.189893 Expected Total MS Cnt: 8.70344 Backgound Scale: 0.994273. ITERATION NUMBER 658. Current Log-Posterior: 151252 Step Size: 41868.14423 Smoothing Hyper-parameters: 0.115636 0.144412 0.009705 0.021215 0.356455 0.249003 0.233196 Expected Total MS Cnt: 10.1385 Backgound Scale: 0.995038. ITERATION NUMBER 659. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.192050 0.390773 0.024717 0.042626 0.011335 0.273855 0.211910 Expected Total MS Cnt: 11.092 Backgound Scale: 1.00568. ITERATION NUMBER 660. Current Log-Posterior: 116190 Step Size: -inf Smoothing Hyper-parameters: 0.085335 0.282995 0.171626 0.174058 0.203971 0.130391 0.177290 Expected Total MS Cnt: 14.6873 Backgound Scale: 0.992849. ITERATION NUMBER 661. Current Log-Posterior: 161487 Step Size: 45297.34607 Smoothing Hyper-parameters: 0.223370 0.229035 0.137235 0.066667 0.211446 0.090729 0.224117 Expected Total MS Cnt: 19.1698 Backgound Scale: 1.00005. ITERATION NUMBER 662. Current Log-Posterior: 81490.5 Step Size: -79996.66606 Smoothing Hyper-parameters: 0.186218 0.093334 0.130486 0.198399 0.044771 0.275703 0.083285 Expected Total MS Cnt: 15.9833 Backgound Scale: 1.0097. ITERATION NUMBER 663. Current Log-Posterior: 110407 Step Size: 28916.26036 Smoothing Hyper-parameters: 0.174641 0.207599 0.222093 0.186894 0.171670 0.092342 0.169676 Expected Total MS Cnt: 12.3276 Backgound Scale: 0.999372. ITERATION NUMBER 664. Current Log-Posterior: 94142.8 Step Size: -16263.9984 Smoothing Hyper-parameters: 0.159422 0.091275 0.238872 0.141580 0.136884 0.181629 0.214977 Expected Total MS Cnt: 17.9802 Backgound Scale: 0.990118. ITERATION NUMBER 665. Current Log-Posterior: 118766 Step Size: 24623.50681 Smoothing Hyper-parameters: 0.097125 0.272812 0.102464 0.222827 0.265914 0.216236 0.139798 Expected Total MS Cnt: 21.8361 Backgound Scale: 0.995996. ITERATION NUMBER 666. Current Log-Posterior: 147813 Step Size: 29046.24993 Smoothing Hyper-parameters: 0.123102 0.241164 0.235301 0.115280 0.190222 0.173380 0.153222 Expected Total MS Cnt: 23.1012 Backgound Scale: 0.986757. ITERATION NUMBER 667. Current Log-Posterior: 120640 Step Size: -27172.93366 Smoothing Hyper-parameters: 0.235756 0.196307 0.049103 0.245577 0.189057 0.215995 0.125091 Expected Total MS Cnt: 19.2488 Backgound Scale: 0.999465. ITERATION NUMBER 668. Current Log-Posterior: 89269.7 Step Size: -31369.87912 Smoothing Hyper-parameters: 0.119478 0.165882 0.074708 0.196223 0.194682 0.177447 0.161881 Expected Total MS Cnt: 22.0795 Backgound Scale: 1.00994. ITERATION NUMBER 669. Current Log-Posterior: 135429 Step Size: 46159.02025 Smoothing Hyper-parameters: 0.061570 0.134513 0.266650 0.219078 0.136050 0.136438 0.185096 Expected Total MS Cnt: 19.0385 Backgound Scale: 0.994518. ITERATION NUMBER 670. Current Log-Posterior: 226521 Step Size: 91091.88697 Smoothing Hyper-parameters: 0.048063 0.179519 0.227127 0.189478 0.099866 0.111972 0.153674 Expected Total MS Cnt: 18.8029 Backgound Scale: 0.991719. ITERATION NUMBER 671. Current Log-Posterior: 273049 Step Size: 46528.45012 Smoothing Hyper-parameters: 0.175684 0.265620 0.124808 0.308746 0.292072 0.242589 0.176765 Expected Total MS Cnt: 24.5518 Backgound Scale: 1.01452. ITERATION NUMBER 672. Current Log-Posterior: 92904 Step Size: -180145.0806 Smoothing Hyper-parameters: 0.159084 0.130789 0.064651 0.256458 0.211220 0.274205 0.247609 Expected Total MS Cnt: 23.2053 Backgound Scale: 0.997267. ITERATION NUMBER 673. Current Log-Posterior: 117013 Step Size: 24109.41651 Smoothing Hyper-parameters: 0.009544 0.112993 0.233227 0.238351 0.218967 0.222398 0.280569 Expected Total MS Cnt: 23.3348 Backgound Scale: 0.999498. ITERATION NUMBER 674. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.069361 0.141224 0.197147 0.180105 0.096872 0.249822 0.140360 Expected Total MS Cnt: 34.146 Backgound Scale: 0.999471. ITERATION NUMBER 675. Current Log-Posterior: 203590 Step Size: -inf Smoothing Hyper-parameters: 0.161508 0.173850 0.153618 0.128181 0.147391 0.138006 0.248528 Expected Total MS Cnt: 23.9442 Backgound Scale: 1.01788. ITERATION NUMBER 676. Current Log-Posterior: 105303 Step Size: -98286.81575 Smoothing Hyper-parameters: 0.212853 0.193731 0.194128 0.228697 0.117415 0.308601 0.276313 Expected Total MS Cnt: 19.1351 Backgound Scale: 0.994714. ITERATION NUMBER 677. Current Log-Posterior: 82904.1 Step Size: -22399.16578 Smoothing Hyper-parameters: 0.180991 0.175841 0.203366 0.104913 0.139129 0.260673 0.229334 Expected Total MS Cnt: 28.6349 Backgound Scale: 1.00605. ITERATION NUMBER 678. Current Log-Posterior: 94299.6 Step Size: 11395.52803 Smoothing Hyper-parameters: 0.174117 0.156108 0.168216 0.150637 0.117783 0.216145 0.259439 Expected Total MS Cnt: 25.3377 Backgound Scale: 0.997373. ITERATION NUMBER 679. Current Log-Posterior: 101334 Step Size: 7034.207513 Smoothing Hyper-parameters: 0.217997 0.215840 0.172154 0.188732 0.148854 0.112458 0.214499 Expected Total MS Cnt: 23.2549 Backgound Scale: 0.997107. ITERATION NUMBER 680. Current Log-Posterior: 81001.3 Step Size: -20332.5374 Smoothing Hyper-parameters: 0.169770 0.071972 0.132960 0.142285 0.145782 0.189992 0.162099 Expected Total MS Cnt: 31.9095 Backgound Scale: 1.00629. ITERATION NUMBER 681. Current Log-Posterior: 126139 Step Size: 45138.0446 Smoothing Hyper-parameters: 0.020066 0.119556 0.163459 0.259707 0.220044 0.322219 0.282511 Expected Total MS Cnt: 28.0073 Backgound Scale: 0.987419. ITERATION NUMBER 682. Current Log-Posterior: 648623 Step Size: 522483.2073 Smoothing Hyper-parameters: 0.162674 0.038967 0.128553 0.247779 0.137356 0.204314 0.163013 Expected Total MS Cnt: 19.531 Backgound Scale: 1.00537. ITERATION NUMBER 683. Current Log-Posterior: 161001 Step Size: -487621.5475 Smoothing Hyper-parameters: 0.058505 0.037630 0.216401 0.249891 0.192803 0.170855 0.167164 Expected Total MS Cnt: 20.7242 Backgound Scale: 0.984143. ITERATION NUMBER 684. Current Log-Posterior: 296695 Step Size: 135694.1288 Smoothing Hyper-parameters: 0.214393 0.092903 0.137870 0.157920 0.177942 0.133135 0.303269 Expected Total MS Cnt: 19.1786 Backgound Scale: 0.997618. ITERATION NUMBER 685. Current Log-Posterior: 101831 Step Size: -194864.4499 Smoothing Hyper-parameters: 0.045136 0.121816 0.136868 0.150498 0.263623 0.155053 0.222039 Expected Total MS Cnt: 31.4804 Backgound Scale: 0.999288. ITERATION NUMBER 686. Current Log-Posterior: 302400 Step Size: 200569.6182 Smoothing Hyper-parameters: 0.305736 0.098621 0.051704 0.243619 0.072819 0.099953 0.353581 Expected Total MS Cnt: 22.5959 Backgound Scale: 1.00265. ITERATION NUMBER 687. Current Log-Posterior: 92435.5 Step Size: -209964.7671 Smoothing Hyper-parameters: 0.216239 0.160586 0.213416 0.084087 0.207560 0.138710 0.252685 Expected Total MS Cnt: 12.5195 Backgound Scale: 1.00428. ITERATION NUMBER 688. Current Log-Posterior: 87317 Step Size: -5118.478923 Smoothing Hyper-parameters: 0.083088 0.084174 0.131776 0.122613 0.199108 0.251559 0.261981 Expected Total MS Cnt: 16.5583 Backgound Scale: 0.992884. ITERATION NUMBER 689. Current Log-Posterior: 193931 Step Size: 106613.4673 Smoothing Hyper-parameters: 0.211206 0.076809 0.066741 0.111564 0.276952 0.205590 0.290010 Expected Total MS Cnt: 12.0669 Backgound Scale: 0.997854. ITERATION NUMBER 690. Current Log-Posterior: 115036 Step Size: -78894.8936 Smoothing Hyper-parameters: 0.137120 0.076809 0.017613 0.137446 0.180479 0.191206 0.134899 Expected Total MS Cnt: 16.2415 Backgound Scale: 0.983842. ITERATION NUMBER 691. Current Log-Posterior: 176980 Step Size: 61944.01879 Smoothing Hyper-parameters: 0.071221 0.210269 0.242692 0.131345 0.153240 0.199513 0.357749 Expected Total MS Cnt: 17.0354 Backgound Scale: 1.0014. ITERATION NUMBER 692. Current Log-Posterior: 194279 Step Size: 17299.31803 Smoothing Hyper-parameters: 0.140358 0.154073 0.096197 0.132216 0.158383 0.177569 0.352270 Expected Total MS Cnt: 17.7984 Backgound Scale: 1.00229. ITERATION NUMBER 693. Current Log-Posterior: 119765 Step Size: -74513.47868 Smoothing Hyper-parameters: 0.193194 0.039850 0.257575 0.075702 0.216218 0.123540 0.337925 Expected Total MS Cnt: 13.0904 Backgound Scale: 0.996886. ITERATION NUMBER 694. Current Log-Posterior: 148986 Step Size: 29221.02474 Smoothing Hyper-parameters: 0.195995 0.241090 0.231527 0.138522 0.185016 0.123540 0.209449 Expected Total MS Cnt: 12.7345 Backgound Scale: 1.00497. ITERATION NUMBER 695. Current Log-Posterior: 84506 Step Size: -64480.45581 Smoothing Hyper-parameters: 0.073150 0.169565 0.113405 0.069291 0.294663 0.272969 0.174339 Expected Total MS Cnt: 10.6215 Backgound Scale: 0.99277. ITERATION NUMBER 696. Current Log-Posterior: 196798 Step Size: 112292.4 Smoothing Hyper-parameters: 0.167548 0.080004 0.289657 0.220056 0.054433 0.055986 0.170472 Expected Total MS Cnt: 7.70118 Backgound Scale: 0.997449. ITERATION NUMBER 697. Current Log-Posterior: 119962 Step Size: -76836.76903 Smoothing Hyper-parameters: 0.089715 0.186919 0.106034 0.206205 0.106391 0.132789 0.108813 Expected Total MS Cnt: 6.83472 Backgound Scale: 1.01058. ITERATION NUMBER 698. Current Log-Posterior: 162874 Step Size: 42912.18251 Smoothing Hyper-parameters: 0.129627 0.057131 0.083090 0.100641 0.229538 0.132841 0.164459 Expected Total MS Cnt: 5.25618 Backgound Scale: 1.00402. ITERATION NUMBER 699. Current Log-Posterior: 163726 Step Size: 851.9881499 Smoothing Hyper-parameters: 0.159648 0.201676 0.157381 0.177479 0.346476 0.076797 0.064270 Expected Total MS Cnt: 1.02996 Backgound Scale: 0.993627. ITERATION NUMBER 700. Current Log-Posterior: 102386 Step Size: -61340.24714 Smoothing Hyper-parameters: 0.166856 0.311753 0.207790 0.126334 0.081473 0.217428 0.259650 Expected Total MS Cnt: 1.07301 