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_.05FitS0.060822a.log echo "Using starting src of:" >> do_emc2c1_PoisDatonPaddedIntTime539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060822a.log cat src.txt >> do_emc2c1_PoisDatonPaddedIntTime539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060822a.log echo "Using PSF of:" >> do_emc2c1_PoisDatonPaddedIntTime539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060822a.log cat psf.txt >> do_emc2c1_PoisDatonPaddedIntTime539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060822a.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_.05FitS0.060822a.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_.05FitS0.060822a.output.txt ### mv dump.txt do_emc2c1_PoisDatonPaddedIntTime539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060822a.dump.txt ### cp Rplots.ps do_emc2c1_PoisDatonPaddedIntTime539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060822a.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: -59937.2 Smoothing Hyper-parameters: 0.131844 0.183256 0.100415 0.287152 0.109064 0.311331 0.064004 Expected Total MS Cnt: 1.40625 Backgound Scale: 1.01433. ITERATION NUMBER 2. Current Log-Posterior: 120679 Step Size: 180616.1209 Smoothing Hyper-parameters: 0.136691 0.112502 0.114714 0.297103 0.111488 0.128958 0.204442 Expected Total MS Cnt: 0.887873 Backgound Scale: 0.999237. ITERATION NUMBER 3. Current Log-Posterior: 129343 Step Size: 8663.707439 Smoothing Hyper-parameters: 0.193698 0.133374 0.070175 0.173986 0.299211 0.146277 0.065448 Expected Total MS Cnt: 1.14936 Backgound Scale: 0.991117. ITERATION NUMBER 4. Current Log-Posterior: 101342 Step Size: -28000.94242 Smoothing Hyper-parameters: 0.226281 0.182857 0.249235 0.123898 0.181424 0.210911 0.159731 Expected Total MS Cnt: 0.104897 Backgound Scale: 1.00282. ITERATION NUMBER 5. Current Log-Posterior: 80842 Step Size: -20499.65552 Smoothing Hyper-parameters: 0.184846 0.193425 0.130518 0.033711 0.181077 0.108279 0.189216 Expected Total MS Cnt: 0.158134 Backgound Scale: 0.998729. ITERATION NUMBER 6. Current Log-Posterior: 98044.7 Step Size: 17202.63438 Smoothing Hyper-parameters: 0.189189 0.086224 0.236691 0.188659 0.125883 0.138958 0.010842 Expected Total MS Cnt: 1.90365 Backgound Scale: 1.01381. ITERATION NUMBER 7. Current Log-Posterior: 110059 Step Size: 12014.24358 Smoothing Hyper-parameters: 0.151611 0.069207 0.029683 0.152304 0.380735 0.241271 0.034781 Expected Total MS Cnt: 2.06269 Backgound Scale: 1.01468. ITERATION NUMBER 8. Current Log-Posterior: 154729 Step Size: 44669.65252 Smoothing Hyper-parameters: 0.051203 0.201192 0.175694 0.311818 0.044645 0.171125 0.133757 Expected Total MS Cnt: 7.14125 Backgound Scale: 1.00625. ITERATION NUMBER 9. Current Log-Posterior: 262628 Step Size: 107899.1845 Smoothing Hyper-parameters: 0.099150 0.288810 0.146709 0.037464 0.207881 0.111529 0.269490 Expected Total MS Cnt: 6.92719 Backgound Scale: 1.001. ITERATION NUMBER 10. Current Log-Posterior: 148091 Step Size: -114536.7353 Smoothing Hyper-parameters: 0.304641 0.131389 0.205252 0.192780 0.182210 0.177331 0.168854 Expected Total MS Cnt: 10.7757 Backgound Scale: 0.995463. ITERATION NUMBER 11. Current Log-Posterior: 74012.8 Step Size: -74078.18119 Smoothing Hyper-parameters: 0.091254 0.122015 0.232027 0.159894 0.141135 0.213061 0.244550 Expected Total MS Cnt: 17.9207 Backgound Scale: 0.998017. ITERATION NUMBER 12. Current Log-Posterior: 167805 Step Size: 93792.05253 Smoothing Hyper-parameters: 0.082701 0.178839 0.233158 0.009654 0.201130 0.290292 0.162807 Expected Total MS Cnt: 14.201 Backgound Scale: 1.00802. ITERATION NUMBER 13. Current Log-Posterior: 188969 Step Size: 21163.97685 Smoothing Hyper-parameters: 0.056615 0.117150 0.221177 0.284544 0.162043 0.081550 0.175009 Expected Total MS Cnt: 21.6797 Backgound Scale: 0.992082. ITERATION NUMBER 14. Current Log-Posterior: 250756 Step Size: 61786.67038 Smoothing Hyper-parameters: 0.068449 0.198984 0.149516 0.137965 0.133015 0.099282 0.175009 Expected Total MS Cnt: 13.9132 Backgound Scale: 0.992581. ITERATION NUMBER 15. Current Log-Posterior: 201178 Step Size: -49577.9862 Smoothing Hyper-parameters: 0.072457 0.056862 0.122048 0.187283 0.302290 0.098469 0.154253 Expected Total MS Cnt: 7.00058 Backgound Scale: 0.999414. ITERATION NUMBER 16. Current Log-Posterior: 227742 Step Size: 26564.2032 Smoothing Hyper-parameters: 0.152244 0.236317 0.189110 0.192584 0.144015 0.189146 0.096448 Expected Total MS Cnt: 8.44526 Backgound Scale: 1.00838. ITERATION NUMBER 17. Current Log-Posterior: 104161 Step Size: -123581.2587 Smoothing Hyper-parameters: 0.288083 0.196327 0.137300 0.106972 0.328826 0.124724 0.203961 Expected Total MS Cnt: 14.2022 Backgound Scale: 0.999993. ITERATION NUMBER 18. Current Log-Posterior: 71056.3 Step Size: -33104.24709 Smoothing Hyper-parameters: 0.045409 0.184774 0.234985 0.189008 0.206716 0.110717 0.128281 Expected Total MS Cnt: 18.6412 Backgound Scale: 0.99288. ITERATION NUMBER 19. Current Log-Posterior: 295338 Step Size: 224281.9388 Smoothing Hyper-parameters: 0.132094 0.086150 0.214741 0.146671 0.226531 0.241106 0.166657 Expected Total MS Cnt: 25.4777 Backgound Scale: 0.995775. ITERATION NUMBER 20. Current Log-Posterior: 134701 Step Size: -160637.618 Smoothing Hyper-parameters: 0.180642 0.053547 0.095040 0.155940 0.169736 0.151778 0.215830 Expected Total MS Cnt: 15.5521 Backgound Scale: 1.00682. ITERATION NUMBER 21. Current Log-Posterior: 136434 Step Size: 1733.625599 Smoothing Hyper-parameters: 0.098478 0.048186 0.252344 0.183256 0.127823 0.221267 0.103282 Expected Total MS Cnt: 15.5773 Backgound Scale: 0.999933. ITERATION NUMBER 22. Current Log-Posterior: 194361 Step Size: 57927.18191 Smoothing Hyper-parameters: 0.153617 0.066751 0.216258 0.121121 0.206655 0.126714 0.095096 Expected Total MS Cnt: 17.6359 Backgound Scale: 0.990679. ITERATION NUMBER 23. Current Log-Posterior: 134210 Step Size: -60151.85789 Smoothing Hyper-parameters: 0.121739 0.254005 0.137113 0.178284 0.136576 0.196973 0.205964 Expected Total MS Cnt: 22.604 Backgound Scale: 0.996217. ITERATION NUMBER 24. Current Log-Posterior: 123230 Step Size: -10979.39959 Smoothing Hyper-parameters: 0.138693 0.113181 0.104805 0.267157 0.274886 0.160440 0.158342 Expected Total MS Cnt: 24.8 Backgound Scale: 0.99751. ITERATION NUMBER 25. Current Log-Posterior: 128585 Step Size: 5354.818982 Smoothing Hyper-parameters: 0.161514 0.136096 0.299629 0.165469 0.195224 0.207339 0.137939 Expected Total MS Cnt: 28.9107 Backgound Scale: 1.0051. ITERATION NUMBER 26. Current Log-Posterior: 105588 Step Size: -22996.74094 Smoothing Hyper-parameters: 0.122323 0.104580 0.195989 0.223343 0.159980 0.221350 0.156955 Expected Total MS Cnt: 23.6922 Backgound Scale: 1.01202. ITERATION NUMBER 27. Current Log-Posterior: 136771 Step Size: 31182.81107 Smoothing Hyper-parameters: 0.060269 0.099978 0.275538 0.062957 0.090053 0.241398 0.188636 Expected Total MS Cnt: 19.2679 Backgound Scale: 1.00275. ITERATION NUMBER 28. Current Log-Posterior: 243168 Step Size: 106397.3085 Smoothing Hyper-parameters: 0.045322 0.204059 0.149189 0.066431 0.151541 0.351627 0.136391 Expected Total MS Cnt: 29.5784 Backgound Scale: 1.01642. ITERATION NUMBER 29. Current Log-Posterior: 293694 Step Size: 50525.59891 Smoothing Hyper-parameters: 0.042984 0.071858 0.077661 0.148755 0.214067 0.253543 0.247108 Expected Total MS Cnt: 25.2233 Backgound Scale: 0.994492. ITERATION NUMBER 30. Current Log-Posterior: 335312 Step Size: 41618.15831 Smoothing Hyper-parameters: 0.031014 0.131034 0.053079 0.219181 0.127612 0.089820 0.269628 Expected Total MS Cnt: 22.8021 Backgound Scale: 0.994497. ITERATION NUMBER 31. Current Log-Posterior: 436143 Step Size: 100831.406 Smoothing Hyper-parameters: 0.138139 0.057871 0.181110 0.222424 0.196841 0.151333 0.098474 Expected Total MS Cnt: 11.2793 Backgound Scale: 0.995576. ITERATION NUMBER 32. Current Log-Posterior: 150019 Step Size: -286124.0564 Smoothing Hyper-parameters: 0.369993 0.134657 0.243997 0.271319 0.059559 0.188227 0.139053 Expected Total MS Cnt: 14.2167 Backgound Scale: 1.00866. ITERATION NUMBER 33. Current Log-Posterior: 65047.2 Step Size: -84972.23608 Smoothing Hyper-parameters: 0.084046 0.188709 0.068763 0.198700 0.121240 0.068915 0.312345 Expected Total MS Cnt: 8.14692 Backgound Scale: 0.992526. ITERATION NUMBER 34. Current Log-Posterior: 175657 Step Size: 110609.5565 Smoothing Hyper-parameters: 0.282157 0.123220 0.127358 0.181724 0.133550 0.218194 0.158729 Expected Total MS Cnt: 9.8183 Backgound Scale: 1.00608. ITERATION NUMBER 35. Current Log-Posterior: 80039.1 Step Size: -95617.68329 Smoothing Hyper-parameters: 0.281436 0.213554 0.124420 0.045389 0.257081 0.054928 0.148214 Expected Total MS Cnt: 9.43135 Backgound Scale: 1.00364. ITERATION NUMBER 36. Current Log-Posterior: 73626.7 Step Size: -6412.403825 Smoothing Hyper-parameters: 0.075917 0.311185 0.057655 0.057577 0.077903 0.225123 0.116743 Expected Total MS Cnt: 14.365 Backgound Scale: 1.0109. ITERATION NUMBER 37. Current Log-Posterior: 189985 Step Size: 116357.8564 Smoothing Hyper-parameters: 0.204116 0.203117 0.063775 0.183146 0.029029 0.109961 0.196898 Expected Total MS Cnt: 11.0548 Backgound Scale: 0.991818. ITERATION NUMBER 38. Current Log-Posterior: 94028.3 Step Size: -95956.21677 Smoothing Hyper-parameters: 0.147206 0.161177 0.017140 0.195983 0.018208 0.138605 0.201837 Expected Total MS Cnt: 11.638 Backgound Scale: 0.997579. ITERATION NUMBER 39. Current Log-Posterior: 155808 Step Size: 61779.46676 Smoothing Hyper-parameters: 0.170713 0.161991 0.306260 0.280058 0.029607 0.184126 0.089331 Expected Total MS Cnt: 9.36875 Backgound Scale: 1.0123. ITERATION NUMBER 40. Current Log-Posterior: 100626 Step Size: -55182.201 Smoothing Hyper-parameters: 0.200859 0.092059 0.255107 0.130508 0.104196 0.189724 0.095523 Expected Total MS Cnt: 11.6718 Backgound Scale: 0.985052. ITERATION NUMBER 41. Current Log-Posterior: 102572 Step Size: 1946.008301 Smoothing Hyper-parameters: 0.128144 0.145464 0.259497 0.129735 0.148514 0.165342 0.209864 Expected Total MS Cnt: 16.2947 Backgound Scale: 1.00382. ITERATION NUMBER 42. Current Log-Posterior: 125554 Step Size: 22982.79764 Smoothing Hyper-parameters: 0.182906 0.226537 0.284657 0.165937 0.270321 0.248069 0.220026 Expected Total MS Cnt: 9.32309 Backgound Scale: 0.997073. ITERATION NUMBER 43. Current Log-Posterior: 89452.7 Step Size: -36101.72356 Smoothing Hyper-parameters: 0.223060 0.292140 0.072242 0.202968 0.061721 0.121705 0.232332 Expected Total MS Cnt: 20.6554 Backgound Scale: 1.00361. ITERATION NUMBER 44. Current Log-Posterior: 83137.4 Step Size: -6315.295158 Smoothing Hyper-parameters: 0.231507 0.044882 0.251280 0.215702 0.054481 0.130435 0.213326 Expected Total MS Cnt: 21.1631 Backgound Scale: 1.00425. ITERATION NUMBER 45. Current Log-Posterior: 131547 Step Size: 48410.07887 Smoothing Hyper-parameters: 0.145288 0.272410 0.185982 0.125250 0.118484 0.144922 0.073261 Expected Total MS Cnt: 13.2251 Backgound Scale: 0.971118. ITERATION NUMBER 46. Current Log-Posterior: 105139 Step Size: -26408.89473 Smoothing Hyper-parameters: 0.249264 0.106925 0.179721 0.117682 0.256682 0.083692 0.108440 Expected Total MS Cnt: 24.6897 Backgound Scale: 1.008. ITERATION NUMBER 47. Current Log-Posterior: 88135.6 Step Size: -17002.9324 Smoothing Hyper-parameters: 0.143837 0.139026 0.190381 0.256363 0.187430 0.175251 0.152947 Expected Total MS Cnt: 24.1726 Backgound Scale: 0.984415. ITERATION NUMBER 48. Current Log-Posterior: 115578 Step Size: 27442.21685 Smoothing Hyper-parameters: 0.044794 0.390806 0.173245 0.233060 0.115809 0.197663 0.109196 Expected Total MS Cnt: 15.1567 Backgound Scale: 1.01322. ITERATION NUMBER 49. Current Log-Posterior: 291134 Step Size: 175556.0683 Smoothing Hyper-parameters: 0.287539 0.034924 0.205621 0.199118 0.144027 0.249358 0.199921 Expected Total MS Cnt: 13.1547 Backgound Scale: 1.00267. ITERATION NUMBER 50. Current Log-Posterior: 140699 Step Size: -150434.9749 Smoothing Hyper-parameters: 0.258214 0.139140 0.160534 0.267866 0.202321 0.286865 0.261379 Expected Total MS Cnt: 17.1673 Backgound Scale: 1.01254. ITERATION NUMBER 51. Current Log-Posterior: 79928.4 Step Size: -60770.53497 Smoothing Hyper-parameters: 0.194968 0.178392 0.195711 0.313322 0.158950 0.034047 0.144104 Expected Total MS Cnt: 14.7129 Backgound Scale: 1.00238. ITERATION NUMBER 52. Current Log-Posterior: 89116.4 Step Size: 9187.990164 Smoothing Hyper-parameters: 0.123504 0.142893 0.066475 0.252197 0.136604 0.106310 0.259347 Expected Total MS Cnt: 15.8092 Backgound Scale: 1.0017. ITERATION NUMBER 53. Current Log-Posterior: 135753 Step Size: 46636.37911 Smoothing Hyper-parameters: 0.120388 0.119351 0.036432 0.093810 0.211936 0.212642 0.098022 Expected Total MS Cnt: 8.75798 Backgound Scale: 0.999129. ITERATION NUMBER 54. Current Log-Posterior: 154923 Step Size: 19169.77027 Smoothing Hyper-parameters: 0.286338 0.123503 0.138308 0.322303 0.192883 0.077227 0.167398 Expected Total MS Cnt: 7.4408 Backgound Scale: 0.999417. ITERATION NUMBER 55. Current Log-Posterior: 78812 Step Size: -76110.5076 Smoothing Hyper-parameters: 0.049061 0.233686 0.112119 0.114826 0.156596 0.231957 0.206137 Expected Total MS Cnt: 11.9849 Backgound Scale: 1.00556. ITERATION NUMBER 56. Current Log-Posterior: 271976 Step Size: 193163.5474 Smoothing Hyper-parameters: 0.066288 0.238357 0.233439 0.229780 0.298483 0.181791 0.233367 Expected Total MS Cnt: 19.9047 Backgound Scale: 1.01011. ITERATION NUMBER 57. Current Log-Posterior: 206168 Step Size: -65807.12358 Smoothing Hyper-parameters: 0.053378 0.074046 0.050604 0.041411 0.209779 0.150627 0.205498 Expected Total MS Cnt: 8.00765 Backgound Scale: 1.01557. ITERATION NUMBER 58. Current Log-Posterior: 288838 Step Size: 82669.33432 Smoothing Hyper-parameters: 0.085312 0.181236 0.228819 0.262085 0.124552 0.150627 0.270336 Expected Total MS Cnt: 6.20619 Backgound Scale: 0.999362. ITERATION NUMBER 59. Current Log-Posterior: 167720 Step Size: -121117.4835 Smoothing Hyper-parameters: 0.134150 0.065520 0.117429 0.014239 0.157840 0.150686 0.184642 Expected Total MS Cnt: 10.0183 Backgound Scale: 0.986136. ITERATION NUMBER 60. Current Log-Posterior: 158789 Step Size: -8931.67615 Smoothing Hyper-parameters: 0.115054 0.168951 0.147617 0.286675 0.116913 0.150614 0.138654 Expected Total MS Cnt: 13.1831 Backgound Scale: 0.993423. ITERATION NUMBER 61. Current Log-Posterior: 132976 Step Size: -25812.493 Smoothing Hyper-parameters: 0.105818 0.142989 0.152270 0.141417 0.203879 0.296931 0.183764 Expected Total MS Cnt: 11.425 Backgound Scale: 0.999759. ITERATION NUMBER 62. Current Log-Posterior: 145970 Step Size: 12993.5975 Smoothing Hyper-parameters: 0.170478 0.242992 0.186922 0.145409 0.202890 0.156099 0.158966 Expected Total MS Cnt: 14.0224 Backgound Scale: 0.998411. ITERATION NUMBER 63. Current Log-Posterior: 94008.8 Step Size: -51960.96782 Smoothing Hyper-parameters: 0.204354 0.124181 0.014570 0.195640 0.164400 0.171831 0.234553 Expected Total MS Cnt: 8.43978 Backgound Scale: 1.01142. ITERATION NUMBER 64. Current Log-Posterior: 139874 Step Size: 45865.65703 Smoothing Hyper-parameters: 0.237005 0.107283 0.077730 0.193603 0.086536 0.226573 0.209894 Expected Total MS Cnt: 9.40952 Backgound Scale: 1.00164. ITERATION NUMBER 65. Current Log-Posterior: 96182.5 Step Size: -43691.94494 Smoothing Hyper-parameters: 0.218089 0.153204 0.164922 0.120428 0.119371 0.074514 0.131833 Expected Total MS Cnt: 5.50981 Backgound Scale: 1.00329. ITERATION NUMBER 66. Current Log-Posterior: 87870.5 Step Size: -8312.0129 Smoothing Hyper-parameters: 0.131401 0.179400 0.293060 0.127222 0.103588 0.158056 0.219831 Expected Total MS Cnt: 4.68874 Backgound Scale: 0.9996. ITERATION NUMBER 67. Current Log-Posterior: 118820 Step Size: 30949.59925 Smoothing Hyper-parameters: 0.190051 0.227032 0.215595 0.214459 0.091954 0.068323 0.156263 Expected Total MS Cnt: 11.1376 Backgound Scale: 1.00488. ITERATION NUMBER 68. Current Log-Posterior: 87853.8 Step Size: -30966.23051 Smoothing Hyper-parameters: 0.165729 0.178356 0.198732 0.158657 0.210410 0.033043 0.152632 Expected Total MS Cnt: 9.28009 Backgound Scale: 1.0128. ITERATION NUMBER 69. Current Log-Posterior: 101664 Step Size: 13810.3493 Smoothing Hyper-parameters: 0.145577 0.101019 0.108179 0.291855 0.259718 0.130148 0.307560 Expected Total MS Cnt: 10.8774 Backgound Scale: 1.01441. ITERATION NUMBER 70. Current Log-Posterior: 125164 Step Size: 23499.58367 Smoothing Hyper-parameters: 0.123453 0.045026 0.133215 0.262475 0.274499 0.092364 0.222724 Expected Total MS Cnt: 10.5619 Backgound Scale: 1.00202. ITERATION NUMBER 71. Current Log-Posterior: 178535 Step Size: 53370.83871 Smoothing Hyper-parameters: 0.145935 0.168562 0.082686 0.164462 0.279054 0.243281 0.143257 Expected Total MS Cnt: 5.25702 Backgound Scale: 1.00079. ITERATION NUMBER 72. Current Log-Posterior: 118293 Step Size: -60241.85335 Smoothing Hyper-parameters: 0.154158 0.049774 0.080727 0.155466 0.197274 0.021706 0.291908 Expected Total MS Cnt: 1.69247 Backgound Scale: 1.01768. ITERATION NUMBER 73. Current Log-Posterior: 154810 Step Size: 36517.02549 Smoothing Hyper-parameters: 0.179909 0.229600 0.172657 0.089296 0.216075 0.190225 0.088565 Expected Total MS Cnt: 8.50236 Backgound Scale: 1.00903. ITERATION NUMBER 74. Current Log-Posterior: 92832.6 Step Size: -61977.19629 Smoothing Hyper-parameters: 0.201126 0.108108 0.108346 0.196605 0.209066 0.165772 0.099013 Expected Total MS Cnt: 5.43853 Backgound Scale: 0.996921. ITERATION NUMBER 75. Current Log-Posterior: 101531 Step Size: 8698.548482 Smoothing Hyper-parameters: 0.281446 0.205522 0.132025 0.176411 0.239058 0.328341 0.140063 Expected Total MS Cnt: 5.65899 Backgound Scale: 1.00574. ITERATION NUMBER 76. Current Log-Posterior: 70867.5 Step Size: -30663.6384 Smoothing Hyper-parameters: 0.258867 0.220518 0.124562 0.203292 0.215057 0.193660 0.133121 Expected Total MS Cnt: 2.14019 Backgound Scale: 1.00595. ITERATION NUMBER 77. Current Log-Posterior: 73300 Step Size: 2432.554546 Smoothing Hyper-parameters: 0.031984 0.253659 0.188605 0.139211 0.141218 0.058164 0.193930 Expected Total MS Cnt: 1.78084 Backgound Scale: 0.997212. ITERATION NUMBER 78. Current Log-Posterior: 403140 Step Size: 329840.4513 Smoothing Hyper-parameters: 0.039170 0.087513 0.186058 0.196013 0.179088 0.140519 0.282122 Expected Total MS Cnt: 0.0348684 Backgound Scale: 0.997576. ITERATION NUMBER 79. Current Log-Posterior: 351302 Step Size: -51838.47377 Smoothing Hyper-parameters: 0.261633 0.105219 0.177148 0.155370 0.201032 0.182192 0.192255 Expected Total MS Cnt: 1.04843 Backgound Scale: 1.01083. ITERATION NUMBER 80. Current Log-Posterior: 86560 Step Size: -264742.0169 Smoothing Hyper-parameters: 0.016103 0.103427 0.066730 0.210319 0.115390 0.182192 0.279678 Expected Total MS Cnt: 0.504296 Backgound Scale: 1.0156. ITERATION NUMBER 81. Current Log-Posterior: 813494 Step Size: 726933.9715 Smoothing Hyper-parameters: 0.298639 0.273834 0.203874 0.216694 0.173549 0.306993 0.187073 Expected Total MS Cnt: 2.50385 Backgound Scale: 1.01037. ITERATION NUMBER 82. Current Log-Posterior: 62172.7 Step Size: -751321.2352 Smoothing Hyper-parameters: 0.185688 0.215707 0.148842 0.153202 0.129864 0.157465 0.067006 Expected Total MS Cnt: 2.27403 Backgound Scale: 1.01547. ITERATION NUMBER 83. Current Log-Posterior: 91927.4 Step Size: 29754.6728 Smoothing Hyper-parameters: 0.161413 0.039688 0.129461 0.193242 0.104890 0.059465 0.216821 Expected Total MS Cnt: 4.71289 Backgound Scale: 0.992051. ITERATION NUMBER 84. Current Log-Posterior: 163390 Step Size: 71462.83312 Smoothing Hyper-parameters: 0.023001 0.076771 0.188051 0.306997 0.140948 0.154849 0.171923 Expected Total MS Cnt: 8.85594 Backgound Scale: 1.01556. ITERATION NUMBER 85. Current Log-Posterior: 582041 Step Size: 418650.9932 Smoothing Hyper-parameters: 0.059166 0.204660 0.217898 0.238953 0.179146 0.269912 0.165031 Expected Total MS Cnt: 7.9998 Backgound Scale: 1.01528. ITERATION NUMBER 86. Current Log-Posterior: 230961 Step Size: -351080.5256 Smoothing Hyper-parameters: 0.235652 0.193349 0.231518 0.225178 0.262853 0.094305 0.111301 Expected Total MS Cnt: 2.42447 Backgound Scale: 0.9999. ITERATION NUMBER 87. Current Log-Posterior: 76961 Step Size: -153999.7069 Smoothing Hyper-parameters: 0.256319 0.161533 0.242693 0.189372 0.157878 0.262269 0.105553 Expected Total MS Cnt: 2.68155 Backgound Scale: 1.00498. ITERATION NUMBER 88. Current Log-Posterior: 75942.6 Step Size: -1018.388596 Smoothing Hyper-parameters: 0.115341 0.145353 0.223561 0.265515 0.248439 0.175927 0.279973 Expected Total MS Cnt: 7.40201 Backgound Scale: 1.01196. ITERATION NUMBER 89. Current Log-Posterior: 135817 Step Size: 59874.61902 Smoothing Hyper-parameters: 0.204566 0.121249 0.201174 0.149576 0.274055 0.217986 0.145877 Expected Total MS Cnt: 1.46492 Backgound Scale: 1.00961. ITERATION NUMBER 90. Current Log-Posterior: 95160.9 Step Size: -40656.2783 Smoothing Hyper-parameters: 0.204566 0.265636 0.138771 0.121386 0.093242 0.228929 0.068288 Expected Total MS Cnt: 0.157153 Backgound Scale: 1.01374. ITERATION NUMBER 91. Current Log-Posterior: 84113.2 Step Size: -11047.73968 Smoothing Hyper-parameters: 0.133994 0.103870 0.425448 0.171565 0.294495 0.215474 0.086463 Expected Total MS Cnt: 0.500369 Backgound Scale: 1.0055. ITERATION NUMBER 92. Current Log-Posterior: 126662 Step Size: 42549.03001 Smoothing Hyper-parameters: 0.100939 0.086432 0.171483 0.205889 0.062577 0.188585 0.118339 Expected Total MS Cnt: 2.15041 Backgound Scale: 0.984908. ITERATION NUMBER 93. Current Log-Posterior: 163017 Step Size: 36354.40303 Smoothing Hyper-parameters: 0.047090 0.233621 0.171753 0.110754 0.159192 0.185396 0.127853 Expected Total MS Cnt: 0.820396 Backgound Scale: 0.993124. ITERATION NUMBER 94. Current Log-Posterior: 283860 Step Size: 120843.5037 Smoothing Hyper-parameters: 0.276171 0.171214 0.096531 0.067975 0.260565 0.120774 0.070760 Expected Total MS Cnt: 5.31028 Backgound Scale: 1.01088. ITERATION NUMBER 95. Current Log-Posterior: 78355.1 Step Size: -205505.031 Smoothing Hyper-parameters: 0.240048 0.090579 0.061211 0.201100 0.064762 0.193264 0.064941 Expected Total MS Cnt: 2.69774 Backgound Scale: 1.00229. ITERATION NUMBER 96. Current Log-Posterior: 103396 Step Size: 25040.63385 Smoothing Hyper-parameters: 0.357922 0.146275 0.255813 0.209112 0.125042 0.138228 0.188772 Expected Total MS Cnt: 1.15017 Backgound Scale: 1.00318. ITERATION NUMBER 97. Current Log-Posterior: 64591.1 Step Size: -38804.69207 Smoothing Hyper-parameters: 0.131952 0.151365 0.168525 0.208701 0.206031 0.147104 0.216769 Expected Total MS Cnt: 0.0146731 Backgound Scale: 1.00178. ITERATION NUMBER 98. Current Log-Posterior: 120497 Step Size: 55905.52588 Smoothing Hyper-parameters: 0.025491 0.144613 0.089306 0.199172 0.131497 0.366020 0.121009 Expected Total MS Cnt: 0.1089 Backgound Scale: 0.99225. ITERATION NUMBER 99. Current Log-Posterior: 511850 Step Size: 391353.0601 Smoothing Hyper-parameters: 0.051330 0.120355 0.125622 0.229311 0.091831 0.149933 0.215801 Expected Total MS Cnt: 0.624593 Backgound Scale: 0.984468. ITERATION NUMBER 100. Current Log-Posterior: 271745 Step Size: -240104.8159 Smoothing Hyper-parameters: 0.075088 0.091813 0.136148 0.184440 0.251063 0.172069 0.220682 Expected Total MS Cnt: 5.27945 Backgound Scale: 1.00111. ITERATION NUMBER 101. Current Log-Posterior: 204820 Step Size: -66924.42864 Smoothing Hyper-parameters: 0.222314 0.072049 0.109962 0.289868 0.127684 0.339786 0.226885 Expected Total MS Cnt: 3.72094 Backgound Scale: 0.996573. ITERATION NUMBER 102. Current Log-Posterior: 110509 Step Size: -94311.62302 Smoothing Hyper-parameters: 0.235007 0.102296 0.104841 0.138454 0.056858 0.116347 0.102690 Expected Total MS Cnt: 1.70769 Backgound Scale: 1.00136. ITERATION NUMBER 103. Current Log-Posterior: 94935 Step Size: -15573.80412 Smoothing Hyper-parameters: 0.138939 0.164655 0.125312 0.104525 0.228726 0.169886 0.243924 Expected Total MS Cnt: 1.10478 Backgound Scale: 0.996887. ITERATION NUMBER 104. Current Log-Posterior: 118767 Step Size: 23832.15708 Smoothing Hyper-parameters: 0.090059 0.109969 0.106171 0.067300 0.185709 0.143922 0.183624 Expected Total MS Cnt: 1.38604 Backgound Scale: 1.00077. ITERATION NUMBER 105. Current Log-Posterior: 177481 Step Size: 58714.03185 Smoothing Hyper-parameters: 0.121488 0.223139 0.238229 0.092528 0.105864 0.067018 0.122436 Expected Total MS Cnt: 0.637531 Backgound Scale: 0.989641. ITERATION NUMBER 106. Current Log-Posterior: 123967 Step Size: -53514.61806 Smoothing Hyper-parameters: 0.054361 0.183959 0.166911 0.024427 0.291614 0.146003 0.058922 Expected Total MS Cnt: 1.91227 Backgound Scale: 1.00162. ITERATION NUMBER 107. Current Log-Posterior: 255337 Step Size: 131370.7198 Smoothing Hyper-parameters: 0.142994 0.207721 0.226973 0.243820 0.084268 0.154337 0.263392 Expected Total MS Cnt: 4.84867 Backgound Scale: 0.997289. ITERATION NUMBER 108. Current Log-Posterior: 108067 Step Size: -147270.3133 Smoothing Hyper-parameters: 0.139025 0.074584 0.163180 0.160035 0.189070 0.245267 0.069962 Expected Total MS Cnt: 5.88588 Backgound Scale: 1.00296. ITERATION NUMBER 109. Current Log-Posterior: 137896 Step Size: 29828.61818 Smoothing Hyper-parameters: 0.254508 0.088262 0.102861 0.019539 0.237526 0.317300 0.090140 Expected Total MS Cnt: 15.5953 Backgound Scale: 0.991045. ITERATION NUMBER 110. Current Log-Posterior: 104842 Step Size: -33053.40135 Smoothing Hyper-parameters: 0.031936 0.116197 0.200830 0.158559 0.070994 0.168906 0.121611 Expected Total MS Cnt: 21.6625 Backgound Scale: 0.999455. ITERATION NUMBER 111. Current Log-Posterior: 419880 Step Size: 315038.1991 Smoothing Hyper-parameters: 0.022324 0.134351 0.162622 0.117237 0.171008 0.262242 0.028156 Expected Total MS Cnt: 13.697 Backgound Scale: 0.988754. ITERATION NUMBER 112. Current Log-Posterior: 577189 Step Size: 157308.1508 Smoothing Hyper-parameters: 0.065702 0.128769 0.114183 0.134775 0.242875 0.213027 0.186113 Expected Total MS Cnt: 22.1333 Backgound Scale: 0.98334. ITERATION NUMBER 113. Current Log-Posterior: 219044 Step Size: -358144.6891 Smoothing Hyper-parameters: 0.195363 0.119768 0.286016 0.260321 0.101420 0.107231 0.165645 Expected Total MS Cnt: 16.7895 Backgound Scale: 0.997732. ITERATION NUMBER 114. Current Log-Posterior: 96358.3 Step Size: -122685.5195 Smoothing Hyper-parameters: 0.076995 0.174974 0.214837 0.122558 0.392499 0.095237 0.150729 Expected Total MS Cnt: 18.3433 Backgound Scale: 0.99152. ITERATION NUMBER 115. Current Log-Posterior: 183175 Step Size: 86816.96603 Smoothing Hyper-parameters: 0.108844 0.163843 0.123254 0.097853 0.255320 0.183649 0.235044 Expected Total MS Cnt: 13.6175 Backgound Scale: 1.00257. ITERATION NUMBER 116. Current Log-Posterior: 141248 Step Size: -41927.251 Smoothing Hyper-parameters: 0.010198 0.185008 0.100284 0.072289 0.168104 0.170585 0.126523 Expected Total MS Cnt: 3.70596 Backgound Scale: 1.01093. ITERATION NUMBER 117. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.120873 0.178955 0.254356 0.027853 0.072125 0.189628 0.238786 Expected Total MS Cnt: 5.07922 Backgound Scale: 1.00043. ITERATION NUMBER 118. Current Log-Posterior: 130963 Step Size: -inf Smoothing Hyper-parameters: 0.126397 0.194881 0.164523 0.196719 0.055514 0.159592 0.201489 Expected Total MS Cnt: 3.14705 Backgound Scale: 0.996592. ITERATION NUMBER 119. Current Log-Posterior: 122696 Step Size: -8266.774481 Smoothing Hyper-parameters: 0.174571 0.302205 0.217246 0.026296 0.165970 0.074887 0.140193 Expected Total MS Cnt: 6.74089 Backgound Scale: 1.01167. ITERATION NUMBER 120. Current Log-Posterior: 96160.6 Step Size: -26535.28561 Smoothing Hyper-parameters: 0.046433 0.198263 0.113243 0.057859 0.154028 0.113647 0.147601 Expected Total MS Cnt: 6.03397 Backgound Scale: 1.01269. ITERATION NUMBER 121. Current Log-Posterior: 293856 Step Size: 197695.82 Smoothing Hyper-parameters: 0.134420 0.265439 0.140319 0.246563 0.099809 0.099149 0.167801 Expected Total MS Cnt: 6.57447 Backgound Scale: 1.00296. ITERATION NUMBER 122. Current Log-Posterior: 112011 Step Size: -181845.6524 Smoothing Hyper-parameters: 0.166593 0.054577 0.189293 0.126952 0.145242 0.132097 0.265264 Expected Total MS Cnt: 4.04605 Backgound Scale: 1.00194. ITERATION NUMBER 123. Current Log-Posterior: 138208 Step Size: 26197.2153 Smoothing Hyper-parameters: 0.284880 0.192892 0.263874 0.140250 0.061252 0.160665 0.073795 Expected Total MS Cnt: 5.90339 Backgound Scale: 0.998256. ITERATION NUMBER 124. Current Log-Posterior: 69097.5 Step Size: -69110.44234 Smoothing Hyper-parameters: 0.198014 0.180438 0.230065 0.072329 0.025328 0.292402 0.253712 Expected Total MS Cnt: 10.7804 Backgound Scale: 1.00749. ITERATION NUMBER 125. Current Log-Posterior: 91731.2 Step Size: 22633.71173 Smoothing Hyper-parameters: 0.122571 0.130372 0.146432 0.235256 0.253746 0.184740 0.102043 Expected Total MS Cnt: 12.1648 Backgound Scale: 1.00003. ITERATION NUMBER 126. Current Log-Posterior: 134836 Step Size: 43104.81034 Smoothing Hyper-parameters: 0.149288 0.306050 0.151794 0.309608 0.194725 0.131296 0.095021 Expected Total MS Cnt: 11.3367 Backgound Scale: 0.99751. ITERATION NUMBER 127. Current Log-Posterior: 102464 Step Size: -32372.13134 Smoothing Hyper-parameters: 0.191807 0.124549 0.225352 0.237886 0.154251 0.241398 0.151862 Expected Total MS Cnt: 14.1618 Backgound Scale: 0.985869. ITERATION NUMBER 128. Current Log-Posterior: 98606.3 Step Size: -3857.655946 Smoothing Hyper-parameters: 0.210256 0.291859 0.182848 0.158821 0.239052 0.076700 0.220275 Expected Total MS Cnt: 14.7023 Backgound Scale: 0.991081. ITERATION NUMBER 129. Current Log-Posterior: 78392.9 Step Size: -20213.34541 Smoothing Hyper-parameters: 0.120679 0.220171 0.124652 0.199528 0.238485 0.182977 0.130382 Expected Total MS Cnt: 12.5076 Backgound Scale: 0.993754. ITERATION NUMBER 130. Current Log-Posterior: 127239 Step Size: 48846.18351 Smoothing Hyper-parameters: 0.311138 0.135115 0.171820 0.268497 0.163948 0.227694 0.204739 Expected Total MS Cnt: 17.4616 Backgound Scale: 1.01044. ITERATION NUMBER 131. Current Log-Posterior: 72020.2 Step Size: -55218.87333 Smoothing Hyper-parameters: 0.167406 0.109231 0.159003 0.108355 0.176955 0.221427 0.205199 Expected Total MS Cnt: 13.8081 Backgound Scale: 0.991505. ITERATION NUMBER 132. Current Log-Posterior: 112174 Step Size: 40153.60686 Smoothing Hyper-parameters: 0.197612 0.260418 0.143804 0.146106 0.334380 0.269466 0.294224 Expected Total MS Cnt: 9.81114 Backgound Scale: 1.00746. ITERATION NUMBER 133. Current Log-Posterior: 84990 Step Size: -27183.77669 Smoothing Hyper-parameters: 0.039028 0.205098 0.143657 0.209601 0.126809 0.195064 0.248176 Expected Total MS Cnt: 16.2657 Backgound Scale: 1.01373. ITERATION NUMBER 134. Current Log-Posterior: 340261 Step Size: 255271.182 Smoothing Hyper-parameters: 0.234633 0.120445 0.077178 0.100696 0.135158 0.131281 0.256183 Expected Total MS Cnt: 5.25163 Backgound Scale: 1.01812. ITERATION NUMBER 135. Current Log-Posterior: 94585.9 Step Size: -245675.3299 Smoothing Hyper-parameters: 0.182873 0.198057 0.147903 0.094817 0.142451 0.185683 0.280277 Expected Total MS Cnt: 22.6419 Backgound Scale: 0.985842. ITERATION NUMBER 136. Current Log-Posterior: 93792.6 Step Size: -793.2895346 Smoothing Hyper-parameters: 0.130656 0.035145 0.214106 0.141716 0.201605 0.064342 0.141716 Expected Total MS Cnt: 9.20971 Backgound Scale: 1.00159. ITERATION NUMBER 137. Current Log-Posterior: 187398 Step Size: 93604.92082 Smoothing Hyper-parameters: 0.111186 0.114060 0.195633 0.056050 0.297133 0.222678 0.283901 Expected Total MS Cnt: 15.0305 Backgound Scale: 0.990531. ITERATION NUMBER 138. Current Log-Posterior: 147597 Step Size: -39800.42189 Smoothing Hyper-parameters: 0.156964 0.168078 0.144624 0.251541 0.118208 0.231236 0.147724 Expected Total MS Cnt: 14.8584 Backgound Scale: 1.00173. ITERATION NUMBER 139. Current Log-Posterior: 107087 Step Size: -40509.78521 Smoothing Hyper-parameters: 0.121737 0.194015 0.104998 0.167686 0.205052 0.244382 0.356516 Expected Total MS Cnt: 13.8352 Backgound Scale: 0.997601. ITERATION NUMBER 140. Current Log-Posterior: 127411 Step Size: 20323.85605 Smoothing Hyper-parameters: 0.229181 0.144411 0.111755 0.218375 0.100207 0.186966 0.170706 Expected Total MS Cnt: 14.5898 Backgound Scale: 1.00352. ITERATION NUMBER 141. Current Log-Posterior: 87501.5 Step Size: -39909.71151 Smoothing Hyper-parameters: 0.278777 0.405436 0.245579 0.105818 0.056478 0.211855 0.087661 Expected Total MS Cnt: 17.224 Backgound Scale: 0.998032. ITERATION NUMBER 142. Current Log-Posterior: 62544.1 Step Size: -24957.39697 Smoothing Hyper-parameters: 0.081892 0.238645 0.163785 0.182432 0.138886 0.239521 0.161396 Expected Total MS Cnt: 16.1143 Backgound Scale: 1.00165. ITERATION NUMBER 143. Current Log-Posterior: 169446 Step Size: 106902.2772 Smoothing Hyper-parameters: 0.092566 0.125746 0.341430 0.166231 0.111616 0.177976 0.254626 Expected Total MS Cnt: 7.99424 Backgound Scale: 1.00342. ITERATION NUMBER 144. Current Log-Posterior: 163958 Step Size: -5488.299007 Smoothing Hyper-parameters: 0.191579 0.109343 0.159138 0.039225 0.095913 0.265567 0.240615 Expected Total MS Cnt: 4.56276 Backgound Scale: 1.00742. ITERATION NUMBER 145. Current Log-Posterior: 106471 Step Size: -57486.85278 Smoothing Hyper-parameters: 0.167189 0.075862 0.341249 0.181668 0.020286 0.088829 0.143923 Expected Total MS Cnt: 2.73335 Backgound Scale: 1.00315. ITERATION NUMBER 146. Current Log-Posterior: 122537 Step Size: 16065.90215 Smoothing Hyper-parameters: 0.026219 0.121609 0.147454 0.282466 0.110668 0.216612 0.268963 Expected Total MS Cnt: 4.75317 Backgound Scale: 1.00272. ITERATION NUMBER 147. Current Log-Posterior: 505926 Step Size: 383388.6123 Smoothing Hyper-parameters: 0.135271 0.278096 0.303080 0.247511 0.116405 0.204558 0.234725 Expected Total MS Cnt: 4.87318 Backgound Scale: 1.00505. ITERATION NUMBER 148. Current Log-Posterior: 106727 Step Size: -399198.4801 Smoothing Hyper-parameters: 0.186374 0.127875 0.116289 0.249872 0.257545 0.143033 0.072404 Expected Total MS Cnt: 3.05018 Backgound Scale: 0.996194. ITERATION NUMBER 149. Current Log-Posterior: 101444 Step Size: -5283.692037 Smoothing Hyper-parameters: 0.123974 0.071450 0.200940 0.112375 0.258009 0.111989 0.213037 Expected Total MS Cnt: 1.56468 Backgound Scale: 0.999111. ITERATION NUMBER 150. Current Log-Posterior: 150795 Step Size: 49351.0959 Smoothing Hyper-parameters: 0.044233 0.295233 0.074150 0.229417 0.136851 0.229412 0.244963 Expected Total MS Cnt: 1.79229 Backgound Scale: 1.00403. ITERATION NUMBER 151. Current Log-Posterior: 300768 Step Size: 149973.6132 Smoothing Hyper-parameters: 0.150548 0.325473 0.095622 0.190808 0.091828 0.023261 0.280090 Expected Total MS Cnt: 0.345871 Backgound Scale: 1.01559. ITERATION NUMBER 152. Current Log-Posterior: 105539 Step Size: -195229.5963 Smoothing Hyper-parameters: 0.061231 0.153161 0.198597 0.136769 0.228193 0.149329 0.192972 Expected Total MS Cnt: 3.52541 Backgound Scale: 1.00599. ITERATION NUMBER 153. Current Log-Posterior: 229275 Step Size: 123736.4029 Smoothing Hyper-parameters: 0.110610 0.141223 0.095484 0.042689 0.139961 0.072098 0.020975 Expected Total MS Cnt: 0.442844 Backgound Scale: 0.997414. ITERATION NUMBER 154. Current Log-Posterior: 147178 Step Size: -82097.07712 Smoothing Hyper-parameters: 0.308719 0.185456 0.220252 0.124896 0.219603 0.231247 0.109741 Expected Total MS Cnt: 0.219259 Backgound Scale: 1.0036. ITERATION NUMBER 155. Current Log-Posterior: 67197.2 Step Size: -79980.7674 Smoothing Hyper-parameters: 0.101236 0.205818 0.079534 0.109928 0.160870 0.186167 0.137976 Expected Total MS Cnt: 2.20319 Backgound Scale: 0.993474. ITERATION NUMBER 156. Current Log-Posterior: 149790 Step Size: 82593.17928 Smoothing Hyper-parameters: 0.079245 0.119120 0.086957 0.242945 0.098537 0.186955 0.177874 Expected Total MS Cnt: 0.605517 Backgound Scale: 1.00256. ITERATION NUMBER 157. Current Log-Posterior: 193425 Step Size: 43634.7957 Smoothing Hyper-parameters: 0.202056 0.300682 0.179749 0.018113 0.097591 0.120721 0.178223 Expected Total MS Cnt: 0.546325 Backgound Scale: 1.01669. ITERATION NUMBER 158. Current Log-Posterior: 90395 Step Size: -103030.2233 Smoothing Hyper-parameters: 0.227109 0.248710 0.286428 0.046947 0.074574 0.109449 0.109687 Expected Total MS Cnt: 0.467834 Backgound Scale: 1.00313. ITERATION NUMBER 159. Current Log-Posterior: 78422.1 Step Size: -11972.85643 Smoothing Hyper-parameters: 0.230752 0.261460 0.180865 0.092627 0.333861 0.034604 0.255369 Expected Total MS Cnt: 0.288552 Backgound Scale: 1.00129. ITERATION NUMBER 160. Current Log-Posterior: 76022.8 Step Size: -2399.30404 Smoothing Hyper-parameters: 0.150365 0.132934 0.176191 0.132648 0.181476 0.065168 0.163457 Expected Total MS Cnt: 0.0239463 Backgound Scale: 0.994948. ITERATION NUMBER 161. Current Log-Posterior: 114188 Step Size: 38165.04141 Smoothing Hyper-parameters: 0.337019 0.214751 0.185089 0.025910 0.113475 0.247033 0.018772 Expected Total MS Cnt: 2.98311 Backgound Scale: 1.00443. ITERATION NUMBER 162. Current Log-Posterior: 68215.7 Step Size: -45972.18227 Smoothing Hyper-parameters: 0.110852 0.099826 0.214489 0.144818 0.095376 0.108297 0.044131 Expected Total MS Cnt: 0.988625 Backgound Scale: 1.00517. ITERATION NUMBER 163. Current Log-Posterior: 148698 Step Size: 80482.40701 Smoothing Hyper-parameters: 0.102233 0.235477 0.202817 0.204974 0.080913 0.191102 0.120015 Expected Total MS Cnt: 1.12404 Backgound Scale: 0.996724. ITERATION NUMBER 164. Current Log-Posterior: 141181 Step Size: -7516.805778 Smoothing Hyper-parameters: 0.103559 0.203875 0.202314 0.026887 0.077054 0.332387 0.278299 Expected Total MS Cnt: 2.79128 Backgound Scale: 0.987966. ITERATION NUMBER 165. Current Log-Posterior: 147221 Step Size: 6039.41059 Smoothing Hyper-parameters: 0.114851 0.101339 0.173037 0.243867 0.134035 0.151721 0.244935 Expected Total MS Cnt: 1.17314 Backgound Scale: 1.00129. ITERATION NUMBER 166. Current Log-Posterior: 146157 Step Size: -1063.441014 Smoothing Hyper-parameters: 0.245682 0.059731 0.091389 0.054818 0.102180 0.052642 0.118985 Expected Total MS Cnt: 1.49169 Backgound Scale: 1.00293. ITERATION NUMBER 167. Current Log-Posterior: 117842 Step Size: -28315.03414 Smoothing Hyper-parameters: 0.424987 0.202254 0.227862 0.224617 0.256856 0.114990 0.106553 Expected Total MS Cnt: 1.53087 Backgound Scale: 1.02162. ITERATION NUMBER 168. Current Log-Posterior: 53008.2 Step Size: -64833.96949 Smoothing Hyper-parameters: 0.076212 0.138924 0.069732 0.192022 0.153767 0.101954 0.175364 Expected Total MS Cnt: 0.982593 Backgound Scale: 1.01255. ITERATION NUMBER 169. Current Log-Posterior: 197671 Step Size: 144663.1659 Smoothing Hyper-parameters: 0.112888 0.147084 0.086674 0.098820 0.188098 0.127947 0.139049 Expected Total MS Cnt: 1.33778 Backgound Scale: 0.999993. ITERATION NUMBER 170. Current Log-Posterior: 142889 Step Size: -54782.54596 Smoothing Hyper-parameters: 0.228855 0.226322 0.236602 0.203089 0.125820 0.214496 0.066255 Expected Total MS Cnt: 1.54403 Backgound Scale: 0.995316. ITERATION NUMBER 171. Current Log-Posterior: 76748.8 Step Size: -66140.01581 Smoothing Hyper-parameters: 0.136947 0.138392 0.148634 0.177500 0.188759 0.186035 0.197377 Expected Total MS Cnt: 0.385406 Backgound Scale: 1.00049. ITERATION NUMBER 172. Current Log-Posterior: 121401 Step Size: 44652.29007 Smoothing Hyper-parameters: 0.196381 0.184931 0.151273 0.104916 0.081061 0.214563 0.086473 Expected Total MS Cnt: 0.775556 Backgound Scale: 1.00265. ITERATION NUMBER 173. Current Log-Posterior: 90262.1 Step Size: -31139.04888 Smoothing Hyper-parameters: 0.215166 0.184634 0.126823 0.239920 0.215608 0.175096 0.224541 Expected Total MS Cnt: 0.344657 Backgound Scale: 1.00623. ITERATION NUMBER 174. Current Log-Posterior: 84613.7 Step Size: -5648.409294 Smoothing Hyper-parameters: 0.154482 0.098508 0.262666 0.184976 0.157712 0.089953 0.045802 Expected Total MS Cnt: 1.79086 Backgound Scale: 1.00504. ITERATION NUMBER 175. Current Log-Posterior: 117891 Step Size: 33277.27989 Smoothing Hyper-parameters: 0.150916 0.102715 0.134420 0.226761 0.085761 0.081576 0.197874 Expected Total MS Cnt: 0.302015 Backgound Scale: 1.00657. ITERATION NUMBER 176. Current Log-Posterior: 121829 Step Size: 3937.628726 Smoothing Hyper-parameters: 0.088382 0.246991 0.189047 0.218840 0.033668 0.271098 0.090964 Expected Total MS Cnt: 4.25319 Backgound Scale: 1.0028. ITERATION NUMBER 177. Current Log-Posterior: 158638 Step Size: 36809.11846 Smoothing Hyper-parameters: 0.111860 0.159884 0.313418 0.379039 0.116444 0.100643 0.122422 Expected Total MS Cnt: 3.83984 Backgound Scale: 0.99676. ITERATION NUMBER 178. Current Log-Posterior: 135372 Step Size: -23265.6008 Smoothing Hyper-parameters: 0.055289 0.187079 0.180855 0.139172 0.047676 0.138470 0.134320 Expected Total MS Cnt: 0.774129 Backgound Scale: 0.988459. ITERATION NUMBER 179. Current Log-Posterior: 243262 Step Size: 107890.0054 Smoothing Hyper-parameters: 0.085420 0.058276 0.134728 0.093605 0.218624 0.190372 0.062991 Expected Total MS Cnt: 2.49742 Backgound Scale: 1.00004. ITERATION NUMBER 180. Current Log-Posterior: 202796 Step Size: -40466.05183 Smoothing Hyper-parameters: 0.191902 0.170941 0.180632 0.307188 0.192264 0.138695 0.055891 Expected Total MS Cnt: 2.75727 Backgound Scale: 1.00543. ITERATION NUMBER 181. Current Log-Posterior: 92351.4 Step Size: -110444.6033 Smoothing Hyper-parameters: 0.113470 0.224105 0.130884 0.138088 0.229124 0.126608 0.028088 Expected Total MS Cnt: 2.35224 Backgound Scale: 0.993408. ITERATION NUMBER 182. Current Log-Posterior: 132912 Step Size: 40560.56625 Smoothing Hyper-parameters: 0.212142 0.079841 0.071273 0.249492 0.243219 0.065764 0.228999 Expected Total MS Cnt: 1.8749 Backgound Scale: 1.00664. ITERATION NUMBER 183. Current Log-Posterior: 114041 Step Size: -18871.10495 Smoothing Hyper-parameters: 0.234400 0.043725 0.165164 0.143485 0.223125 0.072467 0.219204 Expected Total MS Cnt: 2.35165 Backgound Scale: 0.994163. ITERATION NUMBER 184. Current Log-Posterior: 134013 Step Size: 19972.33183 Smoothing Hyper-parameters: 0.171046 0.093643 0.144840 0.117468 0.147910 0.222787 0.271171 Expected Total MS Cnt: 2.4874 Backgound Scale: 0.997968. ITERATION NUMBER 185. Current Log-Posterior: 114191 Step Size: -19822.56272 Smoothing Hyper-parameters: 0.214482 0.187972 0.024801 0.248141 0.040456 0.065479 0.219869 Expected Total MS Cnt: 1.03819 Backgound Scale: 1.00707. ITERATION NUMBER 186. Current Log-Posterior: 110276 Step Size: -3914.3045 Smoothing Hyper-parameters: 0.174994 0.125140 0.218019 0.182444 0.144021 0.268933 0.189515 Expected Total MS Cnt: 0.338411 Backgound Scale: 0.990927. ITERATION NUMBER 187. Current Log-Posterior: 103285 Step Size: -6991.336057 Smoothing Hyper-parameters: 0.113458 0.147380 0.121268 0.235476 0.240755 0.096756 0.145827 Expected Total MS Cnt: 1.67743 Backgound Scale: 1.01869. ITERATION NUMBER 188. Current Log-Posterior: 138436 Step Size: 35150.64904 Smoothing Hyper-parameters: 0.147829 0.023975 0.110658 0.110765 0.021761 0.224705 0.136209 Expected Total MS Cnt: 2.47342 Backgound Scale: 0.999764. ITERATION NUMBER 189. Current Log-Posterior: 224847 Step Size: 86411.36193 Smoothing Hyper-parameters: 0.175200 0.168064 0.227835 0.321423 0.129958 0.150446 0.273064 Expected Total MS Cnt: 7.6793 Backgound Scale: 1.00016. ITERATION NUMBER 190. Current Log-Posterior: 96884 Step Size: -127962.9979 Smoothing Hyper-parameters: 0.070677 0.147634 0.226167 0.088583 0.011397 0.260246 0.183077 Expected Total MS Cnt: 7.61776 Backgound Scale: 1.01188. ITERATION NUMBER 191. Current Log-Posterior: 208783 Step Size: 111899.3052 Smoothing Hyper-parameters: 0.072513 0.086255 0.189204 0.145783 0.083205 0.247190 0.249846 Expected Total MS Cnt: 4.77662 Backgound Scale: 1.0131. ITERATION NUMBER 192. Current Log-Posterior: 211117 Step Size: 2333.618545 Smoothing Hyper-parameters: 0.129370 0.231911 0.115870 0.110417 0.114280 0.095912 0.136795 Expected Total MS Cnt: 2.82716 Backgound Scale: 1.01479. ITERATION NUMBER 193. Current Log-Posterior: 120523 Step Size: -90594.18596 Smoothing Hyper-parameters: 0.229956 0.194706 0.233533 0.218221 0.155741 0.054029 0.095133 Expected Total MS Cnt: 4.31207 Backgound Scale: 1.01853. ITERATION NUMBER 194. Current Log-Posterior: 78828.8 Step Size: -41693.98702 Smoothing Hyper-parameters: 0.157079 0.112202 0.108654 0.015270 0.196398 0.198829 0.146335 Expected Total MS Cnt: 8.96002 Backgound Scale: 1.00623. ITERATION NUMBER 195. Current Log-Posterior: 126064 Step Size: 47234.74634 Smoothing Hyper-parameters: 0.212630 0.184154 0.277472 0.186388 0.232646 0.178721 0.337888 Expected Total MS Cnt: 3.50563 Backgound Scale: 0.994364. ITERATION NUMBER 196. Current Log-Posterior: 82465.7 Step Size: -43597.89032 Smoothing Hyper-parameters: 0.116177 0.206445 0.019677 0.091833 0.077857 0.178721 0.136201 Expected Total MS Cnt: 2.44108 Backgound Scale: 1.01528. ITERATION NUMBER 197. Current Log-Posterior: 166564 Step Size: 84098.1822 Smoothing Hyper-parameters: 0.131458 0.187892 0.153012 0.190133 0.126031 0.336096 0.221959 Expected Total MS Cnt: 3.81997 Backgound Scale: 1.00983. ITERATION NUMBER 198. Current Log-Posterior: 120336 Step Size: -46228.05231 Smoothing Hyper-parameters: 0.049138 0.192773 0.077453 0.079220 0.143798 0.255714 0.056906 Expected Total MS Cnt: 4.97673 Backgound Scale: 1.00388. ITERATION NUMBER 199. Current Log-Posterior: 278688 Step Size: 158352.5844 Smoothing Hyper-parameters: 0.236414 0.144259 0.092701 0.191428 0.126162 0.179067 0.232442 Expected Total MS Cnt: 4.49073 Backgound Scale: 1.01445. ITERATION NUMBER 200. Current Log-Posterior: 87847.6 Step Size: -190840.7956 Smoothing Hyper-parameters: 0.085367 0.044414 0.230368 0.218382 0.071042 0.076115 0.180579 Expected Total MS Cnt: 2.66794 Backgound Scale: 1.00374. ITERATION NUMBER 201. Current Log-Posterior: 218386 Step Size: 130538.4831 Smoothing Hyper-parameters: 0.123145 0.296553 0.073787 0.218382 0.174663 0.096781 0.159959 Expected Total MS Cnt: 4.1536 Backgound Scale: 0.992334. ITERATION NUMBER 202. Current Log-Posterior: 124627 Step Size: -93759.25856 Smoothing Hyper-parameters: 0.137695 0.110015 0.125602 0.251669 0.158146 0.203970 0.150830 Expected Total MS Cnt: 4.13339 Backgound Scale: 1.00247. ITERATION NUMBER 203. Current Log-Posterior: 126880 Step Size: 2253.012453 Smoothing Hyper-parameters: 0.129701 0.214335 0.191645 0.318908 0.164257 0.227270 0.128324 Expected Total MS Cnt: 5.87644 Backgound Scale: 1.00227. ITERATION NUMBER 204. Current Log-Posterior: 118079 Step Size: -8800.965811 Smoothing Hyper-parameters: 0.238697 0.103686 0.084922 0.020252 0.272124 0.130630 0.077422 Expected Total MS Cnt: 7.01037 Backgound Scale: 1.00355. ITERATION NUMBER 205. Current Log-Posterior: 106800 Step Size: -11278.40102 Smoothing Hyper-parameters: 0.104094 0.110160 0.172723 0.187641 0.230471 0.171910 0.149321 Expected Total MS Cnt: 4.04565 Backgound Scale: 0.984307. ITERATION NUMBER 206. Current Log-Posterior: 152411 Step Size: 45610.3033 Smoothing Hyper-parameters: 0.104094 0.161479 0.175205 0.067226 0.158578 0.068370 0.154213 Expected Total MS Cnt: 1.35664 Backgound Scale: 0.986966. ITERATION NUMBER 207. Current Log-Posterior: 147792 Step Size: -4618.536189 Smoothing Hyper-parameters: 0.158859 0.220438 0.087932 0.202239 0.164425 0.023308 0.014480 Expected Total MS Cnt: 3.70965 Backgound Scale: 1.00868. ITERATION NUMBER 208. Current Log-Posterior: 104746 Step Size: -43046.19827 Smoothing Hyper-parameters: 0.158855 0.156828 0.200651 0.036116 0.191833 0.120352 0.256511 Expected Total MS Cnt: 3.2908 Backgound Scale: 1.02234. ITERATION NUMBER 209. Current Log-Posterior: 108461 Step Size: 3714.636629 Smoothing Hyper-parameters: 0.146245 0.058310 0.085287 0.105494 0.140159 0.140563 0.137345 Expected Total MS Cnt: 0.719626 Backgound Scale: 1.00681. ITERATION NUMBER 210. Current Log-Posterior: 150054 Step Size: 41593.00784 Smoothing Hyper-parameters: 0.325460 0.255257 0.203300 0.194973 0.152057 0.358289 0.165003 Expected Total MS Cnt: 0.915184 Backgound Scale: 0.998198. ITERATION NUMBER 211. Current Log-Posterior: 60123.1 Step Size: -89930.59784 Smoothing Hyper-parameters: 0.054469 0.112048 0.152145 0.334533 0.110197 0.234000 0.144969 Expected Total MS Cnt: 1.56339 Backgound Scale: 0.998925. ITERATION NUMBER 212. Current Log-Posterior: 262987 Step Size: 202863.4959 Smoothing Hyper-parameters: 0.076087 0.114393 0.030226 0.121137 0.080827 0.140435 0.175805 Expected Total MS Cnt: 1.57415 Backgound Scale: 0.994142. ITERATION NUMBER 213. Current Log-Posterior: 215278 Step Size: -47708.21938 Smoothing Hyper-parameters: 0.178235 0.113329 0.050002 0.167834 0.081710 0.220928 0.236261 Expected Total MS Cnt: 0.199125 Backgound Scale: 0.997219. ITERATION NUMBER 214. Current Log-Posterior: 117272 Step Size: -98006.32063 Smoothing Hyper-parameters: 0.155412 0.050452 0.155370 0.097349 0.135123 0.090653 0.122008 Expected Total MS Cnt: 0.596663 Backgound Scale: 1.01857. ITERATION NUMBER 215. Current Log-Posterior: 149387 Step Size: 32114.50699 Smoothing Hyper-parameters: 0.063667 0.210187 0.327309 0.077885 0.214336 0.033698 0.127061 Expected Total MS Cnt: 1.95227 Backgound Scale: 0.99472. ITERATION NUMBER 216. Current Log-Posterior: 215126 Step Size: 65739.94525 Smoothing Hyper-parameters: 0.228466 0.215991 0.078769 0.178248 0.131023 0.186024 0.164964 Expected Total MS Cnt: 1.16002 Backgound Scale: 0.999087. ITERATION NUMBER 217. Current Log-Posterior: 84024 Step Size: -131102.4573 Smoothing Hyper-parameters: 0.039880 0.207067 0.173232 0.151508 0.184362 0.245098 0.167344 Expected Total MS Cnt: 0.958451 Backgound Scale: 0.992058. ITERATION NUMBER 218. Current Log-Posterior: 324791 Step Size: 240767.251 Smoothing Hyper-parameters: 0.211062 0.187280 0.048372 0.190022 0.080053 0.145729 0.020175 Expected Total MS Cnt: 2.43945 Backgound Scale: 0.999013. ITERATION NUMBER 219. Current Log-Posterior: 96523.8 Step Size: -228267.4452 Smoothing Hyper-parameters: 0.182808 0.152422 0.073598 0.259581 0.227269 0.110588 0.176101 Expected Total MS Cnt: 3.79717 Backgound Scale: 1.00437. ITERATION NUMBER 220. Current Log-Posterior: 102440 Step Size: 5916.630305 Smoothing Hyper-parameters: 0.193878 0.190181 0.117584 0.182668 0.120042 0.201449 0.109383 Expected Total MS Cnt: 3.3613 Backgound Scale: 1.02138. ITERATION NUMBER 221. Current Log-Posterior: 92753.6 Step Size: -9686.886531 Smoothing Hyper-parameters: 0.190145 0.052518 0.080407 0.081011 0.260729 0.155339 0.059915 Expected Total MS Cnt: 3.03104 Backgound Scale: 0.99596. ITERATION NUMBER 222. Current Log-Posterior: 140086 Step Size: 47332.93758 Smoothing Hyper-parameters: 0.191039 0.090254 0.247326 0.311996 0.137395 0.196605 0.141758 Expected Total MS Cnt: 2.11184 Backgound Scale: 1.01538. ITERATION NUMBER 223. Current Log-Posterior: 106027 Step Size: -34059.66661 Smoothing Hyper-parameters: 0.194207 0.059354 0.202966 0.239950 0.017509 0.140482 0.109787 Expected Total MS Cnt: 0.0235866 Backgound Scale: 1.00884. ITERATION NUMBER 224. Current Log-Posterior: 127497 Step Size: 21470.6052 Smoothing Hyper-parameters: 0.340578 0.213554 0.142581 0.139643 0.254197 0.275835 0.156540 Expected Total MS Cnt: 0.0861563 Backgound Scale: 1.01082. ITERATION NUMBER 225. Current Log-Posterior: 62937.8 Step Size: -64559.67079 Smoothing Hyper-parameters: 0.110303 0.243718 0.215419 0.117245 0.185771 0.322144 0.047024 Expected Total MS Cnt: 1.71507 Backgound Scale: 1.00841. ITERATION NUMBER 226. Current Log-Posterior: 134776 Step Size: 71838.15584 Smoothing Hyper-parameters: 0.099826 0.231908 0.156995 0.156172 0.110028 0.267225 0.223155 Expected Total MS Cnt: 5.14592 Backgound Scale: 1.0075. ITERATION NUMBER 227. Current Log-Posterior: 145718 Step Size: 10941.89311 Smoothing Hyper-parameters: 0.288400 0.085057 0.201042 0.124584 0.142896 0.234584 0.213837 Expected Total MS Cnt: 4.78427 Backgound Scale: 1.00209. ITERATION NUMBER 228. Current Log-Posterior: 88653.3 Step Size: -57064.51729 Smoothing Hyper-parameters: 0.104116 0.170317 0.159658 0.038950 0.135063 0.231853 0.175526 Expected Total MS Cnt: 5.68568 Backgound Scale: 0.986062. ITERATION NUMBER 229. Current Log-Posterior: 149292 Step Size: 60638.49005 Smoothing Hyper-parameters: 0.190567 0.155264 0.047983 0.190542 0.100880 0.235772 0.062523 Expected Total MS Cnt: 6.75864 Backgound Scale: 1.00369. ITERATION NUMBER 230. Current Log-Posterior: 105527 Step Size: -43764.36691 Smoothing Hyper-parameters: 0.267123 0.232391 0.077328 0.194911 0.108039 0.237074 0.008967 Expected Total MS Cnt: 8.16422 Backgound Scale: 1.00888. ITERATION NUMBER 231. Current Log-Posterior: 76373.9 Step Size: -29153.48018 Smoothing Hyper-parameters: 0.335290 0.130207 0.248746 0.088144 0.220615 0.225310 0.275677 Expected Total MS Cnt: 3.03721 Backgound Scale: 0.992486. ITERATION NUMBER 232. Current Log-Posterior: 69803.3 Step Size: -6570.684525 Smoothing Hyper-parameters: 0.020624 0.230982 0.014024 0.109482 0.151759 0.237403 0.072461 Expected Total MS Cnt: 4.78006 Backgound Scale: 1.00736. ITERATION NUMBER 233. Current Log-Posterior: 663263 Step Size: 593459.735 Smoothing Hyper-parameters: 0.211792 0.173723 0.232220 0.194709 0.031414 0.117044 0.201912 Expected Total MS Cnt: 7.78135 Backgound Scale: 1.00019. ITERATION NUMBER 234. Current Log-Posterior: 85950.1 Step Size: -577312.9207 Smoothing Hyper-parameters: 0.167504 0.171717 0.251326 0.247648 0.095023 0.286754 0.248774 Expected Total MS Cnt: 8.23452 Backgound Scale: 1.01071. ITERATION NUMBER 235. Current Log-Posterior: 98871.4 Step Size: 12921.35981 Smoothing Hyper-parameters: 0.146208 0.094381 0.196404 0.069022 0.151217 0.199097 0.228603 Expected Total MS Cnt: 10.5422 Backgound Scale: 1.00025. ITERATION NUMBER 236. Current Log-Posterior: 126262 Step Size: 27390.84579 Smoothing Hyper-parameters: 0.154731 0.254406 0.042519 0.273255 0.222108 0.049199 0.119411 Expected Total MS Cnt: 6.61009 Backgound Scale: 1.00123. ITERATION NUMBER 237. Current Log-Posterior: 114127 Step Size: -12135.02236 Smoothing Hyper-parameters: 0.029610 0.132803 0.147968 0.290076 0.255750 0.115923 0.041306 Expected Total MS Cnt: 5.13545 Backgound Scale: 1.0153. ITERATION NUMBER 238. Current Log-Posterior: 444388 Step Size: 330260.9401 Smoothing Hyper-parameters: 0.217508 0.032273 0.143374 0.076137 0.171513 0.117969 0.171883 Expected Total MS Cnt: 4.2976 Backgound Scale: 1.00211. ITERATION NUMBER 239. Current Log-Posterior: 162587 Step Size: -281800.8031 Smoothing Hyper-parameters: 0.090145 0.058218 0.167925 0.073298 0.061862 0.184130 0.045153 Expected Total MS Cnt: 3.74132 Backgound Scale: 0.994502. ITERATION NUMBER 240. Current Log-Posterior: 196287 Step Size: 33699.44077 Smoothing Hyper-parameters: 0.111038 0.105999 0.017446 0.121476 0.253411 0.188654 0.042035 Expected Total MS Cnt: 7.94139 Backgound Scale: 0.978416. ITERATION NUMBER 241. Current Log-Posterior: 188575 Step Size: -7711.978426 Smoothing Hyper-parameters: 0.256574 0.088409 0.114494 0.195577 0.188771 0.059551 0.198772 Expected Total MS Cnt: 2.33865 Backgound Scale: 0.995994. ITERATION NUMBER 242. Current Log-Posterior: 93053.1 Step Size: -95521.78653 Smoothing Hyper-parameters: 0.092666 0.187271 0.109156 0.166438 0.098387 0.125061 0.259321 Expected Total MS Cnt: 0.924252 Backgound Scale: 0.997246. ITERATION NUMBER 243. Current Log-Posterior: 160915 Step Size: 67861.65752 Smoothing Hyper-parameters: 0.312148 0.055102 0.268245 0.131129 0.224148 0.202102 0.150846 Expected Total MS Cnt: 2.89136 Backgound Scale: 1.00388. ITERATION NUMBER 244. Current Log-Posterior: 105077 Step Size: -55837.27983 Smoothing Hyper-parameters: 0.146465 0.025672 0.246390 0.112626 0.106783 0.141757 0.144707 Expected Total MS Cnt: 2.807 Backgound Scale: 1.00204. ITERATION NUMBER 245. Current Log-Posterior: 211859 Step Size: 106781.6982 Smoothing Hyper-parameters: 0.147774 0.029739 0.160891 0.242473 0.226630 0.137539 0.162846 Expected Total MS Cnt: 7.73705 Backgound Scale: 0.987736. ITERATION NUMBER 246. Current Log-Posterior: 196345 Step Size: -15514.37851 Smoothing Hyper-parameters: 0.294595 0.068574 0.251967 0.105377 0.081601 0.222127 0.159494 Expected Total MS Cnt: 5.77159 Backgound Scale: 1.00873. ITERATION NUMBER 247. Current Log-Posterior: 95192 Step Size: -101152.752 Smoothing Hyper-parameters: 0.202269 0.249230 0.118983 0.204444 0.165249 0.274229 0.208485 Expected Total MS Cnt: 7.20755 Backgound Scale: 0.995602. ITERATION