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 ../ModelDataPaddedHlfSquishICSPionBremss1-1000GeVIntTime806.0.060912.txt bkg.txt cp map_ex1.txt map.txt cat run-bayes-image-analysis.sh > do_emc2c1_HlfSquishICSPionBremss806.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060913c.log echo "Using starting src of:" >> do_emc2c1_HlfSquishICSPionBremss806.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060913c.log head src.txt >> do_emc2c1_HlfSquishICSPionBremss806.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060913c.log echo "Using PSF of:" >> do_emc2c1_HlfSquishICSPionBremss806.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060913c.log head psf.txt >> do_emc2c1_HlfSquishICSPionBremss806.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060913c.log ##alanna-connors-ibook-g4:/AstroCode/EMC2C1/Bayes-Image-Analysis_dvd_060525 avconnors$ more bayes-image-analysis-sqrt.r r --vanilla <> do_emc2c1_HlfSquishICSPionBremss806.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060913c.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_HlfSquishICSPionBremss806.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060913c.output.txt ### mv dump.txt do_emc2c1_HlfSquishICSPionBremss806.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060913c.dump.txt ### cp Rplots.ps do_emc2c1_HlfSquishICSPionBremss806.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060913c.plotmean.ps Using starting src of: 1. 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 1000. ITERATION NUMBER 1. Current Log-Posterior: -74050 Smoothing Hyper-parameters: 0.415193 0.481910 0.413243 0.301386 0.216191 0.142033 0.092641 Expected Total MS Cnt: 2520.62 Backgound Scale: 0.58229. ITERATION NUMBER 2. Current Log-Posterior: 42552.1 Step Size: 116602.0834 Smoothing Hyper-parameters: 0.321261 0.402699 0.391323 0.272259 0.152250 0.098389 0.101156 Expected Total MS Cnt: 1973.21 Backgound Scale: 0.604647. ITERATION NUMBER 3. Current Log-Posterior: 53432 Step Size: 10879.9606 Smoothing Hyper-parameters: 0.280215 0.350757 0.368423 0.321630 0.199633 0.136619 0.120586 Expected Total MS Cnt: 1587.91 Backgound Scale: 0.628894. ITERATION NUMBER 4. Current Log-Posterior: 59963 Step Size: 6530.960242 Smoothing Hyper-parameters: 0.272260 0.312610 0.333697 0.216338 0.182924 0.148306 0.072933 Expected Total MS Cnt: 1408.48 Backgound Scale: 0.637572. ITERATION NUMBER 5. Current Log-Posterior: 63123.9 Step Size: 3160.901561 Smoothing Hyper-parameters: 0.211410 0.283002 0.348827 0.275157 0.182577 0.174598 0.116505 Expected Total MS Cnt: 1210.5 Backgound Scale: 0.664675. ITERATION NUMBER 6. Current Log-Posterior: 75915.5 Step Size: 12791.59824 Smoothing Hyper-parameters: 0.185462 0.262262 0.317999 0.272138 0.199672 0.204147 0.131581 Expected Total MS Cnt: 1054.84 Backgound Scale: 0.648756. ITERATION NUMBER 7. Current Log-Posterior: 84089.7 Step Size: 8174.202488 Smoothing Hyper-parameters: 0.154759 0.223242 0.271922 0.286133 0.212505 0.121466 0.180562 Expected Total MS Cnt: 982.086 Backgound Scale: 0.653076. ITERATION NUMBER 8. Current Log-Posterior: 99849.9 Step Size: 15760.19246 Smoothing Hyper-parameters: 0.168306 0.211624 0.268789 0.256749 0.185405 0.087596 0.156146 Expected Total MS Cnt: 832.745 Backgound Scale: 0.663057. ITERATION NUMBER 9. Current Log-Posterior: 94146 Step Size: -5703.836634 Smoothing Hyper-parameters: 0.140373 0.173358 0.286253 0.242078 0.206086 0.082019 0.172492 Expected Total MS Cnt: 822.712 Backgound Scale: 0.664684. ITERATION NUMBER 10. Current Log-Posterior: 112580 Step Size: 18434.1904 Smoothing Hyper-parameters: 0.114133 0.208680 0.291236 0.269304 0.171464 0.122002 0.128559 Expected Total MS Cnt: 763.759 Backgound Scale: 0.673045. ITERATION NUMBER 11. Current Log-Posterior: 128602 Step Size: 16021.99219 Smoothing Hyper-parameters: 0.171249 0.243995 0.250600 0.225782 0.206132 0.182771 0.072459 Expected Total MS Cnt: 735.421 Backgound Scale: 0.671817. ITERATION NUMBER 12. Current Log-Posterior: 92130 Step Size: -36472.20317 Smoothing Hyper-parameters: 0.112227 0.219083 0.210584 0.258494 0.202201 0.084759 0.077656 Expected Total MS Cnt: 645.283 Backgound Scale: 0.680124. ITERATION NUMBER 13. Current Log-Posterior: 130858 Step Size: 38728.33212 Smoothing Hyper-parameters: 0.128438 0.217893 0.168732 0.224104 0.218499 0.127021 0.114028 Expected Total MS Cnt: 558.295 Backgound Scale: 0.684823. ITERATION NUMBER 14. Current Log-Posterior: 118644 Step Size: -12214.05467 Smoothing Hyper-parameters: 0.114432 0.169101 0.211389 0.210257 0.179199 0.120440 0.119531 Expected Total MS Cnt: 530.829 Backgound Scale: 0.693042. ITERATION NUMBER 15. Current Log-Posterior: 132265 Step Size: 13620.96525 Smoothing Hyper-parameters: 0.103285 0.179796 0.220220 0.189531 0.223051 0.154808 0.082301 Expected Total MS Cnt: 521.039 Backgound Scale: 0.68235. ITERATION NUMBER 16. Current Log-Posterior: 142754 Step Size: 10488.8554 Smoothing Hyper-parameters: 0.056260 0.160702 0.194350 0.230102 0.181661 0.133598 0.105908 Expected Total MS Cnt: 476.338 Backgound Scale: 0.689102. ITERATION NUMBER 17. Current Log-Posterior: 242884 Step Size: 100129.6213 Smoothing Hyper-parameters: 0.106469 0.147639 0.221911 0.238300 0.176093 0.082227 0.077105 Expected Total MS Cnt: 419.576 Backgound Scale: 0.683137. ITERATION NUMBER 18. Current Log-Posterior: 143203 Step Size: -99680.23766 Smoothing Hyper-parameters: 0.093744 0.159467 0.179388 0.224462 0.133983 0.140033 0.060472 Expected Total MS Cnt: 367.012 Backgound Scale: 0.701115. ITERATION NUMBER 19. Current Log-Posterior: 157041 Step Size: 13837.44577 Smoothing Hyper-parameters: 0.045703 0.202045 0.188134 0.212784 0.184335 0.178400 0.069244 Expected Total MS Cnt: 344.877 Backgound Scale: 0.699115. ITERATION NUMBER 20. Current Log-Posterior: 287277 Step Size: 130236.4617 Smoothing Hyper-parameters: 0.029537 0.111963 0.191831 0.201507 0.157957 0.099968 0.100330 Expected Total MS Cnt: 319.861 Backgound Scale: 0.700892. ITERATION NUMBER 21. Current Log-Posterior: 447104 Step Size: 159826.2821 Smoothing Hyper-parameters: 0.031947 0.140615 0.179064 0.185152 0.182399 0.124381 0.067240 Expected Total MS Cnt: 308.421 Backgound Scale: 0.695429. ITERATION NUMBER 22. Current Log-Posterior: 413022 Step Size: -34081.36652 Smoothing Hyper-parameters: 0.034823 0.126476 0.151335 0.180608 0.181257 0.095623 0.137741 Expected Total MS Cnt: 263.052 Backgound Scale: 0.715499. ITERATION NUMBER 23. Current Log-Posterior: 375730 Step Size: -37292.33114 Smoothing Hyper-parameters: 0.034962 0.138132 0.148844 0.122140 0.156301 0.097043 0.077071 Expected Total MS Cnt: 239.215 Backgound Scale: 0.704964. ITERATION NUMBER 24. Current Log-Posterior: 379780 Step Size: 4049.594872 Smoothing Hyper-parameters: 0.056147 0.095632 0.097657 0.123692 0.168221 0.097911 0.104680 Expected Total MS Cnt: 223.853 Backgound Scale: 0.717503. ITERATION NUMBER 25. Current Log-Posterior: 265169 Step Size: -114610.6858 Smoothing Hyper-parameters: 0.039942 0.103652 0.133981 0.181433 0.165725 0.096181 0.112992 Expected Total MS Cnt: 198.363 Backgound Scale: 0.715725. ITERATION NUMBER 26. Current Log-Posterior: 345383 Step Size: 80214.01819 Smoothing Hyper-parameters: 0.035940 0.097308 0.153455 0.171648 0.198329 0.126502 0.088519 Expected Total MS Cnt: 217.256 Backgound Scale: 0.714545. ITERATION NUMBER 27. Current Log-Posterior: 381526 Step Size: 36142.88185 Smoothing Hyper-parameters: 0.046726 0.093369 0.157231 0.143193 0.176141 0.120317 0.074195 Expected Total MS Cnt: 177.133 Backgound Scale: 0.710946. ITERATION NUMBER 28. Current Log-Posterior: 302425 Step Size: -79100.88218 Smoothing Hyper-parameters: 0.055392 0.079340 0.160866 0.159190 0.116644 0.127289 0.094958 Expected Total MS Cnt: 180.835 Backgound Scale: 0.708649. ITERATION NUMBER 29. Current Log-Posterior: 265693 Step Size: -36732.40432 Smoothing Hyper-parameters: 0.075204 0.064357 0.123295 0.140368 0.201893 0.063055 0.091521 Expected Total MS Cnt: 148.651 Backgound Scale: 0.714699. ITERATION NUMBER 30. Current Log-Posterior: 218123 Step Size: -47569.63406 Smoothing Hyper-parameters: 0.065053 0.071290 0.126715 0.170876 0.138924 0.121834 0.124341 Expected Total MS Cnt: 151.509 Backgound Scale: 0.707322. ITERATION NUMBER 31. Current Log-Posterior: 238756 Step Size: 20633.52952 Smoothing Hyper-parameters: 0.047091 0.059436 0.120041 0.119404 0.158963 0.082601 0.088952 Expected Total MS Cnt: 155.272 Backgound Scale: 0.711851. ITERATION NUMBER 32. Current Log-Posterior: 321057 Step Size: 82300.73362 Smoothing Hyper-parameters: 0.040723 0.063745 0.073668 0.177710 0.176438 0.130074 0.093832 Expected Total MS Cnt: 133.631 Backgound Scale: 0.717537. ITERATION NUMBER 33. Current Log-Posterior: 363750 Step Size: 42692.81331 Smoothing Hyper-parameters: 0.031052 0.092617 0.141104 0.154843 0.156697 0.144721 0.080573 Expected Total MS Cnt: 137.836 Backgound Scale: 0.710332. ITERATION NUMBER 34. Current Log-Posterior: 431903 Step Size: 68153.53869 Smoothing Hyper-parameters: 0.047469 0.152644 0.076595 0.096082 0.142823 0.103975 0.087327 Expected Total MS Cnt: 114.748 Backgound Scale: 0.717642. ITERATION NUMBER 35. Current Log-Posterior: 291046 Step Size: -140857.2898 Smoothing Hyper-parameters: 0.021475 0.135662 0.105239 0.110612 0.136908 0.106850 0.094343 Expected Total MS Cnt: 104.41 Backgound Scale: 0.705016. ITERATION NUMBER 36. Current Log-Posterior: 605234 Step Size: 314188.0663 Smoothing Hyper-parameters: 0.065652 0.059714 0.121179 0.097123 0.125450 0.102902 0.076803 Expected Total MS Cnt: 85.775 Backgound Scale: 0.710142. ITERATION NUMBER 37. Current Log-Posterior: 246174 Step Size: -359060.5602 Smoothing Hyper-parameters: 0.064722 0.050942 0.080029 0.130710 0.141666 0.091172 0.080006 Expected Total MS Cnt: 103.513 Backgound Scale: 0.716561. ITERATION NUMBER 38. Current Log-Posterior: 261765 Step Size: 15591.62164 Smoothing Hyper-parameters: 0.044438 0.084012 0.087543 0.108685 0.109085 0.078365 0.075949 Expected Total MS Cnt: 88.9127 Backgound Scale: 0.712627. ITERATION NUMBER 39. Current Log-Posterior: 323319 Step Size: 61553.9225 Smoothing Hyper-parameters: 0.042847 0.111466 0.094879 0.122984 0.103445 0.142825 0.152806 Expected Total MS Cnt: 84.8104 Backgound Scale: 0.701669. ITERATION NUMBER 40. Current Log-Posterior: 325464 Step Size: 2144.715583 Smoothing Hyper-parameters: 0.126858 0.076676 0.092668 0.118161 0.094636 0.139608 0.089966 Expected Total MS Cnt: 89.0055 Backgound Scale: 0.711914. ITERATION NUMBER 41. Current Log-Posterior: 148213 Step Size: -177251.3879 Smoothing Hyper-parameters: 0.093411 0.103466 0.143599 0.079938 0.103417 0.085760 0.127792 Expected Total MS Cnt: 88.9241 Backgound Scale: 0.724306. ITERATION NUMBER 42. Current Log-Posterior: 169438 Step Size: 21225.54291 Smoothing Hyper-parameters: 0.066003 0.080666 0.147449 0.094543 0.145691 0.143117 0.070782 Expected Total MS Cnt: 82.9208 Backgound Scale: 0.713701. ITERATION NUMBER 43. Current Log-Posterior: 234541 Step Size: 65102.43287 Smoothing Hyper-parameters: 0.027755 0.108991 0.102440 0.110213 0.084522 0.075134 0.104624 Expected Total MS Cnt: 77.4705 Backgound Scale: 0.717617. ITERATION NUMBER 44. Current Log-Posterior: 481019 Step Size: 246478.7152 Smoothing Hyper-parameters: 0.049283 0.044555 0.134514 0.124975 0.123132 0.089054 0.075754 Expected Total MS Cnt: 69.6454 Backgound Scale: 0.709436. ITERATION NUMBER 45. Current Log-Posterior: 324434 Step Size: -156585.0908 Smoothing Hyper-parameters: 0.046537 0.060464 0.093218 0.126588 0.102665 0.119593 0.096395 Expected Total MS Cnt: 65.7929 Backgound Scale: 0.719117. ITERATION NUMBER 46. Current Log-Posterior: 322934 Step Size: -1500.405879 Smoothing Hyper-parameters: 0.041207 0.065112 0.096327 0.067119 0.104493 0.079325 0.132766 Expected Total MS Cnt: 51.0027 Backgound Scale: 0.716856. ITERATION NUMBER 47. Current Log-Posterior: 359014 Step Size: 36080.54079 Smoothing Hyper-parameters: 0.080297 0.020901 0.067595 0.055894 0.116328 0.095934 0.112513 Expected Total MS Cnt: 49.8073 Backgound Scale: 0.715724. ITERATION NUMBER 48. Current Log-Posterior: 314645 Step Size: -44368.84729 Smoothing Hyper-parameters: 0.075237 0.062065 0.113077 0.067508 0.117209 0.090397 0.106582 Expected Total MS Cnt: 58.7792 Backgound Scale: 0.722549. ITERATION NUMBER 49. Current Log-Posterior: 223911 Step Size: -90734.76012 Smoothing Hyper-parameters: 0.057655 0.046762 0.100413 0.088813 0.150055 0.103446 0.135883 Expected Total MS Cnt: 84.2856 Backgound Scale: 0.702442. ITERATION NUMBER 50. Current Log-Posterior: 290271 Step Size: 66359.98441 Smoothing Hyper-parameters: 0.056415 0.161352 0.066989 0.103782 0.113546 0.096911 0.161127 Expected Total MS Cnt: 82.4274 Backgound Scale: 0.712389. ITERATION NUMBER 51. Current Log-Posterior: 251970 Step Size: -38300.50876 Smoothing Hyper-parameters: 0.011280 0.083569 0.136104 0.106843 0.087683 0.088627 0.072300 Expected Total MS Cnt: 74.7478 Backgound Scale: 0.710273. ITERATION NUMBER 52. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.056994 0.068562 0.084382 0.055745 0.116418 0.113346 0.117316 Expected Total MS Cnt: 64.2248 Backgound Scale: 0.720042. ITERATION NUMBER 53. Current Log-Posterior: 270947 Step Size: -inf Smoothing Hyper-parameters: 0.120993 0.093365 0.130170 0.120939 0.088662 0.060566 0.138216 Expected Total MS Cnt: 67.213 Backgound Scale: 0.713645. ITERATION NUMBER 54. Current Log-Posterior: 145807 Step Size: -125140.3361 Smoothing Hyper-parameters: 0.098144 0.098508 0.107787 0.041220 0.111945 0.094740 0.089658 Expected Total MS Cnt: 62.1117 Backgound Scale: 0.708886. ITERATION NUMBER 55. Current Log-Posterior: 170672 Step Size: 24865.27662 Smoothing Hyper-parameters: 0.043297 0.093169 0.090545 0.094203 0.127893 0.146478 0.171422 Expected Total MS Cnt: 56.8955 Backgound Scale: 0.711345. ITERATION NUMBER 56. Current Log-Posterior: 322961 Step Size: 152288.8202 Smoothing Hyper-parameters: 0.036701 0.098912 0.126841 0.111331 0.103709 0.083668 0.132925 Expected Total MS Cnt: 55.5761 Backgound Scale: 0.720739. ITERATION NUMBER 57. Current Log-Posterior: 379441 Step Size: 56480.52483 Smoothing Hyper-parameters: 0.091184 0.074511 0.104012 0.120883 0.144204 0.109307 0.159518 Expected Total MS Cnt: 54.6949 Backgound Scale: 0.717227. ITERATION NUMBER 58. Current Log-Posterior: 186037 Step Size: -193404.957 Smoothing Hyper-parameters: 0.060398 0.105842 0.098679 0.140488 0.103614 0.100904 0.086274 Expected Total MS Cnt: 45.6906 Backgound Scale: 0.71108. ITERATION NUMBER 59. Current Log-Posterior: 244586 Step Size: 58549.5204 Smoothing Hyper-parameters: 0.085323 0.100885 0.040551 0.084740 0.062083 0.126754 0.172790 Expected Total MS Cnt: 37.6355 Backgound Scale: 0.711428. ITERATION NUMBER 60. Current Log-Posterior: 196094 Step Size: -48491.58589 Smoothing Hyper-parameters: 0.101324 0.038476 0.145123 0.112479 0.110536 0.178772 0.137961 Expected Total MS Cnt: 28.2248 Backgound Scale: 0.710949. ITERATION NUMBER 61. Current Log-Posterior: 207964 Step Size: 11869.19575 Smoothing Hyper-parameters: 0.039721 0.133596 0.086940 0.113189 0.052421 0.115082 0.046698 Expected Total MS Cnt: 32.3534 Backgound Scale: 0.706009. ITERATION NUMBER 62. Current Log-Posterior: 343801 Step Size: 135837.6593 Smoothing Hyper-parameters: 0.041228 0.074085 0.125836 0.059470 0.069486 0.124478 0.106868 Expected Total MS Cnt: 39.0027 Backgound Scale: 0.715534. ITERATION NUMBER 63. Current Log-Posterior: 347921 Step Size: 4119.887427 Smoothing Hyper-parameters: 0.054690 0.086196 0.076315 0.140337 0.092957 0.139393 0.073281 Expected Total MS Cnt: 51.0504 Backgound Scale: 0.713968. ITERATION NUMBER 64. Current Log-Posterior: 272339 Step Size: -75582.35716 Smoothing Hyper-parameters: 0.099252 0.070143 0.052960 0.106337 0.080215 0.095017 0.084796 Expected Total MS Cnt: 47.9047 Backgound Scale: 0.711639. ITERATION NUMBER 65. Current Log-Posterior: 184364 Step Size: -87974.5808 Smoothing Hyper-parameters: 0.104642 0.096585 0.084815 0.047422 0.086232 0.050035 0.053862 Expected Total MS Cnt: 51.8002 Backgound Scale: 0.714856. ITERATION NUMBER 66. Current Log-Posterior: 166977 Step Size: -17387.40878 Smoothing Hyper-parameters: 0.136252 0.131447 0.063595 0.063251 0.145554 0.064969 0.072532 Expected Total MS Cnt: 53.2065 Backgound Scale: 0.720114. ITERATION NUMBER 67. Current Log-Posterior: 132425 Step Size: -34551.75355 Smoothing Hyper-parameters: 0.045157 0.159143 0.099025 0.031007 0.081104 0.049804 0.047983 Expected Total MS Cnt: 50.9325 Backgound Scale: 0.722794. ITERATION NUMBER 68. Current Log-Posterior: 304423 Step Size: 171998.1251 Smoothing Hyper-parameters: 0.097861 0.091804 0.073050 0.149086 0.098384 0.074025 0.120556 Expected Total MS Cnt: 50.6593 Backgound Scale: 0.711331. ITERATION NUMBER 69. Current Log-Posterior: 173117 Step Size: -131306.2835 Smoothing Hyper-parameters: 0.116406 0.092298 0.033479 0.085841 0.140533 0.113233 0.094116 Expected Total MS Cnt: 51.8388 Backgound Scale: 0.721113. ITERATION NUMBER 70. Current Log-Posterior: 169385 Step Size: -3732.412802 Smoothing Hyper-parameters: 0.115655 0.098569 0.100555 0.100157 0.077885 0.069939 0.089112 Expected Total MS Cnt: 42.5205 Backgound Scale: 0.713235. ITERATION NUMBER 71. Current Log-Posterior: 151064 Step Size: -18320.99545 Smoothing Hyper-parameters: 0.053328 0.051199 0.098775 0.107480 0.072292 0.095974 0.088531 Expected Total MS Cnt: 28.64 Backgound Scale: 0.710865. ITERATION NUMBER 72. Current Log-Posterior: 303275 Step Size: 152211.2938 Smoothing Hyper-parameters: 0.096537 0.146886 0.014508 0.041903 0.032763 0.053211 0.041680 Expected Total MS Cnt: 22.1871 Backgound Scale: 0.704298. ITERATION NUMBER 73. Current Log-Posterior: 206417 Step Size: -96857.43004 Smoothing Hyper-parameters: 0.074023 0.153160 0.092061 0.102940 0.108288 0.070163 0.132961 Expected Total MS Cnt: 19.8225 Backgound Scale: 0.711305. ITERATION NUMBER 74. Current Log-Posterior: 199881 Step Size: -6536.607537 Smoothing Hyper-parameters: 0.185955 0.053930 0.071191 0.076659 0.046526 0.133822 0.061403 Expected Total MS Cnt: 32.1322 Backgound Scale: 0.718271. ITERATION NUMBER 75. Current Log-Posterior: 139153 Step Size: -60728.02385 Smoothing Hyper-parameters: 0.066515 0.061267 0.097091 0.102747 0.065828 0.135471 0.057809 Expected Total MS Cnt: 39.6879 Backgound Scale: 0.721005. ITERATION NUMBER 76. Current Log-Posterior: 242826 Step Size: 103673.0961 Smoothing Hyper-parameters: 0.063551 0.113277 0.124540 0.147762 0.087240 0.104212 0.088670 Expected Total MS Cnt: 50.4495 Backgound Scale: 0.71389. ITERATION NUMBER 77. Current Log-Posterior: 228210 Step Size: -14616.31152 Smoothing Hyper-parameters: 0.058808 0.098377 0.110935 0.074193 0.044977 0.041345 0.100590 Expected Total MS Cnt: 57.1621 Backgound Scale: 0.708723. ITERATION NUMBER 78. Current Log-Posterior: 251038 Step Size: 22828.86717 Smoothing Hyper-parameters: 0.086255 0.080316 0.122311 0.095945 0.063563 0.126048 0.114795 Expected Total MS Cnt: 59.3313 Backgound Scale: 0.713974. ITERATION NUMBER 79. Current Log-Posterior: 189933 Step Size: -61105.29544 Smoothing Hyper-parameters: 0.058762 0.112164 0.098641 0.077069 0.147442 0.049563 0.091320 Expected Total MS Cnt: 52.7013 Backgound Scale: 0.705477. ITERATION NUMBER 80. Current Log-Posterior: 247366 Step Size: 57432.78149 Smoothing Hyper-parameters: 0.055319 0.076283 0.073113 0.178503 0.035041 0.099438 0.114982 Expected Total MS Cnt: 29.3077 Backgound Scale: 0.722419. ITERATION NUMBER 81. Current Log-Posterior: 277863 Step Size: 30497.29797 Smoothing Hyper-parameters: 0.056764 0.102695 0.084288 0.036777 0.057251 0.145660 0.132301 Expected Total MS Cnt: 22.8674 Backgound Scale: 0.719822. ITERATION NUMBER 82. Current Log-Posterior: 258981 Step Size: -18882.57731 Smoothing Hyper-parameters: 0.055404 0.030646 0.103735 0.104499 0.056992 0.105591 0.070824 Expected Total MS Cnt: 24.0916 Backgound Scale: 0.714215. ITERATION NUMBER 83. Current Log-Posterior: 325683 Step Size: 66701.88698 Smoothing Hyper-parameters: 0.063960 0.062659 0.129693 0.128054 0.016878 0.095164 0.057202 Expected Total MS Cnt: 26.4992 Backgound Scale: 0.716432. ITERATION NUMBER 84. Current Log-Posterior: 250245 Step Size: -75437.28663 Smoothing Hyper-parameters: 0.069998 0.049795 0.068317 0.098034 0.011455 0.112088 0.151686 Expected Total MS Cnt: 29.2009 Backgound Scale: 0.706941. ITERATION NUMBER 85. Current Log-Posterior: 256155 Step Size: 5910.171738 Smoothing Hyper-parameters: 0.080583 0.040724 0.114320 0.056158 0.102669 0.080093 0.075481 Expected Total MS Cnt: 30.2289 Backgound Scale: 0.717546. ITERATION NUMBER 86. Current Log-Posterior: 240119 Step Size: -16036.86562 Smoothing Hyper-parameters: 0.025031 0.032105 0.096532 0.083365 0.057944 0.148974 0.143446 Expected Total MS Cnt: 38.5321 Backgound Scale: 0.723993. ITERATION NUMBER 87. Current Log-Posterior: 590435 Step Size: 350316.8614 Smoothing Hyper-parameters: 0.039460 0.063587 0.082072 0.100215 0.085164 0.071004 0.113016 Expected Total MS Cnt: 30.5454 Backgound Scale: 0.714538. ITERATION NUMBER 88. Current Log-Posterior: 370782 Step Size: -219652.929 Smoothing Hyper-parameters: 0.061202 0.044632 0.103163 0.101879 0.074014 0.111448 0.101153 Expected Total MS Cnt: 32.2976 Backgound Scale: 0.714719. ITERATION NUMBER 89. Current Log-Posterior: 275157 Step Size: -95625.8048 Smoothing Hyper-parameters: 0.054678 0.082490 0.119770 0.186540 0.083869 0.071726 0.110482 Expected Total MS Cnt: 27.849 Backgound Scale: 0.718073. ITERATION NUMBER 90. Current Log-Posterior: 272668 Step Size: -2489.088211 Smoothing Hyper-parameters: 0.057822 0.038347 0.066389 0.037353 0.096319 0.096483 0.112323 Expected Total MS Cnt: 28.0837 Backgound Scale: 0.708441. ITERATION NUMBER 91. Current Log-Posterior: 310078 Step Size: 37410.43178 Smoothing Hyper-parameters: 0.108538 0.095990 0.020866 0.084283 0.147468 0.063624 0.135960 Expected Total MS Cnt: 17.6134 Backgound Scale: 0.703138. ITERATION NUMBER 92. Current Log-Posterior: 184010 Step Size: -126067.9885 Smoothing Hyper-parameters: 0.062208 0.084426 0.064302 0.135897 0.064605 0.119969 0.031455 Expected Total MS Cnt: 24.9077 Backgound Scale: 0.714286. ITERATION NUMBER 93. Current Log-Posterior: 248050 Step Size: 64039.8697 Smoothing Hyper-parameters: 0.056533 0.052076 0.026531 0.124056 0.043647 0.052462 0.111334 Expected Total MS Cnt: 24.4569 Backgound Scale: 0.709096. ITERATION NUMBER 94. Current Log-Posterior: 306127 Step Size: 58077.25116 Smoothing Hyper-parameters: 0.038952 0.128046 0.020486 0.124264 0.049650 0.060877 0.082330 Expected Total MS Cnt: 23.6116 Backgound Scale: 0.718211. ITERATION NUMBER 95. Current Log-Posterior: 379244 Step Size: 73117.05045 Smoothing Hyper-parameters: 0.043771 0.135432 0.079422 0.060435 0.076197 0.115113 0.077940 Expected Total MS Cnt: 22.2797 Backgound Scale: 0.71694. ITERATION NUMBER 96. Current Log-Posterior: 314044 Step Size: -65200.32149 Smoothing Hyper-parameters: 0.052563 0.025804 0.032213 0.053867 0.022698 0.066377 0.101197 Expected Total MS Cnt: 25.9377 Backgound Scale: 0.710541. ITERATION NUMBER 97. Current Log-Posterior: 382770 Step Size: 68726.6138 Smoothing Hyper-parameters: 0.043863 0.051498 0.109873 0.037097 0.035913 0.107547 0.109370 Expected Total MS Cnt: 24.8678 Backgound Scale: 0.72015. ITERATION NUMBER 98. Current Log-Posterior: 351839 Step Size: -30931.20422 Smoothing Hyper-parameters: 0.119854 0.030941 0.032395 0.074434 0.101132 0.044465 0.107364 Expected Total MS Cnt: 17.143 Backgound Scale: 0.717594. ITERATION NUMBER 99. Current Log-Posterior: 230432 Step Size: -121407.0158 Smoothing Hyper-parameters: 0.107860 0.067711 0.053451 0.067453 0.074791 0.107943 0.074487 Expected Total MS Cnt: 13.6635 Backgound Scale: 0.71719. ITERATION NUMBER 100. Current Log-Posterior: 178605 Step Size: -51827.68559 Smoothing Hyper-parameters: 0.090217 0.097662 0.186661 0.013464 0.052284 0.054603 0.064102 Expected Total MS Cnt: 17.5062 Backgound Scale: 0.731593. ITERATION NUMBER 101. Current Log-Posterior: 186780 Step Size: 8175.858067 Smoothing Hyper-parameters: 0.007932 0.124987 0.072898 0.041729 0.135042 0.079677 0.048951 Expected Total MS Cnt: 17.0738 Backgound Scale: 0.723165. ITERATION NUMBER 102. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.082449 0.074901 0.041163 0.093022 0.096201 0.061971 0.041167 Expected Total MS Cnt: 28.9601 Backgound Scale: 0.704821. ITERATION NUMBER 103. Current Log-Posterior: 215294 Step Size: -inf Smoothing Hyper-parameters: 0.041960 0.078935 0.070647 0.119229 0.058581 0.033224 0.036066 Expected Total MS Cnt: 29.7704 Backgound Scale: 0.712204. ITERATION NUMBER 104. Current Log-Posterior: 342338 Step Size: 127043.2742 Smoothing Hyper-parameters: 0.008182 0.127127 0.094449 0.069822 0.025549 0.142429 0.064305 Expected Total MS Cnt: 31.9217 Backgound Scale: 0.718591. ITERATION NUMBER 105. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.102290 0.047470 0.040285 0.104622 0.074502 0.137246 0.060504 Expected Total MS Cnt: 25.1569 Backgound Scale: 0.711577. ITERATION NUMBER 106. Current Log-Posterior: 207385 Step Size: -inf Smoothing Hyper-parameters: 0.089105 0.109430 0.055387 0.092024 0.090978 0.098932 0.021653 Expected Total MS Cnt: 35.573 Backgound Scale: 0.716408. ITERATION NUMBER 107. Current Log-Posterior: 183531 Step Size: -23853.7825 Smoothing Hyper-parameters: 0.123607 0.079171 0.096792 0.136869 0.124645 0.064182 0.145661 Expected Total MS Cnt: 30.842 Backgound Scale: 0.71463. ITERATION NUMBER 108. Current Log-Posterior: 150067 Step Size: -33463.88291 Smoothing Hyper-parameters: 0.084365 0.059068 0.036158 0.091947 0.081760 0.141510 0.102292 Expected Total MS Cnt: 27.9395 Backgound Scale: 0.715312. ITERATION NUMBER 109. Current Log-Posterior: 222015 Step Size: 71947.68543 Smoothing Hyper-parameters: 0.086562 0.079716 0.048411 0.118708 0.105526 0.064373 0.063002 Expected Total MS Cnt: 34.6541 Backgound Scale: 0.71321. ITERATION NUMBER 110. Current Log-Posterior: 198931 Step Size: -23083.85183 Smoothing Hyper-parameters: 0.079719 0.038818 0.101348 0.053889 0.129620 0.167439 0.101458 Expected Total MS Cnt: 27.9046 Backgound Scale: 0.716091. ITERATION NUMBER 111. Current Log-Posterior: 245293 Step Size: 46362.36257 Smoothing Hyper-parameters: 0.103352 0.059493 0.077823 0.173242 0.049968 0.057252 0.110611 Expected Total MS Cnt: 26.5066 Backgound Scale: 0.71133. ITERATION NUMBER 112. Current Log-Posterior: 183945 Step Size: -61347.60717 Smoothing Hyper-parameters: 0.037889 0.065344 0.134513 0.029329 0.115560 0.051221 0.092327 Expected Total MS Cnt: 26.2701 Backgound Scale: 0.725322. ITERATION NUMBER 113. Current Log-Posterior: 385169 Step Size: 201223.1522 Smoothing Hyper-parameters: 0.125848 0.077629 0.069307 0.097228 0.114742 0.081082 0.119644 Expected Total MS Cnt: 27.4597 Backgound Scale: 0.713461. ITERATION NUMBER 114. Current Log-Posterior: 151976 Step Size: -233192.2256 Smoothing Hyper-parameters: 0.067779 0.052345 0.099569 0.067213 0.070642 0.073981 0.078356 Expected Total MS Cnt: 23.1316 Backgound Scale: 0.719154. ITERATION NUMBER 115. Current Log-Posterior: 251172 Step Size: 99195.968 Smoothing Hyper-parameters: 0.040147 0.077295 0.087921 0.073022 0.048492 0.047685 0.090349 Expected Total MS Cnt: 24.0395 Backgound Scale: 0.718606. ITERATION NUMBER 116. Current Log-Posterior: 361387 Step Size: 110214.3798 Smoothing Hyper-parameters: 0.065950 0.074549 0.082581 0.052523 0.053991 0.112104 0.153372 Expected Total MS Cnt: 25.6278 Backgound Scale: 0.706642. ITERATION NUMBER 117. Current Log-Posterior: 240667 Step Size: -120720.0485 Smoothing Hyper-parameters: 0.064450 0.018582 0.031472 0.053637 0.077122 0.147723 0.047999 Expected Total MS Cnt: 26.8777 Backgound Scale: 0.709385. ITERATION NUMBER 118. Current Log-Posterior: 386557 Step Size: 145890.0526 Smoothing Hyper-parameters: 0.078275 0.091663 0.028203 0.040933 0.050358 0.035499 0.066056 Expected Total MS Cnt: 15.1766 Backgound Scale: 0.710492. ITERATION NUMBER 119. Current Log-Posterior: 221949 Step Size: -164607.3552 Smoothing Hyper-parameters: 0.101530 0.134294 0.022184 0.024609 0.045575 0.099813 0.113175 Expected Total MS Cnt: 9.7302 Backgound Scale: 0.732924. ITERATION NUMBER 120. Current Log-Posterior: 187442 Step Size: -34507.11974 Smoothing Hyper-parameters: 0.059887 0.022345 0.063738 0.098803 0.055773 0.056219 0.138512 Expected Total MS Cnt: 12.5616 Backgound Scale: 0.713268. ITERATION NUMBER 121. Current Log-Posterior: 358698 Step Size: 171255.2659 Smoothing Hyper-parameters: 0.001963 0.056696 0.011075 0.050308 0.021758 0.085377 0.045785 Expected Total MS Cnt: 20.547 Backgound Scale: 0.703795. ITERATION NUMBER 122. