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 ../poiss_g1-9_g004gt1GeVpadded64x64b.txt cnt.txt cp ../ModelDataPaddedIntTime1.0.64sq.070130b.txt bkg.txt cp map_ex1.txt map.txt cat run-bayes-image-analysis.sh > do_emc2c1_ModelDataPaddedIntTime1.0.64sq.070130bon_counts_g1-9_g004gt1GeV64x64b.it1000.ms100gamttlcnt_1_.05FitS0.070130b.log echo "Using starting src of:" >> do_emc2c1_ModelDataPaddedIntTime1.0.64sq.070130bon_counts_g1-9_g004gt1GeV64x64b.it1000.ms100gamttlcnt_1_.05FitS0.070130b.log head src.txt >> do_emc2c1_ModelDataPaddedIntTime1.0.64sq.070130bon_counts_g1-9_g004gt1GeV64x64b.it1000.ms100gamttlcnt_1_.05FitS0.070130b.log echo "Using PSF of:" >> do_emc2c1_ModelDataPaddedIntTime1.0.64sq.070130bon_counts_g1-9_g004gt1GeV64x64b.it1000.ms100gamttlcnt_1_.05FitS0.070130b.log head psf.txt >> do_emc2c1_ModelDataPaddedIntTime1.0.64sq.070130bon_counts_g1-9_g004gt1GeV64x64b.it1000.ms100gamttlcnt_1_.05FitS0.070130b.log ##alanna-connors-ibook-g4:/AstroCode/EMC2C1/Bayes-Image-Analysis_dvd_060525 avconnors$ more bayes-image-analysis-sqrt.r r --vanilla <> do_emc2c1_ModelDataPaddedIntTime1.0.64sq.070130bon_counts_g1-9_g004gt1GeV64x64b.it1000.ms100gamttlcnt_1_.05FitS0.070130b.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 mv output.txt do_emc2c1_ModelDataPaddedIntTime1.0.64sq.070130bon_counts_g1-9_g004gt1GeV64x64b.it1000.ms100gamttlcnt_1_.05FitS0.070130b.output.txt ### mv dump.txt do_emc2c1_ModelDataPaddedIntTime1.0.64sq.070130bon_counts_g1-9_g004gt1GeV64x64b.it1000.ms100gamttlcnt_1_.05FitS0.070130b.dump.txt ### mv Rplots.ps do_emc2c1_ModelDataPaddedIntTime1.0.64sq.070130bon_counts_g1-9_g004gt1GeV64x64b.it1000.ms100gamttlcnt_1_.05FitS0.070130b.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 64 by 64. The data file should contain a 2^6 by 2^6 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 (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: 214004 Smoothing Hyper-parameters: 1.195523 0.942596 0.583252 0.427627 0.176804 0.245724 Expected Total MS Cnt: 14291.9 Backgound Scale: 10.4164. ITERATION NUMBER 2. Current Log-Posterior: 371493 Step Size: 157489.2484 Smoothing Hyper-parameters: 0.930656 0.828879 0.600020 0.284464 0.275032 0.118708 Expected Total MS Cnt: 14101.6 Backgound Scale: 10.4771. ITERATION NUMBER 3. Current Log-Posterior: 378465 Step Size: 6971.808397 Smoothing Hyper-parameters: 0.792150 0.851209 0.596209 0.394362 0.198268 0.252336 Expected Total MS Cnt: 14995 Backgound Scale: 10.3312. ITERATION NUMBER 4. Current Log-Posterior: 381054 Step Size: 2589.123963 Smoothing Hyper-parameters: 0.655322 0.700820 0.497388 0.421929 0.272999 0.286203 Expected Total MS Cnt: 15981.4 Backgound Scale: 10.1992. ITERATION NUMBER 5. Current Log-Posterior: 383379 Step Size: 2324.834083 Smoothing Hyper-parameters: 0.583437 0.679472 0.495851 0.250444 0.458037 0.148337 Expected Total MS Cnt: 16744.2 Backgound Scale: 10.0748. ITERATION NUMBER 6. Current Log-Posterior: 384770 Step Size: 1390.729071 Smoothing Hyper-parameters: 0.585879 0.620227 0.546865 0.325326 0.290817 0.132460 Expected Total MS Cnt: 17271.5 Backgound Scale: 9.98054. ITERATION NUMBER 7. Current Log-Posterior: 384987 Step Size: 217.6563498 Smoothing Hyper-parameters: 0.459265 0.653280 0.518064 0.274403 0.271921 0.112829 Expected Total MS Cnt: 17973.2 Backgound Scale: 9.93962. ITERATION NUMBER 8. Current Log-Posterior: 386780 Step Size: 1792.997843 Smoothing Hyper-parameters: 0.451487 0.477929 0.474436 0.289805 0.279414 0.203267 Expected Total MS Cnt: 17925.8 Backgound Scale: 9.92062. ITERATION NUMBER 9. Current Log-Posterior: 387586 Step Size: 805.2764578 Smoothing Hyper-parameters: 0.410948 0.482709 0.401156 0.321066 0.314946 0.105466 Expected Total MS Cnt: 18427.5 Backgound Scale: 9.91082. ITERATION NUMBER 10. Current Log-Posterior: 388340 Step Size: 754.7574072 Smoothing Hyper-parameters: 0.366252 0.588585 0.513646 0.291901 0.128139 0.208374 Expected Total MS Cnt: 18716.3 Backgound Scale: 9.86524. ITERATION NUMBER 11. Current Log-Posterior: 389059 Step Size: 718.1841126 Smoothing Hyper-parameters: 0.407816 0.484026 0.454577 0.283421 0.248665 0.235958 Expected Total MS Cnt: 18946.7 Backgound Scale: 9.78732. ITERATION NUMBER 12. Current Log-Posterior: 388664 Step Size: -394.0325159 Smoothing Hyper-parameters: 0.320680 0.540759 0.483099 0.334782 0.215504 0.219186 Expected Total MS Cnt: 19198.3 Backgound Scale: 9.77997. ITERATION NUMBER 13. Current Log-Posterior: 390438 Step Size: 1773.520265 Smoothing Hyper-parameters: 0.409965 0.480012 0.463392 0.242347 0.199114 0.337375 Expected Total MS Cnt: 19539 Backgound Scale: 9.70182. ITERATION NUMBER 14. Current Log-Posterior: 388738 Step Size: -1699.825688 Smoothing Hyper-parameters: 0.417646 0.472613 0.364644 0.337989 0.176250 0.223009 Expected Total MS Cnt: 19607.5 Backgound Scale: 9.65021. ITERATION NUMBER 15. Current Log-Posterior: 388549 Step Size: -188.8315948 Smoothing Hyper-parameters: 0.335675 0.505163 0.522162 0.276080 0.216514 0.251023 Expected Total MS Cnt: 19801.3 Backgound Scale: 9.68416. ITERATION NUMBER 16. Current Log-Posterior: 390221 Step Size: 1671.833029 Smoothing Hyper-parameters: 0.303541 0.520705 0.467322 0.302990 0.335265 0.224722 Expected Total MS Cnt: 19722.6 Backgound Scale: 9.72719. ITERATION NUMBER 17. Current Log-Posterior: 391396 Step Size: 1174.781323 Smoothing Hyper-parameters: 0.351207 0.428154 0.415670 0.365530 0.277114 0.303748 Expected Total MS Cnt: 19937.5 Backgound Scale: 9.69649. ITERATION NUMBER 18. Current Log-Posterior: 390135 Step Size: -1260.850294 Smoothing Hyper-parameters: 0.393234 0.421776 0.441624 0.350725 0.225831 0.186303 Expected Total MS Cnt: 20065.8 Backgound Scale: 9.58448. ITERATION NUMBER 19. Current Log-Posterior: 389345 Step Size: -790.608536 Smoothing Hyper-parameters: 0.325907 0.384823 0.370849 0.306628 0.206579 0.151565 Expected Total MS Cnt: 20280.6 Backgound Scale: 9.60294. ITERATION NUMBER 20. Current Log-Posterior: 391359 Step Size: 2014.289812 Smoothing Hyper-parameters: 0.247604 0.460535 0.509077 0.325065 0.217583 0.132799 Expected Total MS Cnt: 20403.3 Backgound Scale: 9.5984. ITERATION NUMBER 21. Current Log-Posterior: 393442 Step Size: 2083.030588 Smoothing Hyper-parameters: 0.288068 0.376197 0.372684 0.221560 0.214500 0.285239 Expected Total MS Cnt: 20546.3 Backgound Scale: 9.58796. ITERATION NUMBER 22. Current Log-Posterior: 392590 Step Size: -851.3364225 Smoothing Hyper-parameters: 0.289179 0.391284 0.318036 0.247900 0.211984 0.209210 Expected Total MS Cnt: 20685.3 Backgound Scale: 9.63079. ITERATION NUMBER 23. Current Log-Posterior: 392645 Step Size: 54.63059971 Smoothing Hyper-parameters: 0.293461 0.403898 0.410193 0.253758 0.261296 0.168094 Expected Total MS Cnt: 20472.7 Backgound Scale: 9.58371. ITERATION NUMBER 24. Current Log-Posterior: 392153 Step Size: -492.4882256 Smoothing Hyper-parameters: 0.301147 0.381285 0.426943 0.315908 0.319416 0.122804 Expected Total MS Cnt: 20569.7 Backgound Scale: 9.56418. ITERATION NUMBER 25. Current Log-Posterior: 392142 Step Size: -10.73553861 Smoothing Hyper-parameters: 0.261908 0.482461 0.357311 0.346332 0.155453 0.277445 Expected Total MS Cnt: 20675.3 Backgound Scale: 9.6. ITERATION NUMBER 26. Current Log-Posterior: 393248 Step Size: 1106.315741 Smoothing Hyper-parameters: 0.362001 0.418261 0.383335 0.368431 0.236352 0.120287 Expected Total MS Cnt: 20941.1 Backgound Scale: 9.53336. ITERATION NUMBER 27. Current Log-Posterior: 390305 Step Size: -2943.399609 Smoothing Hyper-parameters: 0.352065 0.399860 0.376364 0.334942 0.225698 0.306123 Expected Total MS Cnt: 21193.3 Backgound Scale: 9.53716. ITERATION NUMBER 28. Current Log-Posterior: 390686 Step Size: 381.1068255 Smoothing Hyper-parameters: 0.306073 0.403781 0.359433 0.221418 0.206905 0.309874 Expected Total MS Cnt: 20994.5 Backgound Scale: 9.47147. ITERATION NUMBER 29. Current Log-Posterior: 392051 Step Size: 1365.401225 Smoothing Hyper-parameters: 0.314171 0.462701 0.437767 0.269183 0.336175 0.215313 Expected Total MS Cnt: 21194.2 Backgound Scale: 9.46817. ITERATION NUMBER 30. Current Log-Posterior: 391374 Step Size: -677.481577 Smoothing Hyper-parameters: 0.330204 0.379065 0.298669 0.250976 0.157167 0.215092 Expected Total MS Cnt: 21373.5 Backgound Scale: 9.51545. ITERATION NUMBER 31. Current Log-Posterior: 391425 Step Size: 50.84075051 Smoothing Hyper-parameters: 0.343869 0.412266 0.319551 0.300435 0.225383 0.212539 Expected Total MS Cnt: 21690 Backgound Scale: 9.45154. ITERATION NUMBER 32. Current Log-Posterior: 390788 Step Size: -636.5371757 Smoothing Hyper-parameters: 0.357369 0.472903 0.444021 0.253553 0.167103 0.106859 Expected Total MS Cnt: 21927 Backgound Scale: 9.374. ITERATION NUMBER 33. Current Log-Posterior: 389948 Step Size: -839.8989142 Smoothing Hyper-parameters: 0.307075 0.456889 0.420587 0.288430 0.056720 0.140480 Expected Total MS Cnt: 21947.7 Backgound Scale: 9.41585. ITERATION NUMBER 34. Current Log-Posterior: 391630 Step Size: 1682.081952 Smoothing Hyper-parameters: 0.306908 0.410173 0.395664 0.268505 0.184360 0.176698 Expected Total MS Cnt: 21852.4 Backgound Scale: 9.44909. ITERATION NUMBER 35. Current Log-Posterior: 391688 Step Size: 57.53579401 Smoothing Hyper-parameters: 0.348299 0.430814 0.368019 0.326139 0.206763 0.085581 Expected Total MS Cnt: 21743.2 Backgound Scale: 9.43497. ITERATION NUMBER 36. Current Log-Posterior: 390803 Step Size: -884.4136736 Smoothing Hyper-parameters: 0.332599 0.369744 0.405841 0.224477 0.266752 0.250751 Expected Total MS Cnt: 22123.4 Backgound Scale: 9.31002. ITERATION NUMBER 37. Current Log-Posterior: 391273 Step Size: 469.9351846 Smoothing Hyper-parameters: 0.356669 0.372228 0.436821 0.204634 0.249121 0.215434 Expected Total MS Cnt: 22172.1 Backgound Scale: 9.31855. ITERATION NUMBER 38. Current Log-Posterior: 390755 Step Size: -518.139155 Smoothing Hyper-parameters: 0.342237 0.416530 0.425164 0.297325 0.263402 0.138482 Expected Total MS Cnt: 22215.4 Backgound Scale: 9.35127. ITERATION NUMBER 39. Current Log-Posterior: 390594 Step Size: -161.7308797 Smoothing Hyper-parameters: 0.316359 0.380992 0.381422 0.340138 0.248843 0.266673 Expected Total MS Cnt: 22720.7 Backgound Scale: 9.35262. ITERATION NUMBER 40. Current Log-Posterior: 391606 Step Size: 1012.115774 Smoothing Hyper-parameters: 0.401642 0.339197 0.453369 0.322388 0.275948 0.261595 Expected Total MS Cnt: 22746.1 Backgound Scale: 9.27917. ITERATION NUMBER 41. Current Log-Posterior: 389815 Step Size: -1790.683136 Smoothing Hyper-parameters: 0.367997 0.432874 0.437202 0.325665 0.266161 0.229737 Expected Total MS Cnt: 22468.6 Backgound Scale: 9.33795. ITERATION NUMBER 42. Current Log-Posterior: 390112 Step Size: 296.7712333 Smoothing Hyper-parameters: 0.349994 0.373068 0.408835 0.328566 0.188346 0.116211 Expected Total MS Cnt: 22497.5 Backgound Scale: 9.31675. ITERATION NUMBER 43. Current Log-Posterior: 390916 Step Size: 803.9153508 Smoothing Hyper-parameters: 0.371678 0.373151 0.408690 0.261663 0.189262 0.207353 Expected Total MS Cnt: 22884.5 Backgound Scale: 9.31434. ITERATION NUMBER 44. Current Log-Posterior: 390420 Step Size: -495.137789 Smoothing Hyper-parameters: 0.419268 0.280462 0.425559 0.260719 0.158084 0.214980 Expected Total MS Cnt: 22798.1 Backgound Scale: 9.35747. ITERATION NUMBER 45. Current Log-Posterior: 390122 Step Size: -298.9360489 Smoothing Hyper-parameters: 0.395014 0.349246 0.407815 0.334330 0.180593 0.163104 Expected Total MS Cnt: 22714.5 Backgound Scale: 9.31069. ITERATION NUMBER 46. Current Log-Posterior: 389944 Step Size: -177.1438875 Smoothing Hyper-parameters: 0.360098 0.484085 0.367917 0.317952 0.151631 0.146514 Expected Total MS Cnt: 22764.6 Backgound Scale: 9.25756. ITERATION NUMBER 47. Current Log-Posterior: 390114 Step Size: 169.4676491 Smoothing Hyper-parameters: 0.402771 0.407191 0.345050 0.297950 0.230343 0.336805 Expected Total MS Cnt: 22704.5 Backgound Scale: 9.28118. ITERATION NUMBER 48. Current Log-Posterior: 389615 Step Size: -499.3628276 Smoothing Hyper-parameters: 0.478344 0.315860 0.383059 0.266160 0.155744 0.267370 Expected Total MS Cnt: 23198.1 Backgound Scale: 9.21334. ITERATION NUMBER 49. Current Log-Posterior: 388848 Step Size: -766.3608317 Smoothing Hyper-parameters: 0.302441 0.494937 0.388382 0.243707 0.155880 0.157904 Expected Total MS Cnt: 23273 Backgound Scale: 9.16972. ITERATION NUMBER 50. Current Log-Posterior: 391696 Step Size: 2847.428474 Smoothing Hyper-parameters: 0.336457 0.468123 0.495013 0.292943 0.263813 0.069175 Expected Total MS Cnt: 23480.2 Backgound Scale: 9.19401. ITERATION NUMBER 51. Current Log-Posterior: 390827 Step Size: -868.440356 Smoothing Hyper-parameters: 0.368631 0.468626 0.366087 0.251497 0.283309 0.221134 Expected Total MS Cnt: 23145.2 Backgound Scale: 9.19405. ITERATION NUMBER 52. Current Log-Posterior: 390113 Step Size: -714.5792439 Smoothing Hyper-parameters: 0.393648 0.452605 0.378396 0.289248 0.254537 0.106636 Expected Total MS Cnt: 23448.3 Backgound Scale: 9.24967. ITERATION NUMBER 53. Current Log-Posterior: 389608 Step Size: -505.0476558 Smoothing Hyper-parameters: 0.465845 0.383340 0.402551 0.217131 0.278076 0.248714 Expected Total MS Cnt: 23298.1 Backgound Scale: 9.22986. ITERATION NUMBER 54. Current Log-Posterior: 388436 Step Size: -1171.03802 Smoothing Hyper-parameters: 0.507481 0.358238 0.419867 0.286242 0.140621 0.164927 Expected Total MS Cnt: 23148.6 Backgound Scale: 9.26352. ITERATION NUMBER 55. Current Log-Posterior: 387976 Step Size: -460.7789717 Smoothing Hyper-parameters: 0.437179 0.417784 0.424040 0.266661 0.131855 0.110416 Expected Total MS Cnt: 23153.7 Backgound Scale: 9.22082. ITERATION NUMBER 56. Current Log-Posterior: 388875 Step Size: 899.3129167 Smoothing Hyper-parameters: 0.294310 0.488474 0.435715 0.340780 0.318351 0.215096 Expected Total MS Cnt: 22980.5 Backgound Scale: 9.26131. ITERATION NUMBER 57. Current Log-Posterior: 391625 Step Size: 2750.451503 Smoothing Hyper-parameters: 0.446584 0.423490 0.329384 0.263925 0.267425 0.148644 Expected Total MS Cnt: 22952.4 Backgound Scale: 9.25512. ITERATION NUMBER 58. Current Log-Posterior: 388787 Step Size: -2838.017242 Smoothing Hyper-parameters: 0.473484 0.441461 0.355404 0.313244 0.200818 0.291122 Expected Total MS Cnt: 23232.3 Backgound Scale: 9.2. ITERATION NUMBER 59. Current Log-Posterior: 388291 Step Size: -496.6408202 Smoothing Hyper-parameters: 0.417834 0.461318 0.414774 0.258662 0.170826 0.222790 Expected Total MS Cnt: 23369.9 Backgound Scale: 9.22526. ITERATION NUMBER 60. Current Log-Posterior: 389071 Step Size: 779.9466089 Smoothing Hyper-parameters: 0.333529 0.466905 0.352418 0.367318 0.186230 0.233030 Expected Total MS Cnt: 23418 Backgound Scale: 9.17595. ITERATION NUMBER 61. Current Log-Posterior: 390751 Step Size: 1679.900072 Smoothing Hyper-parameters: 0.337611 0.425720 0.441936 0.273732 0.280634 0.283768 Expected Total MS Cnt: 23449.7 Backgound Scale: 9.21753. ITERATION NUMBER 62. Current Log-Posterior: 390693 Step Size: -57.71266686 Smoothing Hyper-parameters: 0.448112 0.410747 0.432674 0.283441 0.184395 0.190927 Expected Total MS Cnt: 23346.5 Backgound Scale: 9.19333. ITERATION NUMBER 63. Current Log-Posterior: 388585 Step Size: -2107.770424 Smoothing Hyper-parameters: 0.473874 0.385071 0.466975 0.335024 0.350223 0.207454 Expected Total MS Cnt: 23505.7 Backgound Scale: 9.22138. ITERATION NUMBER 64. Current Log-Posterior: 388247 Step Size: -338.0706949 Smoothing Hyper-parameters: 0.361188 0.404998 0.339433 0.238305 0.354122 0.279107 Expected Total MS Cnt: 23541.5 Backgound Scale: 9.16773. ITERATION NUMBER 65. Current Log-Posterior: 390662 Step Size: 2414.463095 Smoothing Hyper-parameters: 0.416401 0.406317 0.432728 0.228035 0.147607 0.122358 Expected Total MS Cnt: 23616.7 Backgound Scale: 9.17363. ITERATION NUMBER 66. Current Log-Posterior: 389372 Step Size: -1289.098148 Smoothing Hyper-parameters: 0.443213 0.435832 0.406724 0.323031 0.192193 0.181481 Expected Total MS Cnt: 23607.8 Backgound Scale: 9.20112. ITERATION NUMBER 67. Current Log-Posterior: 388556 Step Size: -816.2103153 Smoothing Hyper-parameters: 0.315853 0.543665 0.446508 0.280829 0.258848 0.322623 Expected Total MS Cnt: 23582.9 Backgound Scale: 9.16489. ITERATION NUMBER 68. Current Log-Posterior: 391018 Step Size: 2461.980621 Smoothing Hyper-parameters: 0.375952 0.439478 0.414542 0.219669 0.244844 0.320516 Expected Total MS Cnt: 23612.5 Backgound Scale: 9.18309. ITERATION NUMBER 69. Current Log-Posterior: 389965 Step Size: -1053.513607 Smoothing Hyper-parameters: 0.439701 0.419420 0.513048 0.257737 0.211728 0.227438 Expected Total MS Cnt: 23699.2 Backgound Scale: 9.14456. ITERATION NUMBER 70. Current Log-Posterior: 388757 Step Size: -1207.809667 Smoothing Hyper-parameters: 0.408289 0.383695 0.417458 0.317026 0.188150 0.139753 Expected Total MS Cnt: 23906.7 Backgound Scale: 9.14861. ITERATION NUMBER 71. Current Log-Posterior: 389554 Step Size: 796.5809916 Smoothing Hyper-parameters: 0.428463 0.367911 0.442772 0.248076 0.350676 0.183824 Expected Total MS Cnt: 23988.7 Backgound Scale: 9.14874. ITERATION NUMBER 72. Current Log-Posterior: 389341 Step Size: -212.4966917 Smoothing Hyper-parameters: 0.311724 0.421320 0.410417 0.244796 0.310800 0.131319 Expected Total MS Cnt: 24005.1 Backgound Scale: 9.11943. ITERATION NUMBER 73. Current Log-Posterior: 392119 Step Size: 2778.470272 Smoothing Hyper-parameters: 0.387676 0.434324 0.439121 0.293520 0.185486 0.181403 Expected Total MS Cnt: 24052.1 Backgound Scale: 9.13412. ITERATION NUMBER 74. Current Log-Posterior: 389715 Step Size: -2404.387428 Smoothing Hyper-parameters: 0.411941 0.459145 0.419578 0.326964 0.203395 0.243266 Expected Total MS Cnt: 23813.1 Backgound Scale: 9.13924. ITERATION NUMBER 75. Current Log-Posterior: 389071 Step Size: -643.6183846 Smoothing Hyper-parameters: 0.438968 0.414661 0.391548 0.386320 0.203197 0.178777 Expected Total MS Cnt: 24081.2 Backgound Scale: 9.10504. ITERATION NUMBER 76. Current Log-Posterior: 388695 Step Size: -376.2188538 Smoothing Hyper-parameters: 0.308056 0.467938 0.331168 0.323762 0.296220 0.235614 Expected Total MS Cnt: 24386 Backgound Scale: 9.14844. ITERATION NUMBER 77. Current Log-Posterior: 391897 Step Size: 3201.70177 Smoothing Hyper-parameters: 0.352421 0.358749 0.452223 0.284763 0.218281 0.228559 Expected Total MS Cnt: 24361.9 Backgound Scale: 9.04455. ITERATION NUMBER 78. Current Log-Posterior: 390920 Step Size: -976.7697807 Smoothing Hyper-parameters: 0.340702 0.338773 0.445032 0.180666 0.172802 0.269870 Expected Total MS Cnt: 24578 Backgound Scale: 9.08649. ITERATION NUMBER 79. Current Log-Posterior: 391385 Step Size: 465.1496075 Smoothing Hyper-parameters: 0.427480 0.428827 0.391630 0.384969 0.162505 0.165416 Expected Total MS Cnt: 24466 Backgound Scale: 9.0726. ITERATION NUMBER 80. Current Log-Posterior: 388901 Step Size: -2483.933284 Smoothing Hyper-parameters: 0.433002 0.406207 0.369648 0.357392 0.195053 0.255449 Expected Total MS Cnt: 24529.7 Backgound Scale: 8.99161. ITERATION NUMBER 81. Current Log-Posterior: 389053 Step Size: 151.527285 Smoothing Hyper-parameters: 0.407989 0.464281 0.390157 0.277574 0.296195 0.055764 Expected Total MS Cnt: 24613 Backgound Scale: 9.03282. ITERATION NUMBER 82. Current Log-Posterior: 389202 Step Size: 148.6407855 Smoothing Hyper-parameters: 0.388002 0.465752 0.457469 0.253848 0.182488 0.221082 Expected Total MS Cnt: 25139.5 Backgound Scale: 9.00999. ITERATION NUMBER 83. Current Log-Posterior: 389654 Step Size: 452.7283544 Smoothing Hyper-parameters: 0.342230 0.495353 0.425890 0.253289 0.285226 0.151550 Expected Total MS Cnt: 24991.9 Backgound Scale: 8.98512. ITERATION NUMBER 84. Current Log-Posterior: 390670 Step Size: 1015.369835 Smoothing Hyper-parameters: 0.386663 0.385380 0.529002 0.299766 0.303261 0.238667 Expected Total MS Cnt: 25128 Backgound Scale: 8.99335. ITERATION NUMBER 85. Current Log-Posterior: 389649 Step Size: -1021.026086 Smoothing Hyper-parameters: 0.400787 0.434473 0.413631 0.233343 0.266744 0.160084 Expected Total MS Cnt: 24945.3 Backgound Scale: 9.01565. ITERATION NUMBER 86. Current Log-Posterior: 389559 Step Size: -89.30456414 Smoothing Hyper-parameters: 0.359285 0.489434 0.428750 0.266174 0.167542 0.098961 Expected Total MS Cnt: 25478.7 Backgound Scale: 9.02606. ITERATION NUMBER 87. Current Log-Posterior: 390207 Step Size: 647.5965149 Smoothing Hyper-parameters: 0.416048 0.467478 0.406415 0.381285 0.138688 0.254178 Expected Total MS Cnt: 25377.6 Backgound Scale: 8.93825. ITERATION NUMBER 88. Current Log-Posterior: 389065 Step Size: -1142.054758 Smoothing Hyper-parameters: 0.390196 0.499437 0.475981 0.284210 0.257758 0.173707 Expected Total MS Cnt: 24939.9 Backgound Scale: 9.01771. ITERATION NUMBER 89. Current Log-Posterior: 389408 Step Size: 343.4965443 Smoothing Hyper-parameters: 0.396962 0.407407 0.437251 0.276888 0.265181 0.106928 Expected Total MS Cnt: 25277.8 Backgound Scale: 8.93402. ITERATION NUMBER 90. Current Log-Posterior: 389854 Step Size: 445.1840468 Smoothing Hyper-parameters: 0.422680 0.520442 0.391170 0.232380 0.234058 0.276992 Expected Total MS Cnt: 25132.8 Backgound Scale: 8.94955. ITERATION NUMBER 91. Current Log-Posterior: 388789 Step Size: -1064.289033 Smoothing Hyper-parameters: 0.358727 0.482918 0.394497 0.262524 0.219294 0.133914 Expected Total MS Cnt: 24981.9 Backgound Scale: 9.02472. ITERATION NUMBER 92. Current Log-Posterior: 390174 Step Size: 1384.950853 Smoothing Hyper-parameters: 0.400076 0.486402 0.414876 0.403005 0.174579 0.146347 Expected Total MS Cnt: 25177.7 Backgound Scale: 9.03175. ITERATION NUMBER 93. Current Log-Posterior: 389343 Step Size: -830.8872495 Smoothing Hyper-parameters: 0.443223 0.491886 0.382255 0.323519 0.144611 0.284294 Expected Total MS Cnt: 25388.5 Backgound Scale: 8.96865. ITERATION NUMBER 94. Current Log-Posterior: 388507 Step Size: -836.772089 Smoothing Hyper-parameters: 0.366827 0.407301 0.329563 0.299347 0.138960 0.183903 Expected Total MS Cnt: 24974.9 Backgound Scale: 8.97427. ITERATION NUMBER 95. Current Log-Posterior: 390301 Step Size: 1794.894694 Smoothing Hyper-parameters: 0.438584 0.492111 0.344659 0.277647 0.298766 0.307092 Expected Total MS Cnt: 25324.2 Backgound Scale: 8.96519. ITERATION NUMBER 96. Current Log-Posterior: 388677 Step Size: -1624.587286 Smoothing Hyper-parameters: 0.418675 0.451323 0.462208 0.255512 0.193648 0.253730 Expected Total MS Cnt: 25509.1 Backgound Scale: 8.99539. ITERATION NUMBER 97. Current Log-Posterior: 389077 Step Size: 399.8057714 Smoothing Hyper-parameters: 0.376140 0.539871 0.421660 0.345722 0.132267 0.235892 Expected Total MS Cnt: 25555.3 Backgound Scale: 8.993. ITERATION NUMBER 98. Current Log-Posterior: 389775 Step Size: 697.8535865 Smoothing Hyper-parameters: 0.402125 0.390091 0.378983 0.338827 0.259473 0.196677 Expected Total MS Cnt: 25400.7 Backgound Scale: 8.90486. ITERATION NUMBER 99. Current Log-Posterior: 389685 Step Size: -89.76693119 Smoothing Hyper-parameters: 0.404973 0.381833 0.331941 0.327679 0.249296 0.239821 Expected Total MS Cnt: 24980.7 Backgound Scale: 8.97658. ITERATION NUMBER 100. Current Log-Posterior: 389909 Step Size: 224.2065043 Smoothing Hyper-parameters: 0.371247 0.455178 0.389684 0.266384 0.207534 0.238915 Expected Total MS Cnt: 25198.4 Backgound Scale: 8.98102. ITERATION NUMBER 101. Current Log-Posterior: 390100 Step Size: 191.1739452 Smoothing Hyper-parameters: 0.335676 0.437502 0.358903 0.294013 0.218300 0.307013 Expected Total MS Cnt: 25348.4 Backgound Scale: 9.02067. ITERATION NUMBER 102. Current Log-Posterior: 391230 Step Size: 1130.260414 Smoothing Hyper-parameters: 0.343275 0.466154 0.343951 0.327317 0.231498 0.183890 Expected Total MS Cnt: 25324.3 Backgound Scale: 8.95376. ITERATION NUMBER 103. Current Log-Posterior: 390661 Step Size: -569.8406513 Smoothing Hyper-parameters: 0.361159 0.349395 0.298448 0.368942 0.164100 0.201415 Expected Total MS Cnt: 25201.9 Backgound Scale: 8.96071. ITERATION NUMBER 104. Current Log-Posterior: 390864 Step Size: 203.6784846 Smoothing Hyper-parameters: 0.358778 0.440751 0.417474 0.284314 0.339814 0.170675 Expected Total MS Cnt: 25081.5 Backgound Scale: 8.9512. ITERATION NUMBER 105. Current Log-Posterior: 390329 Step Size: -534.8930584 Smoothing Hyper-parameters: 0.365460 0.424045 0.472000 0.200317 0.335524 0.141928 Expected Total MS Cnt: 25117.3 Backgound Scale: 8.96392. ITERATION NUMBER 106. Current Log-Posterior: 390165 Step Size: -164.7903201 Smoothing Hyper-parameters: 0.332436 0.463129 0.529366 0.280536 0.242960 0.126864 Expected Total MS Cnt: 25257 Backgound Scale: 9.03369. ITERATION NUMBER 107. Current Log-Posterior: 390815 Step Size: 650.3578611 Smoothing Hyper-parameters: 0.396755 0.448659 0.422911 0.320449 0.356393 0.313256 Expected Total MS Cnt: 24869.6 Backgound Scale: 9.0043. ITERATION NUMBER 108. Current Log-Posterior: 389468 Step Size: -1347.025451 Smoothing Hyper-parameters: 0.479691 0.378296 0.473295 0.315646 0.158585 0.265226 Expected Total MS Cnt: 24679.1 Backgound Scale: 9.03442. ITERATION NUMBER 109. Current Log-Posterior: 388403 Step Size: -1065.255466 Smoothing Hyper-parameters: 0.449373 0.437338 0.399455 0.373448 0.235746 0.133735 Expected Total MS Cnt: 24999.9 Backgound Scale: 9.02004. ITERATION NUMBER 110. Current Log-Posterior: 388497 Step Size: 94.72019175 Smoothing Hyper-parameters: 0.373642 0.382474 0.398625 0.371000 0.222286 0.091774 Expected Total MS Cnt: 25024.9 Backgound Scale: 9.00312. ITERATION NUMBER 111. Current Log-Posterior: 390173 Step Size: 1675.92714 Smoothing Hyper-parameters: 0.399225 0.453881 0.478747 0.295794 0.158574 0.194980 Expected Total MS Cnt: 25056 Backgound Scale: 8.96264. ITERATION NUMBER 112. Current Log-Posterior: 389359 Step Size: -814.0792385 Smoothing Hyper-parameters: 0.424567 0.508096 0.429423 0.293832 0.249067 0.214432 Expected Total MS Cnt: 25079 Backgound Scale: 8.99519. ITERATION NUMBER 113. Current Log-Posterior: 388668 Step Size: -691.273211 Smoothing Hyper-parameters: 0.387627 0.447887 0.414548 0.297116 0.387136 0.284863 Expected Total MS Cnt: 25118 Backgound Scale: 9.02958. ITERATION NUMBER 114. Current Log-Posterior: 389680 Step Size: 1011.942415 Smoothing Hyper-parameters: 0.469176 0.467660 0.467574 0.275310 0.293026 0.259701 Expected Total MS Cnt: 24987.7 Backgound Scale: 9.00171. ITERATION NUMBER 115. Current Log-Posterior: 388174 Step Size: -1506.062421 Smoothing Hyper-parameters: 0.505431 0.509580 0.500602 0.250489 0.244433 0.175906 Expected Total MS Cnt: 25136.5 Backgound Scale: 9.05302. ITERATION NUMBER 116. Current Log-Posterior: 387389 Step Size: -785.0392708 Smoothing Hyper-parameters: 0.375538 0.494510 0.498944 0.222066 0.204686 0.189794 Expected Total MS Cnt: 25018.4 Backgound Scale: 8.94175. ITERATION NUMBER 117. Current Log-Posterior: 389951 Step Size: 2561.80882 Smoothing Hyper-parameters: 0.380407 0.467818 0.421103 0.220305 0.154885 0.236023 Expected Total MS Cnt: 25479.2 Backgound Scale: 8.96811. ITERATION NUMBER 118. Current Log-Posterior: 389750 Step Size: -200.3664414 Smoothing Hyper-parameters: 0.421028 0.452769 0.324296 0.299572 0.273148 0.124174 Expected Total MS Cnt: 25475.7 Backgound Scale: 8.95783. ITERATION NUMBER 