Backgound Scale: 1.00417. ITERATION NUMBER 701. Current Log-Posterior: 93311.3 Step Size: -9074.330309 Smoothing Hyper-parameters: 0.094742 0.194131 0.133321 0.178375 0.140314 0.188892 0.092181 Expected Total MS Cnt: 0.285594 Backgound Scale: 0.999713. ITERATION NUMBER 702. Current Log-Posterior: 154505 Step Size: 61194.15203 Smoothing Hyper-parameters: 0.238804 0.132278 0.049457 0.231821 0.133126 0.042566 0.151456 Expected Total MS Cnt: 1.42198 Backgound Scale: 0.995957. ITERATION NUMBER 703. Current Log-Posterior: 96208.1 Step Size: -58297.34286 Smoothing Hyper-parameters: 0.108592 0.281984 0.010233 0.090626 0.065251 0.243067 0.084749 Expected Total MS Cnt: 0.957923 Backgound Scale: 1.00228. ITERATION NUMBER 704. Current Log-Posterior: 203149 Step Size: 106941.1783 Smoothing Hyper-parameters: 0.174985 0.108590 0.170424 0.220000 0.113069 0.112546 0.143000 Expected Total MS Cnt: 0.435223 Backgound Scale: 1.01283. ITERATION NUMBER 705. Current Log-Posterior: 107018 Step Size: -96131.38508 Smoothing Hyper-parameters: 0.168509 0.272081 0.226571 0.081724 0.364466 0.294698 0.324980 Expected Total MS Cnt: 0.578431 Backgound Scale: 1.00987. ITERATION NUMBER 706. Current Log-Posterior: 94273.2 Step Size: -12744.69435 Smoothing Hyper-parameters: 0.188881 0.053501 0.121360 0.240308 0.268820 0.065855 0.052555 Expected Total MS Cnt: 0.722015 Backgound Scale: 1.00366. ITERATION NUMBER 707. Current Log-Posterior: 131179 Step Size: 36905.97557 Smoothing Hyper-parameters: 0.079637 0.172120 0.283035 0.212569 0.172272 0.232585 0.116462 Expected Total MS Cnt: 1.30623 Backgound Scale: 1.00499. ITERATION NUMBER 708. Current Log-Posterior: 177058 Step Size: 45878.38848 Smoothing Hyper-parameters: 0.127569 0.269907 0.252603 0.020599 0.170457 0.145962 0.203141 Expected Total MS Cnt: 2.02686 Backgound Scale: 1.00499. ITERATION NUMBER 709. Current Log-Posterior: 125188 Step Size: -51869.81991 Smoothing Hyper-parameters: 0.137647 0.254450 0.198170 0.057767 0.220977 0.291614 0.054405 Expected Total MS Cnt: 1.88848 Backgound Scale: 0.998991. ITERATION NUMBER 710. Current Log-Posterior: 112043 Step Size: -13144.28095 Smoothing Hyper-parameters: 0.188706 0.087138 0.057760 0.154188 0.132436 0.102659 0.064051 Expected Total MS Cnt: 0.538586 Backgound Scale: 1.01291. ITERATION NUMBER 711. Current Log-Posterior: 117726 Step Size: 5682.883225 Smoothing Hyper-parameters: 0.284937 0.118734 0.240647 0.268504 0.134059 0.068863 0.097612 Expected Total MS Cnt: 0.716911 Backgound Scale: 0.985874. ITERATION NUMBER 712. Current Log-Posterior: 78509.7 Step Size: -39216.59595 Smoothing Hyper-parameters: 0.124772 0.152921 0.205634 0.196517 0.104826 0.018868 0.146331 Expected Total MS Cnt: 2.28446 Backgound Scale: 1.02415. ITERATION NUMBER 713. Current Log-Posterior: 127074 Step Size: 48564.26874 Smoothing Hyper-parameters: 0.221746 0.129784 0.221932 0.177033 0.257825 0.108705 0.114746 Expected Total MS Cnt: 3.05668 Backgound Scale: 0.996288. ITERATION NUMBER 714. Current Log-Posterior: 88671.2 Step Size: -38402.78709 Smoothing Hyper-parameters: 0.127602 0.061996 0.065821 0.104134 0.064111 0.148039 0.200972 Expected Total MS Cnt: 2.5068 Backgound Scale: 1.01733. ITERATION NUMBER 715. Current Log-Posterior: 162652 Step Size: 73980.79947 Smoothing Hyper-parameters: 0.160425 0.112441 0.189055 0.042462 0.060685 0.179332 0.300903 Expected Total MS Cnt: 2.53261 Backgound Scale: 0.983924. ITERATION NUMBER 716. Current Log-Posterior: 116214 Step Size: -46437.5695 Smoothing Hyper-parameters: 0.143267 0.233438 0.133536 0.213353 0.205876 0.205894 0.190887 Expected Total MS Cnt: 3.51634 Backgound Scale: 0.993037. ITERATION NUMBER 717. Current Log-Posterior: 109533 Step Size: -6681.158371 Smoothing Hyper-parameters: 0.217401 0.182209 0.165688 0.053571 0.157099 0.248621 0.047377 Expected Total MS Cnt: 0.758725 Backgound Scale: 1.00444. ITERATION NUMBER 718. Current Log-Posterior: 86615.9 Step Size: -22917.40964 Smoothing Hyper-parameters: 0.148680 0.139856 0.170183 0.191775 0.165636 0.179094 0.112536 Expected Total MS Cnt: 2.43393 Backgound Scale: 1.00084. ITERATION NUMBER 719. Current Log-Posterior: 114142 Step Size: 27526.04978 Smoothing Hyper-parameters: 0.062873 0.194984 0.170270 0.073068 0.122831 0.063537 0.122269 Expected Total MS Cnt: 3.2594 Backgound Scale: 1.01221. ITERATION NUMBER 720. Current Log-Posterior: 219194 Step Size: 105051.736 Smoothing Hyper-parameters: 0.116963 0.138676 0.263111 0.107404 0.073513 0.229456 0.122947 Expected Total MS Cnt: 0.31183 Backgound Scale: 1.00005. ITERATION NUMBER 721. Current Log-Posterior: 134812 Step Size: -84381.38448 Smoothing Hyper-parameters: 0.247785 0.106992 0.217157 0.233635 0.258881 0.155283 0.126548 Expected Total MS Cnt: 0.225124 Backgound Scale: 1.00536. ITERATION NUMBER 722. Current Log-Posterior: 87241.1 Step Size: -47571.12081 Smoothing Hyper-parameters: 0.212650 0.067539 0.103780 0.080557 0.098597 0.194286 0.095776 Expected Total MS Cnt: 0.541011 Backgound Scale: 1.00053. ITERATION NUMBER 723. Current Log-Posterior: 115428 Step Size: 28187.00265 Smoothing Hyper-parameters: 0.087637 0.298905 0.048991 0.144258 0.052285 0.160109 0.196420 Expected Total MS Cnt: 2.19479 Backgound Scale: 1.00208. ITERATION NUMBER 724. Current Log-Posterior: 171234 Step Size: 55806.29182 Smoothing Hyper-parameters: 0.054316 0.174338 0.063985 0.262659 0.079852 0.092169 0.158248 Expected Total MS Cnt: 2.28176 Backgound Scale: 0.991305. ITERATION NUMBER 725. Current Log-Posterior: 260950 Step Size: 89715.79493 Smoothing Hyper-parameters: 0.237591 0.116875 0.132204 0.331647 0.043518 0.126138 0.099187 Expected Total MS Cnt: 1.46197 Backgound Scale: 0.995675. ITERATION NUMBER 726. Current Log-Posterior: 90831.6 Step Size: -170118.6349 Smoothing Hyper-parameters: 0.302219 0.078344 0.126785 0.277377 0.189502 0.109234 0.223028 Expected Total MS Cnt: 3.22993 Backgound Scale: 1.00898. ITERATION NUMBER 727. Current Log-Posterior: 91519 Step Size: 687.3813003 Smoothing Hyper-parameters: 0.172259 0.352702 0.182452 0.108437 0.217550 0.142173 0.197956 Expected Total MS Cnt: 10.4021 Backgound Scale: 0.984434. ITERATION NUMBER 728. Current Log-Posterior: 91656.6 Step Size: 137.5812828 Smoothing Hyper-parameters: 0.130574 0.095940 0.150325 0.218285 0.087648 0.291531 0.059079 Expected Total MS Cnt: 6.85729 Backgound Scale: 0.990369. ITERATION NUMBER 729. Current Log-Posterior: 135224 Step Size: 43567.4443 Smoothing Hyper-parameters: 0.124671 0.096253 0.139901 0.062846 0.291014 0.186419 0.169087 Expected Total MS Cnt: 5.24403 Backgound Scale: 1.02269. ITERATION NUMBER 730. Current Log-Posterior: 142781 Step Size: 7556.752473 Smoothing Hyper-parameters: 0.257993 0.215844 0.217712 0.152385 0.048145 0.181949 0.053888 Expected Total MS Cnt: 5.05316 Backgound Scale: 1.00146. ITERATION NUMBER 731. Current Log-Posterior: 72334.5 Step Size: -70446.25469 Smoothing Hyper-parameters: 0.055868 0.125222 0.191725 0.141251 0.301463 0.060966 0.070841 Expected Total MS Cnt: 9.04144 Backgound Scale: 0.998793. ITERATION NUMBER 732. Current Log-Posterior: 248023 Step Size: 175688.3345 Smoothing Hyper-parameters: 0.148566 0.203233 0.295388 0.121514 0.051450 0.091378 0.097285 Expected Total MS Cnt: 2.57568 Backgound Scale: 0.998486. ITERATION NUMBER 733. Current Log-Posterior: 105707 Step Size: -142315.7898 Smoothing Hyper-parameters: 0.025890 0.138252 0.052644 0.248237 0.328826 0.162895 0.198868 Expected Total MS Cnt: 1.90842 Backgound Scale: 0.99719. ITERATION NUMBER 734. Current Log-Posterior: 518115 Step Size: 412408.1952 Smoothing Hyper-parameters: 0.160324 0.134251 0.246946 0.098982 0.223358 0.111077 0.120500 Expected Total MS Cnt: 0.667711 Backgound Scale: 0.997721. ITERATION NUMBER 735. Current Log-Posterior: 107342 Step Size: -410773.7236 Smoothing Hyper-parameters: 0.042636 0.304312 0.244057 0.149017 0.092708 0.339057 0.281839 Expected Total MS Cnt: 0.815046 Backgound Scale: 1.01083. ITERATION NUMBER 736. Current Log-Posterior: 302654 Step Size: 195311.9834 Smoothing Hyper-parameters: 0.221476 0.082707 0.084768 0.170572 0.160319 0.208292 0.242390 Expected Total MS Cnt: 0.126239 Backgound Scale: 0.992322. ITERATION NUMBER 737. Current Log-Posterior: 105264 Step Size: -197389.1675 Smoothing Hyper-parameters: 0.191373 0.269711 0.197455 0.190674 0.282952 0.107139 0.160732 Expected Total MS Cnt: 2.57604 Backgound Scale: 1.01243. ITERATION NUMBER 738. Current Log-Posterior: 84536.8 Step Size: -20727.56678 Smoothing Hyper-parameters: 0.147860 0.220478 0.230875 0.224806 0.169473 0.139488 0.313650 Expected Total MS Cnt: 2.14231 Backgound Scale: 1.00131. ITERATION NUMBER 739. Current Log-Posterior: 104666 Step Size: 20129.19921 Smoothing Hyper-parameters: 0.319906 0.151578 0.116711 0.035690 0.306380 0.237602 0.147943 Expected Total MS Cnt: 3.65231 Backgound Scale: 1.01727. ITERATION NUMBER 740. Current Log-Posterior: 75567.9 Step Size: -29098.03223 Smoothing Hyper-parameters: 0.262017 0.123631 0.145681 0.160884 0.070676 0.178295 0.349402 Expected Total MS Cnt: 2.14345 Backgound Scale: 0.998051. ITERATION NUMBER 741. Current Log-Posterior: 82765.6 Step Size: 7197.661129 Smoothing Hyper-parameters: 0.129594 0.206031 0.158893 0.164479 0.233483 0.159960 0.234661 Expected Total MS Cnt: 4.06036 Backgound Scale: 1.00357. ITERATION NUMBER 742. Current Log-Posterior: 118303 Step Size: 35537.73489 Smoothing Hyper-parameters: 0.094893 0.219941 0.179568 0.008116 0.068650 0.189571 0.174742 Expected Total MS Cnt: 1.98598 Backgound Scale: 1.00978. ITERATION NUMBER 743. Current Log-Posterior: 177191 Step Size: 58887.3878 Smoothing Hyper-parameters: 0.200847 0.156951 0.172274 0.252266 