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.028284 0.111078 0.047207 0.053452 0.122261 0.096761 0.133545 Expected Total MS Cnt: 23.238 Backgound Scale: 0.709699. ITERATION NUMBER 123. Current Log-Posterior: 476168 Step Size: -inf Smoothing Hyper-parameters: 0.029406 0.057589 0.066642 0.068796 0.079420 0.099338 0.095890 Expected Total MS Cnt: 18.3366 Backgound Scale: 0.702646. ITERATION NUMBER 124. Current Log-Posterior: 483797 Step Size: 7629.471816 Smoothing Hyper-parameters: 0.022381 0.104270 0.085257 0.101151 0.117054 0.077761 0.041271 Expected Total MS Cnt: 19.3685 Backgound Scale: 0.719011. ITERATION NUMBER 125. Current Log-Posterior: 587147 Step Size: 103350.2309 Smoothing Hyper-parameters: 0.089016 0.068795 0.067969 0.050849 0.089231 0.077841 0.116456 Expected Total MS Cnt: 20.5432 Backgound Scale: 0.719386. ITERATION NUMBER 126. Current Log-Posterior: 199901 Step Size: -387246.3742 Smoothing Hyper-parameters: 0.054651 0.051010 0.092050 0.052917 0.055360 0.053209 0.086754 Expected Total MS Cnt: 26.1145 Backgound Scale: 0.722012. ITERATION NUMBER 127. Current Log-Posterior: 297799 Step Size: 97897.94733 Smoothing Hyper-parameters: 0.019802 0.031431 0.093635 0.104609 0.124135 0.034839 0.050560 Expected Total MS Cnt: 29.8506 Backgound Scale: 0.724186. ITERATION NUMBER 128. Current Log-Posterior: 733852 Step Size: 436053.0396 Smoothing Hyper-parameters: 0.030477 0.051391 0.082637 0.093857 0.106483 0.037011 0.059714 Expected Total MS Cnt: 29.4456 Backgound Scale: 0.719365. ITERATION NUMBER 129. Current Log-Posterior: 471565 Step Size: -262286.9447 Smoothing Hyper-parameters: 0.070462 0.101962 0.045590 0.104287 0.099050 0.098778 0.106633 Expected Total MS Cnt: 47.6569 Backgound Scale: 0.72055. ITERATION NUMBER 130. Current Log-Posterior: 225700 Step Size: -245865.1683 Smoothing Hyper-parameters: 0.013617 0.109836 0.122676 0.180806 0.062183 0.123320 0.132841 Expected Total MS Cnt: 36.28 Backgound Scale: 0.71053. ITERATION NUMBER 131. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.063423 0.055843 0.144456 0.043062 0.027140 0.099690 0.140193 Expected Total MS Cnt: 37.2045 Backgound Scale: 0.707902. ITERATION NUMBER 132. Current Log-Posterior: 260725 Step Size: -inf Smoothing Hyper-parameters: 0.036565 0.061010 0.063667 0.150734 0.104325 0.090104 0.075362 Expected Total MS Cnt: 28.6 Backgound Scale: 0.712412. ITERATION NUMBER 133. Current Log-Posterior: 397686 Step Size: 136961.0182 Smoothing Hyper-parameters: 0.020352 0.097425 0.076776 0.047333 0.096592 0.043486 0.071225 Expected Total MS Cnt: 31.1554 Backgound Scale: 0.725312. ITERATION NUMBER 134. Current Log-Posterior: 653640 Step Size: 255954.2919 Smoothing Hyper-parameters: 0.068114 0.058931 0.091328 0.033705 0.114309 0.102708 0.094770 Expected Total MS Cnt: 42.0469 Backgound Scale: 0.713596. ITERATION NUMBER 135. Current Log-Posterior: 246174 Step Size: -407465.6182 Smoothing Hyper-parameters: 0.014987 0.112505 0.111854 0.142351 0.091352 0.138828 0.106142 Expected Total MS Cnt: 48.7939 Backgound Scale: 0.714714. ITERATION NUMBER 136. Current Log-Posterior: 858592 Step Size: 612418.0444 Smoothing Hyper-parameters: 0.049959 0.100732 0.053256 0.097976 0.077778 0.080724 0.173971 Expected Total MS Cnt: 45.3125 Backgound Scale: 0.705744. ITERATION NUMBER 137. Current Log-Posterior: 295507 Step Size: -563085.9097 Smoothing Hyper-parameters: 0.039135 0.090725 0.064465 0.105420 0.087519 0.168273 0.063357 Expected Total MS Cnt: 53.1682 Backgound Scale: 0.696415. ITERATION NUMBER 138. Current Log-Posterior: 370071 Step Size: 74564.34171 Smoothing Hyper-parameters: 0.135897 0.042664 0.038907 0.093879 0.102113 0.121458 0.096186 Expected Total MS Cnt: 59.3701 Backgound Scale: 0.725553. ITERATION NUMBER 139. Current Log-Posterior: 186575 Step Size: -183496.0957 Smoothing Hyper-parameters: 0.051336 0.073918 0.091454 0.054913 0.065371 0.138014 0.131627 Expected Total MS Cnt: 33.3793 Backgound Scale: 0.72409. ITERATION NUMBER 140. Current Log-Posterior: 296737 Step Size: 110161.8662 Smoothing Hyper-parameters: 0.080973 0.040669 0.135498 0.068904 0.046133 0.132906 0.046102 Expected Total MS Cnt: 29.635 Backgound Scale: 0.70959. ITERATION NUMBER 141. Current Log-Posterior: 233669 Step Size: -63068.0684 Smoothing Hyper-parameters: 0.087538 0.057495 0.158587 0.157450 0.065151 0.091641 0.122785 Expected Total MS Cnt: 29.653 Backgound Scale: 0.711016. ITERATION NUMBER 142. Current Log-Posterior: 203480 Step Size: -30188.59243 Smoothing Hyper-parameters: 0.115719 0.145624 0.107930 0.107502 0.091640 0.077097 0.134387 Expected Total MS Cnt: 40.7799 Backgound Scale: 0.719179. ITERATION NUMBER 143. Current Log-Posterior: 137881 Step Size: -65599.19292 Smoothing Hyper-parameters: 0.074705 0.103405 0.121059 0.135551 0.069479 0.155784 0.060088 Expected Total MS Cnt: 45.9931 Backgound Scale: 0.712374. ITERATION NUMBER 144. Current Log-Posterior: 205080 Step Size: 67199.40725 Smoothing Hyper-parameters: 0.050006 0.105027 0.135281 0.068092 0.068428 0.069748 0.063122 Expected Total MS Cnt: 36.8513 Backgound Scale: 0.714826. ITERATION NUMBER 145. Current Log-Posterior: 283343 Step Size: 78262.33424 Smoothing Hyper-parameters: 0.025283 0.109100 0.110909 0.052621 0.169936 0.151815 0.059221 Expected Total MS Cnt: 35.4618 Backgound Scale: 0.709809. ITERATION NUMBER 146. Current Log-Posterior: 522375 Step Size: 239032.7077 Smoothing Hyper-parameters: 0.014523 0.039770 0.056438 0.040153 0.138283 0.057505 0.108049 Expected Total MS Cnt: 36.1666 Backgound Scale: 0.705754. ITERATION NUMBER 147. Current Log-Posterior: 943192 Step Size: 420816.4995 Smoothing Hyper-parameters: 0.091625 0.051841 0.046958 0.088089 0.132303 0.095980 0.053346 Expected Total MS Cnt: 37.6183 Backgound Scale: 0.712552. ITERATION NUMBER 148. Current Log-Posterior: 213384 Step Size: -729807.5894 Smoothing Hyper-parameters: 0.029340 0.115976 0.075160 0.061257 0.097833 0.073191 0.076248 Expected Total MS Cnt: 38.6435 Backgound Scale: 0.716251. ITERATION NUMBER 149. Current Log-Posterior: 460073 Step Size: 246688.7851 Smoothing Hyper-parameters: 0.040603 0.034454 0.114320 0.144766 0.113156 0.150121 0.074771 Expected Total MS Cnt: 41.1324 Backgound Scale: 0.718032. ITERATION NUMBER 150. Current Log-Posterior: 401956 Step Size: -58116.52191 Smoothing Hyper-parameters: 0.068516 0.083757 0.070022 0.053254 0.117302 0.112859 0.137526 Expected Total MS Cnt: 35.1248 Backgound Scale: 0.727169. ITERATION NUMBER 151. Current Log-Posterior: 231104 Step Size: -170852.0053 Smoothing Hyper-parameters: 0.038688 0.065426 0.069612 0.026454 0.121761 0.095193 0.036231 Expected Total MS Cnt: 49.1588 Backgound Scale: 0.716621. ITERATION NUMBER 152. Current Log-Posterior: 384839 Step Size: 153734.132 Smoothing Hyper-parameters: 0.049741 0.095225 0.058890 0.092716 0.129424 0.083779 0.170824 Expected Total MS Cnt: 46.5345 Backgound Scale: 0.711999. ITERATION NUMBER 153. Current Log-Posterior: 293951 Step Size: -90887.38583 Smoothing Hyper-parameters: 0.109731 0.042947 0.061172 0.041452 0.083423 0.100964 0.148676 Expected Total MS Cnt: 55.7961 Backgound Scale: 0.713528. ITERATION NUMBER 154. Current Log-Posterior: 203805 Step Size: -90146.38914 Smoothing Hyper-parameters: 0.096584 0.069378 0.099313 0.108633 0.056049 0.090938 0.099866 Expected Total MS Cnt: 41.1203 Backgound Scale: 0.715673. ITERATION NUMBER 155. Current Log-Posterior: 183530 Step Size: -20274.98499 Smoothing Hyper-parameters: 0.048273 0.067308 0.105095 0.087418 0.059478 0.121977 0.105210 Expected Total MS Cnt: 35.1912 Backgound Scale: 0.71905. ITERATION NUMBER 156. Current Log-Posterior: 305309 Step Size: 121779.2616 Smoothing Hyper-parameters: 0.003749 0.086390 0.061813 0.182443 0.029621 0.118777 0.113278 Expected Total MS Cnt: 28.8701 Backgound Scale: 0.716514. ITERATION NUMBER 157. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.052978 0.084309 0.091113 0.073010 0.056525 0.118940 0.062615 Expected Total MS Cnt: 34.0544 Backgound Scale: 0.706032. ITERATION NUMBER 158. Current Log-Posterior: 282014 Step Size: -inf Smoothing Hyper-parameters: 0.035828 0.098295 0.059379 0.091827 0.056126 0.098354 0.071256 Expected Total MS Cnt: 31.8372 Backgound Scale: 0.704335. ITERATION NUMBER 159. Current Log-Posterior: 387030 Step Size: 105016.5206 Smoothing Hyper-parameters: 0.032173 0.020682 0.117403 0.093654 0.051640 0.137966 0.078874 Expected Total MS Cnt: 33.8308 Backgound Scale: 0.710368. ITERATION NUMBER 160. Current Log-Posterior: 538953 Step Size: 151922.6964 Smoothing Hyper-parameters: 0.078902 0.076598 0.107034 0.043885 0.087574 0.120429 0.075425 Expected Total MS Cnt: 33.6959 Backgound Scale: 0.718812. ITERATION NUMBER 161. Current Log-Posterior: 207210 Step Size: -331742.6831 Smoothing Hyper-parameters: 0.114174 0.034395 0.107601 0.133508 0.141972 0.053918 0.075617 Expected Total MS Cnt: 34.1753 Backgound Scale: 0.721237. ITERATION NUMBER 162. Current Log-Posterior: 207281 Step Size: 71.17494048 Smoothing Hyper-parameters: 0.053439 0.037928 0.129522 0.031785 0.072954 0.098263 0.083420 Expected Total MS Cnt: 49.3865 Backgound Scale: 0.716116. ITERATION NUMBER 163. Current Log-Posterior: 322624 Step Size: 115342.2635 Smoothing Hyper-parameters: 0.050657 0.112537 0.130615 0.076260 0.042466 0.059270 0.079389 Expected Total MS Cnt: 58.8699 Backgound Scale: 0.7144. ITERATION NUMBER 164. Current Log-Posterior: 279989 Step Size: -42635.14984 Smoothing Hyper-parameters: 0.066064 0.075019 0.085579 0.061984 0.072495 0.129827 0.109988 Expected Total MS Cnt: 36.0096 Backgound Scale: 0.714719. ITERATION NUMBER 165. Current Log-Posterior: 236233 Step Size: -43755.56277 Smoothing Hyper-parameters: 0.067924 0.074034 0.070398 0.107725 0.070098 0.101364 0.115975 Expected Total MS Cnt: 33.3793 Backgound Scale: 0.714445. ITERATION NUMBER 166. Current Log-Posterior: 238422 Step Size: 2188.798006 Smoothing Hyper-parameters: 0.031899 0.061176 0.083810 0.049765 0.121126 0.049493 0.053651 Expected Total MS Cnt: 28.7074 Backgound Scale: 0.719185. ITERATION NUMBER 167. Current Log-Posterior: 446677 Step Size: 208255.6601 Smoothing Hyper-parameters: 0.066941 0.052543 0.086651 0.115739 0.065874 0.031771 0.101022 Expected Total MS Cnt: 29.2283 Backgound Scale: 0.705772. ITERATION NUMBER 168. Current Log-Posterior: 250294 Step Size: -196383.1755 Smoothing Hyper-parameters: 0.049746 0.017249 0.076188 0.070141 0.064558 0.020919 0.065324 Expected Total MS Cnt: 22.6381 Backgound Scale: 0.714082. ITERATION NUMBER 169. Current Log-Posterior: 441884 Step Size: 191590.1006 Smoothing Hyper-parameters: 0.057057 0.100702 0.066256 0.065407 0.085986 0.064346 0.040520 Expected Total MS Cnt: 22.2241 Backgound Scale: 0.718431. ITERATION NUMBER 170. Current Log-Posterior: 260450 Step Size: -181434.7275 Smoothing Hyper-parameters: 0.099699 0.105927 0.076686 0.147469 0.101066 0.107822 0.103240 Expected Total MS Cnt: 27.5172 Backgound Scale: 0.709836. ITERATION NUMBER 171. Current Log-Posterior: 163776 Step Size: -96673.24727 Smoothing Hyper-parameters: 0.097015 0.068951 0.084762 0.142511 0.038227 0.026853 0.111087 Expected Total MS Cnt: 34.3282 Backgound Scale: 0.709118. ITERATION NUMBER 172. Current Log-Posterior: 185448 Step Size: 21671.81729 Smoothing Hyper-parameters: 0.063568 0.042497 0.125691 0.051246 0.101419 0.108078 0.106292 Expected Total MS Cnt: 27.9189 Backgound Scale: 0.724939. ITERATION NUMBER 173. Current Log-Posterior: 273455 Step Size: 88006.79351 Smoothing Hyper-parameters: 0.068496 0.084744 0.090761 0.165735 0.106746 0.079435 0.028706 Expected Total MS Cnt: 23.4827 Backgound Scale: 0.703398. ITERATION NUMBER 174. Current Log-Posterior: 225601 Step Size: -47853.80469 Smoothing Hyper-parameters: 0.041356 0.031527 0.059264 0.063944 0.041128 0.112995 0.051357 Expected Total MS Cnt: 19.111 Backgound Scale: 0.706453. ITERATION NUMBER 175. Current Log-Posterior: 408317 Step Size: 182716.026 Smoothing Hyper-parameters: 0.051884 0.058333 0.084471 0.070050 0.086699 0.109907 0.122565 Expected Total MS Cnt: 27.3953 Backgound Scale: 0.715673. ITERATION NUMBER 176. Current Log-Posterior: 299653 Step Size: -108664.205 Smoothing Hyper-parameters: 0.018604 0.040830 0.158708 0.129715 0.076090 0.033483 0.116184 Expected Total MS Cnt: 27.2242 Backgound Scale: 0.714695. ITERATION NUMBER 177. Current Log-Posterior: 741704 Step Size: 442050.7807 Smoothing Hyper-parameters: 0.022374 0.096731 0.070776 0.123269 0.037341 0.088955 0.089731 Expected Total MS Cnt: 30.2747 Backgound Scale: 0.70539. ITERATION NUMBER 178. Current Log-Posterior: 593946 Step Size: -147758.1191 Smoothing Hyper-parameters: 0.025923 0.053131 0.057894 0.053510 0.113867 0.061208 0.080222 Expected Total MS Cnt: 22.0351 Backgound Scale: 0.726644. ITERATION NUMBER 179. Current Log-Posterior: 540861 Step Size: -53085.01352 Smoothing Hyper-parameters: 0.134611 0.079138 0.053633 0.114456 0.026029 0.083068 0.025718 Expected Total MS Cnt: 27.348 Backgound Scale: 0.72164. ITERATION NUMBER 180. Current Log-Posterior: 151584 Step Size: -389276.5874 Smoothing Hyper-parameters: 0.046862 0.104593 0.087783 0.139455 0.074694 0.139191 0.028811 Expected Total MS Cnt: 32.3501 Backgound Scale: 0.71399. ITERATION NUMBER 181. Current Log-Posterior: 301153 Step Size: 149568.9796 Smoothing Hyper-parameters: 0.048721 0.120994 0.090360 0.070084 0.062744 0.061931 0.079114 Expected Total MS Cnt: 26.5961 Backgound Scale: 0.719652. ITERATION NUMBER 182. Current Log-Posterior: 290912 Step Size: -10241.51304 Smoothing Hyper-parameters: 0.062519 0.144611 0.135036 0.103270 0.069430 0.056336 0.107249 Expected Total MS Cnt: 28.4498 Backgound Scale: 0.724678. ITERATION NUMBER 183. Current Log-Posterior: 227546 Step Size: -63365.83122 Smoothing Hyper-parameters: 0.106452 0.053222 0.095278 0.066122 0.079780 0.013074 0.068276 Expected Total MS Cnt: 20.8359 Backgound Scale: 0.717376. ITERATION NUMBER 184. Current Log-Posterior: 184789 Step Size: -42756.38544 Smoothing Hyper-parameters: 0.048154 0.098033 0.131247 0.029128 0.085587 0.034082 0.044543 Expected Total MS Cnt: 46.4877 Backgound Scale: 0.721785. ITERATION NUMBER 185. Current Log-Posterior: 302436 Step Size: 117646.9142 Smoothing Hyper-parameters: 0.048053 0.155136 0.129647 0.060693 0.082764 0.082163 0.054079 Expected Total MS Cnt: 28.9516 Backgound Scale: 0.711466. ITERATION NUMBER 186. Current Log-Posterior: 283909 Step Size: -18527.37414 Smoothing Hyper-parameters: 0.063399 0.034282 0.150351 0.101814 0.119115 0.034284 0.081081 Expected Total MS Cnt: 36.2332 Backgound Scale: 0.709486. ITERATION NUMBER 187. Current Log-Posterior: 288780 Step Size: 4871.60737 Smoothing Hyper-parameters: 0.059638 0.104222 0.154015 0.041329 0.111419 0.066184 0.030920 Expected Total MS Cnt: 23.726 Backgound Scale: 0.718591. ITERATION NUMBER 188. Current Log-Posterior: 246289 Step Size: -42491.1339 Smoothing Hyper-parameters: 0.029935 0.058361 0.108075 0.054568 0.018940 0.066873 0.077800 Expected Total MS Cnt: 27.665 Backgound Scale: 0.713797. ITERATION NUMBER 189. Current Log-Posterior: 474023 Step Size: 227733.2816 Smoothing Hyper-parameters: 0.040017 0.067388 0.090295 0.087322 0.108189 0.096308 0.053981 Expected Total MS Cnt: 33.7586 Backgound Scale: 0.712258. ITERATION NUMBER 190. Current Log-Posterior: 360530 Step Size: -113492.2902 Smoothing Hyper-parameters: 0.073598 0.069945 0.103790 0.017029 0.144681 0.127872 0.113394 Expected Total MS Cnt: 31.7329 Backgound Scale: 0.709322. ITERATION NUMBER 191. Current Log-Posterior: 231483 Step Size: -129046.9361 Smoothing Hyper-parameters: 0.086918 0.083821 0.068299 0.079523 0.049636 0.049988 0.120646 Expected Total MS Cnt: 49.8567 Backgound Scale: 0.709817. ITERATION NUMBER 192. Current Log-Posterior: 192841 Step Size: -38642.55568 Smoothing Hyper-parameters: 0.089119 0.127458 0.109252 0.068832 0.044410 0.068744 0.042224 Expected Total MS Cnt: 41.9204 Backgound Scale: 0.712123. ITERATION NUMBER 193. Current Log-Posterior: 175448 Step Size: -17392.79962 Smoothing Hyper-parameters: 0.078350 0.116743 0.124669 0.167375 0.094761 0.061449 0.099689 Expected Total MS Cnt: 36.4731 Backgound Scale: 0.711034. ITERATION NUMBER 194. Current Log-Posterior: 191744 Step Size: 16296.1353 Smoothing Hyper-parameters: 0.097842 0.059426 0.069160 0.140943 0.075165 0.019969 0.072373 Expected Total MS Cnt: 38.7947 Backgound Scale: 0.715263. ITERATION NUMBER 195. Current Log-Posterior: 189582 Step Size: -2162.153884 Smoothing Hyper-parameters: 0.075029 0.098942 0.122917 0.134826 0.057915 0.106270 0.090381 Expected Total MS Cnt: 34.4843 Backgound Scale: 0.711502. ITERATION NUMBER 196. Current Log-Posterior: 203877 Step Size: 14294.69166 Smoothing Hyper-parameters: 0.022371 0.157660 0.067868 0.149702 0.096604 0.095809 0.107345 Expected Total MS Cnt: 29.1484 Backgound Scale: 0.714548. ITERATION NUMBER 197. Current Log-Posterior: 575397 Step Size: 371520.0538 Smoothing Hyper-parameters: 0.039453 0.109963 0.104149 0.075267 0.073338 0.055747 0.090503 Expected Total MS Cnt: 33.6434 Backgound Scale: 0.716912. ITERATION NUMBER 198. Current Log-Posterior: 344747 Step Size: -230649.9706 Smoothing Hyper-parameters: 0.039453 0.092450 0.124798 0.029668 0.069901 0.035067 0.042067 Expected Total MS Cnt: 35.8489 Backgound Scale: 0.709879. ITERATION NUMBER 199. Current Log-Posterior: 357695 Step Size: 12948.56665 Smoothing Hyper-parameters: 0.068378 0.127495 0.100987 0.106980 0.130688 0.066273 0.078858 Expected Total MS Cnt: 31.448 Backgound Scale: 0.7244. ITERATION NUMBER 200. Current Log-Posterior: 214863 Step Size: -142832.1291 Smoothing Hyper-parameters: 0.021537 0.039236 0.106608 0.089710 0.096023 0.075180 0.090783 Expected Total MS Cnt: 24.1545 Backgound Scale: 0.717915. ITERATION NUMBER 201. Current Log-Posterior: 655012 Step Size: 440148.3962 Smoothing Hyper-parameters: 0.096603 0.121559 0.137727 0.025925 0.082419 0.029534 0.057336 Expected Total MS Cnt: 24.439 Backgound Scale: 0.70807. ITERATION NUMBER 202. Current Log-Posterior: 168350 Step Size: -486661.5401 Smoothing Hyper-parameters: 0.084247 0.116684 0.063706 0.109920 0.048941 0.112154 0.066767 Expected Total MS Cnt: 27.5378 Backgound Scale: 0.708691. ITERATION NUMBER 203. Current Log-Posterior: 189022 Step Size: 20671.60131 Smoothing Hyper-parameters: 0.072858 0.072888 0.140628 0.054980 0.116475 0.037963 0.061133 Expected Total MS Cnt: 18.1805 Backgound Scale: 0.718138. ITERATION NUMBER 204. Current Log-Posterior: 218016 Step Size: 28994.50783 Smoothing Hyper-parameters: 0.038732 0.056378 0.132559 0.038587 0.039417 0.108664 0.086819 Expected Total MS Cnt: 22.1027 Backgound Scale: 0.714946. ITERATION NUMBER 205. Current Log-Posterior: 382643 Step Size: 164626.6937 Smoothing Hyper-parameters: 0.016788 0.067946 0.055825 0.092579 0.092913 0.018584 0.083444 Expected Total MS Cnt: 24.75 Backgound Scale: 0.708996. ITERATION NUMBER 206. Current Log-Posterior: 796504 Step Size: 413861.6067 Smoothing Hyper-parameters: 0.080459 0.061230 0.110604 0.079008 0.083594 0.038582 0.118362 Expected Total MS Cnt: 23.8505 Backgound Scale: 0.696934. ITERATION NUMBER 207. Current Log-Posterior: 213982 Step Size: -582522.4032 Smoothing Hyper-parameters: 0.026498 0.091206 0.095371 0.058886 0.021397 0.065135 0.099276 Expected Total MS Cnt: 23.6314 Backgound Scale: 0.714143. ITERATION NUMBER 208. Current Log-Posterior: 503819 Step Size: 289836.8858 Smoothing Hyper-parameters: 0.136820 0.074806 0.094136 0.092598 0.061824 0.092798 0.056399 Expected Total MS Cnt: 21.1357 Backgound Scale: 0.718296. ITERATION NUMBER 209. Current Log-Posterior: 144555 Step Size: -359263.7781 Smoothing Hyper-parameters: 0.063348 0.112787 0.072601 0.035930 0.071028 0.119514 0.106179 Expected Total MS Cnt: 14.455 Backgound Scale: 0.725482. ITERATION NUMBER 210. Current Log-Posterior: 236838 Step Size: 92282.70706 Smoothing Hyper-parameters: 0.095266 0.084553 0.111471 0.063131 0.089397 0.038355 0.074308 Expected Total MS Cnt: 13.8551 Backgound Scale: 0.724914. ITERATION NUMBER 211. Current Log-Posterior: 177370 Step Size: -59467.70446 Smoothing Hyper-parameters: 0.069954 0.089560 0.056597 0.092323 0.049797 0.072794 0.040239 Expected Total MS Cnt: 18.8189 Backgound Scale: 0.708211. ITERATION NUMBER 212. Current Log-Posterior: 227983 Step Size: 50613.06268 Smoothing Hyper-parameters: 0.066001 0.135099 0.101439 0.067950 0.108565 0.060746 0.056875 Expected Total MS Cnt: 26.8641 Backgound Scale: 0.706683. ITERATION NUMBER 213. Current Log-Posterior: 219002 Step Size: -8981.216425 Smoothing Hyper-parameters: 0.069112 0.110734 0.119942 0.099172 0.050665 0.065734 0.043911 Expected Total MS Cnt: 26.9596 Backgound Scale: 0.720298. ITERATION NUMBER 214. Current Log-Posterior: 217596 Step Size: -1406.282155 Smoothing Hyper-parameters: 0.147689 0.037867 0.063259 0.111248 0.076531 0.073662 0.107234 Expected Total MS Cnt: 34.3233 Backgound Scale: 0.718566. ITERATION NUMBER 215. Current Log-Posterior: 182901 Step Size: -34694.92032 Smoothing Hyper-parameters: 0.061981 0.099895 0.076503 0.027841 0.062414 0.100427 0.131152 Expected Total MS Cnt: 33.3666 Backgound Scale: 0.71068. ITERATION NUMBER 216. Current Log-Posterior: 246938 Step Size: 64037.42237 Smoothing Hyper-parameters: 0.053479 0.086393 0.067738 0.108069 0.103485 0.083859 0.110563 Expected Total MS Cnt: 39.5797 Backgound Scale: 0.715773. ITERATION NUMBER 217. Current Log-Posterior: 279192 Step Size: 32253.68888 Smoothing Hyper-parameters: 0.039740 0.158009 0.131268 0.093611 0.117037 0.058952 0.129828 Expected Total MS Cnt: 39.9292 Backgound Scale: 0.710677. ITERATION NUMBER 218. Current Log-Posterior: 342768 Step Size: 63575.85138 Smoothing Hyper-parameters: 0.049122 0.086950 0.077300 0.093739 0.109873 0.064100 0.069060 Expected Total MS Cnt: 39.7001 Backgound Scale: 0.724494. ITERATION NUMBER 219. Current Log-Posterior: 294428 Step Size: -48339.96223 Smoothing Hyper-parameters: 0.059680 0.032146 0.089682 0.117865 0.067180 0.064100 0.076600 Expected Total MS Cnt: 37.0724 Backgound Scale: 0.716571. ITERATION NUMBER 220. Current Log-Posterior: 313479 Step Size: 19051.21331 Smoothing Hyper-parameters: 0.024838 0.103690 0.112260 0.111443 0.022539 0.018536 0.122637 Expected Total MS Cnt: 47.5909 Backgound Scale: 0.710781. ITERATION NUMBER 221. Current Log-Posterior: 531291 Step Size: 217811.8203 Smoothing Hyper-parameters: 0.082907 0.053708 0.104476 0.059340 0.100627 0.081872 0.051986 Expected Total MS Cnt: 57.6957 Backgound Scale: 0.721452. ITERATION NUMBER 222. Current Log-Posterior: 218836 Step Size: -312455.0093 Smoothing Hyper-parameters: 0.055796 0.030962 0.077159 0.116950 0.065490 0.163424 0.042220 Expected Total MS Cnt: 45.0623 Backgound Scale: 0.713646. ITERATION NUMBER 223. Current Log-Posterior: 338519 Step Size: 119683.1853 Smoothing Hyper-parameters: 0.102769 0.131819 0.196568 0.078165 0.068766 0.073278 0.068721 Expected Total MS Cnt: 32.4586 Backgound Scale: 0.721505. ITERATION NUMBER 224. Current Log-Posterior: 151967 Step Size: -186552.3481 Smoothing Hyper-parameters: 0.051700 0.181880 0.100300 0.098668 0.084550 0.123029 0.140338 Expected Total MS Cnt: 33.2944 Backgound Scale: 0.714176. ITERATION NUMBER 225. Current Log-Posterior: 264870 Step Size: 112903.7214 Smoothing Hyper-parameters: 0.059386 0.037395 0.137898 0.066958 0.053836 0.071629 0.008589 Expected Total MS Cnt: 34.439 Backgound Scale: 0.716643. ITERATION NUMBER 226. Current Log-Posterior: 294531 Step Size: 29660.83142 Smoothing Hyper-parameters: 0.049839 0.084647 0.109698 0.108847 0.075736 0.026403 0.023804 Expected Total MS Cnt: 46.053 Backgound Scale: 0.725249. ITERATION NUMBER 227. Current Log-Posterior: 295315 Step Size: 783.9896491 Smoothing Hyper-parameters: 0.057186 0.084018 0.083499 0.075418 0.122788 0.075238 0.042081 Expected Total MS Cnt: 37.9458 Backgound Scale: 0.703971. ITERATION NUMBER 228. Current Log-Posterior: 265754 Step Size: -29561.22866 Smoothing Hyper-parameters: 0.085068 0.087219 0.078185 0.088164 0.041769 0.039034 0.034039 Expected Total MS Cnt: 37.9177 Backgound Scale: 0.711743. ITERATION NUMBER 229. Current Log-Posterior: 195082 Step Size: -70671.54529 Smoothing Hyper-parameters: 0.085033 0.077499 0.052391 0.026235 0.093803 0.105667 0.064869 Expected Total MS Cnt: 44.8844 Backgound Scale: 0.711199. ITERATION NUMBER 230. Current Log-Posterior: 205942 Step Size: 10859.35604 Smoothing Hyper-parameters: 0.093605 0.075592 0.142131 0.066331 0.135163 0.102528 0.058688 Expected Total MS Cnt: 35.9758 Backgound Scale: 0.718063. ITERATION NUMBER 231. Current Log-Posterior: 183399 Step Size: -22542.99451 Smoothing Hyper-parameters: 0.046403 0.115811 0.113331 0.059915 0.052138 0.067437 0.086875 Expected Total MS Cnt: 41.7598 Backgound Scale: 0.717572. ITERATION NUMBER 232. Current Log-Posterior: 301644 Step Size: 118245.4318 Smoothing Hyper-parameters: 0.033142 0.083646 0.111881 0.087082 0.093318 0.082624 0.092299 Expected Total MS Cnt: 50.6738 Backgound Scale: 0.703599. ITERATION NUMBER 233. Current Log-Posterior: 412194 Step Size: 110549.9042 Smoothing Hyper-parameters: 0.046438 0.067817 0.122233 0.140763 0.108295 0.037670 0.133803 Expected Total MS Cnt: 40.2672 Backgound Scale: 0.713927. ITERATION NUMBER 234. Current Log-Posterior: 321152 Step Size: -91042.23381 Smoothing Hyper-parameters: 0.061391 0.096789 0.102071 0.102067 0.041367 0.123744 0.046791 Expected Total MS Cnt: 36.7164 Backgound Scale: 0.73078. ITERATION NUMBER 235. Current Log-Posterior: 240829 Step Size: -80322.64767 Smoothing Hyper-parameters: 0.079963 0.106500 0.111376 0.062715 0.117538 0.081329 0.084610 Expected Total MS Cnt: 35.7522 Backgound Scale: 0.710139. ITERATION NUMBER 236. Current Log-Posterior: 194504 Step Size: -46325.37905 Smoothing Hyper-parameters: 0.072179 0.093969 0.111150 0.033343 0.088337 0.093292 0.018633 Expected Total MS Cnt: 33.4184 Backgound Scale: 0.704259. ITERATION NUMBER 237. Current Log-Posterior: 220655 Step Size: 26151.33024 Smoothing Hyper-parameters: 0.076439 0.034919 0.061188 0.104109 0.020109 0.018025 0.085895 Expected Total MS Cnt: 36.0087 Backgound Scale: 0.71794. ITERATION NUMBER 238. Current Log-Posterior: 265661 Step Size: 45005.99979 Smoothing Hyper-parameters: 0.056758 0.135015 0.074383 0.091569 0.097471 0.135767 0.087263 Expected Total MS Cnt: 32.7941 Backgound Scale: 0.711021. ITERATION NUMBER 239. Current Log-Posterior: 249880 Step Size: -15781.39552 Smoothing Hyper-parameters: 0.098667 0.074631 0.147481 0.088272 0.023990 0.112083 0.032672 Expected Total MS Cnt: 37.0287 Backgound Scale: 0.699578. ITERATION NUMBER 240. Current Log-Posterior: 178880 Step Size: -70999.9088 Smoothing Hyper-parameters: 0.060109 0.065619 0.084698 0.067062 0.044551 0.011273 0.019814 Expected Total MS Cnt: 28.9198 Backgound Scale: 0.713283. ITERATION NUMBER 241. Current Log-Posterior: 263541 Step Size: 84661.48992 Smoothing Hyper-parameters: 0.016894 0.160532 0.125512 0.067062 0.147703 0.104741 0.113734 Expected Total MS Cnt: 28.7298 Backgound Scale: 0.716394. ITERATION NUMBER 242. Current Log-Posterior: 759024 Step Size: 495482.1195 Smoothing Hyper-parameters: 0.046424 0.042227 0.142019 0.107363 0.081241 0.027056 0.031171 Expected Total MS Cnt: 27.963 Backgound Scale: 0.714567. ITERATION NUMBER 243. Current Log-Posterior: 342050 Step Size: -416973.9834 Smoothing Hyper-parameters: 0.064481 0.096119 0.110117 0.110512 0.049914 0.131789 0.066314 Expected Total MS Cnt: 25.2214 Backgound Scale: 0.711441. ITERATION NUMBER 244. Current Log-Posterior: 231954 Step Size: -110095.8517 Smoothing Hyper-parameters: 0.050163 0.083395 0.088176 0.103471 0.092420 0.076036 0.114982 Expected Total MS Cnt: 28.4273 Backgound Scale: 0.713628. ITERATION NUMBER 245. Current Log-Posterior: 291400 Step Size: 59446.33358 Smoothing Hyper-parameters: 0.046527 0.099369 0.111450 0.048540 0.048818 0.076036 0.093032 Expected Total MS Cnt: 21.7974 Backgound Scale: 0.712744. ITERATION NUMBER 246. Current Log-Posterior: 305901 Step Size: 14501.2306 Smoothing Hyper-parameters: 0.071527 0.045834 0.056604 0.059284 0.077505 0.074485 0.076035 Expected Total MS Cnt: 19.1647 Backgound Scale: 0.71316. ITERATION NUMBER 247. Current Log-Posterior: 255058 Step Size: -50843.13077 Smoothing Hyper-parameters: 0.125346 0.111738 0.118025 0.104890 0.042729 0.096424 0.049433 Expected Total MS Cnt: 25.2507 Backgound Scale: 0.705525. ITERATION NUMBER 248. Current Log-Posterior: 137504 Step Size: -117553.972 Smoothing Hyper-parameters: 0.054020 0.116512 0.089926 0.078345 0.054379 0.070393 0.037432 Expected Total MS Cnt: 22.909 Backgound Scale: 0.71646. ITERATION NUMBER 249. Current Log-Posterior: 264822 Step Size: 127318.1106 Smoothing Hyper-parameters: 0.042267 0.035160 0.069371 0.049066 0.025157 0.056065 0.069870 Expected Total MS Cnt: 26.7418 Backgound Scale: 0.707422. ITERATION NUMBER 250. Current Log-Posterior: 393523 Step Size: 128700.7808 Smoothing Hyper-parameters: 0.112243 0.049587 0.091527 0.093786 0.077028 0.078868 0.082156 Expected Total MS Cnt: 15.8951 Backgound Scale: 0.726719. ITERATION NUMBER 251. Current Log-Posterior: 184898 Step Size: -208625.171 Smoothing Hyper-parameters: 0.052419 0.095991 0.059184 0.071175 0.071575 0.010825 0.043182 Expected Total MS Cnt: 21.4215 Backgound Scale: 0.722099. ITERATION NUMBER 252. Current Log-Posterior: 283075 Step Size: 98177.15149 Smoothing Hyper-parameters: 0.043873 0.066803 0.161994 0.115197 0.064819 0.071393 0.104567 Expected Total MS Cnt: 14.3543 Backgound Scale: 0.716164. ITERATION NUMBER 253. Current Log-Posterior: 333148 Step Size: 50072.64234 Smoothing Hyper-parameters: 0.053757 0.099285 0.031127 0.100696 0.074456 0.086674 0.020812 Expected Total MS Cnt: 11.8895 Backgound Scale: 0.721935. ITERATION NUMBER 254. Current Log-Posterior: 284867 Step Size: -48280.42541 Smoothing Hyper-parameters: 0.061812 0.016047 0.088938 0.123820 0.142876 0.173308 0.060950 Expected Total MS Cnt: 22.5681 Backgound Scale: 0.717824. ITERATION NUMBER 255. Current Log-Posterior: 397429 Step Size: 112561.9155 Smoothing Hyper-parameters: 0.083146 0.022584 0.017596 0.108787 0.091510 0.084616 0.038385 Expected Total MS Cnt: 9.13005 Backgound Scale: 0.716931. ITERATION NUMBER 256. Current Log-Posterior: 326171 Step Size: -71257.71626 Smoothing Hyper-parameters: 0.145810 0.041181 0.103250 0.057278 0.081100 0.092239 0.064757 Expected Total MS Cnt: 5.36844 Backgound Scale: 0.703737. ITERATION NUMBER 257. Current Log-Posterior: 172469 Step Size: -153701.9768 Smoothing Hyper-parameters: 0.038079 0.098178 0.048354 0.155494 0.074128 0.082332 0.058467 Expected Total MS Cnt: 11.8915 Backgound Scale: 0.714633. ITERATION NUMBER 258. Current Log-Posterior: 371183 Step Size: 198713.5387 Smoothing Hyper-parameters: 0.116388 0.075641 0.076135 0.115557 0.096230 0.072115 0.066605 Expected Total MS Cnt: 8.65517 Backgound Scale: 0.719226. ITERATION NUMBER 259. Current Log-Posterior: 160207 Step Size: -210976.0905 Smoothing Hyper-parameters: 0.061341 0.111858 0.058605 0.038912 0.053374 0.083069 0.098636 Expected Total MS Cnt: 16.9877 Backgound Scale: 0.724843. ITERATION NUMBER 260. Current Log-Posterior: 246755 Step Size: 86548.12237 Smoothing Hyper-parameters: 0.054515 0.105329 0.056396 0.083737 0.061796 0.099093 0.098636 Expected Total MS Cnt: 10.3447 Backgound Scale: 0.72243. ITERATION NUMBER 261. Current Log-Posterior: 271045 Step Size: 24290.28099 Smoothing Hyper-parameters: 0.050445 0.085873 0.136816 0.013569 0.052181 0.092249 0.057244 Expected Total MS Cnt: 12.3529 Backgound Scale: 0.717974. ITERATION NUMBER 262. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.086732 0.064351 0.066287 0.048492 0.064810 0.080041 0.230480 Expected Total MS Cnt: 10.3552 Backgound Scale: 0.722968. ITERATION NUMBER 263. Current Log-Posterior: 206742 Step Size: -inf Smoothing Hyper-parameters: 0.056486 0.126388 0.092592 0.069539 0.117015 0.069542 0.075779 Expected Total MS Cnt: 15.2438 Backgound Scale: 0.718081. ITERATION NUMBER 264. Current Log-Posterior: 251662 Step Size: 44919.88176 Smoothing Hyper-parameters: 0.010090 0.120470 0.094498 0.022934 0.085945 0.019838 0.058329 Expected Total MS Cnt: 8.98226 Backgound Scale: 0.712188. ITERATION NUMBER 265. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.061532 0.119804 0.014204 0.051673 0.120189 0.063724 0.066102 Expected Total MS Cnt: 11.9944 Backgound Scale: 0.720656. ITERATION NUMBER 266. Current Log-Posterior: 294701 Step Size: -inf Smoothing Hyper-parameters: 0.024193 0.068812 0.133441 0.048219 0.091627 0.027796 0.082482 Expected Total MS Cnt: 17.5361 Backgound Scale: 0.712694. ITERATION NUMBER 267. Current Log-Posterior: 561976 Step Size: 267275.3857 Smoothing Hyper-parameters: 0.046112 0.061471 0.069935 0.054047 0.073085 0.054553 0.151361 Expected Total MS Cnt: 17.6472 Backgound Scale: 0.708391. ITERATION NUMBER 268. Current Log-Posterior: 331511 Step Size: -230465.706 Smoothing Hyper-parameters: 0.098666 0.075288 0.095650 0.053022 0.082005 0.118990 0.076121 Expected Total MS Cnt: 20.9543 Backgound Scale: 0.711338. ITERATION NUMBER 269. Current Log-Posterior: 180119 Step Size: -151391.3544 Smoothing Hyper-parameters: 0.063641 0.030428 0.120841 0.133509 0.024388 0.080857 0.119063 Expected Total MS Cnt: 13.253 Backgound Scale: 0.720718. ITERATION NUMBER 270. Current Log-Posterior: 300732 Step Size: 120612.7317 Smoothing Hyper-parameters: 0.070257 0.048300 0.064379 0.069691 0.135886 0.060841 0.025131 Expected Total MS Cnt: 12.014 Backgound Scale: 0.70782. ITERATION NUMBER 271. Current Log-Posterior: 260514 Step Size: -40218.18178 Smoothing Hyper-parameters: 0.055590 0.088282 0.053227 0.054907 0.125224 0.120467 0.117770 Expected Total MS Cnt: 15.728 Backgound Scale: 0.715129. ITERATION NUMBER 272. Current Log-Posterior: 271579 Step Size: 11065.07177 Smoothing Hyper-parameters: 0.045109 0.074358 0.057545 0.070360 0.131100 0.137576 0.094110 Expected Total MS Cnt: 24.5691 Backgound Scale: 0.722047. ITERATION NUMBER 273. Current Log-Posterior: 328653 Step Size: 57074.09246 Smoothing Hyper-parameters: 0.021104 0.044083 0.115582 0.053420 0.111999 0.026032 0.080787 Expected Total MS Cnt: 18.1304 Backgound Scale: 0.716974. ITERATION NUMBER 274. Current Log-Posterior: 654608 Step Size: 325954.7085 Smoothing Hyper-parameters: 0.060754 0.136136 0.077139 0.084498 0.093446 0.085453 0.047406 Expected Total MS Cnt: 19.0854 Backgound Scale: 0.721397. ITERATION NUMBER 275. Current Log-Posterior: 237666 Step Size: -416941.5244 Smoothing Hyper-parameters: 0.090417 0.111191 0.144602 0.107592 0.042351 0.104860 0.153016 Expected Total MS Cnt: 14.6686 Backgound Scale: 0.702333. ITERATION NUMBER 276. Current Log-Posterior: 173579 Step Size: -64087.18876 Smoothing Hyper-parameters: 0.107817 0.080891 0.043715 0.042549 0.120718 0.075529 0.093519 Expected Total MS Cnt: 13.1137 Backgound Scale: 0.716065. ITERATION NUMBER 277. Current Log-Posterior: 176696 Step Size: 3116.801897 Smoothing Hyper-parameters: 0.108884 0.090686 0.074526 0.065052 0.088278 0.103726 0.022648 Expected Total MS Cnt: 14.8515 Backgound Scale: 0.720126. ITERATION NUMBER 278. Current Log-Posterior: 161153 Step Size: -15542.30236 Smoothing Hyper-parameters: 0.092431 0.113558 0.122534 0.046463 0.098530 0.040638 0.041934 Expected Total MS Cnt: 13.9745 Backgound Scale: 0.717035. ITERATION NUMBER 279. Current Log-Posterior: 172539 Step Size: 11385.85809 Smoothing Hyper-parameters: 0.103515 0.034614 0.086639 0.119444 0.133261 0.119600 0.152038 Expected Total MS Cnt: 19.5152 Backgound Scale: 0.711234. ITERATION NUMBER 280. Current Log-Posterior: 216960 Step Size: 44420.45804 Smoothing Hyper-parameters: 0.067524 0.116681 0.044490 0.047508 0.076548 0.048645 0.111218 Expected Total MS Cnt: 18.0825 Backgound Scale: 0.717301. ITERATION NUMBER 281. Current Log-Posterior: 234552 Step Size: 17591.93526 Smoothing Hyper-parameters: 0.052908 0.056415 0.155522 0.060883 0.055259 0.071372 0.098002 Expected Total MS Cnt: 19.9915 Backgound Scale: 0.711179. ITERATION NUMBER 282. Current Log-Posterior: 294484 Step Size: 59932.73716 Smoothing Hyper-parameters: 0.083369 0.009198 0.081325 0.113527 0.109051 0.086147 0.086021 Expected Total MS Cnt: 19.4889 Backgound Scale: 0.716626. ITERATION NUMBER 283. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.059915 0.027574 0.037053 0.108627 0.037293 0.092342 0.102076 Expected Total MS Cnt: 15.9619 Backgound Scale: 0.714241. ITERATION NUMBER 284. Current Log-Posterior: 334958 Step Size: -inf Smoothing Hyper-parameters: 0.053525 0.078784 0.089909 0.095467 0.054198 0.067193 0.104932 Expected Total MS Cnt: 11.4195 Backgound Scale: 0.71336. ITERATION NUMBER 285. Current Log-Posterior: 276683 Step Size: -58274.2183 Smoothing Hyper-parameters: 0.080789 0.037152 0.086248 0.101037 0.095631 0.088862 0.084600 Expected Total MS Cnt: 16.4291 Backgound Scale: 0.724056. ITERATION NUMBER 286. Current Log-Posterior: 247081 Step Size: -29602.09018 Smoothing Hyper-parameters: 0.068633 0.071634 0.091017 0.101037 0.041407 0.080747 0.063579 Expected Total MS Cnt: 18.8151 Backgound Scale: 0.703805. ITERATION NUMBER 287. Current Log-Posterior: 231085 Step Size: -15996.47037 Smoothing Hyper-parameters: 0.053992 0.135474 0.093572 0.169799 0.100878 0.033242 0.056853 Expected Total MS Cnt: 8.35331 Backgound Scale: 0.708331. ITERATION NUMBER 288. Current Log-Posterior: 261220 Step Size: 30134.71133 Smoothing Hyper-parameters: 0.121415 0.033716 0.013307 0.069009 0.070256 0.047818 0.082227 Expected Total MS Cnt: 4.58029 Backgound Scale: 0.710372. ITERATION NUMBER 289. Current Log-Posterior: 254129 Step Size: -7090.766444 Smoothing Hyper-parameters: 0.048835 0.062175 0.112392 0.029149 0.061550 0.060005 0.047347 Expected Total MS Cnt: 12.6525 Backgound Scale: 0.714661. ITERATION NUMBER 290. Current Log-Posterior: 316792 Step Size: 62662.82764 Smoothing Hyper-parameters: 0.089566 0.113243 0.055293 0.141097 0.080603 0.083284 0.043860 Expected Total MS Cnt: 10.2709 Backgound Scale: 0.712332. ITERATION NUMBER 291. Current Log-Posterior: 182023 Step Size: -134768.6853 Smoothing Hyper-parameters: 0.109719 0.161633 0.051529 0.023806 0.132828 0.168792 0.010304 Expected Total MS Cnt: 7.81538 Backgound Scale: 0.716238. ITERATION NUMBER 292. Current Log-Posterior: 156041 Step Size: -25981.5573 Smoothing Hyper-parameters: 0.027147 0.095882 0.068180 0.097115 0.160858 0.067919 0.076261 Expected Total MS Cnt: 7.49014 Backgound Scale: 0.71706. ITERATION NUMBER 293. Current Log-Posterior: 501775 Step Size: 345733.2212 Smoothing Hyper-parameters: 0.030267 0.067300 0.094627 0.076173 0.093937 0.065956 0.122339 Expected Total MS Cnt: 6.98476 Backgound Scale: 0.718446. ITERATION NUMBER 294. Current Log-Posterior: 458088 Step Size: -43686.70907 Smoothing Hyper-parameters: 0.027628 0.065066 0.101696 0.025608 0.126299 0.045519 0.088784 Expected Total MS Cnt: 14.9297 Backgound Scale: 0.714494. ITERATION NUMBER 295. Current Log-Posterior: 502170 Step Size: 44082.06446 Smoothing Hyper-parameters: 0.042791 0.086663 0.113801 0.087260 0.113296 0.114477 0.084510 Expected Total MS Cnt: 14.6468 Backgound Scale: 0.711333. ITERATION NUMBER 296. Current Log-Posterior: 332143 Step Size: -170026.984 Smoothing Hyper-parameters: 0.047187 0.078761 0.084158 0.084392 0.106014 0.098962 0.108738 Expected Total MS Cnt: 14.4929 Backgound Scale: 0.723969. ITERATION NUMBER 297. Current Log-Posterior: 313602 Step Size: -18540.67254 Smoothing Hyper-parameters: 0.072857 0.122066 0.097598 0.033553 0.083158 0.015760 0.025252 Expected Total MS Cnt: 10.8349 Backgound Scale: 0.716106. ITERATION NUMBER 298. Current Log-Posterior: 209337 Step Size: -104265.14 Smoothing Hyper-parameters: 0.042493 0.101382 0.126747 0.119055 0.047273 0.069662 0.061518 Expected Total MS Cnt: 14.796 Backgound Scale: 0.705734. ITERATION NUMBER 299. Current Log-Posterior: 329810 Step Size: 120472.4511 Smoothing Hyper-parameters: 0.072236 0.047901 0.043829 0.095248 0.101902 0.066135 0.066296 Expected Total MS Cnt: 13.6328 Backgound Scale: 0.728507. ITERATION NUMBER 300. Current Log-Posterior: 249877 Step Size: -79932.978 Smoothing Hyper-parameters: 0.103571 0.101009 0.051470 0.043892 0.106529 0.070038 0.088692 Expected Total MS Cnt: 14.7855 Backgound Scale: 0.720902. ITERATION NUMBER 301. Current Log-Posterior: 169843 Step Size: -80033.3093 Smoothing Hyper-parameters: 0.035060 0.053409 0.057593 0.124262 0.118814 0.077626 0.091589 Expected Total MS Cnt: 12.3335 Backgound Scale: 0.723877. ITERATION NUMBER 302. Current Log-Posterior: 421808 Step Size: 251964.1597 Smoothing Hyper-parameters: 0.083476 0.076226 0.038405 0.123298 0.089632 0.088919 0.077355 Expected Total MS Cnt: 13.8617 Backgound Scale: 0.724491. ITERATION NUMBER 303. Current Log-Posterior: 210403 Step Size: -211405.0017 Smoothing Hyper-parameters: 0.056849 0.111745 0.080800 0.096633 0.062998 0.064316 0.126174 Expected Total MS Cnt: 17.6973 Backgound Scale: 0.713713. ITERATION NUMBER 304. Current Log-Posterior: 256191 Step Size: 45788.89724 Smoothing Hyper-parameters: 0.045127 0.052304 0.011623 0.126175 0.084707 0.060499 0.034784 Expected Total MS Cnt: 9.25837 Backgound Scale: 0.713067. ITERATION NUMBER 305. Current Log-Posterior: 400910 Step Size: 144718.5331 Smoothing Hyper-parameters: 0.078463 0.057670 0.055456 0.061425 0.064309 0.104211 0.097751 Expected Total MS Cnt: 7.74608 Backgound Scale: 0.728698. ITERATION NUMBER 306. Current Log-Posterior: 230102 Step Size: -170807.6751 Smoothing Hyper-parameters: 0.026930 0.056529 0.040905 0.046555 0.048482 0.098676 0.079634 Expected Total MS Cnt: 10.7195 Backgound Scale: 0.71404. ITERATION NUMBER 307. Current Log-Posterior: 534459 Step Size: 304356.8989 Smoothing Hyper-parameters: 0.035808 0.102313 0.123026 0.150128 0.070586 0.066672 0.142991 Expected Total MS Cnt: 8.26181 Backgound Scale: 0.709888. ITERATION NUMBER 308. Current Log-Posterior: 376358 Step Size: -158100.8733 Smoothing Hyper-parameters: 0.041194 0.063593 0.106412 0.094816 0.139614 0.098591 0.166290 Expected Total MS Cnt: 10.9241 Backgound Scale: 0.716117. ITERATION NUMBER 309. Current Log-Posterior: 354993 Step Size: -21365.70223 Smoothing Hyper-parameters: 0.082364 0.070554 0.108844 0.118694 0.100073 0.069178 0.158612 Expected Total MS Cnt: 15.905 Backgound Scale: 0.723925. ITERATION NUMBER 310. Current Log-Posterior: 202556 Step Size: -152436.1166 Smoothing Hyper-parameters: 0.033263 0.078228 0.081520 0.041289 0.147882 0.066650 0.063325 Expected Total MS Cnt: 18.5978 Backgound Scale: 0.707941. ITERATION NUMBER 311. Current Log-Posterior: 419236 Step Size: 216679.6813 Smoothing Hyper-parameters: 0.042870 0.055279 0.075555 0.029915 0.157103 0.126840 0.072185 Expected Total MS Cnt: 16.1986 Backgound Scale: 0.73011. ITERATION NUMBER 312. Current Log-Posterior: 358211 Step Size: -61025.19239 Smoothing Hyper-parameters: 0.037600 0.076584 0.019234 0.038070 0.066147 0.096574 0.065293 Expected Total MS Cnt: 12.3767 Backgound Scale: 0.722872. ITERATION NUMBER 313. Current Log-Posterior: 412586 Step Size: 54374.71165 Smoothing Hyper-parameters: 0.030220 0.061161 0.113166 0.097595 0.017675 0.094032 0.109602 Expected Total MS Cnt: 14.3223 Backgound Scale: 0.724436. ITERATION NUMBER 314. Current Log-Posterior: 465139 Step Size: 52553.55281 Smoothing Hyper-parameters: 0.105181 0.048351 0.050826 0.065979 0.077412 0.024061 0.055405 Expected Total MS Cnt: 8.10837 Backgound Scale: 0.718571. ITERATION NUMBER 315. Current Log-Posterior: 200264 Step Size: -264874.7512 Smoothing Hyper-parameters: 0.118701 0.119009 0.064790 0.081121 0.089181 0.062513 0.056556 Expected Total MS Cnt: 14.6165 Backgound Scale: 0.719507. ITERATION NUMBER 316. Current Log-Posterior: 145351 Step Size: -54913.82261 Smoothing Hyper-parameters: 0.087997 0.090768 0.071260 0.047859 0.105427 0.056286 0.097018 Expected Total MS Cnt: 19.0328 Backgound Scale: 0.707652. ITERATION NUMBER 317. Current Log-Posterior: 191761 Step Size: 46410.2097 Smoothing Hyper-parameters: 0.064280 0.074317 0.047641 0.057547 0.143030 0.090316 0.079176 Expected Total MS Cnt: 21.5421 Backgound Scale: 0.722766. ITERATION NUMBER 318. Current Log-Posterior: 254921 Step Size: 63159.69364 Smoothing Hyper-parameters: 0.080297 0.115572 0.116766 0.054055 0.088645 0.108536 0.054297 Expected Total MS Cnt: 20.9721 Backgound Scale: 0.718398. ITERATION NUMBER 319. Current Log-Posterior: 190982 Step Size: -63938.1913 Smoothing Hyper-parameters: 0.095675 0.078488 0.078400 0.099094 0.102747 0.046047 0.149650 Expected Total MS Cnt: 25.2858 Backgound Scale: 0.717566. ITERATION NUMBER 320. Current Log-Posterior: 179105 Step Size: -11877.55385 Smoothing Hyper-parameters: 0.088498 0.057631 0.021298 0.035989 0.131985 0.090766 0.131536 Expected Total MS Cnt: 22.8729 Backgound Scale: 0.715997. ITERATION NUMBER 321. Current Log-Posterior: 229606 Step Size: 50501.00948 Smoothing Hyper-parameters: 0.088876 0.075967 0.057669 0.074237 0.150373 0.071468 0.013761 Expected Total MS Cnt: 29.7744 Backgound Scale: 0.712508. ITERATION NUMBER 322. Current Log-Posterior: 196653 Step Size: -32952.38108 Smoothing Hyper-parameters: 0.044484 0.114593 0.076519 0.083296 0.043038 0.144757 0.074017 Expected Total MS Cnt: 19.8765 Backgound Scale: 0.709097. ITERATION NUMBER 323. Current Log-Posterior: 317012 Step Size: 120358.1909 Smoothing Hyper-parameters: 0.052955 0.069181 0.098148 0.035343 0.107579 0.076967 0.094368 Expected Total MS Cnt: 22.3267 Backgound Scale: 0.722578. ITERATION NUMBER 324. Current Log-Posterior: 290524 Step Size: -26487.79858 Smoothing Hyper-parameters: 0.039059 0.099875 0.140805 0.117173 0.090507 0.133365 0.046406 Expected Total MS Cnt: 31.767 Backgound Scale: 0.716422. ITERATION NUMBER 325. Current Log-Posterior: 352156 Step Size: 61631.73991 Smoothing Hyper-parameters: 0.050392 0.054501 0.156835 0.051114 0.084953 0.086222 0.084233 Expected Total MS Cnt: 34.5751 Backgound Scale: 0.717623. ITERATION NUMBER 326. Current Log-Posterior: 311394 Step Size: -40761.74979 Smoothing Hyper-parameters: 0.120968 0.089592 0.101967 0.156036 0.070991 0.106059 0.117369 Expected Total MS Cnt: 18.813 Backgound Scale: 0.713462. ITERATION NUMBER 327. Current Log-Posterior: 147472 Step Size: -163921.5556 Smoothing Hyper-parameters: 0.068796 0.135561 0.013560 0.048734 0.119244 0.003009 0.131093 Expected Total MS Cnt: 26.844 Backgound Scale: 0.716621. ITERATION NUMBER 328. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.070109 0.131784 0.114199 0.090031 0.075604 0.087013 0.150991 Expected Total MS Cnt: 15.5299 Backgound Scale: 0.72411. ITERATION NUMBER 329. Current Log-Posterior: 207593 Step Size: -inf Smoothing Hyper-parameters: 0.051969 0.125675 0.171371 0.137882 0.077503 0.043713 0.058583 Expected Total MS Cnt: 24.5042 Backgound Scale: 0.717554. ITERATION NUMBER 330. Current Log-Posterior: 268031 Step Size: 60437.89525 Smoothing Hyper-parameters: 0.106700 0.068365 0.084198 0.075451 0.054903 0.023293 0.053289 Expected Total MS Cnt: 22.7767 Backgound Scale: 0.709633. ITERATION NUMBER 331. Current Log-Posterior: 172398 Step Size: -95632.6975 Smoothing Hyper-parameters: 0.049728 0.095771 0.132358 0.098508 0.088499 0.120405 0.100945 Expected Total MS Cnt: 27.7145 Backgound Scale: 0.715418. ITERATION NUMBER 332. Current Log-Posterior: 286411 Step Size: 114012.6653 Smoothing Hyper-parameters: 0.102995 0.108593 0.103650 0.092092 0.137666 0.091912 0.053229 Expected Total MS Cnt: 16.4647 Backgound Scale: 0.705125. ITERATION NUMBER 333. Current Log-Posterior: 158125 Step Size: -128285.3082 Smoothing Hyper-parameters: 0.126348 0.042303 0.106297 0.092417 0.071801 0.086328 0.064666 Expected Total MS Cnt: 22.9577 Backgound Scale: 0.711791. ITERATION NUMBER 334. Current Log-Posterior: 181313 Step Size: 23187.96879 Smoothing Hyper-parameters: 0.059836 0.079516 0.101283 0.081021 0.191842 0.054245 0.084484 Expected Total MS Cnt: 18.1314 Backgound Scale: 0.708578. ITERATION NUMBER 335. Current Log-Posterior: 253454 Step Size: 72140.63701 Smoothing Hyper-parameters: 0.107799 0.029140 0.044207 0.151050 0.055910 0.083149 0.099053 Expected Total MS Cnt: 27.9714 Backgound Scale: 0.71085. ITERATION NUMBER 336. Current Log-Posterior: 239641 Step Size: -13813.05184 Smoothing Hyper-parameters: 0.026470 0.083425 0.110577 0.085270 0.072147 0.067082 0.031467 Expected Total MS Cnt: 27.8749 Backgound Scale: 0.711053. ITERATION NUMBER 337. Current Log-Posterior: 515267 Step Size: 275625.7505 Smoothing Hyper-parameters: 0.053913 0.069806 0.059785 0.154096 0.084472 0.021201 0.034790 Expected Total MS Cnt: 23.3583 Backgound Scale: 0.710901. ITERATION NUMBER 338. Current Log-Posterior: 290550 Step Size: -224717.0797 Smoothing Hyper-parameters: 0.029290 0.074098 0.054781 0.122336 0.097189 0.036936 0.165804 Expected Total MS Cnt: 30.3387 Backgound Scale: 0.729099. ITERATION NUMBER 339. Current Log-Posterior: 473211 Step Size: 182661.1629 Smoothing Hyper-parameters: 0.050948 0.106019 0.079558 0.133521 0.117174 0.034874 0.039882 Expected Total MS Cnt: 28.36 Backgound Scale: 0.714521. ITERATION NUMBER 340. Current Log-Posterior: 280294 Step Size: -192917.2279 Smoothing Hyper-parameters: 0.084301 0.059725 0.124478 0.065338 0.113060 0.117993 0.086676 Expected Total MS Cnt: 27.5656 Backgound Scale: 0.716534. ITERATION NUMBER 341. Current Log-Posterior: 207746 Step Size: -72547.7464 Smoothing Hyper-parameters: 0.006718 0.035156 0.115608 0.105398 0.135261 0.087145 0.123528 Expected Total MS Cnt: 35.6118 Backgound Scale: 0.708008. ITERATION NUMBER 342. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.055687 0.049888 0.045650 0.120130 0.075987 0.165038 0.137359 Expected Total MS Cnt: 31.2505 Backgound Scale: 0.712273. ITERATION NUMBER 343. Current Log-Posterior: 299440 Step Size: -inf Smoothing Hyper-parameters: 0.078010 0.075234 0.081754 0.057335 0.072683 0.060995 0.152403 Expected Total MS Cnt: 24.0974 Backgound Scale: 0.726501. ITERATION NUMBER 344. Current Log-Posterior: 212848 Step Size: -86592.24192 Smoothing Hyper-parameters: 0.076102 0.046843 0.111671 0.085407 0.074221 0.083390 0.117191 Expected Total MS Cnt: 33.3979 Backgound Scale: 0.714811. ITERATION NUMBER 345. Current Log-Posterior: 236666 Step Size: 23818.52297 Smoothing Hyper-parameters: 0.046927 0.102774 0.083932 0.104333 0.113855 0.058862 0.107724 Expected Total MS Cnt: 22.7055 Backgound Scale: 0.723223. ITERATION NUMBER 346. Current Log-Posterior: 303076 Step Size: 66410.16104 Smoothing Hyper-parameters: 0.054348 0.144966 0.063039 0.086098 0.129046 0.022005 0.073148 Expected Total MS Cnt: 29.1831 Backgound Scale: 0.721617. ITERATION NUMBER 347. Current Log-Posterior: 260830 Step Size: -42246.60076 Smoothing Hyper-parameters: 0.053077 0.136450 0.031909 0.049644 0.064151 0.043644 0.064446 Expected Total MS Cnt: 33.773 Backgound Scale: 0.723829. ITERATION NUMBER 348. Current Log-Posterior: 280908 Step Size: 20078.14369 Smoothing Hyper-parameters: 0.034393 0.094665 0.145075 0.088505 0.138646 0.088503 0.083484 Expected Total MS Cnt: 29.1306 Backgound Scale: 0.72389. ITERATION NUMBER 349. Current Log-Posterior: 399313 Step Size: 118405.2842 Smoothing Hyper-parameters: 0.057548 0.065681 0.145629 0.126914 0.127763 0.048584 0.096863 Expected Total MS Cnt: 44.8846 Backgound Scale: 0.712461. ITERATION NUMBER 350. Current Log-Posterior: 264042 Step Size: -135271.4103 Smoothing Hyper-parameters: 0.052978 0.055380 0.059341 0.076494 0.038616 0.108551 0.106295 Expected Total MS Cnt: 38.8004 Backgound Scale: 0.728719. ITERATION NUMBER 351. Current Log-Posterior: 302820 Step Size: 38778.10686 Smoothing Hyper-parameters: 0.098255 0.060131 0.114704 0.079574 0.110585 0.124892 0.166501 Expected Total MS Cnt: 30.3715 Backgound Scale: 0.723623. ITERATION NUMBER 352. Current Log-Posterior: 187072 Step Size: -115747.8195 Smoothing Hyper-parameters: 0.067515 0.086065 0.130604 0.118837 0.123854 0.090658 0.086342 Expected Total MS Cnt: 29.7456 Backgound Scale: 0.719333. ITERATION NUMBER 353. Current Log-Posterior: 225823 Step Size: 38751.25938 Smoothing Hyper-parameters: 0.089648 0.101592 0.104540 0.151274 0.112605 0.089850 0.102351 Expected Total MS Cnt: 39.0181 Backgound Scale: 0.729184. ITERATION NUMBER 354. Current Log-Posterior: 178319 Step Size: -47504.08321 Smoothing Hyper-parameters: 0.027656 0.083204 0.101153 0.163852 0.071687 0.078886 0.026230 Expected Total MS Cnt: 41.3713 Backgound Scale: 0.722458. ITERATION NUMBER 355. Current Log-Posterior: 489696 Step Size: 311377.1054 Smoothing Hyper-parameters: 0.036371 0.115599 0.034424 0.091607 0.022606 0.023888 0.143284 Expected Total MS Cnt: 34.7591 Backgound Scale: 0.709954. ITERATION NUMBER 356. Current Log-Posterior: 392425 Step Size: -97270.99617 Smoothing Hyper-parameters: 0.158544 0.104740 0.031290 0.082279 0.064989 0.023468 0.118453 Expected Total MS Cnt: 33.1638 Backgound Scale: 0.713267. ITERATION NUMBER 357. Current Log-Posterior: 138334 Step Size: -254091.5942 Smoothing Hyper-parameters: 0.062866 0.097583 0.061695 0.112715 0.068994 0.099574 0.061650 Expected Total MS Cnt: 26.3079 Backgound Scale: 0.718073. ITERATION NUMBER 358. Current Log-Posterior: 244805 Step Size: 106471.0151 Smoothing Hyper-parameters: 0.082584 0.154441 0.067278 0.068260 0.107160 0.128556 0.121738 Expected Total MS Cnt: 33.7523 Backgound Scale: 0.706627. ITERATION NUMBER 359. Current Log-Posterior: 185584 Step Size: -59220.56345 Smoothing Hyper-parameters: 0.038815 0.136652 0.149074 0.035173 0.053551 0.100478 0.126613 Expected Total MS Cnt: 37.1607 Backgound Scale: 0.705582. ITERATION NUMBER 360. Current Log-Posterior: 348058 Step Size: 162473.9668 Smoothing Hyper-parameters: 0.031915 0.076266 0.106078 0.099568 0.126198 0.071683 0.037043 Expected Total MS Cnt: 13.8913 Backgound Scale: 0.71746. ITERATION NUMBER 361. Current Log-Posterior: 430340 Step Size: 82282.33254 Smoothing Hyper-parameters: 0.056757 0.046668 0.059375 0.108856 0.122750 0.091008 0.098151 Expected Total MS Cnt: 24.5067 Backgound Scale: 0.718216. ITERATION NUMBER 362. Current Log-Posterior: 293704 Step Size: -136635.9598 Smoothing Hyper-parameters: 0.119245 0.108638 0.092729 0.109128 0.082277 0.052976 0.119626 Expected Total MS Cnt: 21.6536 Backgound Scale: 0.705675. ITERATION NUMBER 363. Current Log-Posterior: 143683 Step Size: -150021.2294 Smoothing Hyper-parameters: 0.132411 0.065302 0.036140 0.119221 0.087316 0.024931 0.043315 Expected Total MS Cnt: 30.7577 Backgound Scale: 0.716316. ITERATION NUMBER 364. Current Log-Posterior: 168777 Step Size: 25093.99644 Smoothing Hyper-parameters: 0.096305 0.085427 0.028553 0.062944 0.099408 0.057323 0.063133 Expected Total MS Cnt: 31.4668 Backgound Scale: 0.719382. ITERATION NUMBER 365. Current Log-Posterior: 195913 Step Size: 27136.1999 Smoothing Hyper-parameters: 0.083122 0.053524 0.114479 0.055217 0.104633 0.124767 0.094287 Expected Total MS Cnt: 28.1667 Backgound Scale: 0.717427. ITERATION NUMBER 366. Current Log-Posterior: 214478 Step Size: 18564.51466 Smoothing Hyper-parameters: 0.151914 0.035156 0.083618 0.112214 0.015854 0.072042 0.035719 Expected Total MS Cnt: 23.5128 Backgound Scale: 0.722997. ITERATION NUMBER 367. Current Log-Posterior: 187425 Step Size: -27052.86842 Smoothing Hyper-parameters: 0.076002 0.043410 0.101181 0.074945 0.078621 0.057984 0.058286 Expected Total MS Cnt: 24.4342 Backgound Scale: 0.722001. ITERATION NUMBER 368. Current Log-Posterior: 240831 Step Size: 53406.16478 Smoothing Hyper-parameters: 0.070885 0.107672 0.104239 0.146816 0.121365 0.116108 0.094437 Expected Total MS Cnt: 21.368 Backgound Scale: 0.718494. ITERATION NUMBER 369. Current Log-Posterior: 212926 Step Size: -27904.85318 Smoothing Hyper-parameters: 0.074616 0.046342 0.063254 0.083754 0.127939 0.064141 0.078589 Expected Total MS Cnt: 24.7353 Backgound Scale: 0.723238. ITERATION NUMBER 370. Current Log-Posterior: 246148 Step Size: 33221.83143 Smoothing Hyper-parameters: 0.074616 0.123874 0.087824 0.140861 0.107482 0.081450 0.072913 Expected Total MS Cnt: 12.3888 Backgound Scale: 0.71765. ITERATION NUMBER 371. Current Log-Posterior: 203508 Step Size: -42639.79102 Smoothing Hyper-parameters: 0.039646 0.046532 0.102843 0.045915 0.144438 0.037781 0.008989 Expected Total MS Cnt: 5.6367 Backgound Scale: 