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.070130a.txt bkg.txt cp map_ex1.txt map.txt cat run-bayes-image-analysis.sh > do_emc2c1_ModelDataPaddedIntTime1.0.64sq.070130aon_counts_g1-9_g004gt1GeV64x64b.it1000.ms100gamttlcnt_1_.05FitS0.070130a.log echo "Using starting src of:" >> do_emc2c1_ModelDataPaddedIntTime1.0.64sq.070130aon_counts_g1-9_g004gt1GeV64x64b.it1000.ms100gamttlcnt_1_.05FitS0.070130a.log head src.txt >> do_emc2c1_ModelDataPaddedIntTime1.0.64sq.070130aon_counts_g1-9_g004gt1GeV64x64b.it1000.ms100gamttlcnt_1_.05FitS0.070130a.log echo "Using PSF of:" >> do_emc2c1_ModelDataPaddedIntTime1.0.64sq.070130aon_counts_g1-9_g004gt1GeV64x64b.it1000.ms100gamttlcnt_1_.05FitS0.070130a.log head psf.txt >> do_emc2c1_ModelDataPaddedIntTime1.0.64sq.070130aon_counts_g1-9_g004gt1GeV64x64b.it1000.ms100gamttlcnt_1_.05FitS0.070130a.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.070130aon_counts_g1-9_g004gt1GeV64x64b.it1000.ms100gamttlcnt_1_.05FitS0.070130a.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.070130aon_counts_g1-9_g004gt1GeV64x64b.it1000.ms100gamttlcnt_1_.05FitS0.070130a.output.txt ### mv dump.txt do_emc2c1_ModelDataPaddedIntTime1.0.64sq.070130aon_counts_g1-9_g004gt1GeV64x64b.it1000.ms100gamttlcnt_1_.05FitS0.070130a.dump.txt ### mv Rplots.ps do_emc2c1_ModelDataPaddedIntTime1.0.64sq.070130aon_counts_g1-9_g004gt1GeV64x64b.it1000.ms100gamttlcnt_1_.05FitS0.070130a.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: 221201 Smoothing Hyper-parameters: 1.163265 0.921516 0.573377 0.403337 0.291423 0.147984 Expected Total MS Cnt: 12680.1 Backgound Scale: 9.42196. ITERATION NUMBER 2. Current Log-Posterior: 369995 Step Size: 148793.5175 Smoothing Hyper-parameters: 0.910241 0.855786 0.547220 0.467821 0.232842 0.317387 Expected Total MS Cnt: 12068.7 Backgound Scale: 9.44915. ITERATION NUMBER 3. Current Log-Posterior: 377144 Step Size: 7149.076677 Smoothing Hyper-parameters: 0.723437 0.753017 0.592202 0.431435 0.286020 0.217918 Expected Total MS Cnt: 13036.9 Backgound Scale: 9.32091. ITERATION NUMBER 4. Current Log-Posterior: 380606 Step Size: 3462.293878 Smoothing Hyper-parameters: 0.595496 0.686191 0.526215 0.299294 0.358399 0.300354 Expected Total MS Cnt: 14178.7 Backgound Scale: 9.2166. ITERATION NUMBER 5. Current Log-Posterior: 383110 Step Size: 2504.30317 Smoothing Hyper-parameters: 0.540387 0.586684 0.485853 0.350704 0.287688 0.277000 Expected Total MS Cnt: 15242.8 Backgound Scale: 9.10828. ITERATION NUMBER 6. Current Log-Posterior: 384533 Step Size: 1423.000655 Smoothing Hyper-parameters: 0.472098 0.524295 0.437865 0.319274 0.163651 0.193405 Expected Total MS Cnt: 15927.2 Backgound Scale: 9.07507. ITERATION NUMBER 7. Current Log-Posterior: 386033 Step Size: 1499.501797 Smoothing Hyper-parameters: 0.386651 0.534076 0.508813 0.378680 0.331931 0.285456 Expected Total MS Cnt: 16504.6 Backgound Scale: 8.95453. ITERATION NUMBER 8. Current Log-Posterior: 387715 Step Size: 1682.634936 Smoothing Hyper-parameters: 0.428863 0.492108 0.423440 0.312196 0.200739 0.152700 Expected Total MS Cnt: 17340.6 Backgound Scale: 8.88723. ITERATION NUMBER 9. Current Log-Posterior: 387151 Step Size: -564.6967684 Smoothing Hyper-parameters: 0.401838 0.529094 0.426968 0.256562 0.219713 0.352001 Expected Total MS Cnt: 17761.9 Backgound Scale: 8.85146. ITERATION NUMBER 10. Current Log-Posterior: 387855 Step Size: 704.2185185 Smoothing Hyper-parameters: 0.343531 0.429106 0.345003 0.247867 0.327245 0.253531 Expected Total MS Cnt: 18524.7 Backgound Scale: 8.71202. ITERATION NUMBER 11. Current Log-Posterior: 389889 Step Size: 2034.469124 Smoothing Hyper-parameters: 0.364664 0.352267 0.354508 0.318318 0.141467 0.083930 Expected Total MS Cnt: 19080.8 Backgound Scale: 8.69221. ITERATION NUMBER 12. Current Log-Posterior: 389755 Step Size: -134.6833015 Smoothing Hyper-parameters: 0.286619 0.433104 0.385846 0.320324 0.184536 0.128902 Expected Total MS Cnt: 19509.1 Backgound Scale: 8.57236. ITERATION NUMBER 13. Current Log-Posterior: 391716 Step Size: 1960.989156 Smoothing Hyper-parameters: 0.296872 0.451380 0.352241 0.331857 0.197552 0.272567 Expected Total MS Cnt: 19999.6 Backgound Scale: 8.47854. ITERATION NUMBER 14. Current Log-Posterior: 391687 Step Size: -28.85127303 Smoothing Hyper-parameters: 0.393876 0.420779 0.317285 0.332108 0.233885 0.207634 Expected Total MS Cnt: 20245.7 Backgound Scale: 8.50311. ITERATION NUMBER 15. Current Log-Posterior: 389051 Step Size: -2635.588414 Smoothing Hyper-parameters: 0.328675 0.438034 0.343004 0.276402 0.246672 0.257600 Expected Total MS Cnt: 20666 Backgound Scale: 8.45916. ITERATION NUMBER 16. Current Log-Posterior: 390713 Step Size: 1661.604434 Smoothing Hyper-parameters: 0.368047 0.498991 0.364474 0.297667 0.251042 0.186084 Expected Total MS Cnt: 21106.3 Backgound Scale: 8.40668. ITERATION NUMBER 17. Current Log-Posterior: 389271 Step Size: -1442.081238 Smoothing Hyper-parameters: 0.366142 0.422663 0.358591 0.245494 0.281957 0.375910 Expected Total MS Cnt: 21401.2 Backgound Scale: 8.36635. ITERATION NUMBER 18. Current Log-Posterior: 389687 Step Size: 416.5693775 Smoothing Hyper-parameters: 0.339564 0.442463 0.322710 0.304245 0.165463 0.231872 Expected Total MS Cnt: 21593.1 Backgound Scale: 8.33919. ITERATION NUMBER 19. Current Log-Posterior: 390235 Step Size: 547.5371871 Smoothing Hyper-parameters: 0.313303 0.364268 0.388065 0.266142 0.165160 0.197976 Expected Total MS Cnt: 21834.7 Backgound Scale: 8.30148. ITERATION NUMBER 20. Current Log-Posterior: 391416 Step Size: 1181.417006 Smoothing Hyper-parameters: 0.353373 0.358374 0.331185 0.334935 0.255038 0.113989 Expected Total MS Cnt: 22344 Backgound Scale: 8.26462. ITERATION NUMBER 21. Current Log-Posterior: 390330 Step Size: -1086.544067 Smoothing Hyper-parameters: 0.394607 0.299803 0.362908 0.237226 0.114227 0.260271 Expected Total MS Cnt: 22447.9 Backgound Scale: 8.26684. ITERATION NUMBER 22. Current Log-Posterior: 390063 Step Size: -267.0128704 Smoothing Hyper-parameters: 0.309972 0.440765 0.431448 0.216481 0.194747 0.258502 Expected Total MS Cnt: 22561.2 Backgound Scale: 8.21097. ITERATION NUMBER 23. Current Log-Posterior: 391294 Step Size: 1230.701392 Smoothing Hyper-parameters: 0.317242 0.362802 0.317560 0.225043 0.165137 0.169136 Expected Total MS Cnt: 22737.7 Backgound Scale: 8.20512. ITERATION NUMBER 24. Current Log-Posterior: 391590 Step Size: 296.1050174 Smoothing Hyper-parameters: 0.353933 0.372112 0.257846 0.247699 0.149934 0.151083 Expected Total MS Cnt: 22688.1 Backgound Scale: 8.2246. ITERATION NUMBER 25. Current Log-Posterior: 390456 Step Size: -1133.488444 Smoothing Hyper-parameters: 0.382162 0.355996 0.343170 0.310750 0.141435 0.194167 Expected Total MS Cnt: 22629.8 Backgound Scale: 8.26266. ITERATION NUMBER 26. Current Log-Posterior: 389812 Step Size: -644.2120259 Smoothing Hyper-parameters: 0.419081 0.352806 0.322626 0.320871 0.131826 0.197949 Expected Total MS Cnt: 22743.1 Backgound Scale: 8.18739. ITERATION NUMBER 27. Current Log-Posterior: 389080 Step Size: -732.294456 Smoothing Hyper-parameters: 0.430418 0.342258 0.272076 0.244889 0.069372 0.145775 Expected Total MS Cnt: 22646.3 Backgound Scale: 8.15433. ITERATION NUMBER 28. Current Log-Posterior: 389124 Step Size: 44.39578933 Smoothing Hyper-parameters: 0.342727 0.381735 0.386955 0.194639 0.241472 0.325482 Expected Total MS Cnt: 22932.8 Backgound Scale: 8.17583. ITERATION NUMBER 29. Current Log-Posterior: 390685 Step Size: 1560.503641 Smoothing Hyper-parameters: 0.421403 0.335197 0.320585 0.175540 0.186631 0.246612 Expected Total MS Cnt: 22599.4 Backgound Scale: 8.11724. ITERATION NUMBER 30. Current Log-Posterior: 389150 Step Size: -1534.091812 Smoothing Hyper-parameters: 0.453235 0.291739 0.383960 0.218491 0.151152 0.190300 Expected Total MS Cnt: 22855.8 Backgound Scale: 8.16052. ITERATION NUMBER 31. Current Log-Posterior: 388959 Step Size: -191.2919109 Smoothing Hyper-parameters: 0.430079 0.290762 0.278961 0.299343 0.204580 0.157770 Expected Total MS Cnt: 23187.2 Backgound Scale: 8.18012. ITERATION NUMBER 32. Current Log-Posterior: 389402 Step Size: 442.870316 Smoothing Hyper-parameters: 0.446392 0.248676 0.295906 0.282581 0.207151 0.251341 Expected Total MS Cnt: 23215.6 Backgound Scale: 8.15227. ITERATION NUMBER 33. Current Log-Posterior: 389563 Step Size: 161.4194171 Smoothing Hyper-parameters: 0.497952 0.239810 0.313203 0.310290 0.105622 0.286848 Expected Total MS Cnt: 23336.9 Backgound Scale: 8.18035. ITERATION NUMBER 34. Current Log-Posterior: 389117 Step Size: -446.517032 Smoothing Hyper-parameters: 0.322697 0.373864 0.279355 0.303852 0.148744 0.200116 Expected Total MS Cnt: 23339 Backgound Scale: 8.12201. ITERATION NUMBER 35. Current Log-Posterior: 391537 Step Size: 2419.956837 Smoothing Hyper-parameters: 0.303657 0.457402 0.364904 0.174864 0.225017 0.216946 Expected Total MS Cnt: 23424.8 Backgound Scale: 8.18795. ITERATION NUMBER 36. Current Log-Posterior: 391640 Step Size: 103.0567179 Smoothing Hyper-parameters: 0.337230 0.401273 0.245223 0.189982 0.241865 0.185207 Expected Total MS Cnt: 23577.3 Backgound Scale: 8.08859. ITERATION NUMBER 37. Current Log-Posterior: 390777 Step Size: -862.578704 Smoothing Hyper-parameters: 0.393769 0.311751 0.287297 0.238892 0.194980 0.097926 Expected Total MS Cnt: 23550.2 Backgound Scale: 8.08063. ITERATION NUMBER 38. Current Log-Posterior: 390159 Step Size: -618.1720089 Smoothing Hyper-parameters: 0.340359 0.309654 0.336812 0.190869 0.238134 0.101338 Expected Total MS Cnt: 23491.6 Backgound Scale: 8.177. ITERATION NUMBER 39. Current Log-Posterior: 391533 Step Size: 1373.520342 Smoothing Hyper-parameters: 0.380365 0.406213 0.312964 0.239948 0.244467 0.076791 Expected Total MS Cnt: 23992.4 Backgound Scale: 8.06883. ITERATION NUMBER 40. Current Log-Posterior: 390011 Step Size: -1521.611919 Smoothing Hyper-parameters: 0.316593 0.294124 0.321299 0.232667 0.250623 0.139414 Expected Total MS Cnt: 24354.5 Backgound Scale: 8.04492. ITERATION NUMBER 41. Current Log-Posterior: 392260 Step Size: 2248.686066 Smoothing Hyper-parameters: 0.390664 0.307718 0.383811 0.350319 0.308963 0.177177 Expected Total MS Cnt: 24229 Backgound Scale: 8.00025. ITERATION NUMBER 42. Current Log-Posterior: 389943 Step Size: -2316.957769 Smoothing Hyper-parameters: 0.330428 0.431881 0.413899 0.238902 0.172705 0.265609 Expected Total MS Cnt: 24457.3 Backgound Scale: 7.99221. ITERATION NUMBER 43. Current Log-Posterior: 391062 Step Size: 1119.076624 Smoothing Hyper-parameters: 0.392628 0.325835 0.356185 0.373285 0.242109 0.324465 Expected Total MS Cnt: 24790.2 Backgound Scale: 7.97526. ITERATION NUMBER 44. Current Log-Posterior: 390167 Step Size: -895.1417906 Smoothing Hyper-parameters: 0.319340 0.299880 0.407233 0.203226 0.219743 0.158672 Expected Total MS Cnt: 24855.2 Backgound Scale: 7.94528. ITERATION NUMBER 45. Current Log-Posterior: 392012 Step Size: 1844.915129 Smoothing Hyper-parameters: 0.414720 0.323945 0.313978 0.308683 0.209987 0.171287 Expected Total MS Cnt: 24878.9 Backgound Scale: 7.99922. ITERATION NUMBER 46. Current Log-Posterior: 389693 Step Size: -2319.086983 Smoothing Hyper-parameters: 0.326686 0.412654 0.415224 0.257988 0.163676 0.172418 Expected Total MS Cnt: 24816.1 Backgound Scale: 7.98232. ITERATION NUMBER 47. Current Log-Posterior: 390873 Step Size: 1180.772446 Smoothing Hyper-parameters: 0.456904 0.303192 0.389782 0.268424 0.185423 0.200772 Expected Total MS Cnt: 24909.9 Backgound Scale: 7.90923. ITERATION NUMBER 48. Current Log-Posterior: 389024 Step Size: -1849.805043 Smoothing Hyper-parameters: 0.398533 0.447138 0.349296 0.326801 0.167115 0.287491 Expected Total MS Cnt: 25206 Backgound Scale: 7.94369. ITERATION NUMBER 49. Current Log-Posterior: 389285 Step Size: 261.6122792 Smoothing Hyper-parameters: 0.358811 0.312796 0.407476 0.249122 0.194797 0.205313 Expected Total MS Cnt: 25049.6 Backgound Scale: 7.94069. ITERATION NUMBER 50. Current Log-Posterior: 391007 Step Size: 1722.333116 Smoothing Hyper-parameters: 0.351860 0.387766 0.348869 0.273337 0.157967 0.093186 Expected Total MS Cnt: 25288.3 Backgound Scale: 7.87216. ITERATION NUMBER 51. Current Log-Posterior: 390502 Step Size: -505.5721063 Smoothing Hyper-parameters: 0.389259 0.335372 0.219762 0.291952 0.231600 0.158309 Expected Total MS Cnt: 25511.4 Backgound Scale: 7.86244. ITERATION NUMBER 52. Current Log-Posterior: 390202 Step Size: -299.6894823 Smoothing Hyper-parameters: 0.348350 0.391578 0.324334 0.286987 0.207638 0.087742 Expected Total MS Cnt: 25589.3 Backgound Scale: 7.85446. ITERATION NUMBER 53. Current Log-Posterior: 390600 Step Size: 397.5312314 Smoothing Hyper-parameters: 0.337761 0.359545 0.372137 0.252225 0.207489 0.227473 Expected Total MS Cnt: 25690 Backgound Scale: 7.90415. ITERATION NUMBER 54. Current Log-Posterior: 391208 Step Size: 608.012429 Smoothing Hyper-parameters: 0.372357 0.398812 0.286000 0.239757 0.205967 0.237620 Expected Total MS Cnt: 25624 Backgound Scale: 7.89094. ITERATION NUMBER 55. Current Log-Posterior: 390247 Step Size: -960.3527209 Smoothing Hyper-parameters: 0.307516 0.309494 0.443032 0.286800 0.163387 0.133480 Expected Total MS Cnt: 25487.3 Backgound Scale: 7.87823. ITERATION NUMBER 56. Current Log-Posterior: 392169 Step Size: 1921.661981 Smoothing Hyper-parameters: 0.353110 0.328325 0.406691 0.288632 0.145002 0.141942 Expected Total MS Cnt: 25474.9 Backgound Scale: 7.87938. ITERATION NUMBER 57. Current Log-Posterior: 390635 Step Size: -1534.378422 Smoothing Hyper-parameters: 0.320794 0.394503 0.367394 0.176217 0.114746 0.151830 Expected Total MS Cnt: 25534.4 Backgound Scale: 7.83245. ITERATION NUMBER 58. Current Log-Posterior: 391453 Step Size: 817.8131239 Smoothing Hyper-parameters: 0.349746 0.366943 0.331992 0.273774 0.249762 0.172287 Expected Total MS Cnt: 25824.2 Backgound Scale: 7.8824. ITERATION NUMBER 59. Current Log-Posterior: 390733 Step Size: -719.3588967 Smoothing Hyper-parameters: 0.364144 0.455760 0.255993 0.257262 0.219072 0.165886 Expected Total MS Cnt: 25864.8 Backgound Scale: 7.87724. ITERATION NUMBER 60. Current Log-Posterior: 390288 Step Size: -445.0525332 Smoothing Hyper-parameters: 0.330857 0.313700 0.273535 0.153066 0.229299 0.180577 Expected Total MS Cnt: 25996.7 Backgound Scale: 7.84311. ITERATION NUMBER 61. Current Log-Posterior: 391818 Step Size: 1529.779563 Smoothing Hyper-parameters: 0.430789 0.374441 0.332911 0.248269 0.084078 0.141845 Expected Total MS Cnt: 25722.7 Backgound Scale: 7.87025. ITERATION NUMBER 62. Current Log-Posterior: 389063 Step Size: -2754.993586 Smoothing Hyper-parameters: 0.476676 0.334704 0.329920 0.217245 0.208918 0.245480 Expected Total MS Cnt: 25725.7 Backgound Scale: 7.88129. ITERATION NUMBER 63. Current Log-Posterior: 388565 Step Size: -497.4917985 Smoothing Hyper-parameters: 0.413962 0.352108 0.338882 0.148588 0.174813 0.070248 Expected Total MS Cnt: 25422 Backgound Scale: 7.8547. ITERATION NUMBER 64. Current Log-Posterior: 389511 Step Size: 945.2193324 Smoothing Hyper-parameters: 0.436106 0.380597 0.302815 0.182960 0.177767 0.174643 Expected Total MS Cnt: 25641.4 Backgound Scale: 7.84917. ITERATION NUMBER 65. Current Log-Posterior: 389063 Step Size: -448.0450896 Smoothing Hyper-parameters: 0.449816 0.310115 0.354483 0.191634 0.085326 0.261670 Expected Total MS Cnt: 26037.4 Backgound Scale: 7.82647. ITERATION NUMBER 66. Current Log-Posterior: 389084 Step Size: 21.38912297 Smoothing Hyper-parameters: 0.405385 0.332955 0.225800 0.337564 0.122338 0.120235 Expected Total MS Cnt: 26023.3 Backgound Scale: 7.82753. ITERATION NUMBER 67. Current Log-Posterior: 390083 Step Size: 998.9273265 Smoothing Hyper-parameters: 0.417624 0.345759 0.281286 0.215549 0.206654 0.165099 Expected Total MS Cnt: 25967.6 Backgound Scale: 7.88427. ITERATION NUMBER 68. Current Log-Posterior: 389696 Step Size: -386.5597973 Smoothing Hyper-parameters: 0.445306 0.416113 0.232125 0.278289 0.217137 0.177037 Expected Total MS Cnt: 25763.2 Backgound Scale: 7.86824. ITERATION NUMBER 69. Current Log-Posterior: 388835 Step Size: -861.28651 Smoothing Hyper-parameters: 0.335147 0.495644 0.334686 0.271137 0.050566 0.275838 Expected Total MS Cnt: 25655.6 Backgound Scale: 7.81597. ITERATION NUMBER 70. Current Log-Posterior: 390496 Step Size: 1661.070756 Smoothing Hyper-parameters: 0.406593 0.323305 0.300022 0.164048 0.151274 0.257102 Expected Total MS Cnt: 25968.5 Backgound Scale: 7.83016. ITERATION NUMBER 71. Current Log-Posterior: 390197 Step Size: -298.7931182 Smoothing Hyper-parameters: 0.446688 0.365003 0.322689 0.402787 0.142501 0.242852 Expected Total MS Cnt: 26196 Backgound Scale: 7.76843. ITERATION NUMBER 72. Current Log-Posterior: 388933 Step Size: -1264.141284 Smoothing Hyper-parameters: 0.485464 0.415686 0.322324 0.213398 0.202154 0.205460 Expected Total MS Cnt: 25978.7 Backgound Scale: 7.81504. ITERATION NUMBER 73. Current Log-Posterior: 388010 Step Size: -923.5464196 Smoothing Hyper-parameters: 0.334920 0.430515 0.412767 0.281599 0.104099 0.256125 Expected Total MS Cnt: 26062.2 Backgound Scale: 7.80989. ITERATION NUMBER 74. Current Log-Posterior: 390862 Step Size: 2852.30216 Smoothing Hyper-parameters: 0.405592 0.389240 0.370739 0.197072 0.271318 0.257538 Expected Total MS Cnt: 26188.9 Backgound Scale: 7.82704. ITERATION NUMBER 75. Current Log-Posterior: 389518 Step Size: -1343.69335 Smoothing Hyper-parameters: 0.392066 0.514279 0.340573 0.285220 0.176431 0.250618 Expected Total MS Cnt: 26151.5 Backgound Scale: 7.7541. ITERATION NUMBER 76. Current Log-Posterior: 389264 Step Size: -254.0355608 Smoothing Hyper-parameters: 0.438337 0.461606 0.346752 0.324917 0.188375 0.134223 Expected Total MS Cnt: 26327.1 Backgound Scale: 7.76475. ITERATION NUMBER 77. Current Log-Posterior: 388622 Step Size: -641.7630926 Smoothing Hyper-parameters: 0.410110 0.505234 0.283868 0.233693 0.263360 0.184054 Expected Total MS Cnt: 26324.6 Backgound Scale: 7.73779. ITERATION NUMBER 78. Current Log-Posterior: 388934 Step Size: 311.3863529 Smoothing Hyper-parameters: 0.409019 0.565694 0.281422 0.191164 0.132397 0.222940 Expected Total MS Cnt: 26595.7 Backgound Scale: 7.77913. ITERATION NUMBER 79. Current Log-Posterior: 388727 Step Size: -206.7634523 Smoothing Hyper-parameters: 0.373888 0.383300 0.292953 0.225956 0.145623 0.288734 Expected Total MS Cnt: 26950.4 Backgound Scale: 7.71669. ITERATION NUMBER 80. Current Log-Posterior: 390310 Step Size: 1582.99728 Smoothing Hyper-parameters: 0.431448 0.445797 0.330699 0.202872 0.342896 0.123417 Expected Total MS Cnt: 26896.4 Backgound Scale: 7.69593. ITERATION NUMBER 81. Current Log-Posterior: 388767 Step Size: -1542.903682 Smoothing Hyper-parameters: 0.421787 0.357568 0.416971 0.292348 0.144305 0.304957 Expected Total MS Cnt: 26632.1 Backgound Scale: 7.76066. ITERATION NUMBER 82. Current Log-Posterior: 389088 Step Size: 320.9861486 Smoothing Hyper-parameters: 0.480398 0.392941 0.327534 0.248257 0.088425 0.191436 Expected Total MS Cnt: 26898.4 Backgound Scale: 7.75743. ITERATION NUMBER 83. Current Log-Posterior: 388176 Step Size: -912.284957 Smoothing Hyper-parameters: 0.479553 0.403919 0.263938 0.210221 0.177748 0.157225 Expected Total MS Cnt: 26594.8 Backgound Scale: 7.7351. ITERATION NUMBER 84. Current Log-Posterior: 388262 Step Size: 86.58600965 Smoothing Hyper-parameters: 0.369331 0.367148 0.289432 0.337332 0.180549 0.135097 Expected Total MS Cnt: 26596.7 Backgound Scale: 7.71003. ITERATION NUMBER 85. Current Log-Posterior: 390463 Step Size: 2200.396763 Smoothing Hyper-parameters: 0.393961 0.332920 0.383257 0.318985 0.154436 0.126204 Expected Total MS Cnt: 26762 Backgound Scale: 7.77566. ITERATION NUMBER 86. Current Log-Posterior: 390036 Step Size: -427.3096231 Smoothing Hyper-parameters: 0.422332 0.330884 0.350500 0.323494 0.141969 0.143498 Expected Total MS Cnt: 26686.8 Backgound Scale: 7.77086. ITERATION NUMBER 87. Current Log-Posterior: 389627 Step Size: -408.051562 Smoothing Hyper-parameters: 0.424933 0.400727 0.356450 0.235660 0.288925 0.278289 Expected Total MS Cnt: 26892.7 Backgound Scale: 7.69966. ITERATION NUMBER 88. Current Log-Posterior: 389019 Step Size: -608.9230382 Smoothing Hyper-parameters: 0.468674 0.408075 0.272895 0.178156 0.304133 0.194765 Expected Total MS Cnt: 26930.2 Backgound Scale: 7.74284. ITERATION NUMBER 89. Current Log-Posterior: 388484 Step Size: -534.732411 Smoothing Hyper-parameters: 0.373819 0.526899 0.369124 0.274688 0.250120 0.226962 Expected Total MS Cnt: 26837.9 Backgound Scale: 7.76657. ITERATION NUMBER 90. Current Log-Posterior: 389393 Step Size: 909.1396743 Smoothing Hyper-parameters: 0.436984 0.449231 0.296416 0.275616 0.221692 0.231504 Expected Total MS Cnt: 26611.6 Backgound Scale: 7.72899. ITERATION NUMBER 91. Current Log-Posterior: 388738 Step Size: -654.8124042 Smoothing Hyper-parameters: 0.377554 0.344896 0.344627 0.327296 0.263808 0.195548 Expected Total MS Cnt: 26752.2 Backgound Scale: 7.74086. ITERATION NUMBER 92. Current Log-Posterior: 390352 Step Size: 1613.564714 Smoothing Hyper-parameters: 0.341624 0.406735 0.340837 0.343162 0.263196 0.186333 Expected Total MS Cnt: 26598.8 Backgound Scale: 7.72521. ITERATION NUMBER 93. Current Log-Posterior: 390741 Step Size: 389.6100446 Smoothing Hyper-parameters: 0.401934 0.440157 0.402258 0.238687 0.124789 0.293157 Expected Total MS Cnt: 26820.6 Backgound Scale: 7.72004. ITERATION NUMBER 94. Current Log-Posterior: 389333 Step Size: -1408.629669 Smoothing Hyper-parameters: 0.425746 0.389504 0.293440 0.160251 0.130682 0.162226 Expected Total MS Cnt: 26852.1 Backgound Scale: 7.72293. ITERATION NUMBER 95. Current Log-Posterior: 389267 Step Size: -65.33110007 Smoothing Hyper-parameters: 0.461804 0.458229 0.263345 0.268178 0.266957 0.216816 Expected Total MS Cnt: 26429.6 Backgound Scale: 7.72837. ITERATION NUMBER 96. Current Log-Posterior: 388368 Step Size: -899.1968125 Smoothing Hyper-parameters: 0.433268 0.334109 0.343115 0.248060 0.137875 0.143187 Expected Total MS Cnt: 26304.6 Backgound Scale: 7.70629. ITERATION NUMBER 97. Current Log-Posterior: 389313 Step Size: 944.7077975 Smoothing Hyper-parameters: 0.467605 0.418150 0.367095 0.236698 0.154615 0.187850 Expected Total MS Cnt: 26729.9 Backgound Scale: 7.74212. ITERATION NUMBER 98. Current Log-Posterior: 388316 Step Size: -997.3017588 Smoothing Hyper-parameters: 0.409564 0.429550 0.326905 0.187256 0.189718 0.041840 Expected Total MS Cnt: 26905.2 Backgound Scale: 7.75131. ITERATION NUMBER 99. Current Log-Posterior: 389172 Step Size: 856.5756923 Smoothing Hyper-parameters: 0.412526 0.472998 0.448686 0.342373 0.129098 0.145242 Expected Total MS Cnt: 26900.2 Backgound Scale: 7.73053. ITERATION NUMBER 100. Current Log-Posterior: 388974 Step Size: -198.0743788 Smoothing Hyper-parameters: 0.411075 0.371416 0.262551 0.256674 0.252855 0.135668 Expected Total MS Cnt: 27147.8 Backgound Scale: 7.66539. ITERATION NUMBER 101. Current Log-Posterior: 389754 Step Size: 779.5834677 Smoothing Hyper-parameters: 0.377877 0.386259 0.416049 0.298244 0.230365 0.164634 Expected Total MS Cnt: 26813.6 Backgound Scale: 7.70558. ITERATION NUMBER 102. Current Log-Posterior: 389942 Step Size: 188.7623812 Smoothing Hyper-parameters: 0.434031 0.380527 0.292276 0.238663 0.171549 0.260847 Expected Total MS Cnt: 27006.8 Backgound Scale: 7.69125. ITERATION NUMBER 103. Current Log-Posterior: 389222 Step Size: -720.682066 Smoothing Hyper-parameters: 0.408500 0.344088 0.421600 0.320686 0.153137 0.129309 Expected Total MS Cnt: 27024.8 Backgound Scale: 7.71202. ITERATION NUMBER 104. Current Log-Posterior: 389568 Step Size: 346.5545687 Smoothing Hyper-parameters: 0.456621 0.353816 0.368639 0.233849 0.144224 0.208524 Expected Total MS Cnt: 26447.4 Backgound Scale: 7.72532. ITERATION NUMBER 105. Current Log-Posterior: 388798 Step Size: -770.6366613 Smoothing Hyper-parameters: 0.464350 0.409683 0.346925 0.225468 0.158737 0.217107 Expected Total MS Cnt: 26742 Backgound Scale: 7.72057. ITERATION NUMBER 106. Current Log-Posterior: 388300 Step Size: -497.6327098 Smoothing Hyper-parameters: 0.500960 0.398501 0.313599 0.238314 0.206220 0.188908 Expected Total MS Cnt: 26840.2 Backgound Scale: 7.69441. ITERATION NUMBER 107. Current Log-Posterior: 387932 Step Size: -367.725662 Smoothing Hyper-parameters: 0.569068 0.371330 0.380458 0.240093 0.242355 0.167920 Expected Total MS Cnt: 26710.8 Backgound Scale: 7.71849. ITERATION NUMBER 108. Current Log-Posterior: 386975 Step Size: -957.7036898 Smoothing Hyper-parameters: 0.454240 0.471240 0.387353 0.182126 0.202588 0.295420 Expected Total MS Cnt: 26789.7 Backgound Scale: 7.71266. ITERATION NUMBER 109. Current Log-Posterior: 388195 Step Size: 1219.907907 Smoothing Hyper-parameters: 0.404481 0.442860 0.362187 0.230159 0.206233 0.148044 Expected Total MS Cnt: 26994.7 Backgound Scale: 7.73404. ITERATION NUMBER 110. Current Log-Posterior: 389198 Step Size: 1003.917547 Smoothing Hyper-parameters: 0.456623 0.387130 0.312580 0.337133 0.281863 0.296999 Expected Total MS Cnt: 26718 Backgound Scale: 7.76056. ITERATION NUMBER 111. Current Log-Posterior: 388591 Step Size: -607.2253452 Smoothing Hyper-parameters: 0.443473 0.405954 0.314904 0.228316 0.149471 0.123152 Expected Total MS Cnt: 26763.6 Backgound Scale: 7.74727. ITERATION NUMBER 112. Current Log-Posterior: 388834 Step Size: 243.0551658 Smoothing Hyper-parameters: 0.433163 0.503099 0.322667 0.298700 0.102185 0.132718 Expected Total MS Cnt: 26917.5 Backgound Scale: 7.71614. ITERATION NUMBER 113. Current Log-Posterior: 388522 Step Size: -312.1578104 Smoothing Hyper-parameters: 0.393897 0.462136 0.361240 0.158390 0.155137 0.169460 Expected Total MS Cnt: 26984.5 Backgound Scale: 7.73574. ITERATION NUMBER 114. Current Log-Posterior: 389326 Step Size: 803.5798971 Smoothing Hyper-parameters: 0.388704 0.512684 0.306579 0.218214 0.096352 0.154200 Expected Total MS Cnt: 27099.1 Backgound Scale: 7.71948. ITERATION NUMBER 115. Current Log-Posterior: 389311 Step Size: -14.4175766 Smoothing Hyper-parameters: 0.489743 0.328443 0.384628 0.288799 0.159038 0.225796 Expected Total MS Cnt: 27007.8 Backgound Scale: 7.72712. ITERATION NUMBER 116. Current Log-Posterior: 388406 Step Size: -905.5464181 Smoothing Hyper-parameters: 0.389232 0.456591 0.402367 0.205237 0.165599 0.225796 Expected Total MS Cnt: 26852.4 Backgound Scale: 7.77379. ITERATION NUMBER 117. Current Log-Posterior: 389364 Step Size: 957.8550267 Smoothing Hyper-parameters: 0.419181 0.373989 0.412831 0.238220 0.192197 0.287621 Expected Total MS Cnt: 26797 Backgound Scale: 7.69698. ITERATION NUMBER 118. Current Log-Posterior: 389111 Step Size: -252.1163913 Smoothing Hyper-parameters: 0.459820 0.422852 0.280227 0.180186 0.307780 0.160443 Expected Total MS Cnt: 27179.8 Backgound Scale: 7.6485. ITERATION NUMBER 119. Current Log-Posterior: 388559 Step Size: -552.2645862 Smoothing Hyper-parameters: 0.465788 0.379199 0.273788 0.252855 0.257893 0.270075 Expected Total MS Cnt: 27418.3 Backgound Scale: 7.67179. ITERATION NUMBER 120. Current Log-Posterior: 388685 Step Size: 125.7406141 Smoothing Hyper-parameters: 0.423015 0.437997 0.340712 0.366167 0.158229 0.256297 Expected Total