cd /AstroCode/EMC2/Bayes-Image-Analysis_dvd_060818/ ## First copy simulated photons to "cnt.txt" and exepcted counts from phys model convolved with exposure*IntTime to "bkg.txt": cp ../PoisDatonPaddedIntTime539.X.060612.txt cnt.txt cp ../ModelDataPaddedHlfSquishICSPionBremss1-1000GeVIntTime539.0.060912.txt bkg.txt cp map_ex1.txt map.txt cat run-bayes-image-analysis.sh > do_emc2c1_HlfSquishICSPionBremss539.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FixS0.061002a.log echo "Using starting src of:" >> do_emc2c1_HlfSquishICSPionBremss539.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FixS0.061002a.log head src.txt >> do_emc2c1_HlfSquishICSPionBremss539.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FixS0.061002a.log echo "Using PSF of:" >> do_emc2c1_HlfSquishICSPionBremss539.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FixS0.061002a.log head psf.txt >> do_emc2c1_HlfSquishICSPionBremss539.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FixS0.061002a.log ##alanna-connors-ibook-g4:/AstroCode/EMC2C1/Bayes-Image-Analysis_dvd_060525 avconnors$ more bayes-image-analysis-sqrt.r r --vanilla <> do_emc2c1_HlfSquishICSPionBremss539.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FixS0.061002a.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_HlfSquishICSPionBremss539.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FixS0.061002a.output.txt ### mv dump.txt do_emc2c1_HlfSquishICSPionBremss539.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FixS0.061002a.dump.txt ### mv Rplots.ps do_emc2c1_HlfSquishICSPionBremss539.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FixS0.061002a.plotmean.ps Using starting src of: 1.e-02 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. The total number of Gibbs draws is 1000, every 10th draws will be saved. The model will be fit using the Multi Scale Prior. The data matrix is 128 by 128. The data file should contain a 2^7 by 2^7 matrix of counts. Starting Values for the smoothing parameter (alpha): Aggregation Level: 0, alpha: 3 (Full Data) Aggregation Level: 1, alpha: 4 Aggregation Level: 2, alpha: 5 Aggregation Level: 3, alpha: 6 Aggregation Level: 4, alpha: 7 Aggregation Level: 5, alpha: 8 Aggregation Level: 6, alpha: 9 (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: -60088.1 Smoothing Hyper-parameters: 0.197094 0.242151 0.361342 0.428184 0.257225 0.281685 0.194799 Expected Total MS Cnt: 107.887 ITERATION NUMBER 2. Current Log-Posterior: 82433.4 Step Size: 142521.4319 Smoothing Hyper-parameters: 0.200651 0.296079 0.302320 0.322204 0.262402 0.415825 0.213546 Expected Total MS Cnt: 117.181 ITERATION NUMBER 3. Current Log-Posterior: 79016 Step Size: -3417.323997 Smoothing Hyper-parameters: 0.341629 0.146955 0.336245 0.322925 0.347475 0.305708 0.299300 Expected Total MS Cnt: 122.576 ITERATION NUMBER 4. Current Log-Posterior: 65048.4 Step Size: -13967.59311 Smoothing Hyper-parameters: 0.281183 0.180407 0.288643 0.466901 0.350374 0.295781 0.258159 Expected Total MS Cnt: 113.917 ITERATION NUMBER 5. Current Log-Posterior: 69368.6 Step Size: 4320.183712 Smoothing Hyper-parameters: 0.212230 0.357302 0.265117 0.288996 0.273871 0.171366 0.254879 Expected Total MS Cnt: 98.7156 ITERATION NUMBER 6. Current Log-Posterior: 74242.9 Step Size: 4874.260937 Smoothing Hyper-parameters: 0.249776 0.217027 0.283227 0.306937 0.322591 0.099852 0.220687 Expected Total MS Cnt: 97.2942 ITERATION NUMBER 7. Current Log-Posterior: 71772.8 Step Size: -2470.10748 Smoothing Hyper-parameters: 0.204258 0.233370 0.217139 0.292298 0.272386 0.245834 0.133505 Expected Total MS Cnt: 87.0935 ITERATION NUMBER 8. Current Log-Posterior: 82591.4 Step Size: 10818.63295 Smoothing Hyper-parameters: 0.362942 0.242213 0.234830 0.251572 0.253061 0.331047 0.293616 Expected Total MS Cnt: 100.386 ITERATION NUMBER 9. Current Log-Posterior: 56059.3 Step Size: -26532.15864 Smoothing Hyper-parameters: 0.208767 0.179503 0.299724 0.262827 0.245224 0.314727 0.231998 Expected Total MS Cnt: 102.527 ITERATION NUMBER 10. Current Log-Posterior: 84178 Step Size: 28118.71435 Smoothing Hyper-parameters: 0.337369 0.272701 0.127733 0.463394 0.264645 0.275428 0.185799 Expected Total MS Cnt: 118.531 ITERATION NUMBER 11. Current Log-Posterior: 59482.3 Step Size: -24695.7061 Smoothing Hyper-parameters: 0.137316 0.211538 0.191398 0.215392 0.365811 0.357440 0.218181 Expected Total MS Cnt: 111.365 ITERATION NUMBER 12. Current Log-Posterior: 112297 Step Size: 52814.61434 Smoothing Hyper-parameters: 0.147059 0.162410 0.307423 0.427759 0.296103 0.206330 0.131488 Expected Total MS Cnt: 132.177 ITERATION NUMBER 13. Current Log-Posterior: 107595 Step Size: -4701.530863 Smoothing Hyper-parameters: 0.126508 0.412504 0.227746 0.231596 0.237834 0.184868 0.147449 Expected Total MS Cnt: 120.042 ITERATION NUMBER 14. Current Log-Posterior: 110993 Step Size: 3397.733424 Smoothing Hyper-parameters: 0.187129 0.271462 0.302227 0.343381 0.233276 0.189270 0.141821 Expected Total MS Cnt: 119.182 ITERATION NUMBER 15. Current Log-Posterior: 84514.7 Step Size: -26478.36909 Smoothing Hyper-parameters: 0.187418 0.257298 0.269552 0.308071 0.265440 0.303918 0.221052 Expected Total MS Cnt: 103.63 ITERATION NUMBER 16. Current Log-Posterior: 84749.2 Step Size: 234.5173787 Smoothing Hyper-parameters: 0.174758 0.295112 0.227690 0.288632 0.270113 0.199745 0.173675 Expected Total MS Cnt: 77.4094 ITERATION NUMBER 17. Current Log-Posterior: 89753.8 Step Size: 5004.613791 Smoothing Hyper-parameters: 0.095473 0.151137 0.299988 0.427153 0.282249 0.255085 0.350789 Expected Total MS Cnt: 85.2753 ITERATION NUMBER 18. Current Log-Posterior: 153496 Step Size: 63741.67457 Smoothing Hyper-parameters: 0.229132 0.116991 0.329224 0.280996 0.294207 0.234528 0.139983 Expected Total MS Cnt: 59.6811 ITERATION NUMBER 19. Current Log-Posterior: 87410.8 Step Size: -66084.7624 Smoothing Hyper-parameters: 0.156106 0.119999 0.173681 0.270106 0.232211 0.133961 0.279710 Expected Total MS Cnt: 48.5143 ITERATION NUMBER 20. Current Log-Posterior: 113217 Step Size: 25806.52552 Smoothing Hyper-parameters: 0.082205 0.111956 0.233382 0.086695 0.167712 0.180120 0.214741 Expected Total MS Cnt: 59.7524 ITERATION NUMBER 21. Current Log-Posterior: 182087 Step Size: 68869.74121 Smoothing Hyper-parameters: 0.156681 0.283092 0.309113 0.142253 0.259459 0.140162 0.233346 Expected Total MS Cnt: 57.3989 ITERATION NUMBER 22. Current Log-Posterior: 96997.8 Step Size: -85089.23901 Smoothing Hyper-parameters: 0.169177 0.322357 0.110502 0.215257 0.215267 0.146208 0.267791 Expected Total MS Cnt: 62.3466 ITERATION NUMBER 23. Current Log-Posterior: 94481.2 Step Size: -2516.560256 Smoothing Hyper-parameters: 0.157994 0.147054 0.214948 0.293094 0.255881 0.242575 0.217509 Expected Total MS Cnt: 96.0624 ITERATION NUMBER 24. Current Log-Posterior: 106568 Step Size: 12086.57544 Smoothing Hyper-parameters: 0.203393 0.137122 0.162614 0.263448 0.233040 0.252030 0.108838 Expected Total MS Cnt: 70.6596 ITERATION NUMBER 25. Current Log-Posterior: 91848 Step Size: -14719.81586 Smoothing Hyper-parameters: 0.119918 0.147865 0.340183 0.275590 0.226034 0.251322 0.180830 Expected Total MS Cnt: 75.675 ITERATION NUMBER 26. Current Log-Posterior: 129618 Step Size: 37769.65586 Smoothing Hyper-parameters: 0.054699 0.110415 0.175455 0.280951 0.189032 0.117964 0.210914 Expected Total MS Cnt: 54.2792 ITERATION NUMBER 27. Current Log-Posterior: 256764 Step Size: 127146.4803 Smoothing Hyper-parameters: 0.077010 0.161388 0.179956 0.321014 0.275858 0.157074 0.152836 Expected Total MS Cnt: 48.0093 ITERATION NUMBER 28. Current Log-Posterior: 185171 Step Size: -71593.06468 Smoothing Hyper-parameters: 0.123316 0.142900 0.213946 0.239654 0.136500 0.195559 0.218216 Expected Total MS Cnt: 45.6842 ITERATION NUMBER 29. Current Log-Posterior: 127921 Step Size: -57250.4204 Smoothing Hyper-parameters: 0.109367 0.064527 0.189941 0.202487 0.252368 0.103226 0.083176 Expected Total MS Cnt: 58.1365 ITERATION NUMBER 30. Current Log-Posterior: 166860 Step Size: 38939.17813 Smoothing Hyper-parameters: 0.111850 0.160856 0.190056 0.252684 0.167730 0.280715 0.285639 Expected Total MS Cnt: 30.5539 ITERATION NUMBER 31. Current Log-Posterior: 135965 Step Size: -30895.18698 Smoothing Hyper-parameters: 0.104310 0.242512 0.166910 0.210107 0.280515 0.055825 0.254111 Expected Total MS Cnt: 26.4557 ITERATION NUMBER 32. Current Log-Posterior: 138166 Step Size: 2201.530187 Smoothing Hyper-parameters: 0.071874 0.217993 0.221691 0.129360 0.193161 0.140226 0.254870 Expected Total MS Cnt: 24.154 ITERATION NUMBER 33. Current Log-Posterior: 192343 Step Size: 54176.94779 Smoothing Hyper-parameters: 0.056812 0.225298 0.222498 0.079622 0.272678 0.263865 0.203596 Expected Total MS Cnt: 37.5979 ITERATION NUMBER 34. Current Log-Posterior: 235898 Step Size: 43555.23904 Smoothing Hyper-parameters: 0.060949 0.153031 0.229707 0.226958 0.223199 0.154254 0.136074 Expected Total MS Cnt: 32.5766 ITERATION NUMBER 35. Current Log-Posterior: 225286 Step Size: -10612.59075 Smoothing Hyper-parameters: 0.086286 0.034579 0.119915 0.171847 0.194220 0.228973 0.274539 Expected Total MS Cnt: 33.1633 ITERATION NUMBER 36. Current Log-Posterior: 239711 Step Size: 14425.27943 Smoothing Hyper-parameters: 0.098974 0.164681 0.267959 0.228209 0.172815 0.145812 0.286053 Expected Total MS Cnt: 24.3428 ITERATION NUMBER 37. Current Log-Posterior: 148414 Step Size: -91296.86091 Smoothing Hyper-parameters: 0.022246 0.222052 0.127139 0.151766 0.137911 0.270235 0.213432 Expected Total MS Cnt: 34.9086 ITERATION NUMBER 38. Current Log-Posterior: 573593 Step Size: 425178.9151 Smoothing Hyper-parameters: 0.065348 0.165649 0.182627 0.130042 0.113427 0.162358 0.137568 Expected Total MS Cnt: 36.5871 ITERATION NUMBER 39. Current Log-Posterior: 214473 Step Size: -359120.4529 Smoothing Hyper-parameters: 0.124936 0.165649 0.068349 0.151971 0.189688 0.307701 0.117075 Expected Total MS Cnt: 25.2661 ITERATION NUMBER 40. Current Log-Posterior: 132521 Step Size: -81951.76629 Smoothing Hyper-parameters: 0.206721 0.202952 0.073423 0.307483 0.069319 0.231172 0.281700 Expected Total MS Cnt: 22.731 ITERATION NUMBER 41. Current Log-Posterior: 89881.8 Step Size: -42639.09195 Smoothing Hyper-parameters: 0.278006 0.166183 0.142999 0.186347 0.217751 0.199716 0.280228 Expected Total MS Cnt: 30.9483 ITERATION NUMBER 42. Current Log-Posterior: 74027.5 Step Size: -15854.32116 Smoothing Hyper-parameters: 0.226752 0.198656 0.168249 0.166586 0.079061 0.242665 0.233419 Expected Total MS Cnt: 24.1799 ITERATION NUMBER 43. Current Log-Posterior: 80358.2 Step Size: 6330.743711 Smoothing Hyper-parameters: 0.222738 0.250420 0.155600 0.176345 0.168493 0.095820 0.217343 Expected Total MS Cnt: 33.5713 ITERATION NUMBER 44. Current Log-Posterior: 78336.9 Step Size: -2021.252119 Smoothing Hyper-parameters: 0.290411 0.098744 0.216279 0.101854 0.046488 0.120942 0.137555 Expected Total MS Cnt: 30.8444 ITERATION NUMBER 45. Current Log-Posterior: 84424.2 Step Size: 6087.283633 Smoothing Hyper-parameters: 0.158706 0.225815 0.222423 0.329873 0.106418 0.219936 0.157293 Expected Total MS Cnt: 41.8388 ITERATION NUMBER 46. Current Log-Posterior: 99793.6 Step Size: 15369.34791 Smoothing Hyper-parameters: 0.105518 0.258852 0.301002 0.095095 0.159690 0.218619 0.174592 Expected Total MS Cnt: 46.6131 ITERATION NUMBER 47. Current Log-Posterior: 138015 Step Size: 38221.08007 Smoothing Hyper-parameters: 0.294432 0.157741 0.305713 0.258975 0.118121 0.209203 0.151810 Expected Total MS Cnt: 39.9396 ITERATION NUMBER 48. Current Log-Posterior: 69922.6 Step Size: -68092.06579 Smoothing Hyper-parameters: 0.217114 0.249995 0.092879 0.220729 0.090047 0.259788 0.144564 Expected Total MS Cnt: 42.2212 ITERATION NUMBER 49. Current Log-Posterior: 82735.8 Step Size: 12813.25148 Smoothing Hyper-parameters: 0.205754 0.372015 0.242998 0.149020 0.238355 0.161292 0.092737 Expected Total MS Cnt: 48.4403 ITERATION NUMBER 50. Current Log-Posterior: 77443.5 Step Size: -5292.353337 Smoothing Hyper-parameters: 0.253238 0.239704 0.139828 0.214542 0.220843 0.205135 0.140163 Expected Total MS Cnt: 61.639 ITERATION NUMBER 51. Current Log-Posterior: 72837.6 Step Size: -4605.927704 Smoothing Hyper-parameters: 0.129274 0.265505 0.150344 0.167973 0.268920 0.239963 0.282976 Expected Total MS Cnt: 40.3733 ITERATION NUMBER 52. Current Log-Posterior: 116761 Step Size: 43922.96145 Smoothing Hyper-parameters: 0.157528 0.233206 0.265513 0.259843 0.153178 0.130407 0.232472 Expected Total MS Cnt: 35.9879 ITERATION NUMBER 53. Current Log-Posterior: 97952.1 Step Size: -18808.4626 Smoothing Hyper-parameters: 0.202354 0.319580 0.222992 0.174358 0.176627 0.188048 0.151977 Expected Total MS Cnt: 44.9348 ITERATION NUMBER 54. Current Log-Posterior: 79722.7 Step Size: -18229.36933 Smoothing Hyper-parameters: 0.133049 0.334441 0.243734 0.171715 0.127587 0.102125 0.127748 Expected Total MS Cnt: 30.7868 ITERATION NUMBER 55. Current Log-Posterior: 110309 Step Size: 30586.23018 Smoothing Hyper-parameters: 0.092646 0.107076 0.226684 0.170320 0.180118 0.106295 0.111678 Expected Total MS Cnt: 25.4636 ITERATION NUMBER 56. Current Log-Posterior: 167426 Step Size: 57117.20639 Smoothing Hyper-parameters: 0.197323 0.171592 0.221406 0.097642 0.234518 0.112651 0.251382 Expected Total MS Cnt: 25.6583 ITERATION NUMBER 57. Current Log-Posterior: 89728.6 Step Size: -77697.50984 Smoothing Hyper-parameters: 0.185898 0.190000 0.260424 0.156341 0.167013 0.201547 0.111963 Expected Total MS Cnt: 31.7682 ITERATION NUMBER 58. Current Log-Posterior: 90274.2 Step Size: 545.6108272 Smoothing Hyper-parameters: 0.091075 0.212295 0.156432 0.152511 0.256559 0.139666 0.218233 Expected Total MS Cnt: 30.29 ITERATION NUMBER 59. Current Log-Posterior: 156912 Step Size: 66637.65001 Smoothing Hyper-parameters: 0.124536 0.197399 0.185316 0.226801 0.140680 0.097758 0.236468 Expected Total MS Cnt: 35.6458 ITERATION NUMBER 60. Current Log-Posterior: 123222 Step Size: -33690.27744 Smoothing Hyper-parameters: 0.226924 0.275823 0.218752 0.269114 0.186151 0.097858 0.324211 Expected Total MS Cnt: 33.1957 ITERATION NUMBER 61. Current Log-Posterior: 74687 Step Size: -48534.58847 Smoothing Hyper-parameters: 0.236569 0.130610 0.211650 0.161743 0.081113 0.222907 0.299305 Expected Total MS Cnt: 41.6115 ITERATION NUMBER 62. Current Log-Posterior: 85586.7 Step Size: 10899.69577 Smoothing Hyper-parameters: 0.128797 0.287383 0.309235 0.343834 0.319563 0.252791 0.288934 Expected Total MS Cnt: 29.7521 ITERATION NUMBER 63. Current Log-Posterior: 112394 Step Size: 26807.16557 Smoothing Hyper-parameters: 0.062949 0.233542 0.145613 0.169186 0.210215 0.210042 0.166237 Expected Total MS Cnt: 42.0006 ITERATION NUMBER 64. Current Log-Posterior: 216459 Step Size: 104065.6234 Smoothing Hyper-parameters: 0.369023 0.291625 0.256172 0.244543 0.303523 0.048917 0.278540 Expected Total MS Cnt: 43.7673 ITERATION NUMBER 65. Current Log-Posterior: 53103.9 Step Size: -163355.5818 Smoothing Hyper-parameters: 0.274379 0.188623 0.226859 0.234112 0.235123 0.200909 0.043431 Expected Total MS Cnt: 67.6065 ITERATION NUMBER 66. Current Log-Posterior: 69631.6 Step Size: 16527.71543 Smoothing Hyper-parameters: 0.089705 0.248415 0.220235 0.349988 0.262580 0.286761 0.218278 Expected Total MS Cnt: 58.9213 ITERATION NUMBER 67. Current Log-Posterior: 155476 Step Size: 85844.49112 Smoothing Hyper-parameters: 0.194363 0.186068 0.138513 0.207993 0.112812 0.214897 0.127790 Expected Total MS Cnt: 80.2084 ITERATION NUMBER 68. Current Log-Posterior: 90916.2 Step Size: -64559.95843 Smoothing Hyper-parameters: 0.199878 0.106208 0.239159 0.279604 0.144382 0.182020 0.224126 Expected Total MS Cnt: 74.2293 ITERATION NUMBER 69. Current Log-Posterior: 98234.4 Step Size: 7318.218797 Smoothing Hyper-parameters: 0.194041 0.091706 0.297757 0.288886 0.210836 0.226315 0.159945 Expected Total MS Cnt: 60.9289 ITERATION NUMBER 70. Current Log-Posterior: 102928 Step Size: 4693.131669 Smoothing Hyper-parameters: 0.158724 0.164551 0.202798 0.203810 0.338802 0.289311 0.269298 Expected Total MS Cnt: 56.157 ITERATION NUMBER 71. Current Log-Posterior: 103665 Step Size: 737.0902128 Smoothing Hyper-parameters: 0.226982 0.152140 0.165895 0.250247 0.175552 0.141799 0.188800 Expected Total MS Cnt: 74.7374 ITERATION NUMBER 72. Current Log-Posterior: 85149.5 Step Size: -18515.12202 Smoothing Hyper-parameters: 0.185688 0.198710 0.275872 0.272866 0.290309 0.189922 0.189217 Expected Total MS Cnt: 68.9141 ITERATION NUMBER 73. Current Log-Posterior: 89659.2 Step Size: 4509.667084 Smoothing Hyper-parameters: 0.162674 0.328303 0.183685 0.319078 0.329919 0.179866 0.251359 Expected Total MS Cnt: 89.2391 ITERATION NUMBER 74. Current Log-Posterior: 93996.7 Step Size: 4337.520927 Smoothing Hyper-parameters: 0.197878 0.251794 0.196721 0.292976 0.254362 0.138066 0.154668 Expected Total MS Cnt: 99.184 ITERATION NUMBER 75. Current Log-Posterior: 84543.5 Step Size: -9453.218432 Smoothing Hyper-parameters: 0.128629 0.170845 0.312547 0.185178 0.277766 0.111790 0.079559 Expected Total MS Cnt: 102.465 ITERATION NUMBER 76. Current Log-Posterior: 119982 Step Size: 35438.72389 Smoothing Hyper-parameters: 0.115536 0.217846 0.216929 0.219090 0.335463 0.274191 0.262275 Expected Total MS Cnt: 125.833 ITERATION NUMBER 77. Current Log-Posterior: 125852 Step Size: 5869.41041 Smoothing Hyper-parameters: 0.078062 0.307926 0.235880 0.160911 0.189510 0.205619 0.181490 Expected Total MS Cnt: 108.997 ITERATION NUMBER 78. Current Log-Posterior: 175098 Step Size: 49246.41806 Smoothing Hyper-parameters: 0.163228 0.137748 0.357493 0.208759 0.242599 0.266310 0.184068 Expected Total MS Cnt: 103.429 ITERATION NUMBER 79. Current Log-Posterior: 103851 Step Size: -71247.31164 Smoothing Hyper-parameters: 0.109761 0.151732 0.248081 0.254497 0.334723 0.069730 0.297490 Expected Total MS Cnt: 86.8002 ITERATION NUMBER 80. Current Log-Posterior: 138317 Step Size: 34466.05386 Smoothing Hyper-parameters: 0.131791 0.173601 0.267581 0.420878 0.354847 0.126046 0.198571 Expected Total MS Cnt: 88.3671 ITERATION NUMBER 81. Current Log-Posterior: 116997 Step Size: -21320.01396 Smoothing Hyper-parameters: 0.102746 0.222298 0.218669 0.212352 0.228925 0.204275 0.097325 Expected Total MS Cnt: 86.8913 ITERATION NUMBER 82. Current Log-Posterior: 139850 Step Size: 22853.48343 Smoothing Hyper-parameters: 0.138278 0.181670 0.226795 0.327411 0.273359 0.157904 0.208061 Expected Total MS Cnt: 74.2842 ITERATION NUMBER 83. Current Log-Posterior: 111359 Step Size: -28491.55557 Smoothing Hyper-parameters: 0.091613 0.321029 0.174018 0.249624 0.260510 0.209338 0.245831 Expected Total MS Cnt: 88.1653 ITERATION NUMBER 84. Current Log-Posterior: 151711 Step Size: 40352.01762 Smoothing Hyper-parameters: 0.160847 0.193956 0.222270 0.268413 0.142099 0.185836 0.210575 Expected Total MS Cnt: 91.156 ITERATION NUMBER 85. Current Log-Posterior: 100263 Step Size: -51447.55418 Smoothing Hyper-parameters: 0.165935 0.130371 0.268677 0.321210 0.154920 0.151858 0.151398 Expected Total MS Cnt: 93.2149 ITERATION NUMBER 86. Current Log-Posterior: 104475 Step Size: 4211.917461 Smoothing Hyper-parameters: 0.186850 0.255888 0.282835 0.276056 0.285548 0.216411 0.119488 Expected Total MS Cnt: 95.512 ITERATION NUMBER 87. Current Log-Posterior: 84783.4 Step Size: -19691.63148 Smoothing Hyper-parameters: 0.138854 0.205239 0.228058 0.219817 0.298515 0.170525 0.192832 Expected Total MS Cnt: 85.6689 ITERATION NUMBER 88. Current Log-Posterior: 111889 Step Size: 27105.85652 Smoothing Hyper-parameters: 0.168460 0.142511 0.250524 0.158581 0.272592 0.157256 0.180910 Expected Total MS Cnt: 60.7347 ITERATION NUMBER 89. Current Log-Posterior: 102909 Step Size: -8980.618102 Smoothing Hyper-parameters: 0.132977 0.195325 0.220791 0.295845 0.339848 0.333418 0.161425 Expected Total MS Cnt: 86.4028 ITERATION NUMBER 90. Current Log-Posterior: 116210 Step Size: 13300.88291 Smoothing Hyper-parameters: 0.262349 0.247671 0.182608 0.176998 0.227516 0.081596 0.107132 Expected Total MS Cnt: 80.298 ITERATION NUMBER 91. Current Log-Posterior: 69793.1 Step Size: -46416.3877 Smoothing Hyper-parameters: 0.194814 0.210459 0.146487 0.169466 0.141779 0.204630 0.259536 Expected Total MS Cnt: 58.6861 ITERATION NUMBER 92. Current Log-Posterior: 87744.3 Step Size: 17951.13343 Smoothing Hyper-parameters: 0.242757 0.242475 0.316525 0.294484 0.252511 0.231999 0.222043 Expected Total MS Cnt: 59.8395 ITERATION NUMBER 93. Current Log-Posterior: 71515.9 Step Size: -16228.33142 Smoothing Hyper-parameters: 0.099196 0.158927 0.178872 0.222933 0.229308 0.216851 0.289783 Expected Total MS Cnt: 42.0484 ITERATION NUMBER 94. Current Log-Posterior: 151550 Step Size: 80033.63183 Smoothing Hyper-parameters: 0.190544 0.156517 0.257063 0.227312 0.191768 0.160006 0.121775 Expected Total MS Cnt: 41.0771 ITERATION NUMBER 95. Current Log-Posterior: 92055.6 Step Size: -59494.00548 Smoothing Hyper-parameters: 0.103791 0.132429 0.099841 0.250176 0.204238 0.307098 0.052845 Expected Total MS Cnt: 67.794 ITERATION NUMBER 96. Current Log-Posterior: 151751 Step Size: 59694.93742 Smoothing Hyper-parameters: 0.118715 0.189583 0.282262 0.299023 0.110756 0.073284 0.184071 Expected Total MS Cnt: 71.7661 ITERATION NUMBER 97. Current Log-Posterior: 126358 Step Size: -25392.57768 Smoothing Hyper-parameters: 0.079148 0.183307 0.151117 0.159565 0.197303 0.165953 0.170031 Expected Total MS Cnt: 64.801 ITERATION NUMBER 98. Current Log-Posterior: 177114 Step Size: 50755.8809 Smoothing Hyper-parameters: 0.196832 0.080476 0.339025 0.184765 0.233706 0.270892 0.257567 Expected Total MS Cnt: 68.2148 ITERATION NUMBER 99. Current Log-Posterior: 106828 Step Size: -70286.20708 Smoothing Hyper-parameters: 0.122859 0.089051 0.294979 0.231875 0.166199 0.211142 0.173623 Expected Total MS Cnt: 78.2806 ITERATION NUMBER 100. Current Log-Posterior: 141812 Step Size: 34984.74283 Smoothing Hyper-parameters: 0.157203 0.203887 0.178561 0.170209 0.212143 0.360556 0.165350 Expected Total MS Cnt: 73.0557 ITERATION NUMBER 101. Current Log-Posterior: 101106 Step Size: -40705.99436 Smoothing Hyper-parameters: 0.094330 0.164729 0.221728 0.231587 0.282201 0.152642 0.146891 Expected Total MS Cnt: 76.7888 ITERATION NUMBER 102. Current Log-Posterior: 155325 Step Size: 54218.9776 Smoothing Hyper-parameters: 0.266621 0.069739 0.205527 0.298432 0.277480 0.264975 0.281755 Expected Total MS Cnt: 66.3898 ITERATION NUMBER 103. Current Log-Posterior: 99036.6 Step Size: -56288.78147 Smoothing Hyper-parameters: 0.178175 0.195268 0.181433 0.248759 0.249892 0.261397 0.192840 Expected Total MS Cnt: 70.0717 ITERATION NUMBER 104. Current Log-Posterior: 94343.7 Step Size: -4692.808163 Smoothing Hyper-parameters: 0.175989 0.033274 0.161959 0.263898 0.316216 0.302748 0.267186 Expected Total MS Cnt: 50.6979 ITERATION NUMBER 105. Current Log-Posterior: 170947 Step Size: 76602.80007 Smoothing Hyper-parameters: 0.224843 0.259714 0.192406 0.321223 0.223380 0.232318 0.034896 Expected Total MS Cnt: 52.1359 ITERATION NUMBER 106. Current Log-Posterior: 76305.1 Step Size: -94641.47114 Smoothing Hyper-parameters: 0.165796 0.077702 0.234522 0.300677 0.181181 0.255691 0.182525 Expected Total MS Cnt: 42.7581 ITERATION NUMBER 107. Current Log-Posterior: 119655 Step Size: 43349.51443 Smoothing Hyper-parameters: 0.160169 0.104532 0.199811 0.130838 0.230158 0.227922 0.239657 Expected Total MS Cnt: 47.9993 ITERATION NUMBER 108. Current Log-Posterior: 114951 Step Size: -4703.302617 Smoothing Hyper-parameters: 0.097991 0.078154 0.234445 0.256742 0.234938 0.269380 0.156651 Expected Total MS Cnt: 51.5625 ITERATION NUMBER 109. Current Log-Posterior: 169999 Step Size: 55047.63265 Smoothing Hyper-parameters: 0.137685 0.175407 0.312352 0.271632 0.330730 0.196576 0.069600 Expected Total MS Cnt: 51.4994 ITERATION NUMBER 110. Current Log-Posterior: 113928 Step Size: -56070.78965 Smoothing Hyper-parameters: 0.243416 0.276575 0.302978 0.153218 0.333429 0.096435 0.127371 Expected Total MS Cnt: 62.852 ITERATION NUMBER 111. Current Log-Posterior: 70283.1 Step Size: -43645.02803 Smoothing Hyper-parameters: 0.155686 0.118016 0.320907 0.332835 0.273733 0.176997 0.234104 Expected Total MS Cnt: 69.9786 ITERATION NUMBER 112. Current Log-Posterior: 111974 Step Size: 41690.541 Smoothing Hyper-parameters: 0.169675 0.212040 0.194358 0.250777 0.278651 0.237284 0.349635 Expected Total MS Cnt: 72.0148 ITERATION NUMBER 113. Current Log-Posterior: 96075.5 Step Size: -15898.10021 Smoothing Hyper-parameters: 0.302733 0.130396 0.264828 0.245337 0.319013 0.136017 0.222227 Expected Total MS Cnt: 92.9464 ITERATION NUMBER 114. Current Log-Posterior: 72729.5 Step Size: -23346.0189 Smoothing Hyper-parameters: 0.188279 0.280269 0.312350 0.366019 0.182962 0.244806 0.240470 Expected Total MS Cnt: 104.605 ITERATION NUMBER 115. Current Log-Posterior: 83472 Step Size: 10742.47407 Smoothing Hyper-parameters: 0.228864 0.151971 0.272668 0.262012 0.244113 0.303423 0.164771 Expected Total MS Cnt: 114.982 ITERATION NUMBER 116. Current Log-Posterior: 81754.2 Step Size: -1717.80293 Smoothing Hyper-parameters: 