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.070130c.txt bkg.txt cp map_ex1.txt map.txt cat run-bayes-image-analysis.sh > do_emc2c1_ModelDataPaddedIntTime1.0.64sq.070130con_counts_g1-9_g004gt1GeV64x64b.it1000.ms100gamttlcnt_1_.05FitS0.070130c.log echo "Using starting src of:" >> do_emc2c1_ModelDataPaddedIntTime1.0.64sq.070130con_counts_g1-9_g004gt1GeV64x64b.it1000.ms100gamttlcnt_1_.05FitS0.070130c.log head src.txt >> do_emc2c1_ModelDataPaddedIntTime1.0.64sq.070130con_counts_g1-9_g004gt1GeV64x64b.it1000.ms100gamttlcnt_1_.05FitS0.070130c.log echo "Using PSF of:" >> do_emc2c1_ModelDataPaddedIntTime1.0.64sq.070130con_counts_g1-9_g004gt1GeV64x64b.it1000.ms100gamttlcnt_1_.05FitS0.070130c.log head psf.txt >> do_emc2c1_ModelDataPaddedIntTime1.0.64sq.070130con_counts_g1-9_g004gt1GeV64x64b.it1000.ms100gamttlcnt_1_.05FitS0.070130c.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.070130con_counts_g1-9_g004gt1GeV64x64b.it1000.ms100gamttlcnt_1_.05FitS0.070130c.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.070130con_counts_g1-9_g004gt1GeV64x64b.it1000.ms100gamttlcnt_1_.05FitS0.070130c.output.txt ### mv dump.txt do_emc2c1_ModelDataPaddedIntTime1.0.64sq.070130con_counts_g1-9_g004gt1GeV64x64b.it1000.ms100gamttlcnt_1_.05FitS0.070130c.dump.txt ### mv Rplots.ps do_emc2c1_ModelDataPaddedIntTime1.0.64sq.070130con_counts_g1-9_g004gt1GeV64x64b.it1000.ms100gamttlcnt_1_.05FitS0.070130c.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: 207373 Smoothing Hyper-parameters: 1.199337 0.938171 0.644546 0.513069 0.128295 0.146217 Expected Total MS Cnt: 16378.8 Backgound Scale: 11.3788. ITERATION NUMBER 2. Current Log-Posterior: 372313 Step Size: 164940.5255 Smoothing Hyper-parameters: 0.933539 0.841500 0.600677 0.397546 0.142540 0.285554 Expected Total MS Cnt: 16259.1 Backgound Scale: 11.4035. ITERATION NUMBER 3. Current Log-Posterior: 379145 Step Size: 6831.763126 Smoothing Hyper-parameters: 0.822183 0.826661 0.582904 0.367699 0.218794 0.247608 Expected Total MS Cnt: 17376.9 Backgound Scale: 11.2215. ITERATION NUMBER 4. Current Log-Posterior: 381430 Step Size: 2285.083615 Smoothing Hyper-parameters: 0.761288 0.748411 0.665911 0.319629 0.280838 0.353205 Expected Total MS Cnt: 18258.7 Backgound Scale: 11.0673. ITERATION NUMBER 5. Current Log-Posterior: 382702 Step Size: 1271.494287 Smoothing Hyper-parameters: 0.713090 0.677285 0.675590 0.271684 0.149411 0.316493 Expected Total MS Cnt: 19271.3 Backgound Scale: 11.0459. ITERATION NUMBER 6. Current Log-Posterior: 383689 Step Size: 987.0537566 Smoothing Hyper-parameters: 0.687637 0.698973 0.531036 0.351181 0.140102 0.207583 Expected Total MS Cnt: 19832.9 Backgound Scale: 10.8382. ITERATION NUMBER 7. Current Log-Posterior: 384144 Step Size: 455.3496189 Smoothing Hyper-parameters: 0.463757 0.770980 0.493295 0.386022 0.160874 0.273273 Expected Total MS Cnt: 20578.7 Backgound Scale: 10.7795. ITERATION NUMBER 8. Current Log-Posterior: 386774 Step Size: 2630.098213 Smoothing Hyper-parameters: 0.538631 0.654366 0.451743 0.172734 0.247448 0.134230 Expected Total MS Cnt: 20587 Backgound Scale: 10.6949. ITERATION NUMBER 9. Current Log-Posterior: 386212 Step Size: -562.0751061 Smoothing Hyper-parameters: 0.532065 0.635836 0.493554 0.335441 0.370640 0.095226 Expected Total MS Cnt: 21066.2 Backgound Scale: 10.6604. ITERATION NUMBER 10. Current Log-Posterior: 386277 Step Size: 64.78521917 Smoothing Hyper-parameters: 0.469756 0.609929 0.532404 0.346617 0.159850 0.275283 Expected Total MS Cnt: 21373.4 Backgound Scale: 10.6242. ITERATION NUMBER 11. Current Log-Posterior: 387280 Step Size: 1003.366186 Smoothing Hyper-parameters: 0.473696 0.627536 0.542586 0.275399 0.151922 0.202372 Expected Total MS Cnt: 21466.9 Backgound Scale: 10.6269. ITERATION NUMBER 12. Current Log-Posterior: 387152 Step Size: -127.753074 Smoothing Hyper-parameters: 0.521846 0.626436 0.552810 0.224947 0.141499 0.133617 Expected Total MS Cnt: 22040.6 Backgound Scale: 10.4874. ITERATION NUMBER 13. Current Log-Posterior: 386591 Step Size: -560.9155322 Smoothing Hyper-parameters: 0.446244 0.607311 0.558467 0.344900 0.321913 0.194955 Expected Total MS Cnt: 21936.7 Backgound Scale: 10.4773. ITERATION NUMBER 14. Current Log-Posterior: 387798 Step Size: 1206.975669 Smoothing Hyper-parameters: 0.499413 0.578537 0.419668 0.335099 0.197449 0.288703 Expected Total MS Cnt: 22403.8 Backgound Scale: 10.5178. ITERATION NUMBER 15. Current Log-Posterior: 387067 Step Size: -731.0379112 Smoothing Hyper-parameters: 0.461550 0.537589 0.532971 0.386767 0.210510 0.266453 Expected Total MS Cnt: 22302.4 Backgound Scale: 10.4542. ITERATION NUMBER 16. Current Log-Posterior: 387632 Step Size: 564.789354 Smoothing Hyper-parameters: 0.560597 0.520443 0.545354 0.365712 0.161900 0.179048 Expected Total MS Cnt: 22721.5 Backgound Scale: 10.4053. ITERATION NUMBER 17. Current Log-Posterior: 386352 Step Size: -1280.245798 Smoothing Hyper-parameters: 0.512065 0.542722 0.518081 0.396744 0.202273 0.220649 Expected Total MS Cnt: 22929.2 Backgound Scale: 10.3984. ITERATION NUMBER 18. Current Log-Posterior: 386919 Step Size: 566.5625894 Smoothing Hyper-parameters: 0.457423 0.628421 0.515716 0.293498 0.238161 0.160668 Expected Total MS Cnt: 22841.6 Backgound Scale: 10.3743. ITERATION NUMBER 19. Current Log-Posterior: 387633 Step Size: 714.0415234 Smoothing Hyper-parameters: 0.462175 0.598029 0.541644 0.313116 0.374106 0.135325 Expected Total MS Cnt: 22944.4 Backgound Scale: 10.3545. ITERATION NUMBER 20. Current Log-Posterior: 387499 Step Size: -133.9361483 Smoothing Hyper-parameters: 0.518055 0.567470 0.568601 0.298703 0.287503 0.190817 Expected Total MS Cnt: 23017.3 Backgound Scale: 10.399. ITERATION NUMBER 21. Current Log-Posterior: 386751 Step Size: -747.7562105 Smoothing Hyper-parameters: 0.468553 0.580339 0.467470 0.341395 0.237306 0.266353 Expected Total MS Cnt: 23205.5 Backgound Scale: 10.2579. ITERATION NUMBER 22. Current Log-Posterior: 387502 Step Size: 751.4441171 Smoothing Hyper-parameters: 0.434072 0.570113 0.485756 0.407250 0.201336 0.130571 Expected Total MS Cnt: 23493.1 Backgound Scale: 10.2661. ITERATION NUMBER 23. Current Log-Posterior: 388072 Step Size: 569.4102552 Smoothing Hyper-parameters: 0.474814 0.547022 0.568252 0.313764 0.250335 0.276156 Expected Total MS Cnt: 23328.3 Backgound Scale: 10.3083. ITERATION NUMBER 24. Current Log-Posterior: 387686 Step Size: -385.2452121 Smoothing Hyper-parameters: 0.437689 0.587634 0.480336 0.338405 0.195662 0.276046 Expected Total MS Cnt: 23007.2 Backgound Scale: 10.3073. ITERATION NUMBER 25. Current Log-Posterior: 388162 Step Size: 475.6785495 Smoothing Hyper-parameters: 0.533397 0.511374 0.442843 0.364743 0.179655 0.242759 Expected Total MS Cnt: 23511.8 Backgound Scale: 10.2652. ITERATION NUMBER 26. Current Log-Posterior: 386938 Step Size: -1224.602252 Smoothing Hyper-parameters: 0.447423 0.614523 0.529773 0.339053 0.241703 0.156926 Expected Total MS Cnt: 23575.1 Backgound Scale: 10.308. ITERATION NUMBER 27. Current Log-Posterior: 387659 Step Size: 721.4673696 Smoothing Hyper-parameters: 0.458890 0.567864 0.503022 0.427518 0.191679 0.264307 Expected Total MS Cnt: 23658.9 Backgound Scale: 10.1922. ITERATION NUMBER 28. Current Log-Posterior: 387857 Step Size: 198.2580006 Smoothing Hyper-parameters: 0.471001 0.597426 0.459484 0.355548 0.276552 0.148052 Expected Total MS Cnt: 23585.7 Backgound Scale: 10.258. ITERATION NUMBER 29. Current Log-Posterior: 387482 Step Size: -375.5769736 Smoothing Hyper-parameters: 0.409710 0.585662 0.484816 0.296519 0.250294 0.155601 Expected Total MS Cnt: 23627.1 Backgound Scale: 10.293. ITERATION NUMBER 30. Current Log-Posterior: 388614 Step Size: 1131.959508 Smoothing Hyper-parameters: 0.462793 0.504338 0.518516 0.276749 0.299808 0.256945 Expected Total MS Cnt: 23764.8 Backgound Scale: 10.3088. ITERATION NUMBER 31. Current Log-Posterior: 387948 Step Size: -665.9546425 Smoothing Hyper-parameters: 0.504491 0.585708 0.464786 0.371366 0.204559 0.201913 Expected Total MS Cnt: 23773 Backgound Scale: 10.2527. ITERATION NUMBER 32. Current Log-Posterior: 387033 Step Size: -914.633918 Smoothing Hyper-parameters: 0.497940 0.523916 0.535307 0.363318 0.264197 0.229600 Expected Total MS Cnt: 23822.3 Backgound Scale: 10.2453. ITERATION NUMBER 33. Current Log-Posterior: 387488 Step Size: 454.8051825 Smoothing Hyper-parameters: 0.516712 0.554798 0.488927 0.318338 0.239638 0.114353 Expected Total MS Cnt: 24209.6 Backgound Scale: 10.1583. ITERATION NUMBER 34. Current Log-Posterior: 386949 Step Size: -538.8142746 Smoothing Hyper-parameters: 0.483853 0.622827 0.435437 0.439457 0.228374 0.191416 Expected Total MS Cnt: 24379.9 Backgound Scale: 10.0968. ITERATION NUMBER 35. Current Log-Posterior: 387322 Step Size: 372.9958983 Smoothing Hyper-parameters: 0.464601 0.582046 0.423309 0.358095 0.242643 0.217170 Expected Total MS Cnt: 24602 Backgound Scale: 10.1089. ITERATION NUMBER 36. Current Log-Posterior: 387742 Step Size: 419.7015101 Smoothing Hyper-parameters: 0.454405 0.568010 0.502142 0.313256 0.380598 0.145419 Expected Total MS Cnt: 24415.7 Backgound Scale: 10.1195. ITERATION NUMBER 37. Current Log-Posterior: 387815 Step Size: 73.48946613 Smoothing Hyper-parameters: 0.425822 0.604500 0.499922 0.402776 0.233706 0.170444 Expected Total MS Cnt: 24336.4 Backgound Scale: 10.2126. ITERATION NUMBER 38. Current Log-Posterior: 388375 Step Size: 559.5706399 Smoothing Hyper-parameters: 0.412551 0.563939 0.412721 0.287438 0.217892 0.180802 Expected Total MS Cnt: 24498.4 Backgound Scale: 10.1967. ITERATION NUMBER 39. Current Log-Posterior: 388673 Step Size: 298.0480961 Smoothing Hyper-parameters: 0.417211 0.591892 0.464923 0.290555 0.228404 0.294772 Expected Total MS Cnt: 24535.1 Backgound Scale: 10.0542. ITERATION NUMBER 40. Current Log-Posterior: 388601 Step Size: -71.94817968 Smoothing Hyper-parameters: 0.416164 0.606718 0.484026 0.335824 0.194652 0.176631 Expected Total MS Cnt: 24305.8 Backgound Scale: 10.1238. ITERATION NUMBER 41. Current Log-Posterior: 388451 Step Size: -149.5605207 Smoothing Hyper-parameters: 0.469093 0.594690 0.433623 0.280897 0.199142 0.225862 Expected Total MS Cnt: 24616.2 Backgound Scale: 10.1445. ITERATION NUMBER 42. Current Log-Posterior: 387698 Step Size: -753.6828265 Smoothing Hyper-parameters: 0.463428 0.623817 0.443872 0.240208 0.210621 0.165843 Expected Total MS Cnt: 24605.1 Backgound Scale: 10.1277. ITERATION NUMBER 43. Current Log-Posterior: 387788 Step Size: 89.91212699 Smoothing Hyper-parameters: 0.514492 0.568996 0.525272 0.240998 0.273846 0.251187 Expected Total MS Cnt: 24460.8 Backgound Scale: 10.1248. ITERATION NUMBER 44. Current Log-Posterior: 387055 Step Size: -733.0621667 Smoothing Hyper-parameters: 0.443065 0.603791 0.416627 0.317682 0.176226 0.140563 Expected Total MS Cnt: 24151.3 Backgound Scale: 10.2059. ITERATION NUMBER 45. Current Log-Posterior: 388012 Step Size: 957.7352 Smoothing Hyper-parameters: 0.425981 0.664427 0.477377 0.426345 0.189004 0.209101 Expected Total MS Cnt: 24361.4 Backgound Scale: 10.1756. ITERATION NUMBER 46. Current Log-Posterior: 387985 Step Size: -27.4470601 Smoothing Hyper-parameters: 0.465166 0.533242 0.548613 0.377548 0.134117 0.342662 Expected Total MS Cnt: 24241.2 Backgound Scale: 10.1701. ITERATION NUMBER 47. Current Log-Posterior: 387850 Step Size: -134.419712 Smoothing Hyper-parameters: 0.456719 0.593604 0.460768 0.366842 0.283661 0.246018 Expected Total MS Cnt: 24185.8 Backgound Scale: 10.1549. ITERATION NUMBER 48. Current Log-Posterior: 387782 Step Size: -68.11685968 Smoothing Hyper-parameters: 0.521879 0.538296 0.504918 0.246074 0.133616 0.179281 Expected Total MS Cnt: 24493.7 Backgound Scale: 10.1237. ITERATION NUMBER 49. Current Log-Posterior: 387048 Step Size: -734.4636492 Smoothing Hyper-parameters: 0.456906 0.567920 0.465463 0.340578 0.238755 0.132490 Expected Total MS Cnt: 24775.6 Backgound Scale: 10.0799. ITERATION NUMBER 50. Current Log-Posterior: 387974 Step Size: 925.8691411 Smoothing Hyper-parameters: 0.488118 0.591610 0.468412 0.227964 0.225888 0.333493 Expected Total MS Cnt: 24844.1 Backgound Scale: 10.0875. ITERATION NUMBER 51. Current Log-Posterior: 387483 Step Size: -490.9403177 Smoothing Hyper-parameters: 0.472960 0.559345 0.527476 0.329399 0.200611 0.263649 Expected Total MS Cnt: 24782.6 Backgound Scale: 10.0853. ITERATION NUMBER 52. Current Log-Posterior: 387646 Step Size: 163.7146704 Smoothing Hyper-parameters: 0.477364 0.578762 0.427092 0.367450 0.157020 0.153550 Expected Total MS Cnt: 25096.5 Backgound Scale: 10.1324. ITERATION NUMBER 53. Current Log-Posterior: 387629 Step Size: -17.35162527 Smoothing Hyper-parameters: 0.462544 0.577119 0.557915 0.301654 0.253234 0.318392 Expected Total MS Cnt: 24768.3 Backgound Scale: 10.108. ITERATION NUMBER 54. Current Log-Posterior: 387712 Step Size: 82.44843247 Smoothing Hyper-parameters: 0.415520 0.622301 0.435129 0.286754 0.296373 0.226417 Expected Total MS Cnt: 24750.2 Backgound Scale: 10.1473. ITERATION NUMBER 55. Current Log-Posterior: 388477 Step Size: 765.9073826 Smoothing Hyper-parameters: 0.436052 0.549842 0.490468 0.276212 0.261064 0.216558 Expected Total MS Cnt: 24853.5 Backgound Scale: 10.0916. ITERATION NUMBER 56. Current Log-Posterior: 388384 Step Size: -93.13732974 Smoothing Hyper-parameters: 0.422710 0.586049 0.558215 0.209444 0.325085 0.161820 Expected Total MS Cnt: 24548 Backgound Scale: 10.0606. ITERATION NUMBER 57. Current Log-Posterior: 388542 Step Size: 157.6314099 Smoothing Hyper-parameters: 0.446570 0.532495 0.516895 0.379945 0.248876 0.257740 Expected Total MS Cnt: 24561.5 Backgound Scale: 10.1216. ITERATION NUMBER 58. Current Log-Posterior: 388080 Step Size: -461.4527737 Smoothing Hyper-parameters: 0.454557 0.619000 0.480478 0.293042 0.226176 0.227016 Expected Total MS Cnt: 25079.5 Backgound Scale: 10.092. ITERATION NUMBER 59. Current Log-Posterior: 387768 Step Size: -312.5030697 Smoothing Hyper-parameters: 0.438970 0.575246 0.520587 0.361803 0.229205 0.281928 Expected Total MS Cnt: 25117.3 Backgound Scale: 10.0637. ITERATION NUMBER 60. Current Log-Posterior: 388085 Step Size: 316.6551745 Smoothing Hyper-parameters: 0.450614 0.571006 0.484236 0.313557 0.209921 0.243500 Expected Total MS Cnt: 25377 Backgound Scale: 10.0101. ITERATION NUMBER 61. Current Log-Posterior: 388039 Step Size: -45.57899127 Smoothing Hyper-parameters: 0.422914 0.612892 0.598927 0.307385 0.336950 0.198281 Expected Total MS Cnt: 25230.7 Backgound Scale: 10.0138. ITERATION NUMBER 62. Current Log-Posterior: 388450 Step Size: 411.2205213 Smoothing Hyper-parameters: 0.476751 0.622792 0.503661 0.307760 0.240400 0.223628 Expected Total MS Cnt: 25338.3 Backgound Scale: 10.0407. ITERATION NUMBER 63. Current Log-Posterior: 387439 Step Size: -1010.871699 Smoothing Hyper-parameters: 0.540032 0.596918 0.536030 0.333943 0.277376 0.124982 Expected Total MS Cnt: 24769 Backgound Scale: 10.0568. ITERATION NUMBER 64. Current Log-Posterior: 386620 Step Size: -819.2953491 Smoothing Hyper-parameters: 0.450999 0.667938 0.498391 0.289606 0.320141 0.163266 Expected Total MS Cnt: 25101.6 Backgound Scale: 10.0319. ITERATION NUMBER 65. Current Log-Posterior: 387813 Step Size: 1192.70912 Smoothing Hyper-parameters: 0.463315 0.606312 0.560609 0.300591 0.263791 0.250233 Expected Total MS Cnt: 25160.2 Backgound Scale: 10.0889. ITERATION NUMBER 66. Current Log-Posterior: 387592 Step Size: -221.0858416 Smoothing Hyper-parameters: 0.467763 0.579400 0.453360 0.230185 0.234309 0.106377 Expected Total MS Cnt: 25038.2 Backgound Scale: 10.0655. ITERATION NUMBER 67. Current Log-Posterior: 387768 Step Size: 176.7199843 Smoothing Hyper-parameters: 0.421511 0.580772 0.436789 0.371916 0.188519 0.212396 Expected Total MS Cnt: 24699.1 Backgound Scale: 10.0382. ITERATION NUMBER 68. Current Log-Posterior: 388568 Step Size: 799.7480553 Smoothing Hyper-parameters: 0.476984 0.601924 0.519157 0.445882 0.253432 0.256135 Expected Total MS Cnt: 25083.6 Backgound Scale: 10.0456. ITERATION NUMBER 69. Current Log-Posterior: 387437 Step Size: -1131.057273 Smoothing Hyper-parameters: 0.500481 0.485835 0.569803 0.335241 0.294811 0.154671 Expected Total MS Cnt: 25153.9 Backgound Scale: 10.102. ITERATION NUMBER 70. Current Log-Posterior: 387396 Step Size: -40.98377442 Smoothing Hyper-parameters: 0.544755 0.444701 0.463303 0.389201 0.169476 0.221649 Expected Total MS Cnt: 25080.5 Backgound Scale: 10.0808. ITERATION NUMBER 71. Current Log-Posterior: 387050 Step Size: -345.8109908 Smoothing Hyper-parameters: 0.478129 0.495154 0.542063 0.282358 0.286287 0.115766 Expected Total MS Cnt: 25090.9 Backgound Scale: 9.95264. ITERATION NUMBER 72. Current Log-Posterior: 387830 Step Size: 779.8393244 Smoothing Hyper-parameters: 0.518471 0.495200 0.440100 0.323816 0.167183 0.137934 Expected Total MS Cnt: 25426 Backgound Scale: 10.0674. ITERATION NUMBER 73. Current Log-Posterior: 387352 Step Size: -478.1554117 Smoothing Hyper-parameters: 0.496229 0.479186 0.443306 0.438343 0.211340 0.278696 Expected Total MS Cnt: 25090.4 Backgound Scale: 10.0036. ITERATION NUMBER 74. Current Log-Posterior: 387622 Step Size: 269.9625227 Smoothing Hyper-parameters: 0.566404 0.461333 0.487429 0.427920 0.127320 0.317974 Expected Total MS Cnt: 25158.3 Backgound Scale: 9.96896. ITERATION NUMBER 75. Current Log-Posterior: 386792 Step Size: -829.6232603 Smoothing Hyper-parameters: 0.647137 0.409643 0.437561 0.239768 0.262151 0.100226 Expected Total MS Cnt: 25356.7 Backgound Scale: 10.0605. ITERATION NUMBER 76. Current Log-Posterior: 386089 Step Size: -702.9036284 Smoothing Hyper-parameters: 0.686108 0.442702 0.510818 0.434255 0.241948 0.303759 Expected Total MS Cnt: 25280.4 Backgound Scale: 10.0041. ITERATION NUMBER 77. Current Log-Posterior: 385511 Step Size: -578.2964313 Smoothing Hyper-parameters: 0.579750 0.420354 0.463635 0.233288 0.355885 0.048271 Expected Total MS Cnt: 25488 Backgound Scale: 10.0948. ITERATION NUMBER 78. Current Log-Posterior: 386831 Step Size: 1319.501926 Smoothing Hyper-parameters: 0.512442 0.497073 0.468746 0.350587 0.164212 0.081618 Expected Total MS Cnt: 25055.2 Backgound Scale: 9.99494. ITERATION NUMBER 79. Current Log-Posterior: 387282 Step Size: 451.0584872 Smoothing Hyper-parameters: 0.482098 0.670482 0.417415 0.352527 0.188496 0.250244 Expected Total MS Cnt: 24898.2 Backgound Scale: 10.0505. ITERATION NUMBER 80. Current Log-Posterior: 387328 Step Size: 46.41117369 Smoothing Hyper-parameters: 0.520591 0.565127 0.455261 0.299707 0.259652 0.324144 Expected Total MS Cnt: 25044.5 Backgound Scale: 10.0442. ITERATION NUMBER 81. Current Log-Posterior: 387033 Step Size: -295.0698172 Smoothing Hyper-parameters: 0.560533 0.466214 0.554426 0.182968 0.235001 0.131905 Expected Total MS Cnt: 25297.3 Backgound Scale: 10.0114. ITERATION NUMBER 82. Current Log-Posterior: 386828 Step Size: -205.5019516 Smoothing Hyper-parameters: 0.623881 0.526891 0.546249 0.271284 0.229880 0.320096 Expected Total MS Cnt: 25047.6 Backgound Scale: 9.97413. ITERATION NUMBER 83. Current Log-Posterior: 385844 Step Size: -983.4376374 Smoothing Hyper-parameters: 0.533637 0.649707 0.413084 0.409824 0.188972 0.291149 Expected Total MS Cnt: 25034.7 Backgound Scale: 10.0596. ITERATION NUMBER 84. Current Log-Posterior: 386642 Step Size: 798.2009018 Smoothing Hyper-parameters: 0.552011 0.554633 0.480933 0.320675 0.104568 0.176363 Expected Total MS Cnt: 25305.4 Backgound Scale: 10.085. ITERATION NUMBER 85. Current Log-Posterior: 386579 Step Size: -63.27377817 Smoothing Hyper-parameters: 0.535739 0.561624 0.479321 0.357708 0.278731 0.237492 Expected Total MS Cnt: 25161.4 Backgound Scale: 10.0159. ITERATION NUMBER 86. Current Log-Posterior: 386729 Step Size: 150.0494887 Smoothing Hyper-parameters: 0.529100 0.579195 0.463896 0.475101 0.214954 0.343730 Expected Total MS Cnt: 25393.8 Backgound Scale: 10.0416. ITERATION NUMBER 87. Current Log-Posterior: 386838 Step Size: 109.1262918 Smoothing Hyper-parameters: 0.565287 0.504016 0.544170 0.246982 0.293060 0.232916 Expected Total MS Cnt: 25180.3 Backgound Scale: 9.95502. ITERATION NUMBER 88. Current Log-Posterior: 386693 Step Size: -145.7254938 Smoothing Hyper-parameters: 0.461556 0.651143 0.491556 0.368038 0.235950 0.141228 Expected Total MS Cnt: 25516.4 Backgound Scale: 10.0696. ITERATION NUMBER 89. Current Log-Posterior: 387654 Step Size: 961.67082 Smoothing Hyper-parameters: 0.479280 0.610785 0.549488 0.359711 0.198213 0.269230 Expected Total MS Cnt: 25388.4 Backgound Scale: 9.99943. ITERATION NUMBER 90. Current Log-Posterior: 387402 Step Size: -251.9049889 Smoothing Hyper-parameters: 0.452947 0.642339 0.523525 0.397395 0.252997 0.122703 Expected Total MS Cnt: 25422 Backgound Scale: 9.99711. ITERATION NUMBER 91. Current Log-Posterior: 387765 Step Size: 363.1554325 Smoothing Hyper-parameters: 0.452089 0.568460 0.468437 0.241221 0.294345 0.285750 Expected Total MS Cnt: 25206.5 Backgound Scale: 10.0628. ITERATION NUMBER 92. Current Log-Posterior: 388102 Step Size: 336.4493911 Smoothing Hyper-parameters: 0.449674 0.582958 0.465832 0.339268 0.263607 0.114162 Expected Total MS Cnt: 25379.6 Backgound Scale: 10.0439. ITERATION NUMBER 93. Current Log-Posterior: 387983 Step Size: -119.196418 Smoothing Hyper-parameters: 0.542796 0.525568 0.467173 0.202168 0.235936 0.211109 Expected Total MS Cnt: 25541.7 Backgound Scale: 10.0373. ITERATION NUMBER 94. Current Log-Posterior: 386944 Step Size: -1038.910055 Smoothing Hyper-parameters: 0.428538 0.569314 0.387361 0.344303 0.347347 0.215742 Expected Total MS Cnt: 25843.2 Backgound Scale: 10.0492. ITERATION NUMBER 95. Current Log-Posterior: 388579 Step Size: 1635.305883 Smoothing Hyper-parameters: 0.482528 0.539758 0.550170 0.367235 0.087657 0.309397 Expected Total MS Cnt: 25967.4 Backgound Scale: 9.96863. ITERATION NUMBER 96. Current Log-Posterior: 387634 Step Size: -944.6002014 Smoothing Hyper-parameters: 0.449702 0.589738 0.507376 0.437955 0.183758 0.202693 Expected Total MS Cnt: 25649.8 Backgound Scale: 9.91532. ITERATION NUMBER 97. Current Log-Posterior: 388112 Step Size: 477.4254664 Smoothing Hyper-parameters: 0.484270 0.668864 0.488486 0.340708 0.164382 0.202899 Expected Total MS Cnt: 25781.5 Backgound Scale: 9.97538. ITERATION NUMBER 98. Current Log-Posterior: 387331 Step Size: -780.7249517 Smoothing Hyper-parameters: 0.423641 0.574152 0.552539 0.261082 0.351064 0.081447 Expected Total MS Cnt: 25833.8 Backgound Scale: 9.98951. ITERATION NUMBER 99. Current Log-Posterior: 388378 Step Size: 1046.64318 Smoothing Hyper-parameters: 0.505292 0.595181 0.554659 0.338978 0.329332 0.230429 Expected Total MS Cnt: 25519.9 Backgound Scale: 9.91736. ITERATION NUMBER 100. Current Log-Posterior: 387100 Step Size: -1277.547166 Smoothing Hyper-parameters: 0.450835 0.547234 0.465931 0.286878 0.259166 0.271132 Expected Total MS Cnt: 25457 Backgound Scale: 9.96197. ITERATION NUMBER 101. Current Log-Posterior: 388214 Step Size: 1114.126185 Smoothing Hyper-parameters: 0.437804 0.515467 0.500978 0.365042 0.201482 0.199272 Expected Total MS Cnt: 25528 Backgound Scale: 9.98499. ITERATION NUMBER 102. Current Log-Posterior: 388482 Step Size: 267.4366047 Smoothing Hyper-parameters: 0.427921 0.570458 0.510518 0.419059 0.189940 0.201351 Expected Total MS Cnt: 25710.5 Backgound Scale: 9.9946. ITERATION NUMBER 103. Current Log-Posterior: 388341 Step Size: -140.5033733 Smoothing Hyper-parameters: 0.492267 0.598513 0.557865 0.402370 0.212100 0.261038 Expected Total MS Cnt: 25780.4 Backgound Scale: 9.94071. ITERATION NUMBER 104. Current Log-Posterior: 387329 Step Size: -1012.781287 Smoothing Hyper-parameters: 0.490352 0.528525 0.425344 0.260375 0.220778 0.262587 Expected Total MS Cnt: 25705.2 Backgound Scale: 9.97544. ITERATION NUMBER 105. Current Log-Posterior: 387582 Step Size: 253.4065157 Smoothing Hyper-parameters: 0.423712 0.596681 0.449337 0.302748 0.260591 0.351029 Expected Total MS Cnt: 25634.3 Backgound Scale: 9.96662. ITERATION NUMBER 106. Current Log-Posterior: 388448 Step Size: 866.3264193 Smoothing Hyper-parameters: 0.463253 0.578092 0.492443 0.376235 0.208992 0.226693 Expected Total MS Cnt: 26091.1 Backgound Scale: 9.97368. ITERATION NUMBER 107. Current Log-Posterior: 387747 Step Size: -701.0601803 Smoothing Hyper-parameters: 0.428070 0.606997 0.497088 0.332026 0.313733 0.247479 Expected Total MS Cnt: 25530.6 Backgound Scale: 10.0265. ITERATION NUMBER 108. Current Log-Posterior: 388159 Step Size: 412.0223593 Smoothing Hyper-parameters: 0.426941 0.657942 0.406261 0.279014 0.268367 0.346137 Expected Total MS Cnt: 25526.4 Backgound Scale: 9.9268. ITERATION NUMBER 109. Current Log-Posterior: 388222 Step Size: 63.21141317 Smoothing Hyper-parameters: 0.499090 0.594378 0.463736 0.325396 0.136772 0.315104 Expected Total MS Cnt: 25724.8 Backgound Scale: 9.98656. ITERATION NUMBER 110. Current Log-Posterior: 387318 Step Size: -904.5124025 Smoothing Hyper-parameters: 0.486360 0.610403 0.477682 0.346301 0.215667 0.241637 Expected Total MS Cnt: 25942.4 Backgound Scale: 9.95046. ITERATION NUMBER 111. Current Log-Posterior: 387417 Step Size: 98.9643958 Smoothing Hyper-parameters: 0.463688 0.585573 0.526820 0.383041 0.173196 0.160668 Expected Total MS Cnt: 25783.6 Backgound Scale: 9.85799. ITERATION NUMBER 112. Current Log-Posterior: 387755 Step Size: 338.0026253 Smoothing Hyper-parameters: 0.545023 0.581925 0.453928 0.280772 0.240531 0.233475 Expected Total MS Cnt: 26031.6 Backgound Scale: 9.93591. ITERATION NUMBER 113. Current Log-Posterior: 386673 Step Size: -1081.675369 Smoothing Hyper-parameters: 0.529983 0.570564 0.539597 0.189604 0.240198 0.250918 Expected Total MS Cnt: 26292.8 Backgound Scale: 9.87425. ITERATION NUMBER 114. Current Log-Posterior: 386865 Step Size: 191.8009739 Smoothing Hyper-parameters: 0.512297 0.518542 0.450151 0.456802 0.245921 0.256141 Expected Total MS Cnt: 25942.2 Backgound Scale: 9.94999. ITERATION NUMBER 115. Current Log-Posterior: 387290 Step Size: 425.2282746 Smoothing Hyper-parameters: 0.589043 0.515113 0.568928 0.297294 0.353192 0.255591 Expected Total MS Cnt: 25985.3 Backgound Scale: 9.93446. ITERATION NUMBER 116. Current Log-Posterior: 386282 Step Size: -1007.982169 Smoothing Hyper-parameters: 0.611009 0.509952 0.465326 0.436823 0.240847 0.174915 Expected Total MS Cnt: 25957.2 Backgound Scale: 9.89392. ITERATION NUMBER 117. Current Log-Posterior: 386077 Step Size: -205.6512874 Smoothing Hyper-parameters: 0.438803 0.676740 0.422128 0.380374 0.150718 0.318953 Expected Total MS Cnt: 25980.3 Backgound Scale: 9.90033. ITERATION NUMBER 118. Current Log-Posterior: 388065 Step Size: 1988.031571 Smoothing Hyper-parameters: 0.455322 0.657457 0.504541 0.433873 0.216324 0.339207 Expected Total MS Cnt: 26063.8 Backgound Scale: 9.9241. ITERATION NUMBER 119. Current Log-Posterior: 387462 Step Size: -602.5825071 Smoothing Hyper-parameters: 0.433579 0.605223 0.548944 0.324626 0.213104 0.223055 Expected Total MS Cnt: 26203.9 Backgound Scale: 9.95507. ITERATION NUMBER 120. Current Log-Posterior: 388263 Step Size: 800.5622601 Smoothing Hyper-parameters: 0.549709 0.574551 0.427162 0.405864 0.205745 0.104286 Expected