MS Cnt: 27575.4 Backgound Scale: 7.7474. ITERATION NUMBER 121. Current Log-Posterior: 388924 Step Size: 238.6933682 Smoothing Hyper-parameters: 0.465992 0.402230 0.370969 0.215197 0.135488 0.135423 Expected Total MS Cnt: 26793.2 Backgound Scale: 7.66726. ITERATION NUMBER 122. Current Log-Posterior: 388272 Step Size: -651.3683786 Smoothing Hyper-parameters: 0.496816 0.376357 0.300114 0.210390 0.302910 0.199166 Expected Total MS Cnt: 27178.2 Backgound Scale: 7.6903. ITERATION NUMBER 123. Current Log-Posterior: 388119 Step Size: -153.0936339 Smoothing Hyper-parameters: 0.419940 0.342672 0.409156 0.271580 0.165681 0.129252 Expected Total MS Cnt: 27297.8 Backgound Scale: 7.68559. ITERATION NUMBER 124. Current Log-Posterior: 389262 Step Size: 1142.668029 Smoothing Hyper-parameters: 0.411112 0.394549 0.325014 0.229086 0.252510 0.256306 Expected Total MS Cnt: 27424.2 Backgound Scale: 7.64883. ITERATION NUMBER 125. Current Log-Posterior: 389489 Step Size: 227.1364975 Smoothing Hyper-parameters: 0.400404 0.461490 0.319578 0.290496 0.165736 0.142482 Expected Total MS Cnt: 27396 Backgound Scale: 7.65938. ITERATION NUMBER 126. Current Log-Posterior: 389338 Step Size: -150.8627103 Smoothing Hyper-parameters: 0.431540 0.451958 0.392168 0.162067 0.172438 0.288254 Expected Total MS Cnt: 27100 Backgound Scale: 7.70322. ITERATION NUMBER 127. Current Log-Posterior: 388747 Step Size: -590.722887 Smoothing Hyper-parameters: 0.418719 0.345415 0.365349 0.277778 0.253572 0.280985 Expected Total MS Cnt: 27390 Backgound Scale: 7.67511. ITERATION NUMBER 128. Current Log-Posterior: 389419 Step Size: 672.0119853 Smoothing Hyper-parameters: 0.463818 0.366918 0.316590 0.277772 0.409503 0.210521 Expected Total MS Cnt: 27271.8 Backgound Scale: 7.63243. ITERATION NUMBER 129. Current Log-Posterior: 388685 Step Size: -733.9200121 Smoothing Hyper-parameters: 0.386919 0.446830 0.337286 0.305667 0.231497 0.189944 Expected Total MS Cnt: 27294.3 Backgound Scale: 7.71219. ITERATION NUMBER 130. Current Log-Posterior: 389644 Step Size: 958.7240774 Smoothing Hyper-parameters: 0.359100 0.461050 0.306455 0.298300 0.166969 0.189622 Expected Total MS Cnt: 27035.4 Backgound Scale: 7.70731. ITERATION NUMBER 131. Current Log-Posterior: 390185 Step Size: 540.5858593 Smoothing Hyper-parameters: 0.458635 0.333843 0.301814 0.183328 0.268379 0.242208 Expected Total MS Cnt: 26703.2 Backgound Scale: 7.69288. ITERATION NUMBER 132. Current Log-Posterior: 388865 Step Size: -1319.298278 Smoothing Hyper-parameters: 0.342318 0.388056 0.318923 0.249617 0.282879 0.191067 Expected Total MS Cnt: 26990.4 Backgound Scale: 7.6887. ITERATION NUMBER 133. Current Log-Posterior: 390860 Step Size: 1994.76532 Smoothing Hyper-parameters: 0.373122 0.428511 0.317758 0.190752 0.255967 0.204595 Expected Total MS Cnt: 27101.3 Backgound Scale: 7.71661. ITERATION NUMBER 134. Current Log-Posterior: 390018 Step Size: -841.9914599 Smoothing Hyper-parameters: 0.394024 0.429490 0.371570 0.179927 0.146862 0.262460 Expected Total MS Cnt: 27135.8 Backgound Scale: 7.70295. ITERATION NUMBER 135. Current Log-Posterior: 389595 Step Size: -422.8359385 Smoothing Hyper-parameters: 0.413336 0.448624 0.297389 0.279649 0.172239 0.124135 Expected Total MS Cnt: 26983 Backgound Scale: 7.68958. ITERATION NUMBER 136. Current Log-Posterior: 389272 Step Size: -323.5266477 Smoothing Hyper-parameters: 0.479809 0.413433 0.341337 0.279649 0.162243 0.064303 Expected Total MS Cnt: 26310.5 Backgound Scale: 7.72018. ITERATION NUMBER 137. Current Log-Posterior: 387960 Step Size: -1311.477517 Smoothing Hyper-parameters: 0.361409 0.528884 0.349699 0.314076 0.188933 0.191081 Expected Total MS Cnt: 26627.4 Backgound Scale: 7.79068. ITERATION NUMBER 138. Current Log-Posterior: 389846 Step Size: 1885.326281 Smoothing Hyper-parameters: 0.423183 0.566443 0.334798 0.328947 0.210390 0.198030 Expected Total MS Cnt: 26437.5 Backgound Scale: 7.77669. ITERATION NUMBER 139. Current Log-Posterior: 388439 Step Size: -1406.487618 Smoothing Hyper-parameters: 0.440816 0.417624 0.340158 0.168335 0.153227 0.225257 Expected Total MS Cnt: 26471.9 Backgound Scale: 7.7794. ITERATION NUMBER 140. Current Log-Posterior: 388737 Step Size: 297.484502 Smoothing Hyper-parameters: 0.417886 0.417502 0.266863 0.326185 0.101286 0.134646 Expected Total MS Cnt: 26660.3 Backgound Scale: 7.73811. ITERATION NUMBER 141. Current Log-Posterior: 389540 Step Size: 803.0072724 Smoothing Hyper-parameters: 0.383597 0.436536 0.399592 0.191142 0.194981 0.207670 Expected Total MS Cnt: 26713.1 Backgound Scale: 7.7255. ITERATION NUMBER 142. Current Log-Posterior: 389664 Step Size: 124.0463395 Smoothing Hyper-parameters: 0.458403 0.321598 0.322352 0.282024 0.174110 0.208730 Expected Total MS Cnt: 26603.4 Backgound Scale: 7.79978. ITERATION NUMBER 143. Current Log-Posterior: 388984 Step Size: -680.2869382 Smoothing Hyper-parameters: 0.521088 0.333556 0.360359 0.210424 0.119055 0.238480 Expected Total MS Cnt: 26788.5 Backgound Scale: 7.72586. ITERATION NUMBER 144. Current Log-Posterior: 387958 Step Size: -1025.621121 Smoothing Hyper-parameters: 0.512497 0.340133 0.386671 0.388802 0.192415 0.251761 Expected Total MS Cnt: 26566.8 Backgound Scale: 7.768. ITERATION NUMBER 145. Current Log-Posterior: 387844 Step Size: -113.6449138 Smoothing Hyper-parameters: 0.426638 0.436294 0.361228 0.249981 0.314002 0.129217 Expected Total MS Cnt: 26426 Backgound Scale: 7.80283. ITERATION NUMBER 146. Current Log-Posterior: 388798 Step Size: 954.083191 Smoothing Hyper-parameters: 0.403967 0.410979 0.378053 0.291634 0.198520 0.163929 Expected Total MS Cnt: 26365.4 Backgound Scale: 7.74403. ITERATION NUMBER 147. Current Log-Posterior: 389185 Step Size: 386.5334865 Smoothing Hyper-parameters: 0.423253 0.431055 0.356645 0.411226 0.219713 0.279808 Expected Total MS Cnt: 26212.1 Backgound Scale: 7.77418. ITERATION NUMBER 148. Current Log-Posterior: 388826 Step Size: -359.0918214 Smoothing Hyper-parameters: 0.461421 0.432697 0.325038 0.257226 0.209651 0.223147 Expected Total MS Cnt: 26212.6 Backgound Scale: 7.71316. ITERATION NUMBER 149. Current Log-Posterior: 388266 Step Size: -559.8812477 Smoothing Hyper-parameters: 0.504106 0.442707 0.397582 0.256533 0.212926 0.259117 Expected Total MS Cnt: 26527.3 Backgound Scale: 7.77652. ITERATION NUMBER 150. Current Log-Posterior: 387463 Step Size: -802.5031454 Smoothing Hyper-parameters: 0.392249 0.482577 0.305204 0.313994 0.336511 0.179910 Expected Total MS Cnt: 26466.8 Backgound Scale: 7.8022. ITERATION NUMBER 151. Current Log-Posterior: 389406 Step Size: 1942.760194 Smoothing Hyper-parameters: 0.499929 0.370885 0.349364 0.218962 0.148629 0.178235 Expected Total MS Cnt: 26553.7 Backgound Scale: 7.74298. ITERATION NUMBER 152. Current Log-Posterior: 387940 Step Size: -1465.887951 Smoothing Hyper-parameters: 0.431467 0.430144 0.400137 0.265940 0.111002 0.109060 Expected Total MS Cnt: 26793.2 Backgound Scale: 7.72117. ITERATION NUMBER 153. Current Log-Posterior: 388595 Step Size: 654.7371579 Smoothing Hyper-parameters: 0.465515 0.375397 0.376615 0.300008 0.216476 0.185318 Expected Total MS Cnt: 27290.2 Backgound Scale: 7.71288. ITERATION NUMBER 154. Current Log-Posterior: 388406 Step Size: -188.6994111 Smoothing Hyper-parameters: 0.580449 0.355361 0.289826 0.228452 0.108015 0.279688 Expected Total MS Cnt: 26591.5 Backgound Scale: 7.74605. ITERATION NUMBER 155. Current Log-Posterior: 387168 Step Size: -1238.149524 Smoothing Hyper-parameters: 0.310931 0.385146 0.360014 0.297595 0.112207 0.166161 Expected Total MS Cnt: 26432.6 Backgound Scale: 7.77235. ITERATION NUMBER 156. Current Log-Posterior: 391677 Step Size: 4509.157734 Smoothing Hyper-parameters: 0.515826 0.326845 0.369332 0.262633 0.231131 0.150009 Expected Total MS Cnt: 26486.2 Backgound Scale: 7.7303. ITERATION NUMBER 157. Current Log-Posterior: 387821 Step Size: -3856.232588 Smoothing Hyper-parameters: 0.348581 0.430450 0.319964 0.273608 0.195646 0.119590 Expected Total MS Cnt: 26600.9 Backgound Scale: 7.75608. ITERATION NUMBER 158. Current Log-Posterior: 390413 Step Size: 2592.086775 Smoothing Hyper-parameters: 0.514575 0.351283 0.319608 0.242545 0.288927 0.145193 Expected Total MS Cnt: 26771.8 Backgound Scale: 7.78178. ITERATION NUMBER 159. Current Log-Posterior: 387768 Step Size: -2644.860036 Smoothing Hyper-parameters: 0.384168 0.339833 0.315999 0.188851 0.190755 0.168651 Expected Total MS Cnt: 26453 Backgound Scale: 7.78962. ITERATION NUMBER 160. Current Log-Posterior: 390394 Step Size: 2626.11271 Smoothing Hyper-parameters: 0.444325 0.355241 0.305505 0.209504 0.244586 0.178777 Expected Total MS Cnt: 26469.8 Backgound Scale: 7.8008. ITERATION NUMBER 161. Current Log-Posterior: 389110 Step Size: -1284.613064 Smoothing Hyper-parameters: 0.527663 0.313935 0.336669 0.218333 0.082535 0.290893 Expected Total MS Cnt: 26468.6 Backgound Scale: 7.74531. ITERATION NUMBER 162. Current Log-Posterior: 388065 Step Size: -1045.101763 Smoothing Hyper-parameters: 0.520863 0.379910 0.273513 0.308131 0.208672 0.258161 Expected Total MS Cnt: 26340.8 Backgound Scale: 7.79236. ITERATION NUMBER 163. Current Log-Posterior: 387689 Step Size: -375.954082 Smoothing Hyper-parameters: 0.521969 0.325196 0.245045 0.230985 0.144882 0.223417 Expected Total MS Cnt: 26630.9 Backgound Scale: 7.78474. ITERATION NUMBER 164. Current Log-Posterior: 388190 Step Size: 500.9136184 Smoothing Hyper-parameters: 0.495837 0.273116 0.317553 0.307840 0.203006 0.167847 Expected Total MS Cnt: 26407 Backgound Scale: 7.80828. ITERATION NUMBER 165. Current Log-Posterior: 388863 Step Size: 673.3526453 Smoothing Hyper-parameters: 0.489130 0.416267 0.275728 0.291802 0.157418 0.112355 Expected Total MS Cnt: 26462.3 Backgound Scale: 7.78076. ITERATION NUMBER 166. Current Log-Posterior: 388002 Step Size: -860.8609811 Smoothing Hyper-parameters: 0.323632 0.384502 0.288086 0.212704 0.289009 0.198249 Expected Total MS Cnt: 26339.9 Backgound Scale: 7.78427. ITERATION NUMBER 167. Current Log-Posterior: 391587 Step Size: 3584.735882 Smoothing Hyper-parameters: 0.451071 0.368667 0.409318 0.239062 0.161340 0.140533 Expected Total MS Cnt: 26386.3 Backgound Scale: 7.7722. ITERATION NUMBER 168. Current Log-Posterior: 388596 Step Size: -2991.341455 Smoothing Hyper-parameters: 0.529752 0.336130 0.286207 0.324224 0.207848 0.150626 Expected Total MS Cnt: 26494.1 Backgound Scale: 7.76254. ITERATION NUMBER 169. Current Log-Posterior: 387835 Step Size: -760.4553173 Smoothing Hyper-parameters: 0.470138 0.405309 0.372835 0.306524 0.217204 0.326797 Expected Total MS Cnt: 26524.5 Backgound Scale: 7.80867. ITERATION NUMBER 170. Current Log-Posterior: 388110 Step Size: 275.0224359 Smoothing Hyper-parameters: 0.445535 0.313400 0.375319 0.137819 0.165198 0.342451 Expected Total MS Cnt: 26286.4 Backgound Scale: 7.73857. ITERATION NUMBER 171. Current Log-Posterior: 389116 Step Size: 1005.5698 Smoothing Hyper-parameters: 0.317649 0.310734 0.436794 0.290852 0.174687 0.281232 Expected Total MS Cnt: 26559.2 Backgound Scale: 7.78431. ITERATION NUMBER 172. Current Log-Posterior: 391921 Step Size: 2805.499489 Smoothing Hyper-parameters: 0.397716 0.341464 0.233617 0.329778 0.094488 0.168862 Expected Total MS Cnt: 26262.1 Backgound Scale: 7.74747. ITERATION NUMBER 173. Current Log-Posterior: 390012 Step Size: -1908.743308 Smoothing Hyper-parameters: 0.464979 0.400087 0.260052 0.267045 0.275150 0.183102 Expected Total MS Cnt: 26978.2 Backgound Scale: 7.76292. ITERATION NUMBER 174. Current Log-Posterior: 388502 Step Size: -1510.179335 Smoothing Hyper-parameters: 0.385187 0.400698 0.293623 0.313935 0.188126 0.219275 Expected Total MS Cnt: 26817.8 Backgound Scale: 7.75597. ITERATION NUMBER 175. Current Log-Posterior: 389944 Step Size: 1441.850288 Smoothing Hyper-parameters: 0.462625 0.379063 0.377729 0.251718 0.202816 0.276454 Expected Total MS Cnt: 26495.2 Backgound Scale: 7.70382. ITERATION NUMBER 176. Current Log-Posterior: 388598 Step Size: -1346.361057 Smoothing Hyper-parameters: 0.417033 0.448578 0.314953 0.288785 0.113290 0.247597 Expected Total MS Cnt: 26664.6 Backgound Scale: 7.76133. ITERATION NUMBER 177. Current Log-Posterior: 389169 Step Size: 571.5555073 Smoothing Hyper-parameters: 0.441270 0.394325 0.222892 0.185054 0.283626 0.268253 Expected Total MS Cnt: 26681.6 Backgound Scale: 7.71808. ITERATION NUMBER 178. Current Log-Posterior: 389052 Step Size: -117.5437378 Smoothing Hyper-parameters: 0.391820 0.353428 0.375668 0.195893 0.179995 0.186514 Expected Total MS Cnt: 26580.9 Backgound Scale: 7.68688. ITERATION NUMBER 179. Current Log-Posterior: 389902 Step Size: 849.9425527 Smoothing Hyper-parameters: 0.442831 0.453377 0.325811 0.336663 0.112377 0.265041 Expected Total MS Cnt: 26866.6 Backgound Scale: 7.7368. ITERATION NUMBER 180. Current Log-Posterior: 388650 Step Size: -1251.926332 Smoothing Hyper-parameters: 0.427973 0.385989 0.255603 0.243039 0.159452 0.194220 Expected Total MS Cnt: 26603.3 Backgound Scale: 7.72201. ITERATION NUMBER 181. Current Log-Posterior: 389309 Step Size: 659.6885713 Smoothing Hyper-parameters: 0.461752 0.498665 0.376035 0.302281 0.311199 0.190465 Expected Total MS Cnt: 26619.9 Backgound Scale: 7.80833. ITERATION NUMBER 182. Current Log-Posterior: 387869 Step Size: -1440.861429 Smoothing Hyper-parameters: 0.507108 0.483443 0.295449 0.290410 0.187809 0.197128 Expected Total MS Cnt: 26751.7 Backgound Scale: 7.73001. ITERATION NUMBER 183. Current Log-Posterior: 387310 Step Size: -558.2770829 Smoothing Hyper-parameters: 0.467732 0.454249 0.252841 0.297941 0.254446 0.167799 Expected Total MS Cnt: 26760.3 Backgound Scale: 7.73547. ITERATION NUMBER 184. Current Log-Posterior: 388245 Step Size: 935.0220785 Smoothing Hyper-parameters: 0.447664 0.431594 0.324450 0.252037 0.185302 0.340193 Expected Total MS Cnt: 26577.9 Backgound Scale: 7.71089. ITERATION NUMBER 185. Current Log-Posterior: 388458 Step Size: 212.8378099 Smoothing Hyper-parameters: 0.457641 0.378435 0.370747 0.308812 0.222432 0.178809 Expected Total MS Cnt: 26796.7 Backgound Scale: 7.67088. ITERATION NUMBER 186. Current Log-Posterior: 388513 Step Size: 54.52057521 Smoothing Hyper-parameters: 0.497349 0.362645 0.421621 0.327816 0.121413 0.202188 Expected Total MS Cnt: 27151.4 Backgound Scale: 7.75508. ITERATION NUMBER 187. Current Log-Posterior: 388017 Step Size: -495.4434693 Smoothing Hyper-parameters: 0.519858 0.434146 0.391657 0.265908 0.265648 0.343718 Expected Total MS Cnt: 27034.3 Backgound Scale: 7.77564. ITERATION NUMBER 188. Current Log-Posterior: 387244 Step Size: -773.5060331 Smoothing Hyper-parameters: 0.407082 0.413808 0.349925 0.340752 0.170363 0.135226 Expected Total MS Cnt: 27312.5 Backgound Scale: 7.69897. ITERATION NUMBER 189. Current Log-Posterior: 389209 Step Size: 1964.786528 Smoothing Hyper-parameters: 0.438304 0.355316 0.372966 0.267215 0.239616 0.159272 Expected Total MS Cnt: 27216.4 Backgound Scale: 7.69185. ITERATION NUMBER 190. Current Log-Posterior: 389036 Step Size: -172.068957 Smoothing Hyper-parameters: 0.351673 0.388299 0.336476 0.301075 0.161581 0.181363 Expected Total MS Cnt: 27290.7 Backgound Scale: 7.73408. ITERATION NUMBER 191. Current Log-Posterior: 390703 Step Size: 1666.158551 Smoothing Hyper-parameters: 0.447111 0.364019 0.306631 0.290555 0.140123 0.133366 Expected Total MS Cnt: 27220.7 Backgound Scale: 7.65899. ITERATION NUMBER 192. Current Log-Posterior: 388951 Step Size: -1751.723416 Smoothing Hyper-parameters: 0.371637 0.408932 0.338268 0.366836 0.196721 0.233416 Expected Total MS Cnt: 27044.3 Backgound Scale: 7.71218. ITERATION NUMBER 193. Current Log-Posterior: 390036 Step Size: 1085.582414 Smoothing Hyper-parameters: 0.479827 0.452961 0.362665 0.269836 0.189541 0.162383 Expected Total MS Cnt: 27301.8 Backgound Scale: 7.6711. ITERATION NUMBER 194. Current Log-Posterior: 387932 Step Size: -2104.779844 Smoothing Hyper-parameters: 0.471981 0.440185 0.390592 0.232213 0.229742 0.168103 Expected Total MS Cnt: 27349.1 Backgound Scale: 7.69472. ITERATION NUMBER 195. Current Log-Posterior: 388148 Step Size: 216.4608372 Smoothing Hyper-parameters: 0.450936 0.415709 0.293146 0.229492 0.162045 0.189907 Expected Total MS Cnt: 27250.5 Backgound Scale: 7.67874. ITERATION NUMBER 196. Current Log-Posterior: 388676 Step Size: 527.3709415 Smoothing Hyper-parameters: 0.427781 0.372667 0.420076 0.182642 0.140140 0.240776 Expected Total MS Cnt: 27091.7 Backgound Scale: 7.68339. ITERATION NUMBER 197. Current Log-Posterior: 389109 Step Size: 433.0708614 Smoothing Hyper-parameters: 0.392470 0.424632 0.334147 0.359948 0.122013 0.399723 Expected Total MS Cnt: 27041.6 Backgound Scale: 7.6514. ITERATION NUMBER 198. Current Log-Posterior: 389446 Step Size: 337.7004116 Smoothing Hyper-parameters: 0.362700 0.450927 0.391522 0.268254 0.130596 0.184210 Expected Total MS Cnt: 27105.8 Backgound Scale: 7.69044. ITERATION NUMBER 199. Current Log-Posterior: 390055 Step Size: 608.5101413 Smoothing Hyper-parameters: 0.492412 0.436081 0.354505 0.203760 0.160633 0.221228 Expected Total MS Cnt: 27195.7 Backgound Scale: 7.66316. ITERATION NUMBER 200. Current Log-Posterior: 387828 Step Size: -2227.234204 Smoothing Hyper-parameters: 0.487091 0.325161 0.239062 0.245302 0.133199 0.301814 Expected Total MS Cnt: 27465.3 Backgound Scale: 7.66613. ITERATION NUMBER 201. Current Log-Posterior: 388741 Step Size: 913.0807556 Smoothing Hyper-parameters: 0.337282 0.423087 0.410608 0.219722 0.162540 0.233170 Expected Total MS Cnt: 27902.5 Backgound Scale: 7.62903. ITERATION NUMBER 202. Current Log-Posterior: 390822 Step Size: 2080.992863 Smoothing Hyper-parameters: 0.424363 0.439074 0.364131 0.254166 0.186896 0.229921 Expected Total MS Cnt: 27758.9 Backgound Scale: 7.59363. ITERATION NUMBER 203. Current Log-Posterior: 388967 Step Size: -1855.005196 Smoothing Hyper-parameters: 0.438761 0.373530 0.351773 0.253390 0.194391 0.206418 Expected Total MS Cnt: 27699 Backgound Scale: 7.67358. ITERATION NUMBER 204. Current Log-Posterior: 388930 Step Size: -36.20218733 Smoothing Hyper-parameters: 0.337050 0.448668 0.351447 0.293684 0.287054 0.189353 Expected Total MS Cnt: 27512.7 Backgound Scale: 7.6441. ITERATION NUMBER 205. Current Log-Posterior: 390806 Step Size: 1875.158115 Smoothing Hyper-parameters: 0.420699 0.408022 0.379227 0.201238 0.102012 0.291596 Expected Total MS Cnt: 27561.8 Backgound Scale: 7.62491. ITERATION NUMBER 206. Current Log-Posterior: 389318 Step Size: -1487.963787 Smoothing Hyper-parameters: 0.441601 0.344639 0.326832 0.300790 0.237405 0.120452 Expected Total MS Cnt: 27530.8 Backgound Scale: 7.62733. ITERATION NUMBER 207. Current Log-Posterior: 389187 Step Size: -130.5745352 Smoothing Hyper-parameters: 0.368235 0.498040 0.299572 0.285813 0.263826 0.187840 Expected Total MS Cnt: 27750.4 Backgound Scale: 7.64781. ITERATION NUMBER 208. Current Log-Posterior: 389898 Step Size: 711.2536889 Smoothing Hyper-parameters: 0.394147 0.454730 0.265902 0.222537 0.210439 0.124415 Expected Total MS Cnt: 27608.7 Backgound Scale: 7.67355. ITERATION NUMBER 209. Current Log-Posterior: 389521 Step Size: -377.2477433 Smoothing Hyper-parameters: 0.449312 0.407541 0.298826 0.263182 0.246519 0.187185 Expected Total MS Cnt: 27472.8 Backgound Scale: 7.6615. ITERATION NUMBER 210. Current Log-Posterior: 388602 Step Size: -919.3901304 Smoothing Hyper-parameters: 0.531219 0.411632 0.334777 0.263196 0.215150 0.242241 Expected Total MS Cnt: 27624.7 Backgound Scale: 7.66555. ITERATION NUMBER 211. Current Log-Posterior: 387356 Step Size: -1245.933608 Smoothing Hyper-parameters: 0.507542 0.426275 0.318216 0.311274 0.131416 0.304057 Expected Total MS Cnt: 27855.2 Backgound Scale: 7.65776. ITERATION NUMBER 212. Current Log-Posterior: 387705 Step Size: 348.9764201 Smoothing Hyper-parameters: 0.392870 0.450323 0.405583 0.229986 0.219278 0.284884 Expected Total MS Cnt: 27394.4 Backgound Scale: 7.64404. ITERATION NUMBER 213. Current Log-Posterior: 389496 Step Size: 1791.267714 Smoothing Hyper-parameters: 0.435970 0.421378 0.355485 0.234870 0.185530 0.118645 Expected Total MS Cnt: 27398.1 Backgound Scale: 7.65584. ITERATION NUMBER 214. Current Log-Posterior: 388754 Step Size: -741.6263323 Smoothing Hyper-parameters: 0.514910 0.325380 0.256157 0.234595 0.296581 0.145810 Expected Total MS Cnt: 27251.2 Backgound Scale: 7.68758. ITERATION NUMBER 215. Current Log-Posterior: 388243 Step Size: -511.1260117 Smoothing Hyper-parameters: 0.510542 0.385395 0.318677 0.220208 0.152843 0.090581 Expected Total MS Cnt: 27078 Backgound Scale: 7.64404. ITERATION NUMBER 216. Current Log-Posterior: 387818 Step Size: -424.937519 Smoothing Hyper-parameters: 0.515448 0.397019 0.380262 0.214467 0.106325 0.191108 Expected Total MS Cnt: 27524.2 Backgound Scale: 7.67238. ITERATION NUMBER 217. Current Log-Posterior: 387675 Step Size: -143.2326564 Smoothing Hyper-parameters: 0.368424 0.485356 0.315168 0.364810 0.222341 0.197408 Expected Total MS Cnt: 27111.8 Backgound Scale: 7.69159. ITERATION NUMBER 218. Current Log-Posterior: 389958 Step Size: 2282.589388 Smoothing Hyper-parameters: 0.390600 0.539284 0.315411 0.284838 0.162538 0.132448 Expected Total MS Cnt: 26918.9 Backgound Scale: 7.64238. ITERATION NUMBER 219. Current Log-Posterior: 389205 Step Size: -753.1070314 Smoothing Hyper-parameters: 0.392780 0.498986 0.330888 0.176637 0.149617 0.332659 Expected Total MS Cnt: 27221.2 Backgound Scale: 7.68035. ITERATION NUMBER 220. Current Log-Posterior: 389401 Step Size: 196.6589594 Smoothing Hyper-parameters: 0.450153 0.410018 0.334219 0.271308 0.196663 0.207264 Expected Total MS Cnt: 27236.9 Backgound Scale: 7.68631. ITERATION NUMBER 221. Current Log-Posterior: 388606 Step Size: -795.3310122 Smoothing Hyper-parameters: 0.395979 0.341285 0.270096 0.262837 0.276481 0.191874 Expected Total MS Cnt: 27135.5 Backgound Scale: 7.69611. ITERATION NUMBER 222. Current Log-Posterior: 390095 Step Size: 1488.849873 Smoothing Hyper-parameters: 0.453601 0.432606 0.412584 0.229828 0.141181 0.218022 Expected Total MS Cnt: 27390.4 Backgound Scale: 7.70477. ITERATION NUMBER 223. Current Log-Posterior: 388410 Step Size: -1684.909882 Smoothing Hyper-parameters: 0.370496 0.496575 0.371462 0.215580 0.167311 0.183475 Expected Total MS Cnt: 27242.6 Backgound Scale: 7.64658. ITERATION NUMBER 224. Current Log-Posterior: 389823 Step Size: 1413.151662 Smoothing Hyper-parameters: 0.472059 0.373605 0.412470 0.278352 0.110336 0.096399 Expected Total MS Cnt: 27224 Backgound Scale: 7.63458. ITERATION NUMBER 225. Current Log-Posterior: 388285 Step Size: -1537.792966 Smoothing Hyper-parameters: 0.450087 0.409034 0.293079 0.260019 0.304556 0.220028 Expected Total MS Cnt: 27446.8 Backgound Scale: 7.67568. ITERATION NUMBER 226. Current Log-Posterior: 388514 Step Size: 228.4840831 Smoothing Hyper-parameters: 0.377718 0.476216 0.447532 0.218377 0.200909 0.342517 Expected Total MS Cnt: 27452.4 Backgound Scale: 7.64561. ITERATION NUMBER 227. Current Log-Posterior: 389499 Step Size: 985.2824077 Smoothing Hyper-parameters: 0.396347 0.404344 0.317607 0.270948 0.177778 0.331647 Expected Total MS Cnt: 27384.9 Backgound Scale: 7.65209. ITERATION NUMBER 228. Current Log-Posterior: 389664 Step Size: 165.3383016 Smoothing Hyper-parameters: 0.468392 0.474128 0.318305 0.280062 0.138363 0.215142 Expected Total MS Cnt: 27241.7 Backgound Scale: 7.6546. ITERATION NUMBER 229. Current Log-Posterior: 388050 Step Size: -1614.306143 Smoothing Hyper-parameters: 0.449586 0.443360 0.379375 0.302259 0.168820 0.298970 Expected Total MS Cnt: 27094.9 Backgound Scale: 7.71461. ITERATION NUMBER 230. Current Log-Posterior: 388346 Step Size: 295.7036543 Smoothing Hyper-parameters: 0.404662 0.414954 0.401303 0.260988 0.187675 0.211737 Expected Total MS Cnt: 26775.6 Backgound Scale: 7.65531. ITERATION NUMBER 231. Current Log-Posterior: 389211 Step Size: 865.2450912 Smoothing Hyper-parameters: 0.428972 0.375810 0.377840 0.209580 0.210503 0.264209 Expected Total MS Cnt: 27192.4 Backgound Scale: 7.68391. ITERATION NUMBER 232. Current Log-Posterior: 389192 Step Size: -19.19818139 Smoothing Hyper-parameters: 0.439060 0.431286 0.303553 0.329467 0.215444 0.326647 Expected Total MS Cnt: 26614.5 Backgound Scale: 7.72869. ITERATION NUMBER 233. Current Log-Posterior: 388799 Step Size: -392.6203185 Smoothing Hyper-parameters: 0.350741 0.503735 0.340901 0.362076 0.219028 0.223077 Expected Total MS Cnt: 26763.2 Backgound Scale: 7.72702. ITERATION NUMBER 234. Current Log-Posterior: 390249 Step Size: 1449.995868 Smoothing Hyper-parameters: 0.389581 0.351486 0.462148 0.299000 0.173202 0.214175 Expected Total MS Cnt: 26925.7 Backgound Scale: 7.70421. ITERATION NUMBER 235. Current Log-Posterior: 389895 Step Size: -354.1374328 Smoothing Hyper-parameters: 0.483263 0.370846 0.367511 0.246036 0.214505 0.214299 Expected Total MS Cnt: 27051.7 Backgound Scale: 7.73092. ITERATION NUMBER 236. Current Log-Posterior: 388198 Step Size: -1696.51601 Smoothing Hyper-parameters: 0.520451 0.399648 0.271199 0.211334 0.159713 0.144153 Expected Total MS Cnt: 27291.3 Backgound Scale: 7.70225. ITERATION NUMBER 237. Current Log-Posterior: 387847 Step Size: -351.0051881 Smoothing Hyper-parameters: 0.481811 0.378319 0.336931 0.283872 0.174621 0.229464 Expected Total MS Cnt: 27174 Backgound Scale: 7.70803. ITERATION NUMBER 238. Current Log-Posterior: 388283 Step Size: 435.8280841 Smoothing Hyper-parameters: 0.532461 0.320680 0.296015 0.246089 0.169223 0.339579 Expected Total MS Cnt: 27677.6 Backgound Scale: 7.69014. ITERATION NUMBER 239. Current Log-Posterior: 387977 Step Size: -306.3743814 Smoothing Hyper-parameters: 0.581045 0.331462 0.310260 0.165828 0.266426 0.230736 Expected Total MS Cnt: 27544.7 Backgound Scale: 7.62871. ITERATION NUMBER 240. Current Log-Posterior: 387244 Step Size: -733.3764673 Smoothing Hyper-parameters: 0.467420 0.473971 0.333152 0.390018 0.247585 0.190607 Expected Total MS Cnt: 27608.8 Backgound Scale: 7.67607. ITERATION NUMBER 241. Current Log-Posterior: 388067 Step Size: 823.1714158 Smoothing Hyper-parameters: 0.513612 0.376058 0.311679 0.212052 0.345235 0.057806 Expected Total MS Cnt: 26958.6 Backgound Scale: 7.68682. ITERATION NUMBER 242. Current Log-Posterior: 387841 Step Size: -225.9705707 Smoothing Hyper-parameters: 0.406658 0.371045 0.407023 0.169280 0.237133 0.086102 Expected Total MS Cnt: 27230.9 Backgound Scale: 7.685. ITERATION NUMBER 243. Current Log-Posterior: 389498 Step Size: 1657.513157 Smoothing Hyper-parameters: 0.486060 0.376977 0.288556 0.246303 0.311895 0.207937 Expected Total MS Cnt: 27171.5 Backgound Scale: 7.67925. ITERATION NUMBER 244. Current Log-Posterior: 388221 Step Size: -1277.301032 Smoothing Hyper-parameters: 0.380918 0.490845 0.261026 0.299584 0.190509 0.313243 Expected Total MS Cnt: 27137 Backgound Scale: 7.67836. ITERATION NUMBER 245. Current Log-Posterior: 389640 Step Size: 1418.938453 Smoothing Hyper-parameters: 0.368745 0.527187 0.316064 0.199148 0.162412 0.069660 Expected Total MS Cnt: 26941.5 Backgound Scale: 7.69814. ITERATION NUMBER 246. Current Log-Posterior: 389800 Step Size: 159.8763923 Smoothing Hyper-parameters: 0.423423 0.365670 0.357702 