0.227648 0.276498 0.358669 0.180490 0.267263 0.221351 0.249296 Expected Total MS Cnt: 114.774 ITERATION NUMBER 117. Current Log-Posterior: 73735.2 Step Size: -8018.971507 Smoothing Hyper-parameters: 0.098543 0.350421 0.194623 0.315013 0.311727 0.302210 0.202597 Expected Total MS Cnt: 116.698 ITERATION NUMBER 118. Current Log-Posterior: 140219 Step Size: 66483.84476 Smoothing Hyper-parameters: 0.297779 0.308358 0.322193 0.163310 0.233290 0.121526 0.168350 Expected Total MS Cnt: 130.77 ITERATION NUMBER 119. Current Log-Posterior: 60250.4 Step Size: -79968.64815 Smoothing Hyper-parameters: 0.053810 0.350318 0.284074 0.307671 0.215912 0.226868 0.275864 Expected Total MS Cnt: 129.866 ITERATION NUMBER 120. Current Log-Posterior: 242581 Step Size: 182330.5127 Smoothing Hyper-parameters: 0.107239 0.372127 0.293037 0.310027 0.266738 0.158621 0.261999 Expected Total MS Cnt: 114.295 ITERATION NUMBER 121. Current Log-Posterior: 127606 Step Size: -114975.2479 Smoothing Hyper-parameters: 0.143062 0.386059 0.146140 0.225497 0.256794 0.161158 0.248030 Expected Total MS Cnt: 120.763 ITERATION NUMBER 122. Current Log-Posterior: 102429 Step Size: -25176.94631 Smoothing Hyper-parameters: 0.114134 0.241840 0.199915 0.353131 0.326203 0.256394 0.149366 Expected Total MS Cnt: 98.4646 ITERATION NUMBER 123. Current Log-Posterior: 128704 Step Size: 26275.50564 Smoothing Hyper-parameters: 0.135649 0.325463 0.287681 0.305066 0.161839 0.180561 0.191721 Expected Total MS Cnt: 113.787 ITERATION NUMBER 124. Current Log-Posterior: 106818 Step Size: -21886.6764 Smoothing Hyper-parameters: 0.119868 0.227984 0.386546 0.300843 0.308683 0.354330 0.276678 Expected Total MS Cnt: 128.326 ITERATION NUMBER 125. Current Log-Posterior: 121975 Step Size: 15157.57711 Smoothing Hyper-parameters: 0.164709 0.239990 0.293978 0.367960 0.255046 0.103918 0.237255 Expected Total MS Cnt: 116.409 ITERATION NUMBER 126. Current Log-Posterior: 93666.1 Step Size: -28309.03816 Smoothing Hyper-parameters: 0.130656 0.303387 0.340449 0.354740 0.259237 0.318943 0.077494 Expected Total MS Cnt: 93.1471 ITERATION NUMBER 127. Current Log-Posterior: 110584 Step Size: 16917.50119 Smoothing Hyper-parameters: 0.144664 0.145282 0.200190 0.189281 0.205122 0.344971 0.281282 Expected Total MS Cnt: 82.4731 ITERATION NUMBER 128. Current Log-Posterior: 113246 Step Size: 2662.540096 Smoothing Hyper-parameters: 0.209844 0.161035 0.185877 0.263054 0.274981 0.116985 0.402910 Expected Total MS Cnt: 83.8882 ITERATION NUMBER 129. Current Log-Posterior: 87715 Step Size: -25531.1403 Smoothing Hyper-parameters: 0.148321 0.134288 0.149573 0.309949 0.310839 0.102164 0.169150 Expected Total MS Cnt: 83.3757 ITERATION NUMBER 130. Current Log-Posterior: 114758 Step Size: 27042.51337 Smoothing Hyper-parameters: 0.076737 0.230174 0.330832 0.188480 0.258509 0.260526 0.097806 Expected Total MS Cnt: 97.3586 ITERATION NUMBER 131. Current Log-Posterior: 180795 Step Size: 66037.81076 Smoothing Hyper-parameters: 0.075094 0.134114 0.296783 0.223373 0.193597 0.429331 0.208637 Expected Total MS Cnt: 111.792 ITERATION NUMBER 132. Current Log-Posterior: 190285 Step Size: 9489.583291 Smoothing Hyper-parameters: 0.174187 0.185893 0.251389 0.213179 0.242970 0.166977 0.256822 Expected Total MS Cnt: 113.548 ITERATION NUMBER 133. Current Log-Posterior: 94928.3 Step Size: -95356.62947 Smoothing Hyper-parameters: 0.256184 0.297894 0.330402 0.201135 0.277469 0.288513 0.203665 Expected Total MS Cnt: 79.1676 ITERATION NUMBER 134. Current Log-Posterior: 66557.2 Step Size: -28371.12586 Smoothing Hyper-parameters: 0.208001 0.164529 0.175571 0.209638 0.255011 0.127396 0.209230 Expected Total MS Cnt: 106.765 ITERATION NUMBER 135. Current Log-Posterior: 87596.2 Step Size: 21039.07104 Smoothing Hyper-parameters: 0.121579 0.421424 0.206781 0.288100 0.271051 0.193667 0.270118 Expected Total MS Cnt: 135.842 ITERATION NUMBER 136. Current Log-Posterior: 116052 Step Size: 28456.13802 Smoothing Hyper-parameters: 0.088741 0.134668 0.219571 0.390609 0.241330 0.112573 0.036128 Expected Total MS Cnt: 156.122 ITERATION NUMBER 137. Current Log-Posterior: 165808 Step Size: 49755.62471 Smoothing Hyper-parameters: 0.142791 0.192566 0.429068 0.405810 0.236808 0.306217 0.198018 Expected Total MS Cnt: 160.333 ITERATION NUMBER 138. Current Log-Posterior: 107719 Step Size: -58088.83858 Smoothing Hyper-parameters: 0.133808 0.195582 0.314425 0.253659 0.205349 0.182970 0.169530 Expected Total MS Cnt: 180.005 ITERATION NUMBER 139. Current Log-Posterior: 113770 Step Size: 6051.317527 Smoothing Hyper-parameters: 0.139182 0.292522 0.290880 0.438487 0.321391 0.243279 0.308662 Expected Total MS Cnt: 172.968 ITERATION NUMBER 140. Current Log-Posterior: 105499 Step Size: -8271.829559 Smoothing Hyper-parameters: 0.087833 0.179752 0.409524 0.346158 0.147536 0.243290 0.201333 Expected Total MS Cnt: 161.578 ITERATION NUMBER 141. Current Log-Posterior: 161464 Step Size: 55965.83866 Smoothing Hyper-parameters: 0.108217 0.230670 0.298955 0.207514 0.327720 0.202758 0.201112 Expected Total MS Cnt: 178.718 ITERATION NUMBER 142. Current Log-Posterior: 133952 Step Size: -27512.32175 Smoothing Hyper-parameters: 0.101459 0.271157 0.376771 0.320964 0.182321 0.210686 0.336248 Expected Total MS Cnt: 173.859 ITERATION NUMBER 143. Current Log-Posterior: 136594 Step Size: 2642.04608 Smoothing Hyper-parameters: 0.126583 0.289234 0.334557 0.384477 0.264506 0.287874 0.149830 Expected Total MS Cnt: 171.318 ITERATION NUMBER 144. Current Log-Posterior: 115762 Step Size: -20831.85191 Smoothing Hyper-parameters: 0.132210 0.204018 0.270523 0.333111 0.170114 0.159900 0.365249 Expected Total MS Cnt: 182.362 ITERATION NUMBER 145. Current Log-Posterior: 114193 Step Size: -1569.644586 Smoothing Hyper-parameters: 0.220531 0.264765 0.273585 0.236358 0.275507 0.138052 0.299129 Expected Total MS Cnt: 172.545 ITERATION NUMBER 146. Current Log-Posterior: 76021.5 Step Size: -38171.2455 Smoothing Hyper-parameters: 0.186950 0.254203 0.248077 0.404785 0.203515 0.201401 0.256301 Expected Total MS Cnt: 163.437 ITERATION NUMBER 147. Current Log-Posterior: 86014.1 Step Size: 9992.589503 Smoothing Hyper-parameters: 0.284800 0.304916 0.290305 0.207884 0.181663 0.242370 0.143336 Expected Total MS Cnt: 164.741 ITERATION NUMBER 148. Current Log-Posterior: 62166.2 Step Size: -23847.86416 Smoothing Hyper-parameters: 0.266955 0.288005 0.396882 0.222091 0.280536 0.271970 0.291364 Expected Total MS Cnt: 196.588 ITERATION NUMBER 149. Current Log-Posterior: 65455.2 Step Size: 3289.051945 Smoothing Hyper-parameters: 0.321729 0.320867 0.239026 0.249360 0.347898 0.201289 0.179162 Expected Total MS Cnt: 196.081 ITERATION NUMBER 150. Current Log-Posterior: 57146.7 Step Size: -8308.490758 Smoothing Hyper-parameters: 0.143838 0.242981 0.496595 0.272615 0.189951 0.341065 0.173366 Expected Total MS Cnt: 199.579 ITERATION NUMBER 151. Current Log-Posterior: 105348 Step Size: 48200.82613 Smoothing Hyper-parameters: 0.185973 0.160422 0.353748 0.266818 0.288569 0.255192 0.196877 Expected Total MS Cnt: 194.39 ITERATION NUMBER 152. Current Log-Posterior: 92640.5 Step Size: -12707.04836 Smoothing Hyper-parameters: 0.158212 0.296804 0.389897 0.306321 0.206011 0.290249 0.106513 Expected Total MS Cnt: 186.847 ITERATION NUMBER 153. Current Log-Posterior: 94636 Step Size: 1995.503869 Smoothing Hyper-parameters: 0.133538 0.204094 0.350387 0.407156 0.256998 0.169747 0.249152 Expected Total MS Cnt: 166.577 ITERATION NUMBER 154. Current Log-Posterior: 113834 Step Size: 19197.63309 Smoothing Hyper-parameters: 0.131554 0.233266 0.288751 0.417418 0.284695 0.208621 0.113702 Expected Total MS Cnt: 190.8 ITERATION NUMBER 155. Current Log-Posterior: 112120 Step Size: -1714.067111 Smoothing Hyper-parameters: 0.197455 0.198405 0.285523 0.294529 0.276686 0.347669 0.297404 Expected Total MS Cnt: 200.367 ITERATION NUMBER 156. Current Log-Posterior: 86001 Step Size: -26118.55363 Smoothing Hyper-parameters: 0.204738 0.316477 0.349269 0.409748 0.343004 0.162293 0.248440 Expected Total MS Cnt: 209.038 ITERATION NUMBER 157. Current Log-Posterior: 76840.6 Step Size: -9160.442837 Smoothing Hyper-parameters: 0.286974 0.185805 0.297653 0.312363 0.437998 0.162302 0.203322 Expected Total MS Cnt: 208.071 ITERATION NUMBER 158. Current Log-Posterior: 67667.7 Step Size: -9172.892459 Smoothing Hyper-parameters: 0.151489 0.332292 0.286055 0.318843 0.325116 0.144484 0.157137 Expected Total MS Cnt: 195.217 ITERATION NUMBER 159. Current Log-Posterior: 97079.2 Step Size: 29411.45684 Smoothing Hyper-parameters: 0.225640 0.207733 0.346699 0.269949 0.371356 0.178629 0.333995 Expected Total MS Cnt: 170.543 ITERATION NUMBER 160. Current Log-Posterior: 77736.8 Step Size: -19342.32484 Smoothing Hyper-parameters: 0.202357 0.238056 0.334770 0.379831 0.338318 0.242971 0.191441 Expected Total MS Cnt: 202.487 ITERATION NUMBER 161. Current Log-Posterior: 80577.6 Step Size: 2840.773046 Smoothing Hyper-parameters: 0.224935 0.251911 0.296040 0.341275 0.307333 0.234299 0.225123 Expected Total MS Cnt: 182.219 ITERATION NUMBER 162. Current Log-Posterior: 75681.7 Step Size: -4895.940654 Smoothing Hyper-parameters: 0.278328 0.189300 0.226216 0.362465 0.263125 0.311694 0.293931 Expected Total MS Cnt: 174.431 ITERATION NUMBER 163. Current Log-Posterior: 69669.7 Step Size: -6011.959308 Smoothing Hyper-parameters: 0.165690 0.215510 0.294873 0.241478 0.293686 0.251703 0.238888 Expected Total MS Cnt: 161.925 ITERATION NUMBER 164. Current Log-Posterior: 96334.5 Step Size: 26664.80738 Smoothing Hyper-parameters: 0.287064 0.210768 0.346969 0.367803 0.260683 0.223626 0.202612 Expected Total MS Cnt: 166.662 ITERATION NUMBER 165. Current Log-Posterior: 65067.4 Step Size: -31267.09463 Smoothing Hyper-parameters: 0.135120 0.226231 0.255975 0.250372 0.248474 0.298150 0.146593 Expected Total MS Cnt: 139.839 ITERATION NUMBER 166. Current Log-Posterior: 112471 Step Size: 47403.09947 Smoothing Hyper-parameters: 0.177076 0.322388 0.239384 0.332436 0.178073 0.246490 0.197120 Expected Total MS Cnt: 147.549 ITERATION NUMBER 167. Current Log-Posterior: 86973.6 Step Size: -25496.92166 Smoothing Hyper-parameters: 0.166351 0.186606 0.261548 0.252802 0.265313 0.385135 0.181419 Expected Total MS Cnt: 145.882 ITERATION NUMBER 168. Current Log-Posterior: 98030.3 Step Size: 11056.6629 Smoothing Hyper-parameters: 0.115300 0.185543 0.324192 0.278337 0.319254 0.181005 0.348041 Expected Total MS Cnt: 134.825 ITERATION NUMBER 169. Current Log-Posterior: 127543 Step Size: 29512.45289 Smoothing Hyper-parameters: 0.252744 0.271258 0.350298 0.300095 0.309100 0.317298 0.288325 Expected Total MS Cnt: 122.623 ITERATION NUMBER 170. Current Log-Posterior: 67875.2 Step Size: -59667.48781 Smoothing Hyper-parameters: 0.370894 0.251341 0.291722 0.195622 0.309261 0.354223 0.250942 Expected Total MS Cnt: 161.068 ITERATION NUMBER 171. Current Log-Posterior: 54420.8 Step Size: -13454.39092 Smoothing Hyper-parameters: 0.339446 0.299189 0.244906 0.271499 0.233959 0.205655 0.238697 Expected Total MS Cnt: 158.654 ITERATION NUMBER 172. Current Log-Posterior: 55171.8 Step Size: 751.002334 Smoothing Hyper-parameters: 0.173973 0.286497 0.247892 0.308276 0.231096 0.328653 0.134946 Expected Total MS Cnt: 156.085 ITERATION NUMBER 173. Current Log-Posterior: 89697 Step Size: 34525.20084 Smoothing Hyper-parameters: 0.272147 0.242539 0.346855 0.255369 0.364478 0.176371 0.272722 Expected Total MS Cnt: 181.697 ITERATION NUMBER 174. Current Log-Posterior: 65833.2 Step Size: -23863.86306 Smoothing Hyper-parameters: 0.132180 0.186952 0.368723 0.416781 0.379819 0.285543 0.252294 Expected Total MS Cnt: 166.469 ITERATION NUMBER 175. Current Log-Posterior: 115347 Step Size: 49513.33242 Smoothing Hyper-parameters: 0.165723 0.325168 0.361646 0.414356 0.282602 0.206971 0.231125 Expected Total MS Cnt: 162.199 ITERATION NUMBER 176. Current Log-Posterior: 90658.6 Step Size: -24687.89494 Smoothing Hyper-parameters: 0.155327 0.323973 0.286995 0.333718 0.345955 0.115291 0.200996 Expected Total MS Cnt: 140.338 ITERATION NUMBER 177. Current Log-Posterior: 95716.5 Step Size: 5057.91013 Smoothing Hyper-parameters: 0.191370 0.251130 0.238347 0.372659 0.236396 0.284123 0.266862 Expected Total MS Cnt: 139.966 ITERATION NUMBER 178. Current Log-Posterior: 84167.1 Step Size: -11549.46647 Smoothing Hyper-parameters: 0.146480 0.298394 0.264936 0.257335 0.277941 0.179706 0.197592 Expected Total MS Cnt: 117.235 ITERATION NUMBER 179. Current Log-Posterior: 102921 Step Size: 18753.7362 Smoothing Hyper-parameters: 0.247517 0.258595 0.335692 0.242053 0.281471 0.179683 0.156017 Expected Total MS Cnt: 108.342 ITERATION NUMBER 180. Current Log-Posterior: 69079.8 Step Size: -33841.01278 Smoothing Hyper-parameters: 0.205396 0.210485 0.269270 0.305261 0.220754 0.236634 0.195713 Expected Total MS Cnt: 121.461 ITERATION NUMBER 181. Current Log-Posterior: 82365.5 Step Size: 13285.68934 Smoothing Hyper-parameters: 0.256519 0.275502 0.216672 0.261152 0.180825 0.246108 0.175849 Expected Total MS Cnt: 124.632 ITERATION NUMBER 182. Current Log-Posterior: 68287.2 Step Size: -14078.23523 Smoothing Hyper-parameters: 0.278394 0.166610 0.323520 0.284593 0.377702 0.243028 0.239198 Expected Total MS Cnt: 112.973 ITERATION NUMBER 183. Current Log-Posterior: 70984 Step Size: 2696.733947 Smoothing Hyper-parameters: 0.355177 0.227584 0.360018 0.228359 0.252266 0.310028 0.321057 Expected Total MS Cnt: 96.9009 ITERATION NUMBER 184. Current Log-Posterior: 55910.4 Step Size: -15073.5725 Smoothing Hyper-parameters: 0.225734 0.312030 0.241049 0.286843 0.256160 0.196982 0.142666 Expected Total MS Cnt: 126.736 ITERATION NUMBER 185. Current Log-Posterior: 73192.8 Step Size: 17282.44185 Smoothing Hyper-parameters: 0.221150 0.293436 0.240095 0.265420 0.122050 0.245095 0.201397 Expected Total MS Cnt: 142.713 ITERATION NUMBER 186. Current Log-Posterior: 74585.5 Step Size: 1392.608487 Smoothing Hyper-parameters: 0.273251 0.237140 0.293486 0.266506 0.250753 0.178415 0.243016 Expected Total MS Cnt: 111.315 ITERATION NUMBER 187. Current Log-Posterior: 66390.5 Step Size: -8194.974319 Smoothing Hyper-parameters: 0.271959 0.251497 0.375540 0.292551 0.252606 0.230866 0.153262 Expected Total MS Cnt: 115.98 ITERATION NUMBER 188. Current Log-Posterior: 65900.5 Step Size: -489.9515917 Smoothing Hyper-parameters: 0.302440 0.274073 0.425352 0.256209 0.177118 0.275793 0.113215 Expected Total MS Cnt: 133.717 ITERATION NUMBER 189. Current Log-Posterior: 59885.6 Step Size: -6014.930841 Smoothing Hyper-parameters: 0.183579 0.446510 0.390829 0.298943 0.227359 0.101117 0.157111 Expected Total MS Cnt: 121.735 ITERATION NUMBER 190. Current Log-Posterior: 81203.3 Step Size: 21317.69559 Smoothing Hyper-parameters: 0.174848 0.209890 0.335549 0.345545 0.258645 0.311691 0.164644 Expected Total MS Cnt: 131.033 ITERATION NUMBER 191. Current Log-Posterior: 92292.3 Step Size: 11089.00912 Smoothing Hyper-parameters: 0.326306 0.265026 0.376873 0.265427 0.173037 0.239804 0.278575 Expected Total MS Cnt: 143.594 ITERATION NUMBER 192. Current Log-Posterior: 56850 Step Size: -35442.34451 Smoothing Hyper-parameters: 0.219935 0.252106 0.321692 0.304549 0.269503 0.249508 0.155606 Expected Total MS Cnt: 135.514 ITERATION NUMBER 193. Current Log-Posterior: 75340.4 Step Size: 18490.39706 Smoothing Hyper-parameters: 0.066694 0.275207 0.362242 0.210188 0.219858 0.231646 0.251950 Expected Total MS Cnt: 152.011 ITERATION NUMBER 194. Current Log-Posterior: 200441 Step Size: 125100.5371 Smoothing Hyper-parameters: 0.067064 0.292823 0.225220 0.372213 0.217272 0.132521 0.156536 Expected Total MS Cnt: 153.572 ITERATION NUMBER 195. Current Log-Posterior: 197320 Step Size: -3120.993925 Smoothing Hyper-parameters: 0.174741 0.192573 0.317763 0.365656 0.252969 0.284754 0.173017 Expected Total MS Cnt: 169.492 ITERATION NUMBER 196. Current Log-Posterior: 94816.1 Step Size: -102503.7604 Smoothing Hyper-parameters: 0.266537 0.172766 0.225815 0.285680 0.259637 0.279951 0.161868 Expected Total MS Cnt: 152.966 ITERATION NUMBER 197. Current Log-Posterior: 72928.9 Step Size: -21887.21776 Smoothing Hyper-parameters: 0.205127 0.250827 0.199472 0.329847 0.261830 0.258072 0.232302 Expected Total MS Cnt: 141.276 ITERATION NUMBER 198. Current Log-Posterior: 81458.7 Step Size: 8529.794557 Smoothing Hyper-parameters: 0.223016 0.230717 0.248824 0.189017 0.170866 0.227925 0.189037 Expected Total MS Cnt: 148.537 ITERATION NUMBER 199. Current Log-Posterior: 77431 Step Size: -4027.683446 Smoothing Hyper-parameters: 0.163936 0.172841 0.356833 0.284719 0.240673 0.336916 0.214560 Expected Total MS Cnt: 156.404 ITERATION NUMBER 200. Current Log-Posterior: 98960.7 Step Size: 21529.62781 Smoothing Hyper-parameters: 0.188713 0.210262 0.330373 0.354030 0.295792 0.203285 0.305975 Expected Total MS Cnt: 161.032 ITERATION NUMBER 201. Current Log-Posterior: 87151 Step Size: -11809.68084 Smoothing Hyper-parameters: 0.091355 0.356204 0.308448 0.381570 0.247545 0.252110 0.207226 Expected Total MS Cnt: 154.712 ITERATION NUMBER 202. Current Log-Posterior: 149446 Step Size: 62294.62278 Smoothing Hyper-parameters: 0.163213 0.366713 0.342163 0.243994 0.214379 0.197372 0.144327 Expected Total MS Cnt: 182.304 ITERATION NUMBER 203. Current Log-Posterior: 90638.6 Step Size: -58807.00657 Smoothing Hyper-parameters: 0.255541 0.227436 0.436258 0.285705 0.188465 0.155049 0.251354 Expected Total MS Cnt: 176.266 ITERATION NUMBER 204. Current Log-Posterior: 69390.6 Step Size: -21248.00736 Smoothing Hyper-parameters: 0.162887 0.355892 0.388403 0.233619 0.315179 0.132744 0.119861 Expected Total MS Cnt: 187.115 ITERATION NUMBER 205. Current Log-Posterior: 90849 Step Size: 21458.38627 Smoothing Hyper-parameters: 0.278654 0.236363 0.334655 0.268495 0.251602 0.178883 0.295967 Expected Total MS Cnt: 192.281 ITERATION NUMBER 206. Current Log-Posterior: 65776.4 Step Size: -25072.60628 Smoothing Hyper-parameters: 0.301043 0.319058 0.222896 0.329713 0.345061 0.209293 0.119217 Expected Total MS Cnt: 160.539 ITERATION NUMBER 207. Current Log-Posterior: 59883 Step Size: -5893.393792 Smoothing Hyper-parameters: 0.111655 0.165155 0.413322 0.351069 0.260527 0.230980 0.295745 Expected Total MS Cnt: 174.386 ITERATION NUMBER 208. Current Log-Posterior: 133939 Step Size: 74055.62262 Smoothing Hyper-parameters: 0.115763 0.336516 0.281693 0.404606 0.373838 0.211289 0.198112 Expected Total MS Cnt: 186.615 ITERATION NUMBER 209. Current Log-Posterior: 122668 Step Size: -11270.61236 Smoothing Hyper-parameters: 0.111507 0.203947 0.279792 0.368897 0.237034 0.177374 0.054309 Expected Total MS Cnt: 184.768 ITERATION NUMBER 210. Current Log-Posterior: 132039 Step Size: 9370.775941 Smoothing Hyper-parameters: 0.127894 0.270209 0.271483 0.348637 0.387904 0.199105 0.233358 Expected Total MS Cnt: 190.056 ITERATION NUMBER 211. Current Log-Posterior: 114044 Step Size: -17995.21065 Smoothing Hyper-parameters: 0.181275 0.212268 0.371429 0.339178 0.322719 0.153101 0.282367 Expected Total MS Cnt: 200.696 ITERATION NUMBER 212. Current Log-Posterior: 89148.7 Step Size: -24894.84098 Smoothing Hyper-parameters: 0.172034 0.202469 0.237033 0.262000 0.211095 0.210781 0.239144 Expected Total MS Cnt: 202.57 ITERATION NUMBER 213. Current Log-Posterior: 94313.6 Step Size: 5164.927258 Smoothing Hyper-parameters: 0.063674 0.426390 0.265232 0.227987 0.233710 0.261822 0.158746 Expected Total MS Cnt: 201.667 ITERATION NUMBER 214. Current Log-Posterior: 204831 Step Size: 110517.3256 Smoothing Hyper-parameters: 0.062591 0.369352 0.267920 0.219130 0.169883 0.257121 0.165887 Expected Total MS Cnt: 176.862 ITERATION NUMBER 215. Current Log-Posterior: 207974 Step Size: 3142.937131 Smoothing Hyper-parameters: 0.100955 0.253138 0.162203 0.349807 0.328045 0.205988 0.160180 Expected Total MS Cnt: 179.492 ITERATION NUMBER 216. Current Log-Posterior: 142650 Step Size: -65323.48161 Smoothing Hyper-parameters: 0.095661 0.319037 0.215607 0.277535 0.291386 0.223347 0.191267 Expected Total MS Cnt: 176.963 ITERATION NUMBER 217. Current Log-Posterior: 146155 Step Size: 3504.644883 Smoothing Hyper-parameters: 0.156991 0.139130 0.223405 0.311340 0.309586 0.269588 0.153285 Expected Total MS Cnt: 152.201 ITERATION NUMBER 218. Current Log-Posterior: 108395 Step Size: -37760.05617 Smoothing Hyper-parameters: 0.078874 0.187460 0.220801 0.269262 0.364406 0.116608 0.148422 Expected Total MS Cnt: 129.856 ITERATION NUMBER 219. Current Log-Posterior: 177993 Step Size: 69598.42072 Smoothing Hyper-parameters: 0.188435 0.181879 0.206461 0.363974 0.330683 0.064599 0.282027 Expected Total MS Cnt: 117.708 ITERATION NUMBER 220. Current Log-Posterior: 89947 Step Size: -88046.42509 Smoothing Hyper-parameters: 0.068682 0.168967 0.260393 0.214154 0.329340 0.061564 0.384340 Expected Total MS Cnt: 121.935 ITERATION NUMBER 221. Current Log-Posterior: 201184 Step Size: 111236.6975 Smoothing Hyper-parameters: 0.114119 0.129112 0.264172 0.257951 0.193864 0.259712 0.180305 Expected Total MS Cnt: 120.813 ITERATION NUMBER 222. Current Log-Posterior: 137754 Step Size: -63430.17221 Smoothing Hyper-parameters: 0.068292 0.191698 0.299167 0.277096 0.257944 0.089948 0.235090 Expected Total MS Cnt: 133.444 ITERATION NUMBER 223. Current Log-Posterior: 199984 Step Size: 62230.88992 Smoothing Hyper-parameters: 0.090258 0.231264 0.297762 0.193444 0.301520 0.173180 0.247891 Expected Total MS Cnt: 110.617 ITERATION NUMBER 224. Current Log-Posterior: 153942 Step Size: -46042.66493 Smoothing Hyper-parameters: 0.187560 0.122003 0.237696 0.404247 0.307631 0.289719 0.286834 Expected Total MS Cnt: 82.1145 ITERATION NUMBER 225. Current Log-Posterior: 97408.7 Step Size: -56533.08416 Smoothing Hyper-parameters: 0.077957 0.099628 0.212116 0.317971 0.254016 0.126074 0.332845 Expected Total MS Cnt: 83.6203 ITERATION NUMBER 226. Current Log-Posterior: 192304 Step Size: 94895.23653 Smoothing Hyper-parameters: 0.157748 0.181641 0.231615 0.192379 0.227327 0.232966 0.216062 Expected Total MS Cnt: 88.6817 ITERATION NUMBER 227. Current Log-Posterior: 103343 Step Size: -88960.81927 Smoothing Hyper-parameters: 0.119734 0.223341 0.259419 0.264349 0.143666 0.113160 0.154079 Expected Total MS Cnt: 98.4189 ITERATION NUMBER 228. Current Log-Posterior: 123580 Step Size: 20236.66594 Smoothing Hyper-parameters: 0.134885 0.246686 0.280439 0.128298 0.285821 0.169940 0.171862 Expected Total MS Cnt: 93.8061 ITERATION NUMBER 229. Current Log-Posterior: 110912 Step Size: -12667.92309 Smoothing Hyper-parameters: 0.258910 0.133195 0.238437 0.233815 0.224309 0.336526 0.149993 Expected Total MS Cnt: 102.62 ITERATION NUMBER 230. Current Log-Posterior: 79305.6 Step Size: -31606.22745 Smoothing Hyper-parameters: 0.076365 0.292536 0.270209 0.247773 0.316788 0.148558 0.283054 Expected Total MS Cnt: 95.8097 ITERATION NUMBER 231. Current Log-Posterior: 175729 Step Size: 96423.24826 Smoothing Hyper-parameters: 0.061585 0.319408 0.253605 0.189163 0.111183 0.205716 0.169002 Expected Total MS Cnt: 100.915 ITERATION NUMBER 232. Current Log-Posterior: 215286 Step Size: 39557.38411 Smoothing Hyper-parameters: 0.118932 0.186649 0.288186 0.346218 0.193140 0.076118 0.129327 Expected Total MS Cnt: 101.703 ITERATION NUMBER 233. Current Log-Posterior: 125733 Step Size: -89553.50859 Smoothing Hyper-parameters: 0.144628 0.316619 0.235115 0.219849 0.182634 0.155443 0.162860 Expected Total MS Cnt: 117.407 ITERATION NUMBER 234. Current Log-Posterior: 102695 Step Size: -23037.63487 Smoothing Hyper-parameters: 0.090133 0.274571 0.217777 0.239822 0.218083 0.175209 0.189525 Expected Total MS Cnt: 117.531 ITERATION NUMBER 235. Current Log-Posterior: 152460 Step Size: 49764.90508 Smoothing Hyper-parameters: 0.074246 0.230438 0.250578 0.296974 0.274679 0.176502 0.298050 Expected Total MS Cnt: 103.144 ITERATION NUMBER 236. Current Log-Posterior: 181990 Step Size: 29529.83253 Smoothing Hyper-parameters: 0.124142 0.344151 0.176104 0.304784 0.295213 0.268613 0.261846 Expected Total MS Cnt: 103.811 ITERATION NUMBER 237. Current Log-Posterior: 116337 Step Size: -65652.67122 Smoothing Hyper-parameters: 0.194670 0.340529 0.281318 0.278835 0.282064 0.257557 0.086323 Expected Total MS Cnt: 108.734 ITERATION NUMBER 238. Current Log-Posterior: 79877.5 Step Size: -36459.6863 Smoothing Hyper-parameters: 0.190971 0.330466 0.213061 0.192556 0.175020 0.288265 0.257229 Expected Total MS Cnt: 120.872 ITERATION NUMBER 239. Current Log-Posterior: 83057.7 Step Size: 3180.207565 Smoothing Hyper-parameters: 0.176795 0.334345 0.278299 0.375389 0.275262 0.274136 0.133427 Expected Total MS Cnt: 105.903 ITERATION NUMBER 240. Current Log-Posterior: 86638 Step Size: 3580.364036 Smoothing Hyper-parameters: 0.081497 0.266122 0.344526 0.312855 0.173892 0.255905 0.177523 Expected Total MS Cnt: 84.722 ITERATION NUMBER 241. Current Log-Posterior: 168863 Step Size: 82224.94955 Smoothing Hyper-parameters: 0.072457 0.173025 0.333925 0.228106 0.243073 0.121811 0.232703 Expected Total MS Cnt: 86.0543 ITERATION NUMBER 242. Current Log-Posterior: 190969 Step Size: 22105.53221 Smoothing Hyper-parameters: 0.060731 0.206613 0.315744 0.349982 0.162800 0.205101 0.185462 Expected Total MS Cnt: 113.722 ITERATION NUMBER 243. Current Log-Posterior: 218163 Step Size: 27194.29296 Smoothing Hyper-parameters: 0.078098 0.307999 0.226242 0.265859 0.237536 0.232022 0.163815 Expected Total MS Cnt: 102.65 ITERATION NUMBER 244. Current Log-Posterior: 174836 Step Size: -43326.97082 Smoothing Hyper-parameters: 0.100854 0.153304 0.301544 0.302186 0.323629 0.236015 0.152695 Expected Total MS Cnt: 85.4321 ITERATION NUMBER 245. Current Log-Posterior: 147222 Step Size: -27613.61446 Smoothing Hyper-parameters: 0.125574 0.138068 0.290925 0.167892 0.250926 0.252697 0.351923 Expected Total MS Cnt: 103.016 ITERATION NUMBER 246. Current Log-Posterior: 126038 Step Size: -21184.33069 Smoothing Hyper-parameters: 0.026425 0.189465 0.319372 0.259929 0.269878 0.231238 0.246153 Expected Total MS Cnt: 106.296 ITERATION NUMBER 247. Current Log-Posterior: 486812 Step Size: 360773.8122 Smoothing Hyper-parameters: 0.065080 0.182564 0.191388 0.320534 0.126871 0.359920 0.194823 Expected Total MS Cnt: 83.4671 ITERATION NUMBER 248. Current Log-Posterior: 210304 Step Size: -276507.7435 Smoothing Hyper-parameters: 0.031951 0.068804 0.155819 0.252847 0.261853 0.254117 0.087065 Expected Total MS Cnt: 92.9894 ITERATION NUMBER 249. Current Log-Posterior: 428903 Step Size: 218598.6528 Smoothing Hyper-parameters: 0.012024 0.131087 0.177357 0.266000 0.295349 0.271878 0.131442 Expected Total MS Cnt: 82.0874 ITERATION NUMBER 250. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.005822 0.238955 0.246602 0.226804 0.269646 0.193013 0.127798 Expected Total MS Cnt: 87.7014 ITERATION NUMBER 251. Current Log-Posterior: inf Step Size: nan Smoothing Hyper-parameters: 0.032342 0.177529 0.239465 0.327205 0.212389 0.211752 0.171684 Expected Total MS Cnt: 100.334 ITERATION NUMBER 252. Current Log-Posterior: 400016 Step Size: -inf Smoothing Hyper-parameters: 0.078406 0.213583 0.316642 0.285336 0.248625 0.267494 0.197807 Expected Total MS Cnt: 87.5518 ITERATION NUMBER 253. Current Log-Posterior: 177452 Step Size: -222564.1867 Smoothing Hyper-parameters: 0.025374 0.290907 0.236177 0.278218 0.249034 0.239503 0.244127 Expected Total MS Cnt: 101.619 ITERATION NUMBER 254. Current Log-Posterior: 498481 Step Size: 321029.5658 Smoothing Hyper-parameters: 0.099219 0.232387 0.236041 0.301974 0.279162 0.350464 0.123460 Expected Total MS Cnt: 122.028 ITERATION NUMBER 255. Current Log-Posterior: 143624 Step Size: -354857.4952 Smoothing Hyper-parameters: 0.181160 0.286598 0.307982 0.297201 0.260520 0.203367 0.292953 Expected Total MS Cnt: 107.415 ITERATION NUMBER 256. Current Log-Posterior: 86004.4 Step Size: -57619.39653 Smoothing Hyper-parameters: 0.217424 0.095473 0.351851 0.217716 0.231227 0.180057 0.221636 Expected Total MS Cnt: 124.998 ITERATION NUMBER 257. Current Log-Posterior: 95663.3 Step Size: 9658.925926 Smoothing Hyper-parameters: 0.110379 0.214044 0.391859 0.155530 0.257418 0.129012 0.203558 Expected Total MS Cnt: 107.76 ITERATION NUMBER 258. Current Log-Posterior: 131668 Step Size: 36004.48508 Smoothing Hyper-parameters: 0.104367 0.151387 0.314315 0.208422 0.309756 0.097111 0.252819 Expected Total MS Cnt: 117.358 ITERATION NUMBER 259. Current Log-Posterior: 143407 Step Size: 11739.58385 Smoothing Hyper-parameters: 0.108280 0.144170 0.301505 0.295635 0.229328 0.197507 0.175990 Expected Total MS Cnt: 102.067 ITERATION NUMBER 260. Current Log-Posterior: 140722 Step Size: -2685.641167 Smoothing Hyper-parameters: 0.202933 0.112171 0.190119 0.118930 0.196510 0.332697 0.202745 Expected Total MS Cnt: 88.5929 ITERATION NUMBER 261. Current Log-Posterior: 97060.1 Step Size: -43661.63273 Smoothing Hyper-parameters: 0.078613 0.236694 0.254364 0.364850 0.260279 0.181424 0.123936 Expected Total MS Cnt: 83.4914 ITERATION NUMBER 262. Current Log-Posterior: 173575 Step Size: 76515.02948 Smoothing Hyper-parameters: 0.168369 0.155663 0.157894 0.331489 0.249820 0.351999 0.223389 Expected Total MS Cnt: 121.35 ITERATION NUMBER 263. Current Log-Posterior: 101711 Step Size: -71863.76551 Smoothing Hyper-parameters: 0.118927 0.270230 0.301944 0.263904 0.241501 0.080981 0.110257 Expected Total MS Cnt: 113.243 ITERATION NUMBER 264. Current Log-Posterior: 120713 Step Size: 19001.66219 Smoothing Hyper-parameters: 0.061726 0.178131 0.343546 0.221499 0.273408 0.318497 0.262527 Expected Total MS Cnt: 125.747 ITERATION NUMBER 265. Current Log-Posterior: 218943 Step Size: 98229.62589 Smoothing Hyper-parameters: 0.183865 0.266862 0.241088 0.315854 0.288325 0.204518 0.259695 Expected Total MS Cnt: 116.68 ITERATION NUMBER 266. Current Log-Posterior: 86118.6 Step Size: -132824.0769 Smoothing Hyper-parameters: 0.139408 0.158929 0.238519 0.213041 0.301474 0.220408 0.299294 Expected Total MS Cnt: 111.761 ITERATION NUMBER 267. Current Log-Posterior: 115135 Step Size: 29016.1228 Smoothing Hyper-parameters: 0.260448 0.251489 0.226691 0.341672 0.247552 0.228041 0.170960 Expected Total MS Cnt: 114.684 ITERATION NUMBER 268. Current Log-Posterior: 68534.5 Step Size: -46600.22587 Smoothing Hyper-parameters: 0.221650 0.191152 0.222788 0.369879 0.259797 0.380076 0.133024 Expected Total MS Cnt: 108.956 ITERATION NUMBER 269. Current Log-Posterior: 79645.3 Step Size: 11110.8214 Smoothing Hyper-parameters: 0.208153 0.155664 0.199376 0.284887 0.190034 0.261938 0.161817 Expected Total MS Cnt: 110.048 ITERATION NUMBER 270. Current Log-Posterior: 87118.4 Step Size: 7473.07022 Smoothing Hyper-parameters: 0.047240 0.281856 0.348985 0.315829 0.155261 0.219895 0.225626 Expected Total MS Cnt: 118.528 ITERATION NUMBER 271. Current Log-Posterior: 273406 Step Size: 186288.1168 Smoothing Hyper-parameters: 0.060394 0.253172 0.310006 0.193263 0.308591 0.188397 0.359539 Expected Total MS Cnt: 112.856 ITERATION NUMBER 272. Current Log-Posterior: 218912 Step Size: -54494.24097 Smoothing Hyper-parameters: 0.078758 0.254887 0.247160 0.228089 0.257031 0.161345 0.070305 Expected Total MS Cnt: 102.127 ITERATION NUMBER 273. Current Log-Posterior: 175339 Step Size: -43573.49628 Smoothing Hyper-parameters: 0.061129 0.228935 0.328423 0.238371 0.244674 0.304078 0.210569 Expected Total MS Cnt: 117.066 ITERATION NUMBER 274. Current Log-Posterior: 220324 Step Size: 44985.57624 Smoothing Hyper-parameters: 0.058869 0.176458 0.278969 0.284958 0.207919 0.122631 0.166458 Expected Total MS Cnt: 121.331 ITERATION NUMBER 275. Current Log-Posterior: 228490 Step Size: 8166.098791 Smoothing Hyper-parameters: 0.046680 0.380483 0.351652 0.256729 0.216725 0.167579 0.344032 Expected Total MS Cnt: 100.622 ITERATION NUMBER 276. Current Log-Posterior: 275280 Step Size: 46789.80384 Smoothing Hyper-parameters: 0.227248 0.375230 0.338418 0.274318 0.171996 0.231498 0.154069 Expected Total MS Cnt: 113.696 ITERATION NUMBER 277. Current Log-Posterior: 70330.3 Step Size: -204949.9804 Smoothing Hyper-parameters: 0.108424 0.175491 0.332542 0.233038 0.159481 0.373745 0.232985 Expected Total MS Cnt: 105.215 ITERATION NUMBER 278. Current Log-Posterior: 136948 Step Size: 66617.47015 Smoothing Hyper-parameters: 0.134132 0.291662 0.155723 0.390072 0.231298 0.169726 0.158382 Expected Total MS Cnt: 106.127 ITERATION NUMBER 279. Current Log-Posterior: 110549 Step Size: -26398.55879 Smoothing Hyper-parameters: 0.152337 0.200917 0.240623 0.305519 0.161133 0.242685 0.238312 Expected Total MS Cnt: 140.093 ITERATION NUMBER 280. Current Log-Posterior: 103388 Step Size: -7160.759285 Smoothing Hyper-parameters: 0.078419 0.294960 0.269166 0.248576 0.167318 0.160462 0.247636 Expected Total MS Cnt: 125.908 ITERATION NUMBER 281. Current Log-Posterior: 172834 Step Size: 69445.2267 Smoothing Hyper-parameters: 0.050761 0.196769 0.245401 0.416871 0.191463 0.128257 0.216654 Expected Total MS Cnt: 127.283 ITERATION NUMBER 282. Current Log-Posterior: 259927 Step Size: 87093.50318 Smoothing Hyper-parameters: 0.110820 0.275615 0.212352 0.220058 0.300791 0.166901 0.123280 Expected Total MS Cnt: 127.597 ITERATION NUMBER 283. Current Log-Posterior: 129090 Step Size: -130837.046 Smoothing Hyper-parameters: 0.175371 0.106131 0.438588 0.308268 0.138694 0.259342 0.227714 Expected Total MS Cnt: 111.079 ITERATION NUMBER 284. Current Log-Posterior: 105141 Step Size: -23948.74549 Smoothing Hyper-parameters: 0.129161 0.189623 0.265242 0.227941 0.122088 0.204860 0.261415 Expected Total MS Cnt: 106.282 ITERATION NUMBER 285. Current Log-Posterior: 117366 Step Size: 12224.81644 Smoothing Hyper-parameters: 0.107357 0.306309 0.292931 0.351102 0.224334 0.157058 0.238181 Expected Total MS Cnt: 80.0575 ITERATION NUMBER 286. Current Log-Posterior: 131209 Step Size: 13842.71951 Smoothing Hyper-parameters: 0.078427 0.290775 0.275908 0.240389 0.336073 0.206767 0.159066 Expected Total MS Cnt: 106.438 ITERATION NUMBER 287. Current Log-Posterior: 173375 Step Size: 42166.58222 Smoothing Hyper-parameters: 0.195053 0.287929 0.386231 0.261783 0.245648 0.107843 0.187871 Expected Total MS Cnt: 96.7842 ITERATION NUMBER 288. Current Log-Posterior: 81611 Step Size: -91764.50145 Smoothing Hyper-parameters: 0.150546 0.342600 0.375261 0.327567 0.188862 0.197741 0.194684 Expected Total MS Cnt: 117.416 ITERATION NUMBER 289. Current Log-Posterior: 97004 Step Size: 15393.0432 Smoothing Hyper-parameters: 0.153656 0.292276 0.350742 0.303844 0.335156 0.257647 0.192687 Expected Total MS Cnt: 105.785 ITERATION NUMBER 290. Current Log-Posterior: 97825.1 Step Size: 821.0505091 Smoothing Hyper-parameters: 0.161185 0.324653 0.303653 0.249848 0.300026 0.100042 0.165046 Expected Total MS Cnt: 118.316 ITERATION NUMBER 291. Current Log-Posterior: 93449.3 Step Size: -4375.763428 Smoothing Hyper-parameters: 0.149548 0.220212 0.292844 0.231199 0.227919 0.093331 0.228740 Expected Total MS Cnt: 85.6064 ITERATION NUMBER 292. Current Log-Posterior: 102587 Step Size: 9137.950154 Smoothing Hyper-parameters: 0.166822 0.165163 0.253848 0.297977 0.256637 0.312332 0.264728 Expected Total MS Cnt: 83.7688 ITERATION NUMBER 293. Current Log-Posterior: 99611.2 Step Size: -2976.00319 Smoothing Hyper-parameters: 0.103040 0.281225 0.373442 0.314356 0.372839 0.303746 0.175025 Expected Total MS Cnt: 77.7155 ITERATION NUMBER 294. Current Log-Posterior: 134531 Step Size: 34919.82643 Smoothing Hyper-parameters: 0.151161 0.196841 0.164680 0.205294 0.189408 0.201044 0.144390 Expected Total MS Cnt: 84.308 ITERATION NUMBER 295. Current Log-Posterior: 106044 Step Size: -28486.80166 Smoothing Hyper-parameters: 0.181449 0.347136 0.322386 0.294567 0.243102 0.126806 0.260522 Expected Total MS Cnt: 82.612 ITERATION NUMBER 296. Current Log-Posterior: 84319.5 Step Size: -21724.79259 Smoothing Hyper-parameters: 0.088606 0.315296 0.350606 0.279066 0.223536 0.301853 0.121277 Expected Total MS Cnt: 78.5692 ITERATION NUMBER 297. Current Log-Posterior: 151645 Step Size: 67325.29916 Smoothing Hyper-parameters: 0.215382 0.240249 0.236308 0.258920 0.212397 0.196794 0.169044 Expected Total MS Cnt: 57.956 ITERATION NUMBER 298. Current Log-Posterior: 78058.5 Step Size: -73586.2838 Smoothing Hyper-parameters: 0.153549 0.343434 0.272246 0.277152 0.233432 0.263156 0.240836 Expected Total MS Cnt: 55.0912 ITERATION NUMBER 299. Current Log-Posterior: 95673.1 Step Size: 17614.62103 Smoothing Hyper-parameters: 0.273532 0.273588 0.246756 0.231612 0.102950 0.288819 0.172521 Expected Total MS Cnt: 57.6188 ITERATION NUMBER 300. Current Log-Posterior: 66048.7 Step Size: -29624.36345 Smoothing Hyper-parameters: 0.181589 0.280862 0.235982 0.277378 0.107753 0.197039 0.181475 Expected Total MS Cnt: 53.2418 ITERATION NUMBER 301. Current Log-Posterior: 87220 Step Size: 21171.24841 Smoothing Hyper-parameters: 0.112744 0.308249 0.278736 0.244946 0.165613 0.074750 0.273972 Expected Total MS Cnt: 63.5191 ITERATION NUMBER 302. Current Log-Posterior: 125898 Step Size: 38678.07495 Smoothing Hyper-parameters: 0.089979 0.230309 0.287738 0.246045 0.174058 0.042950 0.193660 Expected Total MS Cnt: 59.6976 ITERATION NUMBER 303. Current Log-Posterior: 156804 Step Size: 30905.95491 Smoothing Hyper-parameters: 0.269584 0.216736 0.306391 0.316501 0.209743 0.142198 0.210067 Expected Total MS Cnt: 55.6874 ITERATION NUMBER 304. Current Log-Posterior: 67622.2 Step Size: -89181.83122 Smoothing Hyper-parameters: 0.115391 0.185051 0.256203 0.295582 0.275671 0.088829 0.248237 Expected Total MS Cnt: 71.9419 ITERATION NUMBER 305. Current Log-Posterior: 129055 Step Size: 61432.53789 Smoothing Hyper-parameters: 0.241373 0.138020 0.189521 0.337656 0.204795 0.214937 0.248908 Expected Total MS Cnt: 74.0432 ITERATION NUMBER 306. Current Log-Posterior: 82936.8 Step Size: -46117.92565 Smoothing Hyper-parameters: 0.189660 0.139084 0.220720 0.371222 0.251434 0.147447 0.164334 Expected Total MS Cnt: 75.3542 ITERATION NUMBER 307. Current Log-Posterior: 95704.5 Step Size: 12767.66 Smoothing Hyper-parameters: 0.359623 0.094651 0.236814 0.274169 0.284551 0.153037 0.112082 Expected Total MS Cnt: 74.7222 ITERATION NUMBER 308. Current Log-Posterior: 75789.5 Step Size: -19914.97043 Smoothing Hyper-parameters: 0.262651 0.292708 0.253165 0.306524 0.281152 0.216145 0.178307 Expected Total MS Cnt: 76.0392 ITERATION NUMBER 309. Current Log-Posterior: 66377.9 Step Size: -9411.614489 Smoothing Hyper-parameters: 0.214362 0.248335 0.223089 0.224114 0.302899 0.181440 0.163863 Expected Total MS Cnt: 78.8289 ITERATION NUMBER 310. Current Log-Posterior: 79018.6 Step Size: 12640.67881 Smoothing Hyper-parameters: 0.163438 0.138578 0.231066 0.183635 0.243892 0.129974 0.160532 Expected Total MS Cnt: 99.7822 ITERATION NUMBER 311. Current Log-Posterior: 105072 Step Size: 26053.18733 Smoothing Hyper-parameters: 0.077263 0.102317 0.282980 0.250305 0.204206 0.146370 0.213965 Expected Total MS Cnt: 68.4079 ITERATION NUMBER 312. Current Log-Posterior: 193551 Step Size: 88479.20129 Smoothing Hyper-parameters: 0.108093 0.299105 0.194397 0.146694 0.205301 0.253430 0.187947 Expected Total MS Cnt: 72.4347 ITERATION NUMBER 313. Current Log-Posterior: 131361 Step Size: -62190.1148 Smoothing Hyper-parameters: 0.112531 0.134670 0.109501 0.174203 0.144040 0.134176 0.273330 Expected Total MS Cnt: 70.7101 ITERATION NUMBER 314. Current Log-Posterior: 144166 Step Size: 12805.60865 Smoothing Hyper-parameters: 0.322146 0.065373 0.117547 0.316941 0.217371 0.134176 0.314007 Expected Total MS Cnt: 72.7902 ITERATION NUMBER 315. Current Log-Posterior: 95002.9 Step Size: -49163.54541 Smoothing Hyper-parameters: 0.084922 0.085830 0.230408 0.234766 0.297907 0.215237 0.273644 Expected Total MS Cnt: 75.4977 ITERATION NUMBER 316. Current Log-Posterior: 182517 Step Size: 87513.87381 Smoothing Hyper-parameters: 0.230424 0.253414 0.173743 0.172435 0.266921 0.108711 0.222039 Expected Total MS Cnt: 70.7797 ITERATION NUMBER 317. Current Log-Posterior: 76308.8 Step Size: -106207.9631 Smoothing Hyper-parameters: 0.233403 0.129273 0.270532 0.122160 0.277256 0.168089 0.269027 Expected Total MS Cnt: 85.798 ITERATION NUMBER 318. Current Log-Posterior: 86053.9 Step Size: 9745.110737 Smoothing Hyper-parameters: 0.137900 0.092071 0.190141 0.280875 0.233415 0.281278 0.207459 Expected Total MS Cnt: 94.958 ITERATION NUMBER 319. Current Log-Posterior: 128672 Step Size: 42617.96812 Smoothing Hyper-parameters: 0.105865 0.237788 0.107712 0.240872 0.206011 0.240857 0.181535 Expected Total MS Cnt: 81.3921 ITERATION NUMBER 320. Current Log-Posterior: 139175 Step Size: 10502.9428 Smoothing Hyper-parameters: 0.195252 0.286370 0.301922 0.167209 0.233252 0.165431 0.198174 Expected Total MS Cnt: 75.485 ITERATION NUMBER 321. Current Log-Posterior: 81775.3 Step Size: -57399.50066 Smoothing Hyper-parameters: 0.251060 0.195632 0.342828 0.223729 0.145335 0.270089 0.172151 Expected Total MS Cnt: 113.454 ITERATION NUMBER 322. Current Log-Posterior: 72393.4 Step Size: -9381.919744 Smoothing Hyper-parameters: 0.240519 0.275146 0.398966 0.367225 0.155344 0.232248 0.140390 Expected Total MS Cnt: 97.0666 ITERATION NUMBER 323. Current Log-Posterior: 70128.8 Step Size: -2264.632087 Smoothing Hyper-parameters: 0.058159 0.156612 0.349630 0.178904 0.235322 0.269372 0.213260 Expected Total MS Cnt: 95.8332 ITERATION NUMBER 324. Current Log-Posterior: 234744 Step Size: 164615.1218 Smoothing Hyper-parameters: 0.248473 0.200071 0.373641 0.262216 0.289398 0.125116 0.150622 Expected Total MS Cnt: 80.1398 ITERATION NUMBER 325. Current Log-Posterior: 72439.2 Step Size: -162304.6711 Smoothing Hyper-parameters: 0.183977 0.165502 0.132428 0.260816 0.206299 0.176528 0.183192 Expected Total MS Cnt: 97.2901 ITERATION NUMBER 326. Current Log-Posterior: 96952.7 Step Size: 24513.489 Smoothing Hyper-parameters: 0.218212 0.319474 0.217998 0.182422 0.316449 0.224291 0.251323 Expected Total MS Cnt: 96.034 ITERATION NUMBER 327. Current Log-Posterior: 75197.4 Step Size: -21755.3598 Smoothing Hyper-parameters: 0.170576 0.162562 0.413148 0.182238 0.167694 0.226542 0.344360 Expected Total MS Cnt: 81.886 ITERATION NUMBER 328. Current Log-Posterior: 97863 Step Size: 22665.633 Smoothing Hyper-parameters: 0.154782 0.235217 0.249243 0.337751 0.142891 0.207723 0.183877 Expected Total MS Cnt: 104.421 ITERATION NUMBER 329. Current Log-Posterior: 99794.4 Step Size: 1931.384726 Smoothing Hyper-parameters: 0.108108 0.139274 0.265268 0.246723 0.291388 0.266169 0.248613 Expected Total MS Cnt: 95.3905 ITERATION NUMBER 330. Current Log-Posterior: 142199 Step Size: 42404.14459 Smoothing Hyper-parameters: 0.023393 0.158030 0.181238 0.223325 0.243084 0.211271 0.213637 Expected Total MS Cnt: 89.1381 ITERATION NUMBER 331. Current Log-Posterior: 547297 Step Size: 405098.0789 Smoothing Hyper-parameters: 0.057824 0.104423 0.359708 0.115520 0.274091 0.132566 0.213734 Expected Total MS Cnt: 70.8838 ITERATION NUMBER 332. Current Log-Posterior: 247335 Step Size: -299961.241 Smoothing Hyper-parameters: 0.097714 0.198251 0.158583 0.226022 0.247031 0.243867 0.289920 Expected Total MS Cnt: 72.7346 ITERATION NUMBER 333. Current Log-Posterior: 148684 Step Size: -98650.93855 Smoothing Hyper-parameters: 0.179826 0.217566 0.211272 0.247182 0.231125 0.183870 0.356387 Expected Total MS Cnt: 123.601 ITERATION NUMBER 334. Current Log-Posterior: 91418 Step Size: -57266.38543 Smoothing Hyper-parameters: 0.058010 0.196084 0.304791 0.185170 0.282949 0.303443 0.087355 Expected Total MS Cnt: 112.098 ITERATION NUMBER 335. Current Log-Posterior: 235063 Step Size: 143644.863 Smoothing Hyper-parameters: 0.121164 0.346868 0.352951 0.246883 0.295022 0.187070 0.178015 Expected Total MS Cnt: 110.801 ITERATION NUMBER 336. Current Log-Posterior: 116671 Step Size: -118391.7724 Smoothing Hyper-parameters: 0.114451 0.279701 0.238560 0.216727 0.200634 0.214904 0.118978 Expected Total MS Cnt: 102.363 ITERATION NUMBER 337. Current Log-Posterior: 124691 Step Size: 8019.734585 Smoothing Hyper-parameters: 0.180963 0.116047 0.325089 0.208342 0.171224 0.122554 0.165987 Expected Total MS Cnt: 121.909 ITERATION NUMBER 338. Current Log-Posterior: 101987 Step Size: -22703.81814 Smoothing Hyper-parameters: 0.241708 0.314812 0.283104 0.220398 0.159296 0.283894 0.241538 Expected Total MS Cnt: 124.562 ITERATION NUMBER 339. Current Log-Posterior: 69316.9 Step Size: -32670.14679 Smoothing Hyper-parameters: 0.270244 0.311927 0.213735 0.358965 0.284926 0.196222 0.209585 Expected Total MS Cnt: 128.967 ITERATION NUMBER 340. Current Log-Posterior: 64859.8 Step Size: -4457.123159 Smoothing Hyper-parameters: 0.212355 0.337620 0.246773 0.269096 0.218004 0.251531 0.188925 Expected Total MS Cnt: 110.357 ITERATION NUMBER 341. Current Log-Posterior: 75736.4 Step Size: 10876.6462 Smoothing Hyper-parameters: 0.094121 0.252750 0.277231 0.263442 0.330625 0.143930 0.078618 Expected Total MS Cnt: 124.086 ITERATION NUMBER 342. Current Log-Posterior: 146136 Step Size: 70399.36552 Smoothing Hyper-parameters: 0.100499 0.343217 0.111257 0.194965 0.233730 0.247547 0.186649 Expected Total MS Cnt: 99.8744 ITERATION NUMBER 343. Current Log-Posterior: 140607 Step Size: -5528.82063 Smoothing Hyper-parameters: 0.174632 0.184634 0.214033 0.212359 0.348830 0.273838 0.269907 Expected Total MS Cnt: 94.5786 ITERATION NUMBER 344. Current Log-Posterior: 95253.4 Step Size: -45353.55254 Smoothing Hyper-parameters: 0.174244 0.241814 0.322043 0.225741 0.229111 0.108881 0.149482 Expected Total MS Cnt: 104.216 ITERATION NUMBER 345. Current Log-Posterior: 91509 Step Size: -3744.448564 Smoothing Hyper-parameters: 0.125495 0.235195 0.389091 0.296441 0.231310 0.215631 0.133672 Expected Total MS Cnt: 95.396 ITERATION NUMBER 346. Current Log-Posterior: 116963 Step Size: 25453.89614 Smoothing Hyper-parameters: 0.101803 0.237630 0.352814 0.347875 0.151329 0.157701 0.137795 Expected Total MS Cnt: 109.841 ITERATION NUMBER 347. Current Log-Posterior: 139333 Step Size: 22370.23105 Smoothing Hyper-parameters: 0.208032 0.315262 0.255356 0.285107 0.313124 0.258310 0.090363 Expected Total MS Cnt: 105.919 ITERATION NUMBER 348. Current Log-Posterior: 78060.5 Step Size: -61272.5632 Smoothing Hyper-parameters: 0.239413 0.194538 0.242259 0.215202 0.264530 0.280402 0.126193 Expected Total MS Cnt: 94.6959 ITERATION NUMBER 349. Current Log-Posterior: 76583 Step Size: -1477.522545 Smoothing Hyper-parameters: 0.137023 0.122731 0.217970 0.314462 0.296851 0.237336 0.185094 Expected Total MS Cnt: 105.214 ITERATION NUMBER 350. Current Log-Posterior: 122093 Step Size: 45509.69369 Smoothing Hyper-parameters: 0.077553 0.260185 0.310217 0.217735 0.209339 0.125701 0.338472 Expected Total MS Cnt: 113.066 ITERATION NUMBER 351. Current Log-Posterior: 176990 Step Size: 54897.60999 Smoothing Hyper-parameters: 0.113665 0.379426 0.357565 0.337520 0.397872 0.299251 0.272550 Expected Total MS Cnt: 108.714 ITERATION NUMBER 352. Current Log-Posterior: 121943 Step Size: -55046.96946 Smoothing Hyper-parameters: 0.126034 0.302214 0.405252 0.346167 0.171595 0.202160 0.228576 Expected Total MS Cnt: 126.202 ITERATION NUMBER 353. Current Log-Posterior: 114641 Step Size: -7302.016971 Smoothing Hyper-parameters: 0.068426 0.251297 0.402732 0.222077 0.226834 0.120306 0.171912 Expected Total MS Cnt: 111.948 ITERATION NUMBER 354. Current Log-Posterior: 198286 Step Size: 83644.50171 Smoothing Hyper-parameters: 0.173206 0.210179 0.143147 0.272751 0.229043 0.148540 0.086663 Expected Total MS Cnt: 123.936 ITERATION NUMBER 355. Current Log-Posterior: 95597 Step Size: -102688.8091 Smoothing Hyper-parameters: 0.165717 0.291913 0.159820 0.271716 0.267112 0.208960 0.196319 Expected Total MS Cnt: 101.373 ITERATION NUMBER 356. Current Log-Posterior: 94617.3 Step Size: -979.7001688 Smoothing Hyper-parameters: 0.040612 0.222458 0.304764 0.324730 0.262100 0.270204 0.235639 Expected Total MS Cnt: 116.048 ITERATION NUMBER 357. Current Log-Posterior: 320440 Step Size: 225822.7272 Smoothing Hyper-parameters: 0.163666 0.211736 0.232018 0.179561 0.294362 0.275277 0.143485 Expected Total MS Cnt: 99.4295 ITERATION NUMBER 358. Current Log-Posterior: 97991.4 Step Size: -222448.6574 Smoothing Hyper-parameters: 0.200237 0.294564 0.302127 0.259780 0.137087 0.212291 0.215083 Expected Total MS Cnt: 130.104 ITERATION NUMBER 359. Current Log-Posterior: 80580.3 Step Size: -17411.06348 Smoothing Hyper-parameters: 0.168827 0.239287 0.279272 0.291041 0.238506 0.151942 0.201287 Expected Total MS Cnt: 120.816 ITERATION NUMBER 360. Current Log-Posterior: 93075.3 Step Size: 12494.98424 Smoothing Hyper-parameters: 0.168091 0.219237 0.291750 0.265724 0.267674 0.200673 0.192694 Expected Total MS Cnt: 146.553 ITERATION NUMBER 361. Current Log-Posterior: 95238.1 Step Size: 2162.802423 Smoothing Hyper-parameters: 0.094271 0.330927 0.147021 0.407129 0.299450 0.317879 0.255630 Expected Total MS Cnt: 133.506 ITERATION NUMBER 362. Current Log-Posterior: 147807 Step Size: 52568.54244 Smoothing Hyper-parameters: 0.252981 0.187061 0.254933 0.292002 0.212250 0.169389 0.160435 Expected Total MS Cnt: 152.322 ITERATION NUMBER 363. Current Log-Posterior: 73539.4 Step Size: -74267.28886 Smoothing Hyper-parameters: 0.171356 0.359552 0.401055 0.311756 0.298933 0.221046 0.306689 Expected Total MS Cnt: 152.967 ITERATION NUMBER 364. Current Log-Posterior: 87168.8 Step Size: 13629.47795 Smoothing Hyper-parameters: 0.213512 0.222974 0.170579 0.361314 0.211905 0.187963 0.030014 Expected Total MS Cnt: 183.295 ITERATION NUMBER 365. Current Log-Posterior: 81417 Step Size: -5751.803519 Smoothing Hyper-parameters: 0.108849 0.227105 0.274159 0.302445 0.341765 0.177899 0.205979 Expected Total MS Cnt: 167.587 ITERATION NUMBER 366. Current Log-Posterior: 133198 Step Size: 51780.87773 Smoothing Hyper-parameters: 0.233596 0.225902 0.321375 0.349966 0.266504 0.272416 0.164421 Expected Total MS Cnt: 152.198 ITERATION NUMBER 367. Current Log-Posterior: 74546.7 Step Size: -58651.23652 Smoothing Hyper-parameters: 0.198951 0.194041 0.292702 0.338357 0.371687 0.258129 0.205468 Expected Total MS Cnt: 139.29 ITERATION NUMBER 368. Current Log-Posterior: 86076 Step Size: 11529.29068 Smoothing Hyper-parameters: 0.243267 0.155727 0.283241 0.277813 0.247421 0.418801 0.154721 Expected Total MS Cnt: 154.206 ITERATION NUMBER 369. Current