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 ../Nu2Sum73PoisDatonPaddedIntTime539.X.060529.txt cnt.txt cp ../ModelDataPaddedIntTime539.0.060529.txt bkg.txt cp map_ex1.txt map.txt cat run-bayes-image-analysis.sh > do_emc2c1_Nu2Sum73PoisDatonPaddedIntTime539.X.060529.it1000.ms100gamttlcnt_1_.05FitS0.060825b.log echo "Using starting src of:" >> do_emc2c1_Nu2Sum73PoisDatonPaddedIntTime539.X.060529.it1000.ms100gamttlcnt_1_.05FitS0.060825b.log cat src.txt >> do_emc2c1_Nu2Sum73PoisDatonPaddedIntTime539.X.060529.it1000.ms100gamttlcnt_1_.05FitS0.060825b.log echo "Using PSF of:" >> do_emc2c1_Nu2Sum73PoisDatonPaddedIntTime539.X.060529.it1000.ms100gamttlcnt_1_.05FitS0.060825b.log cat psf.txt >> do_emc2c1_Nu2Sum73PoisDatonPaddedIntTime539.X.060529.it1000.ms100gamttlcnt_1_.05FitS0.060825b.log ##alanna-connors-ibook-g4:/AstroCode/EMC2C1/Bayes-Image-Analysis_dvd_060525 avconnors$ more bayes-image-analysis-sqrt.r r --vanilla <> do_emc2c1_Nu2Sum73PoisDatonPaddedIntTime539.X.060529.it1000.ms100gamttlcnt_1_.05FitS0.060825b.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_Nu2Sum73PoisDatonPaddedIntTime539.X.060529.it1000.ms100gamttlcnt_1_.05FitS0.060825b.output.txt ### mv dump.txt do_emc2c1_Nu2Sum73PoisDatonPaddedIntTime539.X.060529.it1000.ms100gamttlcnt_1_.05FitS0.060825b.dump.txt ### cp Rplots.ps do_emc2c1_Nu2Sum73PoisDatonPaddedIntTime539.X.060529.it1000.ms100gamttlcnt_1_.05FitS0.060825b.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 100. ITERATION NUMBER 1. Current Log-Posterior: -72100.9 Smoothing Hyper-parameters: 0.829838 0.897082 0.789221 0.600259 0.438343 0.248403 0.239856 Expected Total MS Cnt: 3032.04 Backgound Scale: 0.787098. ITERATION NUMBER 2. Current Log-Posterior: 17713.4 Step Size: 89814.30096 Smoothing Hyper-parameters: 0.606745 0.797950 0.761048 0.620731 0.455079 0.334961 0.348487 Expected Total MS Cnt: 2467.58 Backgound Scale: 0.83451. ITERATION NUMBER 3. Current Log-Posterior: 27425.7 Step Size: 9712.232469 Smoothing Hyper-parameters: 0.531005 0.617101 0.667614 0.474373 0.288775 0.364428 0.255856 Expected Total MS Cnt: 2108.64 Backgound Scale: 0.861375. ITERATION NUMBER 4. Current Log-Posterior: 33160.3 Step Size: 5734.660906 Smoothing Hyper-parameters: 0.454435 0.659612 0.625530 0.543314 0.359243 0.256461 0.199361 Expected Total MS Cnt: 1799.37 Backgound Scale: 0.894839. ITERATION NUMBER 5. Current Log-Posterior: 37270 Step Size: 4109.650764 Smoothing Hyper-parameters: 0.347306 0.649699 0.669320 0.488468 0.307376 0.345368 0.170591 Expected Total MS Cnt: 1514.72 Backgound Scale: 0.92009. ITERATION NUMBER 6. Current Log-Posterior: 46674 Step Size: 9403.989423 Smoothing Hyper-parameters: 0.369227 0.514754 0.608553 0.539295 0.400750 0.251538 0.412594 Expected Total MS Cnt: 1308.58 Backgound Scale: 0.922851. ITERATION NUMBER 7. Current Log-Posterior: 45812.6 Step Size: -861.4009234 Smoothing Hyper-parameters: 0.399781 0.456341 0.449515 0.480650 0.326571 0.277966 0.162947 Expected Total MS Cnt: 1062.59 Backgound Scale: 0.928718. ITERATION NUMBER 8. Current Log-Posterior: 44880.8 Step Size: -931.7790566 Smoothing Hyper-parameters: 0.375824 0.355222 0.542354 0.486317 0.379566 0.219405 0.170874 Expected Total MS Cnt: 996.136 Backgound Scale: 0.95028. ITERATION NUMBER 9. Current Log-Posterior: 47958.1 Step Size: 3077.279427 Smoothing Hyper-parameters: 0.359775 0.360816 0.497625 0.439774 0.353791 0.344554 0.183210 Expected Total MS Cnt: 848.477 Backgound Scale: 0.966926. ITERATION NUMBER 10. Current Log-Posterior: 49996.3 Step Size: 2038.229916 Smoothing Hyper-parameters: 0.350372 0.302066 0.476530 0.472947 0.384667 0.277574 0.227455 Expected Total MS Cnt: 719.947 Backgound Scale: 0.958352. ITERATION NUMBER 11. Current Log-Posterior: 53014.4 Step Size: 3018.125918 Smoothing Hyper-parameters: 0.254870 0.370986 0.429243 0.440552 0.393259 0.183694 0.210540 Expected Total MS Cnt: 686.915 Backgound Scale: 0.951638. ITERATION NUMBER 12. Current Log-Posterior: 64499.3 Step Size: 11484.91532 Smoothing Hyper-parameters: 0.142653 0.356364 0.397010 0.489622 0.371823 0.185418 0.224420 Expected Total MS Cnt: 616.507 Backgound Scale: 0.960465. ITERATION NUMBER 13. Current Log-Posterior: 100427 Step Size: 35927.61009 Smoothing Hyper-parameters: 0.167650 0.310461 0.400883 0.472447 0.443282 0.284038 0.221151 Expected Total MS Cnt: 586.075 Backgound Scale: 0.967563. ITERATION NUMBER 14. Current Log-Posterior: 89580.8 Step Size: -10846.10125 Smoothing Hyper-parameters: 0.111119 0.310600 0.317622 0.501385 0.264756 0.329546 0.268178 Expected Total MS Cnt: 440.757 Backgound Scale: 0.984972. ITERATION NUMBER 15. Current Log-Posterior: 125766 Step Size: 36185.22719 Smoothing Hyper-parameters: 0.161886 0.238268 0.444477 0.407600 0.323384 0.249343 0.168978 Expected Total MS Cnt: 475.475 Backgound Scale: 0.986797. ITERATION NUMBER 16. Current Log-Posterior: 95549.2 Step Size: -30216.83261 Smoothing Hyper-parameters: 0.127297 0.262647 0.366186 0.363942 0.385223 0.205783 0.304495 Expected Total MS Cnt: 467.567 Backgound Scale: 0.998156. ITERATION NUMBER 17. Current Log-Posterior: 114703 Step Size: 19153.74512 Smoothing Hyper-parameters: 0.166614 0.194168 0.400074 0.328151 0.308837 0.310091 0.113512 Expected Total MS Cnt: 381.316 Backgound Scale: 0.991926. ITERATION NUMBER 18. Current Log-Posterior: 95241.3 Step Size: -19461.67932 Smoothing Hyper-parameters: 0.122307 0.198958 0.444857 0.378699 0.313303 0.308279 0.048092 Expected Total MS Cnt: 361.47 Backgound Scale: 1.00168. ITERATION NUMBER 19. Current Log-Posterior: 121079 Step Size: 25837.77055 Smoothing Hyper-parameters: 0.113033 0.191600 0.351765 0.364526 0.309712 0.363419 0.323068 Expected Total MS Cnt: 357.69 Backgound Scale: 0.996432. ITERATION NUMBER 20. Current Log-Posterior: 130773 Step Size: 9693.489392 Smoothing Hyper-parameters: 0.098376 0.226271 0.325022 0.339041 0.349755 0.298728 0.242638 Expected Total MS Cnt: 353.115 Backgound Scale: 1.01798. ITERATION NUMBER 21. Current Log-Posterior: 143519 Step Size: 12746.01 Smoothing Hyper-parameters: 0.087597 0.150103 0.304718 0.429456 0.301256 0.182221 0.237400 Expected Total MS Cnt: 307.579 Backgound Scale: 1.0082. ITERATION NUMBER 22. Current Log-Posterior: 164203 Step Size: 20684.66613 Smoothing Hyper-parameters: 0.079683 0.345527 0.301227 0.376634 0.375473 0.204711 0.267323 Expected Total MS Cnt: 285.098 Backgound Scale: 0.995773. ITERATION NUMBER 23. Current Log-Posterior: 167406 Step Size: 3202.640302 Smoothing Hyper-parameters: 0.162702 0.247802 0.270826 0.373883 0.388680 0.160696 0.177364 Expected Total MS Cnt: 284.126 Backgound Scale: 0.999646. ITERATION NUMBER 24. Current Log-Posterior: 95575 Step Size: -71830.87273 Smoothing Hyper-parameters: 0.114844 0.243778 0.337618 0.360160 0.293081 0.312049 0.200470 Expected Total MS Cnt: 256.972 Backgound Scale: 1.01668. ITERATION NUMBER 25. Current Log-Posterior: 126670 Step Size: 31094.96779 Smoothing Hyper-parameters: 0.122291 0.249859 0.371514 0.408383 0.301060 0.306714 0.235882 Expected Total MS Cnt: 235.027 Backgound Scale: 1.00654. ITERATION NUMBER 26. Current Log-Posterior: 119114 Step Size: -7555.617864 Smoothing Hyper-parameters: 0.107232 0.180432 0.281294 0.410279 0.311694 0.264458 0.219343 Expected Total MS Cnt: 201.162 Backgound Scale: 1.0204. ITERATION NUMBER 27. Current Log-Posterior: 137104 Step Size: 17989.54183 Smoothing Hyper-parameters: 0.101360 0.345779 0.277841 0.296886 0.382229 0.293682 0.152960 Expected Total MS Cnt: 171.923 Backgound Scale: 1.02051. ITERATION NUMBER 28. Current Log-Posterior: 135076 Step Size: -2027.631979 Smoothing Hyper-parameters: 0.068446 0.125132 0.305293 0.314619 0.257070 0.206174 0.180623 Expected Total MS Cnt: 169.562 Backgound Scale: 1.00993. ITERATION NUMBER 29. Current Log-Posterior: 206440 Step Size: 71363.90967 Smoothing Hyper-parameters: 0.096168 0.099961 0.187064 0.309993 0.316029 0.299441 0.235902 Expected Total MS Cnt: 142.878 Backgound Scale: 1.02627. ITERATION NUMBER 30. Current Log-Posterior: 166133 Step Size: -40306.99118 Smoothing Hyper-parameters: 0.151737 0.238310 0.262300 0.348115 0.407771 0.235980 0.212013 Expected Total MS Cnt: 150.587 Backgound Scale: 1.02482. ITERATION NUMBER 31. Current Log-Posterior: 102537 Step Size: -63596.05407 Smoothing Hyper-parameters: 0.086174 0.090946 0.233397 0.250840 0.316302 0.177333 0.274521 Expected Total MS Cnt: 145.533 Backgound Scale: 1.01651. ITERATION NUMBER 32. Current Log-Posterior: 182858 Step Size: 80320.79237 Smoothing Hyper-parameters: 0.159617 0.261495 0.187666 0.289254 0.271719 0.208884 0.194123 Expected Total MS Cnt: 137.404 Backgound Scale: 1.01675. ITERATION NUMBER 33. Current Log-Posterior: 97990.7 Step Size: -84867.21821 Smoothing Hyper-parameters: 0.104146 0.197183 0.204415 0.299979 0.354922 0.194056 0.163762 Expected Total MS Cnt: 162.058 Backgound Scale: 1.03099. ITERATION NUMBER 34. Current Log-Posterior: 141415 Step Size: 43424.25111 Smoothing Hyper-parameters: 0.076278 0.211760 0.281686 0.248680 0.251893 0.243677 0.111076 Expected Total MS Cnt: 137.081 Backgound Scale: 1.00823. ITERATION NUMBER 35. Current Log-Posterior: 182101 Step Size: 40686.00981 Smoothing Hyper-parameters: 0.186896 0.185467 0.165899 0.241340 0.249497 0.214085 0.284053 Expected Total MS Cnt: 120.405 Backgound Scale: 1.02831. ITERATION NUMBER 36. Current Log-Posterior: 92170.1 Step Size: -89930.88341 Smoothing Hyper-parameters: 0.081460 0.191567 0.293523 0.266503 0.337609 0.209441 0.115782 Expected Total MS Cnt: 103.801 Backgound Scale: 1.01599. ITERATION NUMBER 37. Current Log-Posterior: 173282 Step Size: 81111.49511 Smoothing Hyper-parameters: 0.108535 0.044453 0.241053 0.361373 0.211801 0.281049 0.132934 Expected Total MS Cnt: 99.3374 Backgound Scale: 1.0229. ITERATION NUMBER 38. Current Log-Posterior: 188493 Step Size: 15211.20567 Smoothing Hyper-parameters: 0.070866 0.118232 0.287737 0.267651 0.270975 0.322094 0.150815 Expected Total MS Cnt: 100.184 Backgound Scale: 1.02048. ITERATION NUMBER 39. Current Log-Posterior: 204931 Step Size: 16438.43856 Smoothing Hyper-parameters: 0.011308 0.331972 0.186533 0.243294 0.228715 0.234882 0.205209 Expected Total MS Cnt: 68.4058 Backgound Scale: 1.01619. ITERATION NUMBER 40. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.054771 0.185641 0.285273 0.181969 0.301381 0.234478 0.192817 Expected Total MS Cnt: 110.709 Backgound Scale: 1.01625. ITERATION NUMBER 41. Current Log-Posterior: 249611 Step Size: -inf Smoothing Hyper-parameters: 0.030456 0.166606 0.241660 0.316797 0.271223 0.151031 0.283879 Expected Total MS Cnt: 87.0276 Backgound Scale: 1.02953. ITERATION NUMBER 42. Current Log-Posterior: 422936 Step Size: 173324.516 Smoothing Hyper-parameters: 0.056481 0.196409 0.275925 0.343127 0.276116 0.177930 0.140606 Expected Total MS Cnt: 77.7149 Backgound Scale: 1.03329. ITERATION NUMBER 43. Current Log-Posterior: 236387 Step Size: -186548.6646 Smoothing Hyper-parameters: 0.236403 0.196438 0.233128 0.228574 0.147368 0.288922 0.216361 Expected Total MS Cnt: 93.1636 Backgound Scale: 1.01768. ITERATION NUMBER 44. Current Log-Posterior: 75964.6 Step Size: -160422.405 Smoothing Hyper-parameters: 0.129509 0.286302 0.214554 0.125953 0.217348 0.341454 0.236756 Expected Total MS Cnt: 77.1466 Backgound Scale: 1.01687. ITERATION NUMBER 45. Current Log-Posterior: 113351 Step Size: 37386.90405 Smoothing Hyper-parameters: 0.095968 0.213471 0.124625 0.315460 0.301157 0.145189 0.189213 Expected Total MS Cnt: 75.4103 Backgound Scale: 1.01789. ITERATION NUMBER 46. Current Log-Posterior: 149662 Step Size: 36310.67424 Smoothing Hyper-parameters: 0.167553 0.072199 0.183367 0.176663 0.264242 0.214071 0.190613 Expected Total MS Cnt: 56.5455 Backgound Scale: 1.03336. ITERATION NUMBER 47. Current Log-Posterior: 125551 Step Size: -24111.37393 Smoothing Hyper-parameters: 0.090824 0.100347 0.088911 0.360704 0.279417 0.142624 0.130069 Expected Total MS Cnt: 59.2285 Backgound Scale: 1.03282. ITERATION NUMBER 48. Current Log-Posterior: 175611 Step Size: 50060.59964 Smoothing Hyper-parameters: 0.103267 0.226277 0.092409 0.241785 0.317313 0.216319 0.198885 Expected Total MS Cnt: 41.6858 Backgound Scale: 1.02156. ITERATION NUMBER 49. Current Log-Posterior: 144124 Step Size: -31487.51638 Smoothing Hyper-parameters: 0.025953 0.015623 0.210934 0.179908 0.219154 0.081158 0.202495 Expected Total MS Cnt: 40.6621 Backgound Scale: 1.02218. ITERATION NUMBER 50. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.007665 0.075012 0.089380 0.268983 0.220571 0.223374 0.128438 Expected Total MS Cnt: 34.2866 Backgound Scale: 1.03057. ITERATION NUMBER 51. Current Log-Posterior: inf Step Size: nan Smoothing Hyper-parameters: 0.201252 0.156126 0.150962 0.300775 0.163870 0.279646 0.292724 Expected Total MS Cnt: 28.8456 Backgound Scale: 1.01688. ITERATION NUMBER 52. Current Log-Posterior: 90456.7 Step Size: -inf Smoothing Hyper-parameters: 0.111468 0.076533 0.179270 0.176747 0.193417 0.192430 0.214868 Expected Total MS Cnt: 41.1703 Backgound Scale: 1.02073. ITERATION NUMBER 53. Current Log-Posterior: 156130 Step Size: 65673.48527 Smoothing Hyper-parameters: 0.052078 0.120928 0.108873 0.228879 0.294610 0.291216 0.217392 Expected Total MS Cnt: 31.9818 Backgound Scale: 1.04266. ITERATION NUMBER 54. Current Log-Posterior: 267168 Step Size: 111037.8757 Smoothing Hyper-parameters: 0.115688 0.169042 0.339332 0.259890 0.216334 0.231391 0.225123 Expected Total MS Cnt: 24.9568 Backgound Scale: 1.02942. ITERATION NUMBER 55. Current Log-Posterior: 129329 Step Size: -137839.2404 Smoothing Hyper-parameters: 0.204704 0.260861 0.179710 0.282232 0.243169 0.193078 0.129916 Expected Total MS Cnt: 25.9917 Backgound Scale: 1.04212. ITERATION NUMBER 56. Current Log-Posterior: 81510.5 Step Size: -47818.40084 Smoothing Hyper-parameters: 0.108121 0.192225 0.189392 0.163377 0.266150 0.139890 0.103462 Expected Total MS Cnt: 37.8394 Backgound Scale: 1.00995. ITERATION NUMBER 57. Current Log-Posterior: 138311 Step Size: 56800.79401 Smoothing Hyper-parameters: 0.098195 0.033149 0.269854 0.237309 0.183981 0.071015 0.092086 Expected Total MS Cnt: 27.4573 Backgound Scale: 1.03973. ITERATION NUMBER 58. Current Log-Posterior: 226225 Step Size: 87913.54204 Smoothing Hyper-parameters: 0.098703 0.292115 0.191673 0.247525 0.173352 0.147200 0.265212 Expected Total MS Cnt: 20.1917 Backgound Scale: 1.0363. ITERATION NUMBER 59. Current Log-Posterior: 141462 Step Size: -84762.84216 Smoothing Hyper-parameters: 0.236205 0.089717 0.218752 0.124531 0.229246 0.027114 0.062126 Expected Total MS Cnt: 20.8907 Backgound Scale: 1.03566. ITERATION NUMBER 60. Current Log-Posterior: 96384.4 Step Size: -45077.52471 Smoothing Hyper-parameters: 0.140345 0.197698 0.070153 0.037168 0.133249 0.247753 0.256839 Expected Total MS Cnt: 13.839 Backgound Scale: 1.03417. ITERATION NUMBER 61. Current Log-Posterior: 121762 Step Size: 25377.99687 Smoothing Hyper-parameters: 0.207492 0.143227 0.064451 0.133194 0.147702 0.114441 0.200760 Expected Total MS Cnt: 8.99327 Backgound Scale: 1.03886. ITERATION NUMBER 62. Current Log-Posterior: 98249.3 Step Size: -23513.07885 Smoothing Hyper-parameters: 0.146404 0.125160 0.077190 0.048155 0.035097 0.140946 0.173999 Expected Total MS Cnt: 5.26189 Backgound Scale: 1.0393. ITERATION NUMBER 63. Current Log-Posterior: 126787 Step Size: 28537.66897 Smoothing Hyper-parameters: 0.239554 0.052794 0.106756 0.158696 0.178618 0.145347 0.047236 Expected Total MS Cnt: 6.2375 Backgound Scale: 1.01684. ITERATION NUMBER 64. Current Log-Posterior: 122939 Step Size: -3847.729418 Smoothing Hyper-parameters: 0.054145 0.104801 0.143521 0.156818 0.231626 0.163777 0.224106 Expected Total MS Cnt: 7.2526 Backgound Scale: 1.02768. ITERATION NUMBER 65. Current Log-Posterior: 263908 Step Size: 140968.2477 Smoothing Hyper-parameters: 0.209173 0.183285 0.068291 0.155686 0.186355 0.092009 0.118129 Expected Total MS Cnt: 6.29623 Backgound Scale: 1.01138. ITERATION NUMBER 66. Current Log-Posterior: 91663.3 Step Size: -172244.2815 Smoothing Hyper-parameters: 0.204689 0.138471 0.051738 0.145660 0.209518 0.192785 0.110539 Expected Total MS Cnt: 11.8495 Backgound Scale: 1.02798. ITERATION NUMBER 67. Current Log-Posterior: 101804 Step Size: 10140.38862 Smoothing Hyper-parameters: 0.036000 0.171339 0.166977 0.130493 0.076091 0.253042 0.293234 Expected Total MS Cnt: 9.20493 Backgound Scale: 1.04403. ITERATION NUMBER 68. Current Log-Posterior: 365683 Step Size: 263879.8179 Smoothing Hyper-parameters: 0.217278 0.099416 0.266082 0.076779 0.115992 0.126669 0.265128 Expected Total MS Cnt: 9.95406 Backgound Scale: 1.03982. ITERATION NUMBER 69. Current Log-Posterior: 96511.1 Step Size: -269172.3646 Smoothing Hyper-parameters: 0.091082 0.136485 0.185471 0.122586 0.135269 0.205716 0.171709 Expected Total MS Cnt: 7.99481 Backgound Scale: 1.02176. ITERATION NUMBER 70. Current Log-Posterior: 166331 Step Size: 69819.80502 Smoothing Hyper-parameters: 0.184529 0.077148 0.276389 0.121989 0.134263 0.248015 0.219351 Expected Total MS Cnt: 5.04595 Backgound Scale: 1.03784. ITERATION NUMBER 71. Current Log-Posterior: 115627 Step Size: -50703.9647 Smoothing Hyper-parameters: 0.156012 0.184031 0.140149 0.258033 0.105426 0.255493 0.090628 Expected Total MS Cnt: 5.884 Backgound Scale: 1.02246. ITERATION NUMBER 72. Current Log-Posterior: 105951 Step Size: -9676.379008 Smoothing Hyper-parameters: 0.197037 0.144143 0.203006 0.139010 0.181735 0.208979 0.233844 Expected Total MS Cnt: 9.19654 Backgound Scale: 1.02077. ITERATION NUMBER 73. Current Log-Posterior: 92987.6 Step Size: -12962.99986 Smoothing Hyper-parameters: 0.192008 0.090766 0.336046 0.251237 0.055880 0.194340 0.292455 Expected Total MS Cnt: 8.76669 Backgound Scale: 1.03148. ITERATION NUMBER 74. Current Log-Posterior: 105306 Step Size: 12318.79971 Smoothing Hyper-parameters: 0.191140 0.184720 0.060492 0.262960 0.275636 0.198412 0.168800 Expected Total MS Cnt: 7.35075 Backgound Scale: 1.02657. ITERATION NUMBER 75. Current Log-Posterior: 98869.8 Step Size: -6436.58784 Smoothing Hyper-parameters: 0.204665 0.245026 0.038510 0.044541 0.153358 0.095707 0.161488 Expected Total MS Cnt: 3.61673 Backgound Scale: 1.01594. ITERATION NUMBER 76. Current Log-Posterior: 100699 Step Size: 1829.397125 Smoothing Hyper-parameters: 0.168127 0.213518 0.079690 0.077820 0.155346 0.179160 0.171458 Expected Total MS Cnt: 3.81711 Backgound Scale: 1.02796. ITERATION NUMBER 77. Current Log-Posterior: 104740 Step Size: 4040.502253 Smoothing Hyper-parameters: 0.323087 0.182870 0.250538 0.186092 0.181178 0.042032 0.106952 Expected Total MS Cnt: 2.44628 Backgound Scale: 1.04529. ITERATION NUMBER 78. Current Log-Posterior: 64244 Step Size: -40495.68905 Smoothing Hyper-parameters: 0.083249 0.142118 0.126423 0.096605 0.157697 0.255660 0.237273 Expected Total MS Cnt: 1.42841 Backgound Scale: 1.03087. ITERATION NUMBER 79. Current Log-Posterior: 179416 Step Size: 115171.62 Smoothing Hyper-parameters: 0.209660 0.081043 0.037187 0.107393 0.283891 0.117644 0.088391 Expected Total MS Cnt: 6.00751 Backgound Scale: 1.02994. ITERATION NUMBER 80. Current Log-Posterior: 123643 Step Size: -55772.65218 Smoothing Hyper-parameters: 0.076473 0.302013 0.221938 0.150187 0.116791 0.108713 0.131861 Expected Total MS Cnt: 3.94328 Backgound Scale: 1.02681. ITERATION NUMBER 81. Current Log-Posterior: 177153 Step Size: 53509.85844 Smoothing Hyper-parameters: 0.236684 0.229189 0.108534 0.186248 0.207885 0.201378 0.130256 Expected Total MS Cnt: 7.53187 Backgound Scale: 1.02355. ITERATION NUMBER 82. Current Log-Posterior: 78392.1 Step Size: -98760.67366 Smoothing Hyper-parameters: 0.093734 0.202397 0.207520 0.095247 0.231220 0.244008 0.078147 Expected Total MS Cnt: 9.8977 Backgound Scale: 1.0314. ITERATION NUMBER 83. Current Log-Posterior: 153575 Step Size: 75183.205 Smoothing Hyper-parameters: 0.193869 0.134447 0.251544 0.175235 0.129235 0.180840 0.149171 Expected Total MS Cnt: 10.6652 Backgound Scale: 1.01648. ITERATION NUMBER 84. Current Log-Posterior: 94885.5 Step Size: -58689.80049 Smoothing Hyper-parameters: 0.113278 0.091818 0.176765 0.206427 0.118437 0.153337 0.219666 Expected Total MS Cnt: 5.1073 Backgound Scale: 1.02045. ITERATION NUMBER 85. Current Log-Posterior: 149241 Step Size: 54355.22158 Smoothing Hyper-parameters: 0.286046 0.095991 0.278557 0.166239 0.206775 0.111322 0.219403 Expected Total MS Cnt: 4.76554 Backgound Scale: 1.02787. ITERATION NUMBER 86. Current Log-Posterior: 82677.6 Step Size: -66563.20523 Smoothing Hyper-parameters: 0.195130 0.141379 0.068410 0.221234 0.251145 0.250548 0.226979 Expected Total MS Cnt: 3.66738 Backgound Scale: 1.02502. ITERATION NUMBER 87. Current Log-Posterior: 100640 Step Size: 17962.76123 Smoothing Hyper-parameters: 0.227049 0.141379 0.101260 0.104519 0.179341 0.209863 0.107637 Expected Total MS Cnt: 4.91294 Backgound Scale: 1.02759. ITERATION NUMBER 88. Current Log-Posterior: 90011 Step Size: -10629.34221 Smoothing Hyper-parameters: 0.254403 0.191162 0.145272 0.073714 0.128384 0.136533 0.096726 Expected Total MS Cnt: 7.10554 Backgound Scale: 1.02018. ITERATION NUMBER 89. Current Log-Posterior: 76780.2 Step Size: -13230.73797 Smoothing Hyper-parameters: 0.219843 0.204255 0.294585 0.148518 0.115712 0.136533 0.199513 Expected Total MS Cnt: 7.13656 Backgound Scale: 1.0244. ITERATION NUMBER 90. Current Log-Posterior: 79550.2 Step Size: 2769.934638 Smoothing Hyper-parameters: 0.147223 0.134679 0.229063 0.163729 0.169492 0.101615 0.161546 Expected Total MS Cnt: 14.7652 Backgound Scale: 1.03968. ITERATION NUMBER 91. Current Log-Posterior: 113817 Step Size: 34266.72523 Smoothing Hyper-parameters: 0.114285 0.167525 0.117840 0.217062 0.272969 0.162898 0.108681 Expected Total MS Cnt: 7.8642 Backgound Scale: 1.0354. ITERATION NUMBER 92. Current Log-Posterior: 136914 Step Size: 23096.79787 Smoothing Hyper-parameters: 0.145896 0.169248 0.095054 0.239196 0.208196 0.095120 0.035638 Expected Total MS Cnt: 12.6467 Backgound Scale: 1.01896. ITERATION NUMBER 93. Current Log-Posterior: 114817 Step Size: -22097.13415 Smoothing Hyper-parameters: 0.157649 0.226261 0.131811 0.141000 0.098219 0.165624 0.190059 Expected Total MS Cnt: 4.61226 Backgound Scale: 1.02061. ITERATION NUMBER 94. Current Log-Posterior: 102904 Step Size: -11912.99754 Smoothing Hyper-parameters: 0.104770 0.323404 0.202185 0.185412 0.149222 0.189590 0.215070 Expected Total MS Cnt: 8.55462 Backgound Scale: 1.0357. ITERATION NUMBER 95. Current Log-Posterior: 134008 Step Size: 31104.23707 Smoothing Hyper-parameters: 0.179917 0.142209 0.076725 0.254571 0.091292 0.266384 0.176074 Expected Total MS Cnt: 5.73942 Backgound Scale: 1.01708. ITERATION NUMBER 96. Current Log-Posterior: 105748 Step Size: -28259.64282 Smoothing Hyper-parameters: 0.085295 0.090641 0.181052 0.216520 0.089834 0.069183 0.078761 Expected Total MS Cnt: 5.03503 Backgound Scale: 1.02931. ITERATION NUMBER 97. Current Log-Posterior: 185531 Step Size: 79782.91 Smoothing Hyper-parameters: 0.085756 0.142456 0.105220 0.142873 0.026291 0.067344 0.286769 Expected Total MS Cnt: 5.74988 Backgound Scale: 1.0325. ITERATION NUMBER 98. Current Log-Posterior: 177676 Step Size: -7854.655768 Smoothing Hyper-parameters: 0.086935 0.105151 0.060907 0.172578 0.096417 0.200478 0.056206 Expected Total MS Cnt: 3.43612 Backgound Scale: 1.04273. ITERATION NUMBER 99. Current Log-Posterior: 186977 Step Size: 9301.02382 Smoothing Hyper-parameters: 0.138907 0.246368 0.183222 0.060550 0.183888 0.190951 0.198188 Expected Total MS Cnt: 1.8144 Backgound Scale: 1.03036. ITERATION NUMBER 100. Current Log-Posterior: 113079 Step Size: -73898.232 Smoothing Hyper-parameters: 0.245189 0.149924 0.108025 0.356054 0.232524 0.164793 0.268545 Expected Total MS Cnt: 1.06852 Backgound Scale: 1.02918. ITERATION NUMBER 101. Current Log-Posterior: 82892.2 Step Size: -30186.98823 Smoothing Hyper-parameters: 0.187979 0.212200 0.235743 0.135905 0.071066 0.124956 0.203926 Expected Total MS Cnt: 5.13784 Backgound Scale: 1.02729. ITERATION NUMBER 102. Current Log-Posterior: 88974.8 Step Size: 6082.565967 Smoothing Hyper-parameters: 0.233353 0.065524 0.306964 0.225630 0.044883 0.012007 0.030220 Expected Total MS Cnt: 9.0578 Backgound Scale: 1.03387. ITERATION NUMBER 103. Current Log-Posterior: 108944 Step Size: 19969.43995 Smoothing Hyper-parameters: 0.116871 0.171897 0.181202 0.172717 0.053550 0.128149 0.375894 Expected Total MS Cnt: 2.76115 Backgound Scale: 1.04019. ITERATION NUMBER 104. Current Log-Posterior: 131380 Step Size: 22436.00465 Smoothing Hyper-parameters: 0.212658 0.250304 0.146938 0.116608 0.106300 0.137228 0.079697 Expected Total MS Cnt: 1.30691 Backgound Scale: 1.03803. ITERATION NUMBER 105. Current Log-Posterior: 81473.8 Step Size: -49906.44182 Smoothing Hyper-parameters: 0.057783 0.189256 0.266731 0.268401 0.137847 0.025207 0.050197 Expected Total MS Cnt: 0.452912 Backgound Scale: 1.03327. ITERATION NUMBER 106. Current Log-Posterior: 231895 Step Size: 150421.091 Smoothing Hyper-parameters: 0.189592 0.215852 0.184662 0.252110 0.186890 0.069036 0.145456 Expected Total MS Cnt: 3.05518 Backgound Scale: 1.03404. ITERATION NUMBER 107. Current Log-Posterior: 88700.3 Step Size: -143194.5864 Smoothing Hyper-parameters: 0.131431 0.102164 0.280388 0.129355 0.226430 0.132661 0.259013 Expected Total MS Cnt: 3.05953 Backgound Scale: 1.02779. ITERATION NUMBER 108. Current Log-Posterior: 129707 Step Size: 41006.38677 Smoothing Hyper-parameters: 0.152227 0.177959 0.140826 0.201849 0.150516 0.222368 0.199849 Expected Total MS Cnt: 3.04345 Backgound Scale: 1.03409. ITERATION NUMBER 109. Current Log-Posterior: 108803 Step Size: -20903.3335 Smoothing Hyper-parameters: 0.044411 0.148318 0.096541 0.261091 0.077595 0.120555 0.086208 Expected Total MS Cnt: 4.5368 Backgound Scale: 1.03727. ITERATION NUMBER 110. Current Log-Posterior: 307541 Step Size: 198737.7046 Smoothing Hyper-parameters: 0.197415 0.242989 0.174196 0.112199 0.132541 0.110030 0.111252 Expected Total MS Cnt: 5.54146 Backgound Scale: 1.03258. ITERATION NUMBER 111. Current Log-Posterior: 85803.5 Step Size: -221737.5244 Smoothing Hyper-parameters: 0.194631 0.122404 0.162106 0.252390 0.090731 0.223094 0.089045 Expected Total MS Cnt: 5.17439 Backgound Scale: 1.02774. ITERATION NUMBER 112. Current Log-Posterior: 97230.3 Step Size: 11426.75213 Smoothing Hyper-parameters: 0.210401 0.251710 0.067643 0.125013 0.125670 0.164772 0.187612 Expected Total MS Cnt: 5.90268 Backgound Scale: 1.01974. ITERATION NUMBER 113. Current Log-Posterior: 88363.4 Step Size: -8866.917481 Smoothing Hyper-parameters: 0.127977 0.157641 0.290632 0.198588 0.185152 0.091600 0.153991 Expected Total MS Cnt: 6.29334 Backgound Scale: 1.01072. ITERATION NUMBER 114. Current Log-Posterior: 122861 Step Size: 34497.67294 Smoothing Hyper-parameters: 0.083865 0.107444 0.051753 0.133315 0.115309 0.139742 0.171034 Expected Total MS Cnt: 9.77438 Backgound Scale: 1.03635. ITERATION NUMBER 115. Current Log-Posterior: 191686 Step Size: 68824.57709 Smoothing Hyper-parameters: 0.204067 0.077379 0.198576 0.102702 0.257840 0.213354 0.273964 Expected Total MS Cnt: 6.41368 Backgound Scale: 1.02416. ITERATION NUMBER 116. Current Log-Posterior: 110413 Step Size: -81272.48905 Smoothing Hyper-parameters: 0.173548 0.108066 0.167580 0.184405 0.163902 0.141297 0.061080 Expected Total MS Cnt: 9.4454 Backgound Scale: 1.0204. ITERATION NUMBER 117. Current Log-Posterior: 109355 Step Size: -1058.232581 Smoothing Hyper-parameters: 0.086780 0.091198 0.079692 0.218245 0.164810 0.177738 0.221887 Expected Total MS Cnt: 9.71818 Backgound Scale: 1.02994. ITERATION NUMBER 118. Current Log-Posterior: 188619 Step Size: 79263.77278 Smoothing Hyper-parameters: 0.129314 0.138839 0.064445 0.174925 0.156687 0.176295 0.060903 Expected Total MS Cnt: 11.6726 Backgound Scale: 1.03031. ITERATION NUMBER 119. Current Log-Posterior: 132630 Step Size: -55988.38261 Smoothing Hyper-parameters: 0.055555 0.132010 0.149914 0.222465 0.109191 0.222081 0.276115 Expected Total MS Cnt: 20.3292 Backgound Scale: 1.04024. ITERATION NUMBER 120. Current Log-Posterior: 253250 Step Size: 120620.0391 Smoothing Hyper-parameters: 0.184054 0.142308 0.240745 0.225635 0.372563 0.128405 0.176349 Expected Total