0.225524 0.243568 0.238183 Expected Total MS Cnt: 27544.3 Backgound Scale: 7.70744. ITERATION NUMBER 247. Current Log-Posterior: 389205 Step Size: -594.7130463 Smoothing Hyper-parameters: 0.455430 0.436620 0.259649 0.250282 0.211429 0.197603 Expected Total MS Cnt: 27396.1 Backgound Scale: 7.68482. ITERATION NUMBER 248. Current Log-Posterior: 388541 Step Size: -663.8967101 Smoothing Hyper-parameters: 0.373839 0.384796 0.475602 0.347608 0.200858 0.210911 Expected Total MS Cnt: 27504.1 Backgound Scale: 7.64022. ITERATION NUMBER 249. Current Log-Posterior: 389809 Step Size: 1268.162277 Smoothing Hyper-parameters: 0.505723 0.354621 0.310282 0.277302 0.309711 0.124421 Expected Total MS Cnt: 27561.8 Backgound Scale: 7.64519. ITERATION NUMBER 250. Current Log-Posterior: 387866 Step Size: -1942.86508 Smoothing Hyper-parameters: 0.464259 0.422182 0.392829 0.243356 0.107341 0.207125 Expected Total MS Cnt: 27612 Backgound Scale: 7.68835. ITERATION NUMBER 251. Current Log-Posterior: 388217 Step Size: 350.4811928 Smoothing Hyper-parameters: 0.424644 0.386606 0.336132 0.258561 0.266096 0.247226 Expected Total MS Cnt: 27375.5 Backgound Scale: 7.65869. ITERATION NUMBER 252. Current Log-Posterior: 389082 Step Size: 864.8447604 Smoothing Hyper-parameters: 0.435929 0.511576 0.341586 0.251328 0.250849 0.119743 Expected Total MS Cnt: 26998.8 Backgound Scale: 7.6749. ITERATION NUMBER 253. Current Log-Posterior: 388371 Step Size: -710.7078144 Smoothing Hyper-parameters: 0.367159 0.416527 0.328218 0.192994 0.161497 0.176711 Expected Total MS Cnt: 27153.3 Backgound Scale: 7.62278. ITERATION NUMBER 254. Current Log-Posterior: 390233 Step Size: 1862.193565 Smoothing Hyper-parameters: 0.409553 0.395933 0.346930 0.256262 0.221463 0.112647 Expected Total MS Cnt: 27026.4 Backgound Scale: 7.67895. ITERATION NUMBER 255. Current Log-Posterior: 389255 Step Size: -977.9262024 Smoothing Hyper-parameters: 0.356748 0.557709 0.398473 0.262563 0.231409 0.213398 Expected Total MS Cnt: 27183 Backgound Scale: 7.6994. ITERATION NUMBER 256. Current Log-Posterior: 389788 Step Size: 533.0557971 Smoothing Hyper-parameters: 0.424849 0.435586 0.350096 0.235760 0.280028 0.147794 Expected Total MS Cnt: 26840.4 Backgound Scale: 7.71823. ITERATION NUMBER 257. Current Log-Posterior: 388862 Step Size: -926.2285638 Smoothing Hyper-parameters: 0.472317 0.343646 0.317669 0.152224 0.218540 0.127579 Expected Total MS Cnt: 27099.8 Backgound Scale: 7.69391. ITERATION NUMBER 258. Current Log-Posterior: 388654 Step Size: -207.7715342 Smoothing Hyper-parameters: 0.374451 0.489120 0.243997 0.258136 0.302732 0.250339 Expected Total MS Cnt: 27239.2 Backgound Scale: 7.69752. ITERATION NUMBER 259. Current Log-Posterior: 389770 Step Size: 1116.091436 Smoothing Hyper-parameters: 0.392750 0.462667 0.301210 0.313954 0.208540 0.205973 Expected Total MS Cnt: 26984.6 Backgound Scale: 7.68054. ITERATION NUMBER 260. Current Log-Posterior: 389434 Step Size: -336.3730919 Smoothing Hyper-parameters: 0.459401 0.440819 0.294866 0.247933 0.212813 0.254661 Expected Total MS Cnt: 26810 Backgound Scale: 7.6694. ITERATION NUMBER 261. Current Log-Posterior: 388247 Step Size: -1187.018772 Smoothing Hyper-parameters: 0.425186 0.365374 0.289562 0.250753 0.126097 0.169604 Expected Total MS Cnt: 26491.2 Backgound Scale: 7.75516. ITERATION NUMBER 262. Current Log-Posterior: 389352 Step Size: 1105.072946 Smoothing Hyper-parameters: 0.446124 0.396157 0.307514 0.236183 0.085861 0.381842 Expected Total MS Cnt: 26690.6 Backgound Scale: 7.72294. ITERATION NUMBER 263. Current Log-Posterior: 388924 Step Size: -428.6235968 Smoothing Hyper-parameters: 0.465875 0.397491 0.337234 0.297735 0.229873 0.210306 Expected Total MS Cnt: 26848.1 Backgound Scale: 7.75798. ITERATION NUMBER 264. Current Log-Posterior: 388368 Step Size: -555.5447465 Smoothing Hyper-parameters: 0.376906 0.354536 0.421947 0.209797 0.165918 0.170515 Expected Total MS Cnt: 26984.5 Backgound Scale: 7.76649. ITERATION NUMBER 265. Current Log-Posterior: 390275 Step Size: 1907.447794 Smoothing Hyper-parameters: 0.395297 0.467062 0.311067 0.255346 0.163316 0.242740 Expected Total MS Cnt: 26664.4 Backgound Scale: 7.73863. ITERATION NUMBER 266. Current Log-Posterior: 389300 Step Size: -975.7870442 Smoothing Hyper-parameters: 0.398671 0.479337 0.318252 0.236134 0.222272 0.199126 Expected Total MS Cnt: 27105.7 Backgound Scale: 7.70879. ITERATION NUMBER 267. Current Log-Posterior: 389257 Step Size: -42.32850811 Smoothing Hyper-parameters: 0.437328 0.340016 0.482706 0.273387 0.313611 0.172281 Expected Total MS Cnt: 27014.1 Backgound Scale: 7.75651. ITERATION NUMBER 268. Current Log-Posterior: 388893 Step Size: -364.1764013 Smoothing Hyper-parameters: 0.387598 0.469621 0.403195 0.201429 0.169217 0.198565 Expected Total MS Cnt: 26900.3 Backgound Scale: 7.68052. ITERATION NUMBER 269. Current Log-Posterior: 389492 Step Size: 598.9558369 Smoothing Hyper-parameters: 0.391412 0.386516 0.441153 0.265144 0.199992 0.200361 Expected Total MS Cnt: 27042.3 Backgound Scale: 7.6794. ITERATION NUMBER 270. Current Log-Posterior: 389738 Step Size: 245.7568812 Smoothing Hyper-parameters: 0.433710 0.497387 0.393795 0.245770 0.126092 0.136813 Expected Total MS Cnt: 27084.8 Backgound Scale: 7.6642. ITERATION NUMBER 271. Current Log-Posterior: 388517 Step Size: -1221.252463 Smoothing Hyper-parameters: 0.482500 0.353295 0.334760 0.328744 0.304634 0.149451 Expected Total MS Cnt: 27298.5 Backgound Scale: 7.68323. ITERATION NUMBER 272. Current Log-Posterior: 388462 Step Size: -54.52161666 Smoothing Hyper-parameters: 0.451529 0.427429 0.362654 0.181944 0.066558 0.173173 Expected Total MS Cnt: 27512.5 Backgound Scale: 7.67409. ITERATION NUMBER 273. Current Log-Posterior: 388566 Step Size: 104.2279543 Smoothing Hyper-parameters: 0.466513 0.446329 0.338280 0.274989 0.320856 0.148881 Expected Total MS Cnt: 27523.2 Backgound Scale: 7.62983. ITERATION NUMBER 274. Current Log-Posterior: 388059 Step Size: -507.3670543 Smoothing Hyper-parameters: 0.401121 0.400019 0.309403 0.230759 0.164927 0.278099 Expected Total MS Cnt: 27990.8 Backgound Scale: 7.59553. ITERATION NUMBER 275. Current Log-Posterior: 389635 Step Size: 1576.044282 Smoothing Hyper-parameters: 0.443035 0.316169 0.324485 0.244288 0.262580 0.175496 Expected Total MS Cnt: 27942.8 Backgound Scale: 7.55806. ITERATION NUMBER 276. Current Log-Posterior: 389202 Step Size: -432.9027419 Smoothing Hyper-parameters: 0.465554 0.388569 0.406958 0.224631 0.227381 0.200992 Expected Total MS Cnt: 28100.7 Backgound Scale: 7.59643. ITERATION NUMBER 277. Current Log-Posterior: 388479 Step Size: -723.5614861 Smoothing Hyper-parameters: 0.472006 0.424274 0.326989 0.231712 0.194523 0.163138 Expected Total MS Cnt: 27959.8 Backgound Scale: 7.62081. ITERATION NUMBER 278. Current Log-Posterior: 388237 Step Size: -241.3688233 Smoothing Hyper-parameters: 0.444150 0.300092 0.379750 0.290764 0.226518 0.239835 Expected Total MS Cnt: 28123.2 Backgound Scale: 7.53273. ITERATION NUMBER 279. Current Log-Posterior: 389400 Step Size: 1163.283374 Smoothing Hyper-parameters: 0.334747 0.388230 0.502380 0.249419 0.376978 0.249280 Expected Total MS Cnt: 28018.8 Backgound Scale: 7.63913. ITERATION NUMBER 280. Current Log-Posterior: 391079 Step Size: 1678.271261 Smoothing Hyper-parameters: 0.487885 0.460349 0.356349 0.261141 0.248780 0.149592 Expected Total MS Cnt: 27908.5 Backgound Scale: 7.59905. ITERATION NUMBER 281. Current Log-Posterior: 387775 Step Size: -3303.667096 Smoothing Hyper-parameters: 0.460918 0.479276 0.492216 0.202834 0.228654 0.155237 Expected Total MS Cnt: 27503.2 Backgound Scale: 7.66986. ITERATION NUMBER 282. Current Log-Posterior: 388008 Step Size: 233.1293337 Smoothing Hyper-parameters: 0.477279 0.429742 0.428157 0.219168 0.239416 0.239872 Expected Total MS Cnt: 27474.4 Backgound Scale: 7.67537. ITERATION NUMBER 283. Current Log-Posterior: 387982 Step Size: -25.97158942 Smoothing Hyper-parameters: 0.449192 0.396114 0.417542 0.235794 0.286266 0.181230 Expected Total MS Cnt: 27481.9 Backgound Scale: 7.6364. ITERATION NUMBER 284. Current Log-Posterior: 388577 Step Size: 595.10899 Smoothing Hyper-parameters: 0.521733 0.419052 0.293654 0.256594 0.215941 0.221030 Expected Total MS Cnt: 27394.7 Backgound Scale: 7.65238. ITERATION NUMBER 285. Current Log-Posterior: 387486 Step Size: -1091.103111 Smoothing Hyper-parameters: 0.506275 0.354842 0.358108 0.299247 0.160126 0.262710 Expected Total MS Cnt: 27446.8 Backgound Scale: 7.66675. ITERATION NUMBER 286. Current Log-Posterior: 387881 Step Size: 395.1709097 Smoothing Hyper-parameters: 0.364254 0.496544 0.349535 0.365977 0.159167 0.285887 Expected Total MS Cnt: 27306.8 Backgound Scale: 7.65715. ITERATION NUMBER 287. Current Log-Posterior: 389897 Step Size: 2015.215544 Smoothing Hyper-parameters: 0.542391 0.422947 0.449812 0.219311 0.223928 0.182272 Expected Total MS Cnt: 27455.9 Backgound Scale: 7.65046. ITERATION NUMBER 288. Current Log-Posterior: 387072 Step Size: -2824.242091 Smoothing Hyper-parameters: 0.380770 0.431102 0.350347 0.287638 0.233299 0.218773 Expected Total MS Cnt: 27504.4 Backgound Scale: 7.62886. ITERATION NUMBER 289. Current Log-Posterior: 389759 Step Size: 2686.565973 Smoothing Hyper-parameters: 0.450175 0.453153 0.391052 0.257392 0.276513 0.070249 Expected Total MS Cnt: 27987.3 Backgound Scale: 7.66341. ITERATION NUMBER 290. Current Log-Posterior: 388303 Step Size: -1455.713473 Smoothing Hyper-parameters: 0.459865 0.378062 0.408043 0.306430 0.118006 0.259098 Expected Total MS Cnt: 27802.6 Backgound Scale: 7.60722. ITERATION NUMBER 291. Current Log-Posterior: 388415 Step Size: 111.4540259 Smoothing Hyper-parameters: 0.402963 0.480042 0.373248 0.321664 0.117696 0.064979 Expected Total MS Cnt: 27991.4 Backgound Scale: 7.65011. ITERATION NUMBER 292. Current Log-Posterior: 389127 Step Size: 712.6799475 Smoothing Hyper-parameters: 0.429111 0.446710 0.303055 0.199567 0.232069 0.185029 Expected Total MS Cnt: 27670.3 Backgound Scale: 7.5965. ITERATION NUMBER 293. Current Log-Posterior: 388792 Step Size: -335.4961106 Smoothing Hyper-parameters: 0.422220 0.378357 0.405369 0.364138 0.134516 0.183927 Expected Total MS Cnt: 27958 Backgound Scale: 7.65154. ITERATION NUMBER 294. Current Log-Posterior: 389166 Step Size: 373.7515089 Smoothing Hyper-parameters: 0.492605 0.452635 0.316731 0.237512 0.193642 0.179709 Expected Total MS Cnt: 27968.9 Backgound Scale: 7.60506. ITERATION NUMBER 295. Current Log-Posterior: 387759 Step Size: -1407.046132 Smoothing Hyper-parameters: 0.520752 0.382996 0.350964 0.187407 0.239780 0.103972 Expected Total MS Cnt: 27803.6 Backgound Scale: 7.5789. ITERATION NUMBER 296. Current Log-Posterior: 387794 Step Size: 35.94967528 Smoothing Hyper-parameters: 0.358959 0.354373 0.284597 0.236802 0.245897 0.209911 Expected Total MS Cnt: 27766.5 Backgound Scale: 7.64777. ITERATION NUMBER 297. Current Log-Posterior: 390759 Step Size: 2964.118855 Smoothing Hyper-parameters: 0.456956 0.403990 0.337445 0.228598 0.139701 0.174903 Expected Total MS Cnt: 28214.2 Backgound Scale: 7.64687. ITERATION NUMBER 298. Current Log-Posterior: 388426 Step Size: -2332.350951 Smoothing Hyper-parameters: 0.495713 0.352120 0.312780 0.337271 0.142831 0.205831 Expected Total MS Cnt: 27611.7 Backgound Scale: 7.60366. ITERATION NUMBER 299. Current Log-Posterior: 388150 Step Size: -275.8221592 Smoothing Hyper-parameters: 0.531525 0.392699 0.355916 0.275536 0.167921 0.261349 Expected Total MS Cnt: 27503.1 Backgound Scale: 7.59145. ITERATION NUMBER 300. Current Log-Posterior: 387315 Step Size: -835.5250753 Smoothing Hyper-parameters: 0.539600 0.355883 0.376593 0.268391 0.176542 0.090096 Expected Total MS Cnt: 27540.5 Backgound Scale: 7.58346. ITERATION NUMBER 301. Current Log-Posterior: 387492 Step Size: 177.5183375 Smoothing Hyper-parameters: 0.548528 0.372659 0.337554 0.289839 0.278912 0.127530 Expected Total MS Cnt: 27658.8 Backgound Scale: 7.70312. ITERATION NUMBER 302. Current Log-Posterior: 387295 Step Size: -196.9507083 Smoothing Hyper-parameters: 0.489843 0.381294 0.371883 0.244401 0.100339 0.189752 Expected Total MS Cnt: 27727.7 Backgound Scale: 7.63195. ITERATION NUMBER 303. Current Log-Posterior: 388178 Step Size: 882.9718944 Smoothing Hyper-parameters: 0.508019 0.462582 0.298307 0.230137 0.179486 0.282405 Expected Total MS Cnt: 27817 Backgound Scale: 7.61478. ITERATION NUMBER 304. Current Log-Posterior: 387613 Step Size: -565.4563907 Smoothing Hyper-parameters: 0.433276 0.367043 0.357019 0.272478 0.202425 0.191444 Expected Total MS Cnt: 27867.2 Backgound Scale: 7.60489. ITERATION NUMBER 305. Current Log-Posterior: 389110 Step Size: 1497.025677 Smoothing Hyper-parameters: 0.510381 0.473670 0.362027 0.271002 0.254808 0.160168 Expected Total MS Cnt: 27849.8 Backgound Scale: 7.61148. ITERATION NUMBER 306. Current Log-Posterior: 387319 Step Size: -1790.775117 Smoothing Hyper-parameters: 0.367875 0.418955 0.395559 0.223771 0.172488 0.234032 Expected Total MS Cnt: 28122.8 Backgound Scale: 7.57762. ITERATION NUMBER 307. Current Log-Posterior: 390131 Step Size: 2812.238674 Smoothing Hyper-parameters: 0.491864 0.437019 0.401276 0.257637 0.311493 0.139308 Expected Total MS Cnt: 28213.2 Backgound Scale: 7.64597. ITERATION NUMBER 308. Current Log-Posterior: 387777 Step Size: -2354.333231 Smoothing Hyper-parameters: 0.554856 0.414240 0.346710 0.203638 0.138494 0.188602 Expected Total MS Cnt: 27745.6 Backgound Scale: 7.55024. ITERATION NUMBER 309. Current Log-Posterior: 387021 Step Size: -755.9838405 Smoothing Hyper-parameters: 0.434034 0.531773 0.376032 0.285595 0.187805 0.197428 Expected Total MS Cnt: 27907.3 Backgound Scale: 7.60446. ITERATION NUMBER 310. Current Log-Posterior: 388434 Step Size: 1413.232186 Smoothing Hyper-parameters: 0.528873 0.489430 0.332309 0.227763 0.167954 0.283358 Expected Total MS Cnt: 27774.6 Backgound Scale: 7.55697. ITERATION NUMBER 311. Current Log-Posterior: 387121 Step Size: -1313.34033 Smoothing Hyper-parameters: 0.556175 0.459564 0.378778 0.190665 0.356939 0.220496 Expected Total MS Cnt: 28033.7 Backgound Scale: 7.60718. ITERATION NUMBER 312. Current Log-Posterior: 386883 Step Size: -238.1933373 Smoothing Hyper-parameters: 0.419513 0.541190 0.314191 0.215701 0.133354 0.209614 Expected Total MS Cnt: 27684.9 Backgound Scale: 7.62143. ITERATION NUMBER 313. Current Log-Posterior: 388833 Step Size: 1950.332421 Smoothing Hyper-parameters: 0.382756 0.455737 0.334923 0.319205 0.205946 0.147674 Expected Total MS Cnt: 27945.6 Backgound Scale: 7.62135. ITERATION NUMBER 314. Current Log-Posterior: 389655 Step Size: 822.1741068 Smoothing Hyper-parameters: 0.493032 0.440589 0.355639 0.308193 0.165936 0.176841 Expected Total MS Cnt: 28113.3 Backgound Scale: 7.6105. ITERATION NUMBER 315. Current Log-Posterior: 387816 Step Size: -1839.789606 Smoothing Hyper-parameters: 0.494415 0.317207 0.477483 0.338150 0.176903 0.240063 Expected Total MS Cnt: 28258.8 Backgound Scale: 7.52989. ITERATION NUMBER 316. Current Log-Posterior: 388220 Step Size: 404.8921542 Smoothing Hyper-parameters: 0.440637 0.511105 0.358765 0.244523 0.191146 0.119827 Expected Total MS Cnt: 27868 Backgound Scale: 7.64168. ITERATION NUMBER 317. Current Log-Posterior: 388261 Step Size: 40.10527648 Smoothing Hyper-parameters: 0.523107 0.396233 0.370510 0.210068 0.149210 0.231825 Expected Total MS Cnt: 27677 Backgound Scale: 7.60601. ITERATION NUMBER 318. Current Log-Posterior: 387610 Step Size: -650.2086688 Smoothing Hyper-parameters: 0.494052 0.423144 0.284830 0.213321 0.214598 0.243673 Expected Total MS Cnt: 27504.9 Backgound Scale: 7.64341. ITERATION NUMBER 319. Current Log-Posterior: 388043 Step Size: 432.7499724 Smoothing Hyper-parameters: 0.411233 0.491387 0.367772 0.273929 0.211642 0.193059 Expected Total MS Cnt: 27670.1 Backgound Scale: 7.64307. ITERATION NUMBER 320. Current Log-Posterior: 388893 Step Size: 849.8272358 Smoothing Hyper-parameters: 0.410229 0.355411 0.282030 0.201952 0.077606 0.247344 Expected Total MS Cnt: 27626.9 Backgound Scale: 7.64463. ITERATION NUMBER 321. Current Log-Posterior: 389718 Step Size: 824.8621098 Smoothing Hyper-parameters: 0.446417 0.416464 0.293909 0.280234 0.166883 0.229124 Expected Total MS Cnt: 27300.1 Backgound Scale: 7.67436. ITERATION NUMBER 322. Current Log-Posterior: 388721 Step Size: -996.5602184 Smoothing Hyper-parameters: 0.417903 0.441078 0.354844 0.346849 0.303759 0.233349 Expected Total MS Cnt: 26998.1 Backgound Scale: 7.65167. ITERATION NUMBER 323. Current Log-Posterior: 388922 Step Size: 200.6643315 Smoothing Hyper-parameters: 0.352391 0.454683 0.330186 0.257314 0.214649 0.161567 Expected Total MS Cnt: 27076.5 Backgound Scale: 7.71525. ITERATION NUMBER 324. Current Log-Posterior: 390304 Step Size: 1381.773842 Smoothing Hyper-parameters: 0.361016 0.389197 0.294844 0.267998 0.186036 0.182974 Expected Total MS Cnt: 27205.5 Backgound Scale: 7.69657. ITERATION NUMBER 325. Current Log-Posterior: 390474 Step Size: 170.3883677 Smoothing Hyper-parameters: 0.395294 0.409548 0.460796 0.324382 0.263141 0.102270 Expected Total MS Cnt: 27380.3 Backgound Scale: 7.70088. ITERATION NUMBER 326. Current Log-Posterior: 389367 Step Size: -1106.613045 Smoothing Hyper-parameters: 0.372160 0.378276 0.330329 0.259558 0.293194 0.239732 Expected Total MS Cnt: 27174.7 Backgound Scale: 7.66157. ITERATION NUMBER 327. Current Log-Posterior: 390281 Step Size: 913.6633471 Smoothing Hyper-parameters: 0.435652 0.394702 0.313737 0.320771 0.170418 0.240430 Expected Total MS Cnt: 27309.2 Backgound Scale: 7.64957. ITERATION NUMBER 328. Current Log-Posterior: 388792 Step Size: -1488.926825 Smoothing Hyper-parameters: 0.378110 0.387376 0.331179 0.326647 0.110746 0.289335 Expected Total MS Cnt: 27320.7 Backgound Scale: 7.64849. ITERATION NUMBER 329. Current Log-Posterior: 389934 Step Size: 1141.636175 Smoothing Hyper-parameters: 0.417876 0.430907 0.325288 0.340542 0.277300 0.186326 Expected Total MS Cnt: 27256.4 Backgound Scale: 7.64211. ITERATION NUMBER 330. Current Log-Posterior: 388970 Step Size: -963.7385032 Smoothing Hyper-parameters: 0.352568 0.484453 0.275498 0.202882 0.181730 0.181022 Expected Total MS Cnt: 27302.2 Backgound Scale: 7.64244. ITERATION NUMBER 331. Current Log-Posterior: 390550 Step Size: 1579.654516 Smoothing Hyper-parameters: 0.435648 0.468261 0.311725 0.286668 0.255520 0.165144 Expected Total MS Cnt: 27131.5 Backgound Scale: 7.67064. ITERATION NUMBER 332. Current Log-Posterior: 388767 Step Size: -1782.820315 Smoothing Hyper-parameters: 0.392230 0.396232 0.245052 0.235178 0.149215 0.192974 Expected Total MS Cnt: 26808.5 Backgound Scale: 7.70806. ITERATION NUMBER 333. Current Log-Posterior: 389956 Step Size: 1189.022297 Smoothing Hyper-parameters: 0.399204 0.375869 0.350005 0.187378 0.179999 0.289283 Expected Total MS Cnt: 27185.5 Backgound Scale: 7.71215. ITERATION NUMBER 334. Current Log-Posterior: 389687 Step Size: -268.475255 Smoothing Hyper-parameters: 0.361877 0.377330 0.336694 0.307095 0.177901 0.186848 Expected Total MS Cnt: 27345.2 Backgound Scale: 7.66276. ITERATION NUMBER 335. Current Log-Posterior: 390472 Step Size: 784.3939652 Smoothing Hyper-parameters: 0.420782 0.364644 0.369669 0.237018 0.165496 0.251693 Expected Total MS Cnt: 27136.3 Backgound Scale: 7.68355. ITERATION NUMBER 336. Current Log-Posterior: 389395 Step Size: -1077.042898 Smoothing Hyper-parameters: 0.407931 0.411519 0.268653 0.247715 0.290111 0.209048 Expected Total MS Cnt: 26906.6 Backgound Scale: 7.71331. ITERATION NUMBER 337. Current Log-Posterior: 389607 Step Size: 212.0009505 Smoothing Hyper-parameters: 0.375022 0.362151 0.476307 0.312408 0.132902 0.120975 Expected Total MS Cnt: 26872.9 Backgound Scale: 7.7054. ITERATION NUMBER 338. Current Log-Posterior: 390066 Step Size: 459.6115464 Smoothing Hyper-parameters: 0.392098 0.418680 0.321307 0.311906 0.312899 0.161943 Expected Total MS Cnt: 26947.1 Backgound Scale: 7.71185. ITERATION NUMBER 339. Current Log-Posterior: 389501 Step Size: -565.3295432 Smoothing Hyper-parameters: 0.434506 0.385825 0.358771 0.257968 0.198014 0.222598 Expected Total MS Cnt: 27248.1 Backgound Scale: 7.6952. ITERATION NUMBER 340. Current Log-Posterior: 388927 Step Size: -574.1635937 Smoothing Hyper-parameters: 0.330014 0.363216 0.336496 0.263939 0.189767 0.189823 Expected Total MS Cnt: 27269.4 Backgound Scale: 7.69808. ITERATION NUMBER 341. Current Log-Posterior: 391566 Step Size: 2638.659274 Smoothing Hyper-parameters: 0.418452 0.361209 0.288514 0.281806 0.189867 0.177228 Expected Total MS Cnt: 27334.2 Backgound Scale: 7.67006. ITERATION NUMBER 342. Current Log-Posterior: 389556 Step Size: -2009.549365 Smoothing Hyper-parameters: 0.479882 0.365345 0.313092 0.288645 0.202951 0.197656 Expected Total MS Cnt: 26999.8 Backgound Scale: 7.67994. ITERATION NUMBER 343. Current Log-Posterior: 388456 Step Size: -1100.112293 Smoothing Hyper-parameters: 0.360186 0.387116 0.288526 0.202724 0.134659 0.281390 Expected Total MS Cnt: 26817.6 Backgound Scale: 7.71175. ITERATION NUMBER 344. Current Log-Posterior: 390587 Step Size: 2131.267839 Smoothing Hyper-parameters: 0.400749 0.405650 0.338494 0.297718 0.106504 0.202238 Expected Total MS Cnt: 27013.6 Backgound Scale: 7.71275. ITERATION NUMBER 345. Current Log-Posterior: 389605 Step Size: -982.1146715 Smoothing Hyper-parameters: 0.351792 0.343686 0.273356 0.230005 0.187511 0.134752 Expected Total MS Cnt: 27038.9 Backgound Scale: 7.6527. ITERATION NUMBER 346. Current Log-Posterior: 390878 Step Size: 1272.416535 Smoothing Hyper-parameters: 0.414193 0.421684 0.297487 0.281630 0.083127 0.222804 Expected Total MS Cnt: 27122.3 Backgound Scale: 7.64396. ITERATION NUMBER 347. Current Log-Posterior: 389148 Step Size: -1729.122323 Smoothing Hyper-parameters: 0.406418 0.465864 0.368636 0.238611 0.268075 0.198488 Expected Total MS Cnt: 27312.9 Backgound Scale: 7.651. ITERATION NUMBER 348. Current Log-Posterior: 389054 Step Size: -94.68222154 Smoothing Hyper-parameters: 0.412765 0.430108 0.352537 0.294169 0.270349 0.164776 Expected Total MS Cnt: 27501 Backgound Scale: 7.64325. ITERATION NUMBER 349. Current Log-Posterior: 389096 Step Size: 41.82440451 Smoothing Hyper-parameters: 0.403131 0.438551 0.304925 0.276530 0.288488 0.234305 Expected Total MS Cnt: 27154.9 Backgound Scale: 7.69014. ITERATION NUMBER 350. Current Log-Posterior: 389299 Step Size: 203.0135153 Smoothing Hyper-parameters: 0.406599 0.544137 0.321645 0.261784 0.162833 0.242356 Expected Total MS Cnt: 27375.1 Backgound Scale: 7.69737. ITERATION NUMBER 351. Current Log-Posterior: 388853 Step Size: -445.1188842 Smoothing Hyper-parameters: 0.399194 0.459254 0.253372 0.236913 0.321337 0.263178 Expected Total MS Cnt: 27341.7 Backgound Scale: 7.61785. ITERATION NUMBER 352. Current Log-Posterior: 389328 Step Size: 474.3403292 Smoothing Hyper-parameters: 0.387677 0.390124 0.378076 0.286057 0.104263 0.270934 Expected Total MS Cnt: 27307 Backgound Scale: 7.64864. ITERATION NUMBER 353. Current Log-Posterior: 389953 Step Size: 625.2793924 Smoothing Hyper-parameters: 0.462686 0.363683 0.397283 0.276487 0.168208 0.204444 Expected Total MS Cnt: 27445.1 Backgound Scale: 7.67038. ITERATION NUMBER 354. Current Log-Posterior: 388578 Step Size: -1374.654775 Smoothing Hyper-parameters: 0.395684 0.463314 0.440248 0.186971 0.225814 0.206784 Expected Total MS Cnt: 27301.8 Backgound Scale: 7.58308. ITERATION NUMBER 355. Current Log-Posterior: 389225 Step Size: 646.5265631 Smoothing Hyper-parameters: 0.409481 0.507453 0.373030 0.297043 0.138942 0.207762 Expected Total MS Cnt: 27364.6 Backgound Scale: 7.60849. ITERATION NUMBER 356. Current Log-Posterior: 388780 Step Size: -444.9530363 Smoothing Hyper-parameters: 0.454750 0.423059 0.345966 0.312974 0.276332 0.176809 Expected Total MS Cnt: 27202.2 Backgound Scale: 7.68776. ITERATION NUMBER 357. Current Log-Posterior: 388340 Step Size: -439.512684 Smoothing Hyper-parameters: 0.440218 0.542126 0.275987 0.267225 0.253783 0.077578 Expected Total MS Cnt: 27111.8 Backgound Scale: 7.67792. ITERATION NUMBER 358. Current Log-Posterior: 388317 Step Size: -23.00335422 Smoothing Hyper-parameters: 0.451374 0.457456 0.285562 0.237751 0.375027 0.106900 Expected Total MS Cnt: 27421.5 Backgound Scale: 7.68346. ITERATION NUMBER 359. Current Log-Posterior: 388463 Step Size: 145.8086559 Smoothing Hyper-parameters: 0.508346 0.463916 0.294068 0.407577 0.153329 0.224973 Expected Total MS Cnt: 27557.5 Backgound Scale: 7.636. ITERATION NUMBER 360. Current Log-Posterior: 387543 Step Size: -920.7098129 Smoothing Hyper-parameters: 0.488145 0.447568 0.312817 0.313024 0.263403 0.198294 Expected Total MS Cnt: 27571 Backgound Scale: 7.65915. ITERATION NUMBER 361. Current Log-Posterior: 387804 Step Size: 261.9125025 Smoothing Hyper-parameters: 0.493744 0.445587 0.307999 0.177951 0.235741 0.096148 Expected Total MS Cnt: 27455.5 Backgound Scale: 7.64025. ITERATION NUMBER 362. Current Log-Posterior: 387888 Step Size: 83.08737247 Smoothing Hyper-parameters: 0.462797 0.399848 0.404051 0.294918 0.172738 0.222820 Expected Total MS Cnt: 27451.3 Backgound Scale: 7.67414. ITERATION NUMBER 363. Current Log-Posterior: 388223 Step Size: 335.097928 Smoothing Hyper-parameters: 0.466095 0.415530 0.374199 0.263232 0.160892 0.200374 Expected Total MS Cnt: 27433.3 Backgound Scale: 7.71426. ITERATION NUMBER 364. Current Log-Posterior: 388328 Step Size: 104.9452936 Smoothing Hyper-parameters: 0.466099 0.428661 0.418223 0.290129 0.165058 0.138181 Expected Total MS Cnt: 27341.6 Backgound Scale: 7.6607. ITERATION NUMBER 365. Current Log-Posterior: 388168 Step Size: -159.4273939 Smoothing Hyper-parameters: 0.465006 0.410517 0.342415 0.273071 0.173988 0.259201 Expected Total MS Cnt: 27319 Backgound Scale: 7.64718. ITERATION NUMBER 366. Current Log-Posterior: 388433 Step Size: 265.1282103 Smoothing Hyper-parameters: 0.450472 0.395089 0.457469 0.272179 0.121094 0.197495 Expected Total MS Cnt: 27595.9 Backgound Scale: 7.68901. ITERATION NUMBER 367. Current Log-Posterior: 388463 Step Size: 29.70644338 Smoothing Hyper-parameters: 0.452524 0.433614 0.415836 0.302367 0.181834 0.205988 Expected Total MS Cnt: 27570.8 Backgound Scale: 7.62599. ITERATION NUMBER 368. Current Log-Posterior: 388441 Step Size: -21.76008846 Smoothing Hyper-parameters: 0.496394 0.366827 0.277873 0.189870 0.112689 0.314161 Expected Total MS Cnt: 27465.6 Backgound Scale: 7.65835. ITERATION NUMBER 369. Current Log-Posterior: 388374 Step Size: -67.71666958 Smoothing Hyper-parameters: 0.541122 0.377054 0.305399 0.217368 0.228003 0.166943 Expected Total MS Cnt: 27915.7 Backgound Scale: 7.6682. ITERATION NUMBER 370. Current Log-Posterior: 387523 Step Size: -851.0225297 Smoothing Hyper-parameters: 0.436713 0.403025 0.314008 0.279539 0.266075 0.185408 Expected Total MS Cnt: 27759.8 Backgound Scale: 7.65632. ITERATION NUMBER 371. Current Log-Posterior: 389064 Step Size: 1541.787819 Smoothing Hyper-parameters: 0.368993 0.505001 0.390167 0.335406 0.191018 0.384424 Expected Total MS Cnt: 27890.8 Backgound Scale: 7.57596. ITERATION NUMBER 372. Current Log-Posterior: 389737 Step Size: 672.7125519 