Total MS Cnt: 26213 Backgound Scale: 9.89077. ITERATION NUMBER 121. Current Log-Posterior: 386645 Step Size: -1617.691937 Smoothing Hyper-parameters: 0.622465 0.570088 0.504462 0.376654 0.228617 0.246691 Expected Total MS Cnt: 26039.1 Backgound Scale: 9.85082. ITERATION NUMBER 122. Current Log-Posterior: 385663 Step Size: -982.0543426 Smoothing Hyper-parameters: 0.499076 0.595559 0.478435 0.438325 0.109903 0.247256 Expected Total MS Cnt: 26112.8 Backgound Scale: 9.76799. ITERATION NUMBER 123. Current Log-Posterior: 387236 Step Size: 1572.738234 Smoothing Hyper-parameters: 0.530255 0.597202 0.419077 0.324557 0.249309 0.266308 Expected Total MS Cnt: 26187.5 Backgound Scale: 9.92927. ITERATION NUMBER 124. Current Log-Posterior: 386821 Step Size: -414.5324019 Smoothing Hyper-parameters: 0.527838 0.624095 0.485198 0.423976 0.201145 0.131241 Expected Total MS Cnt: 26054.6 Backgound Scale: 9.94923. ITERATION NUMBER 125. Current Log-Posterior: 386663 Step Size: -157.9465789 Smoothing Hyper-parameters: 0.488185 0.624287 0.553329 0.395177 0.271634 0.189148 Expected Total MS Cnt: 25726.3 Backgound Scale: 9.94021. ITERATION NUMBER 126. Current Log-Posterior: 387277 Step Size: 613.9148099 Smoothing Hyper-parameters: 0.431947 0.692430 0.432026 0.250201 0.296244 0.330852 Expected Total MS Cnt: 25763.7 Backgound Scale: 9.98563. ITERATION NUMBER 127. Current Log-Posterior: 388047 Step Size: 769.5218977 Smoothing Hyper-parameters: 0.472538 0.613913 0.537824 0.380350 0.267708 0.181196 Expected Total MS Cnt: 25815.2 Backgound Scale: 9.86326. ITERATION NUMBER 128. Current Log-Posterior: 387486 Step Size: -560.4927692 Smoothing Hyper-parameters: 0.537529 0.604643 0.459743 0.349454 0.216487 0.228611 Expected Total MS Cnt: 25947 Backgound Scale: 9.88208. ITERATION NUMBER 129. Current Log-Posterior: 386682 Step Size: -804.5887057 Smoothing Hyper-parameters: 0.539315 0.565407 0.507164 0.368108 0.313900 0.257316 Expected Total MS Cnt: 26047.7 Backgound Scale: 9.90182. ITERATION NUMBER 130. Current Log-Posterior: 386620 Step Size: -61.14722174 Smoothing Hyper-parameters: 0.429104 0.583478 0.554731 0.414314 0.086749 0.187691 Expected Total MS Cnt: 25835.2 Backgound Scale: 9.94522. ITERATION NUMBER 131. Current Log-Posterior: 388351 Step Size: 1730.243941 Smoothing Hyper-parameters: 0.511262 0.579279 0.498416 0.319377 0.348498 0.151315 Expected Total MS Cnt: 25867.4 Backgound Scale: 9.95231. ITERATION NUMBER 132. Current Log-Posterior: 387113 Step Size: -1237.282482 Smoothing Hyper-parameters: 0.411527 0.571454 0.509565 0.332539 0.390939 0.326823 Expected Total MS Cnt: 25665.2 Backgound Scale: 9.99306. ITERATION NUMBER 133. Current Log-Posterior: 388667 Step Size: 1554.01247 Smoothing Hyper-parameters: 0.398737 0.622000 0.519303 0.395145 0.342388 0.138892 Expected Total MS Cnt: 25587.8 Backgound Scale: 9.94662. ITERATION NUMBER 134. Current Log-Posterior: 388778 Step Size: 110.5425781 Smoothing Hyper-parameters: 0.483917 0.592189 0.575069 0.359666 0.239537 0.202714 Expected Total MS Cnt: 25575.3 Backgound Scale: 10.0308. ITERATION NUMBER 135. Current Log-Posterior: 387464 Step Size: -1313.655489 Smoothing Hyper-parameters: 0.426469 0.636629 0.496256 0.382043 0.190079 0.135283 Expected Total MS Cnt: 25452.2 Backgound Scale: 9.95223. ITERATION NUMBER 136. Current Log-Posterior: 388200 Step Size: 736.1240379 Smoothing Hyper-parameters: 0.465332 0.663812 0.507119 0.399827 0.203229 0.237628 Expected Total MS Cnt: 25031.3 Backgound Scale: 9.97064. ITERATION NUMBER 137. Current Log-Posterior: 387617 Step Size: -583.3494949 Smoothing Hyper-parameters: 0.519198 0.618626 0.417934 0.277918 0.256379 0.224088 Expected Total MS Cnt: 25308 Backgound Scale: 10.0167. ITERATION NUMBER 138. Current Log-Posterior: 386980 Step Size: -637.0962801 Smoothing Hyper-parameters: 0.458222 0.700041 0.480221 0.361451 0.229894 0.200664 Expected Total MS Cnt: 25247 Backgound Scale: 10.0176. ITERATION NUMBER 139. Current Log-Posterior: 387600 Step Size: 619.7887694 Smoothing Hyper-parameters: 0.455209 0.597088 0.569114 0.366033 0.142705 0.127863 Expected Total MS Cnt: 25234.8 Backgound Scale: 9.9891. ITERATION NUMBER 140. Current Log-Posterior: 387847 Step Size: 246.9437146 Smoothing Hyper-parameters: 0.511343 0.567905 0.547377 0.422726 0.223602 0.153298 Expected Total MS Cnt: 25446.1 Backgound Scale: 9.94534. ITERATION NUMBER 141. Current Log-Posterior: 387089 Step Size: -757.4119053 Smoothing Hyper-parameters: 0.478513 0.561822 0.532086 0.299483 0.274016 0.219410 Expected Total MS Cnt: 25554.2 Backgound Scale: 9.99712. ITERATION NUMBER 142. Current Log-Posterior: 387556 Step Size: 466.4729181 Smoothing Hyper-parameters: 0.454016 0.655296 0.450392 0.289309 0.236374 0.186524 Expected Total MS Cnt: 25419.5 Backgound Scale: 10.0212. ITERATION NUMBER 143. Current Log-Posterior: 387825 Step Size: 268.8727501 Smoothing Hyper-parameters: 0.476978 0.554709 0.511277 0.293822 0.167533 0.211655 Expected Total MS Cnt: 25356.5 Backgound Scale: 9.99068. ITERATION NUMBER 144. Current Log-Posterior: 387640 Step Size: -184.4005709 Smoothing Hyper-parameters: 0.470795 0.583626 0.469958 0.257739 0.206559 0.198546 Expected Total MS Cnt: 25530.5 Backgound Scale: 10.0172. ITERATION NUMBER 145. Current Log-Posterior: 387631 Step Size: -9.559312253 Smoothing Hyper-parameters: 0.475132 0.593643 0.491917 0.288525 0.273694 0.154588 Expected Total MS Cnt: 25227.2 Backgound Scale: 10.0147. ITERATION NUMBER 146. Current Log-Posterior: 387439 Step Size: -191.6621685 Smoothing Hyper-parameters: 0.514014 0.633348 0.414376 0.349204 0.266513 0.130391 Expected Total MS Cnt: 25602 Backgound Scale: 10.0499. ITERATION NUMBER 147. Current Log-Posterior: 386979 Step Size: -460.0723022 Smoothing Hyper-parameters: 0.487736 0.541288 0.435902 0.431921 0.149157 0.108594 Expected Total MS Cnt: 25451.2 Backgound Scale: 9.97528. ITERATION NUMBER 148. Current Log-Posterior: 387663 Step Size: 683.760851 Smoothing Hyper-parameters: 0.525541 0.576001 0.511525 0.277607 0.280685 0.103502 Expected Total MS Cnt: 25240.1 Backgound Scale: 10.0623. ITERATION NUMBER 149. Current Log-Posterior: 386850 Step Size: -812.987711 Smoothing Hyper-parameters: 0.531207 0.586441 0.479272 0.260462 0.256720 0.190366 Expected Total MS Cnt: 25276.2 Backgound Scale: 10.0476. ITERATION NUMBER 150. Current Log-Posterior: 386669 Step Size: -180.2348468 Smoothing Hyper-parameters: 0.519586 0.579234 0.468985 0.337701 0.251344 0.240693 Expected Total MS Cnt: 24999.8 Backgound Scale: 10.044. ITERATION NUMBER 151. Current Log-Posterior: 387001 Step Size: 331.3969235 Smoothing Hyper-parameters: 0.470097 0.644660 0.383146 0.265202 0.232869 0.234240 Expected Total MS Cnt: 25214.8 Backgound Scale: 10.1094. ITERATION NUMBER 152. Current Log-Posterior: 387567 Step Size: 566.2155835 Smoothing Hyper-parameters: 0.512691 0.698148 0.554756 0.266481 0.253568 0.146588 Expected Total MS Cnt: 24923.1 Backgound Scale: 10.0778. ITERATION NUMBER 153. Current Log-Posterior: 386621 Step Size: -946.4684025 Smoothing Hyper-parameters: 0.494356 0.665468 0.404915 0.261782 0.107028 0.179560 Expected Total MS Cnt: 25091.4 Backgound Scale: 10.0761. ITERATION NUMBER 154. Current Log-Posterior: 387157 Step Size: 536.2140397 Smoothing Hyper-parameters: 0.522123 0.639832 0.543205 0.298641 0.256539 0.198381 Expected Total MS Cnt: 25576.6 Backgound Scale: 10.0647. ITERATION NUMBER 155. Current Log-Posterior: 386748 Step Size: -408.456249 Smoothing Hyper-parameters: 0.518387 0.664294 0.397703 0.304259 0.241359 0.266274 Expected Total MS Cnt: 25469.7 Backgound Scale: 10.0179. ITERATION NUMBER 156. Current Log-Posterior: 386944 Step Size: 195.5460774 Smoothing Hyper-parameters: 0.462363 0.556278 0.517812 0.292357 0.220746 0.346902 Expected Total MS Cnt: 25149.1 Backgound Scale: 9.94092. ITERATION NUMBER 157. Current Log-Posterior: 387861 Step Size: 916.9430493 Smoothing Hyper-parameters: 0.433034 0.641441 0.519267 0.219804 0.339516 0.220783 Expected Total MS Cnt: 25346.6 Backgound Scale: 10.0728. ITERATION NUMBER 158. Current Log-Posterior: 388255 Step Size: 394.4518554 Smoothing Hyper-parameters: 0.500684 0.547955 0.488566 0.358557 0.205867 0.198954 Expected Total MS Cnt: 25360.6 Backgound Scale: 10.033. ITERATION NUMBER 159. Current Log-Posterior: 387319 Step Size: -935.8154027 Smoothing Hyper-parameters: 0.486658 0.663216 0.535355 0.329104 0.209158 0.255751 Expected Total MS Cnt: 25261.5 Backgound Scale: 9.96727. ITERATION NUMBER 160. Current Log-Posterior: 387159 Step Size: -160.3524139 Smoothing Hyper-parameters: 0.544077 0.579041 0.495077 0.342298 0.240883 0.225589 Expected Total MS Cnt: 25606.8 Backgound Scale: 9.98894. ITERATION NUMBER 161. Current Log-Posterior: 386620 Step Size: -539.1264415 Smoothing Hyper-parameters: 0.426607 0.552329 0.532771 0.213090 0.367836 0.246819 Expected Total MS Cnt: 25045.7 Backgound Scale: 10.0361. ITERATION NUMBER 162. Current Log-Posterior: 388604 Step Size: 1983.68604 Smoothing Hyper-parameters: 0.471220 0.560617 0.453705 0.321560 0.244198 0.093825 Expected Total MS Cnt: 25074.7 Backgound Scale: 10.0873. ITERATION NUMBER 163. Current Log-Posterior: 387793 Step Size: -810.2844914 Smoothing Hyper-parameters: 0.458235 0.590089 0.444988 0.293927 0.198197 0.257802 Expected Total MS Cnt: 24675.6 Backgound Scale: 10.0782. ITERATION NUMBER 164. Current Log-Posterior: 387905 Step Size: 111.4749903 Smoothing Hyper-parameters: 0.465336 0.632414 0.478164 0.267506 0.354747 0.172457 Expected Total MS Cnt: 24893.5 Backgound Scale: 10.0735. ITERATION NUMBER 165. Current Log-Posterior: 387680 Step Size: -224.4533427 Smoothing Hyper-parameters: 0.460515 0.543997 0.443066 0.300699 0.357935 0.228319 Expected Total MS Cnt: 24929.1 Backgound Scale: 10.0796. ITERATION NUMBER 166. Current Log-Posterior: 388040 Step Size: 359.1341132 Smoothing Hyper-parameters: 0.478774 0.541507 0.560480 0.388680 0.186288 0.127104 Expected Total MS Cnt: 25265.1 Backgound Scale: 10.0423. ITERATION NUMBER 167. Current Log-Posterior: 387629 Step Size: -410.1844458 Smoothing Hyper-parameters: 0.434868 0.541680 0.428183 0.282498 0.401276 0.211933 Expected Total MS Cnt: 25099.4 Backgound Scale: 10.0495. ITERATION NUMBER 168. Current Log-Posterior: 388517 Step Size: 888.00406 Smoothing Hyper-parameters: 0.530419 0.655067 0.500495 0.388904 0.329983 0.166112 Expected Total MS Cnt: 25378.1 Backgound Scale: 10.0055. ITERATION NUMBER 169. Current Log-Posterior: 386692 Step Size: -1825.01487 Smoothing Hyper-parameters: 0.470182 0.589142 0.603001 0.263075 0.206428 0.149847 Expected Total MS Cnt: 25421 Backgound Scale: 9.99825. ITERATION NUMBER 170. Current Log-Posterior: 387574 Step Size: 881.9801617 Smoothing Hyper-parameters: 0.505798 0.626468 0.562770 0.394520 0.245597 0.244805 Expected Total MS Cnt: 25412 Backgound Scale: 10.0021. ITERATION NUMBER 171. Current Log-Posterior: 386924 Step Size: -649.9537529 Smoothing Hyper-parameters: 0.508888 0.637453 0.490055 0.313091 0.171402 0.211892 Expected Total MS Cnt: 25403.2 Backgound Scale: 9.91558. ITERATION NUMBER 172. Current Log-Posterior: 386968 Step Size: 43.40476112 Smoothing Hyper-parameters: 0.505104 0.593746 0.546409 0.448426 0.143224 0.203413 Expected Total MS Cnt: 25640.1 Backgound Scale: 9.95218. ITERATION NUMBER 173. Current Log-Posterior: 387103 Step Size: 135.504209 Smoothing Hyper-parameters: 0.436175 0.679031 0.500946 0.330540 0.351101 0.212408 Expected Total MS Cnt: 25650.2 Backgound Scale: 9.98652. ITERATION NUMBER 174. Current Log-Posterior: 387936 Step Size: 833.1575751 Smoothing Hyper-parameters: 0.523086 0.574212 0.393647 0.222491 0.282932 0.273744 Expected Total MS Cnt: 25914.7 Backgound Scale: 9.88307. ITERATION NUMBER 175. Current Log-Posterior: 387174 Step Size: -762.1698693 Smoothing Hyper-parameters: 0.437197 0.640670 0.455328 0.275705 0.242310 0.270260 Expected Total MS Cnt: 25904.2 Backgound Scale: 9.95036. ITERATION NUMBER 176. Current Log-Posterior: 388066 Step Size: 891.6278509 Smoothing Hyper-parameters: 0.530268 0.495008 0.482610 0.206662 0.209442 0.079624 Expected Total MS Cnt: 26098.3 Backgound Scale: 9.94163. ITERATION NUMBER 177. Current Log-Posterior: 387215 Step Size: -850.6695927 Smoothing Hyper-parameters: 0.521747 0.542196 0.496503 0.355403 0.429192 0.159788 Expected Total MS Cnt: 25530 Backgound Scale: 9.96728. ITERATION NUMBER 178. Current Log-Posterior: 386942 Step Size: -272.9325376 Smoothing Hyper-parameters: 0.502872 0.493806 0.399602 0.377309 0.183152 0.218445 Expected Total MS Cnt: 25406.5 Backgound Scale: 10.0252. ITERATION NUMBER 179. Current Log-Posterior: 387522 Step Size: 579.3232404 Smoothing Hyper-parameters: 0.564446 0.558954 0.402389 0.387946 0.200952 0.215345 Expected Total MS Cnt: 25507.8 Backgound Scale: 10.004. ITERATION NUMBER 180. Current Log-Posterior: 386565 Step Size: -956.9934903 Smoothing Hyper-parameters: 0.583215 0.533842 0.553061 0.375604 0.221330 0.184152 Expected Total MS Cnt: 25570.8 Backgound Scale: 9.93755. ITERATION NUMBER 181. Current Log-Posterior: 386210 Step Size: -354.4329133 Smoothing Hyper-parameters: 0.533304 0.582046 0.475269 0.404947 0.179183 0.310168 Expected Total MS Cnt: 25583.9 Backgound Scale: 9.97912. ITERATION NUMBER 182. Current Log-Posterior: 386785 Step Size: 575.1564064 Smoothing Hyper-parameters: 0.443374 0.602269 0.461058 0.307111 0.335632 0.168432 Expected Total MS Cnt: 25282.4 Backgound Scale: 9.99961. ITERATION NUMBER 183. Current Log-Posterior: 388082 Step Size: 1297.050025 Smoothing Hyper-parameters: 0.542898 0.561794 0.471885 0.247081 0.370716 0.220986 Expected Total MS Cnt: 25121.2 Backgound Scale: 10.046. ITERATION NUMBER 184. Current Log-Posterior: 386728 Step Size: -1354.251611 Smoothing Hyper-parameters: 0.416863 0.582274 0.475092 0.331059 0.328981 0.198884 Expected Total MS Cnt: 25317.9 Backgound Scale: 10.0282. ITERATION NUMBER 185. Current Log-Posterior: 388555 Step Size: 1827.096403 Smoothing Hyper-parameters: 0.477843 0.602167 0.460725 0.360054 0.249561 0.226298 Expected Total MS Cnt: 25361.9 Backgound Scale: 9.99384. ITERATION NUMBER 186. Current Log-Posterior: 387447 Step Size: -1108.369612 Smoothing Hyper-parameters: 0.541852 0.619996 0.487994 0.288503 0.242539 0.138160 Expected Total MS Cnt: 25710 Backgound Scale: 10.0024. ITERATION NUMBER 187. Current Log-Posterior: 386700 Step Size: -747.0505061 Smoothing Hyper-parameters: 0.531707 0.587153 0.480792 0.331236 0.256336 0.226996 Expected Total MS Cnt: 25460.9 Backgound Scale: 10.0361. ITERATION NUMBER 188. Current Log-Posterior: 386851 Step Size: 151.4303856 Smoothing Hyper-parameters: 0.437962 0.637240 0.493024 0.248961 0.233006 0.091198 Expected Total MS Cnt: 25626.2 Backgound Scale: 9.99294. ITERATION NUMBER 189. Current Log-Posterior: 388120 Step Size: 1269.170604 Smoothing Hyper-parameters: 0.457056 0.518824 0.486723 0.361857 0.367041 0.247500 Expected Total MS Cnt: 25739.9 Backgound Scale: 9.97292. ITERATION NUMBER 190. Current Log-Posterior: 387999 Step Size: -121.3133376 Smoothing Hyper-parameters: 0.393391 0.642703 0.538379 0.272612 0.364610 0.270723 Expected Total MS Cnt: 25182.1 Backgound Scale: 9.99606. ITERATION NUMBER 191. Current Log-Posterior: 388903 Step Size: 903.9614276 Smoothing Hyper-parameters: 0.516196 0.683576 0.529452 0.401297 0.251452 0.352386 Expected Total MS Cnt: 25581 Backgound Scale: 9.98712. ITERATION NUMBER 192. Current Log-Posterior: 386745 Step Size: -2158.095197 Smoothing Hyper-parameters: 0.510864 0.564356 0.520124 0.256222 0.264007 0.145587 Expected Total MS Cnt: 25569.4 Backgound Scale: 10.0493. ITERATION NUMBER 193. Current Log-Posterior: 387243 Step Size: 498.3847363 Smoothing Hyper-parameters: 0.428226 0.673247 0.545657 0.288695 0.292059 0.232706 Expected Total MS Cnt: 25545.6 Backgound Scale: 9.8903. ITERATION NUMBER 194. Current Log-Posterior: 388176 Step Size: 932.8057291 Smoothing Hyper-parameters: 0.488943 0.690044 0.461504 0.330399 0.191502 0.229972 Expected Total MS Cnt: 25933.5 Backgound Scale: 9.89796. ITERATION NUMBER 195. Current Log-Posterior: 387278 Step Size: -898.1424161 Smoothing Hyper-parameters: 0.531972 0.561142 0.435161 0.411444 0.248412 0.169357 Expected Total MS Cnt: 25794.6 Backgound Scale: 9.99068. ITERATION NUMBER 196. Current Log-Posterior: 386846 Step Size: -432.0477418 Smoothing Hyper-parameters: 0.458506 0.597338 0.583230 0.284309 0.273218 0.177443 Expected Total MS Cnt: 25535.5 Backgound Scale: 9.92004. ITERATION NUMBER 197. Current Log-Posterior: 387736 Step Size: 889.8473512 Smoothing Hyper-parameters: 0.517615 0.572843 0.476206 0.274217 0.242597 0.262382 Expected Total MS Cnt: 25588.4 Backgound Scale: 9.95475. ITERATION NUMBER 198. Current Log-Posterior: 387048 Step Size: -688.2284308 Smoothing Hyper-parameters: 0.461813 0.554959 0.466345 0.322808 0.368352 0.242675 Expected Total MS Cnt: 25972.2 Backgound Scale: 9.87842. ITERATION NUMBER 199. Current Log-Posterior: 387981 Step Size: 933.4048345 Smoothing Hyper-parameters: 0.456011 0.618646 0.436999 0.455314 0.185315 0.231632 Expected Total MS Cnt: 26071.4 Backgound Scale: 9.89503. ITERATION NUMBER 200. Current Log-Posterior: 387892 Step Size: -89.36104162 Smoothing Hyper-parameters: 0.487775 0.625501 0.610469 0.275038 0.338713 0.240619 Expected Total MS Cnt: 26000.1 Backgound Scale: 9.93435. ITERATION NUMBER 201. Current Log-Posterior: 387324 Step Size: -567.865709 Smoothing Hyper-parameters: 0.466981 0.590427 0.549547 0.244817 0.196523 0.129536 Expected Total MS Cnt: 25822.3 Backgound Scale: 9.94985. ITERATION NUMBER 202. Current Log-Posterior: 387656 Step Size: 332.1576258 Smoothing Hyper-parameters: 0.498640 0.587458 0.373746 0.267724 0.291924 0.289572 Expected Total MS Cnt: 26096.2 Backgound Scale: 9.84405. ITERATION NUMBER 203. Current Log-Posterior: 387527 Step Size: -128.9363857 Smoothing Hyper-parameters: 0.493280 0.617298 0.492777 0.300770 0.327819 0.088339 Expected Total MS Cnt: 25922 Backgound Scale: 9.88803. ITERATION NUMBER 204. Current Log-Posterior: 387333 Step Size: -194.0004525 Smoothing Hyper-parameters: 0.514812 0.580644 0.439904 0.300351 0.334495 0.222154 Expected Total MS Cnt: 25654.4 Backgound Scale: 9.94765. ITERATION NUMBER 205. Current Log-Posterior: 387206 Step Size: -126.730204 Smoothing Hyper-parameters: 0.453547 0.595459 0.519558 0.263756 0.216088 0.270984 Expected Total MS Cnt: 25695.3 Backgound Scale: 10.0043. ITERATION NUMBER 206. Current Log-Posterior: 388010 Step Size: 803.5307447 Smoothing Hyper-parameters: 0.498018 0.526092 0.590863 0.414533 0.258772 0.107617 Expected Total MS Cnt: 25400.8 Backgound Scale: 10.0012. ITERATION NUMBER 207. Current Log-Posterior: 387429 Step Size: -580.3786244 Smoothing Hyper-parameters: 0.427045 0.658981 0.489111 0.461027 0.170404 0.286325 Expected Total MS Cnt: 25689 Backgound Scale: 10.015. ITERATION NUMBER 208. Current Log-Posterior: 388175 Step Size: 745.7511687 Smoothing Hyper-parameters: 0.546140 0.587961 0.559829 0.333171 0.327212 0.274045 Expected Total MS Cnt: 25276.5 Backgound Scale: 10.0014. ITERATION NUMBER 209. Current Log-Posterior: 386590 Step Size: -1584.808308 Smoothing Hyper-parameters: 0.496287 0.652336 0.500799 0.239174 0.236794 0.283265 Expected Total MS Cnt: 25200.2 Backgound Scale: 10.0163. ITERATION NUMBER 210. Current Log-Posterior: 387140 Step Size: 549.7562847 Smoothing Hyper-parameters: 0.524758 0.559536 0.482540 0.333188 0.216767 0.239574 Expected Total MS Cnt: 24986 Backgound Scale: 10.0915. ITERATION NUMBER 211. Current Log-Posterior: 386960 Step Size: -179.9268832 Smoothing Hyper-parameters: 0.516669 0.573541 0.502457 0.242938 0.242240 0.274133 Expected Total MS Cnt: 24883.7 Backgound Scale: 10.0323. ITERATION NUMBER 212. Current Log-Posterior: 386999 Step Size: 38.69057316 Smoothing Hyper-parameters: 0.469542 0.650877 0.484596 0.352349 0.204521 0.176083 Expected Total MS Cnt: 25322.6 Backgound Scale: 9.95521. ITERATION NUMBER 213. Current Log-Posterior: 387644 Step Size: 645.4054378 Smoothing Hyper-parameters: 0.551814 0.602454 0.484849 0.340526 0.282366 0.246061 Expected Total MS Cnt: 25586.3 Backgound Scale: 9.93054. ITERATION NUMBER 214. Current Log-Posterior: 386545 Step Size: -1099.678913 Smoothing Hyper-parameters: 0.470660 0.534684 0.482992 0.400226 0.199774 0.263485 Expected Total MS Cnt: 25674.3 Backgound Scale: 9.9008. ITERATION NUMBER 215. Current Log-Posterior: 387826 Step Size: 1281.345477 Smoothing Hyper-parameters: 0.554356 0.589214 0.533290 0.265109 0.240374 0.239821 Expected Total MS Cnt: 25552.1 Backgound Scale: 10.0228. ITERATION NUMBER 216. Current Log-Posterior: 386508 Step Size: -1317.827145 Smoothing Hyper-parameters: 0.488176 0.597394 0.471092 0.321285 0.246459 0.109182 Expected Total MS Cnt: 25711.2 Backgound Scale: 9.99808. ITERATION NUMBER 217. Current Log-Posterior: 387383 Step Size: 874.7935957 Smoothing Hyper-parameters: 0.522415 0.560366 0.548198 0.234560 0.255262 0.318496 Expected Total MS Cnt: 25585.4 Backgound Scale: 9.95083. ITERATION NUMBER 218. Current Log-Posterior: 386980 Step Size: -402.9976301 Smoothing Hyper-parameters: 0.461195 0.598763 0.425112 0.328133 0.162982 0.252801 Expected Total MS Cnt: 26084.3 Backgound Scale: 9.92266. ITERATION NUMBER 219. Current Log-Posterior: 387900 Step Size: 920.4357517 Smoothing Hyper-parameters: 0.461262 0.620255 0.548839 0.428265 0.236399 0.269534 Expected Total MS Cnt: 26435.1 Backgound Scale: 9.88125. ITERATION NUMBER 220. Current Log-Posterior: 387614 Step Size: -286.4834379 Smoothing Hyper-parameters: 0.476224 0.607200 0.532700 0.387298 0.251037 0.165402 Expected Total MS Cnt: 26147.7 Backgound Scale: 9.81916. ITERATION NUMBER 221. Current Log-Posterior: 387492 Step Size: -122.2847968 Smoothing Hyper-parameters: 0.483983 0.635649 0.470580 0.453197 0.131045 0.127697 Expected Total MS Cnt: 26386.9 Backgound Scale: 9.82607. ITERATION NUMBER 222. Current Log-Posterior: 387288 Step Size: -203.7348235 Smoothing Hyper-parameters: 0.517810 0.631755 0.422984 0.309079 0.169415 0.051692 Expected Total MS Cnt: 26141.3 Backgound Scale: 9.92526. ITERATION NUMBER 223. Current Log-Posterior: 386931 Step Size: -357.000341 Smoothing Hyper-parameters: 0.525760 0.575238 0.469866 0.440009 0.205990 0.203630 Expected Total MS Cnt: 26249.3 Backgound Scale: 9.92918. ITERATION NUMBER 224. Current Log-Posterior: 386938 Step Size: 7.258071453 Smoothing Hyper-parameters: 0.505900 0.596474 0.414438 0.401042 0.170281 0.193641 Expected Total MS Cnt: 26333.4 Backgound Scale: 9.87744. ITERATION NUMBER 225. Current Log-Posterior: 387144 Step Size: 205.4284331 Smoothing Hyper-parameters: 0.470704 0.520477 0.577957 0.424383 0.182821 0.194907 Expected Total MS Cnt: 26433.5 Backgound Scale: 9.84636. ITERATION NUMBER 226. Current Log-Posterior: 387771 Step Size: 627.282405 Smoothing Hyper-parameters: 0.432728 0.601987 0.619676 0.299703 0.228193 0.139558 Expected Total MS Cnt: 26487.2 Backgound Scale: 9.78804. ITERATION NUMBER 227. Current Log-Posterior: 388221 Step Size: 449.9066444 Smoothing Hyper-parameters: 0.441220 0.665635 0.536628 0.348239 0.160610 0.254148 Expected Total MS Cnt: 26302.8 Backgound Scale: 9.87288. ITERATION NUMBER 228. Current Log-Posterior: 387982 Step Size: -239.1530328 Smoothing Hyper-parameters: 0.502118 0.659173 0.464797 0.326934 0.168492 0.131776 Expected Total MS Cnt: 26368.6 Backgound Scale: 9.8086. ITERATION NUMBER 229. Current Log-Posterior: 387055 Step Size: -926.0814064 Smoothing Hyper-parameters: 0.452462 0.493897 0.511483 0.356213 0.176103 0.204622 Expected Total MS Cnt: 26313.4 Backgound Scale: 9.9039. ITERATION NUMBER 230. Current Log-Posterior: 388293 Step Size: 1237.421187 Smoothing Hyper-parameters: 0.499162 0.660991 0.453910 0.298039 0.284920 0.196757 Expected Total MS Cnt: 26061.8 Backgound Scale: 9.85136. ITERATION NUMBER 231. Current Log-Posterior: 387072 Step Size: -1220.49419 Smoothing Hyper-parameters: 0.483555 0.598468 0.511009 0.324106 0.189264 0.248300 Expected Total MS Cnt: 26364 Backgound Scale: 9.89229. ITERATION NUMBER 232. Current Log-Posterior: 387453 Step Size: 380.8137368 Smoothing Hyper-parameters: 0.463147 0.566120 0.434262 0.259788 0.295405 0.236917 Expected Total MS Cnt: 26419.1 Backgound Scale: 9.9057. ITERATION NUMBER 233. Current Log-Posterior: 387927 Step Size: 473.517538 Smoothing Hyper-parameters: 0.502408 0.618846 0.491561 0.448734 0.173839 0.233006 Expected Total MS Cnt: 26336.3 Backgound Scale: 9.88988. ITERATION NUMBER 234. Current Log-Posterior: 387106 Step Size: -821.1245652 Smoothing Hyper-parameters: 0.546174 0.555552 0.563730 0.298991 0.314842 0.294464 Expected Total MS Cnt: 26299.1 Backgound Scale: 9.83617. ITERATION NUMBER 235. Current Log-Posterior: 386636 Step Size: -469.8441457 Smoothing Hyper-parameters: 0.449863 0.584066 0.528036 0.269849 0.310900 0.155752 Expected Total MS Cnt: 25864.6 Backgound Scale: 9.92759. ITERATION NUMBER 236. Current Log-Posterior: 388038 Step Size: 1402.407987 Smoothing Hyper-parameters: 0.510109 0.651164 0.520407 0.290911 0.190378 0.143531 Expected Total MS Cnt: 26034.5 Backgound Scale: 9.94148. ITERATION NUMBER 237. Current Log-Posterior: 386948 Step Size: -1090.559634 Smoothing Hyper-parameters: 0.525487 0.615488 0.499709 0.292572 0.408950 0.324740 Expected Total MS Cnt: 26048 Backgound Scale: 9.88854. ITERATION NUMBER 238. Current Log-Posterior: 386792 Step Size: -155.7414984 Smoothing Hyper-parameters: 0.482679 0.630542 0.532019 0.363803 0.264118 0.257802 Expected Total MS Cnt: 26239.6 Backgound Scale: 9.82668. ITERATION NUMBER 239. Current Log-Posterior: 387337 Step Size: 545.1689613 Smoothing Hyper-parameters: 0.524056 0.611123 0.427864 0.412104 0.102345 0.209983 Expected Total MS Cnt: 26470.7 Backgound Scale: 9.89951. ITERATION NUMBER 240. Current Log-Posterior: 386937 Step Size: -400.0203704 Smoothing Hyper-parameters: 0.495845 0.635827 0.545366 0.334369 0.184629 0.150257 Expected Total MS Cnt: 26479.3 Backgound Scale: 9.79949. ITERATION NUMBER 241. Current Log-Posterior: 387171 Step Size: 233.6784652 Smoothing Hyper-parameters: 0.563523 0.581133 0.486584 0.295249 0.282050 0.162733 Expected Total MS Cnt: 26412.4 Backgound Scale: 9.82349. ITERATION NUMBER 242. Current Log-Posterior: 386458 Step Size: -712.8490773 Smoothing Hyper-parameters: 0.520754 0.703523 0.520534 0.341891 0.301739 0.163214 Expected Total MS Cnt: 26699.1 Backgound Scale: 9.88075. ITERATION NUMBER 243. Current Log-Posterior: 386665 Step Size: 207.4352975 Smoothing Hyper-parameters: 0.501836 0.585601 0.518481 0.273364 0.334463 0.221039 Expected Total MS Cnt: 26170.3 Backgound Scale: 9.88776. ITERATION NUMBER 244. Current Log-Posterior: 387341 Step Size: 675.6825943 Smoothing Hyper-parameters: 0.483448 0.603547 0.522290 0.346843 0.128520 0.240679 Expected Total MS Cnt: 26252.4 Backgound Scale: 9.85426. ITERATION NUMBER 245. Current Log-Posterior: 387363 Step Size: 21.58013781 Smoothing Hyper-parameters: 0.475372 0.527939 0.477545 0.296698 0.214463 0.259165 Expected Total MS Cnt: 26588.6 Backgound Scale: 9.84497. ITERATION NUMBER 246. Current Log-Posterior: 387880 Step Size: 517.6258626 Smoothing Hyper-parameters: 0.494303 0.613923 