Log-Posterior: 79154 Step Size: -6921.999296 Smoothing Hyper-parameters: 0.361913 0.148242 0.285068 0.297530 0.269164 0.223980 0.130663 Expected Total MS Cnt: 133.699 ITERATION NUMBER 370. Current Log-Posterior: 62906.7 Step Size: -16247.21733 Smoothing Hyper-parameters: 0.263157 0.184635 0.182214 0.234696 0.261580 0.233406 0.256869 Expected Total MS Cnt: 154.384 ITERATION NUMBER 371. Current Log-Posterior: 72627.1 Step Size: 9720.386375 Smoothing Hyper-parameters: 0.196116 0.305209 0.263085 0.284091 0.242858 0.232535 0.191691 Expected Total MS Cnt: 147.049 ITERATION NUMBER 372. Current Log-Posterior: 80693 Step Size: 8065.886832 Smoothing Hyper-parameters: 0.164626 0.331625 0.236121 0.380883 0.303919 0.129392 0.209501 Expected Total MS Cnt: 129.872 ITERATION NUMBER 373. Current Log-Posterior: 92040.2 Step Size: 11347.22853 Smoothing Hyper-parameters: 0.079308 0.284751 0.292692 0.182651 0.163228 0.206518 0.330961 Expected Total MS Cnt: 128.519 ITERATION NUMBER 374. Current Log-Posterior: 169939 Step Size: 77898.93412 Smoothing Hyper-parameters: 0.159379 0.234720 0.331428 0.251374 0.239451 0.233699 0.196051 Expected Total MS Cnt: 137.831 ITERATION NUMBER 375. Current Log-Posterior: 97091 Step Size: -72848.20348 Smoothing Hyper-parameters: 0.137458 0.411902 0.347238 0.177415 0.159549 0.209568 0.246360 Expected Total MS Cnt: 137.382 ITERATION NUMBER 376. Current Log-Posterior: 103559 Step Size: 6467.74827 Smoothing Hyper-parameters: 0.162428 0.292768 0.177665 0.354084 0.303275 0.115980 0.243605 Expected Total MS Cnt: 165.835 ITERATION NUMBER 377. Current Log-Posterior: 94594.2 Step Size: -8964.57136 Smoothing Hyper-parameters: 0.268375 0.146471 0.365729 0.319516 0.095543 0.241331 0.224519 Expected Total MS Cnt: 128.092 ITERATION NUMBER 378. Current Log-Posterior: 74811.1 Step Size: -19783.07154 Smoothing Hyper-parameters: 0.210866 0.200980 0.313609 0.259290 0.195663 0.155140 0.281822 Expected Total MS Cnt: 120.856 ITERATION NUMBER 379. Current Log-Posterior: 81727.2 Step Size: 6916.144344 Smoothing Hyper-parameters: 0.087816 0.351021 0.422730 0.278365 0.205996 0.197098 0.298453 Expected Total MS Cnt: 134.463 ITERATION NUMBER 380. Current Log-Posterior: 152732 Step Size: 71004.4846 Smoothing Hyper-parameters: 0.184096 0.290870 0.314064 0.269660 0.240496 0.167113 0.139329 Expected Total MS Cnt: 154.345 ITERATION NUMBER 381. Current Log-Posterior: 85204.2 Step Size: -67527.51959 Smoothing Hyper-parameters: 0.185638 0.254270 0.389231 0.221195 0.321513 0.254528 0.169002 Expected Total MS Cnt: 131.965 ITERATION NUMBER 382. Current Log-Posterior: 85408.6 Step Size: 204.4099027 Smoothing Hyper-parameters: 0.269252 0.180560 0.243421 0.314140 0.206883 0.255163 0.131141 Expected Total MS Cnt: 143.68 ITERATION NUMBER 383. Current Log-Posterior: 71328.2 Step Size: -14080.39081 Smoothing Hyper-parameters: 0.224244 0.216720 0.274183 0.278399 0.241897 0.113435 0.313517 Expected Total MS Cnt: 135.129 ITERATION NUMBER 384. Current Log-Posterior: 77690.7 Step Size: 6362.453318 Smoothing Hyper-parameters: 0.228229 0.251387 0.314525 0.238676 0.294463 0.267427 0.328629 Expected Total MS Cnt: 141.505 ITERATION NUMBER 385. Current Log-Posterior: 74418.6 Step Size: -3272.102573 Smoothing Hyper-parameters: 0.155264 0.356530 0.350870 0.347799 0.233365 0.151440 0.206824 Expected Total MS Cnt: 145.647 ITERATION NUMBER 386. Current Log-Posterior: 94573.7 Step Size: 20155.15639 Smoothing Hyper-parameters: 0.147545 0.187700 0.274513 0.285385 0.217855 0.073346 0.287170 Expected Total MS Cnt: 140.591 ITERATION NUMBER 387. Current Log-Posterior: 107162 Step Size: 12587.85635 Smoothing Hyper-parameters: 0.254243 0.226915 0.288995 0.261481 0.394761 0.096592 0.178501 Expected Total MS Cnt: 139.165 ITERATION NUMBER 388. Current Log-Posterior: 70433.8 Step Size: -36727.75232 Smoothing Hyper-parameters: 0.187250 0.236902 0.282955 0.237064 0.399634 0.140989 0.261240 Expected Total MS Cnt: 123.047 ITERATION NUMBER 389. Current Log-Posterior: 85979 Step Size: 15545.14912 Smoothing Hyper-parameters: 0.103840 0.210009 0.326265 0.248355 0.234277 0.244901 0.131461 Expected Total MS Cnt: 118.18 ITERATION NUMBER 390. Current Log-Posterior: 138393 Step Size: 52413.69061 Smoothing Hyper-parameters: 0.226759 0.213426 0.238054 0.223120 0.244815 0.230802 0.097932 Expected Total MS Cnt: 131.598 ITERATION NUMBER 391. Current Log-Posterior: 78310.1 Step Size: -60082.55875 Smoothing Hyper-parameters: 0.282265 0.208739 0.299799 0.272153 0.198739 0.166405 0.088684 Expected Total MS Cnt: 95.2228 ITERATION NUMBER 392. Current Log-Posterior: 66798.9 Step Size: -11511.17589 Smoothing Hyper-parameters: 0.113385 0.247432 0.150915 0.228809 0.365592 0.204983 0.190014 Expected Total MS Cnt: 101.499 ITERATION NUMBER 393. Current Log-Posterior: 129256 Step Size: 62456.98513 Smoothing Hyper-parameters: 0.234672 0.328462 0.168839 0.243991 0.183170 0.314094 0.245059 Expected Total MS Cnt: 113.316 ITERATION NUMBER 394. Current Log-Posterior: 72519.4 Step Size: -56736.47756 Smoothing Hyper-parameters: 0.185707 0.279709 0.285319 0.372713 0.329450 0.174278 0.190256 Expected Total MS Cnt: 100.606 ITERATION NUMBER 395. Current Log-Posterior: 85288.8 Step Size: 12769.40586 Smoothing Hyper-parameters: 0.169171 0.268648 0.289382 0.158964 0.181388 0.230564 0.318863 Expected Total MS Cnt: 100.349 ITERATION NUMBER 396. Current Log-Posterior: 93123.2 Step Size: 7834.322268 Smoothing Hyper-parameters: 0.145239 0.315913 0.202570 0.296350 0.235894 0.287962 0.111057 Expected Total MS Cnt: 101.335 ITERATION NUMBER 397. Current Log-Posterior: 102410 Step Size: 9286.725901 Smoothing Hyper-parameters: 0.167014 0.148111 0.221721 0.367685 0.320216 0.183010 0.268195 Expected Total MS Cnt: 97.5436 ITERATION NUMBER 398. Current Log-Posterior: 101536 Step Size: -874.0343561 Smoothing Hyper-parameters: 0.127249 0.148228 0.300142 0.271890 0.225371 0.253457 0.280247 Expected Total MS Cnt: 115.334 ITERATION NUMBER 399. Current Log-Posterior: 124990 Step Size: 23453.7322 Smoothing Hyper-parameters: 0.259665 0.265225 0.315568 0.290096 0.178218 0.302878 0.186297 Expected Total MS Cnt: 106.743 ITERATION NUMBER 400. Current Log-Posterior: 67265.1 Step Size: -57724.50333 Smoothing Hyper-parameters: 0.141083 0.184088 0.357274 0.355258 0.364346 0.216469 0.113845 Expected Total MS Cnt: 92.8568 ITERATION NUMBER 401. Current Log-Posterior: 111325 Step Size: 44059.69811 Smoothing Hyper-parameters: 0.156527 0.358718 0.197430 0.314722 0.190885 0.189910 0.275004 Expected Total MS Cnt: 102.369 ITERATION NUMBER 402. Current Log-Posterior: 95628.8 Step Size: -15695.95311 Smoothing Hyper-parameters: 0.109801 0.180815 0.354490 0.261388 0.309713 0.184882 0.239399 Expected Total MS Cnt: 107.291 ITERATION NUMBER 403. Current Log-Posterior: 133962 Step Size: 38333.37754 Smoothing Hyper-parameters: 0.115298 0.270379 0.211613 0.340388 0.138495 0.081351 0.075384 Expected Total MS Cnt: 120.58 ITERATION NUMBER 404. Current Log-Posterior: 124483 Step Size: -9478.736948 Smoothing Hyper-parameters: 0.128772 0.251169 0.263281 0.240218 0.256670 0.185787 0.240356 Expected Total MS Cnt: 106.852 ITERATION NUMBER 405. Current Log-Posterior: 114342 Step Size: -10141.82095 Smoothing Hyper-parameters: 0.178258 0.196523 0.206090 0.345124 0.250226 0.272827 0.301451 Expected Total MS Cnt: 112.624 ITERATION NUMBER 406. Current Log-Posterior: 92969 Step Size: -21372.66409 Smoothing Hyper-parameters: 0.107994 0.226853 0.283781 0.214172 0.259588 0.246194 0.166001 Expected Total MS Cnt: 110.713 ITERATION NUMBER 407. Current Log-Posterior: 133422 Step Size: 40452.82281 Smoothing Hyper-parameters: 0.151347 0.208897 0.303313 0.222056 0.241186 0.289714 0.288405 Expected Total MS Cnt: 116.114 ITERATION NUMBER 408. Current Log-Posterior: 103021 Step Size: -30401.28943 Smoothing Hyper-parameters: 0.142598 0.188313 0.282971 0.206549 0.278474 0.180231 0.110249 Expected Total MS Cnt: 105.47 ITERATION NUMBER 409. Current Log-Posterior: 109705 Step Size: 6684.819275 Smoothing Hyper-parameters: 0.059984 0.252529 0.196750 0.377250 0.258144 0.165839 0.204037 Expected Total MS Cnt: 110.86 ITERATION NUMBER 410. Current Log-Posterior: 222170 Step Size: 112464.1683 Smoothing Hyper-parameters: 0.112871 0.260934 0.241283 0.441600 0.288479 0.201187 0.384536 Expected Total MS Cnt: 82.9564 ITERATION NUMBER 411. Current Log-Posterior: 128704 Step Size: -93465.24858 Smoothing Hyper-parameters: 0.224100 0.158910 0.263359 0.293013 0.237904 0.250909 0.253132 Expected Total MS Cnt: 81.7299 ITERATION NUMBER 412. Current Log-Posterior: 82042.8 Step Size: -46661.4967 Smoothing Hyper-parameters: 0.038307 0.189726 0.400416 0.224218 0.170336 0.165860 0.243449 Expected Total MS Cnt: 115.929 ITERATION NUMBER 413. Current Log-Posterior: 339118 Step Size: 257075.5819 Smoothing Hyper-parameters: 0.095423 0.206206 0.231423 0.242930 0.192497 0.139825 0.124830 Expected Total MS Cnt: 90.6578 ITERATION NUMBER 414. Current Log-Posterior: 151358 Step Size: -187759.8944 Smoothing Hyper-parameters: 0.170908 0.301267 0.312843 0.291468 0.235152 0.250302 0.365370 Expected Total MS Cnt: 93.3227 ITERATION NUMBER 415. Current Log-Posterior: 89709.9 Step Size: -61648.55693 Smoothing Hyper-parameters: 0.164660 0.204155 0.170294 0.319514 0.141689 0.218993 0.114915 Expected Total MS Cnt: 90.532 ITERATION NUMBER 416. Current Log-Posterior: 98631.3 Step Size: 8921.36691 Smoothing Hyper-parameters: 0.191075 0.288289 0.253778 0.191788 0.244309 0.311757 0.231363 Expected Total MS Cnt: 71.9514 ITERATION NUMBER 417. Current Log-Posterior: 83386.5 Step Size: -15244.72697 Smoothing Hyper-parameters: 0.287669 0.340106 0.237104 0.315003 0.215961 0.117326 0.279271 Expected Total MS Cnt: 101.74 ITERATION NUMBER 418. Current Log-Posterior: 61028.8 Step Size: -22357.67956 Smoothing Hyper-parameters: 0.167344 0.146343 0.213589 0.296872 0.248994 0.236355 0.151384 Expected Total MS Cnt: 99.3284 ITERATION NUMBER 419. Current Log-Posterior: 103296 Step Size: 42266.73745 Smoothing Hyper-parameters: 0.143512 0.167665 0.204544 0.323243 0.200469 0.258102 0.223162 Expected Total MS Cnt: 83.3405 ITERATION NUMBER 420. Current Log-Posterior: 112657 Step Size: 9361.814225 Smoothing Hyper-parameters: 0.060635 0.208893 0.307056 0.205352 0.280338 0.164869 0.155626 Expected Total MS Cnt: 86.3781 ITERATION NUMBER 421. Current Log-Posterior: 224750 Step Size: 112092.9426 Smoothing Hyper-parameters: 0.187096 0.245141 0.192584 0.229636 0.346480 0.094429 0.217112 Expected Total MS Cnt: 69.3839 ITERATION NUMBER 422. Current Log-Posterior: 86917.9 Step Size: -137832.4806 Smoothing Hyper-parameters: 0.129868 0.185871 0.241139 0.315466 0.298368 0.155338 0.245541 Expected Total MS Cnt: 108.685 ITERATION NUMBER 423. Current Log-Posterior: 119054 Step Size: 32136.56346 Smoothing Hyper-parameters: 0.059893 0.329477 0.311743 0.117257 0.189076 0.180049 0.225574 Expected Total MS Cnt: 112.047 ITERATION NUMBER 424. Current Log-Posterior: 220819 Step Size: 101764.4269 Smoothing Hyper-parameters: 0.071851 0.295328 0.319131 0.235618 0.175271 0.161333 0.382258 Expected Total MS Cnt: 113.967 ITERATION NUMBER 425. Current Log-Posterior: 187298 Step Size: -33520.54982 Smoothing Hyper-parameters: 0.069218 0.146526 0.358042 0.234474 0.163680 0.257664 0.173784 Expected Total MS Cnt: 90.0694 ITERATION NUMBER 426. Current Log-Posterior: 203599 Step Size: 16300.47698 Smoothing Hyper-parameters: 0.144518 0.157798 0.364023 0.243618 0.220383 0.179394 0.228720 Expected Total MS Cnt: 101.303 ITERATION NUMBER 427. Current Log-Posterior: 111342 Step Size: -92256.46337 Smoothing Hyper-parameters: 0.132379 0.260195 0.289535 0.290517 0.331741 0.200669 0.106359 Expected Total MS Cnt: 98.6506 ITERATION NUMBER 428. Current Log-Posterior: 111518 Step Size: 175.8779398 Smoothing Hyper-parameters: 0.125372 0.268171 0.397801 0.505406 0.148895 0.280761 0.360167 Expected Total MS Cnt: 116.223 ITERATION NUMBER 429. Current Log-Posterior: 115910 Step Size: 4391.981065 Smoothing Hyper-parameters: 0.139468 0.293584 0.369125 0.332419 0.356318 0.231670 0.113947 Expected Total MS Cnt: 90.7718 ITERATION NUMBER 430. Current Log-Posterior: 105392 Step Size: -10518.04508 Smoothing Hyper-parameters: 0.193143 0.178141 0.298960 0.255381 0.296373 0.149358 0.137119 Expected Total MS Cnt: 104.515 ITERATION NUMBER 431. Current Log-Posterior: 88256.6 Step Size: -17135.57854 Smoothing Hyper-parameters: 0.174085 0.207775 0.191148 0.244956 0.242858 0.129309 0.171259 Expected Total MS Cnt: 107.124 ITERATION NUMBER 432. Current Log-Posterior: 93581.7 Step Size: 5325.162087 Smoothing Hyper-parameters: 0.094484 0.132497 0.261483 0.237350 0.230873 0.299967 0.271116 Expected Total MS Cnt: 111.099 ITERATION NUMBER 433. Current Log-Posterior: 159793 Step Size: 66211.16612 Smoothing Hyper-parameters: 0.147449 0.087074 0.385792 0.268475 0.123505 0.308493 0.236550 Expected Total MS Cnt: 91.3133 ITERATION NUMBER 434. Current Log-Posterior: 124264 Step Size: -35529.04869 Smoothing Hyper-parameters: 0.243836 0.114946 0.187142 0.259695 0.275599 0.289537 0.117466 Expected Total MS Cnt: 98.8314 ITERATION NUMBER 435. Current Log-Posterior: 86522.5 Step Size: -37741.35388 Smoothing Hyper-parameters: 0.065058 0.212465 0.186375 0.318296 0.213788 0.136021 0.161844 Expected Total MS Cnt: 114.801 ITERATION NUMBER 436. Current Log-Posterior: 208963 Step Size: 122441.0016 Smoothing Hyper-parameters: 0.177132 0.192943 0.231621 0.282411 0.231467 0.251934 0.331491 Expected Total MS Cnt: 102.293 ITERATION NUMBER 437. Current Log-Posterior: 93420.8 Step Size: -115542.655 Smoothing Hyper-parameters: 0.244084 0.138940 0.214295 0.237656 0.238575 0.143203 0.115306 Expected Total MS Cnt: 104.218 ITERATION NUMBER 438. Current Log-Posterior: 80564.5 Step Size: -12856.34422 Smoothing Hyper-parameters: 0.094050 0.280612 0.204695 0.245943 0.249330 0.091519 0.132429 Expected Total MS Cnt: 105.208 ITERATION NUMBER 439. Current Log-Posterior: 150977 Step Size: 70412.3837 Smoothing Hyper-parameters: 0.148467 0.247637 0.209004 0.173785 0.171369 0.236014 0.276322 Expected Total MS Cnt: 122.997 ITERATION NUMBER 440. Current Log-Posterior: 103367 Step Size: -47609.39801 Smoothing Hyper-parameters: 0.198935 0.194282 0.262190 0.175781 0.283958 0.302825 0.192281 Expected Total MS Cnt: 135.153 ITERATION NUMBER 441. Current Log-Posterior: 85726.6 Step Size: -17640.89418 Smoothing Hyper-parameters: 0.125895 0.238662 0.194928 0.234858 0.303144 0.234223 0.136946 Expected Total MS Cnt: 118.327 ITERATION NUMBER 442. Current Log-Posterior: 118236 Step Size: 32509.07455 Smoothing Hyper-parameters: 0.168166 0.234667 0.358333 0.198074 0.136352 0.381810 0.209441 Expected Total MS Cnt: 124.64 ITERATION NUMBER 443. Current Log-Posterior: 93464.5 Step Size: -24771.15384 Smoothing Hyper-parameters: 0.165427 0.240972 0.186340 0.349672 0.171136 0.277620 0.188651 Expected Total MS Cnt: 141.534 ITERATION NUMBER 444. Current Log-Posterior: 96317.9 Step Size: 2853.452296 Smoothing Hyper-parameters: 0.190291 0.253411 0.327450 0.304634 0.239448 0.187027 0.268291 Expected Total MS Cnt: 126.679 ITERATION NUMBER 445. Current Log-Posterior: 84010.5 Step Size: -12307.46733 Smoothing Hyper-parameters: 0.124958 0.274500 0.285021 0.207467 0.176547 0.198012 0.241307 Expected Total MS Cnt: 113.337 ITERATION NUMBER 446. Current Log-Posterior: 115450 Step Size: 31439.4832 Smoothing Hyper-parameters: 0.118195 0.258794 0.286828 0.229526 0.102090 0.130308 0.161773 Expected Total MS Cnt: 152.335 ITERATION NUMBER 447. Current Log-Posterior: 122169 Step Size: 6719.265205 Smoothing Hyper-parameters: 0.168626 0.307174 0.384299 0.215527 0.228780 0.309393 0.206059 Expected Total MS Cnt: 163.23 ITERATION NUMBER 448. Current Log-Posterior: 90584 Step Size: -31585.23367 Smoothing Hyper-parameters: 0.182982 0.256178 0.367732 0.209064 0.229637 0.127827 0.151321 Expected Total MS Cnt: 172.561 ITERATION NUMBER 449. Current Log-Posterior: 87112.7 Step Size: -3471.264416 Smoothing Hyper-parameters: 0.257474 0.163529 0.276421 0.229917 0.230620 0.220927 0.145261 Expected Total MS Cnt: 150.309 ITERATION NUMBER 450. Current Log-Posterior: 74611.6 Step Size: -12501.13738 Smoothing Hyper-parameters: 0.127279 0.327539 0.188720 0.170320 0.127852 0.132222 0.148243 Expected Total MS Cnt: 166.225 ITERATION NUMBER 451. Current Log-Posterior: 115976 Step Size: 41364.3165 Smoothing Hyper-parameters: 0.245815 0.256390 0.373801 0.300432 0.277729 0.073919 0.187795 Expected Total MS Cnt: 177.437 ITERATION NUMBER 452. Current Log-Posterior: 70226.4 Step Size: -45749.48398 Smoothing Hyper-parameters: 0.069905 0.325016 0.433666 0.250331 0.227920 0.201214 0.183565 Expected Total MS Cnt: 175.909 ITERATION NUMBER 453. Current Log-Posterior: 189995 Step Size: 119768.913 Smoothing Hyper-parameters: 0.122373 0.394702 0.286872 0.141041 0.179412 0.042844 0.146224 Expected Total MS Cnt: 156.114 ITERATION NUMBER 454. Current Log-Posterior: 115580 Step Size: -74415.43 Smoothing Hyper-parameters: 0.246552 0.263015 0.285952 0.237417 0.197658 0.160815 0.022867 Expected Total MS Cnt: 157.648 ITERATION NUMBER 455. Current Log-Posterior: 70873.8 Step Size: -44706.06145 Smoothing Hyper-parameters: 0.189691 0.242890 0.235811 0.283173 0.154853 0.146135 0.234449 Expected Total MS Cnt: 157.103 ITERATION NUMBER 456. Current Log-Posterior: 86377.2 Step Size: 15503.3595 Smoothing Hyper-parameters: 0.243499 0.247764 0.347285 0.241534 0.186728 0.240165 0.286869 Expected Total MS Cnt: 154.107 ITERATION NUMBER 457. Current Log-Posterior: 70513.3 Step Size: -15863.89974 Smoothing Hyper-parameters: 0.133319 0.308351 0.228774 0.337861 0.238738 0.190973 0.177933 Expected Total MS Cnt: 152.511 ITERATION NUMBER 458. Current Log-Posterior: 109799 Step Size: 39285.26549 Smoothing Hyper-parameters: 0.168926 0.212941 0.251387 0.213199 0.293933 0.099271 0.187559 Expected Total MS Cnt: 178.608 ITERATION NUMBER 459. Current Log-Posterior: 94960 Step Size: -14838.57121 Smoothing Hyper-parameters: 0.264959 0.221280 0.300570 0.261229 0.326273 0.237222 0.174752 Expected Total MS Cnt: 148.038 ITERATION NUMBER 460. Current Log-Posterior: 68408.3 Step Size: -26551.69948 Smoothing Hyper-parameters: 0.329581 0.281476 0.339148 0.262037 0.146941 0.194687 0.210978 Expected Total MS Cnt: 135.197 ITERATION NUMBER 461. Current Log-Posterior: 56614.1 Step Size: -11794.15746 Smoothing Hyper-parameters: 0.189147 0.278894 0.237988 0.247777 0.207427 0.090634 0.282283 Expected Total MS Cnt: 140.942 ITERATION NUMBER 462. Current Log-Posterior: 84624.9 Step Size: 28010.74886 Smoothing Hyper-parameters: 0.211669 0.151868 0.351427 0.265680 0.287942 0.081809 0.262875 Expected Total MS Cnt: 138.034 ITERATION NUMBER 463. Current Log-Posterior: 86188.7 Step Size: 1563.788811 Smoothing Hyper-parameters: 0.227802 0.137056 0.294171 0.347330 0.236163 0.183051 0.205389 Expected Total MS Cnt: 139.591 ITERATION NUMBER 464. Current Log-Posterior: 84977.2 Step Size: -1211.457299 Smoothing Hyper-parameters: 0.078204 0.237065 0.247864 0.375218 0.294683 0.270016 0.189822 Expected Total MS Cnt: 157.762 ITERATION NUMBER 465. Current Log-Posterior: 175694 Step Size: 90716.3405 Smoothing Hyper-parameters: 0.142009 0.196271 0.344039 0.266635 0.282824 0.325739 0.204564 Expected Total MS Cnt: 153.833 ITERATION NUMBER 466. Current Log-Posterior: 108460 Step Size: -67233.57097 Smoothing Hyper-parameters: 0.088650 0.214622 0.404682 0.293090 0.270141 0.071172 0.132569 Expected Total MS Cnt: 146.694 ITERATION NUMBER 467. Current Log-Posterior: 156702 Step Size: 48241.56533 Smoothing Hyper-parameters: 0.136434 0.202117 0.198054 0.230285 0.271130 0.320274 0.145020 Expected Total MS Cnt: 136.074 ITERATION NUMBER 468. Current Log-Posterior: 114038 Step Size: -42663.98343 Smoothing Hyper-parameters: 0.171925 0.232864 0.271736 0.223368 0.306060 0.286889 0.240319 Expected Total MS Cnt: 129.749 ITERATION NUMBER 469. Current Log-Posterior: 91711.1 Step Size: -22326.48155 Smoothing Hyper-parameters: 0.160016 0.281382 0.290029 0.309559 0.221701 0.414219 0.287566 Expected Total MS Cnt: 119.441 ITERATION NUMBER 470. Current Log-Posterior: 95167.6 Step Size: 3456.496376 Smoothing Hyper-parameters: 0.140396 0.166976 0.240599 0.280786 0.250944 0.233984 0.239331 Expected Total MS Cnt: 154.372 ITERATION NUMBER 471. Current Log-Posterior: 112497 Step Size: 17329.26959 Smoothing Hyper-parameters: 0.249731 0.282817 0.387945 0.287586 0.186699 0.132330 0.216693 Expected Total MS Cnt: 152.783 ITERATION NUMBER 472. Current Log-Posterior: 68243.6 Step Size: -44253.25123 Smoothing Hyper-parameters: 0.163681 0.233215 0.386892 0.264601 0.155657 0.138870 0.231503 Expected Total MS Cnt: 165.74 ITERATION NUMBER 473. Current Log-Posterior: 94029.2 Step Size: 25785.5767 Smoothing Hyper-parameters: 0.169424 0.386869 0.386481 0.212227 0.296376 0.159733 0.159933 Expected Total MS Cnt: 179.724 ITERATION NUMBER 474. Current Log-Posterior: 88362.7 Step Size: -5666.449485 Smoothing Hyper-parameters: 0.288989 0.218082 0.277409 0.260586 0.304427 0.155169 0.146895 Expected Total MS Cnt: 190.613 ITERATION NUMBER 475. Current Log-Posterior: 64645.5 Step Size: -23717.22916 Smoothing Hyper-parameters: 0.175494 0.225062 0.305682 0.326433 0.314892 0.210585 0.370380 Expected Total MS Cnt: 180.918 ITERATION NUMBER 476. Current Log-Posterior: 91349.6 Step Size: 26704.11957 Smoothing Hyper-parameters: 0.128487 0.306342 0.340014 0.226297 0.272307 0.195257 0.191949 Expected Total MS Cnt: 186.126 ITERATION NUMBER 477. Current Log-Posterior: 111307 Step Size: 19957.27384 Smoothing Hyper-parameters: 0.136366 0.198867 0.392589 0.183011 0.199074 0.314532 0.235892 Expected Total MS Cnt: 180.112 ITERATION NUMBER 478. Current Log-Posterior: 112123 Step Size: 816.3904256 Smoothing Hyper-parameters: 0.151873 0.237423 0.290988 0.329087 0.308895 0.202258 0.283273 Expected Total MS Cnt: 147.16 ITERATION NUMBER 479. Current Log-Posterior: 101252 Step Size: -10871.43607 Smoothing Hyper-parameters: 0.203491 0.272886 0.307771 0.304408 0.237850 0.259103 0.210975 Expected Total MS Cnt: 149.017 ITERATION NUMBER 480. Current Log-Posterior: 78837.7 Step Size: -22414.12312 Smoothing Hyper-parameters: 0.168831 0.219766 0.277715 0.292138 0.196144 0.265903 0.149374 Expected Total MS Cnt: 160.455 ITERATION NUMBER 481. Current Log-Posterior: 94026.9 Step Size: 15189.2055 Smoothing Hyper-parameters: 0.290994 0.253809 0.206740 0.292652 0.389934 0.253323 0.212823 Expected Total MS Cnt: 156.533 ITERATION NUMBER 482. Current Log-Posterior: 63289.8 Step Size: -30737.10891 Smoothing Hyper-parameters: 0.141418 0.305111 0.201645 0.338109 0.384195 0.214627 0.234508 Expected Total MS Cnt: 181.626 ITERATION NUMBER 483. Current Log-Posterior: 104767 Step Size: 41477.1287 Smoothing Hyper-parameters: 0.218014 0.225458 0.346806 0.268274 0.284736 0.186292 0.149411 Expected Total MS Cnt: 155.058 ITERATION NUMBER 484. Current Log-Posterior: 77451.9 Step Size: -27315.05654 Smoothing Hyper-parameters: 0.185969 0.165075 0.262512 0.381743 0.277801 0.206091 0.164299 Expected Total MS Cnt: 159.456 ITERATION NUMBER 485. Current Log-Posterior: 92428.5 Step Size: 14976.65042 Smoothing Hyper-parameters: 0.155104 0.124854 0.260052 0.193355 0.267219 0.196139 0.136215 Expected Total MS Cnt: 165.688 ITERATION NUMBER 486. Current Log-Posterior: 111157 Step Size: 18728.82343 Smoothing Hyper-parameters: 0.176580 0.165255 0.264530 0.331095 0.262231 0.272912 0.159447 Expected Total MS Cnt: 176.979 ITERATION NUMBER 487. Current Log-Posterior: 95188.7 Step Size: -15968.64814 Smoothing Hyper-parameters: 0.169900 0.219113 0.295737 0.290753 0.303484 0.420822 0.085709 Expected Total MS Cnt: 107.819 ITERATION NUMBER 488. Current Log-Posterior: 93552.3 Step Size: -1636.402454 Smoothing Hyper-parameters: 0.152123 0.192235 0.202613 0.291747 0.286746 0.238023 0.263881 Expected Total MS Cnt: 117.965 ITERATION NUMBER 489. Current Log-Posterior: 105219 Step Size: 11666.1808 Smoothing Hyper-parameters: 0.109818 0.214937 0.237440 0.295183 0.246696 0.240799 0.189793 Expected Total MS Cnt: 132.128 ITERATION NUMBER 490. Current Log-Posterior: 132588 Step Size: 27369.87066 Smoothing Hyper-parameters: 0.192947 0.169913 0.308346 0.285575 0.299863 0.213899 0.156301 Expected Total MS Cnt: 141.6 ITERATION NUMBER 491. Current Log-Posterior: 88548.9 Step Size: -44039.46939 Smoothing Hyper-parameters: 0.192947 0.246061 0.374199 0.329225 0.315627 0.247471 0.245446 Expected Total MS Cnt: 118.296 ITERATION NUMBER 492. Current Log-Posterior: 83200.4 Step Size: -5348.485809 Smoothing Hyper-parameters: 0.140288 0.261309 0.366502 0.239625 0.142241 0.303963 0.199265 Expected Total MS Cnt: 119.665 ITERATION NUMBER 493. Current Log-Posterior: 105321 Step Size: 22120.10137 Smoothing Hyper-parameters: 0.211834 0.296429 0.280157 0.290884 0.334963 0.260027 0.280701 Expected Total MS Cnt: 103.421 ITERATION NUMBER 494. Current Log-Posterior: 76514.9 Step Size: -28805.66602 Smoothing Hyper-parameters: 0.131582 0.267958 0.266292 0.365990 0.254524 0.260543 0.250805 Expected Total MS Cnt: 96.5797 ITERATION NUMBER 495. Current Log-Posterior: 112425 Step Size: 