Smoothing Hyper-parameters: 0.457233 0.425974 0.282289 0.339189 0.130629 0.235209 Expected Total MS Cnt: 27827.9 Backgound Scale: 7.59173. ITERATION NUMBER 373. Current Log-Posterior: 388514 Step Size: -1223.207105 Smoothing Hyper-parameters: 0.452859 0.423356 0.416578 0.222589 0.222032 0.243302 Expected Total MS Cnt: 27856.6 Backgound Scale: 7.60974. ITERATION NUMBER 374. Current Log-Posterior: 388383 Step Size: -130.7088253 Smoothing Hyper-parameters: 0.434712 0.431225 0.347057 0.252174 0.184724 0.231992 Expected Total MS Cnt: 28138 Backgound Scale: 7.62648. ITERATION NUMBER 375. Current Log-Posterior: 388791 Step Size: 407.8532684 Smoothing Hyper-parameters: 0.432516 0.480567 0.354392 0.252174 0.174584 0.253122 Expected Total MS Cnt: 28196.8 Backgound Scale: 7.58034. ITERATION NUMBER 376. Current Log-Posterior: 388575 Step Size: -215.9836548 Smoothing Hyper-parameters: 0.477926 0.405946 0.548190 0.276668 0.159089 0.185971 Expected Total MS Cnt: 27849.5 Backgound Scale: 7.60222. ITERATION NUMBER 377. Current Log-Posterior: 387936 Step Size: -638.5141792 Smoothing Hyper-parameters: 0.510042 0.394405 0.300337 0.242538 0.104444 0.198706 Expected Total MS Cnt: 28000.6 Backgound Scale: 7.63471. ITERATION NUMBER 378. Current Log-Posterior: 387794 Step Size: -142.5985303 Smoothing Hyper-parameters: 0.419183 0.466009 0.439193 0.304885 0.168630 0.201674 Expected Total MS Cnt: 27774.3 Backgound Scale: 7.56486. ITERATION NUMBER 379. Current Log-Posterior: 388732 Step Size: 938.3779872 Smoothing Hyper-parameters: 0.381880 0.451339 0.449013 0.297471 0.261019 0.285993 Expected Total MS Cnt: 27558.2 Backgound Scale: 7.61009. ITERATION NUMBER 380. Current Log-Posterior: 389581 Step Size: 848.4401663 Smoothing Hyper-parameters: 0.408567 0.404863 0.405244 0.252316 0.259539 0.070557 Expected Total MS Cnt: 27429.5 Backgound Scale: 7.62786. ITERATION NUMBER 381. Current Log-Posterior: 389166 Step Size: -414.2011629 Smoothing Hyper-parameters: 0.413360 0.374034 0.231063 0.256356 0.139089 0.098551 Expected Total MS Cnt: 27424.1 Backgound Scale: 7.66386. ITERATION NUMBER 382. Current Log-Posterior: 389684 Step Size: 517.1723832 Smoothing Hyper-parameters: 0.435631 0.417883 0.443670 0.195939 0.271888 0.205526 Expected Total MS Cnt: 27267.5 Backgound Scale: 7.62688. ITERATION NUMBER 383. Current Log-Posterior: 388858 Step Size: -825.7472081 Smoothing Hyper-parameters: 0.429222 0.535183 0.381886 0.231935 0.146664 0.196230 Expected Total MS Cnt: 27172.2 Backgound Scale: 7.69865. ITERATION NUMBER 384. Current Log-Posterior: 388482 Step Size: -376.0471344 Smoothing Hyper-parameters: 0.533411 0.521164 0.328039 0.317082 0.176924 0.161338 Expected Total MS Cnt: 27665.4 Backgound Scale: 7.71891. ITERATION NUMBER 385. Current Log-Posterior: 386888 Step Size: -1594.084032 Smoothing Hyper-parameters: 0.485244 0.530401 0.394591 0.311538 0.214862 0.209222 Expected Total MS Cnt: 27491.6 Backgound Scale: 7.61832. ITERATION NUMBER 386. Current Log-Posterior: 387432 Step Size: 543.7892728 Smoothing Hyper-parameters: 0.463370 0.485236 0.351343 0.265724 0.271438 0.117402 Expected Total MS Cnt: 27412.3 Backgound Scale: 7.65614. ITERATION NUMBER 387. Current Log-Posterior: 387863 Step Size: 430.9932798 Smoothing Hyper-parameters: 0.421083 0.489688 0.382034 0.227250 0.304910 0.309279 Expected Total MS Cnt: 27518.2 Backgound Scale: 7.62287. ITERATION NUMBER 388. Current Log-Posterior: 388676 Step Size: 812.9669101 Smoothing Hyper-parameters: 0.413575 0.402388 0.424943 0.203614 0.252590 0.145694 Expected Total MS Cnt: 27580.9 Backgound Scale: 7.62484. ITERATION NUMBER 389. Current Log-Posterior: 389161 Step Size: 485.773032 Smoothing Hyper-parameters: 0.410915 0.510689 0.326958 0.219350 0.225212 0.106962 Expected Total MS Cnt: 27408.2 Backgound Scale: 7.63581. ITERATION NUMBER 390. Current Log-Posterior: 388828 Step Size: -333.1735834 Smoothing Hyper-parameters: 0.364148 0.488977 0.443650 0.280767 0.168150 0.207338 Expected Total MS Cnt: 27600.2 Backgound Scale: 7.66445. ITERATION NUMBER 391. Current Log-Posterior: 389917 Step Size: 1088.680078 Smoothing Hyper-parameters: 0.429792 0.450398 0.295761 0.292149 0.128922 0.081037 Expected Total MS Cnt: 27682.6 Backgound Scale: 7.67813. ITERATION NUMBER 392. Current Log-Posterior: 388812 Step Size: -1104.752475 Smoothing Hyper-parameters: 0.443956 0.510631 0.420112 0.232710 0.185746 0.151397 Expected Total MS Cnt: 27331.3 Backgound Scale: 7.64744. ITERATION NUMBER 393. Current Log-Posterior: 388213 Step Size: -599.0779615 Smoothing Hyper-parameters: 0.496594 0.419087 0.343893 0.419113 0.272530 0.199401 Expected Total MS Cnt: 27455.2 Backgound Scale: 7.65776. ITERATION NUMBER 394. Current Log-Posterior: 387653 Step Size: -559.9224611 Smoothing Hyper-parameters: 0.391821 0.481290 0.397783 0.222411 0.148306 0.274514 Expected Total MS Cnt: 27550.5 Backgound Scale: 7.62193. ITERATION NUMBER 395. Current Log-Posterior: 389256 Step Size: 1603.37523 Smoothing Hyper-parameters: 0.454292 0.397844 0.377165 0.253364 0.292608 0.392354 Expected Total MS Cnt: 27326 Backgound Scale: 7.66964. ITERATION NUMBER 396. Current Log-Posterior: 388459 Step Size: -797.1045833 Smoothing Hyper-parameters: 0.456644 0.465900 0.393324 0.260663 0.194357 0.140373 Expected Total MS Cnt: 27532.4 Backgound Scale: 7.69527. ITERATION NUMBER 397. Current Log-Posterior: 388222 Step Size: -237.6894728 Smoothing Hyper-parameters: 0.399316 0.432048 0.466170 0.238770 0.209841 0.284492 Expected Total MS Cnt: 27734.3 Backgound Scale: 7.60901. ITERATION NUMBER 398. Current Log-Posterior: 389202 Step Size: 980.768173 Smoothing Hyper-parameters: 0.449522 0.438197 0.331423 0.239083 0.209714 0.143686 Expected Total MS Cnt: 28052.8 Backgound Scale: 7.59791. ITERATION NUMBER 399. Current Log-Posterior: 388460 Step Size: -742.5012272 Smoothing Hyper-parameters: 0.409479 0.508894 0.352374 0.286881 0.264029 0.241436 Expected Total MS Cnt: 28164.9 Backgound Scale: 7.57108. ITERATION NUMBER 400. Current Log-Posterior: 388926 Step Size: 466.4660956 Smoothing Hyper-parameters: 0.478422 0.451470 0.354895 0.230115 0.140998 0.069536 Expected Total MS Cnt: 28117.5 Backgound Scale: 7.59437. ITERATION NUMBER 401. Current Log-Posterior: 388000 Step Size: -926.1794546 Smoothing Hyper-parameters: 0.403072 0.443576 0.301497 0.355452 0.125992 0.194326 Expected Total MS Cnt: 27942.5 Backgound Scale: 7.56181. ITERATION NUMBER 402. Current Log-Posterior: 389413 Step Size: 1413.316352 Smoothing Hyper-parameters: 0.409041 0.478825 0.426118 0.300359 0.181966 0.174041 Expected Total MS Cnt: 28209.6 Backgound Scale: 7.58419. ITERATION NUMBER 403. Current Log-Posterior: 388879 Step Size: -534.2308088 Smoothing Hyper-parameters: 0.470558 0.376066 0.395090 0.297129 0.307729 0.202849 Expected Total MS Cnt: 28256.9 Backgound Scale: 7.58483. ITERATION NUMBER 404. Current Log-Posterior: 388216 Step Size: -663.4987318 Smoothing Hyper-parameters: 0.413506 0.400506 0.428864 0.293519 0.218160 0.223676 Expected Total MS Cnt: 27698.3 Backgound Scale: 7.57848. ITERATION NUMBER 405. Current Log-Posterior: 389224 Step Size: 1008.291191 Smoothing Hyper-parameters: 0.408601 0.412391 0.499748 0.184313 0.140249 0.166719 Expected Total MS Cnt: 27657.9 Backgound Scale: 7.60918. ITERATION NUMBER 406. Current Log-Posterior: 389206 Step Size: -17.77118636 Smoothing Hyper-parameters: 0.442562 0.419258 0.396029 0.277961 0.291148 0.161978 Expected Total MS Cnt: 27930.5 Backgound Scale: 7.63186. ITERATION NUMBER 407. Current Log-Posterior: 388550 Step Size: -656.0959391 Smoothing Hyper-parameters: 0.536272 0.404506 0.377331 0.282359 0.103807 0.372621 Expected Total MS Cnt: 27409.2 Backgound Scale: 7.66218. ITERATION NUMBER 408. Current Log-Posterior: 387289 Step Size: -1260.971807 Smoothing Hyper-parameters: 0.431736 0.436207 0.285397 0.212292 0.157136 0.181548 Expected Total MS Cnt: 27415 Backgound Scale: 7.56813. ITERATION NUMBER 409. Current Log-Posterior: 388918 Step Size: 1629.046703 Smoothing Hyper-parameters: 0.397013 0.411735 0.369911 0.232385 0.171269 0.239019 Expected Total MS Cnt: 27869.5 Backgound Scale: 7.57917. ITERATION NUMBER 410. Current Log-Posterior: 389585 Step Size: 666.459748 Smoothing Hyper-parameters: 0.393464 0.396449 0.347909 0.273929 0.345557 0.228849 Expected Total MS Cnt: 27890.3 Backgound Scale: 7.63406. ITERATION NUMBER 411. Current Log-Posterior: 389701 Step Size: 116.3054023 Smoothing Hyper-parameters: 0.429945 0.361710 0.337858 0.300311 0.385890 0.185192 Expected Total MS Cnt: 27691.2 Backgound Scale: 7.63941. ITERATION NUMBER 412. Current Log-Posterior: 389202 Step Size: -499.1924605 Smoothing Hyper-parameters: 0.453762 0.323096 0.368338 0.238100 0.187433 0.152373 Expected Total MS Cnt: 27892.4 Backgound Scale: 7.66948. ITERATION NUMBER 413. Current Log-Posterior: 389106 Step Size: -96.13509998 Smoothing Hyper-parameters: 0.400876 0.465331 0.334418 0.253674 0.171625 0.116421 Expected Total MS Cnt: 27517.5 Backgound Scale: 7.60399. ITERATION NUMBER 414. Current Log-Posterior: 389311 Step Size: 205.5944043 Smoothing Hyper-parameters: 0.417681 0.406204 0.329154 0.230002 0.229217 0.157636 Expected Total MS Cnt: 27734.6 Backgound Scale: 7.61346. ITERATION NUMBER 415. Current Log-Posterior: 389142 Step Size: -169.5454195 Smoothing Hyper-parameters: 0.422376 0.434974 0.382808 0.308734 0.124814 0.112618 Expected Total MS Cnt: 27737.2 Backgound Scale: 7.59722. ITERATION NUMBER 416. Current Log-Posterior: 388734 Step Size: -407.4248751 Smoothing Hyper-parameters: 0.484221 0.416996 0.300343 0.283008 0.233791 0.106611 Expected Total MS Cnt: 27747.1 Backgound Scale: 7.62122. ITERATION NUMBER 417. Current Log-Posterior: 388056 Step Size: -678.5099242 Smoothing Hyper-parameters: 0.525550 0.334844 0.316567 0.271184 0.193328 0.340854 Expected Total MS Cnt: 27581.3 Backgound Scale: 7.65143. ITERATION NUMBER 418. Current Log-Posterior: 387851 Step Size: -204.7233613 Smoothing Hyper-parameters: 0.483512 0.392445 0.264603 0.328718 0.206971 0.275341 Expected Total MS Cnt: 27713.3 Backgound Scale: 7.66865. ITERATION NUMBER 419. Current Log-Posterior: 388248 Step Size: 397.3740284 Smoothing Hyper-parameters: 0.480676 0.395798 0.356031 0.191480 0.136376 0.208281 Expected Total MS Cnt: 27356.1 Backgound Scale: 7.61268. ITERATION NUMBER 420. Current Log-Posterior: 388248 Step Size: -0.172208579 Smoothing Hyper-parameters: 0.582352 0.348169 0.383904 0.326648 0.208608 0.109399 Expected Total MS Cnt: 27361.7 Backgound Scale: 7.67541. ITERATION NUMBER 421. Current Log-Posterior: 386985 Step Size: -1263.563212 Smoothing Hyper-parameters: 0.585625 0.379916 0.341156 0.329745 0.243304 0.165111 Expected Total MS Cnt: 27177.2 Backgound Scale: 7.73197. ITERATION NUMBER 422. Current Log-Posterior: 386865 Step Size: -119.9731858 Smoothing Hyper-parameters: 0.410629 0.400336 0.351490 0.288300 0.149367 0.228383 Expected Total MS Cnt: 26985 Backgound Scale: 7.69708. ITERATION NUMBER 423. Current Log-Posterior: 389385 Step Size: 2520.151304 Smoothing Hyper-parameters: 0.417321 0.500918 0.341217 0.145183 0.225630 0.202502 Expected Total MS Cnt: 27015.3 Backgound Scale: 7.68226. ITERATION NUMBER 424. Current Log-Posterior: 389016 Step Size: -368.4875178 Smoothing Hyper-parameters: 0.426325 0.328982 0.442759 0.200609 0.149363 0.279342 Expected Total MS Cnt: 27110.3 Backgound Scale: 7.72577. ITERATION NUMBER 425. Current Log-Posterior: 389406 Step Size: 390.0207738 Smoothing Hyper-parameters: 0.514007 0.505159 0.287971 0.263208 0.240962 0.245559 Expected Total MS Cnt: 26839.2 Backgound Scale: 7.72758. ITERATION NUMBER 426. Current Log-Posterior: 387230 Step Size: -2176.931673 Smoothing Hyper-parameters: 0.411230 0.460944 0.315335 0.194404 0.199856 0.252488 Expected Total MS Cnt: 26735.9 Backgound Scale: 7.78745. ITERATION NUMBER 427. Current Log-Posterior: 389225 Step Size: 1995.0417 Smoothing Hyper-parameters: 0.439894 0.421082 0.343496 0.239557 0.220408 0.172764 Expected Total MS Cnt: 26902.9 Backgound Scale: 7.72538. ITERATION NUMBER 428. Current Log-Posterior: 388779 Step Size: -445.1108788 Smoothing Hyper-parameters: 0.405829 0.327151 0.329174 0.282867 0.185026 0.148688 Expected Total MS Cnt: 27014.6 Backgound Scale: 7.69519. ITERATION NUMBER 429. Current Log-Posterior: 389893 Step Size: 1113.074268 Smoothing Hyper-parameters: 0.516964 0.462837 0.284366 0.173189 0.219164 0.317813 Expected Total MS Cnt: 26975 Backgound Scale: 7.66428. ITERATION NUMBER 430. Current Log-Posterior: 387472 Step Size: -2420.572176 Smoothing Hyper-parameters: 0.438714 0.439639 0.270932 0.343998 0.218983 0.238916 Expected Total MS Cnt: 26968.2 Backgound Scale: 7.69152. ITERATION NUMBER 431. Current Log-Posterior: 388670 Step Size: 1198.424696 Smoothing Hyper-parameters: 0.470638 0.361430 0.364860 0.362021 0.122942 0.139632 Expected Total MS Cnt: 27019.3 Backgound Scale: 7.71585. ITERATION NUMBER 432. Current Log-Posterior: 388406 Step Size: -264.2256558 Smoothing Hyper-parameters: 0.490600 0.330994 0.326065 0.234263 0.259245 0.311969 Expected Total MS Cnt: 27369.9 Backgound Scale: 7.69255. ITERATION NUMBER 433. Current Log-Posterior: 388420 Step Size: 13.97136537 Smoothing Hyper-parameters: 0.385760 0.481076 0.320865 0.316159 0.126019 0.218187 Expected Total MS Cnt: 27303.5 Backgound Scale: 7.68991. ITERATION NUMBER 434. Current Log-Posterior: 389460 Step Size: 1039.462506 Smoothing Hyper-parameters: 0.479550 0.414256 0.303196 0.337764 0.194426 0.125685 Expected Total MS Cnt: 27264.5 Backgound Scale: 7.71875. ITERATION NUMBER 435. Current Log-Posterior: 388079 Step Size: -1380.81235 Smoothing Hyper-parameters: 0.397777 0.529834 0.315080 0.172865 0.267149 0.161068 Expected Total MS Cnt: 27196.7 Backgound Scale: 7.65609. ITERATION NUMBER 436. Current Log-Posterior: 389090 Step Size: 1011.517012 Smoothing Hyper-parameters: 0.431484 0.375693 0.239612 0.199617 0.114074 0.180423 Expected Total MS Cnt: 27009.6 Backgound Scale: 7.67666. ITERATION NUMBER 437. Current Log-Posterior: 389429 Step Size: 338.6160063 Smoothing Hyper-parameters: 0.487164 0.398149 0.412987 0.219296 0.190472 0.255933 Expected Total MS Cnt: 27311.2 Backgound Scale: 7.67726. ITERATION NUMBER 438. Current Log-Posterior: 388064 Step Size: -1365.118942 Smoothing Hyper-parameters: 0.419600 0.438433 0.292344 0.216330 0.178775 0.226582 Expected Total MS Cnt: 27529.8 Backgound Scale: 7.68626. ITERATION NUMBER 439. Current Log-Posterior: 389168 Step Size: 1103.831781 Smoothing Hyper-parameters: 0.454552 0.450059 0.386251 0.195836 0.135624 0.147391 Expected Total MS Cnt: 27534.1 Backgound Scale: 7.65478. ITERATION NUMBER 440. Current Log-Posterior: 388376 Step Size: -791.9320491 Smoothing Hyper-parameters: 0.379580 0.392620 0.350353 0.282132 0.209607 0.117768 Expected Total MS Cnt: 27297.5 Backgound Scale: 7.68783. ITERATION NUMBER 441. Current Log-Posterior: 389965 Step Size: 1589.170476 Smoothing Hyper-parameters: 0.476964 0.381442 0.310607 0.194345 0.229931 0.184746 Expected Total MS Cnt: 27385.7 Backgound Scale: 7.64451. ITERATION NUMBER 442. Current Log-Posterior: 388289 Step Size: -1676.036701 Smoothing Hyper-parameters: 0.449423 0.435755 0.426344 0.208871 0.142278 0.279894 Expected Total MS Cnt: 27679.3 Backgound Scale: 7.693. ITERATION NUMBER 443. Current Log-Posterior: 388382 Step Size: 92.99367167 Smoothing Hyper-parameters: 0.483540 0.473014 0.293345 0.402126 0.255212 0.216672 Expected Total MS Cnt: 27521.8 Backgound Scale: 7.69854. ITERATION NUMBER 444. Current Log-Posterior: 387910 Step Size: -471.3650454 Smoothing Hyper-parameters: 0.513293 0.334084 0.408821 0.337835 0.256839 0.175852 Expected Total MS Cnt: 27980.5 Backgound Scale: 7.64394. ITERATION NUMBER 445. Current Log-Posterior: 388074 Step Size: 163.1026943 Smoothing Hyper-parameters: 0.473579 0.424990 0.421839 0.266242 0.187077 0.283494 Expected Total MS Cnt: 27748.1 Backgound Scale: 7.53648. ITERATION NUMBER 446. Current Log-Posterior: 387925 Step Size: -148.0594385 Smoothing Hyper-parameters: 0.492051 0.465622 0.393641 0.324497 0.178340 0.187943 Expected Total MS Cnt: 27840.1 Backgound Scale: 7.66378. ITERATION NUMBER 447. Current Log-Posterior: 387633 Step Size: -292.3495851 Smoothing Hyper-parameters: 0.501135 0.492931 0.395948 0.292175 0.233155 0.164981 Expected Total MS Cnt: 27945.6 Backgound Scale: 7.63941. ITERATION NUMBER 448. Current Log-Posterior: 387483 Step Size: -150.5174229 Smoothing Hyper-parameters: 0.483048 0.382227 0.393672 0.316483 0.188699 0.199668 Expected Total MS Cnt: 28073.5 Backgound Scale: 7.54558. ITERATION NUMBER 449. Current Log-Posterior: 388023 Step Size: 540.4435582 Smoothing Hyper-parameters: 0.506644 0.365703 0.405003 0.302175 0.367018 0.095323 Expected Total MS Cnt: 28176.6 Backgound Scale: 7.53184. ITERATION NUMBER 450. Current Log-Posterior: 387940 Step Size: -82.95256772 Smoothing Hyper-parameters: 0.420856 0.438339 0.352392 0.375725 0.234145 0.181271 Expected Total MS Cnt: 28117.4 Backgound Scale: 7.58211. ITERATION NUMBER 451. Current Log-Posterior: 388888 Step Size: 947.6116775 Smoothing Hyper-parameters: 0.424371 0.558339 0.307597 0.225001 0.224593 0.163117 Expected Total MS Cnt: 28067.5 Backgound Scale: 7.57104. ITERATION NUMBER 452. Current Log-Posterior: 388483 Step Size: -404.7350321 Smoothing Hyper-parameters: 0.460381 0.425721 0.436107 0.346237 0.213028 0.227550 Expected Total MS Cnt: 27968.8 Backgound Scale: 7.60204. ITERATION NUMBER 453. Current Log-Posterior: 388287 Step Size: -196.4089079 Smoothing Hyper-parameters: 0.454650 0.359947 0.488945 0.214457 0.242859 0.126979 Expected Total MS Cnt: 28278.8 Backgound Scale: 7.54318. ITERATION NUMBER 454. Current Log-Posterior: 388611 Step Size: 324.5683504 Smoothing Hyper-parameters: 0.429245 0.443264 0.413958 0.260222 0.174069 0.152634 Expected Total MS Cnt: 28436.6 Backgound Scale: 7.53311. ITERATION NUMBER 455. Current Log-Posterior: 388774 Step Size: 162.4600127 Smoothing Hyper-parameters: 0.428930 0.327563 0.312484 0.294708 0.246840 0.216143 Expected Total MS Cnt: 28723.3 Backgound Scale: 7.48224. ITERATION NUMBER 456. Current Log-Posterior: 389523 Step Size: 749.4884758 Smoothing Hyper-parameters: 0.450592 0.390164 0.402437 0.197031 0.217879 0.229019 Expected Total MS Cnt: 28627.7 Backgound Scale: 7.5386. ITERATION NUMBER 457. Current Log-Posterior: 388715 Step Size: -808.1771129 Smoothing Hyper-parameters: 0.461371 0.430876 0.364274 0.272015 0.161884 0.298235 Expected Total MS Cnt: 28521.8 Backgound Scale: 7.53651. ITERATION NUMBER 458. Current Log-Posterior: 388345 Step Size: -369.9561295 Smoothing Hyper-parameters: 0.462688 0.391470 0.363709 0.364592 0.297066 0.258996 Expected Total MS Cnt: 28333.9 Backgound Scale: 7.55218. ITERATION NUMBER 459. Current Log-Posterior: 388399 Step Size: 53.69272419 Smoothing Hyper-parameters: 0.439738 0.411696 0.474290 0.270958 0.199437 0.168928 Expected Total MS Cnt: 28501.5 Backgound Scale: 7.61028. ITERATION NUMBER 460. Current Log-Posterior: 388649 Step Size: 250.2245342 Smoothing Hyper-parameters: 0.461196 0.541513 0.328018 0.287315 0.246382 0.090178 Expected Total MS Cnt: 28170.2 Backgound Scale: 7.57994. ITERATION NUMBER 461. Current Log-Posterior: 387808 Step Size: -841.3060676 Smoothing Hyper-parameters: 0.475742 0.543621 0.375349 0.322204 0.121915 0.137733 Expected Total MS Cnt: 28391.7 Backgound Scale: 7.55629. ITERATION NUMBER 462. Current Log-Posterior: 387611 Step Size: -196.4470595 Smoothing Hyper-parameters: 0.427774 0.439414 0.411481 0.273994 0.206309 0.204037 Expected Total MS Cnt: 27869.3 Backgound Scale: 7.61785. ITERATION NUMBER 463. Current Log-Posterior: 388718 Step Size: 1106.768161 Smoothing Hyper-parameters: 0.379883 0.351540 0.342194 0.319977 0.129972 0.161282 Expected Total MS Cnt: 27975.2 Backgound Scale: 7.59472. ITERATION NUMBER 464. Current Log-Posterior: 390139 Step Size: 1420.972525 Smoothing Hyper-parameters: 0.414446 0.425880 0.415056 0.183042 0.121106 0.203583 Expected Total MS Cnt: 28021.6 Backgound Scale: 7.61336. ITERATION NUMBER 465. Current Log-Posterior: 389169 Step Size: -969.3975867 Smoothing Hyper-parameters: 0.411348 0.450922 0.466779 0.288690 0.247188 0.249089 Expected Total MS Cnt: 27986.7 Backgound Scale: 7.60995. ITERATION NUMBER 466. Current Log-Posterior: 389102 Step Size: -67.70684439 Smoothing Hyper-parameters: 0.426038 0.392415 0.355829 0.324408 0.278063 0.227370 Expected Total MS Cnt: 27768.9 Backgound Scale: 7.62761. ITERATION NUMBER 467. Current Log-Posterior: 389046 Step Size: -55.95255035 Smoothing Hyper-parameters: 0.383219 0.386950 0.344754 0.233848 0.253470 0.114412 Expected Total MS Cnt: 27689.2 Backgound Scale: 7.63597. ITERATION NUMBER 468. Current Log-Posterior: 389823 Step Size: 777.2164175 Smoothing Hyper-parameters: 0.477369 0.385121 0.365054 0.297319 0.171925 0.196372 Expected Total MS Cnt: 27828.1 Backgound Scale: 7.68407. ITERATION NUMBER 469. Current Log-Posterior: 388121 Step Size: -1702.006968 Smoothing Hyper-parameters: 0.476876 0.416811 0.359523 0.250503 0.259395 0.189619 Expected Total MS Cnt: 27718.3 Backgound Scale: 7.63854. ITERATION NUMBER 470. Current Log-Posterior: 387984 Step Size: -136.700854 Smoothing Hyper-parameters: 0.388059 0.387410 0.367174 0.270781 0.214227 0.180379 Expected Total MS Cnt: 27647.1 Backgound Scale: 7.68997. ITERATION NUMBER 471. Current Log-Posterior: 389644 Step Size: 1660.120495 Smoothing Hyper-parameters: 0.425772 0.526425 0.359207 0.330435 0.101000 0.157511 Expected Total MS Cnt: 27537.6 Backgound Scale: 7.65355. ITERATION NUMBER 472. Current Log-Posterior: 388422 Step Size: -1222.917093 Smoothing Hyper-parameters: 0.410119 0.424307 0.389911 0.333211 0.243604 0.081373 Expected Total MS Cnt: 27525.1 Backgound Scale: 7.64482. ITERATION NUMBER 473. Current Log-Posterior: 389005 Step Size: 583.112152 Smoothing Hyper-parameters: 0.443005 0.551325 0.352285 0.283813 0.246165 0.177240 Expected Total MS Cnt: 27613 Backgound Scale: 7.56858. ITERATION NUMBER 474. Current Log-Posterior: 388188 Step Size: -816.9697368 Smoothing Hyper-parameters: 0.437140 0.428293 0.388861 0.302056 0.203944 0.218761 Expected Total MS Cnt: 27307.4 Backgound Scale: 7.65857. ITERATION NUMBER 475. Current Log-Posterior: 388610 Step Size: 422.8452003 Smoothing Hyper-parameters: 0.444974 0.507590 0.335385 0.207530 0.360618 0.163987 Expected Total MS Cnt: 27275.3 Backgound Scale: 7.65467. ITERATION NUMBER 476. Current Log-Posterior: 388300 Step Size: -310.3736665 Smoothing Hyper-parameters: 0.412885 0.445290 0.387115 0.312452 0.240212 0.377000 Expected Total MS Cnt: 27105 Backgound Scale: 7.64603. ITERATION NUMBER 477. Current Log-Posterior: 389031 Step Size: 730.8717354 Smoothing Hyper-parameters: 0.421208 0.407948 0.346080 0.252046 0.160279 0.183590 Expected Total MS Cnt: 27843.9 Backgound Scale: 7.6606. ITERATION NUMBER 478. Current Log-Posterior: 388922 Step Size: -108.6006501 Smoothing Hyper-parameters: 0.404564 0.352991 0.376172 0.218623 0.208099 0.206523 Expected Total MS Cnt: 27919.1 Backgound Scale: 7.60435. ITERATION NUMBER 479. Current Log-Posterior: 389734 Step Size: 811.8822091 Smoothing Hyper-parameters: 0.382505 0.342420 0.371767 0.228740 0.221318 0.166750 Expected Total MS Cnt: 27737.7 Backgound Scale: 7.61104. ITERATION NUMBER 480. Current Log-Posterior: 390095 Step Size: 360.4193076 Smoothing Hyper-parameters: 0.424950 0.377791 0.326910 0.335472 0.203201 0.153961 Expected Total MS Cnt: 27873.2 Backgound Scale: 7.64507. ITERATION NUMBER 481. Current Log-Posterior: 389297 Step Size: -797.8799369 Smoothing Hyper-parameters: 0.423773 0.432502 0.348387 0.292456 0.203347 0.230966 Expected Total MS Cnt: 27608.1 Backgound Scale: 7.68359. ITERATION NUMBER 482. Current Log-Posterior: 388917 Step Size: -379.5631522 Smoothing Hyper-parameters: 0.436867 0.428903 0.372675 0.369111 0.209682 0.243457 Expected Total MS Cnt: 27355.3 Backgound Scale: 7.68783. ITERATION NUMBER 483. Current Log-Posterior: 388568 Step Size: -349.3535813 Smoothing Hyper-parameters: 0.341932 0.428494 0.309241 0.249856 0.244731 0.246563 Expected Total MS Cnt: 27164.2 Backgound Scale: 7.70958. ITERATION NUMBER 484. Current Log-Posterior: 390781 Step Size: 2212.886562 Smoothing Hyper-parameters: 0.465659 0.399539 0.319504 0.227333 0.161194 0.195506 Expected Total MS Cnt: 27261.9 Backgound Scale: 7.64405. ITERATION NUMBER 485. Current Log-Posterior: 388383 Step Size: -2397.493375 Smoothing Hyper-parameters: 0.370674 0.482832 0.282585 0.341430 0.260084 0.238178 Expected Total MS Cnt: 27325.7 Backgound Scale: 7.67449. ITERATION NUMBER 486. Current Log-Posterior: 389911 Step Size: 1527.731661 Smoothing Hyper-parameters: 0.450678 0.441283 0.310065 0.320906 0.180366 0.273433 Expected Total MS Cnt: 27783 Backgound Scale: 7.67003. ITERATION NUMBER 487. Current Log-Posterior: 388325 Step Size: -1586.214551 Smoothing Hyper-parameters: 0.459772 0.474675 0.449158 0.257528 0.134436 0.165451 Expected Total MS Cnt: 27588.2 Backgound Scale: 7.64378. ITERATION NUMBER 488. Current Log-Posterior: 388039 Step Size: -286.028284 Smoothing Hyper-parameters: 0.455236 0.443683 0.325914 0.253109 0.245790 0.155568 Expected Total MS Cnt: 27437.8 Backgound Scale: 7.63298. ITERATION NUMBER 489. Current Log-Posterior: 388398 Step Size: 359.3038183 Smoothing Hyper-parameters: 0.376848 0.463960 0.348172 0.250270 0.291824 0.293480 Expected Total MS Cnt: 27454.9 Backgound Scale: 7.65753. ITERATION NUMBER 490. Current Log-Posterior: 389564 Step Size: 1165.580351 Smoothing Hyper-parameters: 0.441089 0.358953 0.449738 0.258829 0.280895 0.382665 Expected Total MS Cnt: 27416.8 Backgound Scale: 7.65262. ITERATION NUMBER 491. Current Log-Posterior: 388779 Step Size: -784.5267197 Smoothing Hyper-parameters: 0.399092 0.496764 0.400058 0.285755 0.262317 0.154952 Expected Total MS Cnt: 27521.8 Backgound Scale: 7.661. ITERATION NUMBER 492. Current Log-Posterior: 388997 Step Size: 218.0631933 Smoothing Hyper-parameters: 0.405974 0.458562 0.421132 0.229449 0.180251 0.383548 Expected Total MS Cnt: 27460.2 Backgound Scale: 7.6621. ITERATION NUMBER 493. Current Log-Posterior: 388995 Step Size: -2.2168731 Smoothing Hyper-parameters: 0.440287 0.361898 0.493356 0.194085 0.178488 0.322283 Expected Total MS Cnt: 27625.8 Backgound Scale: 7.67008. ITERATION NUMBER 494. Current Log-Posterior: 388842 Step Size: -152.9258218 Smoothing Hyper-parameters: 0.375957 0.442024 0.368762 0.257179 0.154279 0.236746 Expected Total MS Cnt: 27334.7 Backgound Scale: 7.65171. ITERATION NUMBER 495. Current Log-Posterior: 389862 Step Size: 1020.410264 Smoothing Hyper-parameters: 0.389479 0.438757 0.442191 0.271406 0.266745 0.275789 Expected Total MS Cnt: 27321.4 Backgound Scale: 7.60203. ITERATION NUMBER 496. Current Log-Posterior: 389508 Step Size: -354.6120274 Smoothing Hyper-parameters: 0.447436 0.458480 0.326196 0.225732 0.321424 0.122112 Expected Total MS Cnt: 27515.5 Backgound Scale: 7.68828. ITERATION NUMBER 497. Current Log-Posterior: 388454 Step Size: -1053.359876 Smoothing Hyper-parameters: 0.511660 0.355716 0.393254 0.229219 0.159681 0.162385 Expected Total MS Cnt: 27242.1 Backgound Scale: 7.67697. ITERATION