NUMBER 248. Current Log-Posterior: 85951.3 Step Size: -9240.74805 Smoothing Hyper-parameters: 0.079535 0.077777 0.212653 0.140780 0.221926 0.112209 0.195131 Expected Total MS Cnt: 9.62145 Backgound Scale: 1.00632. ITERATION NUMBER 249. Current Log-Posterior: 199111 Step Size: 113159.9081 Smoothing Hyper-parameters: 0.179374 0.197324 0.085001 0.290206 0.091212 0.271567 0.219081 Expected Total MS Cnt: 10.693 Backgound Scale: 1.01039. ITERATION NUMBER 250. Current Log-Posterior: 98209.8 Step Size: -100901.3835 Smoothing Hyper-parameters: 0.090065 0.210087 0.147096 0.186724 0.130709 0.325770 0.169020 Expected Total MS Cnt: 13.7626 Backgound Scale: 1.00675. ITERATION NUMBER 251. Current Log-Posterior: 159419 Step Size: 61209.17429 Smoothing Hyper-parameters: 0.146334 0.189081 0.137762 0.167377 0.121447 0.196907 0.226045 Expected Total MS Cnt: 10.1216 Backgound Scale: 1.00822. ITERATION NUMBER 252. Current Log-Posterior: 111228 Step Size: -48190.7152 Smoothing Hyper-parameters: 0.194557 0.212434 0.148109 0.172763 0.262865 0.096594 0.093966 Expected Total MS Cnt: 9.10748 Backgound Scale: 1.0095. ITERATION NUMBER 253. Current Log-Posterior: 88922.4 Step Size: -22305.87972 Smoothing Hyper-parameters: 0.141501 0.013190 0.269291 0.099660 0.138774 0.168496 0.176026 Expected Total MS Cnt: 5.06322 Backgound Scale: 0.985686. ITERATION NUMBER 254. Current Log-Posterior: 327004 Step Size: 238081.9503 Smoothing Hyper-parameters: 0.174588 0.122361 0.148257 0.172180 0.127957 0.104926 0.249961 Expected Total MS Cnt: 11.6395 Backgound Scale: 1.00946. ITERATION NUMBER 255. Current Log-Posterior: 105114 Step Size: -221890.7058 Smoothing Hyper-parameters: 0.043616 0.139618 0.074765 0.189594 0.062383 0.164216 0.040372 Expected Total MS Cnt: 6.25197 Backgound Scale: 0.997899. ITERATION NUMBER 256. Current Log-Posterior: 316419 Step Size: 211305.5338 Smoothing Hyper-parameters: 0.092725 0.118520 0.269002 0.098041 0.142298 0.137940 0.221601 Expected Total MS Cnt: 14.9463 Backgound Scale: 1.00149. ITERATION NUMBER 257. Current Log-Posterior: 163719 Step Size: -152700.3896 Smoothing Hyper-parameters: 0.158857 0.129769 0.129577 0.264800 0.209619 0.089378 0.275819 Expected Total MS Cnt: 6.63749 Backgound Scale: 1.00338. ITERATION NUMBER 258. Current Log-Posterior: 110725 Step Size: -52993.71579 Smoothing Hyper-parameters: 0.336380 0.101194 0.226526 0.153726 0.147708 0.135480 0.038593 Expected Total MS Cnt: 6.56704 Backgound Scale: 1.00465. ITERATION NUMBER 259. Current Log-Posterior: 76757.6 Step Size: -33967.4219 Smoothing Hyper-parameters: 0.315749 0.126173 0.146555 0.173701 0.081827 0.101031 0.210953 Expected Total MS Cnt: 9.18466 Backgound Scale: 0.996882. ITERATION NUMBER 260. Current Log-Posterior: 75376.6 Step Size: -1381.025821 Smoothing Hyper-parameters: 0.068227 0.166441 0.242607 0.087666 0.211351 0.153296 0.242994 Expected Total MS Cnt: 7.6954 Backgound Scale: 1.0124. ITERATION NUMBER 261. Current Log-Posterior: 208986 Step Size: 133608.9986 Smoothing Hyper-parameters: 0.286271 0.248381 0.191805 0.102699 0.115972 0.153296 0.130989 Expected Total MS Cnt: 6.03267 Backgound Scale: 1.00572. ITERATION NUMBER 262. Current Log-Posterior: 67187.9 Step Size: -141797.7338 Smoothing Hyper-parameters: 0.211533 0.212777 0.134887 0.100887 0.229489 0.191897 0.138862 Expected Total MS Cnt: 7.72001 Backgound Scale: 0.994711. ITERATION NUMBER 263. Current Log-Posterior: 85138.2 Step Size: 17950.37391 Smoothing Hyper-parameters: 0.236746 0.230367 0.066319 0.064649 0.059310 0.151102 0.257721 Expected Total MS Cnt: 8.28559 Backgound Scale: 1.00568. ITERATION NUMBER 264. Current Log-Posterior: 85282.9 Step Size: 144.667496 Smoothing Hyper-parameters: 0.029083 0.136504 0.267390 0.125753 0.126003 0.147114 0.257715 Expected Total MS Cnt: 7.89988 Backgound Scale: 1.02175. ITERATION NUMBER 265. Current Log-Posterior: 445175 Step Size: 359891.7025 Smoothing Hyper-parameters: 0.085078 0.181839 0.257300 0.139698 0.070863 0.101333 0.160150 Expected Total MS Cnt: 10.2219 Backgound Scale: 1.00034. ITERATION NUMBER 266. Current Log-Posterior: 169126 Step Size: -276048.747 Smoothing Hyper-parameters: 0.343575 0.116701 0.203079 0.087259 0.085823 0.046702 0.179563 Expected Total MS Cnt: 7.35299 Backgound Scale: 1.00089. ITERATION NUMBER 267. Current Log-Posterior: 74038 Step Size: -95087.80441 Smoothing Hyper-parameters: 0.194690 0.185330 0.206380 0.242244 0.369627 0.192501 0.114943 Expected Total MS Cnt: 3.1138 Backgound Scale: 1.00539. ITERATION NUMBER 268. Current Log-Posterior: 88463.5 Step Size: 14425.48484 Smoothing Hyper-parameters: 0.026559 0.262370 0.155559 0.148889 0.169688 0.196238 0.069548 Expected Total MS Cnt: 4.69512 Backgound Scale: 1.01428. ITERATION NUMBER 269. Current Log-Posterior: 473391 Step Size: 384927.0732 Smoothing Hyper-parameters: 0.135997 0.204373 0.092182 0.136834 0.163984 0.195569 0.083208 Expected Total MS Cnt: 3.81029 Backgound Scale: 1.00531. ITERATION NUMBER 270. Current Log-Posterior: 118190 Step Size: -355200.8793 Smoothing Hyper-parameters: 0.232766 0.257899 0.123967 0.136387 0.143164 0.073983 0.126674 Expected Total MS Cnt: 4.24165 Backgound Scale: 0.993331. ITERATION NUMBER 271. Current Log-Posterior: 77260.7 Step Size: -40929.03985 Smoothing Hyper-parameters: 0.051804 0.040811 0.098986 0.092359 0.092608 0.236970 0.030461 Expected Total MS Cnt: 2.50966 Backgound Scale: 1.005. ITERATION NUMBER 272. Current Log-Posterior: 322260 Step Size: 244999.0752 Smoothing Hyper-parameters: 0.244817 0.053211 0.291445 0.200753 0.273438 0.182242 0.151064 Expected Total MS Cnt: 1.7654 Backgound Scale: 1.02137. ITERATION NUMBER 273. Current Log-Posterior: 113729 Step Size: -208530.8083 Smoothing Hyper-parameters: 0.129126 0.092353 0.101772 0.130155 0.075000 0.308737 0.198423 Expected Total MS Cnt: 0.129598 Backgound Scale: 1.01134. ITERATION NUMBER 274. Current Log-Posterior: 140405 Step Size: 26676.29485 Smoothing Hyper-parameters: 0.085834 0.144393 0.120406 0.210038 0.120939 0.175896 0.114268 Expected Total MS Cnt: 1.04646 Backgound Scale: 1.0081. ITERATION NUMBER 275. Current Log-Posterior: 174872 Step Size: 34466.79188 Smoothing Hyper-parameters: 0.215631 0.142717 0.076097 0.150922 0.098894 0.047473 0.179508 Expected Total MS Cnt: 1.01193 Backgound Scale: 1.02164. ITERATION NUMBER 276. Current Log-Posterior: 94676.8 Step Size: -80195.26116 Smoothing Hyper-parameters: 0.084848 0.167236 0.069613 0.097431 0.130801 0.172831 0.168694 Expected Total MS Cnt: 1.37776 Backgound Scale: 0.992966. ITERATION NUMBER 277. Current Log-Posterior: 177040 Step Size: 82363.15389 Smoothing Hyper-parameters: 0.201949 0.073897 0.249304 0.050107 0.166897 0.078852 0.058758 Expected Total MS Cnt: 2.03573 Backgound Scale: 0.996772. ITERATION NUMBER 278. Current Log-Posterior: 114332 Step Size: -62708.03938 Smoothing Hyper-parameters: 0.169059 0.075453 0.223174 0.252275 0.172767 0.124928 0.054729 Expected Total MS Cnt: 10.734 Backgound Scale: 0.988375. ITERATION NUMBER 279. Current Log-Posterior: 121130 Step Size: 6798.054935 Smoothing Hyper-parameters: 0.191468 0.077701 0.183460 0.066673 0.183633 0.175602 0.063939 Expected Total MS Cnt: 13.2518 Backgound Scale: 1.00165. ITERATION NUMBER 280. Current Log-Posterior: 113788 Step Size: -7341.511124 Smoothing Hyper-parameters: 0.185966 0.191800 0.111203 0.198364 0.104028 0.086338 0.167553 Expected Total MS Cnt: 15.2887 Backgound Scale: 0.997296. ITERATION NUMBER 281. Current Log-Posterior: 94880.9 Step Size: -18907.57442 Smoothing Hyper-parameters: 0.204377 0.185524 0.069845 0.155599 0.254477 0.193781 0.103807 Expected Total MS Cnt: 13.9457 Backgound Scale: 0.992026. ITERATION NUMBER 282. Current Log-Posterior: 92509.9 Step Size: -2370.948009 Smoothing Hyper-parameters: 0.271348 0.125493 0.323063 0.133290 0.190909 0.258676 0.148865 Expected Total MS Cnt: 7.84396 Backgound Scale: 1.00963. ITERATION NUMBER 283. Current Log-Posterior: 78370.1 Step Size: -14139.79915 Smoothing Hyper-parameters: 0.137564 0.113021 0.231564 0.177025 0.124274 0.154597 0.238738 Expected Total MS Cnt: 10.676 Backgound Scale: 0.9885. ITERATION NUMBER 284. Current Log-Posterior: 123144 Step Size: 44773.61798 Smoothing Hyper-parameters: 0.200544 0.221164 0.128314 0.048918 0.276295 0.190474 0.233934 Expected Total MS Cnt: 12.4179 Backgound Scale: 1.00264. ITERATION NUMBER 285. Current Log-Posterior: 89641.6 Step Size: -33502.09338 Smoothing Hyper-parameters: 0.163574 0.065612 0.226534 0.248105 0.049065 0.053087 0.185466 Expected Total MS Cnt: 17.8537 Backgound Scale: 0.994703. ITERATION NUMBER 286. Current Log-Posterior: 131792 Step Size: 42150.56358 Smoothing Hyper-parameters: 0.083216 0.235215 0.194765 0.064682 0.266432 0.291179 0.106131 Expected Total MS Cnt: 14.049 Backgound Scale: 1.00188. ITERATION NUMBER 287. Current Log-Posterior: 169783 Step Size: 37991.19164 Smoothing Hyper-parameters: 0.060407 0.263144 0.181399 0.069935 0.288580 0.252516 0.245917 Expected Total MS Cnt: 4.48548 Backgound Scale: 1.00684. ITERATION NUMBER 288. Current Log-Posterior: 224992 Step Size: 55208.77201 Smoothing Hyper-parameters: 0.204578 0.037284 0.097429 0.240413 0.064188 0.216906 0.277144 Expected Total MS Cnt: 4.668 Backgound Scale: 0.997408. ITERATION NUMBER 289. Current Log-Posterior: 154582 Step Size: -70410.52513 Smoothing Hyper-parameters: 0.131105 0.111595 0.151724 0.202729 0.113557 0.208122 0.160962 Expected Total MS Cnt: 2.78447 Backgound Scale: 0.998363. ITERATION NUMBER 290. Current Log-Posterior: 129682 Step Size: -24899.88854 Smoothing Hyper-parameters: 0.169043 0.143910 0.149072 0.038917 0.279145 0.135619 0.160962 Expected Total MS Cnt: 2.04742 Backgound Scale: 1.00021. ITERATION NUMBER 291. Current Log-Posterior: 107553 Step Size: -22128.80845 Smoothing Hyper-parameters: 0.078727 0.092775 0.281371 0.031599 0.161428 0.227944 0.112255 Expected Total MS Cnt: 4.02765 Backgound Scale: 1.00821. ITERATION NUMBER 292. Current Log-Posterior: 200236 Step Size: 92682.74456 Smoothing Hyper-parameters: 0.179876 0.165359 0.235982 0.210501 0.035336 0.123387 0.183531 Expected Total MS Cnt: 5.41951 Backgound Scale: 1.00224. ITERATION NUMBER 293. Current Log-Posterior: 96983 Step Size: -103252.6581 Smoothing Hyper-parameters: 0.276579 0.198528 0.174538 0.266375 0.094632 0.135917 0.138145 Expected Total MS Cnt: 12.2185 Backgound Scale: 1.01007. ITERATION NUMBER 294. Current Log-Posterior: 70313.6 Step Size: -26669.43683 Smoothing Hyper-parameters: 0.079467 0.169075 0.179919 0.119643 0.260014 0.200143 0.135384 Expected Total MS Cnt: 3.14519 Backgound Scale: 0.99591. ITERATION NUMBER 295. Current Log-Posterior: 181067 Step Size: 110753.7736 Smoothing Hyper-parameters: 0.111319 0.122076 0.129037 0.205659 0.193497 0.065759 0.034931 Expected Total MS Cnt: 2.52512 Backgound Scale: 1.02258. ITERATION NUMBER 296. Current Log-Posterior: 145098 Step Size: -35969.25869 Smoothing Hyper-parameters: 0.110721 0.174687 0.115636 0.104245 0.203497 0.199617 0.170394 Expected Total MS Cnt: 1.09621 Backgound Scale: 0.985671. ITERATION NUMBER 297. Current Log-Posterior: 141451 Step Size: -3647.268001 Smoothing Hyper-parameters: 0.230580 0.272407 0.123287 0.203077 0.125456 0.235011 0.142141 Expected Total MS Cnt: 0.430415 Backgound Scale: 1.01106. ITERATION NUMBER 298. Current Log-Posterior: 77435.1 Step Size: -64015.7648 Smoothing Hyper-parameters: 0.098211 0.061567 0.188198 0.029634 0.168730 0.258314 0.267317 Expected Total MS Cnt: 0.129925 Backgound Scale: 1.00743. ITERATION NUMBER 299. Current Log-Posterior: 188155 Step Size: 110720.4095 Smoothing Hyper-parameters: 0.258577 0.191558 0.252511 0.224344 0.196915 0.167489 0.138165 Expected Total MS Cnt: 1.35654 Backgound Scale: 1.00368. ITERATION NUMBER 300. Current Log-Posterior: 71488.9 Step Size: -116666.5912 Smoothing Hyper-parameters: 0.012072 0.174182 0.077591 0.214329 0.120663 0.098841 0.146250 Expected Total MS Cnt: 0.258597 Backgound Scale: 1.01495. ITERATION NUMBER 301. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.072250 0.256213 0.168007 0.070038 0.096634 0.192862 0.137547 Expected Total MS Cnt: 0.121279 Backgound Scale: 1.00214. ITERATION NUMBER 302. Current Log-Posterior: 193126 Step Size: -inf Smoothing Hyper-parameters: 0.182147 0.025710 0.240405 0.185941 0.072622 0.163027 0.130232 Expected Total MS Cnt: 1.66259 Backgound Scale: 1.02011. ITERATION NUMBER 303. Current Log-Posterior: 197431 Step Size: 4304.989105 Smoothing Hyper-parameters: 0.245084 0.080481 0.173228 0.206906 0.105090 0.176730 0.329409 Expected Total MS Cnt: 6.9344 Backgound Scale: 1.01943. ITERATION NUMBER 304. Current Log-Posterior: 98108.5 Step Size: -99322.82741 Smoothing Hyper-parameters: 0.107241 0.239606 0.118294 0.097750 0.295849 0.188535 0.216909 Expected Total MS Cnt: 4.43818 Backgound Scale: 1.00528. ITERATION NUMBER 305. Current Log-Posterior: 137624 Step Size: 39515.57297 Smoothing Hyper-parameters: 0.162376 0.103678 0.174895 0.204524 0.124162 0.157325 0.188908 Expected Total MS Cnt: 2.33085 Backgound Scale: 0.986343. ITERATION NUMBER 306. Current Log-Posterior: 113425 Step Size: -24198.62509 Smoothing Hyper-parameters: 0.193255 0.186457 0.055250 0.162537 0.117883 0.199314 0.013474 Expected Total MS Cnt: 3.76102 Backgound Scale: 1.0001. ITERATION NUMBER 307. Current Log-Posterior: 99924.7 Step Size: -13500.74477 Smoothing Hyper-parameters: 0.149605 0.149041 0.118509 0.141215 0.186930 0.076763 0.178182 Expected Total MS Cnt: 1.00045 Backgound Scale: 1.00899. ITERATION NUMBER 308. Current Log-Posterior: 114599 Step Size: 14674.0505 Smoothing Hyper-parameters: 0.229925 0.045370 0.112828 0.147831 0.155601 0.120986 0.250701 Expected Total MS Cnt: 2.38075 Backgound Scale: 1.00327. ITERATION NUMBER 309. Current Log-Posterior: 133892 Step Size: 19293.48331 Smoothing Hyper-parameters: 0.281493 0.051791 0.151265 0.112696 0.071134 0.223525 0.161563 Expected Total MS Cnt: 3.52666 Backgound Scale: 0.981524. ITERATION NUMBER 310. Current Log-Posterior: 112771 Step Size: -21121.69447 Smoothing Hyper-parameters: 0.098030 0.148720 0.287382 0.177868 0.332532 0.271212 0.189126 Expected Total MS Cnt: 3.18986 Backgound Scale: 1.00177. ITERATION NUMBER 311. Current Log-Posterior: 151611 Step Size: 38840.68099 Smoothing Hyper-parameters: 0.309241 0.088514 0.180029 0.150959 0.171493 0.227735 0.048827 Expected Total MS Cnt: 5.21269 Backgound Scale: 0.998593. ITERATION NUMBER 312. Current Log-Posterior: 84210.9 Step Size: -67400.33242 Smoothing Hyper-parameters: 0.106813 0.238205 0.182267 0.135299 0.053721 0.229001 0.168810 Expected Total MS Cnt: 2.35264 Backgound Scale: 1.0067. ITERATION NUMBER 313. Current Log-Posterior: 136653 Step Size: 52442.46067 Smoothing Hyper-parameters: 0.350220 0.098882 0.242098 0.277636 0.220501 0.096987 0.108936 Expected Total MS Cnt: 4.30289 Backgound Scale: 1.01946. ITERATION NUMBER 314. Current Log-Posterior: 75629.6 Step Size: -61023.74635 Smoothing Hyper-parameters: 0.176680 0.085851 0.196764 0.263682 0.131650 0.187224 0.177275 Expected Total MS Cnt: 2.55918 Backgound Scale: 1.01537. ITERATION NUMBER 315. Current Log-Posterior: 114370 Step Size: 38740.56057 Smoothing Hyper-parameters: 0.238053 0.074361 0.253128 0.171751 0.098853 0.234954 0.120359 Expected Total MS Cnt: 0.266125 Backgound Scale: 0.998593. ITERATION NUMBER 316. Current Log-Posterior: 102030 Step Size: -12340.19346 Smoothing Hyper-parameters: 0.106426 0.070060 0.126533 0.137039 0.121181 0.145762 0.142719 Expected Total MS Cnt: 0.529232 Backgound Scale: 1.01639. ITERATION NUMBER 317. Current Log-Posterior: 168708 Step Size: 66678.11676 Smoothing Hyper-parameters: 0.151845 0.179380 0.283702 0.167409 0.116727 0.188811 0.213727 Expected Total MS Cnt: 0.24416 Backgound Scale: 0.999135. ITERATION NUMBER 318. Current Log-Posterior: 105916 Step Size: -62792.01995 Smoothing Hyper-parameters: 0.179318 0.220512 0.202180 0.189722 0.256931 0.342451 0.160196 Expected Total MS Cnt: 1.89816 Backgound Scale: 1.00705. ITERATION NUMBER 319. Current Log-Posterior: 91166.7 Step Size: -14749.29988 Smoothing Hyper-parameters: 0.130099 0.142015 0.101723 0.159949 0.243247 0.153910 0.205272 Expected Total MS Cnt: 2.11233 Backgound Scale: 1.01282. ITERATION NUMBER 320. Current Log-Posterior: 127629 Step Size: 36462.51495 Smoothing Hyper-parameters: 0.102709 0.213108 0.039198 0.305510 0.125471 0.072751 0.187644 Expected Total MS Cnt: 1.00558 Backgound Scale: 1.01146. ITERATION NUMBER 321. Current Log-Posterior: 155686 Step Size: 28056.58403 Smoothing Hyper-parameters: 0.063933 0.194944 0.069942 0.169381 0.089719 0.260325 0.297318 Expected Total MS Cnt: 0.137887 Backgound Scale: 1.003. ITERATION NUMBER 322. Current Log-Posterior: 220295 Step Size: 64609.21045 Smoothing Hyper-parameters: 0.061691 0.117935 0.272582 0.242161 0.222108 0.127904 0.191831 Expected Total MS Cnt: 0.383424 Backgound Scale: 1.01415. ITERATION NUMBER 323. Current Log-Posterior: 230567 Step Size: 10272.23305 Smoothing Hyper-parameters: 0.190516 0.179112 0.272962 0.105909 0.237292 0.279527 0.191198 Expected Total MS Cnt: 1.46783 Backgound Scale: 1.00427. ITERATION NUMBER 324. Current Log-Posterior: 90654.3 Step Size: -139913.0202 Smoothing Hyper-parameters: 0.116690 0.284242 0.065812 0.174348 0.327774 0.095193 0.181511 Expected Total MS Cnt: 3.80708 Backgound Scale: 0.996819. ITERATION NUMBER 325. Current Log-Posterior: 131917 Step Size: 41262.23756 Smoothing Hyper-parameters: 0.118933 0.298056 0.157345 0.078853 0.178620 0.172468 0.216568 Expected Total MS Cnt: 4.62072 Backgound Scale: 0.998826. ITERATION NUMBER 326. Current Log-Posterior: 124527 Step Size: -7389.341656 Smoothing Hyper-parameters: 0.163495 0.217799 0.255546 0.103123 0.123640 0.139953 0.208641 Expected Total MS Cnt: 8.28436 Backgound Scale: 0.993788. ITERATION NUMBER 327. Current Log-Posterior: 98514.1 Step Size: -26013.04394 Smoothing Hyper-parameters: 0.145844 0.374369 0.244387 0.217309 0.061933 0.294614 0.184356 Expected Total MS Cnt: 2.79991 Backgound Scale: 0.995096. ITERATION NUMBER 328. Current Log-Posterior: 100050 Step Size: 1535.446042 Smoothing Hyper-parameters: 0.223737 0.266656 0.189809 0.232292 0.172012 0.139428 0.181300 Expected Total MS Cnt: 4.17784 Backgound Scale: 1.0049. ITERATION NUMBER 329. Current Log-Posterior: 76890.6 Step Size: -23158.98602 Smoothing Hyper-parameters: 0.096256 0.316819 0.192700 0.151139 0.055273 0.117978 0.246763 Expected Total MS Cnt: 9.4265 Backgound Scale: 0.999921. ITERATION NUMBER 330. Current Log-Posterior: 144308 Step Size: 67417.12543 Smoothing Hyper-parameters: 0.096256 0.201103 0.138664 0.112594 0.107094 0.090996 0.235402 Expected Total MS Cnt: 4.45251 Backgound Scale: 1.00826. ITERATION NUMBER 331. Current Log-Posterior: 152025 Step Size: 7716.963181 Smoothing Hyper-parameters: 0.106559 0.148796 0.050176 0.155854 0.122758 0.019157 0.157505 Expected Total MS Cnt: 3.82456 Backgound Scale: 0.995013. ITERATION NUMBER 332. Current Log-Posterior: 156221 Step Size: 4196.765826 Smoothing Hyper-parameters: 0.177735 0.077319 0.091034 0.120876 0.183173 0.264867 0.149253 Expected Total MS Cnt: 4.23374 Backgound Scale: 0.978845. ITERATION NUMBER 333. Current Log-Posterior: 121743 Step Size: -34478.76848 Smoothing Hyper-parameters: 0.286946 0.226689 0.113683 0.113074 0.110011 0.084037 0.030616 Expected Total MS Cnt: 3.31469 Backgound Scale: 1.00172. ITERATION NUMBER 334. Current Log-Posterior: 70823.6 Step Size: -50919.07552 Smoothing Hyper-parameters: 0.156233 0.113820 0.110795 0.337632 0.125401 0.187579 0.241871 Expected Total MS Cnt: 0.393202 Backgound Scale: 1.02751. ITERATION NUMBER 335. Current Log-Posterior: 116854 Step Size: 46030.80823 Smoothing Hyper-parameters: 0.087215 0.304548 0.185988 0.283310 0.190803 0.252905 0.037641 Expected Total MS Cnt: 0.551633 Backgound Scale: 1.00066. ITERATION NUMBER 336. Current Log-Posterior: 159698 Step Size: 42843.9135 Smoothing Hyper-parameters: 0.189946 0.110855 0.260418 0.261018 0.132110 0.197676 0.231552 Expected Total MS Cnt: 1.02978 Backgound Scale: 1.01729. ITERATION NUMBER 337. Current Log-Posterior: 100217 Step Size: -59481.60504 Smoothing Hyper-parameters: 0.181205 0.129657 0.276499 0.275562 0.143672 0.063758 0.180135 Expected Total MS Cnt: 0.340586 Backgound Scale: 1.00263. ITERATION NUMBER 338. Current Log-Posterior: 100639 Step Size: 422.069937 Smoothing Hyper-parameters: 0.199016 0.248755 0.201442 0.117756 0.103143 0.167366 0.228523 Expected Total MS Cnt: 0.274374 Backgound Scale: 1.00799. ITERATION NUMBER 339. Current Log-Posterior: 84970.5 Step Size: -15668.2722 Smoothing Hyper-parameters: 0.178823 0.171449 0.260864 0.077212 0.120470 0.142821 0.074573 Expected Total MS Cnt: 4.94717 Backgound Scale: 1.01355. ITERATION NUMBER 340. Current Log-Posterior: 96074.8 Step Size: 11104.31545 Smoothing Hyper-parameters: 0.077285 0.121042 0.150875 0.249576 0.065744 0.091444 0.273056 Expected Total MS Cnt: 2.0948 Backgound Scale: 1.00665. ITERATION NUMBER 341. Current Log-Posterior: 193072 Step Size: 96996.72168 Smoothing Hyper-parameters: 0.077376 0.096905 0.109116 0.112963 0.168051 0.246348 0.202261 Expected Total MS Cnt: 0.95089 Backgound Scale: 0.998098. ITERATION NUMBER 342. Current Log-Posterior: 200553 Step Size: 7481.458579 Smoothing Hyper-parameters: 0.211593 0.095400 0.150207 0.121526 0.152611 0.194869 0.058254 Expected Total MS Cnt: 4.96663 Backgound Scale: 1.00081. ITERATION NUMBER 343. Current Log-Posterior: 101835 Step Size: -98718.13004 Smoothing Hyper-parameters: 0.106290 0.221644 0.061557 0.271877 0.089608 0.317861 0.157399 Expected Total MS Cnt: 2.49107 Backgound Scale: 0.995395. ITERATION NUMBER 344. Current Log-Posterior: 145969 Step Size: 44134.27535 Smoothing Hyper-parameters: 0.184201 0.225486 0.083033 0.186182 0.138103 0.200680 0.173861 Expected Total MS Cnt: 4.57462 Backgound Scale: 1.00606. ITERATION NUMBER 345. Current Log-Posterior: 95483.6 Step Size: -50485.51827 Smoothing Hyper-parameters: 0.091116 0.074781 0.068970 0.164481 0.098713 0.211224 0.124224 Expected Total MS Cnt: 1.56981 Backgound Scale: 1.00506. ITERATION NUMBER 346. Current Log-Posterior: 187121 Step Size: 91637.86203 Smoothing Hyper-parameters: 0.323703 0.164014 0.200046 0.083449 0.166237 0.116546 0.235198 Expected Total MS Cnt: 3.37019 Backgound Scale: 1.00021. ITERATION NUMBER 347. Current Log-Posterior: 67824.6 Step Size: -119296.8403 Smoothing Hyper-parameters: 0.074311 0.089622 0.254551 0.153104 0.232261 0.143895 0.293267 Expected Total MS Cnt: 6.67066 Backgound Scale: 0.996823. ITERATION NUMBER 348. Current Log-Posterior: 203519 Step Size: 135693.9955 Smoothing Hyper-parameters: 0.134494 0.109663 0.221490 0.071991 0.080657 0.182176 0.135935 Expected Total MS Cnt: 3.92635 Backgound Scale: 1.00695. ITERATION NUMBER 349. Current Log-Posterior: 128770 Step Size: -74748.59491 Smoothing Hyper-parameters: 0.103683 0.142593 0.092555 0.085984 0.288250 0.204682 0.169306 Expected Total MS Cnt: 3.71138 Backgound Scale: 0.992763. ITERATION NUMBER 350. Current Log-Posterior: 154011 Step Size: 25240.53328 Smoothing Hyper-parameters: 0.042572 0.107559 0.188077 0.398558 0.224334 0.273467 0.137793 Expected Total MS Cnt: 6.8079 Backgound Scale: 0.996063. ITERATION NUMBER 351. Current Log-Posterior: 326084 Step Size: 172073.8758 Smoothing Hyper-parameters: 0.064632 0.154261 0.251977 0.130361 0.086082 0.151972 0.058809 Expected Total MS Cnt: 4.63001 Backgound Scale: 0.99287. ITERATION NUMBER 352. Current Log-Posterior: 216676 Step Size: -109408.8283 Smoothing Hyper-parameters: 0.057971 0.232642 0.185871 0.214558 0.164016 0.183467 0.158025 Expected Total MS Cnt: 0.431476 Backgound Scale: 1.00835. ITERATION NUMBER 353. Current Log-Posterior: 230088 Step Size: 13412.27911 Smoothing Hyper-parameters: 0.156281 0.191066 0.088541 0.123504 0.111017 0.168256 0.202127 Expected Total MS Cnt: 2.36565 Backgound Scale: 1.00092. ITERATION NUMBER 354. Current Log-Posterior: 109504 Step Size: -120583.723 Smoothing Hyper-parameters: 0.057960 0.146103 0.167895 0.185864 0.045482 0.177208 0.167172 Expected Total MS Cnt: 1.42379 Backgound Scale: 1.00273. ITERATION NUMBER 355. Current Log-Posterior: 239332 Step Size: 129827.7274 Smoothing Hyper-parameters: 0.098850 0.281499 0.174659 0.076156 0.211386 0.106136 0.304515 Expected Total MS Cnt: 0.755427 Backgound Scale: 1.01034. ITERATION NUMBER 356. Current Log-Posterior: 142616 Step Size: -96715.43716 Smoothing Hyper-parameters: 0.094855 0.062069 0.160012 0.108071 0.270763 0.267330 0.132978 Expected Total MS Cnt: 1.66649 Backgound Scale: 1.01256. ITERATION NUMBER 357. Current Log-Posterior: 185084 Step Size: 42467.91401 Smoothing Hyper-parameters: 0.092097 0.160578 0.172111 0.215958 0.143049 0.341869 0.142780 Expected Total MS Cnt: 2.03935 Backgound Scale: 0.996645. ITERATION NUMBER 358. Current Log-Posterior: 163631 Step Size: -21453.42651 Smoothing Hyper-parameters: 0.058983 0.032139 0.253323 0.093339 0.226964 0.177501 0.063769 Expected Total MS Cnt: 4.51339 Backgound Scale: 1.00901. ITERATION NUMBER 359. Current Log-Posterior: 311623 Step Size: 147992.5376 Smoothing Hyper-parameters: 0.108790 0.263992 0.138101 0.093445 0.195846 0.278906 0.325306 Expected Total MS Cnt: 4.02897 Backgound Scale: 1.00072. ITERATION NUMBER 360. Current Log-Posterior: 135419 Step Size: -176204.7378 Smoothing Hyper-parameters: 0.205248 0.277739 0.202127 0.298491 0.193789 0.083263 0.186748 Expected Total MS Cnt: 4.30408 Backgound Scale: 0.989464. ITERATION NUMBER 361. Current Log-Posterior: 80495.9 Step Size: -54922.87752 Smoothing Hyper-parameters: 0.105172 0.061858 0.112964 0.208165 0.114182 0.068616 0.186911 Expected Total MS Cnt: 2.50441 Backgound Scale: 1.00956. ITERATION NUMBER 362. Current Log-Posterior: 174954 Step Size: 94457.73088 Smoothing Hyper-parameters: 0.209457 0.217676 0.249268 0.004080 0.089414 0.185649 0.315483 Expected Total MS Cnt: 2.445 Backgound Scale: 1.01221. ITERATION NUMBER 363. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.022342 0.214249 0.181997 0.230306 0.128777 0.144605 0.171764 Expected Total MS Cnt: 5.6697 Backgound Scale: 1.00272. ITERATION NUMBER 364. Current Log-Posterior: 567111 Step Size: -inf Smoothing Hyper-parameters: 0.029729 0.311818 0.349699 0.063672 0.130035 0.205556 0.110583 Expected Total MS Cnt: 7.19552 Backgound Scale: 1.01425. ITERATION NUMBER 365. Current Log-Posterior: 424040 Step Size: -143071.4525 Smoothing Hyper-parameters: 0.192516 0.093315 0.224885 0.124944 0.361084 0.249819 0.171528 Expected Total MS Cnt: 3.55409 Backgound Scale: 1.0119. ITERATION NUMBER 366. Current Log-Posterior: 105180 Step Size: -318860.422 Smoothing Hyper-parameters: 0.062297 0.193840 0.210159 0.218089 0.182333 0.059465 0.239127 Expected Total MS Cnt: 3.06724 Backgound Scale: 1.00375. ITERATION NUMBER 367. Current Log-Posterior: 218901 Step Size: 113721.5511 Smoothing Hyper-parameters: 0.122876 0.101103 0.065306 0.127542 0.142095 0.171744 0.255397 Expected Total MS Cnt: 8.69401 Backgound Scale: 1.00838. ITERATION NUMBER 368. Current Log-Posterior: 147411 Step Size: -71489.73184 Smoothing Hyper-parameters: 0.219256 0.078523 0.185999 0.083112 0.199609 0.172743 0.229270 Expected Total MS Cnt: 4.32934 Backgound Scale: 1.00143. ITERATION NUMBER 369. Current Log-Posterior: 106000 Step Size: -41411.42702 Smoothing Hyper-parameters: 0.244855 0.140566 0.050185 0.166734 0.095638 0.178951 0.223953 Expected Total MS Cnt: 3.49513 Backgound Scale: 0.992193. ITERATION NUMBER 370. Current Log-Posterior: 93734.3 Step Size: -12265.66437 Smoothing Hyper-parameters: 0.145882 0.101546 0.154504 0.162291 0.180460 0.175792 0.263865 Expected Total MS Cnt: 3.27473 Backgound Scale: 1.00315. ITERATION NUMBER 371. Current Log-Posterior: 124850 Step Size: 31116.1459 Smoothing Hyper-parameters: 0.033047 0.136403 0.159979 0.254652 0.170613 0.062134 0.184757 Expected Total MS Cnt: 5.36547 Backgound Scale: 1.01426. ITERATION NUMBER 372. Current Log-Posterior: 399653 Step Size: 274802.9985 Smoothing Hyper-parameters: 0.059925 0.156821 0.217726 0.127776 0.171378 0.138041 0.207219 Expected Total MS Cnt: 1.53549 Backgound Scale: 1.00774. ITERATION NUMBER 373. Current Log-Posterior: 230735 Step Size: -168918.4705 Smoothing Hyper-parameters: 0.336285 0.146615 0.187625 0.123407 0.092554 0.133617 0.137874 Expected Total MS Cnt: 5.19378 Backgound Scale: 0.997479. ITERATION NUMBER 374. Current Log-Posterior: 68954.6 Step Size: -161780.3586 Smoothing Hyper-parameters: 0.135440 0.200456 0.150659 0.288614 0.151638 0.084978 0.146102 Expected Total MS Cnt: 5.16946 Backgound Scale: 0.995715. ITERATION NUMBER 375. Current Log-Posterior: 114888 Step Size: 45933.47347 Smoothing Hyper-parameters: 0.138663 0.021781 0.249159 0.111886 0.167149 0.239515 0.204032 Expected Total MS Cnt: 1.66349 Backgound Scale: 1.00752. ITERATION NUMBER 376. Current Log-Posterior: 236010 Step Size: 121121.9432 Smoothing Hyper-parameters: 0.260088 0.102810 0.139751 0.122109 0.242198 0.294260 0.253183 Expected Total MS Cnt: 2.98148 Backgound Scale: 0.991219. ITERATION NUMBER 377. Current Log-Posterior: 88489 Step Size: -147521.0018 Smoothing Hyper-parameters: 0.044049 0.265310 0.059334 0.092060 0.115976 0.065806 0.312218 Expected Total MS Cnt: 1.72816 Backgound Scale: 0.995266. ITERATION NUMBER 378. Current Log-Posterior: 303551 Step Size: 215062.4381 Smoothing Hyper-parameters: 0.237839 0.092034 0.136658 0.069676 0.020569 0.180095 0.223662 Expected Total MS Cnt: 2.62608 Backgound Scale: 0.997587. ITERATION NUMBER 379. Current Log-Posterior: 99828.6 Step Size: -203722.857 Smoothing Hyper-parameters: 0.126706 0.247712 0.068740 0.168326 0.194905 0.298876 0.222535 Expected Total MS Cnt: 0.805856 Backgound Scale: 1.00283. ITERATION NUMBER 380. Current Log-Posterior: 125284 Step Size: 25455.65464 Smoothing Hyper-parameters: 0.204293 0.277829 0.297997 0.274630 0.147456 0.030658 0.190217 Expected Total MS Cnt: 1.39758 Backgound Scale: 0.997146. ITERATION NUMBER 381. Current Log-Posterior: 80526.3 Step Size: -44758.01318 Smoothing Hyper-parameters: 0.048952 0.108802 0.113508 0.150618 0.173985 0.194276 0.061511 Expected Total MS Cnt: 1.12275 Backgound Scale: 1.01105. ITERATION NUMBER 382. Current Log-Posterior: 286937 Step Size: 206410.7715 Smoothing Hyper-parameters: 0.114203 0.213423 0.084924 0.132020 0.153491 0.211140 0.188641 Expected Total MS Cnt: 0.211022 Backgound Scale: 1.00355. ITERATION NUMBER 383. Current Log-Posterior: 134943 Step Size: -151993.9887 Smoothing Hyper-parameters: 0.138322 0.182205 0.111352 0.242709 0.268569 0.188073 0.161637 Expected Total MS Cnt: 2.25717 Backgound Scale: 1.01648. ITERATION NUMBER 384. Current Log-Posterior: 116583 Step Size: -18359.75062 Smoothing Hyper-parameters: 0.065793 0.219313 0.063153 0.196553 0.106455 0.073829 0.113661 Expected Total MS Cnt: 1.44347 Backgound Scale: 0.992655. ITERATION NUMBER 385. Current Log-Posterior: 214614 Step Size: 98030.60402 Smoothing Hyper-parameters: 0.138255 0.063062 0.127629 0.121664 0.246619 0.315029 0.170873 Expected Total MS Cnt: 1.7359 Backgound Scale: 1.00894. ITERATION NUMBER 386. Current Log-Posterior: 145842 Step Size: -68771.61945 Smoothing Hyper-parameters: 0.282433 0.070316 0.163718 0.087624 0.246619 0.182216 0.176501 Expected Total MS Cnt: 1.37673 Backgound Scale: 0.992215. ITERATION NUMBER 387. Current Log-Posterior: 98955.4 Step Size: -46886.88407 Smoothing Hyper-parameters: 0.182996 0.140451 0.081850 0.038973 0.053425 0.231314 0.057509 Expected Total MS Cnt: 2.17143 Backgound Scale: 1.00459. ITERATION NUMBER 388. Current Log-Posterior: 108078 Step Size: 9122.51892 Smoothing Hyper-parameters: 0.149051 0.165805 0.075293 0.239014 0.234451 0.097606 0.253323 Expected Total MS Cnt: 4.8618 Backgound Scale: 1.00809. ITERATION NUMBER 389. Current Log-Posterior: 117180 Step Size: 9101.851042 Smoothing Hyper-parameters: 0.154084 0.145417 0.053199 0.268075 0.205775 0.245673 0.142312 Expected Total MS Cnt: 2.32188 Backgound Scale: 1.01419. ITERATION NUMBER 390. Current Log-Posterior: 118224 Step Size: 1044.332242 Smoothing Hyper-parameters: 0.130258 0.119556 0.093800 0.099863 0.259112 0.195589 0.135593 Expected Total MS Cnt: 2.2626 Backgound Scale: 0.99158. ITERATION NUMBER 391. Current Log-Posterior: 132660 Step Size: 14435.63864 Smoothing Hyper-parameters: 0.043022 0.235911 0.114157 0.201099 0.224117 0.198236 0.114133 Expected Total MS Cnt: 6.48187 Backgound Scale: 0.999112. ITERATION NUMBER 392. Current Log-Posterior: 308980 Step Size: 176320.6997 Smoothing Hyper-parameters: 0.380411 0.099498 0.114429 0.117560 0.285065 0.288342 0.285441 Expected Total MS Cnt: 10.1095 Backgound Scale: 0.999226. ITERATION NUMBER 393. Current Log-Posterior: 76011.8 Step Size: -232968.6012 Smoothing Hyper-parameters: 0.273555 0.110748 0.316043 0.119862 0.230432 0.161645 0.131991 Expected Total MS Cnt: 15.1774 Backgound Scale: 0.996725. ITERATION NUMBER 394. Current Log-Posterior: 82213.4 Step Size: 6201.579421 Smoothing Hyper-parameters: 0.264982 0.181965 0.226401 0.117812 0.041530 0.187824 0.062833 Expected Total MS Cnt: 10.4166 Backgound Scale: 1.00125. ITERATION NUMBER 395. Current Log-Posterior: 73933.6 Step Size: -8279.782618 Smoothing Hyper-parameters: 0.206017 0.097654 0.196400 0.023112 0.200600 0.236737 0.189262 Expected Total MS Cnt: 13.3449 Backgound Scale: 0.987567. ITERATION NUMBER 396. Current Log-Posterior: 107240 Step Size: 33306.43003 Smoothing Hyper-parameters: 0.114219 0.242325 0.303122 0.063414 0.217603 0.238357 0.072440 Expected Total MS Cnt: 15.4976 Backgound Scale: 1.00124. ITERATION NUMBER 397. Current Log-Posterior: 128967 Step Size: 21726.80354 Smoothing Hyper-parameters: 0.182974 0.191401 0.114759 0.130002 0.186114 0.085245 0.180325 Expected Total MS Cnt: 12.1039 Backgound Scale: 0.988093. ITERATION NUMBER 398. Current Log-Posterior: 95523.9 Step Size: -33442.94873 Smoothing Hyper-parameters: 0.181865 0.150315 0.205843 0.098983 0.131263 0.203050 0.248754 Expected Total MS Cnt: 9.92372 Backgound Scale: 0.997193. ITERATION NUMBER 399. Current Log-Posterior: 97711.3 Step Size: 2187.395153 Smoothing Hyper-parameters: 0.189236 0.182295 0.098695 0.169750 0.131809 0.211717 0.213468 Expected Total MS Cnt: 11.5059 Backgound Scale: 0.995662. ITERATION NUMBER 400. Current Log-Posterior: 94520.6 Step Size: -3190.739546 Smoothing Hyper-parameters: 0.165697 0.261533 0.210359 0.128379 0.158063 0.230139 0.136864 Expected Total MS Cnt: 6.05645 Backgound Scale: 1.01083. ITERATION NUMBER 401. Current Log-Posterior: 95848.3 Step Size: 1327.752929 Smoothing Hyper-parameters: 0.169031 0.168748 0.048585 0.104254 0.141810 0.187526 0.198697 Expected Total MS Cnt: 5.99448 Backgound Scale: 0.986125. ITERATION NUMBER 402. Current Log-Posterior: 113298 Step Size: 17449.70233 Smoothing Hyper-parameters: 0.157093 0.201354 0.133376 0.040714 0.046120 0.240272 0.198697 Expected Total MS Cnt: 11.4308 Backgound Scale: 0.994868. ITERATION NUMBER 403. Current Log-Posterior: 108938 Step Size: -4359.867837 Smoothing Hyper-parameters: 0.124822 0.055549 0.053389 0.066687 0.074045 0.230937 0.106823 Expected Total MS Cnt: 7.04236 Backgound Scale: 0.999831. ITERATION NUMBER 404. Current Log-Posterior: 174327 Step Size: 65388.90356 Smoothing Hyper-parameters: 0.268243 0.136112 0.127618 0.061716 0.166748 0.081095 0.189286 Expected Total MS Cnt: 8.02922 Backgound Scale: 0.994897. ITERATION NUMBER 405. Current Log-Posterior: 83339.7 Step Size: -90987.35626 Smoothing Hyper-parameters: 0.096175 0.075015 0.183416 0.212221 0.090541 0.075729 0.148026 Expected Total MS Cnt: 5.1039 Backgound Scale: 1.00499. ITERATION NUMBER 406. Current Log-Posterior: 174397 Step Size: 91057.40464 Smoothing Hyper-parameters: 0.125238 0.111268 0.135624 0.169769 0.147994 0.210223 0.294036 Expected Total MS Cnt: 6.58018 Backgound Scale: 0.988283. ITERATION NUMBER 407. Current Log-Posterior: 134614 Step Size: -39783.10369 Smoothing Hyper-parameters: 0.257280 0.089116 0.068232 0.102311 0.069318 0.195600 0.064621 Expected Total MS Cnt: 7.14452 Backgound Scale: 1.00393. ITERATION NUMBER 408. Current Log-Posterior: 101426 Step Size: -33188.31395 Smoothing Hyper-parameters: 0.232447 0.152926 0.039727 0.156288 0.244257 0.090412 0.062487 Expected Total MS Cnt: 6.92351 Backgound Scale: 0.999979. ITERATION NUMBER 409. Current Log-Posterior: 98970.9 Step Size: -2454.810973 Smoothing Hyper-parameters: 0.078602 0.241418 0.199889 0.071003 0.060767 0.123542 0.114020 Expected Total MS Cnt: 4.13426 Backgound Scale: 0.978467. ITERATION NUMBER 410. Current Log-Posterior: 177346 Step Size: 78375.254 Smoothing Hyper-parameters: 0.149527 0.180937 0.141708 0.103728 0.206942 0.254971 0.187870 Expected Total MS Cnt: 9.23934 Backgound Scale: 0.991744. ITERATION NUMBER 411. Current Log-Posterior: 110205 Step Size: -67141.29792 Smoothing Hyper-parameters: 0.073820 0.137058 0.183534 0.182481 0.284920 0.285572 0.163124 Expected Total MS Cnt: 8.44622 Backgound Scale: 0.99773. ITERATION NUMBER 412. Current Log-Posterior: 197731 Step Size: 87526.37932 Smoothing Hyper-parameters: 0.227642 0.169356 0.179316 0.163626 0.289532 0.181792 0.268361 Expected Total MS Cnt: 11.9836 Backgound Scale: 1.00416. ITERATION NUMBER 413. Current Log-Posterior: 82009.8 Step Size: -115721.464 Smoothing Hyper-parameters: 0.115902 0.110137 0.153246 0.078489 0.294441 0.214837 0.141288 Expected Total MS Cnt: 7.85263 Backgound Scale: 1.00037. ITERATION NUMBER 414. Current Log-Posterior: 144196 Step Size: 62186.12726 Smoothing Hyper-parameters: 0.261631 0.040259 0.213659 0.200235 0.148804 0.193717 0.223505 Expected Total MS Cnt: 11.5747 Backgound Scale: 1.00262. ITERATION NUMBER 415. Current Log-Posterior: 130246 Step Size: -13949.61463 Smoothing Hyper-parameters: 0.081563 0.162880 0.178438 0.201767 0.289311 0.244293 0.331488 Expected Total MS Cnt: 7.89732 Backgound Scale: 0.999735. ITERATION NUMBER 416. Current Log-Posterior: 174772 Step Size: 44525.29358 Smoothing Hyper-parameters: 0.146866 0.204054 0.335775 0.165773 0.189279 0.223463 0.174081 Expected Total MS Cnt: 8.01186 Backgound Scale: 0.996474. ITERATION NUMBER 417. Current Log-Posterior: 106914 Step Size: -67857.40317 Smoothing Hyper-parameters: 0.070510 0.194328 0.242316 0.259646 0.177280 0.118109 0.229448 Expected Total MS Cnt: 9.54943 Backgound Scale: 1.01326. ITERATION NUMBER 418. Current Log-Posterior: 194194 Step Size: 87279.97656 Smoothing Hyper-parameters: 0.233918 0.201783 0.125779 0.181243 0.110369 0.292887 0.216688 Expected Total MS Cnt: 9.86906 Backgound Scale: 1.00461. ITERATION NUMBER 419. Current Log-Posterior: 79863.6 Step Size: -114330.5283 Smoothing Hyper-parameters: 0.135150 0.208057 0.112018 0.220303 0.226869 0.100012 0.125866 Expected Total MS Cnt: 11.3854 Backgound Scale: 1.01241. ITERATION NUMBER 420. Current Log-Posterior: 116877 Step Size: 37013.04827 Smoothing Hyper-parameters: 0.293304 0.121672 0.052370 0.073617 0.111523 0.142647 0.121465 Expected Total MS Cnt: 5.03357 Backgound Scale: 0.994643. ITERATION NUMBER 421. Current Log-Posterior: 89803.8 Step Size: -27072.81455 Smoothing Hyper-parameters: 0.354566 0.285986 0.117268 0.109846 0.135852 0.043280 0.082134 Expected Total MS Cnt: 2.46264 Backgound Scale: 0.99631. ITERATION NUMBER 422. Current Log-Posterior: 59513.1 Step Size: -30290.77576 Smoothing Hyper-parameters: 0.082903 0.127876 0.098394 0.241565 0.154729 0.149486 0.240943 Expected Total MS Cnt: 2.53997 Backgound Scale: 0.998961. ITERATION NUMBER 423. Current Log-Posterior: 183715 Step Size: 124202.3808 Smoothing Hyper-parameters: 0.052472 0.221518 0.148918 0.172971 0.263211 0.111662 0.214843 Expected Total MS Cnt: 3.73503 Backgound Scale: 0.994178. ITERATION NUMBER 424. Current Log-Posterior: 252058 Step Size: 68342.98882 Smoothing Hyper-parameters: 0.047422 0.321673 0.179781 0.234179 0.194861 0.185457 0.216874 Expected Total MS Cnt: 4.66381 Backgound Scale: 0.989572. ITERATION NUMBER 425. Current Log-Posterior: 273137 Step Size: 21078.50741 Smoothing Hyper-parameters: 0.093722 0.100916 0.170620 0.177801 0.090620 0.073174 0.108586 Expected Total MS Cnt: 3.35681 Backgound Scale: 0.995979. ITERATION NUMBER 426. Current Log-Posterior: 167776 Step Size: -105361.0094 Smoothing Hyper-parameters: 0.169851 0.062096 0.022329 0.158998 0.102631 0.091672 0.140106 Expected Total MS Cnt: 1.24102 Backgound Scale: 1.00897. ITERATION NUMBER 427. Current Log-Posterior: 161334 Step Size: -6442.423093 Smoothing Hyper-parameters: 0.076155 0.103231 0.193294 0.158998 0.209073 0.238642 0.116422 Expected Total MS Cnt: 1.52237 Backgound Scale: 1.00284. ITERATION NUMBER 428. Current Log-Posterior: 198389 Step Size: 37055.0119 Smoothing Hyper-parameters: 0.149678 0.116909 0.164832 0.285518 0.092477 0.129198 0.300846 Expected Total MS Cnt: 9.85377 Backgound Scale: 1.00818. ITERATION NUMBER 429. Current Log-Posterior: 118268 Step Size: -80120.69717 Smoothing Hyper-parameters: 0.082134 0.092696 0.251441 0.181470 0.091301 0.098993 0.235419 Expected Total MS Cnt: 8.66777 Backgound Scale: 0.989047. ITERATION NUMBER 430. Current Log-Posterior: 186307 Step Size: 68039.48555 Smoothing Hyper-parameters: 0.285478 0.198823 0.051068 0.212730 0.147530 0.132647 0.232729 Expected Total MS Cnt: 11.7231 Backgound Scale: 0.998999. ITERATION NUMBER 431. Current Log-Posterior: 80389.1 Step Size: -105918.235 Smoothing Hyper-parameters: 0.164631 0.205937 0.196164 0.082525 0.058792 0.208170 0.204590 Expected Total MS Cnt: 8.65073 Backgound Scale: 1.01873. ITERATION NUMBER 432. Current Log-Posterior: 100378 Step Size: 19988.53795 Smoothing Hyper-parameters: 0.155348 0.200494 0.107666 0.240349 0.130340 0.162070 0.153476 Expected Total MS Cnt: 10.9001 Backgound Scale: 1.0175. ITERATION NUMBER 433. Current Log-Posterior: 106875 Step Size: 6497.474606 Smoothing Hyper-parameters: 0.087292 0.127441 0.229294 0.140838 0.097485 0.135166 0.183456 Expected Total MS Cnt: 6.02364 Backgound Scale: 0.998553. ITERATION NUMBER 434. Current Log-Posterior: 171692 Step Size: 64816.84484 Smoothing Hyper-parameters: 0.170076 0.206878 0.180228 0.215616 0.172966 0.206497 0.190777 Expected Total MS Cnt: 6.83589 Backgound Scale: 0.993142. ITERATION NUMBER 435. Current Log-Posterior: 95778 Step Size: -75913.95965 Smoothing Hyper-parameters: 0.276526 0.174588 0.238675 0.236398 0.302734 0.096287 0.107246 Expected Total MS Cnt: 5.14324 Backgound Scale: 1.00988. ITERATION NUMBER 436. Current Log-Posterior: 70353.8 Step Size: -25424.202 Smoothing Hyper-parameters: 0.196347 0.117184 0.092053 0.175513 0.250279 0.227445 0.021356 Expected Total MS Cnt: 5.16478 Backgound Scale: 0.984979. ITERATION NUMBER 437. Current Log-Posterior: 104033 Step Size: 33679.44285 Smoothing Hyper-parameters: 0.130706 0.194679 0.255197 0.145560 0.162591 0.050221 0.257487 Expected Total MS Cnt: 3.03809 Backgound Scale: 0.997186. ITERATION NUMBER 438. Current Log-Posterior: 116859 Step Size: 12825.34149 Smoothing Hyper-parameters: 0.147880 0.207580 0.088733 0.230024 0.114863 0.111615 0.179768 Expected Total MS Cnt: 5.66572 Backgound Scale: 0.992311. ITERATION NUMBER 439. Current Log-Posterior: 111432 Step Size: -5426.085691 Smoothing Hyper-parameters: 0.076084 0.218369 0.152852 0.087255 0.037641 0.120297 0.042220 Expected Total MS Cnt: 5.39459 Backgound Scale: 0.998118. ITERATION NUMBER 440. Current Log-Posterior: 186751 Step Size: 75318.75094 Smoothing Hyper-parameters: 0.089014 0.006020 0.035648 0.016609 0.234920 0.235725 0.273600 Expected Total MS Cnt: 4.12002 Backgound Scale: 0.994993. ITERATION NUMBER 441. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.175810 0.069259 0.037108 0.111264 0.170311 0.030254 0.157648 Expected Total MS Cnt: 6.41872 Backgound Scale: 0.984844. ITERATION NUMBER 442. Current Log-Posterior: 138429 Step Size: -inf Smoothing Hyper-parameters: 0.121274 0.202679 0.206415 0.035926 0.160244 0.280388 0.217944 Expected Total MS Cnt: 7.28761 Backgound Scale: 1.00104. ITERATION NUMBER 443. Current Log-Posterior: 129719 Step Size: -8710.011555 Smoothing Hyper-parameters: 0.133298 0.235162 0.192186 0.194586 0.209670 0.216257 0.099029 Expected Total MS Cnt: 4.90022 Backgound Scale: 1.00545. ITERATION NUMBER 444. Current Log-Posterior: 114413 Step Size: -15305.3493 Smoothing Hyper-parameters: 0.268184 0.170875 0.108836 0.285848 0.195115 0.113932 0.228870 Expected Total MS Cnt: 5.16848 Backgound Scale: 0.999927. ITERATION NUMBER 445. Current Log-Posterior: 76420.3 Step Size: -37992.94149 Smoothing Hyper-parameters: 0.093537 0.080763 0.213410 0.303036 0.168046 0.060494 0.145740 Expected Total MS Cnt: 7.54247 Backgound Scale: 1.00992. ITERATION NUMBER 446. Current Log-Posterior: 174771 Step Size: 98350.29759 Smoothing Hyper-parameters: 0.233261 0.133028 0.218009 0.232926 0.186604 0.212935 0.173253 Expected Total MS Cnt: 9.07521 Backgound Scale: 1.00631. ITERATION NUMBER 447. Current Log-Posterior: 84655.6 Step Size: -90115.00067 Smoothing Hyper-parameters: 0.061674 0.052406 0.251738 0.296897 0.112630 0.031658 0.176553 Expected Total MS Cnt: 5.54387 Backgound Scale: 0.981718. ITERATION NUMBER 448. Current Log-Posterior: 257008 Step Size: 172352.8243 Smoothing Hyper-parameters: 0.138177 0.148424 0.271321 0.120634 0.128195 0.191095 0.152219 Expected Total MS Cnt: 6.96504 Backgound Scale: 1.00152. ITERATION NUMBER 449. Current Log-Posterior: 116973 Step Size: -140035.0293 Smoothing Hyper-parameters: 0.109221 0.219711 0.145522 0.282627 0.159511 0.137327 0.213630 Expected Total MS Cnt: 7.26446 Backgound Scale: 1.01614. ITERATION NUMBER 450. Current Log-Posterior: 135614 Step Size: 18640.32249 Smoothing Hyper-parameters: 0.035028 0.243805 0.127549 0.175314 0.096356 0.118704 0.186982 Expected Total MS Cnt: 4.6351 Backgound Scale: 0.998967. ITERATION NUMBER 451. Current Log-Posterior: 367430 Step Size: 231816.743 Smoothing Hyper-parameters: 0.126567 0.072471 0.173242 0.176632 0.168546 0.122988 0.109417 Expected Total MS Cnt: 5.41393 Backgound Scale: 0.9939. ITERATION NUMBER 452. Current Log-Posterior: 148735 Step Size: -218695.0654 Smoothing Hyper-parameters: 0.204697 0.244544 0.057925 0.086070 0.227323 0.099248 0.128418 Expected Total MS Cnt: 3.77126 Backgound Scale: 1.01202. ITERATION NUMBER 453. Current Log-Posterior: 93093.3 Step Size: -55642.05881 Smoothing Hyper-parameters: 0.207025 0.224191 0.282210 0.135827 0.162128 0.143866 0.139123 Expected Total MS Cnt: 0.725081 Backgound Scale: 0.997076. ITERATION NUMBER 454. Current Log-Posterior: 82443.4 Step Size: -10649.94752 Smoothing Hyper-parameters: 0.064242 0.046395 0.114148 0.028145 0.162084 0.201904 0.190569 Expected Total MS Cnt: 2.00626 Backgound Scale: 0.995763. ITERATION NUMBER 455. Current Log-Posterior: 268404 Step Size: 185960.9382 Smoothing Hyper-parameters: 0.169016 0.061450 0.106922 0.119375 0.170443 0.117619 0.269165 Expected Total MS Cnt: 6.25541 Backgound Scale: 1.00594. ITERATION NUMBER 456. Current Log-Posterior: 134193 Step Size: -134211.7402 Smoothing Hyper-parameters: 0.053984 0.037081 0.167591 0.128692 0.313180 0.112348 0.178994 Expected Total MS Cnt: 3.67589 Backgound Scale: 1.00282. ITERATION NUMBER 457. Current Log-Posterior: 319041 Step Size: 184848.2131 Smoothing Hyper-parameters: 0.070725 0.253026 0.102622 0.131950 0.173506 0.199824 0.013143 Expected Total MS Cnt: 2.99789 Backgound Scale: 1.0101. ITERATION NUMBER 458. Current Log-Posterior: 196218 Step Size: -122822.9422 Smoothing Hyper-parameters: 0.162703 0.168869 0.171354 0.174791 0.094920 0.181813 0.197208 Expected Total MS Cnt: 3.91981 Backgound Scale: 1.00369. ITERATION NUMBER 459. Current Log-Posterior: 103040 Step Size: -93177.93535 Smoothing Hyper-parameters: 0.167419 0.265933 0.249574 0.170571 0.095563 0.071901 0.182590 Expected Total MS Cnt: 6.94774 Backgound Scale: 0.988139. ITERATION NUMBER 460. Current Log-Posterior: 92828 Step Size: -10211.86079 Smoothing Hyper-parameters: 0.097473 0.190648 0.196697 0.245199 0.267427 0.075053 0.178101 Expected Total MS Cnt: 1.87617 Backgound Scale: 1.00721. ITERATION NUMBER 461. Current Log-Posterior: 150506 Step Size: 57677.71244 Smoothing Hyper-parameters: 0.280315 0.079808 0.212382 0.162956 0.242121 0.160321 0.167734 Expected Total MS Cnt: 0.936962 Backgound Scale: 1.00812. ITERATION NUMBER 462. Current Log-Posterior: 91447.3 Step Size: -59058.42215 Smoothing Hyper-parameters: 0.216344 0.160745 0.094746 0.281825 0.229489 0.267762 0.167734 Expected Total MS Cnt: 1.85491 Backgound Scale: 1.00779. ITERATION NUMBER 463. Current Log-Posterior: 88428.7 Step Size: -3018.588408 Smoothing Hyper-parameters: 0.071893 0.310219 0.128791 0.151797 0.209520 0.159667 0.110171 Expected Total MS Cnt: 4.35664 Backgound Scale: 0.99819. ITERATION NUMBER 464. Current Log-Posterior: 189745 Step Size: 101316.1362 Smoothing Hyper-parameters: 0.157731 0.208630 0.258947 0.266977 0.359629 0.345673 0.272063 Expected Total MS Cnt: 3.08666 Backgound Scale: 0.986718. ITERATION NUMBER 465. Current Log-Posterior: 99818.5 Step Size: -89926.31746 Smoothing Hyper-parameters: 0.095400 0.127085 0.076687 0.309715 0.090311 0.054826 0.301663 Expected Total MS Cnt: 3.36879 Backgound Scale: 0.984359. ITERATION NUMBER 466. Current Log-Posterior: 164046 Step Size: 64227.70794 Smoothing Hyper-parameters: 0.143886 0.269918 0.270653 0.056844 0.019706 0.102986 0.222313 Expected Total MS Cnt: 2.62431 Backgound Scale: 1.00094. ITERATION NUMBER 467. Current Log-Posterior: 108534 Step Size: -55512.53758 Smoothing Hyper-parameters: 0.156278 0.004993 0.197621 0.040798 0.279499 0.126659 0.285241 Expected Total MS Cnt: 4.52705 Backgound Scale: 1.00522. ITERATION NUMBER 468. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.073172 0.038599 0.173978 0.144092 0.027255 0.216731 0.227089 Expected Total MS Cnt: 4.54752 Backgound Scale: 1.01498. ITERATION NUMBER 469. Current Log-Posterior: 256673 Step Size: -inf Smoothing Hyper-parameters: 0.099806 0.098877 0.182556 0.114102 0.259163 0.178548 0.227552 Expected Total MS Cnt: 3.90828 Backgound Scale: 0.998732. ITERATION NUMBER 470. Current Log-Posterior: 162379 Step Size: -94294.3021 Smoothing Hyper-parameters: 0.060140 0.207351 0.107494 0.100131 0.056444 0.127495 0.078017 Expected Total MS Cnt: 10.7099 Backgound Scale: 0.994785. ITERATION NUMBER 471. Current Log-Posterior: 227693 Step Size: 65314.28366 Smoothing Hyper-parameters: 0.241491 0.158396 0.044710 0.141014 0.097885 0.219099 0.235611 Expected Total MS Cnt: 3.8495 Backgound Scale: 0.999738. ITERATION NUMBER 472. Current Log-Posterior: 95529.3 Step Size: -132163.935 Smoothing Hyper-parameters: 0.282825 0.186832 0.204824 0.285927 0.216855 0.248818 0.117281 Expected Total MS Cnt: 5.60688 Backgound Scale: 0.992961. ITERATION NUMBER 473. Current Log-Posterior: 69305.9 Step Size: -26223.33707 Smoothing Hyper-parameters: 0.210222 0.266203 0.142886 0.239160 0.272349 0.065618 0.141574 Expected Total MS Cnt: 2.33347 Backgound Scale: 1.00317. ITERATION NUMBER 474. Current Log-Posterior: 81543.7 Step Size: 12237.75343 Smoothing Hyper-parameters: 0.160821 0.179054 0.034627 0.262221 0.213169 0.142389 0.135422 Expected Total MS Cnt: 0.728342 Backgound Scale: 1.01534. ITERATION NUMBER 475. Current Log-Posterior: 119603 Step Size: 38059.08104 Smoothing Hyper-parameters: 0.369692 0.067220 0.114442 0.249305 0.126430 0.119397 0.227164 Expected Total MS Cnt: 0.468367 Backgound Scale: 1.01074. ITERATION NUMBER 476. Current Log-Posterior: 89127.9 Step Size: -30474.9016 Smoothing Hyper-parameters: 0.046163 0.040808 0.106337 0.057922 0.139677 0.155224 0.097166 Expected Total MS Cnt: 1.10674 Backgound Scale: 0.992847. ITERATION NUMBER 477. Current Log-Posterior: 353953 Step Size: 264824.7152 Smoothing Hyper-parameters: 0.157015 0.245457 0.194828 0.253193 0.184746 0.191038 0.114331 Expected Total MS Cnt: 0.630021 Backgound Scale: 1.01488. ITERATION NUMBER 478. Current Log-Posterior: 100215 Step Size: -253737.2486 Smoothing Hyper-parameters: 0.333848 0.194378 0.121578 0.181521 0.153494 0.295070 0.271239 Expected Total MS Cnt: 0.360178 Backgound Scale: 1.00505. ITERATION NUMBER 479. Current Log-Posterior: 65482 Step Size: -34733.28266 Smoothing Hyper-parameters: 0.120086 0.260626 0.112899 0.320600 0.131873 0.192369 0.210476 Expected Total MS Cnt: 0.15964 Backgound Scale: 0.999393. ITERATION NUMBER 480. Current Log-Posterior: 124643 Step Size: 59161.25122 Smoothing Hyper-parameters: 0.217801 0.073452 0.101001 0.128120 0.168018 0.307164 0.166567 Expected Total MS Cnt: 0.301521 Backgound Scale: 1.00009. ITERATION NUMBER 481. Current Log-Posterior: 110658 Step Size: -13985.46465 Smoothing Hyper-parameters: 0.098800 0.255652 0.035054 0.143301 0.178685 0.043536 0.072352 Expected Total MS Cnt: 0.336474 Backgound Scale: 0.997976. ITERATION NUMBER 482. Current Log-Posterior: 162864 Step Size: 52206.12039 Smoothing Hyper-parameters: 0.069700 0.018779 0.185298 0.099110 0.176094 0.127950 0.126743 Expected Total MS Cnt: 1.31528 Backgound Scale: 0.984574. ITERATION NUMBER 483. Current Log-Posterior: 341850 Step Size: 178985.8227 Smoothing Hyper-parameters: 0.220086 0.028782 0.194614 0.091896 0.247685 0.150602 0.068220 Expected Total MS Cnt: 3.01909 Backgound Scale: 0.989884. ITERATION NUMBER 484. Current Log-Posterior: 172724 Step Size: -169125.637 Smoothing Hyper-parameters: 0.138237 0.230291 0.141445 0.148283 0.012203 0.248245 0.206245 Expected Total MS Cnt: 0.759981 Backgound Scale: 1.00047. ITERATION NUMBER 485. Current Log-Posterior: 116436 Step Size: -56287.99191 Smoothing Hyper-parameters: 0.052998 0.222978 0.106804 0.103643 0.049038 0.289157 0.087386 Expected Total MS Cnt: 0.169914 Backgound Scale: 0.999052. ITERATION NUMBER 486. Current Log-Posterior: 258712 Step Size: 142275.9297 Smoothing Hyper-parameters: 0.126014 0.122159 0.254363 0.246906 0.140151 0.211369 0.211247 Expected Total MS Cnt: 0.0505371 Backgound Scale: 1.00871. ITERATION NUMBER 487. Current Log-Posterior: 129522 Step Size: -129190.2636 Smoothing Hyper-parameters: 0.220019 0.268386 0.264097 0.177387 0.232998 0.100228 0.015720 Expected Total MS Cnt: 5.01348 Backgound Scale: 1.00449. ITERATION NUMBER 488. Current Log-Posterior: 75770.7 Step Size: -53751.11993 Smoothing Hyper-parameters: 0.087584 0.125299 0.196375 0.197337 0.153991 0.105769 0.128905 Expected Total MS Cnt: 0.590264 Backgound Scale: 1.00269. ITERATION NUMBER 489. Current Log-Posterior: 168830 Step Size: 93059.24313 Smoothing Hyper-parameters: 0.062639 0.272232 0.174077 0.177959 0.266513 0.181874 0.147662 Expected Total MS Cnt: 0.140549 Backgound Scale: 1.01116. ITERATION NUMBER 490. Current Log-Posterior: 211238 Step Size: 42407.87084 Smoothing Hyper-parameters: 0.036287 0.025750 0.270962 0.146737 0.254617 0.126830 0.100571 Expected Total MS Cnt: 1.20597 Backgound Scale: 0.999846. ITERATION NUMBER 491. Current Log-Posterior: 465258 Step Size: 254020.6757 Smoothing Hyper-parameters: 0.153828 0.187898 0.165704 0.170814 0.132034 0.253631 0.189544 Expected Total MS Cnt: 1.82089 Backgound Scale: 0.997773. ITERATION NUMBER 492. Current Log-Posterior: 106234 Step Size: -359024.7722 Smoothing Hyper-parameters: 0.195082 0.240433 0.117196 0.087971 0.133198 0.165052 0.210827 Expected Total MS Cnt: 0.460404 Backgound Scale: 0.991002. ITERATION NUMBER 493. Current Log-Posterior: 89634.8 Step Size: -16598.88532 Smoothing Hyper-parameters: 0.171673 0.053838 0.096111 0.149994 0.157849 0.112925 0.133466 Expected Total MS Cnt: 1.64848 Backgound Scale: 1.00673. ITERATION NUMBER 494. Current Log-Posterior: 141708 Step Size: 52073.27313 Smoothing Hyper-parameters: 0.180074 0.188223 0.149355 0.114530 0.286802 0.089008 0.207830 Expected Total MS Cnt: 1.26363 Backgound Scale: 1.00328. ITERATION NUMBER 495. Current Log-Posterior: 95863.9 Step Size: -45844.17951 Smoothing Hyper-parameters: 0.171949 0.137759 0.169336 0.222048 0.024437 0.316546 0.066301 Expected Total MS Cnt: 0.769293 Backgound Scale: 1.00892. ITERATION NUMBER 496. Current Log-Posterior: 103840 Step Size: 7975.882826 Smoothing Hyper-parameters: 0.096942 0.370542 0.167538 0.124659 0.145502 0.237115 0.101443 Expected Total MS Cnt: 1.32131 Backgound Scale: 1.01022. ITERATION NUMBER 497. Current Log-Posterior: 145700 Step Size: 41860.03291 Smoothing Hyper-parameters: 0.171780 0.195308 0.054830 0.196692 0.081811 0.152665 0.045205 Expected Total MS Cnt: 0.665563 Backgound Scale: 1.01368. ITERATION NUMBER 498. Current Log-Posterior: 106452 Step Size: -39247.80107 Smoothing Hyper-parameters: 0.062694 0.163824 0.177312 0.201609 0.204352 0.126387 0.173530 Expected Total MS Cnt: 0.240597 Backgound Scale: 1.00157. ITERATION NUMBER 499. Current Log-Posterior: 222151 Step Size: 115699.1288 Smoothing Hyper-parameters: 0.214476 0.006579 0.328489 0.146573 0.265969 0.360465 0.074831 Expected Total MS Cnt: 0.281244 Backgound Scale: 1.00066. ITERATION NUMBER 500. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.182153 0.196956 0.357176 0.158335 0.144474 0.253816 0.265312 Expected Total MS Cnt: 0.44291 Backgound Scale: 0.990903. ITERATION NUMBER 501. Current Log-Posterior: 90825.6 Step Size: -inf Smoothing Hyper-parameters: 0.239685 0.169778 0.044703 0.117808 0.215533 0.065396 0.150996 Expected Total MS Cnt: 2.47913 Backgound Scale: 0.998284. ITERATION NUMBER 502. Current Log-Posterior: 92718.9 Step Size: 1893.348442 Smoothing Hyper-parameters: 0.120616 0.103254 0.300667 0.215614 0.144060 0.219196 0.177995 Expected Total MS Cnt: 1.29462 Backgound Scale: 1.01157. ITERATION NUMBER 503. Current Log-Posterior: 137765 Step Size: 45045.62722 Smoothing Hyper-parameters: 0.099507 0.185503 0.118892 0.273383 0.107659 0.152955 0.263299 Expected Total MS Cnt: 1.65044 Backgound Scale: 0.99584. ITERATION NUMBER 504. Current Log-Posterior: 150511 Step Size: 12746.70954 Smoothing Hyper-parameters: 0.230907 0.196112 0.088528 0.181300 0.172161 0.008687 0.083001 Expected Total MS Cnt: 0.832076 Backgound Scale: 1.0054. ITERATION NUMBER 505. Current Log-Posterior: 84860.6 Step Size: -65650.68354 Smoothing Hyper-parameters: 0.257786 0.278300 0.198884 0.182990 0.150228 0.057891 0.218736 Expected Total MS Cnt: 1.04882 Backgound Scale: 0.988138. ITERATION NUMBER 506. Current Log-Posterior: 68976.9 Step Size: -15883.68694 Smoothing Hyper-parameters: 0.077753 0.221854 0.198884 0.066061 0.034488 0.089373 0.051168 Expected Total MS Cnt: 2.87441 Backgound Scale: 1.00764. ITERATION NUMBER 507. Current Log-Posterior: 181314 Step Size: 112336.956 Smoothing Hyper-parameters: 0.115402 0.161754 0.190156 0.131999 0.235301 0.199015 0.197316 Expected Total MS Cnt: 2.02764 Backgound Scale: 0.992028. ITERATION NUMBER 508. Current Log-Posterior: 134201 Step Size: -47112.6078 Smoothing Hyper-parameters: 0.122670 0.031024 0.074164 0.132711 0.223213 0.145028 0.054970 Expected Total MS Cnt: 4.51457 Backgound Scale: 1.00347. ITERATION NUMBER 509. Current Log-Posterior: 216193 Step Size: 81992.03273 Smoothing Hyper-parameters: 0.337391 0.261874 0.295797 0.207354 0.173871 0.136592 0.150167 Expected Total MS Cnt: 4.62674 Backgound Scale: 1.00419. ITERATION NUMBER 510. Current Log-Posterior: 57369.2 Step Size: -158824.0381 Smoothing Hyper-parameters: 0.184092 0.410689 0.054917 0.078928 0.025054 0.061025 0.087909 Expected Total MS Cnt: 3.04522 Backgound Scale: 0.995904. ITERATION NUMBER 511. Current Log-Posterior: 95819.9 Step Size: 38450.63032 Smoothing Hyper-parameters: 0.102478 0.162752 0.205612 0.168933 0.082391 0.169223 0.140985 Expected Total MS Cnt: 4.85602 Backgound Scale: 1.00106. ITERATION NUMBER 512. Current Log-Posterior: 146708 Step Size: 50888.17586 Smoothing Hyper-parameters: 0.193668 0.134452 0.182918 0.170444 0.070933 0.231359 0.084229 Expected Total MS Cnt: 5.12238 Backgound Scale: 0.998723. ITERATION NUMBER 513. Current Log-Posterior: 95794.6 Step Size: -50913.478 Smoothing Hyper-parameters: 0.242129 0.040154 0.167518 0.182130 0.230049 0.269219 0.047375 Expected Total MS Cnt: 4.5758 Backgound Scale: 1.00237. ITERATION NUMBER 514. Current Log-Posterior: 137730 Step Size: 41935.76368 Smoothing Hyper-parameters: 0.157260 0.133656 0.138165 0.117867 0.039004 0.265007 0.141063 Expected Total MS Cnt: 2.23222 Backgound Scale: 0.999102. ITERATION NUMBER 515. Current Log-Posterior: 112916 Step Size: -24814.66138 Smoothing Hyper-parameters: 0.111404 0.166083 0.216863 0.287251 0.126313 0.029083 0.193475 Expected Total MS Cnt: 2.53109 Backgound Scale: 1.01048. ITERATION NUMBER 516. Current Log-Posterior: 135438 Step Size: 22522.41191 Smoothing Hyper-parameters: 0.071469 0.278179 0.109616 0.132375 0.127913 0.165013 0.392427 Expected Total MS Cnt: 5.63831 Backgound Scale: 0.998784. ITERATION NUMBER 517. Current Log-Posterior: 193654 Step Size: 58216.0046 Smoothing Hyper-parameters: 0.178847 0.187324 0.045694 0.145624 0.193871 0.091301 0.286578 Expected Total MS Cnt: 4.69746 Backgound Scale: 1.01236. ITERATION NUMBER 518. Current Log-Posterior: 109251 Step Size: -84403.39 Smoothing Hyper-parameters: 0.028730 0.138780 0.241641 0.095292 0.045607 0.119579 0.137722 Expected Total MS Cnt: 5.22896 Backgound Scale: 1.00492. ITERATION NUMBER 519. Current Log-Posterior: 448815 Step Size: 339564.2801 Smoothing Hyper-parameters: 0.164077 0.114752 0.126081 0.182961 0.176545 0.246053 0.186453 Expected Total MS Cnt: 0.845546 Backgound Scale: 1.01279. ITERATION NUMBER 520. Current Log-Posterior: 112116 Step Size: -336698.865 Smoothing Hyper-parameters: 0.055723 0.081613 0.194299 0.164946 0.193773 0.131216 0.127063 Expected Total MS Cnt: 2.24007 Backgound Scale: 0.99367. ITERATION NUMBER 521. Current Log-Posterior: 260888 Step Size: 148772.2322 Smoothing Hyper-parameters: 0.064247 0.148013 0.172061 0.160508 0.131735 0.258362 0.082824 Expected Total MS Cnt: 1.14316 Backgound Scale: 1.00497. ITERATION NUMBER 522. Current Log-Posterior: 219147 Step Size: -41740.97062 Smoothing Hyper-parameters: 0.137982 0.141176 0.192494 0.214201 0.159513 0.325821 0.178906 Expected Total MS Cnt: 2.26921 Backgound Scale: 0.996017. ITERATION NUMBER 523. Current Log-Posterior: 118065 Step Size: -101082.685 Smoothing Hyper-parameters: 0.107648 0.105374 0.166007 0.221258 0.023746 0.260389 0.216461 Expected Total MS Cnt: 0.376263 Backgound Scale: 1.00191. ITERATION NUMBER 524. Current Log-Posterior: 151892 Step Size: 33827.30016 Smoothing Hyper-parameters: 0.246932 0.040085 0.038477 0.137181 0.215660 0.102819 0.207557 Expected Total MS Cnt: 0.116411 Backgound Scale: 1.00762. ITERATION NUMBER 525. Current Log-Posterior: 152989 Step Size: 1097.320118 Smoothing Hyper-parameters: 0.134390 0.095719 0.083794 0.171519 0.125575 0.168555 0.135385 Expected Total MS Cnt: 0.343201 Backgound Scale: 0.978291. ITERATION NUMBER 526. Current Log-Posterior: 135607 Step Size: -17382.69039 Smoothing Hyper-parameters: 0.096740 0.230828 0.148963 0.109715 0.138756 0.249826 0.135331 Expected Total MS Cnt: 0.466341 Backgound Scale: 1.02149. ITERATION NUMBER 527. Current Log-Posterior: 149945 Step Size: 14338.73474 Smoothing Hyper-parameters: 0.212329 0.102171 0.119087 0.122830 0.069423 0.153900 0.141178 Expected Total MS Cnt: 1.193 Backgound Scale: 1.00584. ITERATION NUMBER 528. Current Log-Posterior: 100466 Step Size: -49478.86937 Smoothing Hyper-parameters: 0.033592 0.058023 0.082250 0.225646 0.173703 0.168438 0.088261 Expected Total MS Cnt: 0.226154 Backgound Scale: 1.0035. ITERATION NUMBER 529. Current Log-Posterior: 431348 Step Size: 330881.9433 Smoothing Hyper-parameters: 0.110587 0.062316 0.132467 0.061598 0.081216 0.050704 0.136322 Expected Total MS Cnt: 0.274948 Backgound Scale: 1.00369. ITERATION NUMBER 530. Current Log-Posterior: 172440 Step Size: -258908.1862 Smoothing Hyper-parameters: 0.128917 0.037729 0.173497 0.137038 0.171866 0.162895 0.233449 Expected Total MS Cnt: 0.953268 Backgound Scale: 1.00661. ITERATION NUMBER 531. Current Log-Posterior: 183958 Step Size: 11518.01668 Smoothing Hyper-parameters: 0.276326 0.127855 0.094519 0.039010 0.113198 0.258801 0.185116 Expected Total MS Cnt: 0.263409 Backgound Scale: 1.00867. ITERATION NUMBER 532. Current Log-Posterior: 86745.4 Step Size: -97212.9084 Smoothing Hyper-parameters: 0.157106 0.181808 0.171459 0.299978 0.064196 0.125094 0.075405 Expected Total MS Cnt: 1.14926 Backgound Scale: 1.02302. ITERATION NUMBER 533. Current Log-Posterior: 105006 Step Size: 18260.99786 Smoothing Hyper-parameters: 0.201261 0.151803 0.228792 0.212038 0.120611 0.145599 0.163016 Expected Total MS Cnt: 0.885317 Backgound Scale: 1.00947. ITERATION NUMBER 534. Current Log-Posterior: 89632.3 Step Size: -15374.00512 Smoothing Hyper-parameters: 0.194276 0.246809 0.335532 0.189953 0.144174 0.121598 0.253577 Expected Total MS Cnt: 1.3732 Backgound Scale: 1.00853. ITERATION NUMBER 535. Current Log-Posterior: 84012.3 Step Size: -5620.09643 Smoothing Hyper-parameters: 0.079399 0.061331 0.072035 0.150449 0.193913 0.199876 0.074280 Expected Total MS Cnt: 0.522419 Backgound Scale: 1.00535. ITERATION NUMBER 536. Current Log-Posterior: 218190 Step Size: 134177.3669 Smoothing Hyper-parameters: 0.248590 0.171517 0.225947 0.035933 0.217172 0.164406 0.065486 Expected Total MS Cnt: 0.0691527 Backgound Scale: 1.0051. ITERATION NUMBER 537. Current Log-Posterior: 80563.3 Step Size: -137626.3225 Smoothing Hyper-parameters: 0.033854 0.094280 0.260113 0.100512 0.225435 0.133090 0.175301 Expected Total MS Cnt: 0.542242 Backgound Scale: 1.01194. ITERATION NUMBER 538. Current Log-Posterior: 402067 Step Size: 321503.347 Smoothing Hyper-parameters: 0.146236 0.288359 0.261592 0.158284 0.093104 0.113597 0.218125 Expected Total MS Cnt: 5.2042 Backgound Scale: 1.00896. ITERATION NUMBER 539. Current Log-Posterior: 102602 Step Size: -299464.3331 Smoothing Hyper-parameters: 0.101122 0.104356 0.183370 0.201712 0.230328 0.177572 0.206611 Expected Total MS Cnt: 3.8041 Backgound Scale: 1.00569. ITERATION NUMBER 540. Current Log-Posterior: 158218 Step Size: 55615.90905 Smoothing Hyper-parameters: 0.112698 0.116626 0.152497 0.134437 0.154788 0.213041 0.113617 Expected Total MS Cnt: 0.407116 Backgound Scale: 1.00657. ITERATION NUMBER 541. Current Log-Posterior: 143386 Step Size: -14832.33545 Smoothing Hyper-parameters: 0.146547 0.203014 0.170459 0.262075 0.057632 0.076831 0.325774 Expected Total MS Cnt: 1.57797 Backgound Scale: 1.00569. ITERATION NUMBER 542. Current Log-Posterior: 109072 Step Size: -34314.127 Smoothing Hyper-parameters: 0.043761 0.240008 0.154719 0.147059 0.197315 0.154463 0.154233 Expected Total MS Cnt: 2.81465 Backgound Scale: 1.00499. ITERATION NUMBER 543. Current Log-Posterior: 299745 Step Size: 190673.0695 Smoothing Hyper-parameters: 0.180760 0.119161 0.186909 0.022918 0.168970 0.151046 0.126841 Expected Total MS Cnt: 2.10457 Backgound Scale: 1.00491. ITERATION NUMBER 544. Current Log-Posterior: 108298 Step Size: -191447.2402 Smoothing Hyper-parameters: 0.084270 0.039502 0.109388 0.304412 0.069690 0.064669 0.288430 Expected Total MS Cnt: 3.37096 Backgound Scale: 1.01561. ITERATION NUMBER 545. Current Log-Posterior: 232718 Step Size: 124420.2129 Smoothing Hyper-parameters: 0.059544 0.113910 0.100749 0.120805 0.281890 0.034193 0.036742 Expected Total MS Cnt: 0.112742 Backgound Scale: 1.00818. ITERATION NUMBER 546. Current Log-Posterior: 243631 Step Size: 10913.24632 Smoothing Hyper-parameters: 0.169308 0.103285 0.105357 0.170937 0.085613 0.277059 0.213693 Expected Total MS Cnt: 0.740598 Backgound Scale: 1.01579. ITERATION NUMBER 547. Current Log-Posterior: 115377 Step Size: -128254.284 Smoothing Hyper-parameters: 0.023922 0.047775 0.196955 0.095757 0.147709 0.200321 0.323422 Expected Total MS Cnt: 1.30464 Backgound Scale: 1.00152. ITERATION NUMBER 548. Current Log-Posterior: 581256 Step Size: 465878.8248 Smoothing Hyper-parameters: 0.097358 0.160850 0.198663 0.030569 0.141275 0.146625 0.094795 Expected Total MS Cnt: 1.54419 Backgound Scale: 1.01514. ITERATION NUMBER 549. Current Log-Posterior: 158062 Step Size: -423193.5765 Smoothing Hyper-parameters: 0.229025 0.178470 0.231011 0.129330 0.129578 0.317564 0.243899 Expected Total MS Cnt: 2.09191 Backgound Scale: 0.995043. ITERATION NUMBER 550. Current Log-Posterior: 81032 Step Size: -77029.99634 Smoothing Hyper-parameters: 0.203501 0.048936 0.171210 0.309449 0.102455 0.165060 0.287676 Expected Total MS Cnt: 5.37096 Backgound Scale: 1.01315. ITERATION NUMBER 551. Current Log-Posterior: 132317 Step Size: 51284.94026 Smoothing Hyper-parameters: 0.137126 0.173716 0.235802 0.162648 0.023802 0.263184 0.223013 Expected Total MS Cnt: 16.6971 Backgound Scale: 1.00399. ITERATION NUMBER 552. Current Log-Posterior: 115019 Step Size: -17298.10166 Smoothing Hyper-parameters: 0.195053 0.115679 0.126651 0.148829 0.109571 0.151014 0.052800 Expected Total MS Cnt: 6.92954 Backgound Scale: 1.02475. ITERATION NUMBER 553. Current Log-Posterior: 100374 Step Size: -14645.34532 Smoothing Hyper-parameters: 0.195970 0.140099 0.254072 0.092666 0.110431 0.310227 0.098967 Expected Total MS Cnt: 4.10624 Backgound Scale: 1.00221. ITERATION NUMBER 554. Current Log-Posterior: 93139.8 Step Size: -7233.745519 Smoothing Hyper-parameters: 0.327581 0.144707 0.142688 0.240482 0.168505 0.174180 0.127005 Expected Total MS Cnt: 5.16872 Backgound Scale: 0.991665. ITERATION NUMBER 555. Current Log-Posterior: 69638.3 Step Size: -23501.41747 Smoothing Hyper-parameters: 0.089685 0.289530 0.234396 0.162828 0.128689 0.277857 0.202328 Expected Total MS Cnt: 2.60183 Backgound Scale: 1.01038. ITERATION NUMBER 556. Current Log-Posterior: 153408 Step Size: 83769.5286 Smoothing Hyper-parameters: 0.205764 0.133311 0.114671 0.274523 0.244530 0.219372 0.214736 Expected Total MS Cnt: 2.3508 Backgound Scale: 1.0206. ITERATION NUMBER 557. Current Log-Posterior: 95159.1 Step Size: -58248.7977 Smoothing Hyper-parameters: 0.136380 0.066471 0.149926 0.155488 0.077045 0.196258 0.321102 Expected Total MS Cnt: 5.43887 Backgound Scale: 1.00043. ITERATION NUMBER 558. Current Log-Posterior: 144822 Step Size: 49662.59522 Smoothing Hyper-parameters: 0.118574 0.201434 0.097515 0.069913 0.109119 0.071459 0.131010 Expected Total MS Cnt: 5.24351 Backgound Scale: 0.992182. ITERATION NUMBER 559. Current Log-Posterior: 132850 Step Size: -11971.5747 Smoothing Hyper-parameters: 0.083314 0.134640 0.156481 0.082065 0.129898 0.381208 0.137561 Expected Total MS Cnt: 4.66576 Backgound Scale: 1.00165. ITERATION NUMBER 560. Current Log-Posterior: 178915 Step Size: 46065.07721 Smoothing Hyper-parameters: 0.266093 0.108225 0.124958 0.181971 0.120910 0.036063 0.267344 Expected Total MS Cnt: 4.85699 Backgound Scale: 1.00328. ITERATION NUMBER 561. Current Log-Posterior: 86816.9 Step Size: -92098.29694 Smoothing Hyper-parameters: 0.186638 0.134317 0.130754 0.264838 0.092337 0.157921 0.225135 Expected Total MS Cnt: 3.214 Backgound Scale: 0.995518. ITERATION NUMBER 562. Current Log-Posterior: 101076 Step Size: 14259.24977 Smoothing Hyper-parameters: 0.407570 0.136636 0.173780 0.176749 0.040594 0.056436 0.202214 Expected Total MS Cnt: 1.62225 Backgound Scale: 0.997882. ITERATION NUMBER 563. Current Log-Posterior: 64216.7 Step Size: -36859.42962 Smoothing Hyper-parameters: 0.171517 0.168340 0.114869 0.084256 0.184903 0.111775 0.187650 Expected Total MS Cnt: 4.30304 Backgound Scale: 1.00182. ITERATION NUMBER 564. Current Log-Posterior: 103783 Step Size: 39566.09933 Smoothing Hyper-parameters: 0.145290 0.136193 0.117796 0.158521 0.187376 0.258412 0.122277 Expected Total MS Cnt: 7.21959 Backgound Scale: 0.996106. ITERATION NUMBER 565. Current Log-Posterior: 118612 Step Size: 14829.42263 Smoothing Hyper-parameters: 0.010338 0.205801 0.286799 0.159037 0.110007 0.224356 0.174561 Expected Total MS Cnt: 6.05486 Backgound Scale: 1.01491. ITERATION NUMBER 566. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.075498 0.084173 0.256556 0.061805 0.161826 0.298913 0.186703 Expected Total MS Cnt: 1.6784 Backgound Scale: 1.01018. ITERATION NUMBER 567. Current Log-Posterior: 207215 Step Size: -inf Smoothing Hyper-parameters: 0.110954 0.071645 0.207402 0.177538 0.071529 0.115963 0.239373 Expected Total MS Cnt: 3.27348 Backgound Scale: 0.998965. ITERATION NUMBER 568. Current Log-Posterior: 161039 Step Size: -46175.63519 Smoothing Hyper-parameters: 0.143865 0.144483 0.128675 0.110295 0.242095 0.077255 0.113240 Expected Total MS Cnt: 3.84838 Backgound Scale: 1.00272. ITERATION NUMBER 569. Current Log-Posterior: 118942 Step Size: -42097.24801 Smoothing Hyper-parameters: 0.149532 0.140993 0.274283 0.148000 0.123525 0.027360 0.142989 Expected Total MS Cnt: 2.72947 Backgound Scale: 0.992684. ITERATION NUMBER 570. Current Log-Posterior: 112432 Step Size: -6509.805321 Smoothing Hyper-parameters: 0.243573 0.173816 0.090475 0.236401 0.076898 0.115281 0.042798 Expected Total MS Cnt: 0.086793 Backgound Scale: 1.01281. ITERATION NUMBER 571. Current Log-Posterior: 82866.2 Step Size: -29565.74074 Smoothing Hyper-parameters: 0.320267 0.219613 0.240043 0.169857 0.201283 0.078023 0.261703 Expected Total MS Cnt: 0.382619 Backgound Scale: 0.996582. ITERATION NUMBER 572. Current Log-Posterior: 62371.2 Step Size: -20494.95925 Smoothing Hyper-parameters: 0.233961 0.145340 0.046051 0.097248 0.027002 0.207125 0.318165 Expected Total MS Cnt: 0.0431943 Backgound Scale: 0.991981. ITERATION NUMBER 573. Current Log-Posterior: 97523.4 Step Size: 35152.18713 Smoothing Hyper-parameters: 0.086706 0.193090 0.025108 0.225453 0.220718 0.271240 0.130944 Expected Total MS Cnt: 0.351471 Backgound Scale: 1.00616. ITERATION NUMBER 574. Current Log-Posterior: 190227 Step Size: 92703.89888 Smoothing Hyper-parameters: 0.200307 0.093628 0.291792 0.143012 0.244951 0.093609 0.079405 Expected Total MS Cnt: 0.70182 Backgound Scale: 1.00916. ITERATION NUMBER 575. Current Log-Posterior: 101546 Step Size: -88681.45455 Smoothing Hyper-parameters: 0.200307 0.130610 0.379357 0.212419 0.162023 0.209284 0.092148 Expected Total MS Cnt: 1.24925 Backgound Scale: 1.00019. ITERATION NUMBER 576. Current Log-Posterior: 92026 Step Size: -9519.84854 Smoothing Hyper-parameters: 0.169789 0.194487 0.028231 0.203569 0.179603 0.151317 0.146817 Expected Total MS Cnt: 0.953641 Backgound Scale: 0.993711. ITERATION NUMBER 577. Current Log-Posterior: 120380 Step Size: 28353.56807 Smoothing Hyper-parameters: 0.289618 0.195261 0.111705 0.177124 0.051017 0.136237 0.187326 Expected Total MS Cnt: 1.21095 Backgound Scale: 1.00155. ITERATION NUMBER 578. Current Log-Posterior: 71331.6 Step Size: -49047.94215 Smoothing Hyper-parameters: 0.088659 0.100535 0.017532 0.075769 0.029569 0.025998 0.099072 Expected Total MS Cnt: 2.79064 Backgound Scale: 0.994312. ITERATION NUMBER 579. Current Log-Posterior: 215953 Step Size: 144621.539 Smoothing Hyper-parameters: 0.095966 0.257653 0.162262 0.079138 0.166495 0.093544 0.205838 Expected Total MS Cnt: 0.930088 Backgound Scale: 1.00472. ITERATION NUMBER 580. Current Log-Posterior: 149073 Step Size: -66879.81274 Smoothing Hyper-parameters: 0.176648 0.058426 0.323117 0.157151 0.173199 0.197735 0.205838 Expected Total MS Cnt: 0.472191 Backgound Scale: 1.0101. ITERATION NUMBER 581. Current Log-Posterior: 130436 Step Size: -18637.77677 Smoothing Hyper-parameters: 0.156979 0.119955 0.123439 0.091865 0.095437 0.053376 0.154381 Expected Total MS Cnt: 0.647657 Backgound Scale: 0.994808. ITERATION NUMBER 582. Current Log-Posterior: 115514 Step Size: -14921.12491 Smoothing Hyper-parameters: 0.146968 0.138930 0.265512 0.301305 0.227935 0.095021 0.025111 Expected Total MS Cnt: 2.4362 Backgound Scale: 0.991556. ITERATION NUMBER 583. Current Log-Posterior: 113690 Step Size: -1824.602901 Smoothing Hyper-parameters: 0.139996 0.140170 0.270342 0.024059 0.231386 0.343577 0.150529 Expected Total MS Cnt: 1.16078 Backgound Scale: 1.00725. ITERATION NUMBER 584. Current Log-Posterior: 122391 Step Size: 8700.9688 Smoothing Hyper-parameters: 0.239528 0.029941 0.101624 0.105523 0.074384 0.122252 0.246772 Expected Total MS Cnt: 0.793509 Backgound Scale: 0.982137. ITERATION NUMBER 585. Current Log-Posterior: 168719 Step Size: 46327.79823 Smoothing Hyper-parameters: 0.147627 0.089757 0.120428 0.240773 0.040508 0.235149 0.222503 Expected Total MS Cnt: 3.74778 Backgound Scale: 1.01128. ITERATION NUMBER 586. Current Log-Posterior: 130199 Step Size: -38520.00137 Smoothing Hyper-parameters: 0.064184 0.171424 0.303517 0.140725 0.210935 0.209393 0.149782 Expected Total MS Cnt: 4.07325 Backgound Scale: 1.00974. ITERATION NUMBER 587. Current Log-Posterior: 214551 Step Size: 84352.64597 Smoothing Hyper-parameters: 0.176214 0.120526 0.140275 0.191356 0.248129 0.164977 0.270199 Expected Total MS Cnt: 3.57611 Backgound Scale: 1.0005. ITERATION NUMBER 588. Current Log-Posterior: 105968 Step Size: -108582.8954 Smoothing Hyper-parameters: 0.297174 0.225913 0.130434 0.265731 0.170929 0.014431 0.115999 Expected Total MS Cnt: 5.85705 Backgound Scale: 1.00884. ITERATION NUMBER 589. Current Log-Posterior: 66410.2 Step Size: -39558.16224 Smoothing Hyper-parameters: 0.062735 0.110273 0.066437 0.142833 0.184375 0.197704 0.137309 Expected Total MS Cnt: 5.65074 Backgound Scale: 1.00373. ITERATION NUMBER 590. Current Log-Posterior: 239236 Step Size: 172825.5489 Smoothing Hyper-parameters: 0.131465 0.140063 0.102687 0.089854 0.039289 0.346990 0.323711 Expected Total MS Cnt: 6.08165 Backgound Scale: 1.01059. ITERATION NUMBER 591. Current Log-Posterior: 128741 Step Size: -110494.8479 Smoothing Hyper-parameters: 0.066922 0.109026 0.145067 0.229598 0.166621 0.099210 0.180664 Expected Total MS Cnt: 5.60628 Backgound Scale: 1.00408. ITERATION NUMBER 592. Current Log-Posterior: 219654 Step Size: 90912.63277 Smoothing Hyper-parameters: 0.048021 0.281278 0.091171 0.074828 0.162265 0.146667 0.176687 Expected Total MS Cnt: 8.80536 Backgound Scale: 0.987978. ITERATION NUMBER 593. Current Log-Posterior: 279304 Step Size: 59650.65278 Smoothing Hyper-parameters: 0.149362 0.162553 0.217837 0.105968 0.062104 0.194873 0.156828 Expected Total MS Cnt: 3.24219 Backgound Scale: 1.0013. ITERATION NUMBER 594. Current Log-Posterior: 110032 Step Size: -169272.2683 Smoothing Hyper-parameters: 0.239309 0.154886 0.118103 0.034292 0.121710 0.179603 0.216825 Expected Total MS Cnt: 4.06532 Backgound Scale: 0.999653. ITERATION NUMBER 595. Current Log-Posterior: 87404.7 Step Size: -22627.24846 Smoothing Hyper-parameters: 0.187448 0.168979 0.168997 0.118691 0.094849 0.260836 0.097167 Expected Total MS Cnt: 2.9 Backgound Scale: 1.001. ITERATION NUMBER 596. Current Log-Posterior: 94604.6 Step Size: 7199.91352 Smoothing Hyper-parameters: 0.071227 0.236485 0.186339 0.232843 0.133518 0.347135 0.161476 Expected Total MS Cnt: 3.53635 Backgound Scale: 1.00287. ITERATION NUMBER 597. Current Log-Posterior: 191766 Step Size: 97161.05843 Smoothing Hyper-parameters: 0.127821 0.168012 0.137017 0.068527 0.063553 0.121057 0.245211 Expected Total MS Cnt: 13.8397 Backgound Scale: 0.999075. ITERATION NUMBER 598. Current Log-Posterior: 126692 Step Size: -65074.12949 Smoothing Hyper-parameters: 0.102071 0.238930 0.253331 0.164009 0.196686 0.133122 0.087732 Expected Total MS Cnt: 17.7539 Backgound Scale: 1.00527. ITERATION NUMBER 599. Current Log-Posterior: 138953 Step Size: 12261.13487 Smoothing Hyper-parameters: 0.134649 0.307364 0.279560 0.338135 0.273688 0.148342 0.246061 Expected Total MS Cnt: 13.584 Backgound Scale: 1.00951. ITERATION NUMBER 600. Current Log-Posterior: 108002 Step Size: -30950.55557 Smoothing Hyper-parameters: 0.184476 0.250019 0.165220 0.331815 0.072940 0.148342 0.236724 Expected Total MS Cnt: 33.367 Backgound Scale: 1.00633. ITERATION NUMBER 601. Current Log-Posterior: 89422.2 Step Size: -18579.83608 Smoothing Hyper-parameters: 0.155305 0.064352 0.185876 0.183584 0.124372 0.129648 0.290892 Expected Total MS Cnt: 14.3258 Backgound Scale: 1.00032. ITERATION NUMBER 602. Current Log-Posterior: 135838 Step Size: 46415.59906 Smoothing Hyper-parameters: 0.166563 0.170992 0.223549 0.251081 0.053327 0.117140 0.160445 Expected Total MS Cnt: 15.1603 Backgound Scale: 1.0004. ITERATION NUMBER 603. Current Log-Posterior: 101277 Step Size: -34560.8324 Smoothing Hyper-parameters: 0.113877 0.254229 0.235276 0.145059 0.091141 0.236229 0.166797 Expected Total MS Cnt: 24.8756 Backgound Scale: 1.01001. ITERATION NUMBER 604. Current Log-Posterior: 128445 Step Size: 27167.65495 Smoothing Hyper-parameters: 0.160688 0.192842 0.043522 0.076718 0.246372 0.230321 0.196957 Expected Total MS Cnt: 27.877 Backgound Scale: 0.988085. ITERATION NUMBER 605. Current Log-Posterior: 116172 Step Size: -12272.44236 Smoothing Hyper-parameters: 0.041397 0.078696 0.216871 0.184353 0.308813 0.207467 0.228673 Expected Total MS Cnt: 28.2317 Backgound Scale: 0.994015. ITERATION NUMBER 606. Current Log-Posterior: 338641 Step Size: 222468.7321 Smoothing Hyper-parameters: 0.084201 0.078696 0.169895 0.276720 0.164220 0.177867 0.224294 Expected Total MS Cnt: 14.7368 Backgound Scale: 1.00996. ITERATION NUMBER 607. Current Log-Posterior: 190800 Step Size: -147841.4366 Smoothing Hyper-parameters: 0.185581 0.180291 0.143944 0.082546 0.247313 0.235264 0.227562 Expected Total MS Cnt: 12.7533 Backgound Scale: 0.995939. ITERATION NUMBER 608. Current Log-Posterior: 95827 Step Size: -94972.48771 Smoothing Hyper-parameters: 0.189551 0.161664 0.113589 0.098344 0.229458 0.066949 0.153941 Expected Total MS Cnt: 9.23316 Backgound Scale: 1.00265. ITERATION NUMBER 609. Current Log-Posterior: 95308.1 Step Size: -518.9831976 Smoothing Hyper-parameters: 0.116051 0.103801 0.174563 0.017236 0.130379 0.203652 0.283786 Expected Total MS Cnt: 8.22713 Backgound Scale: 0.986094. ITERATION NUMBER 610. Current Log-Posterior: 154713 Step Size: 59405.07856 Smoothing Hyper-parameters: 0.184340 0.272226 0.290510 0.078211 0.049234 0.145159 0.260665 Expected Total MS Cnt: 8.36198 Backgound Scale: 1.00166. ITERATION NUMBER 611. Current Log-Posterior: 87228.4 Step Size: -67484.75251 Smoothing Hyper-parameters: 0.135043 0.069620 0.195343 0.078123 0.226522 0.030906 0.309892 Expected Total MS Cnt: 8.57383 Backgound Scale: 1.00695. ITERATION NUMBER 612. Current Log-Posterior: 145044 Step Size: 57816.02052 Smoothing Hyper-parameters: 0.054810 0.135707 0.083285 0.161653 0.215350 0.177708 0.258070 Expected Total MS Cnt: 5.84226 Backgound Scale: 0.99252. ITERATION NUMBER 613. Current Log-Posterior: 258386 Step Size: 113341.9846 Smoothing Hyper-parameters: 0.256252 0.026006 0.169818 0.151375 0.202286 0.117502 0.269285 Expected Total MS Cnt: 5.95357 Backgound Scale: 1.00522. ITERATION NUMBER 614. Current Log-Posterior: 178628 Step Size: -79757.93296 Smoothing Hyper-parameters: 0.199889 0.031791 0.109640 0.055237 0.187616 0.181837 0.135955 Expected Total MS Cnt: 1.90737 Backgound Scale: 1.01053. ITERATION NUMBER 615. Current Log-Posterior: 173400 Step Size: -5228.028428 Smoothing Hyper-parameters: 0.190455 0.276118 0.160343 0.213563 0.130627 0.228827 0.233107 Expected Total MS Cnt: 0.0367786 Backgound Scale: 0.994546. ITERATION NUMBER 616. Current Log-Posterior: 85658.8 Step Size: -87741.57768 Smoothing Hyper-parameters: 0.049050 0.077211 0.198202 0.095610 0.113969 0.152205 0.074140 Expected Total MS Cnt: 1.24088 Backgound Scale: 1.01014. ITERATION NUMBER 617. Current Log-Posterior: 294602 Step Size: 208943.1499 Smoothing Hyper-parameters: 0.111171 0.181557 0.198076 0.187239 0.135341 0.182278 0.086053 Expected Total MS Cnt: 0.28606 Backgound Scale: 0.995019. ITERATION NUMBER 618. Current Log-Posterior: 135856 Step Size: -158745.5773 Smoothing Hyper-parameters: 0.120233 0.095100 0.185080 0.258451 0.120711 0.216537 0.173538 Expected Total MS Cnt: 1.33643 Backgound Scale: 1.01419. ITERATION NUMBER 619. Current Log-Posterior: 140172 Step Size: 4315.249985 Smoothing Hyper-parameters: 0.259245 0.048270 0.267097 0.135774 0.183712 0.215873 0.186151 Expected Total MS Cnt: 2.84988 Backgound Scale: 0.994708. ITERATION NUMBER 620. Current Log-Posterior: 118745 Step Size: -21426.52751 Smoothing Hyper-parameters: 0.074751 0.098814 0.197385 0.195060 0.339935 0.112866 0.131381 Expected Total MS Cnt: 1.15408 Backgound Scale: 1.00417. ITERATION NUMBER 621. Current Log-Posterior: 201100 Step Size: 82355.16307 Smoothing Hyper-parameters: 0.188783 0.222547 0.235248 0.078248 0.173809 0.139173 0.107691 Expected Total MS Cnt: 5.30221 Backgound Scale: 1.00077. ITERATION NUMBER 622. Current Log-Posterior: 88092.7 Step Size: -113007.6508 Smoothing Hyper-parameters: 0.125767 0.203718 0.100449 0.109295 0.144824 0.128202 0.094885 Expected Total MS Cnt: 4.76017 Backgound Scale: 0.990242. ITERATION NUMBER 623. Current Log-Posterior: 124354 Step Size: 36261.3704 Smoothing Hyper-parameters: 0.131686 0.140519 0.041297 0.262940 0.110848 0.212691 0.324266 Expected Total MS Cnt: 2.68709 Backgound Scale: 1.01532. ITERATION NUMBER 624. Current Log-Posterior: 137399 Step Size: 13045.45303 Smoothing Hyper-parameters: 0.136417 0.163624 0.082456 0.135681 0.154241 0.300992 0.243296 Expected Total MS Cnt: 3.33965 