35909.66349 Smoothing Hyper-parameters: 0.323431 0.144703 0.296128 0.313068 0.332150 0.173954 0.244156 Expected Total MS Cnt: 102.972 ITERATION NUMBER 496. Current Log-Posterior: 67885.2 Step Size: -44539.3228 Smoothing Hyper-parameters: 0.080589 0.341162 0.225272 0.295199 0.151567 0.215392 0.147223 Expected Total MS Cnt: 87.3568 ITERATION NUMBER 497. Current Log-Posterior: 167650 Step Size: 99764.40103 Smoothing Hyper-parameters: 0.247104 0.263524 0.193012 0.257205 0.194446 0.226620 0.174244 Expected Total MS Cnt: 94.0694 ITERATION NUMBER 498. Current Log-Posterior: 71325.2 Step Size: -96324.36469 Smoothing Hyper-parameters: 0.227606 0.176325 0.316214 0.209895 0.303119 0.226167 0.195492 Expected Total MS Cnt: 88.3652 ITERATION NUMBER 499. Current Log-Posterior: 78611.1 Step Size: 7285.840959 Smoothing Hyper-parameters: 0.294243 0.188003 0.381592 0.262258 0.160800 0.237194 0.192999 Expected Total MS Cnt: 86.4527 ITERATION NUMBER 500. Current Log-Posterior: 66215.9 Step Size: -12395.16616 Smoothing Hyper-parameters: 0.183950 0.174052 0.326522 0.181610 0.288453 0.259187 0.247735 Expected Total MS Cnt: 73.7599 ITERATION NUMBER 501. Current Log-Posterior: 90477 Step Size: 24261.07765 Smoothing Hyper-parameters: 0.057108 0.144228 0.172131 0.310232 0.282653 0.263429 0.111608 Expected Total MS Cnt: 84.4829 ITERATION NUMBER 502. Current Log-Posterior: 241775 Step Size: 151298.2079 Smoothing Hyper-parameters: 0.092410 0.118576 0.281021 0.286311 0.286630 0.164939 0.276475 Expected Total MS Cnt: 55.1766 ITERATION NUMBER 503. Current Log-Posterior: 162232 Step Size: -79542.96612 Smoothing Hyper-parameters: 0.230003 0.273619 0.327786 0.225015 0.353359 0.110045 0.282981 Expected Total MS Cnt: 50.5604 ITERATION NUMBER 504. Current Log-Posterior: 72556.4 Step Size: -89675.84552 Smoothing Hyper-parameters: 0.253780 0.152861 0.187736 0.331368 0.300596 0.329685 0.153368 Expected Total MS Cnt: 37.938 ITERATION NUMBER 505. Current Log-Posterior: 77631.1 Step Size: 5074.742664 Smoothing Hyper-parameters: 0.368286 0.267000 0.199785 0.170954 0.206689 0.278909 0.258389 Expected Total MS Cnt: 52.3439 ITERATION NUMBER 506. Current Log-Posterior: 55327.1 Step Size: -22304.04241 Smoothing Hyper-parameters: 0.121402 0.080996 0.212913 0.178076 0.240319 0.334381 0.170244 Expected Total MS Cnt: 75.4386 ITERATION NUMBER 507. Current Log-Posterior: 145135 Step Size: 89807.88971 Smoothing Hyper-parameters: 0.141864 0.187165 0.176194 0.089201 0.318173 0.130168 0.133152 Expected Total MS Cnt: 67.2902 ITERATION NUMBER 508. Current Log-Posterior: 112876 Step Size: -32259.21845 Smoothing Hyper-parameters: 0.177098 0.198732 0.213380 0.121162 0.239943 0.098022 0.303266 Expected Total MS Cnt: 71.2276 ITERATION NUMBER 509. Current Log-Posterior: 93640 Step Size: -19235.71374 Smoothing Hyper-parameters: 0.201504 0.080772 0.130666 0.187148 0.282711 0.260594 0.209558 Expected Total MS Cnt: 58.8753 ITERATION NUMBER 510. Current Log-Posterior: 110301 Step Size: 16660.64996 Smoothing Hyper-parameters: 0.082913 0.142234 0.200614 0.098454 0.236261 0.139320 0.121608 Expected Total MS Cnt: 74.1727 ITERATION NUMBER 511. Current Log-Posterior: 179180 Step Size: 68878.87395 Smoothing Hyper-parameters: 0.113019 0.235202 0.157608 0.314306 0.293111 0.176395 0.137253 Expected Total MS Cnt: 83.9599 ITERATION NUMBER 512. Current Log-Posterior: 131721 Step Size: -47459.01868 Smoothing Hyper-parameters: 0.166282 0.117587 0.167448 0.325898 0.213257 0.206693 0.216745 Expected Total MS Cnt: 69.0623 ITERATION NUMBER 513. Current Log-Posterior: 108503 Step Size: -23218.04017 Smoothing Hyper-parameters: 0.091675 0.070845 0.252010 0.199615 0.199092 0.162652 0.303093 Expected Total MS Cnt: 55.2727 ITERATION NUMBER 514. Current Log-Posterior: 181609 Step Size: 73106.7197 Smoothing Hyper-parameters: 0.171574 0.062726 0.127928 0.309902 0.205050 0.201304 0.276063 Expected Total MS Cnt: 51.8844 ITERATION NUMBER 515. Current Log-Posterior: 129979 Step Size: -51630.38008 Smoothing Hyper-parameters: 0.222467 0.059502 0.063848 0.215550 0.188547 0.290607 0.100290 Expected Total MS Cnt: 41.4019 ITERATION NUMBER 516. Current Log-Posterior: 123369 Step Size: -6609.962529 Smoothing Hyper-parameters: 0.040750 0.121156 0.227356 0.187796 0.181349 0.077302 0.187746 Expected Total MS Cnt: 45.4551 ITERATION NUMBER 517. Current Log-Posterior: 334051 Step Size: 210682.4997 Smoothing Hyper-parameters: 0.133797 0.113721 0.123944 0.154124 0.255701 0.220279 0.234174 Expected Total MS Cnt: 53.7061 ITERATION NUMBER 518. Current Log-Posterior: 129458 Step Size: -204593.1979 Smoothing Hyper-parameters: 0.073753 0.110759 0.187011 0.244020 0.231211 0.232273 0.248249 Expected Total MS Cnt: 37.4968 ITERATION NUMBER 519. Current Log-Posterior: 201112 Step Size: 71653.84634 Smoothing Hyper-parameters: 0.130840 0.181744 0.292636 0.193724 0.140001 0.114467 0.151422 Expected Total MS Cnt: 23.932 ITERATION NUMBER 520. Current Log-Posterior: 118229 Step Size: -82883.38825 Smoothing Hyper-parameters: 0.108949 0.109347 0.093523 0.167401 0.147649 0.192932 0.194780 Expected Total MS Cnt: 32.4561 ITERATION NUMBER 521. Current Log-Posterior: 151944 Step Size: 33715.85781 Smoothing Hyper-parameters: 0.198956 0.126866 0.260916 0.086412 0.255657 0.137630 0.231214 Expected Total MS Cnt: 36.8882 ITERATION NUMBER 522. Current Log-Posterior: 95987.9 Step Size: -55956.5574 Smoothing Hyper-parameters: 0.143948 0.149769 0.241150 0.129527 0.193085 0.057692 0.283599 Expected Total MS Cnt: 41.314 ITERATION NUMBER 523. Current Log-Posterior: 115283 Step Size: 19294.58505 Smoothing Hyper-parameters: 0.131620 0.114783 0.267049 0.114597 0.118365 0.021374 0.167420 Expected Total MS Cnt: 25.0221 ITERATION NUMBER 524. Current Log-Posterior: 128213 Step Size: 12930.66112 Smoothing Hyper-parameters: 0.170132 0.115764 0.258705 0.284262 0.217061 0.202483 0.287289 Expected Total MS Cnt: 32.4223 ITERATION NUMBER 525. Current Log-Posterior: 105291 Step Size: -22921.78879 Smoothing Hyper-parameters: 0.129422 0.134886 0.205361 0.333215 0.178523 0.185203 0.236744 Expected Total MS Cnt: 30.0205 ITERATION NUMBER 526. Current Log-Posterior: 124804 Step Size: 19512.71278 Smoothing Hyper-parameters: 0.167062 0.154285 0.069765 0.126374 0.415567 0.124020 0.065523 Expected Total MS Cnt: 18.4853 ITERATION NUMBER 527. Current Log-Posterior: 110057 Step Size: -14746.90883 Smoothing Hyper-parameters: 0.045316 0.239855 0.248113 0.257083 0.095778 0.149787 0.193722 Expected Total MS Cnt: 16.4923 ITERATION NUMBER 528. Current Log-Posterior: 289618 Step Size: 179560.806 Smoothing Hyper-parameters: 0.107050 0.099599 0.121649 0.251058 0.037791 0.197649 0.169815 Expected Total MS Cnt: 18.5743 ITERATION NUMBER 529. Current Log-Posterior: 155996 Step Size: -133621.7989 Smoothing Hyper-parameters: 0.145407 0.075174 0.187093 0.279623 0.145222 0.129555 0.099981 Expected Total MS Cnt: 21.2028 ITERATION NUMBER 530. Current Log-Posterior: 132422 Step Size: -23574.43918 Smoothing Hyper-parameters: 0.104955 0.096915 0.093490 0.281817 0.122691 0.224740 0.061452 Expected Total MS Cnt: 23.5253 ITERATION NUMBER 531. Current Log-Posterior: 159573 Step Size: 27150.76109 Smoothing Hyper-parameters: 0.104955 0.257158 0.126747 0.118362 0.273813 0.086731 0.141338 Expected Total MS Cnt: 18.4313 ITERATION NUMBER 532. Current Log-Posterior: 140191 Step Size: -19381.40841 Smoothing Hyper-parameters: 0.159494 0.133560 0.153204 0.097747 0.181856 0.220122 0.172575 Expected Total MS Cnt: 29.9224 ITERATION NUMBER 533. Current Log-Posterior: 111286 Step Size: -28905.07879 Smoothing Hyper-parameters: 0.122434 0.247575 0.128370 0.160019 0.156335 0.228243 0.197957 Expected Total MS Cnt: 19.5779 ITERATION NUMBER 534. Current Log-Posterior: 123575 Step Size: 12288.62371 Smoothing Hyper-parameters: 0.184275 0.177562 0.039987 0.194487 0.205352 0.075228 0.291090 Expected Total MS Cnt: 15.4737 ITERATION NUMBER 535. Current Log-Posterior: 109066 Step Size: -14508.77385 Smoothing Hyper-parameters: 0.116951 0.248991 0.229598 0.235888 0.085139 0.029386 0.097548 Expected Total MS Cnt: 19.8891 ITERATION NUMBER 536. Current Log-Posterior: 125149 Step Size: 16083.52003 Smoothing Hyper-parameters: 0.088212 0.049053 0.160558 0.055435 0.057602 0.240282 0.234164 Expected Total MS Cnt: 24.9379 ITERATION NUMBER 537. Current Log-Posterior: 212736 Step Size: 87587.06452 Smoothing Hyper-parameters: 0.119438 0.090344 0.180111 0.254379 0.169830 0.185952 0.243163 Expected Total MS Cnt: 19.7865 ITERATION NUMBER 538. Current Log-Posterior: 145845 Step Size: -66891.68414 Smoothing Hyper-parameters: 0.119438 0.210531 0.206188 0.174079 0.202076 0.162194 0.157609 Expected Total MS Cnt: 25.4408 ITERATION NUMBER 539. Current Log-Posterior: 125905 Step Size: -19940.16966 Smoothing Hyper-parameters: 0.077620 0.121250 0.211614 0.209709 0.211820 0.193914 0.054915 Expected Total MS Cnt: 31.1859 ITERATION NUMBER 540. Current Log-Posterior: 189592 Step Size: 63687.71412 Smoothing Hyper-parameters: 0.133961 0.140077 0.346105 0.167537 0.105827 0.272235 0.263772 Expected Total MS Cnt: 41.3944 ITERATION NUMBER 541. Current Log-Posterior: 120408 Step Size: -69184.3492 Smoothing Hyper-parameters: 0.155133 0.155152 0.190611 0.162819 0.044813 0.253476 0.153134 Expected Total MS Cnt: 35.6319 ITERATION NUMBER 542. Current Log-Posterior: 109009 Step Size: -11399.1987 Smoothing Hyper-parameters: 0.235432 0.135233 0.278997 0.172784 0.094913 0.254985 0.227355 Expected Total MS Cnt: 41.119 ITERATION NUMBER 543. Current Log-Posterior: 84046.4 Step Size: -24962.41375 Smoothing Hyper-parameters: 0.193615 0.169341 0.208311 0.203505 0.301020 0.264239 0.179001 Expected Total MS Cnt: 45.8431 ITERATION NUMBER 544. Current Log-Posterior: 89139.5 Step Size: 5093.108413 Smoothing Hyper-parameters: 0.128090 0.219485 0.293228 0.223717 0.164413 0.102504 0.196851 Expected Total MS Cnt: 50.3831 ITERATION NUMBER 545. Current Log-Posterior: 118392 Step Size: 29252.4265 Smoothing Hyper-parameters: 0.216852 0.218780 0.305390 0.282389 0.192422 0.100442 0.244999 Expected Total MS Cnt: 56.0164 ITERATION NUMBER 546. Current Log-Posterior: 78611.9 Step Size: -39780.04134 Smoothing Hyper-parameters: 0.257663 0.086585 0.178598 0.246289 0.216836 0.260413 0.280863 Expected Total MS Cnt: 50.1825 ITERATION NUMBER 547. Current Log-Posterior: 91570.4 Step Size: 12958.52902 Smoothing Hyper-parameters: 0.066715 0.264563 0.268723 0.241085 0.188384 0.210900 0.250210 Expected Total MS Cnt: 64.8058 ITERATION NUMBER 548. Current Log-Posterior: 201779 Step Size: 110208.5138 Smoothing Hyper-parameters: 0.216280 0.101977 0.245890 0.207941 0.194702 0.108912 0.156938 Expected Total MS Cnt: 68.0852 ITERATION NUMBER 549. Current Log-Posterior: 94668.7 Step Size: -107110.2341 Smoothing Hyper-parameters: 0.163187 0.045307 0.178025 0.257777 0.296540 0.193098 0.321223 Expected Total MS Cnt: 66.4718 ITERATION NUMBER 550. Current Log-Posterior: 150099 Step Size: 55430.05726 Smoothing Hyper-parameters: 0.123683 0.118449 0.200335 0.106112 0.207364 0.122134 0.225308 Expected Total MS Cnt: 51.9451 ITERATION NUMBER 551. Current Log-Posterior: 134049 Step Size: -16049.40726 Smoothing Hyper-parameters: 0.183280 0.177970 0.294798 0.179183 0.264250 0.234498 0.247712 Expected Total MS Cnt: 61.9341 ITERATION NUMBER 552. Current Log-Posterior: 92558.6 Step Size: -41490.74885 Smoothing Hyper-parameters: 0.181970 0.175453 0.282196 0.232066 0.294952 0.120549 0.225806 Expected Total MS Cnt: 64.0597 ITERATION NUMBER 553. Current Log-Posterior: 92243.6 Step Size: -314.9508999 Smoothing Hyper-parameters: 0.099998 0.178670 0.101501 0.164130 0.237712 0.164111 0.200433 Expected Total MS Cnt: 72.6083 ITERATION NUMBER 554. Current Log-Posterior: 152111 Step Size: 59867.42772 Smoothing Hyper-parameters: 0.162448 0.147584 0.284520 0.335594 0.255122 0.256704 0.165753 Expected Total MS Cnt: 62.8788 ITERATION NUMBER 555. Current Log-Posterior: 103687 Step Size: -48423.95545 Smoothing Hyper-parameters: 0.185587 0.188212 0.213558 0.180671 0.312713 0.221956 0.120022 Expected Total MS Cnt: 57.7625 ITERATION NUMBER 556. Current Log-Posterior: 91013.8 Step Size: -12673.33256 Smoothing Hyper-parameters: 0.116272 0.045105 0.120846 0.218276 0.150200 0.178593 0.102831 Expected Total MS Cnt: 75.8238 ITERATION NUMBER 557. Current Log-Posterior: 182860 Step Size: 91846.19262 Smoothing Hyper-parameters: 0.057426 0.077464 0.180482 0.299608 0.207970 0.226311 0.142022 Expected Total MS Cnt: 93.2096 ITERATION NUMBER 558. Current Log-Posterior: 254274 Step Size: 71413.78497 Smoothing Hyper-parameters: 0.154243 0.182411 0.104183 0.161459 0.340277 0.291902 0.111341 Expected Total MS Cnt: 97.8583 ITERATION NUMBER 559. Current Log-Posterior: 106988 Step Size: -147285.9011 Smoothing Hyper-parameters: 0.185579 0.195487 0.232666 0.072133 0.258426 0.197528 0.290922 Expected Total MS Cnt: 94.2191 ITERATION NUMBER 560. Current Log-Posterior: 92468.1 Step Size: -14519.75608 Smoothing Hyper-parameters: 0.212268 0.239965 0.191727 0.297794 0.375867 0.195963 0.169784 Expected Total MS Cnt: 117.943 ITERATION NUMBER 561. Current Log-Posterior: 80641.4 Step Size: -11826.64929 Smoothing Hyper-parameters: 0.168766 0.172009 0.272798 0.323170 0.341681 0.213996 0.295651 Expected Total MS Cnt: 98.6937 ITERATION NUMBER 562. Current Log-Posterior: 98064 Step Size: 17422.55388 Smoothing Hyper-parameters: 0.148871 0.155759 0.200917 0.308385 0.232915 0.252871 0.248682 Expected Total MS Cnt: 105.602 ITERATION NUMBER 563. Current Log-Posterior: 110243 Step Size: 12179.42294 Smoothing Hyper-parameters: 0.149457 0.078780 0.377147 0.266420 0.187177 0.182686 0.259297 Expected Total MS Cnt: 85.3411 ITERATION NUMBER 564. Current Log-Posterior: 126938 Step Size: 16694.8618 Smoothing Hyper-parameters: 0.125322 0.181272 0.260620 0.189722 0.266271 0.216732 0.190353 Expected Total MS Cnt: 89.5514 ITERATION NUMBER 565. Current Log-Posterior: 122451 Step Size: -4487.659917 Smoothing Hyper-parameters: 0.055387 0.226214 0.235613 0.142508 0.249077 0.258733 0.277562 Expected Total MS Cnt: 107.323 ITERATION NUMBER 566. Current Log-Posterior: 240782 Step Size: 118331.3417 Smoothing Hyper-parameters: 0.039151 0.217918 0.202347 0.340201 0.381065 0.162596 0.103479 Expected Total MS Cnt: 81.7485 ITERATION NUMBER 567. Current Log-Posterior: 337594 Step Size: 96812.18604 Smoothing Hyper-parameters: 0.107652 0.107208 0.292822 0.286471 0.217099 0.207116 0.104132 Expected Total MS Cnt: 94.0604 ITERATION NUMBER 568. Current Log-Posterior: 149096 Step Size: -188498.5541 Smoothing Hyper-parameters: 0.072269 0.064414 0.183422 0.247896 0.157261 0.226202 0.109648 Expected Total MS Cnt: 111.96 ITERATION NUMBER 569. Current Log-Posterior: 223312 Step Size: 74216.06858 Smoothing Hyper-parameters: 0.132542 0.232931 0.244665 0.266306 0.230417 0.378818 0.160186 Expected Total MS Cnt: 107.126 ITERATION NUMBER 570. Current Log-Posterior: 112538 Step Size: -110774.1128 Smoothing Hyper-parameters: 0.063984 0.311917 0.307618 0.276167 0.250032 0.118193 0.311512 Expected Total MS Cnt: 118.904 ITERATION NUMBER 571. Current Log-Posterior: 206738 Step Size: 94200.77293 Smoothing Hyper-parameters: 0.072793 0.198779 0.216480 0.268513 0.252677 0.194475 0.154381 Expected Total MS Cnt: 108.527 ITERATION NUMBER 572. Current Log-Posterior: 189648 Step Size: -17090.03807 Smoothing Hyper-parameters: 0.134630 0.070581 0.231557 0.262533 0.209939 0.238119 0.332871 Expected Total MS Cnt: 112.112 ITERATION NUMBER 573. Current Log-Posterior: 141124 Step Size: -48524.47867 Smoothing Hyper-parameters: 0.181034 0.064587 0.196447 0.216049 0.338969 0.321696 0.212236 Expected Total MS Cnt: 123.309 ITERATION NUMBER 574. Current Log-Posterior: 125053 Step Size: -16071.04158 Smoothing Hyper-parameters: 0.054398 0.133225 0.264766 0.271715 0.271614 0.155637 0.163630 Expected Total MS Cnt: 103.863 ITERATION NUMBER 575. Current Log-Posterior: 251384 Step Size: 126331.1884 Smoothing Hyper-parameters: 0.170926 0.217147 0.261276 0.256544 0.152723 0.261627 0.178934 Expected Total MS Cnt: 97.8871 ITERATION NUMBER 576. Current Log-Posterior: 94489.1 Step Size: -156894.8763 Smoothing Hyper-parameters: 0.224199 0.242663 0.223789 0.171902 0.259443 0.165512 0.200194 Expected Total MS Cnt: 100.786 ITERATION NUMBER 577. Current Log-Posterior: 76531.6 Step Size: -17957.46432 Smoothing Hyper-parameters: 0.254882 0.181628 0.313821 0.401742 0.184898 0.375896 0.195696 Expected Total MS Cnt: 84.2041 ITERATION NUMBER 578. Current Log-Posterior: 72484.4 Step Size: -4047.181325 Smoothing Hyper-parameters: 0.055830 0.255048 0.283992 0.282789 0.245222 0.254319 0.285609 Expected Total MS Cnt: 82.1706 ITERATION NUMBER 579. Current Log-Posterior: 237280 Step Size: 164795.9353 Smoothing Hyper-parameters: 0.139944 0.088427 0.255361 0.266077 0.289362 0.151980 0.351615 Expected Total MS Cnt: 81.61 ITERATION NUMBER 580. Current Log-Posterior: 128653 Step Size: -108627.6185 Smoothing Hyper-parameters: 0.204192 0.217078 0.184874 0.309007 0.316765 0.112936 0.165154 Expected Total MS Cnt: 67.8047 ITERATION NUMBER 581. Current Log-Posterior: 83847.1 Step Size: -44805.64713 Smoothing Hyper-parameters: 0.202066 0.058208 0.290902 0.211071 0.323757 0.172990 0.052822 Expected Total MS Cnt: 87.2529 ITERATION NUMBER 582. Current Log-Posterior: 119603 Step Size: 35755.5165 Smoothing Hyper-parameters: 0.169290 0.215211 0.226083 0.208506 0.349295 0.184120 0.161046 Expected Total MS Cnt: 101.326 ITERATION NUMBER 583. Current Log-Posterior: 94902.2 Step Size: -24700.45741 Smoothing Hyper-parameters: 0.169290 0.195069 0.234772 0.298263 0.250908 0.161253 0.203194 Expected Total MS Cnt: 113.266 ITERATION NUMBER 584. Current Log-Posterior: 97373.5 Step Size: 2471.383621 Smoothing Hyper-parameters: 0.145997 0.284158 0.278720 0.378973 0.340537 0.079353 0.270538 Expected Total MS Cnt: 124.87 ITERATION NUMBER 585. Current Log-Posterior: 101741 Step Size: 4367.804866 Smoothing Hyper-parameters: 0.108152 0.210858 0.303466 0.255786 0.217805 0.204121 0.212739 Expected Total MS Cnt: 118.404 ITERATION NUMBER 586. Current Log-Posterior: 133412 Step Size: 31670.7426 Smoothing Hyper-parameters: 0.175562 0.225892 0.304154 0.272742 0.249823 0.220601 0.099853 Expected Total MS Cnt: 122.35 ITERATION NUMBER 587. Current Log-Posterior: 91321.7 Step Size: -42090.35973 Smoothing Hyper-parameters: 0.117217 0.288944 0.252144 0.339449 0.238783 0.210510 0.214496 Expected Total MS Cnt: 91.5588 ITERATION NUMBER 588. Current Log-Posterior: 122376 Step Size: 31054.02525 Smoothing Hyper-parameters: 0.136529 0.189227 0.197445 0.315061 0.049471 0.058701 0.224751 Expected Total MS Cnt: 93.6154 ITERATION NUMBER 589. Current Log-Posterior: 115609 Step Size: -6766.796876 Smoothing Hyper-parameters: 0.056715 0.303504 0.248153 0.342373 0.275685 0.158785 0.160906 Expected Total MS Cnt: 111.01 ITERATION NUMBER 590. Current Log-Posterior: 227599 Step Size: 111990.3568 Smoothing Hyper-parameters: 0.179122 0.165669 0.372087 0.256559 0.227475 0.147008 0.193831 Expected Total MS Cnt: 94.5518 ITERATION NUMBER 591. Current Log-Posterior: 94663.9 Step Size: -132935.3757 Smoothing Hyper-parameters: 0.190899 0.164354 0.275487 0.319337 0.173073 0.221505 0.147635 Expected Total MS Cnt: 104.984 ITERATION NUMBER 592. Current Log-Posterior: 91434.5 Step Size: -3229.448038 Smoothing Hyper-parameters: 0.030008 0.165964 0.381188 0.393549 0.275446 0.213173 0.220793 Expected Total MS Cnt: 110.585 ITERATION NUMBER 593. Current Log-Posterior: 430218 Step Size: 338783.5028 Smoothing Hyper-parameters: 0.052490 0.343693 0.223787 0.291525 0.251264 0.128178 0.184920 Expected Total MS Cnt: 83.607 ITERATION NUMBER 594. Current Log-Posterior: 248057 Step Size: -182160.5351 Smoothing Hyper-parameters: 0.052785 0.206236 0.317028 0.307117 0.281699 0.161684 0.176226 Expected Total MS Cnt: 99.0304 ITERATION NUMBER 595. Current Log-Posterior: 248714 Step Size: 656.1166017 Smoothing Hyper-parameters: 0.031335 0.222955 0.263665 0.243716 0.189941 0.113082 0.175254 Expected Total MS Cnt: 86.4136 ITERATION NUMBER 596. Current Log-Posterior: 413105 Step Size: 164391.4953 Smoothing Hyper-parameters: 0.104670 0.107893 0.299871 0.178939 0.196239 0.184408 0.105009 Expected Total MS Cnt: 85.0725 ITERATION NUMBER 597. Current Log-Posterior: 151704 Step Size: -261400.8471 Smoothing Hyper-parameters: 0.029665 0.119610 0.239270 0.320016 0.146440 0.216752 0.091319 Expected Total MS Cnt: 73.3742 ITERATION NUMBER 598. Current Log-Posterior: 449398 Step Size: 297693.5442 Smoothing Hyper-parameters: 0.138085 0.101647 0.424317 0.279609 0.293707 0.184525 0.258902 Expected Total MS Cnt: 82.5354 ITERATION NUMBER 599. Current Log-Posterior: 125687 Step Size: -323711.0261 Smoothing Hyper-parameters: 0.087927 0.235488 0.138114 0.292227 0.161045 0.270482 0.151033 Expected Total MS Cnt: 75.5773 ITERATION NUMBER 600. Current Log-Posterior: 161543 Step Size: 35856.58263 Smoothing Hyper-parameters: 0.161094 0.290930 0.150924 0.145749 0.169585 0.254703 0.114435 Expected Total MS Cnt: 71.6848 ITERATION NUMBER 601. Current Log-Posterior: 96950.5 Step Size: -64592.79516 Smoothing Hyper-parameters: 0.085486 0.142498 0.130676 0.199315 0.209813 0.276668 0.303413 Expected Total MS Cnt: 81.141 ITERATION NUMBER 602. Current Log-Posterior: 171756 Step Size: 74805.10896 Smoothing Hyper-parameters: 0.059467 0.086104 0.218687 0.254321 0.222893 0.269249 0.055559 Expected Total MS Cnt: 67.4586 ITERATION NUMBER 603. Current Log-Posterior: 247451 Step Size: 75695.12677 Smoothing Hyper-parameters: 0.133264 0.232281 0.239485 0.192419 0.235183 0.147170 0.132383 Expected Total MS Cnt: 60.7064 ITERATION NUMBER 604. Current Log-Posterior: 113199 Step Size: -134251.598 Smoothing Hyper-parameters: 0.091342 0.117974 0.311916 0.235566 0.179108 0.268528 0.124997 Expected Total MS Cnt: 63.5581 ITERATION NUMBER 605. Current Log-Posterior: 164410 Step Size: 51211.29265 Smoothing Hyper-parameters: 0.145058 0.213387 0.192207 0.194353 0.380844 0.180202 0.395795 Expected Total MS Cnt: 80.6254 ITERATION NUMBER 606. Current Log-Posterior: 108592 Step Size: -55818.70211 Smoothing Hyper-parameters: 0.064675 0.185403 0.158954 0.106774 0.236106 0.281006 0.214963 Expected Total MS Cnt: 80.7241 ITERATION NUMBER 607. Current Log-Posterior: 212801 Step Size: 104209.5304 Smoothing Hyper-parameters: 0.149775 0.152858 0.207055 0.155787 0.115612 0.189544 0.218177 Expected Total MS Cnt: 72.3935 ITERATION NUMBER 608. Current Log-Posterior: 110260 Step Size: -102541.6308 Smoothing Hyper-parameters: 0.062498 0.257410 0.189183 0.215058 0.319428 0.285250 0.096338 Expected Total MS Cnt: 49.1099 ITERATION NUMBER 609. Current Log-Posterior: 214915 Step Size: 104655.2306 Smoothing Hyper-parameters: 0.196496 0.245170 0.203753 0.288143 0.246825 0.191996 0.149099 Expected Total MS Cnt: 59.4757 ITERATION NUMBER 610. Current Log-Posterior: 83791.4 Step Size: -131123.4786 Smoothing Hyper-parameters: 0.139791 0.165137 0.113433 0.299672 0.197125 0.216425 0.232387 Expected Total MS Cnt: 62.2044 ITERATION NUMBER 611. Current Log-Posterior: 117069 Step Size: 33277.48385 Smoothing Hyper-parameters: 0.258439 0.114644 0.262362 0.292559 0.413187 0.252187 0.025341 Expected Total MS Cnt: 43.2342 ITERATION NUMBER 612. Current Log-Posterior: 83995.6 Step Size: -33073.26773 Smoothing Hyper-parameters: 0.071739 0.166722 0.142262 0.187061 0.242384 0.304450 0.328806 Expected Total MS Cnt: 44.7302 ITERATION NUMBER 613. Current Log-Posterior: 198266 Step Size: 114270.7861 Smoothing Hyper-parameters: 0.106702 0.215079 0.072558 0.240086 0.297468 0.119079 0.291342 Expected Total MS Cnt: 42.1798 ITERATION NUMBER 614. Current Log-Posterior: 143077 Step Size: -55189.25074 Smoothing Hyper-parameters: 0.081472 0.076434 0.124730 0.099647 0.171003 0.194720 0.146272 Expected Total MS Cnt: 43.7069 ITERATION NUMBER 615. Current Log-Posterior: 203121 Step Size: 60043.98491 Smoothing Hyper-parameters: 0.063324 0.079760 0.040369 0.187324 0.274984 0.230836 0.245910 Expected Total MS Cnt: 28.1407 ITERATION NUMBER 616. Current Log-Posterior: 252321 Step Size: 49200.35491 Smoothing Hyper-parameters: 0.125866 0.094841 0.184902 0.088627 0.165582 0.242091 0.265138 Expected Total MS Cnt: 25.5534 ITERATION NUMBER 617. Current Log-Posterior: 139273 Step Size: -113048.7005 Smoothing Hyper-parameters: 0.049893 0.086271 0.168595 0.262330 0.211657 0.248154 0.264289 Expected Total MS Cnt: 26.4508 ITERATION NUMBER 618. Current Log-Posterior: 283924 Step Size: 144651.1499 Smoothing Hyper-parameters: 0.167631 0.125605 0.137144 0.236993 0.102773 0.161645 0.192384 Expected Total MS Cnt: 26.5979 ITERATION NUMBER 619. Current Log-Posterior: 107181 Step Size: -176743.0756 Smoothing Hyper-parameters: 0.005410 0.133176 0.101182 0.133723 0.304762 0.182176 0.318879 Expected Total MS Cnt: 26.8613 ITERATION NUMBER 620. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.196760 0.096351 0.132926 0.151787 0.231919 0.213083 0.157551 Expected Total MS Cnt: 30.3594 ITERATION NUMBER 621. Current Log-Posterior: 105781 Step Size: -inf Smoothing Hyper-parameters: 0.205597 0.162084 0.188649 0.040533 0.060592 0.372933 0.167841 Expected Total MS Cnt: 31.9633 ITERATION NUMBER 622. Current Log-Posterior: 91963.7 Step Size: -13817.7294 Smoothing Hyper-parameters: 0.211500 0.061415 0.148038 0.200226 0.184926 0.127017 0.228679 Expected Total MS Cnt: 21.9129 ITERATION NUMBER 623. Current Log-Posterior: 119829 Step Size: 27864.82886 Smoothing Hyper-parameters: 0.246256 0.154604 0.143485 0.189961 0.210478 0.086158 0.069314 Expected Total MS Cnt: 39.084 ITERATION NUMBER 624. Current Log-Posterior: 80626.7 Step Size: -39201.87687 Smoothing Hyper-parameters: 0.161016 0.166307 0.256919 0.212114 0.222927 0.139097 0.216306 Expected Total MS Cnt: 50.1788 ITERATION NUMBER 625. Current Log-Posterior: 102299 Step Size: 21672.33316 Smoothing Hyper-parameters: 0.174872 0.236164 0.119709 0.129768 0.191688 0.067191 0.308825 Expected Total MS Cnt: 47.6288 ITERATION NUMBER 626. Current Log-Posterior: 95357.2 Step Size: -6941.737301 Smoothing Hyper-parameters: 0.218547 0.132113 0.201626 0.242722 0.245684 0.121860 0.132831 Expected Total MS Cnt: 35.7065 ITERATION NUMBER 627. Current Log-Posterior: 87525.5 Step Size: -7831.750534 Smoothing Hyper-parameters: 0.090044 0.235619 0.134140 0.112779 0.294240 0.214737 0.029283 Expected Total MS Cnt: 43.8032 ITERATION NUMBER 628. Current Log-Posterior: 158429 Step Size: 70903.74576 Smoothing Hyper-parameters: 0.027462 0.209042 0.250542 0.195502 0.179248 0.192542 0.117302 Expected Total MS Cnt: 64.3037 ITERATION NUMBER 629. Current Log-Posterior: 461784 Step Size: 303355.0849 Smoothing Hyper-parameters: 0.051546 0.096985 0.116020 0.206775 0.237437 0.186175 0.148836 Expected Total MS Cnt: 43.1293 ITERATION NUMBER 630. Current Log-Posterior: 278021 Step Size: -183763.8189 Smoothing Hyper-parameters: 0.103998 0.119526 0.120392 0.214528 0.297541 0.120731 0.173892 Expected Total MS Cnt: 48.5182 ITERATION NUMBER 631. Current Log-Posterior: 154563 Step Size: -123457.972 Smoothing Hyper-parameters: 0.161432 0.081493 0.028106 0.155870 0.223308 0.231975 0.120388 Expected Total MS Cnt: 42.3548 ITERATION NUMBER 632. Current Log-Posterior: 146589 Step Size: -7973.156372 Smoothing Hyper-parameters: 0.067835 0.107823 0.158088 0.224706 0.238234 0.049174 0.232370 Expected Total MS Cnt: 38.8798 ITERATION NUMBER 633. Current Log-Posterior: 215803 Step Size: 69213.27934 Smoothing Hyper-parameters: 0.144075 0.164108 0.071980 0.262726 0.221702 0.184449 0.153117 Expected Total MS Cnt: 52.8692 ITERATION NUMBER 634. Current Log-Posterior: 119106 Step Size: -96696.4638 Smoothing Hyper-parameters: 0.152263 0.125497 0.273486 0.233556 0.217575 0.193018 0.147180 Expected Total MS Cnt: 62.1484 ITERATION NUMBER 635. Current Log-Posterior: 112411 Step Size: -6695.065085 Smoothing Hyper-parameters: 0.030225 0.217344 0.125916 0.311296 0.229794 0.196051 0.188861 Expected Total MS Cnt: 64.2824 ITERATION NUMBER 636. Current Log-Posterior: 425210 Step Size: 312798.4102 Smoothing Hyper-parameters: 0.086905 0.132345 0.175996 0.183379 0.211277 0.134171 0.231060 Expected Total MS Cnt: 66.3114 ITERATION NUMBER 637. Current Log-Posterior: 170834 Step Size: -254375.7603 Smoothing Hyper-parameters: 0.148196 0.163405 0.185073 0.274834 0.235273 0.285433 0.055198 Expected Total MS Cnt: 50.7695 ITERATION NUMBER 638. Current Log-Posterior: 109741 Step Size: -61092.40156 Smoothing Hyper-parameters: 0.095635 0.231580 0.305165 0.160369 0.125121 0.193695 0.179118 Expected Total MS Cnt: 47.1223 ITERATION NUMBER 639. Current Log-Posterior: 148516 Step Size: 38774.74568 Smoothing Hyper-parameters: 0.175531 0.270231 0.166983 0.285018 0.246622 0.103450 0.132340 Expected Total MS Cnt: 54.4546 ITERATION NUMBER 640. Current Log-Posterior: 90465.7 Step Size: -58050.39724 Smoothing Hyper-parameters: 0.020942 0.161717 0.170663 0.346099 0.155364 0.152603 0.189053 Expected Total MS Cnt: 61.25 ITERATION NUMBER 641. Current Log-Posterior: 615945 Step Size: 525479.7645 Smoothing Hyper-parameters: 0.135259 0.232653 0.206305 0.151718 0.192941 0.228135 0.195145 Expected Total MS Cnt: 58.1675 ITERATION NUMBER 642. Current Log-Posterior: 112361 Step Size: -503584.3918 Smoothing Hyper-parameters: 0.073444 0.128466 0.206273 0.289806 0.157644 0.211610 0.171520 Expected Total MS Cnt: 58.7833 ITERATION NUMBER 643. Current Log-Posterior: 195491 Step Size: 83130.04851 Smoothing Hyper-parameters: 0.138281 0.095427 0.120532 0.138457 0.358002 0.223142 0.123603 Expected Total MS Cnt: 49.0222 ITERATION NUMBER 644. Current Log-Posterior: 131634 Step Size: -63857.43255 Smoothing Hyper-parameters: 0.069324 0.086432 0.112133 0.314092 0.139517 0.260779 0.280048 Expected Total MS Cnt: 60.4925 ITERATION NUMBER 645. Current Log-Posterior: 222942 Step Size: 91308.67529 Smoothing Hyper-parameters: 0.206219 0.010092 0.049364 0.257059 0.305668 0.178925 0.302449 Expected Total MS Cnt: 61.302 ITERATION NUMBER 646. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.070177 0.173275 0.129176 0.133893 0.195704 0.254871 0.153572 Expected Total MS Cnt: 45.669 ITERATION NUMBER 647. Current Log-Posterior: 200105 Step Size: -inf Smoothing Hyper-parameters: 0.185314 0.280920 0.122679 0.086934 0.196920 0.258707 0.109724 Expected Total MS Cnt: 57.4949 ITERATION NUMBER 648. Current Log-Posterior: 90679 Step Size: -109425.7775 Smoothing Hyper-parameters: 0.135710 0.063718 0.244619 0.160450 0.079704 0.243915 0.289506 Expected Total MS Cnt: 55.3393 ITERATION NUMBER 649. Current Log-Posterior: 145679 Step Size: 54999.99916 Smoothing Hyper-parameters: 0.040654 0.123428 0.106302 0.286975 0.188213 0.185610 0.246123 Expected Total MS Cnt: 61.2327 ITERATION NUMBER 650. Current Log-Posterior: 334710 Step Size: 189030.8755 Smoothing Hyper-parameters: 0.110100 0.176992 0.129166 0.155708 0.214632 0.177374 0.227473 Expected Total MS Cnt: 41.5594 ITERATION NUMBER 651. Current Log-Posterior: 139014 Step Size: -195696.1035 Smoothing Hyper-parameters: 0.164438 0.230443 0.123882 0.158445 0.237965 0.109887 0.198745 Expected Total MS Cnt: 28.8001 ITERATION NUMBER 652. Current Log-Posterior: 99990.2 Step Size: -39023.53241 Smoothing Hyper-parameters: 0.128946 0.166039 0.168590 0.213239 0.093956 0.210280 0.247990 Expected Total MS Cnt: 28.1843 ITERATION NUMBER 653. Current Log-Posterior: 123258 Step Size: 23267.94638 Smoothing Hyper-parameters: 0.121435 0.197328 0.139574 0.287394 0.105650 0.297791 0.178815 Expected Total MS Cnt: 29.0059 ITERATION NUMBER 654. Current Log-Posterior: 126527 Step Size: 3268.727779 Smoothing Hyper-parameters: 0.139512 0.249295 0.243042 0.308306 0.177973 0.212247 0.185109 Expected Total MS Cnt: 32.9452 ITERATION NUMBER 655. Current Log-Posterior: 107713 Step Size: -18813.84176 Smoothing Hyper-parameters: 0.079313 0.095299 0.294527 0.225895 0.158880 0.267329 0.262760 Expected Total MS Cnt: 36.7155 ITERATION NUMBER 656. Current Log-Posterior: 190746 Step Size: 83032.96053 Smoothing Hyper-parameters: 0.078694 0.133406 0.109523 0.174566 0.120838 0.223333 0.182407 Expected Total MS Cnt: 29.2648 ITERATION NUMBER 657. Current Log-Posterior: 187576 Step Size: -3170.01611 Smoothing Hyper-parameters: 0.016166 0.185990 0.042936 0.155778 0.227227 0.370965 0.167918 Expected Total MS Cnt: 38.027 ITERATION NUMBER 658. Current Log-Posterior: 781996 Step Size: 594420.1743 Smoothing Hyper-parameters: 0.134530 0.066793 0.077944 0.133909 0.276664 0.263194 0.310341 Expected Total MS Cnt: 20.9255 ITERATION NUMBER 659. Current Log-Posterior: 150400 Step Size: -631596.4278 Smoothing Hyper-parameters: 0.190865 0.097864 0.153425 0.244670 0.193074 0.209465 0.257209 Expected Total MS Cnt: 23.9255 ITERATION NUMBER 660. Current Log-Posterior: 105443 Step Size: -44956.34847 Smoothing Hyper-parameters: 0.156689 0.097686 0.203096 0.130691 0.194985 0.177185 0.231939 Expected Total MS Cnt: 25.1391 ITERATION NUMBER 661. Current Log-Posterior: 117700 Step Size: 12256.46824 Smoothing Hyper-parameters: 0.225203 0.205149 0.185363 0.254575 0.180183 0.062750 0.201843 Expected Total MS Cnt: 36.0904 ITERATION NUMBER 662. Current Log-Posterior: 79297.5 Step Size: -38402.32424 Smoothing Hyper-parameters: 0.148137 0.205906 0.144674 0.178929 0.162291 0.054898 0.250304 Expected Total MS Cnt: 46.9114 ITERATION NUMBER 663. Current Log-Posterior: 107164 Step Size: 27866.60133 Smoothing Hyper-parameters: 0.112846 0.221497 0.102694 0.176614 0.128605 0.038996 0.297148 Expected Total MS Cnt: 35.3388 ITERATION NUMBER 664. Current Log-Posterior: 133557 Step Size: 26393.14647 Smoothing Hyper-parameters: 0.010808 0.261661 0.109957 0.075428 0.267894 0.236157 0.167162 Expected Total MS Cnt: 39.7375 ITERATION NUMBER 665. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.011270 0.084394 0.097121 0.195635 0.100309 0.233635 0.243485 Expected Total MS Cnt: 49.1077 ITERATION NUMBER 666. Current Log-Posterior: inf Step Size: nan Smoothing Hyper-parameters: 0.013779 0.216233 0.049063 0.081463 0.097995 0.194120 0.113602 Expected Total MS Cnt: 55.0211 ITERATION NUMBER 667. Current Log-Posterior: inf Step Size: nan Smoothing Hyper-parameters: 0.070735 0.299241 0.180904 0.160338 0.149467 0.074673 0.262369 Expected Total MS Cnt: 64.7159 ITERATION NUMBER 668. Current Log-Posterior: 193504 Step Size: -inf Smoothing Hyper-parameters: 0.059130 0.154954 0.144960 0.312542 0.277571 0.142005 0.275492 Expected Total MS Cnt: 52.7447 ITERATION NUMBER 669. Current Log-Posterior: 234022 Step Size: 40518.47812 Smoothing Hyper-parameters: 0.141788 0.236982 0.288933 0.212245 0.246780 0.268376 0.161295 Expected Total MS Cnt: 60.3264 ITERATION NUMBER 670. Current Log-Posterior: 106111 Step Size: -127911.5616 Smoothing Hyper-parameters: 0.135121 0.147686 0.128869 0.250478 0.273751 0.277898 0.230521 Expected Total MS Cnt: 66.9733 ITERATION NUMBER 671. Current Log-Posterior: 120923 Step Size: 14811.94701 Smoothing Hyper-parameters: 0.223866 0.218719 0.230117 0.359078 0.289796 0.289913 0.144326 Expected Total MS Cnt: 58.7842 ITERATION NUMBER 672. Current Log-Posterior: 77633.2 Step Size: -43289.56665 Smoothing Hyper-parameters: 0.066630 0.159905 0.251959 0.256437 0.222770 0.106892 0.128990 Expected Total MS Cnt: 64.6895 ITERATION NUMBER 673. Current Log-Posterior: 205498 Step Size: 127864.355 Smoothing Hyper-parameters: 0.075928 0.193879 0.170036 0.286112 0.211878 0.100985 0.226576 Expected Total MS Cnt: 79.3949 ITERATION NUMBER 674. Current Log-Posterior: 183197 Step Size: -22300.52153 Smoothing Hyper-parameters: 0.099851 0.085286 0.133680 0.202227 0.218066 0.261026 0.215860 Expected Total MS Cnt: 66.7239 ITERATION NUMBER 675. Current Log-Posterior: 167742 Step Size: -15455.56314 Smoothing Hyper-parameters: 0.062484 0.091436 0.249654 0.197293 0.191973 0.246702 0.219444 Expected Total MS Cnt: 71.067 ITERATION NUMBER 676. Current Log-Posterior: 236056 Step Size: 68314.95912 Smoothing Hyper-parameters: 0.026547 0.226348 0.294177 0.322107 0.163789 0.218278 0.215624 Expected Total MS Cnt: 80.6915 ITERATION NUMBER 677. Current Log-Posterior: 478054 Step Size: 241997.9411 Smoothing Hyper-parameters: 0.056111 0.204821 0.374752 0.240071 0.223363 0.191712 0.257277 Expected Total MS Cnt: 83.6952 ITERATION NUMBER 678. Current Log-Posterior: 239826 Step Size: -238228.4253 Smoothing Hyper-parameters: 0.101144 0.220985 0.307806 0.332408 0.241935 0.250686 0.156445 Expected Total MS Cnt: 86.7651 ITERATION NUMBER 679. Current Log-Posterior: 141886 Step Size: -97940.08495 Smoothing Hyper-parameters: 0.128253 0.327458 0.265233 0.291525 0.320474 0.350455 0.142049 Expected Total MS Cnt: 115.099 ITERATION NUMBER 680. Current Log-Posterior: 112049 Step Size: -29836.86732 Smoothing Hyper-parameters: 0.184516 0.217354 0.290737 0.349107 0.208243 0.215710 0.182245 Expected Total MS Cnt: 100.198 ITERATION NUMBER 681. Current Log-Posterior: 88518.3 Step Size: -23530.77875 Smoothing Hyper-parameters: 0.175650 0.167384 0.225627 0.257647 0.251331 0.203874 0.151323 Expected Total MS Cnt: 107.614 ITERATION NUMBER 682. Current Log-Posterior: 97418.5 Step Size: 8900.273598 Smoothing Hyper-parameters: 0.105218 0.246255 0.194214 0.240913 0.321809 0.214497 0.229790 Expected Total MS Cnt: 100.081 ITERATION NUMBER 683. Current Log-Posterior: 136300 Step Size: 38881.30404 Smoothing Hyper-parameters: 0.108773 0.118020 0.263905 0.293389 0.345420 0.214758 0.159198 Expected Total MS Cnt: 102.976 ITERATION NUMBER 684. Current Log-Posterior: 145031 Step Size: 8730.980697 Smoothing Hyper-parameters: 0.181607 0.170033 0.154743 0.236792 0.369003 0.176148 0.250652 Expected Total MS Cnt: 99.18 ITERATION NUMBER 685. Current Log-Posterior: 95912 Step Size: -49118.8279 Smoothing Hyper-parameters: 0.246188 0.196455 0.256844 0.175610 0.259402 0.169391 0.147006 Expected Total MS Cnt: 124.5 ITERATION NUMBER 686. Current Log-Posterior: 75014.3 Step Size: -20897.7285 Smoothing Hyper-parameters: 0.247205 0.207781 0.129015 0.104295 0.242800 0.290163 0.297719 Expected Total MS Cnt: 102.544 ITERATION NUMBER 687. Current Log-Posterior: 77513.2 Step Size: 2498.963033 Smoothing Hyper-parameters: 0.148494 0.199132 0.219576 0.182284 0.272916 0.075542 0.179346 Expected Total MS Cnt: 101.343 ITERATION NUMBER 688. Current Log-Posterior: 106326 Step Size: 28812.53993 Smoothing Hyper-parameters: 0.148683 0.361129 0.239768 0.103295 0.263653 0.274653 0.261069 Expected Total MS Cnt: 73.1408 ITERATION NUMBER 689. Current Log-Posterior: 98762.7 Step Size: -7563.097609 Smoothing Hyper-parameters: 0.176720 0.179155 0.270875 0.272542 0.274902 0.134023 0.291579 Expected Total MS Cnt: 76.3664 ITERATION NUMBER 690. Current Log-Posterior: 94653.8 Step Size: -4108.817121 Smoothing Hyper-parameters: 0.264369 0.285792 0.288447 0.170152 0.171696 0.160319 0.146806 Expected Total MS Cnt: 63.8995 ITERATION NUMBER 691. Current Log-Posterior: 66647.6 Step Size: -28006.28324 Smoothing Hyper-parameters: 0.116247 0.226298 0.272661 0.159250 0.239787 0.207635 0.215710 Expected Total MS Cnt: 86.3583 ITERATION NUMBER 692. Current Log-Posterior: 127337 Step Size: 60689.00496 Smoothing Hyper-parameters: 0.165702 0.156678 0.229164 0.224699 0.203530 0.188648 0.167277 Expected Total MS Cnt: 69.2921 ITERATION NUMBER 693. Current Log-Posterior: 102555 Step Size: -24781.51249 Smoothing Hyper-parameters: 0.139250 0.183624 0.291364 0.218338 0.239392 0.108870 0.200750 Expected Total MS Cnt: 85.6 ITERATION NUMBER 694. Current Log-Posterior: 110532 Step Size: 7976.730344 Smoothing Hyper-parameters: 0.194582 0.185216 0.250185 0.236968 0.214046 0.195589 0.220007 Expected Total MS Cnt: 90.1753 ITERATION NUMBER 695. Current Log-Posterior: 88211.6 Step Size: -22320.2194 Smoothing Hyper-parameters: 0.201920 0.210397 0.406079 0.221542 0.046380 0.199908 0.204565 Expected Total MS Cnt: 82.3145 ITERATION NUMBER 696. Current Log-Posterior: 83683.7 Step Size: -4527.895537 Smoothing Hyper-parameters: 0.250261 0.333746 0.195146 0.244232 0.172126 0.204116 0.108838 Expected Total MS Cnt: 94.2416 ITERATION NUMBER 697. Current Log-Posterior: 68275.2 Step Size: -15408.4519 Smoothing Hyper-parameters: 0.106931 0.173565 0.380948 0.231493 0.148585 0.234537 0.180988 Expected Total MS Cnt: 110.166 ITERATION NUMBER 698. Current Log-Posterior: 139018 Step Size: 70742.87536 Smoothing Hyper-parameters: 0.032134 0.210310 0.327692 0.235203 0.164676 0.132481 0.126521 Expected Total MS Cnt: 83.3461 ITERATION NUMBER 699. Current Log-Posterior: 396882 Step Size: 257863.6222 Smoothing Hyper-parameters: 0.102850 0.185453 0.346213 0.159652 0.252925 0.238189 0.207544 Expected Total MS Cnt: 87.5359 ITERATION NUMBER 700. Current Log-Posterior: 142034 Step Size: -254847.2221 Smoothing Hyper-parameters: 0.262475 0.199206 0.223779 0.180768 0.144297 0.181554 0.220421 Expected Total MS Cnt: 80.6347 ITERATION NUMBER 701. Current Log-Posterior: 71850.7 Step Size: -70183.80633 Smoothing Hyper-parameters: 0.224074 0.307956 0.125593 0.206601 0.299532 0.159304 0.308322 Expected Total MS Cnt: 85.7469 ITERATION NUMBER 702. Current Log-Posterior: 76828.1 Step Size: 4977.369387 Smoothing Hyper-parameters: 0.176937 0.253227 0.306931 0.171353 0.143447 0.207967 0.256509 Expected Total MS Cnt: 93.8226 ITERATION NUMBER 703. Current Log-Posterior: 90460.6 Step Size: 13632.57065 Smoothing Hyper-parameters: 0.160814 0.216968 0.205719 0.283210 0.307622 0.103027 0.156610 Expected Total MS Cnt: 104.011 ITERATION NUMBER 704. Current Log-Posterior: 98335.5 Step Size: 7874.873929 Smoothing Hyper-parameters: 0.107180 0.198681 0.258372 0.230088 0.227982 0.268857 0.175225 Expected Total MS Cnt: 97.304 ITERATION NUMBER 705. Current Log-Posterior: 135700 Step Size: 37364.70518 Smoothing Hyper-parameters: 0.087892 0.176166 0.266769 0.303242 0.245431 0.281117 0.212018 Expected Total MS Cnt: 92.3799 ITERATION NUMBER 706. Current Log-Posterior: 163466 Step Size: 27765.78175 Smoothing Hyper-parameters: 0.059055 0.252716 0.254054 0.350878 0.263013 0.150099 0.174832 Expected Total MS Cnt: 80.6422 ITERATION NUMBER 707. Current Log-Posterior: 225254 Step Size: 61787.93037 Smoothing Hyper-parameters: 0.084224 0.263870 0.160647 0.352252 0.160822 0.309664 0.177381 Expected Total MS Cnt: 90.3973 ITERATION NUMBER 708. Current Log-Posterior: 165260 Step Size: -59993.83811 Smoothing Hyper-parameters: 0.092868 0.282257 0.281540 0.201641 0.217009 0.246429 0.119059 Expected Total MS Cnt: 82.5034 ITERATION NUMBER 709. Current Log-Posterior: 146744 Step Size: -18516.36585 Smoothing Hyper-parameters: 0.143698 0.308893 0.364506 0.237409 0.366043 0.108088 0.196598 Expected Total MS Cnt: 94.518 ITERATION NUMBER 710. Current Log-Posterior: 102150 Step Size: -44593.91908 Smoothing Hyper-parameters: 0.096013 0.171164 0.250452 0.215175 0.288614 0.233402 0.154033 Expected Total MS Cnt: 80.4824 ITERATION NUMBER 711. Current Log-Posterior: 151142 Step Size: 48992.4695 Smoothing Hyper-parameters: 0.199392 0.096146 0.120259 0.389658 0.200737 0.100293 0.198255 Expected Total MS Cnt: 80.5265 ITERATION NUMBER 712. Current Log-Posterior: 105084 Step Size: -46058.32849 Smoothing Hyper-parameters: 0.033483 0.218060 0.248840 0.275486 0.207495 0.220331 0.168825 Expected Total MS Cnt: 66.6256 ITERATION NUMBER 713. Current Log-Posterior: 388078 Step Size: 282994.1724 Smoothing Hyper-parameters: 0.037048 0.146250 0.217291 0.247849 0.234402 0.217976 0.247037 Expected Total MS Cnt: 70.8304 ITERATION NUMBER 714. Current Log-Posterior: 358613 Step Size: -29465.42934 Smoothing Hyper-parameters: 0.027272 0.122887 0.248242 0.272397 0.140002 0.208567 0.144988 Expected Total MS Cnt: 73.9798 ITERATION NUMBER 715. Current Log-Posterior: 480154 Step Size: 121540.8419 Smoothing Hyper-parameters: 0.107837 0.219895 0.165119 0.265719 0.158756 0.196856 0.204810 Expected Total MS Cnt: 82.4454 ITERATION NUMBER 716. Current Log-Posterior: 136435 Step Size: -343718.4361 Smoothing Hyper-parameters: 0.138026 0.199761 0.308151 0.218306 0.253779 0.210725 0.196948 Expected Total MS Cnt: 84.9004 ITERATION NUMBER 717. Current Log-Posterior: 111102 Step Size: -25332.72544 Smoothing Hyper-parameters: 0.172397 0.128371 0.179295 0.117747 0.206424 0.264436 0.107105 Expected Total MS Cnt: 65.3994 ITERATION NUMBER 718. Current Log-Posterior: 104144 Step Size: -6958.008917 Smoothing Hyper-parameters: 0.138121 0.231031 0.327566 0.250350 0.186933 0.112669 0.309575 Expected Total MS Cnt: 66.075 ITERATION NUMBER 719. Current Log-Posterior: 107879 Step Size: 3734.890098 Smoothing Hyper-parameters: 0.184800 0.250354 0.221928 0.173814 0.202369 0.263367 0.249225 Expected Total MS Cnt: 67.5557 ITERATION NUMBER 720. Current Log-Posterior: 87199.4 Step Size: -20679.82595 Smoothing Hyper-parameters: 0.044009 0.118186 0.352992 0.261535 0.296817 0.225289 0.219327 Expected Total MS Cnt: 71.9988 ITERATION NUMBER 721. Current Log-Posterior: 312332 Step Size: 225132.6031 Smoothing Hyper-parameters: 0.077455 0.138934 0.292080 0.148158 0.255035 0.151269 0.145476 Expected Total MS Cnt: 51.4507 ITERATION NUMBER 722. Current Log-Posterior: 186296 Step Size: -126035.5412 Smoothing Hyper-parameters: 0.057088 0.171052 0.266673 0.342370 0.231118 0.205049 0.097111 Expected Total MS Cnt: 61.6956 ITERATION NUMBER 723. Current Log-Posterior: 238313 Step Size: 52016.61634 Smoothing Hyper-parameters: 0.053135 0.273663 0.196720 0.180619 0.059358 0.264965 0.171374 Expected Total MS Cnt: 39.3152 ITERATION NUMBER 724. Current Log-Posterior: 248381 Step Size: 10067.92546 Smoothing Hyper-parameters: 0.107817 0.120045 0.205330 0.185193 0.090576 0.306272 0.144296 Expected Total MS Cnt: 26.0395 ITERATION NUMBER 725. Current Log-Posterior: 146396 Step Size: -101984.8407 Smoothing Hyper-parameters: 0.126784 0.201633 0.240672 0.329035 0.162634 0.270074 0.148182 Expected Total MS Cnt: 49.7619 ITERATION NUMBER 726. Current Log-Posterior: 118610 Step Size: -27785.94842 Smoothing Hyper-parameters: 0.060576 0.202566 0.108295 0.239941 0.265790 0.147278 0.252603 Expected Total MS Cnt: 48.862 ITERATION NUMBER 727. Current Log-Posterior: 227214 Step Size: 108603.9867 Smoothing Hyper-parameters: 0.099487 0.202974 0.176813 0.099269 0.271910 0.125551 0.119485 Expected Total MS Cnt: 51.3759 ITERATION NUMBER 728. Current Log-Posterior: 147237 Step Size: -79977.17776 Smoothing Hyper-parameters: 0.273180 0.186997 0.244425 0.331003 0.168545 0.105106 0.123748 Expected Total MS Cnt: 46.0379 ITERATION NUMBER 729. Current Log-Posterior: 70466.4 Step Size: -76770.59837 Smoothing Hyper-parameters: 0.065744 0.062233 0.087999 0.176621 0.221734 0.101668 0.157077 Expected Total MS Cnt: 57.5772 ITERATION NUMBER 730. Current Log-Posterior: 247023 Step Size: 176556.9802 Smoothing Hyper-parameters: 0.053072 0.126568 0.077503 0.271163 0.227542 0.327975 0.102137 Expected Total MS Cnt: 43.0557 ITERATION NUMBER 731. Current Log-Posterior: 265733 Step Size: 18709.50922 Smoothing Hyper-parameters: 0.150773 0.294455 0.117803 0.205014 0.176374 0.223009 0.123499 Expected Total MS Cnt: 39.1996 ITERATION NUMBER 732. Current Log-Posterior: 103800 Step Size: -161933.2382 Smoothing Hyper-parameters: 0.109626 0.148981 0.190047 0.094185 0.171252 0.242204 0.353449 Expected Total MS Cnt: 28.1863 ITERATION NUMBER 733. Current Log-Posterior: 141257 Step Size: 37456.94663 Smoothing Hyper-parameters: 0.012091 0.113179 0.242013 0.199884 0.114083 0.171327 0.095022 Expected Total MS Cnt: 27.3969 ITERATION NUMBER 734. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.193648 0.118429 0.211083 0.159958 0.079849 0.194892 0.264271 Expected Total MS Cnt: 19.67 ITERATION NUMBER 735. Current Log-Posterior: 99086.7 Step Size: -inf Smoothing Hyper-parameters: 0.026781 0.166227 0.167353 0.194599 0.056518 0.194072 0.254202 Expected Total MS Cnt: 19.5948 ITERATION NUMBER 736. Current Log-Posterior: 477178 Step Size: 378091.2693 Smoothing Hyper-parameters: 0.024835 0.138003 0.113398 0.195160 0.067292 0.222519 0.160027 Expected Total MS Cnt: 21.3714 ITERATION NUMBER 737. Current Log-Posterior: 524314 Step Size: 47135.86183 Smoothing Hyper-parameters: 0.138078 0.222441 0.236430 0.084947 0.286311 0.228553 0.155351 Expected Total MS Cnt: 15.1098 ITERATION NUMBER 738. Current Log-Posterior: 111470 Step Size: -412844.2429 Smoothing Hyper-parameters: 0.178958 0.255670 0.035053 0.124940 0.251664 0.287259 0.273189 Expected Total MS Cnt: 26.6937 ITERATION NUMBER 739. Current Log-Posterior: 108809 Step Size: -2660.82969 Smoothing Hyper-parameters: 0.065752 0.184481 0.110782 0.261580 0.257094 0.312468 0.220908 Expected Total MS Cnt: 40.5914 ITERATION NUMBER 740. Current Log-Posterior: 210046 Step Size: 101237.6625 Smoothing Hyper-parameters: 0.170210 0.152198 0.165147 0.154598 0.118457 0.247717 0.254429 Expected Total MS Cnt: 40.1126 ITERATION NUMBER 741. Current Log-Posterior: 102694 Step Size: -107352.6972 Smoothing Hyper-parameters: 0.197974 0.079679 0.208950 0.226185 0.207027 0.179258 0.289981 Expected Total MS Cnt: 28.5219 ITERATION NUMBER 742. Current Log-Posterior: 109554 Step Size: 6860.710272 Smoothing Hyper-parameters: 0.149980 0.271219 0.168411 0.158768 0.181825 0.267958 0.196808 Expected Total MS Cnt: 45.2379 ITERATION NUMBER 743. Current Log-Posterior: 103321 Step Size: -6233.531738 Smoothing Hyper-parameters: 0.217646 0.041970 0.187235 0.134525 0.238958 0.232143 0.232443 Expected Total MS Cnt: 35.1564 ITERATION NUMBER 744. Current Log-Posterior: 142678 Step Size: 39357.09092 Smoothing Hyper-parameters: 0.279562 0.029023 0.131187 0.150333 0.144155 0.351503 0.195128 Expected Total MS Cnt: 29.0475 ITERATION NUMBER 745. Current Log-Posterior: 160270 Step Size: 17592.08581 Smoothing Hyper-parameters: 0.036718 0.243772 0.150320 0.258691 0.179793 0.191249 0.313645 Expected Total MS Cnt: 33.6807 ITERATION NUMBER 746. Current Log-Posterior: 351612 Step Size: 191341.4807 Smoothing Hyper-parameters: 0.229018 0.170551 0.233883 0.256298 0.270174 0.215478 0.160264 Expected Total MS Cnt: 30.1459 ITERATION NUMBER 747. Current Log-Posterior: 80577.6 Step Size: -271034.0263 Smoothing Hyper-parameters: 0.082591 0.285993 0.224064 0.228727 0.202561 0.283794 0.139605 Expected Total MS Cnt: 40.9928 ITERATION NUMBER 748. Current Log-Posterior: 164232 Step Size: 83654.8508 Smoothing Hyper-parameters: 0.190445 0.067794 0.287520 0.272300 0.155391 0.365815 0.214185 Expected Total MS Cnt: 40.2857 ITERATION NUMBER 749. Current Log-Posterior: 117957 Step Size: -46275.74074 Smoothing Hyper-parameters: 0.091968 0.097420 0.268984 0.140653 0.202088 0.161241 0.153814 Expected Total MS Cnt: 32.1415 ITERATION NUMBER 750. Current Log-Posterior: 169560 Step Size: 51603.77634 Smoothing Hyper-parameters: 0.141996 0.106737 0.219249 0.240115 0.241855 0.224338 0.292648 Expected Total MS Cnt: 26.0092 ITERATION NUMBER 751. Current Log-Posterior: 123152 Step Size: -46408.67581 Smoothing Hyper-parameters: 0.145653 0.239651 0.027051 0.169210 0.310308 0.154613 0.310063 Expected Total MS Cnt: 38.7246 ITERATION NUMBER 752. Current Log-Posterior: 131014 Step Size: 7862.334797 Smoothing Hyper-parameters: 0.269547 0.181882 0.055283 0.138229 0.262039 0.121916 0.204686 Expected Total MS Cnt: 34.328 ITERATION NUMBER 753. Current Log-Posterior: 83103.3 Step Size: -47910.82338 Smoothing Hyper-parameters: 0.220306 0.039231 0.223698 0.063587 0.296653 0.258248 0.249907 Expected Total MS Cnt: 34.153 ITERATION NUMBER 754. Current Log-Posterior: 143150 Step Size: 60046.99012 Smoothing Hyper-parameters: 0.032352 0.148881 0.201847 0.123853 0.168880 0.215154 0.216828 Expected Total MS Cnt: 28.7843 ITERATION NUMBER 755. Current Log-Posterior: 408659 Step Size: 265508.8501 Smoothing Hyper-parameters: 0.171938 0.185686 0.064640 0.159155 0.138222 0.236997 0.143445 Expected Total MS Cnt: 25.2526 ITERATION NUMBER 756. Current Log-Posterior: 105753 Step Size: -302905.9377 Smoothing Hyper-parameters: 0.040550 0.106289 0.087866 0.261574 0.145195 0.212237 0.127218 Expected Total MS Cnt: 37.3382 ITERATION NUMBER 757. Current Log-Posterior: 338311 Step Size: 232557.4383 Smoothing Hyper-parameters: 0.127609 0.106289 0.204882 0.222066 0.331565 0.086040 0.232418 Expected Total MS Cnt: 29.1191 ITERATION NUMBER 758. Current Log-Posterior: 132969 Step Size: -205341.6109 Smoothing Hyper-parameters: 0.183029 0.159114 0.135457 0.182049 0.199015 0.224506 0.221620 Expected Total MS Cnt: 31.1866 ITERATION NUMBER 759. Current Log-Posterior: 98443.2 Step Size: -34525.8282 Smoothing Hyper-parameters: 0.121546 0.166256 0.111443 0.279629 0.138524 0.218129 0.252777 Expected Total MS Cnt: 43.8368 ITERATION NUMBER 760. Current Log-Posterior: 130699 Step Size: 32255.45229 Smoothing Hyper-parameters: 0.343703 0.182730 0.030648 0.159918 0.102737 0.150154 0.102156 Expected Total MS Cnt: 46.6301 ITERATION NUMBER 761. Current Log-Posterior: 83193.8 Step Size: -47504.86229 Smoothing Hyper-parameters: 0.223229 0.116395 0.206096 0.163601 0.189321 0.167736 0.270604 Expected Total MS Cnt: 41.8213 ITERATION NUMBER 762. Current Log-Posterior: 91765.3 Step Size: 8571.487702 Smoothing Hyper-parameters: 0.079005 0.123450 0.262996 0.171275 0.323617 0.174203 0.221551 Expected Total MS Cnt: 36.8293 ITERATION NUMBER 763. Current Log-Posterior: 186452 Step Size: 94687.1236 Smoothing Hyper-parameters: 0.152041 0.043610 0.251688 0.301216 0.329159 0.118663 0.229176 Expected Total MS Cnt: 53.6449 ITERATION NUMBER 764. Current Log-Posterior: 157943 Step Size: -28509.1841 Smoothing Hyper-parameters: 0.078690 0.031517 0.222327 0.250176 0.257766 0.220125 0.183005 Expected Total MS Cnt: 74.5289 ITERATION NUMBER 765. Current Log-Posterior: 257483 Step Size: 99540.01639 Smoothing Hyper-parameters: 0.020406 0.110155 0.164534 0.229424 0.201004 0.057191 0.220040 Expected Total MS Cnt: 69.8385 ITERATION NUMBER 766. Current Log-Posterior: 630263 Step Size: 372780.1064 Smoothing Hyper-parameters: 0.058097 0.105524 0.193182 0.267539 0.268976 0.082010 0.189738 Expected Total MS Cnt: 68.4345 ITERATION NUMBER 767. Current Log-Posterior: 249101 Step Size: -381162.2153 Smoothing Hyper-parameters: 0.097877 0.284959 0.127688 0.245551 0.234787 0.167416 0.243232 Expected Total MS Cnt: 60.8453 ITERATION NUMBER 768. Current Log-Posterior: 145881 Step Size: -103220.4659 Smoothing Hyper-parameters: 0.028562 0.158669 0.258327 0.247390 0.202474 0.218588 0.169027 Expected Total MS Cnt: 63.5045 ITERATION NUMBER 769. Current Log-Posterior: 450285 Step Size: 304404.699 Smoothing Hyper-parameters: 0.222815 0.116308 0.118060 0.165890 0.273333 0.198258 0.216231 Expected Total MS Cnt: 59.9519 ITERATION NUMBER 770. Current Log-Posterior: 93309.9 Step Size: -356975.436 Smoothing Hyper-parameters: 0.228631 0.116774 0.311977 0.188728 0.183705 0.219072 0.195475 Expected Total MS Cnt: 72.6974 ITERATION NUMBER 771. Current Log-Posterior: 87910.8 Step Size: -5399.103923 Smoothing Hyper-parameters: 0.210888 0.082626 0.162021 0.261122 0.216627 0.241902 0.283862 Expected Total MS Cnt: 64.9527 ITERATION NUMBER 772. Current Log-Posterior: 105082 Step Size: 17171.57045 Smoothing Hyper-parameters: 0.206039 0.131921 0.211399 0.208550 0.225170 0.093778 0.117072 Expected Total MS Cnt: 54.9274 ITERATION NUMBER 773. Current Log-Posterior: 92707.4 Step Size: -12374.94784 Smoothing Hyper-parameters: 0.318131 0.227729 0.314581 0.072083 0.120003 0.137438 0.250728 Expected Total MS Cnt: 62.3281 ITERATION NUMBER 774. Current Log-Posterior: 62302 Step Size: -30405.4068 Smoothing Hyper-parameters: 0.210743 0.252771 0.233233 0.106038 0.134308 0.340655 0.132354 Expected Total MS Cnt: 59.7245 ITERATION NUMBER 775. Current Log-Posterior: 80289.4 Step Size: 17987.37501 Smoothing Hyper-parameters: 0.301304 0.270843 0.240817 0.229561 0.223402 0.107428 0.125251 Expected Total MS Cnt: 92.4266 ITERATION NUMBER 776. Current Log-Posterior: 62222.2 Step Size: -18067.19436 Smoothing Hyper-parameters: 0.105898 0.133545 0.239790 0.189846 0.260401 0.345781 0.112942 Expected Total MS Cnt: 74.0271 ITERATION NUMBER 777. Current Log-Posterior: 146355 Step Size: 84133.00644 Smoothing Hyper-parameters: 0.117358 0.217473 0.254731 0.301164 0.148006 0.362689 0.322411 Expected Total MS Cnt: 61.6791 ITERATION NUMBER 778. Current Log-Posterior: 127039 Step Size: -19315.74061 Smoothing Hyper-parameters: 0.108512 0.112692 0.336709 0.242044 0.150813 0.193050 0.119068 Expected Total MS Cnt: 75.84 ITERATION NUMBER 779. Current Log-Posterior: 145600 Step Size: 18560.11966 Smoothing Hyper-parameters: 0.066654 0.288138 0.276705 0.293953 0.225164 0.159610 0.095843 Expected Total MS Cnt: 65.852 ITERATION NUMBER 780. Current Log-Posterior: 199073 Step Size: 53473.0589 Smoothing Hyper-parameters: 0.067806 0.120668 0.386688 0.224518 0.163788 0.154204 0.125580 Expected Total MS Cnt: 55.5167 ITERATION NUMBER 781. Current Log-Posterior: 210654 Step Size: 11581.28469 Smoothing Hyper-parameters: 0.202597 0.255504 0.290339 0.092464 0.309643 0.254170 0.161204 Expected Total MS Cnt: 55.4242 ITERATION NUMBER 782. Current Log-Posterior: 82705.1 Step Size: -127948.852 Smoothing Hyper-parameters: 0.100263 0.237553 0.159198 0.243987 0.178528 0.173481 0.098811 Expected Total MS Cnt: 46.5646 ITERATION NUMBER 783. Current Log-Posterior: 143941 Step Size: 61235.65166 Smoothing Hyper-parameters: 0.078816 0.210499 0.244138 0.220181 0.192202 0.228967 0.178628 Expected Total MS Cnt: 54.0774 ITERATION NUMBER 784. Current Log-Posterior: 176579 Step Size: 32638.02498 Smoothing Hyper-parameters: 0.174968 0.168706 0.246906 0.261473 0.190017 0.167986 0.097313 Expected Total MS Cnt: 78.2874 ITERATION NUMBER 785. Current Log-Posterior: 96608.6 Step Size: -79970.16685 Smoothing Hyper-parameters: 0.126280 0.124028 0.123947 0.325266 0.199135 0.218212 0.181784 Expected Total MS Cnt: 54.9759 ITERATION NUMBER 786. Current Log-Posterior: 130234 Step Size: 33625.3683 Smoothing Hyper-parameters: 0.173683 0.100014 0.264718 0.238782 0.309936 0.140436 0.163181 Expected Total MS Cnt: 40.9749 ITERATION NUMBER 787. Current Log-Posterior: 108371 Step Size: -21862.88831 Smoothing Hyper-parameters: 0.215211 0.154911 0.172889 0.175316 0.133904 0.156464 0.203493 Expected Total MS Cnt: 42.2389 ITERATION NUMBER 788. Current Log-Posterior: 87091.9 Step Size: -21279.138 Smoothing Hyper-parameters: 0.107457 0.242440 0.210381 0.277556 0.161843 0.157102 0.188491 Expected Total MS Cnt: 44.6342 ITERATION NUMBER 789. Current Log-Posterior: 134383 Step Size: 47290.87694 Smoothing Hyper-parameters: 0.285927 0.275561 0.185709 0.209468 0.170091 0.177361 0.261038 Expected Total MS Cnt: 47.1051 ITERATION NUMBER 790. Current Log-Posterior: 63693.1 Step Size: -70689.7333 Smoothing Hyper-parameters: 0.204279 0.389588 0.277137 0.279887 0.057922 0.203394 0.207102 Expected Total MS Cnt: 48.9723 ITERATION NUMBER 791. Current Log-Posterior: 77278.8 Step Size: 13585.75829 Smoothing Hyper-parameters: 0.257215 0.212394 0.245712 0.293750 0.326044 0.158655 0.199944 Expected Total MS Cnt: 51.1322 ITERATION NUMBER 792. Current Log-Posterior: 70889.5 Step Size: -6389.293457 Smoothing Hyper-parameters: 0.207242 0.149471 0.278574 0.231922 0.300434 0.230572 0.127083 Expected Total MS Cnt: 37.8231 ITERATION NUMBER 793. Current Log-Posterior: 88386.6 Step Size: 17497.06183 Smoothing Hyper-parameters: 0.144050 0.120360 0.167050 0.228999 0.086750 0.210411 0.143496 Expected Total MS Cnt: 45.3518 ITERATION NUMBER 794. Current Log-Posterior: 120094 Step Size: 31707.52661 Smoothing Hyper-parameters: 0.275670 0.197102 0.137688 0.263917 0.208568 0.253099 0.105340 Expected Total MS Cnt: 57.3432 ITERATION NUMBER 795. Current Log-Posterior: 71486.2 Step Size: -48607.87803 Smoothing Hyper-parameters: 0.139690 0.113014 0.254995 0.276236 0.256726 0.302665 0.095153 Expected Total MS Cnt: 52.9992 ITERATION NUMBER 796. Current Log-Posterior: 121990 Step Size: 50503.8257 Smoothing Hyper-parameters: 0.216488 0.159583 0.105904 0.268928 0.184008 0.223784 0.108461 Expected Total MS Cnt: 63.7828 ITERATION NUMBER 797. Current Log-Posterior: 88852.3 Step Size: -33137.78941 Smoothing Hyper-parameters: 0.053304 0.316118 0.188243 0.128459 0.267107 0.164654 0.184199 Expected Total MS Cnt: 71.9832 ITERATION NUMBER 798. Current Log-Posterior: 244765 Step Size: 155913.0511 Smoothing Hyper-parameters: 0.073254 0.191133 0.181361 0.204443 0.184812 0.275360 0.183978 Expected Total MS Cnt: 70.1994 ITERATION NUMBER 799. Current Log-Posterior: 192341 Step Size: -52424.64053 Smoothing Hyper-parameters: 0.034272 0.126482 0.250007 0.260058 0.308937 0.107505 0.255024 Expected Total MS Cnt: 67.9575 ITERATION NUMBER 800. Current Log-Posterior: 386377 Step Size: 194036.5156 Smoothing Hyper-parameters: 0.035190 0.160312 0.377316 0.167102 0.262354 0.177244 0.195891 Expected Total MS Cnt: 62.611 ITERATION NUMBER 801. Current Log-Posterior: 372477 Step Size: -13899.91075 Smoothing Hyper-parameters: 0.119087 0.244682 0.143610 0.199541 0.291966 0.314073 0.094689 Expected Total MS Cnt: 71.6603 ITERATION NUMBER 802. Current Log-Posterior: 126327 Step Size: -246149.8758 Smoothing Hyper-parameters: 0.132436 0.232078 0.337550 0.254703 0.267875 0.232743 0.312370 Expected Total MS Cnt: 63.1185 ITERATION NUMBER 803. Current Log-Posterior: 112993 Step Size: -13334.6501 Smoothing Hyper-parameters: 0.129248 0.168028 0.194804 0.164469 0.309019 0.191957 0.199150 Expected Total MS Cnt: 62.1892 ITERATION NUMBER 804. Current Log-Posterior: 121006 Step Size: 8013.706528 Smoothing Hyper-parameters: 0.069502 0.207027 0.256170 0.187439 0.263834 0.159728 0.125641 Expected Total MS Cnt: 62.5396 ITERATION NUMBER 805. Current Log-Posterior: 199986 Step Size: 78979.66232 Smoothing Hyper-parameters: 0.106672 0.275184 0.225906 0.141534 0.166624 0.146344 0.282818 Expected Total MS Cnt: 56.1143 ITERATION NUMBER 806. Current Log-Posterior: 134310 Step Size: -65676.18792 Smoothing Hyper-parameters: 0.134064 0.202883 0.162746 0.295562 0.211226 0.244147 0.102361 Expected Total MS Cnt: 60.3551 ITERATION NUMBER 807. Current Log-Posterior: 116225 Step Size: -18085.19927 Smoothing Hyper-parameters: 0.110626 0.160772 0.247512 0.225450 0.202790 0.221560 0.094522 Expected Total MS Cnt: 91.2172 ITERATION NUMBER 808. Current Log-Posterior: 138090 Step Size: 21865.6725 Smoothing Hyper-parameters: 0.070015 0.128093 0.394086 0.253045 0.221362 0.310978 0.258738 Expected Total MS Cnt: 100.711 ITERATION NUMBER 809. Current Log-Posterior: 201910 Step Size: 63819.96394 Smoothing Hyper-parameters: 0.101986 0.238980 0.224414 0.275398 0.200579 0.145528 0.173987 Expected Total MS Cnt: 95.5767 ITERATION NUMBER 810. Current Log-Posterior: 139818 Step Size: -62092.52144 Smoothing Hyper-parameters: 0.110568 0.209088 0.211866 0.209566 0.226247 0.101892 0.172576 Expected Total MS Cnt: 87.5964 ITERATION NUMBER 811. Current Log-Posterior: 133120 Step Size: -6697.652853 Smoothing Hyper-parameters: 0.099257 0.137143 0.179779 0.309583 0.252001 0.143463 0.139113 Expected Total MS Cnt: 109.136 ITERATION NUMBER 812. Current Log-Posterior: 153961 Step Size: 20840.3523 Smoothing Hyper-parameters: 0.148356 0.174475 0.174038 0.207856 0.310398 0.183797 0.157908 Expected Total MS Cnt: 98.764 ITERATION NUMBER 813. Current Log-Posterior: 110457 Step Size: -43503.61756 Smoothing Hyper-parameters: 0.196551 0.165361 0.318754 0.171147 0.282338 0.196519 0.128708 Expected Total MS Cnt: 107.713 ITERATION NUMBER 814. Current Log-Posterior: 88406.1 Step Size: -22050.82092 Smoothing Hyper-parameters: 0.238752 0.280477 0.223609 0.267134 0.181435 0.149397 0.207214 Expected Total MS Cnt: 113.834 ITERATION NUMBER 815. Current Log-Posterior: 71570.4 Step Size: -16835.71308 Smoothing Hyper-parameters: 0.364132 0.185502 0.156739 0.330637 0.332301 0.258831 0.197070 Expected Total MS Cnt: 123.903 ITERATION NUMBER 816. Current Log-Posterior: 60321.7 Step Size: -11248.74955 Smoothing Hyper-parameters: 0.261229 0.193209 0.332526 0.381325 0.259567 0.162515 0.190419 Expected Total MS Cnt: 120.358 ITERATION NUMBER 817. Current Log-Posterior: 70486 Step Size: 10164.36052 Smoothing Hyper-parameters: 0.185210 0.218554 0.221833 0.278907 0.308490 0.211654 0.237889 Expected Total MS Cnt: 126.166 ITERATION NUMBER 818. Current Log-Posterior: 89372.7 Step Size: 18886.6504 Smoothing Hyper-parameters: 0.233297 0.185609 0.187442 0.372604 0.305655 0.254880 0.188603 Expected Total MS Cnt: 115.477 ITERATION NUMBER 819. Current Log-Posterior: 78178.6 Step Size: -11194.10864 Smoothing Hyper-parameters: 0.265731 0.217320 0.242289 0.300026 0.262196 0.201480 0.167975 Expected Total MS Cnt: 114.231 ITERATION NUMBER 820. Current Log-Posterior: 69549.2 Step Size: -8629.314939 Smoothing Hyper-parameters: 0.163302 0.243544 0.343802 0.225143 0.264204 0.239399 0.245564 Expected Total MS Cnt: 125.552 ITERATION NUMBER 821. Current Log-Posterior: 95191.5 Step Size: 25642.22726 Smoothing Hyper-parameters: 0.298985 0.232302 0.261924 0.252960 0.141462 0.226348 0.157812 Expected Total MS Cnt: 106.788 ITERATION NUMBER 822. Current Log-Posterior: 63459.9 Step Size: -31731.59807 Smoothing Hyper-parameters: 0.175776 0.135072 0.262494 0.271780 0.234250 0.249670 0.172934 Expected Total MS Cnt: 97.8088 ITERATION NUMBER 823. Current Log-Posterior: 101245 Step Size: 37785.51841 Smoothing Hyper-parameters: 0.156226 0.234338 0.216044 0.275624 0.226815 0.147533 0.244341 Expected Total MS Cnt: 94.5767 ITERATION NUMBER 824. Current Log-Posterior: 99474 Step Size: -1771.419847 Smoothing Hyper-parameters: 0.259701 0.214944 0.289733 0.118533 0.239528 0.246349 0.223026 Expected Total MS Cnt: 91.0641 ITERATION NUMBER 825. Current Log-Posterior: 71587.7 Step Size: -27886.23827 Smoothing Hyper-parameters: 0.152754 0.211139 0.306288 0.294928 0.361052 0.252055 0.067287 Expected Total MS Cnt: 93.7845 ITERATION NUMBER 826. Current Log-Posterior: 101609 Step Size: 30021.65455 Smoothing Hyper-parameters: 0.189575 0.188023 0.203293 0.107969 0.265417 0.190577 0.107157 Expected Total MS Cnt: 89.4581 ITERATION NUMBER 827. Current Log-Posterior: 91202.8 Step Size: -10406.61571 Smoothing Hyper-parameters: 0.273679 0.217394 0.128635 0.295122 0.236528 0.232810 0.118694 Expected Total MS Cnt: 145.535 ITERATION NUMBER 828. Current Log-Posterior: 70929.5 Step Size: -20273.31626 Smoothing Hyper-parameters: 0.297737 0.289999 0.169015 0.202074 0.236794 0.215521 0.215790 Expected Total MS Cnt: 127.898 ITERATION NUMBER 829. Current Log-Posterior: 62817.5 Step Size: -8112.006242 Smoothing Hyper-parameters: 0.271326 0.194066 0.292549 0.372125 0.324214 0.229749 0.239722 Expected Total MS Cnt: 117.748 ITERATION NUMBER 830. Current Log-Posterior: 69827.7 Step Size: 7010.221028 Smoothing Hyper-parameters: 0.120876 0.372990 0.265464 0.290952 0.333886 0.204095 0.141492 Expected Total MS Cnt: 107.53 ITERATION NUMBER 831. Current Log-Posterior: 116748 Step Size: 46920.69136 Smoothing Hyper-parameters: 0.224745 0.311114 0.274185 0.316880 0.234565 0.175441 0.261124 Expected Total MS Cnt: 109.196 ITERATION NUMBER 832. Current Log-Posterior: 72657.4 Step Size: -44090.93706 Smoothing Hyper-parameters: 0.151840 0.208630 0.227205 0.309890 0.387824 0.231238 0.343904 Expected Total MS Cnt: 100.438 ITERATION NUMBER 833. Current Log-Posterior: 103497 Step Size: 30839.43595 Smoothing Hyper-parameters: 0.126448 0.259866 0.210284 0.315095 0.258463 0.186171 0.216767 Expected Total MS Cnt: 98.7288 ITERATION NUMBER 834. Current Log-Posterior: 115677 Step Size: 12179.68757 Smoothing Hyper-parameters: 0.088360 0.236334 0.203027 0.293078 0.352127 0.172229 0.189442 Expected Total MS Cnt: 106.559 ITERATION NUMBER 835. Current Log-Posterior: 159689 Step Size: 44012.43575 Smoothing Hyper-parameters: 0.055396 0.257805 0.162729 0.176620 0.197018 0.299023 0.289359 Expected Total MS Cnt: 82.259 ITERATION NUMBER 836. Current Log-Posterior: 243141 Step Size: 83452.46304 Smoothing Hyper-parameters: 0.165992 0.120273 0.213540 0.244201 0.279842 0.150275 0.257339 Expected Total MS Cnt: 74.8249 ITERATION NUMBER 837. Current Log-Posterior: 107819 Step Size: -135322.5119 Smoothing Hyper-parameters: 0.196873 0.166322 0.265990 0.396712 0.248444 0.250177 0.206935 Expected Total MS Cnt: 92.0218 ITERATION NUMBER 838. Current Log-Posterior: 88251.1 Step Size: -19567.85188 Smoothing Hyper-parameters: 0.193562 0.161188 0.243034 0.299222 0.387037 0.180983 0.063052 Expected Total MS Cnt: 107.01 ITERATION NUMBER 839. Current Log-Posterior: 90378.5 Step Size: 2127.453618 Smoothing Hyper-parameters: 0.108030 0.177119 0.311417 0.263200 0.094573 0.122930 0.203645 Expected Total MS Cnt: 100.888 ITERATION NUMBER 840. Current Log-Posterior: 136796 Step Size: 46417.14021 Smoothing Hyper-parameters: 0.107297 0.162963 0.234531 0.288513 0.225734 0.230858 0.374316 Expected Total MS Cnt: 104.877 ITERATION NUMBER 841. Current Log-Posterior: 142467 Step Size: 5671.427566 Smoothing Hyper-parameters: 0.188501 0.221803 0.279686 0.288513 0.119577 0.163381 0.275108 Expected Total MS Cnt: 104.05 ITERATION NUMBER 842. Current Log-Posterior: 86880.8 Step Size: -55586.28956 Smoothing Hyper-parameters: 0.136140 0.159894 0.198009 0.342525 0.182881 0.338494 0.198406 Expected Total MS Cnt: 98.9852 ITERATION NUMBER 843. Current Log-Posterior: 117410 Step Size: 30529.43621 Smoothing Hyper-parameters: 0.261974 0.091497 0.206847 0.226799 0.240669 0.089786 0.376777 Expected Total MS Cnt: 113.988 ITERATION NUMBER 844. Current Log-Posterior: 88718.7 Step Size: -28691.55949 Smoothing Hyper-parameters: 0.171198 0.204248 0.224485 0.392173 0.234992 0.125185 0.103742 Expected Total MS Cnt: 116.153 ITERATION NUMBER 845. Current Log-Posterior: 95409.9 Step Size: 6691.162979 Smoothing Hyper-parameters: 0.165808 0.215974 0.288804 0.274493 0.323867 0.212036 0.121941 Expected Total MS Cnt: 124.391 ITERATION NUMBER 846. Current Log-Posterior: 95517.4 Step Size: 107.4911989 Smoothing Hyper-parameters: 0.106238 0.349650 0.227103 0.329201 0.257046 0.184956 0.130449 Expected Total MS Cnt: 134.818 ITERATION NUMBER 847. Current Log-Posterior: 131003 Step Size: 35485.33756 Smoothing Hyper-parameters: 0.130436 0.358977 0.296339 0.147234 0.130868 0.186963 0.281873 Expected Total MS Cnt: 131.245 ITERATION NUMBER 848. Current Log-Posterior: 108645 Step Size: -22357.42622 Smoothing Hyper-parameters: 0.114750 0.353170 0.264181 0.320794 0.160061 0.175266 0.162464 Expected Total MS Cnt: 151.337 ITERATION NUMBER 849. Current Log-Posterior: 121675 Step Size: 13029.79205 Smoothing Hyper-parameters: 0.139072 0.397686 0.280365 0.214394 0.332225 0.122526 0.172621 Expected Total MS Cnt: 156.074 ITERATION NUMBER 850. Current Log-Posterior: 104100 Step Size: -17575.18069 Smoothing Hyper-parameters: 0.230964 0.284348 0.255247 0.345316 0.304909 0.327854 0.127209 Expected Total MS Cnt: 175.613 ITERATION NUMBER 851. Current Log-Posterior: 72279.1 Step Size: -31820.80126 Smoothing Hyper-parameters: 0.189739 0.227938 0.223269 0.345158 0.244188 0.180232 0.188723 Expected Total MS Cnt: 171.6 ITERATION NUMBER 852. Current Log-Posterior: 86552 Step Size: 14272.97419 Smoothing Hyper-parameters: 0.074320 0.250271 0.242208 0.372112 0.294868 0.270148 0.200522 Expected Total MS Cnt: 225.134 ITERATION NUMBER 853. Current Log-Posterior: 183058 Step Size: 96506.29961 Smoothing Hyper-parameters: 0.040220 0.360682 0.353175 0.386303 0.373842 0.273875 0.212184 Expected Total MS Cnt: 169.873 ITERATION NUMBER 854. Current Log-Posterior: 314152 Step Size: 131093.916 Smoothing Hyper-parameters: 0.122111 0.261981 0.159173 0.277833 0.288053 0.204504 0.242813 Expected Total MS Cnt: 184.139 ITERATION NUMBER 855. Current Log-Posterior: 120209 Step Size: -193943.2697 Smoothing Hyper-parameters: 0.133786 0.162848 0.350131 0.245200 0.298876 0.309235 0.077203 Expected Total MS Cnt: 183.734 ITERATION NUMBER 856. Current Log-Posterior: 117551 Step Size: -2658.220717 Smoothing Hyper-parameters: 0.085710 0.245818 0.298666 0.387081 0.284407 0.167329 0.276562 Expected Total MS Cnt: 180.418 ITERATION NUMBER 857. Current Log-Posterior: 159825 Step Size: 42274.36911 Smoothing Hyper-parameters: 0.161530 0.234391 0.243424 0.266331 0.228677 0.175744 0.255293 Expected Total MS Cnt: 174.549 ITERATION NUMBER 858. Current Log-Posterior: 96757.9 Step Size: -63067.26635 Smoothing Hyper-parameters: 0.140861 0.342632 0.278266 0.253226 0.235419 0.294021 0.274155 Expected Total MS Cnt: 174.33 ITERATION NUMBER 859. Current Log-Posterior: 104288 Step Size: 7529.954974 Smoothing Hyper-parameters: 0.215699 0.293431 0.370945 0.480522 0.352005 0.305935 0.061779 Expected Total MS Cnt: 165.125 ITERATION NUMBER 860. Current Log-Posterior: 75383 Step Size: -28904.84626 Smoothing Hyper-parameters: 0.154455 0.274825 0.397522 0.206641 0.273649 0.225097 0.316496 Expected Total MS Cnt: 195.68 ITERATION NUMBER 861. Current Log-Posterior: 97200.2 Step Size: 21817.22602 Smoothing Hyper-parameters: 0.163145 0.359095 0.312423 0.304537 0.271784 0.110530 0.277296 Expected Total MS Cnt: 191.902 ITERATION NUMBER 862. Current Log-Posterior: 90942.8 Step Size: -6257.438887 Smoothing Hyper-parameters: 0.124459 0.228576 0.360230 0.269818 0.217698 0.252998 0.198633 Expected Total MS Cnt: 189.489 ITERATION NUMBER 863. Current Log-Posterior: 117314 Step Size: 26371.22375 Smoothing Hyper-parameters: 0.157113 0.280546 0.261007 0.345779 0.250555 0.217788 0.259806 Expected Total MS Cnt: 217.765 ITERATION NUMBER 864. Current Log-Posterior: 97415 Step Size: -19899.01309 Smoothing Hyper-parameters: 0.169751 0.159554 0.326570 0.281317 0.281903 0.205262 0.049028 Expected Total MS Cnt: 218.911 ITERATION NUMBER 865. Current Log-Posterior: 98913.6 Step Size: 1498.613416 Smoothing Hyper-parameters: 0.102743 0.238899 0.371913 0.322077 0.252336 0.168656 0.203204 Expected Total MS Cnt: 217.594 ITERATION NUMBER 866. Current Log-Posterior: 136841 Step Size: 37927.00668 Smoothing Hyper-parameters: 0.092018 0.257426 0.308646 0.373891 0.211382 0.173646 0.075387 Expected Total MS Cnt: 206.592 ITERATION NUMBER 867. Current Log-Posterior: 150188 Step Size: 13347.72094 Smoothing Hyper-parameters: 0.158276 0.156301 0.334808 0.393169 0.291032 0.299507 0.278908 Expected Total MS Cnt: 202.616 ITERATION NUMBER 868. Current Log-Posterior: 104139 Step Size: -46049.6934 Smoothing Hyper-parameters: 0.145289 0.316394 0.388788 0.364750 0.328725 0.211592 0.121742 Expected Total MS Cnt: 195.226 ITERATION NUMBER 869. Current Log-Posterior: 99693.5 Step Size: -4445.170592 Smoothing Hyper-parameters: 0.133986 0.303889 0.289284 0.373789 0.342916 0.183871 0.251867 Expected Total MS Cnt: 190.381 ITERATION NUMBER 870. Current Log-Posterior: 109279 Step Size: 9585.256704 Smoothing Hyper-parameters: 0.235348 0.305500 0.368685 0.301264 0.334720 0.188463 0.245295 Expected Total MS Cnt: 192.339 ITERATION NUMBER 871. Current Log-Posterior: 69968.2 Step Size: -39310.46788 Smoothing Hyper-parameters: 0.217409 0.250314 0.352613 0.326379 0.362334 0.286003 0.193987 Expected Total MS Cnt: 172.732 ITERATION NUMBER 872. Current Log-Posterior: 76604.9 Step Size: 6636.65732 Smoothing Hyper-parameters: 0.189540 0.294823 0.407071 0.297556 0.279752 0.266275 0.264993 Expected Total MS Cnt: 187.555 ITERATION NUMBER 873. Current Log-Posterior: 82007.9 Step Size: 5403.019677 Smoothing Hyper-parameters: 0.142839 0.221649 0.437322 0.218487 0.265578 0.211010 0.166799 Expected Total MS Cnt: 226.832 ITERATION NUMBER 874. Current Log-Posterior: 105582 Step Size: 23574.37805 Smoothing Hyper-parameters: 0.066381 0.308348 0.367960 0.380127 0.214053 0.157670 0.254654 Expected Total MS Cnt: 233.371 