NUMBER 498. Current Log-Posterior: 387842 Step Size: -612.7477822 Smoothing Hyper-parameters: 0.474871 0.290583 0.253794 0.226398 0.358460 0.259935 Expected Total MS Cnt: 27008 Backgound Scale: 7.71819. ITERATION NUMBER 499. Current Log-Posterior: 389174 Step Size: 1332.065796 Smoothing Hyper-parameters: 0.481870 0.409202 0.330472 0.223706 0.158765 0.211768 Expected Total MS Cnt: 26781 Backgound Scale: 7.69303. ITERATION NUMBER 500. Current Log-Posterior: 388108 Step Size: -1065.996492 Smoothing Hyper-parameters: 0.350418 0.513504 0.397203 0.266067 0.214524 0.227490 Expected Total MS Cnt: 27055.9 Backgound Scale: 7.70527. ITERATION NUMBER 501. Current Log-Posterior: 390190 Step Size: 2082.612758 Smoothing Hyper-parameters: 0.455422 0.430651 0.368086 0.341228 0.173100 0.180080 Expected Total MS Cnt: 27520.4 Backgound Scale: 7.71148. ITERATION NUMBER 502. Current Log-Posterior: 388340 Step Size: -1850.414396 Smoothing Hyper-parameters: 0.412713 0.373990 0.420894 0.283098 0.182479 0.178395 Expected Total MS Cnt: 27173 Backgound Scale: 7.66893. ITERATION NUMBER 503. Current Log-Posterior: 389365 Step Size: 1025.396354 Smoothing Hyper-parameters: 0.418033 0.396875 0.374064 0.202551 0.246644 0.233098 Expected Total MS Cnt: 27358.1 Backgound Scale: 7.61838. ITERATION NUMBER 504. Current Log-Posterior: 389112 Step Size: -253.8790783 Smoothing Hyper-parameters: 0.319652 0.394468 0.389169 0.172735 0.182688 0.296712 Expected Total MS Cnt: 27208 Backgound Scale: 7.67404. ITERATION NUMBER 505. Current Log-Posterior: 391486 Step Size: 2374.539163 Smoothing Hyper-parameters: 0.418991 0.451266 0.346283 0.287717 0.191963 0.132715 Expected Total MS Cnt: 27194.9 Backgound Scale: 7.6971. ITERATION NUMBER 506. Current Log-Posterior: 389134 Step Size: -2351.67875 Smoothing Hyper-parameters: 0.424915 0.426057 0.293988 0.359863 0.173497 0.151790 Expected Total MS Cnt: 27067.8 Backgound Scale: 7.69009. ITERATION NUMBER 507. Current Log-Posterior: 389069 Step Size: -65.67479152 Smoothing Hyper-parameters: 0.410177 0.536208 0.321380 0.229755 0.199271 0.159602 Expected Total MS Cnt: 27230.4 Backgound Scale: 7.68674. ITERATION NUMBER 508. Current Log-Posterior: 389054 Step Size: -15.04455358 Smoothing Hyper-parameters: 0.379618 0.456978 0.279892 0.236403 0.134778 0.137234 Expected Total MS Cnt: 27199.5 Backgound Scale: 7.71808. ITERATION NUMBER 509. Current Log-Posterior: 389869 Step Size: 815.3906195 Smoothing Hyper-parameters: 0.406661 0.356019 0.384259 0.216425 0.195249 0.183453 Expected Total MS Cnt: 27284 Backgound Scale: 7.69999. ITERATION NUMBER 510. Current Log-Posterior: 389701 Step Size: -168.2583724 Smoothing Hyper-parameters: 0.459116 0.359087 0.388429 0.240327 0.284557 0.200553 Expected Total MS Cnt: 27293.2 Backgound Scale: 7.59307. ITERATION NUMBER 511. Current Log-Posterior: 388581 Step Size: -1119.847285 Smoothing Hyper-parameters: 0.496465 0.377490 0.410854 0.171845 0.202541 0.173105 Expected Total MS Cnt: 27646.3 Backgound Scale: 7.63187. ITERATION NUMBER 512. Current Log-Posterior: 387976 Step Size: -604.7375941 Smoothing Hyper-parameters: 0.395950 0.325044 0.252439 0.315281 0.208751 0.295077 Expected Total MS Cnt: 27769.9 Backgound Scale: 7.62287. ITERATION NUMBER 513. Current Log-Posterior: 390207 Step Size: 2231.237409 Smoothing Hyper-parameters: 0.417078 0.385239 0.455802 0.248114 0.211711 0.066750 Expected Total MS Cnt: 27704.9 Backgound Scale: 7.64474. ITERATION NUMBER 514. Current Log-Posterior: 389101 Step Size: -1106.189219 Smoothing Hyper-parameters: 0.418142 0.376152 0.334422 0.163878 0.191324 0.207131 Expected Total MS Cnt: 27566.5 Backgound Scale: 7.63519. ITERATION NUMBER 515. Current Log-Posterior: 389524 Step Size: 423.1238442 Smoothing Hyper-parameters: 0.426534 0.390389 0.318781 0.321749 0.219589 0.174485 Expected Total MS Cnt: 27880.9 Backgound Scale: 7.65147. ITERATION NUMBER 516. Current Log-Posterior: 389076 Step Size: -448.0227154 Smoothing Hyper-parameters: 0.410254 0.415814 0.366513 0.290905 0.187715 0.174485 Expected Total MS Cnt: 27394.3 Backgound Scale: 7.72091. ITERATION NUMBER 517. Current Log-Posterior: 389225 Step Size: 148.1718913 Smoothing Hyper-parameters: 0.361772 0.365250 0.417123 0.206009 0.190234 0.252986 Expected Total MS Cnt: 27421.3 Backgound Scale: 7.66235. ITERATION NUMBER 518. Current Log-Posterior: 390460 Step Size: 1235.303838 Smoothing Hyper-parameters: 0.444785 0.387340 0.485939 0.325172 0.144899 0.180417 Expected Total MS Cnt: 27143.8 Backgound Scale: 7.64071. ITERATION NUMBER 519. Current Log-Posterior: 388695 Step Size: -1765.113762 Smoothing Hyper-parameters: 0.451093 0.421029 0.281101 0.295843 0.187329 0.218179 Expected Total MS Cnt: 27273.4 Backgound Scale: 7.69725. ITERATION NUMBER 520. Current Log-Posterior: 388594 Step Size: -100.325656 Smoothing Hyper-parameters: 0.476739 0.464098 0.397560 0.309694 0.187329 0.246949 Expected Total MS Cnt: 27172 Backgound Scale: 7.73883. ITERATION NUMBER 521. Current Log-Posterior: 387864 Step Size: -730.6042031 Smoothing Hyper-parameters: 0.444544 0.458166 0.415121 0.276540 0.141441 0.166755 Expected Total MS Cnt: 27335.9 Backgound Scale: 7.69338. ITERATION NUMBER 522. Current Log-Posterior: 388296 Step Size: 431.8149282 Smoothing Hyper-parameters: 0.394347 0.438897 0.322392 0.349099 0.342808 0.275070 Expected Total MS Cnt: 26995.7 Backgound Scale: 7.70265. ITERATION NUMBER 523. Current Log-Posterior: 389535 Step Size: 1239.86991 Smoothing Hyper-parameters: 0.423831 0.436684 0.445423 0.256130 0.177571 0.202461 Expected Total MS Cnt: 27009.7 Backgound Scale: 7.70345. ITERATION NUMBER 524. Current Log-Posterior: 388652 Step Size: -883.2852452 Smoothing Hyper-parameters: 0.515126 0.380857 0.327935 0.225564 0.221800 0.288774 Expected Total MS Cnt: 27104 Backgound Scale: 7.69235. ITERATION NUMBER 525. Current Log-Posterior: 387653 Step Size: -998.7750495 Smoothing Hyper-parameters: 0.391903 0.496000 0.272685 0.238346 0.298348 0.122310 Expected Total MS Cnt: 27050.6 Backgound Scale: 7.6682. ITERATION NUMBER 526. Current Log-Posterior: 389334 Step Size: 1680.424827 Smoothing Hyper-parameters: 0.460245 0.491392 0.367063 0.264252 0.292667 0.185208 Expected Total MS Cnt: 27040.4 Backgound Scale: 7.73514. ITERATION NUMBER 527. Current Log-Posterior: 388063 Step Size: -1271.302289 Smoothing Hyper-parameters: 0.528795 0.365957 0.279579 0.240864 0.271930 0.147803 Expected Total MS Cnt: 27049 Backgound Scale: 7.63372. ITERATION NUMBER 528. Current Log-Posterior: 387637 Step Size: -425.5482314 Smoothing Hyper-parameters: 0.528630 0.412263 0.349345 0.247320 0.232067 0.090688 Expected Total MS Cnt: 27328.2 Backgound Scale: 7.69215. ITERATION NUMBER 529. Current Log-Posterior: 387377 Step Size: -260.2330696 Smoothing Hyper-parameters: 0.389492 0.484500 0.347182 0.258113 0.237862 0.261155 Expected Total MS Cnt: 27568.8 Backgound Scale: 7.65384. ITERATION NUMBER 530. Current Log-Posterior: 389277 Step Size: 1900.600988 Smoothing Hyper-parameters: 0.404760 0.392777 0.292968 0.223891 0.138025 0.130177 Expected Total MS Cnt: 27146.3 Backgound Scale: 7.68236. ITERATION NUMBER 531. Current Log-Posterior: 389548 Step Size: 270.4464525 Smoothing Hyper-parameters: 0.427204 0.455556 0.276665 0.185685 0.155623 0.329939 Expected Total MS Cnt: 27113.8 Backgound Scale: 7.75581. ITERATION NUMBER 532. Current Log-Posterior: 388858 Step Size: -689.7976332 Smoothing Hyper-parameters: 0.435913 0.432689 0.360434 0.259545 0.074500 0.229427 Expected Total MS Cnt: 26959.8 Backgound Scale: 7.70273. ITERATION NUMBER 533. Current Log-Posterior: 388667 Step Size: -191.5042739 Smoothing Hyper-parameters: 0.466770 0.438727 0.310854 0.259958 0.302622 0.337704 Expected Total MS Cnt: 27246.3 Backgound Scale: 7.63283. ITERATION NUMBER 534. Current Log-Posterior: 388093 Step Size: -573.5328419 Smoothing Hyper-parameters: 0.419634 0.357536 0.332318 0.158243 0.208427 0.139362 Expected Total MS Cnt: 27618.4 Backgound Scale: 7.65186. ITERATION NUMBER 535. Current Log-Posterior: 389459 Step Size: 1366.291377 Smoothing Hyper-parameters: 0.499169 0.428773 0.343098 0.203360 0.210750 0.124070 Expected Total MS Cnt: 27393.2 Backgound Scale: 7.66985. ITERATION NUMBER 536. Current Log-Posterior: 387692 Step Size: -1767.309641 Smoothing Hyper-parameters: 0.432594 0.455109 0.375040 0.275593 0.212097 0.312067 Expected Total MS Cnt: 27455.5 Backgound Scale: 7.70514. ITERATION NUMBER 537. Current Log-Posterior: 388663 Step Size: 971.0097669 Smoothing Hyper-parameters: 0.476581 0.499918 0.316180 0.333432 0.164328 0.248727 Expected Total MS Cnt: 27485.5 Backgound Scale: 7.67994. ITERATION NUMBER 538. Current Log-Posterior: 387807 Step Size: -855.5254852 Smoothing Hyper-parameters: 0.498198 0.433280 0.374464 0.287226 0.228197 0.143202 Expected Total MS Cnt: 27388.2 Backgound Scale: 7.65313. ITERATION NUMBER 539. Current Log-Posterior: 387758 Step Size: -49.6798296 Smoothing Hyper-parameters: 0.488124 0.462748 0.373024 0.335437 0.151925 0.348151 Expected Total MS Cnt: 27477.5 Backgound Scale: 7.66555. ITERATION NUMBER 540. Current Log-Posterior: 387686 Step Size: -72.14779028 Smoothing Hyper-parameters: 0.522613 0.409901 0.386487 0.269362 0.268916 0.254167 Expected Total MS Cnt: 27225.8 Backgound Scale: 7.62523. ITERATION NUMBER 541. Current Log-Posterior: 387315 Step Size: -370.2541098 Smoothing Hyper-parameters: 0.529468 0.413536 0.433873 0.281150 0.314502 0.259488 Expected Total MS Cnt: 27297.6 Backgound Scale: 7.6595. ITERATION NUMBER 542. Current Log-Posterior: 387313 Step Size: -2.862999498 Smoothing Hyper-parameters: 0.502602 0.383954 0.389554 0.367540 0.254214 0.189330 Expected Total MS Cnt: 27167.5 Backgound Scale: 7.63966. ITERATION NUMBER 543. Current Log-Posterior: 387773 Step Size: 460.0686649 Smoothing Hyper-parameters: 0.367811 0.432199 0.452017 0.250989 0.216151 0.177399 Expected Total MS Cnt: 27333.6 Backgound Scale: 7.67387. ITERATION NUMBER 544. Current Log-Posterior: 389908 Step Size: 2135.546981 Smoothing Hyper-parameters: 0.430031 0.483468 0.313869 0.267309 0.178740 0.115991 Expected Total MS Cnt: 27512.1 Backgound Scale: 7.62393. ITERATION NUMBER 545. Current Log-Posterior: 388704 Step Size: -1204.280099 Smoothing Hyper-parameters: 0.453852 0.452519 0.465577 0.177077 0.254771 0.261271 Expected Total MS Cnt: 27386.9 Backgound Scale: 7.69944. ITERATION NUMBER 546. Current Log-Posterior: 388108 Step Size: -596.1078951 Smoothing Hyper-parameters: 0.407965 0.426467 0.400972 0.296590 0.178721 0.171771 Expected Total MS Cnt: 27458.8 Backgound Scale: 7.73336. ITERATION NUMBER 547. Current Log-Posterior: 389100 Step Size: 992.435053 Smoothing Hyper-parameters: 0.448521 0.449482 0.387080 0.246618 0.235071 0.155944 Expected Total MS Cnt: 27350.7 Backgound Scale: 7.66788. ITERATION NUMBER 548. Current Log-Posterior: 388271 Step Size: -829.4309322 Smoothing Hyper-parameters: 0.469258 0.357133 0.355831 0.206533 0.115180 0.186629 Expected Total MS Cnt: 27362.1 Backgound Scale: 7.66918. ITERATION NUMBER 549. Current Log-Posterior: 388532 Step Size: 261.0852957 Smoothing Hyper-parameters: 0.421171 0.438864 0.371948 0.301241 0.136271 0.303278 Expected Total MS Cnt: 27387.7 Backgound Scale: 7.6488. ITERATION NUMBER 550. Current Log-Posterior: 388961 Step Size: 429.3209096 Smoothing Hyper-parameters: 0.383801 0.489170 0.345902 0.301802 0.116487 0.142950 Expected Total MS Cnt: 27321.9 Backgound Scale: 7.63638. ITERATION NUMBER 551. Current Log-Posterior: 389606 Step Size: 644.6448869 Smoothing Hyper-parameters: 0.405716 0.442540 0.365847 0.354179 0.238445 0.242551 Expected Total MS Cnt: 27511.5 Backgound Scale: 7.66063. ITERATION NUMBER 552. Current Log-Posterior: 389194 Step Size: -412.166661 Smoothing Hyper-parameters: 0.418851 0.450383 0.327975 0.204667 0.101300 0.223753 Expected Total MS Cnt: 27562.7 Backgound Scale: 7.65245. ITERATION NUMBER 553. Current Log-Posterior: 388956 Step Size: -237.7680441 Smoothing Hyper-parameters: 0.386289 0.451248 0.423249 0.234799 0.280658 0.109836 Expected Total MS Cnt: 27512 Backgound Scale: 7.69704. ITERATION NUMBER 554. Current Log-Posterior: 389479 Step Size: 522.7895742 Smoothing Hyper-parameters: 0.397628 0.405567 0.337477 0.310650 0.213878 0.125046 Expected Total MS Cnt: 27379.6 Backgound Scale: 7.72593. ITERATION NUMBER 555. Current Log-Posterior: 389596 Step Size: 117.3597034 Smoothing Hyper-parameters: 0.486854 0.424888 0.346239 0.294900 0.277242 0.099741 Expected Total MS Cnt: 27357.5 Backgound Scale: 7.74403. ITERATION NUMBER 556. Current Log-Posterior: 387899 Step Size: -1697.211481 Smoothing Hyper-parameters: 0.357522 0.394123 0.408983 0.268364 0.300225 0.215845 Expected Total MS Cnt: 27380.4 Backgound Scale: 7.69495. ITERATION NUMBER 557. Current Log-Posterior: 390627 Step Size: 2728.672541 Smoothing Hyper-parameters: 0.414383 0.406038 0.444913 0.229197 0.104059 0.064481 Expected Total MS Cnt: 27580.6 Backgound Scale: 7.63619. ITERATION NUMBER 558. Current Log-Posterior: 389143 Step Size: -1484.730513 Smoothing Hyper-parameters: 0.489166 0.395967 0.372111 0.163206 0.118746 0.288616 Expected Total MS Cnt: 27494.9 Backgound Scale: 7.66562. ITERATION NUMBER 559. Current Log-Posterior: 388084 Step Size: -1058.305729 Smoothing Hyper-parameters: 0.382897 0.325800 0.452460 0.243243 0.134639 0.209594 Expected Total MS Cnt: 27557.6 Backgound Scale: 7.69228. ITERATION NUMBER 560. Current Log-Posterior: 390136 Step Size: 2051.617361 Smoothing Hyper-parameters: 0.400679 0.395524 0.369093 0.334724 0.176352 0.229436 Expected Total MS Cnt: 27439.4 Backgound Scale: 7.70817. ITERATION NUMBER 561. Current Log-Posterior: 389528 Step Size: -607.5503188 Smoothing Hyper-parameters: 0.428065 0.405640 0.366549 0.283337 0.169162 0.253546 Expected Total MS Cnt: 27335 Backgound Scale: 7.66245. ITERATION NUMBER 562. Current Log-Posterior: 388936 Step Size: -592.6198259 Smoothing Hyper-parameters: 0.373415 0.418527 0.364747 0.272829 0.166544 0.232704 Expected Total MS Cnt: 27458 Backgound Scale: 7.64135. ITERATION NUMBER 563. Current Log-Posterior: 389822 Step Size: 885.986731 Smoothing Hyper-parameters: 0.426700 0.465914 0.385785 0.269023 0.199584 0.174539 Expected Total MS Cnt: 27045.7 Backgound Scale: 7.71592. ITERATION NUMBER 564. Current Log-Posterior: 388663 Step Size: -1158.595216 Smoothing Hyper-parameters: 0.440250 0.423680 0.261884 0.243646 0.256490 0.132842 Expected Total MS Cnt: 27015.2 Backgound Scale: 7.68325. ITERATION NUMBER 565. Current Log-Posterior: 388874 Step Size: 210.2956597 Smoothing Hyper-parameters: 0.379863 0.469354 0.330709 0.237519 0.147472 0.217596 Expected Total MS Cnt: 27274.4 Backgound Scale: 7.67689. ITERATION NUMBER 566. Current Log-Posterior: 389734 Step Size: 860.6525683 Smoothing Hyper-parameters: 0.485675 0.438752 0.348781 0.176490 0.234924 0.222352 Expected Total MS Cnt: 27361.1 Backgound Scale: 7.66493. ITERATION NUMBER 567. Current Log-Posterior: 387853 Step Size: -1881.683229 Smoothing Hyper-parameters: 0.551100 0.365697 0.244153 0.254250 0.102009 0.292963 Expected Total MS Cnt: 27666.4 Backgound Scale: 7.62007. ITERATION NUMBER 568. Current Log-Posterior: 387594 Step Size: -258.8916541 Smoothing Hyper-parameters: 0.425938 0.496713 0.356854 0.352559 0.239148 0.310709 Expected Total MS Cnt: 27287.6 Backgound Scale: 7.68781. ITERATION NUMBER 569. Current Log-Posterior: 388450 Step Size: 855.9392011 Smoothing Hyper-parameters: 0.390374 0.387241 0.413242 0.262067 0.210651 0.092864 Expected Total MS Cnt: 27113.2 Backgound Scale: 7.67263. ITERATION NUMBER 570. Current Log-Posterior: 389648 Step Size: 1198.099594 Smoothing Hyper-parameters: 0.416060 0.365187 0.189457 0.227384 0.230818 0.131532 Expected Total MS Cnt: 27264.4 Backgound Scale: 7.68021. ITERATION NUMBER 571. Current Log-Posterior: 389887 Step Size: 239.7565224 Smoothing Hyper-parameters: 0.395226 0.398834 0.285197 0.298918 0.184393 0.183462 Expected Total MS Cnt: 27246.6 Backgound Scale: 7.65583. ITERATION NUMBER 572. Current Log-Posterior: 389817 Step Size: -70.67029245 Smoothing Hyper-parameters: 0.420178 0.435520 0.377214 0.228087 0.141383 0.192205 Expected Total MS Cnt: 27624.4 Backgound Scale: 7.65925. ITERATION NUMBER 573. Current Log-Posterior: 388935 Step Size: -881.7564511 Smoothing Hyper-parameters: 0.426639 0.390022 0.285072 0.304043 0.199490 0.287434 Expected Total MS Cnt: 27306.8 Backgound Scale: 7.69968. ITERATION NUMBER 574. Current Log-Posterior: 389259 Step Size: 323.7302921 Smoothing Hyper-parameters: 0.481080 0.353199 0.314784 0.263492 0.106672 0.182002 Expected Total MS Cnt: 27253.6 Backgound Scale: 7.68702. ITERATION NUMBER 575. Current Log-Posterior: 388346 Step Size: -913.0230406 Smoothing Hyper-parameters: 0.391316 0.514465 0.312385 0.229329 0.146592 0.208895 Expected Total MS Cnt: 26984.8 Backgound Scale: 7.68811. ITERATION NUMBER 576. Current Log-Posterior: 389376 Step Size: 1030.521021 Smoothing Hyper-parameters: 0.523182 0.381668 0.370017 0.275433 0.201175 0.192838 Expected Total MS Cnt: 26995.9 Backgound Scale: 7.68339. ITERATION NUMBER 577. Current Log-Posterior: 387556 Step Size: -1820.43718 Smoothing Hyper-parameters: 0.433687 0.388801 0.368139 0.231701 0.203507 0.172553 Expected Total MS Cnt: 26842.2 Backgound Scale: 7.73203. ITERATION NUMBER 578. Current Log-Posterior: 388927 Step Size: 1370.82867 Smoothing Hyper-parameters: 0.431832 0.379931 0.467183 0.267677 0.229896 0.178260 Expected Total MS Cnt: 26393.5 Backgound Scale: 7.73261. ITERATION NUMBER 579. Current Log-Posterior: 388956 Step Size: 29.56401538 Smoothing Hyper-parameters: 0.460179 0.417753 0.332802 0.204278 0.267740 0.098157 Expected Total MS Cnt: 26646 Backgound Scale: 7.74878. ITERATION NUMBER 580. Current Log-Posterior: 388452 Step Size: -504.2292589 Smoothing Hyper-parameters: 0.500353 0.454290 0.313180 0.315621 0.129240 0.147476 Expected Total MS Cnt: 26441.4 Backgound Scale: 7.76206. ITERATION NUMBER 581. Current Log-Posterior: 387683 Step Size: -769.1899205 Smoothing Hyper-parameters: 0.354389 0.504163 0.285167 0.373531 0.263869 0.148703 Expected Total MS Cnt: 26568.2 Backgound Scale: 7.76433. ITERATION NUMBER 582. Current Log-Posterior: 390123 Step Size: 2439.965805 Smoothing Hyper-parameters: 0.450378 0.360950 0.286793 0.249414 0.155740 0.118622 Expected Total MS Cnt: 26847.6 Backgound Scale: 7.78151. ITERATION NUMBER 583. Current Log-Posterior: 389007 Step Size: -1115.399002 Smoothing Hyper-parameters: 0.456024 0.362901 0.288582 0.198122 0.266244 0.179643 Expected Total MS Cnt: 26603.1 Backgound Scale: 7.79114. ITERATION NUMBER 584. Current Log-Posterior: 388813 Step Size: -194.1634495 Smoothing Hyper-parameters: 0.420592 0.411651 0.274314 0.237989 0.187569 0.192547 Expected Total MS Cnt: 26265.1 Backgound Scale: 7.78249. ITERATION NUMBER 585. Current Log-Posterior: 389231 Step Size: 418.2588425 Smoothing Hyper-parameters: 0.419166 0.407432 0.328824 0.235215 0.130445 0.089036 Expected Total MS Cnt: 26458.1 Backgound Scale: 7.74338. ITERATION NUMBER 586. Current Log-Posterior: 389092 Step Size: -139.2175718 Smoothing Hyper-parameters: 0.387297 0.404925 0.278381 0.262397 0.205016 0.130110 Expected Total MS Cnt: 26928.1 Backgound Scale: 7.67413. ITERATION NUMBER 587. Current Log-Posterior: 389666 Step Size: 573.9127458 Smoothing Hyper-parameters: 0.415366 0.417793 0.295748 0.225770 0.341771 0.158719 Expected Total MS Cnt: 27308.9 Backgound Scale: 7.78955. ITERATION NUMBER 588. Current Log-Posterior: 389069 Step Size: -597.3632039 Smoothing Hyper-parameters: 0.389082 0.506404 0.303655 0.282822 0.282259 0.259589 Expected Total MS Cnt: 27106.1 Backgound Scale: 7.69659. ITERATION NUMBER 589. Current Log-Posterior: 389406 Step Size: 337.6310517 Smoothing Hyper-parameters: 0.453891 0.389758 0.342048 0.290980 0.208726 0.284959 Expected Total MS Cnt: 26972.8 Backgound Scale: 7.69321. ITERATION NUMBER 590. Current Log-Posterior: 388566 Step Size: -840.3496872 Smoothing Hyper-parameters: 0.444845 0.494565 0.282560 0.236123 0.100490 0.194178 Expected Total MS Cnt: 26958.8 Backgound Scale: 7.78684. ITERATION NUMBER 591. Current Log-Posterior: 388454 Step Size: -112.2001318 Smoothing Hyper-parameters: 0.434565 0.466126 0.311417 0.291342 0.272601 0.184747 Expected Total MS Cnt: 26887.4 Backgound Scale: 7.74139. ITERATION NUMBER 592. Current Log-Posterior: 388546 Step Size: 92.20978557 Smoothing Hyper-parameters: 0.336957 0.486753 0.322403 0.263063 0.105872 0.228309 Expected Total MS Cnt: 26890.9 Backgound Scale: 7.71181. ITERATION NUMBER 593. Current Log-Posterior: 390717 Step Size: 2171.270733 Smoothing Hyper-parameters: 0.459072 0.468815 0.254167 0.215439 0.246984 0.156423 Expected Total MS Cnt: 26778.3 Backgound Scale: 7.79081. ITERATION NUMBER 594. Current Log-Posterior: 388317 Step Size: -2400.054787 Smoothing Hyper-parameters: 0.391224 0.443892 0.344807 0.361839 0.131751 0.099122 Expected Total MS Cnt: 26890.7 Backgound Scale: 7.74717. ITERATION NUMBER 595. Current Log-Posterior: 389510 Step Size: 1192.377307 Smoothing Hyper-parameters: 0.439216 0.333305 0.349439 0.299893 0.197314 0.192093 Expected Total MS Cnt: 26951.4 Backgound Scale: 7.70835. ITERATION NUMBER 596. Current Log-Posterior: 389255 Step Size: -255.0323854 Smoothing Hyper-parameters: 0.428860 0.350206 0.322053 0.273157 0.230033 0.150868 Expected Total MS Cnt: 27179.8 Backgound Scale: 7.69958. ITERATION NUMBER 597. Current Log-Posterior: 389247 Step Size: -7.290186831 Smoothing Hyper-parameters: 0.424608 0.441775 0.332959 0.297223 0.173157 0.249765 Expected Total MS Cnt: 26924.4 Backgound Scale: 7.70251. ITERATION NUMBER 598. Current Log-Posterior: 388797 Step Size: -450.7873451 Smoothing Hyper-parameters: 0.498564 0.423430 0.383042 0.235456 0.174398 0.365058 Expected Total MS Cnt: 26720.4 Backgound Scale: 7.73916. ITERATION NUMBER 599. Current Log-Posterior: 387665 Step Size: -1132.030264 Smoothing Hyper-parameters: 0.421143 0.391229 0.339194 0.282623 0.167339 0.152243 Expected Total MS Cnt: 26631.1 Backgound Scale: 7.74969. ITERATION NUMBER 600. Current Log-Posterior: 389043 Step Size: 1378.25724 Smoothing Hyper-parameters: 0.459243 0.412357 0.408116 0.299617 0.121086 0.203626 Expected Total MS Cnt: 26636.6 Backgound Scale: 7.75528. ITERATION NUMBER 601. Current Log-Posterior: 388247 Step Size: -795.619831 Smoothing Hyper-parameters: 0.532877 0.415079 0.363186 0.372116 0.127452 0.223167 Expected Total MS Cnt: 26635.2 Backgound Scale: 7.73178. ITERATION NUMBER 602. Current Log-Posterior: 387333 Step Size: -914.3590944 Smoothing Hyper-parameters: 0.485540 0.376025 0.305637 0.296427 0.273067 0.217225 Expected Total MS Cnt: 26686.7 Backgound Scale: 7.79681. ITERATION NUMBER 603. Current Log-Posterior: 388101 Step Size: 768.0154404 Smoothing Hyper-parameters: 0.556946 0.346240 0.359433 0.194535 0.217014 0.219340 Expected Total MS Cnt: 26825.4 Backgound Scale: 7.76995. ITERATION NUMBER 604. Current Log-Posterior: 387393 Step Size: -708.0193954 Smoothing Hyper-parameters: 0.494647 0.319305 0.327060 0.296108 0.260789 0.060828 Expected Total MS Cnt: 26751.5 Backgound Scale: 7.72973. ITERATION NUMBER 605. Current Log-Posterior: 388340 Step Size: 947.659216 Smoothing Hyper-parameters: 0.530153 0.405157 0.294867 0.207635 0.172093 0.278016 Expected Total MS Cnt: 26466.8 Backgound Scale: 7.72042. ITERATION NUMBER 606. Current Log-Posterior: 387554 Step Size: -786.2212341 Smoothing Hyper-parameters: 0.410859 0.392025 0.281062 0.222983 0.162990 0.285318 Expected Total MS Cnt: 26749 Backgound Scale: 7.74358. ITERATION NUMBER 607. Current Log-Posterior: 389497 Step Size: 1942.48861 Smoothing Hyper-parameters: 0.476761 0.473268 0.309579 0.269314 0.123024 0.232593 Expected Total MS Cnt: 26948.2 Backgound Scale: 7.71576. ITERATION NUMBER 608. Current Log-Posterior: 388036 Step Size: -1461.132975 Smoothing Hyper-parameters: 0.455168 0.365678 0.316005 0.279230 0.202858 0.231718 Expected Total MS Cnt: 26997.8 Backgound Scale: 7.74101. ITERATION NUMBER 609. Current Log-Posterior: 388651 Step Size: 615.5524432 Smoothing Hyper-parameters: 0.503543 0.290216 0.290857 0.167887 0.292355 0.154078 Expected Total MS Cnt: 27177.2 Backgound Scale: 7.72701. ITERATION NUMBER 610. Current Log-Posterior: 388629 Step Size: -22.62228408 Smoothing Hyper-parameters: 0.558788 0.396475 0.283834 0.225866 0.139211 0.194554 Expected Total MS Cnt: 27002.4 Backgound Scale: 7.6615. ITERATION NUMBER 611. Current Log-Posterior: 387258 Step Size: -1370.723931 Smoothing Hyper-parameters: 0.524794 0.342606 0.312486 0.317418 0.180486 0.143759 Expected Total MS Cnt: 26988.3 Backgound Scale: 7.70189. ITERATION NUMBER 612. Current Log-Posterior: 387789 Step Size: 530.8778963 Smoothing Hyper-parameters: 0.502777 0.386278 0.244974 0.228036 0.136417 0.267628 Expected Total MS Cnt: 26896.7 Backgound Scale: 7.72392. ITERATION NUMBER 613. Current Log-Posterior: 388126 Step Size: 337.7434318 Smoothing Hyper-parameters: 0.587232 0.409576 0.296456 0.262071 0.122536 0.154152 Expected Total MS Cnt: 27120.9 Backgound Scale: 7.6896. ITERATION NUMBER 614. Current Log-Posterior: 386761 Step Size: -1365.906497 Smoothing Hyper-parameters: 0.434143 0.428000 0.322898 0.221684 0.172404 0.177738 Expected Total MS Cnt: 26867.9 Backgound Scale: 7.72895. ITERATION NUMBER 615. Current Log-Posterior: 388997 Step Size: 2236.106937 Smoothing Hyper-parameters: 0.427483 0.408324 0.374602 0.328513 0.255758 0.178089 Expected Total MS Cnt: 27120.2 Backgound Scale: 7.68182. ITERATION NUMBER 616. Current Log-Posterior: 388795 Step Size: -202.0957244 Smoothing Hyper-parameters: 0.498768 0.399420 0.361895 0.269569 0.181687 0.213177 Expected Total MS Cnt: 27336.6 Backgound Scale: 7.64592. ITERATION NUMBER 617. Current Log-Posterior: 387795 Step Size: -999.9029413 Smoothing Hyper-parameters: 0.431232 0.429888 0.240632 0.307515 0.121134 0.205599 Expected Total MS Cnt: 27414.8 Backgound Scale: 7.63936. ITERATION NUMBER 618. Current Log-Posterior: 388887 Step Size: 1091.9993 Smoothing Hyper-parameters: 0.363815 0.340699 0.417809 0.174814 0.148138 0.218071 Expected Total MS Cnt: 27205.6 Backgound Scale: 7.66817. ITERATION NUMBER 619. Current Log-Posterior: 390424 Step Size: 1537.452108 Smoothing Hyper-parameters: 0.427794 0.484949 0.242562 0.221488 0.111805 0.289442 Expected Total MS Cnt: 26946.3 Backgound Scale: 7.64446. ITERATION NUMBER 620. Current Log-Posterior: 388858 Step Size: -1566.16069 Smoothing Hyper-parameters: 0.441562 0.437215 0.345603 0.199371 0.258316 0.151303 Expected Total MS Cnt: 27275.4 Backgound Scale: 7.69723. ITERATION NUMBER 621. Current Log-Posterior: 388602 Step Size: -256.2700626 Smoothing Hyper-parameters: 0.402407 0.383553 0.279646 0.238981 0.151592 0.305950 Expected Total MS Cnt: 27571.8 Backgound Scale: 7.66641. ITERATION NUMBER 622. Current Log-Posterior: 389643 Step Size: 1041.822413 Smoothing Hyper-parameters: 0.487122 0.385050 0.325482 0.168088 0.133016 0.289140 Expected Total MS Cnt: 27474.2 Backgound Scale: 7.65991. ITERATION NUMBER 623. Current Log-Posterior: 388200 Step Size: -1443.554563 Smoothing Hyper-parameters: 0.549262 0.362300 0.302836 0.234570 0.160882 0.193251 Expected