119. Current Log-Posterior: 389120 Step Size: -630.4919142 Smoothing Hyper-parameters: 0.429850 0.518518 0.372322 0.266349 0.228221 0.143073 Expected Total MS Cnt: 25452.7 Backgound Scale: 9.01232. ITERATION NUMBER 120. Current Log-Posterior: 388688 Step Size: -431.5225894 Smoothing Hyper-parameters: 0.448896 0.445261 0.461891 0.288547 0.219999 0.219171 Expected Total MS Cnt: 24913.1 Backgound Scale: 8.98393. ITERATION NUMBER 121. Current Log-Posterior: 388507 Step Size: -180.7792374 Smoothing Hyper-parameters: 0.416647 0.556239 0.419753 0.309361 0.250998 0.284658 Expected Total MS Cnt: 25040.5 Backgound Scale: 8.99937. ITERATION NUMBER 122. Current Log-Posterior: 388768 Step Size: 260.6425294 Smoothing Hyper-parameters: 0.415547 0.477482 0.406294 0.229150 0.165572 0.224192 Expected Total MS Cnt: 25183.8 Backgound Scale: 8.96633. ITERATION NUMBER 123. Current Log-Posterior: 388990 Step Size: 221.5947234 Smoothing Hyper-parameters: 0.357400 0.436751 0.367799 0.381758 0.169401 0.162453 Expected Total MS Cnt: 24711.1 Backgound Scale: 8.99327. ITERATION NUMBER 124. Current Log-Posterior: 390523 Step Size: 1533.761124 Smoothing Hyper-parameters: 0.434792 0.443579 0.489769 0.316864 0.183920 0.137213 Expected Total MS Cnt: 25163.8 Backgound Scale: 8.99663. ITERATION NUMBER 125. Current Log-Posterior: 388763 Step Size: -1760.36921 Smoothing Hyper-parameters: 0.431710 0.449269 0.383399 0.221363 0.234692 0.120891 Expected Total MS Cnt: 25316.5 Backgound Scale: 9.00402. ITERATION NUMBER 126. Current Log-Posterior: 388931 Step Size: 167.4729643 Smoothing Hyper-parameters: 0.429058 0.397517 0.360115 0.358463 0.271935 0.166939 Expected Total MS Cnt: 25249.8 Backgound Scale: 8.9403. ITERATION NUMBER 127. Current Log-Posterior: 389106 Step Size: 175.9350281 Smoothing Hyper-parameters: 0.444545 0.373543 0.379730 0.309875 0.331382 0.256089 Expected Total MS Cnt: 25517.4 Backgound Scale: 8.87132. ITERATION NUMBER 128. Current Log-Posterior: 388953 Step Size: -153.5068046 Smoothing Hyper-parameters: 0.370370 0.407775 0.404208 0.331755 0.233383 0.279277 Expected Total MS Cnt: 25704 Backgound Scale: 8.95461. ITERATION NUMBER 129. Current Log-Posterior: 390278 Step Size: 1324.719902 Smoothing Hyper-parameters: 0.405925 0.419337 0.451092 0.204642 0.214063 0.299840 Expected Total MS Cnt: 25791.5 Backgound Scale: 8.93662. ITERATION NUMBER 130. Current Log-Posterior: 389368 Step Size: -909.6063471 Smoothing Hyper-parameters: 0.353711 0.531786 0.432030 0.339917 0.166729 0.167017 Expected Total MS Cnt: 25519.3 Backgound Scale: 8.96945. ITERATION NUMBER 131. Current Log-Posterior: 390254 Step Size: 886.123059 Smoothing Hyper-parameters: 0.346377 0.451661 0.398104 0.299956 0.235617 0.271802 Expected Total MS Cnt: 25216 Backgound Scale: 8.99473. ITERATION NUMBER 132. Current Log-Posterior: 390654 Step Size: 399.9593577 Smoothing Hyper-parameters: 0.352508 0.435371 0.385904 0.227373 0.201474 0.254248 Expected Total MS Cnt: 25120.9 Backgound Scale: 8.97527. ITERATION NUMBER 133. Current Log-Posterior: 390636 Step Size: -18.19710894 Smoothing Hyper-parameters: 0.427568 0.451866 0.422191 0.240702 0.284849 0.396458 Expected Total MS Cnt: 25607 Backgound Scale: 8.93689. ITERATION NUMBER 134. Current Log-Posterior: 388928 Step Size: -1707.785302 Smoothing Hyper-parameters: 0.401022 0.362221 0.374312 0.224918 0.436167 0.122584 Expected Total MS Cnt: 25355.7 Backgound Scale: 8.94202. ITERATION NUMBER 135. Current Log-Posterior: 389934 Step Size: 1005.554579 Smoothing Hyper-parameters: 0.374051 0.427501 0.445450 0.327492 0.252883 0.197007 Expected Total MS Cnt: 25530.8 Backgound Scale: 8.88809. ITERATION NUMBER 136. Current Log-Posterior: 390084 Step Size: 149.8642859 Smoothing Hyper-parameters: 0.366791 0.491441 0.457388 0.248276 0.278785 0.143942 Expected Total MS Cnt: 25398.6 Backgound Scale: 9.00127. ITERATION NUMBER 137. Current Log-Posterior: 390122 Step Size: 38.15856119 Smoothing Hyper-parameters: 0.440023 0.465696 0.428176 0.275415 0.221170 0.143132 Expected Total MS Cnt: 25261.5 Backgound Scale: 8.92499. ITERATION NUMBER 138. Current Log-Posterior: 388604 Step Size: -1517.566661 Smoothing Hyper-parameters: 0.492522 0.373470 0.421069 0.249786 0.289725 0.216668 Expected Total MS Cnt: 25343.3 Backgound Scale: 8.97518. ITERATION NUMBER 139. Current Log-Posterior: 388288 Step Size: -316.0891909 Smoothing Hyper-parameters: 0.528330 0.368033 0.442556 0.336759 0.226037 0.205817 Expected Total MS Cnt: 25554 Backgound Scale: 8.96199. ITERATION NUMBER 140. Current Log-Posterior: 387721 Step Size: -566.7818609 Smoothing Hyper-parameters: 0.375147 0.530499 0.472393 0.223592 0.434977 0.192938 Expected Total MS Cnt: 25404.8 Backgound Scale: 8.93239. ITERATION NUMBER 141. Current Log-Posterior: 389692 Step Size: 1970.678657 Smoothing Hyper-parameters: 0.467503 0.466969 0.357809 0.360029 0.183470 0.158604 Expected Total MS Cnt: 25085.8 Backgound Scale: 8.99425. ITERATION NUMBER 142. Current Log-Posterior: 388255 Step Size: -1436.543548 Smoothing Hyper-parameters: 0.492748 0.402054 0.400411 0.383718 0.286796 0.212118 Expected Total MS Cnt: 25126.4 Backgound Scale: 8.9656. ITERATION NUMBER 143. Current Log-Posterior: 388080 Step Size: -175.2494325 Smoothing Hyper-parameters: 0.548082 0.396459 0.364753 0.262264 0.229013 0.188963 Expected Total MS Cnt: 24933.5 Backgound Scale: 8.98213. ITERATION NUMBER 144. Current Log-Posterior: 387402 Step Size: -677.9081779 Smoothing Hyper-parameters: 0.406300 0.454594 0.422861 0.314968 0.208389 0.212481 Expected Total MS Cnt: 25216.5 Backgound Scale: 8.96626. ITERATION NUMBER 145. Current Log-Posterior: 389311 Step Size: 1908.783827 Smoothing Hyper-parameters: 0.445584 0.505036 0.341551 0.326847 0.234369 0.123308 Expected Total MS Cnt: 25069.8 Backgound Scale: 8.97039. ITERATION NUMBER 146. Current Log-Posterior: 388442 Step Size: -869.0214099 Smoothing Hyper-parameters: 0.322433 0.503996 0.515397 0.341957 0.198611 0.244781 Expected Total MS Cnt: 25654.6 Backgound Scale: 8.99425. ITERATION NUMBER 147. Current Log-Posterior: 391120 Step Size: 2677.598986 Smoothing Hyper-parameters: 0.409642 0.424869 0.398614 0.318575 0.291943 0.115859 Expected Total MS Cnt: 25546.4 Backgound Scale: 8.92564. ITERATION NUMBER 148. Current Log-Posterior: 389392 Step Size: -1727.741861 Smoothing Hyper-parameters: 0.369382 0.396725 0.449305 0.467839 0.278013 0.222027 Expected Total MS Cnt: 25751.8 Backgound Scale: 8.88783. ITERATION NUMBER 149. Current Log-Posterior: 390193 Step Size: 800.6323962 Smoothing Hyper-parameters: 0.415563 0.458765 0.406002 0.269713 0.193867 0.263570 Expected Total MS Cnt: 25822.1 Backgound Scale: 8.90018. ITERATION NUMBER 150. Current Log-Posterior: 388995 Step Size: -1197.530823 Smoothing Hyper-parameters: 0.413216 0.504330 0.439397 0.235338 0.137109 0.087718 Expected Total MS Cnt: 25842.3 Backgound Scale: 8.97545. ITERATION NUMBER 151. Current Log-Posterior: 388951 Step Size: -44.46527021 Smoothing Hyper-parameters: 0.468622 0.456498 0.473342 0.264206 0.273306 0.289791 Expected Total MS Cnt: 25786.1 Backgound Scale: 8.79929. ITERATION NUMBER 152. Current Log-Posterior: 388175 Step Size: -775.7102827 Smoothing Hyper-parameters: 0.381516 0.474790 0.476380 0.257743 0.198190 0.177178 Expected Total MS Cnt: 25678.9 Backgound Scale: 8.89764. ITERATION NUMBER 153. Current Log-Posterior: 389618 Step Size: 1442.762196 Smoothing Hyper-parameters: 0.367159 0.524134 0.509539 0.329404 0.232327 0.111696 Expected Total MS Cnt: 25450 Backgound Scale: 8.93125. ITERATION NUMBER 154. Current Log-Posterior: 389765 Step Size: 147.8702172 Smoothing Hyper-parameters: 0.393540 0.455251 0.403433 0.264073 0.180383 0.242253 Expected Total MS Cnt: 25679.3 Backgound Scale: 8.88463. ITERATION NUMBER 155. Current Log-Posterior: 389683 Step Size: -82.92333596 Smoothing Hyper-parameters: 0.366012 0.498210 0.457234 0.287648 0.161599 0.143671 Expected Total MS Cnt: 25583.1 Backgound Scale: 8.84233. ITERATION NUMBER 156. Current Log-Posterior: 390008 Step Size: 325.4351981 Smoothing Hyper-parameters: 0.377445 0.396012 0.371321 0.192012 0.216084 0.145363 Expected Total MS Cnt: 25734.8 Backgound Scale: 8.83655. ITERATION NUMBER 157. Current Log-Posterior: 390242 Step Size: 233.5916095 Smoothing Hyper-parameters: 0.391053 0.433296 0.412785 0.321791 0.147314 0.111481 Expected Total MS Cnt: 25864.4 Backgound Scale: 8.84662. ITERATION NUMBER 158. Current Log-Posterior: 389756 Step Size: -485.139047 Smoothing Hyper-parameters: 0.346199 0.525971 0.480061 0.327224 0.294861 0.228830 Expected Total MS Cnt: 25942.6 Backgound Scale: 8.90048. ITERATION NUMBER 159. Current Log-Posterior: 390333 Step Size: 576.6266273 Smoothing Hyper-parameters: 0.402539 0.445770 0.449622 0.289208 0.281959 0.214538 Expected Total MS Cnt: 25773.7 Backgound Scale: 8.93133. ITERATION NUMBER 160. Current Log-Posterior: 389328 Step Size: -1004.783438 Smoothing Hyper-parameters: 0.387340 0.537236 0.417020 0.345942 0.210250 0.286286 Expected Total MS Cnt: 25730.8 Backgound Scale: 8.86282. ITERATION NUMBER 161. Current Log-Posterior: 389410 Step Size: 81.84564355 Smoothing Hyper-parameters: 0.447507 0.477724 0.442452 0.349367 0.239686 0.134104 Expected Total MS Cnt: 25739.6 Backgound Scale: 9.00739. ITERATION NUMBER 162. Current Log-Posterior: 388524 Step Size: -885.8120105 Smoothing Hyper-parameters: 0.381365 0.570409 0.359512 0.229837 0.167659 0.202019 Expected Total MS Cnt: 25261.5 Backgound Scale: 8.95925. ITERATION NUMBER 163. Current Log-Posterior: 389659 Step Size: 1135.007149 Smoothing Hyper-parameters: 0.377646 0.414243 0.408353 0.287414 0.205199 0.330729 Expected Total MS Cnt: 25335.9 Backgound Scale: 8.96799. ITERATION NUMBER 164. Current Log-Posterior: 389938 Step Size: 278.4138638 Smoothing Hyper-parameters: 0.405595 0.475915 0.390773 0.341104 0.172204 0.157933 Expected Total MS Cnt: 25082.2 Backgound Scale: 8.97485. ITERATION NUMBER 165. Current Log-Posterior: 389348 Step Size: -590.040501 Smoothing Hyper-parameters: 0.395347 0.475642 0.383880 0.303699 0.292703 0.161357 Expected Total MS Cnt: 25212.6 Backgound Scale: 8.95369. ITERATION NUMBER 166. Current Log-Posterior: 389342 Step Size: -5.900379307 Smoothing Hyper-parameters: 0.377091 0.435924 0.394735 0.398266 0.186304 0.145057 Expected Total MS Cnt: 25072.8 Backgound Scale: 8.88194. ITERATION NUMBER 167. Current Log-Posterior: 389902 Step Size: 560.5188372 Smoothing Hyper-parameters: 0.388983 0.427075 0.432172 0.316154 0.181662 0.184631 Expected Total MS Cnt: 25166.9 Backgound Scale: 8.94941. ITERATION NUMBER 168. Current Log-Posterior: 389662 Step Size: -240.4762952 Smoothing Hyper-parameters: 0.403319 0.522849 0.392578 0.274595 0.202091 0.240315 Expected Total MS Cnt: 25347 Backgound Scale: 8.95889. ITERATION NUMBER 169. Current Log-Posterior: 389065 Step Size: -596.5531476 Smoothing Hyper-parameters: 0.361989 0.529228 0.497633 0.271812 0.210160 0.229716 Expected Total MS Cnt: 25349.5 Backgound Scale: 8.97677. ITERATION NUMBER 170. Current Log-Posterior: 389908 Step Size: 842.8728768 Smoothing Hyper-parameters: 0.445280 0.424396 0.429399 0.346501 0.128490 0.243474 Expected Total MS Cnt: 25208.6 Backgound Scale: 8.92776. ITERATION NUMBER 171. Current Log-Posterior: 388645 Step Size: -1263.082881 Smoothing Hyper-parameters: 0.428602 0.480049 0.338074 0.306002 0.335463 0.190155 Expected Total MS Cnt: 25233 Backgound Scale: 8.93206. ITERATION NUMBER 172. Current Log-Posterior: 388909 Step Size: 264.1353702 Smoothing Hyper-parameters: 0.433442 0.540670 0.359863 0.362815 0.169732 0.177855 Expected Total MS Cnt: 25397.2 Backgound Scale: 8.95587. ITERATION NUMBER 173. Current Log-Posterior: 388747 Step Size: -162.5427354 Smoothing Hyper-parameters: 0.437423 0.444085 0.376713 0.243246 0.351121 0.173993 Expected Total MS Cnt: 25410.7 Backgound Scale: 8.96663. ITERATION NUMBER 174. Current Log-Posterior: 388965 Step Size: 218.7076184 Smoothing Hyper-parameters: 0.438377 0.591132 0.371316 0.305919 0.198364 0.171406 Expected Total MS Cnt: 25470 Backgound Scale: 8.92863. ITERATION NUMBER 175. Current Log-Posterior: 388247 Step Size: -718.3638489 Smoothing Hyper-parameters: 0.386063 0.504901 0.465587 0.283995 0.188317 0.255124 Expected Total MS Cnt: 25596.1 Backgound Scale: 8.92774. ITERATION NUMBER 176. Current Log-Posterior: 389466 Step Size: 1218.746267 Smoothing Hyper-parameters: 0.464031 0.455332 0.344129 0.266571 0.230190 0.166553 Expected Total MS Cnt: 25277.2 Backgound Scale: 8.93834. ITERATION NUMBER 177. Current Log-Posterior: 388286 Step Size: -1179.611836 Smoothing Hyper-parameters: 0.391751 0.588561 0.364119 0.417379 0.278543 0.221370 Expected Total MS Cnt: 24997.9 Backgound Scale: 8.99882. ITERATION NUMBER 178. Current Log-Posterior: 389201 Step Size: 914.8828291 Smoothing Hyper-parameters: 0.389176 0.604451 0.395061 0.348776 0.234352 0.149436 Expected Total MS Cnt: 24906.4 Backgound Scale: 8.98861. ITERATION NUMBER 179. Current Log-Posterior: 388975 Step Size: -225.9402277 Smoothing Hyper-parameters: 0.413903 0.420149 0.409387 0.403949 0.182370 0.196246 Expected Total MS Cnt: 25114.7 Backgound Scale: 9.01789. ITERATION NUMBER 180. Current Log-Posterior: 389328 Step Size: 352.5039287 Smoothing Hyper-parameters: 0.450295 0.395994 0.448836 0.308863 0.195392 0.241879 Expected Total MS Cnt: 25005.3 Backgound Scale: 9.00782. ITERATION NUMBER 181. Current Log-Posterior: 388821 Step Size: -506.232511 Smoothing Hyper-parameters: 0.373892 0.451963 0.434542 0.298620 0.219766 0.283205 Expected Total MS Cnt: 25196 Backgound Scale: 8.94413. ITERATION NUMBER 182. Current Log-Posterior: 389863 Step Size: 1041.263315 Smoothing Hyper-parameters: 0.428354 0.394420 0.404836 0.371095 0.209057 0.201765 Expected Total MS Cnt: 25175.3 Backgound Scale: 8.99243. ITERATION NUMBER 183. Current Log-Posterior: 389168 Step Size: -694.2492522 Smoothing Hyper-parameters: 0.406331 0.455543 0.505619 0.361272 0.187769 0.296942 Expected Total MS Cnt: 25078.8 Backgound Scale: 9.03344. ITERATION NUMBER 184. Current Log-Posterior: 389193 Step Size: 24.3504142 Smoothing Hyper-parameters: 0.441816 0.485093 0.408083 0.288703 0.188586 0.193138 Expected Total MS Cnt: 25294.1 Backgound Scale: 8.99891. ITERATION NUMBER 185. Current Log-Posterior: 388544 Step Size: -648.2868654 Smoothing Hyper-parameters: 0.402479 0.530944 0.417524 0.313703 0.211980 0.199681 Expected Total MS Cnt: 24692.9 Backgound Scale: 8.99209. ITERATION NUMBER 186. Current Log-Posterior: 389072 Step Size: 527.2264833 Smoothing Hyper-parameters: 0.362431 0.484635 0.440770 0.304706 0.089700 0.142159 Expected Total MS Cnt: 24866 Backgound Scale: 9.0006. ITERATION NUMBER 187. Current Log-Posterior: 390019 Step Size: 947.8317925 Smoothing Hyper-parameters: 0.418190 0.369369 0.511292 0.273114 0.322178 0.287524 Expected Total MS Cnt: 24690.3 Backgound Scale: 9.03349. ITERATION NUMBER 188. Current Log-Posterior: 389269 Step Size: -750.3036455 Smoothing Hyper-parameters: 0.427639 0.472949 0.414406 0.228975 0.307037 0.299699 Expected Total MS Cnt: 25045.3 Backgound Scale: 8.94086. ITERATION NUMBER 189. Current Log-Posterior: 388672 Step Size: -596.7731882 Smoothing Hyper-parameters: 0.390418 0.480708 0.388070 0.247129 0.156181 0.288032 Expected Total MS Cnt: 25317.2 Backgound Scale: 8.96645. ITERATION NUMBER 190. Current Log-Posterior: 389645 Step Size: 972.7654631 Smoothing Hyper-parameters: 0.452641 0.511408 0.441883 0.287744 0.223582 0.269958 Expected Total MS Cnt: 25360.3 Backgound Scale: 8.94136. ITERATION NUMBER 191. Current Log-Posterior: 388253 Step Size: -1392.634942 Smoothing Hyper-parameters: 0.499426 0.394068 0.530245 0.299778 0.191162 0.289377 Expected Total MS Cnt: 25546.9 Backgound Scale: 9.01609. ITERATION NUMBER 192. Current Log-Posterior: 387960 Step Size: -292.9150198 Smoothing Hyper-parameters: 0.475689 0.560109 0.444898 0.285870 0.245622 0.180548 Expected Total MS Cnt: 24988.9 Backgound Scale: 9.01834. ITERATION NUMBER 193. Current Log-Posterior: 387689 Step Size: -270.9927107 Smoothing Hyper-parameters: 0.387407 0.474083 0.432633 0.262807 0.343419 0.177490 Expected Total MS Cnt: 25022.6 Backgound Scale: 9.04945. ITERATION NUMBER 194. Current Log-Posterior: 389595 Step Size: 1906.866522 Smoothing Hyper-parameters: 0.391539 0.535334 0.483112 0.359874 0.245807 0.221985 Expected Total MS Cnt: 24988.3 Backgound Scale: 9.00194. ITERATION NUMBER 195. Current Log-Posterior: 389278 Step Size: -317.7790306 Smoothing Hyper-parameters: 0.372033 0.446138 0.488293 0.372418 0.127560 0.192312 Expected Total MS Cnt: 24912.4 Backgound Scale: 8.98378. ITERATION NUMBER 196. Current Log-Posterior: 390007 Step Size: 728.931256 Smoothing Hyper-parameters: 0.396685 0.583026 0.430095 0.314586 0.324197 0.245548 Expected Total MS Cnt: 24843.4 Backgound Scale: 8.99251. ITERATION NUMBER 197. Current Log-Posterior: 389130 Step Size: -877.091628 Smoothing Hyper-parameters: 0.472002 0.398166 0.399744 0.238968 0.168998 0.221044 Expected Total MS Cnt: 24823.8 Backgound Scale: 9.12887. ITERATION NUMBER 198. Current Log-Posterior: 388456 Step Size: -673.2132478 Smoothing Hyper-parameters: 0.419645 0.513357 0.366897 0.228059 0.234721 0.217211 Expected Total MS Cnt: 24655.5 Backgound Scale: 9.0118. ITERATION NUMBER 199. Current Log-Posterior: 388908 Step Size: 451.5613869 Smoothing Hyper-parameters: 0.412057 0.474649 0.517001 0.293751 0.319465 0.155229 Expected Total MS Cnt: 24576 Backgound Scale: 9.03468. ITERATION NUMBER 200. Current Log-Posterior: 388997 Step Size: 89.50314402 Smoothing Hyper-parameters: 0.392155 0.441704 0.389224 0.341672 0.227860 0.177814 Expected Total MS Cnt: 24569.5 Backgound Scale: 9.02476. ITERATION NUMBER 201. Current Log-Posterior: 389572 Step Size: 574.3916514 Smoothing Hyper-parameters: 0.398640 0.572545 0.401792 0.315933 0.198607 0.328309 Expected Total MS Cnt: 25011.6 Backgound Scale: 9.01039. ITERATION NUMBER 202. Current Log-Posterior: 389042 Step Size: -529.4725228 Smoothing Hyper-parameters: 0.399447 0.445468 0.301955 0.292087 0.150483 0.190039 Expected Total MS Cnt: 24998.5 Backgound Scale: 8.98438. ITERATION NUMBER 203. Current Log-Posterior: 389581 Step Size: 538.6751461 Smoothing Hyper-parameters: 0.370215 0.454930 0.468239 0.323318 0.197906 0.146736 Expected Total MS Cnt: 25117.1 Backgound Scale: 8.96539. ITERATION NUMBER 204. Current Log-Posterior: 389923 Step Size: 342.252257 Smoothing Hyper-parameters: 0.414321 0.442835 0.403305 0.356874 0.181713 0.331879 Expected Total MS Cnt: 25388.3 Backgound Scale: 8.94219. ITERATION NUMBER 205. Current Log-Posterior: 389182 Step Size: -741.1629936 Smoothing Hyper-parameters: 0.405396 0.442749 0.533671 0.277105 0.305711 0.152668 Expected Total MS Cnt: 24799.2 Backgound Scale: 9.02229. ITERATION NUMBER 206. Current Log-Posterior: 389275 Step Size: 93.065496 Smoothing Hyper-parameters: 0.402919 0.460318 0.474462 0.198761 0.293411 0.352645 Expected Total MS Cnt: 24795.7 Backgound Scale: 9.06074. ITERATION NUMBER 207. Current Log-Posterior: 389245 Step Size: -29.85329947 Smoothing Hyper-parameters: 0.367015 0.388732 0.365402 0.252537 0.336973 0.145323 Expected Total MS Cnt: 25058.1 Backgound Scale: 9.01757. ITERATION NUMBER 208. Current Log-Posterior: 390400 Step Size: 1154.362429 Smoothing Hyper-parameters: 0.380461 0.447816 0.382141 0.252521 0.289867 0.173056 Expected Total MS Cnt: 24663.2 Backgound Scale: 9.1426. ITERATION NUMBER 209. Current Log-Posterior: 389812 Step Size: -587.1574841 Smoothing Hyper-parameters: 0.366626 0.441384 0.354221 0.253675 0.304129 0.236987 Expected Total MS Cnt: 24141.9 Backgound Scale: 9.12648. ITERATION NUMBER 210. Current Log-Posterior: 390340 Step Size: 527.4837999 Smoothing Hyper-parameters: 0.390226 0.456065 0.455275 0.292843 0.154006 0.134630 Expected Total MS Cnt: 24047.1 Backgound Scale: 9.08767. ITERATION NUMBER 211. Current Log-Posterior: 389613 Step Size: -726.9012732 Smoothing Hyper-parameters: 0.428621 0.434387 0.509801 0.318757 0.165158 0.306999 Expected Total MS Cnt: 24243.6 Backgound Scale: 9.09804. ITERATION NUMBER 212. Current Log-Posterior: 388736 Step Size: -876.6472799 Smoothing Hyper-parameters: 0.409081 0.454534 0.420762 0.251841 0.307129 0.197668 Expected Total MS Cnt: 24409.8 Backgound Scale: 9.0932. ITERATION NUMBER 213. Current Log-Posterior: 389294 Step Size: 557.9280692 Smoothing Hyper-parameters: 0.439796 0.502229 0.417110 0.180236 0.185997 0.132340 Expected Total MS Cnt: 24303.7 Backgound Scale: 9.09142. ITERATION NUMBER 214. Current Log-Posterior: 388507 Step Size: -787.2970396 Smoothing Hyper-parameters: 0.369795 0.581772 0.452494 0.351592 0.232247 0.184888 Expected Total MS Cnt: 24283 Backgound Scale: 9.09189. ITERATION NUMBER 215. Current Log-Posterior: 389427 Step Size: 920.0455975 Smoothing Hyper-parameters: 0.431447 0.549908 0.443675 0.243680 0.190435 0.191081 Expected Total MS Cnt: 24534.8 Backgound Scale: 9.18468. ITERATION NUMBER 216. Current Log-Posterior: 388447 Step Size: -980.5250321 Smoothing Hyper-parameters: 0.369115 0.513238 0.440529 0.373395 0.169305 0.155169 Expected Total MS Cnt: 24330.2 Backgound Scale: 9.06623. ITERATION NUMBER 217. Current Log-Posterior: 389853 Step Size: 1406.462624 Smoothing Hyper-parameters: 0.386009 0.418014 0.297222 0.316919 0.301033 0.224981 Expected Total MS Cnt: 24515.4 Backgound Scale: 9.02906. ITERATION NUMBER 218. Current Log-Posterior: 389975 Step Size: 122.2943282 Smoothing Hyper-parameters: 0.431666 0.437391 0.405507 0.338695 0.123293 0.140813 Expected Total MS Cnt: 24895.2 Backgound Scale: 9.03368. ITERATION NUMBER 219. Current Log-Posterior: 389013 Step Size: -962.0478203 Smoothing Hyper-parameters: 0.381697 0.523169 0.357845 0.336072 0.210993 0.186294 Expected Total MS Cnt: 24970.4 Backgound Scale: 8.99801. ITERATION NUMBER 220. Current Log-Posterior: 389537 Step Size: 523.4444544 Smoothing Hyper-parameters: 0.380706 0.424753 0.436794 0.275895 0.203389 0.138696 Expected Total MS Cnt: 24677.2 Backgound Scale: 8.95431. ITERATION NUMBER 221. Current Log-Posterior: 389848 Step Size: 311.7068528 Smoothing Hyper-parameters: 0.386432 0.498241 0.436863 0.251836 0.358723 0.161442 Expected Total MS Cnt: 24831.7 Backgound Scale: 9.03081. ITERATION NUMBER 222. Current Log-Posterior: 389567 Step Size: -281.3716913 Smoothing Hyper-parameters: 0.328139 0.488348 0.313114 0.252120 0.299305 0.189703 Expected Total MS Cnt: 24579.6 Backgound Scale: 9.06248. ITERATION NUMBER 223. Current Log-Posterior: 390886 Step Size: 1319.305896 Smoothing Hyper-parameters: 0.394509 0.497610 0.433902 0.334583 0.216042 0.101788 Expected Total MS Cnt: 24891.3 Backgound Scale: 8.9888. ITERATION NUMBER 224. Current Log-Posterior: 389351 Step Size: -1535.098579 Smoothing Hyper-parameters: 0.399899 0.478750 0.468277 0.355293 0.114397 0.297480 Expected Total MS Cnt: 25419.7 Backgound Scale: 8.91172. ITERATION NUMBER 225. Current Log-Posterior: 389219 Step Size: -132.4696379 Smoothing Hyper-parameters: 0.418012 0.448772 0.420451 0.278578 0.131499 0.249437 Expected Total MS Cnt: 25365.3 Backgound Scale: 8.94707. ITERATION NUMBER 226. Current Log-Posterior: 389199 Step Size: -20.12546723 Smoothing Hyper-parameters: 0.385613 0.460934 0.477566 0.329042 0.199478 0.265761 Expected Total MS Cnt: 25402.8 Backgound Scale: 8.99014. ITERATION NUMBER 227. Current Log-Posterior: 389598 Step Size: 399.7086207 Smoothing Hyper-parameters: 0.387354 0.496571 0.443454 0.309615 0.338800 0.156362 Expected Total MS Cnt: 25305.7 Backgound Scale: 9.0139. ITERATION NUMBER 228. Current Log-Posterior: 389612 Step Size: 13.58374087 Smoothing Hyper-parameters: 0.406770 0.460891 0.449388 0.321565 0.116718 0.301472 Expected Total MS Cnt: 24876.8 Backgound Scale: 8.98313. ITERATION NUMBER 229. Current Log-Posterior: 389420 Step Size: -191.6315949 Smoothing Hyper-parameters: 0.467408 0.449416 0.448483 0.301383 0.148369 0.161385 Expected Total MS Cnt: 24804.6 Backgound Scale: 9.07199. ITERATION NUMBER 230. Current Log-Posterior: 388238 Step Size: -1182.811459 Smoothing Hyper-parameters: 0.359519 0.534871 0.436713 0.401061 0.274448 0.172695 Expected Total MS Cnt: 24698.8 Backgound Scale: 8.97039. ITERATION NUMBER 231. Current Log-Posterior: 389946 Step Size: 1708.346637 Smoothing Hyper-parameters: 0.471480 0.466704 0.388950 0.250714 0.225925 0.259145 Expected Total MS Cnt: 24866.8 Backgound Scale: 8.99528. ITERATION NUMBER 232. Current Log-Posterior: 388112 Step Size: -1834.193803 Smoothing Hyper-parameters: 0.446399 0.399406 0.393193 0.312837 0.129897 0.284373 Expected Total MS Cnt: 25149 Backgound Scale: 9.00646. ITERATION NUMBER 233. Current Log-Posterior: 388761 Step Size: 649.6437038 Smoothing Hyper-parameters: 0.470201 0.404504 0.417491 0.293523 0.202900 0.106812 Expected Total MS Cnt: 25356.6 Backgound Scale: 9.0507. ITERATION NUMBER 234. Current Log-Posterior: 388241 Step Size: -520.1987984 Smoothing Hyper-parameters: 0.479552 0.448286 0.343883 0.301850 0.199431 0.153579 Expected Total MS Cnt: 25426.1 Backgound Scale: 8.99448. ITERATION NUMBER 235. Current Log-Posterior: 388036 Step Size: -204.6855029 Smoothing Hyper-parameters: 0.514751 0.377869 0.388817 0.283035 0.125311 0.166753 Expected Total MS Cnt: 25600.5 Backgound Scale: 8.91232. ITERATION NUMBER 236. Current Log-Posterior: 387857 Step Size: -179.1978119 Smoothing Hyper-parameters: 0.319781 0.476283 0.495785 0.321745 0.220957 0.260927 Expected Total MS Cnt: 25559.2 Backgound Scale: 8.89357. ITERATION NUMBER 237. Current Log-Posterior: 391246 Step Size: 3389.123004 Smoothing Hyper-parameters: 0.378916 0.501359 0.394833 0.217590 0.218000 0.293668 Expected Total MS Cnt: 25274.7 Backgound Scale: 8.92574. ITERATION NUMBER 238. Current Log-Posterior: 389797 Step Size: -1449.463607 Smoothing Hyper-parameters: 0.383416 0.516770 0.393481 0.233748 0.189994 0.298188 Expected Total MS Cnt: 25382.2 Backgound Scale: 8.96932. ITERATION NUMBER 239. Current Log-Posterior: 389616 Step Size: -180.8760883 Smoothing Hyper-parameters: 0.384124 0.452051 0.327539 0.344297 0.191136 0.319685 Expected Total MS Cnt: 25112 Backgound Scale: 9.01974. ITERATION NUMBER 240. Current Log-Posterior: 389901 Step Size: 284.7224992 Smoothing Hyper-parameters: 0.398022 0.394073 0.446363 0.275212 0.273456 0.159849 Expected Total MS Cnt: 25122.9 Backgound Scale: 8.99549. ITERATION NUMBER 241. Current Log-Posterior: 389667 Step Size: -233.7013989 Smoothing Hyper-parameters: 0.385261 0.433484 0.429836 0.221150 0.171243 0.111646 Expected Total MS Cnt: 24854.9 Backgound Scale: 9.03117. ITERATION NUMBER 242. Current Log-Posterior: 389743 Step Size: 75.7776339 Smoothing Hyper-parameters: 0.394776 0.425255 0.411611 0.322138 0.230495 0.290658 Expected Total MS Cnt: 25075.4 Backgound Scale: 9.0329. ITERATION NUMBER 243. Current Log-Posterior: 389502 Step Size: -240.6362531 Smoothing Hyper-parameters: 0.448318 0.397621 0.466096 0.175882 0.310712 0.165393 Expected Total MS Cnt: 24936.2 Backgound Scale: 9.03282. ITERATION NUMBER 244. Current Log-Posterior: 388756 Step Size: -746.0071068 Smoothing Hyper-parameters: 0.445771 0.417788 0.377880 0.271163 0.243900 0.097710 Expected Total MS Cnt: 25049.6 Backgound Scale: 8.93876. ITERATION