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_.05FitS0.060914a.log echo "Using starting src of:" >> do_emc2c1_HlfSquishICSPionBremss539.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060914a.log head src.txt >> do_emc2c1_HlfSquishICSPionBremss539.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060914a.log echo "Using PSF of:" >> do_emc2c1_HlfSquishICSPionBremss539.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060914a.log head psf.txt >> do_emc2c1_HlfSquishICSPionBremss539.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060914a.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_.05FitS0.060914a.log ## ##### Wrapper functions for C functions ## dyn.load( "bayes-image-analysis-060818.1.so" ) img <<- function(){ .C("bayes_image_analysis", map=double(1)) } run <- function(){ img() mcmc.sample <<- array(scan("output.txt"), c(128, 128,)) mcmc.mean <<- apply(mcmc.sample, c(1,2), mean) mcmc.lgmean <<- apply(log(mcmc.sample), c(1,2), mean) image(mcmc.lgmean, main = " Posterior Mean, Log Scale") } movie <- function(x = mcmc.sample){ m <- length(x[1,1,]) k <- 0 for(i in 1:m){ image(log(x[,,i]), main="logscale movie") for(j in 1:100000) k<- k+1 } } # Now just type: run() movie(mcmc.sample) n EOF cp output.txt do_emc2c1_HlfSquishICSPionBremss539.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060914a.output.txt ### mv dump.txt do_emc2c1_HlfSquishICSPionBremss539.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060914a.dump.txt ### cp Rplots.ps do_emc2c1_HlfSquishICSPionBremss539.0.060912_on_Pois539.X.060612.it1000.ms100gamttlcnt_1_.05FitS0.060914a.plotmean.ps Using starting src of: 1. Using PSF of: 1 R : Copyright 2006, The R Foundation for Statistical Computing Version 2.3.1 (2006-06-01) ISBN 3-900051-07-0 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. Natural language support but running in an English locale R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > ## > ##### Wrapper functions for C functions > ## > dyn.load( "bayes-image-analysis-060818.1.so" ) > > img <<- function(){ + .C("bayes_image_analysis", + map=double(1)) + } > > run <- function(){ + img() + mcmc.sample <<- array(scan("output.txt"), c(128, 128,)) + mcmc.mean <<- apply(mcmc.sample, c(1,2), mean) + mcmc.lgmean <<- apply(log(mcmc.sample), c(1,2), mean) + image(mcmc.lgmean, main = " Posterior Mean, Log Scale") + } > > movie <- function(x = mcmc.sample){ + m <- length(x[1,1,]) + k <- 0 + for(i in 1:m){ + image(log(x[,,i]), main="logscale movie") + for(j in 1:100000) k<- k+1 + } + } > > # Now just type: > run() Code will run in posterior sampling mode. A scale parameter will be fit to the bkg model. The total number of Gibbs draws is 1000, every 10th draws will be saved. The model will be fit using the Multi Scale Prior. The data matrix is 128 by 128. The data file should contain a 2^7 by 2^7 matrix of counts. Starting Values for the smoothing parameter (alpha): Aggregation Level: 0, alpha: 3 (Full Data) Aggregation Level: 1, alpha: 4 Aggregation Level: 2, alpha: 5 Aggregation Level: 3, alpha: 6 Aggregation Level: 4, alpha: 7 Aggregation Level: 5, alpha: 8 Aggregation Level: 6, alpha: 10 (In the 2x2 table) The prior distribution on the total count from the multiscape component is Gamma(1.000000, 0.050000). The hyper-prior smoothing parameter (kappa 2) is 1000. ITERATION NUMBER 1. Current Log-Posterior: -72124.7 Smoothing Hyper-parameters: 0.478005 0.495812 0.424977 0.274672 0.202342 0.141277 0.134468 Expected Total MS Cnt: 3034.61 Backgound Scale: 0.822047. ITERATION NUMBER 2. Current Log-Posterior: 37975.5 Step Size: 110100.2196 Smoothing Hyper-parameters: 0.392448 0.441128 0.406751 0.305880 0.187040 0.122750 0.050639 Expected Total MS Cnt: 2474.94 Backgound Scale: 0.85375. ITERATION NUMBER 3. Current Log-Posterior: 45667.6 Step Size: 7692.118859 Smoothing Hyper-parameters: 0.309953 0.390092 0.380611 0.314484 0.181169 0.139750 0.150078 Expected Total MS Cnt: 2116.46 Backgound Scale: 0.89183. ITERATION NUMBER 4. Current Log-Posterior: 55165.6 Step Size: 9497.970244 Smoothing Hyper-parameters: 0.219945 0.367290 0.347874 0.261305 0.245069 0.082260 0.121254 Expected Total MS Cnt: 1794.02 Backgound Scale: 0.919358. ITERATION NUMBER 5. Current Log-Posterior: 71476.4 Step Size: 16310.74886 Smoothing Hyper-parameters: 0.266072 0.332194 0.353570 0.275756 0.196333 0.171626 0.113769 Expected Total MS Cnt: 1515.58 Backgound Scale: 0.947939. ITERATION NUMBER 6. Current Log-Posterior: 63314.5 Step Size: -8161.905017 Smoothing Hyper-parameters: 0.189597 0.297007 0.334959 0.312082 0.198137 0.101419 0.169360 Expected Total MS Cnt: 1330.02 Backgound Scale: 0.962108. ITERATION NUMBER 7. Current Log-Posterior: 82447 Step Size: 19132.52958 Smoothing Hyper-parameters: 0.191067 0.250852 0.285483 0.252713 0.189682 0.084992 0.067368 Expected Total MS Cnt: 1164.29 Backgound Scale: 0.970629. ITERATION NUMBER 8. Current Log-Posterior: 84005.4 Step Size: 1558.371843 Smoothing Hyper-parameters: 0.128368 0.309137 0.316627 0.248185 0.190775 0.154517 0.053998 Expected Total MS Cnt: 1035.18 Backgound Scale: 0.972946. ITERATION NUMBER 9. Current Log-Posterior: 112367 Step Size: 28361.27956 Smoothing