Total MS Cnt: 27072.9 Backgound Scale: 7.67119. ITERATION NUMBER 624. Current Log-Posterior: 387532 Step Size: -667.7691228 Smoothing Hyper-parameters: 0.535511 0.285990 0.304463 0.332140 0.121154 0.160223 Expected Total MS Cnt: 27185.2 Backgound Scale: 7.69198. ITERATION NUMBER 625. Current Log-Posterior: 388220 Step Size: 688.2660358 Smoothing Hyper-parameters: 0.425201 0.387087 0.387657 0.173258 0.174395 0.294129 Expected Total MS Cnt: 27106.6 Backgound Scale: 7.70237. ITERATION NUMBER 626. Current Log-Posterior: 389132 Step Size: 912.0589891 Smoothing Hyper-parameters: 0.503681 0.403487 0.357362 0.162038 0.206969 0.232297 Expected Total MS Cnt: 27450.3 Backgound Scale: 7.68693. ITERATION NUMBER 627. Current Log-Posterior: 387847 Step Size: -1285.360119 Smoothing Hyper-parameters: 0.524455 0.371769 0.278165 0.250523 0.213397 0.159540 Expected Total MS Cnt: 27494.7 Backgound Scale: 7.62306. ITERATION NUMBER 628. Current Log-Posterior: 387804 Step Size: -42.96040821 Smoothing Hyper-parameters: 0.461732 0.331819 0.276536 0.226269 0.243384 0.179962 Expected Total MS Cnt: 27511.1 Backgound Scale: 7.67448. ITERATION NUMBER 629. Current Log-Posterior: 388967 Step Size: 1162.9693 Smoothing Hyper-parameters: 0.488328 0.360323 0.371441 0.229494 0.298874 0.108615 Expected Total MS Cnt: 27249.4 Backgound Scale: 7.69626. ITERATION NUMBER 630. Current Log-Posterior: 388231 Step Size: -735.7966999 Smoothing Hyper-parameters: 0.360029 0.489203 0.400203 0.248108 0.211165 0.142578 Expected Total MS Cnt: 27501.4 Backgound Scale: 7.6568. ITERATION NUMBER 631. Current Log-Posterior: 390063 Step Size: 1831.744816 Smoothing Hyper-parameters: 0.440935 0.333286 0.347130 0.269741 0.258845 0.193901 Expected Total MS Cnt: 27215.8 Backgound Scale: 7.71035. ITERATION NUMBER 632. Current Log-Posterior: 389227 Step Size: -836.2334386 Smoothing Hyper-parameters: 0.457247 0.425865 0.304034 0.219688 0.138991 0.090390 Expected Total MS Cnt: 27233 Backgound Scale: 7.66937. ITERATION NUMBER 633. Current Log-Posterior: 388526 Step Size: -700.4060456 Smoothing Hyper-parameters: 0.505646 0.326716 0.299038 0.283717 0.201171 0.237393 Expected Total MS Cnt: 27586 Backgound Scale: 7.64125. ITERATION NUMBER 634. Current Log-Posterior: 388325 Step Size: -201.1910708 Smoothing Hyper-parameters: 0.502990 0.375564 0.316971 0.273958 0.214290 0.211857 Expected Total MS Cnt: 27240.7 Backgound Scale: 7.67714. ITERATION NUMBER 635. Current Log-Posterior: 387807 Step Size: -518.7013186 Smoothing Hyper-parameters: 0.445781 0.444927 0.370591 0.263873 0.139844 0.152387 Expected Total MS Cnt: 26885.6 Backgound Scale: 7.67135. ITERATION NUMBER 636. Current Log-Posterior: 388381 Step Size: 574.0724166 Smoothing Hyper-parameters: 0.448039 0.475608 0.351460 0.248021 0.162667 0.111353 Expected Total MS Cnt: 26924.5 Backgound Scale: 7.74864. ITERATION NUMBER 637. Current Log-Posterior: 388361 Step Size: -19.59585169 Smoothing Hyper-parameters: 0.471578 0.362682 0.262149 0.209920 0.141900 0.164934 Expected Total MS Cnt: 26973.8 Backgound Scale: 7.76418. ITERATION NUMBER 638. Current Log-Posterior: 388611 Step Size: 249.8135649 Smoothing Hyper-parameters: 0.402100 0.470165 0.174942 0.236457 0.294051 0.158234 Expected Total MS Cnt: 26879.4 Backgound Scale: 7.74834. ITERATION NUMBER 639. Current Log-Posterior: 389652 Step Size: 1041.098315 Smoothing Hyper-parameters: 0.459775 0.431067 0.333891 0.290524 0.189517 0.142927 Expected Total MS Cnt: 27109.7 Backgound Scale: 7.76124. ITERATION NUMBER 640. Current Log-Posterior: 388336 Step Size: -1316.335069 Smoothing Hyper-parameters: 0.491332 0.289680 0.388124 0.247542 0.116117 0.237202 Expected Total MS Cnt: 27062.9 Backgound Scale: 7.71168. ITERATION NUMBER 641. Current Log-Posterior: 388699 Step Size: 362.9784259 Smoothing Hyper-parameters: 0.491273 0.433615 0.258088 0.214672 0.167836 0.155752 Expected Total MS Cnt: 27080.8 Backgound Scale: 7.72942. ITERATION NUMBER 642. Current Log-Posterior: 387958 Step Size: -740.852174 Smoothing Hyper-parameters: 0.476867 0.331634 0.287870 0.225313 0.120389 0.143021 Expected Total MS Cnt: 26780.7 Backgound Scale: 7.68382. ITERATION NUMBER 643. Current Log-Posterior: 388747 Step Size: 789.2637904 Smoothing Hyper-parameters: 0.542226 0.402235 0.261493 0.256679 0.163907 0.288727 Expected Total MS Cnt: 26945.8 Backgound Scale: 7.68038. ITERATION NUMBER 644. Current Log-Posterior: 387367 Step Size: -1379.726015 Smoothing Hyper-parameters: 0.433262 0.397687 0.339744 0.269658 0.258435 0.104024 Expected Total MS Cnt: 26666.5 Backgound Scale: 7.69655. ITERATION NUMBER 645. Current Log-Posterior: 388728 Step Size: 1360.487455 Smoothing Hyper-parameters: 0.442136 0.468523 0.349087 0.287712 0.212168 0.264532 Expected Total MS Cnt: 26758.9 Backgound Scale: 7.74369. ITERATION NUMBER 646. Current Log-Posterior: 388338 Step Size: -389.6918243 Smoothing Hyper-parameters: 0.437346 0.409499 0.310917 0.206146 0.239822 0.199821 Expected Total MS Cnt: 26702.9 Backgound Scale: 7.77199. ITERATION NUMBER 647. Current Log-Posterior: 388779 Step Size: 441.4624731 Smoothing Hyper-parameters: 0.395560 0.474863 0.366912 0.284358 0.096819 0.256178 Expected Total MS Cnt: 26738.8 Backgound Scale: 7.71844. ITERATION NUMBER 648. Current Log-Posterior: 389121 Step Size: 341.1072701 Smoothing Hyper-parameters: 0.409547 0.490247 0.310226 0.254206 0.230279 0.157363 Expected Total MS Cnt: 26868.8 Backgound Scale: 7.74737. ITERATION NUMBER 649. Current Log-Posterior: 389010 Step Size: -110.87917 Smoothing Hyper-parameters: 0.426347 0.414495 0.258927 0.168460 0.173694 0.249094 Expected Total MS Cnt: 26790.4 Backgound Scale: 7.69355. ITERATION NUMBER 650. Current Log-Posterior: 389304 Step Size: 294.4064868 Smoothing Hyper-parameters: 0.505239 0.442771 0.357154 0.180896 0.192290 0.194298 Expected Total MS Cnt: 26533.7 Backgound Scale: 7.70126. ITERATION NUMBER 651. Current Log-Posterior: 387563 Step Size: -1740.917655 Smoothing Hyper-parameters: 0.396255 0.491975 0.340480 0.205681 0.234391 0.261131 Expected Total MS Cnt: 27052.1 Backgound Scale: 7.69759. ITERATION NUMBER 652. Current Log-Posterior: 389171 Step Size: 1608.006222 Smoothing Hyper-parameters: 0.392615 0.413411 0.370242 0.281114 0.260749 0.345793 Expected Total MS Cnt: 27032.1 Backgound Scale: 7.73606. ITERATION NUMBER 653. Current Log-Posterior: 389575 Step Size: 403.4981931 Smoothing Hyper-parameters: 0.486870 0.414703 0.308517 0.316573 0.212132 0.276200 Expected Total MS Cnt: 27155.2 Backgound Scale: 7.69159. ITERATION NUMBER 654. Current Log-Posterior: 388147 Step Size: -1427.505732 Smoothing Hyper-parameters: 0.408405 0.357534 0.387889 0.251382 0.162398 0.186495 Expected Total MS Cnt: 26890.6 Backgound Scale: 7.69985. ITERATION NUMBER 655. Current Log-Posterior: 389566 Step Size: 1418.769531 Smoothing Hyper-parameters: 0.406746 0.456149 0.245899 0.211790 0.249430 0.294607 Expected Total MS Cnt: 27268.3 Backgound Scale: 7.72205. ITERATION NUMBER 656. Current Log-Posterior: 389368 Step Size: -197.8478717 Smoothing Hyper-parameters: 0.379243 0.463796 0.312787 0.289121 0.195384 0.407575 Expected Total MS Cnt: 26919.5 Backgound Scale: 7.69665. ITERATION NUMBER 657. Current Log-Posterior: 389875 Step Size: 506.7783777 Smoothing Hyper-parameters: 0.445444 0.369314 0.440180 0.290977 0.308604 0.214801 Expected Total MS Cnt: 27249.2 Backgound Scale: 7.69343. ITERATION NUMBER 658. Current Log-Posterior: 388615 Step Size: -1260.001739 Smoothing Hyper-parameters: 0.440303 0.459586 0.340383 0.264387 0.158797 0.133172 Expected Total MS Cnt: 27062.7 Backgound Scale: 7.70312. ITERATION NUMBER 659. Current Log-Posterior: 388441 Step Size: -174.0439222 Smoothing Hyper-parameters: 0.453109 0.467383 0.343115 0.301518 0.348989 0.213348 Expected Total MS Cnt: 27014.6 Backgound Scale: 7.74653. ITERATION NUMBER 660. Current Log-Posterior: 388284 Step Size: -156.756422 Smoothing Hyper-parameters: 0.468117 0.349787 0.313749 0.286249 0.185832 0.257475 Expected Total MS Cnt: 27351.1 Backgound Scale: 7.74872. ITERATION NUMBER 661. Current Log-Posterior: 388505 Step Size: 221.1673772 Smoothing Hyper-parameters: 0.414689 0.431212 0.432760 0.274633 0.300613 0.207785 Expected Total MS Cnt: 27263.8 Backgound Scale: 7.6939. ITERATION NUMBER 662. Current Log-Posterior: 388978 Step Size: 473.1208859 Smoothing Hyper-parameters: 0.490026 0.423383 0.387919 0.236422 0.187041 0.187133 Expected Total MS Cnt: 27406.6 Backgound Scale: 7.69501. ITERATION NUMBER 663. Current Log-Posterior: 387844 Step Size: -1134.438496 Smoothing Hyper-parameters: 0.505081 0.412194 0.375164 0.239235 0.180224 0.241447 Expected Total MS Cnt: 27027.7 Backgound Scale: 7.65633. ITERATION NUMBER 664. Current Log-Posterior: 387738 Step Size: -105.9746714 Smoothing Hyper-parameters: 0.401081 0.419410 0.412257 0.325925 0.174456 0.246488 Expected Total MS Cnt: 27277.9 Backgound Scale: 7.67244. ITERATION NUMBER 665. Current Log-Posterior: 389326 Step Size: 1588.295379 Smoothing Hyper-parameters: 0.468482 0.365578 0.390930 0.252201 0.170906 0.103590 Expected Total MS Cnt: 27148.9 Backgound Scale: 7.66777. ITERATION NUMBER 666. Current Log-Posterior: 388348 Step Size: -977.8701039 Smoothing Hyper-parameters: 0.408943 0.335737 0.332685 0.231364 0.172114 0.132894 Expected Total MS Cnt: 27244.1 Backgound Scale: 7.68624. ITERATION NUMBER 667. Current Log-Posterior: 389665 Step Size: 1317.075427 Smoothing Hyper-parameters: 0.483433 0.487024 0.319700 0.399825 0.151390 0.191846 Expected Total MS Cnt: 27203.2 Backgound Scale: 7.64807. ITERATION NUMBER 668. Current Log-Posterior: 387830 Step Size: -1835.542522 Smoothing Hyper-parameters: 0.538771 0.352636 0.376988 0.164850 0.298321 0.263818 Expected Total MS Cnt: 27449.9 Backgound Scale: 7.64487. ITERATION NUMBER 669. Current Log-Posterior: 387498 Step Size: -332.1404381 Smoothing Hyper-parameters: 0.382904 0.475545 0.342519 0.266087 0.224851 0.219822 Expected Total MS Cnt: 27364.3 Backgound Scale: 7.62519. ITERATION NUMBER 670. Current Log-Posterior: 389449 Step Size: 1950.70465 Smoothing Hyper-parameters: 0.459548 0.464234 0.338316 0.264747 0.187017 0.131997 Expected Total MS Cnt: 27513.9 Backgound Scale: 7.61805. ITERATION NUMBER 671. Current Log-Posterior: 388232 Step Size: -1216.384723 Smoothing Hyper-parameters: 0.442830 0.287936 0.313332 0.263168 0.277435 0.345426 Expected Total MS Cnt: 27271.9 Backgound Scale: 7.63895. ITERATION NUMBER 672. Current Log-Posterior: 389468 Step Size: 1235.471247 Smoothing Hyper-parameters: 0.475509 0.418064 0.321316 0.297701 0.251601 0.085143 Expected Total MS Cnt: 27334.3 Backgound Scale: 7.6779. ITERATION NUMBER 673. Current Log-Posterior: 388221 Step Size: -1246.329511 Smoothing Hyper-parameters: 0.534407 0.421884 0.374615 0.344014 0.194586 0.199535 Expected Total MS Cnt: 27281.9 Backgound Scale: 7.65119. ITERATION NUMBER 674. Current Log-Posterior: 387249 Step Size: -972.1089521 Smoothing Hyper-parameters: 0.490701 0.503773 0.349135 0.159045 0.170763 0.244499 Expected Total MS Cnt: 27184 Backgound Scale: 7.68807. ITERATION NUMBER 675. Current Log-Posterior: 387535 Step Size: 286.2334138 Smoothing Hyper-parameters: 0.373541 0.476289 0.429165 0.195969 0.243186 0.208851 Expected Total MS Cnt: 26805.1 Backgound Scale: 7.78192. ITERATION NUMBER 676. Current Log-Posterior: 389708 Step Size: 2172.623622 Smoothing Hyper-parameters: 0.442702 0.380998 0.315461 0.379263 0.282304 0.170524 Expected Total MS Cnt: 27035 Backgound Scale: 7.74631. ITERATION NUMBER 677. Current Log-Posterior: 388851 Step Size: -857.3290145 Smoothing Hyper-parameters: 0.424145 0.536267 0.295990 0.244794 0.309039 0.234575 Expected Total MS Cnt: 26912.9 Backgound Scale: 7.71823. ITERATION NUMBER 678. Current Log-Posterior: 388587 Step Size: -263.4557815 Smoothing Hyper-parameters: 0.480236 0.336879 0.362032 0.191937 0.135798 0.226842 Expected Total MS Cnt: 26984.4 Backgound Scale: 7.75661. ITERATION NUMBER 679. Current Log-Posterior: 388495 Step Size: -92.35349242 Smoothing Hyper-parameters: 0.385297 0.337762 0.437118 0.257993 0.199406 0.241698 Expected Total MS Cnt: 27199.7 Backgound Scale: 7.71501. ITERATION NUMBER 680. Current Log-Posterior: 389913 Step Size: 1417.802088 Smoothing Hyper-parameters: 0.420619 0.381864 0.445385 0.185477 0.227731 0.223480 Expected Total MS Cnt: 27208.2 Backgound Scale: 7.71007. ITERATION NUMBER 681. Current Log-Posterior: 389262 Step Size: -650.848824 Smoothing Hyper-parameters: 0.442278 0.350293 0.269660 0.273652 0.160003 0.400825 Expected Total MS Cnt: 27000.4 Backgound Scale: 7.71914. ITERATION NUMBER 682. Current Log-Posterior: 389080 Step Size: -182.1254976 Smoothing Hyper-parameters: 0.390904 0.427508 0.401869 0.277610 0.251721 0.197236 Expected Total MS Cnt: 26705.7 Backgound Scale: 7.74265. ITERATION NUMBER 683. Current Log-Posterior: 389316 Step Size: 236.4999986 Smoothing Hyper-parameters: 0.410145 0.358239 0.339371 0.334613 0.263006 0.164555 Expected Total MS Cnt: 26946.6 Backgound Scale: 7.67918. ITERATION NUMBER 684. Current Log-Posterior: 389651 Step Size: 334.3621626 Smoothing Hyper-parameters: 0.419922 0.416622 0.350245 0.290290 0.139920 0.295979 Expected Total MS Cnt: 26762.3 Backgound Scale: 7.70448. ITERATION NUMBER 685. Current Log-Posterior: 389039 Step Size: -611.4943605 Smoothing Hyper-parameters: 0.412966 0.346269 0.384058 0.152395 0.172351 0.159388 Expected Total MS Cnt: 27009.8 Backgound Scale: 7.74019. ITERATION NUMBER 686. Current Log-Posterior: 389669 Step Size: 630.3891265 Smoothing Hyper-parameters: 0.378790 0.480423 0.418038 0.284761 0.237214 0.148034 Expected Total MS Cnt: 27095.6 Backgound Scale: 7.70124. ITERATION NUMBER 687. Current Log-Posterior: 389488 Step Size: -181.8208728 Smoothing Hyper-parameters: 0.465803 0.431798 0.306732 0.304415 0.206402 0.137236 Expected Total MS Cnt: 27048.9 Backgound Scale: 7.7004. ITERATION NUMBER 688. Current Log-Posterior: 388251 Step Size: -1236.520796 Smoothing Hyper-parameters: 0.410811 0.334688 0.348471 0.300958 0.238271 0.244833 Expected Total MS Cnt: 27370.1 Backgound Scale: 7.67175. ITERATION NUMBER 689. Current Log-Posterior: 389618 Step Size: 1366.718082 Smoothing Hyper-parameters: 0.409769 0.435173 0.318195 0.270289 0.122413 0.185477 Expected Total MS Cnt: 27273.9 Backgound Scale: 7.69866. ITERATION NUMBER 690. Current Log-Posterior: 389242 Step Size: -375.7717248 Smoothing Hyper-parameters: 0.376008 0.477604 0.362457 0.228828 0.187110 0.187569 Expected Total MS Cnt: 27041.3 Backgound Scale: 7.66013. ITERATION NUMBER 691. Current Log-Posterior: 389643 Step Size: 401.2312242 Smoothing Hyper-parameters: 0.452083 0.438323 0.333434 0.281895 0.137922 0.110185 Expected Total MS Cnt: 26996.4 Backgound Scale: 7.74483. ITERATION NUMBER 692. Current Log-Posterior: 388454 Step Size: -1189.106137 Smoothing Hyper-parameters: 0.350556 0.381418 0.530520 0.230784 0.138094 0.179110 Expected Total MS Cnt: 27003.8 Backgound Scale: 7.7578. ITERATION NUMBER 693. Current Log-Posterior: 390518 Step Size: 2063.937607 Smoothing Hyper-parameters: 0.417028 0.407507 0.404886 0.188591 0.160220 0.127123 Expected Total MS Cnt: 27037.9 Backgound Scale: 7.64205. ITERATION NUMBER 694. Current Log-Posterior: 389238 Step Size: -1280.230966 Smoothing Hyper-parameters: 0.409742 0.313212 0.265013 0.274644 0.202109 0.340200 Expected Total MS Cnt: 27300.6 Backgound Scale: 7.67455. ITERATION NUMBER 695. Current Log-Posterior: 390107 Step Size: 869.4830955 Smoothing Hyper-parameters: 0.355587 0.464983 0.295539 0.247960 0.183535 0.232283 Expected Total MS Cnt: 27360.2 Backgound Scale: 7.67975. ITERATION NUMBER 696. Current Log-Posterior: 390426 Step Size: 318.3092937 Smoothing Hyper-parameters: 0.442108 0.300145 0.377265 0.245984 0.188015 0.111497 Expected Total MS Cnt: 27179.2 Backgound Scale: 7.69808. ITERATION NUMBER 697. Current Log-Posterior: 389093 Step Size: -1332.295747 Smoothing Hyper-parameters: 0.494683 0.344241 0.320611 0.157337 0.130004 0.083977 Expected Total MS Cnt: 27392 Backgound Scale: 7.70083. ITERATION NUMBER 698. Current Log-Posterior: 388323 Step Size: -770.7147566 Smoothing Hyper-parameters: 0.358828 0.387910 0.392046 0.287261 0.138176 0.246680 Expected Total MS Cnt: 27166.1 Backgound Scale: 7.67772. ITERATION NUMBER 699. Current Log-Posterior: 390494 Step Size: 2171.497818 Smoothing Hyper-parameters: 0.377941 0.360922 0.451929 0.237924 0.143026 0.198807 Expected Total MS Cnt: 26638.9 Backgound Scale: 7.73023. ITERATION NUMBER 700. Current Log-Posterior: 389949 Step Size: -545.0886531 Smoothing Hyper-parameters: 0.396350 0.452357 0.348276 0.207618 0.342663 0.140303 Expected Total MS Cnt: 27227.3 Backgound Scale: 7.75678. ITERATION NUMBER 701. Current Log-Posterior: 389441 Step Size: -508.3353131 Smoothing Hyper-parameters: 0.379119 0.377693 0.328780 0.359744 0.231609 0.185649 Expected Total MS Cnt: 27153 Backgound Scale: 7.6649. ITERATION NUMBER 702. Current Log-Posterior: 389963 Step Size: 522.1560362 Smoothing Hyper-parameters: 0.456906 0.468056 0.294104 0.303659 0.122465 0.291569 Expected Total MS Cnt: 27079 Backgound Scale: 7.73409. ITERATION NUMBER 703. Current Log-Posterior: 388320 Step Size: -1642.812763 Smoothing Hyper-parameters: 0.424226 0.437478 0.388515 0.274369 0.309962 0.053460 Expected Total MS Cnt: 27086.7 Backgound Scale: 7.7757. ITERATION NUMBER 704. Current Log-Posterior: 388792 Step Size: 472.2616697 Smoothing Hyper-parameters: 0.425750 0.477697 0.322409 0.282973 0.176617 0.222175 Expected Total MS Cnt: 26589.3 Backgound Scale: 7.7809. ITERATION NUMBER 705. Current Log-Posterior: 388874 Step Size: 81.70767482 Smoothing Hyper-parameters: 0.404062 0.396530 0.376567 0.241100 0.202582 0.167466 Expected Total MS Cnt: 26968.2 Backgound Scale: 7.76847. ITERATION NUMBER 706. Current Log-Posterior: 389512 Step Size: 637.5364312 Smoothing Hyper-parameters: 0.465411 0.386022 0.360612 0.279162 0.139528 0.242942 Expected Total MS Cnt: 27181.4 Backgound Scale: 7.7694. ITERATION NUMBER 707. Current Log-Posterior: 388423 Step Size: -1088.247355 Smoothing Hyper-parameters: 0.456519 0.428750 0.436755 0.257378 0.226439 0.150089 Expected Total MS Cnt: 26967.3 Backgound Scale: 7.68286. ITERATION NUMBER 708. Current Log-Posterior: 388190 Step Size: -233.0634688 Smoothing Hyper-parameters: 0.418227 0.398964 0.363698 0.289495 0.195008 0.260790 Expected Total MS Cnt: 26840.5 Backgound Scale: 7.68923. ITERATION NUMBER 709. Current Log-Posterior: 389110 Step Size: 919.8995991 Smoothing Hyper-parameters: 0.340931 0.323915 0.479536 0.353777 0.131468 0.190659 Expected Total MS Cnt: 26631.3 Backgound Scale: 7.69236. ITERATION NUMBER 710. Current Log-Posterior: 391088 Step Size: 1977.854332 Smoothing Hyper-parameters: 0.415812 0.374396 0.385529 0.299316 0.177142 0.201279 Expected Total MS Cnt: 26678.6 Backgound Scale: 7.74771. ITERATION NUMBER 711. Current Log-Posterior: 389454 Step Size: -1634.476314 Smoothing Hyper-parameters: 0.347681 0.462890 0.358855 0.230244 0.288411 0.302241 Expected Total MS Cnt: 27019.7 Backgound Scale: 7.71631. ITERATION NUMBER 712. Current Log-Posterior: 390498 Step Size: 1043.953348 Smoothing Hyper-parameters: 0.401774 0.426490 0.298181 0.258061 0.294252 0.254406 Expected Total MS Cnt: 27108.4 Backgound Scale: 7.77166. ITERATION NUMBER 713. Current Log-Posterior: 389383 Step Size: -1114.868707 Smoothing Hyper-parameters: 0.418849 0.334784 0.332255 0.229246 0.233150 0.263114 Expected Total MS Cnt: 26895.2 Backgound Scale: 7.75519. ITERATION NUMBER 714. Current Log-Posterior: 389544 Step Size: 160.9828041 Smoothing Hyper-parameters: 0.412743 0.410827 0.267381 0.248526 0.252559 0.254530 Expected Total MS Cnt: 27043.2 Backgound Scale: 7.71122. ITERATION NUMBER 715. Current Log-Posterior: 389343 Step Size: -201.0851793 Smoothing Hyper-parameters: 0.476575 0.360719 0.379305 0.215075 0.248460 0.193442 Expected Total MS Cnt: 27165.5 Backgound Scale: 7.69817. ITERATION NUMBER 716. Current Log-Posterior: 388430 Step Size: -913.0002868 Smoothing Hyper-parameters: 0.471208 0.352490 0.428888 0.302840 0.181532 0.292991 Expected Total MS Cnt: 27196.4 Backgound Scale: 7.63316. ITERATION NUMBER 717. Current Log-Posterior: 388405 Step Size: -24.71436376 Smoothing Hyper-parameters: 0.459373 0.379801 0.359148 0.235557 0.086375 0.205511 Expected Total MS Cnt: 27440.2 Backgound Scale: 7.66682. ITERATION NUMBER 718. Current Log-Posterior: 388468 Step Size: 63.56863239 Smoothing Hyper-parameters: 0.493146 0.376660 0.448180 0.262992 0.280169 0.187612 Expected Total MS Cnt: 27426.1 Backgound Scale: 7.68912. ITERATION NUMBER 719. Current Log-Posterior: 387902 Step Size: -566.4996171 Smoothing Hyper-parameters: 0.332049 0.406008 0.428693 0.309646 0.162315 0.216306 Expected Total MS Cnt: 27135.5 Backgound Scale: 7.69157. ITERATION NUMBER 720. Current Log-Posterior: 390993 Step Size: 3090.945237 Smoothing Hyper-parameters: 0.461750 0.426027 0.338294 0.374926 0.124569 0.163392 Expected Total MS Cnt: 26893.1 Backgound Scale: 7.64885. ITERATION NUMBER 721. Current Log-Posterior: 388328 Step Size: -2664.705135 Smoothing Hyper-parameters: 0.398000 0.483787 0.339279 0.220349 0.143966 0.246509 Expected Total MS Cnt: 27279.1 Backgound Scale: 7.70481. ITERATION NUMBER 722. Current Log-Posterior: 389184 Step Size: 856.3528068 Smoothing Hyper-parameters: 0.384177 0.377313 0.389141 0.348979 0.112304 0.212229 Expected Total MS Cnt: 27324.9 Backgound Scale: 7.66343. ITERATION NUMBER 723. Current Log-Posterior: 389866 Step Size: 681.9646074 Smoothing Hyper-parameters: 0.439618 0.379548 0.353718 0.229376 0.167226 0.293183 Expected Total MS Cnt: 27166.5 Backgound Scale: 7.6855. ITERATION NUMBER 724. Current Log-Posterior: 388759 Step Size: -1107.188581 Smoothing Hyper-parameters: 0.542941 0.333968 0.259517 0.236201 0.151642 0.163177 Expected Total MS Cnt: 27406.1 Backgound Scale: 7.64403. ITERATION NUMBER 725. Current Log-Posterior: 387911 Step Size: -847.802888 Smoothing Hyper-parameters: 0.553288 0.277408 0.298957 0.247922 0.171473 0.109435 Expected Total MS Cnt: 27300.3 Backgound Scale: 7.68325. ITERATION NUMBER 726. Current Log-Posterior: 387997 Step Size: 85.49776003 Smoothing Hyper-parameters: 0.456343 0.459748 0.297534 0.282994 0.229625 0.185652 Expected Total MS Cnt: 27697 Backgound Scale: 7.67451. ITERATION NUMBER 727. Current Log-Posterior: 388429 Step Size: 432.4573254 Smoothing Hyper-parameters: 0.539121 0.415274 0.279677 0.146241 0.172126 0.219329 Expected Total MS Cnt: 27384.8 Backgound Scale: 7.64419. ITERATION NUMBER 728. Current Log-Posterior: 387498 Step Size: -931.204211 Smoothing Hyper-parameters: 0.552707 0.429100 0.239743 0.251053 0.234160 0.105889 Expected Total MS Cnt: 27385.4 Backgound Scale: 7.63447. ITERATION NUMBER 729. Current Log-Posterior: 387236 Step Size: -261.7937958 Smoothing Hyper-parameters: 0.581737 0.332042 0.274531 0.210623 0.207534 0.201691 Expected Total MS Cnt: 27299.3 Backgound Scale: 7.62015. ITERATION NUMBER 730. Current Log-Posterior: 387375 Step Size: 138.5170167 Smoothing Hyper-parameters: 0.551366 0.273471 0.339616 0.311322 0.161588 0.201177 Expected Total MS Cnt: 27765 Backgound Scale: 7.64894. ITERATION NUMBER 731. Current Log-Posterior: 387878 Step Size: 503.5466824 Smoothing Hyper-parameters: 0.381339 0.374796 0.415944 0.230919 0.210015 0.293886 Expected Total MS Cnt: 27365.8 Backgound Scale: 7.67505. ITERATION NUMBER 732. Current Log-Posterior: 389984 Step Size: 2105.37295 Smoothing Hyper-parameters: 0.500412 0.344184 0.363778 0.215915 0.144962 0.173400 Expected Total MS Cnt: 26868.1 Backgound Scale: 7.71073. ITERATION NUMBER 733. Current Log-Posterior: 388118 Step Size: -1865.955659 Smoothing Hyper-parameters: 0.491893 0.386575 0.313446 0.245909 0.105959 0.275915 Expected Total MS Cnt: 27074.8 Backgound Scale: 7.69792. ITERATION NUMBER 734. Current Log-Posterior: 388213 Step Size: 95.23841833 Smoothing Hyper-parameters: 0.547622 0.366731 0.360429 0.280779 0.233820 0.190019 Expected Total MS Cnt: 27184.3 Backgound Scale: 7.70039. ITERATION NUMBER 735. Current Log-Posterior: 387358 Step Size: -855.1458108 Smoothing Hyper-parameters: 0.356066 0.413838 0.274497 0.294426 0.200384 0.194507 Expected Total MS Cnt: 27348.2 Backgound Scale: 7.68425. ITERATION NUMBER 736. Current Log-Posterior: 390482 Step Size: 3123.629533 Smoothing Hyper-parameters: 0.405724 0.415497 0.354205 0.422052 0.199723 0.216403 Expected Total MS Cnt: 27074 Backgound Scale: 7.62681. ITERATION NUMBER 737. Current Log-Posterior: 389197 Step Size: -1284.691151 Smoothing Hyper-parameters: 0.505163 0.372669 0.303232 0.276320 0.166964 0.146769 Expected Total MS Cnt: 27372.4 Backgound Scale: 7.69532. ITERATION NUMBER 738. Current Log-Posterior: 388053 Step Size: -1144.222222 Smoothing Hyper-parameters: 0.478397 0.365233 0.347576 0.286168 0.077436 0.215973 Expected Total MS Cnt: 27209.8 Backgound Scale: 7.6384. ITERATION NUMBER 739. Current Log-Posterior: 388271 Step Size: 218.7539121 Smoothing Hyper-parameters: 0.409706 0.338211 0.448726 0.211630 0.188810 0.181312 Expected Total MS Cnt: 27620.1 Backgound Scale: 7.66308. ITERATION NUMBER 740. Current Log-Posterior: 389623 Step Size: 1352.013273 Smoothing Hyper-parameters: 0.512684 0.421472 0.296770 0.251358 0.126196 0.143878 Expected Total MS Cnt: 27695 Backgound Scale: 7.65135. ITERATION NUMBER 741. Current Log-Posterior: 387550 Step Size: -2073.69438 Smoothing Hyper-parameters: 0.518764 0.402519 0.388807 0.214540 0.139162 0.236783 Expected Total MS Cnt: 27729 Backgound Scale: 7.64085. ITERATION NUMBER 742. Current Log-Posterior: 387614 Step Size: 63.82608307 Smoothing Hyper-parameters: 0.501081 0.470015 0.307968 0.224209 0.121350 0.282847 Expected Total MS Cnt: 27839.5 Backgound Scale: 7.70624. ITERATION NUMBER 743. Current Log-Posterior: 387473 Step Size: -140.3803213 Smoothing Hyper-parameters: 0.496917 0.380967 0.361713 0.221973 0.158803 0.222972 Expected Total MS Cnt: 27503.1 Backgound Scale: 7.61916. ITERATION NUMBER 744. Current Log-Posterior: 387961 Step Size: 487.6565665 Smoothing Hyper-parameters: 0.395506 0.401718 0.243623 0.189999 0.134739 0.169733 Expected Total MS Cnt: 27694 Backgound Scale: 7.67331. ITERATION NUMBER 745. Current Log-Posterior: 389878 Step Size: 1917.564426 Smoothing Hyper-parameters: 0.362231 0.466340 0.295130 0.234176 0.266986 0.211857 Expected Total MS Cnt: 27026.1 Backgound Scale: 7.68604. ITERATION NUMBER 746. Current Log-Posterior: 390279 Step Size: 400.7222912 Smoothing Hyper-parameters: 0.508587 0.513072 0.285056 0.299937 0.204383 0.224206 Expected Total MS Cnt: 27221.7 Backgound Scale: 7.70751. ITERATION NUMBER 747. Current Log-Posterior: 387408 Step Size: -2871.401806 Smoothing Hyper-parameters: 0.487418 0.418851 0.332099 0.263436 0.256270 0.072047 Expected Total MS Cnt: 27171 Backgound Scale: 7.65987. ITERATION NUMBER 748. Current Log-Posterior: 387892 Step Size: 484.0201995 Smoothing Hyper-parameters: 0.487787 0.390990 0.286964 0.225001 0.169315 0.153304 Expected Total MS Cnt: 27206.7 Backgound Scale: 7.69138. ITERATION NUMBER 749. Current Log-Posterior: 388078 Step Size: 186.5586985 Smoothing Hyper-parameters: 0.474405 0.483670 