NUMBER 245. Current Log-Posterior: 388820 Step Size: 63.35289581 Smoothing Hyper-parameters: 0.410354 0.531947 0.423399 0.373654 0.232823 0.124057 Expected Total MS Cnt: 25014.7 Backgound Scale: 8.95982. ITERATION NUMBER 246. Current Log-Posterior: 388854 Step Size: 34.93191567 Smoothing Hyper-parameters: 0.408130 0.489474 0.384097 0.397368 0.201545 0.113904 Expected Total MS Cnt: 25424.6 Backgound Scale: 9.00131. ITERATION NUMBER 247. Current Log-Posterior: 389071 Step Size: 216.0301738 Smoothing Hyper-parameters: 0.397387 0.478606 0.388193 0.301186 0.284718 0.229931 Expected Total MS Cnt: 25212.6 Backgound Scale: 8.98555. ITERATION NUMBER 248. Current Log-Posterior: 389423 Step Size: 352.7385606 Smoothing Hyper-parameters: 0.447108 0.507923 0.457547 0.464799 0.077764 0.172293 Expected Total MS Cnt: 25417 Backgound Scale: 8.98392. ITERATION NUMBER 249. Current Log-Posterior: 388237 Step Size: -1186.165673 Smoothing Hyper-parameters: 0.386039 0.502122 0.374338 0.340419 0.186027 0.051337 Expected Total MS Cnt: 25412.7 Backgound Scale: 8.94535. ITERATION NUMBER 250. Current Log-Posterior: 389475 Step Size: 1238.22898 Smoothing Hyper-parameters: 0.388930 0.523932 0.434583 0.316212 0.325178 0.318056 Expected Total MS Cnt: 25303.1 Backgound Scale: 9.02187. ITERATION NUMBER 251. Current Log-Posterior: 389360 Step Size: -115.6394725 Smoothing Hyper-parameters: 0.445600 0.553058 0.428062 0.374788 0.232926 0.253726 Expected Total MS Cnt: 25274.8 Backgound Scale: 8.9438. ITERATION NUMBER 252. Current Log-Posterior: 388158 Step Size: -1202.03458 Smoothing Hyper-parameters: 0.419257 0.535468 0.482339 0.276761 0.257286 0.251608 Expected Total MS Cnt: 25425.2 Backgound Scale: 8.93748. ITERATION NUMBER 253. Current Log-Posterior: 388625 Step Size: 467.5165856 Smoothing Hyper-parameters: 0.375122 0.467007 0.445802 0.273154 0.277254 0.242403 Expected Total MS Cnt: 25514.6 Backgound Scale: 8.97532. ITERATION NUMBER 254. Current Log-Posterior: 389851 Step Size: 1225.367752 Smoothing Hyper-parameters: 0.391038 0.422645 0.390472 0.286606 0.147781 0.143496 Expected Total MS Cnt: 25476.6 Backgound Scale: 8.9286. ITERATION NUMBER 255. Current Log-Posterior: 389825 Step Size: -25.44995458 Smoothing Hyper-parameters: 0.455626 0.510265 0.390220 0.244968 0.185477 0.067362 Expected Total MS Cnt: 25215.1 Backgound Scale: 8.91018. ITERATION NUMBER 256. Current Log-Posterior: 388275 Step Size: -1549.825007 Smoothing Hyper-parameters: 0.437824 0.467593 0.448149 0.219049 0.223429 0.179181 Expected Total MS Cnt: 25618.9 Backgound Scale: 8.9348. ITERATION NUMBER 257. Current Log-Posterior: 388737 Step Size: 461.3497094 Smoothing Hyper-parameters: 0.430255 0.463526 0.434171 0.278555 0.239596 0.123748 Expected Total MS Cnt: 25473.7 Backgound Scale: 8.90383. ITERATION NUMBER 258. Current Log-Posterior: 388674 Step Size: -62.20839577 Smoothing Hyper-parameters: 0.397805 0.472196 0.417641 0.233701 0.280494 0.304792 Expected Total MS Cnt: 25306.9 Backgound Scale: 8.94514. ITERATION NUMBER 259. Current Log-Posterior: 389399 Step Size: 724.3782908 Smoothing Hyper-parameters: 0.450659 0.527171 0.377490 0.271134 0.178364 0.151622 Expected Total MS Cnt: 25406.9 Backgound Scale: 8.97275. ITERATION NUMBER 260. Current Log-Posterior: 388438 Step Size: -960.4690879 Smoothing Hyper-parameters: 0.437344 0.492597 0.372362 0.295509 0.271695 0.199167 Expected Total MS Cnt: 25353 Backgound Scale: 8.9189. ITERATION NUMBER 261. Current Log-Posterior: 388678 Step Size: 240.1621215 Smoothing Hyper-parameters: 0.449371 0.465221 0.463073 0.348710 0.228979 0.205995 Expected Total MS Cnt: 25386.6 Backgound Scale: 8.9619. ITERATION NUMBER 262. Current Log-Posterior: 388381 Step Size: -297.946248 Smoothing Hyper-parameters: 0.317219 0.602290 0.464145 0.327406 0.149743 0.227105 Expected Total MS Cnt: 25439.8 Backgound Scale: 8.94011. ITERATION NUMBER 263. Current Log-Posterior: 391082 Step Size: 2701.501166 Smoothing Hyper-parameters: 0.379971 0.584144 0.364756 0.318312 0.180211 0.310471 Expected Total MS Cnt: 25230.4 Backgound Scale: 9.04304. ITERATION NUMBER 264. Current Log-Posterior: 389426 Step Size: -1656.142619 Smoothing Hyper-parameters: 0.390761 0.514098 0.481739 0.206776 0.196554 0.299193 Expected Total MS Cnt: 25166.2 Backgound Scale: 8.91163. ITERATION NUMBER 265. Current Log-Posterior: 389303 Step Size: -122.3739791 Smoothing Hyper-parameters: 0.401858 0.545587 0.380295 0.212393 0.297174 0.245826 Expected Total MS Cnt: 25344.3 Backgound Scale: 8.91226. ITERATION NUMBER 266. Current Log-Posterior: 389213 Step Size: -90.12853202 Smoothing Hyper-parameters: 0.376235 0.400265 0.473310 0.372646 0.266076 0.186856 Expected Total MS Cnt: 25614.2 Backgound Scale: 8.96375. ITERATION NUMBER 267. Current Log-Posterior: 390056 Step Size: 842.7587218 Smoothing Hyper-parameters: 0.418216 0.456497 0.413953 0.346285 0.260010 0.232242 Expected Total MS Cnt: 25122.5 Backgound Scale: 8.95855. ITERATION NUMBER 268. Current Log-Posterior: 388890 Step Size: -1166.149655 Smoothing Hyper-parameters: 0.401078 0.487854 0.463452 0.300717 0.197658 0.307721 Expected Total MS Cnt: 25370.3 Backgound Scale: 9.03527. ITERATION NUMBER 269. Current Log-Posterior: 389156 Step Size: 266.434085 Smoothing Hyper-parameters: 0.415315 0.490334 0.408815 0.346089 0.244408 0.107915 Expected Total MS Cnt: 25291.7 Backgound Scale: 8.95385. ITERATION NUMBER 270. Current Log-Posterior: 388952 Step Size: -204.8297658 Smoothing Hyper-parameters: 0.462048 0.510812 0.402607 0.322144 0.240770 0.193670 Expected Total MS Cnt: 25503 Backgound Scale: 8.9078. ITERATION NUMBER 271. Current Log-Posterior: 388161 Step Size: -790.9715191 Smoothing Hyper-parameters: 0.418455 0.490427 0.482810 0.299449 0.212729 0.400955 Expected Total MS Cnt: 25901.8 Backgound Scale: 8.9664. ITERATION NUMBER 272. Current Log-Posterior: 388933 Step Size: 772.6628775 Smoothing Hyper-parameters: 0.422156 0.465588 0.346379 0.228120 0.332433 0.239626 Expected Total MS Cnt: 25697.2 Backgound Scale: 8.92459. ITERATION NUMBER 273. Current Log-Posterior: 389090 Step Size: 156.4637342 Smoothing Hyper-parameters: 0.359791 0.531233 0.416848 0.400624 0.253289 0.249560 Expected Total MS Cnt: 25976.5 Backgound Scale: 8.89078. ITERATION NUMBER 274. Current Log-Posterior: 390053 Step Size: 963.4563106 Smoothing Hyper-parameters: 0.417186 0.442207 0.369164 0.354104 0.350457 0.140772 Expected Total MS Cnt: 26086.6 Backgound Scale: 8.93053. ITERATION NUMBER 275. Current Log-Posterior: 389229 Step Size: -824.5279663 Smoothing Hyper-parameters: 0.377790 0.417810 0.366731 0.257990 0.295043 0.173340 Expected Total MS Cnt: 25821.4 Backgound Scale: 8.83392. ITERATION NUMBER 276. Current Log-Posterior: 390253 Step Size: 1024.002375 Smoothing Hyper-parameters: 0.438987 0.438544 0.395272 0.251144 0.140268 0.294603 Expected Total MS Cnt: 25889.3 Backgound Scale: 8.86705. ITERATION NUMBER 277. Current Log-Posterior: 388852 Step Size: -1400.337072 Smoothing Hyper-parameters: 0.412940 0.385627 0.300363 0.371391 0.275724 0.210469 Expected Total MS Cnt: 25675.2 Backgound Scale: 8.94263. ITERATION NUMBER 278. Current Log-Posterior: 389587 Step Size: 734.5648983 Smoothing Hyper-parameters: 0.426737 0.466843 0.379713 0.232749 0.223979 0.108991 Expected Total MS Cnt: 25171.6 Backgound Scale: 8.9568. ITERATION NUMBER 279. Current Log-Posterior: 389042 Step Size: -545.0117515 Smoothing Hyper-parameters: 0.406836 0.409056 0.465786 0.254443 0.241791 0.265331 Expected Total MS Cnt: 25136.1 Backgound Scale: 8.91091. ITERATION NUMBER 280. Current Log-Posterior: 389451 Step Size: 409.6087153 Smoothing Hyper-parameters: 0.400812 0.475128 0.381520 0.367779 0.251674 0.298533 Expected Total MS Cnt: 25107.7 Backgound Scale: 8.99173. ITERATION NUMBER 281. Current Log-Posterior: 389364 Step Size: -87.59794181 Smoothing Hyper-parameters: 0.441276 0.464970 0.362384 0.334547 0.225257 0.248116 Expected Total MS Cnt: 24999.7 Backgound Scale: 8.95028. ITERATION NUMBER 282. Current Log-Posterior: 388646 Step Size: -717.4961781 Smoothing Hyper-parameters: 0.355614 0.465681 0.565318 0.310334 0.190453 0.247437 Expected Total MS Cnt: 24760.9 Backgound Scale: 9.00967. ITERATION NUMBER 283. Current Log-Posterior: 390150 Step Size: 1503.437814 Smoothing Hyper-parameters: 0.399098 0.379882 0.491139 0.325419 0.145442 0.328393 Expected Total MS Cnt: 24753.6 Backgound Scale: 8.98744. ITERATION NUMBER 284. Current Log-Posterior: 389756 Step Size: -393.9797343 Smoothing Hyper-parameters: 0.446226 0.409554 0.406737 0.286825 0.304433 0.308267 Expected Total MS Cnt: 24950.7 Backgound Scale: 8.99974. ITERATION NUMBER 285. Current Log-Posterior: 388752 Step Size: -1004.059336 Smoothing Hyper-parameters: 0.487309 0.415041 0.473116 0.343340 0.307345 0.321154 Expected Total MS Cnt: 24897.5 Backgound Scale: 9.06397. ITERATION NUMBER 286. Current Log-Posterior: 387951 Step Size: -801.0076117 Smoothing Hyper-parameters: 0.532124 0.387526 0.425910 0.225847 0.114579 0.255867 Expected Total MS Cnt: 24829 Backgound Scale: 9.03994. ITERATION NUMBER 287. Current Log-Posterior: 387584 Step Size: -366.9846107 Smoothing Hyper-parameters: 0.469588 0.450310 0.404998 0.282703 0.323397 0.166598 Expected Total MS Cnt: 24698.6 Backgound Scale: 9.07902. ITERATION NUMBER 288. Current Log-Posterior: 388297 Step Size: 712.957867 Smoothing Hyper-parameters: 0.457021 0.441272 0.267734 0.304426 0.144763 0.135799 Expected Total MS Cnt: 24493.1 Backgound Scale: 9.02165. ITERATION NUMBER 289. Current Log-Posterior: 388513 Step Size: 216.582364 Smoothing Hyper-parameters: 0.476506 0.464025 0.385044 0.350994 0.179131 0.130876 Expected Total MS Cnt: 24548.5 Backgound Scale: 9.04206. ITERATION NUMBER 290. Current Log-Posterior: 388079 Step Size: -434.33961 Smoothing Hyper-parameters: 0.319144 0.456393 0.434328 0.387036 0.117245 0.063874 Expected Total MS Cnt: 24842 Backgound Scale: 9.1016. ITERATION NUMBER 291. Current Log-Posterior: 391264 Step Size: 3184.930889 Smoothing Hyper-parameters: 0.371994 0.503500 0.409566 0.389467 0.264811 0.114654 Expected Total MS Cnt: 24690.5 Backgound Scale: 8.96787. ITERATION NUMBER 292. Current Log-Posterior: 389711 Step Size: -1552.830052 Smoothing Hyper-parameters: 0.405622 0.535252 0.308893 0.307843 0.184003 0.263969 Expected Total MS Cnt: 24919.3 Backgound Scale: 9.02541. ITERATION NUMBER 293. Current Log-Posterior: 389309 Step Size: -401.6470219 Smoothing Hyper-parameters: 0.496287 0.435480 0.483653 0.293939 0.141543 0.146594 Expected Total MS Cnt: 24962.2 Backgound Scale: 8.93775. ITERATION NUMBER 294. Current Log-Posterior: 387747 Step Size: -1562.475109 Smoothing Hyper-parameters: 0.507622 0.403043 0.338581 0.403950 0.209736 0.270896 Expected Total MS Cnt: 25202 Backgound Scale: 8.98353. ITERATION NUMBER 295. Current Log-Posterior: 387941 Step Size: 193.973524 Smoothing Hyper-parameters: 0.576674 0.394335 0.357711 0.354754 0.245665 0.230755 Expected Total MS Cnt: 25183.9 Backgound Scale: 8.95616. ITERATION NUMBER 296. Current Log-Posterior: 387033 Step Size: -907.6110138 Smoothing Hyper-parameters: 0.543979 0.412751 0.496794 0.329329 0.192038 0.214016 Expected Total MS Cnt: 25253 Backgound Scale: 8.92197. ITERATION NUMBER 297. Current Log-Posterior: 387368 Step Size: 334.2557001 Smoothing Hyper-parameters: 0.342391 0.450496 0.492905 0.291898 0.194082 0.263851 Expected Total MS Cnt: 25261.2 Backgound Scale: 8.91254. ITERATION NUMBER 298. Current Log-Posterior: 390820 Step Size: 3452.838891 Smoothing Hyper-parameters: 0.439086 0.466688 0.364328 0.204875 0.163482 0.180329 Expected Total MS Cnt: 25166.4 Backgound Scale: 8.93187. ITERATION NUMBER 299. Current Log-Posterior: 388960 Step Size: -1860.5496 Smoothing Hyper-parameters: 0.287388 0.485593 0.489680 0.323367 0.177663 0.031032 Expected Total MS Cnt: 25083.6 Backgound Scale: 8.92933. ITERATION NUMBER 300. Current Log-Posterior: 392130 Step Size: 3170.470422 Smoothing Hyper-parameters: 0.475099 0.444098 0.420471 0.242113 0.278761 0.176456 Expected Total MS Cnt: 24771.5 Backgound Scale: 8.93197. ITERATION NUMBER 301. Current Log-Posterior: 388133 Step Size: -3997.610845 Smoothing Hyper-parameters: 0.400710 0.439440 0.436022 0.372004 0.256920 0.200957 Expected Total MS Cnt: 25094.5 Backgound Scale: 9.0815. ITERATION NUMBER 302. Current Log-Posterior: 389254 Step Size: 1121.053832 Smoothing Hyper-parameters: 0.346561 0.512828 0.478519 0.301263 0.178369 0.170354 Expected Total MS Cnt: 25095.9 Backgound Scale: 9.0547. ITERATION NUMBER 303. Current Log-Posterior: 390515 Step Size: 1261.692557 Smoothing Hyper-parameters: 0.464377 0.403469 0.390944 0.217963 0.300807 0.330151 Expected Total MS Cnt: 24786.1 Backgound Scale: 9.07564. ITERATION NUMBER 304. Current Log-Posterior: 388553 Step Size: -1962.715934 Smoothing Hyper-parameters: 0.349692 0.509117 0.471396 0.249797 0.285629 0.174012 Expected Total MS Cnt: 24561.6 Backgound Scale: 9.0455. ITERATION NUMBER 305. Current Log-Posterior: 390244 Step Size: 1691.361235 Smoothing Hyper-parameters: 0.430311 0.429374 0.399627 0.282239 0.303487 0.171845 Expected Total MS Cnt: 24929.5 Backgound Scale: 9.03215. ITERATION NUMBER 306. Current Log-Posterior: 388967 Step Size: -1276.653636 Smoothing Hyper-parameters: 0.345946 0.437153 0.341278 0.271622 0.170906 0.227065 Expected Total MS Cnt: 24844.3 Backgound Scale: 8.99309. ITERATION NUMBER 307. Current Log-Posterior: 390865 Step Size: 1897.940745 Smoothing Hyper-parameters: 0.402756 0.394033 0.404695 0.308175 0.226609 0.207591 Expected Total MS Cnt: 25040.5 Backgound Scale: 9.05131. ITERATION NUMBER 308. Current Log-Posterior: 389743 Step Size: -1122.30861 Smoothing Hyper-parameters: 0.407791 0.413559 0.413430 0.319633 0.244467 0.214869 Expected Total MS Cnt: 25128.3 Backgound Scale: 8.95305. ITERATION NUMBER 309. Current Log-Posterior: 389551 Step Size: -192.1093824 Smoothing Hyper-parameters: 0.340130 0.362993 0.467827 0.286521 0.225936 0.164524 Expected Total MS Cnt: 25286.4 Backgound Scale: 9.0089. ITERATION NUMBER 310. Current Log-Posterior: 391187 Step Size: 1636.086682 Smoothing Hyper-parameters: 0.331111 0.450395 0.378442 0.331034 0.157199 0.171870 Expected Total MS Cnt: 24986.6 Backgound Scale: 9.02188. ITERATION NUMBER 311. Current Log-Posterior: 390961 Step Size: -225.7662555 Smoothing Hyper-parameters: 0.366403 0.355103 0.387542 0.410670 0.213319 0.189228 Expected Total MS Cnt: 24972.4 Backgound Scale: 8.94029. ITERATION NUMBER 312. Current Log-Posterior: 390718 Step Size: -243.3724198 Smoothing Hyper-parameters: 0.342207 0.468123 0.392834 0.233673 0.235483 0.199387 Expected Total MS Cnt: 25085.9 Backgound Scale: 8.99355. ITERATION NUMBER 313. Current Log-Posterior: 390689 Step Size: -28.84954047 Smoothing Hyper-parameters: 0.361286 0.401802 0.465842 0.293983 0.158771 0.187780 Expected Total MS Cnt: 25208.5 Backgound Scale: 8.95887. ITERATION NUMBER 314. Current Log-Posterior: 390429 Step Size: -260.5165985 Smoothing Hyper-parameters: 0.393992 0.419467 0.372493 0.369159 0.215919 0.329303 Expected Total MS Cnt: 24932.8 Backgound Scale: 8.98838. ITERATION NUMBER 315. Current Log-Posterior: 389762 Step Size: -666.4238345 Smoothing Hyper-parameters: 0.383400 0.480870 0.475443 0.190835 0.143226 0.283631 Expected Total MS Cnt: 24958.5 Backgound Scale: 8.97258. ITERATION NUMBER 316. Current Log-Posterior: 389635 Step Size: -127.3782926 Smoothing Hyper-parameters: 0.376791 0.406333 0.370231 0.238806 0.248591 0.345856 Expected Total MS Cnt: 24893.8 Backgound Scale: 9.04287. ITERATION NUMBER 317. Current Log-Posterior: 390418 Step Size: 783.2262379 Smoothing Hyper-parameters: 0.410016 0.482597 0.449193 0.368908 0.247960 0.295730 Expected Total MS Cnt: 25075.9 Backgound Scale: 9.02698. ITERATION NUMBER 318. Current Log-Posterior: 389109 Step Size: -1309.111898 Smoothing Hyper-parameters: 0.381313 0.493973 0.443436 0.261495 0.176752 0.316818 Expected Total MS Cnt: 24768.8 Backgound Scale: 9.01453. ITERATION NUMBER 319. Current Log-Posterior: 389564 Step Size: 454.6935445 Smoothing Hyper-parameters: 0.430984 0.404735 0.428269 0.289342 0.084357 0.241099 Expected Total MS Cnt: 24689.1 Backgound Scale: 9.04288. ITERATION NUMBER 320. Current Log-Posterior: 389123 Step Size: -440.1788734 Smoothing Hyper-parameters: 0.376649 0.442022 0.402751 0.240968 0.211498 0.219012 Expected Total MS Cnt: 24286.5 Backgound Scale: 8.99374. ITERATION NUMBER 321. Current Log-Posterior: 389836 Step Size: 712.3579065 Smoothing Hyper-parameters: 0.408841 0.403818 0.539404 0.266622 0.200742 0.299526 Expected Total MS Cnt: 24477.4 Backgound Scale: 9.08074. ITERATION NUMBER 322. Current Log-Posterior: 389387 Step Size: -448.6834152 Smoothing Hyper-parameters: 0.454646 0.423951 0.375475 0.284989 0.181267 0.135514 Expected Total MS Cnt: 24440.1 Backgound Scale: 9.06612. ITERATION NUMBER 323. Current Log-Posterior: 388579 Step Size: -808.3975292 Smoothing Hyper-parameters: 0.366737 0.435466 0.451810 0.343043 0.260505 0.134467 Expected Total MS Cnt: 24641 Backgound Scale: 9.06655. ITERATION NUMBER 324. Current Log-Posterior: 390043 Step Size: 1464.477658 Smoothing Hyper-parameters: 0.380688 0.531388 0.483989 0.268391 0.208985 0.195011 Expected Total MS Cnt: 24460.4 Backgound Scale: 9.03469. ITERATION NUMBER 325. Current Log-Posterior: 389464 Step Size: -578.8499251 Smoothing Hyper-parameters: 0.384303 0.453000 0.346881 0.306156 0.195502 0.175903 Expected Total MS Cnt: 24768.8 Backgound Scale: 9.09198. ITERATION NUMBER 326. Current Log-Posterior: 389793 Step Size: 328.5419668 Smoothing Hyper-parameters: 0.434992 0.437484 0.342745 0.252435 0.226578 0.120351 Expected Total MS Cnt: 24323.2 Backgound Scale: 9.08853. ITERATION NUMBER 327. Current Log-Posterior: 388869 Step Size: -923.4026613 Smoothing Hyper-parameters: 0.427530 0.424823 0.400601 0.249318 0.231849 0.189505 Expected Total MS Cnt: 24398.7 Backgound Scale: 9.05836. ITERATION NUMBER 328. Current Log-Posterior: 389035 Step Size: 165.7763103 Smoothing Hyper-parameters: 0.407642 0.431614 0.400611 0.208682 0.231555 0.258162 Expected Total MS Cnt: 24620.9 Backgound Scale: 9.09876. ITERATION NUMBER 329. Current Log-Posterior: 389359 Step Size: 324.205394 Smoothing Hyper-parameters: 0.388071 0.527402 0.508671 0.217804 0.166866 0.219602 Expected Total MS Cnt: 24612.7 Backgound Scale: 9.06792. ITERATION NUMBER 330. Current Log-Posterior: 389486 Step Size: 126.7953921 Smoothing Hyper-parameters: 0.392162 0.410200 0.473073 0.318680 0.308019 0.114502 Expected Total MS Cnt: 24407.5 Backgound Scale: 9.10777. ITERATION NUMBER 331. Current Log-Posterior: 389632 Step Size: 145.5917904 Smoothing Hyper-parameters: 0.298753 0.461841 0.469198 0.289863 0.325036 0.093415 Expected Total MS Cnt: 24421.5 Backgound Scale: 9.06735. ITERATION NUMBER 332. Current Log-Posterior: 391753 Step Size: 2120.674825 Smoothing Hyper-parameters: 0.364611 0.389998 0.445294 0.210359 0.179594 0.226911 Expected Total MS Cnt: 24707.8 Backgound Scale: 9.07344. ITERATION NUMBER 333. Current Log-Posterior: 390554 Step Size: -1198.925837 Smoothing Hyper-parameters: 0.374895 0.384618 0.499175 0.243859 0.252675 0.214571 Expected Total MS Cnt: 24500.6 Backgound Scale: 9.04654. ITERATION NUMBER 334. Current Log-Posterior: 390344 Step Size: -209.4229925 Smoothing Hyper-parameters: 0.347003 0.453175 0.440275 0.334954 0.149347 0.208430 Expected Total MS Cnt: 24800 Backgound Scale: 9.03295. ITERATION NUMBER 335. Current Log-Posterior: 390378 Step Size: 34.13080854 Smoothing Hyper-parameters: 0.363793 0.410199 0.460759 0.280075 0.236055 0.357618 Expected Total MS Cnt: 25219.2 Backgound Scale: 9.06707. ITERATION NUMBER 336. Current Log-Posterior: 390325 Step Size: -53.12162642 Smoothing Hyper-parameters: 0.369313 0.433087 0.449642 0.337748 0.095780 0.294896 Expected Total MS Cnt: 25107.1 Backgound Scale: 9.02443. ITERATION NUMBER 337. Current Log-Posterior: 390176 Step Size: -149.4236435 Smoothing Hyper-parameters: 0.345652 0.447180 0.433461 0.341719 0.244126 0.293836 Expected Total MS Cnt: 25167.2 Backgound Scale: 8.88281. ITERATION NUMBER 338. Current Log-Posterior: 390609 Step Size: 433.4339787 Smoothing Hyper-parameters: 0.380509 0.423815 0.367270 0.400374 0.193111 0.162763 Expected Total MS Cnt: 24965.9 Backgound Scale: 8.97177. ITERATION NUMBER 339. Current Log-Posterior: 390090 Step Size: -518.7112889 Smoothing Hyper-parameters: 0.347518 0.525515 0.463318 0.364595 0.248241 0.237080 Expected Total MS Cnt: 25122.3 Backgound Scale: 9.00389. ITERATION NUMBER 340. Current Log-Posterior: 390531 Step Size: 440.5516709 Smoothing Hyper-parameters: 0.339095 0.476634 0.388486 0.273849 0.197934 0.174027 Expected Total MS Cnt: 25356.1 Backgound Scale: 8.97724. ITERATION NUMBER 341. Current Log-Posterior: 390844 Step Size: 312.6444293 Smoothing Hyper-parameters: 0.370034 0.427515 0.417077 0.318170 0.190489 0.217483 Expected Total MS Cnt: 25355.5 Backgound Scale: 8.98129. ITERATION NUMBER 342. Current Log-Posterior: 390063 Step Size: -780.7677787 Smoothing Hyper-parameters: 0.380508 0.568684 0.443870 0.245585 0.337054 0.215022 Expected Total MS Cnt: 25278.2 Backgound Scale: 8.92083. ITERATION NUMBER 343. Current Log-Posterior: 389364 Step Size: -698.518444 Smoothing Hyper-parameters: 0.390786 0.494754 0.391438 0.243199 0.223399 0.380611 Expected Total MS Cnt: 25337.7 Backgound Scale: 8.99273. ITERATION NUMBER 344. Current Log-Posterior: 389533 Step Size: 168.4533831 Smoothing Hyper-parameters: 0.391693 0.405715 0.520054 0.233105 0.261219 0.197937 Expected Total MS Cnt: 25438 Backgound Scale: 8.97039. ITERATION NUMBER 345. Current Log-Posterior: 389654 Step Size: 121.3969113 Smoothing Hyper-parameters: 0.446502 0.428511 0.393800 0.252711 0.274754 0.157614 Expected Total MS Cnt: 25451.4 Backgound Scale: 9.01809. ITERATION NUMBER 346. Current Log-Posterior: 388753 Step Size: -900.8105672 Smoothing Hyper-parameters: 0.382859 0.476973 0.436671 0.242685 0.171296 0.267176 Expected Total MS Cnt: 25015.6 Backgound Scale: 9.0184. ITERATION NUMBER 347. Current Log-Posterior: 389650 Step Size: 896.1437301 Smoothing Hyper-parameters: 0.438523 0.468450 0.341232 0.312142 0.242429 0.280395 Expected Total MS Cnt: 25081.6 Backgound Scale: 9.04345. ITERATION NUMBER 348. Current Log-Posterior: 388697 Step Size: -952.3638685 Smoothing Hyper-parameters: 0.446037 0.489941 0.393952 0.295662 0.198530 0.200782 Expected Total MS Cnt: 24722.5 Backgound Scale: 9.00513. ITERATION NUMBER 349. Current Log-Posterior: 388343 Step Size: -354.4582933 Smoothing Hyper-parameters: 0.450290 0.538002 0.456167 0.370560 0.186633 0.246722 Expected Total MS Cnt: 25086.2 Backgound Scale: 8.98537. ITERATION NUMBER 350. Current Log-Posterior: 388108 Step Size: -234.8365482 Smoothing Hyper-parameters: 0.495684 0.391759 0.405338 0.420818 0.233611 0.202159 Expected Total MS Cnt: 24699.5 Backgound Scale: 9.07315. ITERATION NUMBER 351. Current Log-Posterior: 387888 Step Size: -220.0408165 Smoothing Hyper-parameters: 0.493611 0.374686 0.410712 0.236685 0.270017 0.229991 Expected Total MS Cnt: 24574.2 Backgound Scale: 9.12154. ITERATION NUMBER 352. Current Log-Posterior: 388066 Step Size: 178.0775169 Smoothing Hyper-parameters: 0.511885 0.405415 0.389655 0.243968 0.229535 0.218295 Expected Total MS Cnt: 24521.6 Backgound Scale: 9.08626. ITERATION NUMBER 353. Current Log-Posterior: 387823 Step Size: -242.6044706 Smoothing Hyper-parameters: 0.342809 0.473065 0.441032 0.317508 0.277536 0.158535 Expected Total MS Cnt: 24951.7 Backgound Scale: 9.05418. ITERATION NUMBER 354. Current Log-Posterior: 390551 Step Size: 2727.963353 Smoothing Hyper-parameters: 0.473792 0.357033 0.421951 0.321144 0.221422 0.145698 Expected Total MS Cnt: 24758.6 Backgound Scale: 8.99392. ITERATION NUMBER 355. Current Log-Posterior: 388506 Step Size: -2045.522744 Smoothing Hyper-parameters: 0.431810 0.478822 0.436270 0.245827 0.106606 0.221983 Expected Total MS Cnt: 25084.1 Backgound Scale: 8.9579. ITERATION NUMBER 356. Current Log-Posterior: 388765 Step Size: 258.9875415 Smoothing Hyper-parameters: 0.371394 0.482840 0.469435 0.343460 0.209210 0.184134 Expected Total MS Cnt: 25092.9 Backgound Scale: 9.03094. ITERATION NUMBER 357. Current Log-Posterior: 389929 Step Size: 1163.820316 Smoothing Hyper-parameters: 0.478379 0.456824 0.453461 0.277468 0.323370 0.295278 Expected Total MS Cnt: 25005.6 Backgound Scale: 8.96624. ITERATION NUMBER 358. Current Log-Posterior: 387937 Step Size: -1991.560387 Smoothing Hyper-parameters: 0.433683 0.490803 0.409974 0.301664 0.229862 0.163795 Expected Total MS Cnt: 25104 Backgound Scale: 8.92219. ITERATION NUMBER 359. Current Log-Posterior: 388694 Step Size: 756.7997548 Smoothing Hyper-parameters: 0.510667 0.446284 0.317115 0.261704 0.204555 0.140119 Expected Total MS Cnt: 25363.1 Backgound Scale: 9.00688. ITERATION NUMBER 360. Current Log-Posterior: 387735 Step Size: -958.585915 Smoothing Hyper-parameters: 0.469739 0.431958 0.401281 0.200637 0.166170 0.213010 Expected Total MS Cnt: 25314.6 Backgound Scale: 9.00144. ITERATION NUMBER 361. Current Log-Posterior: 388371 Step Size: 635.3301108 Smoothing Hyper-parameters: 0.535486 0.492597 0.438366 0.313259 0.150023 0.201465 Expected Total MS Cnt: 25455.5 Backgound Scale: 8.94275. ITERATION NUMBER 362. Current Log-Posterior: 387137 Step Size: -1233.490049 Smoothing Hyper-parameters: 0.559401 0.423391 0.432264 0.314021 0.285220 0.265899 Expected Total MS Cnt: 25591.8 Backgound Scale: 8.88964. ITERATION NUMBER 363. Current Log-Posterior: 387020 Step Size: -117.3528139 Smoothing Hyper-parameters: 0.431417 0.394615 0.370226 0.306788 0.188393 0.303313 Expected Total MS Cnt: 25310.8 Backgound Scale: 8.95338. ITERATION NUMBER 364. Current Log-Posterior: 389231 Step Size: 2211.518508 Smoothing Hyper-parameters: 0.489652 0.426052 0.314264 0.182834 0.247898 0.233819 Expected Total MS Cnt: 25360.9 Backgound Scale: 8.94965. ITERATION NUMBER 365. Current Log-Posterior: 388288 Step Size: -943.3832584 Smoothing Hyper-parameters: 0.484091 0.355790 0.437247 0.309412 0.273580 0.206326 Expected Total MS Cnt: 25431.6 Backgound Scale: 8.98641. ITERATION NUMBER 366. Current Log-Posterior: 388486 Step Size: 197.9189631 Smoothing Hyper-parameters: 0.385997 0.573908 0.459785 0.309046 0.290395 0.253735 Expected Total MS Cnt: 25219.6 Backgound Scale: 8.96992. ITERATION NUMBER 367. Current Log-Posterior: 389274 Step Size: 788.658867 Smoothing Hyper-parameters: 0.394783 0.478291 0.417775 0.325521 0.215291 0.182316 Expected Total MS Cnt: 25196 Backgound Scale: 8.96978. ITERATION NUMBER 368. Current Log-Posterior: 389354 Step Size: 79.76289186 Smoothing Hyper-parameters: 0.440944 0.565993 0.491171 0.298371 0.164415 0.101256 Expected Total MS Cnt: 25272.2 Backgound Scale: 8.98059. ITERATION NUMBER 369. Current Log-Posterior: 388246 Step Size: -1108.195316 Smoothing Hyper-parameters: 0.436584 0.514201 0.457751 0.341445 0.350285 0.198465 Expected Total MS Cnt: 25025 Backgound Scale: 9.00236. ITERATION NUMBER 370. Current Log-Posterior: 388425 Step Size: 178.962902 Smoothing Hyper-parameters: 0.425871 0.474433 0.422151 0.338480 0.189803 0.308713 Expected Total MS Cnt: 24927.8 Backgound Scale: 9.02283. ITERATION NUMBER 