0.144140 0.090281 0.215924 Expected Total MS Cnt: 0.546237 Backgound Scale: 1.00193. ITERATION NUMBER 744. Current Log-Posterior: 89757.9 Step Size: -87432.85454 Smoothing Hyper-parameters: 0.222265 0.164984 0.164203 0.250377 0.289455 0.124121 0.215924 Expected Total MS Cnt: 0.495096 Backgound Scale: 1.01362. ITERATION NUMBER 745. Current Log-Posterior: 83803.8 Step Size: -5954.0498 Smoothing Hyper-parameters: 0.175178 0.181008 0.096206 0.115236 0.359727 0.143940 0.146933 Expected Total MS Cnt: 0.0771451 Backgound Scale: 1.01426. ITERATION NUMBER 746. Current Log-Posterior: 100413 Step Size: 16608.72781 Smoothing Hyper-parameters: 0.117853 0.144541 0.111645 0.228105 0.191558 0.133955 0.031220 Expected Total MS Cnt: 0.705837 Backgound Scale: 1.00223. ITERATION NUMBER 747. Current Log-Posterior: 137122 Step Size: 36709.51139 Smoothing Hyper-parameters: 0.231938 0.068660 0.139188 0.184225 0.291871 0.178205 0.229460 Expected Total MS Cnt: 0.125851 Backgound Scale: 0.995709. ITERATION NUMBER 748. Current Log-Posterior: 109193 Step Size: -27928.6657 Smoothing Hyper-parameters: 0.142307 0.208645 0.262621 0.098801 0.062318 0.129271 0.212114 Expected Total MS Cnt: 0.271481 Backgound Scale: 1.00415. ITERATION NUMBER 749. Current Log-Posterior: 111069 Step Size: 1875.924465 Smoothing Hyper-parameters: 0.264443 0.134437 0.265352 0.225983 0.238624 0.089990 0.306115 Expected Total MS Cnt: 0.785581 Backgound Scale: 1.00046. ITERATION NUMBER 750. Current Log-Posterior: 78258.3 Step Size: -32811.0156 Smoothing Hyper-parameters: 0.173543 0.055216 0.139071 0.225983 0.096946 0.143946 0.259072 Expected Total MS Cnt: 0.140164 Backgound Scale: 1.00072. ITERATION NUMBER 751. Current Log-Posterior: 135395 Step Size: 57136.48843 Smoothing Hyper-parameters: 0.088967 0.069612 0.128506 0.128621 0.141021 0.151258 0.174374 Expected Total MS Cnt: 0.287287 Backgound Scale: 1.01183. ITERATION NUMBER 752. Current Log-Posterior: 193422 Step Size: 58027.3905 Smoothing Hyper-parameters: 0.190625 0.291371 0.100540 0.209036 0.399676 0.146586 0.143287 Expected Total MS Cnt: 0.383314 Backgound Scale: 0.996236. ITERATION NUMBER 753. Current Log-Posterior: 87896.4 Step Size: -105525.7846 Smoothing Hyper-parameters: 0.089110 0.221565 0.301453 0.131167 0.046299 0.254881 0.287079 Expected Total MS Cnt: 1.95516 Backgound Scale: 1.00896. ITERATION NUMBER 754. Current Log-Posterior: 159454 Step Size: 71557.3529 Smoothing Hyper-parameters: 0.163672 0.038307 0.092131 0.228835 0.194021 0.046887 0.147556 Expected Total MS Cnt: 0.833195 Backgound Scale: 0.998539. ITERATION NUMBER 755. Current Log-Posterior: 167595 Step Size: 8141.315378 Smoothing Hyper-parameters: 0.222560 0.156396 0.262932 0.147094 0.170131 0.239369 0.093655 Expected Total MS Cnt: 0.80681 Backgound Scale: 1.01833. ITERATION NUMBER 756. Current Log-Posterior: 84286 Step Size: -83309.06259 Smoothing Hyper-parameters: 0.227502 0.113299 0.033014 0.168787 0.138104 0.054509 0.100239 Expected Total MS Cnt: 0.907224 Backgound Scale: 1.00548. ITERATION NUMBER 757. Current Log-Posterior: 108708 Step Size: 24422.22238 Smoothing Hyper-parameters: 0.169273 0.236078 0.221546 0.055426 0.258919 0.112024 0.081626 Expected Total MS Cnt: 0.884797 Backgound Scale: 1.00146. ITERATION NUMBER 758. Current Log-Posterior: 97273.9 Step Size: -11434.35629 Smoothing Hyper-parameters: 0.135427 0.215739 0.273004 0.143753 0.189769 0.114170 0.172310 Expected Total MS Cnt: 2.95338 Backgound Scale: 1.00824. ITERATION NUMBER 759. Current Log-Posterior: 113032 Step Size: 15758.52174 Smoothing Hyper-parameters: 0.079982 0.270910 0.206653 0.188511 0.104900 0.097112 0.109321 Expected Total MS Cnt: 4.51792 Backgound Scale: 1.00449. ITERATION NUMBER 760. Current Log-Posterior: 170637 Step Size: 57604.69679 Smoothing Hyper-parameters: 0.167536 0.156656 0.124992 0.192940 0.260620 0.249195 0.094172 Expected Total MS Cnt: 1.99421 Backgound Scale: 0.999673. ITERATION NUMBER 761. Current Log-Posterior: 103476 Step Size: -67161.22073 Smoothing Hyper-parameters: 0.050736 0.228904 0.231032 0.165911 0.236211 0.094726 0.094275 Expected Total MS Cnt: 3.10532 Backgound Scale: 0.999513. ITERATION NUMBER 762. Current Log-Posterior: 262494 Step Size: 159018.3226 Smoothing Hyper-parameters: 0.066764 0.065437 0.188489 0.220997 0.280710 0.292547 0.131220 Expected Total MS Cnt: 0.855724 Backgound Scale: 1.00262. ITERATION NUMBER 763. Current Log-Posterior: 232972 Step Size: -29522.0214 Smoothing Hyper-parameters: 0.202824 0.163917 0.134151 0.131402 0.096256 0.234064 0.287316 Expected Total MS Cnt: 1.29632 Backgound Scale: 1.01168. ITERATION NUMBER 764. Current Log-Posterior: 90843.6 Step Size: -142128.5291 Smoothing Hyper-parameters: 0.211371 0.067264 0.194936 0.119598 0.104442 0.172723 0.225058 Expected Total MS Cnt: 0.989576 Backgound Scale: 1.02656. ITERATION NUMBER 765. Current Log-Posterior: 113392 Step Size: 22548.55787 Smoothing Hyper-parameters: 0.203080 0.056557 0.068671 0.104803 0.013517 0.192054 0.255655 Expected Total MS Cnt: 1.47398 Backgound Scale: 0.998885. ITERATION NUMBER 766. Current Log-Posterior: 134302 Step Size: 20909.92113 Smoothing Hyper-parameters: 0.144949 0.058327 0.231362 0.179769 0.140049 0.108211 0.178642 Expected Total MS Cnt: 0.0112587 Backgound Scale: 0.99373. ITERATION NUMBER 767. Current Log-Posterior: 144794 Step Size: 10492.37744 Smoothing Hyper-parameters: 0.053589 0.158830 0.125234 0.193999 0.240140 0.243103 0.185346 Expected Total MS Cnt: 4.22814 Backgound Scale: 1.00183. ITERATION NUMBER 768. Current Log-Posterior: 253039 Step Size: 108244.7003 Smoothing Hyper-parameters: 0.153717 0.091007 0.239645 0.167124 0.030544 0.219934 0.118228 Expected Total MS Cnt: 1.18847 Backgound Scale: 0.985896. ITERATION NUMBER 769. Current Log-Posterior: 122263 Step Size: -130775.8915 Smoothing Hyper-parameters: 0.120793 0.249149 0.032496 0.136735 0.297707 0.170511 0.113054 Expected Total MS Cnt: 0.936845 Backgound Scale: 1.00414. ITERATION NUMBER 770. Current Log-Posterior: 144439 Step Size: 22175.25112 Smoothing Hyper-parameters: 0.371032 0.236888 0.277556 0.175281 0.275336 0.205286 0.267322 Expected Total MS Cnt: 1.30799 Backgound Scale: 1.00259. ITERATION NUMBER 771. Current Log-Posterior: 55237 Step Size: -89201.56583 Smoothing Hyper-parameters: 0.283686 0.235849 0.039623 0.191909 0.054763 0.153550 0.042162 Expected Total MS Cnt: 4.60784 Backgound Scale: 1.00765. ITERATION NUMBER 772. Current Log-Posterior: 81512.8 Step Size: 26275.83285 Smoothing Hyper-parameters: 0.026299 0.092031 0.297370 0.165678 0.031017 0.037916 0.140793 Expected Total MS Cnt: 1.3698 Backgound Scale: 1.00279. ITERATION NUMBER 773. Current Log-Posterior: 507005 Step Size: 425491.9797 Smoothing Hyper-parameters: 0.099573 0.117843 0.133124 0.088672 0.247408 0.184206 0.094987 Expected Total MS Cnt: 0.261917 Backgound Scale: 1.00317. ITERATION NUMBER 774. Current Log-Posterior: 158418 Step Size: -348587.2499 Smoothing Hyper-parameters: 0.199237 0.175178 0.281045 0.153916 0.083533 0.237978 0.050623 Expected Total MS Cnt: 2.03892 Backgound Scale: 1.00503. ITERATION NUMBER 775. Current Log-Posterior: 88056.2 Step Size: -70361.33325 Smoothing Hyper-parameters: 0.096181 0.207643 0.105248 0.158111 0.105715 0.101228 0.209782 Expected Total MS Cnt: 2.0543 Backgound Scale: 1.01156. ITERATION NUMBER 776. Current Log-Posterior: 151679 Step Size: 63622.94358 Smoothing Hyper-parameters: 0.072155 0.175662 0.315358 0.262788 0.238688 0.170236 0.227056 Expected Total MS Cnt: 5.85965 Backgound Scale: 0.995829. ITERATION NUMBER 777. Current Log-Posterior: 191605 Step Size: 39925.98552 Smoothing Hyper-parameters: 0.133457 0.089142 0.150998 0.139633 0.203248 0.110106 0.131640 Expected Total MS Cnt: 4.41154 Backgound Scale: 1.00154. ITERATION NUMBER 778. Current Log-Posterior: 135040 Step Size: -56565.48459 Smoothing Hyper-parameters: 0.066505 0.082267 0.194073 0.160176 0.145040 0.190824 0.070209 Expected Total MS Cnt: 2.67721 Backgound Scale: 1.01681. ITERATION NUMBER 779. Current Log-Posterior: 227865 Step Size: 92825.07172 Smoothing Hyper-parameters: 0.185899 0.208264 0.177155 0.119441 0.186820 0.170662 0.053699 Expected Total MS Cnt: 2.86845 Backgound Scale: 1.00112. ITERATION NUMBER 780. Current Log-Posterior: 91158.9 Step Size: -136705.8062 Smoothing Hyper-parameters: 0.295585 0.192488 0.224639 0.259886 0.199698 0.051774 0.153429 Expected Total MS Cnt: 0.728263 Backgound Scale: 1.0046. ITERATION NUMBER 781. Current Log-Posterior: 67207.7 Step Size: -23951.20062 Smoothing Hyper-parameters: 0.075940 0.010517 0.075805 0.036591 0.295830 0.118548 0.161342 Expected Total MS Cnt: 2.69916 Backgound Scale: 1.00345. ITERATION NUMBER 782. Current Log-Posterior: 465689 Step Size: 398480.7873 Smoothing Hyper-parameters: 0.296138 0.229598 0.111227 0.205895 0.125948 0.281993 0.123853 Expected Total MS Cnt: 0.945835 Backgound Scale: 0.993546. ITERATION NUMBER 783. Current Log-Posterior: 68268.9 Step Size: -397419.657 Smoothing Hyper-parameters: 0.151247 0.181815 0.180652 0.239728 0.187917 0.163345 0.025528 Expected Total MS Cnt: 4.89758 Backgound Scale: 1.00608. ITERATION NUMBER 784. Current Log-Posterior: 106605 Step Size: 38336.46667 Smoothing Hyper-parameters: 0.149360 0.123279 0.146835 0.142706 0.077372 0.063409 0.109024 Expected Total MS Cnt: 4.76495 Backgound Scale: 1.00669. ITERATION NUMBER 785. Current Log-Posterior: 118066 Step Size: 11460.38856 Smoothing Hyper-parameters: 0.123463 0.132543 0.212259 0.087835 0.110605 0.139971 0.108826 Expected Total MS Cnt: 2.71294 Backgound Scale: 1.00127. ITERATION NUMBER 786. Current Log-Posterior: 131710 Step Size: 13644.16532 Smoothing