Hyper-parameters: 0.153285 0.289804 0.306435 0.251374 0.221812 0.095514 0.094436 Expected Total MS Cnt: 931.987 Backgound Scale: 0.981157. ITERATION NUMBER 10. Current Log-Posterior: 97551.3 Step Size: -14815.3867 Smoothing Hyper-parameters: 0.168753 0.232470 0.291300 0.271251 0.184885 0.150538 0.076821 Expected Total MS Cnt: 793.051 Backgound Scale: 0.99351. ITERATION NUMBER 11. Current Log-Posterior: 93225.5 Step Size: -4325.721159 Smoothing Hyper-parameters: 0.119204 0.265648 0.278148 0.236225 0.141455 0.109554 0.125526 Expected Total MS Cnt: 788.267 Backgound Scale: 1.00943. ITERATION NUMBER 12. Current Log-Posterior: 120799 Step Size: 27573.65038 Smoothing Hyper-parameters: 0.162647 0.227580 0.223580 0.276195 0.234403 0.133243 0.141085 Expected Total MS Cnt: 742.536 Backgound Scale: 1.0062. ITERATION NUMBER 13. Current Log-Posterior: 97478.2 Step Size: -23320.95237 Smoothing Hyper-parameters: 0.195065 0.214792 0.203029 0.274218 0.203949 0.143350 0.042388 Expected Total MS Cnt: 658.395 Backgound Scale: 1.01625. ITERATION NUMBER 14. Current Log-Posterior: 85603.1 Step Size: -11875.15317 Smoothing Hyper-parameters: 0.105514 0.219753 0.235686 0.206765 0.114157 0.185211 0.071362 Expected Total MS Cnt: 551.118 Backgound Scale: 1.01138. ITERATION NUMBER 15. Current Log-Posterior: 137484 Step Size: 51880.74562 Smoothing Hyper-parameters: 0.137817 0.204525 0.212585 0.229267 0.199531 0.168656 0.131420 Expected Total MS Cnt: 515.564 Backgound Scale: 1.01424. ITERATION NUMBER 16. Current Log-Posterior: 111610 Step Size: -25874.20135 Smoothing Hyper-parameters: 0.080194 0.201010 0.217578 0.247497 0.136234 0.113636 0.065247 Expected Total MS Cnt: 462.303 Backgound Scale: 1.02455. ITERATION NUMBER 17. Current Log-Posterior: 172860 Step Size: 61250.74653 Smoothing Hyper-parameters: 0.138871 0.162559 0.178890 0.214392 0.173229 0.175912 0.062428 Expected Total MS Cnt: 451.448 Backgound Scale: 1.03573. ITERATION NUMBER 18. Current Log-Posterior: 116554 Step Size: -56306.17087 Smoothing Hyper-parameters: 0.110534 0.153316 0.212882 0.188959 0.218661 0.141318 0.114773 Expected Total MS Cnt: 397.489 Backgound Scale: 1.04014. ITERATION NUMBER 19. Current Log-Posterior: 139240 Step Size: 22685.35451 Smoothing Hyper-parameters: 0.137117 0.093155 0.181354 0.223911 0.190985 0.129082 0.094414 Expected Total MS Cnt: 389.392 Backgound Scale: 1.04095. ITERATION NUMBER 20. Current Log-Posterior: 131539 Step Size: -7700.949959 Smoothing Hyper-parameters: 0.112628 0.166791 0.151125 0.211313 0.193170 0.138534 0.102061 Expected Total MS Cnt: 360.694 Backgound Scale: 1.03566. ITERATION NUMBER 21. Current Log-Posterior: 135223 Step Size: 3684.208173 Smoothing Hyper-parameters: 0.122012 0.170158 0.150529 0.185732 0.200394 0.116874 0.124148 Expected Total MS Cnt: 344.544 Backgound Scale: 1.05081. ITERATION NUMBER 22. Current Log-Posterior: 126986 Step Size: -8237.025638 Smoothing Hyper-parameters: 0.074045 0.170894 0.192927 0.171758 0.206827 0.112406 0.122320 Expected Total MS Cnt: 323.514 Backgound Scale: 1.04979. ITERATION NUMBER 23. Current Log-Posterior: 190547 Step Size: 63561.28485 Smoothing Hyper-parameters: 0.059656 0.140153 0.172764 0.220670 0.191225 0.142720 0.166422 Expected Total MS Cnt: 262.181 Backgound Scale: 1.04914. ITERATION NUMBER 24. Current Log-Posterior: 238693 Step Size: 48146.29093 Smoothing Hyper-parameters: 0.052819 0.136204 0.161359 0.182673 0.195543 0.127826 0.089872 Expected Total MS Cnt: 312.429 Backgound Scale: 1.03526. ITERATION NUMBER 25. Current Log-Posterior: 257174 Step Size: 18480.20892 Smoothing Hyper-parameters: 0.095737 0.097389 0.161259 0.193518 0.152748 0.122556 0.107835 Expected Total MS Cnt: 287.981 Backgound Scale: 1.05036. ITERATION NUMBER 26. Current Log-Posterior: 166800 Step Size: -90373.58085 Smoothing Hyper-parameters: 0.032730 0.162237 0.181871 0.155816 0.182496 0.073525 0.088213 Expected Total MS Cnt: 288.072 Backgound Scale: 1.03113. ITERATION NUMBER 27. Current Log-Posterior: 394583 Step Size: 227783.0166 Smoothing Hyper-parameters: 0.114640 0.116070 0.141342 0.190823 0.195673 0.138976 0.074570 Expected Total MS Cnt: 238.785 Backgound Scale: 1.06236. ITERATION NUMBER 28. Current Log-Posterior: 142657 Step Size: -251926.4142 Smoothing Hyper-parameters: 0.101569 0.158441 0.142300 0.183801 0.193030 0.119099 0.046767 Expected Total MS Cnt: 254.934 Backgound Scale: 1.05521. ITERATION NUMBER 29. Current Log-Posterior: 146887 Step Size: 4230.749107 Smoothing Hyper-parameters: 0.079169 0.135344 0.123703 0.139973 0.166631 0.131272 0.081549 Expected Total MS Cnt: 207.59 Backgound Scale: 1.0589. ITERATION NUMBER 30. Current Log-Posterior: 187902 Step Size: 41014.87538 Smoothing Hyper-parameters: 0.019622 0.080770 0.128482 0.158511 0.207707 0.117396 0.098961 Expected Total MS Cnt: 181.252 Backgound Scale: 1.04686. ITERATION NUMBER 31. Current Log-Posterior: 658212 Step Size: 470309.3318 Smoothing Hyper-parameters: 0.042784 0.058643 0.080111 0.135073 0.113003 0.168321 0.132906 Expected Total MS Cnt: 172.026 Backgound Scale: 1.03619. ITERATION NUMBER 32. Current Log-Posterior: 349989 Step Size: -308222.875 Smoothing Hyper-parameters: 0.079808 0.074030 0.053503 