MS Cnt: 6.06067 Backgound Scale: 1.03225. ITERATION NUMBER 121. Current Log-Posterior: 96419.9 Step Size: -156830.4488 Smoothing Hyper-parameters: 0.080946 0.166086 0.253976 0.177140 0.108166 0.079922 0.193252 Expected Total MS Cnt: 7.51887 Backgound Scale: 1.0095. ITERATION NUMBER 122. Current Log-Posterior: 177095 Step Size: 80675.20795 Smoothing Hyper-parameters: 0.088239 0.170795 0.159942 0.249398 0.206706 0.131004 0.318783 Expected Total MS Cnt: 5.04576 Backgound Scale: 1.02932. ITERATION NUMBER 123. Current Log-Posterior: 164514 Step Size: -12580.59414 Smoothing Hyper-parameters: 0.089868 0.128967 0.032201 0.296146 0.377952 0.147473 0.050416 Expected Total MS Cnt: 7.50739 Backgound Scale: 1.02206. ITERATION NUMBER 124. Current Log-Posterior: 186680 Step Size: 22165.99635 Smoothing Hyper-parameters: 0.225225 0.282049 0.184633 0.163195 0.160293 0.078891 0.166315 Expected Total MS Cnt: 11.8994 Backgound Scale: 1.04395. ITERATION NUMBER 125. Current Log-Posterior: 75387 Step Size: -111293.5046 Smoothing Hyper-parameters: 0.105191 0.176436 0.247846 0.277627 0.204771 0.262556 0.154646 Expected Total MS Cnt: 16.5484 Backgound Scale: 1.04588. ITERATION NUMBER 126. Current Log-Posterior: 141604 Step Size: 66217.43994 Smoothing Hyper-parameters: 0.139959 0.227236 0.317858 0.094331 0.272850 0.099639 0.156037 Expected Total MS Cnt: 11.0912 Backgound Scale: 1.03229. ITERATION NUMBER 127. Current Log-Posterior: 110838 Step Size: -30766.83896 Smoothing Hyper-parameters: 0.190007 0.167654 0.128347 0.200669 0.052327 0.071739 0.110848 Expected Total MS Cnt: 6.55044 Backgound Scale: 1.02368. ITERATION NUMBER 128. Current Log-Posterior: 94059.5 Step Size: -16778.11203 Smoothing Hyper-parameters: 0.222466 0.073206 0.153460 0.089506 0.270970 0.256217 0.063613 Expected Total MS Cnt: 6.03437 Backgound Scale: 1.01743. ITERATION NUMBER 129. Current Log-Posterior: 109533 Step Size: 15473.91487 Smoothing Hyper-parameters: 0.116170 0.168736 0.111720 0.195906 0.110082 0.199594 0.357412 Expected Total MS Cnt: 3.37155 Backgound Scale: 1.04404. ITERATION NUMBER 130. Current Log-Posterior: 133548 Step Size: 24014.41887 Smoothing Hyper-parameters: 0.173138 0.311564 0.202028 0.195606 0.196983 0.219450 0.157980 Expected Total MS Cnt: 6.567 Backgound Scale: 1.03013. ITERATION NUMBER 131. Current Log-Posterior: 89818.4 Step Size: -43729.39093 Smoothing Hyper-parameters: 0.085495 0.238032 0.116327 0.102847 0.177945 0.121658 0.166906 Expected Total MS Cnt: 7.68049 Backgound Scale: 1.03406. ITERATION NUMBER 132. Current Log-Posterior: 166404 Step Size: 76585.89387 Smoothing Hyper-parameters: 0.303193 0.244399 0.151180 0.209198 0.197955 0.218314 0.144509 Expected Total MS Cnt: 8.42825 Backgound Scale: 1.02692. ITERATION NUMBER 133. Current Log-Posterior: 64417.5 Step Size: -101986.7754 Smoothing Hyper-parameters: 0.069979 0.103067 0.206306 0.254266 0.259429 0.181127 0.033074 Expected Total MS Cnt: 7.42827 Backgound Scale: 1.02441. ITERATION NUMBER 134. Current Log-Posterior: 209788 Step Size: 145370.2089 Smoothing Hyper-parameters: 0.082690 0.134334 0.136503 0.188190 0.137276 0.262482 0.109367 Expected Total MS Cnt: 5.01437 Backgound Scale: 1.0401. ITERATION NUMBER 135. Current Log-Posterior: 176424 Step Size: -33363.56694 Smoothing Hyper-parameters: 0.067609 0.203459 0.226808 0.101211 0.171822 0.128107 0.032077 Expected Total MS Cnt: 4.98173 Backgound Scale: 1.03113. ITERATION NUMBER 136. Current Log-Posterior: 199721 Step Size: 23296.64765 Smoothing Hyper-parameters: 0.083750 0.289642 0.176813 0.175824 0.164130 0.209716 0.128437 Expected Total MS Cnt: 5.91808 Backgound Scale: 1.03855. ITERATION NUMBER 137. Current Log-Posterior: 165050 Step Size: -34670.46516 Smoothing Hyper-parameters: 0.102924 0.259989 0.135607 0.206030 0.141631 0.209716 0.162090 Expected Total MS Cnt: 6.13266 Backgound Scale: 1.02808. ITERATION NUMBER 138. Current Log-Posterior: 140138 Step Size: -24911.99979 Smoothing Hyper-parameters: 0.189723 0.150474 0.228954 0.288044 0.086301 0.101931 0.183524 Expected Total MS Cnt: 5.17964 Backgound Scale: 1.02358. ITERATION NUMBER 139. Current Log-Posterior: 94263.4 Step Size: -45874.94858 Smoothing Hyper-parameters: 0.218167 0.027007 0.181401 0.060819 0.142153 0.146048 0.113590 Expected Total MS Cnt: 5.42338 Backgound Scale: 1.02339. ITERATION NUMBER 140. Current Log-Posterior: 180623 Step Size: 86359.82678 Smoothing Hyper-parameters: 0.208534 0.129103 0.038935 0.032453 0.202081 0.209029 0.343216 Expected Total MS Cnt: 10.5016 Backgound Scale: 1.00965. ITERATION NUMBER 141. Current Log-Posterior: 112523 Step Size: -68100.28998 Smoothing Hyper-parameters: 0.193119 0.170451 0.123079 0.086455 0.179135 0.173102 0.204779 Expected Total MS Cnt: 9.59394 Backgound Scale: 1.03163. ITERATION NUMBER 142. Current Log-Posterior: 93767.9 Step Size: -18755.07162 Smoothing Hyper-parameters: 0.178136 0.070850 0.032948 0.182691 0.184930 0.220680 0.205195 Expected Total MS Cnt: 10.4399 Backgound Scale: 1.03909. ITERATION NUMBER 143. Current Log-Posterior: 138670 Step Size: 44901.96778 Smoothing Hyper-parameters: 0.111280 0.125781 0.207288 0.015229 0.119002 0.089225 0.129162 Expected Total MS Cnt: 6.55618 Backgound Scale: 1.01416. ITERATION NUMBER 144. Current Log-Posterior: 155704 Step Size: 17033.89807 Smoothing Hyper-parameters: 0.149592 0.115765 0.119757 0.080128 0.236961 0.093516 0.169030 Expected Total MS Cnt: 8.54043 Backgound Scale: 1.02292. ITERATION NUMBER 145. Current Log-Posterior: 120285 Step Size: -35418.57637 Smoothing Hyper-parameters: 0.247714 0.079484 0.145413 0.211407 0.185110 0.060288 0.103593 Expected Total MS Cnt: 11.7043 Backgound Scale: 1.02752. ITERATION NUMBER 146. Current Log-Posterior: 99020.1 Step Size: -21265.04786 Smoothing Hyper-parameters: 0.142739 0.076475 0.157380 0.134493 0.173829 0.088717 0.183604 Expected Total MS Cnt: 12.2261 Backgound Scale: 1.03092. ITERATION NUMBER 147. Current Log-Posterior: 135824 Step Size: 36803.58072 Smoothing Hyper-parameters: 0.354220 0.063624 0.103985 0.220150 0.123843 0.237046 0.048088 Expected Total MS Cnt: 13.5408 Backgound Scale: 1.04144. ITERATION NUMBER 148. Current Log-Posterior: 96141.9 Step Size: -39681.74192 Smoothing Hyper-parameters: 0.218590 0.299612 0.100028 0.150765 0.187958 0.088789 0.178723 Expected Total MS Cnt: 11.9265 Backgound Scale: 1.03478. ITERATION NUMBER 149. Current Log-Posterior: 80217.6 Step Size: -15924.34814 Smoothing Hyper-parameters: 0.136287 0.169594 0.114295 0.215782 0.054751 0.215720 0.154525 Expected Total MS Cnt: 13.2676 Backgound Scale: 1.03085. ITERATION NUMBER 150. Current Log-Posterior: 119525 Step Size: 39307.25223 Smoothing Hyper-parameters: 0.255290 0.232605 0.145543 0.214645 0.110039 0.145632 0.098461 Expected Total MS Cnt: 11.49 Backgound Scale: 1.02319. ITERATION NUMBER 151. Current Log-Posterior: 72839.6 Step Size: -46685.22938 Smoothing Hyper-parameters: 0.120148 0.327687 0.151130 0.202452 0.132396 0.034391 0.127597 Expected Total MS Cnt: 12.9199 Backgound Scale: 1.02748. ITERATION NUMBER 152. Current Log-Posterior: 121843 Step Size: 49003.02881 Smoothing Hyper-parameters: 0.229322 0.152541 0.331011 0.240577 0.215432 0.270269 0.010164 Expected Total MS Cnt: 13.9834 Backgound Scale: 1.02556. ITERATION NUMBER 153. Current Log-Posterior: 82350.1 Step Size: -39492.54079 Smoothing Hyper-parameters: 0.102759 0.261298 0.132202 0.226270 0.195620 0.080240 0.161152 Expected Total MS Cnt: 13.7127 Backgound Scale: 1.03912. ITERATION NUMBER 154. Current Log-Posterior: 141138 Step Size: 58787.77706 Smoothing Hyper-parameters: 0.194323 0.270526 0.176508 0.158322 0.170084 0.142992 0.442274 Expected Total MS Cnt: 16.7235 Backgound Scale: 1.02465. ITERATION NUMBER 155. Current Log-Posterior: 85088 Step Size: -56049.86586 Smoothing Hyper-parameters: 0.241935 0.249944 0.145878 0.300257 0.106784 0.051172 0.174094 Expected Total MS Cnt: 13.4487 Backgound Scale: 1.02091. ITERATION NUMBER 156. Current Log-Posterior: 73789 Step Size: -11298.99639 Smoothing Hyper-parameters: 0.103657 0.149530 0.131630 0.294787 0.190428 0.172930 0.172082 Expected Total MS Cnt: 11.4691 Backgound Scale: 1.01535. ITERATION NUMBER 157. Current Log-Posterior: 148560 Step Size: 74770.8893 Smoothing Hyper-parameters: 0.214122 0.183998 0.139014 0.053219 0.155115 0.052684 0.290064 Expected Total MS Cnt: 17.3729 Backgound Scale: 1.02403. ITERATION NUMBER 158. Current Log-Posterior: 88417 Step Size: -60142.8722 Smoothing Hyper-parameters: 0.249284 0.120076 0.275940 0.144480 0.153710 0.146405 0.177790 Expected Total MS Cnt: 8.7372 Backgound Scale: 1.01849. ITERATION NUMBER 159. Current Log-Posterior: 84573.1 Step Size: -3843.949529 Smoothing Hyper-parameters: 0.128531 0.149478 0.193366 0.143013 0.266116 0.247491 0.116163 Expected Total MS Cnt: 18.5329 Backgound Scale: 1.0256. ITERATION NUMBER 160. Current Log-Posterior: 124905 Step Size: 40331.49434 Smoothing Hyper-parameters: 0.187549 0.249149 0.381097 0.120310 0.039037 0.172182 0.206813 Expected Total MS Cnt: 13.7761 Backgound Scale: 1.02894. ITERATION NUMBER 161. Current Log-Posterior: 86923.9 Step Size: -37980.65981 Smoothing Hyper-parameters: 0.187549 0.173650 0.170557 0.124775 0.318801 0.220282 0.093123 Expected Total MS Cnt: 6.21764 Backgound Scale: 1.01682. ITERATION NUMBER 162. Current Log-Posterior: 94507.2 Step Size: 7583.262722 Smoothing Hyper-parameters: 0.186554 0.105903 0.066249 0.162769 0.192243 0.354760 0.209595 Expected Total MS Cnt: 15.7103 Backgound Scale: 1.03619. ITERATION NUMBER 163. Current Log-Posterior: 111512 Step Size: 17004.57812 Smoothing Hyper-parameters: 0.245855 0.286350 0.089352 0.182935 0.042045 0.107991 0.268783 Expected Total MS Cnt: 11.8784 Backgound Scale: 1.03153. ITERATION NUMBER 164. Current Log-Posterior: 76837.6 Step Size: -34674.12112 Smoothing Hyper-parameters: 0.201331 0.099039 0.269233 0.142714 0.263967 0.108859 0.211218 Expected Total MS Cnt: 7.69112 Backgound Scale: 1.0299. ITERATION NUMBER 165. Current Log-Posterior: 100365 Step Size: 23527.56085 Smoothing Hyper-parameters: 0.012746 0.252852 0.146114 0.101261 0.100188 0.170353 0.130186 Expected Total MS Cnt: 14.8469 Backgound Scale: 1.04155. ITERATION NUMBER 166. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.139905 0.099500 0.297287 0.259887 0.222481 0.248404 0.080654 Expected Total MS Cnt: 22.1882 Backgound Scale: 1.04734. ITERATION NUMBER 167. Current Log-Posterior: 124796 Step Size: -inf Smoothing Hyper-parameters: 0.250043 0.032342 0.165470 0.247547 0.132203 0.188722 0.231190 Expected Total MS Cnt: 18.3348 Backgound Scale: 1.03405. ITERATION NUMBER 168. Current Log-Posterior: 152282 Step Size: 27486.38464 Smoothing Hyper-parameters: 0.169582 0.192119 0.124484 0.200040 0.147613 0.162538 0.097823 Expected Total MS Cnt: 21.1304 Backgound Scale: 1.03188. ITERATION NUMBER 169. Current Log-Posterior: 99688 Step Size: -52594.38807 Smoothing Hyper-parameters: 0.226996 0.233912 0.225551 0.055199 0.106795 0.297886 0.141422 Expected Total MS Cnt: 15.8522 Backgound Scale: 1.0182. ITERATION NUMBER 170. Current Log-Posterior: 79125 Step Size: -20563.08296 Smoothing Hyper-parameters: 0.142701 0.166609 0.054687 0.043747 0.188709 0.232145 0.139418 Expected Total MS Cnt: 14.8368 Backgound Scale: 1.03801. ITERATION NUMBER 171. Current Log-Posterior: 126443 Step Size: 47318.03918 Smoothing Hyper-parameters: 0.133936 0.095500 0.127788 0.141153 0.211706 0.077704 0.049004 Expected Total MS Cnt: 9.82039 Backgound Scale: 1.03092. ITERATION NUMBER 172. Current Log-Posterior: 133763 Step Size: 7320.269423 Smoothing Hyper-parameters: 0.118843 0.083599 0.275206 0.119786 0.151771 0.105338 0.164485 Expected Total MS Cnt: 7.15318 Backgound Scale: 1.03415. ITERATION NUMBER 173. Current Log-Posterior: 148861 Step Size: 15097.5903 Smoothing Hyper-parameters: 0.131867 0.104101 0.266398 0.086931 0.055427 0.099306 0.218383 Expected Total MS Cnt: 3.94975 Backgound Scale: 1.0452. ITERATION NUMBER 174. Current Log-Posterior: 132540 Step Size: -16320.76766 Smoothing Hyper-parameters: 0.065005 0.074665 0.203281 0.213589 0.256024 0.206993 0.149927 Expected Total MS Cnt: 7.75735 Backgound Scale: 1.0384. ITERATION NUMBER 175. Current Log-Posterior: 234949 Step Size: 102408.6269 Smoothing Hyper-parameters: 0.213113 0.176393 0.051028 0.183164 0.122967 0.098273 0.314646 Expected Total MS Cnt: 3.93555 Backgound Scale: 1.02284. ITERATION NUMBER 176. Current Log-Posterior: 94712 Step Size: -140236.7578 Smoothing Hyper-parameters: 0.025498 0.133479 0.061445 0.037414 0.031642 0.080287 0.130599 Expected Total MS Cnt: 3.6653 Backgound Scale: 1.02354. ITERATION NUMBER 177. Current Log-Posterior: 515689 Step Size: 420976.6557 Smoothing Hyper-parameters: 0.101687 0.226845 0.115447 0.296022 0.186738 0.197277 0.044761 Expected Total MS Cnt: 3.17884 Backgound Scale: 1.01858. ITERATION NUMBER 178. Current Log-Posterior: 143462 Step Size: -372226.4964 Smoothing Hyper-parameters: 0.142377 0.144783 0.169573 0.158589 0.126893 0.088571 0.211543 Expected Total MS Cnt: 3.65009 Backgound Scale: 1.04202. ITERATION NUMBER 179. Current Log-Posterior: 116859 Step Size: -26603.4084 Smoothing Hyper-parameters: 0.168114 0.144829 0.219718 0.096764 0.290462 0.033643 0.136213 Expected Total MS Cnt: 5.0366 Backgound Scale: 1.01155. ITERATION NUMBER 180. Current Log-Posterior: 104888 Step Size: -11971.18703 Smoothing Hyper-parameters: 0.213593 0.251492 0.169137 0.214518 0.084179 0.112357 0.183028 Expected Total MS Cnt: 10.2384 Backgound Scale: 1.02285. ITERATION NUMBER 181. Current Log-Posterior: 80089.6 Step Size: -24797.89147 Smoothing Hyper-parameters: 0.212999 0.053500 0.157517 0.188392 0.223780 0.058487 0.190391 Expected Total MS Cnt: 6.68129 Backgound Scale: 1.02685. ITERATION NUMBER 182. Current Log-Posterior: 123418 Step Size: 43328.58918 Smoothing Hyper-parameters: 0.202309 0.124912 0.244349 0.110646 0.246264 0.171202 0.324436 Expected Total MS Cnt: 7.59819 Backgound Scale: 1.02324. ITERATION NUMBER 183. Current Log-Posterior: 95045.8 Step Size: -28372.39999 Smoothing Hyper-parameters: 0.126937 0.079327 0.094008 0.260116 0.178102 0.119991 0.083167 Expected Total MS Cnt: 11.7642 Backgound Scale: 1.04772. ITERATION NUMBER 184. Current Log-Posterior: 147769 Step Size: 52723.64965 Smoothing Hyper-parameters: 0.072401 0.226547 0.138214 0.175835 0.233239 0.140257 0.195435 Expected Total MS Cnt: 12.1602 Backgound Scale: 1.04488. ITERATION NUMBER 185. Current Log-Posterior: 189188 Step Size: 41418.7036 Smoothing Hyper-parameters: 0.141213 0.078882 0.257900 0.124509 0.299534 0.208828 0.145575 Expected Total MS Cnt: 13.0859 Backgound Scale: 1.03783. ITERATION NUMBER 186. Current Log-Posterior: 132725 Step Size: -56463.04246 Smoothing Hyper-parameters: 0.076472 0.112230 0.151105 0.319923 0.186570 0.250062 0.191484 Expected Total MS Cnt: 15.7603 Backgound Scale: 1.0331. ITERATION NUMBER 187. Current Log-Posterior: 194537 Step Size: 61811.76863 Smoothing Hyper-parameters: 0.045438 0.109084 0.190648 0.112252 0.226549 0.140725 0.096993 Expected Total MS Cnt: 17.8499 Backgound Scale: 1.0166. ITERATION NUMBER 188. Current Log-Posterior: 307057 Step Size: 112519.6043 Smoothing Hyper-parameters: 0.220513 0.189035 0.202217 0.089379 0.132532 0.188515 0.098096 Expected Total MS Cnt: 16.2631 Backgound Scale: 1.02902. ITERATION NUMBER 189. Current Log-Posterior: 82711.6 Step Size: -224344.8855 Smoothing Hyper-parameters: 0.245570 0.201361 0.013643 0.277620 0.170963 0.256371 0.212417 Expected Total MS Cnt: 11.8689 Backgound Scale: 1.03178. ITERATION NUMBER 190. Current Log-Posterior: 129001 Step Size: 46289.1827 Smoothing Hyper-parameters: 0.192223 0.085651 0.076026 0.215660 0.172419 0.260947 0.181719 Expected Total MS Cnt: 17.2607 Backgound Scale: 1.03294. ITERATION NUMBER 191. Current Log-Posterior: 113403 Step Size: -15597.49006 Smoothing Hyper-parameters: 0.081202 0.037933 0.043088 0.096118 0.152850 0.254534 0.129198 Expected Total MS Cnt: 20.7254 Backgound Scale: 1.02216. ITERATION NUMBER 192. Current Log-Posterior: 252041 Step Size: 138637.8329 Smoothing Hyper-parameters: 0.208663 0.089907 0.201768 0.272392 0.220273 0.215953 0.230725 Expected Total MS Cnt: 7.50661 Backgound Scale: 1.03428. ITERATION NUMBER 193. Current Log-Posterior: 101571 Step Size: -150470.4128 Smoothing Hyper-parameters: 0.255631 0.042301 0.301584 0.121028 0.102811 0.170368 0.162342 Expected Total MS Cnt: 5.10116 Backgound Scale: 1.01711. ITERATION NUMBER 194. Current Log-Posterior: 129291 Step Size: 27720.28478 Smoothing Hyper-parameters: 0.143740 0.096178 0.238269 0.197923 0.239408 0.132208 0.074684 Expected Total MS Cnt: 4.93017 Backgound Scale: 1.02371. ITERATION NUMBER 195. Current Log-Posterior: 125648 Step Size: -3643.47218 Smoothing Hyper-parameters: 0.158165 0.033424 0.174421 0.200130 0.233318 0.164628 0.184989 Expected Total MS Cnt: 2.32164 Backgound Scale: 1.04339. ITERATION NUMBER 196. Current Log-Posterior: 180394 Step Size: 54746.8942 Smoothing Hyper-parameters: 0.122276 0.139635 0.068421 0.153531 0.144317 0.044082 0.151943 Expected Total MS Cnt: 4.62504 Backgound Scale: 1.02374. ITERATION NUMBER 197. Current Log-Posterior: 137084 Step Size: -43310.29529 Smoothing Hyper-parameters: 0.112722 0.087150 0.093205 0.120348 0.040163 0.125129 0.216126 Expected Total MS Cnt: 3.55304 Backgound Scale: 1.0288. ITERATION NUMBER 198. Current Log-Posterior: 159110 Step Size: 22026.21245 Smoothing Hyper-parameters: 0.059269 0.035544 0.100359 0.287309 0.190302 0.117135 0.056980 Expected Total MS Cnt: 5.07126 Backgound Scale: 1.02623. ITERATION NUMBER 199. Current Log-Posterior: 299613 Step Size: 140502.9368 Smoothing Hyper-parameters: 0.176070 0.036649 0.111492 0.268513 0.068283 0.203496 0.098911 Expected Total MS Cnt: 2.47453 Backgound Scale: 1.02487. ITERATION NUMBER 200. Current Log-Posterior: 164168 Step Size: -135445.4727 Smoothing Hyper-parameters: 0.215931 0.125509 0.234559 0.165984 0.058992 0.039297 0.073867 Expected Total MS Cnt: 7.897 Backgound Scale: 1.02736. ITERATION NUMBER 201. Current Log-Posterior: 90948.6 Step Size: -73219.22462 Smoothing Hyper-parameters: 0.009581 0.268787 0.181608 0.203489 0.292888 0.201482 0.102036 Expected Total MS Cnt: 7.3124 Backgound Scale: 1.02715. ITERATION NUMBER 202. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.104466 0.287285 0.079306 0.094224 0.359675 0.209195 0.122302 Expected Total MS Cnt: 11.874 Backgound Scale: 1.02388. ITERATION NUMBER 203. Current Log-Posterior: 143527 Step Size: -inf Smoothing Hyper-parameters: 0.225478 0.170348 0.129065 0.256447 0.201330 0.047437 0.151326 Expected Total MS Cnt: 14.0797 Backgound Scale: 1.03615. ITERATION NUMBER 204. Current Log-Posterior: 83934.7 Step Size: -59592.29808 Smoothing Hyper-parameters: 0.059389 0.181184 0.034025 0.180296 0.238287 0.150538 0.214951 Expected Total MS Cnt: 13.1669 Backgound Scale: 1.02748. ITERATION NUMBER 205. Current Log-Posterior: 247894 Step Size: 163959.8157 Smoothing Hyper-parameters: 0.178957 0.087518 0.167471 0.131116 0.117466 0.184732 0.041518 Expected Total MS Cnt: 16.8418 Backgound Scale: 1.02393. ITERATION NUMBER 206. Current Log-Posterior: 112998 Step Size: -134896.6759 Smoothing Hyper-parameters: 0.087145 0.105776 0.374716 0.179226 0.056687 0.217428 0.127762 Expected Total MS Cnt: 18.0106 Backgound Scale: 1.03013. ITERATION NUMBER 207. Current Log-Posterior: 173323 Step Size: 60325.29931 Smoothing Hyper-parameters: 0.136828 0.170333 0.158244 0.102393 0.120540 0.085946 0.146332 Expected Total MS Cnt: 16.8453 Backgound Scale: 1.03213. ITERATION NUMBER 208. Current Log-Posterior: 118337 Step Size: -54986.32505 Smoothing Hyper-parameters: 0.171257 0.222521 0.171166 0.199340 0.315126 0.265418 0.098642 Expected Total MS Cnt: 12.09 Backgound Scale: 1.02834. ITERATION NUMBER 209. Current Log-Posterior: 94632.8 Step Size: -23703.96775 Smoothing Hyper-parameters: 0.182442 0.202095 0.231640 0.271222 0.234023 0.194213 0.200633 Expected Total MS Cnt: 17.9595 Backgound Scale: 1.03988. ITERATION NUMBER 210. Current Log-Posterior: 90368.9 Step Size: -4263.936529 Smoothing Hyper-parameters: 0.249620 0.169692 0.140196 0.164790 0.179991 0.238003 0.259457 Expected Total MS Cnt: 14.102 Backgound Scale: 1.03704. ITERATION NUMBER 211. Current Log-Posterior: 79476.7 Step Size: -10892.17475 Smoothing Hyper-parameters: 0.183213 0.048117 0.156908 0.347207 0.225431 0.146077 0.315245 Expected Total MS Cnt: 24.0806 Backgound Scale: 1.02182. ITERATION NUMBER 212. Current Log-Posterior: 140307 Step Size: 60829.99456 Smoothing Hyper-parameters: 0.260247 0.257823 0.210635 0.160611 0.142357 0.237037 0.237497 Expected Total MS Cnt: 18.8489 Backgound Scale: 1.02608. ITERATION NUMBER 213. Current Log-Posterior: 69479.3 Step Size: -70827.35893 Smoothing Hyper-parameters: 0.091211 0.189078 0.086925 0.076193 0.102080 0.200126 0.156385 Expected Total MS Cnt: 5.45352 Backgound Scale: 1.02166. ITERATION NUMBER 214. Current Log-Posterior: 164629 Step Size: 95149.28681 Smoothing Hyper-parameters: 0.272279 0.184170 0.080103 0.065041 0.183883 0.229211 0.092464 Expected Total MS Cnt: 4.67767 Backgound Scale: 1.03591. ITERATION NUMBER 215. Current Log-Posterior: 80150.3 Step Size: -84478.30991 Smoothing Hyper-parameters: 0.198104 0.107215 0.121368 0.264075 0.272051 0.245937 0.159348 Expected Total MS Cnt: 8.25246 Backgound Scale: 1.02338. ITERATION NUMBER 216. Current Log-Posterior: 101774 Step Size: 21623.88979 Smoothing Hyper-parameters: 0.211015 0.161427 0.179969 0.226795 0.109956 0.221221 0.224360 Expected Total MS Cnt: 8.40983 Backgound Scale: 1.02087. ITERATION NUMBER 217. Current Log-Posterior: 87345.8 Step Size: -14428.38739 Smoothing Hyper-parameters: 0.076448 0.082977 0.060149 0.259724 0.168523 0.244647 0.163783 Expected Total MS Cnt: 8.03234 Backgound Scale: 1.02129. ITERATION NUMBER 218. Current Log-Posterior: 211396 Step Size: 124050.5167 Smoothing Hyper-parameters: 0.159249 0.252302 0.059252 0.097925 0.147661 0.203296 0.134996 Expected Total MS Cnt: 6.18336 Backgound Scale: 1.03175. ITERATION NUMBER 219. Current Log-Posterior: 108565 Step Size: -102831.4678 Smoothing Hyper-parameters: 0.206939 0.183120 0.342688 0.204417 0.218765 0.100806 0.329047 Expected Total MS Cnt: 6.03761 Backgound Scale: 1.02851. ITERATION NUMBER 220. Current Log-Posterior: 83517.4 Step Size: -25047.44672 Smoothing Hyper-parameters: 0.281466 0.239333 0.164944 0.201713 0.051266 0.104596 0.210497 Expected Total MS Cnt: 13.1637 Backgound Scale: 1.00819. ITERATION NUMBER 221. Current Log-Posterior: 67925.5 Step Size: -15591.96789 Smoothing Hyper-parameters: 0.157555 0.104980 0.290365 0.354896 0.076625 0.162481 0.192264 Expected Total MS Cnt: 14.5907 Backgound Scale: 1.04334. ITERATION NUMBER 222. Current Log-Posterior: 115288 Step Size: 47362.9113 Smoothing Hyper-parameters: 0.083268 0.220413 0.181776 0.183792 0.153095 0.277312 0.269646 Expected Total MS Cnt: 17.1362 Backgound Scale: 1.03805. ITERATION NUMBER 223. Current Log-Posterior: 167958 Step Size: 52669.32705 Smoothing Hyper-parameters: 0.325159 0.217126 0.110002 0.061643 0.216607 0.298566 0.087874 Expected Total MS Cnt: 18.9019 Backgound Scale: 1.02345. ITERATION NUMBER 224. Current Log-Posterior: 67165.3 Step Size: -100792.3739 Smoothing Hyper-parameters: 0.410264 0.192872 0.270353 0.338369 0.173749 0.042986 0.234659 Expected Total MS Cnt: 17.0378 Backgound Scale: 1.01123. ITERATION NUMBER 225. Current Log-Posterior: 54596.6 Step Size: -12568.75626 Smoothing Hyper-parameters: 0.134586 0.144846 0.106868 0.178911 0.311612 0.128472 0.258217 Expected Total MS Cnt: 25.5283 Backgound Scale: 1.03546. ITERATION NUMBER 226. Current Log-Posterior: 124224 Step Size: 69627.72251 Smoothing Hyper-parameters: 0.100249 0.149869 0.044388 0.181113 0.067408 0.212397 0.155909 Expected Total MS Cnt: 9.28106 Backgound Scale: 1.01567. ITERATION NUMBER 227. Current Log-Posterior: 163249 Step Size: 39025.15914 Smoothing Hyper-parameters: 0.159302 0.233896 0.099929 0.230486 0.215715 0.249090 0.184022 Expected Total MS Cnt: 9.43895 Backgound Scale: 1.02302. ITERATION NUMBER 228. Current Log-Posterior: 102078 Step Size: -61171.06584 Smoothing Hyper-parameters: 0.203237 0.046919 0.064814 0.072790 0.180027 0.202591 0.168549 Expected Total MS Cnt: 7.34738 Backgound Scale: 1.01369. ITERATION NUMBER 229. Current Log-Posterior: 142274 Step Size: 40195.41407 Smoothing Hyper-parameters: 0.067295 0.146618 0.102874 0.261517 0.166525 0.255527 0.165274 Expected Total MS Cnt: 8.02733 Backgound Scale: 1.03836. ITERATION NUMBER 230. Current Log-Posterior: 213269 Step Size: 70995.35368 Smoothing Hyper-parameters: 0.117449 0.077416 0.086436 0.129551 0.157725 0.179610 0.012620 Expected Total MS Cnt: 8.44564 Backgound Scale: 1.02862. ITERATION NUMBER 231. Current Log-Posterior: 157804 Step Size: -55464.91216 Smoothing Hyper-parameters: 0.183782 0.046381 0.191514 0.072773 0.240942 0.178137 0.175746 Expected Total MS Cnt: 9.18046 Backgound Scale: 1.02449. ITERATION NUMBER 232. Current Log-Posterior: 144071 Step Size: -13732.85825 Smoothing Hyper-parameters: 0.193657 0.096438 0.109758 0.011734 0.213172 0.162738 0.211185 Expected Total MS Cnt: 7.35203 Backgound Scale: 1.02634. ITERATION NUMBER 233. Current Log-Posterior: 122517 Step Size: -21553.99277 Smoothing Hyper-parameters: 0.169445 0.284107 0.292480 0.198365 0.168013 0.067238 0.217280 Expected Total MS Cnt: 5.41247 Backgound Scale: 1.02828. ITERATION NUMBER 234. Current Log-Posterior: 91505 Step Size: -31012.3836 Smoothing Hyper-parameters: 0.067677 0.078451 0.189456 0.195444 0.107083 0.048769 0.240090 Expected Total MS Cnt: 7.31755 Backgound Scale: 1.02506. ITERATION NUMBER 235. Current Log-Posterior: 225440 Step Size: 133935.4096 Smoothing Hyper-parameters: 0.049855 0.047258 0.102236 0.235287 0.159460 0.115787 0.076250 Expected Total MS Cnt: 2.11825 Backgound Scale: 1.02569. ITERATION NUMBER 236. Current Log-Posterior: 317088 Step Size: 91647.44138 Smoothing Hyper-parameters: 0.135443 0.246815 0.216497 0.105526 0.086039 0.145124 0.196682 Expected Total MS Cnt: 5.22366 Backgound Scale: 1.03176. ITERATION NUMBER 237. Current Log-Posterior: 112839 Step Size: -204248.8109 Smoothing Hyper-parameters: 0.153917 0.054771 0.046958 0.310706 0.202399 0.131015 0.214200 Expected Total MS Cnt: 4.54375 Backgound Scale: 1.03048. ITERATION NUMBER 238. Current Log-Posterior: 156284 Step Size: 43444.83242 Smoothing Hyper-parameters: 0.202344 0.131376 0.146486 0.250374 0.145531 0.198280 0.131278 Expected Total MS Cnt: 2.85208 Backgound Scale: 1.03775. ITERATION NUMBER 239. Current Log-Posterior: 95100.4 Step Size: -61183.48396 Smoothing Hyper-parameters: 0.168182 0.230640 0.072366 0.219445 0.091873 0.224270 0.183856 Expected Total MS Cnt: 1.81366 Backgound Scale: 1.01964. ITERATION NUMBER 240. Current Log-Posterior: 102230 Step Size: 7129.905702 Smoothing Hyper-parameters: 0.201663 0.231846 0.168249 0.262433 0.136715 0.255308 0.217468 Expected Total MS Cnt: 4.94193 Backgound Scale: 1.01702. ITERATION NUMBER 241. Current Log-Posterior: 84549.8 Step Size: -17680.46794 Smoothing Hyper-parameters: 0.242426 0.055027 0.200568 0.319287 0.137620 0.194038 0.341236 Expected Total MS Cnt: 6.86943 Backgound Scale: 1.0319. ITERATION NUMBER 242. Current Log-Posterior: 115959 Step Size: 31408.70342 Smoothing Hyper-parameters: 0.084421 0.093153 0.280872 0.210531 0.098022 0.084457 0.199545 Expected Total MS Cnt: 12.3176 Backgound Scale: 1.03795. ITERATION NUMBER 243. Current Log-Posterior: 185643 Step Size: 69684.8367 Smoothing Hyper-parameters: 0.096538 0.162661 0.225084 0.049167 0.325722 0.153296 0.123267 Expected Total MS Cnt: 9.96356 Backgound Scale: 1.03475. ITERATION NUMBER 244. Current Log-Posterior: 155497 Step Size: -30146.63554 Smoothing Hyper-parameters: 0.096416 0.282540 0.138626 0.114704 0.074697 0.249405 0.119247 Expected Total MS Cnt: 8.35335 Backgound Scale: 1.02097. ITERATION NUMBER 245. Current Log-Posterior: 147679 Step Size: -7817.298605 Smoothing Hyper-parameters: 0.156119 0.230583 0.254321 0.062443 0.097166 0.100372 0.175739 Expected Total MS Cnt: 8.86831 Backgound Scale: 1.03604. ITERATION NUMBER 246. Current Log-Posterior: 101707 Step Size: -45972.43312 Smoothing Hyper-parameters: 0.097069 0.299569 