Backgound Scale: 0.990949. ITERATION NUMBER 625. Current Log-Posterior: 122801 Step Size: -14598.2031 Smoothing Hyper-parameters: 0.097346 0.226431 0.078271 0.335349 0.038831 0.186603 0.108461 Expected Total MS Cnt: 1.69926 Backgound Scale: 1.0152. ITERATION NUMBER 626. Current Log-Posterior: 151772 Step Size: 28971.03997 Smoothing Hyper-parameters: 0.309121 0.090642 0.187388 0.133225 0.234110 0.229384 0.114812 Expected Total MS Cnt: 2.45174 Backgound Scale: 1.007. ITERATION NUMBER 627. Current Log-Posterior: 83257.2 Step Size: -68515.12665 Smoothing Hyper-parameters: 0.090906 0.102437 0.179297 0.067835 0.016790 0.147507 0.218599 Expected Total MS Cnt: 2.45566 Backgound Scale: 0.9948. ITERATION NUMBER 628. Current Log-Posterior: 177352 Step Size: 94094.62489 Smoothing Hyper-parameters: 0.167733 0.090155 0.087449 0.066833 0.106593 0.157999 0.119924 Expected Total MS Cnt: 4.97233 Backgound Scale: 1. ITERATION NUMBER 629. Current Log-Posterior: 122374 Step Size: -54977.95301 Smoothing Hyper-parameters: 0.212888 0.273413 0.128366 0.184708 0.141142 0.078207 0.173291 Expected Total MS Cnt: 4.68585 Backgound Scale: 1.01544. ITERATION NUMBER 630. Current Log-Posterior: 81353.6 Step Size: -41020.24543 Smoothing Hyper-parameters: 0.117304 0.176248 0.225395 0.098653 0.265503 0.018472 0.152154 Expected Total MS Cnt: 9.25562 Backgound Scale: 0.987391. ITERATION NUMBER 631. Current Log-Posterior: 130006 Step Size: 48652.65423 Smoothing Hyper-parameters: 0.192306 0.137918 0.266735 0.080923 0.182802 0.201474 0.259460 Expected Total MS Cnt: 9.02785 Backgound Scale: 1.00183. ITERATION NUMBER 632. Current Log-Posterior: 95602.5 Step Size: -34403.72557 Smoothing Hyper-parameters: 0.074904 0.111603 0.146969 0.103219 0.033839 0.279333 0.175675 Expected Total MS Cnt: 4.40106 Backgound Scale: 1.00263. ITERATION NUMBER 633. Current Log-Posterior: 200973 Step Size: 105370.503 Smoothing Hyper-parameters: 0.087534 0.070729 0.182707 0.043643 0.136556 0.142218 0.143942 Expected Total MS Cnt: 7.23269 Backgound Scale: 0.995445. ITERATION NUMBER 634. Current Log-Posterior: 193837 Step Size: -7136.531061 Smoothing Hyper-parameters: 0.106222 0.094993 0.191351 0.302793 0.107393 0.181076 0.180467 Expected Total MS Cnt: 3.22421 Backgound Scale: 0.993189. ITERATION NUMBER 635. Current Log-Posterior: 155402 Step Size: -38434.85255 Smoothing Hyper-parameters: 0.231457 0.095537 0.165576 0.099052 0.212056 0.029596 0.205251 Expected Total MS Cnt: 6.0105 Backgound Scale: 0.98545. ITERATION NUMBER 636. Current Log-Posterior: 96537.6 Step Size: -58864.06177 Smoothing Hyper-parameters: 0.165134 0.102403 0.129849 0.026397 0.146612 0.043000 0.090372 Expected Total MS Cnt: 17.7673 Backgound Scale: 1.01005. ITERATION NUMBER 637. Current Log-Posterior: 121217 Step Size: 24679.43418 Smoothing Hyper-parameters: 0.125280 0.168181 0.079402 0.052071 0.121242 0.208235 0.044441 Expected Total MS Cnt: 3.18018 Backgound Scale: 0.991759. ITERATION NUMBER 638. Current Log-Posterior: 132004 Step Size: 10786.56019 Smoothing Hyper-parameters: 0.229905 0.027497 0.038519 0.214308 0.254546 0.130236 0.159391 Expected Total MS Cnt: 5.76497 Backgound Scale: 1.0118. ITERATION NUMBER 639. Current Log-Posterior: 188339 Step Size: 56334.953 Smoothing Hyper-parameters: 0.064891 0.168482 0.184023 0.196099 0.058787 0.160932 0.108243 Expected Total MS Cnt: 7.76894 Backgound Scale: 0.991869. ITERATION NUMBER 640. Current Log-Posterior: 213971 Step Size: 25632.60487 Smoothing Hyper-parameters: 0.246945 0.174766 0.113283 0.133454 0.171593 0.109684 0.296524 Expected Total MS Cnt: 1.59996 Backgound Scale: 0.990717. ITERATION NUMBER 641. Current Log-Posterior: 80563.1 Step Size: -133408.0498 Smoothing Hyper-parameters: 0.217142 0.144400 0.168353 0.253189 0.131318 0.123052 0.089272 Expected Total MS Cnt: 0.437746 Backgound Scale: 1.01054. ITERATION NUMBER 642. Current Log-Posterior: 87812.4 Step Size: 7249.345441 Smoothing Hyper-parameters: 0.031382 0.124055 0.272568 0.116320 0.075593 0.166845 0.204960 Expected Total MS Cnt: 2.16138 Backgound Scale: 1.00412. ITERATION NUMBER 643. Current Log-Posterior: 425033 Step Size: 337220.9149 Smoothing Hyper-parameters: 0.036740 0.113527 0.258185 0.092190 0.269677 0.075972 0.217930 Expected Total MS Cnt: 2.89088 Backgound Scale: 1.00412. ITERATION NUMBER 644. Current Log-Posterior: 371645 Step Size: -53388.13565 Smoothing Hyper-parameters: 0.102591 0.173722 0.087721 0.287080 0.103257 0.104566 0.085858 Expected Total MS Cnt: 4.63259 Backgound Scale: 1.0068. ITERATION NUMBER 645. Current Log-Posterior: 150495 Step Size: -221150.3284 Smoothing Hyper-parameters: 0.252121 0.219458 0.170164 0.147785 0.281062 0.124830 0.200342 Expected Total MS Cnt: 11.6406 Backgound Scale: 0.993092. ITERATION NUMBER 646. Current Log-Posterior: 73454.6 Step Size: -77040.29319 Smoothing Hyper-parameters: 0.178869 0.126159 0.142604 0.205551 0.089409 0.158500 0.111619 Expected Total MS Cnt: 16.2213 Backgound Scale: 1.0141. ITERATION NUMBER 647. Current Log-Posterior: 103984 Step Size: 30529.38383 Smoothing Hyper-parameters: 0.202608 0.133328 0.279443 0.205551 0.164205 0.193796 0.160557 Expected Total MS Cnt: 13.3325 Backgound Scale: 0.994264. ITERATION NUMBER 648. Current Log-Posterior: 91599.9 Step Size: -12384.04783 Smoothing Hyper-parameters: 0.051620 0.162757 0.230834 0.177208 0.122446 0.103503 0.032738 Expected Total MS Cnt: 10.3606 Backgound Scale: 1.00653. ITERATION NUMBER 649. Current Log-Posterior: 262194 Step Size: 170594.3206 Smoothing Hyper-parameters: 0.223057 0.174416 0.182036 0.028824 0.200963 0.295511 0.276942 Expected Total MS Cnt: 9.21853 Backgound Scale: 1.00988. ITERATION NUMBER 650. Current Log-Posterior: 87633.8 Step Size: -174560.47 Smoothing Hyper-parameters: 0.246837 0.229970 0.132754 0.113007 0.063678 0.101858 0.232064 Expected Total MS Cnt: 9.81528 Backgound Scale: 0.999743. ITERATION NUMBER 651. Current Log-Posterior: 76970.6 Step Size: -10663.20227 Smoothing Hyper-parameters: 0.132050 0.141845 0.238383 0.108576 0.152802 0.162288 0.146965 Expected Total MS Cnt: 12.1217 Backgound Scale: 1.00655. ITERATION NUMBER 652. Current Log-Posterior: 122878 Step Size: 45907.02521 Smoothing Hyper-parameters: 0.189515 0.016735 0.227284 0.142317 0.118043 0.094678 0.090323 Expected Total MS Cnt: 19.3343 Backgound Scale: 0.997725. ITERATION NUMBER 653. Current Log-Posterior: 258020 Step Size: 135142.2541 Smoothing Hyper-parameters: 0.136467 0.252476 0.262427 0.174888 0.113825 0.066832 0.154889 Expected Total MS Cnt: 16.7387 Backgound Scale: 1.00167. ITERATION NUMBER 654. Current Log-Posterior: 109523 Step Size: -148496.8762 Smoothing Hyper-parameters: 0.186838 0.083617 0.263435 0.276693 0.093701 0.095926 0.118864 Expected Total MS Cnt: 8.96118 Backgound Scale: 1.00638. ITERATION NUMBER 655. Current Log-Posterior: 110596 Step Size: 1072.717214 Smoothing Hyper-parameters: 0.155030 0.154310 0.068125 0.217913 0.086400 0.193593 0.150381 Expected Total MS Cnt: 7.43621 Backgound Scale: 0.9973. ITERATION NUMBER 656. Current Log-Posterior: 113147 Step Size: 2550.805065 Smoothing Hyper-parameters: 0.263432 0.136185 0.097493 0.153143 0.220189 0.303877 0.202006 Expected Total MS Cnt: 11.0916 Backgound Scale: 1.01154. ITERATION NUMBER 657. Current Log-Posterior: 83957.1 Step Size: -29189.38878 Smoothing Hyper-parameters: 0.148158 0.213749 0.083450 0.128299 0.140289 0.056106 0.164731 Expected Total MS Cnt: 18.1248 Backgound Scale: 1.00428. ITERATION NUMBER 658. Current Log-Posterior: 112371 Step Size: 28413.68292 Smoothing Hyper-parameters: 0.198474 0.072039 0.111401 0.120478 0.027313 0.226149 0.225595 Expected Total MS Cnt: 13.9829 Backgound Scale: 1.01324. ITERATION NUMBER 659. Current Log-Posterior: 117879 Step Size: 5508.287066 Smoothing Hyper-parameters: 0.021753 0.153612 0.278376 0.078098 0.106319 0.125191 0.125901 Expected Total MS Cnt: 23.1593 Backgound Scale: 1.00482. ITERATION NUMBER 660. Current Log-Posterior: 585293 Step Size: 467413.5141 Smoothing Hyper-parameters: 0.145679 0.107020 0.140707 0.254885 0.226905 0.130590 0.180192 Expected Total MS Cnt: 19.9152 Backgound Scale: 1.00191. ITERATION NUMBER 661. Current Log-Posterior: 122416 Step Size: -462876.9877 Smoothing Hyper-parameters: 0.130699 0.100928 0.091676 0.340793 0.242873 0.161140 0.189302 Expected Total MS Cnt: 15.5523 Backgound Scale: 0.996085. ITERATION NUMBER 662. Current Log-Posterior: 136939 Step Size: 14523.27769 Smoothing Hyper-parameters: 0.157623 0.230248 0.138137 0.145682 0.189416 0.069464 0.169088 Expected Total MS Cnt: 17.6384 Backgound Scale: 1.00551. ITERATION NUMBER 663. Current Log-Posterior: 102493 Step Size: -34446.19041 Smoothing Hyper-parameters: 0.299572 0.128723 0.103635 0.137762 0.147687 0.166505 0.130810 Expected Total MS Cnt: 15.587 Backgound Scale: 0.997782. ITERATION NUMBER 664. Current Log-Posterior: 77431.4 Step Size: -25061.27905 Smoothing Hyper-parameters: 0.213543 0.055671 0.153337 0.194523 0.082156 0.211254 0.078301 Expected Total MS Cnt: 9.6947 Backgound Scale: 1.01625. ITERATION NUMBER 665. Current Log-Posterior: 123155 Step Size: 45724.05277 Smoothing Hyper-parameters: 0.217730 0.230081 0.156052 0.189890 0.157947 0.200278 0.056042 Expected Total MS Cnt: 5.97219 Backgound Scale: 1.00152. ITERATION NUMBER 666. Current Log-Posterior: 80329.3 Step Size: -42826.14255 Smoothing Hyper-parameters: 0.074184 0.158202 0.176038 0.219275 0.134684 0.074468 0.198916 Expected Total MS Cnt: 7.396 Backgound Scale: 0.969695. ITERATION NUMBER 667. Current Log-Posterior: 191670 Step Size: 111340.258 Smoothing Hyper-parameters: 0.077405 0.150887 0.106069 0.193674 0.200876 0.056094 0.293695 Expected Total MS Cnt: 7.35772 Backgound Scale: 0.99714. ITERATION NUMBER 668. Current Log-Posterior: 186318 Step Size: -5351.494237 Smoothing Hyper-parameters: 0.066073 0.257258 0.247874 0.105721 0.186892 0.176022 0.127235 Expected Total MS Cnt: 4.00724 Backgound Scale: 1.00414. ITERATION NUMBER 669. Current Log-Posterior: 202709 Step Size: 16390.84396 Smoothing Hyper-parameters: 0.232741 0.173786 0.166191 0.166608 0.141426 0.227411 0.133648 Expected Total MS Cnt: 1.92214 Backgound Scale: 1.00731. ITERATION NUMBER 670. Current Log-Posterior: 81614.1 Step Size: -121094.8468 Smoothing Hyper-parameters: 0.120206 0.213423 0.082332 0.208473 0.302764 0.140494 0.103786 Expected Total MS Cnt: 0.849943 Backgound Scale: 0.993554. ITERATION NUMBER 671. Current Log-Posterior: 130669 Step Size: 49054.44962 Smoothing Hyper-parameters: 0.122952 0.184511 0.064800 0.166948 0.153184 0.083358 0.243312 Expected Total MS Cnt: 3.61367 Backgound Scale: 1.01614. ITERATION NUMBER 672. Current Log-Posterior: 130972 Step Size: 303.9296149 Smoothing Hyper-parameters: 0.045204 0.146165 0.167913 0.161018 0.212322 0.087233 0.061015 Expected Total MS Cnt: 0.419078 Backgound Scale: 1.0014. ITERATION NUMBER 673. Current Log-Posterior: 297744 Step Size: 166771.2706 Smoothing Hyper-parameters: 0.167122 0.266946 0.101846 0.052141 0.193285 0.160863 0.213498 Expected Total MS Cnt: 2.44026 Backgound Scale: 0.990685. ITERATION NUMBER 674. Current Log-Posterior: 100268 Step Size: -197475.6008 Smoothing Hyper-parameters: 0.232743 0.155024 0.275155 0.199805 0.251189 0.086713 0.146764 Expected Total MS Cnt: 2.0631 Backgound Scale: 1.01558. ITERATION NUMBER 675. Current Log-Posterior: 81868.4 Step Size: -18399.71508 Smoothing Hyper-parameters: 0.086757 0.270477 0.152505 0.238348 0.264893 0.353830 0.331332 Expected Total MS Cnt: 2.83826 Backgound Scale: 0.994022. ITERATION NUMBER 676. Current Log-Posterior: 159803 Step Size: 77934.39028 Smoothing Hyper-parameters: 0.173258 0.061752 0.184005 0.073390 0.106708 0.199370 0.178312 Expected Total MS Cnt: 0.604362 Backgound Scale: 1.00917. ITERATION NUMBER 677. Current Log-Posterior: 131846 Step Size: -27956.53614 Smoothing Hyper-parameters: 0.108177 0.172733 0.156273 0.311263 0.140736 0.195437 0.152387 Expected Total MS Cnt: 0.298691 Backgound Scale: 1.01777. ITERATION NUMBER 678. Current Log-Posterior: 140359 Step Size: 8512.478772 Smoothing Hyper-parameters: 0.048636 0.203574 0.284811 0.139962 0.082230 0.108861 0.216708 Expected Total MS Cnt: 1.55312 Backgound Scale: 1.0163. ITERATION NUMBER 679. Current Log-Posterior: 272011 Step Size: 131652.4774 Smoothing Hyper-parameters: 0.220254 0.064832 0.103243 0.162399 0.193370 0.100233 0.080815 Expected Total MS Cnt: 1.03429 Backgound Scale: 1.0019. ITERATION NUMBER 680. Current Log-Posterior: 117686 Step Size: -154324.9902 Smoothing Hyper-parameters: 0.197401 0.167506 0.197877 0.204548 0.042882 0.237608 0.123272 Expected Total MS Cnt: 0.685363 Backgound Scale: 1.00227. ITERATION NUMBER 681. Current Log-Posterior: 90340.8 Step Size: -27345.40635 Smoothing Hyper-parameters: 0.167506 0.069152 0.104056 0.099268 0.166118 0.251858 0.144775 Expected Total MS Cnt: 1.63986 Backgound Scale: 0.99329. ITERATION NUMBER 682. Current Log-Posterior: 129684 Step Size: 39342.83456 Smoothing Hyper-parameters: 0.256601 0.142929 0.204575 0.083152 0.116609 0.102351 0.121147 Expected Total MS Cnt: 1.31819 Backgound Scale: 0.992755. ITERATION NUMBER 683. Current Log-Posterior: 79894.7 Step Size: -49788.9411 Smoothing Hyper-parameters: 0.056199 0.158869 0.328918 0.213016 0.167694 0.065568 0.135403 Expected Total MS Cnt: 5.21138 Backgound Scale: 1.01743. ITERATION NUMBER 684. Current Log-Posterior: 240951 Step Size: 161056.21 Smoothing Hyper-parameters: 0.116226 0.156417 0.210256 0.032940 0.080841 0.316484 0.184808 Expected Total MS Cnt: 1.97547 Backgound Scale: 1.00856. ITERATION NUMBER 685. Current Log-Posterior: 137346 Step Size: -103604.5972 Smoothing Hyper-parameters: 0.257716 0.175269 0.147569 0.255375 0.309753 0.169172 0.143785 Expected Total MS Cnt: 0.85035 Backgound Scale: 1.01979. ITERATION NUMBER 686. Current Log-Posterior: 75696.6 Step Size: -61649.72666 Smoothing Hyper-parameters: 0.155841 0.211398 0.175796 0.102874 0.159679 0.129141 0.191505 Expected Total MS Cnt: 1.97411 Backgound Scale: 1.01323. ITERATION NUMBER 687. Current Log-Posterior: 104014 Step Size: 28317.81333 Smoothing Hyper-parameters: 0.161854 0.118265 0.312535 0.084959 0.178364 0.184053 0.215742 Expected Total MS Cnt: 2.60054 Backgound Scale: 0.997287. ITERATION NUMBER 688. Current Log-Posterior: 109999 Step Size: 5984.825018 Smoothing Hyper-parameters: 0.118309 0.120338 0.130912 0.101811 0.152049 0.084284 0.255182 Expected Total MS Cnt: 2.28428 Backgound Scale: 0.982453. ITERATION NUMBER 689. Current Log-Posterior: 140925 Step Size: 30925.63468 Smoothing Hyper-parameters: 0.077540 0.219623 0.089413 0.083914 0.294096 0.195878 0.292512 Expected Total MS Cnt: 8.53538 Backgound Scale: 1.00196. ITERATION NUMBER 690. Current Log-Posterior: 183349 Step Size: 42423.83814 Smoothing Hyper-parameters: 0.047237 0.098282 0.075930 0.063438 0.258776 0.142664 0.249788 Expected Total MS Cnt: 7.94076 Backgound Scale: 0.999421. ITERATION NUMBER 691. Current Log-Posterior: 306754 Step Size: 123404.8441 Smoothing Hyper-parameters: 0.103449 0.144401 0.112010 0.160404 0.070716 0.264205 0.146396 Expected Total MS Cnt: 3.13831 Backgound Scale: 0.99474. ITERATION NUMBER 692. Current Log-Posterior: 148679 Step Size: -158074.6003 Smoothing Hyper-parameters: 0.127836 0.150949 0.049415 0.089058 0.109401 0.292619 0.262547 Expected Total MS Cnt: 5.89704 Backgound Scale: 1.00448. ITERATION NUMBER 693. Current Log-Posterior: 138191 Step Size: -10488.34556 Smoothing Hyper-parameters: 0.200523 0.216151 0.252773 0.318159 0.258532 0.077192 0.197312 Expected Total MS Cnt: 6.80999 Backgound Scale: 1.00217. ITERATION NUMBER 694. Current Log-Posterior: 84291.2 Step Size: -53899.48595 Smoothing Hyper-parameters: 0.087002 0.008164 0.067634 0.110193 0.107967 0.263233 0.233210 Expected Total MS Cnt: 3.25423 Backgound Scale: 1.00766. ITERATION NUMBER 695. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.259620 0.176868 0.269945 0.109397 0.227623 0.164089 0.005280 Expected Total MS Cnt: 0.492208 Backgound Scale: 1.01472. ITERATION NUMBER 696. Current Log-Posterior: 75348.8 Step Size: -inf Smoothing Hyper-parameters: 0.201790 0.212885 0.126729 0.226463 0.226255 0.115160 0.151124 Expected Total MS Cnt: 0.29976 Backgound Scale: 1.00326. ITERATION NUMBER 697. Current Log-Posterior: 87367.8 Step Size: 12018.97651 Smoothing Hyper-parameters: 0.023847 0.185824 0.154654 0.076764 0.145159 0.185231 0.152679 Expected Total MS Cnt: 0.543762 Backgound Scale: 1.02306. ITERATION NUMBER 698. Current Log-Posterior: 542395 Step Size: 455027.4693 Smoothing Hyper-parameters: 0.112946 0.123895 0.149561 0.091841 0.092220 0.119423 0.110219 Expected Total MS Cnt: 0.230341 Backgound Scale: 1.01428. ITERATION NUMBER 699. Current Log-Posterior: 144488 Step Size: -397907.2002 Smoothing Hyper-parameters: 0.162383 0.212177 0.200239 0.221473 0.286843 0.152181 0.110522 Expected Total MS Cnt: 0.390653 Backgound Scale: 0.999237. ITERATION NUMBER 700. Current Log-Posterior: 98664.1 Step Size: -45823.97063 Smoothing Hyper-parameters: 0.164731 0.247634 0.092560 0.184525 0.159735 0.137606 0.218455 Expected Total MS Cnt: 0.399697 Backgound Scale: 1.00113. ITERATION NUMBER 701. Current Log-Posterior: 100100 Step Size: 1436.272306 Smoothing Hyper-parameters: 0.173886 0.080069 0.072048 0.187888 0.047969 0.283154 0.135041 Expected Total MS Cnt: 0.622707 Backgound Scale: 0.997967. ITERATION NUMBER 702. Current Log-Posterior: 124769 Step Size: 24668.98962 Smoothing Hyper-parameters: 0.264693 0.141869 0.045782 0.079281 0.267973 0.044436 0.247648 Expected Total MS Cnt: 0.103815 Backgound Scale: 0.998123. ITERATION NUMBER 703. Current Log-Posterior: 92602.2 Step Size: -32167.10036 Smoothing Hyper-parameters: 0.073345 0.160494 0.152938 0.106545 0.209645 0.043748 0.114180 Expected Total MS Cnt: 1.03939 Backgound Scale: 0.995515. ITERATION NUMBER 704. Current Log-Posterior: 193731 Step Size: 101128.4145 Smoothing Hyper-parameters: 0.079683 0.086251 0.254720 0.183453 0.186027 0.260361 0.144024 Expected Total MS Cnt: 0.958142 Backgound Scale: 0.997906. ITERATION NUMBER 705. Current Log-Posterior: 195670 Step Size: 1939.695173 Smoothing Hyper-parameters: 0.237168 0.043736 0.055693 0.213202 0.279588 0.216853 0.110170 Expected Total MS Cnt: 0.274495 Backgound Scale: 1.02017. ITERATION NUMBER 706. Current Log-Posterior: 140349 Step Size: -55321.68834 Smoothing Hyper-parameters: 0.237168 0.159122 0.159516 0.209804 0.078296 0.194570 0.223291 Expected Total MS Cnt: 2.422 Backgound Scale: 1.01043. ITERATION NUMBER 707. Current Log-Posterior: 82021.7 Step Size: -58326.93784 Smoothing Hyper-parameters: 0.119377 0.152168 0.054051 0.126468 0.167671 0.240785 0.171239 Expected Total MS Cnt: 9.76709 Backgound Scale: 1.00005. ITERATION NUMBER 708. Current Log-Posterior: 140901 Step Size: 58879.30557 Smoothing Hyper-parameters: 0.100191 0.088881 0.262745 0.082776 0.171441 0.155403 0.161045 Expected Total MS Cnt: 10.7827 Backgound Scale: 0.995839. ITERATION NUMBER 709. Current Log-Posterior: 163919 Step Size: 23018.10913 Smoothing Hyper-parameters: 0.060064 0.081400 0.116187 0.118282 0.039655 0.226671 0.111756 Expected Total MS Cnt: 7.65755 Backgound Scale: 1.0024. ITERATION NUMBER 710. Current Log-Posterior: 249377 Step Size: 85457.49962 Smoothing Hyper-parameters: 0.220703 0.137270 0.208710 0.099277 0.046363 0.168282 0.192381 Expected Total MS Cnt: 11.6124 Backgound Scale: 1.0042. ITERATION NUMBER 711. Current Log-Posterior: 88769.6 Step Size: -160607.0333 Smoothing Hyper-parameters: 0.044095 0.158389 0.208710 0.150250 0.208557 0.111084 0.222304 Expected Total MS Cnt: 7.80252 Backgound Scale: 1.0063. ITERATION NUMBER 712. Current Log-Posterior: 303767 Step Size: 214997.4033 Smoothing Hyper-parameters: 0.247651 0.253105 0.170261 0.105657 0.101017 0.140830 0.298764 Expected Total MS Cnt: 4.95739 Backgound Scale: 1.00758. ITERATION NUMBER 713. Current Log-Posterior: 73554.3 Step Size: -230212.7084 Smoothing Hyper-parameters: 0.241550 0.119822 0.119591 0.261131 0.251360 0.151657 0.279023 Expected Total MS Cnt: 5.833 Backgound Scale: 1.00694. ITERATION NUMBER 714. Current Log-Posterior: 87275.5 Step Size: 13721.20895 Smoothing Hyper-parameters: 0.301441 0.122824 0.081327 0.076039 0.125034 0.196554 0.070022 Expected Total MS Cnt: 3.39843 Backgound Scale: 0.987549. ITERATION NUMBER 715. Current Log-Posterior: 81840.3 Step Size: -5435.164245 Smoothing Hyper-parameters: 0.251771 0.055751 0.269650 0.271675 0.134736 0.229722 0.052862 Expected Total MS Cnt: 6.94425 Backgound Scale: 1.01206. ITERATION NUMBER 716. Current Log-Posterior: 111055 Step Size: 29214.22322 Smoothing Hyper-parameters: 0.264628 0.140202 0.142802 0.040002 0.111242 0.064958 0.130389 Expected Total MS Cnt: 5.36693 Backgound Scale: 0.987592. ITERATION NUMBER 717. Current Log-Posterior: 84748.6 Step Size: -26305.94873 Smoothing Hyper-parameters: 0.284945 0.282869 0.147770 0.130730 0.097722 0.189675 0.232335 Expected Total MS Cnt: 5.81006 Backgound Scale: 0.990156. ITERATION NUMBER 718. Current Log-Posterior: 65833.5 Step Size: -18915.12133 Smoothing Hyper-parameters: 0.121970 0.208082 0.096940 0.010581 0.178534 0.134791 0.094540 Expected Total MS Cnt: 4.39496 Backgound Scale: 0.992195. ITERATION NUMBER 719. Current Log-Posterior: 143562 Step Size: 77728.06884 Smoothing Hyper-parameters: 0.136477 0.097862 0.097761 0.216189 0.240628 0.101573 0.138117 Expected Total MS Cnt: 5.91515 Backgound Scale: 0.988348. ITERATION NUMBER 720. Current Log-Posterior: 132275 Step Size: -11286.64039 Smoothing Hyper-parameters: 0.144326 0.122187 0.082548 0.216189 0.095978 0.253535 0.074522 Expected Total MS Cnt: 7.0725 Backgound Scale: 0.991561. ITERATION NUMBER 721. Current Log-Posterior: 123115 Step Size: -9160.214753 Smoothing Hyper-parameters: 0.119742 0.258369 0.141808 0.056293 0.091715 0.233223 0.266464 Expected Total MS Cnt: 3.75332 Backgound Scale: 1.00047. ITERATION NUMBER 722. Current Log-Posterior: 125690 Step Size: 2575.428345 Smoothing Hyper-parameters: 0.225784 0.069134 0.216596 0.173478 0.198752 0.053053 0.317971 Expected Total MS Cnt: 3.50003 Backgound Scale: 1.00651. ITERATION NUMBER 723. Current Log-Posterior: 108174 Step Size: -17516.12897 Smoothing Hyper-parameters: 0.279678 0.052680 0.022899 0.025484 0.159970 0.148892 0.164397 Expected Total MS Cnt: 8.29854 Backgound Scale: 1.00049. ITERATION NUMBER 724. Current Log-Posterior: 149026 Step Size: 40851.66677 Smoothing Hyper-parameters: 0.055350 0.220169 0.183836 0.153459 0.195708 0.198732 0.196206 Expected Total MS Cnt: 8.08547 Backgound Scale: 0.999876. ITERATION NUMBER 725. Current Log-Posterior: 237684 Step Size: 88658.43358 Smoothing Hyper-parameters: 0.118222 0.116379 0.102682 0.024032 0.284097 0.205571 0.285610 Expected Total MS Cnt: 7.7938 Backgound Scale: 1.00202. ITERATION NUMBER 726. Current Log-Posterior: 145938 Step Size: -91745.88327 Smoothing Hyper-parameters: 0.077388 0.116379 0.029437 0.080447 0.219733 0.153029 0.256242 Expected Total MS Cnt: 13.7902 Backgound Scale: 1.00489. ITERATION NUMBER 727. Current Log-Posterior: 216676 Step Size: 70737.43613 Smoothing Hyper-parameters: 0.166541 0.077218 0.117766 0.152700 0.095518 0.173158 0.224152 Expected Total MS Cnt: 7.97714 Backgound Scale: 0.997285. ITERATION NUMBER 728. Current Log-Posterior: 124468 Step Size: -92208.155 Smoothing Hyper-parameters: 0.108776 0.165039 0.131618 0.105462 0.128737 0.132416 0.133649 Expected Total MS Cnt: 14.0217 Backgound Scale: 0.996183. ITERATION NUMBER 729. Current Log-Posterior: 140036 Step Size: 15568.15184 Smoothing Hyper-parameters: 0.123190 0.126299 0.218709 0.098202 0.232213 0.199256 0.264683 Expected Total MS Cnt: 12.9862 Backgound Scale: 1.00351. ITERATION NUMBER 730. Current Log-Posterior: 133546 Step Size: -6489.791682 Smoothing Hyper-parameters: 0.205204 0.082560 0.109596 0.119248 0.117339 0.105398 0.036485 Expected Total MS Cnt: 14.6467 Backgound Scale: 0.996159. ITERATION NUMBER 731. Current Log-Posterior: 109606 Step Size: -23940.0598 Smoothing Hyper-parameters: 0.158240 0.094719 0.174972 0.153982 0.126722 0.271522 0.185351 Expected Total MS Cnt: 23.7921 Backgound Scale: 1.00271. ITERATION NUMBER 732. Current Log-Posterior: 119297 Step Size: 9691.593249 Smoothing Hyper-parameters: 0.231908 0.060120 0.156147 0.171127 0.227066 0.161614 0.301887 Expected Total MS Cnt: 14.7183 Backgound Scale: 0.998041. ITERATION NUMBER 733. Current Log-Posterior: 113244 Step Size: -6053.6889 Smoothing Hyper-parameters: 0.231113 0.234586 0.304318 0.042207 0.156045 0.132365 0.145293 Expected Total MS Cnt: 19.4621 Backgound Scale: 1.00221. ITERATION NUMBER 734. Current Log-Posterior: 78415.7 Step Size: -34828.01121 Smoothing Hyper-parameters: 0.132072 0.015729 0.185507 0.207810 0.164108 0.094480 0.228188 Expected Total MS Cnt: 25.8892 Backgound Scale: 1.00665. ITERATION NUMBER 735. Current Log-Posterior: 296437 Step Size: 218021.7667 Smoothing Hyper-parameters: 0.147113 0.051711 0.192125 0.161078 0.280370 0.094550 0.137397 Expected Total MS Cnt: 25.4165 Backgound Scale: 1.00199. ITERATION NUMBER 736. Current Log-Posterior: 150214 Step Size: -146223.8424 Smoothing Hyper-parameters: 0.173955 0.209513 0.163826 0.150990 0.319112 0.100394 0.105402 Expected Total MS Cnt: 23.3679 Backgound Scale: 1.00718. ITERATION NUMBER 737. Current Log-Posterior: 96016 Step Size: -54197.5899 Smoothing Hyper-parameters: 0.171267 0.068965 0.115712 0.179638 0.231438 0.077789 0.136251 Expected Total MS Cnt: 16.4941 Backgound Scale: 1.00711. ITERATION NUMBER 738. Current Log-Posterior: 125794 Step Size: 29777.78776 Smoothing Hyper-parameters: 0.152170 0.068965 0.203464 0.147787 0.193111 0.151659 0.145479 Expected Total MS Cnt: 16.1978 Backgound Scale: 0.997006. ITERATION NUMBER 739. Current Log-Posterior: 133714 Step Size: 7920.277055 Smoothing Hyper-parameters: 0.062977 0.192814 0.129735 0.138306 0.178985 0.106304 0.147966 Expected Total MS Cnt: 13.7081 Backgound Scale: 1.01209. ITERATION NUMBER 740. Current Log-Posterior: 221134 Step Size: 87420.07293 Smoothing Hyper-parameters: 0.151149 0.259918 0.173872 0.144715 0.106359 0.249556 0.194374 Expected Total MS Cnt: 10.6633 Backgound Scale: 1.00628. ITERATION NUMBER 741. Current Log-Posterior: 103581 Step Size: -117553.5716 Smoothing Hyper-parameters: 0.086313 0.173018 0.098337 0.161277 0.155978 0.184248 0.174178 Expected Total MS Cnt: 10.9893 Backgound Scale: 0.997924. ITERATION NUMBER 742. Current Log-Posterior: 168609 Step Size: 65028.1831 Smoothing Hyper-parameters: 0.114433 0.214338 0.138980 0.137429 0.166831 0.055864 0.157773 Expected Total MS Cnt: 8.51187 Backgound Scale: 0.998769. ITERATION NUMBER 743. Current Log-Posterior: 131195 Step Size: -37413.92751 Smoothing Hyper-parameters: 0.122194 0.078173 0.200760 0.021642 0.202926 0.163550 0.103034 Expected Total MS Cnt: 5.86554 Backgound Scale: 1.011. ITERATION NUMBER 744. Current Log-Posterior: 154777 Step Size: 23582.33559 Smoothing Hyper-parameters: 0.149998 0.219794 0.104606 0.209626 0.198309 0.146551 0.180671 Expected Total MS Cnt: 5.90121 Backgound Scale: 0.992072. ITERATION NUMBER 745. Current Log-Posterior: 108076 Step Size: -46701.61738 Smoothing Hyper-parameters: 0.185481 0.159860 0.108294 0.099598 0.107925 0.107674 0.138895 Expected Total MS Cnt: 6.25669 Backgound Scale: 1.00591. ITERATION NUMBER 746. Current Log-Posterior: 98999.8 Step Size: -9075.745757 Smoothing Hyper-parameters: 0.174376 0.007522 0.185810 0.218337 0.044038 0.113827 0.076711 Expected Total MS Cnt: 3.09078 Backgound Scale: 0.99797. ITERATION NUMBER 747. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.208250 0.120755 0.065557 0.034937 0.181765 0.010172 0.221431 Expected Total MS Cnt: 2.25615 Backgound Scale: 0.996738. ITERATION NUMBER 748. Current Log-Posterior: 107548 Step Size: -inf Smoothing Hyper-parameters: 0.123667 0.217799 0.211509 0.083716 0.144343 0.078470 0.023689 Expected Total MS Cnt: 2.09305 Backgound Scale: 0.99761. ITERATION NUMBER 749. Current Log-Posterior: 122719 Step Size: 15170.94793 Smoothing Hyper-parameters: 0.169289 0.191680 0.099842 0.235912 0.190961 0.069845 0.132350 Expected Total MS Cnt: 4.23906 Backgound Scale: 0.995544. ITERATION NUMBER 750. Current Log-Posterior: 101293 Step Size: -21425.85279 Smoothing Hyper-parameters: 0.238106 0.109729 0.195445 0.105788 0.139624 0.080501 0.103830 Expected Total MS Cnt: 2.97018 Backgound Scale: 0.995732. ITERATION NUMBER 751. Current Log-Posterior: 90620.1 Step Size: -10672.99927 Smoothing Hyper-parameters: 0.346002 0.274402 0.037008 0.222604 0.190242 0.172729 0.100765 Expected Total MS Cnt: 4.30079 Backgound Scale: 0.998213. ITERATION NUMBER 752. Current Log-Posterior: 73409.4 Step Size: -17210.66914 Smoothing Hyper-parameters: 0.165700 0.105931 0.166249 0.229554 0.197998 0.174377 0.127879 Expected Total MS Cnt: 9.20844 Backgound Scale: 1.00146. ITERATION NUMBER 753. Current Log-Posterior: 112483 Step Size: 39074.02447 Smoothing Hyper-parameters: 0.085757 0.196194 0.112799 0.127281 0.123550 0.141431 0.133754 Expected Total MS Cnt: 16.1873 Backgound Scale: 0.996201. ITERATION NUMBER 754. Current Log-Posterior: 167486 Step Size: 55002.79875 Smoothing Hyper-parameters: 0.060569 0.185893 0.173785 0.315272 0.068215 0.151327 0.240778 Expected Total MS Cnt: 6.94145 Backgound Scale: 0.997908. ITERATION NUMBER 755. Current Log-Posterior: 226533 Step Size: 59046.87951 Smoothing Hyper-parameters: 0.182476 0.041587 0.249938 0.176358 0.189744 0.151327 0.188708 Expected Total MS Cnt: 5.98556 Backgound Scale: 0.990991. ITERATION NUMBER 756. Current Log-Posterior: 147642 Step Size: -78890.85279 Smoothing Hyper-parameters: 0.093688 0.140150 0.120653 0.217651 0.157296 0.104211 0.067162 Expected Total MS Cnt: 9.89382 Backgound Scale: 1.00377. ITERATION NUMBER 757. Current Log-Posterior: 162729 Step Size: 15086.22231 Smoothing Hyper-parameters: 0.166880 0.215154 0.325359 0.173912 0.226060 0.168838 0.198372 Expected Total MS Cnt: 16.4592 Backgound Scale: 1.00214. ITERATION NUMBER 758. Current Log-Posterior: 95307.7 Step Size: -67420.80932 Smoothing Hyper-parameters: 0.047254 0.065608 0.156233 0.296253 0.140139 0.144558 0.264980 Expected Total MS Cnt: 21.268 Backgound Scale: 1.00222. ITERATION NUMBER 759. Current Log-Posterior: 310111 Step Size: 214803.2022 Smoothing Hyper-parameters: 0.205980 0.175845 0.224462 0.056316 0.118552 0.235940 0.160724 Expected Total MS Cnt: 17.9975 Backgound Scale: 1.00673. ITERATION NUMBER 760. Current Log-Posterior: 88496.6 Step Size: -221614.2862 Smoothing Hyper-parameters: 0.068640 0.064373 0.110597 0.095569 0.217226 0.106116 0.185031 Expected Total MS Cnt: 16.3099 Backgound Scale: 1.01731. ITERATION NUMBER 761. Current Log-Posterior: 234722 Step Size: 146225.5186 Smoothing Hyper-parameters: 0.261163 0.112484 0.129536 0.174217 0.177661 0.196754 0.166611 Expected Total MS Cnt: 19.7437 Backgound Scale: 0.990758. ITERATION NUMBER 762. Current Log-Posterior: 85280.9 Step Size: -149441.2271 Smoothing Hyper-parameters: 0.170923 0.121252 0.196121 0.196215 0.140910 0.154261 0.126427 Expected Total MS Cnt: 17.0897 Backgound Scale: 0.987593. ITERATION NUMBER 763. Current Log-Posterior: 107243 Step Size: 21961.79015 Smoothing Hyper-parameters: 0.056039 0.223754 0.268769 0.146234 0.149456 0.100354 0.120862 Expected Total MS Cnt: 13.0945 Backgound Scale: 0.992481. ITERATION NUMBER 764. Current Log-Posterior: 235107 Step Size: 127864.5892 Smoothing Hyper-parameters: 0.075208 0.195858 0.084145 0.179452 0.190785 0.106995 0.165938 Expected Total MS Cnt: 13.4678 Backgound Scale: 0.999088. ITERATION NUMBER 765. Current Log-Posterior: 191471 Step Size: -43636.529 Smoothing Hyper-parameters: 0.115514 0.160302 0.236513 0.202763 0.231475 0.140623 0.201006 Expected Total MS Cnt: 12.7649 Backgound Scale: 1.01184. ITERATION NUMBER 766. Current Log-Posterior: 131467 Step Size: -60003.9057 Smoothing Hyper-parameters: 0.079399 0.182368 0.249619 0.082633 0.266390 0.103300 0.155682 Expected Total MS Cnt: 14.7164 Backgound Scale: 0.980503. ITERATION NUMBER 767. Current Log-Posterior: 178120 Step Size: 46653.58551 Smoothing Hyper-parameters: 0.132314 0.043752 0.183023 0.181220 0.137704 0.167439 0.158883 Expected Total MS Cnt: 15.8496 Backgound Scale: 0.997207. ITERATION NUMBER 768. Current Log-Posterior: 169342 Step Size: -8778.875133 Smoothing Hyper-parameters: 0.102445 0.183853 0.054145 0.274591 0.318204 0.128997 0.270343 Expected Total MS Cnt: 15.6384 Backgound Scale: 0.977493. ITERATION NUMBER 769. Current Log-Posterior: 153643 Step Size: -15698.24686 Smoothing Hyper-parameters: 0.091146 0.203665 0.103871 0.241505 0.164836 0.137745 0.271003 Expected Total MS Cnt: 19.8879 Backgound Scale: 1.00233. ITERATION NUMBER 770. Current Log-Posterior: 159501 Step Size: 5858.176449 Smoothing Hyper-parameters: 0.174598 0.198925 0.152288 0.244393 0.140465 0.152190 0.300011 Expected Total MS Cnt: 24.4976 Backgound Scale: 1.00112. ITERATION NUMBER 771. Current Log-Posterior: 95189.6 Step Size: -64311.85269 Smoothing Hyper-parameters: 0.178614 0.116116 0.234151 0.054071 0.082155 0.024058 0.136842 Expected Total MS Cnt: 19.1802 Backgound Scale: 0.9942. ITERATION NUMBER 772. Current Log-Posterior: 106594 Step Size: 11404.07542 Smoothing Hyper-parameters: 0.213846 0.055137 0.212785 0.207983 0.117078 0.113144 0.104917 Expected Total MS Cnt: 15.174 Backgound Scale: 0.999173. ITERATION NUMBER 773. Current Log-Posterior: 123524 Step Size: 16929.84493 Smoothing Hyper-parameters: 0.169789 0.072437 0.225860 0.141421 0.224035 0.209957 0.145980 Expected Total MS Cnt: 13.1655 Backgound Scale: 1.00383. ITERATION NUMBER 774. Current Log-Posterior: 122147 Step Size: -1376.26617 Smoothing Hyper-parameters: 0.022208 0.166491 0.029994 0.308882 0.163347 0.169056 0.158403 Expected Total MS Cnt: 13.7642 Backgound Scale: 0.996313. ITERATION NUMBER 775. Current Log-Posterior: 597323 Step Size: 475175.8174 Smoothing Hyper-parameters: 0.162983 0.065017 0.129889 0.085963 0.306819 0.124910 0.152103 Expected Total MS Cnt: 9.93159 Backgound Scale: 0.997492. ITERATION NUMBER 776. Current Log-Posterior: 134047 Step Size: -463276.1617 Smoothing Hyper-parameters: 0.183682 0.035368 0.227315 0.079632 0.178481 0.008394 0.195825 Expected Total MS Cnt: 14.1643 Backgound Scale: 1.01529. ITERATION NUMBER 777. Current Log-Posterior: 163597 Step Size: 29549.738 Smoothing Hyper-parameters: 0.100743 0.076693 0.119185 0.116126 0.075764 0.017081 0.126832 Expected Total MS Cnt: 14.7899 Backgound Scale: 1.00635. ITERATION NUMBER 778. Current Log-Posterior: 171952 Step Size: 8355.453174 Smoothing Hyper-parameters: 0.068535 0.084146 0.160205 0.080433 0.306478 0.266324 0.241624 Expected Total MS Cnt: 10.8382 Backgound Scale: 0.994958. ITERATION NUMBER 779. Current Log-Posterior: 225567 Step Size: 53615.0681 Smoothing Hyper-parameters: 0.193346 0.191374 0.208884 0.215044 0.148863 0.072602 0.274776 Expected Total MS Cnt: 5.79549 Backgound Scale: 0.988671. ITERATION NUMBER 780. Current Log-Posterior: 88355.2 Step Size: -137212.0361 Smoothing Hyper-parameters: 0.072767 0.117596 0.252109 0.019992 0.120863 0.085889 0.101371 Expected Total MS Cnt: 5.14075 Backgound Scale: 0.999673. ITERATION NUMBER 781. Current Log-Posterior: 209285 Step Size: 120930.2125 Smoothing Hyper-parameters: 0.123907 0.040012 0.310608 0.122464 0.024430 0.230095 0.282383 Expected Total MS Cnt: 3.0809 Backgound Scale: 0.996409. ITERATION NUMBER 782. Current Log-Posterior: 183520 Step Size: -25764.90924 Smoothing Hyper-parameters: 0.116956 0.108749 0.343358 0.244025 0.089905 0.129421 0.150408 Expected Total MS Cnt: 3.67382 Backgound Scale: 0.996952. ITERATION NUMBER 783. Current Log-Posterior: 139182 Step Size: -44338.48176 Smoothing Hyper-parameters: 0.167410 0.252355 0.241494 0.169948 0.176663 0.267381 0.161880 Expected Total MS Cnt: 4.40075 Backgound Scale: 1.00053. ITERATION NUMBER 784. Current Log-Posterior: 94107.8 Step Size: -45074.18851 Smoothing Hyper-parameters: 0.204464 0.052261 0.157832 0.136649 0.238397 0.336703 0.272685 Expected Total MS Cnt: 7.33513 Backgound Scale: 1.02432. ITERATION NUMBER 785. Current Log-Posterior: 129158 Step Size: 35049.81116 Smoothing Hyper-parameters: 0.059528 0.304852 0.147119 0.103283 0.112919 0.162000 0.173474 Expected Total MS Cnt: 9.23114 Backgound Scale: 1.01293. ITERATION NUMBER 786. Current Log-Posterior: 226030 Step Size: 96871.93971 Smoothing Hyper-parameters: 0.279300 0.119784 0.146506 0.076501 0.236260 0.131160 0.110354 Expected Total MS Cnt: 5.87441 Backgound Scale: 0.987847. ITERATION NUMBER 787. Current Log-Posterior: 82187.6 Step Size: -143841.9184 Smoothing Hyper-parameters: 0.055229 0.222466 0.128978 0.205695 0.274422 0.119663 0.219274 Expected Total MS Cnt: 5.6967 Backgound Scale: 0.995433. ITERATION NUMBER 788. Current Log-Posterior: 244741 Step Size: 162553.1316 Smoothing Hyper-parameters: 0.129334 0.101343 0.240148 0.135297 0.106687 0.084717 0.112018 Expected Total MS Cnt: 5.85469 Backgound Scale: 1.01882. ITERATION NUMBER 789. Current Log-Posterior: 132298 Step Size: -112443.1201 Smoothing Hyper-parameters: 0.147571 0.153794 0.136264 0.190572 0.182424 0.138728 0.120067 Expected Total MS Cnt: 4.15549 Backgound Scale: 1.01123. ITERATION NUMBER 790. Current Log-Posterior: 113135 Step Size: -19162.54701 Smoothing Hyper-parameters: 0.100047 0.229779 0.116571 0.177469 0.134507 0.211720 0.171007 Expected Total MS Cnt: 1.47399 Backgound Scale: 0.999667. ITERATION NUMBER 791. Current Log-Posterior: 147707 Step Size: 34572.15765 Smoothing Hyper-parameters: 0.071199 0.251372 0.149683 0.152638 0.121489 0.203130 0.281556 Expected Total MS Cnt: 1.0857 Backgound Scale: 1.00736. ITERATION NUMBER 792. Current Log-Posterior: 190796 Step Size: 43089.10244 Smoothing Hyper-parameters: 0.214445 0.284499 0.145093 0.117384 0.128628 0.195398 0.075141 Expected Total MS Cnt: 2.16709 Backgound Scale: 1.01339. ITERATION NUMBER 793. Current Log-Posterior: 80720.4 Step Size: -110076.0033 Smoothing Hyper-parameters: 0.246342 0.153938 0.122708 0.150522 0.155821 0.248543 0.192777 Expected Total MS Cnt: 0.390725 Backgound Scale: 1.02333. ITERATION NUMBER 794. Current Log-Posterior: 82365 Step Size: 1644.600097 Smoothing Hyper-parameters: 0.176031 0.199986 0.074479 0.148796 0.078794 0.205598 0.040539 Expected Total MS Cnt: 1.14665 Backgound Scale: 1.00345. ITERATION NUMBER 795. Current Log-Posterior: 101286 Step Size: 18921.25344 Smoothing Hyper-parameters: 0.187553 0.283215 0.227848 0.139536 0.130233 0.076160 0.122264 Expected Total MS Cnt: 0.124328 Backgound Scale: 1.00291. ITERATION NUMBER 796. Current Log-Posterior: 85309.3 Step Size: -15976.93285 Smoothing Hyper-parameters: 0.149891 0.165460 0.108693 0.128378 0.135289 0.130930 0.099217 Expected Total MS Cnt: 0.290174 Backgound Scale: 1.01395. ITERATION NUMBER 797. Current Log-Posterior: 113525 Step Size: 28215.31076 Smoothing Hyper-parameters: 0.096980 0.182829 0.085441 0.137060 0.217894 0.124146 0.187888 Expected Total MS Cnt: 1.01919 Backgound Scale: 0.999476. ITERATION NUMBER 798. Current Log-Posterior: 154555 Step Size: 41030.16803 Smoothing Hyper-parameters: 0.188911 0.228904 0.190168 0.151982 0.166320 0.173631 0.331189 Expected Total MS Cnt: 0.635027 Backgound Scale: 1.00497. ITERATION NUMBER 799. Current Log-Posterior: 88620.3 Step Size: -65934.47064 Smoothing Hyper-parameters: 0.052887 0.153230 0.183006 0.134171 0.050773 0.082922 0.199253 Expected Total MS Cnt: 1.0012 Backgound Scale: 0.999106. ITERATION NUMBER 800. Current Log-Posterior: 257335 Step Size: 168715.2099 Smoothing Hyper-parameters: 0.081702 0.150354 0.183847 0.102272 0.097324 0.134045 0.183468 Expected Total MS Cnt: 0.604745 Backgound Scale: 0.990461. ITERATION NUMBER 801. Current Log-Posterior: 179147 Step Size: -78188.35018 Smoothing Hyper-parameters: 0.238303 0.255185 0.078444 0.235423 0.165201 0.174135 0.097467 Expected Total MS Cnt: 3.76846 Backgound Scale: 1.02769. ITERATION NUMBER 802. Current Log-Posterior: 79091.8 Step Size: -100055.3255 Smoothing Hyper-parameters: 0.229846 0.120471 0.158753 0.182495 0.029990 0.204409 0.183895 Expected Total MS Cnt: 2.09642 Backgound Scale: 0.999737. ITERATION NUMBER 803. Current Log-Posterior: 91230.8 Step Size: 12138.99634 Smoothing Hyper-parameters: 0.140936 0.095423 0.152213 0.251749 0.203849 0.316286 0.142381 Expected Total MS Cnt: 2.01515 Backgound Scale: 0.997144. ITERATION NUMBER 804. Current Log-Posterior: 127676 Step Size: 36445.54585 Smoothing Hyper-parameters: 0.029183 0.219373 0.027109 0.278695 0.122192 0.072544 0.054070 Expected Total MS Cnt: 2.13004 Backgound Scale: 1.00364. ITERATION NUMBER 805. Current Log-Posterior: 466507 Step Size: 338830.3829 Smoothing Hyper-parameters: 0.069952 0.158589 0.198246 0.192570 0.149777 0.150544 0.136734 Expected Total MS Cnt: 9.63472 Backgound Scale: 1.00709. ITERATION NUMBER 806. Current Log-Posterior: 203668 Step Size: -262839.2163 Smoothing Hyper-parameters: 0.143534 0.089825 0.035286 0.092402 0.273477 0.129896 0.139670 Expected Total MS Cnt: 4.35297 Backgound Scale: 1.01286. ITERATION NUMBER 807. Current Log-Posterior: 147797 Step Size: -55870.35702 Smoothing Hyper-parameters: 0.168255 0.250183 0.154292 0.234270 0.347215 0.052579 0.187191 Expected Total MS Cnt: 1.64136 Backgound Scale: 0.997368. ITERATION NUMBER 808. Current Log-Posterior: 96032 Step Size: -51765.16872 Smoothing Hyper-parameters: 0.287648 0.127946 0.240257 0.109488 0.123093 0.153824 0.161015 Expected Total MS Cnt: 1.56505 Backgound Scale: 0.995037. ITERATION NUMBER 809. Current Log-Posterior: 77400.4 Step Size: -18631.60192 Smoothing Hyper-parameters: 0.177396 0.061521 0.092351 0.148835 0.119116 0.155185 0.287677 Expected Total MS Cnt: 0.470485 Backgound Scale: 1.0162. ITERATION NUMBER 810. Current Log-Posterior: 130203 Step Size: 52802.80466 Smoothing Hyper-parameters: 0.102347 0.166902 0.186913 0.176898 0.146764 0.108643 0.219857 Expected Total MS Cnt: 0.199919 Backgound Scale: 1.00745. ITERATION NUMBER 811. Current Log-Posterior: 146012 Step Size: 15809.25205 Smoothing Hyper-parameters: 0.151056 0.138152 0.328327 0.227689 0.298166 0.355579 0.072420 Expected Total MS Cnt: 0.0464509 Backgound Scale: 1.00658. ITERATION NUMBER 812. Current Log-Posterior: 109928 Step Size: -36084.32504 Smoothing Hyper-parameters: 0.160155 0.274899 0.222521 0.165095 0.133703 0.140067 0.085760 Expected Total MS Cnt: 3.05743 Backgound Scale: 1.00071. ITERATION NUMBER 813. Current Log-Posterior: 96780.1 Step Size: -13148.01528 Smoothing Hyper-parameters: 0.229347 0.235587 0.112988 0.147850 0.260687 0.110003 0.110254 Expected Total MS Cnt: 1.61553 Backgound Scale: 1.01763. ITERATION NUMBER 814. Current Log-Posterior: 78838.6 Step Size: -17941.50845 Smoothing Hyper-parameters: 0.217480 0.180590 0.178676 0.216418 0.231054 0.129728 0.160699 Expected Total MS Cnt: 1.8356 Backgound Scale: 1.01385. ITERATION NUMBER 815. Current Log-Posterior: 83485.9 Step Size: 4647.261077 Smoothing Hyper-parameters: 0.094082 0.268532 0.160632 0.167603 0.132050 0.278227 0.155199 Expected Total MS Cnt: 2.57026 Backgound Scale: 1.00581. ITERATION NUMBER 816. Current Log-Posterior: 150494 Step Size: 67008.23638 Smoothing Hyper-parameters: 0.156222 0.115563 0.138385 0.306539 0.266951 0.175240 0.221716 Expected Total MS Cnt: 0.216041 Backgound Scale: 1.001. ITERATION NUMBER 817. Current Log-Posterior: 114172 Step Size: -36321.63512 Smoothing Hyper-parameters: 0.103000 0.137994 0.129282 0.184326 0.110754 0.077747 0.118781 Expected Total MS Cnt: 2.329 Backgound Scale: 1.00994. ITERATION NUMBER 818. Current Log-Posterior: 151630 Step Size: 37457.8595 Smoothing Hyper-parameters: 0.104673 0.168769 0.225176 0.159489 0.289981 0.208796 0.097640 Expected Total MS Cnt: 0.644367 Backgound Scale: 0.997249. ITERATION NUMBER 819. Current Log-Posterior: 143813 Step Size: -7817.199398 Smoothing Hyper-parameters: 0.145551 0.147601 0.109589 0.183526 0.095391 0.214342 0.157153 Expected Total MS Cnt: 4.03837 Backgound Scale: 0.98224. ITERATION NUMBER 820. Current Log-Posterior: 115670 Step Size: -28143.26166 Smoothing Hyper-parameters: 0.268219 0.153896 0.129929 0.154211 0.242283 0.098520 0.121332 Expected Total MS Cnt: 1.70282 Backgound Scale: 1.01237. ITERATION NUMBER 821. Current Log-Posterior: 78391.5 Step Size: -37278.39679 Smoothing Hyper-parameters: 0.191723 0.259060 0.190517 0.266137 0.146536 0.145535 0.090996 Expected Total MS Cnt: 0.843224 Backgound Scale: 0.994166. ITERATION NUMBER 822. Current Log-Posterior: 85713.5 Step Size: 7322.006418 Smoothing Hyper-parameters: 0.202465 0.223809 0.238316 0.317293 0.283827 0.183400 0.269901 Expected Total MS Cnt: 0.281805 Backgound Scale: 0.996702. ITERATION NUMBER 823. Current Log-Posterior: 83286 Step Size: -2427.496113 Smoothing Hyper-parameters: 0.114285 0.171584 0.281772 0.158481 0.055594 0.038144 0.214330 Expected Total MS Cnt: 0.397817 Backgound Scale: 1.00137. ITERATION NUMBER 824. Current Log-Posterior: 134265 Step Size: 50978.62385 Smoothing Hyper-parameters: 0.265424 0.164557 0.128810 0.043175 0.102625 0.284776 0.184296 Expected Total MS Cnt: 1.20064 Backgound Scale: 0.984866. ITERATION NUMBER 825. Current Log-Posterior: 80100.9 Step Size: -54163.73983 Smoothing Hyper-parameters: 0.192271 0.192773 0.189513 0.167388 0.153324 0.218221 0.305924 Expected Total MS Cnt: 0.149295 Backgound Scale: 0.994786. ITERATION NUMBER 826. Current Log-Posterior: 89708.2 Step Size: 9607.369512 Smoothing Hyper-parameters: 0.068019 0.061854 0.129025 0.195244 0.056381 0.165269 0.074345 Expected Total MS Cnt: 0.72882 Backgound Scale: 1.00693. ITERATION NUMBER 827. Current Log-Posterior: 237380 Step Size: 147671.5504 Smoothing Hyper-parameters: 0.144775 0.108605 0.133305 0.192503 0.224155 0.113446 0.084971 Expected Total MS Cnt: 1.43741 Backgound Scale: 0.988335. ITERATION NUMBER 828. Current Log-Posterior: 122250 Step Size: -115129.9666 Smoothing Hyper-parameters: 0.182801 0.146855 0.029235 0.113319 0.211456 0.214422 0.145668 Expected Total MS Cnt: 0.0635101 Backgound Scale: 1.0051. ITERATION NUMBER 829. Current Log-Posterior: 118928 Step Size: -3321.478854 Smoothing Hyper-parameters: 0.113183 0.160029 0.130095 0.190872 0.136732 0.211720 0.110080 Expected Total MS Cnt: 2.06682 Backgound Scale: 1.01044. ITERATION NUMBER 830. Current Log-Posterior: 135505 Step Size: 16576.22701 Smoothing Hyper-parameters: 0.223584 0.202738 0.253239 0.241588 0.156484 0.247973 0.120696 Expected Total MS Cnt: 3.84394 Backgound Scale: 0.993188. ITERATION NUMBER 831. Current Log-Posterior: 78999.5 Step Size: -56505.10677 Smoothing Hyper-parameters: 0.223584 0.224972 0.136908 0.277095 0.102467 0.203819 0.230571 Expected Total MS Cnt: 0.210555 Backgound Scale: 0.999666. ITERATION NUMBER 832. Current Log-Posterior: 80212.5 Step Size: 1213.049412 Smoothing Hyper-parameters: 0.309015 0.169697 0.312938 0.136178 0.192286 0.089691 0.261748 Expected Total MS Cnt: 0.314509 Backgound Scale: 0.998049. ITERATION NUMBER 833. Current Log-Posterior: 66470.3 Step Size: -13742.19593 Smoothing Hyper-parameters: 0.216220 0.016503 0.208968 0.296136 0.114476 0.064066 0.145748 Expected Total MS Cnt: 0.19405 Backgound Scale: 0.998977. ITERATION NUMBER 834. Current Log-Posterior: 257984 Step Size: 191513.2752 Smoothing Hyper-parameters: 0.130235 0.088456 0.139075 0.177354 0.286556 0.193692 0.249789 Expected Total MS Cnt: 2.29089 Backgound Scale: 1.00521. ITERATION NUMBER 835. Current Log-Posterior: 139335 Step Size: -118648.8206 Smoothing Hyper-parameters: 0.092883 0.028143 0.146723 0.258797 0.189514 0.301745 0.113584 Expected Total MS Cnt: 0.162895 Backgound Scale: 0.993811. ITERATION NUMBER 836. Current Log-Posterior: 248507 Step Size: 109171.8481 Smoothing Hyper-parameters: 0.133825 0.024551 0.217985 0.196993 0.202392 0.134153 0.029852 Expected Total MS Cnt: 0.0140299 Backgound Scale: 0.991465. ITERATION NUMBER 837. Current Log-Posterior: 219980 Step Size: -28526.8689 Smoothing Hyper-parameters: 0.072320 0.110012 0.212350 0.048252 0.144553 0.250435 0.068808 Expected Total MS Cnt: 0.0821662 Backgound Scale: 1.00155. ITERATION NUMBER 838. Current Log-Posterior: 206498 Step Size: -13481.56129 Smoothing Hyper-parameters: 0.098520 0.049520 0.147203 0.065771 0.198038 0.107287 0.206836 Expected Total MS Cnt: 1.87228 Backgound Scale: 0.997098. ITERATION NUMBER 839. Current Log-Posterior: 191602 Step Size: -14896.25182 Smoothing Hyper-parameters: 0.204161 0.100235 0.089506 0.171019 0.178595 0.174735 0.037839 Expected Total MS Cnt: 1.47227 Backgound Scale: 0.994265. ITERATION NUMBER 840. Current Log-Posterior: 104368 Step Size: -87233.43836 Smoothing Hyper-parameters: 0.204161 0.142972 0.183394 0.060532 0.168508 0.214747 0.132895 Expected Total MS Cnt: 1.72983 Backgound Scale: 0.998189. ITERATION NUMBER 841. Current Log-Posterior: 94392.2 Step Size: -9976.324307 Smoothing Hyper-parameters: 0.124666 0.088088 0.155766 0.217404 0.107165 0.240533 0.142262 Expected Total MS Cnt: 1.39869 Backgound Scale: 1.00127. ITERATION NUMBER 842. Current Log-Posterior: 141737 Step Size: 47345.15627 Smoothing Hyper-parameters: 0.267563 0.260889 0.122421 0.119192 0.093907 0.062974 0.039982 Expected Total MS Cnt: 0.470833 Backgound Scale: 1.00812. ITERATION NUMBER 843. Current Log-Posterior: 70733.5 Step Size: -71003.78735 Smoothing Hyper-parameters: 0.156401 0.111174 0.101872 0.221657 0.075078 0.119798 0.162128 Expected Total MS Cnt: 1.10077 Backgound Scale: 0.998042. ITERATION NUMBER 844. Current Log-Posterior: 117350 Step Size: 46616.29798 Smoothing Hyper-parameters: 0.190423 0.092573 0.173130 0.177035 0.255888 0.058802 0.106864 Expected Total MS Cnt: 0.142443 Backgound Scale: 0.99476. ITERATION NUMBER 845. Current Log-Posterior: 106140 Step Size: -11210.24976 Smoothing Hyper-parameters: 0.167518 0.078417 0.295780 0.172698 0.143534 0.133159 0.105616 Expected Total MS Cnt: 0.256716 Backgound Scale: 1.00995. ITERATION NUMBER 846. Current Log-Posterior: 119821 Step Size: 13681.20585 Smoothing Hyper-parameters: 0.064611 0.255940 0.073983 0.108556 0.066026 0.157645 0.232831 Expected Total MS Cnt: 0.750368 Backgound Scale: 0.99792. ITERATION NUMBER 847. Current Log-Posterior: 216129 Step Size: 96308.24242 Smoothing Hyper-parameters: 0.196737 0.185339 0.196157 0.200587 0.229991 0.074334 0.226440 Expected Total MS Cnt: 1.17249 Backgound Scale: 0.981594. ITERATION NUMBER 848. Current Log-Posterior: 87905.1 Step Size: -128223.8977 Smoothing Hyper-parameters: 0.098714 0.180523 0.096997 0.173041 0.214978 0.039014 0.163329 Expected Total MS Cnt: 0.615837 Backgound Scale: 1.01237. ITERATION NUMBER 849. Current Log-Posterior: 153607 Step Size: 65701.87755 Smoothing Hyper-parameters: 0.246966 0.195268 0.113859 0.206974 0.244273 0.056434 0.115877 Expected Total MS Cnt: 0.340817 Backgound Scale: 1.00289. ITERATION NUMBER 850. Current Log-Posterior: 78115.7 Step Size: -75491.35603 Smoothing Hyper-parameters: 0.204693 0.114371 0.136034 0.131979 0.120589 0.155257 0.209101 Expected Total MS Cnt: 0.0750871 Backgound Scale: 1.0167. ITERATION NUMBER 851. Current Log-Posterior: 98328.7 Step Size: 20213.06515 Smoothing Hyper-parameters: 0.122802 0.039657 0.029221 0.250961 0.093609 0.220970 0.221879 Expected Total MS Cnt: 0.426094 Backgound Scale: 1.00262. ITERATION NUMBER 852. Current Log-Posterior: 207063 Step Size: 108734.3101 Smoothing Hyper-parameters: 0.259136 0.099329 0.057938 0.107676 0.152594 0.110667 0.109533 Expected Total MS Cnt: 0.0338654 Backgound Scale: 0.99271. ITERATION NUMBER 853. Current Log-Posterior: 97908.6 Step Size: -109154.4408 Smoothing Hyper-parameters: 0.338495 0.115968 0.208608 0.277244 0.044324 0.160593 0.311795 Expected Total MS Cnt: 0.367681 Backgound Scale: 1.00948. ITERATION NUMBER 854. Current Log-Posterior: 72713.7 Step Size: -25194.90541 Smoothing Hyper-parameters: 0.048692 0.063844 0.075419 0.078982 0.233523 0.075399 0.130876 Expected Total MS Cnt: 1.66151 Backgound Scale: 1.00227. ITERATION NUMBER 855. Current Log-Posterior: 313519 Step Size: 240805.6298 Smoothing Hyper-parameters: 0.041539 0.314517 0.121662 0.145008 0.191746 0.077174 0.236302 Expected Total MS Cnt: 2.22758 Backgound Scale: 0.994186. ITERATION NUMBER 856. Current Log-Posterior: 313046 Step Size: -473.1905757 Smoothing Hyper-parameters: 0.131348 0.065443 0.254131 0.118974 0.010511 0.150918 0.094747 Expected Total MS Cnt: 1.82361 Backgound Scale: 0.995052. ITERATION NUMBER 857. Current Log-Posterior: 154738 Step Size: -158307.8755 Smoothing Hyper-parameters: 0.145144 0.115128 0.066260 0.187664 0.116669 0.210015 0.101510 Expected Total MS Cnt: 0.411317 Backgound Scale: 1.00771. ITERATION NUMBER 858. Current Log-Posterior: 126669 Step Size: -28069.13973 Smoothing Hyper-parameters: 0.167318 0.157887 0.116165 0.218459 0.250620 0.201077 0.090967 Expected Total MS Cnt: 0.304903 Backgound Scale: 1.00122. ITERATION NUMBER 859. Current Log-Posterior: 103932 Step Size: -22736.62779 Smoothing Hyper-parameters: 0.036197 0.092199 0.186822 0.066235 0.137003 0.294252 0.060192 Expected Total MS Cnt: 0.333588 Backgound Scale: 0.998789. ITERATION NUMBER 860. Current Log-Posterior: 379085 Step Size: 275152.1101 Smoothing Hyper-parameters: 0.027040 0.038682 0.224617 0.188366 0.171349 0.262413 0.135034 Expected Total MS Cnt: 0.233325 Backgound Scale: 0.997201. ITERATION NUMBER 861. Current Log-Posterior: 538251 Step Size: 159166.7952 Smoothing Hyper-parameters: 0.182149 0.146637 0.104360 0.311922 0.268508 0.071025 0.123976 Expected Total MS Cnt: 2.21288 Backgound Scale: 1.00236. ITERATION NUMBER 862. Current Log-Posterior: 99692.9 Step Size: -438558.4776 Smoothing Hyper-parameters: 0.172911 0.111353 0.129402 0.247992 0.230499 0.110145 0.200313 Expected Total MS Cnt: 2.20963 Backgound Scale: 1.01332. ITERATION NUMBER 863. Current Log-Posterior: 109579 Step Size: 9885.649254 Smoothing Hyper-parameters: 0.398785 0.136285 0.165362 0.190487 0.186392 0.266075 0.213690 Expected Total MS Cnt: 3.05388 Backgound Scale: 0.997667. ITERATION NUMBER 864. Current Log-Posterior: 63774.9 Step Size: -45803.65615 Smoothing Hyper-parameters: 0.029858 0.223405 0.215352 0.069226 0.194578 0.082761 0.167989 Expected Total MS Cnt: 2.88539 Backgound Scale: 1.00237. ITERATION NUMBER 865. Current Log-Posterior: 428439 Step Size: 364664.0004 Smoothing Hyper-parameters: 0.092575 0.066345 0.286634 0.069765 0.102117 0.051054 0.052337 Expected Total MS Cnt: 7.26042 Backgound Scale: 1.00577. ITERATION NUMBER 866. Current Log-Posterior: 186854 Step Size: -241584.8063 Smoothing Hyper-parameters: 0.088066 0.281669 0.209159 0.268590 0.070628 0.162095 0.102205 Expected Total MS Cnt: 14.1916 Backgound Scale: 1.01114. ITERATION NUMBER 867. Current Log-Posterior: 155752 Step Size: -31102.12109 Smoothing Hyper-parameters: 0.155895 0.283337 0.128455 0.060170 0.148454 0.138277 0.174225 Expected Total MS Cnt: 18.8396 Backgound Scale: 1.01139. ITERATION NUMBER 868. Current Log-Posterior: 102569 Step Size: -53182.77087 Smoothing Hyper-parameters: 0.182866 0.290856 0.047971 0.211152 0.244087 0.217813 0.211637 Expected Total MS Cnt: 10.6452 Backgound Scale: 0.9968. ITERATION NUMBER 869. Current Log-Posterior: 99135 Step Size: -3434.24743 Smoothing Hyper-parameters: 0.166890 0.119589 0.040691 0.217684 0.162778 0.273646 0.120216 Expected Total MS Cnt: 9.0064 Backgound Scale: 1.00664. ITERATION NUMBER 870. Current Log-Posterior: 121947 Step Size: 22811.89137 Smoothing Hyper-parameters: 0.247575 0.296405 0.095609 0.183908 0.097174 0.227787 0.260947 Expected Total MS Cnt: 12.1674 Backgound Scale: 1.02413. ITERATION NUMBER 871. Current Log-Posterior: 74482 Step Size: -47464.85337 Smoothing Hyper-parameters: 0.310593 0.138126 0.262533 0.107272 0.045297 0.110814 0.144754 Expected Total MS Cnt: 14.7252 Backgound Scale: 1.00682. ITERATION NUMBER 872. Current Log-Posterior: 71520 Step Size: -2962.027307 Smoothing Hyper-parameters: 0.204821 0.201015 0.019090 0.248220 0.225825 0.109205 0.150074 Expected Total MS Cnt: 11.9698 Backgound Scale: 1.00632. ITERATION NUMBER 873. Current Log-Posterior: 118995 Step Size: 47474.86876 Smoothing Hyper-parameters: 0.023789 0.081023 0.288783 0.165091 0.206306 0.157788 0.047803 Expected Total MS Cnt: 16.2454 Backgound Scale: 1.00639. ITERATION NUMBER 874. Current Log-Posterior: 550255 Step Size: 431259.8477 Smoothing Hyper-parameters: 0.048882 0.175658 0.220860 0.109682 0.283009 0.224027 0.219283 Expected Total MS Cnt: 9.27629 Backgound Scale: 1.00037. ITERATION NUMBER 875. Current Log-Posterior: 276762 Step Size: -273492.7312 Smoothing Hyper-parameters: 0.199541 0.134177 0.255107 0.125831 0.264540 