0.714609. ITERATION NUMBER 372. Current Log-Posterior: 389040 Step Size: 185531.7187 Smoothing Hyper-parameters: 0.086914 0.047604 0.080359 0.062768 0.087848 0.045577 0.021947 Expected Total MS Cnt: 6.34271 Backgound Scale: 0.720028. ITERATION NUMBER 373. Current Log-Posterior: 221478 Step Size: -167562.2976 Smoothing Hyper-parameters: 0.043342 0.060805 0.041232 0.133502 0.145019 0.104215 0.059647 Expected Total MS Cnt: 12.9126 Backgound Scale: 0.718166. ITERATION NUMBER 374. Current Log-Posterior: 354232 Step Size: 132753.9276 Smoothing Hyper-parameters: 0.086073 0.065793 0.069057 0.129832 0.145762 0.041103 0.096719 Expected Total MS Cnt: 20.1765 Backgound Scale: 0.714802. ITERATION NUMBER 375. Current Log-Posterior: 203330 Step Size: -150901.2838 Smoothing Hyper-parameters: 0.080672 0.042892 0.036656 0.032281 0.125923 0.107772 0.088135 Expected Total MS Cnt: 10.1909 Backgound Scale: 0.719599. ITERATION NUMBER 376. Current Log-Posterior: 249292 Step Size: 45961.14015 Smoothing Hyper-parameters: 0.061113 0.051476 0.087606 0.053988 0.038817 0.042699 0.057434 Expected Total MS Cnt: 9.01315 Backgound Scale: 0.715203. ITERATION NUMBER 377. Current Log-Posterior: 272570 Step Size: 23278.08781 Smoothing Hyper-parameters: 0.035127 0.057779 0.118905 0.036979 0.060291 0.074484 0.099691 Expected Total MS Cnt: 7.73226 Backgound Scale: 0.719234. ITERATION NUMBER 378. Current Log-Posterior: 415505 Step Size: 142935.4362 Smoothing Hyper-parameters: 0.043632 0.068999 0.040553 0.151240 0.061484 0.086537 0.066642 Expected Total MS Cnt: 12.0008 Backgound Scale: 0.702708. ITERATION NUMBER 379. Current Log-Posterior: 351704 Step Size: -63801.17593 Smoothing Hyper-parameters: 0.107544 0.109810 0.120021 0.095472 0.077058 0.083223 0.088658 Expected Total MS Cnt: 10.8627 Backgound Scale: 0.709554. ITERATION NUMBER 380. Current Log-Posterior: 154031 Step Size: -197673.3649 Smoothing Hyper-parameters: 0.073687 0.078213 0.089477 0.049828 0.030755 0.138300 0.048801 Expected Total MS Cnt: 21.3559 Backgound Scale: 0.723449. ITERATION NUMBER 381. Current Log-Posterior: 218785 Step Size: 64754.62259 Smoothing Hyper-parameters: 0.055189 0.092870 0.041738 0.041848 0.077995 0.122353 0.097704 Expected Total MS Cnt: 14.5982 Backgound Scale: 0.720304. ITERATION NUMBER 382. Current Log-Posterior: 276837 Step Size: 58051.87432 Smoothing Hyper-parameters: 0.060305 0.083350 0.060590 0.134650 0.037940 0.075085 0.155046 Expected Total MS Cnt: 13.4325 Backgound Scale: 0.716784. ITERATION NUMBER 383. Current Log-Posterior: 254274 Step Size: -22563.37523 Smoothing Hyper-parameters: 0.099634 0.045586 0.009911 0.088297 0.068342 0.070710 0.120280 Expected Total MS Cnt: 10.5377 Backgound Scale: 0.713652. ITERATION NUMBER 384. Current Log-Posterior: 271544 Step Size: 17270.18266 Smoothing Hyper-parameters: 0.051924 0.059070 0.054564 0.076382 0.067056 0.070363 0.112444 Expected Total MS Cnt: 8.40512 Backgound Scale: 0.710844. ITERATION NUMBER 385. Current Log-Posterior: 304892 Step Size: 33347.86813 Smoothing Hyper-parameters: 0.122502 0.074411 0.070184 0.117266 0.062232 0.089723 0.095149 Expected Total MS Cnt: 15.417 Backgound Scale: 0.719676. ITERATION NUMBER 386. Current Log-Posterior: 156781 Step Size: -148111.0019 Smoothing Hyper-parameters: 0.067879 0.025174 0.044294 0.015669 0.054189 0.095473 0.081533 Expected Total MS Cnt: 11.4218 Backgound Scale: 0.715243. ITERATION NUMBER 387. Current Log-Posterior: 336456 Step Size: 179675.7465 Smoothing Hyper-parameters: 0.080165 0.106815 0.091144 0.122149 0.019817 0.118455 0.090993 Expected Total MS Cnt: 10.2398 Backgound Scale: 0.714781. ITERATION NUMBER 388. Current Log-Posterior: 196119 Step Size: -140337.0294 Smoothing Hyper-parameters: 0.038376 0.023871 0.075685 0.125922 0.020419 0.055798 0.073774 Expected Total MS Cnt: 6.59512 Backgound Scale: 0.719063. ITERATION NUMBER 389. Current Log-Posterior: 460746 Step Size: 264626.1902 Smoothing Hyper-parameters: 0.098268 0.056337 0.064761 0.079018 0.048157 0.057762 0.151343 Expected Total MS Cnt: 5.9786 Backgound Scale: 0.719217. ITERATION NUMBER 390. Current Log-Posterior: 195004 Step Size: -265741.2978 Smoothing Hyper-parameters: 0.035688 0.100345 0.050745 0.117963 0.078895 0.075410 0.055785 Expected Total MS Cnt: 14.1651 Backgound Scale: 0.707848. ITERATION NUMBER 391. Current Log-Posterior: 391672 Step Size: 196668.0085 Smoothing Hyper-parameters: 0.083487 0.014293 0.027129 0.095029 0.099534 0.077781 0.073781 Expected Total MS Cnt: 15.445 Backgound Scale: 0.710209. ITERATION NUMBER 392. Current Log-Posterior: 397991 Step Size: 6318.929587 Smoothing Hyper-parameters: 0.118715 0.040705 0.074735 0.018122 0.035665 0.065996 0.101681 Expected Total MS Cnt: 18.8788 Backgound Scale: 0.716847. ITERATION NUMBER 393. Current Log-Posterior: 200681 Step Size: -197309.8411 Smoothing Hyper-parameters: 0.124157 0.087167 0.077160 0.081243 0.099678 0.070799 0.048361 Expected Total MS Cnt: 14.4258 Backgound Scale: 0.723622. ITERATION NUMBER 394. Current Log-Posterior: 148304 Step Size: -52377.46452 Smoothing Hyper-parameters: 0.119442 0.068943 0.147268 0.054000 0.082799 0.062764 0.049862 Expected Total MS Cnt: 14.7922 Backgound Scale: 0.716915. ITERATION NUMBER 395. Current Log-Posterior: 157239 Step Size: 8934.650474 Smoothing Hyper-parameters: 0.087319 0.130952 0.097047 0.055332 0.085806 0.052886 0.144151 Expected Total MS Cnt: 18.5644 Backgound Scale: 0.700611. ITERATION NUMBER 396. Current Log-Posterior: 177861 Step Size: 20622.04592 Smoothing Hyper-parameters: 0.070061 0.054478 0.104569 0.123687 0.034262 0.094509 0.097378 Expected Total MS Cnt: 16.2561 Backgound Scale: 0.728422. ITERATION NUMBER 397. Current Log-Posterior: 242324 Step Size: 64463.05153 Smoothing Hyper-parameters: 0.059609 0.068913 0.129914 0.147464 0.125886 0.098170 0.100816 Expected Total MS Cnt: 19.4687 Backgound Scale: 0.718367. ITERATION NUMBER 398. Current Log-Posterior: 254547 Step Size: 12223.50307 Smoothing Hyper-parameters: 0.139478 0.040392 0.016515 0.119768 0.067844 0.048828 0.121481 Expected Total MS Cnt: 11.8117 Backgound Scale: 0.722086. ITERATION NUMBER 399. Current Log-Posterior: 220882 Step Size: -33664.90177 Smoothing Hyper-parameters: 0.121685 0.059188 0.058348 0.037359 0.149128 0.128906 0.089465 Expected Total MS Cnt: 11.237 Backgound Scale: 0.71853. ITERATION NUMBER 400. Current Log-Posterior: 172340 Step Size: -48542.34098 Smoothing Hyper-parameters: 0.075752 0.123618 0.068982 0.105040 0.069953 0.069536 0.045691 Expected Total MS Cnt: 12.7234 Backgound Scale: 0.719831. ITERATION NUMBER 401. Current Log-Posterior: 200914 Step Size: 28574.00033 Smoothing Hyper-parameters: 0.111556 0.029663 0.104033 0.027592 0.099400 0.087425 0.038600 Expected Total MS Cnt: 9.60757 Backgound Scale: 0.717186. ITERATION NUMBER 402. Current Log-Posterior: 228009 Step Size: 27094.50758 Smoothing Hyper-parameters: 0.094718 0.145348 0.054356 0.054448 0.102643 0.015452 0.048899 Expected Total MS Cnt: 20.9113 Backgound Scale: 0.72517. ITERATION NUMBER 403. Current Log-Posterior: 172494 Step Size: -55514.31589 Smoothing Hyper-parameters: 0.119413 0.091817 0.151436 0.133589 0.031946 0.059563 0.044145 Expected Total MS Cnt: 15.2747 Backgound Scale: 0.719522. ITERATION NUMBER 404. Current Log-Posterior: 147263 Step Size: -25231.61391 Smoothing Hyper-parameters: 0.082493 0.126404 0.023607 0.114742 0.065404 0.072392 0.061403 Expected Total MS Cnt: 22.5673 Backgound Scale: 0.711984. ITERATION NUMBER 405. Current Log-Posterior: 209270 Step Size: 62007.79085 Smoothing Hyper-parameters: 0.043761 0.036696 0.087567 0.130966 0.063496 0.061070 0.043925 Expected Total MS Cnt: 22.4898 Backgound Scale: 0.721279. ITERATION NUMBER 406. Current Log-Posterior: 369535 Step Size: 160264.4824 Smoothing Hyper-parameters: 0.062853 0.071008 0.102795 0.105016 0.151946 0.093729 0.081620 Expected Total MS Cnt: 25.2407 Backgound Scale: 0.717954. ITERATION NUMBER 407. Current Log-Posterior: 245214 Step Size: -124320.4542 Smoothing Hyper-parameters: 0.075040 0.055959 0.128209 0.035376 0.106120 0.053884 0.111804 Expected Total MS Cnt: 26.8332 Backgound Scale: 0.708217. ITERATION NUMBER 408. Current Log-Posterior: 232257 Step Size: -12957.04858 Smoothing Hyper-parameters: 0.091560 0.057083 0.066316 0.069404 0.028855 0.090696 0.076045 Expected Total MS Cnt: 24.6534 Backgound Scale: 0.709917. ITERATION NUMBER 409. Current Log-Posterior: 205172 Step Size: -27085.27408 Smoothing Hyper-parameters: 0.091560 0.085343 0.038844 0.038002 0.096262 0.123876 0.029719 Expected Total MS Cnt: 30.4088 Backgound Scale: 0.708017. ITERATION NUMBER 410. Current Log-Posterior: 194954 Step Size: -10218.44384 Smoothing Hyper-parameters: 0.144076 0.073485 0.104924 0.198262 0.092527 0.021160 0.098130 Expected Total MS Cnt: 25.2403 Backgound Scale: 0.725172. ITERATION NUMBER 411. Current Log-Posterior: 140019 Step Size: -54934.41541 Smoothing Hyper-parameters: 0.084058 0.083260 0.121665 0.065615 0.069308 0.069438 0.127033 Expected Total MS Cnt: 34.292 Backgound Scale: 0.7123. ITERATION NUMBER 412. Current Log-Posterior: 193229 Step Size: 53210.1706 Smoothing Hyper-parameters: 0.066191 0.087459 0.099351 0.114345 0.095985 0.068548 0.042179 Expected Total MS Cnt: 35.8344 Backgound Scale: 0.710106. ITERATION NUMBER 413. Current Log-Posterior: 230504 Step Size: 37274.44636 Smoothing Hyper-parameters: 0.030600 0.058098 0.123251 0.066814 0.032677 0.038719 0.067455 Expected Total MS Cnt: 22.0411 Backgound Scale: 0.719716. ITERATION NUMBER 414. Current Log-Posterior: 462169 Step Size: 231664.9633 Smoothing Hyper-parameters: 0.090186 0.067839 0.056521 0.093581 0.091676 0.076188 0.058218 Expected Total MS Cnt: 11.4315 Backgound Scale: 0.712533. ITERATION NUMBER 415. Current Log-Posterior: 199390 Step Size: -262778.7026 Smoothing Hyper-parameters: 0.040746 0.029241 0.052316 0.096970 0.122715 0.098359 0.047414 Expected Total MS Cnt: 14.7544 Backgound Scale: 0.711872. ITERATION NUMBER 416. Current Log-Posterior: 424214 Step Size: 224823.4138 Smoothing Hyper-parameters: 0.087218 0.089395 0.064790 0.097062 0.077505 0.010694 0.102820 Expected Total MS Cnt: 17.4768 Backgound Scale: 0.711064. ITERATION NUMBER 417. Current Log-Posterior: 192686 Step Size: -231527.7046 Smoothing Hyper-parameters: 0.035206 0.056440 0.083477 0.123010 0.053316 0.067420 0.039298 Expected Total MS Cnt: 12.1513 Backgound Scale: 0.729382. ITERATION NUMBER 418. Current Log-Posterior: 413015 Step Size: 220328.7588 Smoothing Hyper-parameters: 0.136048 0.033988 0.047262 0.089971 0.078670 0.132729 0.093456 Expected Total MS Cnt: 20.2572 Backgound Scale: 0.715599. ITERATION NUMBER 419. Current Log-Posterior: 202318 Step Size: -210697.0358 Smoothing Hyper-parameters: 0.082733 0.115665 0.112449 0.079650 0.128684 0.039422 0.067584 Expected Total MS Cnt: 15.6946 Backgound Scale: 0.720982. ITERATION NUMBER 420. Current Log-Posterior: 185626 Step Size: -16691.19629 Smoothing Hyper-parameters: 0.019348 0.148961 0.123307 0.115732 0.066461 0.091575 0.097863 Expected Total MS Cnt: 16.575 Backgound Scale: 0.715393. ITERATION NUMBER 421. Current Log-Posterior: 658620 Step Size: 472993.6147 Smoothing Hyper-parameters: 0.046531 0.085186 0.068053 0.086692 0.076842 0.053353 0.052611 Expected Total MS Cnt: 16.0621 Backgound Scale: 0.719642. ITERATION NUMBER 422. Current Log-Posterior: 313385 Step Size: -345235.4393 Smoothing Hyper-parameters: 0.014374 0.106071 0.081924 0.127059 0.023298 0.038483 0.027269 Expected Total MS Cnt: 20.7347 Backgound Scale: 0.713941. ITERATION NUMBER 423. Current Log-Posterior: 884503 Step Size: 571118.1395 Smoothing Hyper-parameters: 0.052731 0.033529 0.176751 0.025912 0.046226 0.085653 0.076044 Expected Total MS Cnt: 23.7241 Backgound Scale: 0.723112. ITERATION NUMBER 424. Current Log-Posterior: 338152 Step Size: -546350.9421 Smoothing Hyper-parameters: 0.050217 0.075606 0.125185 0.086870 0.032557 0.099317 0.086502 Expected Total MS Cnt: 15.2049 Backgound Scale: 0.710626. ITERATION NUMBER 425. Current Log-Posterior: 292333 Step Size: -45818.59615 Smoothing Hyper-parameters: 0.039966 0.130235 0.123534 0.097733 0.031208 0.042423 0.065936 Expected Total MS Cnt: 14.5719 Backgound Scale: 0.705488. ITERATION NUMBER 426. Current Log-Posterior: 337402 Step Size: 45069.3059 Smoothing Hyper-parameters: 0.071275 0.124253 0.091962 0.033583 0.028983 0.090368 0.094244 Expected Total MS Cnt: 24.1637 Backgound Scale: 0.71525. ITERATION NUMBER 427. Current Log-Posterior: 215616 Step Size: -121786.5924 Smoothing Hyper-parameters: 0.081518 0.053942 0.056364 0.058666 0.056399 0.072570 0.057334 Expected Total MS Cnt: 17.2769 Backgound Scale: 0.712505. ITERATION NUMBER 428. Current Log-Posterior: 223004 Step Size: 7388.217194 Smoothing Hyper-parameters: 0.029100 0.095689 0.061629 0.128042 0.045143 0.078263 0.083331 Expected Total MS Cnt: 13.7808 Backgound Scale: 0.713462. ITERATION NUMBER 429. Current Log-Posterior: 462108 Step Size: 239104.0609 Smoothing Hyper-parameters: 0.093659 0.059026 0.120059 0.050798 0.066917 0.043485 0.053465 Expected Total MS Cnt: 19.2862 Backgound Scale: 0.720783. ITERATION NUMBER 430. Current Log-Posterior: 193618 Step Size: -268489.702 Smoothing Hyper-parameters: 0.060026 0.076490 0.092172 0.058317 0.160179 0.044218 0.074742 Expected Total MS Cnt: 11.5479 Backgound Scale: 0.707838. ITERATION NUMBER 431. Current Log-Posterior: 255805 Step Size: 62186.33633 Smoothing Hyper-parameters: 0.033288 0.157115 0.079767 0.076673 0.114993 0.075658 0.060187 Expected Total MS Cnt: 14.0494 Backgound Scale: 0.723026. ITERATION NUMBER 432. Current Log-Posterior: 394828 Step Size: 139023.0774 Smoothing Hyper-parameters: 0.117210 0.022138 0.116228 0.099279 0.094724 0.031174 0.098707 Expected Total MS Cnt: 10.5594 Backgound Scale: 0.724864. ITERATION NUMBER 433. Current Log-Posterior: 253321 Step Size: -141506.6386 Smoothing Hyper-parameters: 0.122436 0.103959 0.080702 0.044338 0.049043 0.116516 0.060091 Expected Total MS Cnt: 8.86385 Backgound Scale: 0.722376. ITERATION NUMBER 434. Current Log-Posterior: 145899 Step Size: -107422.3588 Smoothing Hyper-parameters: 0.096535 0.086939 0.079508 0.059295 0.033213 0.124017 0.020696 Expected Total MS Cnt: 10.6798 Backgound Scale: 0.719754. ITERATION NUMBER 435. Current Log-Posterior: 178953 Step Size: 33054.05473 Smoothing Hyper-parameters: 0.134277 0.097202 0.040749 0.032317 0.062948 0.122194 0.050493 Expected Total MS Cnt: 11.943 Backgound Scale: 0.713753. ITERATION NUMBER 436. Current Log-Posterior: 151310 Step Size: -27642.81681 Smoothing Hyper-parameters: 0.108423 0.109094 0.059992 0.119605 0.087456 0.047667 0.103181 Expected Total MS Cnt: 9.94105 Backgound Scale: 0.703919. ITERATION NUMBER 437. Current Log-Posterior: 158333 Step Size: 7022.823 Smoothing Hyper-parameters: 0.091039 0.123719 0.061950 0.036949 0.110652 0.153196 0.085852 Expected Total MS Cnt: 2.91605 Backgound Scale: 0.710247. ITERATION NUMBER 438. Current Log-Posterior: 178708 Step Size: 20374.72369 Smoothing Hyper-parameters: 0.089839 0.067301 0.081753 0.056578 0.038124 0.088628 0.032964 Expected Total MS Cnt: 11.947 Backgound Scale: 0.729634. ITERATION NUMBER 439. Current Log-Posterior: 195316 Step Size: 16608.27415 Smoothing Hyper-parameters: 0.012453 0.082418 0.078871 0.082957 0.035167 0.017630 0.035568 Expected Total MS Cnt: 4.85424 Backgound Scale: 0.721112. ITERATION NUMBER 440. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.048876 0.150712 0.078832 0.080915 0.076158 0.098783 0.046222 Expected Total MS Cnt: 6.10938 Backgound Scale: 0.71797. ITERATION NUMBER 441. Current Log-Posterior: 283223 Step Size: -inf Smoothing Hyper-parameters: 0.074763 0.108951 0.109346 0.120267 0.111771 0.018023 0.137320 Expected Total MS Cnt: 2.5238 Backgound Scale: 0.70555. ITERATION NUMBER 442. Current Log-Posterior: 204286 Step Size: -78936.41708 Smoothing Hyper-parameters: 0.044234 0.059549 0.090424 0.069014 0.133607 0.086509 0.110566 Expected Total MS Cnt: 12.0592 Backgound Scale: 0.706361. ITERATION NUMBER 443. Current Log-Posterior: 339661 Step Size: 135374.9075 Smoothing Hyper-parameters: 0.083113 0.029341 0.044467 0.132865 0.066940 0.046942 0.114363 Expected Total MS Cnt: 5.45055 Backgound Scale: 0.720755. ITERATION NUMBER 444. Current Log-Posterior: 268589 Step Size: -71072.70586 Smoothing Hyper-parameters: 0.060874 0.067451 0.102611 0.060868 0.074496 0.034953 0.128433 Expected Total MS Cnt: 8.29312 Backgound Scale: 0.715781. ITERATION NUMBER 445. Current Log-Posterior: 259785 Step Size: -8803.970705 Smoothing Hyper-parameters: 0.113599 0.084861 0.102096 0.106262 0.066651 0.049839 0.096637 Expected Total MS Cnt: 4.57321 Backgound Scale: 0.72611. ITERATION NUMBER 446. Current Log-Posterior: 156207 Step Size: -103577.7027 Smoothing Hyper-parameters: 0.066874 0.063375 0.026761 0.033437 0.055771 0.026743 0.083084 Expected Total MS Cnt: 7.19397 Backgound Scale: 0.712869. ITERATION NUMBER 447. Current Log-Posterior: 264159 Step Size: 107951.957 Smoothing Hyper-parameters: 0.075231 0.062377 0.098533 0.121476 0.042444 0.142278 0.041559 Expected Total MS Cnt: 8.78912 Backgound Scale: 0.709698. ITERATION NUMBER 448. Current Log-Posterior: 219400 Step Size: -44758.34718 Smoothing Hyper-parameters: 0.103709 0.133463 0.065493 0.129936 0.045822 0.073776 0.097067 Expected Total MS Cnt: 16.0333 Backgound Scale: 0.723142. ITERATION NUMBER 449. Current Log-Posterior: 158512 Step Size: -60888.97574 Smoothing Hyper-parameters: 0.154387 0.024760 0.074610 0.114109 0.075282 0.044405 0.099737 Expected Total MS Cnt: 18.9023 Backgound Scale: 0.718169. ITERATION NUMBER 450. Current Log-Posterior: 218723 Step Size: 60211.26024 Smoothing Hyper-parameters: 0.093175 0.115806 0.111089 0.130147 0.065882 0.041732 0.067812 Expected Total MS Cnt: 16.6093 Backgound Scale: 0.722327. ITERATION NUMBER 451. Current Log-Posterior: 166885 Step Size: -51837.53394 Smoothing Hyper-parameters: 0.105279 0.078039 0.123906 0.112889 0.021449 0.092484 0.161599 Expected Total MS Cnt: 19.5473 Backgound Scale: 0.715379. ITERATION NUMBER 452. Current Log-Posterior: 168077 Step Size: 1191.864015 Smoothing Hyper-parameters: 0.065092 0.078315 0.109565 0.087007 0.093601 0.055214 0.109250 Expected Total MS Cnt: 25.2065 Backgound Scale: 0.716991. ITERATION NUMBER 453. Current Log-Posterior: 237104 Step Size: 69026.99586 Smoothing Hyper-parameters: 0.129639 0.008760 0.088155 0.115680 0.053110 0.100013 0.062680 Expected Total MS Cnt: 17.5371 Backgound Scale: 0.709619. ITERATION NUMBER 454. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.074136 0.039763 0.072669 0.069669 0.108032 0.039716 0.078608 Expected Total MS Cnt: 14.8177 Backgound Scale: 0.713332. ITERATION NUMBER 455. Current Log-Posterior: 258756 Step Size: -inf Smoothing Hyper-parameters: 0.102285 0.081452 0.148072 0.055377 0.058112 0.080850 0.034456 Expected Total MS Cnt: 15.4009 Backgound Scale: 0.712181. ITERATION NUMBER 456. Current Log-Posterior: 170909 Step Size: -87846.95943 Smoothing Hyper-parameters: 0.042266 0.142513 0.059293 0.101960 0.108251 0.103098 0.090084 Expected Total MS Cnt: 14.3858 Backgound Scale: 0.713386. ITERATION NUMBER 457. Current Log-Posterior: 330615 Step Size: 159705.4645 Smoothing Hyper-parameters: 0.050428 0.040794 0.012191 0.119152 0.048560 0.111801 0.101601 Expected Total MS Cnt: 21.3258 Backgound Scale: 0.706926. ITERATION NUMBER 458. Current Log-Posterior: 385422 Step Size: 54807.66527 Smoothing Hyper-parameters: 0.096391 0.065151 0.026884 0.026348 0.067443 0.049168 0.083938 Expected Total MS Cnt: 25.9535 Backgound Scale: 0.710323. ITERATION NUMBER 459. Current Log-Posterior: 212261 Step Size: -173160.9999 Smoothing Hyper-parameters: 0.063609 0.043031 0.126051 0.030145 0.094019 0.036041 0.150272 Expected Total MS Cnt: 23.4218 Backgound Scale: 0.719335. ITERATION NUMBER 460. Current Log-Posterior: 275996 Step Size: 63735.03154 Smoothing Hyper-parameters: 0.048559 0.101002 0.044836 0.054651 0.095214 0.067689 0.055389 Expected Total MS Cnt: 11.7631 Backgound Scale: 0.716585. ITERATION NUMBER 461. Current Log-Posterior: 298442 Step Size: 22445.39732 Smoothing Hyper-parameters: 0.087401 0.093601 0.051059 0.078855 0.068434 0.082361 0.032970 Expected Total MS Cnt: 14.0716 Backgound Scale: 0.715713. ITERATION NUMBER 462. Current Log-Posterior: 192190 Step Size: -106252.2405 Smoothing Hyper-parameters: 0.097896 0.057097 0.082375 0.073525 0.046160 0.043357 0.135512 Expected Total MS Cnt: 15.3134 Backgound Scale: 0.717918. ITERATION NUMBER 463. Current Log-Posterior: 191063 Step Size: -1126.102922 Smoothing Hyper-parameters: 0.047150 0.040485 0.120739 0.111148 0.054630 0.071096 0.053124 Expected Total MS Cnt: 5.76572 Backgound Scale: 0.731587. ITERATION NUMBER 464. Current Log-Posterior: 341109 Step Size: 150045.892 Smoothing Hyper-parameters: 0.060867 0.122042 0.013640 0.121127 0.070176 0.070020 0.035612 Expected Total MS Cnt: 9.80943 Backgound Scale: 0.730609. ITERATION NUMBER 465. Current Log-Posterior: 282531 Step Size: -58578.67829 Smoothing Hyper-parameters: 0.015485 0.051518 0.064183 0.107772 0.140514 0.070996 0.028164 Expected Total MS Cnt: 7.80662 Backgound Scale: 0.718543. ITERATION NUMBER 466. Current Log-Posterior: 867073 Step Size: 584542.143 Smoothing Hyper-parameters: 0.064989 0.063712 0.109033 0.053214 0.060728 0.146029 0.067356 Expected Total MS Cnt: 12.2809 Backgound Scale: 0.713673. ITERATION NUMBER 467. Current Log-Posterior: 248288 Step Size: -618785.2396 Smoothing Hyper-parameters: 0.062940 0.115697 0.060677 0.146387 0.028708 0.110786 0.072564 Expected Total MS Cnt: 13.6067 Backgound Scale: 0.713078. ITERATION NUMBER 468. Current Log-Posterior: 239142 Step Size: -9145.997576 Smoothing Hyper-parameters: 0.083345 0.104615 0.044750 0.099108 0.176179 0.108653 0.096062 Expected Total MS Cnt: 7.91098 Backgound Scale: 0.713996. ITERATION NUMBER 469. Current Log-Posterior: 195743 Step Size: -43398.86187 Smoothing Hyper-parameters: 0.050480 0.065413 0.077494 0.081421 0.115522 0.089823 0.147941 Expected Total MS Cnt: 8.94728 Backgound Scale: 0.71838. ITERATION NUMBER 470. Current Log-Posterior: 302122 Step Size: 106379.5563 Smoothing Hyper-parameters: 0.108182 0.043875 0.111138 0.070210 0.123837 0.089767 0.054313 Expected Total MS Cnt: 20.9794 Backgound Scale: 0.704348. ITERATION NUMBER 471. Current Log-Posterior: 197211 Step Size: -104911.306 Smoothing Hyper-parameters: 0.090481 0.048431 0.076226 0.052066 0.178114 0.078804 0.114506 Expected Total MS Cnt: 21.5633 Backgound Scale: 0.721652. ITERATION NUMBER 472. Current Log-Posterior: 214023 Step Size: 16812.1854 Smoothing Hyper-parameters: 0.066723 0.108868 0.019361 0.050563 0.135309 0.112335 0.106656 Expected Total MS Cnt: 13.7545 Backgound Scale: 0.707393. ITERATION NUMBER 473. Current Log-Posterior: 256490 Step Size: 42466.54778 Smoothing Hyper-parameters: 0.041496 0.062643 0.071920 0.093475 0.089014 0.125762 0.126231 Expected Total MS Cnt: 10.3084 Backgound Scale: 0.718552. ITERATION NUMBER 474. Current Log-Posterior: 357424 Step Size: 100934.5169 Smoothing Hyper-parameters: 0.105917 0.062643 0.039247 0.100580 0.120389 0.072281 0.067502 Expected Total MS Cnt: 13.6031 Backgound Scale: 0.712632. ITERATION NUMBER 475. Current Log-Posterior: 187514 Step Size: -169910.4317 Smoothing Hyper-parameters: 0.096984 0.137553 0.105665 0.099331 0.147404 0.078113 0.158384 Expected Total MS Cnt: 6.22432 Backgound Scale: 0.712945. ITERATION NUMBER 476. Current Log-Posterior: 159673 Step Size: -27840.453 Smoothing Hyper-parameters: 0.029924 0.091066 0.120327 0.107969 0.132716 0.070747 0.048448 Expected Total MS Cnt: 7.80197 Backgound Scale: 0.712859. ITERATION NUMBER 477. Current Log-Posterior: 459071 Step Size: 299398.1368 Smoothing Hyper-parameters: 0.108281 0.144118 0.041728 0.112631 0.108786 0.131776 0.067553 Expected Total MS Cnt: 9.3084 Backgound Scale: 0.712968. ITERATION NUMBER 478. Current Log-Posterior: 155379 Step Size: -303692.2391 Smoothing Hyper-parameters: 0.074858 0.087287 0.033793 0.052003 0.061841 0.058600 0.118291 Expected Total MS Cnt: 6.10316 Backgound Scale: 0.710075. ITERATION NUMBER 479. Current Log-Posterior: 224860 Step Size: 69481.28289 Smoothing Hyper-parameters: 0.019243 0.089994 0.043857 0.015102 0.096891 0.035408 0.063449 Expected Total MS Cnt: 4.14794 Backgound Scale: 0.710955. ITERATION NUMBER 480. Current Log-Posterior: 699669 Step Size: 474808.0552 Smoothing Hyper-parameters: 0.019322 0.080189 0.053335 0.083882 0.094805 0.053639 0.122564 Expected Total MS Cnt: 9.65861 Backgound Scale: 0.709118. ITERATION NUMBER 481. Current Log-Posterior: 683038 Step Size: -16630.75022 Smoothing Hyper-parameters: 0.024913 0.073125 0.057612 0.103123 0.036409 0.069774 0.110532 Expected Total MS Cnt: 11.3922 Backgound Scale: 0.72538. ITERATION NUMBER 482. Current Log-Posterior: 545297 Step Size: -137740.6996 Smoothing Hyper-parameters: 0.097955 0.052428 0.095988 0.061112 0.046637 0.097612 0.062675 Expected Total MS Cnt: 13.1716 Backgound Scale: 0.7174. ITERATION NUMBER 483. Current Log-Posterior: 197171 Step Size: -348126.4943 Smoothing Hyper-parameters: 0.092335 0.073905 0.049762 0.134379 0.101821 0.064735 0.057992 Expected Total MS Cnt: 13.8891 Backgound Scale: 0.73103. ITERATION NUMBER 484. Current Log-Posterior: 193421 Step Size: -3749.342234 Smoothing Hyper-parameters: 0.096142 0.041641 0.069397 0.057804 0.049119 0.036811 0.030708 Expected Total MS Cnt: 13.2355 Backgound Scale: 0.709579. ITERATION NUMBER 485. Current Log-Posterior: 216325 Step Size: 22903.36559 Smoothing Hyper-parameters: 0.093007 0.108210 0.080493 0.030954 0.017953 0.033123 0.085666 Expected Total MS Cnt: 19.166 Backgound Scale: 0.707784. ITERATION NUMBER 486. Current Log-Posterior: 178794 Step Size: -37530.16143 Smoothing Hyper-parameters: 0.034815 0.085037 0.060350 0.033421 0.030460 0.055264 0.082218 Expected Total MS Cnt: 15.0642 Backgound Scale: 0.722752. ITERATION NUMBER 487. Current Log-Posterior: 410151 Step Size: 231356.6443 Smoothing Hyper-parameters: 0.065956 0.031069 0.085734 0.048783 0.059760 0.053499 0.133879 Expected Total MS Cnt: 20.0953 Backgound Scale: 0.71551. ITERATION NUMBER 488. Current Log-Posterior: 301608 Step Size: -108543.0383 Smoothing Hyper-parameters: 0.066903 0.112218 0.067517 0.026072 0.056714 0.107949 0.037713 Expected Total MS Cnt: 27.606 Backgound Scale: 0.710497. ITERATION NUMBER 489. Current Log-Posterior: 232955 Step Size: -68652.96448 Smoothing Hyper-parameters: 0.074670 0.120400 0.046690 0.046784 0.082353 0.075366 0.027173 Expected Total MS Cnt: 30.5595 Backgound Scale: 0.714862. ITERATION NUMBER 490. Current Log-Posterior: 210330 Step Size: -22625.24224 Smoothing Hyper-parameters: 0.134470 0.034098 0.045196 0.105356 0.098172 0.024541 0.047453 Expected Total MS Cnt: 26.8158 Backgound Scale: 0.721718. ITERATION NUMBER 491. Current Log-Posterior: 204189 Step Size: -6140.538459 Smoothing Hyper-parameters: 0.114273 0.116850 0.028383 0.133581 0.088576 0.056605 0.143222 Expected Total MS Cnt: 30.8773 Backgound Scale: 0.718081. ITERATION NUMBER 492. Current Log-Posterior: 162968 Step Size: -41221.61481 Smoothing Hyper-parameters: 0.102416 0.073284 0.009425 0.054455 0.020737 0.100411 0.101139 Expected Total MS Cnt: 23.573 Backgound Scale: 0.716565. ITERATION NUMBER 493. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.067522 0.062667 0.116288 0.056895 0.075462 0.056648 0.148054 Expected Total MS Cnt: 33.2405 Backgound Scale: 0.715109. ITERATION NUMBER 494. Current Log-Posterior: 243099 Step Size: -inf Smoothing Hyper-parameters: 0.074149 0.111189 0.077025 0.042055 0.085118 0.132119 0.085778 Expected Total MS Cnt: 25.8014 Backgound Scale: 0.723417. ITERATION NUMBER 495. Current Log-Posterior: 209355 Step Size: -33744.18724 Smoothing Hyper-parameters: 0.050387 0.171291 0.076755 0.087882 0.034633 0.101403 0.095797 Expected Total MS Cnt: 23.9693 Backgound Scale: 0.723854. ITERATION NUMBER 496. Current Log-Posterior: 276969 Step Size: 67613.6376 Smoothing Hyper-parameters: 0.053143 0.075747 0.081050 0.067173 0.046901 0.049750 0.075963 Expected Total MS Cnt: 34.1282 Backgound Scale: 0.721407. ITERATION NUMBER 497. Current Log-Posterior: 284270 Step Size: 7301.218408 Smoothing Hyper-parameters: 0.039086 0.065750 0.070914 0.113721 0.054443 0.072904 0.116734 Expected Total MS Cnt: 27.8365 Backgound Scale: 0.724682. ITERATION NUMBER 498. Current Log-Posterior: 374166 Step Size: 89896.48292 Smoothing Hyper-parameters: 0.075870 0.041450 0.082356 0.129391 0.095055 0.103558 0.046256 Expected Total MS Cnt: 22.3703 Backgound Scale: 0.724957. ITERATION NUMBER 499. Current Log-Posterior: 248844 Step Size: -125322.1855 Smoothing Hyper-parameters: 0.064272 0.103009 0.144331 0.068284 0.073657 0.071526 0.039831 Expected Total MS Cnt: 23.0869 Backgound Scale: 0.715369. ITERATION NUMBER 500. Current Log-Posterior: 227497 Step Size: -21347.22781 Smoothing Hyper-parameters: 0.082277 0.062882 0.061389 0.064185 0.143345 0.071678 0.106637 Expected Total MS Cnt: 19.2453 Backgound Scale: 0.72047. ITERATION NUMBER 501. Current Log-Posterior: 213848 Step Size: -13648.63647 Smoothing Hyper-parameters: 0.015730 0.079720 0.037649 0.089045 0.054915 0.095311 0.091744 Expected Total MS Cnt: 13.5834 Backgound Scale: 0.707728. ITERATION NUMBER 502. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.072936 0.085664 0.103250 0.112052 0.051147 0.077400 0.075074 Expected Total MS Cnt: 17.8897 Backgound Scale: 0.729251. ITERATION NUMBER 503. Current Log-Posterior: 216279 Step Size: -inf Smoothing Hyper-parameters: 0.107986 0.048122 0.103250 0.116641 0.054285 0.099693 0.131785 Expected Total MS Cnt: 17.9547 Backgound Scale: 0.695491. ITERATION NUMBER 504. Current Log-Posterior: 189366 Step Size: -26912.35418 Smoothing Hyper-parameters: 0.055362 0.075225 0.007715 0.031539 0.190518 0.099693 0.108539 Expected Total MS Cnt: 15.0125 Backgound Scale: 0.709206. ITERATION NUMBER 505. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.048393 0.077576 0.129499 0.050782 0.075525 0.069002 0.024143 Expected Total MS Cnt: 15.5025 Backgound Scale: 0.70891. ITERATION NUMBER 506. Current Log-Posterior: 304845 Step Size: -inf Smoothing Hyper-parameters: 0.056735 0.056255 0.066472 0.047904 0.087838 0.071929 0.058711 Expected Total MS Cnt: 17.378 Backgound Scale: 0.728223. ITERATION NUMBER 507. Current Log-Posterior: 288354 Step Size: -16491.02621 Smoothing Hyper-parameters: 0.035533 0.048795 0.087936 0.043049 0.051501 0.101574 0.060170 Expected Total MS Cnt: 22.3598 Backgound Scale: 0.712588. ITERATION NUMBER 508. Current Log-Posterior: 419580 Step Size: 131225.9646 Smoothing Hyper-parameters: 0.008490 0.111923 0.039682 0.070426 0.034813 0.086477 0.113167 Expected Total MS Cnt: 9.69389 Backgound Scale: 0.70541. ITERATION NUMBER 509. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.089369 0.073212 0.097213 0.060208 0.061574 0.141488 0.044525 Expected Total MS Cnt: 17.7957 Backgound Scale: 0.707683. ITERATION NUMBER 510. Current Log-Posterior: 192381 Step Size: -inf Smoothing Hyper-parameters: 0.031442 0.059033 0.085660 0.034208 0.070503 0.042062 0.030924 Expected Total MS Cnt: 13.9009 Backgound Scale: 0.718008. ITERATION NUMBER 511. Current Log-Posterior: 453098 Step Size: 260716.3903 Smoothing Hyper-parameters: 0.057980 0.073574 0.118561 0.029432 0.117194 0.036735 0.065842 Expected Total MS Cnt: 13.4394 Backgound Scale: 0.715846. ITERATION NUMBER 512. Current Log-Posterior: 265768 Step Size: -187329.6734 Smoothing Hyper-parameters: 0.167476 0.079511 0.065238 0.054750 0.028352 0.013681 0.025649 Expected Total MS Cnt: 6.64966 Backgound Scale: 0.715018. ITERATION NUMBER 513. Current Log-Posterior: 132990 Step Size: -132777.9914 Smoothing Hyper-parameters: 0.094443 0.082432 0.118068 0.133154 0.055040 0.056412 0.050375 Expected Total MS Cnt: 5.09606 Backgound Scale: 0.708331. ITERATION NUMBER 514. Current Log-Posterior: 176693 Step Size: 43703.43572 Smoothing Hyper-parameters: 0.084510 0.066362 0.069300 0.070314 0.071683 0.085134 0.074255 Expected Total MS Cnt: 10.5139 Backgound Scale: 0.718594. ITERATION NUMBER 515. Current Log-Posterior: 209451 Step Size: 32757.27651 Smoothing Hyper-parameters: 0.097251 0.061947 0.124261 0.029574 0.050835 0.122010 0.097770 Expected Total MS Cnt: 12.4748 Backgound Scale: 0.724968. ITERATION NUMBER 516. Current Log-Posterior: 189153 Step Size: -20298.03732 Smoothing Hyper-parameters: 0.056652 0.082323 0.063513 0.041251 0.064151 0.009311 0.086202 Expected Total MS Cnt: 10.7149 Backgound Scale: 0.711989. ITERATION NUMBER 517. Current Log-Posterior: 274251 Step Size: 85098.49791 Smoothing Hyper-parameters: 0.116425 0.011430 0.027177 0.139638 0.045855 0.080977 0.134634 Expected Total MS Cnt: 10.6029 Backgound Scale: 0.708664. ITERATION NUMBER 518. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.086773 0.061890 0.052999 0.048130 0.095096 0.135591 0.095657 Expected Total MS Cnt: 3.68049 Backgound Scale: 0.709788. ITERATION NUMBER 519. Current Log-Posterior: 209398 Step Size: -inf Smoothing Hyper-parameters: 0.022158 0.067047 0.042434 0.087402 0.015336 0.045575 0.075771 Expected Total MS Cnt: 0.868396 Backgound Scale: 0.718853. ITERATION NUMBER 520. Current Log-Posterior: 617704 Step Size: 408306.1605 Smoothing Hyper-parameters: 0.051870 0.041982 0.119210 0.093782 0.154049 0.061413 0.072452 Expected Total MS Cnt: 3.18155 Backgound Scale: 0.712217. ITERATION NUMBER 521. Current Log-Posterior: 314899 Step Size: -302804.7342 Smoothing Hyper-parameters: 0.033939 0.150670 0.103236 0.058324 0.054482 0.089586 0.033606 Expected Total MS Cnt: 2.94503 Backgound Scale: 0.724619. ITERATION NUMBER 522. Current Log-Posterior: 395941 Step Size: 81042.48545 Smoothing Hyper-parameters: 0.026356 0.039507 0.063321 0.018110 0.079451 0.054436 0.073034 Expected Total MS Cnt: 1.53001 Backgound Scale: 0.71393. ITERATION NUMBER 523. Current Log-Posterior: 561375 Step Size: 165433.703 Smoothing Hyper-parameters: 0.044537 0.116781 0.071809 0.066242 0.088115 0.041768 0.019264 Expected Total MS Cnt: 3.5293 Backgound Scale: 0.722539. ITERATION NUMBER 524. Current Log-Posterior: 311911 Step Size: -249464.3845 Smoothing Hyper-parameters: 0.044672 0.072020 0.014481 0.113319 0.083227 0.044257 0.093331 Expected Total MS Cnt: 4.10781 Backgound Scale: 0.714202. ITERATION NUMBER 525. Current Log-Posterior: 375640 Step Size: 63729.55141 Smoothing Hyper-parameters: 0.066365 0.073005 0.025042 0.089456 0.058050 0.059782 0.140966 Expected Total MS Cnt: 0.992009 Backgound Scale: 0.717932. ITERATION NUMBER 526. Current Log-Posterior: 257892 Step Size: -117748.6307 Smoothing Hyper-parameters: 0.050145 0.058496 0.048563 0.081658 0.108538 0.061788 0.122366 Expected Total MS Cnt: 7.48712 Backgound Scale: 0.725861. ITERATION NUMBER 527. Current Log-Posterior: 315947 Step Size: 58054.9533 Smoothing Hyper-parameters: 0.069636 0.068544 0.073089 0.028379 0.156268 0.043932 0.077229 Expected Total MS Cnt: 3.37144 Backgound Scale: 0.712604. ITERATION NUMBER 528. Current Log-Posterior: 240801 Step Size: -75146.03889 Smoothing Hyper-parameters: 0.043103 0.026848 0.048949 0.049282 0.087568 0.026862 0.058473 Expected Total MS Cnt: 2.01318 Backgound Scale: 0.731552. ITERATION NUMBER 529. Current Log-Posterior: 422053 Step Size: 181252.6959 Smoothing Hyper-parameters: 0.054080 0.101913 0.063434 0.017832 0.051223 0.099058 0.055628 Expected Total MS Cnt: 0.816353 Backgound Scale: 0.714658. ITERATION NUMBER 530. Current Log-Posterior: 280446 Step Size: -141607.4023 Smoothing Hyper-parameters: 0.074164 0.088233 0.077941 0.090550 0.111328 0.061514 0.090358 Expected Total MS Cnt: 1.14988 Backgound Scale: 0.707709. ITERATION NUMBER 531. Current Log-Posterior: 215305 Step Size: -65141.33792 Smoothing Hyper-parameters: 0.042190 0.068765 0.067310 0.058958 0.078117 0.054620 0.062218 Expected Total MS Cnt: 0.0376316 Backgound Scale: 0.720377. ITERATION NUMBER 532. Current Log-Posterior: 349972 Step Size: 134667.7358 Smoothing Hyper-parameters: 0.014798 0.018501 0.015911 0.071341 0.065425 0.045870 0.040191 Expected Total MS Cnt: 0.45815 Backgound Scale: 0.716806. ITERATION NUMBER 533. Current Log-Posterior: 1.05384e+06 Step Size: 703865.0248 Smoothing Hyper-parameters: 0.034443 0.066671 0.079808 0.015434 0.050943 0.078986 0.127880 Expected Total MS Cnt: 0.826761 Backgound Scale: 0.726197. ITERATION NUMBER 534. Current Log-Posterior: 426186 Step Size: -627651.7798 Smoothing Hyper-parameters: 0.025123 0.103658 0.127140 0.028708 0.089389 0.041804 0.070087 Expected Total MS Cnt: 0.670283 Backgound Scale: 0.709945. ITERATION NUMBER 535. Current Log-Posterior: 533729 Step Size: 107543.7155 Smoothing Hyper-parameters: 0.040664 0.044154 0.034228 0.110726 0.114216 0.076079 0.131441 Expected Total MS Cnt: 0.717555 Backgound Scale: 0.729654. ITERATION NUMBER 536. Current Log-Posterior: 397909 Step Size: -135820.1869 Smoothing Hyper-parameters: 0.198958 0.070870 0.044666 0.080066 0.069157 0.043259 0.091209 Expected Total MS Cnt: 1.23777 Backgound Scale: 0.720312. ITERATION NUMBER 537. Current Log-Posterior: 129912 Step Size: -267996.9119 Smoothing Hyper-parameters: 0.073536 0.128707 0.097296 0.027696 0.023382 0.017276 0.069748 Expected Total MS Cnt: 2.13815 Backgound Scale: 0.712158. ITERATION NUMBER 538. Current Log-Posterior: 212411 Step Size: 82498.45783 Smoothing Hyper-parameters: 0.078401 0.062047 0.031489 0.049009 0.058656 0.165466 0.026946 Expected Total MS Cnt: 0.0696106 Backgound Scale: 0.726508. ITERATION NUMBER 539. Current Log-Posterior: 235610 Step Size: 23199.87905 Smoothing Hyper-parameters: 0.097923 0.081453 0.146363 0.093249 0.121031 0.107157 0.117378 Expected Total MS Cnt: 1.09555 Backgound Scale: 0.715555. ITERATION NUMBER 540. Current Log-Posterior: 172321 Step Size: -63289.11821 Smoothing Hyper-parameters: 0.047444 0.059521 0.069269 0.049617 0.083245 0.107107 0.073075 Expected Total MS Cnt: 0.336904 Backgound Scale: 0.716154. ITERATION NUMBER 541. Current Log-Posterior: 328305 Step Size: 155983.9724 Smoothing Hyper-parameters: 0.051465 0.048508 0.038362 0.109512 0.117522 0.089575 0.111495 Expected Total MS Cnt: 0.837088 Backgound Scale: 0.719788. ITERATION NUMBER 542. Current Log-Posterior: 326263 Step Size: -2042.467901 Smoothing Hyper-parameters: 0.033048 0.095387 0.020619 0.120573 0.051446 0.066163 0.039938 Expected Total MS Cnt: 0.0390274 Backgound Scale: 0.708354. ITERATION NUMBER 543. Current Log-Posterior: 442058 Step Size: 115795.5793 Smoothing Hyper-parameters: 0.012740 0.042853 0.053975 0.114540 0.155288 0.085545 0.105854 Expected Total MS Cnt: 1.52435 Backgound Scale: 0.717237. ITERATION NUMBER 544. Current Log-Posterior: 1.05858e+06 Step Size: 616516.5849 Smoothing Hyper-parameters: 0.095341 0.107952 0.041481 0.064704 0.097646 0.089666 0.029116 Expected Total MS Cnt: 0.27989 Backgound Scale: 0.717091. ITERATION NUMBER 545. Current Log-Posterior: 181263 Step Size: -877312.5225 Smoothing Hyper-parameters: 0.103887 0.063518 0.028917 0.124380 0.114039 0.102866 0.032057 Expected Total MS Cnt: 1.32192 Backgound Scale: 0.709535. ITERATION NUMBER 546. Current Log-Posterior: 197108 Step Size: 15845.0237 Smoothing Hyper-parameters: 0.081079 0.067376 0.011369 0.027607 0.083569 0.076099 0.057159 Expected Total MS Cnt: 2.7284 Backgound Scale: 0.71806. ITERATION NUMBER 547. Current Log-Posterior: 276035 Step Size: 78927.30136 Smoothing Hyper-parameters: 0.099135 0.107573 0.111023 0.047246 0.086838 0.124063 0.017639 Expected Total MS Cnt: 3.11065 Backgound Scale: 0.708083. ITERATION NUMBER 548. Current Log-Posterior: 164090 Step Size: -111944.3811 Smoothing Hyper-parameters: 0.136217 0.048966 0.039226 0.037460 0.021006 0.049150 0.035015 Expected Total MS Cnt: 3.08543 Backgound Scale: 0.716324. ITERATION NUMBER 549. Current Log-Posterior: 182555 Step Size: 18464.93123 Smoothing Hyper-parameters: 0.013934 0.037449 0.056504 0.052116 0.060765 0.120180 0.032047 Expected Total MS Cnt: 1.15097 Backgound Scale: 0.717414. ITERATION NUMBER 550. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.035748 0.061580 0.061537 0.032642 0.094824 0.062078 0.073944 Expected Total MS Cnt: 2.15548 Backgound Scale: 0.70814. ITERATION NUMBER 551. Current Log-Posterior: 408854 Step Size: -inf Smoothing Hyper-parameters: 0.005655 0.122534 0.052406 0.058699 0.074828 0.069147 0.109541 Expected Total MS Cnt: 5.86826 Backgound Scale: 0.726539. ITERATION NUMBER 552. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.096882 0.074157 0.105314 0.104654 0.054749 0.024981 0.074083 Expected Total MS Cnt: 3.34462 Backgound Scale: 0.715305. ITERATION NUMBER 553. Current Log-Posterior: 181137 Step Size: -inf Smoothing Hyper-parameters: 0.030313 0.071871 0.044204 0.042900 0.027441 0.088980 0.052508 Expected Total MS Cnt: 10.2498 Backgound Scale: 0.727005. ITERATION NUMBER 554. Current Log-Posterior: 473407 Step Size: 292270.7984 Smoothing Hyper-parameters: 0.058143 0.096191 0.080919 0.104330 0.054116 0.103981 0.058063 Expected Total MS Cnt: 5.31449 Backgound Scale: 0.715354. ITERATION NUMBER 555. Current Log-Posterior: 257250 Step Size: -216157.3475 Smoothing Hyper-parameters: 0.054031 0.058400 0.069708 0.046911 0.009155 0.064213 0.083198 Expected Total MS Cnt: 3.96306 Backgound Scale: 0.714957. ITERATION NUMBER 556. Current Log-Posterior: 297969 Step Size: 40719.28177 Smoothing Hyper-parameters: 0.066014 0.087678 0.043725 0.059348 0.064263 0.058133 0.026133 Expected Total MS Cnt: 3.67622 Backgound Scale: 0.716775. ITERATION NUMBER 557. Current Log-Posterior: 238833 Step Size: -59136.00822 Smoothing Hyper-parameters: 0.137108 0.021684 0.084771 0.040830 0.042462 0.047863 0.054113 Expected Total MS Cnt: 4.81477 Backgound Scale: 0.719191. ITERATION NUMBER 558. Current Log-Posterior: 245307 Step Size: 6473.971283 Smoothing Hyper-parameters: 0.074204 0.113681 0.073168 0.041647 0.167096 0.026168 0.016596 Expected Total MS Cnt: 3.37455 Backgound Scale: 0.712651. ITERATION NUMBER 559. Current Log-Posterior: 209653 Step Size: -35654.65563 Smoothing Hyper-parameters: 0.056469 0.068902 0.089338 0.024841 0.036323 0.038668 0.108544 Expected Total MS Cnt: 2.42762 Backgound Scale: 0.714765. ITERATION NUMBER 560. Current Log-Posterior: 273504 Step Size: 63850.96004 Smoothing Hyper-parameters: 0.015865 0.057775 0.041750 0.098918 0.043980 0.049499 0.045275 Expected Total MS Cnt: 3.52669 Backgound Scale: 0.720506. ITERATION NUMBER 561. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.045604 0.099104 0.094528 0.068239 0.073570 0.056732 0.094095 Expected Total MS Cnt: 5.3357 Backgound Scale: 0.711471. ITERATION NUMBER 562. Current Log-Posterior: 314687 Step Size: -inf Smoothing Hyper-parameters: 0.036515 0.058145 0.062605 0.122638 0.077381 0.097316 0.086105 Expected Total MS Cnt: 5.06514 Backgound Scale: 0.720362. ITERATION NUMBER 563. Current Log-Posterior: 399301 Step Size: 84614.85772 Smoothing Hyper-parameters: 0.043135 0.057614 0.039983 0.067394 0.087075 0.095937 0.076476 Expected Total MS Cnt: 5.9319 Backgound Scale: 0.716949. ITERATION NUMBER 564. Current Log-Posterior: 359733 Step Size: -39568.90907 Smoothing Hyper-parameters: 0.049467 0.028958 0.120353 0.074225 0.106461 0.164093 0.037062 Expected Total MS Cnt: 6.25022 Backgound Scale: 0.723449. ITERATION NUMBER 565. Current Log-Posterior: 362413 Step Size: 2680.774883 Smoothing Hyper-parameters: 0.052928 0.064584 0.087650 0.115791 0.034468 0.045515 0.128543 Expected Total MS Cnt: 4.75191 Backgound Scale: 0.710997. ITERATION NUMBER 566. Current Log-Posterior: 289205 Step Size: -73208.43149 Smoothing Hyper-parameters: 0.062478 0.061946 0.067495 0.081753 0.097067 0.081665 0.050716 Expected Total MS Cnt: 8.78553 Backgound Scale: 0.722572. ITERATION NUMBER 567. Current Log-Posterior: 258517 Step Size: -30687.80401 Smoothing Hyper-parameters: 0.131075 0.035921 0.045723 0.092510 0.109948 0.043382 0.085798 Expected Total MS Cnt: 3.39726 Backgound Scale: 0.703548. ITERATION NUMBER 568. Current Log-Posterior: 199474 Step Size: -59043.50737 Smoothing Hyper-parameters: 0.043351 0.085739 0.101456 0.090880 0.143501 0.072149 0.136373 Expected Total MS Cnt: 2.0148 Backgound Scale: 0.728868. ITERATION NUMBER 569. Current Log-Posterior: 327472 Step Size: 127998.179 Smoothing Hyper-parameters: 0.090481 0.081249 0.102740 0.041956 0.098911 0.016509 0.082625 Expected Total MS Cnt: 3.13001 Backgound Scale: 0.709599. ITERATION NUMBER 570. Current Log-Posterior: 185845 Step Size: -141626.903 Smoothing Hyper-parameters: 0.031286 0.044746 0.027659 0.104283 0.069196 0.085539 0.037129 Expected Total MS Cnt: 3.91513 Backgound Scale: 0.724195. ITERATION NUMBER 571. Current Log-Posterior: 487713 Step Size: 301868.4361 Smoothing Hyper-parameters: 0.167662 0.014004 0.094070 0.063871 0.096069 0.053715 0.116181 Expected Total MS Cnt: 3.36014 Backgound Scale: 0.714328. ITERATION NUMBER 572. Current Log-Posterior: 307888 Step Size: -179825.1197 Smoothing Hyper-parameters: 0.057633 0.116750 0.090612 0.050652 0.133732 0.098948 0.101532 Expected Total MS Cnt: 6.07003 Backgound Scale: 0.725944. ITERATION NUMBER 573. Current Log-Posterior: 253845 Step Size: -54043.17603 Smoothing Hyper-parameters: 0.072204 0.088399 0.032223 0.038644 0.055572 0.016536 0.060325 Expected Total MS Cnt: 4.32716 Backgound Scale: 0.712593. ITERATION NUMBER 574. Current Log-Posterior: 234893 Step Size: -18951.92503 Smoothing Hyper-parameters: 0.067499 0.045128 0.098644 0.088915 0.081085 0.037767 0.072271 Expected Total MS Cnt: 6.00334 Backgound Scale: 0.729282. ITERATION NUMBER 575. Current Log-Posterior: 260496 Step Size: 25602.65681 Smoothing Hyper-parameters: 0.062191 0.085304 0.141254 0.118498 0.033681 0.032307 0.058592 Expected Total MS Cnt: 1.22132 Backgound Scale: 0.704036. ITERATION NUMBER 576. Current Log-Posterior: 242342 Step Size: -18153.59965 Smoothing Hyper-parameters: 0.081868 0.054790 0.067089 0.073096 0.093267 0.038313 0.084129 Expected Total MS Cnt: 1.06909 Backgound Scale: 0.716979. ITERATION NUMBER 577. Current Log-Posterior: 223530 Step Size: -18812.12963 Smoothing Hyper-parameters: 0.067720 0.069112 0.063503 0.068533 0.047649 0.067312 0.047780 Expected Total MS Cnt: 0.913867 Backgound Scale: 0.707903. ITERATION NUMBER 578. Current Log-Posterior: 236886 Step Size: 13355.77576 Smoothing Hyper-parameters: 0.128956 0.090281 0.071805 0.110177 0.118573 0.099489 0.054882 Expected Total MS Cnt: 2.03124 Backgound Scale: 0.720876. ITERATION NUMBER 579. Current Log-Posterior: 144150 Step Size: -92736.13052 Smoothing Hyper-parameters: 0.097127 0.118006 0.080577 0.106325 0.181490 0.114095 0.087321 Expected Total MS Cnt: 1.29588 Backgound Scale: 0.726328. ITERATION NUMBER 580. Current Log-Posterior: 165501 Step Size: 21351.65207 Smoothing Hyper-parameters: 0.052189 0.083015 0.029104 0.098487 0.037556 0.106428 0.103208 Expected Total MS Cnt: 2.18303 Backgound Scale: 0.730227. ITERATION NUMBER 581. Current Log-Posterior: 301554 Step Size: 136052.6063 Smoothing Hyper-parameters: 0.099509 0.083579 0.145396 0.099786 0.094752 0.037606 0.129363 Expected Total MS Cnt: 2.23779 Backgound Scale: 0.719913. ITERATION NUMBER 582. Current Log-Posterior: 168255 Step Size: -133298.6694 Smoothing Hyper-parameters: 0.067799 0.123299 0.014487 0.042177 0.070410 0.071358 0.062875 Expected Total MS Cnt: 2.64301 Backgound Scale: 0.706721. ITERATION NUMBER 583. Current Log-Posterior: 262996 Step Size: 94740.98046 Smoothing Hyper-parameters: 0.134382 0.088759 0.041599 0.022927 0.067571 0.047159 0.048622 Expected Total MS Cnt: 1.73212 Backgound Scale: 0.73413. ITERATION NUMBER 584. Current Log-Posterior: 155356 Step Size: -107640.2697 Smoothing Hyper-parameters: 0.014120 0.066225 0.091095 0.025385 0.044901 0.122297 0.132213 Expected Total MS Cnt: 0.338813 Backgound Scale: 0.711991. ITERATION NUMBER 585. Current Log-Posterior: 931080 Step Size: 775723.9938 Smoothing Hyper-parameters: 0.088839 0.029691 0.061581 0.070156 0.088250 0.052843 0.101229 Expected Total MS Cnt: 1.05655 Backgound Scale: 0.718229. ITERATION NUMBER 586. Current Log-Posterior: 258126 Step Size: -672954.3605 Smoothing Hyper-parameters: 0.019077 0.091982 0.065756 0.084794 0.077869 0.074827 0.079057 Expected Total MS Cnt: 0.0239164 Backgound Scale: 0.72337. ITERATION NUMBER 587. Current Log-Posterior: 691327 Step Size: 433201.7439 Smoothing Hyper-parameters: 0.046927 0.044742 0.098404 0.056875 0.058218 0.105845 0.064850 Expected Total MS Cnt: 1.89333 Backgound Scale: 0.711663. ITERATION NUMBER 588. Current Log-Posterior: 340837 Step Size: -350490.5037 Smoothing Hyper-parameters: 0.069269 0.126152 0.154361 0.109632 0.089187 0.134180 0.067345 Expected Total MS Cnt: 0.0834836 Backgound Scale: 0.709437. ITERATION NUMBER 589. Current Log-Posterior: 210096 Step Size: -130741.0522 Smoothing Hyper-parameters: 0.056497 0.117867 0.065640 0.063467 0.147677 0.060904 0.130133 Expected Total MS Cnt: 2.67184 Backgound Scale: 0.726337. ITERATION NUMBER 590. Current Log-Posterior: 255772 Step Size: 45676.09976 Smoothing Hyper-parameters: 0.006282 0.102217 0.016823 0.051705 0.105492 0.105319 0.047124 Expected Total MS Cnt: 2.41973 Backgound Scale: 0.713727. ITERATION NUMBER 591. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.038210 0.041721 0.061400 0.092474 0.056690 0.109724 0.059708 Expected Total MS Cnt: 5.0075 Backgound Scale: 0.715195. ITERATION NUMBER 592. Current Log-Posterior: 402976 Step Size: -inf Smoothing Hyper-parameters: 0.118650 0.076263 0.113623 0.025033 0.082807 0.053449 0.061356 Expected Total MS Cnt: 8.14739 Backgound Scale: 0.714339. ITERATION NUMBER 593. Current Log-Posterior: 162229 Step Size: -240746.4337 Smoothing Hyper-parameters: 0.079863 0.069067 0.017186 0.054057 0.051593 0.027416 0.038285 Expected Total MS Cnt: 3.21999 Backgound Scale: 0.715979. ITERATION NUMBER 594. Current Log-Posterior: 244343 Step Size: 82113.50516 Smoothing Hyper-parameters: 0.015122 0.085298 0.086643 0.071590 0.030823 0.091746 0.073276 Expected Total MS Cnt: 8.13331 Backgound Scale: 0.714623. ITERATION NUMBER 595. Current Log-Posterior: 851333 Step Size: 606990.4494 Smoothing Hyper-parameters: 0.057963 0.020817 0.088431 0.107491 0.118501 0.061354 0.080035 Expected Total MS Cnt: 10.2036 Backgound Scale: 0.719388. ITERATION NUMBER 596. Current Log-Posterior: 368072 Step Size: -483261.6528 Smoothing Hyper-parameters: 0.073319 0.086410 0.016520 0.048014 0.145526 0.096468 0.072649 Expected Total MS Cnt: 15.1713 Backgound Scale: 0.709567. ITERATION NUMBER 597. Current Log-Posterior: 254500 Step Size: -113571.2891 Smoothing Hyper-parameters: 0.108395 0.075244 0.039988 0.019322 0.093416 0.044013 0.072162 Expected Total MS Cnt: 6.596 Backgound Scale: 0.716675. ITERATION NUMBER 598. Current Log-Posterior: 189174 Step Size: -65326.46747 Smoothing Hyper-parameters: 0.072606 0.031522 0.052465 0.040255 0.093416 0.062503 0.037296 Expected Total MS Cnt: 10.2107 Backgound Scale: 0.720505. ITERATION NUMBER 599. Current Log-Posterior: 285161 Step Size: 95987.32623 Smoothing Hyper-parameters: 0.060327 0.063879 0.074779 0.047828 0.021316 0.110272 0.094013 Expected Total MS Cnt: 5.003 Backgound Scale: 0.717326. ITERATION NUMBER 600. Current Log-Posterior: 272281 Step Size: -12879.75392 Smoothing Hyper-parameters: 0.048477 0.064625 0.094533 0.032780 0.043836 0.099907 0.056602 Expected Total MS Cnt: 2.08691 Backgound Scale: 0.709121. ITERATION NUMBER 601. Current Log-Posterior: 314617 Step Size: 42335.34742 Smoothing Hyper-parameters: 0.067979 0.022491 0.072409 0.143386 0.099798 0.008059 0.054450 Expected Total MS Cnt: 1.90561 Backgound Scale: 0.715631. ITERATION NUMBER 602. Current Log-Posterior: 329185 Step Size: 14567.9916 Smoothing Hyper-parameters: 0.035300 0.064732 0.049969 0.074964 0.047659 0.040682 0.054536 Expected Total MS Cnt: 6.05163 Backgound Scale: 0.712568. ITERATION NUMBER 603. Current Log-Posterior: 407850 Step Size: 78665.47161 Smoothing Hyper-parameters: 0.076607 0.055561 0.047970 0.041624 0.008561 0.054214 0.038845 Expected Total MS Cnt: 3.17087 Backgound Scale: 0.713914. ITERATION NUMBER 604. Current Log-Posterior: 240037 Step Size: -167813.2262 Smoothing Hyper-parameters: 0.084727 0.071783 0.029911 0.047471 0.043653 0.076391 0.118065 Expected Total MS Cnt: 1.41764 Backgound Scale: 0.71791. ITERATION NUMBER 605. Current Log-Posterior: 220236 Step Size: -19800.95403 Smoothing Hyper-parameters: 0.094253 0.066252 0.073512 0.090194 0.038870 0.114490 0.056673 Expected Total MS Cnt: 0.0650814 Backgound Scale: 0.708086. ITERATION NUMBER 606. Current Log-Posterior: 192151 Step Size: -28085.40392 Smoothing Hyper-parameters: 0.053820 0.036658 0.033322 0.110310 0.070594 0.136176 0.057472 Expected Total MS Cnt: 0.140967 Backgound Scale: 0.720944. ITERATION NUMBER 607. Current Log-Posterior: 334941 Step Size: 142790.3658 Smoothing Hyper-parameters: 0.120347 0.021576 0.071164 0.021058 0.058168 0.060577 0.058229 Expected Total MS Cnt: 3.07618 Backgound Scale: 0.710192. ITERATION NUMBER 608. Current Log-Posterior: 266101 Step Size: -68839.98126 Smoothing Hyper-parameters: 0.024360 0.049135 0.028963 0.125032 0.109584 0.050420 0.084422 Expected Total MS Cnt: 2.05031 Backgound Scale: 0.725284. ITERATION NUMBER 609. Current Log-Posterior: 593161 Step Size: 327059.4911 Smoothing Hyper-parameters: 0.093766 0.018626 0.064016 0.099369 0.101136 0.089431 0.081447 Expected Total MS Cnt: 0.472165 Backgound Scale: 0.713287. ITERATION NUMBER 610. Current Log-Posterior: 311654 Step Size: -281507.0351 Smoothing Hyper-parameters: 0.077082 0.033832 0.049638 0.087546 0.124036 0.075665 0.075697 Expected Total MS Cnt: 1.24825 Backgound Scale: 0.727719. ITERATION NUMBER 611. Current Log-Posterior: 269507 Step Size: -42147.00155 Smoothing Hyper-parameters: 0.053441 0.065546 0.059092 0.054688 0.097949 0.092571 0.066648 Expected Total MS Cnt: 0.0244016 Backgound Scale: 0.710305. ITERATION NUMBER 612. Current Log-Posterior: 292224 Step Size: 22717.34967 Smoothing Hyper-parameters: 0.057775 0.107539 0.071520 0.011331 0.102767 0.122488 0.100997 Expected Total MS Cnt: 0.462237 Backgound Scale: 0.717876. ITERATION NUMBER 613. Current Log-Posterior: 268453 Step Size: -23771.15172 Smoothing Hyper-parameters: 0.103448 0.072962 0.089663 0.086103 0.021421 0.085878 0.035828 Expected Total MS Cnt: 0.2373 Backgound Scale: 0.724678. ITERATION NUMBER 614. Current Log-Posterior: 174755 Step Size: -93697.87485 Smoothing Hyper-parameters: 0.123769 0.071528 0.027183 0.063650 0.098097 0.117467 0.023422 Expected Total MS Cnt: 0.596942 Backgound Scale: 0.707169. ITERATION NUMBER 615. Current Log-Posterior: 175757 Step Size: 1002.277154 Smoothing Hyper-parameters: 0.026197 0.051638 0.077949 0.164554 0.100251 0.052545 0.062992 Expected Total MS Cnt: 0.284578 Backgound Scale: 0.719863. ITERATION NUMBER 616. Current Log-Posterior: 541611 Step Size: 365853.5427 Smoothing Hyper-parameters: 0.086440 0.057508 0.117172 0.067883 0.057348 0.029772 0.096556 Expected Total MS Cnt: 0.132026 Backgound Scale: 0.703405. ITERATION NUMBER 617. Current Log-Posterior: 205709 Step Size: -335902.1103 Smoothing Hyper-parameters: 0.065957 0.076841 0.036079 0.034000 0.043753 0.015172 0.048990 Expected Total MS Cnt: 0.346649 Backgound Scale: 0.718623. ITERATION NUMBER 618. Current Log-Posterior: 254569 Step Size: 48860.10344 Smoothing Hyper-parameters: 0.056170 0.048124 0.087873 0.049222 0.068018 0.118271 0.079676 Expected Total MS Cnt: 0.544403 Backgound Scale: 0.704271. ITERATION NUMBER 619. Current Log-Posterior: 296362 Step Size: 41793.33431 Smoothing Hyper-parameters: 0.014986 0.071945 0.076594 0.086284 0.042725 0.037856 0.121156 Expected Total MS Cnt: 0.710911 Backgound Scale: 0.711511. ITERATION NUMBER 620. Current Log-Posterior: 892172 Step Size: 595810.1096 Smoothing Hyper-parameters: 0.032083 0.041699 0.125514 0.042855 0.104859 0.084589 0.094618 Expected Total MS Cnt: 0.980083 Backgound Scale: 0.707751. ITERATION NUMBER 621. Current Log-Posterior: 467310 Step Size: -424862.514 Smoothing Hyper-parameters: 0.086510 0.015286 0.080533 0.067513 0.070819 0.106597 0.112590 Expected Total MS Cnt: 2.34998 Backgound Scale: 0.717907. ITERATION NUMBER 622. Current Log-Posterior: 354773 Step Size: -112537.0165 Smoothing Hyper-parameters: 0.054486 0.054162 0.059622 0.006340 0.091096 0.108157 0.045145 Expected Total MS Cnt: 3.30128 Backgound Scale: 0.714853. ITERATION NUMBER 623. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.039302 0.085986 0.084531 0.121081 0.060658 0.086430 0.087773 Expected Total MS Cnt: 7.59836 Backgound Scale: 0.719385. ITERATION NUMBER 624. Current Log-Posterior: 356650 Step Size: -inf Smoothing Hyper-parameters: 0.039649 0.057476 0.120970 0.113109 0.070913 0.038431 0.125849 Expected Total MS Cnt: 13.1799 Backgound Scale: 0.718968. ITERATION NUMBER 625. Current Log-Posterior: 369386 Step Size: 12735.2641 Smoothing Hyper-parameters: 0.023056 0.047059 0.062169 0.079971 0.095823 0.075586 0.091147 Expected Total MS Cnt: 10.498 Backgound Scale: 0.712763. ITERATION NUMBER 626. Current Log-Posterior: 606263 Step Size: 236876.8947 Smoothing Hyper-parameters: 0.076989 0.061542 0.059773 0.050234 0.083002 0.054514 0.113347 Expected Total MS Cnt: 12.636 Backgound Scale: 0.714642. ITERATION NUMBER 627. Current Log-Posterior: 226455 Step Size: -379807.5098 Smoothing Hyper-parameters: 0.045744 0.047928 0.030665 0.054973 0.023891 0.110039 0.068685 Expected Total MS Cnt: 12.016 Backgound Scale: 0.713146. ITERATION NUMBER 628. Current Log-Posterior: 360596 Step Size: 134141.0895 Smoothing Hyper-parameters: 0.104016 0.063656 0.107579 0.056562 0.084987 0.097670 0.119829 Expected Total MS Cnt: 16.6761 Backgound Scale: 0.718888. ITERATION NUMBER 629. Current Log-Posterior: 178331 Step Size: -182265.356 Smoothing Hyper-parameters: 0.059684 0.103669 0.187364 0.055759 0.054516 0.036658 0.110158 Expected Total MS Cnt: 17.8364 Backgound Scale: 0.717453. ITERATION NUMBER 630. Current Log-Posterior: 243175 Step Size: 64844.15112 Smoothing Hyper-parameters: 0.076068 0.047020 0.057207 0.169789 0.083085 0.086970 0.126638 Expected Total MS Cnt: 20.208 Backgound Scale: 0.718235. ITERATION NUMBER 631. Current Log-Posterior: 243248 Step Size: 73.2244457 Smoothing Hyper-parameters: 0.078776 0.093797 0.074811 0.089990 0.133336 0.076020 0.074162 Expected Total MS Cnt: 24.7354 Backgound Scale: 0.719579. ITERATION NUMBER 632. Current Log-Posterior: 203332 Step Size: -39916.31429 Smoothing Hyper-parameters: 0.065324 0.055580 0.111889 0.100454 0.061084 0.092850 0.071032 Expected Total MS Cnt: 22.8967 Backgound Scale: 0.722671. ITERATION NUMBER 633. Current Log-Posterior: 251105 Step Size: 47773.00719 Smoothing Hyper-parameters: 0.015846 0.111284 0.116532 0.047114 0.066001 0.106526 0.105809 Expected Total MS Cnt: 13.851 Backgound Scale: 0.720526. ITERATION NUMBER 634. Current Log-Posterior: 815318 Step Size: 564213.3557 Smoothing Hyper-parameters: 0.113429 0.086073 0.111799 0.106465 0.039519 0.126861 0.073965 Expected Total MS Cnt: 7.88772 Backgound Scale: 0.71711. ITERATION NUMBER 635. Current Log-Posterior: 157022 Step Size: -658296.1988 Smoothing Hyper-parameters: 0.110010 0.068067 0.061950 0.091779 0.131337 0.083975 0.109709 Expected Total MS Cnt: 4.2424 Backgound Scale: 0.718468. ITERATION NUMBER 636. Current Log-Posterior: 175592 Step Size: 18569.9391 Smoothing Hyper-parameters: 0.039626 0.076868 0.062893 0.020862 0.094815 0.059521 0.099788 Expected Total MS Cnt: 2.43931 Backgound Scale: 0.711723. ITERATION NUMBER 637. Current Log-Posterior: 366808 Step Size: 191216.2297 Smoothing Hyper-parameters: 0.123937 0.090238 0.144347 0.073936 0.075333 0.122043 0.035022 Expected Total MS Cnt: 6.71841 Backgound Scale: 0.716092. ITERATION NUMBER 638. Current Log-Posterior: 144651 Step Size: -222157.6088 Smoothing Hyper-parameters: 0.049233 0.056318 0.077618 0.087203 0.091286 0.046391 0.096088 Expected Total MS Cnt: 1.9904 Backgound Scale: 0.717332. ITERATION NUMBER 639. Current Log-Posterior: 312210 Step Size: 167559.1544 Smoothing Hyper-parameters: 0.106566 0.020086 0.058644 0.116168 0.070785 0.066928 0.094022 Expected Total MS Cnt: 0.930123 Backgound Scale: 0.723441. ITERATION NUMBER 640. Current Log-Posterior: 285718 Step Size: -26491.78954 Smoothing Hyper-parameters: 0.046573 0.090872 0.024898 0.106392 0.062158 0.105585 0.075982 Expected Total MS Cnt: 0.52953 Backgound Scale: 0.704232. ITERATION NUMBER 641. Current Log-Posterior: 331742 Step Size: 46024.41568 Smoothing Hyper-parameters: 0.078412 0.068827 0.083196 0.036998 0.170111 0.027252 0.085684 Expected Total MS Cnt: 1.32319 Backgound Scale: 0.7225. ITERATION NUMBER 642. Current Log-Posterior: 216956 Step Size: -114786.0093 Smoothing Hyper-parameters: 0.074528 0.024044 0.085603 0.098768 0.048019 0.103123 0.031636 Expected Total MS Cnt: 0.218225 Backgound Scale: 0.715771. ITERATION NUMBER 643. Current Log-Posterior: 310602 Step Size: 93645.88995 Smoothing Hyper-parameters: 0.041686 0.068330 0.115724 0.018404 0.062957 0.032628 0.027517 Expected Total MS Cnt: 0.330777 Backgound Scale: 0.716674. ITERATION NUMBER 644. Current Log-Posterior: 355332 Step Size: 44730.19966 Smoothing Hyper-parameters: 0.054586 0.066770 0.049252 0.093252 0.142060 0.064832 0.072820 Expected Total MS Cnt: 0.826622 Backgound Scale: 0.724552. ITERATION NUMBER 645. Current Log-Posterior: 290636 Step Size: -64696.01536 Smoothing Hyper-parameters: 0.077779 0.056097 0.045972 0.069481 0.126419 0.054359 0.040471 Expected Total MS Cnt: 1.82569 Backgound Scale: 0.727787. ITERATION NUMBER 646. Current Log-Posterior: 229909 Step Size: -60727.61474 Smoothing Hyper-parameters: 0.016549 0.139121 0.107869 0.160606 0.004548 0.081689 0.056125 Expected Total MS Cnt: 1.89467 Backgound Scale: 0.714697. ITERATION NUMBER 647. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.115254 0.048581 0.108643 0.059618 0.007414 0.142055 0.088246 Expected Total MS Cnt: 0.460972 Backgound Scale: 0.720847. ITERATION NUMBER 648. Current Log-Posterior: 188117 Step Size: -inf Smoothing Hyper-parameters: 0.082444 0.054589 0.072394 0.031263 0.043245 0.081116 0.021260 Expected Total MS Cnt: 1.28048 Backgound Scale: 0.715985. ITERATION NUMBER 649. Current Log-Posterior: 222947 Step Size: 34830.12146 Smoothing Hyper-parameters: 0.027856 0.093789 0.130038 0.077411 0.089770 0.066734 0.044685 Expected Total MS Cnt: 0.588861 Backgound Scale: 0.71307. ITERATION NUMBER 650. Current Log-Posterior: 477945 Step Size: 254997.5571 Smoothing Hyper-parameters: 0.124006 0.090067 0.080601 0.032787 0.158841 0.151680 0.072979 Expected Total MS Cnt: 0.832097 Backgound Scale: 0.715237. ITERATION NUMBER 651. Current Log-Posterior: 152102 Step Size: -325842.1733 Smoothing Hyper-parameters: 0.125301 0.069727 0.053959 0.124851 0.016581 0.086553 0.089345 Expected Total MS Cnt: 0.278949 Backgound Scale: 0.715349. ITERATION NUMBER 652. Current Log-Posterior: 162401 Step Size: 10298.73953 Smoothing Hyper-parameters: 0.069819 0.077494 0.055358 0.044501 0.108492 0.073132 0.097911 Expected Total MS Cnt: 1.25662 Backgound Scale: 0.727481. ITERATION NUMBER 653. Current Log-Posterior: 232347 Step Size: 69945.5951 Smoothing Hyper-parameters: 0.086480 0.085269 0.049002 0.088743 0.093886 0.105289 0.056438 Expected Total MS Cnt: 1.38827 Backgound Scale: 0.711621. ITERATION NUMBER 654. Current Log-Posterior: 197162 Step Size: -35185.10601 Smoothing Hyper-parameters: 0.117652 0.067193 0.097958 0.019365 0.068060 0.034484 0.073337 Expected Total MS Cnt: 0.0433342 Backgound Scale: 0.71312. ITERATION NUMBER 655. Current Log-Posterior: 170153 Step Size: -27009.00823 Smoothing Hyper-parameters: 0.110514 0.060449 0.185026 0.099120 0.063447 0.050098 0.084523 Expected Total MS Cnt: 1.30439 Backgound Scale: 0.724624. ITERATION NUMBER 656. Current Log-Posterior: 171800 Step Size: 1647.044676 Smoothing Hyper-parameters: 0.041120 0.058524 0.058700 0.113546 0.027414 0.104635 0.065468 Expected Total MS Cnt: 3.61158 Backgound Scale: 0.732741. ITERATION NUMBER 657. Current Log-Posterior: 371226 Step Size: 199426.3172 Smoothing Hyper-parameters: 0.025468 0.099228 0.122430 0.048174 0.049756 0.047331 0.079668 Expected Total MS Cnt: 1.7299 Backgound Scale: 0.715859. ITERATION NUMBER 658. Current Log-Posterior: 518268 Step Size: 147041.9193 Smoothing Hyper-parameters: 0.085032 0.021188 0.100737 0.049389 0.038330 0.052950 0.065268 Expected Total MS Cnt: 0.260073 Backgound Scale: 0.717226. ITERATION NUMBER 659. Current Log-Posterior: 299255 Step Size: -219012.4491 Smoothing Hyper-parameters: 0.050501 0.040650 0.095769 0.091760 0.201155 0.019105 0.103280 Expected Total MS Cnt: 1.26759 Backgound Scale: 0.711505. ITERATION NUMBER 660. Current Log-Posterior: 321902 Step Size: 22646.86628 Smoothing Hyper-parameters: 0.093128 0.028956 0.063322 0.047154 0.035934 0.052759 0.036070 Expected Total MS Cnt: 3.6688 Backgound Scale: 0.711963. ITERATION NUMBER 661. Current Log-Posterior: 257291 Step Size: -64610.85796 Smoothing Hyper-parameters: 0.082543 0.025504 0.119275 0.063004 0.050515 0.049992 0.063573 Expected Total MS Cnt: 5.14086 Backgound Scale: 0.708191. ITERATION NUMBER 662. Current Log-Posterior: 277722 Step Size: 20431.07986 Smoothing Hyper-parameters: 0.043856 0.083929 0.085158 0.037318 0.107976 0.080140 0.072507 Expected Total MS Cnt: 2.51829 Backgound Scale: 0.713705. ITERATION NUMBER 663. Current Log-Posterior: 330574 Step Size: 52851.95957 Smoothing Hyper-parameters: 0.050812 0.062611 0.125820 0.099393 0.026707 0.098326 0.054937 Expected Total MS Cnt: 1.01375 Backgound Scale: 0.717211. ITERATION NUMBER 664. Current Log-Posterior: 299804 Step Size: -30770.75961 Smoothing Hyper-parameters: 0.106638 0.127337 0.050483 0.108120 0.115490 0.072694 0.061835 Expected Total MS Cnt: 2.67794 Backgound Scale: 0.722434. ITERATION NUMBER 665. Current Log-Posterior: 158365 Step Size: -141438.7254 Smoothing Hyper-parameters: 0.031703 0.017788 0.073868 0.038914 0.055150 0.057937 0.098323 Expected Total MS Cnt: 3.43348 Backgound Scale: 0.727304. ITERATION NUMBER 666. Current Log-Posterior: 578277 Step Size: 419912.1748 Smoothing Hyper-parameters: 0.090738 0.081461 0.131864 0.038372 0.059415 0.128192 0.069635 Expected Total MS Cnt: 3.61415 Backgound Scale: 0.723966. ITERATION NUMBER 667. Current Log-Posterior: 183994 Step Size: -394283.0154 Smoothing Hyper-parameters: 0.061410 0.084372 0.120878 0.082151 0.032476 0.011178 0.063101 Expected Total MS Cnt: 5.0351 Backgound Scale: 0.714874. ITERATION NUMBER 668. Current Log-Posterior: 248134 Step Size: 64139.92436 Smoothing Hyper-parameters: 0.143294 0.051120 0.047148 0.022823 0.035959 0.032783 0.084196 Expected Total MS Cnt: 2.02443 Backgound Scale: 0.716559. ITERATION NUMBER 669. Current Log-Posterior: 176107 Step Size: -72026.96273 Smoothing Hyper-parameters: 0.071913 0.085706 0.059931 0.051987 0.049279 0.036612 0.111369 Expected Total MS Cnt: 5.38952 Backgound Scale: 0.723573. ITERATION NUMBER 670. Current Log-Posterior: 224880 Step Size: 48772.73306 Smoothing Hyper-parameters: 0.035910 0.101739 0.102953 0.071590 0.122545 0.087036 0.123521 Expected Total MS Cnt: 6.55823 Backgound Scale: 0.709337. ITERATION NUMBER 671. Current Log-Posterior: 383565 Step Size: 158685.3306 Smoothing Hyper-parameters: 0.042107 0.101234 0.027695 0.080113 0.038025 0.054965 0.031587 Expected Total MS Cnt: 3.49051 Backgound Scale: 0.721324. ITERATION NUMBER 672. Current Log-Posterior: 350478 Step Size: -33086.80089 Smoothing Hyper-parameters: 0.133293 0.048440 0.037225 0.065318 0.042305 0.136202 0.075970 Expected Total MS Cnt: 4.15612 Backgound Scale: 0.72069. ITERATION NUMBER 673. Current Log-Posterior: 184158 Step Size: -166320.2304 Smoothing Hyper-parameters: 0.052199 0.085014 0.046321 0.049795 0.077872 0.169303 0.098702 Expected Total MS Cnt: 2.74504 Backgound Scale: 0.709457. ITERATION NUMBER 674. Current Log-Posterior: 291694 Step Size: 107535.7175 Smoothing Hyper-parameters: 0.107254 0.047980 0.072900 0.024360 0.115272 0.086712 0.074253 Expected Total MS Cnt: 3.15689 Backgound Scale: 0.726015. ITERATION NUMBER 675. Current Log-Posterior: 198661 Step Size: -93033.23553 Smoothing Hyper-parameters: 0.043076 0.070656 0.065845 0.100092 0.024747 0.050627 0.180240 Expected Total MS Cnt: 1.12134 Backgound Scale: 0.726772. ITERATION NUMBER 676. Current Log-Posterior: 346782 Step Size: 148121.7729 Smoothing Hyper-parameters: 0.077934 0.077934 0.136432 0.121287 0.063716 0.048994 0.092497 Expected Total MS Cnt: 6.3362 Backgound Scale: 0.716536. ITERATION NUMBER 677. Current Log-Posterior: 204685 Step Size: -142097.6404 Smoothing Hyper-parameters: 0.120423 0.003402 0.062582 0.029679 0.059397 0.077818 0.049245 Expected Total MS Cnt: 2.96129 Backgound Scale: 0.70862. ITERATION NUMBER 678. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.042449 0.016707 0.072873 0.076208 0.016270 0.045246 0.047889 Expected Total MS Cnt: 6.42109 Backgound Scale: 0.713796. ITERATION NUMBER 679. Current Log-Posterior: 489405 Step Size: -inf Smoothing Hyper-parameters: 0.103555 0.100826 0.113413 0.108778 0.063176 0.096367 0.040244 Expected Total MS Cnt: 6.75215 Backgound Scale: 0.714185. ITERATION NUMBER 680. Current Log-Posterior: 160406 Step Size: -328998.695 Smoothing Hyper-parameters: 0.031881 0.086959 0.111982 0.065442 0.111811 0.117125 0.040745 Expected Total MS Cnt: 9.88852 Backgound Scale: 0.724661. ITERATION NUMBER 681. Current Log-Posterior: 435143 Step Size: 274736.8072 Smoothing Hyper-parameters: 0.027049 0.077543 0.105546 0.005737 0.072019 0.108684 0.039875 Expected Total MS Cnt: 7.20591 Backgound Scale: 0.714133. ITERATION NUMBER 682. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.103613 0.106414 0.114851 0.076169 0.060756 0.089216 0.087594 Expected Total MS Cnt: 4.75732 Backgound Scale: 0.715589. ITERATION NUMBER 683. Current Log-Posterior: 158653 Step Size: -inf Smoothing Hyper-parameters: 0.014021 0.100147 0.097127 0.076923 0.116875 0.086090 0.141755 Expected Total MS Cnt: 9.22472 Backgound Scale: 0.718816. ITERATION NUMBER 684. Current Log-Posterior: 909320 Step Size: 750666.4819 Smoothing Hyper-parameters: 0.024038 0.107833 0.078681 0.028030 0.094007 0.162860 0.056958 Expected Total MS Cnt: 15.0941 Backgound Scale: 0.72157. ITERATION NUMBER 685. Current Log-Posterior: 563539 Step Size: -345780.3654 Smoothing Hyper-parameters: 0.076337 0.062133 0.020010 0.071826 0.064921 0.081267 0.074333 Expected Total MS Cnt: 20.4619 Backgound Scale: 0.706826. ITERATION NUMBER 686. Current Log-Posterior: 250702 Step Size: -312837.0065 Smoothing Hyper-parameters: 0.027437 0.132604 0.068339 0.065617 0.134686 0.086431 0.122469 Expected Total MS Cnt: 20.3368 Backgound Scale: 0.704608. ITERATION NUMBER 687. Current Log-Posterior: 489914 Step Size: 239211.9565 Smoothing Hyper-parameters: 0.018053 0.097779 0.012936 0.078143 0.075178 0.085016 0.106855 Expected Total MS Cnt: 12.5916 Backgound Scale: 0.723981. ITERATION NUMBER 688. Current Log-Posterior: 768171 Step Size: 278256.7558 Smoothing Hyper-parameters: 0.055251 0.123885 0.053078 0.048229 0.114367 0.139426 0.118429 Expected Total MS Cnt: 9.31137 Backgound Scale: 0.714143. ITERATION NUMBER 689. Current Log-Posterior: 265210 Step Size: -502961.0581 Smoothing Hyper-parameters: 0.127407 0.074904 0.083692 0.163585 0.105620 0.107365 0.104866 Expected Total MS Cnt: 5.75677 Backgound Scale: 0.718886. ITERATION NUMBER 690. Current Log-Posterior: 148470 Step Size: -116739.9562 Smoothing Hyper-parameters: 0.033750 0.067123 0.067911 0.058240 0.031650 0.096409 0.050707 Expected Total MS Cnt: 5.00054 Backgound Scale: 0.721907. ITERATION NUMBER 691. Current Log-Posterior: 422697 Step Size: 274226.4117 Smoothing Hyper-parameters: 0.078849 0.167642 0.058944 0.041345 0.043370 0.051166 0.100060 Expected Total MS Cnt: 3.23445 Backgound Scale: 0.718192. ITERATION NUMBER 692. Current Log-Posterior: 195396 Step Size: -227301.0013 Smoothing Hyper-parameters: 0.046418 0.054526 0.053343 0.025311 0.009283 0.060662 0.125940 Expected Total MS Cnt: 1.30769 Backgound Scale: 0.715849. ITERATION NUMBER 693. Current Log-Posterior: 348779 Step Size: 153383.4061 Smoothing Hyper-parameters: 0.119393 0.079323 0.090691 0.015721 0.063261 0.080734 0.101782 Expected Total MS Cnt: 1.68452 Backgound Scale: 0.710312. ITERATION NUMBER 694. Current Log-Posterior: 166077 Step Size: -182701.5591 Smoothing Hyper-parameters: 0.103884 0.087450 0.120906 0.055894 0.080317 0.028261 0.084144 Expected Total MS Cnt: 0.487549 Backgound Scale: 0.723906. ITERATION NUMBER 695. Current Log-Posterior: 165429 Step Size: -648.6580934 Smoothing Hyper-parameters: 0.053567 0.085780 0.078138 0.106186 0.103954 0.069883 0.099920 Expected Total MS Cnt: 2.28419 Backgound Scale: 0.70883. ITERATION NUMBER 696. Current Log-Posterior: 279519 Step Size: 114090.1337 Smoothing Hyper-parameters: 0.132893 0.056003 0.056677 0.048624 0.088620 0.072515 0.049046 Expected Total MS Cnt: 2.62797 Backgound Scale: 0.716435. ITERATION NUMBER 697. Current Log-Posterior: 167782 Step Size: -111736.407 Smoothing Hyper-parameters: 0.066235 0.088432 0.128224 0.056331 0.110739 0.106368 0.074682 Expected Total MS Cnt: 2.21497 Backgound Scale: 0.718673. ITERATION NUMBER 698. Current Log-Posterior: 228686 Step Size: 60903.95747 Smoothing Hyper-parameters: 0.107930 0.072408 0.105728 0.014072 0.072584 0.075049 0.032128 Expected Total MS Cnt: 1.8901 Backgound Scale: 0.706812. ITERATION NUMBER 699. Current Log-Posterior: 180572 Step Size: -48114.66241 Smoothing Hyper-parameters: 0.048029 0.059204 0.078938 0.055762 0.115984 0.084510 0.063611 Expected Total MS Cnt: 2.70808 Backgound Scale: 0.722517. ITERATION NUMBER 700. Current Log-Posterior: 317440 Step Size: 136867.7671 Smoothing Hyper-parameters: 0.048205 0.094041 0.053812 0.088786 0.150541 0.128629 0.059392 Expected Total MS Cnt: 0.0789256 Backgound Scale: 0.719025. ITERATION NUMBER 701. Current Log-Posterior: 309636 Step Size: -7803.754353 Smoothing Hyper-parameters: 0.066751 0.040644 0.050065 0.068669 0.048363 0.128204 0.102862 Expected Total MS Cnt: 0.0948954 Backgound Scale: 0.718879. ITERATION NUMBER 702. Current Log-Posterior: 280664 Step Size: -28971.97019 Smoothing Hyper-parameters: 0.101856 0.078750 0.033543 0.047962 0.098715 0.073589 0.081346 Expected Total MS Cnt: 0.265951 Backgound Scale: 0.718422. ITERATION NUMBER 703. Current Log-Posterior: 186952 Step Size: -93711.95959 Smoothing Hyper-parameters: 0.123140 0.107486 0.123011 0.064727 0.069900 0.092255 0.074145 Expected Total MS Cnt: 1.89903 Backgound Scale: 0.731502. ITERATION NUMBER 704. Current Log-Posterior: 140881 Step Size: -46071.12742 Smoothing Hyper-parameters: 0.024549 0.140379 0.105957 0.085336 0.108222 0.089307 0.116151 Expected Total MS Cnt: 6.08027 Backgound Scale: 0.715618. ITERATION NUMBER 705. Current Log-Posterior: 525279 Step Size: 384398.4404 Smoothing Hyper-parameters: 0.059385 0.098064 0.021573 0.016360 0.029341 0.058075 0.076338 Expected Total MS Cnt: 0.78676 Backgound Scale: 0.713708. ITERATION NUMBER 706. Current Log-Posterior: 284256 Step Size: -241023.3616 Smoothing Hyper-parameters: 0.058540 0.074322 0.130491 0.067054 0.053714 0.086801 0.082958 Expected Total MS Cnt: 2.14309 Backgound Scale: 0.714021. ITERATION NUMBER 707. Current Log-Posterior: 262650 Step Size: -21605.58475 Smoothing Hyper-parameters: 0.057766 0.127982 0.093948 0.035386 0.071154 0.068906 0.137333 Expected Total MS Cnt: 1.74189 Backgound Scale: 0.724086. ITERATION NUMBER 708. Current Log-Posterior: 251790 Step Size: -10860.2056 Smoothing Hyper-parameters: 0.064914 0.033128 0.134910 0.081582 0.132119 0.042383 0.073916 Expected Total MS Cnt: 1.29079 Backgound Scale: 0.726405. ITERATION NUMBER 709. Current Log-Posterior: 291576 Step Size: 39785.81347 Smoothing Hyper-parameters: 0.082775 0.114463 0.135043 0.032952 0.044235 0.163276 0.024505 Expected Total MS Cnt: 1.64467 Backgound Scale: 0.717476. ITERATION NUMBER 710. Current Log-Posterior: 187621 Step Size: -103954.8457 Smoothing Hyper-parameters: 0.127685 0.049282 0.142979 0.033043 0.017092 0.102184 0.105407 Expected Total MS Cnt: 1.67566 Backgound Scale: 0.721841. ITERATION NUMBER 711. Current Log-Posterior: 176194 Step Size: -11426.82895 Smoothing Hyper-parameters: 0.037453 0.064308 0.098041 0.096802 0.027310 0.036168 0.048946 Expected Total MS Cnt: 3.21694 Backgound Scale: 0.723996. ITERATION NUMBER 712. Current Log-Posterior: 383589 Step Size: 207395.0899 Smoothing Hyper-parameters: 0.059731 0.056066 0.044577 0.025108 0.016335 0.037618 0.089888 Expected Total MS Cnt: 1.20882 Backgound Scale: 0.716208. ITERATION NUMBER 713. Current Log-Posterior: 287434 Step Size: -96155.00304 Smoothing Hyper-parameters: 0.028903 0.046505 0.076170 0.061351 0.074049 0.061480 0.073041 Expected Total MS Cnt: 1.23414 Backgound Scale: 0.706217. ITERATION NUMBER 714. Current Log-Posterior: 505172 Step Size: 217737.6899 Smoothing Hyper-parameters: 0.059484 0.103601 0.049591 0.103035 0.059040 0.057150 0.036205 Expected Total MS Cnt: 2.66136 Backgound Scale: 0.721465. ITERATION NUMBER 715. Current Log-Posterior: 249039 Step Size: -256132.6334 Smoothing Hyper-parameters: 0.141800 0.075497 0.047960 0.041444 0.021910 0.102729 0.085569 Expected Total MS Cnt: 2.88062 Backgound Scale: 0.71976. ITERATION NUMBER 716. Current Log-Posterior: 151034 Step Size: -98005.52517 Smoothing Hyper-parameters: 0.125337 0.066463 0.095303 0.050626 0.116714 0.065683 0.083301 Expected Total MS Cnt: 2.38862 Backgound Scale: 0.714973. ITERATION NUMBER 717. Current Log-Posterior: 159319 Step Size: 8284.830269 Smoothing Hyper-parameters: 0.129978 0.073212 0.131709 0.016208 0.072722 0.106488 0.111190 Expected Total MS Cnt: 4.7161 Backgound Scale: 0.715009. ITERATION NUMBER 718. Current Log-Posterior: 159862 Step Size: 543.8588036 Smoothing Hyper-parameters: 0.066682 0.098833 0.111001 0.055332 0.098627 0.071416 0.122157 Expected Total MS Cnt: 1.73277 Backgound Scale: 0.721076. ITERATION NUMBER 719. Current Log-Posterior: 226358 Step Size: 66495.71653 Smoothing Hyper-parameters: 0.080973 0.035696 0.104207 0.018659 0.060973 0.022321 0.082747 Expected Total MS Cnt: 1.48381 Backgound Scale: 0.726646. ITERATION NUMBER 720. Current Log-Posterior: 254373 Step Size: 28015.02734 Smoothing Hyper-parameters: 0.062883 0.056642 0.078818 0.030748 0.045949 0.018910 0.094108 Expected Total MS Cnt: 2.11006 Backgound Scale: 0.716965. ITERATION NUMBER 721. Current Log-Posterior: 266496 Step Size: 12122.7589 Smoothing Hyper-parameters: 0.057444 0.082567 0.085636 0.028032 0.079081 0.088641 0.063050 Expected Total MS Cnt: 2.05924 Backgound Scale: 0.708935. ITERATION NUMBER 722. Current Log-Posterior: 265784 Step Size: -711.8788671 Smoothing Hyper-parameters: 0.096370 0.121322 0.144243 0.102201 0.079488 0.096725 0.124723 Expected Total MS Cnt: 2.51202 Backgound Scale: 0.716824. ITERATION NUMBER 723. Current Log-Posterior: 161481 Step Size: -104302.6689 Smoothing Hyper-parameters: 0.128168 0.119557 0.052723 0.064739 0.057051 0.062422 0.069293 Expected Total MS Cnt: 0.36667 Backgound Scale: 0.71239. ITERATION NUMBER 724. Current Log-Posterior: 143219 Step Size: -18262.02461 Smoothing Hyper-parameters: 0.043944 0.030772 0.073190 0.016199 0.033364 0.054452 0.004798 Expected Total MS Cnt: 0.36961 Backgound Scale: 0.72382. ITERATION NUMBER 725. Current Log-Posterior: 400124 Step Size: 256905.0452 Smoothing Hyper-parameters: 0.027147 0.117377 0.007566 0.030550 0.065375 0.036171 0.027060 Expected Total MS Cnt: 0.966308 Backgound Scale: 0.720768. ITERATION NUMBER 726. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.052283 0.041856 0.047876 0.042302 0.131649 0.033693 0.078654 Expected Total MS Cnt: 0.660833 Backgound Scale: 0.714694. ITERATION NUMBER 727. Current Log-Posterior: 326326 Step Size: -inf Smoothing Hyper-parameters: 0.073582 0.066590 0.044370 0.065632 0.128732 0.135326 0.067757 Expected Total MS Cnt: 0.0792073 Backgound Scale: 0.725605. ITERATION NUMBER 728. Current Log-Posterior: 233257 Step Size: -93069.53555 Smoothing Hyper-parameters: 0.059156 0.060420 0.024913 0.009969 0.020358 0.092383 0.121901 Expected Total MS Cnt: 0.268569 Backgound Scale: 0.707875. ITERATION NUMBER 729. Current Log-Posterior: 306434 Step Size: 73176.86384 Smoothing Hyper-parameters: 0.029365 0.034353 0.059955 0.036828 0.114324 0.068189 0.023537 Expected Total MS Cnt: 1.80992 Backgound Scale: 0.723233. ITERATION NUMBER 730. Current Log-Posterior: 521374 Step Size: 214940.8482 Smoothing Hyper-parameters: 0.099486 0.069670 0.068082 0.014077 0.027770 0.069873 0.058340 Expected Total MS Cnt: 1.80281 Backgound Scale: 0.713663. ITERATION NUMBER 731. Current Log-Posterior: 193453 Step Size: -327921.8827 Smoothing Hyper-parameters: 0.074363 0.112611 0.113610 0.039005 0.102655 0.080307 0.072843 Expected Total MS Cnt: 7.06651 Backgound Scale: 0.714717. ITERATION NUMBER 732. Current Log-Posterior: 202855 Step Size: 9402.25875 Smoothing Hyper-parameters: 0.065565 0.087292 0.120338 0.065453 0.020388 0.105379 0.048261 Expected Total MS Cnt: 0.23356 Backgound Scale: 0.715198. ITERATION NUMBER 733. Current Log-Posterior: 230493 Step Size: 27638.08796 Smoothing Hyper-parameters: 0.043182 0.077723 0.073493 0.119440 0.059670 0.024194 0.074555 Expected Total MS Cnt: 1.17505 Backgound Scale: 0.716978. ITERATION NUMBER 734. Current Log-Posterior: 334700 Step Size: 104207.1501 Smoothing Hyper-parameters: 0.099952 0.052901 0.024397 0.096418 0.084541 0.049215 0.067418 Expected Total MS Cnt: 0.0644789 Backgound Scale: 0.719403. ITERATION NUMBER 735. Current Log-Posterior: 218472 Step Size: -116227.8914 Smoothing Hyper-parameters: 0.092761 0.039763 0.075129 0.066057 0.043900 0.093664 0.092530 Expected Total MS Cnt: 0.0679998 Backgound Scale: 0.719422. ITERATION NUMBER 736. Current Log-Posterior: 227479 Step Size: 9006.417249 Smoothing Hyper-parameters: 0.076482 0.092515 0.068714 0.058906 0.053765 0.048207 0.043656 Expected Total MS Cnt: 1.15556 Backgound Scale: 0.719545. ITERATION NUMBER 737. Current Log-Posterior: 206749 Step Size: -20729.5862 Smoothing Hyper-parameters: 0.116584 0.092515 0.033161 0.030458 0.053135 0.042715 0.029750 Expected Total MS Cnt: 0.881323 Backgound Scale: 0.719263. ITERATION NUMBER 738. Current Log-Posterior: 171817 Step Size: -34931.77426 Smoothing Hyper-parameters: 0.089719 0.045714 0.056209 0.096014 0.026002 0.111269 0.067676 Expected Total MS Cnt: 0.22095 Backgound Scale: 0.713349. ITERATION NUMBER 739. Current Log-Posterior: 222854 Step Size: 51037.21372 Smoothing Hyper-parameters: 0.109150 0.109660 0.029999 0.057608 0.050803 0.128416 0.029826 Expected Total MS Cnt: 1.57771 Backgound Scale: 0.72289. ITERATION NUMBER 740. Current Log-Posterior: 173320 Step Size: -49534.01971 Smoothing Hyper-parameters: 0.024814 0.078234 0.064803 0.083417 0.105439 0.013654 0.035346 Expected Total MS Cnt: 1.29768 Backgound Scale: 0.712152. ITERATION NUMBER 741. Current Log-Posterior: 545369 Step Size: 372048.7098 Smoothing Hyper-parameters: 0.062539 0.045940 0.109953 0.090103 0.113715 0.090009 0.050248 Expected Total MS Cnt: 1.69389 Backgound Scale: 0.714155. ITERATION NUMBER 742. Current Log-Posterior: 273494 Step Size: -271875.0553 Smoothing Hyper-parameters: 0.106888 0.070443 0.118226 0.071609 0.083982 0.099926 0.142984 Expected Total MS Cnt: 4.89485 Backgound Scale: 0.705031. ITERATION NUMBER 743. Current Log-Posterior: 169140 Step Size: -104353.674 Smoothing Hyper-parameters: 0.068433 0.054488 0.059516 0.032659 0.084815 0.050193 0.065754 Expected Total MS Cnt: 5.47444 Backgound Scale: 0.726443. ITERATION NUMBER 744. Current Log-Posterior: 251747 Step Size: 82606.30014 Smoothing Hyper-parameters: 0.073565 0.026084 0.114943 0.044963 0.102221 0.100315 0.089973 Expected Total MS Cnt: 1.6636 Backgound Scale: 0.716348. ITERATION NUMBER 745. Current Log-Posterior: 295357 Step Size: 43610.26 Smoothing Hyper-parameters: 0.133797 0.048128 0.064145 0.102290 0.030583 0.063989 0.096237 Expected Total MS Cnt: 0.456764 Backgound Scale: 0.713699. ITERATION NUMBER 746. Current Log-Posterior: 174382 Step Size: -120974.9042 Smoothing Hyper-parameters: 0.073231 0.046431 0.079705 0.126132 0.007966 0.106943 0.044757 Expected Total MS Cnt: 6.05489 Backgound Scale: 0.712433. ITERATION NUMBER 747. Current Log-Posterior: 250701 Step Size: 76319.26212 Smoothing Hyper-parameters: 0.099629 0.127054 0.029792 0.045279 0.055002 0.112354 0.048129 Expected Total MS Cnt: 3.09187 Backgound Scale: 0.722158. ITERATION NUMBER 748. Current Log-Posterior: 181045 Step Size: -69656.45587 Smoothing Hyper-parameters: 0.073925 0.039478 0.112731 0.145990 0.079054 0.039301 0.053049 Expected Total MS Cnt: 7.91501 Backgound Scale: 0.720714. ITERATION NUMBER 749. Current Log-Posterior: 249848 Step Size: 68803.64312 Smoothing Hyper-parameters: 0.070920 0.121566 