Hyper-parameters: 0.039591 0.060673 0.158049 0.286897 0.149058 0.171428 0.039772 Expected Total MS Cnt: 4.45544 Backgound Scale: 0.991335. ITERATION NUMBER 787. Current Log-Posterior: 368877 Step Size: 237167.3698 Smoothing Hyper-parameters: 0.235717 0.228627 0.162549 0.141375 0.032438 0.227230 0.196863 Expected Total MS Cnt: 0.721266 Backgound Scale: 1.00376. ITERATION NUMBER 788. Current Log-Posterior: 77845.9 Step Size: -291031.3802 Smoothing Hyper-parameters: 0.068542 0.120886 0.214544 0.022753 0.186987 0.133444 0.068902 Expected Total MS Cnt: 0.819351 Backgound Scale: 0.994396. ITERATION NUMBER 789. Current Log-Posterior: 216085 Step Size: 138239.5931 Smoothing Hyper-parameters: 0.198580 0.111405 0.275018 0.101467 0.157138 0.082798 0.142564 Expected Total MS Cnt: 1.84284 Backgound Scale: 0.987968. ITERATION NUMBER 790. Current Log-Posterior: 99129 Step Size: -116956.4616 Smoothing Hyper-parameters: 0.085735 0.121256 0.107499 0.049943 0.164724 0.045931 0.189856 Expected Total MS Cnt: 3.26274 Backgound Scale: 1.00709. ITERATION NUMBER 791. Current Log-Posterior: 182181 Step Size: 83051.70747 Smoothing Hyper-parameters: 0.222402 0.244126 0.178914 0.172492 0.178025 0.286400 0.065074 Expected Total MS Cnt: 2.50721 Backgound Scale: 1.00321. ITERATION NUMBER 792. Current Log-Posterior: 78090.4 Step Size: -104090.3323 Smoothing Hyper-parameters: 0.097588 0.110510 0.218380 0.104463 0.316571 0.167406 0.250412 Expected Total MS Cnt: 0.566942 Backgound Scale: 1.00449. ITERATION NUMBER 793. Current Log-Posterior: 160925 Step Size: 82835.0051 Smoothing Hyper-parameters: 0.186678 0.136101 0.082221 0.190764 0.245583 0.235272 0.056227 Expected Total MS Cnt: 3.86414 Backgound Scale: 0.99556. ITERATION NUMBER 794. Current Log-Posterior: 102909 Step Size: -58016.38164 Smoothing Hyper-parameters: 0.190212 0.065443 0.186274 0.213924 0.226991 0.150652 0.204661 Expected Total MS Cnt: 3.24114 Backgound Scale: 0.995789. ITERATION NUMBER 795. Current Log-Posterior: 119863 Step Size: 16953.97303 Smoothing Hyper-parameters: 0.264287 0.114861 0.181942 0.063194 0.083520 0.253360 0.250081 Expected Total MS Cnt: 3.4119 Backgound Scale: 1.00559. ITERATION NUMBER 796. Current Log-Posterior: 87119.9 Step Size: -32743.04855 Smoothing Hyper-parameters: 0.248005 0.167339 0.059362 0.260966 0.213245 0.219271 0.341050 Expected Total MS Cnt: 4.49481 Backgound Scale: 0.993037. ITERATION NUMBER 797. Current Log-Posterior: 86042.1 Step Size: -1077.838327 Smoothing Hyper-parameters: 0.175097 0.233951 0.184772 0.087647 0.130147 0.200393 0.233388 Expected Total MS Cnt: 2.44903 Backgound Scale: 1.01176. ITERATION NUMBER 798. Current Log-Posterior: 93744.7 Step Size: 7702.656979 Smoothing Hyper-parameters: 0.089443 0.122728 0.115470 0.178835 0.098506 0.068957 0.118417 Expected Total MS Cnt: 2.59909 Backgound Scale: 0.987373. ITERATION NUMBER 799. Current Log-Posterior: 173457 Step Size: 79712.20838 Smoothing Hyper-parameters: 0.203860 0.160348 0.178753 0.231397 0.178056 0.243118 0.250842 Expected Total MS Cnt: 4.39306 Backgound Scale: 0.994884. ITERATION NUMBER 800. Current Log-Posterior: 90134.6 Step Size: -83322.30142 Smoothing Hyper-parameters: 0.105567 0.140213 0.133727 0.073957 0.168632 0.062152 0.281751 Expected Total MS Cnt: 5.92958 Backgound Scale: 0.998665. ITERATION NUMBER 801. Current Log-Posterior: 149725 Step Size: 59590.60636 Smoothing Hyper-parameters: 0.203312 0.158319 0.038177 0.108978 0.360180 0.216483 0.180233 Expected Total MS Cnt: 9.37737 Backgound Scale: 1.00432. ITERATION NUMBER 802. Current Log-Posterior: 105459 Step Size: -44265.8345 Smoothing Hyper-parameters: 0.038981 0.191280 0.200564 0.123565 0.156396 0.182347 0.263655 Expected Total MS Cnt: 10.936 Backgound Scale: 0.991913. ITERATION NUMBER 803. Current Log-Posterior: 336687 Step Size: 231227.2879 Smoothing Hyper-parameters: 0.171337 0.150263 0.205285 0.139045 0.079056 0.120347 0.211477 Expected Total MS Cnt: 10.5315 Backgound Scale: 1.00962. ITERATION NUMBER 804. Current Log-Posterior: 102639 Step Size: -234048.0771 Smoothing Hyper-parameters: 0.222307 0.102667 0.187253 0.176735 0.102196 0.133872 0.152158 Expected Total MS Cnt: 10.2936 Backgound Scale: 1.00729. ITERATION NUMBER 805. Current Log-Posterior: 93787.6 Step Size: -8851.004662 Smoothing Hyper-parameters: 0.156791 0.095206 0.108541 0.141450 0.118412 0.294344 0.078498 Expected Total MS Cnt: 6.93517 Backgound Scale: 1.00817. ITERATION NUMBER 806. Current Log-Posterior: 122682 Step Size: 28894.73764 Smoothing Hyper-parameters: 0.208000 0.137357 0.181994 0.167522 0.228134 0.048433 0.141932 Expected Total MS Cnt: 4.21566 Backgound Scale: 1.00909. ITERATION NUMBER 807. Current Log-Posterior: 91263.4 Step Size: -31418.96102 Smoothing Hyper-parameters: 0.175081 0.101699 0.072298 0.073227 0.176483 0.041215 0.141496 Expected Total MS Cnt: 7.25641 Backgound Scale: 0.999732. ITERATION NUMBER 808. Current Log-Posterior: 118536 Step Size: 27272.27084 Smoothing Hyper-parameters: 0.173339 0.164070 0.103630 0.213774 0.016574 0.226218 0.179641 Expected Total MS Cnt: 10.2519 Backgound Scale: 1.01091. ITERATION NUMBER 809. Current Log-Posterior: 103805 Step Size: -14730.41283 Smoothing Hyper-parameters: 0.173339 0.181289 0.082660 0.072068 0.261279 0.248773 0.284188 Expected Total MS Cnt: 12.883 Backgound Scale: 0.998631. ITERATION NUMBER 810. Current Log-Posterior: 104806 Step Size: 1000.929373 Smoothing Hyper-parameters: 0.145578 0.128162 0.028090 0.270946 0.151693 0.194342 0.210143 Expected Total MS Cnt: 9.51426 Backgound Scale: 0.994465. ITERATION NUMBER 811. Current Log-Posterior: 138833 Step Size: 34026.86454 Smoothing Hyper-parameters: 0.179371 0.196985 0.070664 0.161718 0.140409 0.179443 0.111607 Expected Total MS Cnt: 11.8416 Backgound Scale: 0.98323. ITERATION NUMBER 812. Current Log-Posterior: 101144 Step Size: -37688.8029 Smoothing Hyper-parameters: 0.178766 0.237024 0.179914 0.114097 0.056107 0.070576 0.195561 Expected Total MS Cnt: 8.72592 Backgound Scale: 1.0029. ITERATION NUMBER 813. Current Log-Posterior: 92420.9 Step Size: -8723.304567 Smoothing Hyper-parameters: 0.136597 0.324460 0.168374 0.235361 0.187188 0.237480 0.098505 Expected Total MS Cnt: 13.3849 Backgound Scale: 0.981084. ITERATION NUMBER 814. Current Log-Posterior: 107750 Step Size: 15329.347 Smoothing Hyper-parameters: 0.188004 0.167332 0.131648 0.038914 0.250258 0.167014 0.039950 Expected Total MS Cnt: 11.1051 Backgound Scale: 1.00254. ITERATION NUMBER 815. Current Log-Posterior: 97357.6 Step Size: -10392.7034 Smoothing Hyper-parameters: 0.076233 0.168682 0.262518 0.096730 0.112399 0.096910 0.132630 Expected Total MS Cnt: 11.6763 Backgound Scale: 1.01268. ITERATION NUMBER 816. Current Log-Posterior: 187511 Step Size: 90153.35315 Smoothing Hyper-parameters: 0.048344 0.247863 0.198147 0.052901 0.148423 0.240075 0.162710 Expected Total MS Cnt: 12.281 Backgound Scale: 0.993763. ITERATION NUMBER 817. Current Log-Posterior: 271266 Step Size: 83755.54637 Smoothing Hyper-parameters: 0.187775 0.111002 0.184733 0.199306 0.025495 0.125707 0.200831 Expected Total MS Cnt: 11.4807 Backgound Scale: 1.00091. ITERATION NUMBER 818. Current Log-Posterior: 104993 Step Size: -166273.9252 Smoothing Hyper-parameters: 0.074943 0.246479 0.095792 0.178535 0.021312 0.072243 0.067053 Expected Total MS Cnt: 13.5301 Backgound Scale: 1.026. ITERATION NUMBER 819. Current Log-Posterior: 191951 Step Size: 86958.14596 Smoothing Hyper-parameters: 0.104631 0.234032 0.225533 0.182960 0.255501 0.172198 0.186129 Expected Total MS Cnt: 16.1182 Backgound Scale: 0.994342. ITERATION NUMBER 820. Current Log-Posterior: 137739 Step Size: -54211.98248 Smoothing Hyper-parameters: 0.161658 0.137250 0.095571 0.145267 0.163046 0.052641 0.302952 Expected Total MS Cnt: 6.50008 Backgound Scale: 0.993727. ITERATION NUMBER 821. Current Log-Posterior: 112678 Step Size: -25060.26864 Smoothing Hyper-parameters: 0.136133 0.187525 0.196086 0.347153 0.208356 0.129150 0.110736 Expected Total MS Cnt: 5.41764 Backgound Scale: 1.01474. ITERATION NUMBER 822. Current Log-Posterior: 114316 Step Size: 1637.810905 Smoothing Hyper-parameters: 0.178416 0.217747 0.105668 0.174498 0.150337 0.223350 0.265116 Expected Total MS Cnt: 4.78659 Backgound Scale: 0.999323. ITERATION NUMBER 823. Current Log-Posterior: 95046.3 Step Size: -19269.93511 Smoothing Hyper-parameters: 0.134132 0.034413 0.137538 0.070480 0.284724 0.016405 0.217740 Expected Total MS Cnt: 7.42306 Backgound Scale: 1.00226. ITERATION NUMBER 824. Current Log-Posterior: 188288 Step Size: 93241.23853 Smoothing Hyper-parameters: 0.279762 0.057484 0.226184 0.125204 0.195326 0.087850 0.225372 Expected Total MS Cnt: 5.06431 Backgound Scale: 1.00452. ITERATION NUMBER 825. Current Log-Posterior: 106755 Step Size: -81533.01228 Smoothing Hyper-parameters: 0.165455 0.195164 0.161074 0.210068 0.212247 0.154985 0.275533 Expected Total MS Cnt: 3.33086 Backgound Scale: 1.00644. ITERATION NUMBER 826. Current Log-Posterior: 100117 Step Size: -6638.046899 Smoothing Hyper-parameters: 0.191427 0.211555 0.172701 0.129451 0.286624 0.197565 0.302287 Expected Total MS Cnt: 3.00334 Backgound Scale: 1.00792. ITERATION NUMBER 827. Current Log-Posterior: 89482.5 Step Size: -10633.98299 Smoothing Hyper-parameters: 0.107606 0.083605 0.242502 0.207245 0.121159 0.229819 0.195413 Expected Total MS Cnt: 2.74949 Backgound Scale: 0.995052. ITERATION NUMBER 828. Current Log-Posterior: 156972 Step Size: 67489.00581 Smoothing Hyper-parameters: 0.107706 0.188019 0.067260 0.342501 0.114514 0.150169 0.134366 Expected Total MS Cnt: 2.52267 Backgound Scale: 1.01807. ITERATION NUMBER 829. Current Log-Posterior: 144323 