0.123703 0.197197 0.150063 0.190165 0.143515 Expected Total MS Cnt: 9.15728 Backgound Scale: 1.04038. ITERATION NUMBER 247. Current Log-Posterior: 146564 Step Size: 44857.24585 Smoothing Hyper-parameters: 0.246281 0.122972 0.135321 0.107501 0.048272 0.280207 0.176563 Expected Total MS Cnt: 15.9968 Backgound Scale: 1.02224. ITERATION NUMBER 248. Current Log-Posterior: 87740.3 Step Size: -58823.9815 Smoothing Hyper-parameters: 0.128733 0.139949 0.078793 0.098574 0.015085 0.254242 0.206552 Expected Total MS Cnt: 14.6555 Backgound Scale: 1.01588. ITERATION NUMBER 249. Current Log-Posterior: 133356 Step Size: 45615.99467 Smoothing Hyper-parameters: 0.036647 0.098774 0.168776 0.107163 0.196525 0.153459 0.268489 Expected Total MS Cnt: 7.85767 Backgound Scale: 1.03185. ITERATION NUMBER 250. Current Log-Posterior: 373192 Step Size: 239836.1834 Smoothing Hyper-parameters: 0.170084 0.178794 0.124883 0.248140 0.136838 0.223617 0.124980 Expected Total MS Cnt: 12.6982 Backgound Scale: 1.03416. ITERATION NUMBER 251. Current Log-Posterior: 100758 Step Size: -272434.0905 Smoothing Hyper-parameters: 0.235259 0.196540 0.168093 0.291920 0.153627 0.112197 0.197069 Expected Total MS Cnt: 8.11449 Backgound Scale: 1.02196. ITERATION NUMBER 252. Current Log-Posterior: 77916.2 Step Size: -22842.15749 Smoothing Hyper-parameters: 0.108849 0.173749 0.206911 0.188823 0.024304 0.176877 0.045738 Expected Total MS Cnt: 7.7527 Backgound Scale: 1.02479. ITERATION NUMBER 253. Current Log-Posterior: 140444 Step Size: 62527.45247 Smoothing Hyper-parameters: 0.047301 0.048189 0.135998 0.103740 0.138296 0.104713 0.048444 Expected Total MS Cnt: 5.2147 Backgound Scale: 1.02428. ITERATION NUMBER 254. Current Log-Posterior: 330928 Step Size: 190484.6297 Smoothing Hyper-parameters: 0.112282 0.192556 0.169327 0.172299 0.176014 0.126300 0.234391 Expected Total MS Cnt: 3.62237 Backgound Scale: 1.02544. ITERATION NUMBER 255. Current Log-Posterior: 134136 Step Size: -196791.909 Smoothing Hyper-parameters: 0.255429 0.076703 0.115867 0.141317 0.138242 0.137971 0.261722 Expected Total MS Cnt: 6.8096 Backgound Scale: 1.02738. ITERATION NUMBER 256. Current Log-Posterior: 100957 Step Size: -33179.04185 Smoothing Hyper-parameters: 0.230324 0.202571 0.059435 0.266600 0.338462 0.161232 0.150805 Expected Total MS Cnt: 4.47762 Backgound Scale: 1.01846. ITERATION NUMBER 257. Current Log-Posterior: 87268.3 Step Size: -13689.00342 Smoothing Hyper-parameters: 0.145235 0.159117 0.211436 0.099652 0.177326 0.249526 0.034276 Expected Total MS Cnt: 12.4588 Backgound Scale: 1.02551. ITERATION NUMBER 258. Current Log-Posterior: 113293 Step Size: 26025.17537 Smoothing Hyper-parameters: 0.203394 0.218425 0.100968 0.145851 0.247121 0.242739 0.122438 Expected Total MS Cnt: 3.66072 Backgound Scale: 1.02717. ITERATION NUMBER 259. Current Log-Posterior: 88535.1 Step Size: -24758.41206 Smoothing Hyper-parameters: 0.190027 0.269151 0.164991 0.079868 0.136969 0.215722 0.236093 Expected Total MS Cnt: 4.91634 Backgound Scale: 1.0304. ITERATION NUMBER 260. Current Log-Posterior: 88144.3 Step Size: -390.7781697 Smoothing Hyper-parameters: 0.215703 0.161392 0.097962 0.180925 0.176188 0.293548 0.207493 Expected Total MS Cnt: 8.91391 Backgound Scale: 1.01714. ITERATION NUMBER 261. Current Log-Posterior: 89565.9 Step Size: 1421.562017 Smoothing Hyper-parameters: 0.024978 0.282533 0.218820 0.274963 0.178959 0.146665 0.243724 Expected Total MS Cnt: 4.41738 Backgound Scale: 1.02002. ITERATION NUMBER 262. Current Log-Posterior: 502522 Step Size: 412956.5513 Smoothing Hyper-parameters: 0.231458 0.155281 0.113863 0.163284 0.260200 0.148929 0.145630 Expected Total MS Cnt: 10.1764 Backgound Scale: 1.01669. ITERATION NUMBER 263. Current Log-Posterior: 85503.9 Step Size: -417018.4791 Smoothing Hyper-parameters: 0.150385 0.086116 0.095483 0.296278 0.144698 0.208639 0.227198 Expected Total MS Cnt: 10.7081 Backgound Scale: 1.01328. ITERATION NUMBER 264. Current Log-Posterior: 128744 Step Size: 43240.18138 Smoothing Hyper-parameters: 0.119346 0.077126 0.165948 0.216655 0.315637 0.312395 0.147403 Expected Total MS Cnt: 4.48498 Backgound Scale: 1.03815. ITERATION NUMBER 265. Current Log-Posterior: 151580 Step Size: 22835.94349 Smoothing Hyper-parameters: 0.079591 0.131751 0.053950 0.143262 0.125766 0.251096 0.218354 Expected Total MS Cnt: 6.98871 Backgound Scale: 1.02892. ITERATION NUMBER 266. Current Log-Posterior: 194803 Step Size: 43222.84044 Smoothing Hyper-parameters: 0.223306 0.192827 0.201080 0.135705 0.216423 0.114895 0.146328 Expected Total MS Cnt: 4.18615 Backgound Scale: 1.04366. ITERATION NUMBER 267. Current Log-Posterior: 81831.4 Step Size: -112971.5179 Smoothing Hyper-parameters: 0.138905 0.217025 0.283495 0.103021 0.087235 0.132381 0.163723 Expected Total MS Cnt: 5.8501 Backgound Scale: 1.01537. ITERATION NUMBER 268. Current Log-Posterior: 112173 Step Size: 30341.62571 Smoothing Hyper-parameters: 0.193398 0.175988 0.189772 0.088069 0.085435 0.122561 0.193628 Expected Total MS Cnt: 7.73394 Backgound Scale: 1.02789. ITERATION NUMBER 269. Current Log-Posterior: 92127.9 Step Size: -20045.12554 Smoothing Hyper-parameters: 0.186075 0.263445 0.053619 0.071216 0.096235 0.122911 0.066416 Expected Total MS Cnt: 6.63387 Backgound Scale: 1.0275. ITERATION NUMBER 270. Current Log-Posterior: 101751 Step Size: 9622.986487 Smoothing Hyper-parameters: 0.159993 0.119979 0.341143 0.186680 0.117669 0.166264 0.149526 Expected Total MS Cnt: 17.3598 Backgound Scale: 1.02192. ITERATION NUMBER 271. Current Log-Posterior: 111445 Step Size: 9694.512514 Smoothing Hyper-parameters: 0.220383 0.290588 0.189981 0.188564 0.095010 0.093108 0.151684 Expected Total MS Cnt: 7.47399 Backgound Scale: 1.03307. ITERATION NUMBER 272. Current Log-Posterior: 76342.2 Step Size: -35103.19179 Smoothing Hyper-parameters: 0.170015 0.142334 0.315550 0.193755 0.149283 0.129188 0.135024 Expected Total MS Cnt: 13.4757 Backgound Scale: 1.02202. ITERATION NUMBER 273. Current Log-Posterior: 101628 Step Size: 25286.25171 Smoothing Hyper-parameters: 0.084646 0.264652 0.192849 0.183673 0.316629 0.177539 0.131899 Expected Total MS Cnt: 12.6846 Backgound Scale: 1.02787. ITERATION NUMBER 274. Current Log-Posterior: 163297 Step Size: 61668.33676 Smoothing Hyper-parameters: 0.203632 0.238064 0.259552 0.219829 0.233542 0.115272 0.091319 Expected Total MS Cnt: 21.0312 Backgound Scale: 0.998175. ITERATION NUMBER 275. Current Log-Posterior: 81895.5 Step Size: -81401.27698 Smoothing Hyper-parameters: 0.002591 0.070737 0.163560 0.056155 0.228619 0.208260 0.303407 Expected Total MS Cnt: 18.4833 Backgound Scale: 1.0354. ITERATION NUMBER 276. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.059887 0.083419 0.164738 0.250414 0.198780 0.129840 0.186820 Expected Total MS Cnt: 17.8487 Backgound Scale: 1.03389. ITERATION NUMBER 277. Current Log-Posterior: 249013 Step Size: -inf Smoothing Hyper-parameters: 0.091203 0.110325 0.065604 0.173629 0.211920 0.253455 0.156984 Expected Total MS Cnt: 28.453 Backgound Scale: 1.04175. ITERATION NUMBER 278. Current Log-Posterior: 177307 Step Size: -71706.10701 Smoothing Hyper-parameters: 0.222875 0.110103 0.086913 0.110324 0.255525 0.163448 0.118088 Expected Total MS Cnt: 24.9479 Backgound Scale: 1.03016. ITERATION NUMBER 279. Current Log-Posterior: 97524.1 Step Size: -79782.70317 Smoothing Hyper-parameters: 0.195832 0.016178 0.260151 0.197796 0.241205 0.174600 0.126610 Expected Total MS Cnt: 31.7739 Backgound Scale: 1.02967. ITERATION NUMBER 280. Current Log-Posterior: 260969 Step Size: 163444.475 Smoothing Hyper-parameters: 0.174985 0.203609 0.099678 0.011960 0.313281 0.075814 0.178741 Expected Total MS Cnt: 23.8555 Backgound Scale: 1.02163. ITERATION NUMBER 281. Current Log-Posterior: 115520 Step Size: -145448.3192 Smoothing Hyper-parameters: 0.207108 0.111119 0.146745 0.060624 0.218057 0.194264 0.181331 Expected Total MS Cnt: 29.5216 Backgound Scale: 1.0246. ITERATION NUMBER 282. Current Log-Posterior: 99285.3 Step Size: -16234.87443 Smoothing Hyper-parameters: 0.062193 0.267334 0.022400 0.193855 0.144769 0.132322 0.219889 Expected Total MS Cnt: 29.7457 Backgound Scale: 1.02988. ITERATION NUMBER 283. Current Log-Posterior: 247270 Step Size: 147984.247 Smoothing Hyper-parameters: 0.140436 0.301475 0.164975 0.116498 0.176454 0.078631 0.217381 Expected Total MS Cnt: 29.5062 Backgound Scale: 1.0216. ITERATION NUMBER 284. Current Log-Posterior: 109212 Step Size: -138057.1813 Smoothing Hyper-parameters: 0.324913 0.231437 0.168764 0.129164 0.043563 0.156540 0.250482 Expected Total MS Cnt: 45.9197 Backgound Scale: 1.03101. ITERATION NUMBER 285. Current Log-Posterior: 63667.3 Step Size: -45545.08682 Smoothing Hyper-parameters: 0.244528 0.230276 0.254389 0.066657 0.191379 0.147083 0.072142 Expected Total MS Cnt: 32.8752 Backgound Scale: 1.0218. ITERATION NUMBER 286. Current Log-Posterior: 75049.8 Step Size: 11382.50115 Smoothing Hyper-parameters: 0.225558 0.309500 0.238410 0.106948 0.098167 0.115530 0.212768 Expected Total MS Cnt: 27.7551 Backgound Scale: 1.03024. ITERATION NUMBER 287. Current Log-Posterior: 74574.4 Step Size: -475.3757503 Smoothing Hyper-parameters: 0.255382 0.348522 0.222627 0.207193 0.108696 0.122408 0.149140 Expected Total MS Cnt: 20.5922 Backgound Scale: 1.05164. ITERATION NUMBER 288. Current Log-Posterior: 66454.8 Step Size: -8119.681237 Smoothing Hyper-parameters: 0.189560 0.191062 0.218255 0.248499 0.028646 0.119805 0.053527 Expected Total MS Cnt: 28.937 Backgound Scale: 1.02907. ITERATION NUMBER 289. Current Log-Posterior: 90798.9 Step Size: 24344.15955 Smoothing Hyper-parameters: 0.107059 0.268425 0.292659 0.112002 0.077562 0.152520 0.213107 Expected Total MS Cnt: 41.9655 Backgound Scale: 1.02831. ITERATION NUMBER 290. Current Log-Posterior: 134151 Step Size: 43352.45114 Smoothing Hyper-parameters: 0.212396 0.127554 0.256657 0.179492 0.217138 0.145680 0.242268 Expected Total MS Cnt: 47.752 Backgound Scale: 1.03277. ITERATION NUMBER 291. Current Log-Posterior: 91317.9 Step Size: -42833.43967 Smoothing Hyper-parameters: 0.186369 0.226961 0.231443 0.308719 0.095317 0.218711 0.256603 Expected Total MS Cnt: 23.5168 Backgound Scale: 1.0429. ITERATION NUMBER 292. Current Log-Posterior: 88917.5 Step Size: -2400.408512 Smoothing Hyper-parameters: 0.085943 0.219228 0.223061 0.204020 0.137240 0.210410 0.205920 Expected Total MS Cnt: 44.7431 Backgound Scale: 1.01686. ITERATION NUMBER 293. Current Log-Posterior: 163361 Step Size: 74442.97692 Smoothing Hyper-parameters: 0.040655 0.156257 0.245050 0.120532 0.111802 0.047766 0.207361 Expected Total MS Cnt: 27.7124 Backgound Scale: 1.03483. ITERATION NUMBER 294. Current Log-Posterior: 331190 Step Size: 167829.4959 Smoothing Hyper-parameters: 0.159738 0.220829 0.131981 0.211889 0.302831 0.122020 0.311266 Expected Total MS Cnt: 28.4944 Backgound Scale: 1.03491. ITERATION NUMBER 295. Current Log-Posterior: 102196 Step Size: -228993.9886 Smoothing Hyper-parameters: 0.189770 0.177635 0.207843 0.274490 0.117630 0.197451 0.199387 Expected Total MS Cnt: 35.8647 Backgound Scale: 1.0208. ITERATION NUMBER 296. Current Log-Posterior: 91385.1 Step Size: -10810.92368 Smoothing Hyper-parameters: 0.248878 0.222471 0.207175 0.193062 0.271864 0.057704 0.176218 Expected Total MS Cnt: 39.0931 Backgound Scale: 1.01296. ITERATION NUMBER 297. Current Log-Posterior: 72826.3 Step Size: -18558.81119 Smoothing Hyper-parameters: 0.197171 0.309934 0.241196 0.191528 0.233983 0.213607 0.186199 Expected Total MS Cnt: 20.5405 Backgound Scale: 1.04383. ITERATION NUMBER 298. Current Log-Posterior: 80922.6 Step Size: 8096.364374 Smoothing Hyper-parameters: 0.114728 0.116398 0.260690 0.105480 0.133093 0.024931 0.269691 Expected Total MS Cnt: 22.3695 Backgound Scale: 1.02114. ITERATION NUMBER 299. Current Log-Posterior: 143252 Step Size: 62329.06194 Smoothing Hyper-parameters: 0.141017 0.235127 0.222453 0.279013 0.128370 0.083484 0.241731 Expected Total MS Cnt: 33.5332 Backgound Scale: 1.03263. ITERATION NUMBER 300. Current Log-Posterior: 106850 Step Size: -36401.38036 Smoothing Hyper-parameters: 0.098000 0.285591 0.052832 0.225568 0.154367 0.091203 0.055663 Expected Total MS Cnt: 23.7448 Backgound Scale: 1.03677. ITERATION NUMBER 301. Current Log-Posterior: 154899 Step Size: 48048.37348 Smoothing Hyper-parameters: 0.175680 0.198134 0.137217 0.244350 0.150045 0.081449 0.226903 Expected Total MS Cnt: 22.2488 Backgound Scale: 1.02646. ITERATION NUMBER 302. Current Log-Posterior: 96485.7 Step Size: -58412.9617 Smoothing Hyper-parameters: 0.226700 0.227649 0.250989 0.191089 0.106013 0.058442 0.254339 Expected Total MS Cnt: 16.6912 Backgound Scale: 1.01298. ITERATION NUMBER 303. Current Log-Posterior: 76783.7 Step Size: -19702.03139 Smoothing Hyper-parameters: 0.260599 0.137539 0.153357 0.209538 0.282266 0.171929 0.055252 Expected Total MS Cnt: 21.5284 Backgound Scale: 1.03518. ITERATION NUMBER 304. Current Log-Posterior: 80096.8 Step Size: 3313.140621 Smoothing Hyper-parameters: 0.128244 0.095687 0.263293 0.169585 0.136304 0.243766 0.122369 Expected Total MS Cnt: 35.3289 Backgound Scale: 1.03049. ITERATION NUMBER 305. Current Log-Posterior: 134095 Step Size: 53998.41571 Smoothing Hyper-parameters: 0.167750 0.128801 0.209087 0.140186 0.127240 0.137990 0.091816 Expected Total MS Cnt: 36.6808 Backgound Scale: 1.02291. ITERATION NUMBER 306. Current Log-Posterior: 107257 Step Size: -26838.35971 Smoothing Hyper-parameters: 0.140294 0.212925 0.175393 0.192712 0.155362 0.136155 0.122785 Expected Total MS Cnt: 25.8296 Backgound Scale: 1.03066. ITERATION NUMBER 307. Current Log-Posterior: 113129 Step Size: 5872.389066 Smoothing Hyper-parameters: 0.192101 0.165761 0.174308 0.307002 0.172632 0.211899 0.162771 Expected Total MS Cnt: 33.0516 Backgound Scale: 1.03746. ITERATION NUMBER 308. Current Log-Posterior: 90870.5 Step Size: -22258.80562 Smoothing Hyper-parameters: 0.086504 0.212633 0.083864 0.256305 0.188526 0.096370 0.195692 Expected Total MS Cnt: 26.8411 Backgound Scale: 1.01945. ITERATION NUMBER 309. Current Log-Posterior: 169389 Step Size: 78518.25767 Smoothing Hyper-parameters: 0.200486 0.092789 0.103556 0.210834 0.291073 0.135428 0.115754 Expected Total MS Cnt: 25.0119 Backgound Scale: 1.028. ITERATION NUMBER 310. Current Log-Posterior: 105637 Step Size: -63751.55782 Smoothing Hyper-parameters: 0.076160 0.290080 0.124630 0.200216 0.259252 0.342529 0.169051 Expected Total MS Cnt: 16.514 Backgound Scale: 1.01658. ITERATION NUMBER 311. Current Log-Posterior: 180723 Step Size: 75086.30565 Smoothing Hyper-parameters: 0.154195 0.119766 0.061467 0.192546 0.142185 0.162617 0.214024 Expected Total MS Cnt: 30.2376 Backgound Scale: 1.0324. ITERATION NUMBER 312. Current Log-Posterior: 121463 Step Size: -59260.54634 Smoothing Hyper-parameters: 0.236221 0.232959 0.136786 0.273721 0.403522 0.063881 0.166564 Expected Total MS Cnt: 24.3775 Backgound Scale: 1.01868. ITERATION NUMBER 313. Current Log-Posterior: 76699.2 Step Size: -44763.69283 Smoothing Hyper-parameters: 0.173860 0.167075 0.238212 0.266888 0.369221 0.187431 0.198853 Expected Total MS Cnt: 32.506 Backgound Scale: 1.03093. ITERATION NUMBER 314. Current Log-Posterior: 96162 Step Size: 19462.76808 Smoothing Hyper-parameters: 0.102376 0.169779 0.168699 0.143828 0.270145 0.071672 0.209155 Expected Total MS Cnt: 22.4001 Backgound Scale: 1.02802. ITERATION NUMBER 315. Current Log-Posterior: 146778 Step Size: 50615.98168 Smoothing Hyper-parameters: 0.145641 0.173483 0.128419 0.228878 0.138380 0.131089 0.092951 Expected Total MS Cnt: 10.7683 Backgound Scale: 1.01537. ITERATION NUMBER 316. Current Log-Posterior: 112672 Step Size: -34106.34445 Smoothing Hyper-parameters: 0.114892 0.096097 0.129170 0.021645 0.392396 0.083137 0.093036 Expected Total MS Cnt: 12.3952 Backgound Scale: 1.02417. ITERATION NUMBER 317. Current Log-Posterior: 155465 Step Size: 42793.66886 Smoothing Hyper-parameters: 0.158914 0.213238 0.090878 0.011518 0.142416 0.083787 0.277265 Expected Total MS Cnt: 12.2582 Backgound Scale: 1.01576. ITERATION NUMBER 318. Current Log-Posterior: 121870 Step Size: -33595.07715 Smoothing Hyper-parameters: 0.120124 0.263230 0.147292 0.221025 0.224551 0.186502 0.197792 Expected Total MS Cnt: 21.5033 Backgound Scale: 1.01549. ITERATION NUMBER 319. Current Log-Posterior: 124087 Step Size: 2217.049301 Smoothing Hyper-parameters: 0.237840 0.056532 0.060537 0.187643 0.130487 0.224939 0.197792 Expected Total MS Cnt: 27.1029 Backgound Scale: 1.02334. ITERATION NUMBER 320. Current Log-Posterior: 123698 Step Size: -389.6144047 Smoothing Hyper-parameters: 0.295725 0.145373 0.030409 0.191916 0.187595 0.250435 0.207720 Expected Total MS Cnt: 26.2586 Backgound Scale: 1.01307. ITERATION NUMBER 321. Current Log-Posterior: 94182.2 Step Size: -29515.47464 Smoothing Hyper-parameters: 0.116454 0.173213 0.177276 0.108673 0.112513 0.208692 0.202613 Expected Total MS Cnt: 21.9547 Backgound Scale: 1.03077. ITERATION NUMBER 322. Current Log-Posterior: 132042 Step Size: 37859.52277 Smoothing Hyper-parameters: 0.128122 0.189350 0.237390 0.092109 0.237460 0.142911 0.283631 Expected Total MS Cnt: 15.0914 Backgound Scale: 1.02284. ITERATION NUMBER 323. Current Log-Posterior: 120112 Step Size: -11929.37498 Smoothing Hyper-parameters: 0.181514 0.118374 0.298616 0.146239 0.187790 0.151666 0.192030 Expected Total MS Cnt: 18.8657 Backgound Scale: 1.02363. ITERATION NUMBER 324. Current Log-Posterior: 101417 Step Size: -18695.80955 Smoothing Hyper-parameters: 0.152319 0.203198 0.159185 0.071701 0.350638 0.153455 0.193888 Expected Total MS Cnt: 14.0293 Backgound Scale: 1.03668. ITERATION NUMBER 325. Current Log-Posterior: 107707 Step Size: 6290.589722 Smoothing Hyper-parameters: 0.173135 0.151404 0.099949 0.106605 0.116996 0.110236 0.215882 Expected Total MS Cnt: 14.4108 Backgound Scale: 1.02258. ITERATION NUMBER 326. Current Log-Posterior: 105612 Step Size: -2094.743037 Smoothing Hyper-parameters: 0.120963 0.165655 0.147624 0.070670 0.096767 0.196225 0.224825 Expected Total MS Cnt: 11.7076 Backgound Scale: 1.02912. ITERATION NUMBER 327. Current Log-Posterior: 130097 Step Size: 24484.75372 Smoothing Hyper-parameters: 0.207787 0.269712 0.094580 0.200691 0.141892 0.039971 0.206188 Expected Total MS Cnt: 14.9175 Backgound Scale: 1.01833. ITERATION NUMBER 328. Current Log-Posterior: 85078 Step Size: -45019.13055 Smoothing Hyper-parameters: 0.225139 0.150470 0.198925 0.105636 0.137839 0.192954 0.120814 Expected Total MS Cnt: 23.0732 Backgound Scale: 1.02509. ITERATION NUMBER 329. Current Log-Posterior: 84771.5 Step Size: -306.5333348 Smoothing Hyper-parameters: 0.165128 0.155101 0.192030 0.312529 0.218660 0.209105 0.071690 Expected Total MS Cnt: 20.3798 Backgound Scale: 1.02836. ITERATION NUMBER 330. Current Log-Posterior: 102882 Step Size: 18110.53861 Smoothing Hyper-parameters: 0.179196 0.211784 0.199328 0.181354 0.314386 0.223039 0.178575 Expected Total MS Cnt: 26.9227 Backgound Scale: 1.02387. ITERATION NUMBER 331. Current Log-Posterior: 92175.8 Step Size: -10706.23744 Smoothing Hyper-parameters: 0.153543 0.351490 0.173487 0.187897 0.179519 0.051473 0.227662 Expected Total MS Cnt: 34.181 Backgound Scale: 1.02371. ITERATION NUMBER 332. Current Log-Posterior: 98994 Step Size: 6818.19149 Smoothing Hyper-parameters: 0.189796 0.393175 0.154630 0.142323 0.268145 0.100644 0.224318 Expected Total MS Cnt: 27.8631 Backgound Scale: 1.03404. ITERATION NUMBER 333. Current Log-Posterior: 83551.4 Step Size: -15442.53535 Smoothing Hyper-parameters: 0.066578 0.211742 0.258749 0.094732 0.189046 0.148879 0.250873 Expected Total MS Cnt: 27.1407 Backgound Scale: 1.01976. ITERATION NUMBER 334. Current Log-Posterior: 207595 Step Size: 124043.4699 Smoothing Hyper-parameters: 0.077636 0.234470 0.257048 0.181808 0.259275 0.181349 0.163766 Expected Total MS Cnt: 36.8454 Backgound Scale: 1.01105. ITERATION NUMBER 335. Current Log-Posterior: 180108 Step Size: -27487.36369 Smoothing Hyper-parameters: 0.193158 0.187316 0.082486 0.220215 0.210498 0.141183 0.199393 Expected Total MS Cnt: 34.529 Backgound Scale: 1.01772. ITERATION NUMBER 336. Current Log-Posterior: 94012.6 Step Size: -86094.96829 Smoothing Hyper-parameters: 0.177683 0.171826 0.241984 0.081788 0.164022 0.191609 0.301697 Expected Total MS Cnt: 32.448 Backgound Scale: 1.0242. ITERATION NUMBER 337. Current Log-Posterior: 96932.3 Step Size: 2919.757919 Smoothing Hyper-parameters: 0.114626 0.264627 0.260703 0.262314 0.250760 0.136454 0.114766 Expected Total MS Cnt: 34.2195 Backgound Scale: 1.02555. ITERATION NUMBER 338. Current Log-Posterior: 126604 Step Size: 29671.20194 Smoothing Hyper-parameters: 0.100695 0.266490 0.223115 0.222771 0.136946 0.224053 0.171391 Expected Total MS Cnt: 41.249 Backgound Scale: 1.03689. ITERATION NUMBER 339. Current Log-Posterior: 142558 Step Size: 15954.24072 Smoothing Hyper-parameters: 0.195437 0.116271 0.266773 0.159497 0.141270 0.305650 0.195087 Expected Total MS Cnt: 28.0423 Backgound Scale: 1.03535. ITERATION NUMBER 340. Current Log-Posterior: 97764.8 Step Size: -44793.02654 Smoothing Hyper-parameters: 0.021944 0.101341 0.199865 0.142017 0.191819 0.150042 0.052101 Expected Total MS Cnt: 28.0279 Backgound Scale: 1.0156. ITERATION NUMBER 341. Current Log-Posterior: 595720 Step Size: 497955.2264 Smoothing Hyper-parameters: 0.060748 0.112340 0.154711 0.184827 0.087962 0.123299 0.181437 Expected Total MS Cnt: 31.4388 Backgound Scale: 1.04094. ITERATION NUMBER 342. Current Log-Posterior: 236636 Step Size: -359084.4374 Smoothing Hyper-parameters: 0.113607 0.068335 0.120414 0.187685 0.281397 0.145367 0.225315 Expected Total MS Cnt: 27.6871 Backgound Scale: 1.02303. ITERATION NUMBER 343. Current Log-Posterior: 162153 Step Size: -74482.20669 Smoothing Hyper-parameters: 0.086008 0.200932 0.221805 0.255486 0.284284 0.200864 0.062351 Expected Total MS Cnt: 11.6194 Backgound Scale: 1.02022. ITERATION NUMBER 344. Current Log-Posterior: 166155 Step Size: 4001.976499 Smoothing Hyper-parameters: 0.088314 0.242385 0.214244 0.211379 0.140581 0.134475 0.179117 Expected Total MS Cnt: 11.5757 Backgound Scale: 1.02435. ITERATION NUMBER 345. Current Log-Posterior: 158319 Step Size: -7836.157756 Smoothing Hyper-parameters: 0.131897 0.253231 0.058283 0.113120 0.268930 0.096572 0.323632 Expected Total MS Cnt: 12.2838 Backgound Scale: 1.01453. ITERATION NUMBER 346. Current Log-Posterior: 122717 Step Size: -35602.09582 Smoothing Hyper-parameters: 0.174613 0.052174 0.093565 0.299704 0.067418 0.116264 0.103113 Expected Total MS Cnt: 22.0883 Backgound Scale: 1.0222. ITERATION NUMBER 347. Current Log-Posterior: 142390 Step Size: 19673.05302 Smoothing Hyper-parameters: 0.107343 0.229262 0.190715 0.200358 0.167711 0.131383 0.133101 Expected Total MS Cnt: 14.0668 Backgound Scale: 1.01093. ITERATION NUMBER 348. Current Log-Posterior: 134727 Step Size: -7662.898078 Smoothing Hyper-parameters: 0.259482 0.035744 0.211820 0.158111 0.111227 0.119517 0.097255 Expected Total MS Cnt: 18.0625 Backgound Scale: 1.02722. ITERATION NUMBER 349. Current Log-Posterior: 141308 Step Size: 6581.041351 Smoothing Hyper-parameters: 0.064152 0.113252 0.228227 0.163308 0.086980 0.230214 0.133468 Expected Total MS Cnt: 12.1605 Backgound Scale: 1.02171. ITERATION NUMBER 350. Current Log-Posterior: 224606 Step Size: 83297.79314 Smoothing Hyper-parameters: 0.124326 0.068327 0.142311 0.115261 0.096576 0.104083 0.099543 Expected Total MS Cnt: 13.5137 Backgound Scale: 1.01667. ITERATION NUMBER 351. Current Log-Posterior: 153771 Step Size: -70835.30724 Smoothing Hyper-parameters: 0.251242 0.193589 0.190611 0.209153 0.121318 0.289241 0.100200 Expected Total MS Cnt: 12.3599 Backgound Scale: 1.04018. ITERATION NUMBER 352. Current Log-Posterior: 75262.9 Step Size: -78507.81861 Smoothing Hyper-parameters: 0.155774 0.187815 0.204812 0.032620 0.239315 0.175936 0.032807 Expected Total MS Cnt: 22.3856 Backgound Scale: 1.01341. ITERATION NUMBER 353. Current Log-Posterior: 108120 Step Size: 32856.62862 Smoothing Hyper-parameters: 0.146732 0.304330 0.125005 0.118503 0.175806 0.215054 0.121045 Expected Total MS Cnt: 20.5577 Backgound Scale: 1.0377. ITERATION NUMBER 354. Current Log-Posterior: 106287 Step Size: -1832.53333 Smoothing Hyper-parameters: 0.032012 0.348418 0.061635 0.223527 0.067399 0.144400 0.128489 Expected Total MS Cnt: 15.7702 Backgound Scale: 1.03091. ITERATION NUMBER 355. Current Log-Posterior: 407646 Step Size: 301359.155 Smoothing Hyper-parameters: 0.062296 0.240903 0.292365 0.156761 0.170031 0.201380 0.272237 Expected Total MS Cnt: 22.2511 Backgound Scale: 1.028. ITERATION NUMBER 356. Current Log-Posterior: 212291 Step Size: -195355.2613 Smoothing Hyper-parameters: 0.131850 0.193377 0.242299 0.223215 0.126477 0.114293 0.196748 Expected Total MS Cnt: 15.1198 Backgound Scale: 1.02802. ITERATION NUMBER 357. Current Log-Posterior: 116696 Step Size: -95595.22755 Smoothing Hyper-parameters: 0.038630 0.190042 0.158811 0.164453 0.042906 0.284559 0.153358 Expected Total MS Cnt: 20.0545 Backgound Scale: 1.03815. ITERATION NUMBER 358. Current Log-Posterior: 339353 Step Size: 222657.4917 Smoothing Hyper-parameters: 0.114118 0.197685 0.148912 0.153327 0.251158 0.133007 0.170411 Expected Total MS Cnt: 17.3859 Backgound Scale: 1.0277. ITERATION NUMBER 359. Current Log-Posterior: 132392 Step Size: -206960.777 Smoothing Hyper-parameters: 0.069058 0.169172 0.162305 0.148443 0.288467 0.257375 0.128294 Expected Total MS Cnt: 13.1461 Backgound Scale: 1.02349. ITERATION NUMBER 360. Current Log-Posterior: 206003 Step Size: 73611.0392 Smoothing Hyper-parameters: 0.252510 0.218507 0.095890 0.206573 0.165198 0.190188 0.121412 Expected Total MS Cnt: 14.7225 Backgound Scale: 1.02036. ITERATION NUMBER 361. Current Log-Posterior: 76426.9 Step Size: -129576.4909 Smoothing Hyper-parameters: 0.234816 0.161284 0.186430 0.231504 0.211423 0.170430 0.147488 Expected Total MS Cnt: 23.0406 Backgound Scale: 1.02753. ITERATION NUMBER 362. Current Log-Posterior: 80440.5 Step Size: 4013.574773 Smoothing Hyper-parameters: 0.213583 0.250948 0.213414 0.189074 0.193145 0.175185 0.288626 Expected Total MS Cnt: 15.3089 Backgound Scale: 1.03356. ITERATION NUMBER 363. Current Log-Posterior: 79670.3 Step Size: -770.1907424 Smoothing Hyper-parameters: 0.158395 0.107798 0.206951 0.174946 0.209973 0.083449 0.123028 Expected Total MS Cnt: 8.78518 Backgound Scale: 1.00988. ITERATION NUMBER 364. Current Log-Posterior: 114419 Step Size: 34748.97697 Smoothing Hyper-parameters: 0.109329 0.116144 0.118937 0.164779 0.297899 0.119142 0.175748 Expected Total MS Cnt: 12.9544 Backgound Scale: 1.03479. ITERATION NUMBER 365. Current Log-Posterior: 147459 Step Size: 33039.30965 Smoothing Hyper-parameters: 0.213161 0.115747 0.131286 0.288715 0.140861 0.135534 0.257003 Expected Total MS Cnt: 19.9514 Backgound Scale: 0.994646. ITERATION NUMBER 366. Current Log-Posterior: 96072.6 Step Size: -51386.03835 Smoothing Hyper-parameters: 0.157797 0.224337 0.268277 0.334001 0.148448 0.095177 0.160852 Expected Total MS Cnt: 16.2552 Backgound Scale: 1.02559. ITERATION NUMBER 367. Current Log-Posterior: 98850.3 Step Size: 2777.726095 Smoothing Hyper-parameters: 0.133305 0.260670 0.169656 0.264313 0.199459 0.223812 0.072051 Expected Total MS Cnt: 13.5357 Backgound Scale: 1.02826. ITERATION NUMBER 368. Current Log-Posterior: 112366 Step Size: 13515.3752 Smoothing Hyper-parameters: 0.253347 0.145881 0.150142 0.127065 0.156096 0.092848 0.042895 Expected Total MS Cnt: 13.8131 Backgound Scale: 1.0224. ITERATION NUMBER 369. Current Log-Posterior: 81292.4 Step Size: -31073.25246 Smoothing Hyper-parameters: 0.238595 0.195880 0.189506 0.207970 0.155356 0.068413 0.226648 Expected Total MS Cnt: 21.0911 Backgound Scale: 1.02876. ITERATION NUMBER 370. Current Log-Posterior: 77328.2 Step Size: -3964.268791 Smoothing Hyper-parameters: 0.222273 0.176307 0.211296 0.175040 0.248228 0.257672 0.116445 Expected Total MS Cnt: 14.5532 Backgound Scale: 1.03751. ITERATION NUMBER 371. Current Log-Posterior: 82001.1 Step Size: 4672.942992 Smoothing Hyper-parameters: 0.131292 0.293276 0.180033 0.253415 0.121681 0.109806 0.166632 Expected Total MS Cnt: 9.7974 Backgound Scale: 1.02567. ITERATION NUMBER 372. Current Log-Posterior: 112715 Step Size: 30713.57173 Smoothing Hyper-parameters: 0.285112 0.094949 0.173679 0.172576 0.173142 0.077928 0.162293 Expected Total MS Cnt: 9.00929 Backgound Scale: 1.02169. ITERATION NUMBER 373. Current Log-Posterior: 85864.1 Step Size: -26850.58559 Smoothing Hyper-parameters: 0.246982 0.190809 0.090754 0.200219 0.262023 0.128309 0.181046 Expected Total MS Cnt: 9.09287 Backgound Scale: 1.04036. ITERATION NUMBER 374. Current Log-Posterior: 80955.3 Step Size: -4908.746505 Smoothing Hyper-parameters: 0.030922 0.182523 0.193272 0.167873 0.289210 0.204841 0.149144 Expected Total MS Cnt: 12.0781 Backgound Scale: 1.01658. ITERATION NUMBER 375. Current Log-Posterior: 418657 Step Size: 337701.4409 Smoothing Hyper-parameters: 0.126051 0.158705 0.088865 0.089795 0.060932 0.222137 0.040987 Expected Total MS Cnt: 11.436 Backgound Scale: 1.0233. ITERATION NUMBER 376. Current Log-Posterior: 131869 Step Size: -286787.403 Smoothing Hyper-parameters: 0.102788 0.140673 0.207944 0.175021 0.059106 0.172114 0.217666 Expected Total MS Cnt: 17.4133 Backgound Scale: 1.00773. ITERATION NUMBER 377. Current Log-Posterior: 149306 Step Size: 17436.65435 Smoothing Hyper-parameters: 0.101089 0.216243 0.197007 0.202563 0.083884 0.164696 0.249361 Expected Total MS Cnt: 11.1558 Backgound Scale: 1.0207. ITERATION NUMBER 378. Current Log-Posterior: 143735 Step Size: -5570.582373 Smoothing Hyper-parameters: 0.039875 0.223263 0.056706 0.245711 0.090772 0.108574 0.217582 Expected Total MS Cnt: 10.888 Backgound Scale: 1.02685. ITERATION NUMBER 379. Current Log-Posterior: 338252 Step Size: 194516.4694 Smoothing Hyper-parameters: 0.284418 0.143089 0.115763 0.174195 0.077369 0.086872 0.159349 Expected Total MS Cnt: 5.05305 Backgound Scale: 1.01636. ITERATION NUMBER 380. Current Log-Posterior: 77908.7 Step Size: -260343.2369 Smoothing Hyper-parameters: 0.121084 0.239905 0.231437 0.137300 0.283185 0.179140 0.084082 Expected Total MS Cnt: 6.40485 Backgound Scale: 1.03474. ITERATION NUMBER 381. Current Log-Posterior: 122445 Step Size: 44536.59922 Smoothing Hyper-parameters: 0.019277 0.313010 0.135383 0.271081 0.172673 0.247994 0.148619 Expected Total MS Cnt: 12.2163 Backgound Scale: 1.04528. ITERATION NUMBER 382. Current Log-Posterior: 650388 Step Size: 527942.5272 Smoothing Hyper-parameters: 0.177363 0.190604 0.243975 0.100418 0.214925 0.104989 0.232578 Expected Total MS Cnt: 6.50564 Backgound Scale: 1.04874. ITERATION NUMBER 383. Current Log-Posterior: 94587.8 Step Size: -555800.0537 Smoothing Hyper-parameters: 0.107742 0.070925 0.060206 0.233314 0.155404 0.184133 0.236479 Expected Total MS Cnt: 9.61261 Backgound Scale: 1.02767. ITERATION NUMBER 384. Current Log-Posterior: 172854 Step Size: 78266.69077 Smoothing Hyper-parameters: 0.230854 0.208400 0.150860 0.117981 0.251771 0.319496 0.140198 Expected Total MS Cnt: 17.1189 Backgound Scale: 1.04671. ITERATION NUMBER 385. Current Log-Posterior: 79065.7 Step Size: -93788.7912 Smoothing Hyper-parameters: 0.244462 0.210674 0.062343 0.156609 0.008308 0.325518 0.146455 Expected Total MS Cnt: 16.8827 Backgound Scale: 1.02078. ITERATION NUMBER 386. Current Log-Posterior: 89644.6 Step Size: 10578.94002 Smoothing Hyper-parameters: 0.101612 0.119222 0.247266 0.248860 0.066208 0.182137 0.274692 Expected Total MS Cnt: 21.5189 Backgound Scale: 1.04405. ITERATION NUMBER 387. Current Log-Posterior: 153343 Step Size: 63698.73012 Smoothing Hyper-parameters: 0.288935 0.107533 0.161405 0.140319 0.096329 0.330669 0.171186 Expected Total MS Cnt: 10.1646 Backgound Scale: 1.02636. ITERATION NUMBER 388. Current Log-Posterior: 83430.2 Step Size: -69913.11157 Smoothing Hyper-parameters: 0.111528 0.005931 0.170674 0.095400 0.237584 0.264694 0.327114 Expected Total MS Cnt: 12.6094 Backgound Scale: 1.03327. ITERATION NUMBER 389. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.016096 0.132270 0.175272 0.174274 0.098569 0.261411 0.139189 Expected Total MS Cnt: 10.7362 Backgound Scale: 1.02152. ITERATION NUMBER 390. Current Log-Posterior: 797332 Step Size: -inf Smoothing Hyper-parameters: 0.129964 0.054013 0.193864 0.038626 0.116635 0.201611 0.162577 Expected Total MS Cnt: 10.9894 Backgound Scale: 1.02089. ITERATION NUMBER 391. Current Log-Posterior: 163824 Step Size: -633507.69 Smoothing Hyper-parameters: 0.123229 0.132283 0.028785 0.218321 0.135055 0.325433 0.388039 Expected Total MS Cnt: 5.75994 Backgound Scale: 1.03. ITERATION NUMBER 392. Current Log-Posterior: 153432 Step Size: -10392.43191 Smoothing Hyper-parameters: 0.215162 0.209646 0.060390 0.183746 0.213731 0.161107 0.131253 Expected Total MS Cnt: 5.90097 Backgound Scale: 1.031. ITERATION NUMBER 393. Current Log-Posterior: 89820.7 Step Size: -63610.86184 Smoothing Hyper-parameters: 0.272416 0.185034 0.152091 0.020375 0.247525 0.139853 0.191579 Expected Total MS Cnt: 9.97065 Backgound Scale: 1.03276. ITERATION NUMBER 394. Current Log-Posterior: 80709.5 Step Size: -9111.17616 Smoothing Hyper-parameters: 0.184831 0.237069 0.114837 0.215820 0.257740 0.166309 0.154946 Expected Total MS Cnt: 5.56652 Backgound Scale: 1.02176. ITERATION NUMBER 395. Current Log-Posterior: 90966.1 Step Size: 10256.5733 Smoothing Hyper-parameters: 0.153414 0.222505 0.099537 0.092027 0.246567 0.306163 0.044920 Expected Total MS Cnt: 10.2665 Backgound Scale: 1.01163. ITERATION NUMBER 396. Current Log-Posterior: 107676 Step Size: 16709.65165 Smoothing Hyper-parameters: 0.042316 0.084853 0.099504 0.188849 0.178427 0.163232 0.079491 Expected Total MS Cnt: 9.42561 Backgound Scale: 1.04084. ITERATION NUMBER 397. Current Log-Posterior: 333488 Step Size: 225812.1739 Smoothing Hyper-parameters: 0.157941 0.120348 0.242796 0.123933 0.081963 0.048806 0.205313 Expected Total MS Cnt: 7.22802 Backgound Scale: 1.03498. ITERATION NUMBER 398. Current Log-Posterior: 113002 Step Size: -220486.1917 Smoothing Hyper-parameters: 0.070959 0.150707 0.145041 0.273151 0.068923 0.186850 0.137346 Expected Total MS Cnt: 6.61726 Backgound Scale: 1.04722. ITERATION NUMBER 399. Current Log-Posterior: 202458 Step Size: 89456.72209 Smoothing Hyper-parameters: 0.239284 0.319048 0.206798 0.076587 0.104904 0.103963 0.185381 Expected Total MS Cnt: 2.62483 Backgound Scale: 1.02061. ITERATION NUMBER 400. Current Log-Posterior: 72905.1 Step Size: -129553.3551 Smoothing Hyper-parameters: 0.177578 0.003684 0.207366 0.033930 0.101255 0.231337 0.215643 Expected Total MS Cnt: 2.41468 Backgound Scale: 1.02796. ITERATION NUMBER 401. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.252771 0.116082 0.016119 0.252787 0.037657 0.146626 0.222794 Expected Total MS Cnt: 1.06759 Backgound Scale: 1.01956. ITERATION NUMBER 402. Current Log-Posterior: 129284 Step Size: -inf Smoothing Hyper-parameters: 0.178572 0.059747 0.202173 0.036085 0.118579 0.255101 0.091706 Expected Total MS Cnt: 0.884505 Backgound Scale: 1.03247. ITERATION NUMBER 403. Current Log-Posterior: 131797 Step Size: 2513.232388 Smoothing Hyper-parameters: 0.103269 0.182410 0.202173 0.166426 0.129096 0.011940 0.080573 Expected Total MS Cnt: 2.81021 Backgound Scale: 1.02748. ITERATION NUMBER 404. Current Log-Posterior: 144843 Step Size: 13045.38574 Smoothing Hyper-parameters: 0.137334 0.179745 0.225146 0.120670 0.179630 0.073018 0.146221 Expected Total MS Cnt: 4.03226 Backgound Scale: 1.02368. ITERATION NUMBER 405. Current Log-Posterior: 115745 Step Size: -29097.98418 Smoothing Hyper-parameters: 0.091303 0.049948 0.160959 0.182465 0.236822 0.155500 0.228402 Expected Total MS Cnt: 3.56396 Backgound Scale: 1.0164. ITERATION NUMBER 406. Current Log-Posterior: 200467 Step Size: 84722.26953 Smoothing Hyper-parameters: 0.115858 0.085866 0.153449 0.148927 0.213537 0.062570 0.160003 Expected Total MS Cnt: 4.43054 Backgound Scale: 1.02062. ITERATION NUMBER 407. Current Log-Posterior: 149780 Step Size: -50686.33098 Smoothing Hyper-parameters: 0.313609 0.207209 0.182319 0.197384 0.250509 0.072482 0.155369 Expected Total MS Cnt: 8.3184 Backgound Scale: 1.00877. ITERATION NUMBER 408. Current Log-Posterior: 64261.1 Step Size: -85519.39827 Smoothing Hyper-parameters: 0.079949 0.165873 0.144202 0.236506 0.117053 0.180031 0.327658 Expected Total MS Cnt: 8.18053 Backgound Scale: 1.03553. ITERATION NUMBER 409. Current Log-Posterior: 181638 Step Size: 117377.2925 Smoothing Hyper-parameters: 0.164790 0.134519 0.186663 0.168706 0.123436 0.172752 0.108727 Expected Total MS Cnt: 5.76678 Backgound Scale: 1.04177. ITERATION NUMBER 410. Current Log-Posterior: 106526 Step Size: -75111.89734 Smoothing Hyper-parameters: 0.072848 0.138029 0.081147 0.110382 0.014085 0.035395 0.246674 Expected Total MS Cnt: 0.992176 Backgound Scale: 1.04553. ITERATION NUMBER 411. Current Log-Posterior: 205469 Step Size: 98942.33876 Smoothing Hyper-parameters: 0.205829 0.250148 0.154880 0.101519 0.109622 0.204840 0.142877 Expected Total MS Cnt: 5.25663 Backgound Scale: 1.03304. ITERATION NUMBER 412. Current Log-Posterior: 83601.7 Step Size: -121867.176 Smoothing Hyper-parameters: 0.156624 0.158408 0.243422 0.129639 0.224580 0.093483 0.035567 Expected Total MS Cnt: 13.527 Backgound Scale: 1.01949. ITERATION NUMBER 413. Current Log-Posterior: 106932 Step Size: 23330.58815 Smoothing Hyper-parameters: 0.168516 0.243503 0.236513 0.177905 0.067755 0.121194 0.081540 Expected Total MS Cnt: 3.11017 Backgound Scale: 1.04266. ITERATION NUMBER 414. Current Log-Posterior: 94372.8 Step Size: -12559.48196 Smoothing Hyper-parameters: 0.157489 0.152744 0.224322 0.133661 0.045215 0.090716 0.243831 Expected Total MS Cnt: 0.582877 Backgound Scale: 1.03446. ITERATION NUMBER 415. Current Log-Posterior: 106005 Step Size: 11632.73633 Smoothing Hyper-parameters: 0.020992 0.096559 0.085802 0.183270 0.250034 0.105775 0.181825 Expected Total MS Cnt: 1.56536 Backgound Scale: 1.02901. ITERATION NUMBER 416. Current Log-Posterior: 623068 Step Size: 517062.7698 Smoothing Hyper-parameters: 0.225895 0.096794 0.037753 0.135874 0.209700 0.160271 0.126923 Expected Total MS Cnt: 0.188361 Backgound Scale: 1.02605. ITERATION NUMBER 417. Current Log-Posterior: 110979 Step Size: -512089.4144 Smoothing Hyper-parameters: 0.378377 0.074543 0.235400 0.194221 0.144411 0.106234 0.183920 Expected Total MS Cnt: 2.34308 Backgound Scale: 1.01925. ITERATION NUMBER 418. Current Log-Posterior: 82692.8 Step Size: -28286.08129 Smoothing Hyper-parameters: 0.102191 0.157720 0.184413 0.119345 0.198867 0.224428 0.102112 Expected Total MS Cnt: 3.53987 Backgound Scale: 1.04495. ITERATION NUMBER 419. Current Log-Posterior: 149093 Step Size: 66400.25419 Smoothing Hyper-parameters: 0.253199 0.093246 0.164282 0.208932 0.131251 0.207507 0.072078 Expected Total MS Cnt: 3.66339 Backgound Scale: 1.01174. ITERATION NUMBER 420. Current Log-Posterior: 91476.6 Step Size: -57616.46537 Smoothing Hyper-parameters: 0.247827 0.113146 0.106239 0.157555 0.110371 0.081304 0.135991 Expected Total MS Cnt: 1.89281 Backgound Scale: 1.02072. ITERATION NUMBER 421. Current Log-Posterior: 90171.5 Step Size: -1305.096853 Smoothing Hyper-parameters: 0.109214 0.169861 0.009014 0.126490 0.057944 0.124764 0.174553 Expected Total MS Cnt: 3.53014 Backgound Scale: 1.02655. ITERATION NUMBER 422. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.245839 0.053537 0.287981 0.236239 0.110523 0.296591 0.112053 Expected Total MS Cnt: 1.45317 Backgound Scale: 1.02863. ITERATION NUMBER 423. Current Log-Posterior: 114971 Step Size: -inf Smoothing Hyper-parameters: 0.068719 0.208998 0.087666 0.072533 0.166145 0.132644 0.139951 Expected Total MS Cnt: 0.201766 Backgound Scale: 1.02487. ITERATION NUMBER 424. Current Log-Posterior: 210338 Step Size: 95366.64916 Smoothing Hyper-parameters: 0.058837 0.201530 0.288227 0.154714 0.126290 0.118813 0.159514 Expected Total MS Cnt: 0.578432 Backgound Scale: 1.02292. ITERATION NUMBER 425. Current Log-Posterior: 229838 Step Size: 19499.55003 Smoothing Hyper-parameters: 0.157449 0.086835 0.216847 0.084738 0.322661 0.242812 0.233391 Expected Total MS Cnt: 0.11398 Backgound Scale: 1.03136. ITERATION NUMBER 426. Current Log-Posterior: 122168 Step Size: -107669.6649 Smoothing Hyper-parameters: 0.059040 0.113066 0.209880 0.246479 0.181608 0.073391 0.091157 Expected Total MS Cnt: 0.422639 Backgound Scale: 1.03382. ITERATION NUMBER 427. Current Log-Posterior: 236757 Step Size: 114588.682 Smoothing Hyper-parameters: 0.146691 0.061465 0.194764 0.134515 0.091021 0.302074 0.151078 Expected Total MS Cnt: 0.386019 Backgound Scale: 1.0301. ITERATION NUMBER 428. Current Log-Posterior: 142905 Step Size: -93851.65424 Smoothing Hyper-parameters: 0.192976 0.093676 0.039598 0.142008 0.088244 0.146668 0.218476 Expected Total MS Cnt: 0.0115346 Backgound Scale: 1.03682. ITERATION NUMBER 429. Current Log-Posterior: 120903 Step Size: -22001.75959 Smoothing Hyper-parameters: 0.214575 0.119701 0.207067 0.105504 0.213809 0.189605 0.162364 Expected Total MS Cnt: 0.738952 Backgound Scale: 1.02695. ITERATION NUMBER 430. Current Log-Posterior: 92246.5 Step Size: -28656.64402 Smoothing Hyper-parameters: 0.184385 0.093400 0.089570 0.177527 0.150364 0.245809 0.077158 Expected Total MS Cnt: 1.83195 Backgound Scale: 1.03371. ITERATION NUMBER 431. Current Log-Posterior: 113619 Step Size: 21372.75084 Smoothing Hyper-parameters: 0.166499 0.180256 0.272850 0.205577 0.196418 0.067526 0.182355 Expected Total MS Cnt: 5.16838 Backgound Scale: 1.02728. ITERATION NUMBER 432. Current Log-Posterior: 98861.3 Step Size: -14757.89694 Smoothing Hyper-parameters: 0.093955 0.249249 0.055043 0.212858 0.307506 0.226511 0.016625 Expected Total MS Cnt: 2.90983 Backgound Scale: 1.02788. ITERATION NUMBER 433. Current Log-Posterior: 158391 Step Size: 59530.03177 Smoothing Hyper-parameters: 0.117842 0.225780 0.256246 0.086338 0.200464 0.130485 0.196909 Expected Total MS Cnt: 0.307147 Backgound Scale: 1.0381. ITERATION NUMBER 434. Current Log-Posterior: 126921 Step Size: -31470.5079 Smoothing Hyper-parameters: 0.179450 0.227085 0.252586 0.149603 0.111703 0.178539 0.132116 Expected Total MS Cnt: 0.960437 Backgound Scale: 1.01305. ITERATION NUMBER 435. Current Log-Posterior: 91680.2 Step Size: -35240.7026 Smoothing Hyper-parameters: 0.218629 0.123583 0.039417 0.208680 0.192011 0.129298 0.077368 Expected Total MS Cnt: 0.246595 Backgound Scale: 1.02471. ITERATION NUMBER 436. Current Log-Posterior: 104469 Step Size: 12788.66188 Smoothing Hyper-parameters: 0.176264 0.111260 0.191121 0.205505 0.113488 0.091594 0.115495 Expected Total MS Cnt: 0.264967 Backgound Scale: 1.03738. ITERATION NUMBER 437. Current Log-Posterior: 107146 Step Size: 2676.850222 Smoothing Hyper-parameters: 0.077957 0.220451 0.289713 0.019155 0.317330 0.191825 0.234546 Expected Total MS Cnt: 0.0321388 Backgound Scale: 1.02781. ITERATION NUMBER 438. Current Log-Posterior: 184504 Step Size: 77358.36166 Smoothing Hyper-parameters: 0.098078 0.133015 0.167244 0.199188 0.087847 0.064814 0.293496 Expected Total MS Cnt: 0.11222 Backgound Scale: 1.04011. ITERATION NUMBER 439. Current Log-Posterior: 155912 Step Size: -28591.8194 Smoothing Hyper-parameters: 0.029329 0.205021 0.339704 0.253160 0.265269 0.085521 0.105308 Expected Total MS Cnt: 0.58478 Backgound Scale: 1.02286. ITERATION NUMBER 440. Current Log-Posterior: 437178 Step Size: 281266.1362 Smoothing Hyper-parameters: 0.183957 0.192649 0.145656 0.111729 0.180475 0.285895 0.211724 Expected Total MS Cnt: 2.52158 Backgound Scale: 1.02998. ITERATION NUMBER 441. Current Log-Posterior: 94486.3 Step Size: -342692.0923 Smoothing Hyper-parameters: 0.238198 0.302309 0.120990 0.236255 0.336301 0.128702 0.071237 Expected Total MS Cnt: 0.625717 Backgound Scale: 1.02595. ITERATION NUMBER 442. Current Log-Posterior: 74800.5 Step Size: -19685.79079 Smoothing Hyper-parameters: 0.180854 0.221737 0.125624 0.099261 0.084831 0.104768 0.094778 Expected Total MS Cnt: 0.878322 Backgound Scale: 1.03188. ITERATION NUMBER 443. Current Log-Posterior: 94016.6 Step Size: 19216.09955 Smoothing Hyper-parameters: 0.132933 0.179050 0.222371 0.373658 0.206574 0.138578 0.107712 Expected Total MS Cnt: 2.04015 Backgound Scale: 1.02885. ITERATION NUMBER 444. Current Log-Posterior: 117654 Step Size: 23637.67187 Smoothing Hyper-parameters: 0.088417 0.082658 0.035627 0.260355 0.252272 0.179639 0.130636 Expected Total MS Cnt: 2.81239 Backgound Scale: 1.02855. ITERATION NUMBER 445. Current Log-Posterior: 200665 Step Size: 83011.10801 Smoothing Hyper-parameters: 0.082227 0.038271 0.029336 0.149509 0.041741 0.362251 0.132584 Expected Total MS Cnt: 0.181194 Backgound Scale: 1.02814. ITERATION NUMBER 446. Current Log-Posterior: 260085 Step Size: 59419.54471 Smoothing Hyper-parameters: 0.163787 0.115818 0.220088 0.171949 0.171967 0.110381 0.237952 Expected Total MS Cnt: 2.23824 Backgound Scale: 1.01503. ITERATION NUMBER 447. Current Log-Posterior: 110441 Step Size: -149643.7957 Smoothing Hyper-parameters: 0.070212 0.191890 0.115245 0.063201 0.145812 0.331962 0.286082 Expected Total MS Cnt: 3.47198 Backgound Scale: 1.01823. ITERATION NUMBER 448. Current Log-Posterior: 201211 Step Size: 90770.3839 Smoothing Hyper-parameters: 0.056333 0.238217 0.043662 0.197847 0.049813 0.325301 0.166666 Expected Total MS Cnt: 1.97609 Backgound Scale: 1.02791. ITERATION NUMBER 449. Current Log-Posterior: 250246 Step Size: 49034.23095 Smoothing Hyper-parameters: 0.079777 0.118038 0.058778 0.028029 0.212303 0.298809 0.098493 Expected Total MS Cnt: 1.76875 Backgound Scale: 1.02617. ITERATION NUMBER 450. Current Log-Posterior: 201688 Step Size: -48557.35391 Smoothing Hyper-parameters: 0.067299 0.237343 0.263755 0.100732 0.042664 0.288394 0.108569 Expected Total MS Cnt: 0.654788 Backgound Scale: 1.03452. ITERATION NUMBER 451. Current Log-Posterior: 203854 Step Size: 2165.781535 Smoothing Hyper-parameters: 0.261382 0.176513 0.070221 0.165584 0.135810 0.117280 0.175795 Expected Total MS Cnt: 0.46633 Backgound Scale: 1.04723. ITERATION NUMBER 452. Current Log-Posterior: 81892 Step Size: -121962.1607 Smoothing Hyper-parameters: 0.125468 0.042773 0.060435 0.220970 0.172689 0.211386 0.255565 Expected Total MS Cnt: 1.69294 Backgound Scale: 1.04323. ITERATION NUMBER 453. Current Log-Posterior: 183630 Step Size: 101738.469 Smoothing Hyper-parameters: 0.138980 0.258279 0.274537 0.101293 0.233798 0.170357 0.112212 Expected Total MS Cnt: 1.171 Backgound Scale: 1.03998. ITERATION NUMBER 454. Current Log-Posterior: 107987 Step Size: -75643.56628 Smoothing Hyper-parameters: 0.097723 0.333474 0.143790 0.221996 0.123667 0.201840 0.093040 Expected Total MS Cnt: 5.0951 Backgound Scale: 1.01868. ITERATION NUMBER 455. Current Log-Posterior: 143182 Step Size: 35194.7204 Smoothing Hyper-parameters: 0.203490 0.063840 0.239981 0.091147 0.091893 0.182475 0.282362 Expected Total MS Cnt: 3.24658 Backgound Scale: 1.0135. ITERATION NUMBER 456. Current Log-Posterior: 117442 Step Size: -25739.32223 Smoothing Hyper-parameters: 0.129511 0.188433 0.165833 0.225918 0.091986 0.302696 0.212867 Expected Total MS Cnt: 0.869297 Backgound Scale: 1.02388. ITERATION NUMBER 457. Current Log-Posterior: 120325 Step Size: 2882.867218 Smoothing Hyper-parameters: 0.165516 0.189060 0.145496 0.188857 0.147048 0.224820 0.217856 Expected Total MS Cnt: 0.147841 Backgound Scale: 1.03687. ITERATION NUMBER 458. Current Log-Posterior: 102271 Step Size: -18054.32805 Smoothing Hyper-parameters: 0.064173 0.014888 0.110618 0.184845 0.141965 0.183056 0.042484 Expected Total MS Cnt: 0.411934 Backgound Scale: 1.02451. ITERATION NUMBER 459. Current Log-Posterior: 413051 Step Size: 310780.6468 Smoothing Hyper-parameters: 0.174827 0.077221 0.072259 0.045894 0.192935 0.081115 0.161584 Expected Total MS Cnt: 5.52517 Backgound Scale: 1.01267. ITERATION NUMBER 460. Current Log-Posterior: 127243 Step Size: -285808.7043 Smoothing Hyper-parameters: 0.206567 0.276473 0.197454 0.147605 0.195731 0.155989 0.103999 Expected Total MS Cnt: 2.73072 Backgound Scale: 1.03446. ITERATION NUMBER 461. Current Log-Posterior: 79942.1 Step Size: -47300.63311 Smoothing Hyper-parameters: 0.252805 0.099749 0.246214 0.081187 0.177682 0.149799 0.149274 Expected Total MS Cnt: 1.68285 Backgound Scale: 1.03697. ITERATION NUMBER 462. Current Log-Posterior: 90109 Step Size: 10166.89937 Smoothing Hyper-parameters: 0.175735 0.181192 0.202025 0.092365 0.212165 0.196593 0.231931 Expected Total MS Cnt: 0.181032 Backgound Scale: 1.02875. ITERATION NUMBER 463. Current Log-Posterior: 97423.1 Step Size: 7314.042512 Smoothing Hyper-parameters: 0.136794 0.042289 0.168787 0.155961 0.233612 0.065062 0.316112 Expected Total MS Cnt: 0.405026 Backgound Scale: 1.03215. ITERATION NUMBER 464. Current Log-Posterior: 169409 Step Size: 71985.98294 Smoothing Hyper-parameters: 0.259977 0.280442 0.119967 0.141180 0.048569 0.248103 0.185714 Expected Total MS Cnt: 0.681081 Backgound Scale: 1.04124. ITERATION NUMBER 465. Current Log-Posterior: 72296.1 Step Size: -97112.91993 Smoothing Hyper-parameters: 0.038353 0.153284 0.195180 0.130170 0.154806 0.180209 0.218892 Expected Total MS Cnt: 0.092271 Backgound Scale: 1.00509. ITERATION NUMBER 466. Current Log-Posterior: 343233 Step Size: 270936.9095 Smoothing Hyper-parameters: 0.187717 0.155091 0.176212 0.233861 0.198535 0.140646 0.093414 Expected Total MS Cnt: 0.209796 Backgound Scale: 1.01873. ITERATION NUMBER 467. Current Log-Posterior: 95115 Step Size: -248118.0409 Smoothing Hyper-parameters: 0.204715 0.197437 0.207289 0.084290 0.218755 0.267754 0.049822 Expected Total MS Cnt: 0.304389 Backgound Scale: 1.02375. ITERATION NUMBER 468. Current Log-Posterior: 85511.2 Step Size: -9603.845179 Smoothing Hyper-parameters: 0.024362 0.141197 0.116937 0.233591 0.314695 0.206085 0.209782 Expected Total MS Cnt: 0.554287 Backgound Scale: 1.04179. ITERATION NUMBER 469. Current Log-Posterior: 528647 Step Size: 443135.4529 Smoothing Hyper-parameters: 0.078918 0.060120 0.229727 0.144217 0.198262 0.167459 0.176620 Expected Total MS Cnt: 1.5994 Backgound Scale: 1.02644. ITERATION NUMBER 470. Current Log-Posterior: 213521 Step Size: -315125.5284 Smoothing Hyper-parameters: 0.241272 0.071015 0.270568 0.125225 0.285655 0.173986 0.148457 Expected Total MS Cnt: 1.33324 Backgound Scale: 1.02369. ITERATION NUMBER 471. Current Log-Posterior: 102579 Step Size: -110942.2255 Smoothing Hyper-parameters: 0.152765 0.226949 0.311998 0.100399 0.090994 0.134275 0.092487 Expected Total MS Cnt: 1.45082 Backgound Scale: 1.01633. ITERATION NUMBER 472. Current Log-Posterior: 103122 Step Size: 543.3850394 Smoothing Hyper-parameters: 0.152765 0.182881 0.018041 0.093111 0.113054 0.253679 0.212039 Expected Total MS Cnt: 1.00183 Backgound Scale: 1.034. ITERATION NUMBER 473. Current Log-Posterior: 147129 Step Size: 44006.92629 Smoothing Hyper-parameters: 0.174118 0.065575 0.083022 0.071252 0.189732 0.188104 0.139588 Expected Total MS Cnt: 0.793451 Backgound Scale: 1.02966. ITERATION NUMBER 474. Current Log-Posterior: 132340 Step Size: -14789.40694 Smoothing Hyper-parameters: 0.073110 0.060022 0.059406 0.283350 0.141457 0.275860 0.162787 Expected Total MS Cnt: 1.03252 Backgound Scale: 1.02878. ITERATION NUMBER 475. Current Log-Posterior: 235728 Step Size: 103388.3834 Smoothing Hyper-parameters: 0.110851 0.235644 0.167784 0.141986 0.261067 0.086953 0.152661 Expected Total MS Cnt: 0.451665 Backgound Scale: 1.04306. ITERATION NUMBER 476. Current Log-Posterior: 132804 Step Size: -102924.4346 Smoothing Hyper-parameters: 0.050041 0.206763 0.065864 0.148136 0.145432 0.164611 0.152661 Expected Total MS Cnt: 2.31119 Backgound Scale: 1.02592. ITERATION NUMBER 477. Current Log-Posterior: 275955 Step Size: 143150.8662 Smoothing Hyper-parameters: 0.027933 0.114633 0.232406 0.054980 0.158367 0.149946 0.268626 Expected Total MS Cnt: 0.557039 Backgound Scale: 1.02355. ITERATION NUMBER 478. Current Log-Posterior: 462375 Step Size: 186420.3145 Smoothing Hyper-parameters: 0.221554 0.185273 0.155185 0.069079 0.160263 0.178115 0.145421 Expected Total MS Cnt: 0.783421 Backgound Scale: 1.03566. ITERATION NUMBER 479. Current Log-Posterior: 85198.9 Step Size: -377175.9639 Smoothing Hyper-parameters: 0.048347 0.092364 0.215893 0.037493 0.168533 0.149399 0.277115 Expected Total MS Cnt: 5.2329 Backgound Scale: 1.03515. ITERATION NUMBER 480. Current Log-Posterior: 300777 Step Size: 215578.2132 Smoothing Hyper-parameters: 0.250463 0.112885 0.305092 0.066490 0.051717 0.180097 0.206875 Expected Total MS Cnt: 4.79309 Backgound Scale: 1.03167. ITERATION NUMBER 481. Current Log-Posterior: 87088.3 Step Size: -213688.8305 Smoothing Hyper-parameters: 0.231747 0.127976 0.060546 0.271216 0.038928 0.222173 0.328410 Expected Total MS Cnt: 8.26285 Backgound Scale: 1.02551. ITERATION NUMBER 482. Current Log-Posterior: 96567.9 Step Size: 9479.565549 Smoothing Hyper-parameters: 0.118255 0.168542 0.208379 0.048591 0.009241 0.242877 0.182154 Expected Total MS Cnt: 13.0098 Backgound Scale: 1.03782. ITERATION NUMBER 483. Current Log-Posterior: 137294 Step Size: 40726.466 Smoothing Hyper-parameters: 0.118254 0.186915 0.090636 0.128676 0.096048 0.041072 0.194075 Expected Total MS Cnt: 15.7528 Backgound Scale: 1.04214. ITERATION NUMBER 484. Current Log-Posterior: 133893 Step Size: -3401.102863 Smoothing Hyper-parameters: 0.204083 0.237604 0.248415 0.191148 0.143098 0.149383 0.189037 Expected Total MS Cnt: 17.6608 Backgound Scale: 1.0263. ITERATION NUMBER 485. Current Log-Posterior: 82644.3 Step Size: -51248.96467 Smoothing Hyper-parameters: 0.284290 0.056973 0.141767 0.156624 0.271246 0.190922 0.265720 Expected Total MS Cnt: 16.3655 Backgound Scale: 1.02479. ITERATION NUMBER 486. Current Log-Posterior: 106801 Step Size: 24156.8091 Smoothing Hyper-parameters: 0.230265 0.203525 0.272526 0.131247 0.251772 0.139296 0.153046 Expected Total MS Cnt: 25.0047 Backgound Scale: 1.02145. ITERATION NUMBER 487. Current Log-Posterior: 76758.9 Step Size: -30042.21075 Smoothing Hyper-parameters: 0.096398 0.287550 0.172635 0.222128 0.196974 0.240733 0.220314 Expected Total MS Cnt: 16.653 Backgound Scale: 1.03135. ITERATION NUMBER 488. Current Log-Posterior: 145017 Step Size: 68258.10531 Smoothing Hyper-parameters: 0.161899 0.087173 0.167843 0.227725 0.099545 0.286714 0.144097 Expected Total MS Cnt: 13.5465 Backgound Scale: 1.03281. ITERATION NUMBER 489. Current Log-Posterior: 119593 Step Size: -25423.7737 Smoothing Hyper-parameters: 0.085684 0.105716 0.172355 0.149901 0.208006 0.229772 0.078866 Expected Total MS Cnt: 14.1664 Backgound Scale: 1.02309. ITERATION NUMBER 490. Current Log-Posterior: 181196 Step Size: 61602.64339 Smoothing Hyper-parameters: 0.087187 0.203150 0.053733 0.119464 0.192095 0.070597 0.252775 Expected Total MS Cnt: 15.0243 Backgound Scale: 1.01973. ITERATION NUMBER 491. Current Log-Posterior: 173589 Step Size: -7606.495366 Smoothing Hyper-parameters: 0.257223 0.322685 0.121854 0.059712 0.196964 0.300519 0.166965 Expected Total MS Cnt: 15.3528 Backgound Scale: 1.03247. ITERATION NUMBER 492. Current Log-Posterior: 72095.4 Step Size: -101493.9766 Smoothing Hyper-parameters: 0.094219 0.256898 0.127221 0.290979 0.130056 0.102296 0.171114 Expected Total MS Cnt: 11.1272 Backgound Scale: 1.01362. ITERATION NUMBER 493. Current Log-Posterior: 152447 Step Size: 80351.67098 Smoothing Hyper-parameters: 0.059085 0.221255 0.219711 0.143150 0.134680 0.044493 0.207418 Expected Total MS Cnt: 11.5128 Backgound Scale: 1.03058. ITERATION NUMBER 494. Current Log-Posterior: 228972 Step Size: 76524.61688 Smoothing Hyper-parameters: 0.175613 0.241090 0.253556 0.145733 0.134680 0.167174 0.195999 Expected Total MS Cnt: 12.7838 Backgound Scale: 1.03189. ITERATION NUMBER 495. Current Log-Posterior: 92499.5 Step Size: -136472.146 Smoothing Hyper-parameters: 0.033967 0.075716 0.162247 0.184456 0.072930 0.291827 0.065538 Expected Total MS Cnt: 14.636 Backgound Scale: 1.03144. ITERATION NUMBER 496. Current Log-Posterior: 408379 Step Size: 315879.5323 Smoothing Hyper-parameters: 0.083112 0.152931 0.243343 0.154751 0.294897 0.257200 0.396617 Expected Total MS Cnt: 12.1437 Backgound Scale: 1.04066. ITERATION NUMBER 497. Current Log-Posterior: 173620 Step Size: -234759.338 Smoothing Hyper-parameters: 0.117517 0.072996 0.133633 0.157886 0.043113 0.365654 0.301924 Expected Total MS Cnt: 16.7946 Backgound Scale: 1.02573. ITERATION NUMBER 498. Current Log-Posterior: 158730 Step Size: -14890.11326 Smoothing Hyper-parameters: 0.107131 0.101462 0.224086 0.134293 0.252294 0.188820 0.152143 Expected Total MS Cnt: 12.4166 Backgound Scale: 1.02325. ITERATION NUMBER 499. Current Log-Posterior: 150940 Step Size: -7789.693153 Smoothing Hyper-parameters: 0.120011 0.240425 0.133247 0.106565 0.213245 0.164012 0.238159 Expected Total MS Cnt: 10.6065 Backgound Scale: 1.02707. ITERATION NUMBER 500. Current Log-Posterior: 124687 Step Size: -26253.00489 Smoothing Hyper-parameters: 0.192069 0.119209 0.153587 0.073854 0.205108 0.069566 0.306601 Expected Total MS Cnt: 14.9843 Backgound Scale: 1.03421. ITERATION NUMBER 501. Current Log-Posterior: 102556 Step Size: -22131.09777 Smoothing Hyper-parameters: 0.180659 0.112659 0.158449 0.007335 0.228053 0.244602 0.097311 Expected Total MS Cnt: 10.0514 Backgound Scale: 1.04179. ITERATION NUMBER 502. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.163188 0.189621 0.088516 0.191103 0.178999 0.211996 0.088972 Expected Total MS Cnt: 10.6333 Backgound Scale: 1.03715. ITERATION NUMBER 503. Current Log-Posterior: 103681 Step Size: -inf Smoothing Hyper-parameters: 0.191188 0.238630 0.200285 0.161613 0.207110 0.211996 0.170741 Expected Total MS Cnt: 15.7097 Backgound Scale: 1.04784. ITERATION NUMBER 504. Current Log-Posterior: 85956.9 Step Size: -17724.02233 Smoothing Hyper-parameters: 0.192896 0.165225 0.290741 0.222685 0.067799 0.104583 0.329721 Expected Total MS Cnt: 19.1442 Backgound Scale: 1.02784. ITERATION NUMBER 505. Current Log-Posterior: 90648.2 Step Size: 4691.342845 Smoothing Hyper-parameters: 0.140996 0.195937 0.087793 0.253751 0.356888 0.080060 0.095723 Expected Total MS Cnt: 19.767 Backgound Scale: 1.02899. ITERATION NUMBER 506. Current Log-Posterior: 115174 Step Size: 24525.77526 Smoothing Hyper-parameters: 0.205431 0.005323 0.098857 0.169969 0.195146 0.106960 0.166383 Expected Total MS Cnt: 29.4864 Backgound Scale: 1.04215. ITERATION NUMBER 507. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.126311 0.125627 0.268870 0.271490 0.097118 0.227893 0.191766 Expected Total MS Cnt: 23.9457 Backgound Scale: 1.02696. ITERATION NUMBER 508. Current Log-Posterior: 130475 Step Size: -inf Smoothing Hyper-parameters: 0.291242 0.283284 0.193609 0.143966 0.175538 0.236561 0.069720 Expected Total MS Cnt: 19.1721 Backgound Scale: 1.03743. ITERATION NUMBER 509. Current Log-Posterior: 63857.3 Step Size: -66618.21295 Smoothing Hyper-parameters: 0.145236 0.063476 0.251132 0.164980 0.221810 0.072411 0.204793 Expected Total MS Cnt: 16.7891 Backgound Scale: 1.02471. ITERATION NUMBER 510. Current Log-Posterior: 139663 Step Size: 75805.66116 Smoothing Hyper-parameters: 0.283303 0.043252 0.231976 0.261354 0.120171 0.176378 0.211382 Expected Total MS Cnt: 22.4136 Backgound Scale: 1.03197. ITERATION NUMBER 511. Current Log-Posterior: 122276 Step Size: -17386.76753 Smoothing Hyper-parameters: 0.118133 0.086435 0.087904 0.335664 0.076878 0.250801 0.218542 Expected Total MS Cnt: 20.0196 Backgound Scale: 1.02125. ITERATION NUMBER 512. Current Log-Posterior: 150534 Step Size: 28257.43348 Smoothing Hyper-parameters: 0.188947 0.132327 0.251065 0.249568 0.099997 0.237185 0.327768 Expected Total MS Cnt: 16.0293 Backgound Scale: 1.03497. ITERATION NUMBER 513. Current Log-Posterior: 96373.7 Step Size: -54159.90466 Smoothing Hyper-parameters: 0.232864 0.198918 0.174766 0.093383 0.237027 0.129673 0.265888 Expected Total MS Cnt: 27.3292 Backgound Scale: 1.0305. ITERATION NUMBER 514. Current Log-Posterior: 79311.5 Step Size: -17062.18867 Smoothing Hyper-parameters: 0.262685 0.286277 0.115773 0.222865 0.247888 0.154882 0.267325 Expected Total MS Cnt: 20.3997 Backgound Scale: 1.02812. ITERATION NUMBER 515. Current Log-Posterior: 70561.1 Step Size: -8750.423853 Smoothing Hyper-parameters: 0.227515 0.079429 0.139343 0.218100 0.199675 0.147166 0.308102 Expected Total MS Cnt: 16.5545 Backgound Scale: 1.03045. ITERATION NUMBER 516. Current Log-Posterior: 102994 Step Size: 32432.73305 Smoothing Hyper-parameters: 0.109538 0.179764 0.179908 0.227045 0.278293 0.306894 0.258314 Expected Total MS Cnt: 19.2531 Backgound Scale: 1.02161. ITERATION NUMBER 517. Current Log-Posterior: 137563 Step Size: 34568.92692 Smoothing Hyper-parameters: 0.111908 0.192251 0.044024 0.250821 0.155303 0.147303 0.236311 Expected Total MS Cnt: 18.4978 Backgound Scale: 1.03563. ITERATION NUMBER 518. Current Log-Posterior: 147430 Step Size: 9866.988073 Smoothing Hyper-parameters: 0.264951 0.105213 0.125474 0.050768 0.197446 0.150463 0.122240 Expected Total MS Cnt: 16.9074 Backgound Scale: 1.02984. ITERATION NUMBER 519. Current Log-Posterior: 89094.3 Step Size: -58335.39541 Smoothing Hyper-parameters: 0.083511 0.191876 0.159169 0.139270 0.152956 0.044913 0.175308 Expected Total MS Cnt: 17.4564 Backgound Scale: 1.02232. ITERATION NUMBER 520. Current Log-Posterior: 171198 Step Size: 82103.93479 Smoothing Hyper-parameters: 0.177983 0.169548 0.261843 0.241860 0.237169 0.262054 0.231923 Expected Total MS Cnt: 18.4871 Backgound Scale: 1.03439. ITERATION NUMBER 521. Current Log-Posterior: 95038.9 Step Size: -76159.33599 Smoothing Hyper-parameters: 0.096399 0.185659 0.232684 0.086522 0.077562 0.263134 0.026631 Expected Total MS Cnt: 14.8282 Backgound Scale: 1.02837. ITERATION NUMBER 522. Current Log-Posterior: 153333 Step Size: 58293.86403 Smoothing Hyper-parameters: 0.215047 0.118296 0.232493 0.135308 0.205034 0.021800 0.180053 Expected Total MS Cnt: 11.0579 Backgound Scale: 1.01677. ITERATION NUMBER 523. Current Log-Posterior: 91371.2 Step Size: -61961.60667 Smoothing Hyper-parameters: 0.120626 0.105475 0.224896 0.153490 0.193707 0.082794 0.207739 Expected Total MS Cnt: 16.078 Backgound Scale: 1.02049. ITERATION NUMBER 524. Current Log-Posterior: 136684 Step Size: 45313.0136 Smoothing Hyper-parameters: 0.157625 0.262014 0.130152 0.248683 0.162150 0.235132 0.045159 Expected Total MS Cnt: 15.6302 Backgound Scale: 1.02859. ITERATION NUMBER 525. Current Log-Posterior: 99523.9 Step Size: -37160.32608 Smoothing Hyper-parameters: 0.247340 0.150620 0.211578 0.247144 0.348935 0.136473 0.177290 Expected Total MS Cnt: 10.3966 Backgound Scale: 1.02359. ITERATION NUMBER 526. Current Log-Posterior: 79349.6 Step Size: -20174.26304 Smoothing Hyper-parameters: 0.237232 0.077252 0.179721 0.113801 0.245246 0.159292 0.087242 Expected Total MS Cnt: 25.6219 Backgound Scale: 1.02365. ITERATION NUMBER 527. Current Log-Posterior: 101443 Step Size: 22092.91553 Smoothing Hyper-parameters: 0.256286 0.128909 0.105493 0.085219 0.197904 0.132528 0.199310 Expected Total MS Cnt: 17.5207 Backgound Scale: 1.0348. ITERATION NUMBER 528. Current Log-Posterior: 85720.2 Step Size: -15722.32669 Smoothing Hyper-parameters: 0.166367 0.157324 0.162401 0.172068 0.191089 0.237201 0.050976 Expected Total MS Cnt: 11.456 Backgound Scale: 1.045. ITERATION NUMBER 529. Current Log-Posterior: 103832 Step Size: 18112.13312 Smoothing Hyper-parameters: 0.296602 0.074285 0.191678 0.151110 0.158722 0.052185 0.201115 Expected Total MS Cnt: 16.4624 Backgound Scale: 1.02716. ITERATION NUMBER 530. Current Log-Posterior: 91801.8 Step Size: -12030.54425 Smoothing Hyper-parameters: 0.073309 0.257929 0.266763 0.268156 0.089354 0.143269 0.094036 Expected Total MS Cnt: 28.6125 Backgound Scale: 1.02622. ITERATION NUMBER 531. Current Log-Posterior: 185972 Step Size: 94169.97787 Smoothing Hyper-parameters: 0.304915 0.180361 0.223609 0.119028 0.237959 0.269869 0.064619 Expected Total MS Cnt: 30.162 Backgound Scale: 1.02788. ITERATION NUMBER 532. Current Log-Posterior: 68058.3 Step Size: -117913.419 Smoothing Hyper-parameters: 0.080004 0.159784 0.171521 0.227971 0.070766 0.010053 0.068507 Expected Total MS Cnt: 33.1372 Backgound Scale: 1.02191. ITERATION NUMBER 533. Current Log-Posterior: 182717 Step Size: 114658.1596 Smoothing Hyper-parameters: 0.161683 0.104594 0.273971 0.246015 0.193300 0.095494 0.067926 Expected Total MS Cnt: 26.3627 Backgound Scale: 1.03113. ITERATION NUMBER 534. Current Log-Posterior: 112995 Step Size: -69721.66436 Smoothing Hyper-parameters: 0.074904 0.189817 0.176385 0.146922 0.064902 0.326477 0.214421 Expected Total MS Cnt: 19.6471 Backgound Scale: 1.01944. ITERATION NUMBER 535. Current Log-Posterior: 189845 Step Size: 76849.7884 Smoothing Hyper-parameters: 0.071868 0.179895 0.185505 0.183228 0.174754 0.022580 0.168866 Expected Total MS Cnt: 20.6201 Backgound Scale: 1.03402. ITERATION NUMBER 536. Current Log-Posterior: 195791 Step Size: 5946.033475 Smoothing Hyper-parameters: 0.189427 0.111732 0.125129 0.284062 0.132213 0.229452 0.104620 Expected Total MS Cnt: 16.4525 Backgound Scale: 1.02757. ITERATION NUMBER 537. Current Log-Posterior: 102512 Step Size: -93278.82999 Smoothing Hyper-parameters: 0.119481 0.179400 0.226931 0.137373 0.091939 0.123618 0.175550 Expected Total MS Cnt: 19.8965 Backgound Scale: 1.01894. ITERATION NUMBER 538. Current Log-Posterior: 128118 Step Size: 25606.05904 Smoothing Hyper-parameters: 0.176398 0.227514 0.252577 0.122971 0.146144 0.110840 0.097229 Expected Total MS Cnt: 21.1314 Backgound Scale: 1.03418. ITERATION NUMBER 539. Current Log-Posterior: 92865.8 Step Size: -35252.05874 Smoothing Hyper-parameters: 0.190676 0.113648 0.249334 0.118314 0.035750 0.135513 0.163801 Expected Total MS Cnt: 16.1653 Backgound Scale: 1.04367. ITERATION NUMBER 540. Current Log-Posterior: 102198 Step Size: 9332.105582 Smoothing Hyper-parameters: 0.097302 0.254442 0.146870 0.176174 0.315579 0.126298 0.110750 Expected Total MS Cnt: 12.0341 Backgound Scale: 1.0311. ITERATION NUMBER 541. Current Log-Posterior: 148520 Step Size: 46322.40754 Smoothing Hyper-parameters: 0.137828 0.091160 0.107811 0.087747 0.170762 0.141633 0.131628 Expected Total MS Cnt: 13.3048 Backgound Scale: 1.03253. ITERATION NUMBER 542. Current Log-Posterior: 134268 Step Size: -14251.98128 Smoothing Hyper-parameters: 0.129762 0.128093 0.157237 0.322513 0.229990 0.318706 0.088147 Expected Total MS Cnt: 20.3751 Backgound Scale: 1.01897. ITERATION NUMBER 543. Current Log-Posterior: 125819 Step Size: -8449.528875 Smoothing Hyper-parameters: 0.225072 0.257842 0.268153 0.210090 0.179607 0.062986 0.125899 Expected Total MS Cnt: 23.1923 Backgound Scale: 1.02409. ITERATION NUMBER 544. Current Log-Posterior: 75026.1 Step Size: -50792.7491 Smoothing Hyper-parameters: 0.183996 0.132260 0.163242 0.138606 0.116188 0.174194 0.133789 Expected Total MS Cnt: 28.8875 Backgound Scale: 1.00195. ITERATION NUMBER 545. Current Log-Posterior: 100472 Step Size: 25446.11107 Smoothing Hyper-parameters: 0.197765 0.327638 0.242101 0.179390 0.076282 0.162914 0.252310 Expected Total MS Cnt: 19.0715 Backgound Scale: 1.01998. ITERATION NUMBER 546. Current Log-Posterior: 80741 Step Size: -19731.23738 Smoothing Hyper-parameters: 0.092218 0.177199 0.195023 0.178942 0.174621 0.145447 0.339821 Expected Total MS Cnt: 24.966 Backgound Scale: 1.01072. ITERATION NUMBER 547. Current Log-Posterior: 159223 Step Size: 78481.64394 Smoothing Hyper-parameters: 0.202302 0.199086 0.144564 0.257560 0.283599 0.166052 0.167735 Expected Total MS Cnt: 27.0564 Backgound Scale: 1.00482. ITERATION NUMBER 548. Current Log-Posterior: 86051.1 Step Size: -73171.52218 Smoothing Hyper-parameters: 0.317263 0.229530 0.180305 0.153477 0.121450 0.204707 0.167320 Expected Total MS Cnt: 20.4862 Backgound Scale: 1.02734. ITERATION NUMBER 549. Current Log-Posterior: 63275.9 Step Size: -22775.14551 Smoothing Hyper-parameters: 0.187674 0.150127 0.216640 0.215196 0.266210 0.109175 0.048840 Expected Total MS Cnt: 14.802 Backgound Scale: 1.03166. ITERATION NUMBER 550. Current Log-Posterior: 94161.1 Step Size: 30885.20255 Smoothing Hyper-parameters: 0.122807 0.113907 0.183125 0.215196 0.196696 0.103007 0.142272 Expected Total MS Cnt: 24.5256 Backgound Scale: 1.02941. ITERATION NUMBER 551. Current Log-Posterior: 135264 Step Size: 41102.73639 Smoothing Hyper-parameters: 0.107951 0.048106 0.233626 0.133332 0.293354 0.181870 0.110939 Expected Total MS Cnt: 17.2864 Backgound Scale: 1.02731. ITERATION NUMBER 552. Current Log-Posterior: 181642 Step Size: 46377.9191 Smoothing Hyper-parameters: 0.052302 0.109340 0.030637 0.144396 0.172446 0.195431 0.159928 Expected Total MS Cnt: 9.45385 Backgound Scale: 1.03882. ITERATION NUMBER 553. Current Log-Posterior: 288520 Step Size: 106878.0418 Smoothing Hyper-parameters: 0.204916 0.186262 0.155473 0.170038 0.263821 0.151948 0.231789 Expected Total MS Cnt: 9.06563 Backgound Scale: 1.02262. ITERATION NUMBER 554. Current Log-Posterior: 87842.4 Step Size: -200677.4761 Smoothing Hyper-parameters: 0.069410 0.081153 0.184007 0.186638 0.202658 0.146289 0.151935 Expected Total MS Cnt: 4.75478 Backgound Scale: 1.01936. ITERATION NUMBER 555. Current Log-Posterior: 219288 Step Size: 131445.6421 Smoothing Hyper-parameters: 0.148458 0.104231 0.185796 0.204830 0.195321 0.213158 0.234343 Expected Total MS Cnt: 8.53317 Backgound Scale: 1.0277. ITERATION NUMBER 556. Current Log-Posterior: 121294 Step Size: -97994.2704 Smoothing Hyper-parameters: 0.221894 0.133459 0.202003 0.189713 0.078108 0.134126 0.147788 Expected Total MS Cnt: 5.95859 Backgound Scale: 1.03708. ITERATION NUMBER 557. Current Log-Posterior: 89173.6 Step Size: -32120.14148 Smoothing Hyper-parameters: 0.189522 0.126925 0.210870 0.196677 0.051222 0.057400 0.176487 Expected Total MS Cnt: 1.41198 Backgound Scale: 1.01374. ITERATION NUMBER 558. Current Log-Posterior: 99276.4 Step Size: 10102.8302 Smoothing Hyper-parameters: 0.050976 0.091096 0.188550 0.187489 0.094018 0.133647 0.096643 Expected Total MS Cnt: 1.06054 Backgound Scale: 1.04411. ITERATION NUMBER 559. Current Log-Posterior: 279173 Step Size: 179897.0796 Smoothing Hyper-parameters: 0.123240 0.039681 0.085660 0.275583 0.143600 0.144613 0.176038 Expected Total MS Cnt: 2.02852 Backgound Scale: 1.02313. ITERATION NUMBER 560. Current Log-Posterior: 188800 Step Size: -90373.52231 Smoothing Hyper-parameters: 0.181647 0.150412 0.107732 0.314755 0.176061 0.289212 0.153613 Expected Total MS Cnt: 5.6631 Backgound Scale: 1.03992. ITERATION NUMBER 561. Current Log-Posterior: 100834 Step Size: -87965.5544 Smoothing Hyper-parameters: 0.087502 0.185349 0.160078 0.127071 0.146625 0.355194 0.123473 Expected Total MS Cnt: 6.24062 Backgound Scale: 1.02393. ITERATION NUMBER 562. Current Log-Posterior: 165427 Step Size: 64592.56945 Smoothing Hyper-parameters: 0.241488 0.083053 0.194041 0.244981 0.087995 0.157804 0.139764 Expected Total MS Cnt: 2.56041 Backgound Scale: 1.03281. ITERATION NUMBER 563. Current Log-Posterior: 97694.7 Step Size: -67732.29983 Smoothing Hyper-parameters: 0.143104 0.236534 0.216799 0.030477 0.054130 0.045629 0.164972 Expected Total MS Cnt: 2.97035 Backgound Scale: 0.995365. ITERATION NUMBER 564. Current Log-Posterior: 111300 Step Size: 13605.49773 Smoothing Hyper-parameters: 0.324361 0.054929 0.236195 0.229384 0.203364 0.126846 0.082278 Expected Total MS Cnt: 4.72805 Backgound Scale: 1.02744. ITERATION NUMBER 565. Current Log-Posterior: 102994 Step Size: -8305.687535 Smoothing Hyper-parameters: 0.269253 0.160119 0.236195 0.201101 0.214432 0.177542 0.149475 Expected Total MS Cnt: 6.50574 Backgound Scale: 1.03814. ITERATION NUMBER 566. Current Log-Posterior: 74221.5 Step Size: -28772.98291 Smoothing Hyper-parameters: 0.290887 0.388555 0.229830 0.147067 0.181804 0.145659 0.166370 Expected Total MS Cnt: 4.50095 Backgound Scale: 1.04058. ITERATION NUMBER 567. Current Log-Posterior: 60279.7 Step Size: -13941.79816 Smoothing Hyper-parameters: 0.261514 0.113487 0.166096 0.205130 0.152200 0.079452 0.229729 Expected Total MS Cnt: 5.26723 Backgound Scale: 1.02855. ITERATION NUMBER 568. Current Log-Posterior: 85312.8 Step Size: 25033.11848 Smoothing Hyper-parameters: 0.121416 0.164278 0.152860 0.201903 0.171778 0.081742 0.221553 Expected Total MS Cnt: 5.3117 Backgound Scale: 1.02842. ITERATION NUMBER 569. Current Log-Posterior: 128969 Step Size: 43656.52064 Smoothing Hyper-parameters: 0.061947 0.070447 0.252260 0.089875 0.059278 0.190657 0.108078 Expected Total MS Cnt: 9.67903 Backgound Scale: 1.04126. ITERATION NUMBER 570. Current Log-Posterior: 250179 Step Size: 121209.5095 Smoothing Hyper-parameters: 0.115188 0.168058 0.131780 0.062049 0.077398 0.139446 0.246078 Expected Total MS Cnt: 5.73209 Backgound Scale: 1.02446. ITERATION NUMBER 571. Current Log-Posterior: 135307 Step Size: -114871.7675 Smoothing Hyper-parameters: 0.215130 0.013496 0.284603 0.249530 0.104379 0.197466 0.098517 Expected Total MS Cnt: 9.96951 Backgound Scale: 1.03085. ITERATION NUMBER 572. Current Log-Posterior: 287923 Step Size: 152616.1272 Smoothing Hyper-parameters: 0.132190 0.136268 0.179537 0.104956 0.174210 0.117096 0.126484 Expected Total MS Cnt: 10.6057 Backgound Scale: 1.02484. ITERATION NUMBER 573. Current Log-Posterior: 124858 Step Size: -163064.9604 Smoothing Hyper-parameters: 0.160079 0.151271 0.127532 0.198135 0.021516 0.158928 0.216348 Expected Total MS Cnt: 6.4425 Backgound Scale: 1.01557. ITERATION NUMBER 574. Current Log-Posterior: 109930 Step Size: -14927.8096 Smoothing Hyper-parameters: 0.194519 0.276171 0.200701 0.190234 0.132093 0.138869 0.062402 Expected Total MS Cnt: 4.92366 Backgound Scale: 1.01779. ITERATION NUMBER 575. Current Log-Posterior: 84453.8 Step Size: -25476.64388 Smoothing Hyper-parameters: 0.194519 0.133601 0.168251 0.123262 0.257695 0.102784 0.220636 Expected Total MS Cnt: 3.9132 Backgound Scale: 1.03362. ITERATION NUMBER 576. Current Log-Posterior: 96491.4 Step Size: 12037.55029 Smoothing Hyper-parameters: 0.115178 0.077693 0.036794 0.142040 0.247454 0.054005 0.139476 Expected Total MS Cnt: 2.03242 Backgound Scale: 1.02388. ITERATION NUMBER 577. Current Log-Posterior: 170553 Step Size: 74061.59253 Smoothing Hyper-parameters: 0.199334 0.141064 0.265418 0.216946 0.107376 0.263319 0.249100 Expected Total MS Cnt: 3.94302 Backgound Scale: 1.01735. ITERATION NUMBER 578. Current Log-Posterior: 91517.6 Step Size: -79035.31649 Smoothing Hyper-parameters: 0.223733 0.045456 0.161399 0.149387 0.018553 0.080977 0.180715 Expected Total MS Cnt: 1.73534 Backgound Scale: 1.03697. ITERATION NUMBER 579. Current Log-Posterior: 134124 Step Size: 42606.1099 Smoothing Hyper-parameters: 0.371033 0.285330 0.278480 0.088205 0.170768 0.121073 0.120224 Expected Total MS Cnt: 1.90952 Backgound Scale: 1.01754. ITERATION NUMBER 580. Current Log-Posterior: 54230.8 Step Size: -79892.95786 Smoothing Hyper-parameters: 0.300530 0.282050 0.244656 0.082764 0.056553 0.235217 0.190324 Expected Total MS Cnt: 5.02283 Backgound Scale: 1.03352. ITERATION NUMBER 581. Current Log-Posterior: 63041 Step Size: 8810.219223 Smoothing Hyper-parameters: 0.258800 0.100155 0.103145 0.192822 0.250263 0.070085 0.091377 Expected Total MS Cnt: 2.64029 Backgound Scale: 1.03839. ITERATION NUMBER 582. Current Log-Posterior: 92360.5 Step Size: 29319.51533 Smoothing Hyper-parameters: 0.288024 0.134026 0.145112 0.160079 0.237314 0.057100 0.146345 Expected Total MS Cnt: 5.84597 Backgound Scale: 1.032. ITERATION NUMBER 583. Current Log-Posterior: 77656.3 Step Size: -14704.23181 Smoothing Hyper-parameters: 0.110151 0.188272 0.241195 0.331446 0.052953 0.111717 0.101199 Expected Total MS Cnt: 2.90027 Backgound Scale: 1.04323. ITERATION NUMBER 584. Current Log-Posterior: 135064 Step Size: 57408.01635 Smoothing Hyper-parameters: 0.096415 0.222508 0.071234 0.030343 0.125298 0.230513 0.225469 Expected Total MS Cnt: 1.26731 Backgound Scale: 1.0285. ITERATION NUMBER 585. Current Log-Posterior: 161088 Step Size: 26023.22746 Smoothing Hyper-parameters: 0.221012 0.149780 0.174837 0.276519 0.122126 0.068715 0.243346 Expected Total MS Cnt: 3.06437 Backgound Scale: 1.03296. ITERATION NUMBER 586. Current Log-Posterior: 85520.4 Step Size: -75567.1541 Smoothing Hyper-parameters: 0.160943 0.164660 0.315487 0.216966 0.238086 0.202819 0.111397 Expected Total MS Cnt: 0.460664 Backgound Scale: 1.0116. ITERATION NUMBER 587. Current Log-Posterior: 102255 Step Size: 16734.84908 Smoothing Hyper-parameters: 0.109020 0.242321 0.227279 0.146932 0.202696 0.153050 0.070117 Expected Total MS Cnt: 3.71249 Backgound Scale: 1.01758. ITERATION NUMBER 588. Current Log-Posterior: 133299 Step Size: 31043.9408 Smoothing Hyper-parameters: 0.184741 0.195549 0.175763 0.174678 0.126618 0.134320 0.140367 Expected Total MS Cnt: 3.07708 Backgound Scale: 1.03085. ITERATION NUMBER 589. Current Log-Posterior: 92064.5 Step Size: -41234.69792 Smoothing Hyper-parameters: 0.274439 0.107416 0.046787 0.203888 0.149171 0.064853 0.192375 Expected Total MS Cnt: 3.02405 Backgound Scale: 1.03457. ITERATION NUMBER 590. Current Log-Posterior: 94724.9 Step Size: 2660.466994 Smoothing Hyper-parameters: 0.244255 0.047230 0.172373 0.193070 0.053988 0.178432 0.151751 Expected Total MS Cnt: 3.43804 Backgound Scale: 1.01706. ITERATION NUMBER 591. Current Log-Posterior: 125170 Step Size: 30445.52968 Smoothing Hyper-parameters: 0.095783 0.079502 0.281648 0.102637 0.134316 0.165186 0.108599 Expected Total MS Cnt: 7.66856 Backgound Scale: 1.01315. ITERATION NUMBER 592. Current Log-Posterior: 174170 Step Size: 48999.35025 Smoothing Hyper-parameters: 0.202529 0.029618 0.115612 0.091186 0.165868 0.267805 0.263593 Expected Total MS Cnt: 4.1254 Backgound Scale: 1.0153. ITERATION NUMBER 593. Current Log-Posterior: 175030 Step Size: 860.4445262 Smoothing Hyper-parameters: 0.264475 0.284249 0.155784 0.017792 0.092348 0.144718 0.173714 Expected Total MS Cnt: 3.89157 Backgound Scale: 1.02906. ITERATION NUMBER 594. Current Log-Posterior: 78556.2 Step Size: -96474.01868 Smoothing Hyper-parameters: 0.127158 0.054381 0.280664 0.143020 0.149972 0.258339 0.073131 Expected Total MS Cnt: 6.26007 Backgound Scale: 1.02419. ITERATION NUMBER 595. Current Log-Posterior: 157996 Step Size: 79439.92995 Smoothing Hyper-parameters: 0.141840 0.075265 0.209999 0.254307 0.171325 0.146199 0.264955 Expected Total MS Cnt: 6.6878 Backgound Scale: 1.03497. ITERATION NUMBER 596. Current Log-Posterior: 134711 Step Size: -23284.89813 Smoothing Hyper-parameters: 0.306895 0.248639 0.137927 0.173835 0.057912 0.107459 0.047788 Expected Total MS Cnt: 4.401 Backgound Scale: 1.03664. ITERATION NUMBER 597. Current Log-Posterior: 64844.7 Step Size: -69866.53972 Smoothing Hyper-parameters: 0.319038 0.174768 0.195499 0.113690 0.075824 0.078745 0.238261 Expected Total MS Cnt: 2.13361 Backgound Scale: 1.0322. ITERATION NUMBER 598. Current Log-Posterior: 68001.9 Step Size: 3157.155736 Smoothing Hyper-parameters: 0.103647 0.161745 0.173390 0.248486 0.087172 0.108459 0.090646 Expected Total MS Cnt: 0.121431 Backgound Scale: 1.0292. ITERATION NUMBER 599. Current Log-Posterior: 145693 Step Size: 77691.51047 Smoothing Hyper-parameters: 0.121441 0.222687 0.087089 0.066763 0.216484 0.126312 0.234410 Expected Total MS Cnt: 0.191263 Backgound Scale: 1.04519. ITERATION NUMBER 600. Current Log-Posterior: 129551 Step Size: -16142.68494 Smoothing Hyper-parameters: 0.182535 0.094127 0.200240 0.248936 0.141553 0.154970 0.162835 Expected Total MS Cnt: 2.33357 Backgound Scale: 1.03334. ITERATION NUMBER 601. Current Log-Posterior: 108266 Step Size: -21284.50424 Smoothing Hyper-parameters: 0.080012 0.129504 0.082900 0.147358 0.104395 0.159222 0.228242 Expected Total MS Cnt: 3.43753 Backgound Scale: 1.03511. ITERATION NUMBER 602. Current Log-Posterior: 186046 Step Size: 77779.38848 Smoothing Hyper-parameters: 0.104791 0.021923 0.184377 0.088555 0.056186 0.185501 0.118371 Expected Total MS Cnt: 0.346356 Backgound Scale: 1.0288. ITERATION NUMBER 603. Current Log-Posterior: 269815 Step Size: 83769.20609 Smoothing Hyper-parameters: 0.030037 0.155738 0.181910 0.048296 0.144599 0.067973 0.122896 Expected Total MS Cnt: 0.903708 Backgound Scale: 1.03489. ITERATION NUMBER 604. Current Log-Posterior: 440422 Step Size: 170607.191 Smoothing Hyper-parameters: 0.147120 0.179182 0.202726 0.110742 0.171311 0.103150 0.139764 Expected Total MS Cnt: 0.09021 Backgound Scale: 1.03317. ITERATION NUMBER 605. Current Log-Posterior: 109884 Step Size: -330538.1136 Smoothing Hyper-parameters: 0.056034 0.148420 0.067372 0.055929 0.277978 0.215267 0.061360 Expected Total MS Cnt: 0.0723339 Backgound Scale: 1.03007. ITERATION NUMBER 606. Current Log-Posterior: 255109 Step Size: 145224.6334 Smoothing Hyper-parameters: 0.105141 0.162083 0.166861 0.213472 0.252284 0.177721 0.126555 Expected Total MS Cnt: 3.2544 Backgound Scale: 1.04401. ITERATION NUMBER 607. Current Log-Posterior: 144450 Step Size: -110658.4108 Smoothing Hyper-parameters: 0.137607 0.159287 0.184814 0.114935 0.209964 0.133997 0.135588 Expected Total MS Cnt: 2.30386 Backgound Scale: 1.03873. ITERATION NUMBER 608. Current Log-Posterior: 117594 Step Size: -26855.68261 Smoothing Hyper-parameters: 0.069584 0.421274 0.211921 0.354345 0.194119 0.068365 0.184534 Expected Total MS Cnt: 0.566327 Backgound Scale: 1.0184. ITERATION NUMBER 609. Current Log-Posterior: 187787 Step Size: 70192.89875 Smoothing Hyper-parameters: 0.050631 0.202748 0.079283 0.136752 0.211361 0.210309 0.082289 Expected Total MS Cnt: 1.18343 Backgound Scale: 1.03386. ITERATION NUMBER 610. Current Log-Posterior: 266551 Step Size: 78763.69238 Smoothing Hyper-parameters: 0.207848 0.245671 0.172349 0.140853 0.333644 0.212138 0.298314 Expected Total MS Cnt: 2.00751 Backgound Scale: 1.04112. ITERATION NUMBER 611. Current Log-Posterior: 81680.9 Step Size: -184870.1478 Smoothing Hyper-parameters: 0.165165 0.173700 0.202350 0.155428 0.159595 0.041716 0.239424 Expected Total MS Cnt: 0.0978721 Backgound Scale: 1.028. ITERATION NUMBER 612. Current Log-Posterior: 101519 Step Size: 19837.75032 Smoothing Hyper-parameters: 0.169454 0.086043 0.229685 0.091112 0.207872 0.191046 0.084436 Expected Total MS Cnt: 1.38651 Backgound Scale: 1.01802. ITERATION NUMBER 613. Current Log-Posterior: 118743 Step Size: 17224.55854 Smoothing Hyper-parameters: 0.174277 0.019437 0.274628 0.112533 0.121770 0.021058 0.247601 Expected Total MS Cnt: 1.53801 Backgound Scale: 1.01687. ITERATION NUMBER 614. Current Log-Posterior: 240372 Step Size: 121628.9217 Smoothing Hyper-parameters: 0.256959 0.019347 0.104504 0.016699 0.205311 0.105553 0.184125 Expected Total MS Cnt: 2.34785 Backgound Scale: 1.03669. ITERATION NUMBER 615. Current Log-Posterior: 229467 Step Size: -10905.41015 Smoothing Hyper-parameters: 0.196104 0.191753 0.106751 0.058663 0.216241 0.152207 0.108272 Expected Total MS Cnt: 2.72496 Backgound Scale: 1.02948. ITERATION NUMBER 616. Current Log-Posterior: 94523.8 Step Size: -134942.9248 Smoothing Hyper-parameters: 0.267433 0.101392 0.162512 0.247965 0.234179 0.200235 0.295151 Expected Total MS Cnt: 2.2341 Backgound Scale: 1.02625. ITERATION NUMBER 617. Current Log-Posterior: 86277 Step Size: -8246.735277 Smoothing Hyper-parameters: 0.072130 0.225602 0.325653 0.266041 0.305059 0.284792 0.158811 Expected Total MS Cnt: 7.01379 Backgound Scale: 1.02527. ITERATION NUMBER 618. Current Log-Posterior: 187258 Step Size: 100981.3486 Smoothing Hyper-parameters: 0.244590 0.215780 0.146536 0.255678 0.058270 0.228333 0.086311 Expected Total MS Cnt: 3.06674 Backgound Scale: 1.01712. ITERATION NUMBER 619. Current Log-Posterior: 76222.4 Step Size: -111035.9412 Smoothing Hyper-parameters: 0.254600 0.104520 0.264195 0.258586 0.152208 0.168729 0.168483 Expected Total MS Cnt: 1.94878 Backgound Scale: 1.04806. ITERATION NUMBER 620. Current Log-Posterior: 86473.1 Step Size: 10250.65315 Smoothing Hyper-parameters: 0.277452 0.274914 0.188843 0.116856 0.138148 0.200927 0.256643 Expected Total MS Cnt: 4.01313 Backgound Scale: 1.02944. ITERATION NUMBER 621. Current Log-Posterior: 66512.6 Step Size: -19960.51876 Smoothing Hyper-parameters: 0.121489 0.126644 0.141704 0.178382 0.092098 0.151054 0.280213 Expected Total MS Cnt: 3.89733 Backgound Scale: 1.03907. ITERATION NUMBER 622. Current Log-Posterior: 134794 Step Size: 68281.88277 Smoothing Hyper-parameters: 0.179237 0.221916 0.195873 0.162361 0.272590 0.052842 0.142541 Expected Total MS Cnt: 6.50797 Backgound Scale: 1.03978. ITERATION NUMBER 623. Current Log-Posterior: 91552.7 Step Size: -43241.80537 Smoothing Hyper-parameters: 0.141961 0.274318 0.198793 0.152094 0.076303 0.132075 0.138662 Expected Total MS Cnt: 4.56659 Backgound Scale: 1.03477. ITERATION NUMBER 624. Current Log-Posterior: 108466 Step Size: 16913.12231 Smoothing Hyper-parameters: 0.143755 0.160082 0.162880 0.155961 0.141637 0.152224 0.246957 Expected Total MS Cnt: 3.41667 Backgound Scale: 1.01925. ITERATION NUMBER 625. Current Log-Posterior: 114578 Step Size: 6112.498787 Smoothing Hyper-parameters: 0.193647 0.201416 0.107988 0.286230 0.215691 0.139082 0.087884 Expected Total MS Cnt: 4.17724 Backgound Scale: 1.03808. ITERATION NUMBER 626. Current Log-Posterior: 90735.5 Step Size: -23842.82148 Smoothing Hyper-parameters: 0.222183 0.199870 0.144902 0.181231 0.288678 0.274044 0.312246 Expected Total MS Cnt: 3.59623 Backgound Scale: 1.03041. ITERATION NUMBER 627. Current Log-Posterior: 82497.7 Step Size: -8237.776941 Smoothing Hyper-parameters: 0.200846 0.076625 0.093722 0.140751 0.186524 0.182682 0.037566 Expected Total MS Cnt: 0.311594 Backgound Scale: 1.02885. ITERATION NUMBER 628. Current Log-Posterior: 113609 Step Size: 31111.2869 Smoothing Hyper-parameters: 0.194242 0.089967 0.076691 0.198324 0.214049 0.166020 0.222455 Expected Total MS Cnt: 0.772877 Backgound Scale: 1.02979. ITERATION NUMBER 629. Current Log-Posterior: 112095 Step Size: -1513.940796 Smoothing Hyper-parameters: 0.010474 0.065807 0.173264 0.147469 0.118151 0.157556 0.191615 Expected Total MS Cnt: 0.625414 Backgound Scale: 1.03011. ITERATION NUMBER 630. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.082366 0.192040 0.114185 0.147469 0.033347 0.063192 0.152098 Expected Total MS Cnt: 1.02905 Backgound Scale: 1.02398. ITERATION NUMBER 631. Current Log-Posterior: 176199 Step Size: -inf Smoothing Hyper-parameters: 0.144009 0.311350 0.237714 0.126151 0.181760 0.116602 0.183783 Expected Total MS Cnt: 0.363691 Backgound Scale: 1.0263. ITERATION NUMBER 632. Current Log-Posterior: 104321 Step Size: -71878.54403 Smoothing Hyper-parameters: 0.164357 0.342624 0.225725 0.024775 0.212738 0.139495 0.232228 Expected Total MS Cnt: 0.283733 Backgound Scale: 1.05461. ITERATION NUMBER 633. Current Log-Posterior: 99567.3 Step Size: -4753.470494 Smoothing Hyper-parameters: 0.024979 0.127452 0.108600 0.078581 0.255639 0.108843 0.128743 Expected Total MS Cnt: 1.65613 Backgound Scale: 1.04446. ITERATION NUMBER 634. Current Log-Posterior: 529800 Step Size: 430232.5611 Smoothing Hyper-parameters: 0.182014 0.182418 0.138009 0.055303 0.150598 0.067438 0.267212 Expected Total MS Cnt: 4.62454 Backgound Scale: 1.02096. ITERATION NUMBER 635. Current Log-Posterior: 96912.9 Step Size: -432886.9809 Smoothing Hyper-parameters: 0.116078 0.230273 0.062731 0.158576 0.190529 0.107874 0.167365 Expected Total MS Cnt: 2.20457 Backgound Scale: 1.02284. ITERATION NUMBER 636. Current Log-Posterior: 135980 Step Size: 39066.66753 Smoothing Hyper-parameters: 0.161664 0.289892 0.153349 0.295038 0.055482 0.156777 0.169044 Expected Total MS Cnt: 2.99657 Backgound Scale: 1.03574. ITERATION NUMBER 637. Current Log-Posterior: 97778.7 Step Size: -38200.83208 Smoothing Hyper-parameters: 0.164859 0.202476 0.146264 0.168020 0.093150 0.237732 0.116236 Expected Total MS Cnt: 0.641189 Backgound Scale: 1.03344. ITERATION NUMBER 638. Current Log-Posterior: 99742 Step Size: 1963.246455 Smoothing Hyper-parameters: 0.220002 0.234951 0.222770 0.218839 0.126458 0.278174 0.069718 Expected Total MS Cnt: 0.411796 Backgound Scale: 1.04885. ITERATION NUMBER 639. Current Log-Posterior: 78082.1 Step Size: -21659.83137 Smoothing Hyper-parameters: 0.290112 0.195118 0.111023 0.161872 0.175105 0.156378 0.135866 Expected Total MS Cnt: 2.7186 Backgound Scale: 1.02669. ITERATION NUMBER 640. Current Log-Posterior: 72314.6 Step Size: -5767.513915 Smoothing Hyper-parameters: 0.105787 0.221395 0.139718 0.161542 0.135456 0.068353 0.140456 Expected Total MS Cnt: 1.76324 Backgound Scale: 1.0226. ITERATION NUMBER 641. Current Log-Posterior: 140029 Step Size: 67714.74426 Smoothing Hyper-parameters: 0.201865 0.235799 0.171254 0.173460 0.185739 0.018311 0.114726 Expected Total MS Cnt: 4.06095 Backgound Scale: 1.02962. ITERATION NUMBER 642. Current Log-Posterior: 84976.5 Step Size: -55052.8573 Smoothing Hyper-parameters: 0.333224 0.262810 0.264862 0.085300 0.194634 0.172815 0.238482 Expected Total MS Cnt: 2.40754 Backgound Scale: 1.03122. ITERATION NUMBER 643. Current Log-Posterior: 59698.7 Step Size: -25277.82641 Smoothing Hyper-parameters: 0.357852 0.164559 0.074426 0.169565 0.097192 0.270510 0.141024 Expected Total MS Cnt: 2.27761 Backgound Scale: 1.02314. ITERATION NUMBER 644. Current Log-Posterior: 69413 Step Size: 9714.301621 Smoothing Hyper-parameters: 0.073952 0.356195 0.074009 0.334505 0.095074 0.141686 0.195022 Expected Total MS Cnt: 0.530107 Backgound Scale: 1.03499. ITERATION NUMBER 645. Current Log-Posterior: 185678 Step Size: 116265.4788 Smoothing Hyper-parameters: 0.166872 0.241922 0.157086 0.052168 0.187373 0.112815 0.310092 Expected Total MS Cnt: 0.202831 Backgound Scale: 1.02881. ITERATION NUMBER 646. Current Log-Posterior: 98433.3 Step Size: -87245.13422 Smoothing Hyper-parameters: 0.131969 0.043386 0.212374 0.214384 0.089807 0.267065 0.165246 Expected Total MS Cnt: 1.45835 Backgound Scale: 1.0233. ITERATION NUMBER 647. Current Log-Posterior: 170847 Step Size: 72413.6588 Smoothing Hyper-parameters: 0.088332 0.263422 0.185402 0.261068 0.041891 0.167064 0.022731 Expected Total MS Cnt: 1.66829 Backgound Scale: 1.04111. ITERATION NUMBER 648. Current Log-Posterior: 159615 Step Size: -11231.8686 Smoothing Hyper-parameters: 0.118973 0.143715 0.189950 0.210836 0.217573 0.110572 0.098233 Expected Total MS Cnt: 1.67752 Backgound Scale: 1.02393. ITERATION NUMBER 649. Current Log-Posterior: 132275 Step Size: -27340.07566 Smoothing Hyper-parameters: 0.150934 0.216514 0.175151 0.237969 0.233036 0.062398 0.150134 Expected Total MS Cnt: 1.61624 Backgound Scale: 1.02011. ITERATION NUMBER 650. Current Log-Posterior: 105076 Step Size: -27199.47694 Smoothing Hyper-parameters: 0.154249 0.138614 0.208409 0.029389 0.181115 0.107366 0.192476 Expected Total MS Cnt: 1.13973 Backgound Scale: 1.01958. ITERATION NUMBER 651. Current Log-Posterior: 114165 Step Size: 9089.380479 Smoothing Hyper-parameters: 0.185462 0.146382 0.035211 0.029491 0.128468 0.198441 0.152705 Expected Total MS Cnt: 4.38097 Backgound Scale: 1.02803. ITERATION NUMBER 652. Current Log-Posterior: 117767 Step Size: 3602.169436 Smoothing Hyper-parameters: 0.069845 0.244949 0.064626 0.175526 0.128468 0.108078 0.159584 Expected Total MS Cnt: 3.84351 Backgound Scale: 1.02838. ITERATION NUMBER 653. Current Log-Posterior: 203923 Step Size: 86155.95113 Smoothing Hyper-parameters: 0.159573 0.164314 0.060678 0.295514 0.272510 0.220771 0.223193 Expected Total MS Cnt: 2.22551 Backgound Scale: 1.04024. ITERATION NUMBER 654. Current Log-Posterior: 111432 Step Size: -92491.40744 Smoothing Hyper-parameters: 0.356696 0.143399 0.239284 0.217657 0.215336 0.053611 0.173189 Expected Total MS Cnt: 2.63636 Backgound Scale: 1.0294. ITERATION NUMBER 655. Current Log-Posterior: 65596.5 Step Size: -45835.15762 Smoothing Hyper-parameters: 0.074771 0.137674 0.196902 0.247919 0.241501 0.264169 0.164378 Expected Total MS Cnt: 4.69914 Backgound Scale: 1.02111. ITERATION NUMBER 656. Current Log-Posterior: 189684 Step Size: 124087.509 Smoothing Hyper-parameters: 0.247421 0.278090 0.072410 0.103704 0.149949 0.133596 0.298393 Expected Total MS Cnt: 3.39485 Backgound Scale: 1.03851. ITERATION NUMBER 657. Current Log-Posterior: 78976.9 Step Size: -110707.0999 Smoothing Hyper-parameters: 0.219926 0.161669 0.119827 0.136128 0.137740 0.156116 0.117958 Expected Total MS Cnt: 4.75013 Backgound Scale: 1.03755. ITERATION NUMBER 658. Current Log-Posterior: 87519.7 Step Size: 8542.839119 Smoothing Hyper-parameters: 0.132273 0.067500 0.141301 0.112127 0.208806 0.114469 0.158857 Expected Total MS Cnt: 5.16906 Backgound Scale: 1.02698. ITERATION NUMBER 659. Current Log-Posterior: 146264 Step Size: 58744.14716 Smoothing Hyper-parameters: 0.096354 0.063976 0.249233 0.113700 0.245487 0.260817 0.024110 Expected Total MS Cnt: 0.222534 Backgound Scale: 1.01961. ITERATION NUMBER 660. Current Log-Posterior: 180584 Step Size: 34319.64206 Smoothing Hyper-parameters: 0.236646 0.082480 0.122702 0.258761 0.203463 0.128942 0.244337 Expected Total MS Cnt: 1.06727 Backgound Scale: 1.03412. ITERATION NUMBER 661. Current Log-Posterior: 101697 Step Size: -78886.25462 Smoothing Hyper-parameters: 0.149157 0.189769 0.140526 0.196496 0.163267 0.134240 0.212324 Expected Total MS Cnt: 0.199481 Backgound Scale: 1.01956. ITERATION NUMBER 662. Current Log-Posterior: 109338 Step Size: 7640.909625 Smoothing Hyper-parameters: 0.160232 0.077350 0.157101 0.172910 0.126562 0.116251 0.316671 Expected Total MS Cnt: 2.80139 Backgound Scale: 1.01777. ITERATION NUMBER 663. Current Log-Posterior: 127240 Step Size: 17901.53381 Smoothing Hyper-parameters: 0.200784 0.221689 0.246645 0.049935 0.143155 0.159046 0.110593 Expected Total MS Cnt: 0.610255 Backgound Scale: 1.04071. ITERATION NUMBER 664. Current Log-Posterior: 87023.1 Step Size: -40216.63551 Smoothing Hyper-parameters: 0.141783 0.142003 0.179854 0.086538 0.091856 0.159046 0.227434 Expected Total MS Cnt: 5.68566 Backgound Scale: 1.02068. ITERATION NUMBER 665. Current Log-Posterior: 117419 Step Size: 30395.81094 Smoothing Hyper-parameters: 0.135371 0.166939 0.075746 0.256499 0.227248 0.206130 0.142352 Expected Total MS Cnt: 4.57366 Backgound Scale: 1.0266. ITERATION NUMBER 666. Current Log-Posterior: 124425 Step Size: 7005.64075 Smoothing Hyper-parameters: 0.127108 0.093992 0.090830 0.102390 0.093090 0.232543 0.147211 Expected Total MS Cnt: 6.34069 Backgound Scale: 1.01188. ITERATION NUMBER 667. Current Log-Posterior: 143344 Step Size: 18919.56376 Smoothing Hyper-parameters: 0.125076 0.210805 0.220511 0.085188 0.231915 0.169512 0.206273 Expected Total MS Cnt: 9.88676 Backgound Scale: 1.03804. ITERATION NUMBER 668. Current Log-Posterior: 123237 Step Size: -20107.32464 Smoothing Hyper-parameters: 0.202550 0.076201 0.285343 0.226796 0.213456 0.158551 0.209545 Expected Total MS Cnt: 5.82204 Backgound Scale: 1.03739. ITERATION NUMBER 669. Current Log-Posterior: 107412 Step Size: -15824.32378 Smoothing Hyper-parameters: 0.102637 0.128384 0.193595 0.187324 0.137764 0.032310 0.181381 Expected Total MS Cnt: 3.8849 Backgound Scale: 1.04983. ITERATION NUMBER 670. Current Log-Posterior: 151622 Step Size: 44209.52293 Smoothing Hyper-parameters: 0.066849 0.197509 0.139558 0.038421 0.171224 0.136225 0.176725 Expected Total MS Cnt: 5.46745 Backgound Scale: 1.03561. ITERATION NUMBER 671. Current Log-Posterior: 210009 Step Size: 58387.01999 Smoothing Hyper-parameters: 0.295124 0.204258 0.132146 0.201075 0.062491 0.157948 0.129286 Expected Total MS Cnt: 5.62706 Backgound Scale: 1.02679. ITERATION NUMBER 672. Current Log-Posterior: 69312.1 Step Size: -140696.9078 Smoothing Hyper-parameters: 0.194266 0.247077 0.160305 0.182374 0.177370 0.177772 0.108874 Expected Total MS Cnt: 5.01801 Backgound Scale: 1.04619. ITERATION NUMBER 673. Current Log-Posterior: 87228.4 Step Size: 17916.32386 Smoothing Hyper-parameters: 0.153998 0.087232 0.398083 0.098031 0.216725 0.083580 0.137294 Expected Total MS Cnt: 6.00263 Backgound Scale: 1.03267. ITERATION NUMBER 674. Current Log-Posterior: 123698 Step Size: 36469.65833 Smoothing Hyper-parameters: 0.077053 0.179689 0.148531 0.283055 0.111009 0.159656 0.189474 Expected Total MS Cnt: 6.97098 Backgound Scale: 1.03029. ITERATION NUMBER 675. Current Log-Posterior: 184339 Step Size: 60640.60099 Smoothing Hyper-parameters: 0.224304 0.147145 0.163613 0.258611 0.056741 0.249602 0.067165 Expected Total MS Cnt: 11.1358 Backgound Scale: 1.03854. ITERATION NUMBER 676. Current Log-Posterior: 86344.6 Step Size: -97994.04411 Smoothing Hyper-parameters: 0.248368 0.238000 0.114476 0.159850 0.137983 0.199738 0.154417 Expected Total MS Cnt: 7.64957 Backgound Scale: 1.02091. ITERATION NUMBER 677. Current Log-Posterior: 75953.3 Step Size: -10391.34018 Smoothing Hyper-parameters: 0.269024 0.144113 0.025275 0.122178 0.166443 0.215960 0.160819 Expected Total MS Cnt: 12.9799 Backgound Scale: 1.0431. ITERATION NUMBER 678. Current Log-Posterior: 105004 Step Size: 29051.15216 Smoothing Hyper-parameters: 0.297917 0.153737 0.234794 0.064780 0.213889 0.296373 0.168936 Expected Total MS Cnt: 12.077 Backgound Scale: 1.03197. ITERATION NUMBER 679. Current Log-Posterior: 72172.5 Step Size: -32831.89558 Smoothing Hyper-parameters: 0.200400 0.127261 0.095279 0.200622 0.133002 0.032921 0.153135 Expected Total MS Cnt: 10.4582 Backgound Scale: 1.03206. ITERATION NUMBER 680. Current Log-Posterior: 99458.4 Step Size: 27285.87304 Smoothing Hyper-parameters: 0.050707 0.284195 0.014521 0.144336 0.089723 0.146731 0.168629 Expected Total MS Cnt: 3.82236 Backgound Scale: 1.03572. ITERATION NUMBER 681. Current Log-Posterior: 311102 Step Size: 211643.8761 Smoothing Hyper-parameters: 0.300451 0.205591 0.203697 0.316825 0.223776 0.266970 0.102320 Expected Total MS Cnt: 2.79791 Backgound Scale: 1.04247. ITERATION NUMBER 682. Current Log-Posterior: 65510.6 Step Size: -245591.6741 Smoothing Hyper-parameters: 0.167443 0.036077 0.015355 0.137979 0.246704 0.082945 0.232131 Expected Total MS Cnt: 6.05584 Backgound Scale: 1.04436. ITERATION NUMBER 683. Current Log-Posterior: 212796 Step Size: 147285.161 Smoothing Hyper-parameters: 0.163019 0.176577 0.215965 0.182996 0.101693 0.272860 0.106794 Expected Total MS Cnt: 10.942 Backgound Scale: 1.03015. ITERATION NUMBER 684. Current Log-Posterior: 100457 Step Size: -112338.7887 Smoothing Hyper-parameters: 0.116913 0.126902 0.060927 0.209996 0.170206 0.068252 0.260071 Expected Total MS Cnt: 9.76606 Backgound Scale: 1.03867. ITERATION NUMBER 685. Current Log-Posterior: 146939 Step Size: 46481.59558 Smoothing Hyper-parameters: 0.146279 0.206221 0.147226 0.099915 0.223297 0.169053 0.069930 Expected Total MS Cnt: 9.02023 Backgound Scale: 1.03559. ITERATION NUMBER 686. Current Log-Posterior: 110171 Step Size: -36767.75987 Smoothing Hyper-parameters: 0.255729 0.106832 0.197952 0.108912 0.102021 0.125097 0.173247 Expected Total MS Cnt: 8.27711 Backgound Scale: 1.02998. ITERATION NUMBER 687. Current Log-Posterior: 86112.6 Step Size: -24058.24644 Smoothing Hyper-parameters: 0.168886 0.127348 0.129995 0.187410 0.069487 0.076345 0.092927 Expected Total MS Cnt: 12.4417 Backgound Scale: 1.0158. ITERATION NUMBER 688. Current Log-Posterior: 109083 Step Size: 22970.40326 Smoothing Hyper-parameters: 0.287917 0.178275 0.316956 0.204313 0.342305 0.255327 0.187803 Expected Total MS Cnt: 26.3034 Backgound Scale: 1.03218. ITERATION NUMBER 689. Current Log-Posterior: 68490.1 Step Size: -40592.84356 Smoothing Hyper-parameters: 0.085100 0.252721 0.194178 0.204405 0.174034 0.163593 0.268117 Expected Total MS Cnt: 19.4099 Backgound Scale: 1.02434. ITERATION NUMBER 690. Current Log-Posterior: 163677 Step Size: 95186.50519 Smoothing Hyper-parameters: 0.251842 0.258381 0.305232 0.148181 0.087307 0.084939 0.154270 Expected Total MS Cnt: 15.747 Backgound Scale: 1.02003. ITERATION NUMBER 691. Current Log-Posterior: 69829.9 Step Size: -93846.69937 Smoothing Hyper-parameters: 0.346763 0.068585 0.191865 0.231867 0.188709 0.055497 0.056621 Expected Total MS Cnt: 24.2724 Backgound Scale: 1.0303. ITERATION NUMBER 692. Current Log-Posterior: 88759.7 Step Size: 18929.71409 Smoothing Hyper-parameters: 0.271812 0.144348 0.133218 0.124190 0.238760 0.152426 0.301186 Expected Total MS Cnt: 17.9616 Backgound Scale: 1.02907. ITERATION NUMBER 693. Current Log-Posterior: 78405.2 Step Size: -10354.4761 Smoothing Hyper-parameters: 0.091500 0.053640 0.230662 0.168436 0.224434 0.127530 0.204494 Expected Total MS Cnt: 20.5502 Backgound Scale: 1.02073. ITERATION NUMBER 694. Current Log-Posterior: 196166 Step Size: 117760.3448 Smoothing Hyper-parameters: 0.121950 0.295935 0.161841 0.058829 0.187894 0.286975 0.189338 Expected Total MS Cnt: 16.3791 Backgound Scale: 1.03115. ITERATION NUMBER 695. Current Log-Posterior: 123753 Step Size: -72412.45624 Smoothing Hyper-parameters: 0.060044 0.116533 0.144751 0.202538 0.152960 0.232079 0.174355 Expected Total MS Cnt: 7.0012 Backgound Scale: 1.01342. ITERATION NUMBER 696. Current Log-Posterior: 237313 Step Size: 113559.7863 Smoothing Hyper-parameters: 0.110858 0.161554 0.185434 0.027566 0.348215 0.025158 0.187443 Expected Total MS Cnt: 14.0461 Backgound Scale: 1.02931. ITERATION NUMBER 697. Current Log-Posterior: 143559 Step Size: -93753.91255 Smoothing Hyper-parameters: 0.151020 0.071480 0.058466 0.194250 0.331605 0.079296 0.187463 Expected Total MS Cnt: 5.11924 Backgound Scale: 1.0352. ITERATION NUMBER 698. Current Log-Posterior: 140912 Step Size: -2646.819648 Smoothing Hyper-parameters: 0.232230 0.201542 0.181492 0.139699 0.332819 0.075184 0.031622 Expected Total MS Cnt: 6.71645 Backgound Scale: 1.04667. ITERATION NUMBER 699. Current Log-Posterior: 78767.3 Step Size: -62144.84082 Smoothing Hyper-parameters: 0.165317 0.310815 0.094194 0.118816 0.100167 0.060298 0.208021 Expected Total MS Cnt: 5.14536 Backgound Scale: 1.01576. ITERATION NUMBER 700. Current Log-Posterior: 97639.7 Step Size: 18872.37506 Smoothing Hyper-parameters: 0.126761 0.164905 0.173557 0.148011 0.191793 0.043581 0.220255 Expected Total MS Cnt: 6.56327 Backgound Scale: 1.02986. ITERATION NUMBER 701. Current Log-Posterior: 124884 Step Size: 27244.11259 Smoothing Hyper-parameters: 0.120887 0.124390 0.071182 0.123125 0.147727 0.073315 0.209051 Expected Total MS Cnt: 5.81041 Backgound Scale: 1.04041. ITERATION NUMBER 702. Current Log-Posterior: 142058 Step Size: 17174.37483 Smoothing Hyper-parameters: 0.273060 0.068373 0.121676 0.258481 0.067842 0.007306 0.332349 Expected Total MS Cnt: 6.80824 Backgound Scale: 1.02769. ITERATION NUMBER 703. Current Log-Posterior: 102666 Step Size: -39392.13362 Smoothing Hyper-parameters: 0.094171 0.139493 0.150410 0.084191 0.125542 0.037538 0.266442 Expected Total MS Cnt: 2.54259 Backgound Scale: 1.03159. ITERATION NUMBER 704. Current Log-Posterior: 160587 Step Size: 57920.96347 Smoothing Hyper-parameters: 0.056466 0.162205 0.220240 0.138253 0.066627 0.366520 0.274910 Expected Total MS Cnt: 5.76324 Backgound Scale: 1.02706. ITERATION NUMBER 705. Current Log-Posterior: 240489 Step Size: 79902.46677 Smoothing Hyper-parameters: 0.233208 0.131835 0.083698 0.214012 0.221696 0.124569 0.167029 Expected Total MS Cnt: 10.9319 Backgound Scale: 1.03263. ITERATION NUMBER 706. Current Log-Posterior: 91310.5 Step Size: -149178.9341 Smoothing Hyper-parameters: 0.213749 0.097452 0.204877 0.208666 0.064095 0.105751 0.086082 Expected Total MS Cnt: 10.7731 Backgound Scale: 1.00352. ITERATION NUMBER 707. Current Log-Posterior: 99142 Step Size: 7831.462066 Smoothing Hyper-parameters: 0.120719 0.159104 0.120547 0.187038 0.239279 0.142025 0.162594 Expected Total MS Cnt: 8.36154 Backgound Scale: 1.01628. ITERATION NUMBER 708. Current Log-Posterior: 132921 Step Size: 33779.36161 Smoothing Hyper-parameters: 0.089802 0.108652 0.361084 0.174833 0.263155 0.113053 0.109353 Expected Total MS Cnt: 3.5483 Backgound Scale: 1.03789. ITERATION NUMBER 709. Current Log-Posterior: 170072 Step Size: 37150.70246 Smoothing Hyper-parameters: 0.120954 0.210167 0.286165 0.017773 0.142773 0.292787 0.157580 Expected Total MS Cnt: 10.3427 Backgound Scale: 1.0365. ITERATION NUMBER 710. Current Log-Posterior: 132996 Step Size: -37076.19485 Smoothing Hyper-parameters: 0.175100 0.138989 0.115545 0.205997 0.122173 0.111831 0.262144 Expected Total MS Cnt: 7.25262 Backgound Scale: 1.03866. ITERATION NUMBER 711. Current Log-Posterior: 104500 Step Size: -28496.22274 Smoothing Hyper-parameters: 0.156132 0.041882 0.233572 0.033001 0.077104 0.199690 0.160063 Expected Total MS Cnt: 8.61087 Backgound Scale: 1.04804. ITERATION NUMBER 712. Current Log-Posterior: 163682 Step Size: 59182.14916 Smoothing Hyper-parameters: 0.133332 0.156770 0.011152 0.049478 0.244766 0.155795 0.251696 Expected Total MS Cnt: 4.88008 Backgound Scale: 1.03995. ITERATION NUMBER 713. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.140136 0.083623 0.138007 0.180416 0.172659 0.171977 0.300311 Expected Total MS Cnt: 9.05318 Backgound Scale: 1.03129. ITERATION NUMBER 714. Current Log-Posterior: 133728 Step Size: -inf Smoothing Hyper-parameters: 0.250825 0.127978 0.167935 0.274248 0.063939 0.081385 0.149291 Expected Total MS Cnt: 7.18444 Backgound Scale: 1.03382. ITERATION NUMBER 715. Current Log-Posterior: 83832.3 Step Size: -49895.40226 Smoothing Hyper-parameters: 0.090086 0.179087 0.093750 0.203990 0.179367 0.217815 0.100443 Expected Total MS Cnt: 8.72901 Backgound Scale: 1.01867. ITERATION NUMBER 716. Current Log-Posterior: 166667 Step Size: 82834.72892 Smoothing Hyper-parameters: 0.250283 0.026587 0.134479 0.088233 0.319554 0.144978 0.287030 Expected Total MS Cnt: 6.05157 Backgound Scale: 1.03384. ITERATION NUMBER 717. Current Log-Posterior: 174088 Step Size: 7420.479528 Smoothing Hyper-parameters: 0.115181 0.144331 0.158768 0.152010 0.236701 0.068695 0.229770 Expected Total MS Cnt: 11.5041 Backgound Scale: 1.0479. ITERATION NUMBER 718. Current Log-Posterior: 137070 Step Size: -37017.29606 Smoothing Hyper-parameters: 0.205770 0.131963 0.046943 0.242803 0.134618 0.060278 0.231274 Expected Total MS Cnt: 8.02868 Backgound Scale: 1.03251. ITERATION NUMBER 719. Current Log-Posterior: 104268 Step Size: -32801.80791 Smoothing Hyper-parameters: 0.030374 0.171258 0.087847 0.157732 0.201759 0.052266 0.310345 Expected Total MS Cnt: 11.4782 Backgound Scale: 1.02745. ITERATION NUMBER 720. Current Log-Posterior: 431857 Step Size: 327589.0435 Smoothing Hyper-parameters: 0.102954 0.091336 0.063112 0.094981 0.204995 0.113824 0.068373 Expected Total MS Cnt: 18.9379 Backgound Scale: 1.02306. ITERATION NUMBER 721. Current Log-Posterior: 171335 Step Size: -260522.2062 Smoothing Hyper-parameters: 0.291238 0.136535 0.178611 0.024455 0.015908 0.235529 0.116503 Expected Total MS Cnt: 10.618 Backgound Scale: 1.03983. ITERATION NUMBER 722. Current Log-Posterior: 83932 Step Size: -87403.32389 Smoothing Hyper-parameters: 0.215224 0.134592 0.145713 0.122358 0.107997 0.029988 0.198406 Expected Total MS Cnt: 6.21906 Backgound Scale: 1.03785. ITERATION NUMBER 723. Current Log-Posterior: 91930.6 Step Size: 7998.649101 Smoothing Hyper-parameters: 0.218225 0.036613 0.098884 0.228847 0.245465 0.168097 0.197746 Expected Total MS Cnt: 9.59655 Backgound Scale: 1.01674. ITERATION NUMBER 724. Current Log-Posterior: 150488 Step Size: 58557.37901 Smoothing Hyper-parameters: 0.181408 0.157165 0.170777 0.074360 0.196601 0.057473 0.259534 Expected Total MS Cnt: 6.95581 Backgound Scale: 1.0182. ITERATION NUMBER 725. Current Log-Posterior: 99229.6 Step Size: -51258.35084 Smoothing Hyper-parameters: 0.056346 0.082441 0.220725 0.115095 0.224528 0.207116 0.216832 Expected Total MS Cnt: 12.4232 Backgound Scale: 1.01843. ITERATION NUMBER 726. Current Log-Posterior: 259871 Step Size: 160641.7604 Smoothing Hyper-parameters: 0.096724 0.072564 0.186750 0.154342 0.052205 0.180727 0.281448 Expected Total MS Cnt: 10.101 Backgound Scale: 1.03085. ITERATION NUMBER 727. Current Log-Posterior: 176748 Step Size: -83123.14102 Smoothing Hyper-parameters: 0.317006 0.202248 0.155691 0.220590 0.237436 0.133900 0.138506 Expected Total MS Cnt: 5.48321 Backgound Scale: 1.0343. ITERATION NUMBER 728. Current Log-Posterior: 65307.3 Step Size: -111440.9906 Smoothing Hyper-parameters: 0.113877 0.108379 0.139477 0.168062 0.256860 0.149430 0.188028 Expected Total MS Cnt: 10.5233 Backgound Scale: 1.03535. ITERATION NUMBER 729. Current Log-Posterior: 145832 Step Size: 80524.37692 Smoothing Hyper-parameters: 0.130224 0.092085 0.160037 0.110965 0.186739 0.118439 0.195450 Expected Total MS Cnt: 10.7778 Backgound Scale: 1.03617. ITERATION NUMBER 730. Current Log-Posterior: 137382 Step Size: -8449.972541 Smoothing Hyper-parameters: 0.074209 0.125385 0.097416 0.130528 0.085747 0.096398 0.189296 Expected Total MS Cnt: 5.7325 Backgound Scale: 1.01653. ITERATION NUMBER 731. Current Log-Posterior: 199103 Step Size: 61721.55395 Smoothing Hyper-parameters: 0.063486 0.213149 0.182373 0.191407 0.174364 0.224578 0.122110 Expected Total MS Cnt: 13.9111 Backgound Scale: 1.0315. ITERATION NUMBER 732. Current Log-Posterior: 210053 Step Size: 10950.03036 Smoothing Hyper-parameters: 0.202150 0.044359 0.153904 0.193308 0.261926 0.254496 0.166774 Expected Total MS Cnt: 9.92002 Backgound Scale: 1.02279. ITERATION NUMBER 733. Current Log-Posterior: 139812 Step Size: -70241.28913 Smoothing Hyper-parameters: 0.119853 0.143069 0.093858 0.112074 0.193966 0.181258 0.133428 Expected Total MS Cnt: 12.4647 Backgound Scale: 1.02972. ITERATION NUMBER 734. Current Log-Posterior: 137462 Step Size: -2350.448835 Smoothing Hyper-parameters: 0.123861 0.197791 0.190138 0.121291 0.176949 0.163354 0.121252 Expected Total MS Cnt: 9.26209 Backgound Scale: 1.0343. ITERATION NUMBER 735. Current Log-Posterior: 124422 Step Size: -13039.27995 Smoothing Hyper-parameters: 0.168513 0.119689 0.113000 0.073923 0.120105 0.220597 0.046923 Expected Total MS Cnt: 6.82601 Backgound Scale: 1.03032. ITERATION NUMBER 736. Current Log-Posterior: 111414 Step Size: -13007.7857 Smoothing Hyper-parameters: 0.093355 0.104380 0.143748 0.150413 0.320028 0.112929 0.220899 Expected Total MS Cnt: 6.9088 Backgound Scale: 1.03187. ITERATION NUMBER 737. Current Log-Posterior: 168993 Step Size: 57579.01337 Smoothing Hyper-parameters: 0.265473 0.063418 0.126238 0.215315 0.157706 0.065730 0.113700 Expected Total MS Cnt: 1.49661 Backgound Scale: 1.03326. ITERATION NUMBER 738. Current Log-Posterior: 107257 Step Size: -61736.25609 Smoothing Hyper-parameters: 0.113058 0.134199 0.261423 0.160105 0.175129 0.328453 0.070697 Expected Total MS Cnt: 5.86126 Backgound Scale: 1.0182. ITERATION NUMBER 739. Current Log-Posterior: 138450 Step Size: 31193.09862 Smoothing Hyper-parameters: 0.059456 0.069245 0.251740 0.184632 0.081606 0.228716 0.160568 Expected Total MS Cnt: 9.28017 Backgound Scale: 1.0376. ITERATION NUMBER 740. Current Log-Posterior: 257692 Step Size: 119241.386 Smoothing Hyper-parameters: 0.165753 0.098058 0.144702 0.216801 0.054325 0.231775 0.118106 Expected Total MS Cnt: 2.56748 Backgound Scale: 1.02039. ITERATION NUMBER 741. Current Log-Posterior: 116207 Step Size: -141485.1527 Smoothing Hyper-parameters: 0.264867 0.189217 0.093397 0.202713 0.377334 0.178953 0.255683 Expected Total MS Cnt: 4.46517 Backgound Scale: 1.02658. ITERATION NUMBER 742. Current Log-Posterior: 77249.2 Step Size: -38957.31337 Smoothing Hyper-parameters: 0.196134 0.189217 0.063328 0.143184 0.107445 0.158383 0.176671 Expected Total MS Cnt: 6.10923 Backgound Scale: 1.01506. ITERATION NUMBER 743. Current Log-Posterior: 97765.3 Step Size: 20516.06489 Smoothing Hyper-parameters: 0.062094 0.182161 0.151985 0.280774 0.077781 0.252080 0.260515 Expected Total MS Cnt: 3.92529 Backgound Scale: 1.02412. ITERATION NUMBER 744. Current Log-Posterior: 222811 Step Size: 125045.6882 Smoothing Hyper-parameters: 0.116384 0.205647 0.112530 0.266556 0.049270 0.266565 0.114942 Expected Total MS Cnt: 1.62023 Backgound Scale: 1.04237. ITERATION NUMBER 745. Current Log-Posterior: 131600 Step Size: -91211.25724 Smoothing Hyper-parameters: 0.272650 0.236632 0.041378 0.291136 0.248109 0.218199 0.147767 Expected Total MS Cnt: 0.853362 Backgound Scale: 1.0329. ITERATION NUMBER 746. Current Log-Posterior: 82428.1 Step Size: -49171.59238 Smoothing Hyper-parameters: 0.043597 0.101095 0.085238 0.167389 0.138823 0.308216 0.124643 Expected Total MS Cnt: 0.208923 Backgound Scale: 1.0337. ITERATION NUMBER 747. Current Log-Posterior: 318251 Step Size: 235822.8791 Smoothing Hyper-parameters: 0.099669 0.047800 0.113398 0.096872 0.264836 0.216249 0.148312 Expected Total MS Cnt: 1.01288 Backgound Scale: 1.025. ITERATION NUMBER 748. Current Log-Posterior: 195452 Step Size: -122799.2637 Smoothing Hyper-parameters: 0.236465 0.143701 0.096652 0.387382 0.036440 0.150920 0.252850 Expected Total MS Cnt: 0.32505 Backgound Scale: 1.03468. ITERATION NUMBER 749. Current Log-Posterior: 87861.8 Step Size: -107589.9982 Smoothing Hyper-parameters: 0.052182 0.102844 0.087975 0.165677 0.231566 0.164982 0.115960 Expected Total MS Cnt: 0.251702 Backgound Scale: 1.0347. ITERATION NUMBER 750. Current Log-Posterior: 275908 Step Size: 188045.8726 Smoothing Hyper-parameters: 0.119207 0.120846 0.209771 0.125432 0.214777 0.167789 0.104144 Expected Total MS Cnt: 0.0763063 Backgound Scale: 1.0155. ITERATION NUMBER 751. Current Log-Posterior: 135315 Step Size: -140592.1534 Smoothing Hyper-parameters: 0.206375 0.077092 0.115840 0.277032 0.129101 0.110878 0.157028 Expected Total MS Cnt: 0.0218109 Backgound Scale: 1.02929. ITERATION NUMBER 752. Current Log-Posterior: 109889 Step Size: -25426.89833 Smoothing Hyper-parameters: 0.211336 0.064309 0.168960 0.236251 0.118678 0.114379 0.188512 Expected Total MS Cnt: 0.495368 Backgound Scale: 1.04616. ITERATION NUMBER 753. Current Log-Posterior: 116173 Step Size: 6283.987881 Smoothing Hyper-parameters: 0.073547 0.139550 0.149836 0.257445 0.132383 0.237849 0.208826 Expected Total MS Cnt: 1.06281 Backgound Scale: 1.0281. ITERATION NUMBER 754. Current Log-Posterior: 196363 Step Size: 80190.48943 Smoothing Hyper-parameters: 0.194857 0.066479 0.163550 0.082988 0.245708 0.113486 0.169357 Expected Total MS Cnt: 0.33508 Backgound Scale: 1.02027. ITERATION NUMBER 755. Current Log-Posterior: 119347 Step Size: -77015.68157 Smoothing Hyper-parameters: 0.253651 0.084577 0.122676 0.139953 0.149548 0.131897 0.135131 Expected Total MS Cnt: 1.64025 Backgound Scale: 1.02197. ITERATION NUMBER 756. Current Log-Posterior: 95861.8 Step Size: -23485.55436 Smoothing Hyper-parameters: 0.212265 0.079689 0.078273 0.033472 0.147050 0.224327 0.256530 Expected Total MS Cnt: 4.4895 Backgound Scale: 1.0241. ITERATION NUMBER 757. Current Log-Posterior: 115350 Step Size: 19488.33085 Smoothing Hyper-parameters: 0.086739 0.105375 0.195531 0.071049 0.083159 0.273148 0.111022 Expected Total MS Cnt: 7.24887 Backgound Scale: 1.0395. ITERATION NUMBER 758. Current Log-Posterior: 180441 Step Size: 65090.65183 Smoothing Hyper-parameters: 0.148391 0.060946 0.284494 0.197134 0.229882 0.092309 0.166386 Expected Total MS Cnt: 4.04395 Backgound Scale: 1.0348. ITERATION NUMBER 759. Current Log-Posterior: 140421 Step Size: -40019.68073 Smoothing Hyper-parameters: 0.003005 0.154019 0.172815 0.251746 0.135970 0.107952 0.163031 Expected Total MS Cnt: 8.04716 Backgound Scale: 1.04577. ITERATION NUMBER 760. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.113741 0.193308 0.196168 0.053702 0.028027 0.156992 0.068918 Expected Total MS Cnt: 4.18598 Backgound Scale: 1.03499. ITERATION NUMBER 761. Current Log-Posterior: 135426 Step Size: -inf Smoothing Hyper-parameters: 0.080716 0.106771 0.172690 0.154231 0.211743 0.109685 0.100179 Expected Total MS Cnt: 5.92788 Backgound Scale: 1.02226. ITERATION NUMBER 762. Current Log-Posterior: 186430 Step Size: 51004.43504 Smoothing Hyper-parameters: 0.023764 0.051333 0.170804 0.106746 0.168048 0.231789 0.018541 Expected Total MS Cnt: 7.71636 Backgound Scale: 1.02362. ITERATION NUMBER 763. Current Log-Posterior: 587345 Step Size: 400914.505 Smoothing Hyper-parameters: 0.108506 0.193388 0.052857 0.047683 0.358197 0.071879 0.173374 Expected Total MS Cnt: 6.00574 Backgound Scale: 1.04208. ITERATION NUMBER 764. Current Log-Posterior: 149153 Step Size: -438191.4254 Smoothing Hyper-parameters: 0.134557 0.128455 0.182951 0.059858 0.226535 0.137067 0.085709 Expected Total MS Cnt: 7.09772 Backgound Scale: 1.03133. ITERATION NUMBER 765. Current Log-Posterior: 124690 Step Size: -24463.57819 Smoothing Hyper-parameters: 0.180917 0.205951 0.152479 0.217330 0.080943 0.247976 0.186525 Expected Total MS Cnt: 2.79684 Backgound Scale: 1.02137. ITERATION NUMBER 766. Current Log-Posterior: 93933.4 Step Size: -30756.33866 Smoothing Hyper-parameters: 0.180885 0.158371 0.139623 0.195911 0.141984 0.364565 0.243664 Expected Total MS Cnt: 3.44886 Backgound Scale: 1.02294. ITERATION NUMBER 767. Current Log-Posterior: 97407.9 Step Size: 3474.50316 Smoothing Hyper-parameters: 0.133184 0.090421 0.096738 0.157577 0.200314 0.302901 0.136202 Expected Total MS Cnt: 7.19442 Backgound Scale: 1.03872. ITERATION NUMBER 768. Current Log-Posterior: 136587 Step Size: 39178.66629 Smoothing Hyper-parameters: 0.138869 0.146114 0.145879 0.278371 0.242657 0.139574 0.242706 Expected Total MS Cnt: 8.66977 Backgound Scale: 1.02509. ITERATION NUMBER 769. Current Log-Posterior: 118581 Step Size: -18005.5809 Smoothing Hyper-parameters: 0.084645 0.181616 0.268502 0.237103 0.039938 0.115138 0.188894 Expected Total MS Cnt: 5.27799 Backgound Scale: 1.02853. ITERATION NUMBER 770. Current Log-Posterior: 168835 Step Size: 50253.88685 Smoothing Hyper-parameters: 0.115113 0.036877 0.100351 0.129154 0.318648 0.271497 0.143665 Expected Total MS Cnt: 3.38216 Backgound Scale: 1.02007. ITERATION NUMBER 771. Current Log-Posterior: 200920 Step Size: 32084.71019 Smoothing Hyper-parameters: 0.128705 0.049215 0.198026 0.114541 0.111073 0.051331 0.318656 Expected Total MS Cnt: 3.30354 Backgound Scale: 1.03305. ITERATION NUMBER 772. Current Log-Posterior: 165328 Step Size: -35592.00998 Smoothing Hyper-parameters: 0.154012 0.138206 0.222187 0.248138 0.121798 0.094114 0.151684 Expected Total MS Cnt: 0.487 Backgound Scale: 1.01913. ITERATION NUMBER 773. Current Log-Posterior: 109223 Step Size: -56104.58303 Smoothing Hyper-parameters: 0.275541 0.167335 0.270380 0.148236 0.097634 0.243588 0.275208 Expected Total MS Cnt: 1.16129 Backgound Scale: 1.02816. ITERATION NUMBER 774. Current Log-Posterior: 72910.9 Step Size: -36312.02267 Smoothing Hyper-parameters: 0.282995 0.173382 0.198545 0.213470 0.144360 0.248128 0.064522 Expected Total MS Cnt: 2.21441 Backgound Scale: 1.04286. ITERATION NUMBER 775. Current Log-Posterior: 71645.5 Step Size: -1265.38101 Smoothing Hyper-parameters: 0.197017 0.124728 0.209267 0.084107 0.241542 0.139816 0.062789 Expected Total MS Cnt: 0.52756 Backgound Scale: 1.03704. ITERATION NUMBER 776. Current Log-Posterior: 97336.8 Step Size: 25691.25913 Smoothing Hyper-parameters: 0.238582 0.096168 0.153912 0.170249 0.173205 0.074337 0.150319 Expected Total MS Cnt: 2.03331 Backgound Scale: 1.02624. ITERATION NUMBER 777. Current Log-Posterior: 94067.4 Step Size: -3269.382717 Smoothing Hyper-parameters: 0.148218 0.114293 0.184338 0.104213 0.230085 0.298727 0.113354 Expected Total MS Cnt: 1.23118 Backgound Scale: 1.04278. ITERATION NUMBER 778. Current Log-Posterior: 117789 Step Size: 23721.83384 Smoothing Hyper-parameters: 0.153500 0.131243 0.037748 0.154150 0.053373 0.105997 0.307199 Expected Total MS Cnt: 5.90903 Backgound Scale: 1.03068. ITERATION NUMBER 779. Current Log-Posterior: 130202 Step Size: 12412.47634 Smoothing Hyper-parameters: 0.087144 0.256358 0.157230 0.076133 0.123040 0.243288 0.132156 Expected Total MS Cnt: 9.44467 Backgound Scale: 1.03735. ITERATION NUMBER 780. Current Log-Posterior: 162753 Step Size: 32551.34575 Smoothing Hyper-parameters: 0.100004 0.217420 0.156859 0.282585 0.174764 0.235716 0.080803 Expected Total MS Cnt: 12.2556 Backgound Scale: 1.02566. ITERATION NUMBER 781. Current Log-Posterior: 146215 Step Size: -16537.66043 Smoothing Hyper-parameters: 0.270798 0.197125 0.204298 0.219392 0.137064 0.243024 0.144426 Expected Total MS Cnt: 11.0945 Backgound Scale: 1.02964. ITERATION NUMBER 782. Current Log-Posterior: 71052.1 Step Size: -75163.27698 Smoothing Hyper-parameters: 0.305985 0.116558 0.161851 0.343794 0.132298 0.299805 0.303258 Expected Total MS Cnt: 11.6677 Backgound Scale: 1.03881. ITERATION NUMBER 783. Current Log-Posterior: 77954.3 Step Size: 6902.150683 Smoothing Hyper-parameters: 0.118365 0.213253 0.071335 0.037783 0.224699 0.183113 0.234440 Expected Total MS Cnt: 6.05358 Backgound Scale: 1.03135. ITERATION NUMBER 784. Current Log-Posterior: 137928 Step Size: 59973.43813 Smoothing Hyper-parameters: 0.266785 0.211422 0.110837 0.114243 0.010908 0.066119 0.152819 Expected Total MS Cnt: 3.10575 Backgound Scale: 1.0287. ITERATION NUMBER 785. Current Log-Posterior: 77826.6 Step Size: -60101.09736 Smoothing Hyper-parameters: 0.087184 0.180066 0.067389 0.225143 0.139457 0.098253 0.143980 Expected Total MS Cnt: 2.72896 Backgound Scale: 1.02913. ITERATION NUMBER 786. Current Log-Posterior: 172389 Step Size: 94562.15579 Smoothing Hyper-parameters: 0.227452 0.166356 0.238068 0.150074 0.060916 0.240213 0.098212 Expected Total MS Cnt: 3.10915 Backgound Scale: 1.02276. ITERATION NUMBER 787. Current Log-Posterior: 82074.4 Step Size: -90314.40457 Smoothing Hyper-parameters: 0.212044 0.176863 0.090847 0.175121 0.153439 0.107967 0.176961 Expected Total MS Cnt: 3.67806 Backgound Scale: 1.04213. ITERATION NUMBER 788. Current Log-Posterior: 89412.5 Step Size: 7338.153821 Smoothing Hyper-parameters: 0.145889 0.202186 0.244921 0.267201 0.154145 0.120511 0.093477 Expected Total MS Cnt: 1.42637 Backgound Scale: 1.03673. ITERATION NUMBER 789. Current Log-Posterior: 107515 Step Size: 18102.88199 Smoothing Hyper-parameters: 0.056529 0.052344 0.201337 0.121596 0.075746 0.200713 0.140826 Expected Total MS Cnt: 1.50716 Backgound Scale: 1.03606. ITERATION NUMBER 790. Current Log-Posterior: 277453 Step Size: 169937.3213 Smoothing Hyper-parameters: 0.254684 0.167098 0.043347 0.170410 0.188058 0.144334 0.245046 Expected Total MS Cnt: 1.47023 Backgound Scale: 1.03101. ITERATION NUMBER 791. Current Log-Posterior: 91273.3 Step Size: -186179.445 Smoothing Hyper-parameters: 0.322747 0.144433 0.030111 0.120815 0.076296 0.137991 0.147025 Expected Total MS Cnt: 2.02751 Backgound Scale: 1.01105. ITERATION NUMBER 792. Current Log-Posterior: 91793.3 Step Size: 520.003028 Smoothing Hyper-parameters: 0.127058 0.206601 0.188668 0.130310 0.179632 0.101809 0.254483 Expected Total MS Cnt: 2.78058 Backgound Scale: 1.0158. ITERATION NUMBER 793. Current Log-Posterior: 121167 Step Size: 29373.93742 Smoothing Hyper-parameters: 0.110849 0.143633 0.102651 0.198512 0.127493 0.294170 0.072601 Expected Total MS Cnt: 2.38016 Backgound Scale: 1.01254. ITERATION NUMBER 794. Current Log-Posterior: 144378 Step Size: 23211.15539 Smoothing Hyper-parameters: 0.140888 0.170119 0.098232 0.123592 0.157930 0.074985 0.117537 Expected Total MS Cnt: 4.83543 Backgound Scale: 1.024. ITERATION NUMBER 795. Current Log-Posterior: 118905 Step Size: -25472.9699 Smoothing Hyper-parameters: 0.262391 0.093723 0.194872 0.199046 0.075321 0.078939 0.185751 Expected Total MS Cnt: 2.79235 Backgound Scale: 1.02466. ITERATION NUMBER 796. Current Log-Posterior: 89297.6 Step Size: -29607.82496 Smoothing Hyper-parameters: 0.199705 0.089061 0.027489 0.129456 0.094533 0.145935 0.168127 Expected Total MS Cnt: 4.19459 Backgound Scale: 1.02745. ITERATION NUMBER 797. Current Log-Posterior: 130137 Step Size: 40839.79304 Smoothing Hyper-parameters: 0.142707 0.237655 0.084884 0.326366 0.085312 0.061470 0.231505 Expected Total MS Cnt: 7.20956 Backgound Scale: 1.0211. ITERATION NUMBER 798. Current Log-Posterior: 112745 Step Size: -17392.24352 Smoothing Hyper-parameters: 0.063696 0.108321 0.224069 0.164611 0.322752 0.154386 0.138355 Expected Total MS Cnt: 3.71971 Backgound Scale: 1.03551. ITERATION NUMBER 799. Current Log-Posterior: 228331 Step Size: 115585.8625 Smoothing Hyper-parameters: 0.107363 0.090978 0.157399 0.177705 0.239678 0.213747 0.130907 Expected Total MS Cnt: 2.19753 Backgound Scale: 1.0461. ITERATION NUMBER 800. Current Log-Posterior: 156828 Step Size: -71502.88375 Smoothing Hyper-parameters: 0.190005 0.209630 0.049490 0.072265 0.115691 0.046327 0.257326 Expected Total MS Cnt: 3.9595 Backgound Scale: 1.01937. ITERATION NUMBER 801. Current Log-Posterior: 102374 Step Size: -54453.88657 Smoothing Hyper-parameters: 0.172730 0.139148 0.240562 0.179406 0.033800 0.309102 0.191928 Expected Total MS Cnt: 11.1713 Backgound Scale: 1.02691. ITERATION NUMBER 802. Current Log-Posterior: 101908 Step Size: -465.8732335 Smoothing Hyper-parameters: 0.054081 0.033673 0.274821 0.227612 0.169031 0.058482 0.212328 Expected Total MS Cnt: 9.84074 Backgound Scale: 1.02684. ITERATION NUMBER 803. Current Log-Posterior: 314563 Step Size: 212654.6192 Smoothing Hyper-parameters: 0.187581 0.296641 0.051479 0.303498 0.142769 0.250112 0.188085 Expected Total MS Cnt: 16.4144 Backgound Scale: 1.03233. ITERATION NUMBER 804. Current Log-Posterior: 95938.5 Step Size: -218624.4689 Smoothing Hyper-parameters: 0.165218 0.149801 0.282574 0.265293 0.204203 0.158873 0.162551 Expected Total MS Cnt: 17.1563 Backgound Scale: 1.0291. ITERATION NUMBER 805. Current Log-Posterior: 102859 Step Size: 6920.159739 Smoothing Hyper-parameters: 0.099773 0.171649 0.191042 0.124778 0.243663 0.169392 0.126065 Expected Total MS Cnt: 13.5543 Backgound Scale: 1.03088. ITERATION NUMBER 806. Current Log-Posterior: 150245 Step Size: 47386.53376 Smoothing Hyper-parameters: 0.220402 0.158521 0.106079 0.071218 0.196368 0.093772 0.117228 Expected Total MS Cnt: 10.3038 Backgound Scale: 1.02091. ITERATION NUMBER 807. Current Log-Posterior: 90027.7 Step Size: -60217.48019 Smoothing Hyper-parameters: 0.079382 0.196262 0.184593 0.111932 0.163564 0.096577 0.146516 Expected Total MS Cnt: 14.6008 Backgound Scale: 1.01904. ITERATION NUMBER 808. Current Log-Posterior: 178800 Step Size: 88772.24504 Smoothing Hyper-parameters: 0.240263 0.153565 0.137419 0.151540 0.175748 0.111450 0.151659 Expected Total MS Cnt: 5.27533 Backgound Scale: 1.03108. ITERATION NUMBER 809. Current Log-Posterior: 83445.5 Step Size: -95354.44504 Smoothing Hyper-parameters: 0.291952 0.191922 0.096860 0.197870 0.093339 0.230534 0.233986 Expected Total MS Cnt: 12.1134 Backgound Scale: 1.03128. ITERATION NUMBER 810. Current Log-Posterior: 72277.8 Step Size: -11167.74209 Smoothing Hyper-parameters: 0.168275 0.052460 0.063361 0.240290 0.281971 0.227418 0.040063 Expected Total MS Cnt: 7.73755 Backgound Scale: 1.03209. ITERATION NUMBER 811. Current Log-Posterior: 147532 Step Size: 75254.4908 Smoothing Hyper-parameters: 0.073586 0.098824 0.172463 0.154971 0.090643 0.201531 0.157159 Expected Total MS Cnt: 7.45526 Backgound Scale: 1.05019. ITERATION NUMBER 812. Current Log-Posterior: 207962 Step Size: 60429.92573 Smoothing Hyper-parameters: 0.143432 0.046200 0.075027 0.033445 0.134990 0.139155 0.179420 Expected Total MS Cnt: 9.0072 Backgound Scale: 1.00964. ITERATION NUMBER 813. Current Log-Posterior: 170287 Step Size: -37675.53331 Smoothing Hyper-parameters: 0.212074 0.059906 0.222671 0.143535 0.084360 0.280208 0.161331 Expected Total MS Cnt: 6.96448 Backgound Scale: 1.03397. ITERATION NUMBER 814. Current Log-Posterior: 118289 Step Size: -51997.58737 Smoothing Hyper-parameters: 0.112459 0.114903 0.284602 0.292575 0.148807 0.169374 0.079190 Expected Total MS Cnt: 9.78051 Backgound Scale: 1.04595. ITERATION NUMBER 815. Current Log-Posterior: 143684 Step Size: 25395.00584 Smoothing Hyper-parameters: 0.197911 0.166218 0.187258 0.156719 0.252657 0.173524 0.098560 Expected Total MS Cnt: 13.4191 Backgound Scale: 1.01541. ITERATION NUMBER 816. Current Log-Posterior: 90968.4 Step Size: -52715.65673 Smoothing Hyper-parameters: 0.189638 0.200369 0.323075 0.158312 0.105256 0.269863 0.152913 Expected Total MS Cnt: 3.07283 Backgound Scale: 1.04206. ITERATION NUMBER 817. Current Log-Posterior: 88235 Step Size: -2733.390974 Smoothing Hyper-parameters: 0.165474 0.077807 0.129126 0.105000 0.131664 0.411134 0.183956 Expected Total MS Cnt: 3.98345 Backgound Scale: 1.02423. ITERATION NUMBER 818. Current Log-Posterior: 125605 Step Size: 37369.63494 Smoothing Hyper-parameters: 0.075439 0.219657 0.075651 0.132036 0.078876 0.170488 0.325342 Expected Total MS Cnt: 5.85643 Backgound Scale: 1.0459. ITERATION NUMBER 819. Current Log-Posterior: 191912 Step Size: 66307.2223 Smoothing Hyper-parameters: 0.265043 0.124254 0.131463 0.192519 0.175422 0.155787 0.285139 Expected Total MS Cnt: 12.7146 Backgound Scale: 1.01713. ITERATION NUMBER 820. Current Log-Posterior: 82935 Step Size: -108976.9467 Smoothing Hyper-parameters: 0.125312 0.261507 0.036911 0.170616 0.157855 0.226942 0.162984 Expected Total MS Cnt: 8.3337 Backgound Scale: 1.01744. ITERATION NUMBER 821. Current Log-Posterior: 133296 Step Size: 50360.60569 Smoothing Hyper-parameters: 0.089970 0.237602 0.141493 0.031096 0.068239 0.077420 0.239539 Expected Total MS Cnt: 5.80454 Backgound Scale: 1.0413. ITERATION NUMBER 822. Current Log-Posterior: 165115 Step Size: 31819.6635 Smoothing Hyper-parameters: 0.123686 0.161561 0.175634 0.124897 0.127612 0.110644 0.181172 Expected Total MS Cnt: 2.65771 Backgound Scale: 1.02053. ITERATION NUMBER 823. Current Log-Posterior: 127810 Step Size: -37304.829 Smoothing Hyper-parameters: 0.102780 0.064461 0.166019 0.216041 0.069074 0.100777 0.155699 Expected Total MS Cnt: 3.31713 Backgound Scale: 1.0268. ITERATION NUMBER 824. Current Log-Posterior: 175089 Step Size: 47278.79273 Smoothing Hyper-parameters: 0.295005 0.041252 0.030295 0.241860 0.143680 0.141740 0.234614 Expected Total MS Cnt: 3.70667 Backgound Scale: 1.03281. ITERATION NUMBER 825. Current Log-Posterior: 144415 Step Size: -30673.9504 Smoothing Hyper-parameters: 0.188156 0.095426 0.237114 0.177967 0.269739 0.183637 0.211668 Expected Total MS Cnt: 1.23991 Backgound Scale: 1.02595. ITERATION NUMBER 826. Current Log-Posterior: 105697 Step Size: -38718.12654 Smoothing Hyper-parameters: 0.122155 0.261146 0.105585 0.177967 0.122450 0.209668 0.295410 Expected Total MS Cnt: 1.16081 Backgound Scale: 1.03372. ITERATION NUMBER 827. Current Log-Posterior: 124642 Step Size: 18945.26275 Smoothing Hyper-parameters: 0.235217 0.187967 0.223275 0.091327 0.172063 0.193444 0.203841 Expected Total MS Cnt: 1.35402 Backgound Scale: 1.02395. ITERATION NUMBER 828. Current Log-Posterior: 79360.8 Step Size: -45281.54948 Smoothing Hyper-parameters: 0.323289 0.139785 0.127289 0.070529 0.135887 0.112442 0.125775 Expected Total MS Cnt: 1.17114 Backgound Scale: 1.0266. ITERATION NUMBER 829. Current Log-Posterior: 73506.6 Step Size: -5854.238934 Smoothing Hyper-parameters: 0.072172 0.037030 0.012192 0.052050 0.324638 0.276476 0.167072 Expected Total MS Cnt: 2.94883 Backgound Scale: 1.02606. ITERATION NUMBER 830. Current Log-Posterior: 320758 Step Size: 247251.2986 Smoothing Hyper-parameters: 0.113118 0.104622 0.165742 0.228472 0.224827 0.260740 0.058996 Expected Total MS Cnt: 4.10711 Backgound Scale: 1.03776. ITERATION NUMBER 831. Current Log-Posterior: 146755 Step Size: -174002.8395 Smoothing Hyper-parameters: 0.099607 0.232857 0.124288 0.240413 0.060014 0.222767 0.105372 Expected Total MS Cnt: 5.71559 Backgound Scale: 1.0399. ITERATION NUMBER 832. Current Log-Posterior: 146684 Step Size: -71.33802805 Smoothing Hyper-parameters: 0.235048 0.105205 0.220121 0.198409 0.209615 0.096184 0.311189 Expected Total MS Cnt: 2.33104 Backgound Scale: 1.04928. ITERATION NUMBER 833. Current Log-Posterior: 90054.8 Step Size: -56628.94038 Smoothing Hyper-parameters: 0.100925 0.203423 0.165455 0.166405 0.127298 0.249658 0.159124 Expected Total MS Cnt: 7.90471 Backgound Scale: 1.03206. ITERATION NUMBER 834. Current Log-Posterior: 146112 Step Size: 56056.96431 Smoothing Hyper-parameters: 0.134043 0.029751 0.187940 0.231187 0.168177 0.134754 0.171915 Expected Total MS Cnt: 4.26333 Backgound Scale: 1.02195. ITERATION NUMBER 835. Current Log-Posterior: 201065 Step Size: 54953.60469 Smoothing Hyper-parameters: 0.142939 0.064818 0.173217 0.246602 0.227445 0.162936 0.050290 Expected Total MS Cnt: 5.83445 Backgound Scale: 1.02876. ITERATION NUMBER 836. Current Log-Posterior: 142043 Step Size: -59022.01568 Smoothing Hyper-parameters: 0.290970 0.047411 0.124892 0.154236 0.013913 0.139618 0.159051 Expected Total MS Cnt: 8.1355 Backgound Scale: 1.03567. ITERATION NUMBER 837. Current Log-Posterior: 124490 Step Size: -17553.81073 Smoothing Hyper-parameters: 0.202699 0.203988 0.194644 0.068613 0.154956 0.136588 0.049199 Expected Total MS Cnt: 11.4244 Backgound Scale: 1.02453. ITERATION NUMBER 838. Current Log-Posterior: 86766.9 Step Size: -37722.57859 Smoothing Hyper-parameters: 0.141390 0.137391 0.045606 0.304472 0.143013 0.172424 0.222785 Expected Total MS Cnt: 7.52994 Backgound Scale: 1.0425. ITERATION NUMBER 839. Current Log-Posterior: 129867 Step Size: 43100.47385 Smoothing Hyper-parameters: 0.192797 0.055003 0.130142 0.153259 0.109425 0.112894 0.268918 Expected Total MS Cnt: 10.8989 Backgound Scale: 1.03254. ITERATION NUMBER 840. Current Log-Posterior: 130556 Step Size: 689.0472743 Smoothing Hyper-parameters: 0.127752 0.257023 0.251693 0.264666 0.211168 0.125112 0.031793 Expected Total MS Cnt: 9.39191 Backgound Scale: 1.02036. ITERATION NUMBER 841. Current Log-Posterior: 115988 Step Size: -14568.70078 Smoothing Hyper-parameters: 0.058179 0.169078 0.240195 0.218546 0.084022 0.268496 0.086352 Expected Total MS Cnt: 10.3855 Backgound Scale: 1.03119. ITERATION NUMBER 842. Current Log-Posterior: 237476 Step Size: 121488.1841 Smoothing Hyper-parameters: 0.120896 0.231854 0.230564 0.097532 0.068301 0.138670 0.135588 Expected Total MS Cnt: 7.127 Backgound Scale: 1.0146. ITERATION NUMBER 843. Current Log-Posterior: 122024 Step Size: -115452.0484 Smoothing Hyper-parameters: 0.185991 0.110203 0.127237 0.266891 0.236970 0.209886 0.318001 Expected Total MS Cnt: 4.9323 Backgound Scale: 1.01555. ITERATION NUMBER 844. Current Log-Posterior: 105616 Step Size: -16408.08529 Smoothing Hyper-parameters: 0.093641 0.206227 0.161324 0.177777 0.192114 0.292177 0.284394 Expected Total MS Cnt: 6.6914 Backgound Scale: 1.03211. ITERATION NUMBER 845. Current Log-Posterior: 154372 Step Size: 48755.72649 Smoothing Hyper-parameters: 0.125085 0.210256 0.159526 0.144425 0.102351 0.171741 0.105839 Expected Total MS Cnt: 2.48369 Backgound Scale: 1.02419. ITERATION NUMBER 846. Current Log-Posterior: 122034 Step Size: -32337.91023 Smoothing Hyper-parameters: 0.140721 0.098101 0.088435 0.023523 0.121994 0.266999 0.129350 Expected Total MS Cnt: 2.60702 Backgound Scale: 1.04054. ITERATION NUMBER 847. Current Log-Posterior: 138652 Step Size: 16618.2433 Smoothing Hyper-parameters: 0.035540 0.120710 0.161914 0.097307 0.127064 0.020454 0.171207 Expected Total MS Cnt: 5.02529 Backgound Scale: 1.01048. ITERATION NUMBER 848. Current Log-Posterior: 369812 Step Size: 231160.264 Smoothing Hyper-parameters: 0.173584 0.101802 0.131048 0.146444 0.185356 0.289960 0.179677 Expected Total MS Cnt: 3.88408 Backgound Scale: 1.03417. ITERATION NUMBER 849. Current Log-Posterior: 112344 Step Size: -257468.4992 Smoothing Hyper-parameters: 0.126646 0.041900 0.024738 0.112511 0.291778 0.102262 0.204189 Expected Total MS Cnt: 5.39457 Backgound Scale: 1.01908. ITERATION NUMBER 850. Current Log-Posterior: 206299 Step Size: 93954.88976 Smoothing Hyper-parameters: 0.137947 0.180366 0.064927 0.004737 0.143764 0.243422 0.257428 Expected Total MS Cnt: 5.29399 Backgound Scale: 1.03174. ITERATION NUMBER 851. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.158496 0.141006 0.095200 0.175098 0.136936 0.142986 0.096020 Expected Total MS Cnt: 2.40714 Backgound Scale: 1.02911. ITERATION NUMBER 852. Current Log-Posterior: 111842 Step Size: -inf Smoothing Hyper-parameters: 0.235562 0.297654 0.134340 0.113587 0.054208 0.183444 0.089050 Expected Total MS Cnt: 2.70171 Backgound Scale: 1.02834. ITERATION NUMBER 853. Current Log-Posterior: 76085.7 Step Size: -35755.80828 Smoothing Hyper-parameters: 0.091344 0.062428 0.259903 0.101273 0.371776 0.025899 0.067879 Expected Total MS Cnt: 0.388445 Backgound Scale: 1.0418. ITERATION NUMBER 854. Current Log-Posterior: 191880 Step Size: 115793.8031 Smoothing Hyper-parameters: 0.228047 0.188872 0.135431 0.153629 0.074211 0.244854 0.164436 Expected Total MS Cnt: 3.91979 Backgound Scale: 1.02685. ITERATION NUMBER 855. Current Log-Posterior: 81547.7 Step Size: -110331.8403 Smoothing Hyper-parameters: 0.163100 0.105633 0.143814 0.087151 0.189032 0.094403 0.236450 Expected Total MS Cnt: 2.89437 Backgound Scale: 1.04487. ITERATION NUMBER 856. Current Log-Posterior: 116669 Step Size: 35121.00514 Smoothing Hyper-parameters: 0.239439 0.076778 0.134947 0.032215 0.115438 0.222141 0.051555 Expected Total MS Cnt: 10.5875 Backgound Scale: 1.01491. ITERATION NUMBER 857. Current Log-Posterior: 106937 Step Size: -9732.16006 Smoothing Hyper-parameters: 0.237565 0.329022 0.225388 0.179105 0.135559 0.048065 0.087270 Expected Total MS Cnt: 8.47784 Backgound Scale: 1.04459. ITERATION NUMBER 858. Current Log-Posterior: 71096.7 Step Size: -35839.86715 Smoothing Hyper-parameters: 0.074941 0.029506 0.343978 0.176032 0.011649 0.205209 0.163561 Expected Total MS Cnt: 3.6875 Backgound Scale: 1.0329. ITERATION NUMBER 859. Current Log-Posterior: 275993 Step Size: 204896.0506 Smoothing Hyper-parameters: 0.070937 0.183553 0.081081 0.176969 0.096992 0.164685 0.205460 Expected Total MS Cnt: 2.30923 Backgound Scale: 1.03407. ITERATION NUMBER 860. Current Log-Posterior: 202156 Step Size: -73836.26461 Smoothing Hyper-parameters: 0.087526 0.135307 0.137349 0.169412 0.233137 0.066184 0.094987 Expected Total MS Cnt: 2.58762 Backgound Scale: 1.04122. ITERATION NUMBER 861. Current Log-Posterior: 172019 Step Size: -30137.47794 Smoothing Hyper-parameters: 0.193602 0.243076 0.221207 0.213524 0.164151 0.209817 0.173219 Expected Total MS Cnt: 1.49509 Backgound Scale: 1.0248. ITERATION NUMBER 862. Current Log-Posterior: 84650.8 Step Size: -87368.19778 Smoothing Hyper-parameters: 0.129621 0.029027 0.138661 0.012886 0.189721 0.076800 0.144712 Expected Total MS Cnt: 0.941485 Backgound Scale: 1.03597. ITERATION NUMBER 863. Current Log-Posterior: 223790 Step Size: 139139.143 Smoothing Hyper-parameters: 0.107827 0.217302 0.173084 0.125593 0.117033 0.162930 0.163845 Expected Total MS Cnt: 2.17232 Backgound Scale: 1.02192. ITERATION NUMBER 864. Current Log-Posterior: 137879 Step Size: -85910.69951 Smoothing Hyper-parameters: 0.068864 0.125153 0.057782 0.189982 0.120747 0.149091 0.073725 Expected Total MS Cnt: 0.211456 Backgound Scale: 1.03525. ITERATION NUMBER 865. Current Log-Posterior: 217727 Step Size: 79847.40512 Smoothing Hyper-parameters: 0.202731 0.105347 0.195188 0.189982 0.140339 0.139944 0.108020 Expected Total MS Cnt: 3.74313 Backgound Scale: 1.04495. ITERATION NUMBER 866. Current Log-Posterior: 98144.4 Step Size: -119582.2455 Smoothing Hyper-parameters: 0.253457 0.113725 0.287582 0.120116 0.226405 0.122928 0.073205 Expected Total MS Cnt: 3.20416 Backgound Scale: 1.02199. ITERATION NUMBER 867. Current Log-Posterior: 84946.5 Step Size: -13197.87599 Smoothing Hyper-parameters: 0.243141 0.150565 0.037900 0.022998 0.210806 0.087351 0.099312 Expected Total MS Cnt: 2.87675 Backgound Scale: 1.03811. ITERATION NUMBER 868. Current Log-Posterior: 103365 Step Size: 18418.55353 Smoothing Hyper-parameters: 0.202817 0.103872 0.067023 0.187364 0.077751 0.303354 0.133835 Expected Total MS Cnt: 3.02125 Backgound Scale: 1.02798. ITERATION NUMBER 869. Current Log-Posterior: 107236 Step Size: 3870.632014 Smoothing Hyper-parameters: 0.100830 0.162563 0.160417 0.181499 0.060553 0.069165 0.220042 Expected Total MS Cnt: 3.19884 Backgound Scale: 1.01953. ITERATION NUMBER 870. Current Log-Posterior: 149295 Step Size: 42059.22008 Smoothing Hyper-parameters: 0.090247 0.115553 0.266650 0.052942 0.215468 0.210107 0.170574 Expected Total MS Cnt: 3.79311 Backgound Scale: 1.0348. ITERATION NUMBER 871. Current Log-Posterior: 170872 Step Size: 21576.86908 Smoothing Hyper-parameters: 0.104047 0.200322 0.190984 0.016356 0.114053 0.121216 0.183702 Expected Total MS Cnt: 2.14425 Backgound Scale: 1.04435. ITERATION NUMBER 872. Current Log-Posterior: 152037 Step Size: -18835.01019 Smoothing Hyper-parameters: 0.082274 0.071591 0.265106 0.268518 0.164999 0.037724 0.130282 Expected Total MS Cnt: 1.04972 Backgound Scale: 1.02817. ITERATION NUMBER 873. Current Log-Posterior: 197813 Step Size: 45775.71772 Smoothing Hyper-parameters: 0.150373 0.131809 0.186903 0.203920 0.110432 0.024331 0.190091 Expected Total MS Cnt: 3.57139 Backgound Scale: 1.02744. ITERATION NUMBER 874. Current Log-Posterior: 113571 Step Size: -84241.00653 Smoothing Hyper-parameters: 0.104942 0.274167 0.065054 0.206332 0.217712 0.233485 0.255872 Expected Total MS Cnt: 4.79966 Backgound Scale: 1.04723. ITERATION NUMBER 875. Current Log-Posterior: 142612 Step Size: 29040.6949 Smoothing Hyper-parameters: 0.048624 0.215788 0.169190 0.041121 0.275435 0.220426 0.095132 Expected Total MS Cnt: 2.30692 Backgound Scale: 1.04578. ITERATION NUMBER 876. Current Log-Posterior: 268468 Step Size: 125855.3244 Smoothing Hyper-parameters: 0.111159 0.077332 0.006935 0.195830 0.176884 0.218217 0.163052 Expected Total MS Cnt: 4.28549 Backgound Scale: 1.02398. ITERATION NUMBER 877. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.029945 0.006925 0.083643 0.263542 0.263209 0.185368 0.091023 Expected Total MS Cnt: 8.59858 Backgound Scale: 1.01581. ITERATION NUMBER 878. Current Log-Posterior: inf Step Size: nan Smoothing Hyper-parameters: 0.232705 0.060590 0.043269 0.181246 0.101300 0.155617 0.171215 Expected Total MS Cnt: 0.852716 Backgound Scale: 1.03285. ITERATION NUMBER 879. Current Log-Posterior: 126789 Step Size: -inf Smoothing Hyper-parameters: 0.158282 0.097957 0.223193 0.036298 0.076214 0.351948 0.173714 Expected Total MS Cnt: 0.539653 Backgound Scale: 1.01972. ITERATION NUMBER 880. Current Log-Posterior: 122285 Step Size: -4503.917161 Smoothing Hyper-parameters: 0.109043 0.148731 0.104101 0.253248 0.204018 0.123952 0.131434 Expected Total MS Cnt: 0.468598 Backgound Scale: 1.03651. ITERATION NUMBER 881. Current Log-Posterior: 143605 Step Size: 21319.70876 Smoothing Hyper-parameters: 0.278056 0.043771 0.221212 0.280538 0.271094 0.152796 0.150403 Expected Total MS Cnt: 0.678288 Backgound Scale: 1.04707. ITERATION NUMBER 882. Current Log-Posterior: 122610 Step Size: -20995.44642 Smoothing Hyper-parameters: 0.126598 0.083343 0.101676 0.121683 0.206781 0.175216 0.110317 Expected Total MS Cnt: 0.343878 Backgound Scale: 1.02192. ITERATION NUMBER 883. Current Log-Posterior: 146423 Step Size: 23813.5764 Smoothing Hyper-parameters: 0.118101 0.257668 0.053313 0.242445 0.124335 0.151428 0.057715 Expected Total MS Cnt: 0.735832 Backgound Scale: 1.02589. ITERATION NUMBER 884. Current Log-Posterior: 134217 Step Size: -12206.52718 Smoothing Hyper-parameters: 0.253637 0.188904 0.168660 0.112710 0.252715 0.229248 0.092574 Expected Total MS Cnt: 1.96203 Backgound Scale: 1.04411. ITERATION NUMBER 885. Current Log-Posterior: 75840.6 Step Size: -58375.96333 Smoothing Hyper-parameters: 0.030715 0.112058 0.336055 0.209276 0.232067 0.199016 0.292882 Expected Total MS Cnt: 3.71147 Backgound Scale: 1.04838. ITERATION NUMBER 886. Current Log-Posterior: 433895 Step Size: 358054.023 Smoothing Hyper-parameters: 0.171828 0.067753 0.242154 0.083211 0.208728 0.226986 0.176436 Expected Total MS Cnt: 4.71311 Backgound Scale: 1.03755. ITERATION NUMBER 887. Current Log-Posterior: 126544 Step Size: -307350.8052 Smoothing Hyper-parameters: 0.213149 0.215261 0.195902 0.093746 0.073810 0.368976 0.050955 Expected Total MS Cnt: 7.47401 Backgound Scale: 1.01675. ITERATION NUMBER 888. Current Log-Posterior: 82794.9 Step Size: -43748.92828 Smoothing Hyper-parameters: 0.103985 0.080053 0.149597 0.147362 0.270222 0.315494 0.168755 Expected Total MS Cnt: 10.2889 Backgound Scale: 1.01279. ITERATION NUMBER 889. Current Log-Posterior: 162421 Step Size: 79626.14118 Smoothing Hyper-parameters: 0.232085 0.144001 0.131594 0.220348 0.221812 0.018064 0.238093 Expected Total MS Cnt: 8.77496 Backgound Scale: 1.02219. ITERATION NUMBER 890. Current Log-Posterior: 85715.4 Step Size: -76705.69708 Smoothing Hyper-parameters: 0.128638 0.169122 0.156768 0.167506 0.267103 0.091498 0.149127 Expected Total MS Cnt: 18.5836 Backgound Scale: 1.02736. ITERATION NUMBER 891. Current Log-Posterior: 121724 Step Size: 36008.69138 Smoothing Hyper-parameters: 0.176577 0.176222 0.292221 0.147380 0.270189 0.100448 0.217590 Expected Total MS Cnt: 10.3766 Backgound Scale: 1.0173. ITERATION NUMBER 892. Current Log-Posterior: 95349.3 Step Size: -26374.74841 Smoothing Hyper-parameters: 0.176587 0.056193 0.138482 0.273010 0.342652 0.258369 0.145173 Expected Total MS Cnt: 19.1691 Backgound Scale: 1.04327. ITERATION NUMBER 893. Current Log-Posterior: 133060 Step Size: 37710.77294 Smoothing Hyper-parameters: 0.126944 0.207699 0.228911 0.016043 0.262037 0.017874 0.228655 Expected Total MS Cnt: 13.5562 Backgound Scale: 1.01788. ITERATION NUMBER 894. Current Log-Posterior: 131033 Step Size: -2027.155041 Smoothing Hyper-parameters: 0.185335 0.194380 0.071890 0.212445 0.167255 0.216238 0.076848 Expected Total MS Cnt: 11.0216 Backgound Scale: 1.0374. ITERATION NUMBER 895. Current Log-Posterior: 97936.9 Step Size: -33096.02224 Smoothing Hyper-parameters: 0.138063 0.126801 0.324919 0.185205 0.136674 0.163661 0.079272 Expected Total MS Cnt: 24.3844 Backgound Scale: 1.01988. ITERATION NUMBER 896. Current Log-Posterior: 120546 Step Size: 22608.96456 Smoothing Hyper-parameters: 0.151926 0.073303 0.184765 0.068614 0.084003 0.148908 0.129310 Expected Total MS Cnt: 16.4453 Backgound Scale: 1.03174. ITERATION NUMBER 897. Current Log-Posterior: 134615 Step Size: 14069.16833 Smoothing Hyper-parameters: 0.143006 0.052404 0.165816 0.155855 0.207527 0.093886 0.136648 Expected Total MS Cnt: 20.1727 Backgound Scale: 1.01441. ITERATION NUMBER 898. Current Log-Posterior: 152820 Step Size: 18205.28727 Smoothing Hyper-parameters: 0.192044 0.188480 0.071045 0.116149 0.178588 0.203194 0.183198 Expected Total MS Cnt: 21.0504 Backgound Scale: 1.03296. ITERATION NUMBER 899. Current Log-Posterior: 97335.7 Step Size: -55484.66387 Smoothing Hyper-parameters: 0.230621 0.172417 0.135101 0.234252 0.074112 0.182491 0.178797 Expected Total MS Cnt: 20.3689 Backgound Scale: 1.03046. ITERATION NUMBER 900. Current Log-Posterior: 83036.8 Step Size: -14298.85834 Smoothing Hyper-parameters: 0.193138 0.089245 0.017974 0.256629 0.236060 0.140472 0.024407 Expected Total MS Cnt: 28.1098 Backgound Scale: 1.04947. ITERATION NUMBER 901. Current Log-Posterior: 146061 Step Size: 63024.55749 Smoothing Hyper-parameters: 0.057345 0.184455 0.278332 0.195808 0.136768 0.178173 0.259653 Expected Total MS Cnt: 14.1759 Backgound Scale: 1.02838. ITERATION NUMBER 902. Current Log-Posterior: 232840 Step Size: 86778.80347 Smoothing Hyper-parameters: 0.180582 0.076948 0.223769 0.121525 0.309907 0.170452 0.103259 Expected Total MS Cnt: 20.2195 Backgound Scale: 1.02241. ITERATION NUMBER 903. Current Log-Posterior: 116909 Step Size: -115931.277 Smoothing Hyper-parameters: 0.159910 0.230075 0.161100 0.090896 0.110770 0.140383 0.068116 Expected Total MS Cnt: 14.0195 Backgound Scale: 1.02235. ITERATION NUMBER 904. Current Log-Posterior: 100563 Step Size: -16345.45838 Smoothing Hyper-parameters: 0.042595 0.181795 0.163778 0.218296 0.147792 0.153000 0.083946 Expected Total MS Cnt: 12.7568 Backgound Scale: 1.04277. ITERATION NUMBER 905. Current Log-Posterior: 311581 Step Size: 211017.8173 Smoothing Hyper-parameters: 0.253133 0.078543 0.153496 0.112581 0.146159 0.063432 0.304609 Expected Total MS Cnt: 9.91887 Backgound Scale: 1.01994. ITERATION NUMBER 906. Current Log-Posterior: 99237.1 Step Size: -212344.1536 Smoothing Hyper-parameters: 0.203698 0.135529 0.118052 0.184593 0.020392 0.101321 0.261158 Expected Total MS Cnt: 8.95927 Backgound Scale: 1.02341. ITERATION NUMBER 907. Current Log-Posterior: 96727.1 Step Size: -2510.039037 Smoothing Hyper-parameters: 0.056358 0.238047 0.209654 0.184320 0.275076 0.225800 0.275639 Expected Total MS Cnt: 10.6952 Backgound Scale: 1.02846. ITERATION NUMBER 908. Current Log-Posterior: 233273 Step Size: 136546.3726 Smoothing Hyper-parameters: 0.201147 0.196779 0.058885 0.070108 0.111119 0.323420 0.274014 Expected Total MS Cnt: 18.2043 Backgound Scale: 1.03407. ITERATION NUMBER 909. Current Log-Posterior: 95888.9 Step Size: -137384.5657 Smoothing Hyper-parameters: 0.165628 0.115953 0.104634 0.258523 0.123657 0.246213 0.222470 Expected Total MS Cnt: 16.4089 Backgound Scale: 1.02603. ITERATION NUMBER 910. Current Log-Posterior: 113081 Step Size: 17192.49134 Smoothing Hyper-parameters: 0.232885 0.110532 0.201940 0.119810 0.211104 0.193940 0.203178 Expected Total MS Cnt: 18.2839 Backgound Scale: 1.03099. ITERATION NUMBER 911. Current Log-Posterior: 90155.1 Step Size: -22926.23291 Smoothing Hyper-parameters: 0.229225 0.135900 0.192217 0.145675 0.271902 0.128832 0.192115 Expected Total MS Cnt: 18.1891 Backgound Scale: 1.0306. ITERATION NUMBER 912. Current Log-Posterior: 85764.4 Step Size: -4390.706725 Smoothing Hyper-parameters: 0.258655 0.080976 0.176756 0.179955 0.271245 0.161239 0.102969 Expected Total MS Cnt: 14.9665 Backgound Scale: 1.03247. ITERATION NUMBER 913. Current Log-Posterior: 95471.9 Step Size: 9707.519789 Smoothing Hyper-parameters: 0.056169 0.078074 0.230514 0.216238 0.136674 0.290658 0.113132 Expected Total MS Cnt: 22.3829 Backgound Scale: 1.02388. ITERATION NUMBER 914. Current Log-Posterior: 259429 Step Size: 163956.6331 Smoothing Hyper-parameters: 0.116980 0.090109 0.244088 0.207883 0.038269 0.086360 0.121565 Expected Total MS Cnt: 12.0033 Backgound Scale: 1.02522. ITERATION NUMBER 915. Current Log-Posterior: 146409 Step Size: -113019.9451 Smoothing Hyper-parameters: 0.097315 0.233494 0.260046 0.015220 0.225336 0.251812 0.295753 Expected Total MS Cnt: 9.01233 Backgound Scale: 1.02491. ITERATION NUMBER 916. Current Log-Posterior: 156628 Step Size: 10219.07567 Smoothing Hyper-parameters: 0.211866 0.169154 0.137420 0.187971 0.100850 0.151942 0.135386 Expected Total MS Cnt: 8.49242 Backgound Scale: 1.03142. ITERATION NUMBER 917. Current Log-Posterior: 87669.5 Step Size: -68958.15615 Smoothing Hyper-parameters: 0.089420 0.223774 0.123510 0.140315 0.117688 0.131867 0.349585 Expected Total MS Cnt: 13.2277 Backgound Scale: 1.02962. ITERATION NUMBER 918. Current Log-Posterior: 161148 Step Size: 73478.19335 Smoothing Hyper-parameters: 0.086697 0.210275 0.159079 0.192489 0.250818 0.255739 0.216715 Expected Total MS Cnt: 9.63391 Backgound Scale: 1.02874. ITERATION NUMBER 919. Current Log-Posterior: 164769 Step Size: 3621.436648 Smoothing Hyper-parameters: 0.177857 0.277965 0.347465 0.100851 0.246814 0.268885 0.182044 Expected Total MS Cnt: 16.698 Backgound Scale: 1.0362. ITERATION NUMBER 920. Current Log-Posterior: 88461.4 Step Size: -76307.78947 Smoothing Hyper-parameters: 0.125368 0.127634 0.225995 0.217104 0.147424 0.135306 0.211267 Expected Total MS Cnt: 20.3011 Backgound Scale: 1.0387. ITERATION NUMBER 921. Current Log-Posterior: 129601 Step Size: 41139.54115 Smoothing Hyper-parameters: 0.129300 0.103937 0.087804 0.299754 0.220444 0.141297 0.145775 Expected Total MS Cnt: 25.812 Backgound Scale: 1.01399. ITERATION NUMBER 922. Current Log-Posterior: 136369 Step Size: 6767.672301 Smoothing Hyper-parameters: 0.308535 0.031370 0.169580 0.187305 0.208777 0.149280 0.140119 Expected Total MS Cnt: 6.67771 Backgound Scale: 1.03852. ITERATION NUMBER 923. Current Log-Posterior: 146765 Step Size: 10396.47796 Smoothing Hyper-parameters: 0.255642 0.068751 0.125925 0.109935 0.170477 0.159666 0.125536 Expected Total MS Cnt: 5.23964 Backgound Scale: 1.02658. ITERATION NUMBER 924. Current Log-Posterior: 104084 Step Size: -42680.79382 Smoothing Hyper-parameters: 0.080546 0.010384 0.298502 0.190679 0.201981 0.143256 0.190723 Expected Total MS Cnt: 9.83229 Backgound Scale: 1.0302. ITERATION NUMBER 925. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.144927 0.281355 0.102134 0.326351 0.076281 0.228809 0.053889 Expected Total MS Cnt: 17.7335 Backgound Scale: 1.02194. ITERATION NUMBER 926. Current Log-Posterior: 107941 Step Size: -inf Smoothing Hyper-parameters: 0.070930 0.067970 0.123317 0.195963 0.172405 0.175967 0.130957 Expected Total MS Cnt: 12.9634 Backgound Scale: 1.02081. ITERATION NUMBER 927. Current Log-Posterior: 228808 Step Size: 120867.2343 Smoothing Hyper-parameters: 0.115684 0.207706 0.335534 0.070538 0.142377 0.244792 0.086184 Expected Total MS Cnt: 25.082 Backgound Scale: 1.02487. ITERATION NUMBER 928. Current Log-Posterior: 129008 Step Size: -99799.44009 Smoothing Hyper-parameters: 0.068024 0.074305 0.143584 0.104156 0.222346 0.245816 0.128078 Expected Total MS Cnt: 14.7616 Backgound Scale: 1.02003. ITERATION NUMBER 929. Current Log-Posterior: 231311 Step Size: 102302.7473 Smoothing Hyper-parameters: 0.011280 0.239218 0.147726 0.126620 0.224675 0.128614 0.344584 Expected Total MS Cnt: 17.0483 Backgound Scale: 1.01628. ITERATION NUMBER 930. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.065801 0.252602 0.127600 0.159017 0.151243 0.076256 0.119948 Expected Total MS Cnt: 11.5783 Backgound Scale: 1.03652. ITERATION NUMBER 931. Current Log-Posterior: 210081 Step Size: -inf Smoothing Hyper-parameters: 0.045079 0.191126 0.161629 0.151124 0.122870 0.052162 0.130660 Expected Total MS Cnt: 12.1515 Backgound Scale: 1.01552. ITERATION NUMBER 932. Current Log-Posterior: 293375 Step Size: 83293.39651 Smoothing Hyper-parameters: 0.060191 0.130194 0.192845 0.179613 0.199707 0.295043 0.201720 Expected Total MS Cnt: 23.1543 Backgound Scale: 1.01612. ITERATION NUMBER 933. Current Log-Posterior: 233013 Step Size: -60361.88216 Smoothing Hyper-parameters: 0.206014 0.097709 0.095185 0.147250 0.222596 0.163042 0.089061 Expected Total MS Cnt: 10.0847 Backgound Scale: 1.01905. ITERATION NUMBER 934. Current Log-Posterior: 104220 Step Size: -128792.9751 Smoothing Hyper-parameters: 0.187061 0.130629 0.154747 0.182767 0.144781 0.045947 0.160378 Expected Total MS Cnt: 5.34266 Backgound Scale: 1.02689. ITERATION NUMBER 935. Current Log-Posterior: 100355 Step Size: -3864.348102 Smoothing Hyper-parameters: 0.195852 0.081099 0.223960 0.116175 0.105874 0.140782 0.197447 Expected Total MS Cnt: 8.24868 Backgound Scale: 1.04605. ITERATION NUMBER 936. Current Log-Posterior: 111734 Step Size: 11379.1215 Smoothing Hyper-parameters: 0.232782 0.069776 0.177919 0.178288 0.142660 0.137239 0.115127 Expected Total MS Cnt: 4.60459 Backgound Scale: 1.02385. ITERATION NUMBER 937. Current Log-Posterior: 106355 Step Size: -5379.402906 Smoothing Hyper-parameters: 0.077151 0.177829 0.213292 0.205738 0.172451 0.169528 0.054383 Expected Total MS Cnt: 13.3181 Backgound Scale: 1.03351. ITERATION NUMBER 938. Current Log-Posterior: 185336 Step Size: 78980.9648 Smoothing Hyper-parameters: 0.110905 0.134681 0.114113 0.176141 0.194572 0.124577 0.235931 Expected Total MS Cnt: 8.13103 Backgound Scale: 1.02363. ITERATION NUMBER 939. Current Log-Posterior: 145806 Step Size: -39530.47481 Smoothing Hyper-parameters: 0.130208 0.232782 0.281275 0.128266 0.273122 0.049897 0.163639 Expected Total MS Cnt: 12.9178 Backgound Scale: 1.03227. ITERATION NUMBER 940. Current Log-Posterior: 115886 Step Size: -29919.38864 Smoothing Hyper-parameters: 0.130208 0.148055 0.189980 0.121927 0.142566 0.257132 0.118732 Expected Total MS Cnt: 14.7427 Backgound Scale: 1.05491. ITERATION NUMBER 941. Current Log-Posterior: 123051 Step Size: 7165.275848 Smoothing Hyper-parameters: 0.072979 0.229282 0.296659 0.125551 0.199713 0.125651 0.198600 Expected Total MS Cnt: 4.87919 Backgound Scale: 1.01896. ITERATION NUMBER 942. Current Log-Posterior: 185815 Step Size: 62763.51862 Smoothing Hyper-parameters: 0.078676 0.203338 0.261350 0.111199 0.091488 0.067694 0.211506 Expected Total MS Cnt: 2.52142 Backgound Scale: 1.02295. ITERATION NUMBER 943. Current Log-Posterior: 178432 Step Size: -7383.003551 Smoothing Hyper-parameters: 0.176496 0.171062 0.055768 0.231057 0.114926 0.075658 0.215582 Expected Total MS Cnt: 2.87131 Backgound Scale: 1.03714. ITERATION NUMBER 944. Current Log-Posterior: 104795 Step Size: -73636.74249 Smoothing Hyper-parameters: 0.106426 0.303773 0.171304 0.154070 0.087146 0.149728 0.205843 Expected Total MS Cnt: 1.41255 Backgound Scale: 1.02542. ITERATION NUMBER 945. Current Log-Posterior: 135547 Step Size: 30751.72367 Smoothing Hyper-parameters: 0.234012 0.181340 0.029167 0.112559 0.168372 0.208485 0.053252 Expected Total MS Cnt: 3.56646 Backgound Scale: 1.02398. ITERATION NUMBER 946. Current Log-Posterior: 102594 Step Size: -32953.31981 Smoothing Hyper-parameters: 0.195136 0.222766 0.228449 0.090691 0.122668 0.165116 0.219237 Expected Total MS Cnt: 0.54927 Backgound Scale: 1.02028. ITERATION NUMBER 947. Current Log-Posterior: 86978.2 Step Size: -15615.44459 Smoothing Hyper-parameters: 0.148335 0.287151 0.108140 0.135459 0.206546 0.146687 0.271920 Expected Total MS Cnt: 1.53846 Backgound Scale: 1.02414. ITERATION NUMBER 948. Current Log-Posterior: 107419 Step Size: 20440.54138 Smoothing Hyper-parameters: 0.203831 0.110207 0.108837 0.204835 0.304095 0.083363 0.042568 Expected Total MS Cnt: 5.25252 Backgound Scale: 1.02083. ITERATION NUMBER 949. Current Log-Posterior: 100293 Step Size: -7125.429256 Smoothing Hyper-parameters: 0.168741 0.096117 0.117485 0.191146 0.302861 0.199369 0.141820 Expected Total MS Cnt: 7.57189 Backgound Scale: 1.0215. ITERATION NUMBER 950. Current Log-Posterior: 116957 Step Size: 16663.85504 Smoothing Hyper-parameters: 0.097456 0.186067 0.245773 0.130659 0.209845 0.110682 0.149135 Expected Total MS Cnt: 6.18501 Backgound Scale: 1.02206. ITERATION NUMBER 951. Current Log-Posterior: 149772 Step Size: 32814.53732 Smoothing Hyper-parameters: 0.076727 0.137674 0.244762 0.142550 0.358842 0.088276 0.235962 Expected Total MS Cnt: 7.12845 Backgound Scale: 1.02394. ITERATION NUMBER 952. Current Log-Posterior: 189213 Step Size: 39441.21185 Smoothing Hyper-parameters: 0.149946 0.101597 0.044621 0.050696 0.282615 0.168499 0.168670 Expected Total MS Cnt: 4.79515 Backgound Scale: 1.01703. ITERATION NUMBER 953. Current Log-Posterior: 137016 Step Size: -52197.35617 Smoothing Hyper-parameters: 0.285308 0.101199 0.251114 0.136956 0.093267 0.125824 0.359726 Expected Total MS Cnt: 3.10982 Backgound Scale: 1.018. ITERATION NUMBER 954. Current Log-Posterior: 82889.2 Step Size: -54126.30731 Smoothing Hyper-parameters: 0.156932 0.107447 0.236554 0.131919 0.300802 0.201395 0.219337 Expected Total MS Cnt: 2.96751 Backgound Scale: 1.05709. ITERATION NUMBER 955. Current Log-Posterior: 114168 Step Size: 31279.10412 Smoothing Hyper-parameters: 0.100148 0.145273 0.167937 0.284255 0.186511 0.086145 0.143203 Expected Total MS Cnt: 1.16347 Backgound Scale: 1.03124. ITERATION NUMBER 956. Current Log-Posterior: 151708 Step Size: 37539.88167 Smoothing Hyper-parameters: 0.137825 0.146859 0.204812 0.172539 0.079318 0.051709 0.113840 Expected Total MS Cnt: 2.62516 Backgound Scale: 1.02501. ITERATION NUMBER 957. Current Log-Posterior: 118869 Step Size: -32839.47527 Smoothing Hyper-parameters: 0.077169 0.211068 0.299563 0.187065 0.148800 0.128348 0.085589 Expected Total MS Cnt: 7.65527 Backgound Scale: 1.02034. ITERATION NUMBER 958. Current Log-Posterior: 178646 Step Size: 59776.94351 Smoothing Hyper-parameters: 0.075253 0.216988 0.196609 0.124386 0.177450 0.230523 0.098624 Expected Total MS Cnt: 3.57644 Backgound Scale: 1.02953. ITERATION NUMBER 959. Current Log-Posterior: 186796 Step Size: 8150.574831 Smoothing Hyper-parameters: 0.254220 0.095709 0.131743 0.211554 0.216446 0.159098 0.142662 Expected Total MS Cnt: 3.22264 Backgound Scale: 1.02874. ITERATION NUMBER 960. Current Log-Posterior: 90643.9 Step Size: -96152.35783 Smoothing Hyper-parameters: 0.173230 0.252164 0.167273 0.068851 0.163287 0.056993 0.167877 Expected Total MS Cnt: 1.37349 Backgound Scale: 1.0265. ITERATION NUMBER 961. Current Log-Posterior: 95187.4 Step Size: 4543.512461 Smoothing Hyper-parameters: 0.223384 0.317923 0.092386 0.134278 0.290903 0.102549 0.085529 Expected Total MS Cnt: 1.63814 Backgound Scale: 1.02222. ITERATION NUMBER 962. Current Log-Posterior: 79941.9 Step Size: -15245.50967 Smoothing Hyper-parameters: 0.172970 0.243669 0.289216 0.091378 0.164065 0.173213 0.248665 Expected Total MS Cnt: 1.24875 Backgound Scale: 1.02352. ITERATION NUMBER 963. Current Log-Posterior: 93232.6 Step Size: 13290.68482 Smoothing Hyper-parameters: 0.121201 0.243669 0.136589 0.070645 0.164576 0.210675 0.084883 Expected Total MS Cnt: 0.0380061 Backgound Scale: 1.02612. ITERATION NUMBER 964. Current Log-Posterior: 127175 Step Size: 33942.9342 Smoothing Hyper-parameters: 0.126999 0.231973 0.121889 0.177719 0.185147 0.194549 0.093685 Expected Total MS Cnt: 0.253058 Backgound Scale: 1.03803. ITERATION NUMBER 965. Current Log-Posterior: 119811 Step Size: -7364.81566 Smoothing Hyper-parameters: 0.150026 0.217782 0.196920 0.240093 0.149127 0.277243 0.137649 Expected Total MS Cnt: 1.57762 Backgound Scale: 1.03214. ITERATION NUMBER 966. Current Log-Posterior: 105271 Step Size: -14539.94135 Smoothing Hyper-parameters: 0.289784 0.268282 0.098355 0.090159 0.152677 0.154993 0.146091 Expected Total MS Cnt: 0.217348 Backgound Scale: 1.0261. ITERATION NUMBER 967. Current Log-Posterior: 69421.4 Step Size: -35849.31722 Smoothing Hyper-parameters: 0.180542 0.122228 0.246129 0.080714 0.153193 0.163833 0.109232 Expected Total MS Cnt: 0.0610887 Backgound Scale: 1.03424. ITERATION NUMBER 968. Current Log-Posterior: 102896 Step Size: 33474.44481 Smoothing Hyper-parameters: 0.065573 0.187816 0.153855 0.100066 0.192193 0.203131 0.186735 Expected Total MS Cnt: 0.682706 Backgound Scale: 1.03967. ITERATION NUMBER 969. Current Log-Posterior: 211617 Step Size: 108721.1786 Smoothing Hyper-parameters: 0.120162 0.231942 0.316545 0.265416 0.049812 0.164022 0.193434 Expected Total MS Cnt: 1.77712 Backgound Scale: 1.05129. ITERATION NUMBER 970. Current Log-Posterior: 124493 Step Size: -87124.21505 Smoothing Hyper-parameters: 0.072942 0.207967 0.088796 0.167277 0.230843 0.132127 0.152738 Expected Total MS Cnt: 2.00072 Backgound Scale: 1.03598. ITERATION NUMBER 971. Current Log-Posterior: 192190 Step Size: 67697.33117 Smoothing Hyper-parameters: 0.206605 0.095369 0.035597 0.114049 0.131283 0.156987 0.106457 Expected Total MS Cnt: 1.40216 Backgound Scale: 1.02635. ITERATION NUMBER 972. Current Log-Posterior: 118735 Step Size: -73455.14159 Smoothing Hyper-parameters: 0.164828 0.032946 0.266204 0.232184 0.142194 0.138428 0.084284 Expected Total MS Cnt: 6.25077 Backgound Scale: 1.03346. ITERATION NUMBER 973. Current Log-Posterior: 173658 Step Size: 54923.01868 Smoothing Hyper-parameters: 0.104958 0.072375 0.035358 0.198565 0.001593 0.061908 0.183159 Expected Total MS Cnt: 6.16101 Backgound Scale: 1.02728. ITERATION NUMBER 974. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.231048 0.244266 0.271043 0.141464 0.161299 0.126384 0.217517 Expected Total MS Cnt: 2.11335 Backgound Scale: 1.03339. ITERATION NUMBER 975. Current Log-Posterior: 75653.3 Step Size: -inf Smoothing Hyper-parameters: 0.069517 0.154684 0.246615 0.117659 0.158300 0.133040 0.314308 Expected Total MS Cnt: 2.0523 Backgound Scale: 1.03405. ITERATION NUMBER 976. Current Log-Posterior: 202352 Step Size: 126698.2164 Smoothing Hyper-parameters: 0.152546 0.101364 0.096140 0.102157 0.109338 0.034301 0.058338 Expected Total MS Cnt: 0.600066 Backgound Scale: 1.03007. ITERATION NUMBER 977. Current Log-Posterior: 123963 Step Size: -78388.33529 Smoothing Hyper-parameters: 0.178789 0.133224 0.174517 0.098530 0.268639 0.230706 0.020279 Expected Total MS Cnt: 1.84387 Backgound Scale: 1.0245. ITERATION NUMBER 978. Current Log-Posterior: 101853 Step Size: -22110.22068 Smoothing Hyper-parameters: 0.115925 0.252711 0.084607 0.251996 0.063301 0.217697 0.160684 Expected Total MS Cnt: 1.67742 Backgound Scale: 1.01071. ITERATION NUMBER 979. Current Log-Posterior: 130933 Step Size: 29079.64758 Smoothing Hyper-parameters: 0.146461 0.286796 0.160208 0.026140 0.105598 0.186014 0.253430 Expected Total MS Cnt: 1.78747 Backgound Scale: 1.02697. ITERATION NUMBER 980. Current Log-Posterior: 111484 Step Size: -19449.09318 Smoothing Hyper-parameters: 0.207008 0.141879 0.157510 0.063259 0.113397 0.265535 0.019615 Expected Total MS Cnt: 3.40389 Backgound Scale: 1.05058. ITERATION NUMBER 981. Current Log-Posterior: 92988 Step Size: -18495.58333 Smoothing Hyper-parameters: 0.126599 0.087613 0.084925 0.226559 0.193414 0.152950 0.068338 Expected Total MS Cnt: 3.44802 Backgound Scale: 1.03861. ITERATION NUMBER 982. Current Log-Posterior: 144051 Step Size: 51062.75275 Smoothing Hyper-parameters: 0.112061 0.100042 0.162337 0.164363 0.047280 0.300534 0.015839 Expected Total MS Cnt: 2.63789 Backgound Scale: 1.02479. ITERATION NUMBER 983. Current Log-Posterior: 151153 Step Size: 7102.726906 Smoothing Hyper-parameters: 0.060819 0.271156 0.262849 0.202329 0.206943 0.178774 0.253202 Expected Total MS Cnt: 0.740865 Backgound Scale: 1.03793. ITERATION NUMBER 984. Current Log-Posterior: 217424 Step Size: 66270.39018 Smoothing Hyper-parameters: 0.180413 0.302810 0.109680 0.386338 0.131808 0.212290 0.193651 Expected Total MS Cnt: 2.30249 Backgound Scale: 1.0259. ITERATION NUMBER 985. Current Log-Posterior: 90880.7 Step Size: -126543.1727 Smoothing Hyper-parameters: 0.255824 0.207025 0.101936 0.083784 0.204023 0.131851 0.229730 Expected Total MS Cnt: 1.50797 Backgound Scale: 1.03129. ITERATION NUMBER 986. Current Log-Posterior: 78080.4 Step Size: -12800.29732 Smoothing Hyper-parameters: 0.186277 0.284750 0.231817 0.153683 0.275878 0.118695 0.256093 Expected Total MS Cnt: 0.221801 Backgound Scale: 1.02493. ITERATION NUMBER 987. Current Log-Posterior: 85769.1 Step Size: 7688.7047 Smoothing Hyper-parameters: 0.108285 0.208659 0.197016 0.150227 0.092121 0.228483 0.195999 Expected Total MS Cnt: 1.32099 Backgound Scale: 1.03327. ITERATION NUMBER 988. Current Log-Posterior: 136052 Step Size: 50282.75926 Smoothing Hyper-parameters: 0.096528 0.067581 0.277493 0.097017 0.054395 0.260955 0.269762 Expected Total MS Cnt: 0.410926 Backgound Scale: 1.03141. ITERATION NUMBER 989. Current Log-Posterior: 181222 Step Size: 45169.71187 Smoothing Hyper-parameters: 0.170249 0.164873 0.154812 0.111318 0.114236 0.062532 0.074928 Expected Total MS Cnt: 0.934026 Backgound Scale: 1.03348. ITERATION NUMBER 990. Current Log-Posterior: 103108 Step Size: -78113.4624 Smoothing Hyper-parameters: 0.194312 0.168691 0.203262 0.178156 0.221939 0.030671 0.165643 Expected Total MS Cnt: 1.37171 Backgound Scale: 1.02652. ITERATION NUMBER 991. Current Log-Posterior: 91266.1 Step Size: -11841.99341 Smoothing Hyper-parameters: 0.072240 0.192768 0.140556 0.281835 0.104548 0.240505 0.186248 Expected Total MS Cnt: 1.61931 Backgound Scale: 1.01334. ITERATION NUMBER 992. Current Log-Posterior: 193937 Step Size: 102670.9095 Smoothing Hyper-parameters: 0.188457 0.195901 0.211726 0.192684 0.072512 0.236704 0.252510 Expected Total MS Cnt: 2.97414 Backgound Scale: 1.02634. ITERATION NUMBER 993. Current Log-Posterior: 89928.2 Step Size: -104008.7801 Smoothing Hyper-parameters: 0.120325 0.253563 0.169831 0.196147 0.050419 0.085329 0.067358 Expected Total MS Cnt: 5.77075 Backgound Scale: 1.03388. ITERATION NUMBER 994. Current Log-Posterior: 122875 Step Size: 32946.31679 Smoothing Hyper-parameters: 0.195754 0.117759 0.204794 0.125463 0.124318 0.224528 0.129529 Expected Total MS Cnt: 3.9293 Backgound Scale: 1.03638. ITERATION NUMBER 995. Current Log-Posterior: 98263.7 Step Size: -24610.85054 Smoothing Hyper-parameters: 0.203873 0.205974 0.021784 0.099815 0.105706 0.026522 0.049666 Expected Total MS Cnt: 3.82538 Backgound Scale: 1.03043. ITERATION NUMBER 996. Current Log-Posterior: 115686 Step Size: 17422.32972 Smoothing Hyper-parameters: 0.262888 0.288209 0.185897 0.290491 0.116333 0.148583 0.098326 Expected Total MS Cnt: 4.66745 Backgound Scale: 1.01766. ITERATION NUMBER 997. Current Log-Posterior: 66991.9 Step Size: -48694.11524 Smoothing Hyper-parameters: 0.135742 0.140327 0.194943 0.018259 0.331334 0.088494 0.080474 Expected Total MS Cnt: 2.69271 Backgound Scale: 1.01844. ITERATION NUMBER 998. Current Log-Posterior: 130423 Step Size: 63431.24118 Smoothing Hyper-parameters: 0.120288 0.289739 0.273644 0.110838 0.103783 0.047369 0.023228 Expected Total MS Cnt: 2.95946 Backgound Scale: 1.02514. ITERATION NUMBER 999. Current Log-Posterior: 121186 Step Size: -9237.462937 Smoothing Hyper-parameters: 0.144521 0.093935 0.144573 0.132289 0.130784 0.115977 0.232035 Expected Total MS Cnt: 2.44061 Backgound Scale: 1.00891. ITERATION NUMBER 1000. Current Log-Posterior: 126553 Step Size: 5366.998327 Smoothing Hyper-parameters: 0.095850 0.138533 0.121865 0.045679 0.197339 0.093971 0.058913 Expected Total MS Cnt: 9.04291 Backgound Scale: 1.03292. > movie(mcmc.sample)