0.525379 0.391207 0.248960 0.199161 Expected Total MS Cnt: 26375.1 Backgound Scale: 9.8629. ITERATION NUMBER 247. Current Log-Posterior: 387277 Step Size: -602.7408719 Smoothing Hyper-parameters: 0.444896 0.699722 0.491209 0.331478 0.235248 0.278698 Expected Total MS Cnt: 26469.6 Backgound Scale: 9.89578. ITERATION NUMBER 248. Current Log-Posterior: 387943 Step Size: 665.8424956 Smoothing Hyper-parameters: 0.496654 0.586633 0.528314 0.373454 0.238762 0.234345 Expected Total MS Cnt: 26467.1 Backgound Scale: 9.85082. ITERATION NUMBER 249. Current Log-Posterior: 387289 Step Size: -653.8505246 Smoothing Hyper-parameters: 0.516867 0.638201 0.531519 0.372359 0.194896 0.217846 Expected Total MS Cnt: 26295.7 Backgound Scale: 9.90323. ITERATION NUMBER 250. Current Log-Posterior: 386857 Step Size: -432.666046 Smoothing Hyper-parameters: 0.557083 0.528538 0.522847 0.419560 0.249862 0.212692 Expected Total MS Cnt: 26097.4 Backgound Scale: 9.90802. ITERATION NUMBER 251. Current Log-Posterior: 386715 Step Size: -141.8942816 Smoothing Hyper-parameters: 0.452957 0.601280 0.515546 0.266636 0.282283 0.286370 Expected Total MS Cnt: 25896 Backgound Scale: 9.93583. ITERATION NUMBER 252. Current Log-Posterior: 387856 Step Size: 1141.362188 Smoothing Hyper-parameters: 0.495619 0.617742 0.551837 0.356224 0.142898 0.253380 Expected Total MS Cnt: 26031.3 Backgound Scale: 9.93578. ITERATION NUMBER 253. Current Log-Posterior: 387264 Step Size: -592.1270284 Smoothing Hyper-parameters: 0.455876 0.656546 0.478616 0.269102 0.292116 0.193704 Expected Total MS Cnt: 26157.9 Backgound Scale: 9.90305. ITERATION NUMBER 254. Current Log-Posterior: 387777 Step Size: 512.7568767 Smoothing Hyper-parameters: 0.565920 0.655522 0.566147 0.276828 0.354884 0.164681 Expected Total MS Cnt: 26127.8 Backgound Scale: 9.93457. ITERATION NUMBER 255. Current Log-Posterior: 386157 Step Size: -1620.175518 Smoothing Hyper-parameters: 0.498639 0.625228 0.504654 0.408332 0.286255 0.319828 Expected Total MS Cnt: 25843.8 Backgound Scale: 9.92444. ITERATION NUMBER 256. Current Log-Posterior: 387024 Step Size: 867.6829687 Smoothing Hyper-parameters: 0.500156 0.641737 0.509232 0.286234 0.255914 0.232239 Expected Total MS Cnt: 25807.5 Backgound Scale: 9.86929. ITERATION NUMBER 257. Current Log-Posterior: 387046 Step Size: 21.51883055 Smoothing Hyper-parameters: 0.535809 0.683223 0.502665 0.354670 0.241304 0.221529 Expected Total MS Cnt: 26201.8 Backgound Scale: 9.88207. ITERATION NUMBER 258. Current Log-Posterior: 386428 Step Size: -618.3445204 Smoothing Hyper-parameters: 0.493258 0.670489 0.540264 0.380752 0.244968 0.187743 Expected Total MS Cnt: 26721.7 Backgound Scale: 9.91681. ITERATION NUMBER 259. Current Log-Posterior: 387085 Step Size: 657.6002771 Smoothing Hyper-parameters: 0.522459 0.574728 0.533241 0.406202 0.116359 0.319647 Expected Total MS Cnt: 26356.6 Backgound Scale: 9.81814. ITERATION NUMBER 260. Current Log-Posterior: 386856 Step Size: -228.8498699 Smoothing Hyper-parameters: 0.563647 0.641612 0.538721 0.371915 0.241646 0.135642 Expected Total MS Cnt: 26252.1 Backgound Scale: 9.84286. ITERATION NUMBER 261. Current Log-Posterior: 386204 Step Size: -652.2294199 Smoothing Hyper-parameters: 0.581954 0.489522 0.526893 0.278093 0.303451 0.095171 Expected Total MS Cnt: 26440.5 Backgound Scale: 9.87228. ITERATION NUMBER 262. Current Log-Posterior: 386407 Step Size: 203.3216954 Smoothing Hyper-parameters: 0.541138 0.628735 0.531371 0.434214 0.254583 0.123609 Expected Total MS Cnt: 26053.2 Backgound Scale: 9.96547. ITERATION NUMBER 263. Current Log-Posterior: 386459 Step Size: 51.39884751 Smoothing Hyper-parameters: 0.595021 0.619453 0.463588 0.322532 0.218215 0.195042 Expected Total MS Cnt: 26039.2 Backgound Scale: 9.91555. ITERATION NUMBER 264. Current Log-Posterior: 385859 Step Size: -599.930736 Smoothing Hyper-parameters: 0.586421 0.644069 0.432455 0.312250 0.319884 0.152498 Expected Total MS Cnt: 26197.6 Backgound Scale: 9.83913. ITERATION NUMBER 265. Current Log-Posterior: 385940 Step Size: 81.42598741 Smoothing Hyper-parameters: 0.584256 0.581395 0.486552 0.284929 0.215388 0.158272 Expected Total MS Cnt: 26358.9 Backgound Scale: 9.94229. ITERATION NUMBER 266. Current Log-Posterior: 386137 Step Size: 197.1618918 Smoothing Hyper-parameters: 0.466050 0.691051 0.480188 0.495847 0.162904 0.194807 Expected Total MS Cnt: 26032 Backgound Scale: 9.84744. ITERATION NUMBER 267. Current Log-Posterior: 387418 Step Size: 1280.853933 Smoothing Hyper-parameters: 0.456307 0.587797 0.526038 0.275604 0.253096 0.275024 Expected Total MS Cnt: 26204.1 Backgound Scale: 9.84356. ITERATION NUMBER 268. Current Log-Posterior: 387878 Step Size: 460.0885228 Smoothing Hyper-parameters: 0.481196 0.594086 0.438556 0.282771 0.321906 0.270267 Expected Total MS Cnt: 26505.5 Backgound Scale: 9.92127. ITERATION NUMBER 269. Current Log-Posterior: 387627 Step Size: -251.1179443 Smoothing Hyper-parameters: 0.518774 0.613084 0.515107 0.243436 0.273778 0.178917 Expected Total MS Cnt: 25996.2 Backgound Scale: 9.80446. ITERATION NUMBER 270. Current Log-Posterior: 386983 Step Size: -644.486041 Smoothing Hyper-parameters: 0.476020 0.594270 0.585213 0.261666 0.270239 0.198015 Expected Total MS Cnt: 26198.2 Backgound Scale: 9.88151. ITERATION NUMBER 271. Current Log-Posterior: 387612 Step Size: 629.4903476 Smoothing Hyper-parameters: 0.462205 0.671758 0.493067 0.271670 0.296020 0.103266 Expected Total MS Cnt: 26080.2 Backgound Scale: 9.93187. ITERATION NUMBER 272. Current Log-Posterior: 387595 Step Size: -17.34241855 Smoothing Hyper-parameters: 0.548683 0.630692 0.470322 0.495290 0.131542 0.154054 Expected Total MS Cnt: 25825.9 Backgound Scale: 9.94031. ITERATION NUMBER 273. Current Log-Posterior: 386491 Step Size: -1103.913383 Smoothing Hyper-parameters: 0.464390 0.594133 0.510811 0.282715 0.186037 0.235723 Expected Total MS Cnt: 26067.6 Backgound Scale: 9.95709. ITERATION NUMBER 274. Current Log-Posterior: 387656 Step Size: 1165.07487 Smoothing Hyper-parameters: 0.473521 0.559081 0.402196 0.430008 0.220702 0.184480 Expected Total MS Cnt: 25858.7 Backgound Scale: 9.98253. ITERATION NUMBER 275. Current Log-Posterior: 387749 Step Size: 92.72230477 Smoothing Hyper-parameters: 0.493835 0.631107 0.529605 0.341884 0.183654 0.278231 Expected Total MS Cnt: 26229.3 Backgound Scale: 9.95948. ITERATION NUMBER 276. Current Log-Posterior: 387118 Step Size: -630.7815537 Smoothing Hyper-parameters: 0.515284 0.676580 0.514314 0.415287 0.172526 0.157736 Expected Total MS Cnt: 26513.4 Backgound Scale: 9.86752. ITERATION NUMBER 277. Current Log-Posterior: 386718 Step Size: -399.7924002 Smoothing Hyper-parameters: 0.478146 0.569785 0.509180 0.290968 0.443802 0.075602 Expected Total MS Cnt: 26338.7 Backgound Scale: 9.96724. ITERATION NUMBER 278. Current Log-Posterior: 387565 Step Size: 846.6255542 Smoothing Hyper-parameters: 0.507239 0.583004 0.522727 0.310605 0.271208 0.124067 Expected Total MS Cnt: 26244.8 Backgound Scale: 9.93614. ITERATION NUMBER 279. Current Log-Posterior: 386991 Step Size: -573.8687531 Smoothing Hyper-parameters: 0.476740 0.669241 0.518073 0.358759 0.306259 0.172343 Expected Total MS Cnt: 26210.2 Backgound Scale: 9.87304. ITERATION NUMBER 280. Current Log-Posterior: 387319 Step Size: 327.7501296 Smoothing Hyper-parameters: 0.477815 0.545924 0.536667 0.310991 0.316411 0.238506 Expected Total MS Cnt: 26005.1 Backgound Scale: 9.84219. ITERATION NUMBER 281. Current Log-Posterior: 387697 Step Size: 377.9411633 Smoothing Hyper-parameters: 0.502483 0.646482 0.404857 0.246490 0.347781 0.145416 Expected Total MS Cnt: 26079.4 Backgound Scale: 9.86198. ITERATION NUMBER 282. Current Log-Posterior: 387267 Step Size: -429.9206578 Smoothing Hyper-parameters: 0.485555 0.501907 0.459851 0.446743 0.196174 0.050864 Expected Total MS Cnt: 26314.3 Backgound Scale: 9.85348. ITERATION NUMBER 283. Current Log-Posterior: 387683 Step Size: 415.7853281 Smoothing Hyper-parameters: 0.536817 0.530462 0.602325 0.391444 0.281865 0.137167 Expected Total MS Cnt: 25892.5 Backgound Scale: 9.95199. ITERATION NUMBER 284. Current Log-Posterior: 386796 Step Size: -886.6178952 Smoothing Hyper-parameters: 0.535568 0.650866 0.462292 0.364999 0.159885 0.273182 Expected Total MS Cnt: 25916.9 Backgound Scale: 9.92771. ITERATION NUMBER 285. Current Log-Posterior: 386567 Step Size: -228.6439531 Smoothing Hyper-parameters: 0.504217 0.632429 0.460502 0.286987 0.235231 0.200708 Expected Total MS Cnt: 25851.8 Backgound Scale: 9.88292. ITERATION NUMBER 286. Current Log-Posterior: 387130 Step Size: 563.0296356 Smoothing Hyper-parameters: 0.555853 0.587620 0.528485 0.376670 0.295043 0.269677 Expected Total MS Cnt: 26151 Backgound Scale: 9.94827. ITERATION NUMBER 287. Current Log-Posterior: 386445 Step Size: -685.2634389 Smoothing Hyper-parameters: 0.536643 0.592223 0.493097 0.351707 0.149859 0.213209 Expected Total MS Cnt: 25860.5 Backgound Scale: 9.90004. ITERATION NUMBER 288. Current Log-Posterior: 386651 Step Size: 206.3201415 Smoothing Hyper-parameters: 0.547395 0.541600 0.561190 0.359846 0.324248 0.236405 Expected Total MS Cnt: 25989 Backgound Scale: 9.92792. ITERATION NUMBER 289. Current Log-Posterior: 386578 Step Size: -72.96874348 Smoothing Hyper-parameters: 0.463273 0.601437 0.501351 0.356110 0.201433 0.167754 Expected Total MS Cnt: 25727.8 Backgound Scale: 9.9397. ITERATION NUMBER 290. Current Log-Posterior: 387709 Step Size: 1130.808531 Smoothing Hyper-parameters: 0.484304 0.595353 0.501590 0.411835 0.182483 0.222337 Expected Total MS Cnt: 25899.4 Backgound Scale: 9.97202. ITERATION NUMBER 291. Current Log-Posterior: 387400 Step Size: -309.4821042 Smoothing Hyper-parameters: 0.556203 0.572926 0.497173 0.359508 0.146479 0.131522 Expected Total MS Cnt: 25984.4 Backgound Scale: 9.86583. ITERATION NUMBER 292. Current Log-Posterior: 386574 Step Size: -825.7412544 Smoothing Hyper-parameters: 0.440168 0.570979 0.428853 0.358060 0.222683 0.278344 Expected Total MS Cnt: 25989.3 Backgound Scale: 9.92693. ITERATION NUMBER 293. Current Log-Posterior: 388137 Step Size: 1563.084153 Smoothing Hyper-parameters: 0.503310 0.665047 0.431587 0.218549 0.294848 0.239766 Expected Total MS Cnt: 25813.5 Backgound Scale: 9.99678. ITERATION NUMBER 294. Current Log-Posterior: 387078 Step Size: -1059.037656 Smoothing Hyper-parameters: 0.493261 0.617425 0.457283 0.341520 0.319811 0.216307 Expected Total MS Cnt: 25657.1 Backgound Scale: 9.99963. ITERATION NUMBER 295. Current Log-Posterior: 387306 Step Size: 227.5390639 Smoothing Hyper-parameters: 0.505867 0.595858 0.617865 0.340432 0.216335 0.272521 Expected Total MS Cnt: 25494.2 Backgound Scale: 10.0068. ITERATION NUMBER 296. Current Log-Posterior: 386992 Step Size: -313.1065389 Smoothing Hyper-parameters: 0.539178 0.575760 0.490389 0.336214 0.197633 0.300037 Expected Total MS Cnt: 25567.5 Backgound Scale: 10.0124. ITERATION NUMBER 297. Current Log-Posterior: 386688 Step Size: -304.8445842 Smoothing Hyper-parameters: 0.504263 0.604549 0.546878 0.260853 0.290441 0.235349 Expected Total MS Cnt: 25690.6 Backgound Scale: 9.9958. ITERATION NUMBER 298. Current Log-Posterior: 387106 Step Size: 418.1933336 Smoothing Hyper-parameters: 0.427587 0.624635 0.465303 0.390245 0.194256 0.145088 Expected Total MS Cnt: 25547.8 Backgound Scale: 10.0334. ITERATION NUMBER 299. Current Log-Posterior: 388421 Step Size: 1315.562992 Smoothing Hyper-parameters: 0.486185 0.590124 0.515884 0.436869 0.252423 0.228761 Expected Total MS Cnt: 25814.7 Backgound Scale: 10.0139. ITERATION NUMBER 300. Current Log-Posterior: 387434 Step Size: -987.2794341 Smoothing Hyper-parameters: 0.443611 0.607438 0.520362 0.406189 0.231465 0.227998 Expected Total MS Cnt: 25697.5 Backgound Scale: 9.91307. ITERATION NUMBER 301. Current Log-Posterior: 388082 Step Size: 648.3867927 Smoothing Hyper-parameters: 0.505340 0.548887 0.514806 0.503348 0.147636 0.135802 Expected Total MS Cnt: 25846.5 Backgound Scale: 9.95366. ITERATION NUMBER 302. Current Log-Posterior: 387139 Step Size: -943.0529865 Smoothing Hyper-parameters: 0.498902 0.634324 0.515240 0.414547 0.250002 0.278114 Expected Total MS Cnt: 25907.9 Backgound Scale: 9.87402. ITERATION NUMBER 303. Current Log-Posterior: 387057 Step Size: -82.60884792 Smoothing Hyper-parameters: 0.555383 0.553443 0.465633 0.265359 0.199353 0.258714 Expected Total MS Cnt: 25557.6 Backgound Scale: 10.0054. ITERATION NUMBER 304. Current Log-Posterior: 386698 Step Size: -358.645306 Smoothing Hyper-parameters: 0.571750 0.586205 0.464627 0.248859 0.354038 0.285620 Expected Total MS Cnt: 25441.9 Backgound Scale: 10.0304. ITERATION NUMBER 305. Current Log-Posterior: 386337 Step Size: -360.9249042 Smoothing Hyper-parameters: 0.555286 0.662062 0.455203 0.292887 0.297693 0.173135 Expected Total MS Cnt: 25803.8 Backgound Scale: 10.0267. ITERATION NUMBER 306. Current Log-Posterior: 386453 Step Size: 115.8172561 Smoothing Hyper-parameters: 0.478046 0.685027 0.571031 0.468101 0.326426 0.112695 Expected Total MS Cnt: 25486.7 Backgound Scale: 9.91865. ITERATION NUMBER 307. Current Log-Posterior: 387213 Step Size: 759.7229244 Smoothing Hyper-parameters: 0.467991 0.642565 0.411093 0.348942 0.253751 0.195770 Expected Total MS Cnt: 25924.9 Backgound Scale: 9.96235. ITERATION NUMBER 308. Current Log-Posterior: 387707 Step Size: 494.4520732 Smoothing Hyper-parameters: 0.516905 0.585173 0.458446 0.237847 0.231229 0.234865 Expected Total MS Cnt: 25970.1 Backgound Scale: 9.94437. ITERATION NUMBER 309. Current Log-Posterior: 387047 Step Size: -660.1163408 Smoothing Hyper-parameters: 0.517189 0.586636 0.385076 0.377377 0.156607 0.116352 Expected Total MS Cnt: 25912.4 Backgound Scale: 9.8196. ITERATION NUMBER 310. Current Log-Posterior: 387105 Step Size: 57.69183593 Smoothing Hyper-parameters: 0.547141 0.630178 0.596679 0.345841 0.265371 0.162567 Expected Total MS Cnt: 26258.1 Backgound Scale: 9.91328. ITERATION NUMBER 311. Current Log-Posterior: 386426 Step Size: -678.4649554 Smoothing Hyper-parameters: 0.491148 0.631838 0.524061 0.376571 0.224090 0.220945 Expected Total MS Cnt: 26228.6 Backgound Scale: 9.91043. ITERATION NUMBER 312. Current Log-Posterior: 387106 Step Size: 679.2133219 Smoothing Hyper-parameters: 0.460521 0.640621 0.529198 0.359475 0.177773 0.277075 Expected Total MS Cnt: 26465.4 Backgound Scale: 9.85916. ITERATION NUMBER 313. Current Log-Posterior: 387633 Step Size: 527.1286977 Smoothing Hyper-parameters: 0.525439 0.538655 0.449595 0.327831 0.257252 0.215235 Expected Total MS Cnt: 26276 Backgound Scale: 9.9005. ITERATION NUMBER 314. Current Log-Posterior: 387170 Step Size: -462.5909535 Smoothing Hyper-parameters: 0.549242 0.601930 0.512549 0.406028 0.212698 0.234446 Expected Total MS Cnt: 26078 Backgound Scale: 9.88892. ITERATION NUMBER 315. Current Log-Posterior: 386535 Step Size: -634.8409394 Smoothing Hyper-parameters: 0.550817 0.584146 0.556419 0.175714 0.146108 0.206179 Expected Total MS Cnt: 26167.1 Backgound Scale: 9.90225. ITERATION NUMBER 316. Current Log-Posterior: 386626 Step Size: 91.05953 Smoothing Hyper-parameters: 0.403911 0.631844 0.587239 0.331412 0.285839 0.267450 Expected Total MS Cnt: 26235.8 Backgound Scale: 9.95784. ITERATION NUMBER 317. Current Log-Posterior: 388553 Step Size: 1926.720226 Smoothing Hyper-parameters: 0.485191 0.666766 0.566096 0.294403 0.241391 0.296826 Expected Total MS Cnt: 26183.3 Backgound Scale: 9.86528. ITERATION NUMBER 318. Current Log-Posterior: 387275 Step Size: -1278.275129 Smoothing Hyper-parameters: 0.482950 0.582992 0.434229 0.286932 0.236827 0.147689 Expected Total MS Cnt: 26361.5 Backgound Scale: 9.84909. ITERATION NUMBER 319. Current Log-Posterior: 387574 Step Size: 299.3618948 Smoothing Hyper-parameters: 0.541721 0.600013 0.423049 0.387279 0.130966 0.137319 Expected Total MS Cnt: 26574.3 Backgound Scale: 9.83148. ITERATION NUMBER 320. Current Log-Posterior: 386702 Step Size: -871.8914977 Smoothing Hyper-parameters: 0.516841 0.622727 0.510624 0.297094 0.314272 0.151056 Expected Total MS Cnt: 26391.4 Backgound Scale: 9.77078. ITERATION NUMBER 321. Current Log-Posterior: 387011 Step Size: 309.162101 Smoothing Hyper-parameters: 0.459266 0.632000 0.569925 0.349300 0.117583 0.316274 Expected Total MS Cnt: 26305.7 Backgound Scale: 9.89008. ITERATION NUMBER 322. Current Log-Posterior: 387685 Step Size: 673.2730677 Smoothing Hyper-parameters: 0.500075 0.566706 0.553732 0.448932 0.284490 0.176538 Expected Total MS Cnt: 26004.8 Backgound Scale: 9.89309. ITERATION NUMBER 323. Current Log-Posterior: 387285 Step Size: -399.731837 Smoothing Hyper-parameters: 0.520341 0.589494 0.553201 0.238004 0.360757 0.205395 Expected Total MS Cnt: 25912.7 Backgound Scale: 9.87834. ITERATION NUMBER 324. Current Log-Posterior: 386885 Step Size: -400.1421132 Smoothing Hyper-parameters: 0.446474 0.566740 0.555405 0.323799 0.302930 0.215499 Expected Total MS Cnt: 25687.3 Backgound Scale: 9.86359. ITERATION NUMBER 325. Current Log-Posterior: 388035 Step Size: 1150.50355 Smoothing Hyper-parameters: 0.450521 0.600282 0.502825 0.395993 0.216815 0.137935 Expected Total MS Cnt: 25985.2 Backgound Scale: 9.94051. ITERATION NUMBER 326. Current Log-Posterior: 387861 Step Size: -173.8642128 Smoothing Hyper-parameters: 0.393548 0.621938 0.450360 0.428454 0.231424 0.131746 Expected Total MS Cnt: 25973.8 Backgound Scale: 9.9214. ITERATION NUMBER 327. Current Log-Posterior: 388941 Step Size: 1079.154255 Smoothing Hyper-parameters: 0.451149 0.596882 0.452447 0.341728 0.343125 0.194860 Expected Total MS Cnt: 25882.1 Backgound Scale: 9.92677. ITERATION NUMBER 328. Current Log-Posterior: 388030 Step Size: -910.4352882 Smoothing Hyper-parameters: 0.425262 0.650969 0.435512 0.284466 0.212055 0.288902 Expected Total MS Cnt: 25561.2 Backgound Scale: 9.92586. ITERATION NUMBER 329. Current Log-Posterior: 388339 Step Size: 308.6727403 Smoothing Hyper-parameters: 0.488376 0.506377 0.475033 0.536372 0.166998 0.254814 Expected Total MS Cnt: 26092 Backgound Scale: 9.93909. ITERATION NUMBER 330. Current Log-Posterior: 387647 Step Size: -691.540076 Smoothing Hyper-parameters: 0.428167 0.591896 0.463627 0.345941 0.288379 0.223699 Expected Total MS Cnt: 26036 Backgound Scale: 9.96334. ITERATION NUMBER 331. Current Log-Posterior: 388413 Step Size: 766.0576719 Smoothing Hyper-parameters: 0.518684 0.519290 0.494927 0.305277 0.250501 0.300868 Expected Total MS Cnt: 26132.7 Backgound Scale: 9.91906. ITERATION NUMBER 332. Current Log-Posterior: 387209 Step Size: -1204.763785 Smoothing Hyper-parameters: 0.512811 0.638312 0.540680 0.333783 0.256534 0.153389 Expected Total MS Cnt: 26194.6 Backgound Scale: 9.96122. ITERATION NUMBER 333. Current Log-Posterior: 386847 Step Size: -361.287488 Smoothing Hyper-parameters: 0.574590 0.642156 0.558459 0.276708 0.205035 0.238583 Expected Total MS Cnt: 26116.1 Backgound Scale: 9.87332. ITERATION NUMBER 334. Current Log-Posterior: 386099 Step Size: -748.2081402 Smoothing Hyper-parameters: 0.468925 0.582313 0.417649 0.257198 0.242359 0.160751 Expected Total MS Cnt: 26001.5 Backgound Scale: 9.91159. ITERATION NUMBER 335. Current Log-Posterior: 387853 Step Size: 1754.243736 Smoothing Hyper-parameters: 0.532587 0.560369 0.420340 0.243123 0.299206 0.257701 Expected Total MS Cnt: 25786.7 Backgound Scale: 9.9265. ITERATION NUMBER 336. Current Log-Posterior: 386964 Step Size: -889.6688297 Smoothing Hyper-parameters: 0.547202 0.603933 0.450353 0.358216 0.244939 0.196653 Expected Total MS Cnt: 26299.1 Backgound Scale: 9.84687. ITERATION NUMBER 337. Current Log-Posterior: 386558 Step Size: -405.5762728 Smoothing Hyper-parameters: 0.590349 0.519084 0.423757 0.466894 0.204260 0.232374 Expected Total MS Cnt: 26123.9 Backgound Scale: 9.93888. ITERATION NUMBER 338. Current Log-Posterior: 386334 Step Size: -223.6115191 Smoothing Hyper-parameters: 0.442341 0.640123 0.482985 0.293915 0.386790 0.258233 Expected Total MS Cnt: 25991.5 Backgound Scale: 9.9614. ITERATION NUMBER 339. Current Log-Posterior: 388198 Step Size: 1863.019619 Smoothing Hyper-parameters: 0.443219 0.594313 0.409933 0.300699 0.178857 0.280472 Expected Total MS Cnt: 25881.8 Backgound Scale: 9.89014. ITERATION NUMBER 340. Current Log-Posterior: 388197 Step Size: -0.511957574 Smoothing Hyper-parameters: 0.488621 0.589826 0.492378 0.228862 0.327284 0.273913 Expected Total MS Cnt: 25930.8 Backgound Scale: 9.90576. ITERATION NUMBER 341. Current Log-Posterior: 387483 Step Size: -713.509972 Smoothing Hyper-parameters: 0.497549 0.615655 0.476766 0.302334 0.192558 0.279527 Expected Total MS Cnt: 26097.8 Backgound Scale: 9.91584. ITERATION NUMBER 342. Current Log-Posterior: 387152 Step Size: -331.7739621 Smoothing Hyper-parameters: 0.475171 0.606780 0.567489 0.278832 0.330479 0.276602 Expected Total MS Cnt: 25741.5 Backgound Scale: 9.96129. ITERATION NUMBER 343. Current Log-Posterior: 387479 Step Size: 327.3214225 Smoothing Hyper-parameters: 0.552415 0.547969 0.448274 0.364656 0.312473 0.178255 Expected Total MS Cnt: 25666.9 Backgound Scale: 9.90796. ITERATION NUMBER 344. Current Log-Posterior: 386655 Step Size: -823.7776828 Smoothing Hyper-parameters: 0.541021 0.659807 0.510036 0.332366 0.320357 0.206124 Expected Total MS Cnt: 25660.1 Backgound Scale: 9.92979. ITERATION NUMBER 345. Current Log-Posterior: 386410 Step Size: -244.9846049 Smoothing Hyper-parameters: 0.424806 0.643697 0.415570 0.308140 0.225405 0.115628 Expected Total MS Cnt: 25699.1 Backgound Scale: 9.94451. ITERATION NUMBER 346. Current Log-Posterior: 388297 Step Size: 1886.459361 Smoothing Hyper-parameters: 0.500152 0.623326 0.594798 0.306875 0.303598 0.147595 Expected Total MS Cnt: 26045 Backgound Scale: 9.84539. ITERATION NUMBER 347. Current Log-Posterior: 386996 Step Size: -1301.140076 Smoothing Hyper-parameters: 0.485443 0.642809 0.454970 0.490644 0.253650 0.199092 Expected Total MS Cnt: 25794.7 Backgound Scale: 9.87897. ITERATION NUMBER 348. Current Log-Posterior: 387295 Step Size: 299.1899196 Smoothing Hyper-parameters: 0.526789 0.621732 0.441645 0.380360 0.159934 0.268659 Expected Total MS Cnt: 26205 Backgound Scale: 9.92007. ITERATION NUMBER 349. Current Log-Posterior: 386842 Step Size: -452.4988149 Smoothing Hyper-parameters: 0.439189 0.628656 0.471068 0.417431 0.158533 0.133563 Expected Total MS Cnt: 26148.6 Backgound Scale: 9.89254. ITERATION NUMBER 350. Current Log-Posterior: 388018 Step Size: 1176.055571 Smoothing Hyper-parameters: 0.467288 0.628604 0.474641 0.284201 0.267930 0.222092 Expected Total MS Cnt: 26222.3 Backgound Scale: 9.87719. ITERATION NUMBER 351. Current Log-Posterior: 387568 Step Size: -450.7719317 Smoothing Hyper-parameters: 0.512302 0.622368 0.401332 0.393529 0.247039 0.288403 Expected Total MS Cnt: 25886.6 Backgound Scale: 9.95917. ITERATION NUMBER 352. Current Log-Posterior: 386869 Step Size: -698.8224475 Smoothing Hyper-parameters: 0.521427 0.580351 0.483145 0.237861 0.191624 0.145076 Expected Total MS Cnt: 25593.5 Backgound Scale: 9.92502. ITERATION NUMBER 353. Current Log-Posterior: 386983 Step Size: 114.4910404 Smoothing Hyper-parameters: 0.547120 0.563266 0.485758 0.329885 0.203010 0.231654 Expected Total MS Cnt: 25754 Backgound Scale: 10.0333. ITERATION NUMBER 354. Current Log-Posterior: 386651 Step Size: -332.6971437 Smoothing Hyper-parameters: 0.558919 0.581509 0.418052 0.438457 0.168800 0.214853 Expected Total MS Cnt: 25602.5 Backgound Scale: 9.99081. ITERATION NUMBER 355. Current Log-Posterior: 386523 Step Size: -127.2508609 Smoothing Hyper-parameters: 0.504193 0.652846 0.484278 0.314543 0.294240 0.142699 Expected Total MS Cnt: 25617.5 Backgound Scale: 9.91725. ITERATION NUMBER 356. Current Log-Posterior: 387023 Step Size: 499.982593 Smoothing Hyper-parameters: 0.548000 0.635319 0.505267 0.280167 0.192957 0.144774 Expected Total MS Cnt: 25709.7 Backgound Scale: 9.94089. ITERATION NUMBER 357. Current Log-Posterior: 386457 Step Size: -566.1972454 Smoothing Hyper-parameters: 0.528217 0.642453 0.492574 0.254849 0.335606 0.229089 Expected Total MS Cnt: 25547.1 Backgound Scale: 9.93188. ITERATION NUMBER 358. Current Log-Posterior: 386689 Step Size: 231.9785341 Smoothing Hyper-parameters: 0.486861 0.600702 0.580633 0.297304 0.344591 0.319321 Expected Total MS Cnt: 25679.6 Backgound Scale: 10.0894. ITERATION NUMBER 359. Current Log-Posterior: 387361 Step Size: 671.8161367 Smoothing Hyper-parameters: 0.510559 0.549092 0.476296 0.374734 0.149842 0.305409 Expected Total MS Cnt: 25725 Backgound Scale: 9.99967. ITERATION NUMBER 360. Current Log-Posterior: 387221 Step Size: -140.350077 Smoothing Hyper-parameters: 0.495898 0.610039 0.455940 0.313582 0.223261 0.356162 Expected Total MS Cnt: 25564.6 Backgound Scale: 9.9676. ITERATION NUMBER 361. Current Log-Posterior: 387252 Step Size: 31.43473912 Smoothing Hyper-parameters: 0.565890 0.589628 0.475056 0.329508 0.256883 0.299475 Expected Total MS Cnt: 25800.4 Backgound Scale: 9.9234. ITERATION NUMBER 362. Current Log-Posterior: 386313 Step Size: -939.2421421 Smoothing Hyper-parameters: 0.641273 0.565723 0.500118 0.429000 0.150496 0.257702 Expected Total MS Cnt: 25947.9 Backgound Scale: 9.94606. ITERATION NUMBER 363. Current Log-Posterior: 385609 Step Size: -703.7497424 Smoothing Hyper-parameters: 0.469408 0.629837 0.511934 0.320803 0.365429 0.296904 Expected Total MS Cnt: 25901.8 Backgound Scale: 9.93002. ITERATION NUMBER 364. Current Log-Posterior: 387545 Step Size: 1936.429826 Smoothing Hyper-parameters: 0.526938 0.562808 0.613646 0.278118 0.254126 0.166628 Expected Total MS Cnt: 25539.1 Backgound Scale: 10.0328. ITERATION NUMBER 365. Current Log-Posterior: 386809 Step Size: -736.7610093 Smoothing Hyper-parameters: 0.538051 0.636437 0.505209 0.339134 0.208465 0.107984 Expected Total MS Cnt: 25522 Backgound Scale: 10.033. ITERATION NUMBER 366. Current Log-Posterior: 386501 Step Size: -307.5361004 Smoothing Hyper-parameters: 0.527520 0.642747 0.492888 0.378559 0.261898 0.125893 Expected Total MS Cnt: 25665.6 Backgound Scale: 9.9409. ITERATION NUMBER 367. Current Log-Posterior: 386593 Step Size: 91.662889 Smoothing Hyper-parameters: 0.580598 0.490924 0.563465 0.301109 0.327494 0.139761 Expected Total MS Cnt: 25703 Backgound Scale: 9.96054. ITERATION NUMBER 368. Current Log-Posterior: 386488 Step Size: -104.2805403 Smoothing Hyper-parameters: 0.431294 0.631183 0.536022 0.304884 0.223753 0.237267 Expected Total MS Cnt: 26064.2 Backgound Scale: 9.92198. ITERATION NUMBER 369. Current Log-Posterior: 388137 Step Size: 1648.837803 Smoothing Hyper-parameters: 0.541935 0.601337 0.513861 0.347551 0.174981 0.169178 Expected Total MS Cnt: 26386.8 Backgound Scale: 9.91081. ITERATION NUMBER 370. Current Log-Posterior: 386574 Step Size: -1563.097489 Smoothing Hyper-parameters: 0.478856 0.585222 0.490474 0.300829 0.189144 0.131780 Expected Total MS Cnt: 25894.2 Backgound Scale: 9.8766. ITERATION NUMBER 371. Current Log-Posterior: 387494 Step Size: 919.4315505 Smoothing Hyper-parameters: 0.511090 0.665621 0.455957 0.376729 0.104529 0.183413 Expected Total MS Cnt: 26228.8 Backgound Scale: 9.82523. ITERATION NUMBER 372. Current Log-Posterior: 386934 Step Size: -559.177266 