Step Size: -12648.08783 Smoothing Hyper-parameters: 0.098895 0.153998 0.178101 0.247151 0.182772 0.109376 0.137509 Expected Total MS Cnt: 2.97798 Backgound Scale: 0.992365. ITERATION NUMBER 830. Current Log-Posterior: 151403 Step Size: 7079.589305 Smoothing Hyper-parameters: 0.064542 0.048623 0.233265 0.114577 0.195796 0.215923 0.154520 Expected Total MS Cnt: 4.78168 Backgound Scale: 0.994214. ITERATION NUMBER 831. Current Log-Posterior: 257418 Step Size: 106015.155 Smoothing Hyper-parameters: 0.141208 0.104608 0.109019 0.226829 0.093564 0.219008 0.094192 Expected Total MS Cnt: 3.67512 Backgound Scale: 0.983212. ITERATION NUMBER 832. Current Log-Posterior: 127510 Step Size: -129908.0291 Smoothing Hyper-parameters: 0.105496 0.197499 0.304230 0.157414 0.211603 0.090248 0.035699 Expected Total MS Cnt: 10.7269 Backgound Scale: 1.00855. ITERATION NUMBER 833. Current Log-Posterior: 139648 Step Size: 12137.71674 Smoothing Hyper-parameters: 0.114179 0.219377 0.115566 0.190495 0.169546 0.083595 0.148582 Expected Total MS Cnt: 9.71573 Backgound Scale: 1.01209. ITERATION NUMBER 834. Current Log-Posterior: 132463 Step Size: -7184.381226 Smoothing Hyper-parameters: 0.341811 0.256702 0.094143 0.234664 0.147767 0.099909 0.063927 Expected Total MS Cnt: 14.6244 Backgound Scale: 0.981379. ITERATION NUMBER 835. Current Log-Posterior: 61887.5 Step Size: -70575.95826 Smoothing Hyper-parameters: 0.321613 0.125262 0.166357 0.151237 0.066530 0.071539 0.131197 Expected Total MS Cnt: 2.54046 Backgound Scale: 1.01851. ITERATION NUMBER 836. Current Log-Posterior: 74933.2 Step Size: 13045.68682 Smoothing Hyper-parameters: 0.256746 0.217566 0.131838 0.221960 0.120115 0.225081 0.119650 Expected Total MS Cnt: 2.31899 Backgound Scale: 0.98815. ITERATION NUMBER 837. Current Log-Posterior: 73579.1 Step Size: -1354.119169 Smoothing Hyper-parameters: 0.146097 0.223897 0.218663 0.165887 0.062448 0.150138 0.218216 Expected Total MS Cnt: 1.55002 Backgound Scale: 1.00404. ITERATION NUMBER 838. Current Log-Posterior: 106706 Step Size: 33127.33404 Smoothing Hyper-parameters: 0.306043 0.072329 0.241639 0.154615 0.094397 0.098598 0.261033 Expected Total MS Cnt: 1.51622 Backgound Scale: 0.98842. ITERATION NUMBER 839. Current Log-Posterior: 92965.1 Step Size: -13741.32534 Smoothing Hyper-parameters: 0.048549 0.155698 0.241732 0.242267 0.142709 0.227491 0.089616 Expected Total MS Cnt: 3.74639 Backgound Scale: 1.00766. ITERATION NUMBER 840. Current Log-Posterior: 279694 Step Size: 186728.8173 Smoothing Hyper-parameters: 0.270961 0.183554 0.174548 0.103820 0.198310 0.235515 0.176214 Expected Total MS Cnt: 3.0219 Backgound Scale: 0.997939. ITERATION NUMBER 841. Current Log-Posterior: 73643 Step Size: -206050.931 Smoothing Hyper-parameters: 0.236518 0.115732 0.168888 0.246852 0.150159 0.139983 0.114885 Expected Total MS Cnt: 8.22099 Backgound Scale: 0.993366. ITERATION NUMBER 842. Current Log-Posterior: 89079.4 Step Size: 15436.37222 Smoothing Hyper-parameters: 0.079027 0.178563 0.065534 0.207744 0.113208 0.230402 0.361177 Expected Total MS Cnt: 11.7004 Backgound Scale: 1.00417. ITERATION NUMBER 843. Current Log-Posterior: 187872 Step Size: 98792.23564 Smoothing Hyper-parameters: 0.022857 0.085450 0.275018 0.156901 0.246865 0.363479 0.297935 Expected Total MS Cnt: 7.66481 Backgound Scale: 1.01794. ITERATION NUMBER 844. Current Log-Posterior: 572284 Step Size: 384411.922 Smoothing Hyper-parameters: 0.111308 0.243182 0.158572 0.257531 0.239900 0.134864 0.177949 Expected Total MS Cnt: 11.5833 Backgound Scale: 1.01314. ITERATION NUMBER 845. Current Log-Posterior: 132842 Step Size: -439441.9439 Smoothing Hyper-parameters: 0.082570 0.261982 0.222483 0.225694 0.201543 0.195140 0.054656 Expected Total MS Cnt: 3.63448 Backgound Scale: 0.995122. ITERATION NUMBER 846. Current Log-Posterior: 167678 Step Size: 34836.70458 Smoothing Hyper-parameters: 0.163347 0.197324 0.148096 0.069063 0.246433 0.332512 0.205866 Expected Total MS Cnt: 6.23474 Backgound Scale: 1.00302. ITERATION NUMBER 847. Current Log-Posterior: 102355 Step Size: -65323.76447 Smoothing Hyper-parameters: 0.271312 0.037380 0.189241 0.114393 0.068039 0.120395 0.100554 Expected Total MS Cnt: 6.69922 Backgound Scale: 1.01156. ITERATION NUMBER 848. Current Log-Posterior: 135839 Step Size: 33484.30285 Smoothing Hyper-parameters: 0.136545 0.067997 0.295434 0.125155 0.221455 0.160252 0.223315 Expected Total MS Cnt: 5.59599 Backgound Scale: 0.995303. ITERATION NUMBER 849. Current Log-Posterior: 141437 Step Size: 5598.534121 Smoothing Hyper-parameters: 0.254690 0.098775 0.218742 0.020582 0.161022 0.194833 0.176694 Expected Total MS Cnt: 1.75918 Backgound Scale: 1.01545. ITERATION NUMBER 850. Current Log-Posterior: 96415.9 Step Size: -45021.45009 Smoothing Hyper-parameters: 0.242679 0.130256 0.066411 0.022053 0.200700 0.207492 0.282798 Expected Total MS Cnt: 0.451073 Backgound Scale: 1.01461. ITERATION NUMBER 851. Current Log-Posterior: 98628.2 Step Size: 2212.295405 Smoothing Hyper-parameters: 0.067006 0.173228 0.184433 0.223841 0.065820 0.156693 0.232749 Expected Total MS Cnt: 1.72016 Backgound Scale: 1.01172. ITERATION NUMBER 852. Current Log-Posterior: 207342 Step Size: 108713.5523 Smoothing Hyper-parameters: 0.278856 0.238868 0.184433 0.193840 0.231983 0.121925 0.244503 Expected Total MS Cnt: 2.3291 Backgound Scale: 0.984514. ITERATION NUMBER 853. Current Log-Posterior: 66937.5 Step Size: -140404.2301 Smoothing Hyper-parameters: 0.175603 0.137929 0.277073 0.049940 0.054954 0.126270 0.123826 Expected Total MS Cnt: 0.495883 Backgound Scale: 1.00058. ITERATION NUMBER 854. Current Log-Posterior: 104618 Step Size: 37680.45362 Smoothing Hyper-parameters: 0.225500 0.126897 0.332189 0.151359 0.227191 0.127812 0.251721 Expected Total MS Cnt: 2.82671 Backgound Scale: 0.994624. ITERATION NUMBER 855. Current Log-Posterior: 86027.1 Step Size: -18590.84303 Smoothing Hyper-parameters: 0.072094 0.289064 0.219365 0.268030 0.197057 0.283987 0.156591 Expected Total MS Cnt: 1.36353 Backgound Scale: 1.01706. ITERATION NUMBER 856. Current Log-Posterior: 186292 Step Size: 100265.0493 Smoothing Hyper-parameters: 0.109325 0.190270 0.219365 0.251831 0.158776 0.160206 0.030736 Expected Total MS Cnt: 2.90259 Backgound Scale: 0.993066. ITERATION NUMBER 857. Current Log-Posterior: 135961 Step Size: -50331.0229 Smoothing Hyper-parameters: 0.049178 0.259951 0.205133 0.196766 0.234055 0.181230 0.302180 Expected Total MS Cnt: 0.128667 Backgound Scale: 1.00578. ITERATION NUMBER 858. Current Log-Posterior: 269307 Step Size: 133346.0053 Smoothing Hyper-parameters: 0.248484 0.107575 0.069024 0.065530 0.256393 0.044300 0.029286 Expected Total MS Cnt: 0.28587 Backgound Scale: 1.00995. ITERATION NUMBER 859. Current Log-Posterior: 95708.3 Step Size: -173598.8606 Smoothing Hyper-parameters: 0.032965 0.078176 0.122452 0.154954 0.035485 0.161498 0.151595 Expected Total MS Cnt: 0.0582303 Backgound Scale: 0.988598. ITERATION NUMBER 860. Current Log-Posterior: 417583 Step Size: 321874.9486 Smoothing Hyper-parameters: 0.063796 0.164126 0.123992 0.034789 0.264158 0.136811 0.133948 Expected Total MS Cnt: 2.45322 Backgound Scale: 0.989669. ITERATION NUMBER 861. Current Log-Posterior: 222283 Step Size: -195300.5915 Smoothing Hyper-parameters: 0.180469 0.164003 0.172180 0.126180 0.116205 0.254223 0.068512 Expected Total MS Cnt: 1.36503 Backgound Scale: 1.00013. ITERATION NUMBER 862. Current Log-Posterior: 98111 Step Size: -124171.6472 Smoothing Hyper-parameters: 0.287688 0.263695 0.372238 0.260440 0.108359 0.266838 0.144372 Expected Total MS Cnt: 3.58467 Backgound Scale: 1.00107. ITERATION NUMBER 863. Current Log-Posterior: 63522.4 Step Size: -34588.66607 Smoothing Hyper-parameters: 0.024681 0.101940 0.046814 0.153573 0.286035 0.326534 0.122330 Expected Total MS Cnt: 6.83354 Backgound Scale: 1.01446. ITERATION NUMBER 864. Current Log-Posterior: 542284 Step Size: 478761.4598 Smoothing Hyper-parameters: 0.337184 0.142962 0.153768 0.056197 0.247433 0.227603 0.224813 Expected Total MS Cnt: 3.89911 Backgound Scale: 0.993428. ITERATION NUMBER 865. Current Log-Posterior: 71641.5 Step Size: -470642.3298 Smoothing Hyper-parameters: 0.096175 0.192559 0.284545 0.134792 0.213097 0.113309 0.246324 Expected Total MS Cnt: 0.999001 Backgound Scale: 1.00464. ITERATION NUMBER 866. Current Log-Posterior: 151013 Step Size: 79371.36156 Smoothing Hyper-parameters: 0.067178 0.252598 0.019561 0.226825 0.359467 0.141147 0.152107 Expected Total MS Cnt: 4.20847 Backgound Scale: 0.995642. ITERATION NUMBER 867. Current Log-Posterior: 236355 Step Size: 85342.06498 Smoothing Hyper-parameters: 0.163174 0.111299 0.262942 0.095034 0.231229 0.123761 0.304033 Expected Total MS Cnt: 0.225576 Backgound Scale: 1.0149. ITERATION NUMBER 868. Current Log-Posterior: 111274 Step Size: -125080.9479 Smoothing Hyper-parameters: 0.191574 0.062180 0.150979 0.214858 0.055329 0.379731 0.069391 Expected Total MS Cnt: 1.26016 Backgound Scale: 1.00655. ITERATION NUMBER 869. Current Log-Posterior: 123308 Step Size: 12033.7311 Smoothing Hyper-parameters: 0.083920 0.117575 0.152476 0.247109 0.185260 0.173037 0.231123 Expected Total MS Cnt: 0.955234 Backgound Scale: 1.00137. ITERATION NUMBER 870. Current Log-Posterior: 179005 Step Size: 55696.85166 Smoothing Hyper-parameters: 0.076085 0.258463 0.188226 0.169680 0.265601 0.220529 0.072707 Expected Total MS Cnt: 2.35913 Backgound Scale: 0.989105. ITERATION NUMBER 871. Current Log-Posterior: 181486 Step Size: 2481.110574 Smoothing Hyper-parameters: 0.101137 0.148795 0.131626 0.146879 0.107231 0.214477 0.132112 Expected Total MS Cnt: 3.54922 Backgound Scale: 1.00197. ITERATION