371. Current Log-Posterior: 388817 Step Size: 391.6634232 Smoothing Hyper-parameters: 0.401023 0.522154 0.421540 0.243548 0.219647 0.276915 Expected Total MS Cnt: 25090.4 Backgound Scale: 9.00086. ITERATION NUMBER 372. Current Log-Posterior: 389114 Step Size: 297.5370352 Smoothing Hyper-parameters: 0.429952 0.479960 0.394669 0.296627 0.195690 0.186540 Expected Total MS Cnt: 24834.7 Backgound Scale: 9.00419. ITERATION NUMBER 373. Current Log-Posterior: 388751 Step Size: -363.3437624 Smoothing Hyper-parameters: 0.379408 0.438386 0.435094 0.326210 0.158349 0.192462 Expected Total MS Cnt: 24961 Backgound Scale: 9.03935. ITERATION NUMBER 374. Current Log-Posterior: 389750 Step Size: 999.3492109 Smoothing Hyper-parameters: 0.403497 0.468360 0.428701 0.447048 0.125836 0.284805 Expected Total MS Cnt: 24944.7 Backgound Scale: 9.03443. ITERATION NUMBER 375. Current Log-Posterior: 389289 Step Size: -461.0776026 Smoothing Hyper-parameters: 0.401869 0.385507 0.458700 0.271510 0.260113 0.118599 Expected Total MS Cnt: 25021.3 Backgound Scale: 8.94411. ITERATION NUMBER 376. Current Log-Posterior: 389615 Step Size: 325.9180937 Smoothing Hyper-parameters: 0.384426 0.453841 0.397531 0.325998 0.169465 0.171995 Expected Total MS Cnt: 24995.8 Backgound Scale: 9.01262. ITERATION NUMBER 377. Current Log-Posterior: 389835 Step Size: 220.1122434 Smoothing Hyper-parameters: 0.373383 0.444994 0.360998 0.241937 0.300550 0.207706 Expected Total MS Cnt: 24847.3 Backgound Scale: 9.04389. ITERATION NUMBER 378. Current Log-Posterior: 390024 Step Size: 188.6949386 Smoothing Hyper-parameters: 0.373963 0.502624 0.382470 0.419006 0.189207 0.222343 Expected Total MS Cnt: 24676.1 Backgound Scale: 9.09156. ITERATION NUMBER 379. Current Log-Posterior: 389862 Step Size: -161.7434445 Smoothing Hyper-parameters: 0.431108 0.444240 0.393551 0.224039 0.164866 0.147298 Expected Total MS Cnt: 24746.5 Backgound Scale: 9.05003. ITERATION NUMBER 380. Current Log-Posterior: 388869 Step Size: -992.8346871 Smoothing Hyper-parameters: 0.424433 0.445532 0.459783 0.270823 0.283479 0.184402 Expected Total MS Cnt: 24398 Backgound Scale: 8.98441. ITERATION NUMBER 381. Current Log-Posterior: 388931 Step Size: 61.43353755 Smoothing Hyper-parameters: 0.324276 0.510708 0.467117 0.235043 0.179771 0.099831 Expected Total MS Cnt: 24640.1 Backgound Scale: 9.07793. ITERATION NUMBER 382. Current Log-Posterior: 390849 Step Size: 1917.949236 Smoothing Hyper-parameters: 0.335532 0.380325 0.442099 0.253285 0.168196 0.323625 Expected Total MS Cnt: 24314.7 Backgound Scale: 8.99422. ITERATION NUMBER 383. Current Log-Posterior: 391235 Step Size: 386.0952485 Smoothing Hyper-parameters: 0.354721 0.520437 0.429405 0.305666 0.336356 0.358348 Expected Total MS Cnt: 24616.6 Backgound Scale: 9.06471. ITERATION NUMBER 384. Current Log-Posterior: 390245 Step Size: -989.4236626 Smoothing Hyper-parameters: 0.376928 0.520390 0.398738 0.248558 0.233345 0.213061 Expected Total MS Cnt: 24505.3 Backgound Scale: 9.0004. ITERATION NUMBER 385. Current Log-Posterior: 389646 Step Size: -599.341331 Smoothing Hyper-parameters: 0.383534 0.509818 0.440680 0.265533 0.158271 0.198351 Expected Total MS Cnt: 24743.3 Backgound Scale: 9.08339. ITERATION NUMBER 386. Current Log-Posterior: 389644 Step Size: -1.864179338 Smoothing Hyper-parameters: 0.365250 0.454796 0.414323 0.269095 0.121878 0.340817 Expected Total MS Cnt: 25009.4 Backgound Scale: 9.01095. ITERATION NUMBER 387. Current Log-Posterior: 390172 Step Size: 528.036374 Smoothing Hyper-parameters: 0.391375 0.473415 0.398195 0.367286 0.188548 0.143969 Expected Total MS Cnt: 25007.2 Backgound Scale: 9.01998. ITERATION NUMBER 388. Current Log-Posterior: 389600 Step Size: -572.4106639 Smoothing Hyper-parameters: 0.413508 0.470996 0.449890 0.361279 0.099289 0.188967 Expected Total MS Cnt: 24655.2 Backgound Scale: 8.99277. ITERATION NUMBER 389. Current Log-Posterior: 389270 Step Size: -330.1115595 Smoothing Hyper-parameters: 0.464960 0.434242 0.449894 0.241462 0.154146 0.269969 Expected Total MS Cnt: 24889.8 Backgound Scale: 9.03862. ITERATION NUMBER 390. Current Log-Posterior: 388335 Step Size: -934.6161522 Smoothing Hyper-parameters: 0.421670 0.448807 0.337412 0.344759 0.278382 0.210139 Expected Total MS Cnt: 25024.1 Backgound Scale: 8.991. ITERATION NUMBER 391. Current Log-Posterior: 389118 Step Size: 782.8270272 Smoothing Hyper-parameters: 0.372996 0.501758 0.411665 0.338886 0.187846 0.210139 Expected Total MS Cnt: 24920.3 Backgound Scale: 9.02168. ITERATION NUMBER 392. Current Log-Posterior: 389827 Step Size: 708.9652534 Smoothing Hyper-parameters: 0.389112 0.506502 0.351382 0.332406 0.159440 0.290413 Expected Total MS Cnt: 25359.9 Backgound Scale: 8.98041. ITERATION NUMBER 393. Current Log-Posterior: 389417 Step Size: -410.1774748 Smoothing Hyper-parameters: 0.386390 0.389958 0.517784 0.285526 0.262959 0.224056 Expected Total MS Cnt: 24906.9 Backgound Scale: 8.99663. ITERATION NUMBER 394. Current Log-Posterior: 389913 Step Size: 496.2187696 Smoothing Hyper-parameters: 0.386812 0.512673 0.404138 0.227341 0.281199 0.122824 Expected Total MS Cnt: 24858.2 Backgound Scale: 9.03521. ITERATION NUMBER 395. Current Log-Posterior: 389628 Step Size: -284.877389 Smoothing Hyper-parameters: 0.449901 0.422291 0.467069 0.336842 0.196009 0.129030 Expected Total MS Cnt: 24743.1 Backgound Scale: 8.98384. ITERATION NUMBER 396. Current Log-Posterior: 388627 Step Size: -1001.095472 Smoothing Hyper-parameters: 0.476783 0.436621 0.351074 0.269313 0.268469 0.133205 Expected Total MS Cnt: 25095.2 Backgound Scale: 8.96827. ITERATION NUMBER 397. Current Log-Posterior: 388349 Step Size: -278.1971874 Smoothing Hyper-parameters: 0.411300 0.475146 0.482549 0.232108 0.196943 0.200920 Expected Total MS Cnt: 24906.1 Backgound Scale: 8.97196. ITERATION NUMBER 398. Current Log-Posterior: 389160 Step Size: 810.9602626 Smoothing Hyper-parameters: 0.459289 0.392573 0.444610 0.249887 0.147205 0.212884 Expected Total MS Cnt: 25183.2 Backgound Scale: 9.00891. ITERATION NUMBER 399. Current Log-Posterior: 388689 Step Size: -470.9415947 Smoothing Hyper-parameters: 0.398920 0.433003 0.461380 0.188956 0.306607 0.205938 Expected Total MS Cnt: 25147.1 Backgound Scale: 8.96045. ITERATION NUMBER 400. Current Log-Posterior: 389590 Step Size: 901.662003 Smoothing Hyper-parameters: 0.363705 0.571214 0.357179 0.253085 0.247034 0.145465 Expected Total MS Cnt: 25075.7 Backgound Scale: 9.05222. ITERATION NUMBER 401. Current Log-Posterior: 390082 Step Size: 491.9499268 Smoothing Hyper-parameters: 0.437376 0.482171 0.324791 0.323370 0.134039 0.171167 Expected Total MS Cnt: 25202.3 Backgound Scale: 8.96664. ITERATION NUMBER 402. Current Log-Posterior: 388790 Step Size: -1292.534795 Smoothing Hyper-parameters: 0.333446 0.451052 0.523471 0.321944 0.171485 0.129148 Expected Total MS Cnt: 25074.1 Backgound Scale: 8.9567. ITERATION NUMBER 403. Current Log-Posterior: 390702 Step Size: 1912.145342 Smoothing Hyper-parameters: 0.363935 0.459382 0.412085 0.347551 0.314810 0.235121 Expected Total MS Cnt: 25273.9 Backgound Scale: 9.03493. ITERATION NUMBER 404. Current Log-Posterior: 390146 Step Size: -556.1830108 Smoothing Hyper-parameters: 0.456962 0.523596 0.409471 0.228054 0.211123 0.215696 Expected Total MS Cnt: 24931.7 Backgound Scale: 8.9617. ITERATION NUMBER 405. Current Log-Posterior: 388196 Step Size: -1949.933063 Smoothing Hyper-parameters: 0.447680 0.462259 0.425148 0.395795 0.236318 0.157159 Expected Total MS Cnt: 25193.2 Backgound Scale: 8.98149. ITERATION NUMBER 406. Current Log-Posterior: 388607 Step Size: 411.4515673 Smoothing Hyper-parameters: 0.348900 0.446735 0.573440 0.344195 0.297381 0.168511 Expected Total MS Cnt: 25246.4 Backgound Scale: 9.01422. ITERATION NUMBER 407. Current Log-Posterior: 390545 Step Size: 1937.465702 Smoothing Hyper-parameters: 0.465814 0.441600 0.398730 0.291021 0.128668 0.292696 Expected Total MS Cnt: 25141 Backgound Scale: 8.97552. ITERATION NUMBER 408. Current Log-Posterior: 388244 Step Size: -2300.287747 Smoothing Hyper-parameters: 0.437394 0.509604 0.419492 0.284920 0.219608 0.264234 Expected Total MS Cnt: 25084.2 Backgound Scale: 8.9586. ITERATION NUMBER 409. Current Log-Posterior: 388609 Step Size: 364.3350906 Smoothing Hyper-parameters: 0.442819 0.489852 0.368306 0.333134 0.221998 0.204239 Expected Total MS Cnt: 25002.5 Backgound Scale: 9.0349. ITERATION NUMBER 410. Current Log-Posterior: 388447 Step Size: -161.9192569 Smoothing Hyper-parameters: 0.442895 0.402953 0.396316 0.265725 0.199001 0.245246 Expected Total MS Cnt: 24872.5 Backgound Scale: 9.05033. ITERATION NUMBER 411. Current Log-Posterior: 388846 Step Size: 399.6234206 Smoothing Hyper-parameters: 0.466764 0.427120 0.354002 0.311788 0.341035 0.201550 Expected Total MS Cnt: 24555.7 Backgound Scale: 9.03037. ITERATION NUMBER 412. Current Log-Posterior: 388528 Step Size: -318.6151851 Smoothing Hyper-parameters: 0.461972 0.354146 0.354445 0.233605 0.169957 0.256703 Expected Total MS Cnt: 25046.1 Backgound Scale: 9.07983. ITERATION NUMBER 413. Current Log-Posterior: 388978 Step Size: 450.4531943 Smoothing Hyper-parameters: 0.341056 0.551856 0.399928 0.391288 0.168140 0.366508 Expected Total MS Cnt: 24810.6 Backgound Scale: 9.08565. ITERATION NUMBER 414. Current Log-Posterior: 390290 Step Size: 1312.125926 Smoothing Hyper-parameters: 0.423146 0.414751 0.320039 0.266714 0.161582 0.117771 Expected Total MS Cnt: 24691.5 Backgound Scale: 9.05292. ITERATION NUMBER 415. Current Log-Posterior: 389183 Step Size: -1106.930689 Smoothing Hyper-parameters: 0.464397 0.370489 0.357184 0.249018 0.226349 0.225127 Expected Total MS Cnt: 24581.7 Backgound Scale: 9.018. ITERATION NUMBER 416. Current Log-Posterior: 388697 Step Size: -486.9462653 Smoothing Hyper-parameters: 0.467356 0.357463 0.350932 0.345925 0.151032 0.163132 Expected Total MS Cnt: 24972.8 Backgound Scale: 9.04032. ITERATION NUMBER 417. Current Log-Posterior: 388725 Step Size: 28.13742425 Smoothing Hyper-parameters: 0.438664 0.493270 0.468041 0.362343 0.107854 0.146122 Expected Total MS Cnt: 24931.4 Backgound Scale: 9.00119. ITERATION NUMBER 418. Current Log-Posterior: 388554 Step Size: -170.5135743 Smoothing Hyper-parameters: 0.451440 0.401961 0.380603 0.262028 0.310836 0.296389 Expected Total MS Cnt: 25187.3 Backgound Scale: 9.05309. ITERATION NUMBER 419. Current Log-Posterior: 388722 Step Size: 167.4023613 Smoothing Hyper-parameters: 0.447873 0.390486 0.320245 0.328587 0.313038 0.106330 Expected Total MS Cnt: 24588.7 Backgound Scale: 9.07164. ITERATION NUMBER 420. Current Log-Posterior: 388991 Step Size: 269.4685065 Smoothing Hyper-parameters: 0.428804 0.360210 0.386767 0.232867 0.181704 0.246497 Expected Total MS Cnt: 24520.6 Backgound Scale: 9.05795. ITERATION NUMBER 421. Current Log-Posterior: 389349 Step Size: 358.2716599 Smoothing Hyper-parameters: 0.503836 0.373425 0.427167 0.307801 0.138417 0.163563 Expected Total MS Cnt: 24793.4 Backgound Scale: 9.00565. ITERATION NUMBER 422. Current Log-Posterior: 388006 Step Size: -1342.980959 Smoothing Hyper-parameters: 0.496342 0.363967 0.321596 0.243907 0.211092 0.227737 Expected Total MS Cnt: 24775.2 Backgound Scale: 9.00956. ITERATION NUMBER 423. Current Log-Posterior: 388458 Step Size: 451.9830388 Smoothing Hyper-parameters: 0.454521 0.458101 0.352336 0.250194 0.261798 0.161573 Expected Total MS Cnt: 25017.4 Backgound Scale: 8.99881. ITERATION NUMBER 424. Current Log-Posterior: 388375 Step Size: -83.29842656 Smoothing Hyper-parameters: 0.516698 0.360255 0.400293 0.245995 0.198066 0.227206 Expected Total MS Cnt: 25475.8 Backgound Scale: 8.97662. ITERATION NUMBER 425. Current Log-Posterior: 387925 Step Size: -450.443487 Smoothing Hyper-parameters: 0.386033 0.420571 0.433884 0.227267 0.211749 0.251360 Expected Total MS Cnt: 25677.1 Backgound Scale: 8.94394. ITERATION NUMBER 426. Current Log-Posterior: 390018 Step Size: 2093.171192 Smoothing Hyper-parameters: 0.415604 0.479393 0.439504 0.217617 0.227814 0.303534 Expected Total MS Cnt: 24896.5 Backgound Scale: 8.99739. ITERATION NUMBER 427. Current Log-Posterior: 388875 Step Size: -1142.737872 Smoothing Hyper-parameters: 0.369537 0.377118 0.414178 0.288196 0.309482 0.163237 Expected Total MS Cnt: 25051.5 Backgound Scale: 8.91569. ITERATION NUMBER 428. Current Log-Posterior: 390407 Step Size: 1532.436646 Smoothing Hyper-parameters: 0.393294 0.463415 0.377120 0.305158 0.201156 0.314421 Expected Total MS Cnt: 24972.9 Backgound Scale: 8.95307. ITERATION NUMBER 429. Current Log-Posterior: 389579 Step Size: -828.787479 Smoothing Hyper-parameters: 0.360205 0.520604 0.367920 0.271244 0.204067 0.221959 Expected Total MS Cnt: 25204.1 Backgound Scale: 9.00529. ITERATION NUMBER 430. Current Log-Posterior: 390016 Step Size: 436.8689677 Smoothing Hyper-parameters: 0.405751 0.400720 0.419752 0.371114 0.232116 0.203810 Expected Total MS Cnt: 25141 Backgound Scale: 9.05385. ITERATION NUMBER 431. Current Log-Posterior: 389470 Step Size: -545.7905309 Smoothing Hyper-parameters: 0.373369 0.409939 0.407618 0.305797 0.327264 0.313603 Expected Total MS Cnt: 25357.8 Backgound Scale: 9.00645. ITERATION NUMBER 432. Current Log-Posterior: 390179 Step Size: 708.8743085 Smoothing Hyper-parameters: 0.387740 0.474748 0.415108 0.189472 0.229501 0.182990 Expected Total MS Cnt: 25531.8 Backgound Scale: 9.00116. ITERATION NUMBER 433. Current Log-Posterior: 389514 Step Size: -664.5834694 Smoothing Hyper-parameters: 0.431352 0.447430 0.384307 0.204961 0.153825 0.226213 Expected Total MS Cnt: 25338.7 Backgound Scale: 8.9453. ITERATION NUMBER 434. Current Log-Posterior: 388940 Step Size: -574.1211052 Smoothing Hyper-parameters: 0.477451 0.442609 0.358273 0.371325 0.097362 0.174119 Expected Total MS Cnt: 25232.2 Backgound Scale: 8.93737. ITERATION NUMBER 435. Current Log-Posterior: 388250 Step Size: -690.166682 Smoothing Hyper-parameters: 0.511956 0.430883 0.463685 0.380554 0.205863 0.279335 Expected Total MS Cnt: 25464.7 Backgound Scale: 8.941. ITERATION NUMBER 436. Current Log-Posterior: 387536 Step Size: -714.0103918 Smoothing Hyper-parameters: 0.514505 0.375619 0.478431 0.187352 0.232795 0.291853 Expected Total MS Cnt: 25631.4 Backgound Scale: 8.87688. ITERATION NUMBER 437. Current Log-Posterior: 387904 Step Size: 368.4788916 Smoothing Hyper-parameters: 0.368851 0.513365 0.331649 0.339635 0.110955 0.211297 Expected Total MS Cnt: 25341.1 Backgound Scale: 8.90574. ITERATION NUMBER 438. Current Log-Posterior: 389886 Step Size: 1982.042108 Smoothing Hyper-parameters: 0.416463 0.507461 0.413221 0.293358 0.244427 0.156042 Expected Total MS Cnt: 25428.2 Backgound Scale: 8.94726. ITERATION NUMBER 439. Current Log-Posterior: 388908 Step Size: -977.8846476 Smoothing Hyper-parameters: 0.460756 0.398206 0.375173 0.349349 0.167297 0.231809 Expected Total MS Cnt: 24929.8 Backgound Scale: 8.91424. ITERATION NUMBER 440. Current Log-Posterior: 388665 Step Size: -243.4773372 Smoothing Hyper-parameters: 0.366593 0.468047 0.376633 0.308821 0.353719 0.151878 Expected Total MS Cnt: 24892.2 Backgound Scale: 9.0154. ITERATION NUMBER 441. Current Log-Posterior: 390112 Step Size: 1447.45355 Smoothing Hyper-parameters: 0.373807 0.478598 0.388383 0.330095 0.047072 0.253814 Expected Total MS Cnt: 25337.2 Backgound Scale: 8.94837. ITERATION NUMBER 442. Current Log-Posterior: 389994 Step Size: -118.3732909 Smoothing Hyper-parameters: 0.393209 0.450264 0.444544 0.302830 0.358718 0.192855 Expected Total MS Cnt: 25042.3 Backgound Scale: 8.95038. ITERATION NUMBER 443. Current Log-Posterior: 389475 Step Size: -518.4999574 Smoothing Hyper-parameters: 0.457247 0.459993 0.453324 0.368678 0.234604 0.337926 Expected Total MS Cnt: 25509.3 Backgound Scale: 8.89671. ITERATION NUMBER 444. Current Log-Posterior: 388240 Step Size: -1235.076184 Smoothing Hyper-parameters: 0.486064 0.475781 0.393991 0.238161 0.238354 0.166567 Expected Total MS Cnt: 25352.8 Backgound Scale: 8.98593. ITERATION NUMBER 445. Current Log-Posterior: 387873 Step Size: -366.8977072 Smoothing Hyper-parameters: 0.415325 0.504763 0.450259 0.266040 0.126882 0.117372 Expected Total MS Cnt: 24934.1 Backgound Scale: 9.01479. ITERATION NUMBER 446. Current Log-Posterior: 388972 Step Size: 1098.5441 Smoothing Hyper-parameters: 0.449484 0.372743 0.388650 0.372236 0.111817 0.173177 Expected Total MS Cnt: 25052.4 Backgound Scale: 8.97861. ITERATION NUMBER 447. Current Log-Posterior: 388885 Step Size: -86.75850331 Smoothing Hyper-parameters: 0.456462 0.479167 0.368649 0.202921 0.327239 0.163758 Expected Total MS Cnt: 25020.1 Backgound Scale: 8.98676. ITERATION NUMBER 448. Current Log-Posterior: 388405 Step Size: -480.141282 Smoothing Hyper-parameters: 0.500782 0.393655 0.467722 0.262363 0.159378 0.143911 Expected Total MS Cnt: 25118.8 Backgound Scale: 8.97367. ITERATION NUMBER 449. Current Log-Posterior: 387941 Step Size: -463.6797562 Smoothing Hyper-parameters: 0.395940 0.490425 0.467355 0.307481 0.251732 0.237142 Expected Total MS Cnt: 25307.1 Backgound Scale: 8.97436. ITERATION NUMBER 450. Current Log-Posterior: 389366 Step Size: 1424.433609 Smoothing Hyper-parameters: 0.425894 0.515439 0.338659 0.308985 0.233349 0.320403 Expected Total MS Cnt: 25348.5 Backgound Scale: 8.91663. ITERATION NUMBER 451. Current Log-Posterior: 388677 Step Size: -689.1398879 Smoothing Hyper-parameters: 0.437247 0.385292 0.430862 0.288466 0.299232 0.119236 Expected Total MS Cnt: 25416.3 Backgound Scale: 8.9028. ITERATION NUMBER 452. Current Log-Posterior: 388993 Step Size: 316.5642305 Smoothing Hyper-parameters: 0.405093 0.518074 0.427752 0.314169 0.250885 0.308355 Expected Total MS Cnt: 25282.2 Backgound Scale: 8.94013. ITERATION NUMBER 453. Current Log-Posterior: 388831 Step Size: -162.4587282 Smoothing Hyper-parameters: 0.424857 0.432551 0.384914 0.281043 0.191243 0.288358 Expected Total MS Cnt: 25143.2 Backgound Scale: 8.96666. ITERATION NUMBER 454. Current Log-Posterior: 389051 Step Size: 220.5212922 Smoothing Hyper-parameters: 0.432027 0.548951 0.352708 0.289932 0.258754 0.175440 Expected Total MS Cnt: 25373.8 Backgound Scale: 9.01421. ITERATION NUMBER 455. Current Log-Posterior: 388454 Step Size: -596.9955732 Smoothing Hyper-parameters: 0.415772 0.391619 0.407076 0.346239 0.198573 0.258522 Expected Total MS Cnt: 25216.1 Backgound Scale: 9.01069. ITERATION NUMBER 456. Current Log-Posterior: 389356 Step Size: 901.1466474 Smoothing Hyper-parameters: 0.466063 0.521932 0.380845 0.273670 0.211982 0.109615 Expected Total MS Cnt: 25236.1 Backgound Scale: 9.024. ITERATION NUMBER 457. Current Log-Posterior: 388088 Step Size: -1267.922904 Smoothing Hyper-parameters: 0.442133 0.424675 0.339886 0.246275 0.239792 0.172738 Expected Total MS Cnt: 25171.3 Backgound Scale: 9.02672. ITERATION NUMBER 458. Current Log-Posterior: 389006 Step Size: 918.3230128 Smoothing Hyper-parameters: 0.385812 0.488706 0.425161 0.224784 0.252173 0.264638 Expected Total MS Cnt: 24801.7 Backgound Scale: 9.05913. ITERATION NUMBER 459. Current Log-Posterior: 389611 Step Size: 604.7872142 Smoothing Hyper-parameters: 0.358380 0.517703 0.373947 0.295208 0.229848 0.102826 Expected Total MS Cnt: 24993.3 Backgound Scale: 9.04425. ITERATION NUMBER 460. Current Log-Posterior: 390144 Step Size: 532.8750566 Smoothing Hyper-parameters: 0.412178 0.467931 0.424540 0.303136 0.178870 0.262596 Expected Total MS Cnt: 24757.4 Backgound Scale: 9.05147. ITERATION NUMBER 461. Current Log-Posterior: 389219 Step Size: -924.5094887 Smoothing Hyper-parameters: 0.375550 0.441140 0.439586 0.281953 0.148161 0.108901 Expected Total MS Cnt: 24968.8 Backgound Scale: 8.97588. ITERATION NUMBER 462. Current Log-Posterior: 390044 Step Size: 825.3308179 Smoothing Hyper-parameters: 0.462978 0.472892 0.439586 0.302226 0.221668 0.162106 Expected Total MS Cnt: 25195 Backgound Scale: 9.01857. ITERATION NUMBER 463. Current Log-Posterior: 388097 Step Size: -1947.696518 Smoothing Hyper-parameters: 0.471880 0.553389 0.397227 0.335323 0.156061 0.280198 Expected Total MS Cnt: 24969.3 Backgound Scale: 9.00574. ITERATION NUMBER 464. Current Log-Posterior: 387751 Step Size: -345.24476 Smoothing Hyper-parameters: 0.459878 0.460629 0.449824 0.285509 0.140406 0.123368 Expected Total MS Cnt: 25051.6 Backgound Scale: 8.99119. ITERATION NUMBER 465. Current Log-Posterior: 388240 Step Size: 488.7391428 Smoothing Hyper-parameters: 0.395301 0.459167 0.394642 0.353733 0.320936 0.104322 Expected Total MS Cnt: 25247.6 Backgound Scale: 9.04824. ITERATION NUMBER 466. Current Log-Posterior: 389540 Step Size: 1299.835068 Smoothing Hyper-parameters: 0.386723 0.488797 0.458713 0.358585 0.264888 0.086482 Expected Total MS Cnt: 24604 Backgound Scale: 9.02373. ITERATION NUMBER 467. Current Log-Posterior: 389516 Step Size: -24.28099174 Smoothing Hyper-parameters: 0.458848 0.479654 0.409495 0.198941 0.109470 0.146751 Expected Total MS Cnt: 24810 Backgound Scale: 8.98939. ITERATION NUMBER 468. Current Log-Posterior: 388339 Step Size: -1176.511021 Smoothing Hyper-parameters: 0.425384 0.361208 0.479596 0.299405 0.135381 0.232036 Expected Total MS Cnt: 24784.4 Backgound Scale: 8.99684. ITERATION NUMBER 469. Current Log-Posterior: 389243 Step Size: 903.6846649 Smoothing Hyper-parameters: 0.431661 0.534263 0.472312 0.354220 0.172674 0.096199 Expected Total MS Cnt: 25214 Backgound Scale: 8.9967. ITERATION NUMBER 470. Current Log-Posterior: 388366 Step Size: -877.2944135 Smoothing Hyper-parameters: 0.426572 0.560291 0.465274 0.304978 0.272490 0.156961 Expected Total MS Cnt: 25267.3 Backgound Scale: 8.91973. ITERATION NUMBER 471. Current Log-Posterior: 388562 Step Size: 196.4503688 Smoothing Hyper-parameters: 0.422022 0.439646 0.331446 0.417647 0.225915 0.209909 Expected Total MS Cnt: 24937.7 Backgound Scale: 9.03624. ITERATION NUMBER 472. Current Log-Posterior: 389164 Step Size: 602.1969968 Smoothing Hyper-parameters: 0.474863 0.436336 0.451085 0.378847 0.275156 0.214644 Expected Total MS Cnt: 25115.9 Backgound Scale: 8.98815. ITERATION NUMBER 473. Current Log-Posterior: 388003 Step Size: -1161.687706 Smoothing Hyper-parameters: 0.418510 0.471103 0.473755 0.352423 0.256990 0.231215 Expected Total MS Cnt: 25144.7 Backgound Scale: 9.00498. ITERATION NUMBER 474. Current Log-Posterior: 388927 Step Size: 924.3603283 Smoothing Hyper-parameters: 0.402749 0.433765 0.506061 0.300541 0.242369 0.345167 Expected Total MS Cnt: 25412.9 Backgound Scale: 8.97835. ITERATION NUMBER 475. Current Log-Posterior: 389385 Step Size: 457.703429 Smoothing Hyper-parameters: 0.435084 0.492870 0.315964 0.406397 0.184178 0.200646 Expected Total MS Cnt: 25333 Backgound Scale: 8.97535. ITERATION NUMBER 476. Current Log-Posterior: 388747 Step Size: -637.6084063 Smoothing Hyper-parameters: 0.403752 0.487669 0.497434 0.292480 0.261210 0.285913 Expected Total MS Cnt: 25296 Backgound Scale: 8.92879. ITERATION NUMBER 477. Current Log-Posterior: 389081 Step Size: 333.7508808 Smoothing Hyper-parameters: 0.486312 0.422345 0.434708 0.347416 0.182249 0.256493 Expected Total MS Cnt: 25119.6 Backgound Scale: 8.95675. ITERATION NUMBER 478. Current Log-Posterior: 388083 Step Size: -997.8765924 Smoothing Hyper-parameters: 0.436950 0.375001 0.453498 0.293445 0.170192 0.103415 Expected Total MS Cnt: 25222.4 Backgound Scale: 8.94274. ITERATION NUMBER 479. Current Log-Posterior: 389119 Step Size: 1036.323774 Smoothing Hyper-parameters: 0.453286 0.420923 0.386006 0.327668 0.138860 0.309187 Expected Total MS Cnt: 25114.3 Backgound Scale: 8.97793. ITERATION NUMBER 480. Current Log-Posterior: 388654 Step Size: -465.1767703 Smoothing Hyper-parameters: 0.514661 0.403653 0.372595 0.241339 0.365654 0.148218 Expected Total MS Cnt: 24738.2 Backgound Scale: 8.97613. ITERATION NUMBER 481. Current Log-Posterior: 387878 Step Size: -776.4781101 Smoothing Hyper-parameters: 0.369033 0.417141 0.448722 0.271584 0.141773 0.316549 Expected Total MS Cnt: 24765.2 Backgound Scale: 9.03391. ITERATION NUMBER 482. Current Log-Posterior: 390184 Step Size: 2306.683499 Smoothing Hyper-parameters: 0.361230 0.528776 0.435724 0.318053 0.079608 0.175870 Expected Total MS Cnt: 25075.8 Backgound Scale: 8.96371. ITERATION NUMBER 483. Current Log-Posterior: 390141 Step Size: -43.52386721 Smoothing Hyper-parameters: 0.454568 0.422482 0.457180 0.331403 0.224087 0.239202 Expected Total MS Cnt: 25263.7 Backgound Scale: 8.99684. ITERATION NUMBER 484. Current Log-Posterior: 388519 Step Size: -1622.048135 Smoothing Hyper-parameters: 0.414370 0.509469 0.437380 0.276535 0.344892 0.207286 Expected Total MS Cnt: 25190.3 Backgound Scale: 8.94112. ITERATION NUMBER 485. Current Log-Posterior: 388906 Step Size: 387.2486968 Smoothing Hyper-parameters: 0.399475 0.444641 0.356022 0.259816 0.388205 0.218369 Expected Total MS Cnt: 25335.5 Backgound Scale: 8.92342. ITERATION NUMBER 486. Current Log-Posterior: 389476 Step Size: 569.5823587 Smoothing Hyper-parameters: 0.377914 0.452913 0.350717 0.376569 0.318856 0.189594 Expected Total MS Cnt: 25251.3 Backgound Scale: 8.96862. ITERATION NUMBER 487. Current Log-Posterior: 389990 Step Size: 514.6199452 Smoothing Hyper-parameters: 0.416050 0.392744 0.489826 0.314925 0.193006 0.137896 Expected Total MS Cnt: 25057.7 Backgound Scale: 8.96831. ITERATION NUMBER 488. Current Log-Posterior: 389184 Step Size: -806.2893089 Smoothing Hyper-parameters: 0.376939 0.543579 0.347298 0.304926 0.308710 0.422078 Expected Total MS Cnt: 24865.6 Backgound Scale: 8.97. ITERATION NUMBER 489. Current Log-Posterior: 389572 Step Size: 387.9893858 Smoothing Hyper-parameters: 0.438896 0.463522 0.436930 0.330712 0.232910 0.244851 Expected Total MS Cnt: 25103.6 Backgound Scale: 9.05717. ITERATION NUMBER 490. Current Log-Posterior: 388510 Step Size: -1061.986159 Smoothing Hyper-parameters: 0.411965 0.496774 0.481283 0.295187 0.154476 0.231257 Expected Total MS Cnt: 24914.9 Backgound Scale: 9.0801. ITERATION NUMBER 491. Current Log-Posterior: 388874 Step Size: 364.3343418 Smoothing Hyper-parameters: 0.463189 0.488847 0.422474 0.230308 0.163056 0.375045 Expected Total MS Cnt: 25183.3 Backgound Scale: 9.0244. ITERATION NUMBER 492. Current Log-Posterior: 388160 Step Size: -714.1037906 Smoothing Hyper-parameters: 0.367965 0.582563 0.376694 0.340094 0.146148 0.285684 Expected Total MS Cnt: 25300.8 Backgound Scale: 8.9998. ITERATION NUMBER 493. Current Log-Posterior: 389680 Step Size: 1519.596847 Smoothing Hyper-parameters: 0.459892 0.496400 0.414335 0.359913 0.231599 0.118177 Expected Total MS Cnt: 25021.1 Backgound Scale: 8.97459. ITERATION NUMBER 494. Current Log-Posterior: 388139 Step Size: -1540.689356 Smoothing Hyper-parameters: 0.373428 0.420823 0.494008 0.279927 0.148367 0.165161 Expected Total MS Cnt: 24930.8 Backgound Scale: 8.96404. ITERATION NUMBER 495. Current Log-Posterior: 390196 Step Size: 2057.496752 Smoothing Hyper-parameters: 0.403209 0.550893 0.483842 0.293985 0.259959 0.191679 Expected Total MS Cnt: 24986.9 Backgound Scale: 8.92707. ITERATION NUMBER 496. Current Log-Posterior: 389013 Step Size: -1183.829043 Smoothing Hyper-parameters: 0.434907 0.505600 0.454849 0.246060 0.262949 0.135272 Expected Total MS Cnt: 24849.1 Backgound Scale: 8.97588. ITERATION NUMBER 497. Current