Smoothing Hyper-parameters: 0.445139 0.562805 0.515964 0.311958 0.234170 0.178067 Expected Total MS Cnt: 26012.3 Backgound Scale: 9.9205. ITERATION NUMBER 373. Current Log-Posterior: 388141 Step Size: 1206.343697 Smoothing Hyper-parameters: 0.499034 0.561903 0.601322 0.294530 0.272905 0.201965 Expected Total MS Cnt: 25754.6 Backgound Scale: 9.93059. ITERATION NUMBER 374. Current Log-Posterior: 387364 Step Size: -776.9468803 Smoothing Hyper-parameters: 0.493453 0.574569 0.445381 0.295457 0.232825 0.165837 Expected Total MS Cnt: 25868.4 Backgound Scale: 9.88467. ITERATION NUMBER 375. Current Log-Posterior: 387504 Step Size: 140.1819495 Smoothing Hyper-parameters: 0.448084 0.627315 0.438818 0.349447 0.243342 0.256986 Expected Total MS Cnt: 25951.7 Backgound Scale: 9.89675. ITERATION NUMBER 376. Current Log-Posterior: 388009 Step Size: 504.5605492 Smoothing Hyper-parameters: 0.491588 0.585044 0.451782 0.373113 0.147865 0.289113 Expected Total MS Cnt: 25899.8 Backgound Scale: 9.94059. ITERATION NUMBER 377. Current Log-Posterior: 387359 Step Size: -649.3475319 Smoothing Hyper-parameters: 0.455076 0.599274 0.653839 0.413604 0.160285 0.210846 Expected Total MS Cnt: 26335.5 Backgound Scale: 9.89382. ITERATION NUMBER 378. Current Log-Posterior: 387739 Step Size: 379.8531396 Smoothing Hyper-parameters: 0.477447 0.589776 0.411541 0.341410 0.208412 0.206373 Expected Total MS Cnt: 26431.8 Backgound Scale: 9.92094. ITERATION NUMBER 379. Current Log-Posterior: 387626 Step Size: -113.4687308 Smoothing Hyper-parameters: 0.472780 0.632330 0.455241 0.330515 0.434618 0.171896 Expected Total MS Cnt: 26696.5 Backgound Scale: 9.89829. ITERATION NUMBER 380. Current Log-Posterior: 387580 Step Size: -46.0620989 Smoothing Hyper-parameters: 0.478702 0.592507 0.502140 0.351727 0.261190 0.160261 Expected Total MS Cnt: 26238.5 Backgound Scale: 9.82913. ITERATION NUMBER 381. Current Log-Posterior: 387602 Step Size: 22.27097661 Smoothing Hyper-parameters: 0.498923 0.543014 0.519437 0.410050 0.171665 0.205747 Expected Total MS Cnt: 26183.5 Backgound Scale: 9.81133. ITERATION NUMBER 382. Current Log-Posterior: 387321 Step Size: -281.2222543 Smoothing Hyper-parameters: 0.496223 0.574267 0.632725 0.331607 0.312333 0.227003 Expected Total MS Cnt: 26010.2 Backgound Scale: 9.85333. ITERATION NUMBER 383. Current Log-Posterior: 387317 Step Size: -3.274277358 Smoothing Hyper-parameters: 0.502508 0.567204 0.504030 0.268664 0.261937 0.240164 Expected Total MS Cnt: 26081.4 Backgound Scale: 9.98331. ITERATION NUMBER 384. Current Log-Posterior: 387339 Step Size: 22.07326107 Smoothing Hyper-parameters: 0.457279 0.547032 0.489446 0.364942 0.112048 0.194745 Expected Total MS Cnt: 25973.2 Backgound Scale: 9.87105. ITERATION NUMBER 385. Current Log-Posterior: 388040 Step Size: 700.9292309 Smoothing Hyper-parameters: 0.425618 0.547556 0.530004 0.383486 0.242325 0.268626 Expected Total MS Cnt: 25851 Backgound Scale: 9.90996. ITERATION NUMBER 386. Current Log-Posterior: 388559 Step Size: 518.2608333 Smoothing Hyper-parameters: 0.410116 0.546832 0.513787 0.234310 0.322513 0.171261 Expected Total MS Cnt: 26018.3 Backgound Scale: 9.91675. ITERATION NUMBER 387. Current Log-Posterior: 388716 Step Size: 157.2384239 Smoothing Hyper-parameters: 0.509680 0.568134 0.440187 0.252530 0.221590 0.234533 Expected Total MS Cnt: 26662.2 Backgound Scale: 9.89255. ITERATION NUMBER 388. Current Log-Posterior: 387181 Step Size: -1535.108346 Smoothing Hyper-parameters: 0.453823 0.683043 0.517548 0.287276 0.289174 0.254995 Expected Total MS Cnt: 26279.4 Backgound Scale: 9.86638. ITERATION NUMBER 389. Current Log-Posterior: 387640 Step Size: 458.9704901 Smoothing Hyper-parameters: 0.440620 0.589282 0.436469 0.356108 0.321007 0.268376 Expected Total MS Cnt: 26238.8 Backgound Scale: 9.91002. ITERATION NUMBER 390. Current Log-Posterior: 388263 Step Size: 623.3598349 Smoothing Hyper-parameters: 0.580382 0.565514 0.458928 0.329499 0.288002 0.241575 Expected Total MS Cnt: 25814.5 Backgound Scale: 9.90985. ITERATION NUMBER 391. Current Log-Posterior: 386333 Step Size: -1930.548185 Smoothing Hyper-parameters: 0.407459 0.627095 0.529190 0.300088 0.202851 0.154886 Expected Total MS Cnt: 25755.7 Backgound Scale: 9.98227. ITERATION NUMBER 392. Current Log-Posterior: 388597 Step Size: 2264.521322 Smoothing Hyper-parameters: 0.519672 0.598584 0.485552 0.332534 0.453647 0.241962 Expected Total MS Cnt: 25718.4 Backgound Scale: 10.0123. ITERATION NUMBER 393. Current Log-Posterior: 386880 Step Size: -1717.271313 Smoothing Hyper-parameters: 0.494389 0.563021 0.410006 0.383633 0.208404 0.213351 Expected Total MS Cnt: 25556.4 Backgound Scale: 9.9764. ITERATION NUMBER 394. Current Log-Posterior: 387456 Step Size: 576.247536 Smoothing Hyper-parameters: 0.539691 0.596449 0.486485 0.297252 0.177814 0.194023 Expected Total MS Cnt: 25515.4 Backgound Scale: 9.98975. ITERATION NUMBER 395. Current Log-Posterior: 386670 Step Size: -786.1056763 Smoothing Hyper-parameters: 0.569959 0.611272 0.444647 0.266616 0.304665 0.231789 Expected Total MS Cnt: 25326.4 Backgound Scale: 9.93184. ITERATION NUMBER 396. Current Log-Posterior: 386255 Step Size: -414.9938898 Smoothing Hyper-parameters: 0.506968 0.605066 0.544846 0.279479 0.116771 0.188304 Expected Total MS Cnt: 25284.9 Backgound Scale: 10.0318. ITERATION NUMBER 397. Current Log-Posterior: 387012 Step Size: 757.2843587 Smoothing Hyper-parameters: 0.526446 0.515506 0.488308 0.343309 0.271482 0.339692 Expected Total MS Cnt: 25340.5 Backgound Scale: 10.0645. ITERATION NUMBER 398. Current Log-Posterior: 387082 Step Size: 69.93494401 Smoothing Hyper-parameters: 0.499188 0.504137 0.435410 0.417994 0.308418 0.219865 Expected Total MS Cnt: 25243.3 Backgound Scale: 9.93027. ITERATION NUMBER 399. Current Log-Posterior: 387446 Step Size: 364.0975894 Smoothing Hyper-parameters: 0.452964 0.620848 0.467760 0.301227 0.328591 0.069204 Expected Total MS Cnt: 25517.6 Backgound Scale: 9.9835. ITERATION NUMBER 400. Current Log-Posterior: 387955 Step Size: 509.1788486 Smoothing Hyper-parameters: 0.476104 0.528610 0.451939 0.384922 0.136310 0.279200 Expected Total MS Cnt: 25860.6 Backgound Scale: 9.97686. ITERATION NUMBER 401. Current Log-Posterior: 387857 Step Size: -98.45825339 Smoothing Hyper-parameters: 0.496673 0.618940 0.576068 0.356941 0.271631 0.257868 Expected Total MS Cnt: 26388.5 Backgound Scale: 9.87483. ITERATION NUMBER 402. Current Log-Posterior: 387191 Step Size: -665.9601324 Smoothing Hyper-parameters: 0.437764 0.623472 0.565094 0.316744 0.225542 0.208908 Expected Total MS Cnt: 26145.9 Backgound Scale: 9.8792. ITERATION NUMBER 403. Current Log-Posterior: 388040 Step Size: 848.7467147 Smoothing Hyper-parameters: 0.504270 0.600304 0.459031 0.310395 0.218893 0.172791 Expected Total MS Cnt: 25973.4 Backgound Scale: 9.9059. ITERATION NUMBER 404. Current Log-Posterior: 387146 Step Size: -893.7331821 Smoothing Hyper-parameters: 0.457564 0.587670 0.520766 0.291803 0.298884 0.120432 Expected Total MS Cnt: 25809.7 Backgound Scale: 9.90684. ITERATION NUMBER 405. Current Log-Posterior: 387851 Step Size: 704.9000711 Smoothing Hyper-parameters: 0.505688 0.581044 0.550648 0.355545 0.225787 0.266567 Expected Total MS Cnt: 25830.4 Backgound Scale: 9.96348. ITERATION NUMBER 406. Current Log-Posterior: 387118 Step Size: -732.7776932 Smoothing Hyper-parameters: 0.475678 0.665783 0.550130 0.383502 0.301198 0.167375 Expected Total MS Cnt: 25929.2 Backgound Scale: 9.94381. ITERATION NUMBER 407. Current Log-Posterior: 387321 Step Size: 202.7788804 Smoothing Hyper-parameters: 0.485308 0.548846 0.507633 0.317632 0.176957 0.277618 Expected Total MS Cnt: 25814 Backgound Scale: 9.92529. ITERATION NUMBER 408. Current Log-Posterior: 387573 Step Size: 251.7249502 Smoothing Hyper-parameters: 0.505036 0.531436 0.477911 0.393747 0.224250 0.315978 Expected Total MS Cnt: 25466.2 Backgound Scale: 9.94418. ITERATION NUMBER 409. Current Log-Posterior: 387383 Step Size: -189.5101548 Smoothing Hyper-parameters: 0.432387 0.602296 0.609319 0.332472 0.249365 0.283572 Expected Total MS Cnt: 25626 Backgound Scale: 9.9055. ITERATION NUMBER 410. Current Log-Posterior: 388034 Step Size: 650.3640331 Smoothing Hyper-parameters: 0.495964 0.579997 0.469840 0.385894 0.301128 0.242408 Expected Total MS Cnt: 25528.1 Backgound Scale: 9.92242. ITERATION NUMBER 411. Current Log-Posterior: 387338 Step Size: -695.9121438 Smoothing Hyper-parameters: 0.433250 0.596047 0.490482 0.276450 0.215846 0.254692 Expected Total MS Cnt: 25665.8 Backgound Scale: 10.0428. ITERATION NUMBER 412. Current Log-Posterior: 388282 Step Size: 944.8625726 Smoothing Hyper-parameters: 0.471378 0.617649 0.438484 0.450494 0.189180 0.219656 Expected Total MS Cnt: 25576.4 Backgound Scale: 9.97976. ITERATION NUMBER 413. Current Log-Posterior: 387507 Step Size: -775.2906228 Smoothing Hyper-parameters: 0.437456 0.636692 0.511294 0.405663 0.183018 0.216349 Expected Total MS Cnt: 25431.9 Backgound Scale: 9.90872. ITERATION NUMBER 414. Current Log-Posterior: 388016 Step Size: 509.1050712 Smoothing Hyper-parameters: 0.518873 0.563850 0.558738 0.430483 0.229840 0.202550 Expected Total MS Cnt: 25820.1 Backgound Scale: 10.0327. ITERATION NUMBER 415. Current Log-Posterior: 386998 Step Size: -1018.340169 Smoothing Hyper-parameters: 0.526972 0.594261 0.527877 0.426937 0.173042 0.256303 Expected Total MS Cnt: 25520 Backgound Scale: 9.9558. ITERATION NUMBER 416. Current Log-Posterior: 386827 Step Size: -170.6226799 Smoothing Hyper-parameters: 0.530960 0.550580 0.552064 0.277696 0.252902 0.206968 Expected Total MS Cnt: 25756.7 Backgound Scale: 9.99802. ITERATION NUMBER 417. Current Log-Posterior: 386907 Step Size: 79.81890473 Smoothing Hyper-parameters: 0.481040 0.626887 0.501756 0.274847 0.285641 0.210397 Expected Total MS Cnt: 25719.7 Backgound Scale: 9.91995. ITERATION NUMBER 418. Current Log-Posterior: 387464 Step Size: 556.9348003 Smoothing Hyper-parameters: 0.457938 0.607979 0.430189 0.355792 0.227953 0.122303 Expected Total MS Cnt: 25642.7 Backgound Scale: 10.0008. ITERATION NUMBER 419. Current Log-Posterior: 387818 Step Size: 353.911521 Smoothing Hyper-parameters: 0.473264 0.669120 0.446172 0.291360 0.230750 0.340861 Expected Total MS Cnt: 25676.4 Backgound Scale: 9.98438. ITERATION NUMBER 420. Current Log-Posterior: 387485 Step Size: -332.9011717 Smoothing Hyper-parameters: 0.439648 0.615472 0.530786 0.286309 0.275946 0.203429 Expected Total MS Cnt: 26093.6 Backgound Scale: 9.89571. ITERATION NUMBER 421. Current Log-Posterior: 388097 Step Size: 611.8826488 Smoothing Hyper-parameters: 0.487859 0.595747 0.518126 0.295383 0.326549 0.281415 Expected Total MS Cnt: 25646.8 Backgound Scale: 9.83979. ITERATION NUMBER 422. Current Log-Posterior: 387453 Step Size: -644.3523048 Smoothing Hyper-parameters: 0.506406 0.598624 0.544390 0.339600 0.163805 0.193093 Expected Total MS Cnt: 25883.7 Backgound Scale: 9.84765. ITERATION NUMBER 423. Current Log-Posterior: 387153 Step Size: -300.0645935 Smoothing Hyper-parameters: 0.548445 0.548034 0.561789 0.356380 0.195601 0.266626 Expected Total MS Cnt: 25855.4 Backgound Scale: 9.9588. ITERATION NUMBER 424. Current Log-Posterior: 386702 Step Size: -450.828542 Smoothing Hyper-parameters: 0.465929 0.610421 0.527590 0.248225 0.365278 0.129965 Expected Total MS Cnt: 25730.6 Backgound Scale: 9.97081. ITERATION NUMBER 425. Current Log-Posterior: 387607 Step Size: 905.6439199 Smoothing Hyper-parameters: 0.518631 0.635225 0.580267 0.363896 0.287797 0.245171 Expected Total MS Cnt: 25842.5 Backgound Scale: 9.92618. ITERATION NUMBER 426. Current Log-Posterior: 386836 Step Size: -771.3043919 Smoothing Hyper-parameters: 0.451468 0.650306 0.441321 0.339905 0.170287 0.249480 Expected Total MS Cnt: 26056 Backgound Scale: 9.95999. ITERATION NUMBER 427. Current Log-Posterior: 387892 Step Size: 1056.245313 Smoothing Hyper-parameters: 0.489587 0.603001 0.515119 0.235086 0.221225 0.131114 Expected Total MS Cnt: 25778.7 Backgound Scale: 9.91583. ITERATION NUMBER 428. Current Log-Posterior: 387350 Step Size: -542.4198255 Smoothing Hyper-parameters: 0.520321 0.588953 0.478015 0.285928 0.296830 0.258304 Expected Total MS Cnt: 25969.6 Backgound Scale: 9.89609. ITERATION NUMBER 429. Current Log-Posterior: 386948 Step Size: -401.974558 Smoothing Hyper-parameters: 0.564264 0.543981 0.572630 0.317377 0.171393 0.242718 Expected Total MS Cnt: 25914.8 Backgound Scale: 9.92536. ITERATION NUMBER 430. Current Log-Posterior: 386520 Step Size: -427.7340862 Smoothing Hyper-parameters: 0.430973 0.724165 0.537488 0.267597 0.260553 0.201744 Expected Total MS Cnt: 25508.7 Backgound Scale: 9.86371. ITERATION NUMBER 431. Current Log-Posterior: 387895 Step Size: 1374.562984 Smoothing Hyper-parameters: 0.445569 0.533451 0.559454 0.320118 0.259492 0.156728 Expected Total MS Cnt: 25568.5 Backgound Scale: 9.91346. ITERATION NUMBER 432. Current Log-Posterior: 388097 Step Size: 201.9229601 Smoothing Hyper-parameters: 0.565560 0.647899 0.454219 0.386573 0.278808 0.213071 Expected Total MS Cnt: 25578.8 Backgound Scale: 9.94041. ITERATION NUMBER 433. Current Log-Posterior: 386268 Step Size: -1829.10566 Smoothing Hyper-parameters: 0.497976 0.493131 0.455158 0.432435 0.088986 0.223791 Expected Total MS Cnt: 25779 Backgound Scale: 9.93591. ITERATION NUMBER 434. Current Log-Posterior: 387575 Step Size: 1307.659489 Smoothing Hyper-parameters: 0.449297 0.607581 0.500555 0.390986 0.279491 0.192329 Expected Total MS Cnt: 25909.5 Backgound Scale: 9.96465. ITERATION NUMBER 435. Current Log-Posterior: 387731 Step Size: 156.2661345 Smoothing Hyper-parameters: 0.507580 0.581902 0.521459 0.287675 0.283941 0.099203 Expected Total MS Cnt: 26025.2 Backgound Scale: 9.87672. ITERATION NUMBER 436. Current Log-Posterior: 387075 Step Size: -656.2159528 Smoothing Hyper-parameters: 0.577418 0.572141 0.579369 0.272870 0.239565 0.286813 Expected Total MS Cnt: 26184.8 Backgound Scale: 9.96502. ITERATION NUMBER 437. Current Log-Posterior: 386278 Step Size: -796.9544929 Smoothing Hyper-parameters: 0.431944 0.607598 0.517911 0.353241 0.152648 0.221546 Expected Total MS Cnt: 25839 Backgound Scale: 9.88225. ITERATION NUMBER 438. Current Log-Posterior: 388437 Step Size: 2158.29723 Smoothing Hyper-parameters: 0.497348 0.600167 0.570674 0.282220 0.171333 0.269879 Expected Total MS Cnt: 25941.2 Backgound Scale: 9.96222. ITERATION NUMBER 439. Current Log-Posterior: 387303 Step Size: -1133.665922 Smoothing Hyper-parameters: 0.525404 0.611279 0.592168 0.308814 0.257638 0.206532 Expected Total MS Cnt: 25772.3 Backgound Scale: 9.94036. ITERATION NUMBER 440. Current Log-Posterior: 386733 Step Size: -569.7865811 Smoothing Hyper-parameters: 0.583269 0.486991 0.495644 0.278261 0.222868 0.173476 Expected Total MS Cnt: 25861.8 Backgound Scale: 9.92939. ITERATION NUMBER 441. Current Log-Posterior: 386451 Step Size: -282.6328032 Smoothing Hyper-parameters: 0.424145 0.619589 0.521203 0.253384 0.251502 0.152939 Expected Total MS Cnt: 26046.1 Backgound Scale: 9.88331. ITERATION NUMBER 442. Current Log-Posterior: 388419 Step Size: 1968.172204 Smoothing Hyper-parameters: 0.488093 0.580989 0.500251 0.209482 0.185788 0.161296 Expected Total MS Cnt: 25804.1 Backgound Scale: 9.93946. ITERATION NUMBER 443. Current Log-Posterior: 387615 Step Size: -803.2799941 Smoothing Hyper-parameters: 0.373976 0.594787 0.507669 0.311732 0.216104 0.218584 Expected Total MS Cnt: 25957.1 Backgound Scale: 9.96978. ITERATION NUMBER 444. Current Log-Posterior: 389377 Step Size: 1761.664744 Smoothing Hyper-parameters: 0.482904 0.647326 0.535412 0.462605 0.189055 0.244052 Expected Total MS Cnt: 25951.1 Backgound Scale: 9.94756. ITERATION NUMBER 445. Current Log-Posterior: 387293 Step Size: -2083.906119 Smoothing Hyper-parameters: 0.434144 0.628030 0.472368 0.245729 0.382470 0.269944 Expected Total MS Cnt: 26171.4 Backgound Scale: 9.88392. ITERATION NUMBER 446. Current Log-Posterior: 388208 Step Size: 915.2906206 Smoothing Hyper-parameters: 0.524821 0.575261 0.518491 0.399648 0.208895 0.167595 Expected Total MS Cnt: 26203.4 Backgound Scale: 9.94386. ITERATION NUMBER 447. Current Log-Posterior: 386914 Step Size: -1294.816481 Smoothing Hyper-parameters: 0.614711 0.454681 0.471522 0.430644 0.120257 0.235761 Expected Total MS Cnt: 26430.9 Backgound Scale: 9.95719. ITERATION NUMBER 448. Current Log-Posterior: 386237 Step Size: -676.8944726 Smoothing Hyper-parameters: 0.458206 0.666493 0.519131 0.334303 0.366606 0.216485 Expected Total MS Cnt: 26219.6 Backgound Scale: 9.87977. ITERATION NUMBER 449. Current Log-Posterior: 387627 Step Size: 1390.320075 Smoothing Hyper-parameters: 0.568290 0.515050 0.502368 0.350513 0.141079 0.191303 Expected Total MS Cnt: 26219.3 Backgound Scale: 9.91227. ITERATION NUMBER 450. Current Log-Posterior: 386619 Step Size: -1008.401627 Smoothing Hyper-parameters: 0.582991 0.506712 0.444984 0.285943 0.275376 0.303965 Expected Total MS Cnt: 26206.3 Backgound Scale: 9.9233. ITERATION NUMBER 451. Current Log-Posterior: 386465 Step Size: -154.0433301 Smoothing Hyper-parameters: 0.507270 0.590240 0.559860 0.218759 0.311178 0.191130 Expected Total MS Cnt: 26124.9 Backgound Scale: 9.88772. ITERATION NUMBER 452. Current Log-Posterior: 387225 Step Size: 760.6128183 Smoothing Hyper-parameters: 0.574800 0.584178 0.447088 0.300386 0.242761 0.224529 Expected Total MS Cnt: 26277.1 Backgound Scale: 9.8609. ITERATION NUMBER 453. Current Log-Posterior: 386285 Step Size: -940.1042699 Smoothing Hyper-parameters: 0.405770 0.610175 0.513070 0.237493 0.329966 0.114249 Expected Total MS Cnt: 25927.4 Backgound Scale: 9.95774. ITERATION NUMBER 454. Current Log-Posterior: 388685 Step Size: 2399.620176 Smoothing Hyper-parameters: 0.498160 0.592429 0.535550 0.258256 0.235760 0.223758 Expected Total MS Cnt: 25731.6 Backgound Scale: 9.91158. ITERATION NUMBER 455. Current Log-Posterior: 387304 Step Size: -1381.105045 Smoothing Hyper-parameters: 0.427562 0.575012 0.594890 0.431098 0.328498 0.195151 Expected Total MS Cnt: 25756.9 Backgound Scale: 9.9256. ITERATION NUMBER 456. Current Log-Posterior: 388344 Step Size: 1040.010585 Smoothing Hyper-parameters: 0.554141 0.574330 0.530338 0.268845 0.415011 0.209867 Expected Total MS Cnt: 25446.8 Backgound Scale: 9.98779. ITERATION NUMBER 457. Current Log-Posterior: 386588 Step Size: -1755.523754 Smoothing Hyper-parameters: 0.549960 0.533404 0.425128 0.427931 0.212070 0.263680 Expected Total MS Cnt: 25457 Backgound Scale: 10.0173. ITERATION NUMBER 458. Current Log-Posterior: 386743 Step Size: 154.7540954 Smoothing Hyper-parameters: 0.472334 0.635729 0.544694 0.382621 0.137952 0.263353 Expected Total MS Cnt: 25656.3 Backgound Scale: 9.99693. ITERATION NUMBER 459. Current Log-Posterior: 387527 Step Size: 783.887543 Smoothing Hyper-parameters: 0.480969 0.650019 0.509054 0.424697 0.126095 0.296225 Expected Total MS Cnt: 25320.7 Backgound Scale: 9.98894. ITERATION NUMBER 460. Current Log-Posterior: 387323 Step Size: -203.4935741 Smoothing Hyper-parameters: 0.415225 0.660433 0.443081 0.407838 0.119178 0.073366 Expected Total MS Cnt: 25644.8 Backgound Scale: 10.0618. ITERATION NUMBER 461. Current Log-Posterior: 388489 Step Size: 1166.125554 Smoothing Hyper-parameters: 0.457020 0.609915 0.464235 0.336239 0.128626 0.204759 Expected Total MS Cnt: 25476 Backgound Scale: 9.97749. ITERATION NUMBER 462. Current Log-Posterior: 387881 Step Size: -608.2706886 Smoothing Hyper-parameters: 0.454661 0.569630 0.450061 0.227990 0.252617 0.196205 Expected Total MS Cnt: 25713.9 Backgound Scale: 9.98504. ITERATION NUMBER 463. Current Log-Posterior: 388023 Step Size: 141.7980617 Smoothing Hyper-parameters: 0.492956 0.584732 0.445689 0.389147 0.191936 0.136312 Expected Total MS Cnt: 25636.7 Backgound Scale: 9.95842. ITERATION NUMBER 464. Current Log-Posterior: 387287 Step Size: -735.4699012 Smoothing Hyper-parameters: 0.453773 0.526321 0.577177 0.302940 0.223057 0.255731 Expected Total MS Cnt: 25766.5 Backgound Scale: 9.9535. ITERATION NUMBER 465. Current Log-Posterior: 388177 Step Size: 889.9168228 Smoothing Hyper-parameters: 0.534012 0.583270 0.557262 0.342152 0.277847 0.279401 Expected Total MS Cnt: 25515 Backgound Scale: 9.9878. ITERATION NUMBER 466. Current Log-Posterior: 386732 Step Size: -1445.239808 Smoothing Hyper-parameters: 0.508125 0.611010 0.514727 0.465352 0.244573 0.134733 Expected Total MS Cnt: 25496.5 Backgound Scale: 9.96687. ITERATION NUMBER 467. Current Log-Posterior: 387007 Step Size: 275.1436018 Smoothing Hyper-parameters: 0.524431 0.555735 0.443711 0.377974 0.215230 0.164729 Expected Total MS Cnt: 25296.5 Backgound Scale: 10.0256. ITERATION NUMBER 468. Current Log-Posterior: 386974 Step Size: -33.4877829 Smoothing Hyper-parameters: 0.493954 0.687800 0.473485 0.276903 0.361599 0.286850 Expected Total MS Cnt: 25730.8 Backgound Scale: 10.0866. ITERATION NUMBER 469. Current Log-Posterior: 386978 Step Size: 4.677723271 Smoothing Hyper-parameters: 0.540186 0.581045 0.576500 0.344672 0.179119 0.207642 Expected Total MS Cnt: 25384.9 Backgound Scale: 9.99814. ITERATION NUMBER 470. Current Log-Posterior: 386656 Step Size: -322.475387 Smoothing Hyper-parameters: 0.486403 0.547182 0.512454 0.363835 0.158967 0.184296 Expected Total MS Cnt: 25714.2 Backgound Scale: 10.0107. ITERATION NUMBER 471. Current Log-Posterior: 387497 Step Size: 840.6514485 Smoothing Hyper-parameters: 0.521236 0.584741 0.547122 0.404238 0.142882 0.110445 Expected Total MS Cnt: 25716 Backgound Scale: 9.95235. ITERATION NUMBER 472. Current Log-Posterior: 386869 Step Size: -627.954344 Smoothing Hyper-parameters: 0.449582 0.560417 0.489567 0.407364 0.266628 0.290921 Expected Total MS Cnt: 25942.5 Backgound Scale: 9.99232. ITERATION NUMBER 473. Current Log-Posterior: 388097 Step Size: 1228.490523 Smoothing Hyper-parameters: 0.523488 0.575334 0.504327 0.353164 0.195189 0.312873 Expected Total MS Cnt: 25635.9 Backgound Scale: 9.9649. ITERATION NUMBER 474. Current Log-Posterior: 386988 Step Size: -1109.216864 Smoothing Hyper-parameters: 0.494766 0.559713 0.520340 0.376065 0.195782 0.136204 Expected Total MS Cnt: 25597.6 Backgound Scale: 9.91366. ITERATION NUMBER 475. Current Log-Posterior: 387315 Step Size: 326.7673233 Smoothing Hyper-parameters: 0.565325 0.493734 0.488655 0.310980 0.135808 0.286848 Expected Total MS Cnt: 26017.7 Backgound Scale: 9.8943. ITERATION NUMBER 476. Current Log-Posterior: 386728 Step Size: -587.226122 Smoothing Hyper-parameters: 0.478383 0.569394 0.536794 0.332650 0.169603 0.198212 Expected Total MS Cnt: 26055.3 Backgound Scale: 9.87549. ITERATION NUMBER 477. Current Log-Posterior: 387539 Step Size: 811.7532802 Smoothing Hyper-parameters: 0.458255 0.690149 0.461148 0.335004 0.227327 0.275743 Expected Total MS Cnt: 26066.3 Backgound Scale: 9.89841. ITERATION NUMBER 478. Current Log-Posterior: 387579 Step Size: 39.59823349 Smoothing Hyper-parameters: 0.520274 0.611022 0.492913 0.353867 0.171991 0.296247 Expected Total MS Cnt: 26248.1 Backgound Scale: 9.92792. ITERATION NUMBER 479. Current Log-Posterior: 386908 Step Size: -670.9057144 Smoothing Hyper-parameters: 0.540205 0.612997 0.577945 0.296843 0.231410 0.266884 Expected Total MS Cnt: 26138 Backgound Scale: 9.86881. ITERATION NUMBER 480. Current Log-Posterior: 386538 Step Size: -370.2739173 Smoothing Hyper-parameters: 0.499002 0.527752 0.432993 0.453025 0.257036 0.294517 Expected Total MS Cnt: 26033.5 Backgound Scale: 9.88753. ITERATION NUMBER 481. Current Log-Posterior: 387486 Step Size: 948.6974283 Smoothing Hyper-parameters: 0.569073 0.567449 0.548952 0.370322 0.346640 0.205131 Expected Total MS Cnt: 26184.4 Backgound Scale: 9.85829. ITERATION NUMBER 482. Current Log-Posterior: 386378 Step Size: -1108.028661 Smoothing Hyper-parameters: 0.499827 0.570255 0.463450 0.386158 0.173527 0.273049 Expected Total MS Cnt: 26301.4 Backgound Scale: 9.87077. ITERATION NUMBER 483. Current Log-Posterior: 387411 Step Size: 1032.662552 Smoothing Hyper-parameters: 0.485264 0.584249 0.485011 0.295858 0.260384 0.253313 Expected Total MS Cnt: 26238.7 Backgound Scale: 9.88503. ITERATION NUMBER 484. Current Log-Posterior: 387526 Step Size: 114.6067823 Smoothing Hyper-parameters: 0.456308 0.635342 0.485271 0.419408 0.239129 0.127509 Expected Total MS Cnt: 26211.9 Backgound Scale: 9.87164. ITERATION NUMBER 485. Current Log-Posterior: 387757 Step Size: 230.9840373 Smoothing Hyper-parameters: 0.491146 0.645834 0.499650 0.336795 0.229623 0.179687 Expected Total MS Cnt: 26228.7 Backgound Scale: 9.88071. ITERATION NUMBER 486. Current Log-Posterior: 387219 Step Size: -537.2945172 Smoothing Hyper-parameters: 0.523109 0.692089 0.462877 0.375415 0.156002 0.172956 Expected Total MS Cnt: 26391.4 Backgound Scale: 9.86013. ITERATION NUMBER 487. Current Log-Posterior: 386766 Step Size: -452.9803703 Smoothing Hyper-parameters: 0.477870 0.598594 0.486008 0.380739 0.120504 0.233115 Expected Total MS Cnt: 26381.2 Backgound Scale: 9.86093. ITERATION NUMBER 488. Current Log-Posterior: 387582 Step Size: 815.2611348 Smoothing Hyper-parameters: 0.519812 0.594935 0.528283 0.347125 0.312295 0.161141 Expected Total MS Cnt: 26023.5 Backgound Scale: 9.8637. ITERATION NUMBER 489. Current Log-Posterior: 386933 Step Size: -648.8879516 Smoothing Hyper-parameters: 0.473711 0.614623 0.529809 0.333576 0.269474 0.132466 Expected Total MS Cnt: 26074.8 Backgound Scale: 9.88975. ITERATION NUMBER 490. Current Log-Posterior: 387496 Step Size: 563.7497217 Smoothing Hyper-parameters: 0.453980 0.678099 0.458859 0.338487 0.179871 0.224980 Expected Total MS Cnt: 26157 Backgound Scale: 9.86707. ITERATION NUMBER 491. Current Log-Posterior: 387683 Step Size: 186.4719081 Smoothing Hyper-parameters: 0.554086 0.601751 0.432712 0.306065 0.190132 0.215365 Expected Total MS Cnt: 26565.2 Backgound Scale: 9.84197. ITERATION NUMBER 492. Current Log-Posterior: 386487 Step Size: -1196.242876 Smoothing Hyper-parameters: 0.525217 0.575692 0.475220 0.295780 0.368676 0.239064 Expected Total MS Cnt: 26251.3 Backgound Scale: 9.84054. ITERATION NUMBER 493. Current Log-Posterior: 386931 Step Size: 444.0100456 Smoothing Hyper-parameters: 0.465585 0.656079 0.446541 0.265043 0.375161 0.125433 Expected Total MS Cnt: 26334.8 Backgound Scale: 9.87923. ITERATION NUMBER 494. Current Log-Posterior: 387566 Step Size: 635.4850907 Smoothing Hyper-parameters: 0.493197 0.592387 0.499553 0.343664 0.270340 0.302886 Expected Total MS Cnt: 25958.3 Backgound Scale: 9.82555. ITERATION NUMBER 495. Current Log-Posterior: 387308 Step Size: -258.6484834 Smoothing Hyper-parameters: 0.475657 0.671887 0.527941 0.365859 0.192116 0.277713 Expected Total MS Cnt: 26192.1 Backgound Scale: 9.95703. ITERATION NUMBER 496. Current Log-Posterior: 387423 Step Size: 115.1586743 Smoothing Hyper-parameters: 0.496272 0.586912 0.470371 0.267020 0.245450 0.258305 Expected Total MS Cnt: 25971.1 Backgound Scale: 9.91933. ITERATION NUMBER 497. Current Log-Posterior: 387393 Step Size: -29.19415853 Smoothing Hyper-parameters: 0.448088 0.554543 0.526623 0.347198 0.228554 0.127921 Expected Total MS Cnt: 25856.3 Backgound Scale: 9.93073. ITERATION NUMBER 498. Current