0.152749 0.186757 0.116927 0.110896 Expected Total MS Cnt: 147.583 Backgound Scale: 1.05245. ITERATION NUMBER 33. Current Log-Posterior: 211209 Step Size: -138780.1185 Smoothing Hyper-parameters: 0.014729 0.056665 0.146172 0.126358 0.135977 0.118873 0.090489 Expected Total MS Cnt: 129.71 Backgound Scale: 1.05567. ITERATION NUMBER 34. Current Log-Posterior: 902361 Step Size: 691152.8891 Smoothing Hyper-parameters: 0.025895 0.108766 0.057426 0.142953 0.174783 0.154601 0.103705 Expected Total MS Cnt: 124.862 Backgound Scale: 1.07829. ITERATION NUMBER 35. Current Log-Posterior: 504181 Step Size: -398180.827 Smoothing Hyper-parameters: 0.029823 0.140232 0.092384 0.137658 0.170254 0.178695 0.111217 Expected Total MS Cnt: 123.871 Backgound Scale: 1.07445. ITERATION NUMBER 36. Current Log-Posterior: 447803 Step Size: -56377.9284 Smoothing Hyper-parameters: 0.076326 0.132071 0.085652 0.144233 0.148233 0.154007 0.074252 Expected Total MS Cnt: 131.203 Backgound Scale: 1.04829. ITERATION NUMBER 37. Current Log-Posterior: 195375 Step Size: -252427.6269 Smoothing Hyper-parameters: 0.074511 0.146952 0.094004 0.097343 0.154161 0.106829 0.152110 Expected Total MS Cnt: 115.904 Backgound Scale: 1.04895. ITERATION NUMBER 38. Current Log-Posterior: 197822 Step Size: 2447.157169 Smoothing Hyper-parameters: 0.122825 0.050460 0.091221 0.093020 0.140209 0.111017 0.108577 Expected Total MS Cnt: 111.544 Backgound Scale: 1.0706. ITERATION NUMBER 39. Current Log-Posterior: 175261 Step Size: -22561.41934 Smoothing Hyper-parameters: 0.067571 0.037503 0.118732 0.147304 0.171790 0.103909 0.065040 Expected Total MS Cnt: 99.6317 Backgound Scale: 1.0663. ITERATION NUMBER 40. Current Log-Posterior: 272063 Step Size: 96802.15221 Smoothing Hyper-parameters: 0.052290 0.037524 0.134039 0.086121 0.107866 0.144568 0.086055 Expected Total MS Cnt: 70.3723 Backgound Scale: 1.06496. ITERATION NUMBER 41. Current Log-Posterior: 325390 Step Size: 53327.33887 Smoothing Hyper-parameters: 0.065737 0.070711 0.117683 0.071304 0.130807 0.130367 0.115892 Expected Total MS Cnt: 73.0381 Backgound Scale: 1.0476. ITERATION NUMBER 42. Current Log-Posterior: 238048 Step Size: -87342.52544 Smoothing Hyper-parameters: 0.038224 0.122273 0.051870 0.111770 0.123547 0.077303 0.074267 Expected Total MS Cnt: 101.177 Backgound Scale: 1.08033. ITERATION NUMBER 43. Current Log-Posterior: 357905 Step Size: 119857.6882 Smoothing Hyper-parameters: 0.034748 0.067615 0.074917 0.119606 0.090899 0.121747 0.138656 Expected Total MS Cnt: 85.9225 Backgound Scale: 1.07293. ITERATION NUMBER 44. Current Log-Posterior: 408273 Step Size: 50367.49621 Smoothing Hyper-parameters: 0.003665 0.108655 0.089319 0.078439 0.101001 0.138641 0.122139 Expected Total MS Cnt: 70.2611 Backgound Scale: 1.07423. ITERATION NUMBER 45. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.035743 0.059382 0.117289 0.059524 0.087271 0.096293 0.109618 Expected Total MS Cnt: 51.5646 Backgound Scale: 1.07417. ITERATION NUMBER 46. Current Log-Posterior: 401758 Step Size: -inf Smoothing Hyper-parameters: 0.069652 0.099590 0.071023 0.158270 0.112196 0.121100 0.087926 Expected Total MS Cnt: 60.925 Backgound Scale: 1.08035. ITERATION NUMBER 47. Current Log-Posterior: 220927 Step Size: -180830.545 Smoothing Hyper-parameters: 0.058255 0.072956 0.073542 0.050601 0.128500 0.119638 0.142510 Expected Total MS Cnt: 41.2061 Backgound Scale: 1.0646. ITERATION NUMBER 48. Current Log-Posterior: 269891 Step Size: 48963.71461 Smoothing Hyper-parameters: 0.062636 0.086068 0.086537 0.104810 0.090895 0.141999 0.066525 Expected Total MS Cnt: 51.1898 Backgound Scale: 1.07723. ITERATION NUMBER 49. Current Log-Posterior: 241808 Step Size: -28082.83471 Smoothing Hyper-parameters: 0.100591 0.045945 0.034438 0.157442 0.098241 0.134303 0.112984 Expected Total MS Cnt: 52.5993 Backgound Scale: 1.0606. ITERATION NUMBER 50. Current Log-Posterior: 215579 Step Size: -26229.1865 Smoothing Hyper-parameters: 0.111221 0.086515 0.050824 0.082812 0.156161 0.090072 0.078748 Expected Total MS Cnt: 61.6403 Backgound Scale: 1.0808. ITERATION NUMBER 51. Current Log-Posterior: 166114 Step Size: -49465.0023 Smoothing Hyper-parameters: 0.032932 0.108771 0.102206 0.087538 0.171374 0.110755 0.133142 Expected Total MS Cnt: 68.8696 Backgound Scale: 1.07214. ITERATION NUMBER 52. Current Log-Posterior: 410653 Step Size: 244539.0028 Smoothing Hyper-parameters: 0.095108 0.099854 0.033287 0.099221 0.155709 0.132566 0.095630 Expected Total MS Cnt: 53.7718 Backgound Scale: 1.04626. ITERATION NUMBER 53. Current Log-Posterior: 189723 Step Size: -220929.9389 Smoothing Hyper-parameters: 0.084562 0.062199 0.044178 0.117325 0.113240 0.103636 0.072129 Expected Total MS Cnt: 53.1611 Backgound Scale: 1.08323. ITERATION NUMBER 54. Current Log-Posterior: 215354 Step Size: 25630.51546 Smoothing Hyper-parameters: 0.056418 0.072047 0.068480 0.085694 0.113556 0.122291 0.089667 Expected Total MS Cnt: 38.7552 Backgound Scale: 1.06475. ITERATION NUMBER 55. Current Log-Posterior: 272651 Step Size: 57296.98887 Smoothing Hyper-parameters: 0.061085 0.065611 0.059014 0.076062 0.113556 0.078962 0.117313 Expected Total MS Cnt: 31.8418 Backgound Scale: 1.07735. ITERATION