ITERATION NUMBER 875. Current Log-Posterior: 198466 Step Size: 92883.83013 Smoothing Hyper-parameters: 0.140815 0.142484 0.331231 0.326073 0.328805 0.259301 0.239699 Expected Total MS Cnt: 190.485 ITERATION NUMBER 876. Current Log-Posterior: 115859 Step Size: -82606.66118 Smoothing Hyper-parameters: 0.175271 0.184285 0.343129 0.306856 0.345467 0.119432 0.263556 Expected Total MS Cnt: 152.754 ITERATION NUMBER 877. Current Log-Posterior: 93229.7 Step Size: -22629.77441 Smoothing Hyper-parameters: 0.177489 0.180856 0.275032 0.263952 0.409119 0.261686 0.286917 Expected Total MS Cnt: 136.179 ITERATION NUMBER 878. Current Log-Posterior: 93392.1 Step Size: 162.4436603 Smoothing Hyper-parameters: 0.061160 0.165238 0.273864 0.285415 0.304566 0.157191 0.199439 Expected Total MS Cnt: 170.702 ITERATION NUMBER 879. Current Log-Posterior: 219936 Step Size: 126543.7766 Smoothing Hyper-parameters: 0.132787 0.150295 0.392323 0.289134 0.235048 0.259017 0.272464 Expected Total MS Cnt: 149.359 ITERATION NUMBER 880. Current Log-Posterior: 118725 Step Size: -101210.4818 Smoothing Hyper-parameters: 0.069938 0.162828 0.303273 0.308652 0.167096 0.248043 0.244203 Expected Total MS Cnt: 134.717 ITERATION NUMBER 881. Current Log-Posterior: 197857 Step Size: 79131.43047 Smoothing Hyper-parameters: 0.090532 0.210696 0.222682 0.322800 0.273479 0.223508 0.237871 Expected Total MS Cnt: 125.394 ITERATION NUMBER 882. Current Log-Posterior: 155799 Step Size: -42057.77952 Smoothing Hyper-parameters: 0.129223 0.185390 0.205201 0.194115 0.351177 0.295955 0.206128 Expected Total MS Cnt: 121.023 ITERATION NUMBER 883. Current Log-Posterior: 120337 Step Size: -35462.22332 Smoothing Hyper-parameters: 0.177877 0.156440 0.277308 0.294079 0.205716 0.134300 0.200320 Expected Total MS Cnt: 93.8765 ITERATION NUMBER 884. Current Log-Posterior: 96140.4 Step Size: -24196.46794 Smoothing Hyper-parameters: 0.192084 0.156822 0.080723 0.168364 0.345812 0.221045 0.123680 Expected Total MS Cnt: 110.191 ITERATION NUMBER 885. Current Log-Posterior: 97736.5 Step Size: 1596.057589 Smoothing Hyper-parameters: 0.124867 0.111969 0.275658 0.237335 0.192857 0.283775 0.152108 Expected Total MS Cnt: 92.3995 ITERATION NUMBER 886. Current Log-Posterior: 131497 Step Size: 33760.4868 Smoothing Hyper-parameters: 0.088387 0.036152 0.304768 0.269855 0.197242 0.215769 0.244621 Expected Total MS Cnt: 100.761 ITERATION NUMBER 887. Current Log-Posterior: 230945 Step Size: 99448.08677 Smoothing Hyper-parameters: 0.142436 0.307973 0.148153 0.304489 0.327024 0.241273 0.189142 Expected Total MS Cnt: 105.165 ITERATION NUMBER 888. Current Log-Posterior: 104881 Step Size: -126064.4831 Smoothing Hyper-parameters: 0.165342 0.112302 0.229866 0.291730 0.400912 0.254910 0.210474 Expected Total MS Cnt: 121.315 ITERATION NUMBER 889. Current Log-Posterior: 109572 Step Size: 4691.438854 Smoothing Hyper-parameters: 0.254975 0.116741 0.215474 0.298300 0.377566 0.182147 0.191994 Expected Total MS Cnt: 113.548 ITERATION NUMBER 890. Current Log-Posterior: 83370.5 Step Size: -26201.4922 Smoothing Hyper-parameters: 0.124899 0.213839 0.220746 0.216591 0.185366 0.303272 0.138760 Expected Total MS Cnt: 135.863 ITERATION NUMBER 891. Current Log-Posterior: 119905 Step Size: 36534.29869 Smoothing Hyper-parameters: 0.087122 0.350237 0.238917 0.386198 0.309369 0.252499 0.308782 Expected Total MS Cnt: 100.455 ITERATION NUMBER 892. Current Log-Posterior: 155798 Step Size: 35893.34001 Smoothing Hyper-parameters: 0.083782 0.203471 0.281917 0.310323 0.304456 0.190750 0.263068 Expected Total MS Cnt: 113.217 ITERATION NUMBER 893. Current Log-Posterior: 166714 Step Size: 10915.72843 Smoothing Hyper-parameters: 0.061796 0.150033 0.280774 0.254384 0.345673 0.328568 0.260287 Expected Total MS Cnt: 102.912 ITERATION NUMBER 894. Current Log-Posterior: 222488 Step Size: 55773.93101 Smoothing Hyper-parameters: 0.148659 0.028721 0.237684 0.332854 0.211633 0.141188 0.195290 Expected Total MS Cnt: 91.2778 ITERATION NUMBER 895. Current Log-Posterior: 195738 Step Size: -26749.6283 Smoothing Hyper-parameters: 0.043566 0.121699 0.288176 0.226628 0.251245 0.308208 0.226018 Expected Total MS Cnt: 117.231 ITERATION NUMBER 896. Current Log-Posterior: 311411 Step Size: 115672.4019 Smoothing Hyper-parameters: 0.061902 0.107001 0.262680 0.300722 0.304927 0.147017 0.214154 Expected Total MS Cnt: 110.439 ITERATION NUMBER 897. Current Log-Posterior: 228969 Step Size: -82441.84777 Smoothing Hyper-parameters: 0.224892 0.041133 0.270289 0.352398 0.310799 0.368189 0.176780 Expected Total MS Cnt: 109.945 ITERATION NUMBER 898. Current Log-Posterior: 137039 Step Size: -91929.77738 Smoothing Hyper-parameters: 0.276777 0.097597 0.208148 0.245005 0.210943 0.184962 0.155036 Expected Total MS Cnt: 120.277 ITERATION NUMBER 899. Current Log-Posterior: 84443.9 Step Size: -52595.02766 Smoothing Hyper-parameters: 0.140393 0.125244 0.218915 0.309112 0.264640 0.284549 0.124393 Expected Total MS Cnt: 136.884 ITERATION NUMBER 900. Current Log-Posterior: 118603 Step Size: 34159.27681 Smoothing Hyper-parameters: 0.085970 0.183685 0.174887 0.286440 0.274692 0.208857 0.172296 Expected Total MS Cnt: 141.955 ITERATION NUMBER 901. Current Log-Posterior: 165143 Step Size: 46540.08603 Smoothing Hyper-parameters: 0.133239 0.085858 0.223370 0.346605 0.277560 0.293532 0.215225 Expected Total MS Cnt: 120.911 ITERATION NUMBER 902. Current Log-Posterior: 134736 Step Size: -30406.81313 Smoothing Hyper-parameters: 0.077299 0.155250 0.220436 0.264731 0.205682 0.254213 0.168116 Expected Total MS Cnt: 109.414 ITERATION NUMBER 903. Current Log-Posterior: 183867 Step Size: 49130.74762 Smoothing Hyper-parameters: 0.165375 0.183676 0.245751 0.317703 0.324747 0.241842 0.167788 Expected Total MS Cnt: 101.452 ITERATION NUMBER 904. Current Log-Posterior: 99305.5 Step Size: -84561.72581 Smoothing Hyper-parameters: 0.123213 0.173673 0.273461 0.357000 0.254144 0.315446 0.222600 Expected Total MS Cnt: 127.738 ITERATION NUMBER 905. Current Log-Posterior: 124630 Step Size: 25324.98268 Smoothing Hyper-parameters: 0.151097 0.158818 0.325610 0.248838 0.258354 0.200869 0.244148 Expected Total MS Cnt: 147.99 ITERATION NUMBER 906. Current Log-Posterior: 107964 Step Size: -16666.90712 Smoothing Hyper-parameters: 0.149333 0.150941 0.238817 0.269022 0.292222 0.193878 0.256569 Expected Total MS Cnt: 139.971 ITERATION NUMBER 907. Current Log-Posterior: 109467 Step Size: 1503.219915 Smoothing Hyper-parameters: 0.242726 0.121878 0.284822 0.414518 0.366023 0.183823 0.265500 Expected Total MS Cnt: 137.212 ITERATION NUMBER 908. Current Log-Posterior: 83914.3 Step Size: -25552.43846 Smoothing Hyper-parameters: 0.198799 0.245911 0.241743 0.264485 0.344550 0.275119 0.157886 Expected Total MS Cnt: 140.986 ITERATION NUMBER 909. Current Log-Posterior: 83856 Step Size: -58.36440136 Smoothing Hyper-parameters: 0.123643 0.319072 0.253362 0.373942 0.299148 0.294138 0.330494 Expected Total MS Cnt: 133.608 ITERATION NUMBER 910. Current Log-Posterior: 115830 Step Size: 31973.84081 Smoothing Hyper-parameters: 0.263470 0.320972 0.326086 0.246131 0.285397 0.110298 0.290433 Expected Total MS Cnt: 129.267 ITERATION NUMBER 911. Current Log-Posterior: 64285.2 Step Size: -51544.60231 Smoothing Hyper-parameters: 0.310690 0.276452 0.309195 0.370248 0.273961 0.301282 0.187118 Expected Total MS Cnt: 104.399 ITERATION NUMBER 912. Current Log-Posterior: 58729.2 Step Size: -5556.036938 Smoothing Hyper-parameters: 0.203841 0.143620 0.197915 0.291440 0.251318 0.264963 0.187880 Expected Total MS Cnt: 118.719 ITERATION NUMBER 913. Current Log-Posterior: 89818.2 Step Size: 31089.04671 Smoothing Hyper-parameters: 0.272546 0.133316 0.311675 0.318544 0.271056 0.188710 0.173360 Expected Total MS Cnt: 120.672 ITERATION NUMBER 914. Current Log-Posterior: 75213.5 Step Size: -14604.72283 Smoothing Hyper-parameters: 0.176403 0.290107 0.261564 0.350492 0.348189 0.232960 0.159454 Expected Total MS Cnt: 118.357 ITERATION NUMBER 915. Current Log-Posterior: 87388.4 Step Size: 12174.87659 Smoothing Hyper-parameters: 0.240114 0.194481 0.235619 0.252599 0.371438 0.234684 0.091562 Expected Total MS Cnt: 120.188 ITERATION NUMBER 916. Current Log-Posterior: 76006.2 Step Size: -11382.15991 Smoothing Hyper-parameters: 0.136579 0.231147 0.255325 0.238776 0.363295 0.255592 0.108097 Expected Total MS Cnt: 126.243 ITERATION NUMBER 917. Current Log-Posterior: 110716 Step Size: 34710.19323 Smoothing Hyper-parameters: 0.216392 0.211576 0.321700 0.264599 0.339031 0.344929 0.258635 Expected Total MS Cnt: 130.009 ITERATION NUMBER 918. Current Log-Posterior: 80008.9 Step Size: -30707.50092 Smoothing Hyper-parameters: 0.259810 0.252724 0.261485 0.355936 0.287358 0.212201 0.369816 Expected Total MS Cnt: 135.867 ITERATION NUMBER 919. Current Log-Posterior: 68118.8 Step Size: -11890.08476 Smoothing Hyper-parameters: 0.219794 0.359050 0.234830 0.369747 0.276574 0.138355 0.213099 Expected Total MS Cnt: 162.809 ITERATION NUMBER 920. Current Log-Posterior: 72874.2 Step Size: 4755.332796 Smoothing Hyper-parameters: 0.225197 0.255532 0.303342 0.213930 0.246002 0.255191 0.210028 Expected Total MS Cnt: 142.581 ITERATION NUMBER 921. Current Log-Posterior: 74824.4 Step Size: 1950.266165 Smoothing Hyper-parameters: 0.097974 0.365918 0.285716 0.326140 0.349666 0.265802 0.248706 Expected Total MS Cnt: 139.369 ITERATION NUMBER 922. Current Log-Posterior: 138678 Step Size: 63853.24389 Smoothing Hyper-parameters: 0.362473 0.224643 0.283745 0.293343 0.247376 0.302525 0.149724 Expected Total MS Cnt: 131.888 ITERATION NUMBER 923. Current Log-Posterior: 56101.5 Step Size: -82576.15752 Smoothing Hyper-parameters: 0.438020 0.272007 0.215624 0.241784 0.283553 0.331249 0.147341 Expected Total MS Cnt: 129.618 ITERATION NUMBER 924. Current Log-Posterior: 48806.9 Step Size: -7294.604413 Smoothing Hyper-parameters: 0.305752 0.337920 0.244450 0.189362 0.436140 0.200840 0.242412 Expected Total MS Cnt: 147.924 ITERATION NUMBER 925. Current Log-Posterior: 58808.5 Step Size: 10001.60939 Smoothing Hyper-parameters: 0.168762 0.209319 0.228070 0.326779 0.369704 0.147373 0.174927 Expected Total MS Cnt: 126.041 ITERATION NUMBER 926. Current Log-Posterior: 94663.3 Step Size: 35854.82587 Smoothing Hyper-parameters: 0.255068 0.187100 0.246805 0.260112 0.141856 0.141154 0.232142 Expected Total MS Cnt: 119.709 ITERATION NUMBER 927. Current Log-Posterior: 74105.6 Step Size: -20557.74939 Smoothing Hyper-parameters: 0.211453 0.351606 0.290738 0.337324 0.270837 0.217652 0.235793 Expected Total MS Cnt: 118.746 ITERATION NUMBER 928. Current Log-Posterior: 74955.5 Step Size: 849.8794267 Smoothing Hyper-parameters: 0.234851 0.280361 0.250890 0.409099 0.276662 0.299718 0.284321 Expected Total MS Cnt: 148.026 ITERATION NUMBER 929. Current Log-Posterior: 71819.4 Step Size: -3136.099235 Smoothing Hyper-parameters: 0.249284 0.245779 0.298364 0.311284 0.299375 0.318513 0.149053 Expected Total MS Cnt: 148.062 ITERATION NUMBER 930. Current Log-Posterior: 70423.1 Step Size: -1396.248883 Smoothing Hyper-parameters: 0.141793 0.219092 0.326152 0.431757 0.449113 0.286932 0.243438 Expected Total MS Cnt: 136.985 ITERATION NUMBER 931. Current Log-Posterior: 107120 Step Size: 36696.67853 Smoothing Hyper-parameters: 0.242112 0.157454 0.397463 0.286856 0.283066 0.284816 0.179201 Expected Total MS Cnt: 195.737 ITERATION NUMBER 932. Current Log-Posterior: 78419.5 Step Size: -28700.30225 Smoothing Hyper-parameters: 0.346048 0.291179 0.224516 0.295049 0.348334 0.168216 0.408490 Expected Total MS Cnt: 150.249 ITERATION NUMBER 933. Current Log-Posterior: 55842.4 Step Size: -22577.10985 Smoothing Hyper-parameters: 0.163693 0.388745 0.384149 0.249107 0.301133 0.281462 0.290870 Expected Total MS Cnt: 133.496 ITERATION NUMBER 934. Current Log-Posterior: 88918.7 Step Size: 33076.31495 Smoothing Hyper-parameters: 0.176797 0.321325 0.383412 0.267168 0.295977 0.158547 0.222827 Expected Total MS Cnt: 130.198 ITERATION NUMBER 935. Current Log-Posterior: 86894.8 Step Size: -2023.856567 Smoothing Hyper-parameters: 0.219527 0.098923 0.375673 0.192753 0.304292 0.291497 0.168668 Expected Total MS Cnt: 136.141 ITERATION NUMBER 936. Current Log-Posterior: 93875.3 Step Size: 6980.446794 Smoothing Hyper-parameters: 0.068650 0.260456 0.374420 0.239028 0.354894 0.235682 0.156182 Expected Total MS Cnt: 119.105 ITERATION NUMBER 937. Current Log-Posterior: 193935 Step Size: 100059.4661 Smoothing Hyper-parameters: 0.089281 0.254999 0.294509 0.257124 0.223899 0.191811 0.253325 Expected Total MS Cnt: 131.016 ITERATION NUMBER 938. Current Log-Posterior: 155353 Step Size: -38581.60527 Smoothing Hyper-parameters: 0.276065 0.321723 0.296222 0.216357 0.242060 0.113734 0.273653 Expected Total MS Cnt: 163.582 ITERATION NUMBER 939. Current Log-Posterior: 62673.6 Step Size: -92679.58382 Smoothing Hyper-parameters: 0.206450 0.307723 0.375363 0.277400 0.251167 0.195773 0.087345 Expected Total MS Cnt: 152.517 ITERATION NUMBER 940. Current Log-Posterior: 76356.6 Step Size: 13683.03789 Smoothing Hyper-parameters: 0.258032 0.212913 0.285467 0.325428 0.263416 0.239858 0.137592 Expected Total MS Cnt: 173.489 ITERATION NUMBER 941. Current Log-Posterior: 71078.7 Step Size: -5277.93795 Smoothing Hyper-parameters: 0.192911 0.207988 0.269980 0.323632 0.330777 0.216789 0.259705 Expected Total MS Cnt: 163.377 ITERATION NUMBER 942. Current Log-Posterior: 86495.4 Step Size: 15416.69992 Smoothing Hyper-parameters: 0.419494 0.214021 0.255430 0.315831 0.368337 0.312653 0.167124 Expected Total MS Cnt: 130.207 ITERATION NUMBER 943. Current Log-Posterior: 52011.2 Step Size: -34484.1964 Smoothing Hyper-parameters: 0.147343 0.265594 0.309475 0.342402 0.365627 0.258895 0.212487 Expected Total MS Cnt: 134.834 ITERATION NUMBER 944. Current Log-Posterior: 101356 Step Size: 49344.54596 Smoothing Hyper-parameters: 0.257934 0.159976 0.294604 0.287213 0.232100 0.402944 0.127549 Expected Total MS Cnt: 153.031 ITERATION NUMBER 945. Current Log-Posterior: 74522.1 Step Size: -26833.64163 Smoothing Hyper-parameters: 0.097166 0.190320 0.229571 0.315404 0.276952 0.244231 0.154399 Expected Total MS Cnt: 132.305 ITERATION NUMBER 946. Current Log-Posterior: 151203 Step Size: 76680.97732 Smoothing Hyper-parameters: 0.132685 0.233541 0.314407 0.334031 0.301122 0.255677 0.134623 Expected Total MS Cnt: 145.778 ITERATION NUMBER 947. Current Log-Posterior: 112736 Step Size: -38467.02553 Smoothing Hyper-parameters: 0.162364 0.293158 0.295180 0.303510 0.190456 0.165701 0.205905 Expected Total MS Cnt: 127.337 ITERATION NUMBER 948. Current Log-Posterior: 93229.4 Step Size: -19506.58507 Smoothing Hyper-parameters: 0.064656 0.302947 0.140658 0.269224 0.241684 0.238627 0.222596 Expected Total MS Cnt: 138.782 ITERATION NUMBER 949. Current Log-Posterior: 207099 Step Size: 113870.0071 Smoothing Hyper-parameters: 0.183080 0.264245 0.232712 0.232517 0.295111 0.216057 0.231241 Expected Total MS Cnt: 158.097 ITERATION NUMBER 950. Current Log-Posterior: 87506 Step Size: -119593.4669 Smoothing Hyper-parameters: 0.102174 0.210898 0.271715 0.329200 0.285341 0.280156 0.140950 Expected Total MS Cnt: 148.874 ITERATION NUMBER 951. Current Log-Posterior: 140156 Step Size: 52649.76071 Smoothing Hyper-parameters: 0.050081 0.297275 0.426390 0.310074 0.280044 0.184372 0.185014 Expected Total MS Cnt: 122.705 ITERATION NUMBER 952. Current Log-Posterior: 258761 Step Size: 118605.1588 Smoothing Hyper-parameters: 0.133882 0.203790 0.221683 0.259135 0.290312 0.072247 0.194060 Expected Total MS Cnt: 127.968 ITERATION NUMBER 953. Current Log-Posterior: 114254 Step Size: -144507.2205 Smoothing Hyper-parameters: 0.167544 0.358897 0.338659 0.294481 0.299180 0.233204 0.258473 Expected Total MS Cnt: 145.25 ITERATION NUMBER 954. Current Log-Posterior: 88562.8 Step Size: -25690.86011 Smoothing Hyper-parameters: 0.131528 0.404786 0.285671 0.253927 0.214867 0.229549 0.264411 Expected Total MS Cnt: 148.124 ITERATION NUMBER 955. Current Log-Posterior: 108276 Step Size: 19712.69316 Smoothing Hyper-parameters: 0.214752 0.204743 0.312339 0.332772 0.325817 0.284119 0.171786 Expected Total MS Cnt: 142.096 ITERATION NUMBER 956. Current Log-Posterior: 81093.8 Step Size: -27181.7406 Smoothing Hyper-parameters: 0.231305 0.217522 0.146084 0.339772 0.198418 0.176930 0.159593 Expected Total MS Cnt: 133.698 ITERATION NUMBER 957. Current Log-Posterior: 78217.5 Step Size: -2876.312573 Smoothing Hyper-parameters: 0.215536 0.297380 0.270006 0.272605 0.243145 0.179537 0.057767 Expected Total MS Cnt: 134.598 ITERATION NUMBER 958. Current Log-Posterior: 76062.9 Step Size: -2154.549661 Smoothing Hyper-parameters: 0.082895 0.273526 0.328388 0.326386 0.310833 0.199067 0.171839 Expected Total MS Cnt: 113.969 ITERATION NUMBER 959. Current Log-Posterior: 163442 Step Size: 87378.59982 Smoothing Hyper-parameters: 0.176043 0.211432 0.211578 0.352254 0.303314 0.167943 0.216277 Expected Total MS Cnt: 111.52 ITERATION NUMBER 960. Current Log-Posterior: 93039.1 Step Size: -70402.45997 Smoothing Hyper-parameters: 0.137095 0.228246 0.281352 0.273357 0.218169 0.192079 0.166320 Expected Total MS Cnt: 132.902 ITERATION NUMBER 961. Current Log-Posterior: 111852 Step Size: 18813.08073 Smoothing Hyper-parameters: 0.178409 0.193022 0.340471 0.284704 0.297481 0.135075 0.256524 Expected Total MS Cnt: 134.319 ITERATION NUMBER 962. Current Log-Posterior: 91264.9 Step Size: -20587.28222 Smoothing Hyper-parameters: 0.181099 0.352896 0.242423 0.273831 0.141669 0.145916 0.125969 Expected Total MS Cnt: 135.382 ITERATION NUMBER 963. Current Log-Posterior: 85700.8 Step Size: -5564.076818 Smoothing Hyper-parameters: 0.109266 0.185303 0.344171 0.272091 0.242155 0.172186 0.054119 Expected Total MS Cnt: 109.048 ITERATION NUMBER 964. Current Log-Posterior: 133731 Step Size: 48030.43992 Smoothing Hyper-parameters: 0.113862 0.247701 0.144984 0.288174 0.205074 0.182120 0.158254 Expected Total MS Cnt: 138.663 ITERATION NUMBER 965. Current Log-Posterior: 131395 Step Size: -2336.27202 Smoothing Hyper-parameters: 0.051927 0.213995 0.384728 0.349551 0.198124 0.171243 0.263704 Expected Total MS Cnt: 119.262 ITERATION NUMBER 966. Current Log-Posterior: 254304 Step Size: 122909.0837 Smoothing Hyper-parameters: 0.153328 0.326941 0.184374 0.356107 0.241286 0.121512 0.218556 Expected Total MS Cnt: 100.33 ITERATION NUMBER 967. Current Log-Posterior: 97965.8 Step Size: -156338.2618 Smoothing Hyper-parameters: 0.241924 0.110609 0.301978 0.235579 0.295567 0.229400 0.192835 Expected Total MS Cnt: 97.5523 ITERATION NUMBER 968. Current Log-Posterior: 85527.3 Step Size: -12438.45292 Smoothing Hyper-parameters: 0.219260 0.201886 0.276657 0.181676 0.346915 0.256473 0.080907 Expected Total MS Cnt: 100.286 ITERATION NUMBER 969. Current Log-Posterior: 80071.7 Step Size: -5455.562327 Smoothing Hyper-parameters: 0.252645 0.285489 0.219172 0.208421 0.226374 0.188725 0.192316 Expected Total MS Cnt: 143.361 ITERATION NUMBER 970. Current Log-Posterior: 68990.2 Step Size: -11081.49897 Smoothing Hyper-parameters: 0.294072 0.179016 0.336477 0.306414 0.237106 0.217461 0.119395 Expected Total MS Cnt: 143.889 ITERATION NUMBER 971. Current Log-Posterior: 66995.4 Step Size: -1994.836778 Smoothing Hyper-parameters: 0.214516 0.292705 0.288824 0.329245 0.186820 0.226095 0.187792 Expected Total MS Cnt: 111.274 ITERATION NUMBER 972. Current Log-Posterior: 76508.4 Step Size: 9512.989069 Smoothing Hyper-parameters: 0.046042 0.187651 0.280188 0.271906 0.261595 0.201759 0.230736 Expected Total MS Cnt: 110.906 ITERATION NUMBER 973. Current Log-Posterior: 293673 Step Size: 217164.4534 Smoothing Hyper-parameters: 0.086194 0.147938 0.258055 0.303146 0.196992 0.148074 0.195128 Expected Total MS Cnt: 122.024 ITERATION NUMBER 974. Current Log-Posterior: 170759 Step Size: -122914.235 Smoothing Hyper-parameters: 0.133697 0.190275 0.179009 0.312964 0.229040 0.248704 0.171362 Expected Total MS Cnt: 134.174 ITERATION NUMBER 975. Current Log-Posterior: 116581 Step Size: -54177.88214 Smoothing Hyper-parameters: 0.223714 0.087581 0.223186 0.233667 0.298420 0.297515 0.242737 Expected Total MS Cnt: 142.31 ITERATION NUMBER 976. Current Log-Posterior: 98636.2 Step Size: -17944.56765 Smoothing Hyper-parameters: 0.077896 0.194340 0.283887 0.257679 0.243219 0.108855 0.164583 Expected Total MS Cnt: 120.695 ITERATION NUMBER 977. Current Log-Posterior: 177499 Step Size: 78863.24706 Smoothing Hyper-parameters: 0.092910 0.190193 0.311750 0.282184 0.248158 0.140144 0.266332 Expected Total MS Cnt: 121.336 ITERATION NUMBER 978. Current Log-Posterior: 154680 Step Size: -22819.23186 Smoothing Hyper-parameters: 0.114624 0.127779 0.323015 0.268261 0.224585 0.191237 0.171059 Expected Total MS Cnt: 124.616 ITERATION NUMBER 979. Current Log-Posterior: 138048 Step Size: -16632.25131 Smoothing Hyper-parameters: 0.197355 0.161114 0.264697 0.142254 0.230752 0.182966 0.322411 Expected Total MS Cnt: 105.612 ITERATION NUMBER 980. Current Log-Posterior: 90802.5 Step Size: -47245.4773 Smoothing Hyper-parameters: 0.042123 0.260568 0.392454 0.264282 0.258839 0.164176 0.205294 Expected Total MS Cnt: 106.434 ITERATION NUMBER 981. Current Log-Posterior: 303869 Step Size: 213066.0516 Smoothing Hyper-parameters: 0.117855 0.163481 0.182122 0.268901 0.236936 0.168561 0.187887 Expected Total MS Cnt: 82.6436 ITERATION NUMBER 982. Current Log-Posterior: 131733 Step Size: -172135.8689 Smoothing Hyper-parameters: 0.144522 0.108931 0.176278 0.211263 0.231096 0.190976 0.304346 Expected Total MS Cnt: 81.4471 ITERATION NUMBER 983. Current Log-Posterior: 121879 Step Size: -9853.86608 Smoothing Hyper-parameters: 0.101575 0.080057 0.217172 0.303285 0.329712 0.209590 0.072775 Expected Total MS Cnt: 72.11 ITERATION NUMBER 984. Current Log-Posterior: 165706 Step Size: 43827.12876 Smoothing Hyper-parameters: 0.228536 0.251438 0.084025 0.154329 0.173043 0.203600 0.346631 Expected Total MS Cnt: 94.1975 ITERATION NUMBER 985. Current Log-Posterior: 81214 Step Size: -84491.95184 Smoothing Hyper-parameters: 0.173043 0.181750 0.223982 0.283954 0.224539 0.320606 0.177165 Expected Total MS Cnt: 78.0913 ITERATION NUMBER 986. Current Log-Posterior: 95026.8 Step Size: 13812.89596 Smoothing Hyper-parameters: 0.159337 0.227236 0.177851 0.129171 0.286264 0.214693 0.236002 Expected Total MS Cnt: 104.987 ITERATION NUMBER 987. Current Log-Posterior: 100396 Step Size: 5368.946554 Smoothing Hyper-parameters: 0.155563 0.192037 0.275916 0.178050 0.244835 0.260536 0.125575 Expected Total MS Cnt: 98.8942 ITERATION NUMBER 988. Current Log-Posterior: 103669 Step Size: 3273.023694 Smoothing Hyper-parameters: 0.102800 0.217873 0.219308 0.247691 0.278091 0.135202 0.281897 Expected Total MS Cnt: 103.343 ITERATION NUMBER 989. Current Log-Posterior: 140327 Step Size: 36658.36195 Smoothing Hyper-parameters: 0.167751 0.186117 0.206387 0.293023 0.230144 0.212810 0.098611 Expected Total MS Cnt: 83.3966 ITERATION NUMBER 990. Current Log-Posterior: 97723 Step Size: -42604.13286 Smoothing Hyper-parameters: 0.244959 0.226034 0.147766 0.215848 0.189024 0.199673 0.246708 Expected Total MS Cnt: 79.2022 ITERATION NUMBER 991. Current Log-Posterior: 74680.6 Step Size: -23042.41571 Smoothing Hyper-parameters: 0.116938 0.241086 0.172109 0.218724 0.234317 0.306742 0.263406 Expected Total MS Cnt: 89.1499 ITERATION NUMBER 992. Current Log-Posterior: 127294 Step Size: 52613.66504 Smoothing Hyper-parameters: 0.139290 0.251147 0.289390 0.192227 0.167078 0.244140 0.227290 Expected Total MS Cnt: 76.8936 ITERATION NUMBER 993. Current Log-Posterior: 108352 Step Size: -18942.25758 Smoothing Hyper-parameters: 0.203560 0.172498 0.254625 0.182425 0.235780 0.092215 0.171016 Expected Total MS Cnt: 75.6426 ITERATION NUMBER 994. Current Log-Posterior: 86742.6 Step Size: -21609.46776 Smoothing Hyper-parameters: 0.122675 0.171983 0.260406 0.272925 0.317703 0.126931 0.308180 Expected Total MS Cnt: 90.7877 ITERATION NUMBER 995. Current Log-Posterior: 124502 Step Size: 37759.58542 Smoothing Hyper-parameters: 0.186299 0.236070 0.245972 0.248277 0.164319 0.227210 0.233853 Expected Total MS Cnt: 94.0779 ITERATION NUMBER 996. Current Log-Posterior: 87506.3 Step Size: -36995.84981 Smoothing Hyper-parameters: 0.128513 0.132941 0.275389 0.255991 0.061350 0.200477 0.054489 Expected Total MS Cnt: 81.4 ITERATION NUMBER 997. Current Log-Posterior: 125007 Step Size: 37500.29205 Smoothing Hyper-parameters: 0.069758 0.258033 0.228213 0.199165 0.309164 0.183667 0.135772 Expected Total MS Cnt: 65.4077 ITERATION NUMBER 998. Current Log-Posterior: 192219 Step Size: 67212.89199 Smoothing Hyper-parameters: 0.104053 0.188507 0.087515 0.229455 0.148273 0.194608 0.208356 Expected Total MS Cnt: 56.2383 ITERATION NUMBER 999. Current Log-Posterior: 146546 Step Size: -45673.04137 Smoothing Hyper-parameters: 0.078395 0.188114 0.262608 0.202416 0.170327 0.288574 0.175125 Expected Total MS Cnt: 63.3675 ITERATION NUMBER 1000. Current Log-Posterior: 178088 Step Size: 31541.95293 Smoothing Hyper-parameters: 0.058473 0.084258 0.231514 0.223403 0.367070 0.160978 0.336120 Expected Total MS Cnt: 64.6173 > movie(mcmc.sample)