0.387423 0.299187 0.231207 0.238584 Expected Total MS Cnt: 27322.3 Backgound Scale: 7.63248. ITERATION NUMBER 750. Current Log-Posterior: 387720 Step Size: -358.5722045 Smoothing Hyper-parameters: 0.448557 0.460129 0.357359 0.193414 0.277238 0.146165 Expected Total MS Cnt: 27618.7 Backgound Scale: 7.63317. ITERATION NUMBER 751. Current Log-Posterior: 388218 Step Size: 498.1628842 Smoothing Hyper-parameters: 0.448609 0.452868 0.423893 0.260963 0.112141 0.228819 Expected Total MS Cnt: 27552.6 Backgound Scale: 7.65776. ITERATION NUMBER 752. Current Log-Posterior: 388292 Step Size: 74.25384458 Smoothing Hyper-parameters: 0.413225 0.475487 0.386433 0.261483 0.170975 0.199857 Expected Total MS Cnt: 27606.1 Backgound Scale: 7.60553. ITERATION NUMBER 753. Current Log-Posterior: 388959 Step Size: 667.0414937 Smoothing Hyper-parameters: 0.473206 0.460975 0.371939 0.252552 0.145772 0.366578 Expected Total MS Cnt: 27477.8 Backgound Scale: 7.66528. ITERATION NUMBER 754. Current Log-Posterior: 388048 Step Size: -911.0643411 Smoothing Hyper-parameters: 0.459366 0.377498 0.337519 0.258944 0.238030 0.179121 Expected Total MS Cnt: 27386.6 Backgound Scale: 7.63065. ITERATION NUMBER 755. Current Log-Posterior: 388535 Step Size: 486.5784024 Smoothing Hyper-parameters: 0.412766 0.361404 0.438974 0.188955 0.146882 0.269434 Expected Total MS Cnt: 27689.9 Backgound Scale: 7.66267. ITERATION NUMBER 756. Current Log-Posterior: 389509 Step Size: 974.5516193 Smoothing Hyper-parameters: 0.403410 0.358183 0.314001 0.260064 0.071610 0.261985 Expected Total MS Cnt: 27143.2 Backgound Scale: 7.70535. ITERATION NUMBER 757. Current Log-Posterior: 389821 Step Size: 311.4614767 Smoothing Hyper-parameters: 0.459115 0.430751 0.357850 0.248488 0.150953 0.083123 Expected Total MS Cnt: 27471.9 Backgound Scale: 7.66247. ITERATION NUMBER 758. Current Log-Posterior: 388534 Step Size: -1287.111881 Smoothing Hyper-parameters: 0.443953 0.328835 0.274701 0.377196 0.239012 0.102905 Expected Total MS Cnt: 27365.2 Backgound Scale: 7.68874. ITERATION NUMBER 759. Current Log-Posterior: 389256 Step Size: 721.9234668 Smoothing Hyper-parameters: 0.430123 0.340200 0.390092 0.244295 0.116804 0.271510 Expected Total MS Cnt: 27245 Backgound Scale: 7.68847. ITERATION NUMBER 760. Current Log-Posterior: 389325 Step Size: 69.2495984 Smoothing Hyper-parameters: 0.411111 0.475737 0.319743 0.176493 0.163072 0.195693 Expected Total MS Cnt: 27264.6 Backgound Scale: 7.65695. ITERATION NUMBER 761. Current Log-Posterior: 389275 Step Size: -50.198277 Smoothing Hyper-parameters: 0.429614 0.375023 0.460228 0.281739 0.252572 0.262518 Expected Total MS Cnt: 27366.7 Backgound Scale: 7.66922. ITERATION NUMBER 762. Current Log-Posterior: 388942 Step Size: -332.7635843 Smoothing Hyper-parameters: 0.441640 0.392269 0.335073 0.260982 0.165556 0.244425 Expected Total MS Cnt: 27387.4 Backgound Scale: 7.66276. ITERATION NUMBER 763. Current Log-Posterior: 388580 Step Size: -361.8531751 Smoothing Hyper-parameters: 0.470191 0.439961 0.331441 0.246739 0.082809 0.231837 Expected Total MS Cnt: 27236.7 Backgound Scale: 7.67688. ITERATION NUMBER 764. Current Log-Posterior: 388071 Step Size: -508.6282769 Smoothing Hyper-parameters: 0.457995 0.378083 0.287167 0.246739 0.187160 0.201061 Expected Total MS Cnt: 26933.5 Backgound Scale: 7.6506. ITERATION NUMBER 765. Current Log-Posterior: 388537 Step Size: 465.6727177 Smoothing Hyper-parameters: 0.482217 0.381961 0.332005 0.207058 0.174560 0.278542 Expected Total MS Cnt: 27247.1 Backgound Scale: 7.71226. ITERATION NUMBER 766. Current Log-Posterior: 388236 Step Size: -300.575459 Smoothing Hyper-parameters: 0.512101 0.420858 0.325763 0.303134 0.138732 0.320444 Expected Total MS Cnt: 27061.9 Backgound Scale: 7.68876. ITERATION NUMBER 767. Current Log-Posterior: 387640 Step Size: -596.9488431 Smoothing Hyper-parameters: 0.460666 0.424705 0.302909 0.165744 0.152128 0.114273 Expected Total MS Cnt: 26780 Backgound Scale: 7.73417. ITERATION NUMBER 768. Current Log-Posterior: 388416 Step Size: 776.3090733 Smoothing Hyper-parameters: 0.454722 0.351312 0.352154 0.273406 0.192739 0.217613 Expected Total MS Cnt: 26907.4 Backgound Scale: 7.72403. ITERATION NUMBER 769. Current Log-Posterior: 388840 Step Size: 424.5751562 Smoothing Hyper-parameters: 0.494489 0.423486 0.333949 0.237613 0.072892 0.213651 Expected Total MS Cnt: 26982.2 Backgound Scale: 7.74687. ITERATION NUMBER 770. Current Log-Posterior: 388008 Step Size: -832.6035648 Smoothing Hyper-parameters: 0.477431 0.376364 0.317934 0.221379 0.133258 0.105423 Expected Total MS Cnt: 27041.2 Backgound Scale: 7.67319. ITERATION NUMBER 771. Current Log-Posterior: 388415 Step Size: 407.3578373 Smoothing Hyper-parameters: 0.396985 0.396485 0.375735 0.324537 0.178456 0.341818 Expected Total MS Cnt: 26876.1 Backgound Scale: 7.67656. ITERATION NUMBER 772. Current Log-Posterior: 389574 Step Size: 1158.50378 Smoothing Hyper-parameters: 0.390161 0.511392 0.318891 0.254333 0.173792 0.281831 Expected Total MS Cnt: 26938.7 Backgound Scale: 7.72507. ITERATION NUMBER 773. Current Log-Posterior: 389437 Step Size: -136.8757374 Smoothing Hyper-parameters: 0.402962 0.516508 0.291398 0.181165 0.255434 0.124612 Expected Total MS Cnt: 26720.6 Backgound Scale: 7.68946. ITERATION NUMBER 774. Current Log-Posterior: 388988 Step Size: -448.3001086 Smoothing Hyper-parameters: 0.440526 0.426350 0.374916 0.294873 0.257222 0.229327 Expected Total MS Cnt: 27257.2 Backgound Scale: 7.65749. ITERATION NUMBER 775. Current Log-Posterior: 388634 Step Size: -354.6404962 Smoothing Hyper-parameters: 0.401290 0.543024 0.350901 0.184270 0.117331 0.212446 Expected Total MS Cnt: 27388.8 Backgound Scale: 7.71534. ITERATION NUMBER 776. Current Log-Posterior: 388974 Step Size: 340.1581614 Smoothing Hyper-parameters: 0.458488 0.430502 0.303666 0.270238 0.256421 0.258121 Expected Total MS Cnt: 27039.3 Backgound Scale: 7.72452. ITERATION NUMBER 777. Current Log-Posterior: 388328 Step Size: -645.8979379 Smoothing Hyper-parameters: 0.457185 0.340076 0.328079 0.228189 0.155855 0.285216 Expected Total MS Cnt: 27022.2 Backgound Scale: 7.70503. ITERATION NUMBER 778. Current Log-Posterior: 388844 Step Size: 516.1181648 Smoothing Hyper-parameters: 0.467969 0.435159 0.359585 0.278560 0.242582 0.154221 Expected Total MS Cnt: 27182.1 Backgound Scale: 7.68576. ITERATION NUMBER 779. Current Log-Posterior: 388101 Step Size: -743.2617398 Smoothing Hyper-parameters: 0.478570 0.445475 0.327116 0.266346 0.156365 0.186782 Expected Total MS Cnt: 27333.1 Backgound Scale: 7.66047. ITERATION NUMBER 780. Current Log-Posterior: 387914 Step Size: -186.5457917 Smoothing Hyper-parameters: 0.409794 0.386686 0.379468 0.316179 0.105892 0.223858 Expected Total MS Cnt: 27478.5 Backgound Scale: 7.65389. ITERATION NUMBER 781. Current Log-Posterior: 389323 Step Size: 1408.796383 Smoothing Hyper-parameters: 0.460341 0.377729 0.339296 0.220718 0.375129 0.261555 Expected Total MS Cnt: 27578.3 Backgound Scale: 7.66927. ITERATION NUMBER 782. Current Log-Posterior: 388657 Step Size: -666.2856377 Smoothing Hyper-parameters: 0.427446 0.413524 0.432361 0.240443 0.284853 0.098950 Expected Total MS Cnt: 27649.5 Backgound Scale: 7.63931. ITERATION NUMBER 783. Current Log-Posterior: 388997 Step Size: 340.2868236 Smoothing Hyper-parameters: 0.469243 0.418981 0.286205 0.263322 0.234686 0.267903 Expected Total MS Cnt: 27580.1 Backgound Scale: 7.66724. ITERATION NUMBER 784. Current Log-Posterior: 388110 Step Size: -887.1799604 Smoothing Hyper-parameters: 0.361177 0.443906 0.359110 0.293355 0.199087 0.196143 Expected Total MS Cnt: 27425.6 Backgound Scale: 7.69217. ITERATION NUMBER 785. Current Log-Posterior: 390077 Step Size: 1966.494005 Smoothing Hyper-parameters: 0.389233 0.398091 0.379172 0.295043 0.195196 0.255587 Expected Total MS Cnt: 27348.1 Backgound Scale: 7.69805. ITERATION NUMBER 786. Current Log-Posterior: 389509 Step Size: -567.4283151 Smoothing Hyper-parameters: 0.468519 0.380268 0.301560 0.270442 0.345027 0.149657 Expected Total MS Cnt: 27028.1 Backgound Scale: 7.68019. ITERATION NUMBER 787. Current Log-Posterior: 388491 Step Size: -1018.406448 Smoothing Hyper-parameters: 0.449513 0.380355 0.342985 0.284616 0.285455 0.249544 Expected Total MS Cnt: 27427 Backgound Scale: 7.66674. ITERATION NUMBER 788. Current Log-Posterior: 388710 Step Size: 219.6721068 Smoothing Hyper-parameters: 0.390807 0.344789 0.408203 0.304020 0.238350 0.189011 Expected Total MS Cnt: 27496.3 Backgound Scale: 7.68004. ITERATION NUMBER 789. Current Log-Posterior: 389955 Step Size: 1245.025892 Smoothing Hyper-parameters: 0.459589 0.374549 0.287497 0.282787 0.137003 0.255535 Expected Total MS Cnt: 27113.9 Backgound Scale: 7.59984. ITERATION NUMBER 790. Current Log-Posterior: 388872 Step Size: -1083.826135 Smoothing Hyper-parameters: 0.500131 0.402862 0.330434 0.290207 0.197243 0.205617 Expected Total MS Cnt: 27033.4 Backgound Scale: 7.66585. ITERATION NUMBER 791. Current Log-Posterior: 387886 Step Size: -985.1236238 Smoothing Hyper-parameters: 0.458242 0.425671 0.345665 0.259151 0.076762 0.185601 Expected Total MS Cnt: 27360 Backgound Scale: 7.71361. ITERATION NUMBER 792. Current Log-Posterior: 388395 Step Size: 508.6994464 Smoothing Hyper-parameters: 0.419040 0.425328 0.356292 0.211580 0.155943 0.133741 Expected Total MS Cnt: 27173.8 Backgound Scale: 7.7141. ITERATION NUMBER 793. Current Log-Posterior: 388986 Step Size: 591.072498 Smoothing Hyper-parameters: 0.419061 0.440286 0.359503 0.298624 0.237477 0.179116 Expected Total MS Cnt: 27521.7 Backgound Scale: 7.70295. ITERATION NUMBER 794. Current Log-Posterior: 388979 Step Size: -6.83000834 Smoothing Hyper-parameters: 0.416624 0.449861 0.367556 0.287918 0.199948 0.223550 Expected Total MS Cnt: 27285.6 Backgound Scale: 7.65644. ITERATION NUMBER 795. Current Log-Posterior: 388843 Step Size: -136.7051349 Smoothing Hyper-parameters: 0.484274 0.397875 0.369804 0.301620 0.200028 0.203134 Expected Total MS Cnt: 27280.8 Backgound Scale: 7.66823. ITERATION NUMBER 796. Current Log-Posterior: 387933 Step Size: -909.577757 Smoothing Hyper-parameters: 0.403129 0.421072 0.283670 0.259693 0.283790 0.267740 Expected Total MS Cnt: 27168.1 Backgound Scale: 7.73376. ITERATION NUMBER 797. Current Log-Posterior: 389488 Step Size: 1555.165866 Smoothing Hyper-parameters: 0.384776 0.336315 0.388663 0.202381 0.223892 0.068230 Expected Total MS Cnt: 27133.9 Backgound Scale: 7.72824. ITERATION NUMBER 798. Current Log-Posterior: 390241 Step Size: 753.1823681 Smoothing Hyper-parameters: 0.465906 0.406933 0.368053 0.221975 0.171913 0.204699 Expected Total MS Cnt: 26939.7 Backgound Scale: 7.68266. ITERATION NUMBER 799. Current Log-Posterior: 388401 Step Size: -1840.631625 Smoothing Hyper-parameters: 0.454914 0.470314 0.345315 0.253313 0.308516 0.117226 Expected Total MS Cnt: 27132.7 Backgound Scale: 7.62277. ITERATION NUMBER 800. Current Log-Posterior: 388129 Step Size: -271.971168 Smoothing Hyper-parameters: 0.417743 0.355473 0.358531 0.230833 0.219640 0.144419 Expected Total MS Cnt: 27410.5 Backgound Scale: 7.66584. ITERATION NUMBER 801. Current Log-Posterior: 389509 Step Size: 1380.167748 Smoothing Hyper-parameters: 0.438796 0.384997 0.305194 0.229969 0.266290 0.136977 Expected Total MS Cnt: 27475.7 Backgound Scale: 7.63644. ITERATION NUMBER 802. Current Log-Posterior: 389032 Step Size: -476.7140088 Smoothing Hyper-parameters: 0.470480 0.352645 0.335834 0.284068 0.111810 0.149914 Expected Total MS Cnt: 27515.6 Backgound Scale: 7.68498. ITERATION NUMBER 803. Current Log-Posterior: 388428 Step Size: -604.612928 Smoothing Hyper-parameters: 0.469275 0.434885 0.368081 0.179181 0.201458 0.240384 Expected Total MS Cnt: 27388.1 Backgound Scale: 7.69718. ITERATION NUMBER 804. Current Log-Posterior: 387965 Step Size: -462.4276489 Smoothing Hyper-parameters: 0.355861 0.471341 0.353885 0.239364 0.280083 0.221412 Expected Total MS Cnt: 27368.1 Backgound Scale: 7.6736. ITERATION NUMBER 805. Current Log-Posterior: 390254 Step Size: 2289.058394 Smoothing Hyper-parameters: 0.438705 0.381672 0.328582 0.257443 0.163502 0.241057 Expected Total MS Cnt: 27186.8 Backgound Scale: 7.69363. ITERATION NUMBER 806. Current Log-Posterior: 388985 Step Size: -1268.921743 Smoothing Hyper-parameters: 0.430344 0.480045 0.273181 0.276119 0.365395 0.264362 Expected Total MS Cnt: 27077.1 Backgound Scale: 7.64485. ITERATION NUMBER 807. Current Log-Posterior: 388510 Step Size: -475.15545 Smoothing Hyper-parameters: 0.422350 0.462733 0.336788 0.252439 0.154152 0.302796 Expected Total MS Cnt: 27375.7 Backgound Scale: 7.67759. ITERATION NUMBER 808. Current Log-Posterior: 389005 Step Size: 494.6268008 Smoothing Hyper-parameters: 0.443732 0.348992 0.352624 0.292605 0.076699 0.243253 Expected Total MS Cnt: 27349.6 Backgound Scale: 7.70406. ITERATION NUMBER 809. Current Log-Posterior: 389000 Step Size: -5.050960937 Smoothing Hyper-parameters: 0.484167 0.498926 0.384123 0.248427 0.153194 0.103174 Expected Total MS Cnt: 27319.9 Backgound Scale: 7.67981. ITERATION NUMBER 810. Current Log-Posterior: 387663 Step Size: -1336.92084 Smoothing Hyper-parameters: 0.401874 0.378956 0.307664 0.188441 0.294489 0.199140 Expected Total MS Cnt: 27443 Backgound Scale: 7.65492. ITERATION NUMBER 811. Current Log-Posterior: 389645 Step Size: 1981.911483 Smoothing Hyper-parameters: 0.455776 0.370040 0.326029 0.229180 0.221395 0.235075 Expected Total MS Cnt: 26770.2 Backgound Scale: 7.6876. ITERATION NUMBER 812. Current Log-Posterior: 388711 Step Size: -933.8215672 Smoothing Hyper-parameters: 0.491049 0.425263 0.308566 0.261642 0.177166 0.258251 Expected Total MS Cnt: 26574.2 Backgound Scale: 7.71537. ITERATION NUMBER 813. Current Log-Posterior: 387990 Step Size: -721.4280563 Smoothing Hyper-parameters: 0.440069 0.409652 0.353492 0.260563 0.264983 0.100499 Expected Total MS Cnt: 26689.1 Backgound Scale: 7.72775. ITERATION NUMBER 814. Current Log-Posterior: 388792 Step Size: 802.1178253 Smoothing Hyper-parameters: 0.406280 0.389852 0.421600 0.235298 0.172271 0.212927 Expected Total MS Cnt: 26522.8 Backgound Scale: 7.75676. ITERATION NUMBER 815. Current Log-Posterior: 389382 Step Size: 590.4412327 Smoothing Hyper-parameters: 0.498590 0.476476 0.358758 0.221531 0.338099 0.158029 Expected Total MS Cnt: 26620.2 Backgound Scale: 7.75091. ITERATION NUMBER 816. Current Log-Posterior: 387524 Step Size: -1858.096578 Smoothing Hyper-parameters: 0.502583 0.381081 0.283541 0.227886 0.212808 0.183150 Expected Total MS Cnt: 26826.7 Backgound Scale: 7.74668. ITERATION NUMBER 817. Current Log-Posterior: 388014 Step Size: 490.1135995 Smoothing Hyper-parameters: 0.417220 0.377949 0.377135 0.218555 0.184648 0.147810 Expected Total MS Cnt: 27282.8 Backgound Scale: 7.65087. ITERATION NUMBER 818. Current Log-Posterior: 389348 Step Size: 1333.507095 Smoothing Hyper-parameters: 0.507004 0.367323 0.405742 0.166015 0.236886 0.136895 Expected Total MS Cnt: 27001.1 Backgound Scale: 7.69558. ITERATION NUMBER 819. Current Log-Posterior: 387905 Step Size: -1442.976706 Smoothing Hyper-parameters: 0.522327 0.369107 0.331466 0.230514 0.192666 0.205825 Expected Total MS Cnt: 26937.6 Backgound Scale: 7.65732. ITERATION NUMBER 820. Current Log-Posterior: 387724 Step Size: -180.6735277 Smoothing Hyper-parameters: 0.644306 0.371952 0.268192 0.358860 0.258960 0.159505 Expected Total MS Cnt: 26856.7 Backgound Scale: 7.71713. ITERATION NUMBER 821. Current Log-Posterior: 386357 Step Size: -1366.707197 Smoothing Hyper-parameters: 0.415946 0.427136 0.310194 0.273530 0.121151 0.057335 Expected Total MS Cnt: 26675 Backgound Scale: 7.78623. ITERATION NUMBER 822. Current Log-Posterior: 389314 Step Size: 2956.587678 Smoothing Hyper-parameters: 0.385663 0.425335 0.289659 0.280652 0.218887 0.202417 Expected Total MS Cnt: 26608.6 Backgound Scale: 7.78158. ITERATION NUMBER 823. Current Log-Posterior: 389792 Step Size: 478.5336966 Smoothing Hyper-parameters: 0.410433 0.463270 0.360344 0.293209 0.256007 0.219354 Expected Total MS Cnt: 26596 Backgound Scale: 7.76013. ITERATION NUMBER 824. Current Log-Posterior: 388969 Step Size: -822.9891934 Smoothing Hyper-parameters: 0.353594 0.433909 0.328209 0.317646 0.189021 0.173719 Expected Total MS Cnt: 26441.8 Backgound Scale: 7.74493. ITERATION NUMBER 825. Current Log-Posterior: 390313 Step Size: 1343.117929 Smoothing Hyper-parameters: 0.411642 0.432346 0.371537 0.374889 0.124869 0.054022 Expected Total MS Cnt: 26846.9 Backgound Scale: 7.7012. ITERATION NUMBER 826. Current Log-Posterior: 389158 Step Size: -1154.774252 Smoothing Hyper-parameters: 0.410436 0.393576 0.362742 0.237476 0.100389 0.382441 Expected Total MS Cnt: 26880.6 Backgound Scale: 7.74459. ITERATION NUMBER 827. Current Log-Posterior: 389266 Step Size: 108.6653712 Smoothing Hyper-parameters: 0.465253 0.466768 0.290402 0.254024 0.159482 0.143385 Expected Total MS Cnt: 26874.6 Backgound Scale: 7.69157. ITERATION NUMBER 828. Current Log-Posterior: 388110 Step Size: -1156.458095 Smoothing Hyper-parameters: 0.364490 0.412001 0.283207 0.297025 0.287130 0.111977 Expected Total MS Cnt: 27026.8 Backgound Scale: 7.72931. ITERATION NUMBER 829. Current Log-Posterior: 390332 Step Size: 2221.59456 Smoothing Hyper-parameters: 0.422002 0.420768 0.372490 0.241848 0.104725 0.262624 Expected Total MS Cnt: 26937.6 Backgound Scale: 7.70865. ITERATION NUMBER 830. Current Log-Posterior: 388934 Step Size: -1397.424263 Smoothing Hyper-parameters: 0.455181 0.297929 0.272297 0.203869 0.166167 0.272585 Expected Total MS Cnt: 26803.6 Backgound Scale: 7.69744. ITERATION NUMBER 831. Current Log-Posterior: 389307 Step Size: 372.4914726 Smoothing Hyper-parameters: 0.442559 0.361482 0.365327 0.333038 0.233764 0.212278 Expected Total MS Cnt: 27277.1 Backgound Scale: 7.63865. ITERATION NUMBER 832. Current Log-Posterior: 388874 Step Size: -433.1168495 Smoothing Hyper-parameters: 0.469087 0.467764 0.291710 0.343087 0.179033 0.156210 Expected Total MS Cnt: 27049.2 Backgound Scale: 7.67166. ITERATION NUMBER 833. Current Log-Posterior: 388123 Step Size: -750.0280116 Smoothing Hyper-parameters: 0.418409 0.374481 0.324604 0.233588 0.239716 0.211790 Expected Total MS Cnt: 27116 Backgound Scale: 7.73312. ITERATION NUMBER 834. Current Log-Posterior: 389413 Step Size: 1289.577975 Smoothing Hyper-parameters: 0.362206 0.435183 0.414789 0.231747 0.157631 0.167566 Expected Total MS Cnt: 27375.4 Backgound Scale: 7.67626. ITERATION NUMBER 835. Current Log-Posterior: 390185 Step Size: 772.396526 Smoothing Hyper-parameters: 0.450246 0.312342 0.229553 0.245618 0.095575 0.230080 Expected Total MS Cnt: 26988.4 Backgound Scale: 7.72933. ITERATION NUMBER 836. Current Log-Posterior: 389530 Step Size: -655.0029074 Smoothing Hyper-parameters: 0.453305 0.336653 0.380870 0.358916 0.164065 0.198721 Expected Total MS Cnt: 27127.4 Backgound Scale: 7.68917. ITERATION NUMBER 837. Current Log-Posterior: 388920 Step Size: -609.9828861 Smoothing Hyper-parameters: 0.364616 0.460027 0.399036 0.310948 0.232787 0.198536 Expected Total MS Cnt: 26799.6 Backgound Scale: 7.68936. ITERATION NUMBER 838. Current Log-Posterior: 389999 Step Size: 1078.596204 Smoothing Hyper-parameters: 0.407129 0.351805 0.362351 0.244005 0.159790 0.241923 Expected Total MS Cnt: 27305.2 Backgound Scale: 7.62887. ITERATION NUMBER 839. Current Log-Posterior: 389591 Step Size: -407.7190467 Smoothing Hyper-parameters: 0.408934 0.366588 0.384208 0.194627 0.200885 0.195237 Expected Total MS Cnt: 27041.1 Backgound Scale: 7.65067. ITERATION NUMBER 840. Current Log-Posterior: 389479 Step Size: -111.8795756 Smoothing Hyper-parameters: 0.470429 0.283562 0.326130 0.255345 0.232477 0.253298 Expected Total MS Cnt: 27324.5 Backgound Scale: 7.71246. ITERATION NUMBER 841. Current Log-Posterior: 389208 Step Size: -271.8522923 Smoothing Hyper-parameters: 0.364619 0.369988 0.350602 0.249638 0.193728 0.319674 Expected Total MS Cnt: 27115.2 Backgound Scale: 7.71547. ITERATION NUMBER 842. Current Log-Posterior: 390524 Step Size: 1316.428199 Smoothing Hyper-parameters: 0.380376 0.347018 0.393323 0.202892 0.254763 0.162586 Expected Total MS Cnt: 26966.1 Backgound Scale: 7.7397. ITERATION NUMBER 843. Current Log-Posterior: 390320 Step Size: -203.7297482 Smoothing Hyper-parameters: 0.385455 0.396549 0.333859 0.334113 0.135290 0.291810 Expected Total MS Cnt: 26594.8 Backgound Scale: 7.76624. ITERATION NUMBER 844. Current Log-Posterior: 389851 Step Size: -469.5865964 Smoothing Hyper-parameters: 0.412054 0.307215 0.301548 0.277689 0.317482 0.174167 Expected Total MS Cnt: 26729.3 Backgound Scale: 7.72682. ITERATION NUMBER 845. Current Log-Posterior: 389815 Step Size: -35.41982714 Smoothing Hyper-parameters: 0.394966 0.376514 0.303259 0.326922 0.184075 0.192161 Expected Total MS Cnt: 26827.1 Backgound Scale: 7.74679. ITERATION NUMBER 846. Current Log-Posterior: 389727 Step Size: -88.75645165 Smoothing Hyper-parameters: 0.342168 0.430189 0.395856 0.264430 0.253453 0.206416 Expected Total MS Cnt: 26660.4 Backgound Scale: 7.77935. ITERATION NUMBER 847. Current Log-Posterior: 390579 Step Size: 852.8974727 Smoothing Hyper-parameters: 0.375720 0.365403 0.306015 0.301340 0.197428 0.244115 Expected Total MS Cnt: 26569.4 Backgound Scale: 7.73305. ITERATION NUMBER 848. Current Log-Posterior: 390294 Step Size: -285.6873794 Smoothing Hyper-parameters: 0.363680 0.359506 0.369116 0.204314 0.168990 0.211918 Expected Total MS Cnt: 26712.7 Backgound Scale: 7.77721. ITERATION NUMBER 849. Current Log-Posterior: 390438 Step Size: 143.8939059 Smoothing Hyper-parameters: 0.405730 0.394818 0.296700 0.243947 0.143988 0.253048 Expected Total MS Cnt: 26485.2 Backgound Scale: 7.718. ITERATION NUMBER 850. Current Log-Posterior: 389494 Step Size: -943.8074429 Smoothing Hyper-parameters: 0.382576 0.430427 0.324558 0.298816 0.180060 0.136896 Expected Total MS Cnt: 26243.2 Backgound Scale: 7.77776. ITERATION NUMBER 851. Current Log-Posterior: 389693 Step Size: 199.3639783 Smoothing Hyper-parameters: 0.446871 0.328408 0.289626 0.203949 0.140730 0.229420 Expected Total MS Cnt: 26434.5 Backgound Scale: 7.77432. ITERATION NUMBER 852. Current Log-Posterior: 389111 Step Size: -582.0825627 Smoothing Hyper-parameters: 0.429220 0.388478 0.352032 0.143967 0.212282 0.256760 Expected Total MS Cnt: 26274.9 Backgound Scale: 7.81926. ITERATION NUMBER 853. Current Log-Posterior: 389102 Step Size: -9.393419844 Smoothing Hyper-parameters: 0.388325 0.337819 0.275911 0.344447 0.165866 0.295333 Expected Total MS Cnt: 26550.3 Backgound Scale: 7.80718. ITERATION NUMBER 854. Current Log-Posterior: 390191 Step Size: 1088.760233 Smoothing Hyper-parameters: 0.435091 0.359369 0.318811 0.208964 0.143334 0.158442 Expected Total MS Cnt: 26375.2 Backgound Scale: 7.83825. ITERATION NUMBER 855. Current Log-Posterior: 389252 Step Size: -938.3095584 Smoothing Hyper-parameters: 0.478250 0.312591 0.336997 0.215611 0.235995 0.231999 Expected Total MS Cnt: 26364.8 Backgound Scale: 7.79094. ITERATION NUMBER 856. Current Log-Posterior: 388745 Step Size: -507.5853587 Smoothing Hyper-parameters: 0.466493 0.365833 0.305752 0.228744 0.118514 0.250606 Expected Total MS Cnt: 26495 Backgound Scale: 7.81763. ITERATION NUMBER 857. Current Log-Posterior: 388671 Step Size: -74.0969464 Smoothing Hyper-parameters: 0.333149 0.367750 0.268079 0.253283 0.122621 0.178553 Expected Total MS Cnt: 26288.1 Backgound Scale: 7.77984. ITERATION NUMBER 858. Current Log-Posterior: 391512 Step Size: 2841.360294 Smoothing Hyper-parameters: 0.452688 0.440208 0.328384 0.241177 0.188460 0.268460 Expected Total MS Cnt: 26368.1 Backgound Scale: 7.75187. ITERATION NUMBER 859. Current Log-Posterior: 388553 Step Size: -2958.889801 Smoothing Hyper-parameters: 0.485796 0.362337 0.389896 0.309193 0.269177 0.095462 Expected Total MS Cnt: 26655.8 Backgound Scale: 7.75368. ITERATION NUMBER 860. Current Log-Posterior: 388104 Step Size: -449.3457091 Smoothing Hyper-parameters: 0.388912 0.376965 0.337891 0.241018 0.243445 0.254364 Expected Total MS Cnt: 26423.5 Backgound Scale: 7.74162. ITERATION NUMBER 861. Current Log-Posterior: 390066 Step Size: 1962.689212 Smoothing Hyper-parameters: 0.414866 0.401764 0.308039 0.298075 0.287512 0.107227 Expected Total MS Cnt: 26547.9 Backgound Scale: 7.77453. ITERATION NUMBER 862. Current Log-Posterior: 389255 Step Size: -811.2451459 Smoothing Hyper-parameters: 0.359648 0.436349 0.367936 0.206088 0.230652 0.225598 Expected Total MS Cnt: 26140.8 Backgound Scale: 7.78122. ITERATION NUMBER 863. Current Log-Posterior: 390261 Step Size: 1005.76736 Smoothing Hyper-parameters: 0.458564 0.431562 0.282696 0.316980 0.278843 0.148793 Expected Total MS Cnt: 26111.2 Backgound Scale: 7.78675. ITERATION NUMBER 864. Current Log-Posterior: 388435 Step Size: -1825.585212 Smoothing Hyper-parameters: 0.385971 0.330073 0.375825 0.214233 0.111261 0.259287 Expected Total MS Cnt: 26239.4 Backgound Scale: 7.74279. ITERATION NUMBER 865. Current Log-Posterior: 390301 Step Size: 1865.965655 Smoothing Hyper-parameters: 0.470969 0.400849 0.325872 0.184256 0.168991 0.308036 Expected Total MS Cnt: 26603.3 Backgound Scale: 7.7134. ITERATION NUMBER 866. Current Log-Posterior: 388321 Step Size: -1980.552325 Smoothing Hyper-parameters: 0.504008 0.309260 0.270709 0.289677 0.212866 0.102191 Expected Total MS Cnt: 26996.2 Backgound Scale: 7.74634. ITERATION NUMBER 867. Current Log-Posterior: 388416 Step Size: 95.38916662 Smoothing Hyper-parameters: 0.373388 0.371905 0.297997 0.298168 0.132697 0.121264 Expected Total MS Cnt: 27377.4 Backgound Scale: 7.667. ITERATION NUMBER 868. Current Log-Posterior: 390287 Step Size: 1870.52963 Smoothing Hyper-parameters: 0.395408 0.327927 0.364474 0.213214 0.102414 0.314995 Expected Total MS Cnt: 26803.7 Backgound Scale: 7.69409. ITERATION NUMBER 869. Current Log-Posterior: 390021 Step Size: -265.6639987 Smoothing Hyper-parameters: 0.379887 0.420657 0.479179 0.320332 0.073632 0.098390 Expected Total MS Cnt: 26934 Backgound Scale: 7.70294. ITERATION NUMBER 870. Current Log-Posterior: 389733 Step Size: -287.6461664 Smoothing Hyper-parameters: 0.429948 0.431864 0.301653 0.276540 0.252663 0.267330 Expected Total MS Cnt: 26766 Backgound Scale: 7.75105. ITERATION NUMBER 871. Current Log-Posterior: 388914 Step Size: -819.2169142 Smoothing Hyper-parameters: 0.477931 0.430812 0.323265 0.167068 0.229751 0.210401 Expected Total MS Cnt: 26812 Backgound Scale: 7.72446. ITERATION NUMBER 872. Current Log-Posterior: 388102 Step Size: -812.4563228 Smoothing Hyper-parameters: 0.496863 0.403612 0.295374 0.201989 0.150965 0.135246 Expected Total MS Cnt: 26887.6 Backgound Scale: 7.72436. ITERATION NUMBER 873. Current Log-Posterior: 387964 Step Size: -137.8545955 Smoothing Hyper-parameters: 0.422145 0.486883 0.355475 0.306574 0.137965 0.284129 Expected Total MS Cnt: 26482.9 Backgound Scale: 7.75138. ITERATION NUMBER 874. Current Log-Posterior: 388783 Step Size: 819.6879565 Smoothing Hyper-parameters: 0.461032 0.474505 0.375486 0.248147 0.167186 0.224468 Expected Total MS Cnt: 26419.5 Backgound Scale: 7.7414. ITERATION NUMBER 875. Current Log-Posterior: 388061 Step Size: -722.6371828 Smoothing Hyper-parameters: 0.456896 0.538731 0.270412 0.272697 0.258253 0.194408 Expected Total MS Cnt: 26400.6 Backgound Scale: 7.77955. ITERATION NUMBER 876. Current Log-Posterior: 388254 Step Size: 193.5518746 Smoothing Hyper-parameters: 0.435074 0.502582 0.312405 0.249875 0.178061 0.335738 Expected Total MS Cnt: 26121.5 Backgound Scale: 7.81286. ITERATION NUMBER 877. Current Log-Posterior: 388572 Step Size: 317.2745374 Smoothing Hyper-parameters: 0.466903 0.411165 0.404865 0.360127 0.110251 0.191743 Expected Total MS Cnt: 26367.7 Backgound Scale: 7.76074. ITERATION NUMBER 878. Current Log-Posterior: 388139 Step Size: -432.1559077 Smoothing Hyper-parameters: 0.438975 0.357094 0.301676 0.298224 0.145632 0.088793 Expected Total MS Cnt: 26442.9 Backgound Scale: 7.7969. ITERATION NUMBER 879. Current Log-Posterior: 389070 Step Size: 930.6591875 Smoothing Hyper-parameters: 0.464987 0.373304 0.399799 0.316559 0.213460 0.265231 Expected Total MS Cnt: 26436 Backgound Scale: 7.75122. ITERATION NUMBER 880. Current Log-Posterior: 388349 Step Size: -721.0591837 Smoothing Hyper-parameters: 0.357174 0.339130 0.289657 0.299180 0.232319 0.132325 Expected Total MS Cnt: 26327.6 Backgound Scale: 7.77656. ITERATION NUMBER 881. Current Log-Posterior: 390929 Step Size: 2580.233771 Smoothing Hyper-parameters: 0.513552 0.364972 0.436887 0.234765 0.151750 0.152721 Expected Total MS Cnt: 26507.3 Backgound Scale: 7.78601. ITERATION NUMBER 882. Current Log-Posterior: 387737 Step Size: -3192.295025 Smoothing Hyper-parameters: 0.351496 0.326911 0.266415 0.210891 0.188799 0.289350 Expected Total MS Cnt: 26280.2 Backgound Scale: 7.80662. ITERATION NUMBER 883. Current Log-Posterior: 391264 Step Size: 3526.692642 Smoothing Hyper-parameters: 0.446424 0.367820 0.394348 0.244477 0.206251 0.230339 Expected Total MS Cnt: 26566.4 Backgound Scale: 7.84737. ITERATION NUMBER 884. Current Log-Posterior: 388828 Step Size: -2436.122123 Smoothing Hyper-parameters: 0.440579 0.417439 0.355643 0.325186 0.197436 0.197207 Expected Total MS Cnt: 26468 Backgound Scale: 7.79308. ITERATION NUMBER 885. Current Log-Posterior: 388579 Step Size: -248.3261434 Smoothing Hyper-parameters: 0.426834 0.448668 0.290341 0.205676 0.287718 0.272816 Expected Total MS Cnt: 26543 Backgound Scale: 7.78286. ITERATION NUMBER 886. Current Log-Posterior: 388710 Step Size: 130.6835592 Smoothing Hyper-parameters: 0.470242 0.528591 0.284336 0.227386 0.248419 0.312985 Expected Total MS Cnt: 26353.4 Backgound Scale: 7.80031. ITERATION NUMBER 887. Current Log-Posterior: 387893 Step Size: -817.4092913 Smoothing Hyper-parameters: 0.391294 0.325803 0.296038 0.247612 0.304538 0.163350 Expected Total MS Cnt: 26120.8 Backgound Scale: 7.75918. ITERATION NUMBER 888. Current Log-Posterior: 390148 Step Size: 2255.023609 Smoothing Hyper-parameters: 0.500009 0.403322 0.364848 0.237905 0.156658 0.255802 Expected Total MS Cnt: 26195.4 Backgound Scale: 7.78304. ITERATION NUMBER 889. Current Log-Posterior: 387786 Step Size: -2361.886805 Smoothing Hyper-parameters: 0.465615 0.388357 0.345040 0.230474 0.046327 0.118016 Expected Total MS Cnt: 26094.4 Backgound Scale: 7.7966. ITERATION NUMBER 890. Current Log-Posterior: 388518 Step Size: 731.9344831 Smoothing Hyper-parameters: 0.446432 0.429014 0.315518 0.282331 0.185380 0.323802 Expected Total MS Cnt: 26319.1 Backgound Scale: 7.81899. ITERATION NUMBER 891. Current Log-Posterior: 388453 Step Size: -65.07626871 Smoothing Hyper-parameters: 0.498549 0.437552 0.334117 0.244106 0.193788 0.272657 Expected Total MS Cnt: 26512.3 Backgound Scale: 7.78429. ITERATION NUMBER 892. Current Log-Posterior: 387658 Step Size: -794.0772083 Smoothing Hyper-parameters: 0.468855 0.413773 0.330108 0.299199 0.171246 0.129125 Expected Total MS Cnt: 26880.5 Backgound Scale: 7.79343. ITERATION NUMBER 893. Current Log-Posterior: 388173 Step Size: 514.4513505 Smoothing Hyper-parameters: 0.516456 0.471424 0.338937 0.198920 0.276872 0.204187 Expected Total MS Cnt: 26856.4 Backgound Scale: 7.69276. ITERATION NUMBER 894. Current Log-Posterior: 387294 Step Size: -878.5263644 Smoothing Hyper-parameters: 0.548759 0.335811 0.373583 0.269685 0.172350 0.206304 Expected Total MS Cnt: 26764.6 Backgound Scale: 7.72779. ITERATION NUMBER 895. Current Log-Posterior: 387554 Step Size: 259.2258064 Smoothing Hyper-parameters: 0.520033 0.448756 0.319500 0.269597 0.271795 0.135247 Expected Total MS Cnt: 26857.7 Backgound Scale: 7.74601. ITERATION NUMBER 896. Current Log-Posterior: 387389 Step Size: -164.6099512 Smoothing Hyper-parameters: 0.544036 0.340142 0.327350 0.167105 0.139673 0.117925 Expected Total MS Cnt: 26684.9 Backgound Scale: 7.7439. ITERATION NUMBER 897. Current Log-Posterior: 387697 Step Size: 308.4490831 Smoothing Hyper-parameters: 0.545733 0.342039 0.226402 0.201355 0.225243 0.199167 Expected Total MS Cnt: 26782.7 Backgound Scale: 7.6821. ITERATION NUMBER 898. Current Log-Posterior: 387872 Step Size: 174.1809823 Smoothing Hyper-parameters: 0.345479 0.407618 0.293682 0.251310 0.180538 0.307400 Expected Total MS Cnt: 27039.6 Backgound Scale: 7.70606. ITERATION NUMBER 899. Current Log-Posterior: 390789 Step Size: 2917.579334 Smoothing Hyper-parameters: 0.560792 0.382919 0.370199 0.218697 0.175195 0.201012 Expected Total MS Cnt: 26495 Backgound Scale: 7.76886. ITERATION NUMBER 900. Current Log-Posterior: 387121 Step Size: -3668.224946 Smoothing Hyper-parameters: 0.430889 0.435259 0.263776 0.252410 0.193945 0.147629 Expected Total MS Cnt: 26065.2 Backgound Scale: 7.78214. ITERATION NUMBER 901. Current Log-Posterior: 388903 Step Size: 1781.714438 Smoothing Hyper-parameters: 0.502292 0.418523 0.269245 0.275135 0.206333 0.194110 Expected Total MS Cnt: 26151.6 Backgound Scale: 7.83714. ITERATION NUMBER 902. Current Log-Posterior: 387777 Step Size: -1125.592859 Smoothing Hyper-parameters: 0.398548 0.318777 0.304633 0.312585 0.221262 0.172634 Expected Total MS Cnt: 26060 Backgound Scale: 7.83723. ITERATION NUMBER 903. Current Log-Posterior: 389919 Step Size: 2141.671647 Smoothing Hyper-parameters: 0.368716 0.421161 0.321686 0.222378 0.179465 0.229816 Expected Total MS Cnt: 26111.6 Backgound Scale: 7.79617. ITERATION NUMBER 904. Current Log-Posterior: 390204 Step Size: 284.8545099 Smoothing Hyper-parameters: 0.425124 0.498070 0.295230 0.195995 0.225845 0.244030 Expected Total MS Cnt: 26016.6 Backgound Scale: 7.78562. ITERATION NUMBER 905. Current Log-Posterior: 388610 Step Size: -1593.415109 Smoothing Hyper-parameters: 0.448324 0.390734 0.286845 0.250408 0.378962 0.172670 Expected Total MS Cnt: 26271.3 Backgound Scale: 7.80376. ITERATION NUMBER 906. Current Log-Posterior: 388614 Step Size: 3.385380166 Smoothing Hyper-parameters: 0.471938 0.356941 0.322998 0.143030 0.223097 0.250818 Expected Total MS Cnt: 26718.7 Backgound Scale: 7.75021. ITERATION NUMBER 907. Current Log-Posterior: 388481 Step Size: -132.9015181 Smoothing Hyper-parameters: 0.526693 0.393095 0.343124 0.196964 0.283762 0.151054 Expected Total MS Cnt: 26644.6 Backgound Scale: 7.81501. ITERATION NUMBER 908. Current Log-Posterior: 387469 Step Size: -1011.429418 Smoothing Hyper-parameters: 0.483232 0.446093 0.246858 0.226170 0.132113 0.160843 Expected Total MS Cnt: 26306.4 Backgound Scale: 7.77592. ITERATION NUMBER 909. Current Log-Posterior: 388109 Step Size: 639.5599714 Smoothing Hyper-parameters: 0.417437 0.425577 0.254685 0.291446 0.141730 0.250594 Expected Total MS Cnt: 26205.6 Backgound Scale: 7.86672. ITERATION NUMBER 910. Current Log-Posterior: 389133 Step Size: 1024.01856 Smoothing Hyper-parameters: 0.456883 0.372220 0.245526 0.165031 0.189705 0.237827 Expected Total MS Cnt: 26075.4 Backgound Scale: 7.81269. ITERATION NUMBER 911. Current Log-Posterior: 388727 Step Size: -406.1033122 Smoothing Hyper-parameters: 0.529622 0.389378 0.237936 0.193159 0.103458 0.279726 Expected Total MS Cnt: 26347 Backgound Scale: 7.79906. ITERATION NUMBER 912. Current Log-Posterior: 387770 Step Size: -956.7047325 Smoothing Hyper-parameters: 0.424450 0.423848 0.251547 0.325171 0.222023 0.214327 Expected Total MS Cnt: 26016.4 Backgound Scale: 7.78885. ITERATION NUMBER 913. Current Log-Posterior: 388962 Step Size: 1191.585628 Smoothing Hyper-parameters: 0.386100 0.468530 0.271430 0.236201 0.160819 0.343801 Expected Total MS Cnt: 26303.8 Backgound Scale: 7.8034. ITERATION NUMBER 914. Current Log-Posterior: 389658 Step Size: 696.5280454 Smoothing Hyper-parameters: 0.464202 0.469967 0.245588 0.223851 0.077653 0.139193 Expected Total MS Cnt: 26287.3 Backgound Scale: 7.80565. ITERATION NUMBER 915. Current Log-Posterior: 388222 Step Size: -1435.833935 Smoothing Hyper-parameters: 0.448858 0.548176 0.297303 0.242531 0.162871 0.164819 Expected Total MS Cnt: 26506.1 Backgound Scale: 7.79449. ITERATION NUMBER 916. Current Log-Posterior: 388219 Step Size: -3.483180791 Smoothing Hyper-parameters: 0.435081 0.340381 0.330634 0.284368 0.118845 0.131073 Expected Total MS Cnt: 26772.5 Backgound Scale: 7.75311. ITERATION NUMBER 917. Current Log-Posterior: 389224 Step Size: 1005.087998 Smoothing Hyper-parameters: 0.476966 0.327129 0.287467 0.295112 0.155320 0.163454 Expected Total MS Cnt: 26533.8 Backgound Scale: 7.78628. ITERATION NUMBER 918. Current Log-Posterior: 388603 Step Size: -620.7269116 Smoothing Hyper-parameters: 0.425013 0.350834 0.350196 0.234006 0.225686 0.268919 Expected Total MS Cnt: 26441.8 Backgound Scale: 7.79254. ITERATION NUMBER 919. Current Log-Posterior: 389362 Step Size: 758.692094 Smoothing Hyper-parameters: 0.460548 0.359817 0.226837 0.279410 0.081514 0.287411 Expected Total MS Cnt: 26237.6 Backgound Scale: 7.84188. ITERATION NUMBER 920. Current Log-Posterior: 388950 Step Size: -412.3137679 Smoothing Hyper-parameters: 0.441816 0.481223 0.317490 0.223875 0.136083 0.143566 Expected Total MS Cnt: 26235.1 Backgound Scale: 7.78867. ITERATION NUMBER 921. Current Log-Posterior: 388542 Step Size: -407.3492812 Smoothing Hyper-parameters: 0.385980 0.393789 0.300997 0.205046 0.192436 0.135734 Expected Total MS Cnt: 26194.4 Backgound Scale: 7.75644. ITERATION NUMBER 922. Current Log-Posterior: 389964 Step Size: 1421.412025 Smoothing Hyper-parameters: 0.433875 0.402123 0.359474 0.304748 0.073370 0.260168 Expected Total MS Cnt: 26328.9 Backgound Scale: 7.73978. ITERATION NUMBER 923. Current Log-Posterior: 388797 Step Size: -1166.961294 Smoothing Hyper-parameters: 0.395999 0.398412 0.361007 0.251871 0.193482 0.156275 Expected Total MS Cnt: 26272 Backgound Scale: 7.79279. ITERATION NUMBER 924. Current Log-Posterior: 389453 Step Size: 656.3150156 Smoothing Hyper-parameters: 0.389177 0.478105 0.401103 0.277468 0.124125 0.178593 Expected Total MS Cnt: 26316.6 Backgound Scale: 7.84816. ITERATION NUMBER 925. Current Log-Posterior: 389274 Step Size: -179.4882747 Smoothing Hyper-parameters: 0.379715 0.454926 0.308567 0.307790 0.275071 0.144783 Expected Total MS Cnt: 26496.3 Backgound Scale: 7.76153. ITERATION NUMBER 926. Current Log-Posterior: 389626 Step Size: 352.2984992 Smoothing Hyper-parameters: 0.386960 0.363080 0.331879 0.334526 0.261096 0.237559 Expected Total MS Cnt: 26622.6 Backgound Scale: 7.77527. ITERATION NUMBER 927. Current Log-Posterior: 389912 Step Size: 286.6318742 Smoothing Hyper-parameters: 0.397227 0.420561 0.377886 0.369818 0.181436 0.350013 Expected Total MS Cnt: 26218.3 Backgound Scale: 7.74801. ITERATION NUMBER 928. Current Log-Posterior: 389285 Step Size: -627.7585601 Smoothing Hyper-parameters: 0.422613 0.361823 0.350785 0.288833 0.259947 0.242491 Expected Total MS Cnt: 26668.2 Backgound Scale: 7.74235. ITERATION NUMBER 929. Current Log-Posterior: 389285 Step Size: 0.5665932038 Smoothing Hyper-parameters: 0.491904 0.370903 0.287703 0.237287 0.259823 0.246763 Expected Total MS Cnt: 26820.6 Backgound Scale: 7.74683. ITERATION NUMBER 930. Current Log-Posterior: 388069 Step Size: -1216.486609 Smoothing Hyper-parameters: 0.424814 0.422019 0.329500 0.353330 0.210016 0.226636 Expected Total MS Cnt: 26699.8 Backgound Scale: 7.74635. ITERATION NUMBER 931. Current Log-Posterior: 388834 Step Size: 764.9057143 Smoothing Hyper-parameters: 0.370053 0.427250 0.371832 0.314309 0.218349 0.161689 Expected Total MS Cnt: 26596.4 Backgound Scale: 7.74476. ITERATION NUMBER 932. Current Log-Posterior: 389879 Step Size: 1045.039507 Smoothing Hyper-parameters: 0.441892 0.415139 0.313615 0.231325 0.238745 0.187720 Expected Total MS Cnt: 26747.3 Backgound Scale: 7.72393. ITERATION NUMBER 933. Current Log-Posterior: 388595 Step Size: -1283.334955 Smoothing Hyper-parameters: 0.440727 0.403233 0.377231 0.307113 0.166199 0.140964 Expected Total MS Cnt: 26867.8 Backgound Scale: 7.76212. ITERATION NUMBER 934. Current Log-Posterior: 388572 Step Size: -22.9024998 Smoothing Hyper-parameters: 0.375635 0.505423 0.393481 0.242192 0.119485 0.172608 Expected Total MS Cnt: 26742.7 Backgound Scale: 7.76147. ITERATION NUMBER 935. Current Log-Posterior: 389476 Step Size: 903.9213032 Smoothing Hyper-parameters: 0.380799 0.342223 0.307159 0.280321 0.282584 0.136261 Expected Total MS Cnt: 27069.9 Backgound Scale: 7.78723. ITERATION NUMBER 936. Current Log-Posterior: 390269 Step Size: 792.8601384 Smoothing Hyper-parameters: 0.470044 0.421904 0.301281 0.285652 0.112252 0.130394 Expected Total MS Cnt: 26945.7 Backgound Scale: 7.72456. ITERATION NUMBER 937. Current Log-Posterior: 388377 Step Size: -1892.03349 Smoothing Hyper-parameters: 0.505068 0.350127 0.322467 0.186131 0.242093 0.362904 Expected Total MS Cnt: 27322.1 Backgound Scale: 7.69176. ITERATION NUMBER 938. Current Log-Posterior: 388123 Step Size: -254.0699581 Smoothing Hyper-parameters: 0.404569 0.410200 0.314394 0.222799 0.179932 0.171312 Expected Total MS Cnt: 27111.5 Backgound Scale: 7.69187. ITERATION NUMBER 939. Current Log-Posterior: 389285 Step Size: 1161.58989 Smoothing Hyper-parameters: 0.452945 0.446763 0.465762 0.299080 0.098395 0.172206 Expected Total MS Cnt: 26973.2 Backgound Scale: 7.75122. ITERATION NUMBER 940. Current Log-Posterior: 388168 Step Size: -1116.86776 Smoothing Hyper-parameters: 0.510941 0.345728 0.303878 0.258191 0.174297 0.152707 Expected Total MS Cnt: 26837.9 Backgound Scale: 7.7314. ITERATION NUMBER 941. Current Log-Posterior: 388174 Step Size: 5.753561964 Smoothing Hyper-parameters: 0.396381 0.480052 0.255864 0.235389 0.194465 0.072463 Expected Total MS Cnt: 26993.3 Backgound Scale: 7.69364. ITERATION NUMBER 942. Current Log-Posterior: 389442 Step Size: 1268.439164 Smoothing Hyper-parameters: 0.437133 0.350846 0.256585 0.302272 0.220385 0.204991 Expected Total MS Cnt: 26981.5 Backgound Scale: 7.75364. ITERATION NUMBER 943. Current Log-Posterior: 389151 Step Size: -291.4335508 Smoothing Hyper-parameters: 0.462850 0.292455 0.309407 0.257086 0.172052 0.301921 Expected Total MS Cnt: 26860.6 Backgound Scale: 7.71748. ITERATION NUMBER 944. Current Log-Posterior: 389186 Step Size: 35.70088235 Smoothing Hyper-parameters: 0.461290 0.418300 0.314602 0.311823 0.227668 0.228640 Expected Total MS Cnt: 26696.8 Backgound Scale: 7.70287. ITERATION NUMBER 945. Current Log-Posterior: 388271 Step Size: -915.7916962 Smoothing Hyper-parameters: 0.427196 0.470192 0.298352 0.155772 0.183757 0.129870 Expected Total MS Cnt: 26714.1 Backgound Scale: 7.74556. ITERATION NUMBER 946. Current Log-Posterior: 388866 Step Size: 595.198093 Smoothing Hyper-parameters: 0.441529 0.395925 0.286316 0.272336 0.284389 0.125852 Expected Total MS Cnt: 26791.6 Backgound Scale: 7.74338. ITERATION NUMBER 947. Current Log-Posterior: 388900 Step Size: 34.54486955 Smoothing Hyper-parameters: 0.429767 0.389521 0.304404 0.165198 0.143605 0.091610 Expected Total MS Cnt: 26924.4 Backgound Scale: 7.78607. ITERATION NUMBER 948. Current Log-Posterior: 389054 Step Size: 153.6465416 Smoothing Hyper-parameters: 0.421977 0.452008 0.321755 0.227393 0.236859 0.236287 Expected Total MS Cnt: 26693.3 Backgound Scale: 7.73521. ITERATION NUMBER 949. Current Log-Posterior: 388773 Step Size: -281.3477176 Smoothing Hyper-parameters: 0.453019 0.331675 0.282218 0.227158 0.249245 0.328479 Expected Total MS Cnt: 26721.1 Backgound Scale: 7.76022. ITERATION NUMBER 950. Current Log-Posterior: 389027 Step Size: 253.9764496 Smoothing Hyper-parameters: 0.450703 0.372954 0.456050 0.177624 0.230201 0.166560 Expected Total MS Cnt: 26723.8 Backgound Scale: 7.77903. ITERATION NUMBER 951. Current Log-Posterior: 388619 Step Size: -407.0797068 Smoothing Hyper-parameters: 0.452216 0.488542 0.275342 0.252475 0.274109 0.098558 Expected Total MS Cnt: 26503.4 Backgound Scale: 7.71303. ITERATION NUMBER 952. Current Log-Posterior: 388280 Step Size: -339.5908671 Smoothing Hyper-parameters: 0.441137 0.428905 0.270825 0.217330 0.138246 0.267614 Expected Total MS Cnt: 26419.6 Backgound Scale: 7.75712. ITERATION NUMBER 953. Current Log-Posterior: 388684 Step Size: 404.4089363 Smoothing Hyper-parameters: 0.387374 0.394649 0.381311 0.267993 0.126425 0.260672 Expected Total MS Cnt: 26280 Backgound Scale: 7.7615. ITERATION NUMBER 954. Current Log-Posterior: 389597 Step Size: 912.7897831 Smoothing Hyper-parameters: 0.443120 0.344348 0.334796 0.302118 0.153663 0.209895 Expected Total MS Cnt: 26515.1 Backgound Scale: 7.81164. ITERATION NUMBER 955. Current Log-Posterior: 389003 Step Size: -593.9368056 Smoothing Hyper-parameters: 0.428890 0.347754 0.369267 0.187541 0.188939 0.091434 Expected Total MS Cnt: 26565.8 Backgound Scale: 7.7892. ITERATION NUMBER 956. Current Log-Posterior: 389188 Step Size: 185.1748291 Smoothing Hyper-parameters: 0.383793 0.363451 0.307829 0.316829 0.111615 0.192113 Expected Total MS Cnt: 26695.6 Backgound Scale: 7.75535. ITERATION NUMBER 957. Current Log-Posterior: 389991 Step Size: 802.9817132 Smoothing Hyper-parameters: 0.408018 0.349965 0.277672 0.340937 0.215114 0.068908 Expected Total MS Cnt: 26564.9 Backgound Scale: 7.7092. ITERATION NUMBER 958. Current Log-Posterior: 389761 Step Size: -230.514995 Smoothing Hyper-parameters: 0.364613 0.458246 0.295459 0.215713 0.136743 0.200043 Expected Total MS Cnt: 26571.9 Backgound Scale: 7.71742. ITERATION NUMBER 959. Current Log-Posterior: 390172 Step Size: 410.9157008 Smoothing Hyper-parameters: 0.397499 0.359933 0.328455 0.209331 0.223410 0.140642 Expected Total MS Cnt: 27070 Backgound Scale: 7.75187. ITERATION NUMBER 960. Current Log-Posterior: 389833 Step Size: -338.8182321 Smoothing Hyper-parameters: 0.442696 0.341783 0.255819 0.219371 0.247091 0.193208 Expected Total MS Cnt: 26737.7 Backgound Scale: 7.6955. ITERATION NUMBER 961. Current Log-Posterior: 389350 Step Size: -483.3704086 Smoothing Hyper-parameters: 0.415678 0.340207 0.401869 0.284037 0.198238 0.279668 Expected Total MS Cnt: 26825.9 Backgound Scale: 7.70724. ITERATION NUMBER 962. Current Log-Posterior: 389566 Step Size: 216.8554564 Smoothing Hyper-parameters: 0.389139 0.345226 0.291498 0.264470 0.290132 0.174824 Expected Total MS Cnt: 26888.8 Backgound Scale: 7.7552. ITERATION NUMBER 963. Current Log-Posterior: 390141 Step Size: 574.7745167 Smoothing Hyper-parameters: 0.424461 0.370525 0.323029 0.196645 0.114770 0.146095 Expected Total MS Cnt: 26677.8 Backgound Scale: 7.73931. ITERATION NUMBER 964. Current Log-Posterior: 389349 Step Size: -792.4476516 Smoothing Hyper-parameters: 0.401619 0.429089 0.223756 0.185466 0.163643 0.213894 Expected Total MS Cnt: 26612.1 Backgound Scale: 7.74094. ITERATION NUMBER 965. Current Log-Posterior: 389473 Step Size: 124.1655932 Smoothing Hyper-parameters: 0.396822 0.501991 0.329717 0.280696 0.125048 0.356564 Expected Total MS Cnt: 26628.7 Backgound Scale: 7.83597. ITERATION NUMBER 966. Current Log-Posterior: 389181 Step Size: -291.8585926 Smoothing Hyper-parameters: 0.446551 0.368347 0.336587 0.271935 0.510107 0.153643 Expected Total MS Cnt: 26477.8 Backgound Scale: 7.80948. ITERATION NUMBER 967. Current Log-Posterior: 388808 Step Size: -373.4095315 Smoothing Hyper-parameters: 0.457475 0.368604 0.412113 0.282596 0.161349 0.253353 Expected Total MS Cnt: 26912.8 Backgound Scale: 7.74445. ITERATION NUMBER 968. Current Log-Posterior: 388626 Step Size: -181.4402617 Smoothing Hyper-parameters: 0.428680 0.478852 0.339954 0.219773 0.177761 0.130342 Expected Total MS Cnt: 26670.7 Backgound Scale: 7.75052. ITERATION NUMBER 969. Current Log-Posterior: 388699 Step Size: 73.1341191 Smoothing Hyper-parameters: 0.462347 0.394118 0.291680 0.267110 0.116662 0.167045 Expected Total MS Cnt: 26727.9 Backgound Scale: 7.7538. ITERATION NUMBER 970. Current Log-Posterior: 388498 Step Size: -200.9218938 Smoothing Hyper-parameters: 0.499129 0.414859 0.399304 0.309123 0.220342 0.210933 Expected Total MS Cnt: 26928.7 Backgound Scale: 7.78464. ITERATION NUMBER 971. Current Log-Posterior: 387650 Step Size: -848.5813475 Smoothing Hyper-parameters: 0.428809 0.458800 0.354588 0.256163 0.280566 0.206214 Expected Total MS Cnt: 26803.4 Backgound Scale: 7.71735. ITERATION NUMBER 972. Current Log-Posterior: 388717 Step Size: 1067.147143 Smoothing Hyper-parameters: 0.419282 0.511898 0.362440 0.252147 0.085086 0.138419 Expected Total MS Cnt: 26907.3 Backgound Scale: 7.7183. ITERATION NUMBER 973. Current Log-Posterior: 388693 Step Size: -23.5116148 Smoothing Hyper-parameters: 0.464025 0.418161 0.340295 0.213439 0.278783 0.257414 Expected Total MS Cnt: 26813.3 Backgound Scale: 7.74754. ITERATION NUMBER 974. Current Log-Posterior: 388272 Step Size: -421.1602479 Smoothing Hyper-parameters: 0.403336 0.372857 0.350598 0.294705 0.167492 0.131435 Expected Total MS Cnt: 26725.4 Backgound Scale: 7.73381. ITERATION NUMBER 975. Current Log-Posterior: 389629 Step Size: 1357.219132 Smoothing Hyper-parameters: 0.470550 0.413282 0.336517 0.311582 0.317658 0.206804 Expected Total MS Cnt: 26924.3 Backgound Scale: 7.71725. ITERATION NUMBER 976. Current Log-Posterior: 388144 Step Size: -1485.694768 Smoothing Hyper-parameters: 0.391329 0.540941 0.336578 0.274608 0.298799 0.197419 Expected Total MS Cnt: 26723 Backgound Scale: 7.69589. ITERATION NUMBER 977. Current Log-Posterior: 389232 Step Size: 1088.131551 Smoothing Hyper-parameters: 0.483428 0.341362 0.281630 0.195263 0.184141 0.189048 Expected Total MS Cnt: 26881.5 Backgound Scale: 7.69015. ITERATION NUMBER 978. Current Log-Posterior: 388521 Step Size: -711.3982672 Smoothing Hyper-parameters: 0.426841 0.485920 0.309095 0.272296 0.205451 0.273597 Expected Total MS Cnt: 26824.1 Backgound Scale: 7.68831. ITERATION NUMBER 979. Current Log-Posterior: 388584 Step Size: 63.05842976 Smoothing Hyper-parameters: 0.487413 0.382578 0.320573 0.281486 0.121051 0.116311 Expected Total MS Cnt: 27045.5 Backgound Scale: 7.6907. ITERATION NUMBER 980. Current Log-Posterior: 388134 Step Size: -449.6835299 Smoothing Hyper-parameters: 0.388937 0.371068 0.371449 0.275331 0.133258 0.159341 Expected Total MS Cnt: 27135.6 Backgound Scale: 7.75088. ITERATION NUMBER 981. Current Log-Posterior: 389910 Step Size: 1775.648345 Smoothing Hyper-parameters: 0.504430 0.431684 0.322157 0.193087 0.228186 0.165701 Expected Total MS Cnt: 27254.7 Backgound Scale: 7.72463. ITERATION NUMBER 982. Current Log-Posterior: 387835 Step Size: -2075.024242 Smoothing Hyper-parameters: 0.401631 0.407913 0.416135 0.221267 0.240202 0.161715 Expected Total MS Cnt: 26871.4 Backgound Scale: 7.69153. ITERATION NUMBER 983. Current Log-Posterior: 389311 Step Size: 1476.983455 Smoothing Hyper-parameters: 0.455989 0.360999 0.262188 0.331798 0.226884 0.079406 Expected Total MS Cnt: 27201.6 Backgound Scale: 7.70821. ITERATION NUMBER 984. Current Log-Posterior: 388806 Step Size: -505.1350465 Smoothing Hyper-parameters: 0.381171 0.475771 0.352846 0.252413 0.203366 0.184867 Expected Total MS Cnt: 26855 Backgound Scale: 7.81294. ITERATION NUMBER 985. Current Log-Posterior: 389529 Step Size: 722.2890073 Smoothing Hyper-parameters: 0.478212 0.465481 0.267328 0.248322 0.214810 0.184566 Expected Total MS Cnt: 26540.4 Backgound Scale: 7.78692. ITERATION NUMBER 986. Current Log-Posterior: 388006 Step Size: -1522.857296 Smoothing Hyper-parameters: 0.444933 0.443003 0.282085 0.252899 0.151323 0.186578 Expected Total MS Cnt: 26979.6 Backgound Scale: 7.81103. ITERATION NUMBER 987. Current Log-Posterior: 388665 Step Size: 659.4251513 Smoothing Hyper-parameters: 0.447983 0.307986 0.459052 0.242139 0.173151 0.125425 Expected Total MS Cnt: 26975.9 Backgound Scale: 7.74443. ITERATION NUMBER 988. Current Log-Posterior: 389145 Step Size: 479.6803038 Smoothing Hyper-parameters: 0.474592 0.448725 0.334911 0.247062 0.134242 0.236167 Expected Total MS Cnt: 26708 Backgound Scale: 7.73155. ITERATION NUMBER 989. Current Log-Posterior: 388054 Step Size: -1090.434209 Smoothing Hyper-parameters: 0.431772 0.299465 0.308330 0.157863 0.206047 0.101681 Expected Total MS Cnt: 26915.3 Backgound Scale: 7.74029. ITERATION NUMBER 990. Current Log-Posterior: 389734 Step Size: 1679.429271 Smoothing Hyper-parameters: 0.415140 0.522889 0.356949 0.274391 0.127709 0.201527 Expected Total MS Cnt: 27140.6 Backgound Scale: 7.70861. ITERATION NUMBER 991. Current Log-Posterior: 388846 Step Size: -887.5891385 Smoothing Hyper-parameters: 0.470727 0.434230 0.324684 0.243263 0.179637 0.151352 Expected Total MS Cnt: 27248.3 Backgound Scale: 7.62912. ITERATION NUMBER 992. Current Log-Posterior: 388139 Step Size: -707.0658942 Smoothing Hyper-parameters: 0.416035 0.483788 0.308049 0.219708 0.341149 0.297722 Expected Total MS Cnt: 27682.2 Backgound Scale: 7.59174. ITERATION NUMBER 993. Current Log-Posterior: 388810 Step Size: 670.6554414 Smoothing Hyper-parameters: 0.500492 0.375680 0.391552 0.217018 0.224477 0.271552 Expected Total MS Cnt: 27814.3 Backgound Scale: 7.70311. ITERATION NUMBER 994. Current Log-Posterior: 387872 Step Size: -937.7083927 Smoothing Hyper-parameters: 0.401628 0.350513 0.459883 0.146046 0.278748 0.153723 Expected Total MS Cnt: 27678.5 Backgound Scale: 7.65273. ITERATION NUMBER 995. Current Log-Posterior: 389624 Step Size: 1751.668529 Smoothing Hyper-parameters: 0.376295 0.469064 0.332799 0.206910 0.168051 0.257507 Expected Total MS Cnt: 27689.6 Backgound Scale: 7.67251. ITERATION NUMBER 996. Current Log-Posterior: 389633 Step Size: 9.597631023 Smoothing Hyper-parameters: 0.415284 0.485050 0.302816 0.238556 0.194104 0.309269 Expected Total MS Cnt: 28013.1 Backgound Scale: 7.70624. ITERATION NUMBER 997. Current Log-Posterior: 388971 Step Size: -662.9422228 Smoothing Hyper-parameters: 0.427753 0.362235 0.335524 0.265476 0.269974 0.267960 Expected Total MS Cnt: 27423.1 Backgound Scale: 7.67374. ITERATION NUMBER 998. Current Log-Posterior: 389106 Step Size: 135.0400961 Smoothing Hyper-parameters: 0.443435 0.335516 0.328663 0.201325 0.258194 0.109630 Expected Total MS Cnt: 27671.4 Backgound Scale: 7.65597. ITERATION NUMBER 999. Current Log-Posterior: 389127 Step Size: 21.38846544 Smoothing Hyper-parameters: 0.456317 0.420911 0.355413 0.289388 0.124889 0.263298 Expected Total MS Cnt: 27764.5 Backgound Scale: 7.62705. ITERATION NUMBER 1000. Current Log-Posterior: 388474 Step Size: -653.1991776 Smoothing Hyper-parameters: 0.442529 0.496583 0.363839 0.387174 0.283574 0.254952 Expected Total MS Cnt: 27473.7 Backgound Scale: 7.64576. > movie(mcmc.sample)