Log-Posterior: 388560 Step Size: -453.0594107 Smoothing Hyper-parameters: 0.497627 0.478236 0.365258 0.274611 0.092007 0.253034 Expected Total MS Cnt: 24936.8 Backgound Scale: 9.02604. ITERATION NUMBER 498. Current Log-Posterior: 387824 Step Size: -735.2564421 Smoothing Hyper-parameters: 0.275263 0.419170 0.507630 0.243215 0.194855 0.117577 Expected Total MS Cnt: 25088.5 Backgound Scale: 8.99464. ITERATION NUMBER 499. Current Log-Posterior: 392724 Step Size: 4899.439655 Smoothing Hyper-parameters: 0.370522 0.468474 0.532843 0.274311 0.151695 0.244655 Expected Total MS Cnt: 24560.7 Backgound Scale: 9.02189. ITERATION NUMBER 500. Current Log-Posterior: 390115 Step Size: -2609.128262 Smoothing Hyper-parameters: 0.415365 0.398923 0.372157 0.292611 0.237683 0.151239 Expected Total MS Cnt: 24823.5 Backgound Scale: 9.05227. ITERATION NUMBER 501. Current Log-Posterior: 389257 Step Size: -857.7512953 Smoothing Hyper-parameters: 0.388081 0.458094 0.384210 0.375207 0.196440 0.291895 Expected Total MS Cnt: 24791.5 Backgound Scale: 9.03771. ITERATION NUMBER 502. Current Log-Posterior: 389545 Step Size: 288.5305723 Smoothing Hyper-parameters: 0.485708 0.421435 0.361704 0.438281 0.241344 0.414747 Expected Total MS Cnt: 24627.3 Backgound Scale: 9.02188. ITERATION NUMBER 503. Current Log-Posterior: 388146 Step Size: -1399.300481 Smoothing Hyper-parameters: 0.363385 0.397999 0.453088 0.320149 0.244033 0.236242 Expected Total MS Cnt: 24738.2 Backgound Scale: 9.00739. ITERATION NUMBER 504. Current Log-Posterior: 390453 Step Size: 2306.780904 Smoothing Hyper-parameters: 0.461196 0.405270 0.440011 0.268192 0.227324 0.222678 Expected Total MS Cnt: 24888.5 Backgound Scale: 9.08097. ITERATION NUMBER 505. Current Log-Posterior: 388473 Step Size: -1979.747942 Smoothing Hyper-parameters: 0.355391 0.448314 0.465857 0.308195 0.227538 0.165716 Expected Total MS Cnt: 24874 Backgound Scale: 9.02898. ITERATION NUMBER 506. Current Log-Posterior: 390336 Step Size: 1862.934204 Smoothing Hyper-parameters: 0.347917 0.526184 0.375413 0.257765 0.323470 0.102154 Expected Total MS Cnt: 25074.2 Backgound Scale: 9.07151. ITERATION NUMBER 507. Current Log-Posterior: 390322 Step Size: -14.55439007 Smoothing Hyper-parameters: 0.423580 0.431839 0.326816 0.431491 0.195276 0.240871 Expected Total MS Cnt: 25040.6 Backgound Scale: 9.04959. ITERATION NUMBER 508. Current Log-Posterior: 389083 Step Size: -1238.774756 Smoothing Hyper-parameters: 0.343534 0.546178 0.413769 0.227543 0.259901 0.320193 Expected Total MS Cnt: 24886.7 Backgound Scale: 9.06219. ITERATION NUMBER 509. Current Log-Posterior: 390461 Step Size: 1378.477808 Smoothing Hyper-parameters: 0.431919 0.459133 0.491978 0.274890 0.113127 0.163221 Expected Total MS Cnt: 25052.9 Backgound Scale: 9.03007. ITERATION NUMBER 510. Current Log-Posterior: 388614 Step Size: -1847.406192 Smoothing Hyper-parameters: 0.336140 0.399179 0.476047 0.303527 0.205738 0.193891 Expected Total MS Cnt: 24830.3 Backgound Scale: 9.02426. ITERATION NUMBER 511. Current Log-Posterior: 390897 Step Size: 2283.256092 Smoothing Hyper-parameters: 0.431117 0.424951 0.356466 0.345203 0.202500 0.222933 Expected Total MS Cnt: 24633.5 Backgound Scale: 9.04728. ITERATION NUMBER 512. Current Log-Posterior: 388979 Step Size: -1918.462992 Smoothing Hyper-parameters: 0.451731 0.453455 0.452380 0.188437 0.215557 0.209174 Expected Total MS Cnt: 25007.1 Backgound Scale: 8.9542. ITERATION NUMBER 513. Current Log-Posterior: 388577 Step Size: -401.9377967 Smoothing Hyper-parameters: 0.462419 0.372512 0.483589 0.356303 0.067122 0.288112 Expected Total MS Cnt: 24868.5 Backgound Scale: 9.04621. ITERATION NUMBER 514. Current Log-Posterior: 388701 Step Size: 123.9442134 Smoothing Hyper-parameters: 0.359143 0.441864 0.407605 0.226893 0.236065 0.179733 Expected Total MS Cnt: 25061.1 Backgound Scale: 8.95825. ITERATION NUMBER 515. Current Log-Posterior: 390542 Step Size: 1841.671451 Smoothing Hyper-parameters: 0.378388 0.388706 0.375646 0.297162 0.144633 0.121118 Expected Total MS Cnt: 25042.8 Backgound Scale: 9.05932. ITERATION NUMBER 516. Current Log-Posterior: 390033 Step Size: -509.1709813 Smoothing Hyper-parameters: 0.399889 0.412502 0.434175 0.179810 0.114187 0.126921 Expected Total MS Cnt: 24965.1 Backgound Scale: 9.00443. ITERATION NUMBER 517. Current Log-Posterior: 389729 Step Size: -304.1927089 Smoothing Hyper-parameters: 0.364120 0.400917 0.462305 0.234550 0.304022 0.140504 Expected Total MS Cnt: 24638.5 Backgound Scale: 9.04204. ITERATION NUMBER 518. Current Log-Posterior: 390462 Step Size: 733.1668025 Smoothing Hyper-parameters: 0.380574 0.374158 0.390502 0.199064 0.183976 0.174902 Expected Total MS Cnt: 24277.1 Backgound Scale: 9.03465. ITERATION NUMBER 519. Current Log-Posterior: 390072 Step Size: -390.1227169 Smoothing Hyper-parameters: 0.429251 0.442187 0.420217 0.224269 0.187273 0.191209 Expected Total MS Cnt: 24490.1 Backgound Scale: 9.10088. ITERATION NUMBER 520. Current Log-Posterior: 388943 Step Size: -1128.671805 Smoothing Hyper-parameters: 0.390941 0.419452 0.443067 0.300404 0.211173 0.204940 Expected Total MS Cnt: 24538.6 Backgound Scale: 9.13497. ITERATION NUMBER 521. Current Log-Posterior: 389726 Step Size: 782.1720284 Smoothing Hyper-parameters: 0.407587 0.422130 0.357785 0.297564 0.358349 0.119957 Expected Total MS Cnt: 24649.9 Backgound Scale: 9.17343. ITERATION NUMBER 522. Current Log-Posterior: 389339 Step Size: -386.2299283 Smoothing Hyper-parameters: 0.411596 0.464118 0.438071 0.415232 0.111879 0.284457 Expected Total MS Cnt: 24385.9 Backgound Scale: 9.11997. ITERATION NUMBER 523. Current Log-Posterior: 388965 Step Size: -374.1794754 Smoothing Hyper-parameters: 0.404130 0.479915 0.364834 0.215249 0.352028 0.259642 Expected Total MS Cnt: 24580.2 Backgound Scale: 9.06831. ITERATION NUMBER 524. Current Log-Posterior: 389176 Step Size: 210.9784996 Smoothing Hyper-parameters: 0.363441 0.470642 0.428107 0.364176 0.257931 0.135641 Expected Total MS Cnt: 24260.3 Backgound Scale: 9.06712. ITERATION NUMBER 525. Current Log-Posterior: 390241 Step Size: 1064.476212 Smoothing Hyper-parameters: 0.407275 0.406245 0.490723 0.354851 0.204047 0.137294 Expected Total MS Cnt: 24682.1 Backgound Scale: 9.10087. ITERATION NUMBER 526. Current Log-Posterior: 389360 Step Size: -880.3589627 Smoothing Hyper-parameters: 0.342718 0.459282 0.397261 0.246788 0.324750 0.224502 Expected Total MS Cnt: 24505.7 Backgound Scale: 9.12123. ITERATION NUMBER 527. Current Log-Posterior: 391024 Step Size: 1663.498597 Smoothing Hyper-parameters: 0.325028 0.388462 0.366966 0.300270 0.204378 0.108219 Expected Total MS Cnt: 24665.8 Backgound Scale: 9.06262. ITERATION NUMBER 528. Current Log-Posterior: 391531 Step Size: 506.9418572 Smoothing Hyper-parameters: 0.390452 0.418140 0.415968 0.271242 0.286901 0.196364 Expected Total MS Cnt: 24317.1 Backgound Scale: 9.07224. ITERATION NUMBER 529. Current Log-Posterior: 389749 Step Size: -1781.910334 Smoothing Hyper-parameters: 0.458835 0.387312 0.459780 0.314667 0.233808 0.258199 Expected Total MS Cnt: 24595.8 Backgound Scale: 9.05417. ITERATION NUMBER 530. Current Log-Posterior: 388534 Step Size: -1214.865943 Smoothing Hyper-parameters: 0.384950 0.492458 0.431401 0.389006 0.208767 0.163861 Expected Total MS Cnt: 24673.2 Backgound Scale: 9.00489. ITERATION NUMBER 531. Current Log-Posterior: 389430 Step Size: 895.842897 Smoothing Hyper-parameters: 0.403257 0.488829 0.326655 0.292350 0.276204 0.118060 Expected Total MS Cnt: 24537.5 Backgound Scale: 9.0498. ITERATION NUMBER 532. Current Log-Posterior: 389347 Step Size: -82.71520609 Smoothing Hyper-parameters: 0.390089 0.419039 0.444407 0.343829 0.268818 0.191461 Expected Total MS Cnt: 24501.6 Backgound Scale: 9.04504. ITERATION NUMBER 533. Current Log-Posterior: 389680 Step Size: 332.6224392 Smoothing Hyper-parameters: 0.377011 0.494454 0.408601 0.522820 0.315312 0.251939 Expected Total MS Cnt: 24557.8 Backgound Scale: 9.02867. ITERATION NUMBER 534. Current Log-Posterior: 389702 Step Size: 22.43150785 Smoothing Hyper-parameters: 0.362094 0.551088 0.449724 0.255140 0.210211 0.224156 Expected Total MS Cnt: 24237.5 Backgound Scale: 9.04453. ITERATION NUMBER 535. Current Log-Posterior: 389902 Step Size: 200.2126057 Smoothing Hyper-parameters: 0.451384 0.438141 0.325588 0.299897 0.333063 0.272574 Expected Total MS Cnt: 24444 Backgound Scale: 9.06189. ITERATION NUMBER 536. Current Log-Posterior: 388583 Step Size: -1319.344793 Smoothing Hyper-parameters: 0.440950 0.416385 0.386927 0.229472 0.138091 0.119005 Expected Total MS Cnt: 24626.7 Backgound Scale: 9.10798. ITERATION NUMBER 537. Current Log-Posterior: 388876 Step Size: 293.2732381 Smoothing Hyper-parameters: 0.463558 0.355713 0.355515 0.230555 0.295880 0.290489 Expected Total MS Cnt: 24750.5 Backgound Scale: 9.07089. ITERATION NUMBER 538. Current Log-Posterior: 388845 Step Size: -30.70063016 Smoothing Hyper-parameters: 0.437293 0.483285 0.365757 0.329046 0.271715 0.149306 Expected Total MS Cnt: 24641.9 Backgound Scale: 9.05293. ITERATION NUMBER 539. Current Log-Posterior: 388576 Step Size: -269.0410493 Smoothing Hyper-parameters: 0.365803 0.472888 0.492348 0.318082 0.201818 0.268529 Expected Total MS Cnt: 24828.9 Backgound Scale: 9.01972. ITERATION NUMBER 540. Current Log-Posterior: 389906 Step Size: 1329.107287 Smoothing Hyper-parameters: 0.333246 0.493769 0.447043 0.199481 0.195539 0.205077 Expected Total MS Cnt: 24456.5 Backgound Scale: 9.01843. ITERATION NUMBER 541. Current Log-Posterior: 390918 Step Size: 1012.195543 Smoothing Hyper-parameters: 0.376282 0.497858 0.466400 0.351229 0.113688 0.266755 Expected Total MS Cnt: 24346.4 Backgound Scale: 9.02464. ITERATION NUMBER 542. Current Log-Posterior: 389845 Step Size: -1072.844061 Smoothing Hyper-parameters: 0.413900 0.440468 0.362204 0.231153 0.356821 0.221380 Expected Total MS Cnt: 24476.6 Backgound Scale: 9.02424. ITERATION NUMBER 543. Current Log-Posterior: 389345 Step Size: -500.2380265 Smoothing Hyper-parameters: 0.420585 0.484138 0.415469 0.250250 0.285281 0.298389 Expected Total MS Cnt: 24422.5 Backgound Scale: 9.04397. ITERATION NUMBER 544. Current Log-Posterior: 388865 Step Size: -479.491131 Smoothing Hyper-parameters: 0.438716 0.417393 0.499593 0.285380 0.136007 0.205485 Expected Total MS Cnt: 24498.8 Backgound Scale: 9.09263. ITERATION NUMBER 545. Current Log-Posterior: 388776 Step Size: -88.7320308 Smoothing Hyper-parameters: 0.382141 0.417699 0.346125 0.188215 0.246166 0.184420 Expected Total MS Cnt: 24238.8 Backgound Scale: 9.00097. ITERATION NUMBER 546. Current Log-Posterior: 390072 Step Size: 1295.51533 Smoothing Hyper-parameters: 0.451647 0.381037 0.490686 0.360190 0.240210 0.232214 Expected Total MS Cnt: 24528.7 Backgound Scale: 9.05455. ITERATION NUMBER 547. Current Log-Posterior: 388669 Step Size: -1402.884365 Smoothing Hyper-parameters: 0.336145 0.411386 0.455628 0.292522 0.157916 0.304530 Expected Total MS Cnt: 24797.5 Backgound Scale: 9.09183. ITERATION NUMBER 548. Current Log-Posterior: 390919 Step Size: 2250.117617 Smoothing Hyper-parameters: 0.398556 0.464987 0.448662 0.346995 0.322114 0.082942 Expected Total MS Cnt: 25001.8 Backgound Scale: 9.02659. ITERATION NUMBER 549. Current Log-Posterior: 389347 Step Size: -1572.149199 Smoothing Hyper-parameters: 0.433742 0.433098 0.386413 0.259285 0.342015 0.135294 Expected Total MS Cnt: 25029.5 Backgound Scale: 8.97201. ITERATION NUMBER 550. Current Log-Posterior: 388886 Step Size: -461.2781496 Smoothing Hyper-parameters: 0.382905 0.505814 0.388887 0.300827 0.133073 0.202559 Expected Total MS Cnt: 25132.7 Backgound Scale: 9.00414. ITERATION NUMBER 551. Current Log-Posterior: 389603 Step Size: 716.8727082 Smoothing Hyper-parameters: 0.368287 0.569764 0.358181 0.238117 0.269113 0.153931 Expected Total MS Cnt: 25370.7 Backgound Scale: 8.99386. ITERATION NUMBER 552. Current Log-Posterior: 389921 Step Size: 317.9438404 Smoothing Hyper-parameters: 0.355912 0.474474 0.423620 0.261969 0.244005 0.268139 Expected Total MS Cnt: 25245.8 Backgound Scale: 8.93006. ITERATION NUMBER 553. Current Log-Posterior: 390401 Step Size: 480.022382 Smoothing Hyper-parameters: 0.384449 0.537529 0.438430 0.218293 0.260871 0.134650 Expected Total MS Cnt: 25461.3 Backgound Scale: 9.0095. ITERATION NUMBER 554. Current Log-Posterior: 389570 Step Size: -830.3012511 Smoothing Hyper-parameters: 0.419410 0.443881 0.446850 0.378808 0.208253 0.225204 Expected Total MS Cnt: 25486 Backgound Scale: 8.97967. ITERATION NUMBER 555. Current Log-Posterior: 389045 Step Size: -525.215482 Smoothing Hyper-parameters: 0.453462 0.377123 0.463219 0.375718 0.168711 0.237363 Expected Total MS Cnt: 25422.2 Backgound Scale: 8.92023. ITERATION NUMBER 556. Current Log-Posterior: 388704 Step Size: -340.9796556 Smoothing Hyper-parameters: 0.416012 0.380863 0.424078 0.370462 0.226437 0.183899 Expected Total MS Cnt: 25411.8 Backgound Scale: 8.98672. ITERATION NUMBER 557. Current Log-Posterior: 389471 Step Size: 766.7156408 Smoothing Hyper-parameters: 0.458573 0.501240 0.440559 0.362139 0.247880 0.254588 Expected Total MS Cnt: 25283.5 Backgound Scale: 9.01096. ITERATION NUMBER 558. Current Log-Posterior: 388170 Step Size: -1300.352074 Smoothing Hyper-parameters: 0.429008 0.494572 0.455898 0.366084 0.230099 0.212504 Expected Total MS Cnt: 25612.8 Backgound Scale: 8.94694. ITERATION NUMBER 559. Current Log-Posterior: 388635 Step Size: 464.1121646 Smoothing Hyper-parameters: 0.407859 0.479357 0.410565 0.351455 0.166979 0.209897 Expected Total MS Cnt: 25511.8 Backgound Scale: 8.98277. ITERATION NUMBER 560. Current Log-Posterior: 389284 Step Size: 649.4047586 Smoothing Hyper-parameters: 0.428587 0.470228 0.446177 0.416950 0.174528 0.266406 Expected Total MS Cnt: 25277.3 Backgound Scale: 8.97555. ITERATION NUMBER 561. Current Log-Posterior: 388701 Step Size: -582.5191537 Smoothing Hyper-parameters: 0.449068 0.499925 0.455144 0.256050 0.276365 0.091438 Expected Total MS Cnt: 25196.8 Backgound Scale: 8.94402. ITERATION NUMBER 562. Current Log-Posterior: 388419 Step Size: -282.0440838 Smoothing Hyper-parameters: 0.395494 0.466201 0.494977 0.314498 0.168445 0.113145 Expected Total MS Cnt: 25085.3 Backgound Scale: 8.9476. ITERATION NUMBER 563. Current Log-Posterior: 389524 Step Size: 1104.339689 Smoothing Hyper-parameters: 0.459477 0.479460 0.406976 0.275987 0.212466 0.331234 Expected Total MS Cnt: 25254.8 Backgound Scale: 8.9313. ITERATION NUMBER 564. Current Log-Posterior: 388221 Step Size: -1302.845732 Smoothing Hyper-parameters: 0.474006 0.420789 0.454640 0.273103 0.133251 0.205402 Expected Total MS Cnt: 25252.7 Backgound Scale: 8.91316. ITERATION NUMBER 565. Current Log-Posterior: 388210 Step Size: -11.37696198 Smoothing Hyper-parameters: 0.316194 0.410607 0.544478 0.276917 0.187811 0.111712 Expected Total MS Cnt: 25200.2 Backgound Scale: 8.92595. ITERATION NUMBER 566. Current Log-Posterior: 391525 Step Size: 3315.781756 Smoothing Hyper-parameters: 0.396757 0.435929 0.427126 0.178517 0.266587 0.227854 Expected Total MS Cnt: 25158.9 Backgound Scale: 8.95298. ITERATION NUMBER 567. Current Log-Posterior: 389626 Step Size: -1899.206859 Smoothing Hyper-parameters: 0.421437 0.397524 0.358712 0.293713 0.270076 0.204179 Expected Total MS Cnt: 25017.7 Backgound Scale: 8.96697. ITERATION NUMBER 568. Current Log-Posterior: 389434 Step Size: -191.8253096 Smoothing Hyper-parameters: 0.343218 0.474151 0.366047 0.263866 0.314920 0.083465 Expected Total MS Cnt: 24684.2 Backgound Scale: 9.00793. ITERATION NUMBER 569. Current Log-Posterior: 390760 Step Size: 1325.936092 Smoothing Hyper-parameters: 0.379097 0.489387 0.402224 0.280442 0.160297 0.143895 Expected Total MS Cnt: 25055.2 Backgound Scale: 9.0407. ITERATION NUMBER 570. Current Log-Posterior: 389804 Step Size: -956.1639326 Smoothing Hyper-parameters: 0.372101 0.502854 0.395594 0.312549 0.236704 0.255318 Expected Total MS Cnt: 24952.5 Backgound Scale: 9.03368. ITERATION NUMBER 571. Current Log-Posterior: 389851 Step Size: 47.00037186 Smoothing Hyper-parameters: 0.404709 0.446433 0.398124 0.269950 0.213399 0.289082 Expected Total MS Cnt: 24690.2 Backgound Scale: 8.95051. ITERATION NUMBER 572. Current Log-Posterior: 389488 Step Size: -362.7276967 Smoothing Hyper-parameters: 0.362183 0.415976 0.372518 0.318959 0.181824 0.084534 Expected Total MS Cnt: 24764.7 Backgound Scale: 8.95915. ITERATION NUMBER 573. Current Log-Posterior: 390397 Step Size: 908.9874146 Smoothing Hyper-parameters: 0.400915 0.446522 0.344174 0.352927 0.157087 0.245612 Expected Total MS Cnt: 25317.3 Backgound Scale: 8.97965. ITERATION NUMBER 574. Current Log-Posterior: 389476 Step Size: -921.5375834 Smoothing Hyper-parameters: 0.413526 0.399327 0.370367 0.273699 0.262196 0.191379 Expected Total MS Cnt: 25492.7 Backgound Scale: 8.90714. ITERATION NUMBER 575. Current Log-Posterior: 389409 Step Size: -66.36560325 Smoothing Hyper-parameters: 0.356046 0.464189 0.320974 0.291882 0.193205 0.339152 Expected Total MS Cnt: 25198.3 Backgound Scale: 8.97474. ITERATION NUMBER 576. Current Log-Posterior: 390395 Step Size: 985.7595386 Smoothing Hyper-parameters: 0.399299 0.456188 0.389083 0.289964 0.282530 0.228894 Expected Total MS Cnt: 24982.2 Backgound Scale: 8.96677. ITERATION NUMBER 577. Current Log-Posterior: 389471 Step Size: -924.559519 Smoothing Hyper-parameters: 0.389717 0.499044 0.371204 0.318142 0.330415 0.163270 Expected Total MS Cnt: 25153.2 Backgound Scale: 8.992. ITERATION NUMBER 578. Current Log-Posterior: 389475 Step Size: 4.739184934 Smoothing Hyper-parameters: 0.384583 0.382576 0.445015 0.241193 0.320056 0.287938 Expected Total MS Cnt: 25187.2 Backgound Scale: 8.98854. ITERATION NUMBER 579. Current Log-Posterior: 390002 Step Size: 526.3730349 Smoothing Hyper-parameters: 0.398399 0.432458 0.491358 0.253416 0.114329 0.300626 Expected Total MS Cnt: 24990.9 Backgound Scale: 8.98132. ITERATION NUMBER 580. Current Log-Posterior: 389584 Step Size: -417.6328456 Smoothing Hyper-parameters: 0.330446 0.542490 0.402135 0.329465 0.164197 0.207695 Expected Total MS Cnt: 25040.3 Backgound Scale: 9.02386. ITERATION NUMBER 581. Current Log-Posterior: 390590 Step Size: 1006.006758 Smoothing Hyper-parameters: 0.425907 0.482670 0.519503 0.263415 0.188047 0.219921 Expected Total MS Cnt: 24955.9 Backgound Scale: 9.02084. ITERATION NUMBER 582. Current Log-Posterior: 388676 Step Size: -1914.351928 Smoothing Hyper-parameters: 0.368768 0.405911 0.495406 0.237094 0.137479 0.163961 Expected Total MS Cnt: 25185.2 Backgound Scale: 9.04174. ITERATION NUMBER 583. Current Log-Posterior: 390243 Step Size: 1567.2795 Smoothing Hyper-parameters: 0.411992 0.456440 0.417817 0.276890 0.192944 0.224480 Expected Total MS Cnt: 24942.2 Backgound Scale: 9.04397. ITERATION NUMBER 584. Current Log-Posterior: 389166 Step Size: -1076.608057 Smoothing Hyper-parameters: 0.424832 0.429567 0.378382 0.267812 0.162987 0.221427 Expected Total MS Cnt: 24849.6 Backgound Scale: 8.96418. ITERATION NUMBER 585. Current Log-Posterior: 388991 Step Size: -175.567092 Smoothing Hyper-parameters: 0.373155 0.563122 0.383035 0.315829 0.306248 0.330072 Expected Total MS Cnt: 25087.2 Backgound Scale: 8.99298. ITERATION NUMBER 586. Current Log-Posterior: 389648 Step Size: 657.0073753 Smoothing Hyper-parameters: 0.340289 0.545946 0.378206 0.273647 0.241957 0.260582 Expected Total MS Cnt: 25075.3 Backgound Scale: 8.995. ITERATION NUMBER 587. Current Log-Posterior: 390495 Step Size: 847.1832178 Smoothing Hyper-parameters: 0.383510 0.527515 0.379109 0.296269 0.220846 0.162063 Expected Total MS Cnt: 25059.1 Backgound Scale: 8.93417. ITERATION NUMBER 588. Current Log-Posterior: 389526 Step Size: -968.728463 Smoothing Hyper-parameters: 0.393631 0.484897 0.436428 0.321872 0.192586 0.146149 Expected Total MS Cnt: 25082.7 Backgound Scale: 8.99973. ITERATION NUMBER 589. Current Log-Posterior: 389408 Step Size: -118.5658919 Smoothing Hyper-parameters: 0.375031 0.413340 0.409543 0.282134 0.162928 0.273156 Expected Total MS Cnt: 24931 Backgound Scale: 8.97281. ITERATION NUMBER 590. Current Log-Posterior: 390099 Step Size: 690.8268504 Smoothing Hyper-parameters: 0.399423 0.420982 0.411893 0.388467 0.255000 0.262917 Expected Total MS Cnt: 25049.7 Backgound Scale: 9.04104. ITERATION NUMBER 591. Current Log-Posterior: 389546 Step Size: -552.7910473 Smoothing Hyper-parameters: 0.451833 0.457945 0.406757 0.226679 0.208143 0.144704 Expected Total MS Cnt: 24858.7 Backgound Scale: 9.02271. ITERATION NUMBER 592. Current Log-Posterior: 388539 Step Size: -1006.750527 Smoothing Hyper-parameters: 0.347564 0.433976 0.444749 0.376709 0.233781 0.097059 Expected Total MS Cnt: 24930.8 Backgound Scale: 9.06181. ITERATION NUMBER 593. Current Log-Posterior: 390705 Step Size: 2166.217748 Smoothing Hyper-parameters: 0.404220 0.377976 0.408551 0.305521 0.259721 0.210163 Expected Total MS Cnt: 24850 Backgound Scale: 9.03036. ITERATION NUMBER 594. Current Log-Posterior: 389851 Step Size: -854.3802693 Smoothing Hyper-parameters: 0.409730 0.430294 0.410083 0.290524 0.244464 0.181067 Expected Total MS Cnt: 24478.8 Backgound Scale: 9.03506. ITERATION NUMBER 595. Current Log-Posterior: 389320 Step Size: -530.3691009 Smoothing Hyper-parameters: 0.321283 0.412209 0.349086 0.210826 0.374409 0.140822 Expected Total MS Cnt: 24917.1 Backgound Scale: 9.06182. ITERATION NUMBER 596. Current Log-Posterior: 391549 Step Size: 2228.218701 Smoothing Hyper-parameters: 0.423600 0.490427 0.386989 0.232144 0.326643 0.362134 Expected Total MS Cnt: 25128 Backgound Scale: 8.99128. ITERATION NUMBER 597. Current Log-Posterior: 389059 Step Size: -2489.662166 Smoothing Hyper-parameters: 0.413897 0.460826 0.343163 0.366597 0.123684 0.177210 Expected Total MS Cnt: 24853.6 Backgound Scale: 8.99232. ITERATION NUMBER 598. Current Log-Posterior: 389345 Step Size: 285.8595127 Smoothing Hyper-parameters: 0.395152 0.492613 0.347075 0.294892 0.183553 0.239819 Expected Total MS Cnt: 25069.4 Backgound Scale: 9.01289. ITERATION NUMBER 599. Current Log-Posterior: 389531 Step Size: 186.2242325 Smoothing Hyper-parameters: 0.395789 0.473843 0.373601 0.293811 0.412878 0.190411 Expected Total MS Cnt: 25274.8 Backgound Scale: 8.99824. ITERATION NUMBER 600. Current Log-Posterior: 389345 Step Size: -186.1500151 Smoothing Hyper-parameters: 0.450060 0.435942 0.370602 0.376120 0.213909 0.258590 Expected Total MS Cnt: 25516.8 Backgound Scale: 8.96595. ITERATION NUMBER 601. Current Log-Posterior: 388717 Step Size: -627.8137097 Smoothing Hyper-parameters: 0.347457 0.452053 0.411281 0.431091 0.255135 0.259833 Expected Total MS Cnt: 25090.9 Backgound Scale: 8.93409. ITERATION NUMBER 602. Current Log-Posterior: 390567 Step Size: 1849.990123 Smoothing Hyper-parameters: 0.415993 0.455189 0.401164 0.332078 0.191917 0.213040 Expected Total MS Cnt: 25419.2 Backgound Scale: 8.94217. ITERATION NUMBER 603. Current Log-Posterior: 389159 Step Size: -1408.658563 Smoothing Hyper-parameters: 0.427153 0.454385 0.383885 0.284356 0.241001 0.173806 Expected Total MS Cnt: 25237.8 Backgound Scale: 8.97349. ITERATION NUMBER 604. Current Log-Posterior: 388863 Step Size: -295.4450368 Smoothing Hyper-parameters: 0.397664 0.509267 0.381670 0.214669 0.364860 0.097270 Expected Total MS Cnt: 25205.6 Backgound Scale: 8.96034. ITERATION NUMBER 605. Current Log-Posterior: 389610 Step Size: 747.3396238 Smoothing Hyper-parameters: 0.318638 0.450163 0.405837 0.268310 0.150058 0.246182 Expected Total MS Cnt: 25479.2 Backgound Scale: 8.97831. ITERATION NUMBER 606. Current Log-Posterior: 391454 Step Size: 1843.738672 Smoothing Hyper-parameters: 0.366846 0.482835 0.436744 0.255776 0.165326 0.352607 Expected Total MS Cnt: 25132.4 Backgound Scale: 8.88808. ITERATION NUMBER 607. Current Log-Posterior: 390164 Step Size: -1289.920441 Smoothing Hyper-parameters: 0.407900 0.406829 0.434770 0.295875 0.164365 0.180272 Expected Total MS Cnt: 25251.2 Backgound Scale: 8.96324. ITERATION NUMBER 608. Current Log-Posterior: 389455 Step Size: -709.6484707 Smoothing Hyper-parameters: 0.428538 0.383815 0.383919 0.343653 0.123097 0.236137 Expected Total MS Cnt: 25373.5 Backgound Scale: 8.98538. ITERATION NUMBER 609. Current Log-Posterior: 389309 Step Size: -145.2177544 Smoothing Hyper-parameters: 0.353267 0.452147 0.367135 0.332494 0.131217 0.229431 Expected Total MS Cnt: 25225.5 Backgound Scale: 9.00443. ITERATION NUMBER 610. Current Log-Posterior: 390724 Step Size: 1414.365061 Smoothing Hyper-parameters: 0.336376 0.501195 0.422838 0.319638 0.281848 0.201898 Expected Total MS Cnt: 25237.4 Backgound Scale: 8.94424. ITERATION NUMBER 611. Current Log-Posterior: 390907 Step Size: 183.6985311 Smoothing Hyper-parameters: 0.366729 0.388174 0.376631 0.247025 0.272702 0.205600 Expected Total MS Cnt: 25205.1 Backgound Scale: 9.01182. ITERATION NUMBER 612. Current Log-Posterior: 390416 Step Size: -491.6395563 Smoothing Hyper-parameters: 0.381752 0.418735 0.334231 0.422095 0.217745 0.103486 Expected Total MS Cnt: 25069.8 Backgound Scale: 9.01221. ITERATION NUMBER 613. Current Log-Posterior: 390061 Step Size: -354.8314282 Smoothing Hyper-parameters: 0.377532 0.354766 0.456039 0.317596 0.347450 0.201039 Expected Total MS Cnt: 24393.5 Backgound Scale: 9.02157. ITERATION NUMBER 614. Current Log-Posterior: 390344 Step Size: 283.165039 Smoothing Hyper-parameters: 0.391538 0.437634 0.422327 0.313680 0.158367 0.367546 Expected Total MS Cnt: 24830.7 Backgound Scale: 9.05024. ITERATION NUMBER 615. Current Log-Posterior: 389683 Step Size: -661.4453269 Smoothing Hyper-parameters: 0.397955 0.388502 0.453286 0.401774 0.176383 0.250447 Expected Total MS Cnt: 24905 Backgound Scale: 8.97962. ITERATION NUMBER 616. Current Log-Posterior: 389864 Step Size: 181.798101 Smoothing Hyper-parameters: 0.360847 0.471136 0.443759 0.263263 0.136480 0.081217 Expected Total MS Cnt: 25144.6 Backgound Scale: 8.97328. ITERATION NUMBER 617. Current Log-Posterior: 390295 Step Size: 430.2734805 Smoothing Hyper-parameters: 0.390043 0.428030 0.444619 0.241206 0.095176 0.178725 Expected Total MS Cnt: 25123.9 Backgound Scale: 8.97979. ITERATION NUMBER 618. Current Log-Posterior: 389699 Step Size: -595.8556099 Smoothing Hyper-parameters: 0.319988 0.406261 0.499091 0.283715 0.379008 0.090702 Expected Total MS Cnt: 24985.4 Backgound Scale: 8.99363. ITERATION NUMBER 619. Current Log-Posterior: 391533 Step Size: 1833.874591 Smoothing Hyper-parameters: 0.362243 0.438955 0.456062 0.390238 0.288009 0.089809 Expected Total MS Cnt: 24969.5 Backgound Scale: 9.04277. ITERATION NUMBER 620. Current Log-Posterior: 390283 Step Size: -1249.383804 Smoothing Hyper-parameters: 0.398171 0.456890 0.499547 0.362921 0.222163 0.262146 Expected Total MS Cnt: 24773.8 Backgound Scale: 9.04654. ITERATION NUMBER 621. Current Log-Posterior: 389300 Step Size: -983.5079197 Smoothing Hyper-parameters: 0.355142 0.454736 0.463379 0.370034 0.096675 0.103464 Expected Total MS Cnt: 24567.9 Backgound Scale: 9.01171. ITERATION NUMBER 622. Current Log-Posterior: 390585 Step Size: 1285.357077 Smoothing Hyper-parameters: 0.401917 0.449516 0.481952 0.316322 0.251222 0.225750 Expected Total MS Cnt: 24428.1 Backgound Scale: 9.12848. ITERATION