NUMBER 56. Current Log-Posterior: 263735 Step Size: -8915.303583 Smoothing Hyper-parameters: 0.060162 0.046257 0.063733 0.074281 0.101076 0.099204 0.138210 Expected Total MS Cnt: 26.1378 Backgound Scale: 1.05999. ITERATION NUMBER 57. Current Log-Posterior: 284399 Step Size: 20663.3259 Smoothing Hyper-parameters: 0.077057 0.021508 0.096162 0.119329 0.080557 0.106002 0.126490 Expected Total MS Cnt: 34.3707 Backgound Scale: 1.05445. ITERATION NUMBER 58. Current Log-Posterior: 316491 Step Size: 32092.37904 Smoothing Hyper-parameters: 0.155664 0.042974 0.061134 0.121188 0.034197 0.123817 0.080092 Expected Total MS Cnt: 21.778 Backgound Scale: 1.06109. ITERATION NUMBER 59. Current Log-Posterior: 168571 Step Size: -147919.8559 Smoothing Hyper-parameters: 0.051542 0.116348 0.092147 0.093216 0.171686 0.103720 0.082355 Expected Total MS Cnt: 27.0781 Backgound Scale: 1.07521. ITERATION NUMBER 60. Current Log-Posterior: 276945 Step Size: 108373.4355 Smoothing Hyper-parameters: 0.043201 0.077954 0.066691 0.060965 0.078365 0.127493 0.073223 Expected Total MS Cnt: 36.7928 Backgound Scale: 1.06166. ITERATION NUMBER 61. Current Log-Posterior: 339790 Step Size: 62845.81373 Smoothing Hyper-parameters: 0.102592 0.057329 0.050538 0.056098 0.092905 0.113842 0.069984 Expected Total MS Cnt: 23.346 Backgound Scale: 1.07793. ITERATION NUMBER 62. Current Log-Posterior: 193127 Step Size: -146663.3865 Smoothing Hyper-parameters: 0.107488 0.125392 0.117558 0.055172 0.094619 0.106027 0.070207 Expected Total MS Cnt: 20.7386 Backgound Scale: 1.07767. ITERATION NUMBER 63. Current Log-Posterior: 151173 Step Size: -41954.19534 Smoothing Hyper-parameters: 0.073862 0.106845 0.044611 0.159945 0.063252 0.100622 0.106120 Expected Total MS Cnt: 15.9916 Backgound Scale: 1.0599. ITERATION NUMBER 64. Current Log-Posterior: 212245 Step Size: 61072.07148 Smoothing Hyper-parameters: 0.121659 0.079152 0.062956 0.052834 0.102447 0.025107 0.089945 Expected Total MS Cnt: 16.3785 Backgound Scale: 1.06401. ITERATION NUMBER 65. Current Log-Posterior: 157307 Step Size: -54938.01371 Smoothing Hyper-parameters: 0.078223 0.091765 0.104540 0.165481 0.038703 0.100108 0.051856 Expected Total MS Cnt: 29.5212 Backgound Scale: 1.05996. ITERATION NUMBER 66. Current Log-Posterior: 200836 Step Size: 43528.99907 Smoothing Hyper-parameters: 0.038133 0.067100 0.029038 0.068774 0.069791 0.071436 0.063844 Expected Total MS Cnt: 23.5549 Backgound Scale: 1.07801. ITERATION NUMBER 67. Current Log-Posterior: 396074 Step Size: 195237.9059 Smoothing Hyper-parameters: 0.080035 0.055293 0.046333 0.096219 0.129213 0.049005 0.068387 Expected Total MS Cnt: 24.1335 Backgound Scale: 1.05708. ITERATION NUMBER 68. Current Log-Posterior: 225505 Step Size: -170568.5573 Smoothing Hyper-parameters: 0.007137 0.100258 0.103094 0.115210 0.049978 0.095199 0.110802 Expected Total MS Cnt: 19.2764 Backgound Scale: 1.05878. ITERATION NUMBER 69. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.069542 0.027816 0.077567 0.034150 0.084823 0.060563 0.098238 Expected Total MS Cnt: 24.197 Backgound Scale: 1.06776. ITERATION NUMBER 70. Current Log-Posterior: 302597 Step Size: -inf Smoothing Hyper-parameters: 0.093168 0.045786 0.099969 0.073816 0.132150 0.104196 0.143194 Expected Total MS Cnt: 20.3438 Backgound Scale: 1.06434. ITERATION NUMBER 71. Current Log-Posterior: 207754 Step Size: -94843.49946 Smoothing Hyper-parameters: 0.062548 0.043233 0.022738 0.019828 0.084478 0.098056 0.020024 Expected Total MS Cnt: 22.8334 Backgound Scale: 1.07599. ITERATION NUMBER 72. Current Log-Posterior: 308349 Step Size: 100595.7711 Smoothing Hyper-parameters: 0.013134 0.106115 0.080235 0.074322 0.146162 0.112536 0.130674 Expected Total MS Cnt: 13.9336 Backgound Scale: 1.07343. ITERATION NUMBER 73. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.089699 0.070438 0.088162 0.079142 0.073464 0.117324 0.120878 Expected Total MS Cnt: 21.4454 Backgound Scale: 1.07034. ITERATION NUMBER 74. Current Log-Posterior: 192767 Step Size: -inf Smoothing Hyper-parameters: 0.099453 0.077021 0.089967 0.038544 0.119809 0.087315 0.086038 Expected Total MS Cnt: 9.72303 Backgound Scale: 1.06932. ITERATION NUMBER 75. Current Log-Posterior: 178778 Step Size: -13988.57806 Smoothing Hyper-parameters: 0.090070 0.181197 0.095529 0.041185 0.056663 0.054264 0.182021 Expected Total MS Cnt: 8.83155 Backgound Scale: 1.07428. ITERATION NUMBER 76. Current Log-Posterior: 168335 Step Size: -10443.64731 Smoothing Hyper-parameters: 0.098489 0.053816 0.065713 0.138647 0.021665 0.089530 0.061617 Expected Total MS Cnt: 8.97792 Backgound Scale: 1.05151. ITERATION NUMBER 77. Current Log-Posterior: 196138 Step Size: 27802.91191 Smoothing Hyper-parameters: 0.095407 0.078545 0.120028 0.039025 0.098355 0.068805 0.093830 Expected Total MS Cnt: 11.0214 Backgound Scale: 1.06584. ITERATION NUMBER 78. Current Log-Posterior: 180648 Step Size: -15490.13601 Smoothing Hyper-parameters: 0.055533 0.038927 0.106829 0.137714 0.067259 0.083937 0.091394 Expected Total MS Cnt: 11.7927 Backgound Scale: 1.08078. ITERATION NUMBER 79. Current Log-Posterior: 309551 Step Size: 128903.5681 Smoothing Hyper-parameters: 0.052964 0.074317 0.146610 0.130919 