0.085965 0.018375 0.079049 0.090198 0.084858 Expected Total MS Cnt: 3.4026 Backgound Scale: 0.720428. ITERATION NUMBER 750. Current Log-Posterior: 221468 Step Size: -28380.77052 Smoothing Hyper-parameters: 0.068548 0.156404 0.027566 0.048088 0.054587 0.075714 0.089636 Expected Total MS Cnt: 3.41667 Backgound Scale: 0.715943. ITERATION NUMBER 751. Current Log-Posterior: 231062 Step Size: 9594.427246 Smoothing Hyper-parameters: 0.042488 0.044978 0.021121 0.074373 0.094516 0.122761 0.045647 Expected Total MS Cnt: 1.28363 Backgound Scale: 0.723218. ITERATION NUMBER 752. Current Log-Posterior: 398021 Step Size: 166958.5141 Smoothing Hyper-parameters: 0.075397 0.078868 0.099164 0.085686 0.014723 0.022918 0.089152 Expected Total MS Cnt: 3.00444 Backgound Scale: 0.717597. ITERATION NUMBER 753. Current Log-Posterior: 215949 Step Size: -182071.8522 Smoothing Hyper-parameters: 0.076307 0.099515 0.064363 0.106781 0.125116 0.042013 0.033238 Expected Total MS Cnt: 1.74689 Backgound Scale: 0.725788. ITERATION NUMBER 754. Current Log-Posterior: 206151 Step Size: -9797.535672 Smoothing Hyper-parameters: 0.133049 0.057344 0.124826 0.056762 0.043686 0.065219 0.125338 Expected Total MS Cnt: 0.173478 Backgound Scale: 0.725424. ITERATION NUMBER 755. Current Log-Posterior: 157518 Step Size: -48633.39441 Smoothing Hyper-parameters: 0.055842 0.116603 0.059092 0.078544 0.096595 0.098998 0.048784 Expected Total MS Cnt: 0.0616856 Backgound Scale: 0.717779. ITERATION NUMBER 756. Current Log-Posterior: 258327 Step Size: 100809.5358 Smoothing Hyper-parameters: 0.131717 0.051086 0.024407 0.008862 0.112196 0.022578 0.029537 Expected Total MS Cnt: 0.484427 Backgound Scale: 0.71735. ITERATION NUMBER 757. Current Log-Posterior: 206362 Step Size: -51965.65365 Smoothing Hyper-parameters: 0.091280 0.138248 0.089136 0.086373 0.095339 0.125757 0.089017 Expected Total MS Cnt: 0.848705 Backgound Scale: 0.721198. ITERATION NUMBER 758. Current Log-Posterior: 169144 Step Size: -37217.24592 Smoothing Hyper-parameters: 0.074496 0.067062 0.046751 0.073763 0.109390 0.072125 0.031025 Expected Total MS Cnt: 0.960398 Backgound Scale: 0.714406. ITERATION NUMBER 759. Current Log-Posterior: 228652 Step Size: 59507.69262 Smoothing Hyper-parameters: 0.112644 0.082503 0.082668 0.077405 0.100283 0.065050 0.075776 Expected Total MS Cnt: 0.573027 Backgound Scale: 0.717871. ITERATION NUMBER 760. Current Log-Posterior: 159549 Step Size: -69103.23635 Smoothing Hyper-parameters: 0.054464 0.103844 0.138384 0.129504 0.043598 0.061080 0.117911 Expected Total MS Cnt: 0.551345 Backgound Scale: 0.712251. ITERATION NUMBER 761. Current Log-Posterior: 260178 Step Size: 100628.7897 Smoothing Hyper-parameters: 0.066221 0.089137 0.072730 0.034104 0.076486 0.114977 0.063208 Expected Total MS Cnt: 0.367085 Backgound Scale: 0.716449. ITERATION NUMBER 762. Current Log-Posterior: 238217 Step Size: -21960.30886 Smoothing Hyper-parameters: 0.028240 0.130473 0.091760 0.122636 0.079313 0.061307 0.014448 Expected Total MS Cnt: 0.0937846 Backgound Scale: 0.710943. ITERATION NUMBER 763. Current Log-Posterior: 468020 Step Size: 229802.6701 Smoothing Hyper-parameters: 0.082454 0.054270 0.035607 0.099430 0.101417 0.021678 0.079285 Expected Total MS Cnt: 0.0718359 Backgound Scale: 0.70538. ITERATION NUMBER 764. Current Log-Posterior: 229378 Step Size: -238641.8755 Smoothing Hyper-parameters: 0.067622 0.123229 0.080541 0.080197 0.082950 0.075705 0.056831 Expected Total MS Cnt: 0.0292235 Backgound Scale: 0.723506. ITERATION NUMBER 765. Current Log-Posterior: 220728 Step Size: -8650.384622 Smoothing Hyper-parameters: 0.082360 0.071419 0.136683 0.122054 0.095900 0.032151 0.043871 Expected Total MS Cnt: 0.279161 Backgound Scale: 0.724673. ITERATION NUMBER 766. Current Log-Posterior: 201675 Step Size: -19052.70939 Smoothing Hyper-parameters: 0.071585 0.094095 0.028842 0.022299 0.056378 0.099595 0.035211 Expected Total MS Cnt: 1.57086 Backgound Scale: 0.717896. ITERATION NUMBER 767. Current Log-Posterior: 239199 Step Size: 37524.36628 Smoothing Hyper-parameters: 0.093012 0.042142 0.069579 0.092106 0.050668 0.084918 0.024852 Expected Total MS Cnt: 1.96448 Backgound Scale: 0.72576. ITERATION NUMBER 768. Current Log-Posterior: 221603 Step Size: -17596.08956 Smoothing Hyper-parameters: 0.037286 0.081249 0.173526 0.118567 0.055625 0.079438 0.107563 Expected Total MS Cnt: 1.31136 Backgound Scale: 0.718531. ITERATION NUMBER 769. Current Log-Posterior: 375134 Step Size: 153530.5711 Smoothing Hyper-parameters: 0.091420 0.092568 0.053416 0.011045 0.066742 0.010641 0.086858 Expected Total MS Cnt: 0.720702 Backgound Scale: 0.732942. ITERATION NUMBER 770. Current Log-Posterior: 202965 Step Size: -172168.9497 Smoothing Hyper-parameters: 0.047483 0.152213 0.061416 0.074101 0.047921 0.112407 0.037096 Expected Total MS Cnt: 0.895596 Backgound Scale: 0.718292. ITERATION NUMBER 771. Current Log-Posterior: 294774 Step Size: 91808.71613 Smoothing Hyper-parameters: 0.076018 0.116112 0.113319 0.107888 0.153030 0.079993 0.040215 Expected Total MS Cnt: 1.9207 Backgound Scale: 0.708933. ITERATION NUMBER 772. Current Log-Posterior: 197258 Step Size: -97515.72387 Smoothing Hyper-parameters: 0.049141 0.096430 0.097169 0.053567 0.132941 0.071895 0.057947 Expected Total MS Cnt: 1.68421 Backgound Scale: 0.706734. ITERATION NUMBER 773. Current Log-Posterior: 291995 Step Size: 94736.96302 Smoothing Hyper-parameters: 0.034796 0.075686 0.059216 0.062384 0.103468 0.029400 0.086687 Expected Total MS Cnt: 4.16391 Backgound Scale: 0.709697. ITERATION NUMBER 774. Current Log-Posterior: 411283 Step Size: 119287.5236 Smoothing Hyper-parameters: 0.104696 0.064346 0.090470 0.055091 0.036220 0.036526 0.023680 Expected Total MS Cnt: 9.14764 Backgound Scale: 0.72703. ITERATION NUMBER 775. Current Log-Posterior: 180317 Step Size: -230965.1192 Smoothing Hyper-parameters: 0.119800 0.139880 0.074875 0.102999 0.165711 0.087465 0.105094 Expected Total MS Cnt: 4.34967 Backgound Scale: 0.711526. ITERATION NUMBER 776. Current Log-Posterior: 137558 Step Size: -42759.78121 Smoothing Hyper-parameters: 0.093794 0.027052 0.089994 0.031860 0.091686 0.081280 0.148538 Expected Total MS Cnt: 5.89048 Backgound Scale: 0.715922. ITERATION NUMBER 777. Current Log-Posterior: 258544 Step Size: 120986.5819 Smoothing Hyper-parameters: 0.056883 0.039211 0.053136 0.050977 0.025607 0.073808 0.107308 Expected Total MS Cnt: 6.8842 Backgound Scale: 0.709213. ITERATION NUMBER 778. Current Log-Posterior: 314647 Step Size: 56102.6776 Smoothing Hyper-parameters: 0.020869 0.109245 0.083088 0.079737 0.035378 0.032885 0.040289 Expected Total MS Cnt: 4.67526 Backgound Scale: 0.716705. ITERATION NUMBER 779. Current Log-Posterior: 631352 Step Size: 316704.8234 Smoothing Hyper-parameters: 0.109924 0.061693 0.064853 0.111851 0.056493 0.044235 0.041376 Expected Total MS Cnt: 5.04779 Backgound Scale: 0.707522. ITERATION NUMBER 780. Current Log-Posterior: 177929 Step Size: -453422.4152 Smoothing Hyper-parameters: 0.128045 0.071122 0.079756 0.069885 0.018190 0.038431 0.041007 Expected Total MS Cnt: 3.90692 Backgound Scale: 0.717634. ITERATION NUMBER 781. Current Log-Posterior: 155107 Step Size: -22822.41878 Smoothing Hyper-parameters: 0.056616 0.109731 0.088645 0.077974 0.060743 0.030689 0.097611 Expected Total MS Cnt: 3.38944 Backgound Scale: 0.726275. ITERATION NUMBER 782. Current Log-Posterior: 259806 Step Size: 104698.6843 Smoothing Hyper-parameters: 0.074972 0.128215 0.101806 0.040137 0.033255 0.035532 0.083287 Expected Total MS Cnt: 4.25797 Backgound Scale: 0.724112. ITERATION NUMBER 783. Current Log-Posterior: 202270 Step Size: -57535.97952 Smoothing Hyper-parameters: 0.083911 0.073220 0.152330 0.137576 0.087170 0.105793 0.054208 Expected Total MS Cnt: 4.82036 Backgound Scale: 0.710337. ITERATION NUMBER 784. Current Log-Posterior: 197306 Step Size: -4963.294358 Smoothing Hyper-parameters: 0.094337 0.036625 0.098008 0.094396 0.098555 0.092867 0.106652 Expected Total MS Cnt: 6.56362 Backgound Scale: 0.720014. ITERATION NUMBER 785. Current Log-Posterior: 223046 Step Size: 25739.89062 Smoothing Hyper-parameters: 0.079745 0.076924 0.097200 0.084219 0.049066 0.019365 0.081309 Expected Total MS Cnt: 13.3757 Backgound Scale: 0.715726. ITERATION NUMBER 786. Current Log-Posterior: 207015 Step Size: -16030.67296 Smoothing Hyper-parameters: 0.055296 0.026280 0.076215 0.105765 0.048708 0.080944 0.083908 Expected Total MS Cnt: 12.5088 Backgound Scale: 0.711306. ITERATION NUMBER 787. Current Log-Posterior: 348381 Step Size: 141365.2945 Smoothing Hyper-parameters: 0.065531 0.067083 0.065992 0.025491 0.064796 0.098348 0.038901 Expected Total MS Cnt: 18.4837 Backgound Scale: 0.711863. ITERATION NUMBER 788. Current Log-Posterior: 254232 Step Size: -94149.14373 Smoothing Hyper-parameters: 0.075130 0.071247 0.067362 0.098980 0.109645 0.192180 0.040334 Expected Total MS Cnt: 11.705 Backgound Scale: 0.71554. ITERATION NUMBER 789. Current Log-Posterior: 218685 Step Size: -35546.60229 Smoothing Hyper-parameters: 0.119349 0.033930 0.071785 0.047031 0.148448 0.058494 0.052149 Expected Total MS Cnt: 13.0556 Backgound Scale: 0.71079. ITERATION NUMBER 790. Current Log-Posterior: 207837 Step Size: -10847.64878 Smoothing Hyper-parameters: 0.079306 0.042087 0.039166 0.134200 0.123047 0.109047 0.056222 Expected Total MS Cnt: 5.85355 Backgound Scale: 0.708299. ITERATION NUMBER 791. Current Log-Posterior: 248892 Step Size: 41054.81063 Smoothing Hyper-parameters: 0.044200 0.021861 0.118845 0.145408 0.168110 0.058248 0.079582 Expected Total MS Cnt: 7.4239 Backgound Scale: 0.715489. ITERATION NUMBER 792. Current Log-Posterior: 425450 Step Size: 176557.8705 Smoothing Hyper-parameters: 0.057777 0.086872 0.102038 0.069501 0.100673 0.114020 0.033934 Expected Total MS Cnt: 12.9597 Backgound Scale: 0.708533. ITERATION NUMBER 793. Current Log-Posterior: 258362 Step Size: -167088.3214 Smoothing Hyper-parameters: 0.062146 0.099868 0.067850 0.109316 0.065425 0.059874 0.085228 Expected Total MS Cnt: 9.99416 Backgound Scale: 0.721633. ITERATION NUMBER 794. Current Log-Posterior: 239940 Step Size: -18422.13997 Smoothing Hyper-parameters: 0.040511 0.041892 0.072285 0.046257 0.096568 0.110212 0.061697 Expected Total MS Cnt: 12.5924 Backgound Scale: 0.709368. ITERATION NUMBER 795. Current Log-Posterior: 391856 Step Size: 151916.8258 Smoothing Hyper-parameters: 0.134275 0.025915 0.068303 0.087452 0.050650 0.143077 0.081346 Expected Total MS Cnt: 10.8021 Backgound Scale: 0.711522. ITERATION NUMBER 796. Current Log-Posterior: 225048 Step Size: -166808.2434 Smoothing Hyper-parameters: 0.118529 0.090253 0.040062 0.088727 0.073278 0.095438 0.114344 Expected Total MS Cnt: 12.4698 Backgound Scale: 0.715387. ITERATION NUMBER 797. Current Log-Posterior: 162555 Step Size: -62493.45583 Smoothing Hyper-parameters: 0.066337 0.075381 0.021562 0.089002 0.027331 0.083828 0.106632 Expected Total MS Cnt: 16.0178 Backgound Scale: 0.725422. ITERATION NUMBER 798. Current Log-Posterior: 266719 Step Size: 104164.4107 Smoothing Hyper-parameters: 0.055834 0.111041 0.123372 0.049448 0.073642 0.144611 0.104230 Expected Total MS Cnt: 4.93535 Backgound Scale: 0.712206. ITERATION NUMBER 799. Current Log-Posterior: 256683 Step Size: -10036.30458 Smoothing Hyper-parameters: 0.128376 0.115520 0.089032 0.191326 0.171057 0.099922 0.127658 Expected Total MS Cnt: 7.46594 Backgound Scale: 0.719454. ITERATION NUMBER 800. Current Log-Posterior: 134313 Step Size: -122370.1829 Smoothing Hyper-parameters: 0.054922 0.051579 0.085477 0.090972 0.093183 0.116701 0.079502 Expected Total MS Cnt: 7.90591 Backgound Scale: 0.716617. ITERATION NUMBER 801. Current Log-Posterior: 294977 Step Size: 160664.6213 Smoothing Hyper-parameters: 0.026112 0.114663 0.126633 0.110273 0.041468 0.090795 0.061852 Expected Total MS Cnt: 9.83872 Backgound Scale: 0.714755. ITERATION NUMBER 802. Current Log-Posterior: 503056 Step Size: 208079.1192 Smoothing Hyper-parameters: 0.095359 0.081416 0.105234 0.063305 0.056698 0.097483 0.064698 Expected Total MS Cnt: 5.1945 Backgound Scale: 0.708985. ITERATION NUMBER 803. Current Log-Posterior: 179833 Step Size: -323223.1629 Smoothing Hyper-parameters: 0.076850 0.048867 0.038794 0.029308 0.088086 0.154190 0.047048 Expected Total MS Cnt: 7.08194 Backgound Scale: 0.706828. ITERATION NUMBER 804. Current Log-Posterior: 247454 Step Size: 67620.97317 Smoothing Hyper-parameters: 0.051625 0.089981 0.083992 0.124123 0.090820 0.110884 0.121163 Expected Total MS Cnt: 2.86293 Backgound Scale: 0.713931. ITERATION NUMBER 805. Current Log-Posterior: 284698 Step Size: 37244.00634 Smoothing Hyper-parameters: 0.072063 0.087475 0.101681 0.083615 0.050316 0.091403 0.054053 Expected Total MS Cnt: 6.3545 Backgound Scale: 0.725329. ITERATION NUMBER 806. Current Log-Posterior: 215143 Step Size: -69555.62724 Smoothing Hyper-parameters: 0.058089 0.027177 0.035308 0.031506 0.033276 0.042966 0.078501 Expected Total MS Cnt: 1.60504 Backgound Scale: 0.723682. ITERATION NUMBER 807. Current Log-Posterior: 352449 Step Size: 137306.507 Smoothing Hyper-parameters: 0.089299 0.099400 0.022076 0.046836 0.056364 0.058003 0.024057 Expected Total MS Cnt: 3.44214 Backgound Scale: 0.71002. ITERATION NUMBER 808. Current Log-Posterior: 206644 Step Size: -145804.8624 Smoothing Hyper-parameters: 0.058642 0.018424 0.010425 0.104733 0.073765 0.066876 0.080205 Expected Total MS Cnt: 2.38296 Backgound Scale: 0.710463. ITERATION NUMBER 809. Current Log-Posterior: 450444 Step Size: 243800.0758 Smoothing Hyper-parameters: 0.006910 0.154916 0.050421 0.045326 0.076118 0.073719 0.040001 Expected Total MS Cnt: 5.07323 Backgound Scale: 0.708205. ITERATION NUMBER 810. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.038262 0.024958 0.079339 0.067233 0.113952 0.045107 0.025649 Expected Total MS Cnt: 3.6147 Backgound Scale: 0.717813. ITERATION NUMBER 811. Current Log-Posterior: 452543 Step Size: -inf Smoothing Hyper-parameters: 0.096419 0.086852 0.048819 0.043384 0.083909 0.131969 0.053982 Expected Total MS Cnt: 2.3743 Backgound Scale: 0.702342. ITERATION NUMBER 812. Current Log-Posterior: 184324 Step Size: -268218.4462 Smoothing Hyper-parameters: 0.050959 0.153844 0.045806 0.096640 0.078823 0.062357 0.143018 Expected Total MS Cnt: 1.63479 Backgound Scale: 0.716548. ITERATION NUMBER 813. Current Log-Posterior: 279892 Step Size: 95567.69111 Smoothing Hyper-parameters: 0.032681 0.124926 0.106562 0.085635 0.038675 0.086023 0.015880 Expected Total MS Cnt: 5.31992 Backgound Scale: 0.715196. ITERATION NUMBER 814. Current Log-Posterior: 409562 Step Size: 129669.9396 Smoothing Hyper-parameters: 0.081504 0.118058 0.082383 0.170409 0.035085 0.017972 0.048005 Expected Total MS Cnt: 6.13629 Backgound Scale: 0.715406. ITERATION NUMBER 815. Current Log-Posterior: 191172 Step Size: -218389.7603 Smoothing Hyper-parameters: 0.078977 0.071312 0.059776 0.054103 0.030306 0.015515 0.142839 Expected Total MS Cnt: 11.1832 Backgound Scale: 0.71822. ITERATION NUMBER 816. Current Log-Posterior: 217537 Step Size: 26364.36065 Smoothing Hyper-parameters: 0.102778 0.074867 0.043766 0.113823 0.060456 0.053573 0.095095 Expected Total MS Cnt: 5.30927 Backgound Scale: 0.710736. ITERATION NUMBER 817. Current Log-Posterior: 181549 Step Size: -35987.75625 Smoothing Hyper-parameters: 0.040048 0.121588 0.045532 0.073535 0.027773 0.095666 0.063887 Expected Total MS Cnt: 14.3881 Backgound Scale: 0.716549. ITERATION NUMBER 818. Current Log-Posterior: 353335 Step Size: 171786.02 Smoothing Hyper-parameters: 0.058379 0.110181 0.013342 0.068759 0.059327 0.116945 0.058385 Expected Total MS Cnt: 9.66076 Backgound Scale: 0.711993. ITERATION NUMBER 819. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.066594 0.128998 0.085363 0.072487 0.076364 0.115316 0.014487 Expected Total MS Cnt: 12.9912 Backgound Scale: 0.719131. ITERATION NUMBER 820. Current Log-Posterior: 222192 Step Size: -inf Smoothing Hyper-parameters: 0.066594 0.119370 0.084998 0.093931 0.037761 0.049194 0.079067 Expected Total MS Cnt: 14.3852 Backgound Scale: 0.712631. ITERATION NUMBER 821. Current Log-Posterior: 223885 Step Size: 1692.366905 Smoothing Hyper-parameters: 0.050431 0.119611 0.078342 0.032150 0.072470 0.084699 0.097973 Expected Total MS Cnt: 11.1512 Backgound Scale: 0.728485. ITERATION NUMBER 822. Current Log-Posterior: 286860 Step Size: 62974.89713 Smoothing Hyper-parameters: 0.034419 0.027723 0.061551 0.090234 0.138978 0.034427 0.105853 Expected Total MS Cnt: 16.6909 Backgound Scale: 0.723805. ITERATION NUMBER 823. Current Log-Posterior: 482602 Step Size: 195742.6266 Smoothing Hyper-parameters: 0.063496 0.064166 0.088587 0.123401 0.003850 0.013334 0.137522 Expected Total MS Cnt: 16.9558 Backgound Scale: 0.720349. ITERATION NUMBER 824. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.088578 0.066854 0.042659 0.076898 0.114436 0.021756 0.110712 Expected Total MS Cnt: 18.889 Backgound Scale: 0.714792. ITERATION NUMBER 825. Current Log-Posterior: 208049 Step Size: -inf Smoothing Hyper-parameters: 0.066580 0.042680 0.062772 0.087002 0.061798 0.042856 0.074795 Expected Total MS Cnt: 22.1451 Backgound Scale: 0.705063. ITERATION NUMBER 826. Current Log-Posterior: 274132 Step Size: 66082.61844 Smoothing Hyper-parameters: 0.086602 0.147892 0.050139 0.079080 0.091302 0.056238 0.060558 Expected Total MS Cnt: 25.5619 Backgound Scale: 0.715075. ITERATION NUMBER 827. Current Log-Posterior: 180519 Step Size: -93612.73325 Smoothing Hyper-parameters: 0.061348 0.074037 0.013773 0.076113 0.066106 0.065972 0.062587 Expected Total MS Cnt: 19.788 Backgound Scale: 0.704274. ITERATION NUMBER 828. Current Log-Posterior: 301858 Step Size: 121339.4958 Smoothing Hyper-parameters: 0.138998 0.034065 0.105582 0.072843 0.053397 0.074740 0.079707 Expected Total MS Cnt: 25.0498 Backgound Scale: 0.720593. ITERATION NUMBER 829. Current Log-Posterior: 189678 Step Size: -112180.0426 Smoothing Hyper-parameters: 0.092939 0.025345 0.066489 0.048832 0.080869 0.083989 0.029140 Expected Total MS Cnt: 19.1594 Backgound Scale: 0.715235. ITERATION NUMBER 830. Current Log-Posterior: 270885 Step Size: 81207.04824 Smoothing Hyper-parameters: 0.067224 0.095358 0.094695 0.018508 0.057971 0.098585 0.093367 Expected Total MS Cnt: 18.8534 Backgound Scale: 0.715084. ITERATION NUMBER 831. Current Log-Posterior: 236725 Step Size: -34160.22224 Smoothing Hyper-parameters: 0.027249 0.087309 0.040366 0.098322 0.025604 0.063085 0.121513 Expected Total MS Cnt: 15.4976 Backgound Scale: 0.716552. ITERATION NUMBER 832. Current Log-Posterior: 506308 Step Size: 269582.753 Smoothing Hyper-parameters: 0.101643 0.060474 0.085613 0.037399 0.124691 0.052704 0.064371 Expected Total MS Cnt: 25.8847 Backgound Scale: 0.722089. ITERATION NUMBER 833. Current Log-Posterior: 185965 Step Size: -320343.2629 Smoothing Hyper-parameters: 0.053965 0.025866 0.081970 0.088936 0.086896 0.128618 0.112744 Expected Total MS Cnt: 17.3595 Backgound Scale: 0.723312. ITERATION NUMBER 834. Current Log-Posterior: 359172 Step Size: 173207.3555 Smoothing Hyper-parameters: 0.071149 0.121000 0.032793 0.080728 0.095668 0.126629 0.162429 Expected Total MS Cnt: 8.749 Backgound Scale: 0.709775. ITERATION NUMBER 835. Current Log-Posterior: 223877 Step Size: -135294.6728 Smoothing Hyper-parameters: 0.038075 0.076260 0.074023 0.036038 0.033582 0.086069 0.085199 Expected Total MS Cnt: 8.97348 Backgound Scale: 0.718482. ITERATION NUMBER 836. Current Log-Posterior: 377895 Step Size: 154018.1125 Smoothing Hyper-parameters: 0.053593 0.097912 0.090919 0.033851 0.046703 0.100373 0.128999 Expected Total MS Cnt: 22.1206 Backgound Scale: 0.710629. ITERATION NUMBER 837. Current Log-Posterior: 276417 Step Size: -101478.1942 Smoothing Hyper-parameters: 0.092379 0.100626 0.109032 0.066263 0.073164 0.023940 0.120995 Expected Total MS Cnt: 5.41321 Backgound Scale: 0.727079. ITERATION NUMBER 838. Current Log-Posterior: 176574 Step Size: -99843.1442 Smoothing Hyper-parameters: 0.043599 0.101463 0.052943 0.057147 0.030171 0.143698 0.101943 Expected Total MS Cnt: 7.50395 Backgound Scale: 0.71165. ITERATION NUMBER 839. Current Log-Posterior: 328604 Step Size: 152029.6906 Smoothing Hyper-parameters: 0.117289 0.050809 0.105851 0.117863 0.095880 0.127682 0.077764 Expected Total MS Cnt: 6.67799 Backgound Scale: 0.712583. ITERATION NUMBER 840. Current Log-Posterior: 175791 Step Size: -152812.8201 Smoothing Hyper-parameters: 0.057893 0.108698 0.081991 0.038672 0.119743 0.086696 0.086532 Expected Total MS Cnt: 8.51089 Backgound Scale: 0.713947. ITERATION NUMBER 841. Current Log-Posterior: 255866 Step Size: 80075.00086 Smoothing Hyper-parameters: 0.034401 0.119130 0.061565 0.063544 0.083475 0.067490 0.118882 Expected Total MS Cnt: 2.77798 Backgound Scale: 0.716833. ITERATION NUMBER 842. Current Log-Posterior: 394054 Step Size: 138188.3329 Smoothing Hyper-parameters: 0.093899 0.093579 0.073596 0.108348 0.046734 0.005908 0.050282 Expected Total MS Cnt: 1.26602 Backgound Scale: 0.702669. ITERATION NUMBER 843. Current Log-Posterior: 180691 Step Size: -213363.5353 Smoothing Hyper-parameters: 0.044437 0.139430 0.039954 0.113690 0.013974 0.137762 0.091928 Expected Total MS Cnt: 2.01037 Backgound Scale: 0.709385. ITERATION NUMBER 844. Current Log-Posterior: 322824 Step Size: 142133.1274 Smoothing Hyper-parameters: 0.078249 0.083994 0.040983 0.044429 0.081020 0.121983 0.054387 Expected Total MS Cnt: 0.669713 Backgound Scale: 0.707771. ITERATION NUMBER 845. Current Log-Posterior: 219011 Step Size: -103813.3322 Smoothing Hyper-parameters: 0.125177 0.060697 0.028449 0.041041 0.030225 0.029284 0.097003 Expected Total MS Cnt: 1.12769 Backgound Scale: 0.721387. ITERATION NUMBER 846. Current Log-Posterior: 183612 Step Size: -35398.5342 Smoothing Hyper-parameters: 0.065451 0.118362 0.062092 0.097393 0.040316 0.090686 0.095412 Expected Total MS Cnt: 3.48075 Backgound Scale: 0.723218. ITERATION NUMBER 847. Current Log-Posterior: 229849 Step Size: 46237.19924 Smoothing Hyper-parameters: 0.083011 0.089931 0.064863 0.120221 0.051670 0.083377 0.035718 Expected Total MS Cnt: 0.457951 Backgound Scale: 0.706339. ITERATION NUMBER 848. Current Log-Posterior: 197844 Step Size: -32004.90369 Smoothing Hyper-parameters: 0.060093 0.050270 0.054678 0.089704 0.041130 0.099880 0.099307 Expected Total MS Cnt: 1.41701 Backgound Scale: 0.719021. ITERATION NUMBER 849. Current Log-Posterior: 282108 Step Size: 84264.0518 Smoothing Hyper-parameters: 0.063333 0.122029 0.071898 0.089499 0.108134 0.095505 0.062128 Expected Total MS Cnt: 0.526889 Backgound Scale: 0.721481. ITERATION NUMBER 850. Current Log-Posterior: 229221 Step Size: -52887.27496 Smoothing Hyper-parameters: 0.044677 0.025643 0.055768 0.136854 0.052832 0.059352 0.090231 Expected Total MS Cnt: 2.63665 Backgound Scale: 0.721892. ITERATION NUMBER 851. Current Log-Posterior: 406474 Step Size: 177252.6895 Smoothing Hyper-parameters: 0.031255 0.038463 0.077340 0.052000 0.097441 0.141760 0.039848 Expected Total MS Cnt: 1.02752 Backgound Scale: 0.709441. ITERATION NUMBER 852. Current Log-Posterior: 481813 Step Size: 75339.20095 Smoothing Hyper-parameters: 0.126984 0.036823 0.141078 0.088510 0.074996 0.039737 0.060681 Expected Total MS Cnt: 0.847151 Backgound Scale: 0.72334. ITERATION NUMBER 853. Current Log-Posterior: 190337 Step Size: -291475.9551 Smoothing Hyper-parameters: 0.096976 0.112055 0.033889 0.057412 0.136887 0.043662 0.053901 Expected Total MS Cnt: 0.273345 Backgound Scale: 0.714601. ITERATION NUMBER 854. Current Log-Posterior: 182306 Step Size: -8031.237904 Smoothing Hyper-parameters: 0.020082 0.026101 0.066185 0.059062 0.065780 0.099887 0.018294 Expected Total MS Cnt: 1.3039 Backgound Scale: 0.718047. ITERATION NUMBER 855. Current Log-Posterior: 741368 Step Size: 559062.6463 Smoothing Hyper-parameters: 0.048174 0.075792 0.096685 0.069821 0.009820 0.054608 0.042963 Expected Total MS Cnt: 2.25788 Backgound Scale: 0.713353. ITERATION NUMBER 856. Current Log-Posterior: 311268 Step Size: -430100.6624 Smoothing Hyper-parameters: 0.126749 0.125836 0.100856 0.156812 0.053306 0.091358 0.051017 Expected Total MS Cnt: 2.19937 Backgound Scale: 0.713438. ITERATION NUMBER 857. Current Log-Posterior: 133268 Step Size: -177999.6079 Smoothing Hyper-parameters: 0.161995 0.180985 0.066075 0.049648 0.126121 0.074121 0.062917 Expected Total MS Cnt: 2.65793 Backgound Scale: 0.718129. ITERATION NUMBER 858. Current Log-Posterior: 112441 Step Size: -20827.58255 Smoothing Hyper-parameters: 0.116322 0.044702 0.054486 0.072651 0.085334 0.020213 0.022489 Expected Total MS Cnt: 2.50554 Backgound Scale: 0.719658. ITERATION NUMBER 859. Current Log-Posterior: 194370 Step Size: 81929.811 Smoothing Hyper-parameters: 0.094244 0.046034 0.103260 0.110602 0.074966 0.071497 0.101892 Expected Total MS Cnt: 4.03148 Backgound Scale: 0.717542. ITERATION NUMBER 860. Current Log-Posterior: 206637 Step Size: 12267.00093 Smoothing Hyper-parameters: 0.093793 0.074331 0.147545 0.091504 0.095589 0.108110 0.093960 Expected Total MS Cnt: 2.88828 Backgound Scale: 0.709611. ITERATION NUMBER 861. Current Log-Posterior: 181603 Step Size: -25034.27771 Smoothing Hyper-parameters: 0.055500 0.067627 0.132360 0.066242 0.052590 0.042984 0.095016 Expected Total MS Cnt: 1.14771 Backgound Scale: 0.714455. ITERATION NUMBER 862. Current Log-Posterior: 273416 Step Size: 91813.08474 Smoothing Hyper-parameters: 0.138318 0.143301 0.059698 0.130494 0.108232 0.028990 0.082523 Expected Total MS Cnt: 2.993 Backgound Scale: 0.715615. ITERATION NUMBER 863. Current Log-Posterior: 128215 Step Size: -145200.7842 Smoothing Hyper-parameters: 0.057169 0.043603 0.066112 0.033070 0.106327 0.039191 0.090178 Expected Total MS Cnt: 0.523906 Backgound Scale: 0.721233. ITERATION NUMBER 864. Current Log-Posterior: 304778 Step Size: 176562.3719 Smoothing Hyper-parameters: 0.080748 0.052063 0.064456 0.107464 0.123383 0.074077 0.014940 Expected Total MS Cnt: 0.61534 Backgound Scale: 0.718577. ITERATION NUMBER 865. Current Log-Posterior: 224883 Step Size: -79895.07686 Smoothing Hyper-parameters: 0.095117 0.057179 0.064803 0.094121 0.077966 0.096563 0.139465 Expected Total MS Cnt: 0.105198 Backgound Scale: 0.714858. ITERATION NUMBER 866. Current Log-Posterior: 201166 Step Size: -23716.63148 Smoothing Hyper-parameters: 0.054447 0.013282 0.095124 0.086147 0.082816 0.056811 0.086240 Expected Total MS Cnt: 0.999737 Backgound Scale: 0.719294. ITERATION NUMBER 867. Current Log-Posterior: 461714 Step Size: 260547.6943 Smoothing Hyper-parameters: 0.084640 0.074540 0.088114 0.098294 0.069843 0.098416 0.129286 Expected Total MS Cnt: 3.52042 Backgound Scale: 0.722828. ITERATION NUMBER 868. Current Log-Posterior: 198118 Step Size: -263596.1088 Smoothing Hyper-parameters: 0.107814 0.102344 0.055342 0.052967 0.038611 0.097144 0.014935 Expected Total MS Cnt: 5.1156 Backgound Scale: 0.722608. ITERATION NUMBER 869. Current Log-Posterior: 166180 Step Size: -31937.27935 Smoothing Hyper-parameters: 0.125441 0.119292 0.104889 0.101658 0.025253 0.030946 0.071948 Expected Total MS Cnt: 4.72408 Backgound Scale: 0.712001. ITERATION NUMBER 870. Current Log-Posterior: 137741 Step Size: -28439.20734 Smoothing Hyper-parameters: 0.061023 0.101315 0.120246 0.087718 0.114688 0.064528 0.148695 Expected Total MS Cnt: 3.51585 Backgound Scale: 0.72766. ITERATION NUMBER 871. Current Log-Posterior: 239054 Step Size: 101313.0565 Smoothing Hyper-parameters: 0.087498 0.140475 0.042412 0.042410 0.121837 0.087588 0.116881 Expected Total MS Cnt: 6.66913 Backgound Scale: 0.705495. ITERATION NUMBER 872. Current Log-Posterior: 185220 Step Size: -53834.67219 Smoothing Hyper-parameters: 0.136509 0.112599 0.088999 0.056902 0.019734 0.115691 0.092282 Expected Total MS Cnt: 4.63353 Backgound Scale: 0.713854. ITERATION NUMBER 873. Current Log-Posterior: 133441 Step Size: -51778.20283 Smoothing Hyper-parameters: 0.038764 0.062227 0.107355 0.085500 0.041729 0.105703 0.019988 Expected Total MS Cnt: 1.33543 Backgound Scale: 0.728388. ITERATION NUMBER 874. Current Log-Posterior: 374610 Step Size: 241168.8562 Smoothing Hyper-parameters: 0.128979 0.079671 0.038354 0.096553 0.044031 0.108465 0.034083 Expected Total MS Cnt: 0.379685 Backgound Scale: 