NUMBER 872. Current Log-Posterior: 149716 Step Size: -31769.6914 Smoothing Hyper-parameters: 0.086118 0.172686 0.098583 0.169038 0.268107 0.124892 0.248101 Expected Total MS Cnt: 2.06302 Backgound Scale: 1.00068. ITERATION NUMBER 873. Current Log-Posterior: 173137 Step Size: 23420.85876 Smoothing Hyper-parameters: 0.218045 0.084956 0.179762 0.126621 0.271253 0.248093 0.176893 Expected Total MS Cnt: 0.398332 Backgound Scale: 0.990573. ITERATION NUMBER 874. Current Log-Posterior: 101461 Step Size: -71675.34837 Smoothing Hyper-parameters: 0.077213 0.195625 0.176470 0.260530 0.225188 0.143788 0.180755 Expected Total MS Cnt: 0.187454 Backgound Scale: 1.00085. ITERATION NUMBER 875. Current Log-Posterior: 179898 Step Size: 78436.72431 Smoothing Hyper-parameters: 0.217198 0.178164 0.117883 0.222850 0.159044 0.243828 0.017079 Expected Total MS Cnt: 2.41297 Backgound Scale: 0.998768. ITERATION NUMBER 876. Current Log-Posterior: 87174.4 Step Size: -92723.80426 Smoothing Hyper-parameters: 0.058198 0.112200 0.178130 0.183555 0.206611 0.131294 0.021909 Expected Total MS Cnt: 3.37052 Backgound Scale: 0.995628. ITERATION NUMBER 877. Current Log-Posterior: 242690 Step Size: 155515.8231 Smoothing Hyper-parameters: 0.165584 0.170499 0.212615 0.214605 0.090746 0.060499 0.167215 Expected Total MS Cnt: 2.15551 Backgound Scale: 0.999546. ITERATION NUMBER 878. Current Log-Posterior: 101277 Step Size: -141413.4554 Smoothing Hyper-parameters: 0.199401 0.132536 0.131585 0.175303 0.160517 0.163359 0.128620 Expected Total MS Cnt: 4.92955 Backgound Scale: 1.0002. ITERATION NUMBER 879. Current Log-Posterior: 95801.1 Step Size: -5475.670886 Smoothing Hyper-parameters: 0.208571 0.027988 0.075172 0.202719 0.047826 0.193461 0.066524 Expected Total MS Cnt: 6.74115 Backgound Scale: 1.00455. ITERATION NUMBER 880. Current Log-Posterior: 183861 Step Size: 88059.74074 Smoothing Hyper-parameters: 0.088370 0.141131 0.191302 0.201027 0.108130 0.110535 0.125531 Expected Total MS Cnt: 4.45288 Backgound Scale: 0.992391. ITERATION NUMBER 881. Current Log-Posterior: 167263 Step Size: -16597.70645 Smoothing Hyper-parameters: 0.161550 0.136632 0.190979 0.119483 0.226427 0.078028 0.086770 Expected Total MS Cnt: 7.60139 Backgound Scale: 0.980328. ITERATION NUMBER 882. Current Log-Posterior: 108263 Step Size: -58999.89413 Smoothing Hyper-parameters: 0.069197 0.100722 0.157583 0.216242 0.119148 0.201413 0.245018 Expected Total MS Cnt: 3.54756 Backgound Scale: 1.01696. ITERATION NUMBER 883. Current Log-Posterior: 212724 Step Size: 104461.1263 Smoothing Hyper-parameters: 0.252716 0.211847 0.023587 0.196704 0.139764 0.166502 0.017338 Expected Total MS Cnt: 3.62399 Backgound Scale: 1.0139. ITERATION NUMBER 884. Current Log-Posterior: 101786 Step Size: -110938.1861 Smoothing Hyper-parameters: 0.205455 0.172325 0.199829 0.054529 0.229814 0.119756 0.115921 Expected Total MS Cnt: 2.87631 Backgound Scale: 1.00689. ITERATION NUMBER 885. Current Log-Posterior: 89828.5 Step Size: -11957.68977 Smoothing Hyper-parameters: 0.184175 0.089394 0.263095 0.306874 0.185720 0.188307 0.048326 Expected Total MS Cnt: 2.21822 Backgound Scale: 1.01116. ITERATION NUMBER 886. Current Log-Posterior: 108369 Step Size: 18540.93807 Smoothing Hyper-parameters: 0.205488 0.134812 0.077308 0.259917 0.108689 0.230025 0.184137 Expected Total MS Cnt: 5.98092 Backgound Scale: 1.00058. ITERATION NUMBER 887. Current Log-Posterior: 97086.8 Step Size: -11282.62949 Smoothing Hyper-parameters: 0.191619 0.110257 0.164256 0.238791 0.198590 0.177434 0.224057 Expected Total MS Cnt: 5.37263 Backgound Scale: 1.00491. ITERATION NUMBER 888. Current Log-Posterior: 101674 Step Size: 4586.968111 Smoothing Hyper-parameters: 0.235574 0.059344 0.215710 0.171628 0.198852 0.052165 0.277749 Expected Total MS Cnt: 4.53306 Backgound Scale: 1.01469. ITERATION NUMBER 889. Current Log-Posterior: 114164 Step Size: 12490.14452 Smoothing Hyper-parameters: 0.144293 0.178516 0.179930 0.153567 0.079675 0.122234 0.170272 Expected Total MS Cnt: 10.5736 Backgound Scale: 1.00842. ITERATION NUMBER 890. Current Log-Posterior: 111223 Step Size: -2940.496309 Smoothing Hyper-parameters: 0.161835 0.042224 0.097038 0.149179 0.128406 0.152718 0.154448 Expected Total MS Cnt: 17.5856 Backgound Scale: 1.01077. ITERATION NUMBER 891. Current Log-Posterior: 159569 Step Size: 48345.15948 Smoothing Hyper-parameters: 0.178399 0.290700 0.154038 0.142062 0.085395 0.071121 0.107693 Expected Total MS Cnt: 14.8063 Backgound Scale: 0.997308. ITERATION NUMBER 892. Current Log-Posterior: 89902.8 Step Size: -69665.73366 Smoothing Hyper-parameters: 0.142115 0.077751 0.267780 0.076186 0.084936 0.160969 0.094392 Expected Total MS Cnt: 9.46541 Backgound Scale: 0.99225. ITERATION NUMBER 893. Current Log-Posterior: 134348 Step Size: 44445.34631 Smoothing Hyper-parameters: 0.109375 0.224105 0.189337 0.330272 0.145736 0.073863 0.206684 Expected Total MS Cnt: 16.0341 Backgound Scale: 0.991954. ITERATION NUMBER 894. Current Log-Posterior: 134456 Step Size: 107.9041377 Smoothing Hyper-parameters: 0.118232 0.073913 0.106907 0.101537 0.110055 0.230277 0.080785 Expected Total MS Cnt: 9.95871 Backgound Scale: 0.994131. ITERATION NUMBER 895. Current Log-Posterior: 157204 Step Size: 22748.39283 Smoothing Hyper-parameters: 0.105204 0.132067 0.253862 0.182175 0.151623 0.155669 0.222868 Expected Total MS Cnt: 11.2037 Backgound Scale: 0.992229. ITERATION NUMBER 896. Current Log-Posterior: 146656 Step Size: -10548.24948 Smoothing Hyper-parameters: 0.179167 0.161088 0.198166 0.196383 0.181878 0.120186 0.274967 Expected Total MS Cnt: 16.2768 Backgound Scale: 1.00127. ITERATION NUMBER 897. Current Log-Posterior: 96965.9 Step Size: -49690.31844 Smoothing Hyper-parameters: 0.115150 0.090865 0.053299 0.081914 0.137058 0.288877 0.080614 Expected Total MS Cnt: 8.5912 Backgound Scale: 0.988848. ITERATION NUMBER 898. Current Log-Posterior: 159162 Step Size: 62196.53194 Smoothing Hyper-parameters: 0.163382 0.028925 0.039074 0.361534 0.301662 0.124871 0.227078 Expected Total MS Cnt: 8.51258 Backgound Scale: 0.979884. ITERATION NUMBER 899. Current Log-Posterior: 199273 Step Size: 40110.93728 Smoothing Hyper-parameters: 0.273085 0.142241 0.280283 0.189806 0.098989 0.282838 0.150084 Expected Total MS Cnt: 12.3492 Backgound Scale: 0.988364. ITERATION NUMBER 900. Current Log-Posterior: 75338.4 Step Size: -123934.9311 Smoothing Hyper-parameters: 0.149911 0.066704 0.214916 0.144560 0.195804 0.242200 0.132484 Expected Total MS Cnt: 12.4682 Backgound Scale: 0.988313. ITERATION NUMBER 901. Current Log-Posterior: 136583 Step Size: 61244.30493 Smoothing Hyper-parameters: 0.038076 0.141234 0.127780 0.127717 0.142417 0.176304 0.292884 Expected Total MS Cnt: 19.9848 Backgound Scale: 1.00795. ITERATION NUMBER 902. Current Log-Posterior: 350620 Step Size: 214037.04 Smoothing Hyper-parameters: 0.053360 0.172725 0.069839 0.175993 0.217168 0.234107 0.204435 Expected Total MS Cnt: 8.95409 Backgound Scale: 1.00908. ITERATION NUMBER 903. Current Log-Posterior: 257427 Step Size: -93192.36404 Smoothing Hyper-parameters: 0.195029 0.189864 0.089853 0.214028 0.062013 0.214604 0.159443 Expected Total MS Cnt: 6.60008 Backgound Scale: 1.00188. ITERATION NUMBER 904. Current Log-Posterior: 92851.2 Step Size: -164576.2761 Smoothing Hyper-parameters: 0.080208 0.145320 0.107103 0.097514 0.212261 0.119545 0.099326 Expected Total MS Cnt: 8.44611 Backgound Scale: 0.997727. ITERATION NUMBER 905. Current Log-Posterior: 184050 Step Size: 91198.81866 Smoothing Hyper-parameters: 0.099996 0.182860 0.195312 0.166222 0.294379 0.234974 0.111353 Expected Total MS Cnt: 16.3986 Backgound Scale: 0.99255. ITERATION NUMBER 906. Current Log-Posterior: 149023 Step Size: -35026.52904 Smoothing Hyper-parameters: 0.229095 0.027707 0.129853 0.225820 0.152381 0.161333 0.226970 Expected Total MS Cnt: 10.7553 Backgound Scale: 1.00002. ITERATION NUMBER 907. Current Log-Posterior: 170968 Step Size: 21944.56596 Smoothing Hyper-parameters: 0.147611 0.038554 0.166472 0.206196 0.067493 0.197301 0.215466 Expected Total MS Cnt: 3.33925 Backgound Scale: 0.990502. ITERATION NUMBER 908. Current Log-Posterior: 170397 Step Size: -570.8211985 Smoothing Hyper-parameters: 0.223222 0.238722 0.159228 0.239363 0.147298 0.242672 0.238260 Expected Total MS Cnt: 4.86901 Backgound Scale: 1.00477. ITERATION NUMBER 909. Current Log-Posterior: 78699.2 Step Size: -91697.96535 Smoothing Hyper-parameters: 0.109625 0.244607 0.150718 0.062538 0.183023 0.286130 0.174240 Expected Total MS Cnt: 11.4039 Backgound Scale: 0.999593. ITERATION NUMBER 910. Current Log-Posterior: 133996 Step Size: 55296.46618 Smoothing Hyper-parameters: 0.115524 0.117591 0.156454 0.112242 0.218031 0.194314 0.198318 Expected Total MS Cnt: 11.8007 Backgound Scale: 0.994108. ITERATION NUMBER 911. Current Log-Posterior: 141299 Step Size: 7303.017667 Smoothing Hyper-parameters: 0.086522 0.070412 0.104764 0.188082 0.187871 0.171312 0.241024 Expected Total MS Cnt: 19.4044 Backgound Scale: 0.989379. ITERATION NUMBER 912. Current Log-Posterior: 194035 Step Size: 52735.87567 Smoothing Hyper-parameters: 0.081564 0.058832 0.163594 0.062979 0.147197 0.263935 0.178221 Expected Total MS Cnt: 23.2077 Backgound Scale: 1.00086. ITERATION NUMBER 913. Current Log-Posterior: 212826 Step Size: 18791.59283 Smoothing Hyper-parameters: 0.204155 0.074092 0.214450 0.034883 0.136365 0.136684 0.154216 Expected Total MS Cnt: 27.2424 Backgound Scale: 0.998187. ITERATION NUMBER 914. Current Log-Posterior: 114559 Step Size: -98267.65907 Smoothing Hyper-parameters: 0.233547 0.090072 0.035695 0.207305 0.116287 0.189799 0.086690 Expected Total MS