Log-Posterior: 388064 Step Size: 670.6600017 Smoothing Hyper-parameters: 0.467825 0.548402 0.473379 0.281202 0.211183 0.342383 Expected Total MS Cnt: 25779.8 Backgound Scale: 9.94282. ITERATION NUMBER 499. Current Log-Posterior: 387810 Step Size: -253.9014925 Smoothing Hyper-parameters: 0.473581 0.538140 0.541159 0.278508 0.396257 0.171841 Expected Total MS Cnt: 25813.2 Backgound Scale: 9.95519. ITERATION NUMBER 500. Current Log-Posterior: 387710 Step Size: -100.4656519 Smoothing Hyper-parameters: 0.452213 0.578081 0.448212 0.262361 0.244013 0.066149 Expected Total MS Cnt: 25519.2 Backgound Scale: 9.99603. ITERATION NUMBER 501. Current Log-Posterior: 388007 Step Size: 297.7085653 Smoothing Hyper-parameters: 0.505799 0.589149 0.465406 0.359198 0.323213 0.298921 Expected Total MS Cnt: 25324.9 Backgound Scale: 9.95422. ITERATION NUMBER 502. Current Log-Posterior: 387149 Step Size: -858.8552078 Smoothing Hyper-parameters: 0.427509 0.635078 0.560937 0.273255 0.193557 0.225365 Expected Total MS Cnt: 25314.3 Backgound Scale: 10.0212. ITERATION NUMBER 503. Current Log-Posterior: 388188 Step Size: 1039.622355 Smoothing Hyper-parameters: 0.460917 0.569489 0.492115 0.305642 0.223372 0.242495 Expected Total MS Cnt: 25451.8 Backgound Scale: 9.99822. ITERATION NUMBER 504. Current Log-Posterior: 387874 Step Size: -314.4762974 Smoothing Hyper-parameters: 0.424666 0.646288 0.540565 0.285327 0.287626 0.296789 Expected Total MS Cnt: 25029.7 Backgound Scale: 10.036. ITERATION NUMBER 505. Current Log-Posterior: 388206 Step Size: 331.9371336 Smoothing Hyper-parameters: 0.449218 0.557897 0.451256 0.379007 0.187395 0.305775 Expected Total MS Cnt: 25148.4 Backgound Scale: 10.0496. ITERATION NUMBER 506. Current Log-Posterior: 388100 Step Size: -105.6137814 Smoothing Hyper-parameters: 0.458260 0.652360 0.523218 0.431284 0.221005 0.205957 Expected Total MS Cnt: 25161.9 Backgound Scale: 10.0653. ITERATION NUMBER 507. Current Log-Posterior: 387874 Step Size: -225.9404595 Smoothing Hyper-parameters: 0.433652 0.612043 0.460029 0.225684 0.231734 0.272845 Expected Total MS Cnt: 24993.9 Backgound Scale: 10.0471. ITERATION NUMBER 508. Current Log-Posterior: 388288 Step Size: 414.1318956 Smoothing Hyper-parameters: 0.404832 0.615171 0.492730 0.281506 0.304054 0.224542 Expected Total MS Cnt: 24878.9 Backgound Scale: 10.1126. ITERATION NUMBER 509. Current Log-Posterior: 388808 Step Size: 519.238954 Smoothing Hyper-parameters: 0.438862 0.581751 0.509645 0.225854 0.254020 0.193017 Expected Total MS Cnt: 25260.7 Backgound Scale: 10.0582. ITERATION NUMBER 510. Current Log-Posterior: 388329 Step Size: -478.1019333 Smoothing Hyper-parameters: 0.463184 0.613410 0.526932 0.371472 0.181918 0.141634 Expected Total MS Cnt: 25103.3 Backgound Scale: 10.0684. ITERATION NUMBER 511. Current Log-Posterior: 387747 Step Size: -581.9707683 Smoothing Hyper-parameters: 0.460168 0.531441 0.489972 0.444969 0.119122 0.233049 Expected Total MS Cnt: 25067.7 Backgound Scale: 10.0509. ITERATION NUMBER 512. Current Log-Posterior: 387955 Step Size: 207.594527 Smoothing Hyper-parameters: 0.466119 0.550246 0.523257 0.260142 0.204770 0.205118 Expected Total MS Cnt: 25270.4 Backgound Scale: 10.0287. ITERATION NUMBER 513. Current Log-Posterior: 387875 Step Size: -79.60379827 Smoothing Hyper-parameters: 0.451514 0.636046 0.538819 0.320934 0.191522 0.336296 Expected Total MS Cnt: 25065 Backgound Scale: 10.1157. ITERATION NUMBER 514. Current Log-Posterior: 387796 Step Size: -79.23340235 Smoothing Hyper-parameters: 0.446772 0.574082 0.499056 0.475952 0.264580 0.208553 Expected Total MS Cnt: 25026.4 Backgound Scale: 10.0656. ITERATION NUMBER 515. Current Log-Posterior: 387987 Step Size: 190.7470099 Smoothing Hyper-parameters: 0.477119 0.602035 0.486673 0.336585 0.190583 0.147705 Expected Total MS Cnt: 25342.6 Backgound Scale: 10.0425. ITERATION NUMBER 516. Current Log-Posterior: 387535 Step Size: -452.3291881 Smoothing Hyper-parameters: 0.420984 0.617504 0.499426 0.343484 0.216770 0.273047 Expected Total MS Cnt: 25397.4 Backgound Scale: 10.1065. ITERATION NUMBER 517. Current Log-Posterior: 388513 Step Size: 977.8712224 Smoothing Hyper-parameters: 0.465181 0.573083 0.427668 0.270929 0.341783 0.205233 Expected Total MS Cnt: 25427.1 Backgound Scale: 9.97998. ITERATION NUMBER 518. Current Log-Posterior: 387858 Step Size: -654.2873305 Smoothing Hyper-parameters: 0.487613 0.592987 0.505473 0.372616 0.269367 0.163926 Expected Total MS Cnt: 25098.4 Backgound Scale: 10.0589. ITERATION NUMBER 519. Current Log-Posterior: 387324 Step Size: -534.3664142 Smoothing Hyper-parameters: 0.487117 0.668811 0.423851 0.360269 0.193326 0.221660 Expected Total MS Cnt: 25245.1 Backgound Scale: 10.0337. ITERATION NUMBER 520. Current Log-Posterior: 387298 Step Size: -25.59654648 Smoothing Hyper-parameters: 0.470389 0.578175 0.465079 0.197592 0.279538 0.150150 Expected Total MS Cnt: 25360.7 Backgound Scale: 10.0774. ITERATION NUMBER 521. Current Log-Posterior: 387692 Step Size: 394.2353909 Smoothing Hyper-parameters: 0.417780 0.569360 0.521259 0.372899 0.288719 0.137220 Expected Total MS Cnt: 25082.3 Backgound Scale: 9.95463. ITERATION NUMBER 522. Current Log-Posterior: 388653 Step Size: 960.2152263 Smoothing Hyper-parameters: 0.493538 0.556317 0.478369 0.461194 0.256789 0.187025 Expected Total MS Cnt: 25436.9 Backgound Scale: 10.0222. ITERATION NUMBER 523. Current Log-Posterior: 387298 Step Size: -1355.04883 Smoothing Hyper-parameters: 0.430631 0.554093 0.503341 0.301245 0.332745 0.286558 Expected Total MS Cnt: 25435.9 Backgound Scale: 10.0022. ITERATION NUMBER 524. Current Log-Posterior: 388462 Step Size: 1164.809363 Smoothing Hyper-parameters: 0.475997 0.536166 0.430929 0.264951 0.287744 0.261396 Expected Total MS Cnt: 25477.8 Backgound Scale: 9.99452. ITERATION NUMBER 525. Current Log-Posterior: 387823 Step Size: -639.659961 Smoothing Hyper-parameters: 0.478709 0.517321 0.496263 0.257551 0.287058 0.239897 Expected Total MS Cnt: 25782.4 Backgound Scale: 9.99505. ITERATION NUMBER 526. Current Log-Posterior: 387676 Step Size: -146.3287855 Smoothing Hyper-parameters: 0.557789 0.536580 0.451018 0.335938 0.175199 0.265540 Expected Total MS Cnt: 25527.1 Backgound Scale: 9.99451. ITERATION NUMBER 527. Current Log-Posterior: 386617 Step Size: -1059.219325 Smoothing Hyper-parameters: 0.482062 0.617036 0.507378 0.400531 0.273638 0.238264 Expected Total MS Cnt: 25541.8 Backgound Scale: 9.89294. ITERATION NUMBER 528. Current Log-Posterior: 387379 Step Size: 761.8123156 Smoothing Hyper-parameters: 0.547921 0.580100 0.533543 0.393886 0.236975 0.292354 Expected Total MS Cnt: 25827.2 Backgound Scale: 9.95194. ITERATION NUMBER 529. Current Log-Posterior: 386656 Step Size: -723.4281687 Smoothing Hyper-parameters: 0.447862 0.616000 0.510961 0.319430 0.225380 0.225498 Expected Total MS Cnt: 25568.7 Backgound Scale: 10.0086. ITERATION NUMBER 530. Current Log-Posterior: 387790 Step Size: 1134.128703 Smoothing Hyper-parameters: 0.433857 0.561594 0.592654 0.333467 0.288534 0.118763 Expected Total MS Cnt: 25427.3 Backgound Scale: 9.97624. ITERATION NUMBER 531. Current Log-Posterior: 388314 Step Size: 524.2062128 Smoothing Hyper-parameters: 0.480545 0.622450 0.434870 0.295526 0.245940 0.210327 Expected Total MS Cnt: 25300.3 Backgound Scale: 10.0329. ITERATION NUMBER 532. Current Log-Posterior: 387470 Step Size: -843.4966464 Smoothing Hyper-parameters: 0.546821 0.630878 0.460138 0.282573 0.348264 0.239074 Expected Total MS Cnt: 25626 Backgound Scale: 9.94858. ITERATION NUMBER 533. Current Log-Posterior: 386524 Step Size: -946.6034578 Smoothing Hyper-parameters: 0.559843 0.593090 0.420116 0.234377 0.355123 0.166980 Expected Total MS Cnt: 25306.9 Backgound Scale: 9.88788. ITERATION NUMBER 534. Current Log-Posterior: 386509 Step Size: -14.82021132 Smoothing Hyper-parameters: 0.532174 0.521248 0.433035 0.255186 0.255976 0.263241 Expected Total MS Cnt: 25007.4 Backgound Scale: 9.98058. ITERATION NUMBER 535. Current Log-Posterior: 387042 Step Size: 532.6163641 Smoothing Hyper-parameters: 0.491499 0.640813 0.525676 0.270216 0.278495 0.128712 Expected Total MS Cnt: 25162.6 Backgound Scale: 10.0721. ITERATION NUMBER 536. Current Log-Posterior: 387123 Step Size: 80.86547671 Smoothing Hyper-parameters: 0.460970 0.595419 0.469266 0.442698 0.193182 0.083973 Expected Total MS Cnt: 25186.2 Backgound Scale: 10.072. ITERATION NUMBER 537. Current Log-Posterior: 387829 Step Size: 706.2416695 Smoothing Hyper-parameters: 0.488483 0.596224 0.440209 0.381253 0.216465 0.265637 Expected Total MS Cnt: 24968.4 Backgound Scale: 10.0429. ITERATION NUMBER 538. Current Log-Posterior: 387273 Step Size: -556.1302713 Smoothing Hyper-parameters: 0.546666 0.545078 0.546819 0.294117 0.326282 0.256322 Expected Total MS Cnt: 25027.1 Backgound Scale: 10.0754. ITERATION NUMBER 539. Current Log-Posterior: 386746 Step Size: -526.2806057 Smoothing Hyper-parameters: 0.540477 0.548909 0.529437 0.365573 0.200556 0.270583 Expected Total MS Cnt: 24982.2 Backgound Scale: 10.0731. ITERATION NUMBER 540. Current Log-Posterior: 386677 Step Size: -69.81672431 Smoothing Hyper-parameters: 0.423513 0.647033 0.512677 0.323211 0.197286 0.319197 Expected Total MS Cnt: 24689.3 Backgound Scale: 10.1752. ITERATION NUMBER 541. Current Log-Posterior: 388239 Step Size: 1562.098086 Smoothing Hyper-parameters: 0.549260 0.533772 0.505032 0.229618 0.234569 0.206846 Expected Total MS Cnt: 24696.3 Backgound Scale: 10.0598. ITERATION NUMBER 542. Current Log-Posterior: 386692 Step Size: -1546.681208 Smoothing Hyper-parameters: 0.635958 0.561415 0.526625 0.253476 0.251505 0.123353 Expected Total MS Cnt: 24873.1 Backgound Scale: 10.0368. ITERATION NUMBER 543. Current Log-Posterior: 385655 Step Size: -1037.121284 Smoothing Hyper-parameters: 0.466186 0.639817 0.482466 0.229013 0.289640 0.205035 Expected Total MS Cnt: 24888.2 Backgound Scale: 9.98539. ITERATION NUMBER 544. Current Log-Posterior: 387645 Step Size: 1990.320537 Smoothing Hyper-parameters: 0.438640 0.590008 0.511632 0.290946 0.258621 0.183776 Expected Total MS Cnt: 25314.7 Backgound Scale: 9.9611. ITERATION NUMBER 545. Current Log-Posterior: 388079 Step Size: 434.2340827 Smoothing Hyper-parameters: 0.513399 0.618872 0.545242 0.249729 0.154389 0.297766 Expected Total MS Cnt: 25164.4 Backgound Scale: 10.1116. ITERATION NUMBER 546. Current Log-Posterior: 386999 Step Size: -1080.221164 Smoothing Hyper-parameters: 0.553467 0.709804 0.485602 0.430429 0.132847 0.365712 Expected Total MS Cnt: 25421.2 Backgound Scale: 10.0904. ITERATION NUMBER 547. Current Log-Posterior: 386185 Step Size: -813.7299014 Smoothing Hyper-parameters: 0.550726 0.635807 0.483764 0.334496 0.392298 0.302661 Expected Total MS Cnt: 25433.5 Backgound Scale: 10.008. ITERATION NUMBER 548. Current Log-Posterior: 386442 Step Size: 256.6731012 Smoothing Hyper-parameters: 0.563871 0.537839 0.490782 0.329947 0.245121 0.256249 Expected Total MS Cnt: 25680.5 Backgound Scale: 9.93123. ITERATION NUMBER 549. Current Log-Posterior: 386516 Step Size: 73.74488659 Smoothing Hyper-parameters: 0.465971 0.665052 0.523183 0.418396 0.214385 0.248763 Expected Total MS Cnt: 25805.1 Backgound Scale: 9.93452. ITERATION NUMBER 550. Current Log-Posterior: 387479 Step Size: 962.9245386 Smoothing Hyper-parameters: 0.569360 0.539043 0.481132 0.377431 0.201409 0.225136 Expected Total MS Cnt: 25767.1 Backgound Scale: 9.96882. ITERATION NUMBER 551. Current Log-Posterior: 386508 Step Size: -970.3488608 Smoothing Hyper-parameters: 0.519483 0.667178 0.478420 0.459369 0.188016 0.223493 Expected Total MS Cnt: 25862.7 Backgound Scale: 9.99408. ITERATION NUMBER 552. Current Log-Posterior: 386789 Step Size: 280.9492335 Smoothing Hyper-parameters: 0.564213 0.605809 0.543491 0.356203 0.271712 0.146849 Expected Total MS Cnt: 25661.6 Backgound Scale: 10.0051. ITERATION NUMBER 553. Current Log-Posterior: 386232 Step Size: -557.8489069 Smoothing Hyper-parameters: 0.423768 0.582150 0.601919 0.315405 0.162962 0.138928 Expected Total MS Cnt: 25383.3 Backgound Scale: 10.0015. ITERATION NUMBER 554. Current Log-Posterior: 388400 Step Size: 2168.395718 Smoothing Hyper-parameters: 0.459774 0.550595 0.577982 0.388474 0.238633 0.193056 Expected Total MS Cnt: 25285.4 Backgound Scale: 10.0644. ITERATION NUMBER 555. Current Log-Posterior: 387906 Step Size: -493.6755135 Smoothing Hyper-parameters: 0.455736 0.582590 0.582142 0.363120 0.192134 0.281382 Expected Total MS Cnt: 25075 Backgound Scale: 10.0621. ITERATION NUMBER 556. Current Log-Posterior: 387888 Step Size: -18.46366122 Smoothing Hyper-parameters: 0.457809 0.592581 0.491523 0.286662 0.300516 0.196424 Expected Total MS Cnt: 25294.3 Backgound Scale: 10.0869. ITERATION NUMBER 557. Current Log-Posterior: 387764 Step Size: -123.4467403 Smoothing Hyper-parameters: 0.474640 0.570794 0.474487 0.394166 0.266951 0.227489 Expected Total MS Cnt: 25363.1 Backgound Scale: 10.0347. ITERATION NUMBER 558. Current Log-Posterior: 387569 Step Size: -195.2284145 Smoothing Hyper-parameters: 0.540391 0.581014 0.506514 0.264659 0.174961 0.164801 Expected Total MS Cnt: 25197.5 Backgound Scale: 10.0197. ITERATION NUMBER 559. Current Log-Posterior: 386733 Step Size: -836.5233401 Smoothing Hyper-parameters: 0.517962 0.589311 0.447319 0.355029 0.229882 0.239395 Expected Total MS Cnt: 25507.7 Backgound Scale: 10.0521. ITERATION NUMBER 560. Current Log-Posterior: 386950 Step Size: 217.2484041 Smoothing Hyper-parameters: 0.425458 0.627733 0.439549 0.287374 0.418648 0.206854 Expected Total MS Cnt: 25093.8 Backgound Scale: 9.9927. ITERATION NUMBER 561. Current Log-Posterior: 388480 Step Size: 1530.52495 Smoothing Hyper-parameters: 0.540350 0.595719 0.479955 0.351508 0.166988 0.192707 Expected Total MS Cnt: 25463.2 Backgound Scale: 9.99269. ITERATION NUMBER 562. Current Log-Posterior: 386660 Step Size: -1820.436135 Smoothing Hyper-parameters: 0.465501 0.579999 0.568561 0.334238 0.254125 0.208394 Expected Total MS Cnt: 25486 Backgound Scale: 10.0135. ITERATION NUMBER 563. Current Log-Posterior: 387709 Step Size: 1048.656693 Smoothing Hyper-parameters: 0.457908 0.614292 0.484732 0.421353 0.156460 0.203180 Expected Total MS Cnt: 25671.8 Backgound Scale: 9.96965. ITERATION NUMBER 564. Current Log-Posterior: 387784 Step Size: 75.86008581 Smoothing Hyper-parameters: 0.498619 0.530868 0.487767 0.289270 0.190512 0.188283 Expected Total MS Cnt: 25903.1 Backgound Scale: 10.0165. ITERATION NUMBER 565. Current Log-Posterior: 387452 Step Size: -332.5221982 Smoothing Hyper-parameters: 0.521164 0.603310 0.473089 0.373260 0.229745 0.235450 Expected Total MS Cnt: 25557.5 Backgound Scale: 9.98515. ITERATION NUMBER 566. Current Log-Posterior: 386847 Step Size: -604.5379201 Smoothing Hyper-parameters: 0.447113 0.674829 0.502139 0.364492 0.186353 0.228112 Expected Total MS Cnt: 25577 Backgound Scale: 9.96874. ITERATION NUMBER 567. Current Log-Posterior: 387751 Step Size: 903.9529494 Smoothing Hyper-parameters: 0.439277 0.527535 0.546806 0.275369 0.294393 0.126895 Expected Total MS Cnt: 25287.1 Backgound Scale: 10.0195. ITERATION NUMBER 568. Current Log-Posterior: 388317 Step Size: 565.9524726 Smoothing Hyper-parameters: 0.508194 0.538273 0.489766 0.226961 0.281777 0.264293 Expected Total MS Cnt: 25126.6 Backgound Scale: 10.1234. ITERATION NUMBER 569. Current Log-Posterior: 387230 Step Size: -1087.622366 Smoothing Hyper-parameters: 0.460444 0.594331 0.562930 0.321414 0.350212 0.247366 Expected Total MS Cnt: 25232.6 Backgound Scale: 9.99247. ITERATION NUMBER 570. Current Log-Posterior: 387680 Step Size: 450.7182318 Smoothing Hyper-parameters: 0.519966 0.596698 0.489954 0.270283 0.269921 0.295274 Expected Total MS Cnt: 25378.1 Backgound Scale: 10.0365. ITERATION NUMBER 571. Current Log-Posterior: 386812 Step Size: -868.2258931 Smoothing Hyper-parameters: 0.547576 0.553506 0.493140 0.249792 0.194218 0.200852 Expected Total MS Cnt: 25225.8 Backgound Scale: 10.0114. ITERATION NUMBER 572. Current Log-Posterior: 386776 Step Size: -36.58034617 Smoothing Hyper-parameters: 0.562863 0.532234 0.533419 0.326174 0.233971 0.319949 Expected Total MS Cnt: 25725.7 Backgound Scale: 9.95645. ITERATION NUMBER 573. Current Log-Posterior: 386544 Step Size: -231.4170576 Smoothing Hyper-parameters: 0.560118 0.554647 0.583692 0.406187 0.343096 0.261308 Expected Total MS Cnt: 25766.2 Backgound Scale: 9.98106. ITERATION NUMBER 574. Current Log-Posterior: 386409 Step Size: -135.5908914 Smoothing Hyper-parameters: 0.381078 0.584849 0.540271 0.350716 0.174428 0.232414 Expected Total MS Cnt: 25855.3 Backgound Scale: 9.93815. ITERATION NUMBER 575. Current Log-Posterior: 389232 Step Size: 2823.618188 Smoothing Hyper-parameters: 0.466502 0.623454 0.562867 0.333718 0.193899 0.186043 Expected Total MS Cnt: 25982.4 Backgound Scale: 9.81144. ITERATION NUMBER 576. Current Log-Posterior: 387641 Step Size: -1590.995372 Smoothing Hyper-parameters: 0.454309 0.517899 0.632793 0.297180 0.202587 0.092014 Expected Total MS Cnt: 25965 Backgound Scale: 9.83974. ITERATION NUMBER 577. Current Log-Posterior: 388027 Step Size: 385.3365479 Smoothing Hyper-parameters: 0.493665 0.574106 0.518771 0.297251 0.148830 0.138038 Expected Total MS Cnt: 26242.5 Backgound Scale: 9.88822. ITERATION NUMBER 578. Current Log-Posterior: 387441 Step Size: -585.4966356 Smoothing Hyper-parameters: 0.508302 0.558824 0.421820 0.296670 0.349021 0.336019 Expected Total MS Cnt: 26510.5 Backgound Scale: 9.83476. ITERATION NUMBER 579. Current Log-Posterior: 387254 Step Size: -186.9607568 Smoothing Hyper-parameters: 0.495761 0.543914 0.561120 0.343186 0.225319 0.270321 Expected Total MS Cnt: 26533.2 Backgound Scale: 9.8746. ITERATION NUMBER 580. Current Log-Posterior: 387382 Step Size: 127.9556815 Smoothing Hyper-parameters: 0.501339 0.581271 0.530455 0.281094 0.192479 0.142903 Expected Total MS Cnt: 26091.3 Backgound Scale: 9.85851. ITERATION NUMBER 581. Current Log-Posterior: 387201 Step Size: -181.3249238 Smoothing Hyper-parameters: 0.532631 0.506233 0.496855 0.244866 0.223198 0.183525 Expected Total MS Cnt: 25995.3 Backgound Scale: 9.91326. ITERATION NUMBER 582. Current Log-Posterior: 387034 Step Size: -167.0665873 Smoothing Hyper-parameters: 0.530008 0.565058 0.450629 0.398751 0.175950 0.318483 Expected Total MS Cnt: 25976.1 Backgound Scale: 9.93019. ITERATION NUMBER 583. Current Log-Posterior: 386894 Step Size: -139.8935782 Smoothing Hyper-parameters: 0.451670 0.565246 0.553778 0.365661 0.235669 0.395744 Expected Total MS Cnt: 26329.4 Backgound Scale: 9.93732. ITERATION NUMBER 584. Current Log-Posterior: 388046 Step Size: 1152.115026 Smoothing Hyper-parameters: 0.441867 0.639727 0.554277 0.380347 0.251919 0.116625 Expected Total MS Cnt: 25957.5 Backgound Scale: 9.88454. ITERATION NUMBER 585. Current Log-Posterior: 387878 Step Size: -167.5871617 Smoothing Hyper-parameters: 0.466996 0.544699 0.477381 0.353955 0.149870 0.220718 Expected Total MS Cnt: 26122.7 Backgound Scale: 9.88458. ITERATION NUMBER 586. Current Log-Posterior: 387755 Step Size: -123.5185458 Smoothing Hyper-parameters: 0.519577 0.536422 0.461405 0.275193 0.340098 0.301223 Expected Total MS Cnt: 26085.4 Backgound Scale: 9.90301. ITERATION NUMBER 587. Current Log-Posterior: 387145 Step Size: -609.7488313 Smoothing Hyper-parameters: 0.527021 0.473327 0.595866 0.386051 0.281729 0.275030 Expected Total MS Cnt: 25794.8 Backgound Scale: 9.8969. ITERATION NUMBER 588. Current Log-Posterior: 387081 Step Size: -63.78407077 Smoothing Hyper-parameters: 0.489955 0.613219 0.523935 0.346621 0.164402 0.239290 Expected Total MS Cnt: 25878.4 Backgound Scale: 9.97586. ITERATION NUMBER 589. Current Log-Posterior: 387227 Step Size: 145.9091149 Smoothing Hyper-parameters: 0.493726 0.574347 0.473740 0.211230 0.357043 0.204836 Expected Total MS Cnt: 26057 Backgound Scale: 9.94785. ITERATION NUMBER 590. Current Log-Posterior: 387349 Step Size: 121.6078926 Smoothing Hyper-parameters: 0.510825 0.577912 0.486864 0.315022 0.168808 0.316174 Expected Total MS Cnt: 25886.6 Backgound Scale: 9.92311. ITERATION NUMBER 591. Current Log-Posterior: 387039 Step Size: -310.1191134 Smoothing Hyper-parameters: 0.456602 0.645356 0.444395 0.473219 0.149316 0.136343 Expected Total MS Cnt: 25732.1 Backgound Scale: 9.98372. ITERATION NUMBER 592. Current Log-Posterior: 387770 Step Size: 731.5393639 Smoothing Hyper-parameters: 0.499372 0.615970 0.456288 0.349239 0.252397 0.092157 Expected Total MS Cnt: 26293.5 Backgound Scale: 9.90243. ITERATION NUMBER 593. Current Log-Posterior: 387277 Step Size: -493.494235 Smoothing Hyper-parameters: 0.515291 0.615590 0.464424 0.370036 0.279319 0.060400 Expected Total MS Cnt: 25912.9 Backgound Scale: 9.9283. ITERATION NUMBER 594. Current Log-Posterior: 386972 Step Size: -304.2783427 Smoothing Hyper-parameters: 0.525353 0.556313 0.445988 0.273785 0.365955 0.112959 Expected Total MS Cnt: 25901.5 Backgound Scale: 9.99549. ITERATION NUMBER 595. Current Log-Posterior: 387015 Step Size: 42.26359269 Smoothing Hyper-parameters: 0.509750 0.646100 0.569526 0.347695 0.431231 0.238971 Expected Total MS Cnt: 25669.3 Backgound Scale: 9.93955. ITERATION NUMBER 596. Current Log-Posterior: 386781 Step Size: -233.7985524 Smoothing Hyper-parameters: 0.545063 0.595190 0.458120 0.338509 0.125554 0.236475 Expected Total MS Cnt: 25907.3 Backgound Scale: 9.92343. ITERATION NUMBER 597. Current Log-Posterior: 386607 Step Size: -174.0323 Smoothing Hyper-parameters: 0.622022 0.517427 0.509744 0.289257 0.189441 0.161938 Expected Total MS Cnt: 26095.2 Backgound Scale: 9.94015. ITERATION NUMBER 598. Current Log-Posterior: 385996 Step Size: -610.6187568 Smoothing Hyper-parameters: 0.514487 0.638072 0.584895 0.276349 0.279275 0.092443 Expected Total MS Cnt: 26395.7 Backgound Scale: 9.89169. ITERATION NUMBER 599. Current Log-Posterior: 386832 Step Size: 836.282983 Smoothing Hyper-parameters: 0.554227 0.546087 0.484377 0.300431 0.259424 0.215672 Expected Total MS Cnt: 26436.9 Backgound Scale: 9.93968. ITERATION NUMBER 600. Current Log-Posterior: 386592 Step Size: -240.1091096 Smoothing Hyper-parameters: 0.407772 0.618046 0.504867 0.313475 0.222481 0.386028 Expected Total MS Cnt: 25986.1 Backgound Scale: 9.84037. ITERATION NUMBER 601. Current Log-Posterior: 388668 Step Size: 2075.163256 Smoothing Hyper-parameters: 0.546295 0.577494 0.538146 0.220824 0.255556 0.162310 Expected Total MS Cnt: 26274.9 Backgound Scale: 9.88057. ITERATION NUMBER 602. Current Log-Posterior: 386685 Step Size: -1982.450396 Smoothing Hyper-parameters: 0.531889 0.594701 0.443441 0.264519 0.238327 0.182659 Expected Total MS Cnt: 25962.1 Backgound Scale: 9.9258. ITERATION NUMBER 603. Current Log-Posterior: 386814 Step Size: 128.8612001 Smoothing Hyper-parameters: 0.461782 0.620833 0.441064 0.448089 0.196603 0.389668 Expected Total MS Cnt: 26458 Backgound Scale: 9.88239. ITERATION NUMBER 604. Current Log-Posterior: 387838 Step Size: 1024.237592 Smoothing Hyper-parameters: 0.445296 0.644553 0.550992 0.345146 0.343343 0.222307 Expected Total MS Cnt: 25919.4 Backgound Scale: 9.92236. ITERATION NUMBER 605. Current Log-Posterior: 387990 Step Size: 151.3622544 Smoothing Hyper-parameters: 0.519583 0.592093 0.456918 0.331982 0.242902 0.303360 Expected Total MS Cnt: 25859.4 Backgound Scale: 9.93986. ITERATION NUMBER 606. Current Log-Posterior: 387023 Step Size: -966.4568143 Smoothing Hyper-parameters: 0.447233 0.582355 0.607184 0.377065 0.263175 0.228452 Expected Total MS Cnt: 26257.8 Backgound Scale: 9.84865. ITERATION NUMBER 607. Current Log-Posterior: 388062 Step Size: 1038.456968 Smoothing Hyper-parameters: 0.490865 0.652817 0.550475 0.343229 0.238013 0.217720 Expected Total MS Cnt: 26125.9 Backgound Scale: 9.93043. ITERATION NUMBER 608. Current Log-Posterior: 387183 Step Size: -878.8488214 Smoothing Hyper-parameters: 0.499331 0.519659 0.445985 0.179991 0.196293 0.205833 Expected Total MS Cnt: 25736.3 Backgound Scale: 9.89759. ITERATION NUMBER 609. Current Log-Posterior: 387622 Step Size: 439.748547 Smoothing Hyper-parameters: 0.466742 0.539891 0.543442 0.329883 0.253235 0.265853 Expected Total MS Cnt: 26094.3 Backgound Scale: 9.96514. ITERATION NUMBER 610. Current Log-Posterior: 387770 Step Size: 147.9910825 Smoothing Hyper-parameters: 0.496209 0.593372 0.470671 0.424591 0.186710 0.208128 Expected Total MS Cnt: 25848.6 Backgound Scale: 9.85652. ITERATION NUMBER 611. Current Log-Posterior: 387257 Step Size: -513.8383509 Smoothing Hyper-parameters: 0.458112 0.608264 0.470820 0.306180 0.257553 0.269728 Expected Total MS Cnt: 26146.9 Backgound Scale: 9.95911. ITERATION NUMBER 612. Current Log-Posterior: 387802 Step Size: 545.8117765 Smoothing Hyper-parameters: 0.494908 0.592437 0.492235 0.315144 0.349220 0.172849 Expected Total MS Cnt: 25842.5 Backgound Scale: 9.84991. ITERATION NUMBER 613. Current Log-Posterior: 387276 Step Size: -526.5349696 Smoothing Hyper-parameters: 0.480925 0.609495 0.615576 0.445739 0.113363 0.257580 Expected Total MS Cnt: 26143.7 Backgound Scale: 9.8178. ITERATION NUMBER 614. Current Log-Posterior: 387498 Step Size: 222.5161548 Smoothing Hyper-parameters: 0.475488 0.589636 0.441706 0.273643 0.263621 0.247731 Expected Total MS Cnt: 26332.2 Backgound Scale: 9.90012. ITERATION NUMBER 615. Current Log-Posterior: 387543 Step Size: 44.37524256 Smoothing Hyper-parameters: 0.485407 0.610502 0.512563 0.431123 0.210329 0.367379 Expected Total MS Cnt: 26356.3 Backgound Scale: 9.88962. ITERATION NUMBER 616. Current Log-Posterior: 387417 Step Size: -125.5945427 Smoothing Hyper-parameters: 0.468086 0.566312 0.520064 0.288345 0.253102 0.276814 Expected Total MS Cnt: 26661.9 Backgound Scale: 9.84811. ITERATION NUMBER 617. Current Log-Posterior: 387727 Step Size: 309.3472518 Smoothing Hyper-parameters: 0.523456 0.579914 0.513554 0.413632 0.198366 0.188534 Expected Total MS Cnt: 26233.6 Backgound Scale: 9.8966. ITERATION NUMBER 618. Current Log-Posterior: 386904 Step Size: -822.6058058 Smoothing Hyper-parameters: 0.451432 0.656880 0.568868 0.351138 0.252225 0.281908 Expected Total MS Cnt: 26132.6 Backgound Scale: 9.88595. ITERATION NUMBER 619. Current Log-Posterior: 387778 Step Size: 874.0061483 Smoothing Hyper-parameters: 0.535394 0.599511 0.531774 0.324965 0.304325 0.149485 Expected Total MS Cnt: 26357.8 Backgound Scale: 9.9093. ITERATION NUMBER 620. Current Log-Posterior: 386609 Step Size: -1168.95678 Smoothing Hyper-parameters: 0.463993 0.667549 0.494898 0.406266 0.145211 0.250774 Expected Total MS Cnt: 26501.8 Backgound Scale: 9.89473. ITERATION NUMBER 621. Current Log-Posterior: 387533 Step Size: 924.1074646 Smoothing Hyper-parameters: 0.499558 0.636438 0.446493 0.379310 0.201671 0.242081 Expected Total MS Cnt: 25952.5 Backgound Scale: 9.87913. ITERATION NUMBER 622. Current Log-Posterior: 387181 Step Size: -352.0819967 Smoothing Hyper-parameters: 0.448343 0.694201 0.509554 0.372426 0.229063 0.217622 Expected Total MS Cnt: 26448 Backgound Scale: 9.9091. ITERATION NUMBER 623. Current Log-Posterior: 387746 Step Size: 565.2702285 Smoothing Hyper-parameters: 0.485402 0.617787 0.531095 0.349234 0.157925 0.267389 Expected Total MS Cnt: 26203.6 