0.084442 0.324556 Expected Total MS Cnt: 8.89638 Backgound Scale: 0.998977. ITERATION NUMBER 876. Current Log-Posterior: 94222.9 Step Size: -182539.0388 Smoothing Hyper-parameters: 0.143332 0.108507 0.208303 0.128555 0.228766 0.108979 0.288713 Expected Total MS Cnt: 9.75055 Backgound Scale: 1.00325. ITERATION NUMBER 877. Current Log-Posterior: 121543 Step Size: 27320.04262 Smoothing Hyper-parameters: 0.219075 0.236837 0.269728 0.158832 0.172533 0.175995 0.106943 Expected Total MS Cnt: 3.61035 Backgound Scale: 1.0007. ITERATION NUMBER 878. Current Log-Posterior: 78217.1 Step Size: -43325.83336 Smoothing Hyper-parameters: 0.244346 0.215967 0.166737 0.193812 0.110694 0.185454 0.251357 Expected Total MS Cnt: 5.46848 Backgound Scale: 0.995288. ITERATION NUMBER 879. Current Log-Posterior: 76032.4 Step Size: -2184.770737 Smoothing Hyper-parameters: 0.155539 0.141198 0.235071 0.107176 0.263980 0.197559 0.108476 Expected Total MS Cnt: 3.76426 Backgound Scale: 1.01188. ITERATION NUMBER 880. Current Log-Posterior: 109845 Step Size: 33812.97876 Smoothing Hyper-parameters: 0.148052 0.242667 0.135386 0.214038 0.164298 0.096756 0.145577 Expected Total MS Cnt: 4.25113 Backgound Scale: 1.02466. ITERATION NUMBER 881. Current Log-Posterior: 105687 Step Size: -4158.371683 Smoothing Hyper-parameters: 0.087226 0.292954 0.104272 0.217539 0.135185 0.089480 0.190140 Expected Total MS Cnt: 4.77591 Backgound Scale: 0.997936. ITERATION NUMBER 882. Current Log-Posterior: 161772 Step Size: 56085.0543 Smoothing Hyper-parameters: 0.149154 0.040322 0.032389 0.082698 0.253780 0.188120 0.174434 Expected Total MS Cnt: 4.48451 Backgound Scale: 1.00173. ITERATION NUMBER 883. Current Log-Posterior: 187475 Step Size: 25702.66699 Smoothing Hyper-parameters: 0.294213 0.147117 0.215883 0.184522 0.250758 0.256033 0.174761 Expected Total MS Cnt: 4.15545 Backgound Scale: 1.00834. ITERATION NUMBER 884. Current Log-Posterior: 72521.9 Step Size: -114952.7928 Smoothing Hyper-parameters: 0.155718 0.132191 0.149061 0.096404 0.226592 0.024310 0.203089 Expected Total MS Cnt: 1.21025 Backgound Scale: 1.00706. ITERATION NUMBER 885. Current Log-Posterior: 112493 Step Size: 39970.84486 Smoothing Hyper-parameters: 0.070319 0.146543 0.070145 0.126992 0.342704 0.212839 0.191378 Expected Total MS Cnt: 7.43495 Backgound Scale: 0.994632. ITERATION NUMBER 886. Current Log-Posterior: 209464 Step Size: 96970.78829 Smoothing Hyper-parameters: 0.216702 0.155707 0.128555 0.100271 0.158535 0.129409 0.248180 Expected Total MS Cnt: 12.7709 Backgound Scale: 0.996947. ITERATION NUMBER 887. Current Log-Posterior: 89308.7 Step Size: -120154.7904 Smoothing Hyper-parameters: 0.410328 0.225715 0.174181 0.084691 0.134954 0.255052 0.253111 Expected Total MS Cnt: 16.3588 Backgound Scale: 0.995249. ITERATION NUMBER 888. Current Log-Posterior: 55138.5 Step Size: -34170.22607 Smoothing Hyper-parameters: 0.252521 0.181563 0.174181 0.154473 0.200545 0.126331 0.187583 Expected Total MS Cnt: 23.4774 Backgound Scale: 0.978465. ITERATION NUMBER 889. Current Log-Posterior: 76482.4 Step Size: 21343.9408 Smoothing Hyper-parameters: 0.200308 0.171522 0.284335 0.131489 0.123038 0.098255 0.205227 Expected Total MS Cnt: 11.2964 Backgound Scale: 1.0032. ITERATION NUMBER 890. Current Log-Posterior: 87400.4 Step Size: 10918.00454 Smoothing Hyper-parameters: 0.270887 0.079120 0.124757 0.263975 0.270021 0.118739 0.341747 Expected Total MS Cnt: 3.1645 Backgound Scale: 1.00193. ITERATION NUMBER 891. Current Log-Posterior: 95439.9 Step Size: 8039.414874 Smoothing Hyper-parameters: 0.159627 0.110090 0.121367 0.098851 0.147892 0.144701 0.222164 Expected Total MS Cnt: 3.62015 Backgound Scale: 1.00277. ITERATION NUMBER 892. Current Log-Posterior: 115624 Step Size: 20184.35703 Smoothing Hyper-parameters: 0.106802 0.130360 0.263617 0.142629 0.114407 0.149791 0.184798 Expected Total MS Cnt: 1.40583 Backgound Scale: 1.00248. ITERATION NUMBER 893. Current Log-Posterior: 145251 Step Size: 29627.19011 Smoothing Hyper-parameters: 0.174447 0.125609 0.139126 0.158890 0.040355 0.210561 0.184798 Expected Total MS Cnt: 0.635648 Backgound Scale: 1.0018. ITERATION NUMBER 894. Current Log-Posterior: 106476 Step Size: -38775.42449 Smoothing Hyper-parameters: 0.098471 0.182272 0.176506 0.142564 0.119888 0.167925 0.259934 Expected Total MS Cnt: 4.98277 Backgound Scale: 1.0002. ITERATION NUMBER 895. Current Log-Posterior: 148242 Step Size: 41766.14992 Smoothing Hyper-parameters: 0.142710 0.081907 0.235740 0.133439 0.066569 0.053821 0.274127 Expected Total MS Cnt: 1.80085 Backgound Scale: 0.999396. ITERATION NUMBER 896. Current Log-Posterior: 132746 Step Size: -15495.72708 Smoothing Hyper-parameters: 0.155033 0.036428 0.217589 0.113576 0.264294 0.200990 0.080819 Expected Total MS Cnt: 2.39484 Backgound Scale: 0.999148. ITERATION NUMBER 897. Current Log-Posterior: 171901 Step Size: 39154.72379 Smoothing Hyper-parameters: 0.149377 0.164296 0.218421 0.166545 0.099360 0.069393 0.148416 Expected Total MS Cnt: 0.911677 Backgound Scale: 1.0069. ITERATION NUMBER 898. Current Log-Posterior: 109149 Step Size: -62751.72244 Smoothing Hyper-parameters: 0.124311 0.189041 0.269759 0.238421 0.179927 0.098466 0.186462 Expected Total MS Cnt: 3.01723 Backgound Scale: 1.00906. ITERATION NUMBER 899. Current Log-Posterior: 123141 Step Size: 13992.02715 Smoothing Hyper-parameters: 0.061626 0.274182 0.058002 0.266005 0.133436 0.171732 0.116519 Expected Total MS Cnt: 3.7503 Backgound Scale: 1.00504. ITERATION NUMBER 900. Current Log-Posterior: 227058 Step Size: 103916.2415 Smoothing Hyper-parameters: 0.247287 0.226575 0.123278 0.229222 0.117195 0.071883 0.224150 Expected Total MS Cnt: 3.55504 Backgound Scale: 0.999588. ITERATION NUMBER 901. Current Log-Posterior: 75035.9 Step Size: -152021.8303 Smoothing Hyper-parameters: 0.027311 0.226067 0.259192 0.117280 0.204019 0.145102 0.224150 Expected Total MS Cnt: 3.8587 Backgound Scale: 0.981934. ITERATION NUMBER 902. Current Log-Posterior: 468447 Step Size: 393411.0815 Smoothing Hyper-parameters: 0.143678 0.119438 0.117013 0.090627 0.170835 0.183662 0.175864 Expected Total MS Cnt: 4.83135 Backgound Scale: 1.01677. ITERATION NUMBER 903. Current Log-Posterior: 122196 Step Size: -346250.4501 Smoothing Hyper-parameters: 0.174370 0.123786 0.066077 0.092569 0.249280 0.109064 0.057727 Expected Total MS Cnt: 7.9711 Backgound Scale: 0.994948. ITERATION NUMBER 904. Current Log-Posterior: 113677 Step Size: -8519.37216 Smoothing Hyper-parameters: 0.240437 0.159816 0.100837 0.057352 0.157866 0.019592 0.202496 Expected Total MS Cnt: 2.39738 Backgound Scale: 0.995167. ITERATION NUMBER 905. Current Log-Posterior: 86513 Step Size: -27164.06502 Smoothing Hyper-parameters: 0.289145 0.060056 0.091502 0.126835 0.239071 0.074642 0.257793 Expected Total MS Cnt: 2.9683 Backgound Scale: 1.01637. ITERATION NUMBER 906. Current Log-Posterior: 109302 Step Size: 22788.68764 Smoothing Hyper-parameters: 0.246999 0.259254 0.062670 0.182497 0.172358 0.098264 0.147268 Expected Total MS Cnt: 0.52217 Backgound Scale: 0.986637. ITERATION NUMBER 907. Current Log-Posterior: 80386.1 Step Size: -28915.62761 Smoothing Hyper-parameters: 0.077122 0.134302 0.092842 0.231519 0.014547 0.122173 0.323801 Expected Total MS Cnt: 3.90575 Backgound Scale: 0.995883. ITERATION NUMBER 908. Current Log-Posterior: 193549 Step Size: 113163.3062 Smoothing Hyper-parameters: 0.191894 0.071387 0.033272 0.054402 0.121642 0.084758 0.434538 Expected Total MS Cnt: 3.0858 Backgound Scale: 0.993726. ITERATION NUMBER 909. Current Log-Posterior: 137247 Step Size: -56302.06608 Smoothing Hyper-parameters: 0.083179 0.188293 0.118623 0.244665 0.176852 0.177762 0.153410 Expected Total MS Cnt: 3.39987 Backgound Scale: 1.01857. ITERATION NUMBER 910. Current Log-Posterior: 171289 Step Size: 34041.21077 Smoothing Hyper-parameters: 0.067976 0.147767 0.227497 0.156233 0.235110 0.207937 0.226782 Expected Total MS Cnt: 3.49528 Backgound Scale: 1.00927. ITERATION NUMBER 911. Current Log-Posterior: 209842 Step Size: 38552.9741 Smoothing Hyper-parameters: 0.174446 0.159644 0.215885 0.091657 0.297812 0.143122 0.137257 Expected Total MS Cnt: 4.27818 Backgound Scale: 1.01081. ITERATION NUMBER 912. Current Log-Posterior: 99662.5 Step Size: -110179.0226 Smoothing Hyper-parameters: 0.173909 0.165656 0.244075 0.119788 0.318435 0.173114 0.085308 Expected Total MS Cnt: 4.91396 Backgound Scale: 0.989382. ITERATION NUMBER 913. Current Log-Posterior: 98101.2 Step Size: -1561.258724 Smoothing Hyper-parameters: 0.287456 0.084819 0.121989 0.115280 0.105007 0.185903 0.165127 Expected Total MS Cnt: 4.80459 Backgound Scale: 1.00543. ITERATION NUMBER 914. Current Log-Posterior: 91996 Step Size: -6105.209143 Smoothing Hyper-parameters: 0.186284 0.235278 0.193567 0.110725 0.216570 0.213493 0.187934 Expected Total MS Cnt: 1.46094 Backgound Scale: 1.00403. ITERATION NUMBER 915. Current Log-Posterior: 88815.4 Step Size: -3180.660786 Smoothing Hyper-parameters: 0.076946 0.014937 0.137896 0.139390 0.316124 0.194533 0.243374 Expected Total MS Cnt: 0.604236 Backgound Scale: 0.984643. ITERATION NUMBER 916. Current Log-Posterior: 371369 Step Size: 282553.6149 Smoothing Hyper-parameters: 0.171925 0.273094 0.254343 0.217572 0.117954 0.125287 0.207040 Expected Total MS Cnt: 0.517961 Backgound Scale: 1.00194. ITERATION NUMBER 917. Current Log-Posterior: 91908.2 Step Size: -279460.7813 Smoothing Hyper-parameters: 0.247538 0.096949 0.157840 0.185995 0.032972 0.269605 0.228922 Expected Total MS Cnt: 0.208607 Backgound Scale: 0.983826. ITERATION NUMBER 918. Current Log-Posterior: 92893 Step Size: 984.7450349 Smoothing Hyper-parameters: 0.230728 0.106286 0.129508 0.225246 0.127398 0.037646 0.087392 Expected Total MS Cnt: 0.228902 Backgound Scale: 1.0112. ITERATION NUMBER 919. Current Log-Posterior: 94758.1 Step Size: 1865.157215 Smoothing Hyper-parameters: 0.160921 0.093302 0.213750 0.197781 0.103986 0.115267 0.047835 Expected Total MS Cnt: 1.78566 Backgound Scale: 1.00407. ITERATION NUMBER 920. Current Log-Posterior: 117493 Step Size: 22735.29282 Smoothing Hyper-parameters: 0.182214 0.056982 0.051938 0.304028 0.141877 0.281588 0.196095 Expected Total MS Cnt: 3.1255 Backgound Scale: 1.01938. ITERATION NUMBER 921. Current Log-Posterior: 140862 Step Size: 23368.6967 Smoothing Hyper-parameters: 0.006167 0.241921 0.132437 0.237432 0.174919 0.107292 0.230108 Expected Total MS Cnt: 3.96233 Backgound Scale: 0.989359. ITERATION NUMBER 922. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.183445 0.087552 0.271651 0.215136 0.117934 0.039698 0.184906 Expected Total MS Cnt: 2.9871 Backgound Scale: 1.00415. ITERATION NUMBER 923. Current Log-Posterior: 110239 Step Size: -inf Smoothing Hyper-parameters: 0.166173 0.161756 0.169781 0.252941 0.196802 0.141691 0.101795 Expected Total MS Cnt: 3.49743 Backgound Scale: 0.995368. ITERATION NUMBER 924. Current Log-Posterior: 102235 Step Size: -8004.297426 Smoothing Hyper-parameters: 0.226595 0.145021 0.163305 0.161746 0.162662 0.335215 0.102045 Expected Total MS Cnt: 8.39833 Backgound Scale: 1.00444. ITERATION NUMBER 925. Current Log-Posterior: 85883.6 Step Size: -16351.3202 Smoothing Hyper-parameters: 0.171451 0.157838 0.195195 0.262570 0.247139 0.211214 0.135897 Expected Total MS Cnt: 7.62796 Backgound Scale: 0.986004. ITERATION NUMBER 926. Current Log-Posterior: 99281.6 Step Size: 13398.01066 Smoothing Hyper-parameters: 0.155115 0.199346 0.084144 0.090014 0.031627 0.159058 0.208695 Expected Total MS Cnt: 8.53616 Backgound Scale: 1.00203. ITERATION NUMBER 927. Current Log-Posterior: 110382 Step Size: 11100.45103 Smoothing Hyper-parameters: 0.051569 0.099162 0.135633 0.039265 0.075292 0.253477 0.140109 Expected Total MS Cnt: 6.80732 Backgound Scale: 1.00045. ITERATION NUMBER 928. Current Log-Posterior: 280647 Step Size: 170264.5877 Smoothing Hyper-parameters: 0.096933 0.141720 0.146294 0.087369 0.109521 0.086675 0.124134 Expected Total MS Cnt: 2.7106 Backgound Scale: 0.994823. ITERATION NUMBER 929. Current Log-Posterior: 159205 Step Size: -121441.6862 Smoothing Hyper-parameters: 0.290756 0.189929 0.101207 0.109072 0.120138 0.067066 0.246978 Expected Total MS Cnt: 5.85365 Backgound Scale: 1.00727. ITERATION NUMBER 930. Current Log-Posterior: 72848.3 Step Size: -86356.69044 Smoothing Hyper-parameters: 0.164600 0.219398 0.189679 0.257288 0.202104 0.069906 0.090645 Expected Total MS Cnt: 0.688275 Backgound Scale: 1.00291. ITERATION NUMBER 931. Current Log-Posterior: 97343.5 Step Size: 24495.2786 Smoothing Hyper-parameters: 0.209123 0.038983 0.181852 0.108377 0.151381 0.170602 0.029317 Expected Total MS Cnt: 1.24305 Backgound Scale: 1.01831. ITERATION NUMBER 932. Current Log-Posterior: 147568 Step Size: 50224.31633 Smoothing Hyper-parameters: 0.047228 0.153643 0.266240 0.193688 0.218781 0.098552 0.195911 Expected Total MS Cnt: 1.28801 Backgound Scale: 1.01047. ITERATION NUMBER 933. Current Log-Posterior: 279697 Step Size: 132129.5625 Smoothing Hyper-parameters: 0.046559 0.176833 0.094360 0.219262 0.137739 0.071844 0.087120 Expected Total MS Cnt: 5.88892 Backgound Scale: 0.999056. ITERATION NUMBER 934. Current Log-Posterior: 290376 Step Size: 10678.90533 Smoothing Hyper-parameters: 0.187031 0.289276 0.336271 0.027819 0.246545 0.191796 0.251705 Expected Total MS Cnt: 2.07021 Backgound Scale: 1.00176. ITERATION NUMBER 935. Current Log-Posterior: 90796 Step Size: -199580.3328 Smoothing Hyper-parameters: 0.172699 0.186074 0.224129 0.123963 0.158344 0.048116 0.225365 Expected Total MS Cnt: 3.75987 Backgound Scale: 1.0172. ITERATION NUMBER 936. Current Log-Posterior: 97733.8 Step Size: 6937.828441 Smoothing Hyper-parameters: 0.202185 0.216655 0.191100 0.299428 0.137808 0.222009 0.101560 Expected Total MS Cnt: 0.797194 Backgound Scale: 0.995634. ITERATION NUMBER 937. Current Log-Posterior: 84241.2 Step Size: -13492.6697 Smoothing Hyper-parameters: 0.112720 0.126832 0.099939 0.091440 0.203557 0.208421 0.299942 Expected Total MS Cnt: 2.13651 Backgound Scale: 1.00119. ITERATION NUMBER 938. Current Log-Posterior: 144717 Step Size: 60475.72035 Smoothing Hyper-parameters: 0.119170 0.109061 0.124204 0.152899 0.116566 0.220882 0.053122 Expected Total MS Cnt: 4.17578 Backgound Scale: 1.01038. ITERATION NUMBER 939. Current Log-Posterior: 140704 Step Size: -4012.842158 Smoothing Hyper-parameters: 0.147184 0.072777 0.045536 0.127294 0.110864 0.197229 0.265990 Expected Total MS Cnt: 1.31937 Backgound Scale: 0.99917. ITERATION NUMBER 940. Current Log-Posterior: 147269 Step Size: 6564.501635 Smoothing Hyper-parameters: 0.147963 0.238808 0.216659 0.116287 0.207639 0.221033 0.141562 Expected Total MS Cnt: 2.6775 Backgound Scale: 1.00158. ITERATION NUMBER 941. Current Log-Posterior: 106472 Step Size: -40796.27003 Smoothing Hyper-parameters: 0.144939 0.260926 0.220510 0.153072 0.210140 0.119704 0.184409 Expected Total MS Cnt: 3.62239 Backgound Scale: 0.995738. ITERATION NUMBER 942. Current Log-Posterior: 104878 Step Size: -1594.38374 Smoothing Hyper-parameters: 0.166006 0.254596 0.163455 0.138048 0.122764 0.139180 0.069037 Expected Total MS Cnt: 9.54091 Backgound Scale: 1.01161. ITERATION NUMBER 943. Current Log-Posterior: 96603.6 Step Size: -8274.298882 Smoothing Hyper-parameters: 0.255924 0.189284 0.143545 0.110810 0.210963 0.166410 0.118328 Expected Total MS Cnt: 6.40578 Backgound Scale: 1.00145. ITERATION NUMBER 944. Current Log-Posterior: 76572.7 Step Size: -20030.83429 Smoothing Hyper-parameters: 0.222983 0.229560 0.033910 0.133674 0.150444 0.111903 0.144758 Expected Total MS Cnt: 2.80166 Backgound Scale: 1.00127. ITERATION NUMBER 945. Current Log-Posterior: 96602.3 Step Size: 20029.53664 Smoothing Hyper-parameters: 0.186833 0.117400 0.199765 0.185734 0.062203 0.282114 0.103883 Expected Total MS Cnt: 3.50829 Backgound Scale: 1.00511. ITERATION NUMBER 946. Current Log-Posterior: 102381 Step Size: 5778.541558 Smoothing Hyper-parameters: 0.056474 0.073798 0.197693 0.185666 0.207351 0.276602 0.286217 Expected Total MS Cnt: 7.79315 Backgound Scale: 0.999964. ITERATION NUMBER 947. Current Log-Posterior: 264234 Step Size: 161853.3742 Smoothing Hyper-parameters: 0.115229 0.126579 0.183796 0.056112 0.140886 0.011660 0.099469 Expected Total MS Cnt: 5.73611 Backgound Scale: 0.991096. ITERATION NUMBER 948. Current Log-Posterior: 141415 Step Size: -122819.0095 Smoothing Hyper-parameters: 0.144448 0.071593 0.075489 0.089383 0.223522 0.050410 0.026209 Expected Total MS Cnt: 8.49676 Backgound Scale: 1.00237. ITERATION NUMBER 949. Current Log-Posterior: 142729 Step Size: 1313.827171 Smoothing Hyper-parameters: 0.063037 0.288244 0.264372 0.306933 0.292570 0.099456 0.272073 Expected Total MS Cnt: 1.92729 Backgound Scale: 1.00568. ITERATION NUMBER 950. Current Log-Posterior: 209383 Step Size: 66654.44112 Smoothing Hyper-parameters: 0.125586 0.051495 0.035286 0.126550 0.293942 0.064388 0.226384 Expected Total MS Cnt: 0.608527 Backgound Scale: 1.01116. ITERATION NUMBER 951. Current Log-Posterior: 184817 Step Size: -24566.19928 Smoothing Hyper-parameters: 0.164200 0.097333 0.280604 0.200375 0.201892 0.188158 0.103045 Expected Total MS Cnt: 3.55053 Backgound Scale: 0.999171. ITERATION NUMBER 952. Current Log-Posterior: 113717 Step Size: -71099.96272 Smoothing Hyper-parameters: 0.149426 0.039267 0.146997 0.141745 0.050255 0.195594 0.092345 Expected Total MS Cnt: 2.42972 Backgound Scale: 0.996827. ITERATION NUMBER 953. Current Log-Posterior: 169731 Step Size: 56013.549 Smoothing Hyper-parameters: 0.118021 0.254308 0.166322 0.124460 0.093638 0.292271 0.282248 Expected Total MS Cnt: 4.84982 Backgound Scale: 1.01195. ITERATION NUMBER 954. Current Log-Posterior: 125005 Step Size: -44726.11426 Smoothing Hyper-parameters: 0.199858 0.072862 0.191459 0.146705 0.148015 0.247267 0.208765 Expected Total MS Cnt: 4.67675 Backgound Scale: 0.998896. ITERATION NUMBER 955. Current Log-Posterior: 113216 Step Size: -11789.06675 Smoothing Hyper-parameters: 0.169826 0.183377 0.075399 0.151000 0.304496 0.165060 0.097827 Expected Total MS Cnt: 2.9121 Backgound Scale: 0.999356. ITERATION NUMBER 956. Current Log-Posterior: 105309 Step Size: -7906.941986 Smoothing Hyper-parameters: 0.095044 0.175882 0.109520 0.256280 0.109325 0.094062 0.236687 Expected Total MS Cnt: 4.80817 Backgound Scale: 1.01752. ITERATION NUMBER 957. Current Log-Posterior: 157938 Step Size: 52629.49343 Smoothing Hyper-parameters: 0.175683 0.071544 0.125383 0.045744 0.187376 0.215024 0.103548 Expected Total MS Cnt: 4.98434 Backgound Scale: 0.994801. ITERATION NUMBER 958. Current Log-Posterior: 127385 Step Size: -30552.94386 Smoothing Hyper-parameters: 0.029393 0.210827 0.214179 0.080994 0.222464 0.058741 0.270748 Expected Total MS Cnt: 6.22458 Backgound Scale: 1.01073. ITERATION NUMBER 959. Current Log-Posterior: 432416 Step Size: 305030.7962 Smoothing Hyper-parameters: 0.078179 0.192806 0.297338 0.191582 0.164436 0.292731 0.276770 Expected Total MS Cnt: 1.81012 Backgound Scale: 0.998407. ITERATION NUMBER 960. Current Log-Posterior: 177513 Step Size: -254902.8947 Smoothing Hyper-parameters: 0.223870 0.140212 0.040924 0.137403 0.154287 0.212196 0.147750 Expected Total MS Cnt: 9.16001 Backgound Scale: 0.996171. ITERATION NUMBER 961. Current Log-Posterior: 102801 Step Size: -74712.04231 Smoothing Hyper-parameters: 0.110474 0.152931 0.236466 0.145567 0.237600 0.122070 0.165260 Expected Total MS Cnt: 7.31741 Backgound Scale: 0.986851. ITERATION NUMBER 962. Current Log-Posterior: 137554 Step Size: 34752.40192 Smoothing Hyper-parameters: 0.104026 0.215307 0.329948 0.312381 0.255430 0.133477 0.208396 Expected Total MS Cnt: 1.13328 Backgound Scale: 0.991839. ITERATION NUMBER 963. Current Log-Posterior: 138496 Step Size: 942.3572363 Smoothing Hyper-parameters: 0.180328 0.168928 0.185878 0.148069 0.102255 0.239532 0.072597 Expected Total MS Cnt: 0.244578 Backgound Scale: 1.00353. ITERATION NUMBER 964. Current Log-Posterior: 96192.7 Step Size: -42303.22956 Smoothing Hyper-parameters: 0.182819 0.123990 0.119045 0.161892 0.089144 0.112205 0.304181 Expected Total MS Cnt: 0.523755 Backgound Scale: 1.00031. ITERATION NUMBER 965. Current Log-Posterior: 103237 Step Size: 7044.227447 Smoothing Hyper-parameters: 0.297276 0.243471 0.148773 0.096029 0.170324 0.191710 0.018662 Expected Total MS Cnt: 3.26041 Backgound Scale: 1.00542. ITERATION NUMBER 966. Current Log-Posterior: 66956.3 Step Size: -36280.60382 Smoothing Hyper-parameters: 0.195181 0.267507 0.124442 0.050408 0.203112 0.164995 0.212962 Expected Total MS Cnt: 1.08763 Backgound Scale: 0.998342. ITERATION NUMBER 967. Current Log-Posterior: 89130 Step Size: 22173.75184 Smoothing Hyper-parameters: 0.213459 0.273226 0.238713 0.028817 0.227908 0.171516 0.054390 Expected Total MS Cnt: 0.994644 Backgound Scale: 0.992404. ITERATION NUMBER 968. Current Log-Posterior: 83147.4 Step Size: -5982.608947 Smoothing Hyper-parameters: 0.152420 0.214891 0.100146 0.299107 0.129056 0.098460 0.178253 Expected Total MS Cnt: 1.93996 Backgound Scale: 1.00796. ITERATION NUMBER 969. Current Log-Posterior: 106392 Step Size: 23244.4572 Smoothing Hyper-parameters: 0.078653 0.101395 0.170682 0.255202 0.266234 0.191076 0.172631 Expected Total MS Cnt: 3.57789 Backgound Scale: 0.99441. ITERATION NUMBER 970. Current Log-Posterior: 192637 Step Size: 86245.34989 Smoothing Hyper-parameters: 0.217638 0.050688 0.098864 0.129177 0.190669 0.110074 0.167812 Expected Total MS Cnt: 2.32819 Backgound Scale: 0.99976. ITERATION NUMBER 971. Current Log-Posterior: 130701 Step Size: -61936.18752 Smoothing Hyper-parameters: 0.067983 0.311663 0.169321 0.310571 0.184145 0.149617 0.245213 Expected Total MS Cnt: 3.16032 Backgound Scale: 1.00942. ITERATION NUMBER 972. Current Log-Posterior: 198875 Step Size: 68173.73081 Smoothing Hyper-parameters: 0.072176 0.123876 0.232454 0.148108 0.211178 0.111758 0.270804 Expected Total MS Cnt: 5.85681 Backgound Scale: 1.00279. ITERATION NUMBER 973. Current Log-Posterior: 201724 Step Size: 2848.905408 Smoothing Hyper-parameters: 0.252114 0.188476 0.241607 0.165704 0.154568 0.230680 0.286656 Expected Total MS Cnt: 5.45569 Backgound Scale: 1.01226. ITERATION NUMBER 974. Current Log-Posterior: 73725.3 Step Size: -127998.4272 Smoothing Hyper-parameters: 0.043235 0.061337 0.063214 0.148800 0.085966 0.202420 0.174819 Expected Total MS Cnt: 7.25273 Backgound Scale: 0.998361. ITERATION NUMBER 975. Current Log-Posterior: 346619 Step Size: 272893.9532 Smoothing Hyper-parameters: 0.123446 0.012063 0.042291 0.170281 0.228737 0.225266 0.214247 Expected Total MS Cnt: 3.51416 Backgound Scale: 0.99777. ITERATION NUMBER 976. Current Log-Posterior: 376959 Step Size: 30339.73895 Smoothing Hyper-parameters: 0.122701 0.110182 0.140959 0.154779 0.306030 0.176042 0.146889 Expected Total MS Cnt: 5.29472 Backgound Scale: 1.01361. ITERATION NUMBER 977. Current Log-Posterior: 136669 Step Size: -240289.8156 Smoothing Hyper-parameters: 0.079983 0.175334 0.229181 0.238836 0.109044 0.168452 0.235122 Expected Total MS Cnt: 3.3676 Backgound Scale: 1.00728. ITERATION NUMBER 978. Current Log-Posterior: 177550 Step Size: 40880.84282 Smoothing Hyper-parameters: 0.072608 0.124091 0.107576 0.051960 0.173861 0.093716 0.133888 Expected Total MS Cnt: 3.05631 Backgound Scale: 1.00962. ITERATION NUMBER 979. Current Log-Posterior: 205841 Step Size: 28290.58164 Smoothing Hyper-parameters: 0.147403 0.068494 0.209060 0.223294 0.169160 0.335618 0.129170 Expected Total MS Cnt: 4.37833 Backgound Scale: 0.998974. ITERATION NUMBER 980. Current Log-Posterior: 136101 Step Size: -69739.53089 Smoothing Hyper-parameters: 0.169690 0.093963 0.138225 0.254874 0.116203 0.150741 0.265537 Expected Total MS Cnt: 4.87799 Backgound Scale: 1.01379. ITERATION NUMBER 981. Current Log-Posterior: 115867 Step Size: -20233.65022 Smoothing Hyper-parameters: 0.307851 0.162602 0.011029 0.249232 0.147128 0.228614 0.295301 Expected Total MS Cnt: 5.52004 Backgound Scale: 0.98163. ITERATION NUMBER 982. Current Log-Posterior: 132384 Step Size: 16516.44261 Smoothing Hyper-parameters: 0.221632 0.186666 0.069446 0.075839 0.256433 0.145839 0.096598 Expected Total MS Cnt: 3.40116 Backgound Scale: 0.999155. ITERATION NUMBER 983. Current Log-Posterior: 89653.7 Step Size: -42730.15199 Smoothing Hyper-parameters: 0.143669 0.175779 0.107544 0.039697 0.134181 0.185358 0.201043 Expected Total MS Cnt: 9.49812 Backgound Scale: 1.01024. ITERATION NUMBER 984. Current Log-Posterior: 118765 Step Size: 29111.71052 Smoothing Hyper-parameters: 0.086631 0.128045 0.158201 0.070949 0.152524 0.181937 0.200581 Expected Total MS Cnt: 3.59074 Backgound Scale: 1.01209. ITERATION NUMBER 985. Current Log-Posterior: 175016 Step Size: 56250.46985 Smoothing Hyper-parameters: 0.228790 0.153141 0.126934 0.102789 0.045545 0.102940 0.179218 Expected Total MS Cnt: 1.7848 Backgound Scale: 0.98996. ITERATION NUMBER 986. Current Log-Posterior: 87881.9 Step Size: -87133.90625 Smoothing Hyper-parameters: 0.157629 0.230121 0.267732 0.261777 0.164881 0.065292 0.161839 Expected Total MS Cnt: 0.626997 Backgound Scale: 1.0043. ITERATION NUMBER 987. Current Log-Posterior: 98800.2 Step Size: 10918.27368 Smoothing Hyper-parameters: 0.244155 0.218731 0.067008 0.081545 0.076120 0.133419 0.107598 Expected Total MS Cnt: 1.20173 Backgound Scale: 0.99933. ITERATION NUMBER 988. Current Log-Posterior: 83090.8 Step Size: -15709.43199 Smoothing Hyper-parameters: 0.176926 0.224873 0.050503 0.046202 0.057474 0.206293 0.107811 Expected Total MS Cnt: 1.8461 Backgound Scale: 1.01071. ITERATION NUMBER 989. Current Log-Posterior: 108509 Step Size: 25417.99997 Smoothing Hyper-parameters: 0.128180 0.255750 0.113057 0.287540 0.132961 0.286368 0.198886 Expected Total MS Cnt: 0.665069 Backgound Scale: 0.997639. ITERATION NUMBER 990. Current Log-Posterior: 119595 Step Size: 11085.79293 Smoothing Hyper-parameters: 0.037113 0.139421 0.156423 0.212300 0.275157 0.141378 0.149615 Expected Total MS Cnt: 0.302514 Backgound Scale: 1.01401. ITERATION NUMBER 991. Current Log-Posterior: 358619 Step Size: 239023.9631 Smoothing Hyper-parameters: 0.135835 0.179345 0.157348 0.168705 0.086786 0.215822 0.158120 Expected Total MS Cnt: 0.664719 Backgound Scale: 0.998798. ITERATION NUMBER 992. Current Log-Posterior: 117555 Step Size: -241063.2909 Smoothing Hyper-parameters: 0.256666 0.187211 0.199555 0.094883 0.185400 0.184294 0.385392 Expected Total MS Cnt: 0.389848 Backgound Scale: 1.01628. ITERATION NUMBER 993. Current Log-Posterior: 74555.5 Step Size: -42999.73259 Smoothing Hyper-parameters: 0.040698 0.243373 0.075422 0.273130 0.031046 0.035007 0.098999 Expected Total MS Cnt: 2.69219 Backgound Scale: 0.992736. ITERATION NUMBER 994. Current Log-Posterior: 328939 Step Size: 254383.9654 Smoothing Hyper-parameters: 0.288102 0.199901 0.121298 0.204247 0.083580 0.030991 0.146438 Expected Total MS Cnt: 3.11316 Backgound Scale: 1.00178. ITERATION NUMBER 995. Current Log-Posterior: 71781.7 Step Size: -257157.7335 Smoothing Hyper-parameters: 0.038434 0.098413 0.215826 0.210355 0.102262 0.200949 0.054542 Expected Total MS Cnt: 5.6166 Backgound Scale: 0.997572. ITERATION NUMBER 996. Current Log-Posterior: 359176 Step Size: 287394.2943 Smoothing Hyper-parameters: 0.091592 0.085318 0.072649 0.120889 0.187438 0.049597 0.113219 Expected Total MS Cnt: 2.60303 Backgound Scale: 0.992018. ITERATION NUMBER 997. Current Log-Posterior: 183527 Step Size: -175648.8545 Smoothing Hyper-parameters: 0.034325 0.036060 0.037684 0.162661 0.081594 0.152196 0.288154 Expected Total MS Cnt: 4.4439 Backgound Scale: 1.00802. ITERATION NUMBER 998. Current Log-Posterior: 468204 Step Size: 284677.2773 Smoothing Hyper-parameters: 0.180472 0.231985 0.196469 0.158846 0.041541 0.228473 0.322391 Expected Total MS Cnt: 2.16079 Backgound Scale: 0.999716. ITERATION NUMBER 999. Current Log-Posterior: 91932.9 Step Size: -376271.5747 Smoothing Hyper-parameters: 0.157177 0.113779 0.414079 0.184191 0.160658 0.050261 0.259846 Expected Total MS Cnt: 4.49178 Backgound Scale: 1.00096. ITERATION NUMBER 1000. Current Log-Posterior: 111760 Step Size: 19826.72796 Smoothing Hyper-parameters: 0.210746 0.173733 0.099081 0.185780 0.268669 0.189807 0.072947 Expected Total MS Cnt: 12.4227 Backgound Scale: 0.996179. > movie(mcmc.sample)