0.124536 0.068642 0.052449 Expected Total MS Cnt: 15.3396 Backgound Scale: 1.08337. ITERATION NUMBER 80. Current Log-Posterior: 277335 Step Size: -32216.23067 Smoothing Hyper-parameters: 0.060099 0.100253 0.065155 0.050006 0.071914 0.120673 0.045862 Expected Total MS Cnt: 19.2038 Backgound Scale: 1.06873. ITERATION NUMBER 81. Current Log-Posterior: 250810 Step Size: -26524.77211 Smoothing Hyper-parameters: 0.102419 0.014703 0.103058 0.062461 0.064105 0.044474 0.136228 Expected Total MS Cnt: 11.2861 Backgound Scale: 1.07696. ITERATION NUMBER 82. Current Log-Posterior: 343835 Step Size: 93024.79384 Smoothing Hyper-parameters: 0.049793 0.053002 0.145825 0.124465 0.053203 0.062567 0.158403 Expected Total MS Cnt: 8.91283 Backgound Scale: 1.06158. ITERATION NUMBER 83. Current Log-Posterior: 313378 Step Size: -30456.81917 Smoothing Hyper-parameters: 0.055267 0.070155 0.061286 0.008252 0.105950 0.071241 0.081011 Expected Total MS Cnt: 17.9592 Backgound Scale: 1.05989. ITERATION NUMBER 84. Current Log-Posterior: 302613 Step Size: -10764.8511 Smoothing Hyper-parameters: 0.033169 0.102740 0.100886 0.053709 0.090811 0.097116 0.116956 Expected Total MS Cnt: 15.9945 Backgound Scale: 1.06645. ITERATION NUMBER 85. Current Log-Posterior: 415382 Step Size: 112768.5699 Smoothing Hyper-parameters: 0.081675 0.022535 0.075010 0.051915 0.093690 0.120344 0.062381 Expected Total MS Cnt: 16.6527 Backgound Scale: 1.07315. ITERATION NUMBER 86. Current Log-Posterior: 300504 Step Size: -114877.6774 Smoothing Hyper-parameters: 0.023964 0.072503 0.078188 0.046803 0.140235 0.086020 0.111919 Expected Total MS Cnt: 21.1594 Backgound Scale: 1.08112. ITERATION NUMBER 87. Current Log-Posterior: 572336 Step Size: 271831.8917 Smoothing Hyper-parameters: 0.078444 0.065238 0.049782 0.112368 0.091939 0.090609 0.130565 Expected Total MS Cnt: 21.1759 Backgound Scale: 1.07509. ITERATION NUMBER 88. Current Log-Posterior: 223419 Step Size: -348916.9734 Smoothing Hyper-parameters: 0.137112 0.077907 0.053485 0.159849 0.112170 0.095516 0.062113 Expected Total MS Cnt: 10.5872 Backgound Scale: 1.06899. ITERATION NUMBER 89. Current Log-Posterior: 147939 Step Size: -75480.52582 Smoothing Hyper-parameters: 0.069143 0.081181 0.110405 0.030881 0.073872 0.086326 0.131959 Expected Total MS Cnt: 12.013 Backgound Scale: 1.07523. ITERATION NUMBER 90. Current Log-Posterior: 231395 Step Size: 83456.87092 Smoothing Hyper-parameters: 0.096849 0.055895 0.090514 0.075359 0.036725 0.081222 0.089876 Expected Total MS Cnt: 16.0598 Backgound Scale: 1.0724. ITERATION NUMBER 91. Current Log-Posterior: 195616 Step Size: -35779.8445 Smoothing Hyper-parameters: 0.042046 0.087916 0.061020 0.160804 0.064047 0.032971 0.088908 Expected Total MS Cnt: 14.8987 Backgound Scale: 1.07968. ITERATION NUMBER 92. Current Log-Posterior: 342707 Step Size: 147091.7881 Smoothing Hyper-parameters: 0.052583 0.073769 0.051208 0.027700 0.119581 0.093180 0.115556 Expected Total MS Cnt: 15.5772 Backgound Scale: 1.08342. ITERATION NUMBER 93. Current Log-Posterior: 298842 Step Size: -43865.66829 Smoothing Hyper-parameters: 0.089063 0.072150 0.090021 0.095213 0.032376 0.038454 0.091463 Expected Total MS Cnt: 10.2518 Backgound Scale: 1.08576. ITERATION NUMBER 94. Current Log-Posterior: 193262 Step Size: -105579.345 Smoothing Hyper-parameters: 0.073084 0.036091 0.104380 0.091175 0.051825 0.097829 0.055999 Expected Total MS Cnt: 13.0285 Backgound Scale: 1.08266. ITERATION NUMBER 95. Current Log-Posterior: 263840 Step Size: 70577.22533 Smoothing Hyper-parameters: 0.118961 0.051413 0.115915 0.093280 0.053199 0.126583 0.059636 Expected Total MS Cnt: 13.0021 Backgound Scale: 1.05606. ITERATION NUMBER 96. Current Log-Posterior: 172684 Step Size: -91155.17152 Smoothing Hyper-parameters: 0.062742 0.068829 0.038915 0.105129 0.077653 0.063817 0.065238 Expected Total MS Cnt: 19.1938 Backgound Scale: 1.058. ITERATION NUMBER 97. Current Log-Posterior: 261502 Step Size: 88817.37553 Smoothing Hyper-parameters: 0.045662 0.092480 0.093334 0.045515 0.098173 0.071201 0.099129 Expected Total MS Cnt: 27.2267 Backgound Scale: 1.06572. ITERATION NUMBER 98. Current Log-Posterior: 315357 Step Size: 53855.15665 Smoothing Hyper-parameters: 0.046315 0.120400 0.099759 0.060453 0.082064 0.037899 0.111860 Expected Total MS Cnt: 22.0936 Backgound Scale: 1.05998. ITERATION NUMBER 99. Current Log-Posterior: 300117 Step Size: -15240.22397 Smoothing Hyper-parameters: 0.053079 0.109790 0.086800 0.070734 0.109988 0.099766 0.052737 Expected Total MS Cnt: 31.6323 Backgound Scale: 1.05776. ITERATION NUMBER 100. Current Log-Posterior: 273587 Step Size: -26529.69199 Smoothing Hyper-parameters: 0.057279 0.082484 0.053451 0.061252 0.120972 0.179430 0.074137 Expected Total MS Cnt: 37.63 Backgound Scale: 1.06213. ITERATION NUMBER 101. Current Log-Posterior: 272473 Step Size: -1113.853334 Smoothing Hyper-parameters: 0.037209 0.060966 0.078874 0.070006 0.054535 0.157178 0.060675 Expected Total MS Cnt: 25.4183 Backgound Scale: 1.07492. ITERATION NUMBER 102. Current Log-Posterior: 395844 Step Size: 123370.3975 Smoothing Hyper-parameters: 0.108094 0.063442 0.077641 0.097368 0.103981 0.035686 0.046766 Expected Total MS Cnt: 21.6639 