Backgound Scale: 9.8747. ITERATION NUMBER 624. Current Log-Posterior: 387362 Step Size: -383.9217292 Smoothing Hyper-parameters: 0.436254 0.674464 0.453507 0.398926 0.160269 0.207261 Expected Total MS Cnt: 26388.3 Backgound Scale: 9.90633. ITERATION NUMBER 625. Current Log-Posterior: 388056 Step Size: 693.7587347 Smoothing Hyper-parameters: 0.386277 0.531084 0.497200 0.431777 0.190615 0.243259 Expected Total MS Cnt: 26523.7 Backgound Scale: 9.96846. ITERATION NUMBER 626. Current Log-Posterior: 389415 Step Size: 1358.443784 Smoothing Hyper-parameters: 0.463731 0.580439 0.572563 0.293480 0.326403 0.263594 Expected Total MS Cnt: 26345 Backgound Scale: 9.85754. ITERATION NUMBER 627. Current Log-Posterior: 387845 Step Size: -1569.910243 Smoothing Hyper-parameters: 0.434937 0.708835 0.533047 0.419672 0.068987 0.163243 Expected Total MS Cnt: 26297.6 Backgound Scale: 9.88028. ITERATION NUMBER 628. Current Log-Posterior: 387942 Step Size: 97.5403604 Smoothing Hyper-parameters: 0.524870 0.549462 0.489100 0.242741 0.285474 0.254310 Expected Total MS Cnt: 26331.4 Backgound Scale: 9.85215. ITERATION NUMBER 629. Current Log-Posterior: 387042 Step Size: -900.2885654 Smoothing Hyper-parameters: 0.569093 0.556278 0.479402 0.379688 0.110953 0.213574 Expected Total MS Cnt: 26124.2 Backgound Scale: 9.89402. ITERATION NUMBER 630. Current Log-Posterior: 386443 Step Size: -599.3707039 Smoothing Hyper-parameters: 0.487505 0.597082 0.519025 0.348242 0.178876 0.186454 Expected Total MS Cnt: 26100.3 Backgound Scale: 9.92454. ITERATION NUMBER 631. Current Log-Posterior: 387408 Step Size: 965.8092423 Smoothing Hyper-parameters: 0.546396 0.589902 0.528089 0.207031 0.222232 0.331858 Expected Total MS Cnt: 26145.3 Backgound Scale: 9.88152. ITERATION NUMBER 632. Current Log-Posterior: 386622 Step Size: -786.5253935 Smoothing Hyper-parameters: 0.440326 0.601576 0.547682 0.339776 0.228712 0.199298 Expected Total MS Cnt: 26286.2 Backgound Scale: 9.84151. ITERATION NUMBER 633. Current Log-Posterior: 388132 Step Size: 1510.339405 Smoothing Hyper-parameters: 0.472267 0.626220 0.587255 0.221746 0.218279 0.217929 Expected Total MS Cnt: 25753.5 Backgound Scale: 9.85661. ITERATION NUMBER 634. Current Log-Posterior: 387600 Step Size: -532.4001948 Smoothing Hyper-parameters: 0.444816 0.633756 0.566371 0.277137 0.256546 0.223122 Expected Total MS Cnt: 26031.1 Backgound Scale: 9.92037. ITERATION NUMBER 635. Current Log-Posterior: 387965 Step Size: 365.6890283 Smoothing Hyper-parameters: 0.416483 0.612028 0.541634 0.277358 0.233085 0.313635 Expected Total MS Cnt: 26038.8 Backgound Scale: 9.87501. ITERATION NUMBER 636. Current Log-Posterior: 388461 Step Size: 495.1995427 Smoothing Hyper-parameters: 0.492006 0.658815 0.514906 0.225741 0.221703 0.152168 Expected Total MS Cnt: 25980.2 Backgound Scale: 9.94043. ITERATION NUMBER 637. Current Log-Posterior: 387297 Step Size: -1163.198835 Smoothing Hyper-parameters: 0.501499 0.617645 0.457023 0.416232 0.120314 0.140461 Expected Total MS Cnt: 26012.6 Backgound Scale: 9.88808. ITERATION NUMBER 638. Current Log-Posterior: 387207 Step Size: -90.34729339 Smoothing Hyper-parameters: 0.492694 0.543583 0.533317 0.384130 0.269891 0.175555 Expected Total MS Cnt: 26189.1 Backgound Scale: 9.9949. ITERATION NUMBER 639. Current Log-Posterior: 387469 Step Size: 261.5103187 Smoothing Hyper-parameters: 0.482522 0.627227 0.468540 0.262927 0.285575 0.190326 Expected Total MS Cnt: 26062.3 Backgound Scale: 9.92377. ITERATION NUMBER 640. Current Log-Posterior: 387442 Step Size: -26.17383381 Smoothing Hyper-parameters: 0.474028 0.665480 0.464707 0.350076 0.166501 0.216700 Expected Total MS Cnt: 25924.7 Backgound Scale: 9.92682. ITERATION NUMBER 641. Current Log-Posterior: 387543 Step Size: 100.2485855 Smoothing Hyper-parameters: 0.445665 0.547924 0.445888 0.282362 0.180785 0.185944 Expected Total MS Cnt: 25941.8 Backgound Scale: 9.94105. ITERATION NUMBER 642. Current Log-Posterior: 388343 Step Size: 799.9480193 Smoothing Hyper-parameters: 0.499508 0.587039 0.444967 0.265829 0.198368 0.325625 Expected Total MS Cnt: 26242.6 Backgound Scale: 9.89059. ITERATION NUMBER 643. Current Log-Posterior: 387252 Step Size: -1090.830767 Smoothing Hyper-parameters: 0.504165 0.543005 0.510460 0.421072 0.174275 0.155711 Expected Total MS Cnt: 25948.8 Backgound Scale: 9.95048. ITERATION NUMBER 644. Current Log-Posterior: 387262 Step Size: 10.46508436 Smoothing Hyper-parameters: 0.572446 0.545031 0.501359 0.292905 0.419729 0.261232 Expected Total MS Cnt: 25904.9 Backgound Scale: 9.94328. ITERATION NUMBER 645. Current Log-Posterior: 386473 Step Size: -789.0109074 Smoothing Hyper-parameters: 0.450401 0.638294 0.590873 0.367483 0.311486 0.282672 Expected Total MS Cnt: 25968.6 Backgound Scale: 9.96506. ITERATION NUMBER 646. Current Log-Posterior: 387742 Step Size: 1268.980202 Smoothing Hyper-parameters: 0.490622 0.591063 0.487017 0.318307 0.265270 0.233932 Expected Total MS Cnt: 25780.9 Backgound Scale: 9.92381. ITERATION NUMBER 647. Current Log-Posterior: 387367 Step Size: -375.3674177 Smoothing Hyper-parameters: 0.479515 0.613281 0.505202 0.416949 0.174398 0.086483 Expected Total MS Cnt: 25638 Backgound Scale: 9.95429. ITERATION NUMBER 648. Current Log-Posterior: 387429 Step Size: 62.57007888 Smoothing Hyper-parameters: 0.446153 0.582423 0.463209 0.350242 0.299030 0.195628 Expected Total MS Cnt: 25965.6 Backgound Scale: 9.96091. ITERATION NUMBER 649. Current Log-Posterior: 388158 Step Size: 728.1677674 Smoothing Hyper-parameters: 0.496390 0.612413 0.463668 0.289331 0.270317 0.321032 Expected Total MS Cnt: 25946.4 Backgound Scale: 9.89318. ITERATION NUMBER 650. Current Log-Posterior: 387283 Step Size: -874.8219484 Smoothing Hyper-parameters: 0.412286 0.613319 0.581627 0.288704 0.251436 0.202204 Expected Total MS Cnt: 25846 Backgound Scale: 9.91466. ITERATION NUMBER 651. Current Log-Posterior: 388615 Step Size: 1332.698485 Smoothing Hyper-parameters: 0.457226 0.635183 0.495311 0.299767 0.213406 0.205067 Expected Total MS Cnt: 25816.2 Backgound Scale: 9.96186. ITERATION NUMBER 652. Current Log-Posterior: 387828 Step Size: -787.1328537 Smoothing Hyper-parameters: 0.481696 0.536306 0.445145 0.303493 0.279136 0.225289 Expected Total MS Cnt: 25639.7 Backgound Scale: 9.93899. ITERATION NUMBER 653. Current Log-Posterior: 387747 Step Size: -81.21956862 Smoothing Hyper-parameters: 0.499226 0.620956 0.467364 0.412825 0.169917 0.201417 Expected Total MS Cnt: 26049.9 Backgound Scale: 9.89445. ITERATION NUMBER 654. Current Log-Posterior: 387197 Step Size: -549.8754969 Smoothing Hyper-parameters: 0.432337 0.639968 0.563117 0.322230 0.174728 0.294530 Expected Total MS Cnt: 26146 Backgound Scale: 9.93498. ITERATION NUMBER 655. Current Log-Posterior: 388111 Step Size: 914.0171707 Smoothing Hyper-parameters: 0.492096 0.568037 0.534840 0.265802 0.211240 0.240387 Expected Total MS Cnt: 25806.2 Backgound Scale: 9.96403. ITERATION NUMBER 656. Current Log-Posterior: 387396 Step Size: -715.5929739 Smoothing Hyper-parameters: 0.421364 0.578639 0.501716 0.346404 0.205303 0.186488 Expected Total MS Cnt: 25754.5 Backgound Scale: 9.90801. ITERATION NUMBER 657. Current Log-Posterior: 388402 Step Size: 1006.341211 Smoothing Hyper-parameters: 0.488329 0.571494 0.507809 0.310822 0.160498 0.145197 Expected Total MS Cnt: 25576.8 Backgound Scale: 9.97822. ITERATION NUMBER 658. Current Log-Posterior: 387413 Step Size: -988.7197236 Smoothing Hyper-parameters: 0.557883 0.516733 0.481082 0.313986 0.259940 0.222029 Expected Total MS Cnt: 25843.8 Backgound Scale: 9.9486. ITERATION NUMBER 659. Current Log-Posterior: 386689 Step Size: -724.6620366 Smoothing Hyper-parameters: 0.495277 0.627728 0.544146 0.297410 0.119907 0.256711 Expected Total MS Cnt: 25719.9 Backgound Scale: 9.92179. ITERATION NUMBER 660. Current Log-Posterior: 387180 Step Size: 491.4389799 Smoothing Hyper-parameters: 0.526549 0.509889 0.540640 0.201644 0.291959 0.230285 Expected Total MS Cnt: 25796 Backgound Scale: 9.90345. ITERATION NUMBER 661. Current Log-Posterior: 387060 Step Size: -120.4968834 Smoothing Hyper-parameters: 0.511767 0.578708 0.544833 0.375374 0.265182 0.323492 Expected Total MS Cnt: 25877.1 Backgound Scale: 9.92406. ITERATION NUMBER 662. Current Log-Posterior: 387026 Step Size: -33.83529618 Smoothing Hyper-parameters: 0.471887 0.589463 0.545760 0.345989 0.270388 0.289306 Expected Total MS Cnt: 25968.8 Backgound Scale: 9.93923. ITERATION NUMBER 663. Current Log-Posterior: 387679 Step Size: 653.6705588 Smoothing Hyper-parameters: 0.524352 0.601735 0.533735 0.447298 0.144117 0.257045 Expected Total MS Cnt: 25612.9 Backgound Scale: 9.91122. ITERATION NUMBER 664. Current Log-Posterior: 386873 Step Size: -806.5600801 Smoothing Hyper-parameters: 0.453308 0.579326 0.441896 0.355304 0.305491 0.162733 Expected Total MS Cnt: 25869.7 Backgound Scale: 9.99312. ITERATION NUMBER 665. Current Log-Posterior: 387871 Step Size: 998.4269865 Smoothing Hyper-parameters: 0.442342 0.604365 0.557276 0.379547 0.196549 0.105580 Expected Total MS Cnt: 25846.4 Backgound Scale: 9.91837. ITERATION NUMBER 666. Current Log-Posterior: 388073 Step Size: 201.6653351 Smoothing Hyper-parameters: 0.463787 0.595316 0.395237 0.241341 0.239436 0.174252 Expected Total MS Cnt: 25823.3 Backgound Scale: 9.90879. ITERATION NUMBER 667. Current Log-Posterior: 387946 Step Size: -127.4057286 Smoothing Hyper-parameters: 0.393614 0.588549 0.432566 0.278725 0.264003 0.285676 Expected Total MS Cnt: 25783.4 Backgound Scale: 9.92181. ITERATION NUMBER 668. Current Log-Posterior: 389109 Step Size: 1163.771662 Smoothing Hyper-parameters: 0.420083 0.593024 0.464921 0.415045 0.228550 0.182603 Expected Total MS Cnt: 25891.7 Backgound Scale: 9.92399. ITERATION NUMBER 669. Current Log-Posterior: 388470 Step Size: -639.5304001 Smoothing Hyper-parameters: 0.472438 0.591834 0.467363 0.345196 0.112337 0.247201 Expected Total MS Cnt: 25892.4 Backgound Scale: 9.89901. ITERATION NUMBER 670. Current Log-Posterior: 387666 Step Size: -803.4256538 Smoothing Hyper-parameters: 0.465986 0.600871 0.519360 0.212458 0.237969 0.191913 Expected Total MS Cnt: 25937.5 Backgound Scale: 9.96942. ITERATION NUMBER 671. Current Log-Posterior: 387721 Step Size: 54.8094306 Smoothing Hyper-parameters: 0.451558 0.593005 0.531113 0.421760 0.209374 0.177520 Expected Total MS Cnt: 25716.4 Backgound Scale: 9.91294. ITERATION NUMBER 672. Current Log-Posterior: 387929 Step Size: 207.5817271 Smoothing Hyper-parameters: 0.455850 0.523804 0.435132 0.218664 0.358668 0.234022 Expected Total MS Cnt: 25900.4 Backgound Scale: 9.94433. ITERATION NUMBER 673. Current Log-Posterior: 388189 Step Size: 260.6458912 Smoothing Hyper-parameters: 0.448879 0.539725 0.554383 0.279270 0.193127 0.230072 Expected Total MS Cnt: 26104.2 Backgound Scale: 9.91143. ITERATION NUMBER 674. Current Log-Posterior: 387957 Step Size: -232.5361582 Smoothing Hyper-parameters: 0.467666 0.584466 0.528289 0.221929 0.269516 0.231857 Expected Total MS Cnt: 25844.6 Backgound Scale: 9.92986. ITERATION NUMBER 675. Current Log-Posterior: 387723 Step Size: -233.5839378 Smoothing Hyper-parameters: 0.514254 0.547183 0.420048 0.283694 0.315719 0.222098 Expected Total MS Cnt: 25818.7 Backgound Scale: 9.95766. ITERATION NUMBER 676. Current Log-Posterior: 387267 Step Size: -456.2340816 Smoothing Hyper-parameters: 0.470577 0.602492 0.475844 0.307075 0.189258 0.195057 Expected Total MS Cnt: 25786.4 Backgound Scale: 9.91664. ITERATION NUMBER 677. Current Log-Posterior: 387585 Step Size: 317.8798539 Smoothing Hyper-parameters: 0.510778 0.567385 0.483141 0.316025 0.229792 0.212333 Expected Total MS Cnt: 25804.8 Backgound Scale: 9.94509. ITERATION NUMBER 678. Current Log-Posterior: 387254 Step Size: -331.1104999 Smoothing Hyper-parameters: 0.485662 0.585469 0.502781 0.398779 0.385283 0.138152 Expected Total MS Cnt: 25701.8 Backgound Scale: 9.99571. ITERATION NUMBER 679. Current Log-Posterior: 387500 Step Size: 246.1189551 Smoothing Hyper-parameters: 0.501356 0.526553 0.472918 0.336103 0.374242 0.340888 Expected Total MS Cnt: 25566 Backgound Scale: 9.94126. ITERATION NUMBER 680. Current Log-Posterior: 387366 Step Size: -134.0086792 Smoothing Hyper-parameters: 0.452376 0.549596 0.438578 0.415858 0.174964 0.162293 Expected Total MS Cnt: 25784.1 Backgound Scale: 9.96485. ITERATION NUMBER 681. Current Log-Posterior: 388071 Step Size: 705.5837304 Smoothing Hyper-parameters: 0.467808 0.625671 0.552977 0.259258 0.186097 0.149843 Expected Total MS Cnt: 25757.9 Backgound Scale: 10.0146. ITERATION NUMBER 682. Current Log-Posterior: 387547 Step Size: -524.4625446 Smoothing Hyper-parameters: 0.481209 0.573248 0.438535 0.357676 0.233113 0.188907 Expected Total MS Cnt: 25333.6 Backgound Scale: 9.95877. ITERATION NUMBER 683. Current Log-Posterior: 387507 Step Size: -39.96689243 Smoothing Hyper-parameters: 0.432607 0.629867 0.419716 0.271044 0.232016 0.112068 Expected Total MS Cnt: 25621.8 Backgound Scale: 10.0469. ITERATION NUMBER 684. Current Log-Posterior: 388299 Step Size: 792.0911324 Smoothing Hyper-parameters: 0.449448 0.670467 0.494344 0.409256 0.191286 0.092335 Expected Total MS Cnt: 25465.5 Backgound Scale: 9.93756. ITERATION NUMBER 685. Current Log-Posterior: 387778 Step Size: -521.2079599 Smoothing Hyper-parameters: 0.446784 0.684543 0.543180 0.261334 0.331458 0.196735 Expected Total MS Cnt: 25395 Backgound Scale: 9.96036. ITERATION NUMBER 686. Current Log-Posterior: 387784 Step Size: 6.163220274 Smoothing Hyper-parameters: 0.470188 0.625594 0.399923 0.270091 0.208220 0.282333 Expected Total MS Cnt: 25795.1 Backgound Scale: 9.96014. ITERATION NUMBER 687. Current Log-Posterior: 387651 Step Size: -133.3616933 Smoothing Hyper-parameters: 0.480580 0.622787 0.500266 0.306191 0.308046 0.162788 Expected Total MS Cnt: 25875.7 Backgound Scale: 9.94471. ITERATION NUMBER 688. Current Log-Posterior: 387457 Step Size: -193.8391686 Smoothing Hyper-parameters: 0.474606 0.631786 0.441731 0.433183 0.269771 0.107352 Expected Total MS Cnt: 25653.7 Backgound Scale: 9.88175. ITERATION NUMBER 689. Current Log-Posterior: 387638 Step Size: 180.8428321 Smoothing Hyper-parameters: 0.434297 0.545807 0.475402 0.238306 0.264587 0.144991 Expected Total MS Cnt: 25821.2 Backgound Scale: 9.91767. ITERATION NUMBER 690. Current Log-Posterior: 388533 Step Size: 895.4480358 Smoothing Hyper-parameters: 0.442111 0.597839 0.400592 0.320383 0.250563 0.332728 Expected Total MS Cnt: 25626 Backgound Scale: 9.93399. ITERATION NUMBER 691. Current Log-Posterior: 388214 Step Size: -319.2853422 Smoothing Hyper-parameters: 0.490378 0.566908 0.437846 0.365274 0.425294 0.135076 Expected Total MS Cnt: 25438.2 Backgound Scale: 9.91424. ITERATION NUMBER 692. Current Log-Posterior: 387479 Step Size: -735.3769399 Smoothing Hyper-parameters: 0.486085 0.685869 0.500648 0.370514 0.214866 0.201269 Expected Total MS Cnt: 25357.7 Backgound Scale: 10.0007. ITERATION NUMBER 693. Current Log-Posterior: 387208 Step Size: -270.4777458 Smoothing Hyper-parameters: 0.505877 0.586372 0.551640 0.367379 0.152798 0.157021 Expected Total MS Cnt: 25414.9 Backgound Scale: 10.064. ITERATION NUMBER 694. Current Log-Posterior: 387209 Step Size: 0.8533184637 Smoothing Hyper-parameters: 0.469802 0.590957 0.549932 0.242121 0.202155 0.286073 Expected Total MS Cnt: 25338.1 Backgound Scale: 9.98308. ITERATION NUMBER 695. Current Log-Posterior: 387641 Step Size: 432.4159299 Smoothing Hyper-parameters: 0.521430 0.627921 0.511935 0.393748 0.195667 0.333685 Expected Total MS Cnt: 25910.9 Backgound Scale: 9.95215. ITERATION NUMBER 696. Current Log-Posterior: 386828 Step Size: -813.1724423 Smoothing Hyper-parameters: 0.426026 0.560614 0.547016 0.300238 0.213517 0.203190 Expected Total MS Cnt: 25828.6 Backgound Scale: 9.91568. ITERATION NUMBER 697. Current Log-Posterior: 388354 Step Size: 1525.662192 Smoothing Hyper-parameters: 0.518300 0.608917 0.511450 0.259543 0.207201 0.154766 Expected Total MS Cnt: 25236.5 Backgound Scale: 10.0303. ITERATION NUMBER 698. Current Log-Posterior: 386951 Step Size: -1402.349869 Smoothing Hyper-parameters: 0.533187 0.465895 0.536736 0.344065 0.367593 0.265260 Expected Total MS Cnt: 25419.8 Backgound Scale: 9.94015. ITERATION NUMBER 699. Current Log-Posterior: 387150 Step Size: 198.1441588 Smoothing Hyper-parameters: 0.508874 0.495587 0.453994 0.361407 0.203859 0.152755 Expected Total MS Cnt: 25538.3 Backgound Scale: 10.023. ITERATION NUMBER 700. Current Log-Posterior: 387442 Step Size: 292.0472476 Smoothing Hyper-parameters: 0.463177 0.602743 0.467501 0.363538 0.182633 0.172203 Expected Total MS Cnt: 25430 Backgound Scale: 10.0309. ITERATION NUMBER 701. Current Log-Posterior: 387759 Step Size: 317.4093813 Smoothing Hyper-parameters: 0.511750 0.618076 0.437160 0.358111 0.175303 0.295228 Expected Total MS Cnt: 25549.9 Backgound Scale: 9.97213. ITERATION NUMBER 702. Current Log-Posterior: 387043 Step Size: -716.2971716 Smoothing Hyper-parameters: 0.502850 0.585671 0.429478 0.323826 0.222749 0.233856 Expected Total MS Cnt: 25552.2 Backgound Scale: 9.95147. ITERATION NUMBER 703. Current Log-Posterior: 387183 Step Size: 139.9853566 Smoothing Hyper-parameters: 0.489389 0.626035 0.407902 0.403499 0.235746 0.240447 Expected Total MS Cnt: 25434.4 Backgound Scale: 9.94309. ITERATION NUMBER 704. Current Log-Posterior: 387355 Step Size: 171.9484128 Smoothing Hyper-parameters: 0.509858 0.597732 0.475595 0.290403 0.203985 0.239638 Expected Total MS Cnt: 25405 Backgound Scale: 10.0527. ITERATION NUMBER 705. Current Log-Posterior: 387011 Step Size: -343.9511249 Smoothing Hyper-parameters: 0.593043 0.576041 0.446272 0.280725 0.297107 0.171731 Expected Total MS Cnt: 25533.3 Backgound Scale: 10.0404. ITERATION NUMBER 706. Current Log-Posterior: 386143 Step Size: -867.2636658 Smoothing Hyper-parameters: 0.571402 0.538369 0.524823 0.402512 0.084147 0.316992 Expected Total MS Cnt: 25326.5 Backgound Scale: 10.0098. ITERATION NUMBER 707. Current Log-Posterior: 386349 Step Size: 205.1346641 Smoothing Hyper-parameters: 0.463401 0.607695 0.568780 0.270818 0.314450 0.296997 Expected Total MS Cnt: 25394.3 Backgound Scale: 10.0115. ITERATION NUMBER 708. Current Log-Posterior: 387633 Step Size: 1284.004857 Smoothing Hyper-parameters: 0.519364 0.549001 0.565904 0.197995 0.194869 0.188464 Expected Total MS Cnt: 25186.2 Backgound Scale: 10.009. ITERATION NUMBER 709. Current Log-Posterior: 387029 Step Size: -603.6140072 Smoothing Hyper-parameters: 0.512121 0.666897 0.564777 0.212237 0.315921 0.227060 Expected Total MS Cnt: 25163.6 Backgound Scale: 10.064. ITERATION NUMBER 710. Current Log-Posterior: 386783 Step Size: -245.7632125 Smoothing Hyper-parameters: 0.539577 0.604172 0.483003 0.330555 0.189253 0.105395 Expected Total MS Cnt: 25376.3 Backgound Scale: 10.0186. ITERATION NUMBER 711. Current Log-Posterior: 386674 Step Size: -109.278007 Smoothing Hyper-parameters: 0.437613 0.673445 0.541788 0.280450 0.195009 0.223238 Expected Total MS Cnt: 25362.3 Backgound Scale: 10.0001. ITERATION NUMBER 712. Current Log-Posterior: 387883 Step Size: 1209.142134 Smoothing Hyper-parameters: 0.513629 0.538282 0.508489 0.300217 0.288434 0.244167 Expected Total MS Cnt: 25179 Backgound Scale: 10.0319. ITERATION NUMBER 713. Current Log-Posterior: 387118 Step Size: -764.8700389 Smoothing Hyper-parameters: 0.450114 0.573081 0.575214 0.390084 0.221192 0.279262 Expected Total MS Cnt: 25545.1 Backgound Scale: 10.0162. ITERATION NUMBER 714. Current Log-Posterior: 387907 Step Size: 788.6055257 Smoothing Hyper-parameters: 0.569062 0.547242 0.413066 0.419044 0.113355 0.264174 Expected Total MS Cnt: 25621.7 Backgound Scale: 10.0807. ITERATION NUMBER 715. Current Log-Posterior: 386489 Step Size: -1417.580207 Smoothing Hyper-parameters: 0.469806 0.458243 0.472686 0.256812 0.292879 0.266411 Expected Total MS Cnt: 25540.9 Backgound Scale: 9.99733. ITERATION NUMBER 716. Current Log-Posterior: 388125 Step Size: 1635.261031 Smoothing Hyper-parameters: 0.496255 0.535505 0.510532 0.354371 0.196782 0.116288 Expected Total MS Cnt: 25714.3 Backgound Scale: 9.99154. ITERATION NUMBER 717. Current Log-Posterior: 387451 Step Size: -673.9738914 Smoothing Hyper-parameters: 0.429428 0.615407 0.580580 0.350726 0.193637 0.178103 Expected Total MS Cnt: 25230.4 Backgound Scale: 9.97382. ITERATION NUMBER 718. Current Log-Posterior: 388154 Step Size: 703.0821484 Smoothing Hyper-parameters: 0.462350 0.587833 0.493644 0.193718 0.270548 0.346951 Expected Total MS Cnt: 25154 Backgound Scale: 9.89884. ITERATION NUMBER 719. Current Log-Posterior: 387763 Step Size: -390.7851394 Smoothing Hyper-parameters: 0.429179 0.601417 0.487473 0.207056 0.306131 0.172016 Expected Total MS Cnt: 25528.4 Backgound Scale: 10.0269. ITERATION NUMBER 720. Current Log-Posterior: 388264 Step Size: 501.2053698 Smoothing Hyper-parameters: 0.466728 0.493485 0.470615 0.328181 0.182335 0.220432 Expected Total MS Cnt: 25654 Backgound Scale: 9.91768. ITERATION NUMBER 721. Current Log-Posterior: 387847 Step Size: -416.8196811 Smoothing Hyper-parameters: 0.459871 0.611945 0.481669 0.375361 0.172159 0.111892 Expected Total MS Cnt: 25309 Backgound Scale: 9.95162. ITERATION NUMBER 722. Current Log-Posterior: 387740 Step Size: -107.2789882 Smoothing Hyper-parameters: 0.488573 0.584622 0.503988 0.291580 0.228087 0.317294 Expected Total MS Cnt: 25296.1 Backgound Scale: 9.9549. ITERATION NUMBER 723. Current Log-Posterior: 387433 Step Size: -306.9696875 Smoothing Hyper-parameters: 0.406959 0.593798 0.554385 0.285799 0.338207 0.201749 Expected Total MS Cnt: 25464.9 Backgound Scale: 10.0232. ITERATION NUMBER 724. Current Log-Posterior: 388665 Step Size: 1231.679468 Smoothing Hyper-parameters: 0.447776 0.603870 0.467244 0.237269 0.254722 0.159436 Expected Total MS Cnt: 25576.8 Backgound Scale: 9.94932. ITERATION NUMBER 725. Current Log-Posterior: 388008 Step Size: -656.7240935 Smoothing Hyper-parameters: 0.374376 0.632900 0.550753 0.416384 0.228390 0.331741 Expected Total MS Cnt: 25665.3 Backgound Scale: 9.9374. ITERATION NUMBER 726. Current Log-Posterior: 389225 Step Size: 1217.242009 Smoothing Hyper-parameters: 0.461573 0.577243 0.546170 0.336259 0.407985 0.308942 Expected Total MS Cnt: 25333.1 Backgound Scale: 9.98057. ITERATION NUMBER 727. Current Log-Posterior: 387768 Step Size: -1456.878036 Smoothing Hyper-parameters: 0.422125 0.634022 0.479066 0.360671 0.253165 0.258014 Expected Total MS Cnt: 25557.2 Backgound Scale: 10.1019. ITERATION NUMBER 728. Current Log-Posterior: 388320 Step Size: 551.3167291 Smoothing Hyper-parameters: 0.462130 0.614289 0.520663 0.324605 0.340965 0.291314 Expected Total MS Cnt: 25553.9 Backgound Scale: 9.96035. ITERATION NUMBER 729. Current Log-Posterior: 387675 Step Size: -645.0348614 Smoothing Hyper-parameters: 0.461934 0.522597 0.526459 0.273409 0.182022 0.344053 Expected Total MS Cnt: 25373.7 Backgound Scale: 10.0495. ITERATION NUMBER 730. Current Log-Posterior: 387984 Step Size: 309.4834203 Smoothing Hyper-parameters: 0.436237 0.606395 0.498086 0.307905 0.113201 0.204900 Expected Total MS Cnt: 25190.8 Backgound Scale: 9.9962. ITERATION NUMBER 731. Current Log-Posterior: 388239 Step Size: 254.900739 Smoothing Hyper-parameters: 0.483969 0.591565 0.534724 0.461588 0.122923 0.137502 Expected Total MS Cnt: 25722 Backgound Scale: 9.9898. ITERATION NUMBER 732. Current Log-Posterior: 387495 Step Size: -743.8660952 Smoothing Hyper-parameters: 0.509695 0.561886 0.497764 0.352291 0.120459 0.186942 Expected Total MS Cnt: 25469.3 Backgound Scale: 9.97573. ITERATION NUMBER 733. Current Log-Posterior: 387248 Step Size: -246.7095153 Smoothing Hyper-parameters: 0.375704 0.575435 0.495502 0.297216 0.378310 0.206153 Expected Total MS Cnt: 25723 Backgound Scale: 9.97703. ITERATION NUMBER 734. Current Log-Posterior: 389532 Step Size: 2283.672314 Smoothing Hyper-parameters: 0.446628 0.504826 0.514434 0.404839 0.222659 0.287071 Expected Total MS Cnt: 25789.9 Backgound Scale: 9.95658. ITERATION NUMBER 735. Current Log-Posterior: 388367 Step Size: -1164.931489 Smoothing Hyper-parameters: 0.445401 0.538369 0.516084 0.343094 0.220466 0.226566 Expected Total MS Cnt: 26014.9 Backgound Scale: 9.92268. ITERATION NUMBER 736. Current Log-Posterior: 388306 Step Size: -61.11926781 Smoothing Hyper-parameters: 0.479899 0.559362 0.466010 0.261875 0.353412 0.134298 Expected Total MS Cnt: 25574.5 Backgound Scale: 9.91114. ITERATION NUMBER 737. Current Log-Posterior: 387680 Step Size: -625.9490701 Smoothing Hyper-parameters: 0.391340 0.621393 0.514829 0.273641 0.117013 0.220634 Expected Total MS Cnt: 25477.5 Backgound Scale: 9.94142. ITERATION NUMBER 738. Current Log-Posterior: 388901 Step Size: 1221.189175 Smoothing Hyper-parameters: 0.463293 0.578626 0.470739 0.338333 0.233950 0.141060 Expected Total MS Cnt: 25678.1 Backgound Scale: 9.92267. ITERATION NUMBER 739. Current Log-Posterior: 387804 Step Size: -1097.595392 Smoothing Hyper-parameters: 0.568516 0.496730 0.526448 0.462152 0.372979 0.158628 Expected Total MS Cnt: 25855 Backgound Scale: 9.98091. ITERATION NUMBER 740. Current Log-Posterior: 386491 Step Size: -1312.806917 Smoothing Hyper-parameters: 0.464592 0.601623 0.550103 0.274791 0.249572 0.299069 Expected Total MS Cnt: 25462.1 Backgound Scale: 9.93188. ITERATION NUMBER 741. Current Log-Posterior: 387673 Step Size: 1182.160206 Smoothing Hyper-parameters: 0.466195 0.539249 0.499398 0.224230 0.321058 0.163935 Expected Total MS Cnt: 25388.5 Backgound Scale: 10.0351. ITERATION NUMBER 742. Current Log-Posterior: 387890 Step Size: 216.5029095 Smoothing Hyper-parameters: 0.482749 0.605826 0.455253 0.346902 0.189674 0.333781 Expected Total MS Cnt: 25410.4 Backgound Scale: 9.9456. ITERATION NUMBER 743. Current Log-Posterior: 387350 Step Size: -539.9802702 Smoothing Hyper-parameters: 0.496615 0.637992 0.455174 0.338075 0.219187 0.285940 Expected Total MS Cnt: 25409.5 Backgound Scale: 9.97752. ITERATION NUMBER 744. Current Log-Posterior: 387259 Step Size: -90.75911023 Smoothing Hyper-parameters: 0.479296 0.544990 0.448184 0.268528 0.181344 0.167041 Expected Total MS Cnt: 25595.6 Backgound Scale: 10.0498. ITERATION NUMBER 745. Current Log-Posterior: 387678 Step Size: 418.8801479 Smoothing Hyper-parameters: 0.468425 0.604923 0.526857 0.403010 0.200117 0.329702 Expected Total MS Cnt: 25291.6 Backgound Scale: 9.97861. ITERATION NUMBER 746. Current Log-Posterior: 387687 Step Size: 9.207380993 Smoothing Hyper-parameters: 0.469834 0.610953 0.521454 0.337368 0.206915 0.205079 Expected Total MS Cnt: 25275.2 Backgound Scale: 10.0088. ITERATION NUMBER 747. Current Log-Posterior: 387514 Step Size: -172.7388528 Smoothing Hyper-parameters: 0.432160 0.645686 0.537690 0.307698 0.217745 0.314373 Expected Total MS Cnt: 25488.5 Backgound Scale: 10.0197. ITERATION NUMBER 748. Current Log-Posterior: 388115 Step Size: 600.3879904 Smoothing Hyper-parameters: 0.452860 0.576694 0.536029 0.289438 0.175402 0.187300 Expected Total MS Cnt: 25430.7 Backgound Scale: 10.0056. ITERATION NUMBER 749. Current Log-Posterior: 388034 Step Size: -80.20031227 Smoothing Hyper-parameters: 0.448326 0.545008 0.555345 0.202616 