NUMBER 623. Current Log-Posterior: 389389 Step Size: -1196.68619 Smoothing Hyper-parameters: 0.336667 0.504320 0.391010 0.284615 0.257472 0.293908 Expected Total MS Cnt: 24636.4 Backgound Scale: 9.03533. ITERATION NUMBER 624. Current Log-Posterior: 390635 Step Size: 1246.220038 Smoothing Hyper-parameters: 0.428754 0.436881 0.514990 0.206172 0.282422 0.167847 Expected Total MS Cnt: 24672.4 Backgound Scale: 9.05313. ITERATION NUMBER 625. Current Log-Posterior: 388921 Step Size: -1714.090083 Smoothing Hyper-parameters: 0.448782 0.392860 0.386589 0.387306 0.177239 0.282563 Expected Total MS Cnt: 24899.2 Backgound Scale: 8.95793. ITERATION NUMBER 626. Current Log-Posterior: 388714 Step Size: -206.5586868 Smoothing Hyper-parameters: 0.424128 0.405433 0.411747 0.216680 0.303594 0.128310 Expected Total MS Cnt: 25090.1 Backgound Scale: 9.02082. ITERATION NUMBER 627. Current Log-Posterior: 389157 Step Size: 443.0993593 Smoothing Hyper-parameters: 0.343096 0.565727 0.475185 0.321369 0.159769 0.156794 Expected Total MS Cnt: 24729.7 Backgound Scale: 8.98257. ITERATION NUMBER 628. Current Log-Posterior: 390226 Step Size: 1068.397442 Smoothing Hyper-parameters: 0.426491 0.482539 0.403644 0.173113 0.204202 0.238598 Expected Total MS Cnt: 24969.5 Backgound Scale: 9.01856. ITERATION NUMBER 629. Current Log-Posterior: 388864 Step Size: -1361.979187 Smoothing Hyper-parameters: 0.450055 0.367201 0.429059 0.261094 0.213154 0.199221 Expected Total MS Cnt: 24873.7 Backgound Scale: 9.00298. ITERATION NUMBER 630. Current Log-Posterior: 388819 Step Size: -44.74385982 Smoothing Hyper-parameters: 0.521683 0.401096 0.414907 0.345630 0.227081 0.297651 Expected Total MS Cnt: 25057.5 Backgound Scale: 9.01835. ITERATION NUMBER 631. Current Log-Posterior: 387544 Step Size: -1274.868779 Smoothing Hyper-parameters: 0.530195 0.389345 0.407826 0.290483 0.233042 0.290616 Expected Total MS Cnt: 25015.7 Backgound Scale: 9.02494. ITERATION NUMBER 632. Current Log-Posterior: 387509 Step Size: -35.29729596 Smoothing Hyper-parameters: 0.484314 0.439121 0.372116 0.282288 0.235815 0.179056 Expected Total MS Cnt: 24834.5 Backgound Scale: 9.0073. ITERATION NUMBER 633. Current Log-Posterior: 387994 Step Size: 485.3644097 Smoothing Hyper-parameters: 0.455922 0.443227 0.372651 0.382419 0.097630 0.304392 Expected Total MS Cnt: 25052.4 Backgound Scale: 9.04548. ITERATION NUMBER 634. Current Log-Posterior: 388340 Step Size: 345.4985225 Smoothing Hyper-parameters: 0.444817 0.429361 0.418117 0.192939 0.175928 0.192641 Expected Total MS Cnt: 25214 Backgound Scale: 8.95369. ITERATION NUMBER 635. Current Log-Posterior: 388846 Step Size: 506.8544938 Smoothing Hyper-parameters: 0.343811 0.465536 0.362711 0.267265 0.192486 0.228946 Expected Total MS Cnt: 25176.1 Backgound Scale: 8.89121. ITERATION NUMBER 636. Current Log-Posterior: 390615 Step Size: 1768.69631 Smoothing Hyper-parameters: 0.356677 0.566830 0.379672 0.374254 0.196131 0.066425 Expected Total MS Cnt: 25239.5 Backgound Scale: 8.99749. ITERATION NUMBER 637. Current Log-Posterior: 390032 Step Size: -583.3881304 Smoothing Hyper-parameters: 0.452772 0.484634 0.432748 0.285147 0.234708 0.234968 Expected Total MS Cnt: 25103.3 Backgound Scale: 8.96583. ITERATION NUMBER 638. Current Log-Posterior: 388344 Step Size: -1687.585283 Smoothing Hyper-parameters: 0.373524 0.526695 0.491771 0.371518 0.175941 0.116111 Expected Total MS Cnt: 25106.7 Backgound Scale: 8.94834. ITERATION NUMBER 639. Current Log-Posterior: 389605 Step Size: 1261.318993 Smoothing Hyper-parameters: 0.389982 0.423826 0.483740 0.322708 0.229924 0.265433 Expected Total MS Cnt: 24817.4 Backgound Scale: 9.08714. ITERATION NUMBER 640. Current Log-Posterior: 389544 Step Size: -61.03459837 Smoothing Hyper-parameters: 0.411150 0.469824 0.406518 0.284561 0.271357 0.191141 Expected Total MS Cnt: 24832.9 Backgound Scale: 8.97316. ITERATION NUMBER 641. Current Log-Posterior: 389048 Step Size: -496.4110663 Smoothing Hyper-parameters: 0.443544 0.431421 0.415761 0.367789 0.237490 0.224541 Expected Total MS Cnt: 25134.3 Backgound Scale: 9.03339. ITERATION NUMBER 642. Current Log-Posterior: 388653 Step Size: -395.0793192 Smoothing Hyper-parameters: 0.510024 0.443328 0.428013 0.290754 0.153575 0.172035 Expected Total MS Cnt: 25085.4 Backgound Scale: 8.98451. ITERATION NUMBER 643. Current Log-Posterior: 387737 Step Size: -915.6618565 Smoothing Hyper-parameters: 0.545089 0.456538 0.358847 0.237955 0.155792 0.196016 Expected Total MS Cnt: 25060.3 Backgound Scale: 8.96222. ITERATION NUMBER 644. Current Log-Posterior: 387249 Step Size: -488.6372751 Smoothing Hyper-parameters: 0.390022 0.600219 0.375115 0.380128 0.126037 0.276232 Expected Total MS Cnt: 25156.2 Backgound Scale: 8.94245. ITERATION NUMBER 645. Current Log-Posterior: 389274 Step Size: 2025.491558 Smoothing Hyper-parameters: 0.478310 0.382016 0.333896 0.364741 0.215087 0.189887 Expected Total MS Cnt: 25083.9 Backgound Scale: 8.93547. ITERATION NUMBER 646. Current Log-Posterior: 388465 Step Size: -809.08067 Smoothing Hyper-parameters: 0.494788 0.437247 0.473954 0.354278 0.212140 0.265060 Expected Total MS Cnt: 25341.1 Backgound Scale: 8.99434. ITERATION NUMBER 647. Current Log-Posterior: 387890 Step Size: -575.4630329 Smoothing Hyper-parameters: 0.554994 0.443011 0.373150 0.232022 0.211136 0.260464 Expected Total MS Cnt: 25469.8 Backgound Scale: 8.94552. ITERATION NUMBER 648. Current Log-Posterior: 387182 Step Size: -707.2903415 Smoothing Hyper-parameters: 0.567730 0.422267 0.402166 0.310411 0.235144 0.220033 Expected Total MS Cnt: 25251.8 Backgound Scale: 8.98201. ITERATION NUMBER 649. Current Log-Posterior: 386899 Step Size: -282.9543543 Smoothing Hyper-parameters: 0.542216 0.411793 0.399604 0.267362 0.170308 0.229178 Expected Total MS Cnt: 25474.4 Backgound Scale: 8.97806. ITERATION NUMBER 650. Current Log-Posterior: 387413 Step Size: 513.2373819 Smoothing Hyper-parameters: 0.353168 0.517313 0.415541 0.267515 0.129286 0.294293 Expected Total MS Cnt: 25189.4 Backgound Scale: 8.93694. ITERATION NUMBER 651. Current Log-Posterior: 390341 Step Size: 2928.075033 Smoothing Hyper-parameters: 0.401752 0.511508 0.486212 0.362468 0.206477 0.254322 Expected Total MS Cnt: 25568.5 Backgound Scale: 8.97534. ITERATION NUMBER 652. Current Log-Posterior: 389053 Step Size: -1288.026719 Smoothing Hyper-parameters: 0.447955 0.440590 0.396416 0.222432 0.138817 0.269226 Expected Total MS Cnt: 25194.9 Backgound Scale: 8.92655. ITERATION NUMBER 653. Current Log-Posterior: 388674 Step Size: -378.4355047 Smoothing Hyper-parameters: 0.375418 0.518921 0.417265 0.323680 0.128980 0.208471 Expected Total MS Cnt: 25322.7 Backgound Scale: 9.02216. ITERATION NUMBER 654. Current Log-Posterior: 389507 Step Size: 832.6960889 Smoothing Hyper-parameters: 0.428888 0.549995 0.338616 0.296347 0.181057 0.180293 Expected Total MS Cnt: 24920.9 Backgound Scale: 8.96614. ITERATION NUMBER 655. Current Log-Posterior: 388743 Step Size: -763.4355233 Smoothing Hyper-parameters: 0.469756 0.489124 0.421885 0.301631 0.196906 0.337520 Expected Total MS Cnt: 24961.2 Backgound Scale: 8.9898. ITERATION NUMBER 656. Current Log-Posterior: 388097 Step Size: -646.29046 Smoothing Hyper-parameters: 0.482922 0.426459 0.429709 0.238816 0.264987 0.226881 Expected Total MS Cnt: 24890.1 Backgound Scale: 8.94018. ITERATION NUMBER 657. Current Log-Posterior: 388148 Step Size: 50.44744496 Smoothing Hyper-parameters: 0.403974 0.467760 0.414984 0.245636 0.200587 0.350081 Expected Total MS Cnt: 25163.3 Backgound Scale: 8.95504. ITERATION NUMBER 658. Current Log-Posterior: 389271 Step Size: 1123.025246 Smoothing Hyper-parameters: 0.524426 0.463164 0.392546 0.254554 0.297981 0.195906 Expected Total MS Cnt: 25167.2 Backgound Scale: 8.93709. ITERATION NUMBER 659. Current Log-Posterior: 387406 Step Size: -1864.27778 Smoothing Hyper-parameters: 0.386612 0.577919 0.469026 0.264515 0.300151 0.173766 Expected Total MS Cnt: 25157 Backgound Scale: 8.93337. ITERATION NUMBER 660. Current Log-Posterior: 389375 Step Size: 1969.125835 Smoothing Hyper-parameters: 0.354884 0.477362 0.477711 0.373764 0.279858 0.182134 Expected Total MS Cnt: 25223.3 Backgound Scale: 8.91658. ITERATION NUMBER 661. Current Log-Posterior: 390218 Step Size: 842.5429016 Smoothing Hyper-parameters: 0.397858 0.438769 0.405436 0.357222 0.252991 0.245388 Expected Total MS Cnt: 25318.4 Backgound Scale: 8.94564. ITERATION NUMBER 662. Current Log-Posterior: 389499 Step Size: -719.4647482 Smoothing Hyper-parameters: 0.341939 0.499140 0.459187 0.363058 0.219645 0.153282 Expected Total MS Cnt: 25496.9 Backgound Scale: 8.96779. ITERATION NUMBER 663. Current Log-Posterior: 390432 Step Size: 933.4289586 Smoothing Hyper-parameters: 0.439809 0.503140 0.373616 0.315784 0.158573 0.190421 Expected Total MS Cnt: 25361 Backgound Scale: 8.89735. ITERATION NUMBER 664. Current Log-Posterior: 388496 Step Size: -1936.146969 Smoothing Hyper-parameters: 0.395179 0.425198 0.491353 0.361424 0.258891 0.157107 Expected Total MS Cnt: 25796.9 Backgound Scale: 8.93085. ITERATION NUMBER 665. Current Log-Posterior: 389626 Step Size: 1130.428957 Smoothing Hyper-parameters: 0.372879 0.499578 0.488212 0.282178 0.286390 0.181475 Expected Total MS Cnt: 25441.5 Backgound Scale: 8.92633. ITERATION NUMBER 666. Current Log-Posterior: 389907 Step Size: 280.3814482 Smoothing Hyper-parameters: 0.360801 0.333070 0.483698 0.358323 0.331267 0.182532 Expected Total MS Cnt: 25767.9 Backgound Scale: 8.93453. ITERATION NUMBER 667. Current Log-Posterior: 390880 Step Size: 973.4172274 Smoothing Hyper-parameters: 0.473365 0.402136 0.421785 0.318952 0.279328 0.211082 Expected Total MS Cnt: 25729 Backgound Scale: 8.90239. ITERATION NUMBER 668. Current Log-Posterior: 388503 Step Size: -2377.357866 Smoothing Hyper-parameters: 0.423260 0.554991 0.429064 0.181333 0.199095 0.122533 Expected Total MS Cnt: 25519.7 Backgound Scale: 8.94196. ITERATION NUMBER 669. Current Log-Posterior: 388716 Step Size: 213.6907786 Smoothing Hyper-parameters: 0.458528 0.450160 0.415482 0.344428 0.147382 0.130173 Expected Total MS Cnt: 25645.4 Backgound Scale: 8.94576. ITERATION NUMBER 670. Current Log-Posterior: 388373 Step Size: -343.7205044 Smoothing Hyper-parameters: 0.422161 0.427742 0.543239 0.335678 0.251438 0.138233 Expected Total MS Cnt: 25557.2 Backgound Scale: 8.93699. ITERATION NUMBER 671. Current Log-Posterior: 388927 Step Size: 554.7767838 Smoothing Hyper-parameters: 0.378337 0.556501 0.396637 0.232617 0.208025 0.120597 Expected Total MS Cnt: 25695.6 Backgound Scale: 8.92682. ITERATION NUMBER 672. Current Log-Posterior: 389438 Step Size: 510.8826156 Smoothing Hyper-parameters: 0.359753 0.560911 0.378376 0.216290 0.286144 0.204754 Expected Total MS Cnt: 25698.1 Backgound Scale: 8.88511. ITERATION NUMBER 673. Current Log-Posterior: 389941 Step Size: 502.3947624 Smoothing Hyper-parameters: 0.362894 0.457489 0.465039 0.201679 0.267277 0.198801 Expected Total MS Cnt: 26074.4 Backgound Scale: 8.93146. ITERATION NUMBER 674. Current Log-Posterior: 390210 Step Size: 269.2853562 Smoothing Hyper-parameters: 0.294401 0.551901 0.431986 0.372867 0.175105 0.282867 Expected Total MS Cnt: 25738.3 Backgound Scale: 8.87165. ITERATION NUMBER 675. Current Log-Posterior: 391771 Step Size: 1560.469684 Smoothing Hyper-parameters: 0.410747 0.402477 0.485550 0.279022 0.101278 0.199064 Expected Total MS Cnt: 25644.5 Backgound Scale: 8.8965. ITERATION NUMBER 676. Current Log-Posterior: 389391 Step Size: -2379.262963 Smoothing Hyper-parameters: 0.333477 0.441229 0.387538 0.263284 0.301884 0.163592 Expected Total MS Cnt: 25689.9 Backgound Scale: 8.83058. ITERATION NUMBER 677. Current Log-Posterior: 390985 Step Size: 1594.01276 Smoothing Hyper-parameters: 0.351811 0.508240 0.377526 0.217268 0.233855 0.174901 Expected Total MS Cnt: 25724.9 Backgound Scale: 8.93925. ITERATION NUMBER 678. Current Log-Posterior: 390308 Step Size: -677.4753794 Smoothing Hyper-parameters: 0.372144 0.436300 0.338886 0.346408 0.203375 0.270065 Expected Total MS Cnt: 25332.4 Backgound Scale: 8.98283. ITERATION NUMBER 679. Current Log-Posterior: 389995 Step Size: -313.2276994 Smoothing Hyper-parameters: 0.425256 0.478903 0.418220 0.335877 0.420568 0.205052 Expected Total MS Cnt: 25210.2 Backgound Scale: 8.94051. ITERATION NUMBER 680. Current Log-Posterior: 388703 Step Size: -1291.958969 Smoothing Hyper-parameters: 0.458740 0.455923 0.456072 0.223933 0.235057 0.191212 Expected Total MS Cnt: 25468.5 Backgound Scale: 8.92299. ITERATION NUMBER 681. Current Log-Posterior: 388294 Step Size: -408.8918193 Smoothing Hyper-parameters: 0.473036 0.540215 0.464500 0.233399 0.177224 0.189233 Expected Total MS Cnt: 25217.9 Backgound Scale: 8.90853. ITERATION NUMBER 682. Current Log-Posterior: 387928 Step Size: -365.9387325 Smoothing Hyper-parameters: 0.395188 0.514604 0.438373 0.346731 0.101156 0.155590 Expected Total MS Cnt: 24929 Backgound Scale: 8.97731. ITERATION NUMBER 683. Current Log-Posterior: 389277 Step Size: 1349.455925 Smoothing Hyper-parameters: 0.446576 0.480184 0.497642 0.250994 0.238649 0.246340 Expected Total MS Cnt: 24935.9 Backgound Scale: 8.97402. ITERATION NUMBER 684. Current Log-Posterior: 388381 Step Size: -896.5214734 Smoothing Hyper-parameters: 0.463343 0.400874 0.475195 0.274825 0.213859 0.197635 Expected Total MS Cnt: 25181.8 Backgound Scale: 8.9444. ITERATION NUMBER 685. Current Log-Posterior: 388492 Step Size: 110.8381687 Smoothing Hyper-parameters: 0.494027 0.401857 0.377721 0.350384 0.158374 0.194548 Expected Total MS Cnt: 25119.5 Backgound Scale: 8.94982. ITERATION NUMBER 686. Current Log-Posterior: 388119 Step Size: -372.0918335 Smoothing Hyper-parameters: 0.348484 0.568265 0.407095 0.255435 0.176392 0.170405 Expected Total MS Cnt: 24614 Backgound Scale: 9.01708. ITERATION NUMBER 687. Current Log-Posterior: 390252 Step Size: 2132.726945 Smoothing Hyper-parameters: 0.379576 0.380903 0.407603 0.335622 0.269395 0.210092 Expected Total MS Cnt: 24901.4 Backgound Scale: 9.02984. ITERATION NUMBER 688. Current Log-Posterior: 390174 Step Size: -78.34576571 Smoothing Hyper-parameters: 0.472872 0.471514 0.447831 0.306036 0.244243 0.163397 Expected Total MS Cnt: 24859 Backgound Scale: 9.03545. ITERATION NUMBER 689. Current Log-Posterior: 388022 Step Size: -2152.092269 Smoothing Hyper-parameters: 0.418544 0.515801 0.371410 0.283379 0.107900 0.235341 Expected Total MS Cnt: 25100.7 Backgound Scale: 8.96139. ITERATION NUMBER 690. Current Log-Posterior: 388909 Step Size: 887.3820204 Smoothing Hyper-parameters: 0.475628 0.467086 0.421655 0.307348 0.337861 0.401708 Expected Total MS Cnt: 25166 Backgound Scale: 8.94674. ITERATION NUMBER 691. Current Log-Posterior: 387993 Step Size: -915.9988112 Smoothing Hyper-parameters: 0.387803 0.424533 0.459050 0.260446 0.202658 0.244247 Expected Total MS Cnt: 24900.3 Backgound Scale: 8.966. ITERATION NUMBER 692. Current Log-Posterior: 389720 Step Size: 1726.836787 Smoothing Hyper-parameters: 0.396175 0.467099 0.393729 0.320280 0.115583 0.121961 Expected Total MS Cnt: 25150 Backgound Scale: 8.95449. ITERATION NUMBER 693. Current Log-Posterior: 389365 Step Size: -355.2629426 Smoothing Hyper-parameters: 0.395622 0.562070 0.444264 0.296130 0.233923 0.234884 Expected Total MS Cnt: 25167.9 Backgound Scale: 8.93112. ITERATION NUMBER 694. Current Log-Posterior: 389213 Step Size: -151.6340015 Smoothing Hyper-parameters: 0.429636 0.429063 0.453111 0.305088 0.188080 0.164278 Expected Total MS Cnt: 25030.9 Backgound Scale: 8.96532. ITERATION NUMBER 695. Current Log-Posterior: 388965 Step Size: -248.0395164 Smoothing Hyper-parameters: 0.449234 0.452110 0.521315 0.189782 0.230978 0.227697 Expected Total MS Cnt: 25028.6 Backgound Scale: 8.97433. ITERATION NUMBER 696. Current Log-Posterior: 388389 Step Size: -576.4549815 Smoothing Hyper-parameters: 0.410161 0.462367 0.392766 0.216233 0.288872 0.196639 Expected Total MS Cnt: 25074 Backgound Scale: 8.96431. ITERATION NUMBER 697. Current Log-Posterior: 389361 Step Size: 972.0700487 Smoothing Hyper-parameters: 0.385210 0.436087 0.395028 0.340683 0.159873 0.252071 Expected Total MS Cnt: 24736 Backgound Scale: 9.01569. ITERATION NUMBER 698. Current Log-Posterior: 389842 Step Size: 481.0903157 Smoothing Hyper-parameters: 0.427919 0.452815 0.562134 0.222576 0.222029 0.142455 Expected Total MS Cnt: 24670.4 Backgound Scale: 9.04411. ITERATION NUMBER 699. Current Log-Posterior: 388784 Step Size: -1057.317166 Smoothing Hyper-parameters: 0.461382 0.434908 0.557366 0.293540 0.177198 0.275748 Expected Total MS Cnt: 24686.2 Backgound Scale: 9.00398. ITERATION NUMBER 700. Current Log-Posterior: 388307 Step Size: -477.2286598 Smoothing Hyper-parameters: 0.425248 0.462347 0.359438 0.378846 0.160380 0.331395 Expected Total MS Cnt: 24982.8 Backgound Scale: 8.97432. ITERATION NUMBER 701. Current Log-Posterior: 389025 Step Size: 718.1450674 Smoothing Hyper-parameters: 0.480222 0.518886 0.403460 0.328136 0.176249 0.164271 Expected Total MS Cnt: 25491.9 Backgound Scale: 8.96738. ITERATION NUMBER 702. Current Log-Posterior: 387709 Step Size: -1316.365273 Smoothing Hyper-parameters: 0.440254 0.456330 0.388352 0.274061 0.204541 0.225560 Expected Total MS Cnt: 25390.5 Backgound Scale: 8.93438. ITERATION NUMBER 703. Current Log-Posterior: 388667 Step Size: 957.708644 Smoothing Hyper-parameters: 0.499120 0.463055 0.403320 0.286002 0.217439 0.069175 Expected Total MS Cnt: 25336 Backgound Scale: 8.93583. ITERATION NUMBER 704. Current Log-Posterior: 387743 Step Size: -923.6402874 Smoothing Hyper-parameters: 0.362832 0.431276 0.449827 0.314301 0.195741 0.224315 Expected Total MS Cnt: 25351.9 Backgound Scale: 9.00586. ITERATION NUMBER 705. Current Log-Posterior: 390445 Step Size: 2702.423615 Smoothing Hyper-parameters: 0.393585 0.522783 0.439130 0.312780 0.126907 0.213634 Expected Total MS Cnt: 25231.4 Backgound Scale: 8.95636. ITERATION NUMBER 706. Current Log-Posterior: 389303 Step Size: -1142.615826 Smoothing Hyper-parameters: 0.365683 0.357047 0.422724 0.423761 0.162218 0.163830 Expected Total MS Cnt: 24876.8 Backgound Scale: 9.05268. ITERATION NUMBER 707. Current Log-Posterior: 390630 Step Size: 1327.452282 Smoothing Hyper-parameters: 0.371752 0.357536 0.377438 0.423427 0.173863 0.162860 Expected Total MS Cnt: 24936 Backgound Scale: 9.05966. ITERATION NUMBER 708. Current Log-Posterior: 390467 Step Size: -163.0586852 Smoothing Hyper-parameters: 0.406149 0.488756 0.418867 0.206981 0.250224 0.198302 Expected Total MS Cnt: 24657.5 Backgound Scale: 9.0457. ITERATION NUMBER 709. Current Log-Posterior: 389315 Step Size: -1152.421395 Smoothing Hyper-parameters: 0.393366 0.392715 0.412848 0.427258 0.219829 0.074280 Expected Total MS Cnt: 24525 Backgound Scale: 9.09569. ITERATION NUMBER 710. Current Log-Posterior: 389923 Step Size: 608.4431544 Smoothing Hyper-parameters: 0.400302 0.491169 0.377223 0.230433 0.316713 0.171751 Expected Total MS Cnt: 24840.1 Backgound Scale: 9.08575. ITERATION NUMBER 711. Current Log-Posterior: 389351 Step Size: -572.6492917 Smoothing Hyper-parameters: 0.456250 0.527837 0.443430 0.321519 0.200994 0.238339 Expected Total MS Cnt: 24743.2 Backgound Scale: 9.01913. ITERATION NUMBER 712. Current Log-Posterior: 388096 Step Size: -1254.377333 Smoothing Hyper-parameters: 0.438655 0.549569 0.494057 0.231660 0.270729 0.231627 Expected Total MS Cnt: 24935.9 Backgound Scale: 9.05152. ITERATION NUMBER 713. Current Log-Posterior: 388313 Step Size: 216.5958082 Smoothing Hyper-parameters: 0.500218 0.407182 0.442102 0.347471 0.133314 0.188568 Expected Total MS Cnt: 25216.4 Backgound Scale: 8.96916. ITERATION NUMBER 714. Current Log-Posterior: 387786 Step Size: -527.0421375 Smoothing Hyper-parameters: 0.384731 0.503153 0.407050 0.314298 0.181330 0.191050 Expected Total MS Cnt: 25107.5 Backgound Scale: 8.92992. ITERATION NUMBER 715. Current Log-Posterior: 389632 Step Size: 1846.550589 Smoothing Hyper-parameters: 0.442244 0.477496 0.420154 0.270850 0.348608 0.258941 Expected Total MS Cnt: 25268.4 Backgound Scale: 8.97475. ITERATION NUMBER 716. Current Log-Posterior: 388520 Step Size: -1112.238448 Smoothing Hyper-parameters: 0.417675 0.523049 0.464760 0.310697 0.245300 0.264209 Expected Total MS Cnt: 25415.2 Backgound Scale: 9.02029. ITERATION NUMBER 717. Current Log-Posterior: 388772 Step Size: 252.2399858 Smoothing Hyper-parameters: 0.372063 0.506074 0.479023 0.310581 0.217595 0.246999 Expected Total MS Cnt: 25360.6 Backgound Scale: 8.91904. ITERATION NUMBER 718. Current Log-Posterior: 389681 Step Size: 908.3892943 Smoothing Hyper-parameters: 0.411848 0.473865 0.404195 0.453791 0.172532 0.130436 Expected Total MS Cnt: 25378.4 Backgound Scale: 8.95066. ITERATION NUMBER 719. Current Log-Posterior: 388853 Step Size: -827.7500037 Smoothing Hyper-parameters: 0.477153 0.547705 0.504810 0.210464 0.262583 0.237165 Expected Total MS Cnt: 25366.9 Backgound Scale: 8.92715. ITERATION NUMBER 720. Current Log-Posterior: 387737 Step Size: -1115.872278 Smoothing Hyper-parameters: 0.426340 0.509814 0.488190 0.218646 0.164150 0.262970 Expected Total MS Cnt: 25596.9 Backgound Scale: 8.96637. ITERATION NUMBER 721. Current Log-Posterior: 388697 Step Size: 960.2437408 Smoothing Hyper-parameters: 0.395263 0.452888 0.516161 0.270978 0.272235 0.115018 Expected Total MS Cnt: 25603.8 Backgound Scale: 8.91472. ITERATION NUMBER 722. Current Log-Posterior: 389300 Step Size: 602.3034324 Smoothing Hyper-parameters: 0.415294 0.444900 0.442512 0.270703 0.150870 0.317830 Expected Total MS Cnt: 25487 Backgound Scale: 8.92713. ITERATION NUMBER 723. Current Log-Posterior: 389066 Step Size: -233.7643692 Smoothing Hyper-parameters: 0.411063 0.426751 0.435527 0.253879 0.137413 0.243551 Expected Total MS Cnt: 25706.3 Backgound Scale: 8.89214. ITERATION NUMBER 724. Current Log-Posterior: 389347 Step Size: 281.1550789 Smoothing Hyper-parameters: 0.417775 0.444644 0.456825 0.301051 0.215168 0.230252 Expected Total MS Cnt: 25784.2 Backgound Scale: 8.8881. ITERATION NUMBER 725. Current Log-Posterior: 389037 Step Size: -310.0514248 Smoothing Hyper-parameters: 0.374758 0.514529 0.431661 0.342621 0.163800 0.154645 Expected Total MS Cnt: 25909.5 Backgound Scale: 8.98652. ITERATION NUMBER 726. Current Log-Posterior: 389868 Step Size: 831.2096666 Smoothing Hyper-parameters: 0.394492 0.494461 0.500606 0.338216 0.199347 0.290860 Expected Total MS Cnt: 25843 Backgound Scale: 8.91556. ITERATION NUMBER 727. Current Log-Posterior: 389295 Step Size: -573.4183755 Smoothing Hyper-parameters: 0.438697 0.432497 0.345636 0.199649 0.259499 0.188698 Expected Total MS Cnt: 25630.1 Backgound Scale: 8.82589. ITERATION NUMBER 728. Current Log-Posterior: 388811 Step Size: -484.1146283 Smoothing Hyper-parameters: 0.364242 0.470380 0.391703 0.297371 0.335835 0.137937 Expected Total MS Cnt: 25461.7 Backgound Scale: 8.94091. ITERATION NUMBER 729. Current Log-Posterior: 390187 Step Size: 1376.720248 Smoothing Hyper-parameters: 0.469216 0.377162 0.525139 0.279136 0.238423 0.298503 Expected Total MS Cnt: 25761.6 Backgound Scale: 8.89988. ITERATION NUMBER 730. Current Log-Posterior: 388462 Step Size: -1725.12969 Smoothing Hyper-parameters: 0.476765 0.379691 0.507124 0.271018 0.241695 0.231923 Expected Total MS Cnt: 25597.6 Backgound Scale: 8.88581. ITERATION NUMBER 731. Current Log-Posterior: 388420 Step Size: -42.31195881 Smoothing Hyper-parameters: 0.344984 0.502631 0.418906 0.354987 0.223467 0.254574 Expected Total MS Cnt: 25836.7 Backgound Scale: 8.87271. ITERATION NUMBER 732. Current Log-Posterior: 390550 Step Size: 2130.534952 Smoothing Hyper-parameters: 0.451310 0.490244 0.467224 0.322402 0.380452 0.297918 Expected Total MS Cnt: 25947.1 Backgound Scale: 8.8989. ITERATION NUMBER 733. Current Log-Posterior: 388372 Step Size: -2178.797356 Smoothing Hyper-parameters: 0.390317 0.559884 0.399891 0.311719 0.328050 0.238074 Expected Total MS Cnt: 25996.8 Backgound Scale: 8.88286. ITERATION NUMBER 734. Current Log-Posterior: 389272 Step Size: 900.4478916 Smoothing Hyper-parameters: 0.435305 0.438893 0.359149 0.323326 0.186864 0.173896 Expected Total MS Cnt: 25384 Backgound Scale: 8.92876. ITERATION NUMBER 735. Current Log-Posterior: 388858 Step Size: -414.3112408 Smoothing Hyper-parameters: 0.378275 0.468758 0.406084 0.263757 0.286018 0.121692 Expected Total MS Cnt: 25633.8 Backgound Scale: 8.95042. ITERATION NUMBER 736. Current Log-Posterior: 389900 Step Size: 1042.142141 Smoothing Hyper-parameters: 0.438877 0.425165 0.435580 0.188507 0.202218 0.231429 Expected Total MS Cnt: 25363.4 Backgound Scale: 8.89223. ITERATION NUMBER 737. Current Log-Posterior: 388782 Step Size: -1117.508413 Smoothing Hyper-parameters: 0.474432 0.453452 0.368813 0.401229 0.299373 0.169007 Expected Total MS Cnt: 25550.4 Backgound Scale: 8.93552. ITERATION NUMBER 738. Current Log-Posterior: 388074 Step Size: -708.216298 Smoothing Hyper-parameters: 0.457279 0.399754 0.497787 0.267948 0.120703 0.361057 Expected Total MS Cnt: 25824.5 Backgound Scale: 8.95099. ITERATION NUMBER 739. Current Log-Posterior: 388566 Step Size: 492.2737972 Smoothing Hyper-parameters: 0.418965 0.433710 0.427642 0.264019 0.284705 0.168995 Expected Total MS Cnt: 25983.9 Backgound Scale: 8.91985. ITERATION NUMBER 740. Current Log-Posterior: 389094 Step Size: 527.8139193 Smoothing Hyper-parameters: 0.391793 0.516514 0.418398 0.270519 0.111466 0.248322 Expected Total MS Cnt: 25576.1 Backgound Scale: 8.90233. ITERATION NUMBER 741. Current Log-Posterior: 389570 Step Size: 475.5699946 Smoothing Hyper-parameters: 0.423344 0.430807 0.292702 0.425715 0.269818 0.074072 Expected Total MS Cnt: 25676.7 Backgound Scale: 8.9045. ITERATION NUMBER 742. Current Log-Posterior: 389411 Step Size: -158.7887282 Smoothing Hyper-parameters: 0.474063 0.518614 0.287602 0.393227 0.106893 0.247127 Expected Total MS Cnt: 25714.6 Backgound Scale: 8.94442. ITERATION NUMBER 743. Current Log-Posterior: 388064 Step Size: -1346.605489 Smoothing Hyper-parameters: 0.444395 0.497501 0.391016 0.248763 0.133694 0.144827 Expected Total MS Cnt: 25537.8 Backgound Scale: 8.938. ITERATION NUMBER 744. Current Log-Posterior: 388623 Step Size: 558.4264302 Smoothing Hyper-parameters: 0.441408 0.481550 0.349592 0.326366 0.177499 0.301392 Expected Total MS Cnt: 25293.3 Backgound Scale: 8.91787. ITERATION NUMBER 745. Current Log-Posterior: 388611 Step Size: -12.13658984 Smoothing Hyper-parameters: 0.410180 0.470175 0.396814 0.472049 0.194501 0.159530 Expected Total MS Cnt: 25406.9 Backgound Scale: 8.96736. ITERATION NUMBER 746. Current Log-Posterior: 389086 Step Size: 475.6172787 Smoothing Hyper-parameters: 0.474816 0.453995 0.399126 0.391027 0.108971 0.173363 Expected Total MS Cnt: 25452.6 Backgound Scale: 8.87727. ITERATION NUMBER 747. Current Log-Posterior: 388070 Step Size: -1016.074176 Smoothing Hyper-parameters: 0.527582 0.442237 0.409575 0.464348 0.309378 0.141737 Expected Total MS Cnt: 25694.6 Backgound Scale: 8.93027. ITERATION NUMBER 748. Current Log-Posterior: 387379 Step Size: -691.1805782 Smoothing Hyper-parameters: 0.532700 0.450524 0.374564 0.262174 0.265971 0.162049 Expected Total MS Cnt: 25733.8 Backgound Scale: 8.86752. ITERATION NUMBER 