Cnt: 21.4454 Backgound Scale: 0.992704. ITERATION NUMBER 915. Current Log-Posterior: 114253 Step Size: -305.9637031 Smoothing Hyper-parameters: 0.149058 0.236337 0.221137 0.201383 0.057340 0.213480 0.286555 Expected Total MS Cnt: 24.8675 Backgound Scale: 0.989385. ITERATION NUMBER 916. Current Log-Posterior: 105900 Step Size: -8352.645352 Smoothing Hyper-parameters: 0.086580 0.099360 0.051593 0.207815 0.102486 0.152038 0.239332 Expected Total MS Cnt: 20.5943 Backgound Scale: 1.00509. ITERATION NUMBER 917. Current Log-Posterior: 189367 Step Size: 83466.78505 Smoothing Hyper-parameters: 0.094508 0.152053 0.041015 0.130592 0.233564 0.096411 0.256592 Expected Total MS Cnt: 19.7834 Backgound Scale: 0.994745. ITERATION NUMBER 918. Current Log-Posterior: 171818 Step Size: -17548.24412 Smoothing Hyper-parameters: 0.293099 0.225890 0.178611 0.154218 0.191263 0.246621 0.167318 Expected Total MS Cnt: 18.3919 Backgound Scale: 1.0075. ITERATION NUMBER 919. Current Log-Posterior: 66643.3 Step Size: -105175.1868 Smoothing Hyper-parameters: 0.147045 0.188652 0.189600 0.045532 0.334929 0.302181 0.237434 Expected Total MS Cnt: 16.4617 Backgound Scale: 0.988604. ITERATION NUMBER 920. Current Log-Posterior: 112266 Step Size: 45622.47985 Smoothing Hyper-parameters: 0.292685 0.099488 0.166360 0.222723 0.244133 0.158763 0.178019 Expected Total MS Cnt: 21.3714 Backgound Scale: 0.998216. ITERATION NUMBER 921. Current Log-Posterior: 82223.3 Step Size: -30042.40254 Smoothing Hyper-parameters: 0.237894 0.010434 0.052950 0.286942 0.238156 0.192044 0.189532 Expected Total MS Cnt: 17.6507 Backgound Scale: 0.992378. ITERATION NUMBER 922. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.211445 0.175165 0.134402 0.195108 0.294410 0.143578 0.041944 Expected Total MS Cnt: 24.4521 Backgound Scale: 0.998859. ITERATION NUMBER 923. Current Log-Posterior: 86557.7 Step Size: -inf Smoothing Hyper-parameters: 0.074215 0.125817 0.059568 0.221007 0.195650 0.202552 0.276729 Expected Total MS Cnt: 17.6879 Backgound Scale: 0.991125. ITERATION NUMBER 924. Current Log-Posterior: 204919 Step Size: 118361.1494 Smoothing Hyper-parameters: 0.132932 0.061573 0.230422 0.161026 0.357321 0.100482 0.098330 Expected Total MS Cnt: 11.2008 Backgound Scale: 1.02092. ITERATION NUMBER 925. Current Log-Posterior: 148726 Step Size: -56193.29139 Smoothing Hyper-parameters: 0.075758 0.147671 0.073180 0.128706 0.163479 0.179223 0.258491 Expected Total MS Cnt: 12.5076 Backgound Scale: 1.00403. ITERATION NUMBER 926. Current Log-Posterior: 194834 Step Size: 46108.20983 Smoothing Hyper-parameters: 0.242362 0.212234 0.183092 0.211309 0.235378 0.317754 0.275094 Expected Total MS Cnt: 23.5637 Backgound Scale: 1.00008. ITERATION NUMBER 927. Current Log-Posterior: 75177.9 Step Size: -119655.8412 Smoothing Hyper-parameters: 0.207983 0.255604 0.134522 0.180838 0.184963 0.208396 0.285690 Expected Total MS Cnt: 21.66 Backgound Scale: 0.992195. ITERATION NUMBER 928. Current Log-Posterior: 82936.1 Step Size: 7758.222012 Smoothing Hyper-parameters: 0.160880 0.144436 0.221862 0.213193 0.241908 0.108071 0.178056 Expected Total MS Cnt: 21.4657 Backgound Scale: 1.01129. ITERATION NUMBER 929. Current Log-Posterior: 106511 Step Size: 23575.09798 Smoothing Hyper-parameters: 0.154168 0.255878 0.135960 0.139295 0.208602 0.140536 0.196247 Expected Total MS Cnt: 27.3221 Backgound Scale: 1.00136. ITERATION NUMBER 930. Current Log-Posterior: 103187 Step Size: -3324.166675 Smoothing Hyper-parameters: 0.172709 0.105874 0.125933 0.161431 0.185888 0.101478 0.119188 Expected Total MS Cnt: 23.3468 Backgound Scale: 0.991381. ITERATION NUMBER 931. Current Log-Posterior: 110720 Step Size: 7532.525836 Smoothing Hyper-parameters: 0.167365 0.118037 0.198215 0.068050 0.273927 0.178951 0.185478 Expected Total MS Cnt: 37.9924 Backgound Scale: 0.994434. ITERATION NUMBER 932. Current Log-Posterior: 109551 Step Size: -1168.347342 Smoothing Hyper-parameters: 0.064832 0.181216 0.142455 0.204505 0.254683 0.212181 0.380641 Expected Total MS Cnt: 20.7606 Backgound Scale: 0.994614. ITERATION NUMBER 933. Current Log-Posterior: 216587 Step Size: 107035.9225 Smoothing Hyper-parameters: 0.277200 0.115545 0.059945 0.210690 0.250754 0.213425 0.092381 Expected Total MS Cnt: 22.5454 Backgound Scale: 0.998896. ITERATION NUMBER 934. Current Log-Posterior: 88295.6 Step Size: -128291.5277 Smoothing Hyper-parameters: 0.030158 0.119453 0.229676 0.112807 0.042505 0.342686 0.265291 Expected Total MS Cnt: 13.1637 Backgound Scale: 0.996107. ITERATION NUMBER 935. Current Log-Posterior: 434754 Step Size: 346458.1187 Smoothing Hyper-parameters: 0.314303 0.129768 0.119716 0.153619 0.131843 0.143776 0.171221 Expected Total MS Cnt: 14.1663 Backgound Scale: 0.990528. ITERATION NUMBER 936. Current Log-Posterior: 75418.3 Step Size: -359335.4792 Smoothing Hyper-parameters: 0.125653 0.262421 0.160137 0.227581 0.213797 0.185548 0.163694 Expected Total MS Cnt: 14.8294 Backgound Scale: 0.996565. ITERATION NUMBER 937. Current Log-Posterior: 117329 Step Size: 41910.27517 Smoothing Hyper-parameters: 0.077802 0.156185 0.141503 0.131365 0.145743 0.142257 0.171355 Expected Total MS Cnt: 12.7967 Backgound Scale: 1.00274. ITERATION NUMBER 938. Current Log-Posterior: 184202 Step Size: 66873.88689 Smoothing Hyper-parameters: 0.244396 0.090934 0.211971 0.006244 0.132376 0.209492 0.136886 Expected Total MS Cnt: 16.6637 Backgound Scale: 1.00724. ITERATION NUMBER 939. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.152929 0.039998 0.097118 0.069415 0.165897 0.140265 0.335633 Expected Total MS Cnt: 14.4633 Backgound Scale: 1.00871. ITERATION NUMBER 940. Current Log-Posterior: 166699 Step Size: -inf Smoothing Hyper-parameters: 0.123719 0.152547 0.019543 0.208074 0.147696 0.116404 0.189791 Expected Total MS Cnt: 8.73544 Backgound Scale: 0.992982. ITERATION NUMBER 941. Current Log-Posterior: 162524 Step Size: -4175.035611 Smoothing Hyper-parameters: 0.110778 0.283448 0.275182 0.083370 0.176402 0.195876 0.166513 Expected Total MS Cnt: 9.95151 Backgound Scale: 0.980834. ITERATION NUMBER 942. Current Log-Posterior: 130071 Step Size: -32452.32447 Smoothing Hyper-parameters: 0.117878 0.121338 0.150238 0.069713 0.140869 0.204474 0.213337 Expected Total MS Cnt: 11.4744 Backgound Scale: 1.00669. ITERATION NUMBER 943. Current Log-Posterior: 140350 Step Size: 10278.54997 Smoothing Hyper-parameters: 0.275415 0.035858 0.092053 0.115084 0.290985 0.223054 0.183319 Expected Total MS Cnt: 7.25413 Backgound Scale: 0.996665. ITERATION NUMBER 944. Current Log-Posterior: 142402 Step Size: 2052.583466 Smoothing Hyper-parameters: 0.141934 0.088611 0.144498 0.108320 0.240536 0.069557 0.146349 Expected Total MS Cnt: 3.97218 Backgound Scale: 1.00614. ITERATION NUMBER 945. Current Log-Posterior: 132395 Step Size: -10007.65374 Smoothing Hyper-parameters: 0.165966 0.228024 0.155658 0.169419 0.249020 0.200851 0.286199 Expected Total MS Cnt: 8.93851 Backgound Scale: 0.997519. ITERATION NUMBER 946. Current Log-Posterior: 98039.3 Step Size: -34355.3742 Smoothing Hyper-parameters: 0.254105 0.185321 0.115764 0.217256 0.218220 0.143606 0.187304 Expected Total MS Cnt: 6.92079 Backgound Scale: 1.0029. ITERATION NUMBER 947. Current Log-Posterior: 77597.9 Step Size: -20441.45822 Smoothing Hyper-parameters: 0.077015 0.061751 0.223027 0.119164 0.229360 0.111312 0.212240 Expected Total MS Cnt: 2.80398 Backgound Scale: 0.995701. ITERATION NUMBER 948. Current Log-Posterior: 218229 Step Size: 140631.2987 Smoothing Hyper-parameters: 0.233204 0.273809 0.098567 0.103258 0.271577 0.118844 0.128182 Expected Total MS Cnt: 6.49841 Backgound Scale: 1.00033. ITERATION NUMBER 949. Current Log-Posterior: 78744.4 Step Size: -139484.7866 Smoothing Hyper-parameters: 0.236780 0.231108 0.127925 0.207448 0.109078 0.162578 0.131108 Expected Total MS Cnt: 6.74278 Backgound Scale: 0.983045. ITERATION NUMBER 950. Current Log-Posterior: 77516.2 Step Size: -1228.199035 Smoothing Hyper-parameters: 0.179352 0.129907 0.045980 0.194081 0.019669 0.027869 0.234453 Expected Total MS Cnt: 11.8898 Backgound Scale: 0.996991. ITERATION NUMBER 951. Current Log-Posterior: 114758 Step Size: 37241.38019 Smoothing Hyper-parameters: 0.045093 0.204539 0.181462 0.210530 0.111191 0.148448 0.065582 Expected Total MS Cnt: 9.48688 Backgound Scale: 1.00119. ITERATION NUMBER 952. Current Log-Posterior: 293865 Step Size: 179107.3534 Smoothing Hyper-parameters: 0.180977 0.052747 0.107750 0.199722 0.317982 0.142401 0.139324 Expected Total MS Cnt: 18.5773 Backgound Scale: 0.981015. ITERATION NUMBER 953. Current Log-Posterior: 137584 Step Size: -156280.831 Smoothing Hyper-parameters: 0.159426 0.127687 0.277865 0.202391 0.237946 0.130307 0.084581 Expected Total MS Cnt: 16.5801 Backgound Scale: 0.996968. ITERATION NUMBER 954. Current Log-Posterior: 109140 Step Size: -28444.05789 Smoothing Hyper-parameters: 0.154511 0.143984 0.130597 0.173447 0.218238 0.245500 0.144381 Expected Total MS Cnt: 25.8213 Backgound Scale: 0.99463. ITERATION NUMBER 955. Current Log-Posterior: 111828 Step Size: 2688.282403 Smoothing Hyper-parameters: 0.192032 0.176311 0.025782 0.314539 0.211084 0.186030 0.168723 Expected Total MS Cnt: 17.014 Backgound Scale: 0.991914. ITERATION NUMBER 956. Current Log-Posterior: 116455 Step Size: 4626.611322 Smoothing Hyper-parameters: 0.114664 0.074381 0.319788 0.220788 0.241580 0.100362 0.188231 Expected Total MS Cnt: 15.2449 Backgound Scale: 0.983528. ITERATION NUMBER 957. Current Log-Posterior: 154382 Step Size: 37927.56336 Smoothing Hyper-parameters: 0.008688 0.228398 0.147919 0.172187 0.160914 0.243668 0.197541 Expected Total MS Cnt: 17.6587 Backgound Scale: 1.00352. ITERATION NUMBER 958. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.275636 0.058596 0.173612 0.227280 0.275316 0.188752 0.202744 Expected Total MS Cnt: 25.8078 Backgound Scale: 0.993134. ITERATION NUMBER 959. Current Log-Posterior: 107120 Step Size: -inf Smoothing Hyper-parameters: 0.113480 0.179113 0.327826 0.260237 0.117802 0.170383 0.201033 Expected Total MS Cnt: 28.9617 Backgound Scale: 1.01003. ITERATION NUMBER 960. Current Log-Posterior: 131937 Step Size: 24817.10939 Smoothing Hyper-parameters: 0.199555 0.180340 0.045848 0.274123 0.290106 0.099930 0.151422 Expected Total MS Cnt: 24.0533 Backgound Scale: 1.00911. ITERATION NUMBER 961. Current Log-Posterior: 100855 Step Size: -31081.89059 Smoothing Hyper-parameters: 0.233232 0.239250 0.115892 0.289512 0.261051 0.210948 0.232196 Expected Total MS Cnt: 24.4403 Backgound Scale: 0.994505. ITERATION NUMBER 962. Current Log-Posterior: 77589.6 Step Size: -23265.79688 Smoothing Hyper-parameters: 0.145058 0.239250 0.226414 0.177085 0.318879 0.219221 0.213082 Expected Total MS Cnt: 24.7559 Backgound Scale: 1.00472. ITERATION NUMBER 963. Current Log-Posterior: 105636 Step Size: 28046.52969 Smoothing Hyper-parameters: 0.105259 0.233100 0.147171 0.184456 0.227059 0.299896 0.075550 Expected Total MS Cnt: 19.0452 Backgound Scale: 1.01422. ITERATION NUMBER 964. Current Log-Posterior: 140143 Step Size: 34507.03512 Smoothing Hyper-parameters: 0.252609 0.225287 0.206820 0.136313 0.275735 0.206425 0.281585 Expected Total MS Cnt: 18.1349 Backgound Scale: 0.993433. ITERATION NUMBER 965. Current Log-Posterior: 72695.4 Step Size: -67447.76987 Smoothing Hyper-parameters: 0.139337 0.342796 0.162006 0.061273 0.252019 0.161827 0.134426 Expected Total MS Cnt: 15.1654 Backgound Scale: 0.992097. ITERATION NUMBER 966. Current Log-Posterior: 107308 Step Size: 34612.10992 Smoothing Hyper-parameters: 0.151542 0.134056 0.094838 0.203725 0.128634 0.164793 0.212163 Expected Total MS Cnt: 18.7968 Backgound Scale: 1.00039. ITERATION NUMBER 967. Current Log-Posterior: 115157 Step Size: 7849.847357 Smoothing Hyper-parameters: 0.204598 0.233951 0.320041 0.135198 0.119349 0.161815 0.271570 Expected Total MS Cnt: 19.9033 Backgound Scale: 0.998203. ITERATION NUMBER 968. Current Log-Posterior: 83088.3 Step Size: -32069.03722 Smoothing Hyper-parameters: 0.100726 0.189933 0.205936 0.070422 0.083677 0.120641 0.106018 Expected Total MS Cnt: 22.8036 Backgound Scale: 0.998506. ITERATION NUMBER 969. Current Log-Posterior: 146927 Step Size: 63839.17601 Smoothing Hyper-parameters: 0.174195 0.051523 0.218912 0.015287 0.263176 0.263351 0.249197 Expected Total MS Cnt: 21.8959 Backgound Scale: 0.997414. ITERATION NUMBER 970. Current Log-Posterior: 149151 Step Size: 2223.567045 Smoothing Hyper-parameters: 0.159807 0.302895 0.058788 0.197109 0.082946 0.087593 0.182458 Expected Total MS Cnt: 22.14 Backgound Scale: 1.00623. ITERATION NUMBER 971. Current Log-Posterior: 104433 Step Size: -44717.8933 Smoothing Hyper-parameters: 0.196721 0.185572 0.088499 0.188894 0.153879 0.302526 0.287065 Expected Total MS Cnt: 17.6315 Backgound Scale: 1.01043. ITERATION NUMBER 972. Current Log-Posterior: 93149.1 Step Size: -11284.09808 Smoothing Hyper-parameters: 0.118036 0.073703 0.058047 0.214566 0.227801 0.105620 0.296753 Expected Total MS Cnt: 13.3137 Backgound Scale: 1.0201. ITERATION NUMBER 973. Current Log-Posterior: 162832 Step Size: 69682.57457 Smoothing Hyper-parameters: 0.066193 0.052341 0.155464 0.142108 0.151150 0.175445 0.131402 Expected Total MS Cnt: 10.8127 Backgound Scale: 0.999807. ITERATION NUMBER 974. Current Log-Posterior: 250878 Step Size: 88046.4961 Smoothing Hyper-parameters: 0.122460 0.085987 0.186467 0.067628 0.230202 0.153402 0.179833 Expected Total MS Cnt: 21.07 Backgound Scale: 0.980676. ITERATION NUMBER 975. Current Log-Posterior: 144881 Step Size: -105996.7863 Smoothing Hyper-parameters: 0.179472 0.019322 0.178059 0.132818 0.255282 0.242600 0.327954 Expected Total MS Cnt: 19.0393 Backgound Scale: 0.99345. ITERATION NUMBER 976. Current Log-Posterior: 235951 Step Size: 91069.55938 Smoothing Hyper-parameters: 0.197845 0.022241 0.215093 0.300176 0.269157 0.225290 0.280817 Expected Total MS Cnt: 18.1755 Backgound Scale: 1.00062. ITERATION NUMBER 977. Current Log-Posterior: 206219 Step Size: -29732.17759 Smoothing Hyper-parameters: 0.032797 0.230143 0.103762 0.090403 0.300779 0.269303 0.416009 Expected Total MS Cnt: 26.7576 Backgound Scale: 1.00846. ITERATION NUMBER 978. Current Log-Posterior: 399202 Step Size: 192983.5623 Smoothing Hyper-parameters: 0.219507 0.043258 0.243751 0.255421 0.239068 0.243272 0.232930 Expected Total MS Cnt: 20.7813 Backgound Scale: 0.993413. ITERATION NUMBER 979. Current Log-Posterior: 134882 Step Size: -264319.8644 Smoothing Hyper-parameters: 0.099340 0.195474 0.116225 0.224407 0.383986 0.333062 0.154177 Expected Total MS Cnt: 20.5762 Backgound Scale: 1.0088. ITERATION NUMBER 980. Current Log-Posterior: 149843 Step Size: 14960.94485 Smoothing Hyper-parameters: 0.079935 0.184175 0.058976 0.318859 0.159091 0.269486 0.191435 Expected Total MS Cnt: 28.1849 Backgound Scale: 1.00932. ITERATION NUMBER 981. Current Log-Posterior: 185534 Step Size: 35690.43638 Smoothing Hyper-parameters: 0.136492 0.074203 0.198215 0.163224 0.249450 0.191696 0.284542 Expected Total MS Cnt: 21.7567 Backgound Scale: 1.00274. ITERATION NUMBER 982. Current Log-Posterior: 138504 Step Size: -47029.59176 Smoothing Hyper-parameters: 0.005914 0.231364 0.290539 0.148418 0.115977 0.159137 0.093750 Expected Total MS Cnt: 13.5732 Backgound Scale: 1.00987. ITERATION NUMBER 983. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.209030 0.215790 0.073408 0.219861 0.167188 0.216812 0.187487 Expected Total MS Cnt: 18.2282 Backgound Scale: 0.999136. ITERATION NUMBER 984. Current Log-Posterior: 88506.7 Step Size: -inf Smoothing Hyper-parameters: 0.224721 0.209194 0.159304 0.138370 0.126452 0.186453 0.338318 Expected Total MS Cnt: 14.0344 Backgound Scale: 0.992149. ITERATION NUMBER 985. Current Log-Posterior: 81184.3 Step Size: -7322.464835 Smoothing Hyper-parameters: 0.264481 0.146088 0.212601 0.211376 0.136115 0.136533 0.108939 Expected Total MS Cnt: 13.9425 Backgound Scale: 1.01595. ITERATION NUMBER 986. Current Log-Posterior: 76644.2 Step Size: -4540.039561 Smoothing Hyper-parameters: 0.198971 0.076358 0.117025 0.167437 0.157079 0.218544 0.279283 Expected Total MS Cnt: 9.27427 Backgound Scale: 1.00205. ITERATION NUMBER 987. Current Log-Posterior: 113707 Step Size: 37062.7687 Smoothing Hyper-parameters: 0.217211 0.201551 0.157260 0.100810 0.228750 0.157576 0.127706 Expected Total MS Cnt: 12.6372 Backgound Scale: 0.993533. ITERATION NUMBER 988. Current Log-Posterior: 83699.1 Step Size: -30007.93567 Smoothing Hyper-parameters: 0.136639 0.101869 0.137680 0.210875 0.165385 0.268719 0.250804 Expected Total MS Cnt: 19.1233 Backgound Scale: 1.00312. ITERATION NUMBER 989. Current Log-Posterior: 127981 Step Size: 44281.65679 Smoothing Hyper-parameters: 0.164410 0.151005 0.220661 0.128960 0.202191 0.153703 0.239774 Expected Total MS Cnt: 22.3072 Backgound Scale: 1.00089. ITERATION NUMBER 990. Current Log-Posterior: 104999 Step Size: -22981.74424 Smoothing Hyper-parameters: 0.398037 0.209600 0.143918 0.260275 0.146121 0.113763 0.189808 Expected Total MS Cnt: 13.5628 Backgound Scale: 1.00097. ITERATION NUMBER 991. Current Log-Posterior: 56828.1 Step Size: -48170.82327 Smoothing Hyper-parameters: 0.081394 0.236008 0.285090 0.091045 0.111699 0.188221 0.182900 Expected Total MS Cnt: 12.5179 Backgound Scale: 1.00291. ITERATION NUMBER 992. Current Log-Posterior: 169852 Step Size: 113023.8531 Smoothing Hyper-parameters: 0.170674 0.104616 0.197133 0.263200 0.247886 0.232847 0.120431 Expected Total MS Cnt: 27.6872 Backgound Scale: 1.00344. ITERATION NUMBER 993. Current Log-Posterior: 109376 Step Size: -60476.16677 Smoothing Hyper-parameters: 0.078097 0.320710 0.122350 0.095534 0.154251 0.163452 0.113350 Expected Total MS Cnt: 16.5615 Backgound Scale: 0.999636. ITERATION NUMBER 994. Current Log-Posterior: 176985 Step Size: 67609.33375 Smoothing Hyper-parameters: 0.077111 0.308692 0.114923 0.210755 0.153168 0.109159 0.057740 Expected Total MS Cnt: 15.4177 Backgound Scale: 0.988642. ITERATION NUMBER 995. Current Log-Posterior: 180417 Step Size: 3431.777496 Smoothing Hyper-parameters: 0.258696 0.305790 0.211792 0.007583 0.117231 0.140283 0.154225 Expected Total MS Cnt: 13.5932 Backgound Scale: 1.00588. ITERATION NUMBER 996. Current Log-Posterior: 90532.4 Step Size: -89884.58755 Smoothing Hyper-parameters: 0.168832 0.119263 0.097114 0.094189 0.005771 0.167264 0.224566 Expected Total MS Cnt: 18.391 Backgound Scale: 1.02318. ITERATION NUMBER 997. Current Log-Posterior: 117692 Step Size: 27159.2582 Smoothing Hyper-parameters: 0.249196 0.257883 0.209149 0.246234 0.021756 0.207780 0.221684 Expected Total MS Cnt: 10.4205 Backgound Scale: 0.990086. ITERATION NUMBER 998. Current Log-Posterior: 72686.8 Step Size: -45004.81763 Smoothing Hyper-parameters: 0.165022 0.167958 0.330273 0.327549 0.058093 0.107449 0.123760 Expected Total MS Cnt: 15.8782 Backgound Scale: 1.00553. ITERATION NUMBER 999. Current Log-Posterior: 100044 Step Size: 27356.8611 Smoothing Hyper-parameters: 0.073095 0.286463 0.117591 0.147255 0.076421 0.119072 0.170253 Expected Total MS Cnt: 11.9593 Backgound Scale: 0.987231. ITERATION NUMBER 1000. Current Log-Posterior: 189147 Step Size: 89102.85839 Smoothing Hyper-parameters: 0.103756 0.064587 0.201984 0.051800 0.161466 0.029549 0.221460 Expected Total MS Cnt: 18.7038 Backgound Scale: 0.983565. > movie(mcmc.sample)