0.242876 0.169932 Expected Total MS Cnt: 25413.9 Backgound Scale: 9.99036. ITERATION NUMBER 750. Current Log-Posterior: 388243 Step Size: 208.5252447 Smoothing Hyper-parameters: 0.452833 0.601405 0.565986 0.371641 0.206859 0.179352 Expected Total MS Cnt: 25234.1 Backgound Scale: 9.96264. ITERATION NUMBER 751. Current Log-Posterior: 387858 Step Size: -384.7815314 Smoothing Hyper-parameters: 0.473338 0.627325 0.498265 0.298763 0.293973 0.190490 Expected Total MS Cnt: 25436.1 Backgound Scale: 10.0089. ITERATION NUMBER 752. Current Log-Posterior: 387526 Step Size: -332.163847 Smoothing Hyper-parameters: 0.495515 0.602054 0.578894 0.333204 0.256527 0.242748 Expected Total MS Cnt: 25105.5 Backgound Scale: 9.98562. ITERATION NUMBER 753. Current Log-Posterior: 387284 Step Size: -242.1912921 Smoothing Hyper-parameters: 0.426160 0.688381 0.474491 0.438647 0.148973 0.027639 Expected Total MS Cnt: 25615.7 Backgound Scale: 10.0163. ITERATION NUMBER 754. Current Log-Posterior: 388248 Step Size: 964.2785079 Smoothing Hyper-parameters: 0.495605 0.527490 0.508532 0.277492 0.184499 0.212038 Expected Total MS Cnt: 25417.3 Backgound Scale: 9.96285. ITERATION NUMBER 755. Current Log-Posterior: 387564 Step Size: -684.4530118 Smoothing Hyper-parameters: 0.475631 0.611721 0.509628 0.245648 0.382172 0.171828 Expected Total MS Cnt: 25530.5 Backgound Scale: 10.0118. ITERATION NUMBER 756. Current Log-Posterior: 387670 Step Size: 106.6043252 Smoothing Hyper-parameters: 0.457682 0.471926 0.514887 0.362339 0.252664 0.251631 Expected Total MS Cnt: 25476.1 Backgound Scale: 10.0056. ITERATION NUMBER 757. Current Log-Posterior: 388294 Step Size: 624.2499504 Smoothing Hyper-parameters: 0.448203 0.552338 0.562132 0.383215 0.084675 0.189221 Expected Total MS Cnt: 25517.8 Backgound Scale: 10.0063. ITERATION NUMBER 758. Current Log-Posterior: 388073 Step Size: -221.6733906 Smoothing Hyper-parameters: 0.485108 0.525505 0.589616 0.305734 0.217337 0.209404 Expected Total MS Cnt: 25310.1 Backgound Scale: 10.026. ITERATION NUMBER 759. Current Log-Posterior: 387495 Step Size: -577.4989549 Smoothing Hyper-parameters: 0.541613 0.517446 0.448747 0.318491 0.115872 0.212956 Expected Total MS Cnt: 25493.3 Backgound Scale: 10.0884. ITERATION NUMBER 760. Current Log-Posterior: 387060 Step Size: -435.014362 Smoothing Hyper-parameters: 0.518754 0.545444 0.538114 0.274474 0.302038 0.267604 Expected Total MS Cnt: 25379.9 Backgound Scale: 9.99827. ITERATION NUMBER 761. Current Log-Posterior: 387048 Step Size: -12.64034863 Smoothing Hyper-parameters: 0.447938 0.498522 0.543988 0.269343 0.306276 0.115098 Expected Total MS Cnt: 25255.3 Backgound Scale: 10.0887. ITERATION NUMBER 762. Current Log-Posterior: 388193 Step Size: 1145.922509 Smoothing Hyper-parameters: 0.444021 0.538262 0.495579 0.323968 0.268686 0.240246 Expected Total MS Cnt: 25349.9 Backgound Scale: 10.0132. ITERATION NUMBER 763. Current Log-Posterior: 388268 Step Size: 74.92263778 Smoothing Hyper-parameters: 0.468045 0.530453 0.433884 0.282816 0.267961 0.218451 Expected Total MS Cnt: 25516.4 Backgound Scale: 10.0087. ITERATION NUMBER 764. Current Log-Posterior: 387945 Step Size: -323.2319892 Smoothing Hyper-parameters: 0.396658 0.602401 0.496649 0.429257 0.305061 0.146687 Expected Total MS Cnt: 25615.5 Backgound Scale: 10.0404. ITERATION NUMBER 765. Current Log-Posterior: 388848 Step Size: 902.744064 Smoothing Hyper-parameters: 0.488535 0.594401 0.511816 0.286713 0.249806 0.214238 Expected Total MS Cnt: 25472.1 Backgound Scale: 9.94253. ITERATION NUMBER 766. Current Log-Posterior: 387330 Step Size: -1518.275814 Smoothing Hyper-parameters: 0.491890 0.609215 0.503305 0.386713 0.250471 0.297470 Expected Total MS Cnt: 25602.5 Backgound Scale: 9.98444. ITERATION NUMBER 767. Current Log-Posterior: 387287 Step Size: -42.30244622 Smoothing Hyper-parameters: 0.531917 0.581188 0.511653 0.339239 0.160035 0.160989 Expected Total MS Cnt: 25529 Backgound Scale: 9.96608. ITERATION NUMBER 768. Current Log-Posterior: 386739 Step Size: -548.0325804 Smoothing Hyper-parameters: 0.555152 0.557508 0.518010 0.271835 0.188309 0.272427 Expected Total MS Cnt: 25360.8 Backgound Scale: 9.99596. ITERATION NUMBER 769. Current Log-Posterior: 386565 Step Size: -174.2892931 Smoothing Hyper-parameters: 0.581091 0.559992 0.575188 0.258743 0.205134 0.151677 Expected Total MS Cnt: 25150.4 Backgound Scale: 9.98155. ITERATION NUMBER 770. Current Log-Posterior: 386179 Step Size: -385.8558422 Smoothing Hyper-parameters: 0.630530 0.501142 0.500442 0.342828 0.100030 0.139609 Expected Total MS Cnt: 25111.5 Backgound Scale: 10.0743. ITERATION NUMBER 771. Current Log-Posterior: 385839 Step Size: -340.3785232 Smoothing Hyper-parameters: 0.498446 0.570136 0.482821 0.412617 0.252398 0.187401 Expected Total MS Cnt: 24977.7 Backgound Scale: 10.0405. ITERATION NUMBER 772. Current Log-Posterior: 387286 Step Size: 1447.616762 Smoothing Hyper-parameters: 0.566170 0.587442 0.394633 0.365434 0.187626 0.077061 Expected Total MS Cnt: 25193.3 Backgound Scale: 10.0663. ITERATION NUMBER 773. Current Log-Posterior: 386409 Step Size: -877.6948798 Smoothing Hyper-parameters: 0.469493 0.634673 0.502480 0.334334 0.214558 0.113247 Expected Total MS Cnt: 25273.8 Backgound Scale: 10.0538. ITERATION NUMBER 774. Current Log-Posterior: 387473 Step Size: 1064.664531 Smoothing Hyper-parameters: 0.512410 0.561583 0.568103 0.308962 0.202505 0.179342 Expected Total MS Cnt: 25166.5 Backgound Scale: 10.0638. ITERATION NUMBER 775. Current Log-Posterior: 387023 Step Size: -450.64141 Smoothing Hyper-parameters: 0.549162 0.548297 0.453404 0.399366 0.289300 0.253288 Expected Total MS Cnt: 25161.4 Backgound Scale: 10.0877. ITERATION NUMBER 776. Current Log-Posterior: 386607 Step Size: -415.4295778 Smoothing Hyper-parameters: 0.445026 0.635146 0.477493 0.258925 0.271510 0.275183 Expected Total MS Cnt: 25126.8 Backgound Scale: 9.98285. ITERATION NUMBER 777. Current Log-Posterior: 387840 Step Size: 1232.336755 Smoothing Hyper-parameters: 0.473250 0.568784 0.545941 0.265536 0.289523 0.257284 Expected Total MS Cnt: 25472.7 Backgound Scale: 10.0175. ITERATION NUMBER 778. Current Log-Posterior: 387631 Step Size: -208.8634945 Smoothing Hyper-parameters: 0.487533 0.554098 0.450586 0.358904 0.170961 0.226785 Expected Total MS Cnt: 25117.8 Backgound Scale: 10.0696. ITERATION NUMBER 779. Current Log-Posterior: 387539 Step Size: -91.43564853 Smoothing Hyper-parameters: 0.474583 0.534117 0.414031 0.400115 0.074982 0.269825 Expected Total MS Cnt: 25231.9 Backgound Scale: 10.0703. ITERATION NUMBER 780. Current Log-Posterior: 387840 Step Size: 301.0332181 Smoothing Hyper-parameters: 0.461847 0.696653 0.570846 0.343224 0.248301 0.132895 Expected Total MS Cnt: 25227.8 Backgound Scale: 10.0468. ITERATION NUMBER 781. Current Log-Posterior: 387478 Step Size: -362.7666425 Smoothing Hyper-parameters: 0.513334 0.488613 0.448000 0.342336 0.316136 0.245146 Expected Total MS Cnt: 25022.1 Backgound Scale: 10.0725. ITERATION NUMBER 782. Current Log-Posterior: 387321 Step Size: -156.916386 Smoothing Hyper-parameters: 0.442272 0.580605 0.534196 0.299625 0.229158 0.221935 Expected Total MS Cnt: 25143.2 Backgound Scale: 9.9902. ITERATION NUMBER 783. Current Log-Posterior: 388070 Step Size: 749.3180473 Smoothing Hyper-parameters: 0.517402 0.538524 0.493149 0.246014 0.292949 0.244693 Expected Total MS Cnt: 25326.9 Backgound Scale: 10.1413. ITERATION NUMBER 784. Current Log-Posterior: 387131 Step Size: -939.4790315 Smoothing Hyper-parameters: 0.471511 0.632460 0.456098 0.303264 0.299959 0.265227 Expected Total MS Cnt: 24914.6 Backgound Scale: 9.93851. ITERATION NUMBER 785. Current Log-Posterior: 387659 Step Size: 528.4874143 Smoothing Hyper-parameters: 0.553310 0.546838 0.450742 0.270635 0.312855 0.224604 Expected Total MS Cnt: 25070.4 Backgound Scale: 10.0074. ITERATION NUMBER 786. Current Log-Posterior: 386680 Step Size: -978.7045527 Smoothing Hyper-parameters: 0.429358 0.616875 0.474993 0.259633 0.400268 0.211478 Expected Total MS Cnt: 24942.1 Backgound Scale: 10.0184. ITERATION NUMBER 787. Current Log-Posterior: 388241 Step Size: 1560.638445 Smoothing Hyper-parameters: 0.490818 0.615067 0.498104 0.303582 0.208706 0.289607 Expected Total MS Cnt: 24844.4 Backgound Scale: 10.0282. ITERATION NUMBER 788. Current Log-Posterior: 387255 Step Size: -986.3324116 Smoothing Hyper-parameters: 0.498175 0.586181 0.475868 0.343177 0.273655 0.234259 Expected Total MS Cnt: 24830.4 Backgound Scale: 10.0785. ITERATION NUMBER 789. Current Log-Posterior: 387286 Step Size: 31.56886346 Smoothing Hyper-parameters: 0.534370 0.609016 0.573823 0.341141 0.134509 0.172112 Expected Total MS Cnt: 25032.2 Backgound Scale: 10.1021. ITERATION NUMBER 790. Current Log-Posterior: 386689 Step Size: -596.8491205 Smoothing Hyper-parameters: 0.486031 0.546773 0.517999 0.291128 0.301718 0.186531 Expected Total MS Cnt: 25084.1 Backgound Scale: 10.02. ITERATION NUMBER 791. Current Log-Posterior: 387357 Step Size: 667.9946588 Smoothing Hyper-parameters: 0.465273 0.711732 0.471347 0.370943 0.229530 0.180236 Expected Total MS Cnt: 25004.1 Backgound Scale: 10.0211. ITERATION NUMBER 792. Current Log-Posterior: 387497 Step Size: 139.2375063 Smoothing Hyper-parameters: 0.458740 0.540983 0.540215 0.335419 0.295150 0.130285 Expected Total MS Cnt: 25110.3 Backgound Scale: 10.0317. ITERATION NUMBER 793. Current Log-Posterior: 387883 Step Size: 386.3604556 Smoothing Hyper-parameters: 0.542841 0.604291 0.545770 0.289129 0.181263 0.218460 Expected Total MS Cnt: 24856.5 Backgound Scale: 10.0896. ITERATION NUMBER 794. Current Log-Posterior: 386527 Step Size: -1355.445667 Smoothing Hyper-parameters: 0.537891 0.560141 0.529478 0.400489 0.116104 0.233781 Expected Total MS Cnt: 24998.5 Backgound Scale: 10.1322. ITERATION NUMBER 795. Current Log-Posterior: 386737 Step Size: 209.3961743 Smoothing Hyper-parameters: 0.579966 0.606550 0.473427 0.248564 0.177125 0.182323 Expected Total MS Cnt: 24863 Backgound Scale: 10.0401. ITERATION NUMBER 796. Current Log-Posterior: 386120 Step Size: -617.1334877 Smoothing Hyper-parameters: 0.452337 0.609045 0.554986 0.412903 0.182064 0.261367 Expected Total MS Cnt: 25184.7 Backgound Scale: 10.1014. ITERATION NUMBER 797. Current Log-Posterior: 387795 Step Size: 1675.201312 Smoothing Hyper-parameters: 0.544300 0.584389 0.518463 0.410168 0.186639 0.153986 Expected Total MS Cnt: 24922.4 Backgound Scale: 10.0977. ITERATION NUMBER 798. Current Log-Posterior: 386572 Step Size: -1223.12844 Smoothing Hyper-parameters: 0.469881 0.651892 0.539585 0.374271 0.208769 0.288856 Expected Total MS Cnt: 24906.7 Backgound Scale: 10.0978. ITERATION NUMBER 799. Current Log-Posterior: 387463 Step Size: 891.6140951 Smoothing Hyper-parameters: 0.475822 0.603054 0.411402 0.483527 0.257743 0.236023 Expected Total MS Cnt: 24916.1 Backgound Scale: 10.1547. ITERATION NUMBER 800. Current Log-Posterior: 387601 Step Size: 137.1231625 Smoothing Hyper-parameters: 0.520724 0.554598 0.493871 0.270030 0.295128 0.331255 Expected Total MS Cnt: 25003.5 Backgound Scale: 10.1158. ITERATION NUMBER 801. Current Log-Posterior: 386909 Step Size: -691.9914936 Smoothing Hyper-parameters: 0.516484 0.563525 0.513029 0.318472 0.206765 0.401730 Expected Total MS Cnt: 25065 Backgound Scale: 10.0477. ITERATION NUMBER 802. Current Log-Posterior: 387037 Step Size: 128.0391537 Smoothing Hyper-parameters: 0.532554 0.601841 0.475029 0.291895 0.186895 0.194547 Expected Total MS Cnt: 25081 Backgound Scale: 10.0818. ITERATION NUMBER 803. Current Log-Posterior: 386804 Step Size: -232.9182414 Smoothing Hyper-parameters: 0.554606 0.547843 0.464660 0.378540 0.233771 0.259208 Expected Total MS Cnt: 24960.7 Backgound Scale: 10.1202. ITERATION NUMBER 804. Current Log-Posterior: 386539 Step Size: -264.3559204 Smoothing Hyper-parameters: 0.502172 0.579405 0.528249 0.220427 0.231552 0.179460 Expected Total MS Cnt: 24943 Backgound Scale: 10.073. ITERATION NUMBER 805. Current Log-Posterior: 387181 Step Size: 641.6510389 Smoothing Hyper-parameters: 0.569574 0.615299 0.398599 0.305497 0.191341 0.182133 Expected Total MS Cnt: 24979.8 Backgound Scale: 10.0372. ITERATION NUMBER 806. Current Log-Posterior: 386306 Step Size: -875.3117656 Smoothing Hyper-parameters: 0.469812 0.585485 0.548588 0.222736 0.172583 0.183007 Expected Total MS Cnt: 25392.8 Backgound Scale: 10.0845. ITERATION NUMBER 807. Current Log-Posterior: 387558 Step Size: 1252.633473 Smoothing Hyper-parameters: 0.497447 0.640366 0.483016 0.333161 0.147518 0.236534 Expected Total MS Cnt: 25169.2 Backgound Scale: 10.0275. ITERATION NUMBER 808. Current Log-Posterior: 387081 Step Size: -477.4813637 Smoothing Hyper-parameters: 0.491860 0.582800 0.419959 0.364315 0.237548 0.134857 Expected Total MS Cnt: 25604.6 Backgound Scale: 10.0598. ITERATION NUMBER 809. Current Log-Posterior: 387441 Step Size: 360.3430764 Smoothing Hyper-parameters: 0.564825 0.576069 0.475850 0.265820 0.423260 0.179523 Expected Total MS Cnt: 25703.8 Backgound Scale: 9.93026. ITERATION NUMBER 810. Current Log-Posterior: 386470 Step Size: -970.9483315 Smoothing Hyper-parameters: 0.598622 0.514524 0.482482 0.316588 0.255084 0.247298 Expected Total MS Cnt: 25677.1 Backgound Scale: 10.0083. ITERATION NUMBER 811. Current Log-Posterior: 386184 Step Size: -286.2805413 Smoothing Hyper-parameters: 0.593563 0.498775 0.501728 0.419537 0.282258 0.277777 Expected Total MS Cnt: 25525.1 Backgound Scale: 9.94842. ITERATION NUMBER 812. Current Log-Posterior: 386246 Step Size: 61.9837047 Smoothing Hyper-parameters: 0.519527 0.593858 0.549520 0.337515 0.272268 0.264497 Expected Total MS Cnt: 25686.2 Backgound Scale: 9.97125. ITERATION NUMBER 813. Current Log-Posterior: 386823 Step Size: 576.705632 Smoothing Hyper-parameters: 0.606337 0.549501 0.462702 0.467873 0.135369 0.143880 Expected Total MS Cnt: 25538 Backgound Scale: 9.92477. ITERATION NUMBER 814. Current Log-Posterior: 386022 Step Size: -800.948659 Smoothing Hyper-parameters: 0.608118 0.547577 0.435777 0.371525 0.079515 0.122542 Expected Total MS Cnt: 25770.1 Backgound Scale: 10.0387. ITERATION NUMBER 815. Current Log-Posterior: 386053 Step Size: 31.75961131 Smoothing Hyper-parameters: 0.588633 0.484565 0.521230 0.233709 0.245358 0.237785 Expected Total MS Cnt: 25253.3 Backgound Scale: 10.0224. ITERATION NUMBER 816. Current Log-Posterior: 386479 Step Size: 425.265286 Smoothing Hyper-parameters: 0.468086 0.710744 0.465796 0.234622 0.267530 0.149641 Expected Total MS Cnt: 25298.4 Backgound Scale: 10.0311. ITERATION NUMBER 817. Current Log-Posterior: 387473 Step Size: 994.2088293 Smoothing Hyper-parameters: 0.555574 0.603055 0.429078 0.228715 0.286519 0.385462 Expected Total MS Cnt: 25277.5 Backgound Scale: 9.97656. ITERATION NUMBER 818. Current Log-Posterior: 386501 Step Size: -972.3885271 Smoothing Hyper-parameters: 0.398022 0.626214 0.564682 0.305368 0.162448 0.242991 Expected Total MS Cnt: 25527.5 Backgound Scale: 9.9993. ITERATION NUMBER 819. Current Log-Posterior: 388820 Step Size: 2319.499866 Smoothing Hyper-parameters: 0.500372 0.589855 0.498519 0.363921 0.220808 0.176692 Expected Total MS Cnt: 25417.9 Backgound Scale: 10.015. ITERATION NUMBER 820. Current Log-Posterior: 387145 Step Size: -1674.699088 Smoothing Hyper-parameters: 0.441224 0.576831 0.458891 0.276916 0.179093 0.346374 Expected Total MS Cnt: 25537 Backgound Scale: 9.99284. ITERATION NUMBER 821. Current Log-Posterior: 388245 Step Size: 1099.892714 Smoothing Hyper-parameters: 0.420214 0.635327 0.567426 0.342488 0.247877 0.259931 Expected Total MS Cnt: 25718.1 Backgound Scale: 9.9485. ITERATION NUMBER 822. Current Log-Posterior: 388356 Step Size: 111.195463 Smoothing Hyper-parameters: 0.506413 0.623055 0.449111 0.309301 0.197492 0.237036 Expected Total MS Cnt: 25990.8 Backgound Scale: 9.98975. ITERATION NUMBER 823. Current Log-Posterior: 387093 Step Size: -1263.871734 Smoothing Hyper-parameters: 0.479194 0.589668 0.518767 0.277774 0.261180 0.209140 Expected Total MS Cnt: 25922.5 Backgound Scale: 9.8889. ITERATION NUMBER 824. Current Log-Posterior: 387540 Step Size: 447.0272297 Smoothing Hyper-parameters: 0.484128 0.590995 0.454101 0.385228 0.266747 0.209139 Expected Total MS Cnt: 26034.4 Backgound Scale: 9.93594. ITERATION NUMBER 825. Current Log-Posterior: 387419 Step Size: -120.2988059 Smoothing Hyper-parameters: 0.480251 0.634478 0.472502 0.275653 0.350338 0.258589 Expected Total MS Cnt: 25804.1 Backgound Scale: 9.92486. ITERATION NUMBER 826. Current Log-Posterior: 387528 Step Size: 109.0493101 Smoothing Hyper-parameters: 0.519535 0.604001 0.487653 0.336310 0.220017 0.325747 Expected Total MS Cnt: 25742.1 Backgound Scale: 10.0039. ITERATION NUMBER 827. Current Log-Posterior: 387114 Step Size: -414.6595743 Smoothing Hyper-parameters: 0.521172 0.568099 0.478382 0.335360 0.231674 0.270431 Expected Total MS Cnt: 25722.3 Backgound Scale: 9.94613. ITERATION NUMBER 828. Current Log-Posterior: 386968 Step Size: -145.4630884 Smoothing Hyper-parameters: 0.424286 0.568067 0.551605 0.451930 0.322584 0.255544 Expected Total MS Cnt: 26252.3 Backgound Scale: 9.97007. ITERATION NUMBER 829. Current Log-Posterior: 388413 Step Size: 1445.193301 Smoothing Hyper-parameters: 0.486321 0.623711 0.555505 0.272487 0.182348 0.177102 Expected Total MS Cnt: 25900.1 Backgound Scale: 9.90165. ITERATION NUMBER 830. Current Log-Posterior: 387499 Step Size: -913.9344958 Smoothing Hyper-parameters: 0.455432 0.584803 0.553653 0.378728 0.211390 0.117174 Expected Total MS Cnt: 25825.9 Backgound Scale: 9.97056. ITERATION NUMBER 831. Current Log-Posterior: 387839 Step Size: 339.1650223 Smoothing Hyper-parameters: 0.438551 0.570954 0.534939 0.336878 0.160197 0.149249 Expected Total MS Cnt: 25458.9 Backgound Scale: 9.9624. ITERATION NUMBER 832. Current Log-Posterior: 388202 Step Size: 363.4445298 Smoothing Hyper-parameters: 0.469099 0.553717 0.524207 0.298430 0.345439 0.209731 Expected Total MS Cnt: 25340 Backgound Scale: 10.0186. ITERATION NUMBER 833. Current Log-Posterior: 387820 Step Size: -382.5056089 Smoothing Hyper-parameters: 0.433588 0.658684 0.504217 0.413381 0.130956 0.368877 Expected Total MS Cnt: 25452.9 Backgound Scale: 10.025. ITERATION NUMBER 834. Current Log-Posterior: 388087 Step Size: 267.265998 Smoothing Hyper-parameters: 0.467797 0.582496 0.509517 0.333729 0.335451 0.273620 Expected Total MS Cnt: 25348.3 Backgound Scale: 10.0331. ITERATION NUMBER 835. Current Log-Posterior: 387798 Step Size: -288.6503896 Smoothing Hyper-parameters: 0.467776 0.606704 0.470817 0.283136 0.271203 0.192853 Expected Total MS Cnt: 25480.5 Backgound Scale: 9.98218. ITERATION NUMBER 836. Current Log-Posterior: 387733 Step Size: -65.33845927 Smoothing Hyper-parameters: 0.481397 0.533614 0.468378 0.296828 0.280662 0.293653 Expected Total MS Cnt: 25565.5 Backgound Scale: 9.93553. ITERATION NUMBER 837. Current Log-Posterior: 387701 Step Size: -31.81146809 Smoothing Hyper-parameters: 0.519921 0.584355 0.394685 0.260931 0.189395 0.132349 Expected Total MS Cnt: 25725.4 Backgound Scale: 9.9969. ITERATION NUMBER 838. Current Log-Posterior: 387148 Step Size: -553.4035083 Smoothing Hyper-parameters: 0.546301 0.460975 0.538400 0.238366 0.177981 0.124518 Expected Total MS Cnt: 25478.7 Backgound Scale: 9.98111. ITERATION NUMBER 839. Current Log-Posterior: 386981 Step Size: -166.3524715 Smoothing Hyper-parameters: 0.490394 0.590988 0.562147 0.297919 0.245660 0.178697 Expected Total MS Cnt: 25481.9 Backgound Scale: 10.0492. ITERATION NUMBER 840. Current Log-Posterior: 387392 Step Size: 410.4838788 Smoothing Hyper-parameters: 0.536045 0.583136 0.496447 0.415130 0.219950 0.247340 Expected Total MS Cnt: 25249 Backgound Scale: 9.96294. ITERATION NUMBER 841. Current Log-Posterior: 386726 Step Size: -665.4414952 Smoothing Hyper-parameters: 0.537164 0.552308 0.526730 0.364887 0.193179 0.173088 Expected Total MS Cnt: 25413.2 Backgound Scale: 10.0222. ITERATION NUMBER 842. Current Log-Posterior: 386800 Step Size: 73.72406575 Smoothing Hyper-parameters: 0.563360 0.588921 0.437540 0.391135 0.082110 0.251669 Expected Total MS Cnt: 25631.6 Backgound Scale: 10.0138. ITERATION NUMBER 843. Current Log-Posterior: 386356 Step Size: -443.7919915 Smoothing Hyper-parameters: 0.442605 0.570307 0.542467 0.316014 0.325974 0.162028 Expected Total MS Cnt: 25334.1 Backgound Scale: 9.98765. ITERATION NUMBER 844. Current Log-Posterior: 388108 Step Size: 1751.386871 Smoothing Hyper-parameters: 0.450319 0.546269 0.427504 0.403885 0.152229 0.203020 Expected Total MS Cnt: 25276.5 Backgound Scale: 10.0668. ITERATION NUMBER 845. Current Log-Posterior: 388138 Step Size: 30.85138194 Smoothing Hyper-parameters: 0.498012 0.584872 0.561359 0.355554 0.183074 0.335987 Expected Total MS Cnt: 25674.3 Backgound Scale: 9.99668. ITERATION NUMBER 846. Current Log-Posterior: 387211 Step Size: -927.496065 Smoothing Hyper-parameters: 0.544127 0.576756 0.440413 0.462987 0.291491 0.297345 Expected Total MS Cnt: 25536.1 Backgound Scale: 9.92341. ITERATION NUMBER 847. Current Log-Posterior: 386604 Step Size: -607.184467 Smoothing Hyper-parameters: 0.469234 0.589503 0.549834 0.349612 0.301445 0.227978 Expected Total MS Cnt: 25371.3 Backgound Scale: 10.053. ITERATION NUMBER 848. Current Log-Posterior: 387562 Step Size: 957.8922176 Smoothing Hyper-parameters: 0.518998 0.555583 0.431506 0.273215 0.288590 0.272818 Expected Total MS Cnt: 25143.3 Backgound Scale: 9.99512. ITERATION NUMBER 849. Current Log-Posterior: 386968 Step Size: -593.467094 Smoothing Hyper-parameters: 0.516502 0.512929 0.492132 0.203968 0.214495 0.202618 Expected Total MS Cnt: 25615.2 Backgound Scale: 9.92683. ITERATION NUMBER 850. Current Log-Posterior: 387299 Step Size: 331.2228616 Smoothing Hyper-parameters: 0.435782 0.621233 0.448583 0.333613 0.188088 0.253106 Expected Total MS Cnt: 25223.3 Backgound Scale: 9.97143. ITERATION NUMBER 851. Current Log-Posterior: 388091 Step Size: 791.2369285 Smoothing Hyper-parameters: 0.421494 0.563779 0.517585 0.317307 0.330411 0.389484 Expected Total MS Cnt: 25413.6 Backgound Scale: 10.0416. ITERATION NUMBER 852. Current Log-Posterior: 388513 Step Size: 421.866651 Smoothing Hyper-parameters: 0.424156 0.541086 0.547894 0.400375 0.167420 0.245410 Expected Total MS Cnt: 25282.4 Backgound Scale: 10.0567. ITERATION NUMBER 853. Current Log-Posterior: 388386 Step Size: -126.9134621 Smoothing Hyper-parameters: 0.413564 0.585552 0.485838 0.251697 0.232280 0.269894 Expected Total MS Cnt: 25089.2 Backgound Scale: 10.0454. ITERATION NUMBER 854. Current Log-Posterior: 388559 Step Size: 172.9396192 Smoothing Hyper-parameters: 0.492936 0.513578 0.553559 0.338439 0.165479 0.111191 Expected Total MS Cnt: 25347.7 Backgound Scale: 9.98629. ITERATION NUMBER 855. Current Log-Posterior: 387505 Step Size: -1053.888908 Smoothing Hyper-parameters: 0.433984 0.630041 0.490450 0.362114 0.316284 0.211240 Expected Total MS Cnt: 25460.6 Backgound Scale: 10.0558. ITERATION NUMBER 856. Current Log-Posterior: 388117 Step Size: 612.6778161 Smoothing Hyper-parameters: 0.538378 0.583911 0.517829 0.341611 0.340144 0.221838 Expected Total MS Cnt: 25329.2 Backgound Scale: 9.99437. ITERATION NUMBER 857. Current Log-Posterior: 386686 Step Size: -1431.744514 Smoothing Hyper-parameters: 0.464016 0.744659 0.547191 0.330207 0.178475 0.175619 Expected Total MS Cnt: 25300.9 Backgound Scale: 9.95816. ITERATION NUMBER 858. Current Log-Posterior: 387304 Step Size: 618.0965702 Smoothing Hyper-parameters: 0.499869 0.568487 0.574392 0.422488 0.274722 0.223441 Expected Total MS Cnt: 25292.6 Backgound Scale: 10.0122. ITERATION NUMBER 859. Current Log-Posterior: 387176 Step Size: -127.7049206 Smoothing Hyper-parameters: 0.437257 0.545379 0.528621 0.318939 0.166290 0.264632 Expected Total MS Cnt: 25474.6 Backgound Scale: 9.98228. ITERATION NUMBER 860. Current Log-Posterior: 388238 Step Size: 1061.714266 Smoothing Hyper-parameters: 0.455881 0.630067 0.492158 0.259564 0.382789 0.234545 Expected Total MS Cnt: 25774.6 Backgound Scale: 9.95396. ITERATION NUMBER 861. Current Log-Posterior: 387857 Step Size: -380.8921351 Smoothing Hyper-parameters: 0.502216 0.606394 0.604783 0.320869 0.240680 0.275193 Expected Total MS Cnt: 25463.9 Backgound Scale: 9.89401. ITERATION NUMBER 862. Current Log-Posterior: 387046 Step Size: -810.5053977 Smoothing Hyper-parameters: 0.503378 0.586635 0.587161 0.345860 0.245281 0.254413 Expected Total MS Cnt: 25566.1 Backgound Scale: 9.94541. ITERATION NUMBER 863. Current Log-Posterior: 387069 Step Size: 23.13855475 Smoothing Hyper-parameters: 0.523728 0.588035 0.549055 0.434583 0.299524 0.161648 Expected Total MS Cnt: 25678.6 Backgound Scale: 9.92816. ITERATION NUMBER 864. Current Log-Posterior: 386812 Step Size: -257.4536176 Smoothing Hyper-parameters: 0.537098 0.526200 0.454305 0.215221 0.200090 0.223813 Expected Total MS Cnt: 25516.2 Backgound Scale: 9.95946. ITERATION NUMBER 865. Current Log-Posterior: 387020 Step Size: 208.139641 Smoothing Hyper-parameters: 0.428309 0.564829 0.507793 0.438799 0.193411 0.240044 Expected Total MS Cnt: 25642 Backgound Scale: 9.98568. ITERATION NUMBER 866. Current Log-Posterior: 388433 Step Size: 1413.001333 Smoothing Hyper-parameters: 0.444436 0.617813 0.536132 0.412756 0.223337 0.179026 Expected Total MS Cnt: 25614.8 Backgound Scale: 9.86782. ITERATION NUMBER 867. Current Log-Posterior: 387878 Step Size: -555.4171601 Smoothing Hyper-parameters: 0.493558 0.627251 0.571926 0.401477 0.210819 0.211823 Expected Total MS Cnt: 25475.9 Backgound Scale: 9.97007. ITERATION NUMBER 868. Current Log-Posterior: 387183 Step Size: -695.1072093 Smoothing Hyper-parameters: 0.497530 0.648204 0.533156 0.311100 0.264270 0.171458 Expected Total MS Cnt: 25618.3 Backgound Scale: 9.96759. ITERATION NUMBER 869. Current Log-Posterior: 387107 Step Size: -75.74905716 Smoothing Hyper-parameters: 0.559594 0.565129 0.548506 0.378199 0.186427 0.200786 Expected Total MS Cnt: 25388.5 Backgound Scale: 9.96231. ITERATION NUMBER 870. Current Log-Posterior: 386439 Step Size: -667.6616347 Smoothing Hyper-parameters: 0.503534 0.577697 0.479745 0.266127 0.288648 0.265635 Expected Total MS Cnt: 25512.9 Backgound Scale: 9.94634. ITERATION NUMBER 871. Current Log-Posterior: 387327 Step Size: 887.5486968 Smoothing Hyper-parameters: 0.447296 0.578570 0.531240 0.345776 0.189436 0.218985 Expected Total MS Cnt: 25617.7 Backgound Scale: 9.94999. ITERATION NUMBER 872. Current Log-Posterior: 388032 Step Size: 705.5892813 Smoothing Hyper-parameters: 0.456418 0.582731 0.477124 0.246713 0.264109 0.174314 Expected Total MS Cnt: 25761.2 Backgound Scale: 9.91858. ITERATION NUMBER 873. Current Log-Posterior: 387963 Step Size: -69.09675929 Smoothing Hyper-parameters: 0.502883 0.560403 0.496411 0.428369 0.251053 0.188355 Expected Total MS Cnt: 25794.8 Backgound Scale: 9.95014. ITERATION NUMBER 874. Current Log-Posterior: 387231 Step Size: -731.9614204 Smoothing Hyper-parameters: 0.512073 0.614247 0.498325 0.232359 0.282238 0.240261 Expected Total MS Cnt: 25784.1 Backgound Scale: 9.94365. ITERATION NUMBER 875. Current Log-Posterior: 386945 Step Size: -286.3880812 Smoothing