749. Current Log-Posterior: 387353 Step Size: -25.66670463 Smoothing Hyper-parameters: 0.488936 0.414070 0.466942 0.306088 0.209200 0.208448 Expected Total MS Cnt: 25555.6 Backgound Scale: 8.92361. ITERATION NUMBER 750. Current Log-Posterior: 388044 Step Size: 691.0195023 Smoothing Hyper-parameters: 0.518691 0.376673 0.385650 0.319239 0.171532 0.318167 Expected Total MS Cnt: 25694.9 Backgound Scale: 8.90755. ITERATION NUMBER 751. Current Log-Posterior: 387837 Step Size: -207.8174247 Smoothing Hyper-parameters: 0.358365 0.506759 0.460109 0.274994 0.194873 0.236920 Expected Total MS Cnt: 25690.5 Backgound Scale: 8.88236. ITERATION NUMBER 752. Current Log-Posterior: 390158 Step Size: 2320.99024 Smoothing Hyper-parameters: 0.434469 0.420782 0.413337 0.347581 0.111560 0.165327 Expected Total MS Cnt: 25900.5 Backgound Scale: 8.84131. ITERATION NUMBER 753. Current Log-Posterior: 388954 Step Size: -1204.108098 Smoothing Hyper-parameters: 0.344158 0.490198 0.443537 0.375144 0.160769 0.210347 Expected Total MS Cnt: 25636.9 Backgound Scale: 8.98148. ITERATION NUMBER 754. Current Log-Posterior: 390710 Step Size: 1756.466049 Smoothing Hyper-parameters: 0.428504 0.440950 0.473248 0.302190 0.200370 0.168715 Expected Total MS Cnt: 25428.3 Backgound Scale: 8.94244. ITERATION NUMBER 755. Current Log-Posterior: 388870 Step Size: -1839.68082 Smoothing Hyper-parameters: 0.385666 0.557396 0.407600 0.333388 0.270951 0.199975 Expected Total MS Cnt: 25435.1 Backgound Scale: 8.9661. ITERATION NUMBER 756. Current Log-Posterior: 389304 Step Size: 433.656592 Smoothing Hyper-parameters: 0.438272 0.499580 0.385863 0.192563 0.224995 0.231702 Expected Total MS Cnt: 25391.9 Backgound Scale: 8.90729. ITERATION NUMBER 757. Current Log-Posterior: 388520 Step Size: -783.8795934 Smoothing Hyper-parameters: 0.368229 0.511644 0.390467 0.311290 0.206877 0.173345 Expected Total MS Cnt: 25502.5 Backgound Scale: 8.95478. ITERATION NUMBER 758. Current Log-Posterior: 389707 Step Size: 1186.653746 Smoothing Hyper-parameters: 0.428595 0.496134 0.466982 0.321586 0.173941 0.201537 Expected Total MS Cnt: 25435.7 Backgound Scale: 8.96415. ITERATION NUMBER 759. Current Log-Posterior: 388904 Step Size: -802.9762656 Smoothing Hyper-parameters: 0.381594 0.486826 0.412781 0.278655 0.195170 0.238113 Expected Total MS Cnt: 25439.5 Backgound Scale: 8.90706. ITERATION NUMBER 760. Current Log-Posterior: 389913 Step Size: 1009.516747 Smoothing Hyper-parameters: 0.451201 0.436212 0.425560 0.434983 0.226064 0.273172 Expected Total MS Cnt: 25595.8 Backgound Scale: 8.87404. ITERATION NUMBER 761. Current Log-Posterior: 388582 Step Size: -1331.785205 Smoothing Hyper-parameters: 0.455837 0.485611 0.469182 0.251946 0.253112 0.232381 Expected Total MS Cnt: 25696.1 Backgound Scale: 8.93529. ITERATION NUMBER 762. Current Log-Posterior: 388402 Step Size: -179.8903258 Smoothing Hyper-parameters: 0.483062 0.491565 0.437095 0.327081 0.068354 0.058404 Expected Total MS Cnt: 25515.5 Backgound Scale: 8.9129. ITERATION NUMBER 763. Current Log-Posterior: 387855 Step Size: -547.058076 Smoothing Hyper-parameters: 0.447016 0.451759 0.384391 0.321866 0.314458 0.120499 Expected Total MS Cnt: 25666.6 Backgound Scale: 8.94198. ITERATION NUMBER 764. Current Log-Posterior: 388569 Step Size: 714.4593113 Smoothing Hyper-parameters: 0.437033 0.566043 0.415105 0.293625 0.237686 0.150504 Expected Total MS Cnt: 25468 Backgound Scale: 8.96719. ITERATION NUMBER 765. Current Log-Posterior: 388283 Step Size: -285.9390018 Smoothing Hyper-parameters: 0.464815 0.411877 0.419102 0.336932 0.297083 0.150761 Expected Total MS Cnt: 25529.9 Backgound Scale: 8.92565. ITERATION NUMBER 766. Current Log-Posterior: 388447 Step Size: 163.7854407 Smoothing Hyper-parameters: 0.376795 0.485511 0.530065 0.372702 0.270477 0.245850 Expected Total MS Cnt: 25704.6 Backgound Scale: 8.94522. ITERATION NUMBER 767. Current Log-Posterior: 389548 Step Size: 1101.07291 Smoothing Hyper-parameters: 0.468096 0.408666 0.449648 0.332351 0.262085 0.226912 Expected Total MS Cnt: 25869.1 Backgound Scale: 8.93726. ITERATION NUMBER 768. Current Log-Posterior: 388450 Step Size: -1098.199022 Smoothing Hyper-parameters: 0.512838 0.439950 0.331914 0.270370 0.263007 0.332991 Expected Total MS Cnt: 25777.9 Backgound Scale: 8.86232. ITERATION NUMBER 769. Current Log-Posterior: 387829 Step Size: -620.2702508 Smoothing Hyper-parameters: 0.416089 0.462883 0.440200 0.301688 0.331033 0.169388 Expected Total MS Cnt: 25705.8 Backgound Scale: 8.88435. ITERATION NUMBER 770. Current Log-Posterior: 389023 Step Size: 1193.535663 Smoothing Hyper-parameters: 0.350300 0.501552 0.433883 0.276139 0.308454 0.244439 Expected Total MS Cnt: 25698.3 Backgound Scale: 8.92745. ITERATION NUMBER 771. Current Log-Posterior: 390268 Step Size: 1245.083377 Smoothing Hyper-parameters: 0.413696 0.410304 0.337774 0.316590 0.162798 0.244439 Expected Total MS Cnt: 25581.2 Backgound Scale: 8.87412. ITERATION NUMBER 772. Current Log-Posterior: 389573 Step Size: -695.2720219 Smoothing Hyper-parameters: 0.403619 0.458666 0.383438 0.233625 0.224792 0.228940 Expected Total MS Cnt: 25878.7 Backgound Scale: 8.93217. ITERATION NUMBER 773. Current Log-Posterior: 389457 Step Size: -115.8474234 Smoothing Hyper-parameters: 0.342077 0.515336 0.439170 0.223120 0.307483 0.101918 Expected Total MS Cnt: 25206.9 Backgound Scale: 8.91445. ITERATION NUMBER 774. Current Log-Posterior: 390623 Step Size: 1165.986336 Smoothing Hyper-parameters: 0.346223 0.423315 0.550899 0.329370 0.125407 0.193648 Expected Total MS Cnt: 25449.7 Backgound Scale: 9.01376. ITERATION NUMBER 775. Current Log-Posterior: 390714 Step Size: 91.4791739 Smoothing Hyper-parameters: 0.423154 0.490592 0.382960 0.237746 0.269846 0.066738 Expected Total MS Cnt: 25201.9 Backgound Scale: 8.97827. ITERATION NUMBER 776. Current Log-Posterior: 388831 Step Size: -1883.803308 Smoothing Hyper-parameters: 0.407707 0.352760 0.457505 0.311063 0.203234 0.266283 Expected Total MS Cnt: 24996.5 Backgound Scale: 9.05673. ITERATION NUMBER 777. Current Log-Posterior: 389724 Step Size: 893.7384856 Smoothing Hyper-parameters: 0.444315 0.423323 0.365795 0.253506 0.301130 0.110550 Expected Total MS Cnt: 25162.5 Backgound Scale: 9.0161. ITERATION NUMBER 778. Current Log-Posterior: 388801 Step Size: -922.9303875 Smoothing Hyper-parameters: 0.453561 0.461600 0.416022 0.371376 0.151184 0.186475 Expected Total MS Cnt: 25243.6 Backgound Scale: 8.95781. ITERATION NUMBER 779. Current Log-Posterior: 388434 Step Size: -367.1592625 Smoothing Hyper-parameters: 0.348748 0.463123 0.469993 0.308490 0.190978 0.137750 Expected Total MS Cnt: 25280.2 Backgound Scale: 9.02092. ITERATION NUMBER 780. Current Log-Posterior: 390568 Step Size: 2133.335858 Smoothing Hyper-parameters: 0.360264 0.430586 0.465899 0.306826 0.327039 0.143051 Expected Total MS Cnt: 25610.9 Backgound Scale: 8.94959. ITERATION NUMBER 781. Current Log-Posterior: 390103 Step Size: -464.3758514 Smoothing Hyper-parameters: 0.421116 0.413700 0.465592 0.326796 0.229360 0.100463 Expected Total MS Cnt: 25560 Backgound Scale: 8.92752. ITERATION NUMBER 782. Current Log-Posterior: 389096 Step Size: -1007.651509 Smoothing Hyper-parameters: 0.355105 0.425260 0.344090 0.293579 0.182374 0.258310 Expected Total MS Cnt: 25319.4 Backgound Scale: 8.92541. ITERATION NUMBER 783. Current Log-Posterior: 390674 Step Size: 1578.670193 Smoothing Hyper-parameters: 0.369414 0.508753 0.424790 0.329050 0.233115 0.134405 Expected Total MS Cnt: 25232.9 Backgound Scale: 8.93711. ITERATION NUMBER 784. Current Log-Posterior: 389855 Step Size: -819.5191472 Smoothing Hyper-parameters: 0.471968 0.442877 0.475904 0.228563 0.219260 0.128751 Expected Total MS Cnt: 25593.1 Backgound Scale: 8.92345. ITERATION NUMBER 785. Current Log-Posterior: 388165 Step Size: -1689.373225 Smoothing Hyper-parameters: 0.368758 0.485860 0.406561 0.325294 0.144868 0.212723 Expected Total MS Cnt: 25410.9 Backgound Scale: 8.966. ITERATION NUMBER 786. Current Log-Posterior: 389984 Step Size: 1818.650662 Smoothing Hyper-parameters: 0.386884 0.432495 0.401592 0.318321 0.121570 0.300490 Expected Total MS Cnt: 25291 Backgound Scale: 8.95465. ITERATION NUMBER 787. Current Log-Posterior: 389771 Step Size: -213.3317629 Smoothing Hyper-parameters: 0.425405 0.424051 0.380418 0.289823 0.281401 0.273599 Expected Total MS Cnt: 25466.8 Backgound Scale: 8.97236. ITERATION NUMBER 788. Current Log-Posterior: 389041 Step Size: -729.432441 Smoothing Hyper-parameters: 0.371922 0.472578 0.475280 0.316339 0.243343 0.151434 Expected Total MS Cnt: 25171.8 Backgound Scale: 8.95208. ITERATION NUMBER 789. Current Log-Posterior: 389876 Step Size: 834.7886591 Smoothing Hyper-parameters: 0.394173 0.459752 0.389902 0.197269 0.284650 0.325733 Expected Total MS Cnt: 24759.1 Backgound Scale: 9.00587. ITERATION NUMBER 790. Current Log-Posterior: 389605 Step Size: -271.4388846 Smoothing Hyper-parameters: 0.398115 0.329539 0.457618 0.316405 0.233009 0.280573 Expected Total MS Cnt: 24947 Backgound Scale: 8.97187. ITERATION NUMBER 791. Current Log-Posterior: 390121 Step Size: 516.2914257 Smoothing Hyper-parameters: 0.414864 0.407280 0.487726 0.346487 0.216617 0.095867 Expected Total MS Cnt: 24756.1 Backgound Scale: 9.03625. ITERATION NUMBER 792. Current Log-Posterior: 389188 Step Size: -932.489515 Smoothing Hyper-parameters: 0.481587 0.446250 0.440982 0.384144 0.224962 0.290049 Expected Total MS Cnt: 24944.4 Backgound Scale: 9.0206. ITERATION NUMBER 793. Current Log-Posterior: 387912 Step Size: -1275.973101 Smoothing Hyper-parameters: 0.436287 0.413235 0.447941 0.266018 0.142380 0.131049 Expected Total MS Cnt: 25228.1 Backgound Scale: 9.01959. ITERATION NUMBER 794. Current Log-Posterior: 388887 Step Size: 974.5424311 Smoothing Hyper-parameters: 0.380202 0.462854 0.374955 0.373170 0.183636 0.314821 Expected Total MS Cnt: 25307.8 Backgound Scale: 9.01. ITERATION NUMBER 795. Current Log-Posterior: 389897 Step Size: 1010.192823 Smoothing Hyper-parameters: 0.401860 0.402809 0.329794 0.346694 0.166163 0.283210 Expected Total MS Cnt: 25412.6 Backgound Scale: 8.96387. ITERATION NUMBER 796. Current Log-Posterior: 389707 Step Size: -190.3841862 Smoothing Hyper-parameters: 0.441949 0.455524 0.423651 0.309064 0.227723 0.167337 Expected Total MS Cnt: 25362.1 Backgound Scale: 8.94307. ITERATION NUMBER 797. Current Log-Posterior: 388521 Step Size: -1185.518982 Smoothing Hyper-parameters: 0.415240 0.472661 0.343907 0.278297 0.240760 0.270633 Expected Total MS Cnt: 25412.2 Backgound Scale: 8.94241. ITERATION NUMBER 798. Current Log-Posterior: 389271 Step Size: 749.5191555 Smoothing Hyper-parameters: 0.411934 0.546768 0.401286 0.422869 0.346065 0.210583 Expected Total MS Cnt: 25109.1 Backgound Scale: 8.96436. ITERATION NUMBER 799. Current Log-Posterior: 388783 Step Size: -488.2381663 Smoothing Hyper-parameters: 0.407039 0.409665 0.489532 0.306990 0.229746 0.181488 Expected Total MS Cnt: 24870.6 Backgound Scale: 8.92289. ITERATION NUMBER 800. Current Log-Posterior: 389361 Step Size: 578.7326334 Smoothing Hyper-parameters: 0.372405 0.435307 0.467526 0.243839 0.281946 0.217290 Expected Total MS Cnt: 25020.4 Backgound Scale: 8.95787. ITERATION NUMBER 801. Current Log-Posterior: 390059 Step Size: 698.0275438 Smoothing Hyper-parameters: 0.396736 0.371692 0.443528 0.305421 0.243030 0.244712 Expected Total MS Cnt: 25303.5 Backgound Scale: 9.03601. ITERATION NUMBER 802. Current Log-Posterior: 389772 Step Size: -287.275622 Smoothing Hyper-parameters: 0.399809 0.401785 0.534020 0.343298 0.296826 0.217200 Expected Total MS Cnt: 25102.4 Backgound Scale: 9.05283. ITERATION NUMBER 803. Current Log-Posterior: 389519 Step Size: -252.6323153 Smoothing Hyper-parameters: 0.377371 0.417149 0.373992 0.364784 0.285450 0.140423 Expected Total MS Cnt: 24881.4 Backgound Scale: 8.94472. ITERATION NUMBER 804. Current Log-Posterior: 389951 Step Size: 431.6459444 Smoothing Hyper-parameters: 0.416001 0.388614 0.458518 0.287259 0.223138 0.194297 Expected Total MS Cnt: 25264.1 Backgound Scale: 8.9956. ITERATION NUMBER 805. Current Log-Posterior: 389385 Step Size: -566.299124 Smoothing Hyper-parameters: 0.397330 0.490299 0.363382 0.294485 0.237840 0.230494 Expected Total MS Cnt: 25101.5 Backgound Scale: 9.03227. ITERATION NUMBER 806. Current Log-Posterior: 389338 Step Size: -46.33483097 Smoothing Hyper-parameters: 0.445034 0.450422 0.340967 0.256442 0.396714 0.155272 Expected Total MS Cnt: 25031 Backgound Scale: 9.0103. ITERATION NUMBER 807. Current Log-Posterior: 388752 Step Size: -586.5859603 Smoothing Hyper-parameters: 0.436719 0.414679 0.341659 0.406013 0.197613 0.216311 Expected Total MS Cnt: 24678 Backgound Scale: 8.96423. ITERATION NUMBER 808. Current Log-Posterior: 389091 Step Size: 338.8728609 Smoothing Hyper-parameters: 0.332387 0.406885 0.475846 0.415291 0.298640 0.282104 Expected Total MS Cnt: 24759 Backgound Scale: 9.02189. ITERATION NUMBER 809. Current Log-Posterior: 391293 Step Size: 2201.949661 Smoothing Hyper-parameters: 0.324853 0.473669 0.440427 0.323717 0.111182 0.319019 Expected Total MS Cnt: 24989.9 Backgound Scale: 9.01382. ITERATION NUMBER 810. Current Log-Posterior: 391003 Step Size: -289.4338256 Smoothing Hyper-parameters: 0.359428 0.509783 0.410935 0.233733 0.291768 0.231114 Expected Total MS Cnt: 25012.8 Backgound Scale: 9.02088. ITERATION NUMBER 811. Current Log-Posterior: 390251 Step Size: -752.566054 Smoothing Hyper-parameters: 0.418756 0.426408 0.442011 0.328191 0.196906 0.139489 Expected Total MS Cnt: 25013.3 Backgound Scale: 9.08679. ITERATION NUMBER 812. Current Log-Posterior: 389323 Step Size: -927.8404569 Smoothing Hyper-parameters: 0.492552 0.378259 0.390940 0.305113 0.315698 0.096353 Expected Total MS Cnt: 24679.4 Backgound Scale: 9.08636. ITERATION NUMBER 813. Current Log-Posterior: 388251 Step Size: -1072.320553 Smoothing Hyper-parameters: 0.480441 0.336708 0.367154 0.342128 0.287854 0.345707 Expected Total MS Cnt: 24832.3 Backgound Scale: 9.07703. ITERATION NUMBER 814. Current Log-Posterior: 388612 Step Size: 361.5741886 Smoothing Hyper-parameters: 0.463524 0.372164 0.401268 0.361220 0.289366 0.173300 Expected Total MS Cnt: 24621.3 Backgound Scale: 9.07606. ITERATION NUMBER 815. Current Log-Posterior: 388728 Step Size: 115.8446535 Smoothing Hyper-parameters: 0.368609 0.527089 0.356747 0.285721 0.311770 0.261545 Expected Total MS Cnt: 24578.6 Backgound Scale: 8.97229. ITERATION NUMBER 816. Current Log-Posterior: 389814 Step Size: 1086.317652 Smoothing Hyper-parameters: 0.458440 0.504270 0.337703 0.232585 0.315892 0.232790 Expected Total MS Cnt: 24563.2 Backgound Scale: 9.06026. ITERATION NUMBER 817. Current Log-Posterior: 388391 Step Size: -1423.036738 Smoothing Hyper-parameters: 0.410852 0.460143 0.419116 0.303596 0.272472 0.102024 Expected Total MS Cnt: 24642.9 Backgound Scale: 9.01741. ITERATION NUMBER 818. Current Log-Posterior: 389173 Step Size: 781.4508892 Smoothing Hyper-parameters: 0.528284 0.439814 0.466987 0.266093 0.126758 0.221767 Expected Total MS Cnt: 25065.7 Backgound Scale: 9.03465. ITERATION NUMBER 819. Current Log-Posterior: 387366 Step Size: -1806.564643 Smoothing Hyper-parameters: 0.537301 0.470431 0.400844 0.259760 0.177434 0.288292 Expected Total MS Cnt: 25117 Backgound Scale: 8.95035. ITERATION NUMBER 820. Current Log-Posterior: 387187 Step Size: -178.7366601 Smoothing Hyper-parameters: 0.473199 0.475484 0.459966 0.217492 0.183616 0.164502 Expected Total MS Cnt: 25133.6 Backgound Scale: 8.95821. ITERATION NUMBER 821. Current Log-Posterior: 387925 Step Size: 737.278568 Smoothing Hyper-parameters: 0.399316 0.439757 0.489140 0.301615 0.182776 0.175052 Expected Total MS Cnt: 25228.4 Backgound Scale: 8.95043. ITERATION NUMBER 822. Current Log-Posterior: 389514 Step Size: 1589.614285 Smoothing Hyper-parameters: 0.465660 0.499575 0.373921 0.365085 0.191168 0.343137 Expected Total MS Cnt: 25318.4 Backgound Scale: 8.96032. ITERATION NUMBER 823. Current Log-Posterior: 388086 Step Size: -1428.723914 Smoothing Hyper-parameters: 0.433931 0.541025 0.467681 0.340882 0.158746 0.291238 Expected Total MS Cnt: 25721.3 Backgound Scale: 8.90801. ITERATION NUMBER 824. Current Log-Posterior: 388546 Step Size: 460.9358189 Smoothing Hyper-parameters: 0.408353 0.467864 0.344948 0.348293 0.140373 0.263380 Expected Total MS Cnt: 25659 Backgound Scale: 8.89532. ITERATION NUMBER 825. Current Log-Posterior: 389254 Step Size: 707.8904098 Smoothing Hyper-parameters: 0.447590 0.394807 0.471647 0.264051 0.410653 0.216350 Expected Total MS Cnt: 25649.1 Backgound Scale: 8.92918. ITERATION NUMBER 826. Current Log-Posterior: 388733 Step Size: -521.0779098 Smoothing Hyper-parameters: 0.446667 0.459929 0.446335 0.299919 0.327019 0.217725 Expected Total MS Cnt: 25695.7 Backgound Scale: 8.94437. ITERATION NUMBER 827. Current Log-Posterior: 388415 Step Size: -318.3737141 Smoothing Hyper-parameters: 0.461631 0.392260 0.424866 0.314139 0.239050 0.144340 Expected Total MS Cnt: 25287.4 Backgound Scale: 8.89017. ITERATION NUMBER 828. Current Log-Posterior: 388608 Step Size: 193.3307124 Smoothing Hyper-parameters: 0.374574 0.500747 0.395411 0.372894 0.117195 0.155133 Expected Total MS Cnt: 25224.3 Backgound Scale: 8.98331. ITERATION NUMBER 829. Current Log-Posterior: 389800 Step Size: 1192.052704 Smoothing Hyper-parameters: 0.367153 0.348502 0.343382 0.232613 0.326258 0.144271 Expected Total MS Cnt: 25495.6 Backgound Scale: 8.96245. ITERATION NUMBER 830. Current Log-Posterior: 390757 Step Size: 956.9880485 Smoothing Hyper-parameters: 0.413253 0.434382 0.367732 0.248394 0.374124 0.246749 Expected Total MS Cnt: 25122.9 Backgound Scale: 8.93009. ITERATION NUMBER 831. Current Log-Posterior: 389274 Step Size: -1483.512031 Smoothing Hyper-parameters: 0.504239 0.453390 0.326557 0.285040 0.252807 0.127321 Expected Total MS Cnt: 25085 Backgound Scale: 8.97212. ITERATION NUMBER 832. Current Log-Posterior: 387693 Step Size: -1580.500067 Smoothing Hyper-parameters: 0.403821 0.580989 0.416176 0.299376 0.225969 0.293623 Expected Total MS Cnt: 25318.3 Backgound Scale: 8.98168. ITERATION NUMBER 833. Current Log-Posterior: 388872 Step Size: 1178.770687 Smoothing Hyper-parameters: 0.442923 0.426084 0.499503 0.249847 0.229036 0.142758 Expected Total MS Cnt: 25171.2 Backgound Scale: 8.97557. ITERATION NUMBER 834. Current Log-Posterior: 388680 Step Size: -191.8746343 Smoothing Hyper-parameters: 0.451468 0.533617 0.454006 0.243435 0.354253 0.158464 Expected Total MS Cnt: 25559 Backgound Scale: 9.03113. ITERATION NUMBER 835. Current Log-Posterior: 388108 Step Size: -571.72611 Smoothing Hyper-parameters: 0.423689 0.478589 0.509879 0.285568 0.146814 0.257341 Expected Total MS Cnt: 25403 Backgound Scale: 8.95537. ITERATION NUMBER 836. Current Log-Posterior: 388849 Step Size: 741.0029083 Smoothing Hyper-parameters: 0.442979 0.375544 0.470765 0.203533 0.177666 0.342509 Expected Total MS Cnt: 24993 Backgound Scale: 8.96385. ITERATION NUMBER 837. Current Log-Posterior: 388969 Step Size: 119.7234297 Smoothing Hyper-parameters: 0.477406 0.539974 0.466594 0.382893 0.258935 0.134702 Expected Total MS Cnt: 25020 Backgound Scale: 9.01787. ITERATION NUMBER 838. Current Log-Posterior: 387591 Step Size: -1378.203823 Smoothing Hyper-parameters: 0.455473 0.522912 0.424312 0.379446 0.182530 0.199156 Expected Total MS Cnt: 24914.1 Backgound Scale: 9.04956. ITERATION NUMBER 839. Current Log-Posterior: 388093 Step Size: 502.0753099 Smoothing Hyper-parameters: 0.399869 0.424212 0.418992 0.328994 0.162771 0.276264 Expected Total MS Cnt: 24812.8 Backgound Scale: 9.02123. ITERATION NUMBER 840. Current Log-Posterior: 389416 Step Size: 1322.919536 Smoothing Hyper-parameters: 0.505577 0.426552 0.397082 0.276490 0.167608 0.187779 Expected Total MS Cnt: 25005.1 Backgound Scale: 8.97739. ITERATION NUMBER 841. Current Log-Posterior: 387902 Step Size: -1513.481548 Smoothing Hyper-parameters: 0.452844 0.498538 0.469574 0.213293 0.169031 0.207355 Expected Total MS Cnt: 24873.2 Backgound Scale: 8.97429. ITERATION NUMBER 842. Current Log-Posterior: 388227 Step Size: 324.3455968 Smoothing Hyper-parameters: 0.472870 0.470202 0.445408 0.336372 0.162071 0.207985 Expected Total MS Cnt: 25140.1 Backgound Scale: 8.98774. ITERATION NUMBER 843. Current Log-Posterior: 387963 Step Size: -264.1485339 Smoothing Hyper-parameters: 0.513423 0.453997 0.497477 0.288247 0.154442 0.146230 Expected Total MS Cnt: 25475 Backgound Scale: 8.94268. ITERATION NUMBER 844. Current Log-Posterior: 387423 Step Size: -539.2811851 Smoothing Hyper-parameters: 0.414557 0.522337 0.442648 0.335293 0.271700 0.173315 Expected Total MS Cnt: 25351.6 Backgound Scale: 9.01. ITERATION NUMBER 845. Current Log-Posterior: 388800 Step Size: 1376.549164 Smoothing Hyper-parameters: 0.367243 0.389781 0.448750 0.241684 0.203636 0.246525 Expected Total MS Cnt: 24957.1 Backgound Scale: 8.96652. ITERATION NUMBER 846. Current Log-Posterior: 390343 Step Size: 1543.553531 Smoothing Hyper-parameters: 0.364462 0.470208 0.440702 0.289266 0.367855 0.200800 Expected Total MS Cnt: 24946.3 Backgound Scale: 8.98504. ITERATION NUMBER 847. Current Log-Posterior: 390072 Step Size: -271.2065112 Smoothing Hyper-parameters: 0.367020 0.294106 0.425462 0.368952 0.158605 0.208951 Expected Total MS Cnt: 24762.6 Backgound Scale: 9.02476. ITERATION NUMBER 848. Current Log-Posterior: 390865 Step Size: 792.695994 Smoothing Hyper-parameters: 0.351602 0.427566 0.427542 0.255274 0.256132 0.343874 Expected Total MS Cnt: 24808.8 Backgound Scale: 9.0867. ITERATION NUMBER 849. Current Log-Posterior: 390742 Step Size: -123.0881039 Smoothing Hyper-parameters: 0.368802 0.400070 0.375497 0.408532 0.167044 0.214905 Expected Total MS Cnt: 24836.5 Backgound Scale: 9.06415. ITERATION NUMBER 850. Current Log-Posterior: 390206 Step Size: -535.9406693 Smoothing Hyper-parameters: 0.373177 0.493263 0.409667 0.228068 0.154816 0.166454 Expected Total MS Cnt: 24915.7 Backgound Scale: 8.96704. ITERATION NUMBER 851. Current Log-Posterior: 390021 Step Size: -185.2396549 Smoothing Hyper-parameters: 0.400361 0.442335 0.426882 0.374604 0.296532 0.171588 Expected Total MS Cnt: 25228.3 Backgound Scale: 9.02439. ITERATION NUMBER 852. Current Log-Posterior: 389436 Step Size: -584.3566078 Smoothing Hyper-parameters: 0.433504 0.447555 0.368088 0.258589 0.240178 0.302671 Expected Total MS Cnt: 24894.9 Backgound Scale: 9.02467. ITERATION NUMBER 853. Current Log-Posterior: 388910 Step Size: -526.0066163 Smoothing Hyper-parameters: 0.454117 0.452470 0.312875 0.290677 0.153568 0.193605 Expected Total MS Cnt: 25128.9 Backgound Scale: 9.03859. ITERATION NUMBER 854. Current Log-Posterior: 388586 Step Size: -324.795125 Smoothing Hyper-parameters: 0.350703 0.479261 0.335308 0.218437 0.240248 0.267882 Expected Total MS Cnt: 24765.8 Backgound Scale: 9.02636. ITERATION NUMBER 855. Current Log-Posterior: 390586 Step Size: 2000.948317 Smoothing Hyper-parameters: 0.468856 0.461993 0.392423 0.246830 0.219254 0.334267 Expected Total MS Cnt: 24843 Backgound Scale: 9.04073. ITERATION NUMBER 856. Current Log-Posterior: 388234 Step Size: -2352.214254 Smoothing Hyper-parameters: 0.425462 0.397558 0.432874 0.220945 0.269776 0.242494 Expected Total MS Cnt: 25090.3 Backgound Scale: 8.98601. ITERATION NUMBER 857. Current Log-Posterior: 389282 Step Size: 1048.044606 Smoothing Hyper-parameters: 0.337833 0.414944 0.400965 0.260246 0.394043 0.132146 Expected Total MS Cnt: 25115.4 Backgound Scale: 8.91903. ITERATION NUMBER 858. Current Log-Posterior: 390947 Step Size: 1664.526615 Smoothing Hyper-parameters: 0.402711 0.470757 0.523789 0.222900 0.240226 0.208221 Expected Total MS Cnt: 24824.7 Backgound Scale: 8.96889. ITERATION NUMBER 859. Current Log-Posterior: 389275 Step Size: -1671.456604 Smoothing Hyper-parameters: 0.344838 0.504701 0.395361 0.245198 0.201653 0.279702 Expected Total MS Cnt: 25056.6 Backgound Scale: 8.98877. ITERATION NUMBER 860. Current Log-Posterior: 390621 Step Size: 1345.905201 Smoothing Hyper-parameters: 0.421560 0.430911 0.459118 0.339608 0.188703 0.120732 Expected Total MS Cnt: 25354.3 Backgound Scale: 8.92953. ITERATION NUMBER 861. Current Log-Posterior: 389084 Step Size: -1536.956772 Smoothing Hyper-parameters: 0.416296 0.498766 0.385091 0.295292 0.188034 0.232702 Expected Total MS Cnt: 25445.1 Backgound Scale: 8.99288. ITERATION NUMBER 862. Current Log-Posterior: 389029 Step Size: -55.58289431 Smoothing Hyper-parameters: 0.369122 0.567562 0.540085 0.338275 0.229920 0.161090 Expected Total MS Cnt: 24859.9 Backgound Scale: 8.95143. ITERATION NUMBER 863. Current Log-Posterior: 389409 Step Size: 379.8075561 Smoothing Hyper-parameters: 0.418803 0.464103 0.438875 0.393841 0.283022 0.197845 Expected Total MS Cnt: 24910.3 Backgound Scale: 9.02553. ITERATION NUMBER 864. Current Log-Posterior: 388911 Step Size: -497.2336897 Smoothing Hyper-parameters: 0.414574 0.541771 0.427854 0.315410 0.354451 0.228495 Expected Total MS Cnt: 24782.4 Backgound Scale: 9.03311. ITERATION NUMBER 865. Current Log-Posterior: 388628 Step Size: -283.7784973 Smoothing Hyper-parameters: 0.420242 0.479896 0.339132 0.238418 0.249950 0.103495 Expected Total MS Cnt: 24541.6 Backgound Scale: 9.00243. ITERATION NUMBER 866. Current Log-Posterior: 389117 Step Size: 489.6933916 Smoothing Hyper-parameters: 0.383437 0.444814 0.442327 0.256650 0.208713 0.204836 Expected Total MS Cnt: 25174.9 Backgound Scale: 9.00144. ITERATION NUMBER 867. Current Log-Posterior: 389657 Step Size: 539.774951 Smoothing Hyper-parameters: 0.391528 0.628127 0.449904 0.384043 0.172573 0.121738 Expected Total MS Cnt: 25027.5 Backgound Scale: 8.96921. ITERATION NUMBER 868. Current Log-Posterior: 389089 Step Size: -568.0462863 Smoothing Hyper-parameters: 0.429685 0.488744 0.490469 0.371182 0.240612 0.231188 Expected Total MS Cnt: 25015 Backgound Scale: 8.98329. ITERATION NUMBER 869. Current Log-Posterior: 388731 Step Size: -357.8582128 Smoothing Hyper-parameters: 0.435141 0.575651 0.499021 0.370552 0.145307 0.154754 Expected Total MS Cnt: 24961.7 Backgound Scale: 9.03648. ITERATION NUMBER 870. Current Log-Posterior: 388198 Step Size: -532.7167435 Smoothing Hyper-parameters: 0.430193 0.427940 0.495820 0.324300 0.221546 0.277994 Expected Total MS Cnt: 24548.7 Backgound Scale: 8.99499. ITERATION NUMBER 871. Current Log-Posterior: 388915 Step Size: 716.9001598 Smoothing Hyper-parameters: 0.428683 0.405478 0.336627 0.308066 0.361199 0.191956 Expected Total MS Cnt: 24928.9 Backgound Scale: 9.00892. ITERATION NUMBER 872. Current Log-Posterior: 389249 Step Size: 334.0364944 Smoothing Hyper-parameters: 0.402703 0.459358 0.389384 0.204754 0.263231 0.249527 Expected Total MS Cnt: 24876.2 Backgound Scale: 8.96393. ITERATION NUMBER 873. Current Log-Posterior: 389337 Step Size: 87.55634567 Smoothing Hyper-parameters: 0.410098 0.457873 0.411776 0.364818 0.246567 0.146602 Expected Total MS Cnt: 25530.9 Backgound Scale: 8.95354. ITERATION NUMBER 874. Current Log-Posterior: 389203 Step Size: -134.3588516 Smoothing Hyper-parameters: 0.360553 0.538355 0.416135 0.252158 0.310017 0.317169 Expected Total MS Cnt: 25286.9 Backgound Scale: 8.91738. ITERATION NUMBER 875. Current