0.714919. ITERATION NUMBER 875. Current Log-Posterior: 158123 Step Size: -216487.4108 Smoothing Hyper-parameters: 0.101296 0.078256 0.050777 0.072989 0.090901 0.053410 0.089784 Expected Total MS Cnt: 3.06614 Backgound Scale: 0.716417. ITERATION NUMBER 876. Current Log-Posterior: 182077 Step Size: 23954.05212 Smoothing Hyper-parameters: 0.063821 0.019197 0.103719 0.083127 0.060966 0.058154 0.080039 Expected Total MS Cnt: 7.68271 Backgound Scale: 0.714108. ITERATION NUMBER 877. Current Log-Posterior: 365315 Step Size: 183238.3819 Smoothing Hyper-parameters: 0.073271 0.096038 0.073233 0.104378 0.035680 0.041823 0.097800 Expected Total MS Cnt: 2.97453 Backgound Scale: 0.721593. ITERATION NUMBER 878. Current Log-Posterior: 213111 Step Size: -152204.6278 Smoothing Hyper-parameters: 0.048542 0.041103 0.076587 0.064966 0.056208 0.043208 0.082131 Expected Total MS Cnt: 5.81468 Backgound Scale: 0.721018. ITERATION NUMBER 879. Current Log-Posterior: 340238 Step Size: 127126.957 Smoothing Hyper-parameters: 0.071572 0.077183 0.099448 0.042385 0.037181 0.070738 0.078147 Expected Total MS Cnt: 3.24433 Backgound Scale: 0.709772. ITERATION NUMBER 880. Current Log-Posterior: 225250 Step Size: -114987.8889 Smoothing Hyper-parameters: 0.064921 0.086455 0.119670 0.068660 0.068531 0.099398 0.052688 Expected Total MS Cnt: 6.38045 Backgound Scale: 0.72723. ITERATION NUMBER 881. Current Log-Posterior: 236613 Step Size: 11363.11182 Smoothing Hyper-parameters: 0.033567 0.077221 0.046189 0.036015 0.098444 0.075197 0.063731 Expected Total MS Cnt: 2.99405 Backgound Scale: 0.718188. ITERATION NUMBER 882. Current Log-Posterior: 427600 Step Size: 190987.1112 Smoothing Hyper-parameters: 0.088859 0.129891 0.128225 0.046742 0.045088 0.120249 0.078581 Expected Total MS Cnt: 1.37006 Backgound Scale: 0.728018. ITERATION NUMBER 883. Current Log-Posterior: 175062 Step Size: -252538.3244 Smoothing Hyper-parameters: 0.100679 0.084030 0.188108 0.115370 0.059448 0.096521 0.042265 Expected Total MS Cnt: 0.419342 Backgound Scale: 0.720889. ITERATION NUMBER 884. Current Log-Posterior: 167907 Step Size: -7154.53854 Smoothing Hyper-parameters: 0.052230 0.087331 0.069937 0.047517 0.123102 0.027707 0.114787 Expected Total MS Cnt: 0.472407 Backgound Scale: 0.711024. ITERATION NUMBER 885. Current Log-Posterior: 284139 Step Size: 116231.7193 Smoothing Hyper-parameters: 0.066621 0.027171 0.092106 0.064678 0.033516 0.019226 0.190015 Expected Total MS Cnt: 0.848448 Backgound Scale: 0.713021. ITERATION NUMBER 886. Current Log-Posterior: 311945 Step Size: 27806.55072 Smoothing Hyper-parameters: 0.050219 0.055965 0.072715 0.051595 0.082623 0.082076 0.112083 Expected Total MS Cnt: 3.65213 Backgound Scale: 0.734028. ITERATION NUMBER 887. Current Log-Posterior: 312551 Step Size: 605.4329701 Smoothing Hyper-parameters: 0.044802 0.033199 0.082312 0.155015 0.007859 0.081702 0.061020 Expected Total MS Cnt: 2.55095 Backgound Scale: 0.710674. ITERATION NUMBER 888. Current Log-Posterior: 382690 Step Size: 70139.37532 Smoothing Hyper-parameters: 0.105698 0.059068 0.106698 0.063972 0.044557 0.073441 0.054702 Expected Total MS Cnt: 1.0702 Backgound Scale: 0.705859. ITERATION NUMBER 889. Current Log-Posterior: 180938 Step Size: -201752.4256 Smoothing Hyper-parameters: 0.114908 0.048738 0.096724 0.105029 0.082795 0.052140 0.079018 Expected Total MS Cnt: 2.03006 Backgound Scale: 0.710141. ITERATION NUMBER 890. Current Log-Posterior: 183013 Step Size: 2075.438542 Smoothing Hyper-parameters: 0.027491 0.028600 0.113910 0.103383 0.092691 0.021273 0.086346 Expected Total MS Cnt: 2.55417 Backgound Scale: 0.703307. ITERATION NUMBER 891. Current Log-Posterior: 564678 Step Size: 381665.1861 Smoothing Hyper-parameters: 0.111240 0.102925 0.053129 0.116038 0.106304 0.044469 0.068667 Expected Total MS Cnt: 2.25935 Backgound Scale: 0.710407. ITERATION NUMBER 892. Current Log-Posterior: 157865 Step Size: -406813.2503 Smoothing Hyper-parameters: 0.116071 0.049963 0.151877 0.029631 0.062096 0.095202 0.075975 Expected Total MS Cnt: 1.39754 Backgound Scale: 0.733402. ITERATION NUMBER 893. Current Log-Posterior: 179456 Step Size: 21591.16562 Smoothing Hyper-parameters: 0.036288 0.091922 0.120257 0.090171 0.068213 0.140857 0.102315 Expected Total MS Cnt: 0.252517 Backgound Scale: 0.71644. ITERATION NUMBER 894. Current Log-Posterior: 376248 Step Size: 196792.0187 Smoothing Hyper-parameters: 0.008348 0.116823 0.046704 0.069839 0.064265 0.108270 0.077480 Expected Total MS Cnt: 0.721039 Backgound Scale: 0.716251. ITERATION NUMBER 895. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.048479 0.119460 0.110421 0.047452 0.091711 0.075916 0.011117 Expected Total MS Cnt: 0.195804 Backgound Scale: 0.721495. ITERATION NUMBER 896. Current Log-Posterior: 288154 Step Size: -inf Smoothing Hyper-parameters: 0.056692 0.063970 0.054128 0.083877 0.050022 0.063319 0.051468 Expected Total MS Cnt: 1.15503 Backgound Scale: 0.713809. ITERATION NUMBER 897. Current Log-Posterior: 278801 Step Size: -9352.941052 Smoothing Hyper-parameters: 0.106842 0.083381 0.069566 0.080196 0.040016 0.073720 0.053974 Expected Total MS Cnt: 3.00121 Backgound Scale: 0.718525. ITERATION NUMBER 898. Current Log-Posterior: 165931 Step Size: -112869.8482 Smoothing Hyper-parameters: 0.085962 0.063105 0.026298 0.119297 0.125478 0.049350 0.053242 Expected Total MS Cnt: 2.78557 Backgound Scale: 0.717063. ITERATION NUMBER 899. Current Log-Posterior: 223012 Step Size: 57081.11182 Smoothing Hyper-parameters: 0.087293 0.074268 0.058153 0.050046 0.064351 0.036324 0.055338 Expected Total MS Cnt: 2.16827 Backgound Scale: 0.721976. ITERATION NUMBER 900. Current Log-Posterior: 201799 Step Size: -21213.27934 Smoothing Hyper-parameters: 0.053773 0.049847 0.110306 0.102716 0.044598 0.088241 0.089462 Expected Total MS Cnt: 6.20459 Backgound Scale: 0.713893. ITERATION NUMBER 901. Current Log-Posterior: 297534 Step Size: 95734.67779 Smoothing Hyper-parameters: 0.079995 0.032392 0.099073 0.047992 0.109972 0.120791 0.118676 Expected Total MS Cnt: 8.17911 Backgound Scale: 0.712299. ITERATION NUMBER 902. Current Log-Posterior: 260396 Step Size: -37137.68969 Smoothing Hyper-parameters: 0.084999 0.048859 0.078683 0.035341 0.119535 0.093746 0.057575 Expected Total MS Cnt: 7.33373 Backgound Scale: 0.7137. ITERATION NUMBER 903. Current Log-Posterior: 224881 Step Size: -35515.37265 Smoothing Hyper-parameters: 0.101972 0.067151 0.018019 0.097850 0.063360 0.119123 0.102494 Expected Total MS Cnt: 9.395 Backgound Scale: 0.717979. ITERATION NUMBER 904. Current Log-Posterior: 215492 Step Size: -9388.156994 Smoothing Hyper-parameters: 0.043962 0.041372 0.031161 0.040088 0.050231 0.087589 0.034024 Expected Total MS Cnt: 8.27556 Backgound Scale: 0.712363. ITERATION NUMBER 905. Current Log-Posterior: 382655 Step Size: 167162.9653 Smoothing Hyper-parameters: 0.118887 0.061499 0.143448 0.100759 0.120680 0.040478 0.128902 Expected Total MS Cnt: 6.06691 Backgound Scale: 0.719037. ITERATION NUMBER 906. Current Log-Posterior: 164002 Step Size: -218652.9976 Smoothing Hyper-parameters: 0.085161 0.068049 0.106501 0.024029 0.081355 0.074718 0.105802 Expected Total MS Cnt: 5.09418 Backgound Scale: 0.713319. ITERATION NUMBER 907. Current Log-Posterior: 208431 Step Size: 44428.77916 Smoothing Hyper-parameters: 0.057095 0.047092 0.122652 0.090766 0.049307 0.080694 0.071699 Expected Total MS Cnt: 4.67611 Backgound Scale: 0.719834. ITERATION NUMBER 908. Current Log-Posterior: 286274 Step Size: 77842.74292 Smoothing Hyper-parameters: 0.032179 0.057172 0.015933 0.104494 0.132239 0.013185 0.096341 Expected Total MS Cnt: 4.91374 Backgound Scale: 0.716928. ITERATION NUMBER 909. Current Log-Posterior: 476575 Step Size: 190300.8861 Smoothing Hyper-parameters: 0.083229 0.087115 0.069582 0.069963 0.065198 0.099583 0.056667 Expected Total MS Cnt: 4.3894 Backgound Scale: 0.709934. ITERATION NUMBER 910. Current Log-Posterior: 198003 Step Size: -278572.1953 Smoothing Hyper-parameters: 0.092610 0.130078 0.087947 0.100388 0.059184 0.133800 0.076235 Expected Total MS Cnt: 9.39925 Backgound Scale: 0.716555. ITERATION NUMBER 911. Current Log-Posterior: 167573 Step Size: -30429.38355 Smoothing Hyper-parameters: 0.055726 0.063393 0.098944 0.036132 0.139238 0.082145 0.095985 Expected Total MS Cnt: 8.14684 Backgound Scale: 0.713665. ITERATION NUMBER 912. Current Log-Posterior: 280488 Step Size: 112914.7037 Smoothing Hyper-parameters: 0.071973 0.025605 0.061209 0.041707 0.081292 0.093264 0.083591 Expected Total MS Cnt: 8.71832 Backgound Scale: 0.724006. ITERATION NUMBER 913. Current Log-Posterior: 310005 Step Size: 29516.98563 Smoothing Hyper-parameters: 0.102290 0.069967 0.043300 0.104489 0.097241 0.122873 0.116216 Expected Total MS Cnt: 3.59679 Backgound Scale: 0.716803. ITERATION NUMBER 914. Current Log-Posterior: 185337 Step Size: -124667.8515 Smoothing Hyper-parameters: 0.047501 0.048897 0.043985 0.099706 0.051783 0.076708 0.126389 Expected Total MS Cnt: 6.89978 Backgound Scale: 0.715442. ITERATION NUMBER 915. Current Log-Posterior: 341785 Step Size: 156448.4765 Smoothing Hyper-parameters: 0.096067 0.036205 0.075716 0.071192 0.048675 0.109069 0.058005 Expected Total MS Cnt: 6.09719 Backgound Scale: 0.717403. ITERATION NUMBER 916. Current Log-Posterior: 228422 Step Size: -113363.4051 Smoothing Hyper-parameters: 0.125323 0.091662 0.076318 0.069927 0.066600 0.080090 0.106306 Expected Total MS Cnt: 9.13081 Backgound Scale: 0.72549. ITERATION NUMBER 917. Current Log-Posterior: 146792 Step Size: -81630.21976 Smoothing Hyper-parameters: 0.026483 0.126749 0.070549 0.081332 0.087621 0.097001 0.009058 Expected Total MS Cnt: 9.01932 Backgound Scale: 0.721957. ITERATION NUMBER 918. Current Log-Posterior: 499184 Step Size: 352392.4125 Smoothing Hyper-parameters: 0.152309 0.053836 0.088360 0.046419 0.119117 0.041527 0.113194 Expected Total MS Cnt: 7.89513 Backgound Scale: 0.726249. ITERATION NUMBER 919. Current Log-Posterior: 153130 Step Size: -346054.328 Smoothing Hyper-parameters: 0.112329 0.058280 0.065576 0.029317 0.107031 0.033056 0.136249 Expected Total MS Cnt: 5.79743 Backgound Scale: 0.710883. ITERATION NUMBER 920. Current Log-Posterior: 182721 Step Size: 29591.51809 Smoothing Hyper-parameters: 0.020844 0.070219 0.122697 0.116811 0.120343 0.067108 0.134437 Expected Total MS Cnt: 10.9457 Backgound Scale: 0.711487. ITERATION NUMBER 921. Current Log-Posterior: 641346 Step Size: 458624.2345 Smoothing Hyper-parameters: 0.065872 0.121064 0.096251 0.120343 0.024314 0.046759 0.078388 Expected Total MS Cnt: 12.1254 Backgound Scale: 0.714379. ITERATION NUMBER 922. Current Log-Posterior: 223868 Step Size: -417477.2294 Smoothing Hyper-parameters: 0.065119 0.085332 0.071960 0.055151 0.059836 0.071839 0.091549 Expected Total MS Cnt: 12.2438 Backgound Scale: 0.715192. ITERATION NUMBER 923. Current Log-Posterior: 240721 Step Size: 16852.62592 Smoothing Hyper-parameters: 0.056069 0.126023 0.082972 0.092996 0.061741 0.084252 0.058026 Expected Total MS Cnt: 16.1538 Backgound Scale: 0.700003. ITERATION NUMBER 924. Current Log-Posterior: 254042 Step Size: 13321.24988 Smoothing Hyper-parameters: 0.049221 0.092446 0.040873 0.124102 0.068550 0.044301 0.077781 Expected Total MS Cnt: 8.37554 Backgound Scale: 0.727645. ITERATION NUMBER 925. Current Log-Posterior: 303831 Step Size: 49788.31701 Smoothing Hyper-parameters: 0.112820 0.080945 0.143270 0.106133 0.029529 0.108123 0.060251 Expected Total MS Cnt: 8.94825 Backgound Scale: 0.706906. ITERATION NUMBER 926. Current Log-Posterior: 156217 Step Size: -147613.3832 Smoothing Hyper-parameters: 0.055110 0.119441 0.076674 0.027407 0.022672 0.095082 0.097681 Expected Total MS Cnt: 8.16204 Backgound Scale: 0.721681. ITERATION NUMBER 927. Current Log-Posterior: 269703 Step Size: 113485.9818 Smoothing Hyper-parameters: 0.094279 0.071648 0.082968 0.021624 0.132125 0.108562 0.129998 Expected Total MS Cnt: 6.53308 Backgound Scale: 0.714208. ITERATION NUMBER 928. Current Log-Posterior: 194428 Step Size: -75275.3814 Smoothing Hyper-parameters: 0.141214 0.073082 0.068581 0.008771 0.129815 0.158604 0.096403 Expected Total MS Cnt: 6.70219 Backgound Scale: 0.710819. ITERATION NUMBER 929. Current Log-Posterior: 167799 Step Size: -26629.11989 Smoothing Hyper-parameters: 0.131343 0.156610 0.074171 0.038720 0.114190 0.111558 0.085697 Expected Total MS Cnt: 13.5759 Backgound Scale: 0.727719. ITERATION NUMBER 930. Current Log-Posterior: 131076 Step Size: -36722.48037 Smoothing Hyper-parameters: 0.133547 0.038430 0.091694 0.045127 0.066831 0.044892 0.091511 Expected Total MS Cnt: 15.1558 Backgound Scale: 0.721824. ITERATION NUMBER 931. Current Log-Posterior: 189032 Step Size: 57955.32231 Smoothing Hyper-parameters: 0.064206 0.098219 0.129967 0.059010 0.120283 0.107990 0.050006 Expected Total MS Cnt: 11.6831 Backgound Scale: 0.715357. ITERATION NUMBER 932. Current Log-Posterior: 229995 Step Size: 40963.90504 Smoothing Hyper-parameters: 0.085924 0.127592 0.106139 0.078900 0.045910 0.101646 0.053205 Expected Total MS Cnt: 16.9562 Backgound Scale: 0.715338. ITERATION NUMBER 933. Current Log-Posterior: 182155 Step Size: -47840.63767 Smoothing Hyper-parameters: 0.066772 0.192820 0.078888 0.025040 0.126562 0.092439 0.122393 Expected Total MS Cnt: 9.06188 Backgound Scale: 0.712405. ITERATION NUMBER 934. Current Log-Posterior: 217244 Step Size: 35089.51786 Smoothing Hyper-parameters: 0.092016 0.174982 0.056559 0.041284 0.056207 0.071584 0.084900 Expected Total MS Cnt: 3.89959 Backgound Scale: 0.723985. ITERATION NUMBER 935. Current Log-Posterior: 171100 Step Size: -46144.45618 Smoothing Hyper-parameters: 0.083398 0.055527 0.061230 0.074463 0.155472 0.070732 0.121708 Expected Total MS Cnt: 7.75923 Backgound Scale: 0.726509. ITERATION NUMBER 936. Current Log-Posterior: 218302 Step Size: 47202.37028 Smoothing Hyper-parameters: 0.030542 0.080797 0.069031 0.137248 0.031400 0.114361 0.035297 Expected Total MS Cnt: 9.60505 Backgound Scale: 0.727094. ITERATION NUMBER 937. Current Log-Posterior: 449590 Step Size: 231287.2131 Smoothing Hyper-parameters: 0.099477 0.143532 0.064960 0.025305 0.050965 0.050508 0.073818 Expected Total MS Cnt: 10.9708 Backgound Scale: 0.721803. ITERATION NUMBER 938. Current Log-Posterior: 165809 Step Size: -283780.6649 Smoothing Hyper-parameters: 0.126368 0.038135 0.039740 0.022353 0.156708 0.112983 0.127262 Expected Total MS Cnt: 7.43548 Backgound Scale: 0.718637. ITERATION NUMBER 939. Current Log-Posterior: 210402 Step Size: 44592.88784 Smoothing Hyper-parameters: 0.059314 0.025725 0.052471 0.039932 0.092457 0.123741 0.047453 Expected Total MS Cnt: 8.30715 Backgound Scale: 0.715653. ITERATION NUMBER 940. Current Log-Posterior: 347263 Step Size: 136860.7778 Smoothing Hyper-parameters: 0.090022 0.068642 0.103284 0.072326 0.116836 0.076014 0.062214 Expected Total MS Cnt: 6.56981 Backgound Scale: 0.719109. ITERATION NUMBER 941. Current Log-Posterior: 192153 Step Size: -155109.4428 Smoothing Hyper-parameters: 0.085549 0.060146 0.086759 0.053235 0.066615 0.079038 0.055305 Expected Total MS Cnt: 3.40381 Backgound Scale: 0.719563. ITERATION NUMBER 942. Current Log-Posterior: 208460 Step Size: 16306.49045 Smoothing Hyper-parameters: 0.009825 0.048221 0.065097 0.039477 0.056775 0.055215 0.061239 Expected Total MS Cnt: 8.67678 Backgound Scale: 0.721993. ITERATION NUMBER 943. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.114677 0.051538 0.033332 0.012118 0.113554 0.085312 0.102114 Expected Total MS Cnt: 4.82505 Backgound Scale: 0.718241. ITERATION NUMBER 944. Current Log-Posterior: 206945 Step Size: -inf Smoothing Hyper-parameters: 0.029187 0.025597 0.077540 0.027769 0.137875 0.121021 0.137088 Expected Total MS Cnt: 4.16215 Backgound Scale: 0.713267. ITERATION NUMBER 945. Current Log-Posterior: 557827 Step Size: 350882.5443 Smoothing Hyper-parameters: 0.069292 0.089857 0.097839 0.053100 0.047371 0.092269 0.109077 Expected Total MS Cnt: 4.95406 Backgound Scale: 0.709924. ITERATION NUMBER 946. Current Log-Posterior: 225615 Step Size: -332211.9425 Smoothing Hyper-parameters: 0.058391 0.114762 0.037050 0.033907 0.034477 0.015952 0.100334 Expected Total MS Cnt: 4.55867 Backgound Scale: 0.715477. ITERATION NUMBER 947. Current Log-Posterior: 268473 Step Size: 42857.27198 Smoothing Hyper-parameters: 0.050425 0.040654 0.104264 0.084221 0.107749 0.067537 0.024390 Expected Total MS Cnt: 5.19305 Backgound Scale: 0.709018. ITERATION NUMBER 948. Current Log-Posterior: 323441 Step Size: 54968.60451 Smoothing Hyper-parameters: 0.116712 0.022228 0.051003 0.061605 0.095693 0.114334 0.140538 Expected Total MS Cnt: 3.80099 Backgound Scale: 0.731979. ITERATION NUMBER 949. Current Log-Posterior: 268034 Step Size: -55407.46591 Smoothing Hyper-parameters: 0.073955 0.043549 0.096466 0.091106 0.031668 0.169579 0.114609 Expected Total MS Cnt: 3.87227 Backgound Scale: 0.721732. ITERATION NUMBER 950. Current Log-Posterior: 250077 Step Size: -17956.35515 Smoothing Hyper-parameters: 0.049347 0.035684 0.107525 0.062718 0.109850 0.039670 0.064350 Expected Total MS Cnt: 1.36109 Backgound Scale: 0.717661. ITERATION NUMBER 951. Current Log-Posterior: 346595 Step Size: 96517.28272 Smoothing Hyper-parameters: 0.132160 0.086272 0.006247 0.031846 0.054113 0.079346 0.107894 Expected Total MS Cnt: 2.20443 Backgound Scale: 0.722051. ITERATION NUMBER 952. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.094567 0.079666 0.114001 0.051317 0.051849 0.028584 0.110107 Expected Total MS Cnt: 3.57937 Backgound Scale: 0.723573. ITERATION NUMBER 953. Current Log-Posterior: 180334 Step Size: -inf Smoothing Hyper-parameters: 0.088622 0.057600 0.074444 0.046404 0.060596 0.120462 0.020906 Expected Total MS Cnt: 2.34302 Backgound Scale: 0.718963. ITERATION NUMBER 954. Current Log-Posterior: 208487 Step Size: 28153.22044 Smoothing Hyper-parameters: 0.028677 0.073988 0.064429 0.088463 0.087336 0.053999 0.106602 Expected Total MS Cnt: 0.657611 Backgound Scale: 0.71927. ITERATION NUMBER 955. Current Log-Posterior: 479957 Step Size: 271469.8502 Smoothing Hyper-parameters: 0.059472 0.041928 0.059917 0.102350 0.076507 0.089191 0.070334 Expected Total MS Cnt: 0.682481 Backgound Scale: 0.719681. ITERATION NUMBER 956. Current Log-Posterior: 293674 Step Size: -186282.9079 Smoothing Hyper-parameters: 0.039103 0.065124 0.067084 0.013216 0.041089 0.099703 0.059910 Expected Total MS Cnt: 0.693861 Backgound Scale: 0.710512. ITERATION NUMBER 957. Current Log-Posterior: 392859 Step Size: 99185.72817 Smoothing Hyper-parameters: 0.085820 0.074590 0.058434 0.085806 0.132599 0.037266 0.113706 Expected Total MS Cnt: 1.32939 Backgound Scale: 0.717276. ITERATION NUMBER 958. Current Log-Posterior: 200938 Step Size: -191921.0451 Smoothing Hyper-parameters: 0.076792 0.051800 0.062281 0.093393 0.102835 0.068930 0.032865 Expected Total MS Cnt: 0.84175 Backgound Scale: 0.715752. ITERATION NUMBER 959. Current Log-Posterior: 231162 Step Size: 30223.59856 Smoothing Hyper-parameters: 0.078697 0.050603 0.072057 0.011533 0.043913 0.099335 0.073134 Expected Total MS Cnt: 0.51978 Backgound Scale: 0.707763. ITERATION NUMBER 960. Current Log-Posterior: 249218 Step Size: 18056.17917 Smoothing Hyper-parameters: 0.085481 0.035801 0.014894 0.130285 0.070145 0.075279 0.099779 Expected Total MS Cnt: 0.428249 Backgound Scale: 0.711323. ITERATION NUMBER 961. Current Log-Posterior: 283320 Step Size: 34102.16684 Smoothing Hyper-parameters: 0.061375 0.075677 0.059971 0.089869 0.060092 0.054243 0.118989 Expected Total MS Cnt: 1.5738 Backgound Scale: 0.723032. ITERATION NUMBER 962. Current Log-Posterior: 256515 Step Size: -26805.36015 Smoothing Hyper-parameters: 0.123005 0.082614 0.058137 0.019528 0.045336 0.028427 0.069285 Expected Total MS Cnt: 0.142249 Backgound Scale: 0.724783. ITERATION NUMBER 963. Current Log-Posterior: 165258 Step Size: -91257.46113 Smoothing Hyper-parameters: 0.093781 0.063166 0.055231 0.012382 0.038881 0.066046 0.045521 Expected Total MS Cnt: 2.06672 Backgound Scale: 0.72334. ITERATION NUMBER 964. Current Log-Posterior: 210055 Step Size: 44797.28497 Smoothing Hyper-parameters: 0.024191 0.037255 0.032603 0.076056 0.047894 0.035300 0.109006 Expected Total MS Cnt: 2.12234 Backgound Scale: 0.706551. ITERATION NUMBER 965. Current Log-Posterior: 609447 Step Size: 399392.532 Smoothing Hyper-parameters: 0.006277 0.006157 0.065603 0.069758 0.044843 0.057784 0.084361 Expected Total MS Cnt: 0.274667 Backgound Scale: 0.714836. ITERATION NUMBER 966. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.075978 0.099144 0.089057 0.031015 0.032344 0.083180 0.130612 Expected Total MS Cnt: 0.471787 Backgound Scale: 0.726042. ITERATION NUMBER 967. Current Log-Posterior: 212187 Step Size: -inf Smoothing Hyper-parameters: 0.073644 0.022944 0.049603 0.067470 0.045743 0.091066 0.040978 Expected Total MS Cnt: 0.450154 Backgound Scale: 0.706317. ITERATION NUMBER 968. Current Log-Posterior: 320037 Step Size: 107849.5993 Smoothing Hyper-parameters: 0.087531 0.023216 0.044052 0.060031 0.030078 0.070247 0.033321 Expected Total MS Cnt: 0.782236 Backgound Scale: 0.703552. ITERATION NUMBER 969. Current Log-Posterior: 292731 Step Size: -27305.72237 Smoothing Hyper-parameters: 0.062217 0.064295 0.013972 0.007205 0.017156 0.076593 0.020926 Expected Total MS Cnt: 1.25363 Backgound Scale: 0.708545. ITERATION NUMBER 970. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.070107 0.067110 0.056638 0.089265 0.097158 0.153643 0.035731 Expected Total MS Cnt: 0.38346 Backgound Scale: 0.717977. ITERATION NUMBER 971. Current Log-Posterior: 239096 Step Size: -inf Smoothing Hyper-parameters: 0.042937 0.048132 0.053922 0.139791 0.087022 0.111705 0.053466 Expected Total MS Cnt: 2.27032 Backgound Scale: 0.724606. ITERATION NUMBER 972. Current Log-Posterior: 365331 Step Size: 126235.1445 Smoothing Hyper-parameters: 0.089164 0.089551 0.097462 0.026574 0.027560 0.102670 0.016633 Expected Total MS Cnt: 0.317546 Backgound Scale: 0.72153. ITERATION NUMBER 973. Current Log-Posterior: 190437 Step Size: -174894.5583 Smoothing Hyper-parameters: 0.037719 0.107241 0.073605 0.095514 0.060957 0.061826 0.138240 Expected Total MS Cnt: 0.16252 Backgound Scale: 0.714588. ITERATION NUMBER 974. Current Log-Posterior: 369794 Step Size: 179357.0213 Smoothing Hyper-parameters: 0.086119 0.118146 0.073605 0.136635 0.093282 0.054076 0.029741 Expected Total MS Cnt: 0.540734 Backgound Scale: 0.71132. ITERATION NUMBER 975. Current Log-Posterior: 183974 Step Size: -185819.9342 Smoothing Hyper-parameters: 0.053784 0.061083 0.107670 0.055919 0.053484 0.080782 0.055052 Expected Total MS Cnt: 1.57644 Backgound Scale: 0.714354. ITERATION NUMBER 976. Current Log-Posterior: 294685 Step Size: 110711.6715 Smoothing Hyper-parameters: 0.075844 0.045971 0.038432 0.048114 0.054765 0.098623 0.027344 Expected Total MS Cnt: 0.114985 Backgound Scale: 0.731508. ITERATION NUMBER 977. Current Log-Posterior: 252777 Step Size: -41908.30881 Smoothing Hyper-parameters: 0.039887 0.108441 0.069390 0.090807 0.029370 0.151697 0.131727 Expected Total MS Cnt: 0.61668 Backgound Scale: 0.709079. ITERATION NUMBER 978. Current Log-Posterior: 349750 Step Size: 96972.64589 Smoothing Hyper-parameters: 0.017133 0.062014 0.073937 0.086132 0.079757 0.148787 0.050864 Expected Total MS Cnt: 1.63359 Backgound Scale: 0.719782. ITERATION NUMBER 979. Current Log-Posterior: 780601 Step Size: 430850.8368 Smoothing Hyper-parameters: 0.113896 0.045669 0.092404 0.104470 0.018375 0.077447 0.093744 Expected Total MS Cnt: 0.159166 Backgound Scale: 0.721621. ITERATION NUMBER 980. Current Log-Posterior: 187127 Step Size: -593473.8568 Smoothing Hyper-parameters: 0.043631 0.106633 0.109758 0.121581 0.112410 0.109101 0.081105 Expected Total MS Cnt: 0.176736 Backgound Scale: 0.716285. ITERATION NUMBER 981. Current Log-Posterior: 318950 Step Size: 131822.7798 Smoothing Hyper-parameters: 0.095546 0.122016 0.073634 0.039275 0.063902 0.019366 0.067201 Expected Total MS Cnt: 0.195443 Backgound Scale: 0.72738. ITERATION NUMBER 982. Current Log-Posterior: 172639 Step Size: -146310.7357 Smoothing Hyper-parameters: 0.061801 0.100256 0.114488 0.138834 0.080633 0.052098 0.064575 Expected Total MS Cnt: 1.51167 Backgound Scale: 0.722527. ITERATION NUMBER 983. Current Log-Posterior: 237195 Step Size: 64556.55285 Smoothing Hyper-parameters: 0.034642 0.057011 0.072778 0.065393 0.094946 0.076275 0.032652 Expected Total MS Cnt: 2.96188 Backgound Scale: 0.721771. ITERATION NUMBER 984. Current Log-Posterior: 425717 Step Size: 188521.4566 Smoothing Hyper-parameters: 0.100769 0.028046 0.118228 0.129241 0.071316 0.108966 0.115534 Expected Total MS Cnt: 0.0525116 Backgound Scale: 0.720485. ITERATION NUMBER 985. Current Log-Posterior: 237587 Step Size: -188129.6997 Smoothing Hyper-parameters: 0.063594 0.123997 0.044521 0.107660 0.091257 0.073591 0.015490 Expected Total MS Cnt: 0.844503 Backgound Scale: 0.709836. ITERATION NUMBER 986. Current Log-Posterior: 237583 Step Size: -4.1404457 Smoothing Hyper-parameters: 0.049322 0.097133 0.022390 0.031614 0.075106 0.017014 0.043220 Expected Total MS Cnt: 3.10748 Backgound Scale: 0.714877. ITERATION NUMBER 987. Current Log-Posterior: 318859 Step Size: 81275.85377 Smoothing Hyper-parameters: 0.012518 0.038281 0.081055 0.184911 0.068925 0.056936 0.061227 Expected Total MS Cnt: 2.62732 Backgound Scale: 0.724015. ITERATION NUMBER 988. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.065892 0.147909 0.041273 0.069255 0.029351 0.017526 0.048914 Expected Total MS Cnt: 0.785382 Backgound Scale: 0.724554. ITERATION NUMBER 989. Current Log-Posterior: 233042 Step Size: -inf Smoothing Hyper-parameters: 0.117769 0.062842 0.032380 0.045476 0.088187 0.040552 0.079414 Expected Total MS Cnt: 6.48616 Backgound Scale: 0.705751. ITERATION NUMBER 990. Current Log-Posterior: 183496 Step Size: -49546.03099 Smoothing Hyper-parameters: 0.024533 0.078801 0.091379 0.040947 0.030241 0.072143 0.075945 Expected Total MS Cnt: 7.54116 Backgound Scale: 0.731358. ITERATION NUMBER 991. Current Log-Posterior: 552476 Step Size: 368980.2419 Smoothing Hyper-parameters: 0.084968 0.057180 0.023709 0.034423 0.066938 0.115453 0.094292 Expected Total MS Cnt: 11.0659 Backgound Scale: 0.707552. ITERATION NUMBER 992. Current Log-Posterior: 239854 Step Size: -312621.8425 Smoothing Hyper-parameters: 0.067958 0.116027 0.125898 0.090866 0.103845 0.086097 0.033938 Expected Total MS Cnt: 8.34936 Backgound Scale: 0.708777. ITERATION NUMBER 993. Current Log-Posterior: 216826 Step Size: -23028.12602 Smoothing Hyper-parameters: 0.067454 0.026007 0.085011 0.056669 0.045501 0.036191 0.146122 Expected Total MS Cnt: 6.86997 Backgound Scale: 0.703043. ITERATION NUMBER 994. Current Log-Posterior: 311409 Step Size: 94582.6282 Smoothing Hyper-parameters: 0.090583 0.069270 0.045155 0.031115 0.037320 0.074582 0.100157 Expected Total MS Cnt: 8.80547 Backgound Scale: 0.710015. ITERATION NUMBER 995. Current Log-Posterior: 205748 Step Size: -105660.998 Smoothing Hyper-parameters: 0.019721 0.061769 0.096531 0.060880 0.106319 0.018439 0.015873 Expected Total MS Cnt: 7.47896 Backgound Scale: 0.714194. ITERATION NUMBER 996. Current Log-Posterior: 676578 Step Size: 470829.7939 Smoothing Hyper-parameters: 0.008108 0.082420 0.018694 0.053390 0.132643 0.041231 0.155817 Expected Total MS Cnt: 3.80576 Backgound Scale: 0.732675. ITERATION NUMBER 997. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.059448 0.068948 0.018974 0.036109 0.093424 0.091759 0.061313 Expected Total MS Cnt: 4.04013 Backgound Scale: 0.717607. ITERATION NUMBER 998. Current Log-Posterior: 297283 Step Size: -inf Smoothing Hyper-parameters: 0.079089 0.088061 0.046557 0.103965 0.103099 0.068483 0.075838 Expected Total MS Cnt: 4.01505 Backgound Scale: 0.725977. ITERATION NUMBER 999. Current Log-Posterior: 210113 Step Size: -87170.42654 Smoothing Hyper-parameters: 0.049517 0.044631 0.060774 0.058172 0.083185 0.120599 0.036593 Expected Total MS Cnt: 5.09756 Backgound Scale: 0.717463. ITERATION NUMBER 1000. Current Log-Posterior: 329381 Step Size: 119268.579 Smoothing Hyper-parameters: 0.056953 0.025639 0.040500 0.090303 0.090598 0.015026 0.112313 Expected Total MS Cnt: 3.76128 Backgound Scale: 0.713828. > movie(mcmc.sample)