Hyper-parameters: 0.436091 0.583098 0.465293 0.308409 0.198112 0.312019 Expected Total MS Cnt: 25779.3 Backgound Scale: 9.92363. ITERATION NUMBER 876. Current Log-Posterior: 388398 Step Size: 1453.24617 Smoothing Hyper-parameters: 0.525502 0.534955 0.485593 0.366957 0.133813 0.271568 Expected Total MS Cnt: 25578.3 Backgound Scale: 10.0537. ITERATION NUMBER 877. Current Log-Posterior: 387109 Step Size: -1288.802322 Smoothing Hyper-parameters: 0.553859 0.552900 0.502234 0.359599 0.222217 0.201963 Expected Total MS Cnt: 25550.9 Backgound Scale: 9.92033. ITERATION NUMBER 878. Current Log-Posterior: 386628 Step Size: -481.1034531 Smoothing Hyper-parameters: 0.466820 0.587099 0.543859 0.210040 0.321258 0.227205 Expected Total MS Cnt: 25694.8 Backgound Scale: 9.86776. ITERATION NUMBER 879. Current Log-Posterior: 387747 Step Size: 1119.214278 Smoothing Hyper-parameters: 0.437221 0.597288 0.489863 0.376353 0.313831 0.212381 Expected Total MS Cnt: 26197.8 Backgound Scale: 9.89746. ITERATION NUMBER 880. Current Log-Posterior: 388260 Step Size: 512.058041 Smoothing Hyper-parameters: 0.550083 0.562510 0.521910 0.336376 0.198265 0.259161 Expected Total MS Cnt: 25896.5 Backgound Scale: 9.88921. ITERATION NUMBER 881. Current Log-Posterior: 386729 Step Size: -1530.693863 Smoothing Hyper-parameters: 0.512363 0.665834 0.532205 0.211480 0.296397 0.304760 Expected Total MS Cnt: 26278.6 Backgound Scale: 9.93712. ITERATION NUMBER 882. Current Log-Posterior: 386874 Step Size: 144.8189362 Smoothing Hyper-parameters: 0.511495 0.674398 0.508186 0.214270 0.211597 0.236180 Expected Total MS Cnt: 25754 Backgound Scale: 9.90535. ITERATION NUMBER 883. Current Log-Posterior: 386857 Step Size: -16.65957753 Smoothing Hyper-parameters: 0.501804 0.542745 0.461459 0.319900 0.231774 0.238585 Expected Total MS Cnt: 26047.6 Backgound Scale: 9.89538. ITERATION NUMBER 884. Current Log-Posterior: 387380 Step Size: 522.9311627 Smoothing Hyper-parameters: 0.502090 0.635827 0.518193 0.284167 0.137744 0.141785 Expected Total MS Cnt: 25887.5 Backgound Scale: 9.88038. ITERATION NUMBER 885. Current Log-Posterior: 387191 Step Size: -189.0014946 Smoothing Hyper-parameters: 0.464355 0.567684 0.529649 0.329473 0.253695 0.160779 Expected Total MS Cnt: 25881.8 Backgound Scale: 9.95483. ITERATION NUMBER 886. Current Log-Posterior: 387874 Step Size: 682.9756809 Smoothing Hyper-parameters: 0.469763 0.673902 0.467092 0.294386 0.382765 0.157765 Expected Total MS Cnt: 25762.6 Backgound Scale: 9.90565. ITERATION NUMBER 887. Current Log-Posterior: 387545 Step Size: -328.5471028 Smoothing Hyper-parameters: 0.530423 0.654669 0.525850 0.385444 0.155019 0.185481 Expected Total MS Cnt: 25734.5 Backgound Scale: 9.88757. ITERATION NUMBER 888. Current Log-Posterior: 386662 Step Size: -882.9245331 Smoothing Hyper-parameters: 0.516715 0.591195 0.456162 0.355148 0.263829 0.108625 Expected Total MS Cnt: 25891.8 Backgound Scale: 9.94127. ITERATION NUMBER 889. Current Log-Posterior: 387033 Step Size: 370.8361427 Smoothing Hyper-parameters: 0.510426 0.624120 0.462791 0.414919 0.273673 0.286396 Expected Total MS Cnt: 26194.6 Backgound Scale: 9.9607. ITERATION NUMBER 890. Current Log-Posterior: 386995 Step Size: -38.37781788 Smoothing Hyper-parameters: 0.557076 0.584204 0.411574 0.350000 0.191614 0.314550 Expected Total MS Cnt: 25750.2 Backgound Scale: 9.98173. ITERATION NUMBER 891. Current Log-Posterior: 386546 Step Size: -449.3287318 Smoothing Hyper-parameters: 0.579101 0.553250 0.611056 0.359080 0.204823 0.317412 Expected Total MS Cnt: 25575.5 Backgound Scale: 10.0509. ITERATION NUMBER 892. Current Log-Posterior: 386171 Step Size: -374.9653838 Smoothing Hyper-parameters: 0.587284 0.548872 0.585686 0.317476 0.155960 0.254461 Expected Total MS Cnt: 25366.1 Backgound Scale: 10.0029. ITERATION NUMBER 893. Current Log-Posterior: 386138 Step Size: -32.16725955 Smoothing Hyper-parameters: 0.555487 0.569857 0.543187 0.260251 0.353262 0.249244 Expected Total MS Cnt: 25774.5 Backgound Scale: 9.95734. ITERATION NUMBER 894. Current Log-Posterior: 386469 Step Size: 330.2749991 Smoothing Hyper-parameters: 0.455185 0.677398 0.453542 0.222609 0.334355 0.176713 Expected Total MS Cnt: 25461 Backgound Scale: 9.92551. ITERATION NUMBER 895. Current Log-Posterior: 387671 Step Size: 1201.973402 Smoothing Hyper-parameters: 0.556193 0.551543 0.480766 0.330529 0.256320 0.234326 Expected Total MS Cnt: 25838.6 Backgound Scale: 9.94567. ITERATION NUMBER 896. Current Log-Posterior: 386600 Step Size: -1070.777874 Smoothing Hyper-parameters: 0.582306 0.581524 0.525218 0.335495 0.227821 0.135352 Expected Total MS Cnt: 25940.8 Backgound Scale: 9.92063. ITERATION NUMBER 897. Current Log-Posterior: 386143 Step Size: -457.0005871 Smoothing Hyper-parameters: 0.464245 0.535140 0.491028 0.378398 0.196776 0.119092 Expected Total MS Cnt: 25905.3 Backgound Scale: 9.89012. ITERATION NUMBER 898. Current Log-Posterior: 387934 Step Size: 1790.715719 Smoothing Hyper-parameters: 0.579330 0.528330 0.437170 0.377889 0.203006 0.331391 Expected Total MS Cnt: 25824.4 Backgound Scale: 9.93576. ITERATION NUMBER 899. Current Log-Posterior: 386433 Step Size: -1500.413362 Smoothing Hyper-parameters: 0.488707 0.643597 0.508985 0.316687 0.258953 0.162249 Expected Total MS Cnt: 25825.6 Backgound Scale: 10.0006. ITERATION NUMBER 900. Current Log-Posterior: 387199 Step Size: 765.3916821 Smoothing Hyper-parameters: 0.532922 0.619117 0.495064 0.370411 0.180655 0.213816 Expected Total MS Cnt: 25801.3 Backgound Scale: 9.94184. ITERATION NUMBER 901. Current Log-Posterior: 386600 Step Size: -598.3111756 Smoothing Hyper-parameters: 0.500795 0.513401 0.566487 0.242736 0.329974 0.146984 Expected Total MS Cnt: 25806 Backgound Scale: 10.0208. ITERATION NUMBER 902. Current Log-Posterior: 387311 Step Size: 710.8333777 Smoothing Hyper-parameters: 0.554361 0.512624 0.464785 0.437764 0.195632 0.353775 Expected Total MS Cnt: 26056.8 Backgound Scale: 9.95111. ITERATION NUMBER 903. Current Log-Posterior: 386723 Step Size: -587.8637394 Smoothing Hyper-parameters: 0.509195 0.562508 0.568143 0.291664 0.291035 0.134509 Expected Total MS Cnt: 25856.9 Backgound Scale: 9.931. ITERATION NUMBER 904. Current Log-Posterior: 387039 Step Size: 315.5242365 Smoothing Hyper-parameters: 0.419074 0.580627 0.523454 0.251097 0.255337 0.210757 Expected Total MS Cnt: 26181.8 Backgound Scale: 9.87421. ITERATION NUMBER 905. Current Log-Posterior: 388555 Step Size: 1516.24632 Smoothing Hyper-parameters: 0.457172 0.641077 0.453411 0.464372 0.230029 0.166218 Expected Total MS Cnt: 26117.3 Backgound Scale: 9.83463. ITERATION NUMBER 906. Current Log-Posterior: 387681 Step Size: -874.1359642 Smoothing Hyper-parameters: 0.529159 0.572591 0.444761 0.377169 0.240481 0.154210 Expected Total MS Cnt: 26307.2 Backgound Scale: 9.90646. ITERATION NUMBER 907. Current Log-Posterior: 387002 Step Size: -679.0105282 Smoothing Hyper-parameters: 0.600198 0.558302 0.531094 0.260819 0.314318 0.212548 Expected Total MS Cnt: 26632.7 Backgound Scale: 9.87112. ITERATION NUMBER 908. Current Log-Posterior: 386092 Step Size: -909.654496 Smoothing Hyper-parameters: 0.444358 0.647780 0.479279 0.233271 0.332608 0.162353 Expected Total MS Cnt: 26533.7 Backgound Scale: 9.81602. ITERATION NUMBER 909. Current Log-Posterior: 388049 Step Size: 1956.778583 Smoothing Hyper-parameters: 0.560599 0.578848 0.563942 0.205487 0.204032 0.087160 Expected Total MS Cnt: 26713.1 Backgound Scale: 9.76519. ITERATION NUMBER 910. Current Log-Posterior: 386431 Step Size: -1617.75025 Smoothing Hyper-parameters: 0.501135 0.672387 0.493277 0.283171 0.223421 0.163562 Expected Total MS Cnt: 26887.5 Backgound Scale: 9.78345. ITERATION NUMBER 911. Current Log-Posterior: 387053 Step Size: 621.2972868 Smoothing Hyper-parameters: 0.511023 0.540815 0.433254 0.306125 0.229084 0.284266 Expected Total MS Cnt: 26558.8 Backgound Scale: 9.81529. ITERATION NUMBER 912. Current Log-Posterior: 387223 Step Size: 170.1706053 Smoothing Hyper-parameters: 0.502472 0.673550 0.508034 0.260146 0.367130 0.204612 Expected Total MS Cnt: 26881.6 Backgound Scale: 9.80522. ITERATION NUMBER 913. Current Log-Posterior: 387101 Step Size: -121.5265009 Smoothing Hyper-parameters: 0.553537 0.681025 0.464738 0.279978 0.199306 0.135928 Expected Total MS Cnt: 26661 Backgound Scale: 9.82036. ITERATION NUMBER 914. Current Log-Posterior: 386392 Step Size: -709.6785808 Smoothing Hyper-parameters: 0.437187 0.585584 0.470946 0.421634 0.208259 0.292883 Expected Total MS Cnt: 26246.1 Backgound Scale: 9.91629. ITERATION NUMBER 915. Current Log-Posterior: 388142 Step Size: 1750.451508 Smoothing Hyper-parameters: 0.571694 0.585003 0.546874 0.218882 0.185248 0.304981 Expected Total MS Cnt: 26558.9 Backgound Scale: 9.84511. ITERATION NUMBER 916. Current Log-Posterior: 386367 Step Size: -1774.67227 Smoothing Hyper-parameters: 0.506700 0.625420 0.538725 0.337199 0.235865 0.147230 Expected Total MS Cnt: 26585.9 Backgound Scale: 9.94427. ITERATION NUMBER 917. Current Log-Posterior: 386980 Step Size: 612.4805427 Smoothing Hyper-parameters: 0.530933 0.644547 0.484951 0.216518 0.224188 0.247591 Expected Total MS Cnt: 26450.1 Backgound Scale: 9.83259. ITERATION NUMBER 918. Current Log-Posterior: 386662 Step Size: -317.5186024 Smoothing Hyper-parameters: 0.447061 0.567271 0.548612 0.439907 0.225950 0.224074 Expected Total MS Cnt: 26434.1 Backgound Scale: 9.82015. ITERATION NUMBER 919. Current Log-Posterior: 388040 Step Size: 1377.931745 Smoothing Hyper-parameters: 0.518398 0.673537 0.460883 0.273937 0.362391 0.033592 Expected Total MS Cnt: 26494.3 Backgound Scale: 9.86868. ITERATION NUMBER 920. Current Log-Posterior: 386835 Step Size: -1205.050092 Smoothing Hyper-parameters: 0.472763 0.566306 0.425537 0.419662 0.241341 0.240183 Expected Total MS Cnt: 26518.3 Backgound Scale: 9.83686. ITERATION NUMBER 921. Current Log-Posterior: 387735 Step Size: 900.2435555 Smoothing Hyper-parameters: 0.500098 0.636900 0.503873 0.322569 0.283254 0.255145 Expected Total MS Cnt: 26455.2 Backgound Scale: 9.88328. ITERATION NUMBER 922. Current Log-Posterior: 387156 Step Size: -579.4721206 Smoothing Hyper-parameters: 0.495766 0.621744 0.515057 0.372471 0.309407 0.219753 Expected Total MS Cnt: 26395.5 Backgound Scale: 9.84295. ITERATION NUMBER 923. Current Log-Posterior: 387228 Step Size: 72.43418708 Smoothing Hyper-parameters: 0.481687 0.556461 0.549362 0.344515 0.192067 0.141704 Expected Total MS Cnt: 26023.7 Backgound Scale: 9.92504. ITERATION NUMBER 924. Current Log-Posterior: 387491 Step Size: 262.6273815 Smoothing Hyper-parameters: 0.454680 0.660869 0.407822 0.422936 0.271398 0.181762 Expected Total MS Cnt: 25954.6 Backgound Scale: 9.90695. ITERATION NUMBER 925. Current Log-Posterior: 387707 Step Size: 216.2744523 Smoothing Hyper-parameters: 0.499226 0.568032 0.522343 0.380644 0.148504 0.147975 Expected Total MS Cnt: 25590.1 Backgound Scale: 9.96488. ITERATION NUMBER 926. Current Log-Posterior: 387265 Step Size: -442.3090898 Smoothing Hyper-parameters: 0.549811 0.498448 0.504024 0.343086 0.223459 0.224999 Expected Total MS Cnt: 25696.3 Backgound Scale: 9.96117. ITERATION NUMBER 927. Current Log-Posterior: 386805 Step Size: -460.2210958 Smoothing Hyper-parameters: 0.510950 0.540754 0.504922 0.347213 0.396515 0.287745 Expected Total MS Cnt: 25652.6 Backgound Scale: 9.99311. ITERATION NUMBER 928. Current Log-Posterior: 387209 Step Size: 404.3551533 Smoothing Hyper-parameters: 0.430269 0.620191 0.433746 0.268175 0.338980 0.203492 Expected Total MS Cnt: 25564.5 Backgound Scale: 9.90307. ITERATION NUMBER 929. Current Log-Posterior: 388197 Step Size: 987.7663378 Smoothing Hyper-parameters: 0.482235 0.588108 0.580806 0.371756 0.266181 0.171725 Expected Total MS Cnt: 25687.4 Backgound Scale: 9.98727. ITERATION NUMBER 930. Current Log-Posterior: 387468 Step Size: -728.5599709 Smoothing Hyper-parameters: 0.488296 0.583676 0.474636 0.400668 0.229137 0.151176 Expected Total MS Cnt: 25430.2 Backgound Scale: 10.0096. ITERATION NUMBER 931. Current Log-Posterior: 387292 Step Size: -176.3041154 Smoothing Hyper-parameters: 0.522825 0.611993 0.426826 0.304680 0.153877 0.127522 Expected Total MS Cnt: 25279.1 Backgound Scale: 9.96323. ITERATION NUMBER 932. Current Log-Posterior: 386881 Step Size: -410.6405319 Smoothing Hyper-parameters: 0.397005 0.622864 0.534899 0.348511 0.204889 0.242557 Expected Total MS Cnt: 25277.9 Backgound Scale: 9.97594. ITERATION NUMBER 933. Current Log-Posterior: 388782 Step Size: 1900.363716 Smoothing Hyper-parameters: 0.464912 0.583202 0.559276 0.426085 0.245369 0.273800 Expected Total MS Cnt: 25432.7 Backgound Scale: 10.036. ITERATION NUMBER 934. Current Log-Posterior: 387669 Step Size: -1112.954751 Smoothing Hyper-parameters: 0.526758 0.609922 0.462518 0.276148 0.247120 0.167623 Expected Total MS Cnt: 25580.2 Backgound Scale: 10.0246. ITERATION NUMBER 935. Current Log-Posterior: 386727 Step Size: -941.7183881 Smoothing Hyper-parameters: 0.448446 0.605182 0.496027 0.347523 0.271074 0.261647 Expected Total MS Cnt: 25736.8 Backgound Scale: 9.89931. ITERATION NUMBER 936. Current Log-Posterior: 387968 Step Size: 1240.758648 Smoothing Hyper-parameters: 0.519730 0.568865 0.506379 0.378549 0.266228 0.379061 Expected Total MS Cnt: 25692.2 Backgound Scale: 10.034. ITERATION NUMBER 937. Current Log-Posterior: 386942 Step Size: -1025.873106 Smoothing Hyper-parameters: 0.548911 0.566360 0.511788 0.279294 0.223212 0.210392 Expected Total MS Cnt: 25371.7 Backgound Scale: 9.99415. ITERATION NUMBER 938. Current Log-Posterior: 386555 Step Size: -386.5336889 Smoothing Hyper-parameters: 0.526592 0.633666 0.482608 0.244628 0.215245 0.247290 Expected Total MS Cnt: 25449.8 Backgound Scale: 9.94867. ITERATION NUMBER 939. Current Log-Posterior: 386670 Step Size: 114.7251462 Smoothing Hyper-parameters: 0.459311 0.648269 0.479925 0.354925 0.109114 0.180964 Expected Total MS Cnt: 25790.4 Backgound Scale: 9.99148. ITERATION NUMBER 940. Current Log-Posterior: 387775 Step Size: 1104.840517 Smoothing Hyper-parameters: 0.498044 0.631429 0.536018 0.287758 0.227620 0.204514 Expected Total MS Cnt: 25840.2 Backgound Scale: 9.99008. ITERATION NUMBER 941. Current Log-Posterior: 387092 Step Size: -682.5963103 Smoothing Hyper-parameters: 0.559327 0.560002 0.517718 0.348888 0.212215 0.244267 Expected Total MS Cnt: 25655.1 Backgound Scale: 10.0112. ITERATION NUMBER 942. Current Log-Posterior: 386553 Step Size: -539.1168532 Smoothing Hyper-parameters: 0.509497 0.572660 0.452140 0.334800 0.232044 0.286642 Expected Total MS Cnt: 25660.7 Backgound Scale: 10.0194. ITERATION NUMBER 943. Current Log-Posterior: 387069 Step Size: 516.0441044 Smoothing Hyper-parameters: 0.520470 0.604768 0.510125 0.409872 0.218483 0.188918 Expected Total MS Cnt: 25542.3 Backgound Scale: 9.99056. ITERATION NUMBER 944. Current Log-Posterior: 386843 Step Size: -226.3472021 Smoothing Hyper-parameters: 0.614604 0.568733 0.491753 0.236657 0.288191 0.124750 Expected Total MS Cnt: 26066.2 Backgound Scale: 9.94197. ITERATION NUMBER 945. Current Log-Posterior: 385861 Step Size: -982.0263688 Smoothing Hyper-parameters: 0.559529 0.520385 0.467886 0.297014 0.246277 0.165627 Expected Total MS Cnt: 25793.1 Backgound Scale: 9.93543. ITERATION NUMBER 946. Current Log-Posterior: 386669 Step Size: 808.3820138 Smoothing Hyper-parameters: 0.426531 0.637132 0.520785 0.337006 0.244802 0.170003 Expected Total MS Cnt: 25619.6 Backgound Scale: 10.0305. ITERATION NUMBER 947. Current Log-Posterior: 388355 Step Size: 1685.787583 Smoothing Hyper-parameters: 0.430248 0.569664 0.534129 0.196136 0.261964 0.160031 Expected Total MS Cnt: 25640.5 Backgound Scale: 10.0456. ITERATION NUMBER 948. Current Log-Posterior: 388509 Step Size: 154.2237304 Smoothing Hyper-parameters: 0.551068 0.583069 0.439635 0.245622 0.263571 0.124388 Expected Total MS Cnt: 25312.6 Backgound Scale: 10.027. ITERATION NUMBER 949. Current Log-Posterior: 386671 Step Size: -1837.929787 Smoothing Hyper-parameters: 0.536571 0.530927 0.455406 0.190491 0.312683 0.204659 Expected Total MS Cnt: 25385.4 Backgound Scale: 10.0097. ITERATION NUMBER 950. Current Log-Posterior: 387039 Step Size: 367.783058 Smoothing Hyper-parameters: 0.514013 0.580029 0.533324 0.372720 0.187475 0.148911 Expected Total MS Cnt: 25314.9 Backgound Scale: 10.0351. ITERATION NUMBER 951. Current Log-Posterior: 387079 Step Size: 39.6519899 Smoothing Hyper-parameters: 0.451829 0.655315 0.499691 0.352667 0.229827 0.238597 Expected Total MS Cnt: 25257.8 Backgound Scale: 10.0309. ITERATION NUMBER 952. Current Log-Posterior: 387734 Step Size: 655.0173717 Smoothing Hyper-parameters: 0.499477 0.647136 0.466489 0.383273 0.241506 0.212966 Expected Total MS Cnt: 25653 Backgound Scale: 10.0114. ITERATION NUMBER 953. Current Log-Posterior: 387183 Step Size: -550.9825431 Smoothing Hyper-parameters: 0.509633 0.624088 0.441850 0.312573 0.273232 0.218516 Expected Total MS Cnt: 25365 Backgound Scale: 9.96348. ITERATION NUMBER 954. Current Log-Posterior: 387049 Step Size: -133.9686066 Smoothing Hyper-parameters: 0.536046 0.545227 0.507274 0.266889 0.370445 0.130419 Expected Total MS Cnt: 25749.4 Backgound Scale: 9.99294. ITERATION NUMBER 955. Current Log-Posterior: 386778 Step Size: -271.1119673 Smoothing Hyper-parameters: 0.591939 0.532072 0.494694 0.239756 0.304793 0.298705 Expected Total MS Cnt: 25913.3 Backgound Scale: 9.87435. ITERATION NUMBER 956. Current Log-Posterior: 386224 Step Size: -553.8279122 Smoothing Hyper-parameters: 0.461666 0.591941 0.461848 0.423569 0.084154 0.233526 Expected Total MS Cnt: 25718.7 Backgound Scale: 9.96647. ITERATION NUMBER 957. Current Log-Posterior: 387837 Step Size: 1612.946348 Smoothing Hyper-parameters: 0.537711 0.549084 0.480227 0.332617 0.281938 0.217193 Expected Total MS Cnt: 25807.9 Backgound Scale: 9.88166. ITERATION NUMBER 958. Current Log-Posterior: 386738 Step Size: -1098.681427 Smoothing Hyper-parameters: 0.439796 0.665148 0.589143 0.338215 0.191676 0.121606 Expected Total MS Cnt: 25811 Backgound Scale: 9.98331. ITERATION NUMBER 959. Current Log-Posterior: 387891 Step Size: 1152.490044 Smoothing Hyper-parameters: 0.464730 0.683952 0.416034 0.343715 0.173275 0.204186 Expected Total MS Cnt: 25813.7 Backgound Scale: 9.97003. ITERATION NUMBER 960. Current Log-Posterior: 387552 Step Size: -338.3622397 Smoothing Hyper-parameters: 0.473491 0.558247 0.563954 0.380314 0.083863 0.217429 Expected Total MS Cnt: 25907.2 Backgound Scale: 9.96581. ITERATION NUMBER 961. Current Log-Posterior: 387662 Step Size: 109.8367307 Smoothing Hyper-parameters: 0.508076 0.635993 0.430493 0.340781 0.230977 0.237377 Expected Total MS Cnt: 25861.1 Backgound Scale: 9.87278. ITERATION NUMBER 962. Current Log-Posterior: 386983 Step Size: -679.3450789 Smoothing Hyper-parameters: 0.485226 0.664476 0.505072 0.318215 0.159360 0.239610 Expected Total MS Cnt: 25985.9 Backgound Scale: 9.95298. ITERATION NUMBER 963. Current Log-Posterior: 387212 Step Size: 229.3753507 Smoothing Hyper-parameters: 0.480272 0.598991 0.550215 0.359274 0.160307 0.094444 Expected Total MS Cnt: 25765.2 Backgound Scale: 9.96183. ITERATION NUMBER 964. Current Log-Posterior: 387290 Step Size: 77.35727868 Smoothing Hyper-parameters: 0.572836 0.587376 0.450802 0.389548 0.266484 0.247549 Expected Total MS Cnt: 25602.1 Backgound Scale: 9.97329. ITERATION NUMBER 965. Current Log-Posterior: 386313 Step Size: -976.0350085 Smoothing Hyper-parameters: 0.449029 0.575036 0.542958 0.302712 0.207364 0.137039 Expected Total MS Cnt: 25730.9 Backgound Scale: 9.94974. ITERATION NUMBER 966. Current Log-Posterior: 387925 Step Size: 1611.890428 Smoothing Hyper-parameters: 0.511348 0.585047 0.457569 0.261149 0.299312 0.194153 Expected Total MS Cnt: 25556.6 Backgound Scale: 9.9995. ITERATION NUMBER 967. Current Log-Posterior: 387196 Step Size: -729.5597138 Smoothing Hyper-parameters: 0.475909 0.574039 0.451575 0.333914 0.242782 0.185498 Expected Total MS Cnt: 25687 Backgound Scale: 9.93604. ITERATION NUMBER 968. Current Log-Posterior: 387652 Step Size: 456.0951818 Smoothing Hyper-parameters: 0.507206 0.565213 0.531757 0.357051 0.184857 0.325302 Expected Total MS Cnt: 25524.1 Backgound Scale: 9.98504. ITERATION NUMBER 969. Current Log-Posterior: 387159 Step Size: -493.0800359 Smoothing Hyper-parameters: 0.467956 0.636591 0.546276 0.371607 0.260601 0.382662 Expected Total MS Cnt: 25790.3 Backgound Scale: 9.92482. ITERATION NUMBER 970. Current Log-Posterior: 387565 Step Size: 405.9358161 Smoothing Hyper-parameters: 0.489826 0.558924 0.504050 0.259684 0.300952 0.247206 Expected Total MS Cnt: 25991.6 Backgound Scale: 9.91225. ITERATION NUMBER 971. Current Log-Posterior: 387466 Step Size: -98.86201799 Smoothing Hyper-parameters: 0.506928 0.606105 0.536460 0.285260 0.235829 0.256494 Expected Total MS Cnt: 25944 Backgound Scale: 9.92674. ITERATION NUMBER 972. Current Log-Posterior: 386966 Step Size: -500.0234782 Smoothing Hyper-parameters: 0.445162 0.602483 0.493426 0.191945 0.350870 0.202975 Expected Total MS Cnt: 26052.7 Backgound Scale: 9.9023. ITERATION NUMBER 973. Current Log-Posterior: 388062 Step Size: 1095.766793 Smoothing Hyper-parameters: 0.444671 0.567848 0.560140 0.332123 0.247931 0.229044 Expected Total MS Cnt: 25777.9 Backgound Scale: 9.82882. ITERATION NUMBER 974. Current Log-Posterior: 388081 Step Size: 19.22606927 Smoothing Hyper-parameters: 0.397002 0.567605 0.512249 0.480016 0.286144 0.335956 Expected Total MS Cnt: 25876.9 Backgound Scale: 9.91449. ITERATION NUMBER 975. Current Log-Posterior: 388963 Step Size: 881.6516982 Smoothing Hyper-parameters: 0.515067 0.634397 0.531640 0.298313 0.292543 0.173869 Expected Total MS Cnt: 26260.8 Backgound Scale: 9.87955. ITERATION NUMBER 976. Current Log-Posterior: 386935 Step Size: -2027.941465 Smoothing Hyper-parameters: 0.445645 0.580613 0.506734 0.219664 0.286485 0.132304 Expected Total MS Cnt: 26040.7 Backgound Scale: 9.91189. ITERATION NUMBER 977. Current Log-Posterior: 388125 Step Size: 1190.610668 Smoothing Hyper-parameters: 0.460032 0.506215 0.495972 0.224416 0.256935 0.261407 Expected Total MS Cnt: 26197.2 Backgound Scale: 9.88533. ITERATION NUMBER 978. Current Log-Posterior: 388148 Step Size: 22.82454617 Smoothing Hyper-parameters: 0.490591 0.607704 0.597935 0.374571 0.162764 0.179183 Expected Total MS Cnt: 26088.2 Backgound Scale: 9.88224. ITERATION NUMBER 979. Current Log-Posterior: 387283 Step Size: -864.6921635 Smoothing Hyper-parameters: 0.510927 0.469236 0.438781 0.367058 0.321691 0.334915 Expected Total MS Cnt: 25853.4 Backgound Scale: 9.94032. ITERATION NUMBER 980. Current Log-Posterior: 387483 Step Size: 200.1437401 Smoothing Hyper-parameters: 0.452936 0.575252 0.470459 0.296836 0.273938 0.089322 Expected Total MS Cnt: 25914.1 Backgound Scale: 9.93661. ITERATION NUMBER 981. Current Log-Posterior: 387991 Step Size: 507.8125891 Smoothing Hyper-parameters: 0.558306 0.536406 0.481247 0.287712 0.234003 0.326338 Expected Total MS Cnt: 25690.4 Backgound Scale: 10.0201. ITERATION NUMBER 982. Current Log-Posterior: 386534 Step Size: -1457.473469 Smoothing Hyper-parameters: 0.575585 0.558938 0.457884 0.328825 0.422697 0.130174 Expected Total MS Cnt: 25599.7 Backgound Scale: 9.953. ITERATION NUMBER 983. Current Log-Posterior: 386366 Step Size: -168.1580577 Smoothing Hyper-parameters: 0.442269 0.641992 0.431930 0.302934 0.193717 0.128759 Expected Total MS Cnt: 25811.8 Backgound Scale: 10.0293. ITERATION NUMBER 984. Current Log-Posterior: 387965 Step Size: 1598.927288 Smoothing Hyper-parameters: 0.533161 0.571084 0.447654 0.476501 0.228886 0.244268 Expected Total MS Cnt: 25564.4 Backgound Scale: 10.0351. ITERATION NUMBER 985. Current Log-Posterior: 386750 Step Size: -1214.973199 Smoothing Hyper-parameters: 0.508796 0.616988 0.478847 0.325797 0.256063 0.208736 Expected Total MS Cnt: 25397.6 Backgound Scale: 9.99123. ITERATION NUMBER 986. Current Log-Posterior: 387011 Step Size: 261.8438513 Smoothing Hyper-parameters: 0.444245 0.654511 0.511355 0.367193 0.188397 0.246694 Expected Total MS Cnt: 25529.8 Backgound Scale: 9.95834. ITERATION NUMBER 987. Current Log-Posterior: 388034 Step Size: 1022.124568 Smoothing Hyper-parameters: 0.524495 0.552635 0.500869 0.320009 0.175611 0.196578 Expected Total MS Cnt: 25419.6 Backgound Scale: 10.0189. ITERATION NUMBER 988. Current Log-Posterior: 386994 Step Size: -1039.457859 Smoothing Hyper-parameters: 0.559775 0.579200 0.499637 0.331750 0.244827 0.148728 Expected Total MS Cnt: 25837.8 Backgound Scale: 10.0409. ITERATION NUMBER 989. Current Log-Posterior: 386358 Step Size: -636.2096595 Smoothing Hyper-parameters: 0.553736 0.523485 0.450207 0.246700 0.311729 0.194951 Expected Total MS Cnt: 25642 Backgound Scale: 9.91533. ITERATION NUMBER 990. Current Log-Posterior: 386674 Step Size: 315.7164789 Smoothing Hyper-parameters: 0.429907 0.581634 0.524988 0.251692 0.307550 0.169332 Expected Total MS Cnt: 25772.6 Backgound Scale: 9.94833. ITERATION NUMBER 991. Current Log-Posterior: 388518 Step Size: 1844.686762 Smoothing Hyper-parameters: 0.437632 0.602433 0.440702 0.277354 0.258821 0.165117 Expected Total MS Cnt: 25724.1 Backgound Scale: 10.0438. ITERATION NUMBER 992. Current Log-Posterior: 388320 Step Size: -198.5696498 Smoothing Hyper-parameters: 0.544877 0.544796 0.548394 0.342737 0.262108 0.176049 Expected Total MS Cnt: 25742.2 Backgound Scale: 9.99287. ITERATION NUMBER 993. Current Log-Posterior: 386719 Step Size: -1600.998185 Smoothing Hyper-parameters: 0.546758 0.522536 0.534429 0.351767 0.279580 0.215506 Expected Total MS Cnt: 25638.1 Backgound Scale: 9.94049. ITERATION NUMBER 994. Current Log-Posterior: 386804 Step Size: 85.33156656 Smoothing Hyper-parameters: 0.431240 0.591299 0.511721 0.408931 0.273853 0.266148 Expected Total MS Cnt: 25792.7 Backgound Scale: 9.91402. ITERATION NUMBER 995. Current Log-Posterior: 388316 Step Size: 1511.786516 Smoothing Hyper-parameters: 0.472925 0.604965 0.450275 0.322517 0.220156 0.277497 Expected Total MS Cnt: 25715 Backgound Scale: 9.89894. ITERATION NUMBER 996. Current Log-Posterior: 387764 Step Size: -551.5172808 Smoothing Hyper-parameters: 0.471838 0.580865 0.531359 0.321848 0.263913 0.194928 Expected Total MS Cnt: 25624.8 Backgound Scale: 9.96453. ITERATION NUMBER 997. Current Log-Posterior: 387668 Step Size: -96.54065192 Smoothing Hyper-parameters: 0.556466 0.461436 0.409893 0.228200 0.372395 0.145464 Expected Total MS Cnt: 25753.1 Backgound Scale: 10.0356. ITERATION NUMBER 998. Current Log-Posterior: 387043 Step Size: -624.5711154 Smoothing Hyper-parameters: 0.437883 0.585773 0.430888 0.412406 0.198367 0.191254 Expected Total MS Cnt: 25751.2 Backgound Scale: 9.94808. ITERATION NUMBER 999. Current Log-Posterior: 388179 Step Size: 1135.305392 Smoothing Hyper-parameters: 0.522926 0.591977 0.503890 0.334114 0.224514 0.248243 Expected Total MS Cnt: 25697.7 Backgound Scale: 9.92068. ITERATION NUMBER 1000. Current Log-Posterior: 386908 Step Size: -1271.048276 Smoothing Hyper-parameters: 0.499747 0.570531 0.564736 0.236860 0.156317 0.222437 Expected Total MS Cnt: 26047.3 Backgound Scale: 9.94585. > movie(mcmc.sample)