Log-Posterior: 389909 Step Size: 706.328332 Smoothing Hyper-parameters: 0.429332 0.515085 0.455076 0.385796 0.105849 0.208602 Expected Total MS Cnt: 25187 Backgound Scale: 8.94269. ITERATION NUMBER 876. Current Log-Posterior: 388669 Step Size: -1239.684401 Smoothing Hyper-parameters: 0.420800 0.381962 0.455765 0.350501 0.206673 0.075139 Expected Total MS Cnt: 25036.8 Backgound Scale: 8.98693. ITERATION NUMBER 877. Current Log-Posterior: 389181 Step Size: 511.7184755 Smoothing Hyper-parameters: 0.483239 0.428624 0.434642 0.323068 0.358386 0.199126 Expected Total MS Cnt: 25242.9 Backgound Scale: 8.9716. ITERATION NUMBER 878. Current Log-Posterior: 387953 Step Size: -1228.329035 Smoothing Hyper-parameters: 0.429905 0.435276 0.412007 0.316552 0.229091 0.264680 Expected Total MS Cnt: 25296.7 Backgound Scale: 8.9422. ITERATION NUMBER 879. Current Log-Posterior: 388848 Step Size: 895.4229467 Smoothing Hyper-parameters: 0.368601 0.559074 0.362919 0.230116 0.371502 0.114169 Expected Total MS Cnt: 25185.6 Backgound Scale: 8.97163. ITERATION NUMBER 880. Current Log-Posterior: 389755 Step Size: 906.8872012 Smoothing Hyper-parameters: 0.495285 0.416204 0.372871 0.371639 0.170647 0.195803 Expected Total MS Cnt: 25299.5 Backgound Scale: 8.99464. ITERATION NUMBER 881. Current Log-Posterior: 387939 Step Size: -1816.177194 Smoothing Hyper-parameters: 0.407324 0.451375 0.412184 0.390799 0.159165 0.220502 Expected Total MS Cnt: 25159.5 Backgound Scale: 8.95764. ITERATION NUMBER 882. Current Log-Posterior: 389206 Step Size: 1266.884716 Smoothing Hyper-parameters: 0.401497 0.557223 0.530749 0.281989 0.155844 0.308253 Expected Total MS Cnt: 25220.9 Backgound Scale: 9.00577. ITERATION NUMBER 883. Current Log-Posterior: 388970 Step Size: -235.6293122 Smoothing Hyper-parameters: 0.437414 0.391192 0.469700 0.256809 0.156650 0.283742 Expected Total MS Cnt: 25271.4 Backgound Scale: 8.99983. ITERATION NUMBER 884. Current Log-Posterior: 388957 Step Size: -12.49893486 Smoothing Hyper-parameters: 0.426258 0.418891 0.469959 0.357727 0.168505 0.104739 Expected Total MS Cnt: 25661.9 Backgound Scale: 8.94568. ITERATION NUMBER 885. Current Log-Posterior: 388978 Step Size: 20.62651645 Smoothing Hyper-parameters: 0.491848 0.363855 0.379960 0.451922 0.198938 0.234385 Expected Total MS Cnt: 25567.9 Backgound Scale: 8.91316. ITERATION NUMBER 886. Current Log-Posterior: 388290 Step Size: -687.9931282 Smoothing Hyper-parameters: 0.435543 0.451467 0.424878 0.333722 0.128617 0.254574 Expected Total MS Cnt: 25451.1 Backgound Scale: 8.95467. ITERATION NUMBER 887. Current Log-Posterior: 388700 Step Size: 410.2982747 Smoothing Hyper-parameters: 0.401497 0.452308 0.410710 0.519300 0.148073 0.221304 Expected Total MS Cnt: 25652.2 Backgound Scale: 8.90204. ITERATION NUMBER 888. Current Log-Posterior: 389367 Step Size: 667.0676992 Smoothing Hyper-parameters: 0.391086 0.542463 0.486124 0.370670 0.205975 0.093754 Expected Total MS Cnt: 25610.6 Backgound Scale: 8.93834. ITERATION NUMBER 889. Current Log-Posterior: 389054 Step Size: -313.2778412 Smoothing Hyper-parameters: 0.466561 0.439142 0.349156 0.390582 0.122733 0.132264 Expected Total MS Cnt: 25398.1 Backgound Scale: 8.90773. ITERATION NUMBER 890. Current Log-Posterior: 388300 Step Size: -754.2825353 Smoothing Hyper-parameters: 0.440597 0.475045 0.474273 0.359318 0.235962 0.229784 Expected Total MS Cnt: 24944.9 Backgound Scale: 9.0275. ITERATION NUMBER 891. Current Log-Posterior: 388450 Step Size: 150.5809779 Smoothing Hyper-parameters: 0.413100 0.438779 0.428118 0.369231 0.125240 0.166335 Expected Total MS Cnt: 25202.3 Backgound Scale: 9.00591. ITERATION NUMBER 892. Current Log-Posterior: 389259 Step Size: 808.722842 Smoothing Hyper-parameters: 0.460422 0.418560 0.409027 0.290465 0.234670 0.174750 Expected Total MS Cnt: 25272.9 Backgound Scale: 8.98898. ITERATION NUMBER 893. Current Log-Posterior: 388354 Step Size: -905.5258881 Smoothing Hyper-parameters: 0.345778 0.472853 0.395741 0.265106 0.253043 0.152218 Expected Total MS Cnt: 25440.3 Backgound Scale: 8.9633. ITERATION NUMBER 894. Current Log-Posterior: 390688 Step Size: 2334.496785 Smoothing Hyper-parameters: 0.399300 0.404896 0.418597 0.366631 0.201119 0.202829 Expected Total MS Cnt: 25337.7 Backgound Scale: 8.93486. ITERATION NUMBER 895. Current Log-Posterior: 389599 Step Size: -1088.816233 Smoothing Hyper-parameters: 0.399325 0.465320 0.386651 0.357749 0.336293 0.287298 Expected Total MS Cnt: 25219.1 Backgound Scale: 8.97903. ITERATION NUMBER 896. Current Log-Posterior: 389273 Step Size: -326.5531357 Smoothing Hyper-parameters: 0.424954 0.492463 0.399898 0.394243 0.187809 0.235147 Expected Total MS Cnt: 25143.2 Backgound Scale: 8.95738. ITERATION NUMBER 897. Current Log-Posterior: 388917 Step Size: -355.5756071 Smoothing Hyper-parameters: 0.420675 0.503442 0.475748 0.353299 0.218070 0.189243 Expected Total MS Cnt: 25062.8 Backgound Scale: 8.93692. ITERATION NUMBER 898. Current Log-Posterior: 388848 Step Size: -69.15307469 Smoothing Hyper-parameters: 0.440463 0.401322 0.398318 0.374861 0.332879 0.232673 Expected Total MS Cnt: 25200.5 Backgound Scale: 8.93631. ITERATION NUMBER 899. Current Log-Posterior: 388840 Step Size: -8.164339888 Smoothing Hyper-parameters: 0.409246 0.473533 0.365413 0.262136 0.159882 0.248251 Expected Total MS Cnt: 25006 Backgound Scale: 9.00912. ITERATION NUMBER 900. Current Log-Posterior: 389210 Step Size: 369.6234143 Smoothing Hyper-parameters: 0.391252 0.481465 0.379413 0.222542 0.292751 0.325739 Expected Total MS Cnt: 24911.9 Backgound Scale: 8.9657. ITERATION NUMBER 901. Current Log-Posterior: 389548 Step Size: 338.3668009 Smoothing Hyper-parameters: 0.434470 0.551982 0.438432 0.447258 0.167901 0.253962 Expected Total MS Cnt: 25337.8 Backgound Scale: 8.95398. ITERATION NUMBER 902. Current Log-Posterior: 388374 Step Size: -1174.302513 Smoothing Hyper-parameters: 0.518833 0.391281 0.415986 0.434076 0.226670 0.146353 Expected Total MS Cnt: 25285.1 Backgound Scale: 8.95319. ITERATION NUMBER 903. Current Log-Posterior: 387649 Step Size: -725.0365875 Smoothing Hyper-parameters: 0.496673 0.453813 0.335335 0.354752 0.221505 0.169312 Expected Total MS Cnt: 25023.2 Backgound Scale: 8.97683. ITERATION NUMBER 904. Current Log-Posterior: 387845 Step Size: 196.8272926 Smoothing Hyper-parameters: 0.385092 0.578181 0.396227 0.240319 0.215128 0.165497 Expected Total MS Cnt: 25109.6 Backgound Scale: 8.94221. ITERATION NUMBER 905. Current Log-Posterior: 389295 Step Size: 1449.367628 Smoothing Hyper-parameters: 0.488555 0.513040 0.384127 0.332095 0.170714 0.238995 Expected Total MS Cnt: 25343.3 Backgound Scale: 8.93205. ITERATION NUMBER 906. Current Log-Posterior: 387768 Step Size: -1526.777091 Smoothing Hyper-parameters: 0.486255 0.410220 0.417247 0.200772 0.250943 0.208568 Expected Total MS Cnt: 25341.2 Backgound Scale: 8.9276. ITERATION NUMBER 907. Current Log-Posterior: 388203 Step Size: 434.9975916 Smoothing Hyper-parameters: 0.429670 0.413252 0.427757 0.270323 0.229645 0.241685 Expected Total MS Cnt: 25398.8 Backgound Scale: 8.96325. ITERATION NUMBER 908. Current Log-Posterior: 388959 Step Size: 755.891261 Smoothing Hyper-parameters: 0.348088 0.483027 0.473335 0.459976 0.086365 0.187867 Expected Total MS Cnt: 25241.9 Backgound Scale: 8.93037. ITERATION NUMBER 909. Current Log-Posterior: 390408 Step Size: 1448.813707 Smoothing Hyper-parameters: 0.416784 0.416491 0.384302 0.298927 0.204241 0.146042 Expected Total MS Cnt: 25591.8 Backgound Scale: 8.91627. ITERATION NUMBER 910. Current Log-Posterior: 389312 Step Size: -1095.928977 Smoothing Hyper-parameters: 0.323731 0.404063 0.502964 0.323158 0.323767 0.269145 Expected Total MS Cnt: 25309.3 Backgound Scale: 8.97152. ITERATION NUMBER 911. Current Log-Posterior: 391344 Step Size: 2032.313222 Smoothing Hyper-parameters: 0.391640 0.460768 0.357650 0.365895 0.219099 0.295876 Expected Total MS Cnt: 25577.9 Backgound Scale: 8.86571. ITERATION NUMBER 912. Current Log-Posterior: 389661 Step Size: -1682.819578 Smoothing Hyper-parameters: 0.396473 0.484570 0.353758 0.332055 0.218631 0.256438 Expected Total MS Cnt: 25683.8 Backgound Scale: 8.96222. ITERATION NUMBER 913. Current Log-Posterior: 389459 Step Size: -202.4546532 Smoothing Hyper-parameters: 0.434545 0.482335 0.397038 0.324345 0.132486 0.264849 Expected Total MS Cnt: 25906.8 Backgound Scale: 8.93136. ITERATION NUMBER 914. Current Log-Posterior: 388695 Step Size: -763.3789961 Smoothing Hyper-parameters: 0.467748 0.424823 0.452818 0.289686 0.309311 0.199345 Expected Total MS Cnt: 25606.4 Backgound Scale: 8.89966. ITERATION NUMBER 915. Current Log-Posterior: 388377 Step Size: -318.743001 Smoothing Hyper-parameters: 0.438192 0.468775 0.484068 0.354010 0.137150 0.314066 Expected Total MS Cnt: 25330.6 Backgound Scale: 8.85325. ITERATION NUMBER 916. Current Log-Posterior: 388608 Step Size: 231.7888063 Smoothing Hyper-parameters: 0.451470 0.453353 0.345391 0.347658 0.213471 0.208931 Expected Total MS Cnt: 25515 Backgound Scale: 8.8956. ITERATION NUMBER 917. Current Log-Posterior: 388571 Step Size: -37.44474736 Smoothing Hyper-parameters: 0.508262 0.517526 0.360976 0.287434 0.276491 0.118368 Expected Total MS Cnt: 25594.3 Backgound Scale: 8.92799. ITERATION NUMBER 918. Current Log-Posterior: 387471 Step Size: -1100.147896 Smoothing Hyper-parameters: 0.400199 0.433726 0.403274 0.337652 0.217664 0.209113 Expected Total MS Cnt: 25852.5 Backgound Scale: 8.98603. ITERATION NUMBER 919. Current Log-Posterior: 389559 Step Size: 2088.444851 Smoothing Hyper-parameters: 0.433249 0.423347 0.430771 0.214378 0.267152 0.272993 Expected Total MS Cnt: 25951.8 Backgound Scale: 8.87814. ITERATION NUMBER 920. Current Log-Posterior: 388881 Step Size: -678.2476704 Smoothing Hyper-parameters: 0.421284 0.491931 0.432032 0.330454 0.264004 0.279022 Expected Total MS Cnt: 26064.1 Backgound Scale: 8.97139. ITERATION NUMBER 921. Current Log-Posterior: 388823 Step Size: -58.51562215 Smoothing Hyper-parameters: 0.435421 0.391732 0.496919 0.293318 0.192263 0.206046 Expected Total MS Cnt: 25501.8 Backgound Scale: 8.86627. ITERATION NUMBER 922. Current Log-Posterior: 389108 Step Size: 285.5372073 Smoothing Hyper-parameters: 0.409864 0.528356 0.363983 0.381866 0.249878 0.248086 Expected Total MS Cnt: 25465.9 Backgound Scale: 8.95033. ITERATION NUMBER 923. Current Log-Posterior: 389130 Step Size: 21.74158931 Smoothing Hyper-parameters: 0.447368 0.444626 0.357584 0.322175 0.291593 0.275222 Expected Total MS Cnt: 25697.8 Backgound Scale: 8.91397. ITERATION NUMBER 924. Current Log-Posterior: 388678 Step Size: -451.7793544 Smoothing Hyper-parameters: 0.459265 0.570333 0.417500 0.378221 0.188592 0.232577 Expected Total MS Cnt: 25885.9 Backgound Scale: 8.89972. ITERATION NUMBER 925. Current Log-Posterior: 388137 Step Size: -541.215839 Smoothing Hyper-parameters: 0.429379 0.524842 0.447253 0.369010 0.112568 0.242168 Expected Total MS Cnt: 25964.5 Backgound Scale: 8.85604. ITERATION NUMBER 926. Current Log-Posterior: 388598 Step Size: 460.7779935 Smoothing Hyper-parameters: 0.493606 0.457319 0.439959 0.268994 0.232633 0.260516 Expected Total MS Cnt: 26068.2 Backgound Scale: 8.9216. ITERATION NUMBER 927. Current Log-Posterior: 387703 Step Size: -894.569891 Smoothing Hyper-parameters: 0.509759 0.512292 0.408846 0.310918 0.122828 0.251128 Expected Total MS Cnt: 25845.3 Backgound Scale: 8.90075. ITERATION NUMBER 928. Current Log-Posterior: 387392 Step Size: -311.2925254 Smoothing Hyper-parameters: 0.461835 0.459173 0.423728 0.336977 0.129902 0.245785 Expected Total MS Cnt: 25684.4 Backgound Scale: 8.91481. ITERATION NUMBER 929. Current Log-Posterior: 388262 Step Size: 870.5500329 Smoothing Hyper-parameters: 0.396887 0.481570 0.507487 0.408975 0.231720 0.180953 Expected Total MS Cnt: 25990.1 Backgound Scale: 8.90205. ITERATION NUMBER 930. Current Log-Posterior: 389076 Step Size: 814.1362625 Smoothing Hyper-parameters: 0.432218 0.433550 0.446705 0.260069 0.409901 0.159451 Expected Total MS Cnt: 25830.4 Backgound Scale: 8.87391. ITERATION NUMBER 931. Current Log-Posterior: 388798 Step Size: -278.0184857 Smoothing Hyper-parameters: 0.378511 0.494010 0.459473 0.300360 0.219099 0.219229 Expected Total MS Cnt: 25952.3 Backgound Scale: 8.91724. ITERATION NUMBER 932. Current Log-Posterior: 389582 Step Size: 783.9101105 Smoothing Hyper-parameters: 0.407116 0.486176 0.369369 0.266874 0.239724 0.131290 Expected Total MS Cnt: 25961.2 Backgound Scale: 8.91973. ITERATION NUMBER 933. Current Log-Posterior: 389251 Step Size: -331.5615287 Smoothing Hyper-parameters: 0.433674 0.451739 0.358619 0.262187 0.228473 0.086362 Expected Total MS Cnt: 25470.6 Backgound Scale: 8.8928. ITERATION NUMBER 934. Current Log-Posterior: 388733 Step Size: -517.3199039 Smoothing Hyper-parameters: 0.436914 0.506011 0.442626 0.381972 0.265788 0.223717 Expected Total MS Cnt: 25609.9 Backgound Scale: 8.95173. ITERATION NUMBER 935. Current Log-Posterior: 388372 Step Size: -361.8044928 Smoothing Hyper-parameters: 0.492787 0.475641 0.419266 0.277806 0.200871 0.275674 Expected Total MS Cnt: 25252.4 Backgound Scale: 8.91725. ITERATION NUMBER 936. Current Log-Posterior: 387741 Step Size: -631.0370684 Smoothing Hyper-parameters: 0.504982 0.424024 0.399728 0.338489 0.099338 0.261625 Expected Total MS Cnt: 25206.8 Backgound Scale: 8.95093. ITERATION NUMBER 937. Current Log-Posterior: 387800 Step Size: 59.18338678 Smoothing Hyper-parameters: 0.501509 0.473577 0.377860 0.295939 0.202335 0.103693 Expected Total MS Cnt: 25361.4 Backgound Scale: 8.97429. ITERATION NUMBER 938. Current Log-Posterior: 387643 Step Size: -156.7609462 Smoothing Hyper-parameters: 0.398056 0.494507 0.427480 0.371616 0.170475 0.241940 Expected Total MS Cnt: 25360 Backgound Scale: 8.90735. ITERATION NUMBER 939. Current Log-Posterior: 389266 Step Size: 1623.234331 Smoothing Hyper-parameters: 0.496409 0.414151 0.437404 0.304974 0.186614 0.182363 Expected Total MS Cnt: 25416.5 Backgound Scale: 8.89712. ITERATION NUMBER 940. Current Log-Posterior: 387817 Step Size: -1449.313537 Smoothing Hyper-parameters: 0.370508 0.496124 0.513141 0.298112 0.323531 0.112974 Expected Total MS Cnt: 25227.8 Backgound Scale: 8.90628. ITERATION NUMBER 941. Current Log-Posterior: 389804 Step Size: 1987.115782 Smoothing Hyper-parameters: 0.541902 0.523132 0.401905 0.360105 0.207100 0.166497 Expected Total MS Cnt: 25463.5 Backgound Scale: 8.96958. ITERATION NUMBER 942. Current Log-Posterior: 386883 Step Size: -2920.841089 Smoothing Hyper-parameters: 0.532067 0.505435 0.446356 0.309179 0.232156 0.153356 Expected Total MS Cnt: 25602.6 Backgound Scale: 8.91805. ITERATION NUMBER 943. Current Log-Posterior: 387098 Step Size: 214.6314887 Smoothing Hyper-parameters: 0.404078 0.466150 0.451212 0.269339 0.325822 0.185850 Expected Total MS Cnt: 25299.2 Backgound Scale: 8.8599. ITERATION NUMBER 944. Current Log-Posterior: 389323 Step Size: 2224.702251 Smoothing Hyper-parameters: 0.434296 0.494209 0.433833 0.385389 0.192661 0.209193 Expected Total MS Cnt: 25438.7 Backgound Scale: 8.91945. ITERATION NUMBER 945. Current Log-Posterior: 388499 Step Size: -823.7988909 Smoothing Hyper-parameters: 0.406976 0.454107 0.355536 0.435860 0.160122 0.225397 Expected Total MS Cnt: 25068.2 Backgound Scale: 8.98836. ITERATION NUMBER 946. Current Log-Posterior: 389385 Step Size: 886.4186777 Smoothing Hyper-parameters: 0.452953 0.409544 0.472059 0.320097 0.169816 0.212362 Expected Total MS Cnt: 25495.9 Backgound Scale: 9.00397. ITERATION NUMBER 947. Current Log-Posterior: 388664 Step Size: -721.3085199 Smoothing Hyper-parameters: 0.453144 0.515610 0.397892 0.299156 0.298029 0.115977 Expected Total MS Cnt: 25387.4 Backgound Scale: 8.92219. ITERATION NUMBER 948. Current Log-Posterior: 388361 Step Size: -303.3257937 Smoothing Hyper-parameters: 0.449363 0.579411 0.333425 0.363357 0.171212 0.113464 Expected Total MS Cnt: 25386.3 Backgound Scale: 8.90858. ITERATION NUMBER 949. Current Log-Posterior: 388197 Step Size: -163.5355105 Smoothing Hyper-parameters: 0.451742 0.401942 0.418106 0.292429 0.263016 0.286997 Expected Total MS Cnt: 25523.4 Backgound Scale: 8.93845. ITERATION NUMBER 950. Current Log-Posterior: 388790 Step Size: 593.4512988 Smoothing Hyper-parameters: 0.420114 0.463435 0.373532 0.275294 0.182109 0.299703 Expected Total MS Cnt: 25517.1 Backgound Scale: 8.95224. ITERATION NUMBER 951. Current Log-Posterior: 388892 Step Size: 101.4563272 Smoothing Hyper-parameters: 0.441239 0.373425 0.424067 0.317767 0.297100 0.181225 Expected Total MS Cnt: 25530.7 Backgound Scale: 8.94976. ITERATION NUMBER 952. Current Log-Posterior: 388950 Step Size: 57.87226887 Smoothing Hyper-parameters: 0.413752 0.470966 0.366398 0.226937 0.276698 0.182684 Expected Total MS Cnt: 25239.1 Backgound Scale: 8.93936. ITERATION NUMBER 953. Current Log-Posterior: 389152 Step Size: 201.8433362 Smoothing Hyper-parameters: 0.440434 0.417172 0.324650 0.324144 0.215337 0.194921 Expected Total MS Cnt: 25459.1 Backgound Scale: 8.9493. ITERATION NUMBER 954. Current Log-Posterior: 388776 Step Size: -376.0009126 Smoothing Hyper-parameters: 0.388512 0.440760 0.387523 0.389692 0.210215 0.170890 Expected Total MS Cnt: 25436.2 Backgound Scale: 8.92727. ITERATION NUMBER 955. Current Log-Posterior: 389604 Step Size: 828.3278374 Smoothing Hyper-parameters: 0.398155 0.500476 0.424709 0.288488 0.143815 0.084183 Expected Total MS Cnt: 25234.3 Backgound Scale: 8.9984. ITERATION NUMBER 956. Current Log-Posterior: 389271 Step Size: -332.6692402 Smoothing Hyper-parameters: 0.410176 0.410144 0.363619 0.250629 0.207251 0.259082 Expected Total MS Cnt: 25023.6 Backgound Scale: 8.98145. ITERATION NUMBER 957. Current Log-Posterior: 389509 Step Size: 237.8310902 Smoothing Hyper-parameters: 0.457723 0.463330 0.480425 0.284320 0.263113 0.106335 Expected Total MS Cnt: 25029.5 Backgound Scale: 8.98195. ITERATION NUMBER 958. Current Log-Posterior: 388411 Step Size: -1098.153241 Smoothing Hyper-parameters: 0.396041 0.455619 0.432585 0.250338 0.202514 0.172914 Expected Total MS Cnt: 24906.5 Backgound Scale: 9.06701. ITERATION NUMBER 959. Current Log-Posterior: 389517 Step Size: 1106.403109 Smoothing Hyper-parameters: 0.452292 0.368665 0.395818 0.259511 0.263394 0.200001 Expected Total MS Cnt: 24715.7 Backgound Scale: 8.98311. ITERATION NUMBER 960. Current Log-Posterior: 388976 Step Size: -541.4908358 Smoothing Hyper-parameters: 0.458907 0.390203 0.408623 0.298138 0.233665 0.054325 Expected Total MS Cnt: 24608 Backgound Scale: 9.07796. ITERATION NUMBER 961. Current Log-Posterior: 388587 Step Size: -389.2457786 Smoothing Hyper-parameters: 0.318947 0.476379 0.422849 0.324896 0.190755 0.291447 Expected Total MS Cnt: 24611.5 Backgound Scale: 9.044. ITERATION NUMBER 962. Current Log-Posterior: 391224 Step Size: 2637.221989 Smoothing Hyper-parameters: 0.462532 0.353844 0.520983 0.224744 0.162296 0.268016 Expected Total MS Cnt: 24527 Backgound Scale: 8.99864. ITERATION NUMBER 963. Current Log-Posterior: 388696 Step Size: -2527.552461 Smoothing Hyper-parameters: 0.486740 0.521569 0.431215 0.214615 0.203060 0.322932 Expected Total MS Cnt: 24571.9 Backgound Scale: 9.03171. ITERATION NUMBER 964. Current Log-Posterior: 387747 Step Size: -948.9207878 Smoothing Hyper-parameters: 0.357520 0.417278 0.376753 0.424978 0.207199 0.142842 Expected Total MS Cnt: 24781.8 Backgound Scale: 9.03523. ITERATION NUMBER 965. Current Log-Posterior: 390423 Step Size: 2675.141316 Smoothing Hyper-parameters: 0.370989 0.435146 0.452559 0.312240 0.224426 0.191977 Expected Total MS Cnt: 24528.5 Backgound Scale: 9.02693. ITERATION NUMBER 966. Current Log-Posterior: 390020 Step Size: -402.7099086 Smoothing Hyper-parameters: 0.359071 0.413509 0.347527 0.350109 0.152008 0.243466 Expected Total MS Cnt: 24370.5 Backgound Scale: 9.05419. ITERATION NUMBER 967. Current Log-Posterior: 390423 Step Size: 403.4021042 Smoothing Hyper-parameters: 0.390609 0.443559 0.515947 0.309114 0.259203 0.078320 Expected Total MS Cnt: 24414.9 Backgound Scale: 9.07618. ITERATION NUMBER 968. Current Log-Posterior: 389604 Step Size: -819.5250159 Smoothing Hyper-parameters: 0.462256 0.423320 0.384599 0.367145 0.181429 0.191323 Expected Total MS Cnt: 24475.9 Backgound Scale: 9.02723. ITERATION NUMBER 969. Current Log-Posterior: 388506 Step Size: -1097.767492 Smoothing Hyper-parameters: 0.437453 0.343425 0.361316 0.353757 0.070820 0.333843 Expected Total MS Cnt: 24496.4 Backgound Scale: 9.06038. ITERATION NUMBER 970. Current Log-Posterior: 389275 Step Size: 769.483676 Smoothing Hyper-parameters: 0.343852 0.384158 0.494266 0.284689 0.253346 0.246223 Expected Total MS Cnt: 24698.5 Backgound Scale: 8.96186. ITERATION NUMBER 971. Current Log-Posterior: 391050 Step Size: 1774.524716 Smoothing Hyper-parameters: 0.420712 0.416595 0.440028 0.294488 0.158926 0.118708 Expected Total MS Cnt: 24863.7 Backgound Scale: 9.04012. ITERATION NUMBER 972. Current Log-Posterior: 389089 Step Size: -1961.362741 Smoothing Hyper-parameters: 0.409514 0.458661 0.363324 0.420592 0.129826 0.161628 Expected Total MS Cnt: 24544.2 Backgound Scale: 9.00967. ITERATION NUMBER 973. Current Log-Posterior: 389236 Step Size: 147.0981488 Smoothing Hyper-parameters: 0.423578 0.399124 0.407915 0.333776 0.358788 0.174888 Expected Total MS Cnt: 24689.7 Backgound Scale: 8.96487. ITERATION NUMBER 974. Current Log-Posterior: 389066 Step Size: -169.2912354 Smoothing Hyper-parameters: 0.399408 0.415600 0.432315 0.291811 0.246812 0.148687 Expected Total MS Cnt: 24811 Backgound Scale: 9.04465. ITERATION NUMBER 975. Current Log-Posterior: 389582 Step Size: 516.0024906 Smoothing Hyper-parameters: 0.388114 0.514170 0.338630 0.281143 0.245456 0.178567 Expected Total MS Cnt: 24965.8 Backgound Scale: 9.06171. ITERATION NUMBER 976. Current Log-Posterior: 389542 Step Size: -40.36070539 Smoothing Hyper-parameters: 0.457265 0.399280 0.347404 0.239686 0.264983 0.122550 Expected Total MS Cnt: 24629.8 Backgound Scale: 9.03137. ITERATION NUMBER 977. Current Log-Posterior: 388671 Step Size: -871.2661185 Smoothing Hyper-parameters: 0.424197 0.492810 0.384069 0.281623 0.228640 0.199600 Expected Total MS Cnt: 25006.8 Backgound Scale: 8.9916. ITERATION NUMBER 978. Current Log-Posterior: 388793 Step Size: 122.2259379 Smoothing Hyper-parameters: 0.369664 0.545762 0.365275 0.286514 0.257372 0.193108 Expected Total MS Cnt: 25176.1 Backgound Scale: 8.97859. ITERATION NUMBER 979. Current Log-Posterior: 389737 Step Size: 944.3102284 Smoothing Hyper-parameters: 0.375530 0.504343 0.425032 0.292809 0.277475 0.152484 Expected Total MS Cnt: 25368.5 Backgound Scale: 9.02396. ITERATION NUMBER 980. Current Log-Posterior: 389723 Step Size: -14.51449841 Smoothing Hyper-parameters: 0.454393 0.451165 0.338704 0.228852 0.299013 0.349487 Expected Total MS Cnt: 24757.9 Backgound Scale: 9.03601. ITERATION NUMBER 981. Current Log-Posterior: 388569 Step Size: -1154.150869 Smoothing Hyper-parameters: 0.462177 0.460021 0.435972 0.287604 0.181837 0.281680 Expected Total MS Cnt: 24831.4 Backgound Scale: 8.97288. ITERATION NUMBER 982. Current Log-Posterior: 388285 Step Size: -283.9138241 Smoothing Hyper-parameters: 0.475451 0.526046 0.366297 0.386187 0.232845 0.177265 Expected Total MS Cnt: 25079.6 Backgound Scale: 8.93162. ITERATION NUMBER 983. Current Log-Posterior: 387956 Step Size: -328.7472445 Smoothing Hyper-parameters: 0.360161 0.576327 0.452706 0.361415 0.179119 0.129709 Expected Total MS Cnt: 25197.2 Backgound Scale: 9.01965. ITERATION NUMBER 984. Current Log-Posterior: 389731 Step Size: 1775.305056 Smoothing Hyper-parameters: 0.449575 0.479600 0.408051 0.241914 0.227468 0.180090 Expected Total MS Cnt: 25414.3 Backgound Scale: 9.013. ITERATION NUMBER 985. Current Log-Posterior: 388392 Step Size: -1338.899326 Smoothing Hyper-parameters: 0.398391 0.482556 0.323377 0.334565 0.154661 0.199735 Expected Total MS Cnt: 25188.6 Backgound Scale: 8.93218. ITERATION NUMBER 986. Current Log-Posterior: 389527 Step Size: 1134.21763 Smoothing Hyper-parameters: 0.435657 0.512364 0.445659 0.214461 0.194861 0.189843 Expected Total MS Cnt: 25179.8 Backgound Scale: 8.92889. ITERATION NUMBER 987. Current Log-Posterior: 388662 Step Size: -864.9598624 Smoothing Hyper-parameters: 0.374776 0.509144 0.427933 0.217904 0.228768 0.261146 Expected Total MS Cnt: 25627 Backgound Scale: 8.948. ITERATION NUMBER 988. Current Log-Posterior: 389852 Step Size: 1189.885333 Smoothing Hyper-parameters: 0.395843 0.410859 0.504138 0.296595 0.096903 0.095075 Expected Total MS Cnt: 25557.3 Backgound Scale: 8.97648. ITERATION NUMBER 989. Current Log-Posterior: 389645 Step Size: -206.7737706 Smoothing Hyper-parameters: 0.421186 0.470565 0.419656 0.357415 0.224009 0.298057 Expected Total MS Cnt: 25348.5 Backgound Scale: 8.89726. ITERATION NUMBER 990. Current Log-Posterior: 388813 Step Size: -832.1822672 Smoothing Hyper-parameters: 0.392848 0.459964 0.439733 0.223374 0.370056 0.217544 Expected Total MS Cnt: 25224.5 Backgound Scale: 8.97476. ITERATION NUMBER 991. Current Log-Posterior: 389518 Step Size: 705.6593963 Smoothing Hyper-parameters: 0.363929 0.526396 0.473153 0.325926 0.146212 0.263394 Expected Total MS Cnt: 25223.1 Backgound Scale: 8.97571. ITERATION NUMBER 992. Current Log-Posterior: 389967 Step Size: 448.3731291 Smoothing Hyper-parameters: 0.373761 0.442454 0.350912 0.374001 0.196367 0.166486 Expected Total MS Cnt: 25232 Backgound Scale: 8.90934. ITERATION NUMBER 993. Current Log-Posterior: 390217 Step Size: 250.2998612 Smoothing Hyper-parameters: 0.371390 0.452661 0.413423 0.331367 0.091945 0.328804 Expected Total MS Cnt: 25237.4 Backgound Scale: 9.01276. ITERATION NUMBER 994. Current Log-Posterior: 390052 Step Size: -164.8904861 Smoothing Hyper-parameters: 0.406257 0.436700 0.445241 0.368271 0.161901 0.250780 Expected Total MS Cnt: 24892.3 Backgound Scale: 9.07336. ITERATION NUMBER 995. Current Log-Posterior: 389410 Step Size: -641.7252936 Smoothing Hyper-parameters: 0.498904 0.368861 0.301439 0.280341 0.234906 0.097721 Expected Total MS Cnt: 24841 Backgound Scale: 9.00719. ITERATION NUMBER 996. Current Log-Posterior: 388458 Step Size: -951.8802996 Smoothing Hyper-parameters: 0.333451 0.493407 0.482643 0.275398 0.191613 0.185328 Expected Total MS Cnt: 24925.9 Backgound Scale: 9.07615. ITERATION NUMBER 997. Current Log-Posterior: 390795 Step Size: 2336.940005 Smoothing Hyper-parameters: 0.367322 0.461096 0.430253 0.285185 0.194762 0.310494 Expected Total MS Cnt: 24897.8 Backgound Scale: 9.01205. ITERATION NUMBER 998. Current Log-Posterior: 390090 Step Size: -705.2104331 Smoothing Hyper-parameters: 0.369160 0.498076 0.435011 0.263472 0.199134 0.248771 Expected Total MS Cnt: 24956.8 Backgound Scale: 8.97191. ITERATION NUMBER 999. Current Log-Posterior: 389900 Step Size: -190.5248202 Smoothing Hyper-parameters: 0.413469 0.455868 0.436943 0.282850 0.272679 0.166616 Expected Total MS Cnt: 25279.9 Backgound Scale: 8.94533. ITERATION NUMBER 1000. Current Log-Posterior: 389198 Step Size: -702.0213098 Smoothing Hyper-parameters: 0.482664 0.470643 0.370714 0.292809 0.151390 0.244977 Expected Total MS Cnt: 25154.3 Backgound Scale: 8.92618. > movie(mcmc.sample)