Backgound Scale: 1.06982. ITERATION NUMBER 103. Current Log-Posterior: 175641 Step Size: -220202.6162 Smoothing Hyper-parameters: 0.095860 0.074197 0.148962 0.030536 0.080035 0.027667 0.092119 Expected Total MS Cnt: 14.2802 Backgound Scale: 1.08736. ITERATION NUMBER 104. Current Log-Posterior: 181003 Step Size: 5361.624782 Smoothing Hyper-parameters: 0.041864 0.116765 0.043058 0.068179 0.058362 0.069292 0.053756 Expected Total MS Cnt: 14.7073 Backgound Scale: 1.07822. ITERATION NUMBER 105. Current Log-Posterior: 337562 Step Size: 156559.3162 Smoothing Hyper-parameters: 0.083361 0.095135 0.097488 0.067340 0.022703 0.122152 0.144660 Expected Total MS Cnt: 29.2252 Backgound Scale: 1.07191. ITERATION NUMBER 106. Current Log-Posterior: 189237 Step Size: -148324.6899 Smoothing Hyper-parameters: 0.129691 0.071970 0.124965 0.131497 0.083867 0.017398 0.075003 Expected Total MS Cnt: 24.7584 Backgound Scale: 1.08322. ITERATION NUMBER 107. Current Log-Posterior: 148751 Step Size: -40486.65715 Smoothing Hyper-parameters: 0.020864 0.062983 0.079473 0.105199 0.108713 0.087624 0.087056 Expected Total MS Cnt: 31.671 Backgound Scale: 1.06995. ITERATION NUMBER 108. Current Log-Posterior: 636080 Step Size: 487329.1114 Smoothing Hyper-parameters: 0.038194 0.102196 0.044278 0.085821 0.049232 0.113175 0.128481 Expected Total MS Cnt: 35.093 Backgound Scale: 1.08201. ITERATION NUMBER 109. Current Log-Posterior: 371578 Step Size: -264501.8551 Smoothing Hyper-parameters: 0.105010 0.097427 0.047585 0.099065 0.072415 0.088260 0.165884 Expected Total MS Cnt: 29.5338 Backgound Scale: 1.07232. ITERATION NUMBER 110. Current Log-Posterior: 168484 Step Size: -203093.4079 Smoothing Hyper-parameters: 0.023828 0.085161 0.090887 0.092623 0.048602 0.071272 0.111836 Expected Total MS Cnt: 27.9428 Backgound Scale: 1.06407. ITERATION NUMBER 111. Current Log-Posterior: 566112 Step Size: 397627.1669 Smoothing Hyper-parameters: 0.102965 0.116502 0.106643 0.090195 0.133162 0.125522 0.091915 Expected Total MS Cnt: 22.3328 Backgound Scale: 1.06651. ITERATION NUMBER 112. Current Log-Posterior: 158217 Step Size: -407894.3746 Smoothing Hyper-parameters: 0.075373 0.096649 0.110257 0.089196 0.047030 0.088806 0.082502 Expected Total MS Cnt: 33.0105 Backgound Scale: 1.06743. ITERATION NUMBER 113. Current Log-Posterior: 202911 Step Size: 44693.40346 Smoothing Hyper-parameters: 0.106547 0.071190 0.069671 0.068629 0.121829 0.034948 0.131428 Expected Total MS Cnt: 33.7842 Backgound Scale: 1.07651. ITERATION NUMBER 114. Current Log-Posterior: 174954 Step Size: -27956.25439 Smoothing Hyper-parameters: 0.097625 0.046982 0.078730 0.104861 0.070685 0.063859 0.063573 Expected Total MS Cnt: 31.3442 Backgound Scale: 1.07518. ITERATION NUMBER 115. Current Log-Posterior: 205006 Step Size: 30051.81342 Smoothing Hyper-parameters: 0.058928 0.065889 0.032956 0.100097 0.042851 0.106034 0.112767 Expected Total MS Cnt: 25.2522 Backgound Scale: 1.07408. ITERATION NUMBER 116. Current Log-Posterior: 281153 Step Size: 76146.5279 Smoothing Hyper-parameters: 0.074190 0.078679 0.089016 0.094687 0.073241 0.105013 0.100212 Expected Total MS Cnt: 30.9684 Backgound Scale: 1.06244. ITERATION NUMBER 117. Current Log-Posterior: 217417 Step Size: -63735.9031 Smoothing Hyper-parameters: 0.091607 0.082745 0.089055 0.063539 0.095505 0.093438 0.081238 Expected Total MS Cnt: 26.2165 Backgound Scale: 1.06661. ITERATION NUMBER 118. Current Log-Posterior: 184560 Step Size: -32857.1866 Smoothing Hyper-parameters: 0.081276 0.084848 0.052812 0.111990 0.144652 0.018260 0.098920 Expected Total MS Cnt: 24.4202 Backgound Scale: 1.07559. ITERATION NUMBER 119. Current Log-Posterior: 208417 Step Size: 23857.43158 Smoothing Hyper-parameters: 0.008546 0.106658 0.111388 0.074678 0.069537 0.066717 0.157449 Expected Total MS Cnt: 30.471 Backgound Scale: 1.07559. ITERATION NUMBER 120. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.010521 0.042424 0.075591 0.045752 0.070432 0.116008 0.077932 Expected Total MS Cnt: 34.4948 Backgound Scale: 1.06995. ITERATION NUMBER 121. Current Log-Posterior: inf Step Size: nan Smoothing Hyper-parameters: 0.089200 0.055624 0.074790 0.032736 0.031767 0.083084 0.163788 Expected Total MS Cnt: 24.2784 Backgound Scale: 1.0696. ITERATION NUMBER 122. Current Log-Posterior: 214342 Step Size: -inf Smoothing Hyper-parameters: 0.093885 0.021621 0.056566 0.057392 0.062738 0.132986 0.120899 Expected Total MS Cnt: 23.9418 Backgound Scale: 1.07748. ITERATION NUMBER 123. Current Log-Posterior: 295144 Step Size: 80802.55224 Smoothing Hyper-parameters: 0.110115 0.048488 0.029506 0.059782 0.059139 0.111831 0.101638 Expected Total MS Cnt: 20.7158 Backgound Scale: 1.0693. ITERATION NUMBER 124. Current Log-Posterior: 207158 Step Size: -87986.40059 Smoothing Hyper-parameters: 0.087003 0.095244 0.076640 0.081097 0.060195 0.064111 0.081661 Expected Total MS Cnt: 22.0862 Backgound Scale: 1.09093. ITERATION NUMBER 125. Current Log-Posterior: 188291 Step Size: -18867.22491 Smoothing Hyper-parameters: 0.025706 0.058932 0.046978 0.157598 0.097028 0.099370 0.042942 Expected Total MS Cnt: 25.3581 Backgound Scale: 1.07143. ITERATION NUMBER 126. Current Log-Posterior: 538373 Step Size: 350082.3047 Smoothing Hyper-parameters: 0.125901 0.128684 0.069789 0.057714 0.079699 0.067938 0.125787 Expected Total MS Cnt: 24.2209 Backgound Scale: 1.06813. ITERATION NUMBER 127. Current Log-Posterior: 139002 Step Size: -399371.4517 Smoothing Hyper-parameters: 0.007691 0.069565 0.067921 0.050359 0.036556 0.059978 0.057146 Expected Total MS Cnt: 24.0071 Backgound Scale: 1.06871. ITERATION NUMBER 128. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.026211 0.073447 0.054518 0.121423 0.068079 0.039126 0.101031 Expected Total MS Cnt: 23.288 Backgound Scale: 1.0672. ITERATION NUMBER 129. Current Log-Posterior: 522168 Step Size: -inf Smoothing Hyper-parameters: 0.078925 0.079286 0.032541 0.082390 0.107358 0.006341 0.037117 Expected Total MS Cnt: 21.3434 Backgound Scale: 1.07839. ITERATION NUMBER 130. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.068673 0.112918 0.144059 0.152029 0.109344 0.069522 0.070543 Expected Total MS Cnt: 24.2751 Backgound Scale: 1.08821. ITERATION NUMBER 131. Current Log-Posterior: 213416 Step Size: -inf Smoothing Hyper-parameters: 0.059409 0.097222 0.073395 0.110268 0.053744 0.031296 0.089326 Expected Total MS Cnt: 29.3913 Backgound Scale: 1.06711. ITERATION NUMBER 132. Current Log-Posterior: 253284 Step Size: 39868.43555 Smoothing Hyper-parameters: 0.044695 0.130462 0.068364 0.034041 0.139716 0.085338 0.112291 Expected Total MS Cnt: 22.9055 Backgound Scale: 1.07806. ITERATION NUMBER 133. Current Log-Posterior: 315096 Step Size: 61811.69989 Smoothing Hyper-parameters: 0.083754 0.094435 0.099193 0.133702 0.092295 0.039218 0.051049 Expected Total MS Cnt: 18.9906 Backgound Scale: 1.07431. ITERATION NUMBER 134. Current Log-Posterior: 189920 Step Size: -125176.5914 Smoothing Hyper-parameters: 0.137193 0.024204 0.066995 0.063148 0.026192 0.104232 0.071840 Expected Total MS Cnt: 11.7158 Backgound Scale: 1.07228. ITERATION NUMBER 135. Current Log-Posterior: 232252 Step Size: 42332.43247 Smoothing Hyper-parameters: 0.042997 0.023006 0.107469 0.073755 0.079402 0.080024 0.082493 Expected Total MS Cnt: 19.6112 Backgound Scale: 1.05912. ITERATION NUMBER 136. Current Log-Posterior: 427862 Step Size: 195609.5291 Smoothing Hyper-parameters: 0.084970 0.057513 0.056065 0.123688 0.082422 0.047380 0.044745 Expected Total MS Cnt: 16.041 Backgound Scale: 1.06271. ITERATION NUMBER 137. Current Log-Posterior: 213075 Step Size: -214786.7432 Smoothing Hyper-parameters: 0.069018 0.090818 0.105899 0.050711 0.092691 0.097665 0.068475 Expected Total MS Cnt: 7.29214 Backgound Scale: 1.07532. ITERATION NUMBER 138. Current Log-Posterior: 225156 Step Size: 12081.48442 Smoothing Hyper-parameters: 0.041710 0.046981 0.120106 0.133683 0.131982 0.053005 0.078735 Expected Total MS Cnt: 8.61462 Backgound Scale: 1.06146. ITERATION NUMBER 139. Current Log-Posterior: 364796 Step Size: 139639.5505 Smoothing Hyper-parameters: 0.078158 0.037834 0.057221 0.071155 0.155606 0.058307 0.056053 Expected Total MS Cnt: 13.2729 Backgound Scale: 1.07979. ITERATION NUMBER 140. Current Log-Posterior: 254961 Step Size: -109834.6082 Smoothing Hyper-parameters: 0.102085 0.020667 0.121347 0.107594 0.075022 0.083937 0.071577 Expected Total MS Cnt: 10.001 Backgound Scale: 1.06521. ITERATION NUMBER 141. Current Log-Posterior: 275879 Step Size: 20917.58128 Smoothing Hyper-parameters: 0.070783 0.050537 0.136480 0.022789 0.025352 0.116018 0.063438 Expected Total MS Cnt: 18.2578 Backgound Scale: 1.07762. ITERATION NUMBER 142. Current Log-Posterior: 248380 Step Size: -27498.90863 Smoothing Hyper-parameters: 0.096799 0.029446 0.039232 0.078157 0.079446 0.025992 0.091894 Expected Total MS Cnt: 15.4328 Backgound Scale: 1.05731. ITERATION NUMBER 143. Current Log-Posterior: 254146 Step Size: 5766.148292 Smoothing Hyper-parameters: 0.009487 0.138919 0.076149 0.097329 0.109136 0.033271 0.100600 Expected Total MS Cnt: 15.6709 Backgound Scale: 1.06635. ITERATION NUMBER 144. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.057411 0.053151 0.089314 0.065415 0.120998 0.103165 0.099744 Expected Total MS Cnt: 8.64135 Backgound Scale: 1.072. ITERATION NUMBER 145. Current Log-Posterior: 281587 Step Size: -inf Smoothing Hyper-parameters: 0.066592 0.074273 0.106282 0.102944 0.017070 0.129057 0.079118 Expected Total MS Cnt: 9.02041 Backgound Scale: 1.07467. ITERATION NUMBER 146. Current Log-Posterior: 238687 Step Size: -42899.95777 Smoothing Hyper-parameters: 0.047144 0.099842 0.127528 0.031451 0.137501 0.099984 0.024762 Expected Total MS Cnt: 18.6357 Backgound Scale: 1.06363. ITERATION NUMBER 147. Current Log-Posterior: 304023 Step Size: 65335.16009 Smoothing Hyper-parameters: 0.051944 0.042955 0.121858 0.151425 0.051101 0.113532 0.051475 Expected Total MS Cnt: 8.85929 Backgound Scale: 1.07555. ITERATION NUMBER 148. Current Log-Posterior: 312241 Step Size: 8218.688674 Smoothing Hyper-parameters: 0.061827 0.045033 0.004695 0.062482 0.080629 0.082885 0.094305 Expected Total MS Cnt: 6.98784 Backgound Scale: 1.07683. ITERATION NUMBER 149. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.061155 0.057901 0.019690 0.093952 0.083706 0.131100 0.073511 Expected Total MS Cnt: 9.98116 Backgound Scale: 1.07991. ITERATION NUMBER 150. Current Log-Posterior: 296196 Step Size: -inf Smoothing Hyper-parameters: 0.090295 0.061851 0.135502 0.055831 0.087398 0.105433 0.118827 Expected Total MS Cnt: 18.6142 Backgound Scale: 1.07224. ITERATION NUMBER 151. Current Log-Posterior: 194526 Step Size: -101669.9721 Smoothing Hyper-parameters: 0.040173 0.096534 0.033062 0.046548 0.027224 0.082746 0.060427 Expected Total MS Cnt: 21.3322 Backgound Scale: 1.07663. ITERATION NUMBER 152. Current Log-Posterior: 367383 Step Size: 172856.1788 Smoothing Hyper-parameters: 0.096686 0.039158 0.085247 0.074304 0.165885 0.048814 0.097449 Expected Total MS Cnt: 12.6084 Backgound Scale: 1.05913. ITERATION NUMBER 153. Current Log-Posterior: 219612 Step Size: -147770.506 Smoothing Hyper-parameters: 0.032613 0.023429 0.078735 0.075299 0.037790 0.092207 0.140530 Expected Total MS Cnt: 18.2406 Backgound Scale: 1.05928. ITERATION NUMBER 154. Current Log-Posterior: 519296 Step Size: 299684.2217 Smoothing Hyper-parameters: 0.092950 0.051480 0.076158 0.079671 0.133753 0.105610 0.053089 Expected Total MS Cnt: 8.05779 Backgound Scale: 1.06772. ITERATION NUMBER 155. Current Log-Posterior: 202387 Step Size: -316909.2405 Smoothing Hyper-parameters: 0.038974 0.057753 0.030616 0.047693 0.035179 0.105169 0.048518 Expected Total MS Cnt: 6.49389 Backgound Scale: 1.07145. ITERATION NUMBER 156. Current Log-Posterior: 394689 Step Size: 192302.0659 Smoothing Hyper-parameters: 0.048103 0.083144 0.080392 0.063781 0.035466 0.056467 0.060448 Expected Total MS Cnt: 4.10451 Backgound Scale: 1.08052. ITERATION NUMBER 157. Current Log-Posterior: 307831 Step Size: -86857.83887 Smoothing Hyper-parameters: 0.079444 0.067689 0.106782 0.045646 0.099497 0.031777 0.063029 Expected Total MS Cnt: 5.62667 Backgound Scale: 1.07112. ITERATION NUMBER 158. Current Log-Posterior: 214679 Step Size: -93152.28159 Smoothing Hyper-parameters: 0.041655 0.052104 0.048376 0.063436 0.117624 0.102868 0.035742 Expected Total MS Cnt: 8.92354 Backgound Scale: 1.07019. ITERATION NUMBER 159. Current Log-Posterior: 372378 Step Size: 157699.2261 Smoothing Hyper-parameters: 0.101525 0.067785 0.116294 0.066163 0.065012 0.027952 0.107657 Expected Total MS Cnt: 10.2779 Backgound Scale: 1.05761. ITERATION NUMBER 160. Current Log-Posterior: 177021 Step Size: -195357.6245 Smoothing Hyper-parameters: 0.082434 0.083033 0.067439 0.073417 0.058596 0.107619 0.055394 Expected Total MS Cnt: 12.4345 Backgound Scale: 1.08172. ITERATION NUMBER 161. Current Log-Posterior: 202128 Step Size: 25107.48247 Smoothing Hyper-parameters: 0.071461 0.117851 0.118388 0.060696 0.062066 0.028926 0.083806 Expected Total MS Cnt: 17.8106 Backgound Scale: 1.07179. ITERATION NUMBER 162. Current Log-Posterior: 208065 Step Size: 5936.844141 Smoothing Hyper-parameters: 0.155022 0.117149 0.024716 0.063171 0.038652 0.096380 0.083322 Expected Total MS Cnt: 14.4127 Backgound Scale: 1.06583. ITERATION NUMBER 163. Current Log-Posterior: 143886 Step Size: -64178.68208 Smoothing Hyper-parameters: 0.038362 0.117564 0.046250 0.132811 0.080127 0.114166 0.113782 Expected Total MS Cnt: 18.5985 Backgound Scale: 1.05609. ITERATION NUMBER 164. Current Log-Posterior: 356816 Step Size: 212930.3056 Smoothing Hyper-parameters: 0.025398 0.047220 0.084424 0.130226 0.048305 0.044078 0.098135 Expected Total MS Cnt: 13.2011 Backgound Scale: 1.08422. ITERATION NUMBER 165. Current Log-Posterior: 557770 Step Size: 200953.5638 Smoothing Hyper-parameters: 0.078094 0.017927 0.138012 0.046379 0.081146 0.071433 0.112083 Expected Total MS Cnt: 23.2629 Backgound Scale: 1.05773. ITERATION NUMBER 166. Current Log-Posterior: 341402 Step Size: -216368.3476 Smoothing Hyper-parameters: 0.028664 0.076684 0.093980 0.102724 0.064796 0.130258 0.073428 Expected Total MS Cnt: 17.7377 Backgound Scale: 1.06842. ITERATION NUMBER 167. Current Log-Posterior: 475209 Step Size: 133807.6094 Smoothing Hyper-parameters: 0.077808 0.071959 0.126319 0.076906 0.086614 0.035189 0.058384 Expected Total MS Cnt: 19.0872 Backgound Scale: 1.07978. ITERATION NUMBER 168. Current Log-Posterior: 210509 Step Size: -264700.248 Smoothing Hyper-parameters: 0.067520 0.101292 0.048564 0.051263 0.060710 0.076010 0.057622 Expected Total MS Cnt: 22.535 Backgound Scale: 1.06465. ITERATION NUMBER 169. Current Log-Posterior: 233260 Step Size: 22750.93263 Smoothing Hyper-parameters: 0.105211 0.056939 0.128701 0.080752 0.068579 0.051811 0.036167 Expected Total MS Cnt: 12.1377 Backgound Scale: 1.07403. ITERATION NUMBER 170. Current Log-Posterior: 181982 Step Size: -51278.40743 Smoothing Hyper-parameters: 0.071944 0.081917 0.081570 0.024617 0.112386 0.026228 0.095701 Expected Total MS Cnt: 12.7062 Backgound Scale: 1.07271. ITERATION NUMBER 171. Current Log-Posterior: 227839 Step Size: 45857.72266 Smoothing Hyper-parameters: 0.010865 0.075775 0.081752 0.076093 0.047273 0.089590 0.036140 Expected Total MS Cnt: 18.2162 Backgound Scale: 1.0525. ITERATION NUMBER 172. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.053588 0.063269 0.045579 0.033063 0.061958 0.131852 0.050707 Expected Total MS Cnt: 19.3354 Backgound Scale: 1.07303. ITERATION NUMBER 173. Current Log-Posterior: 301335 Step Size: -inf Smoothing Hyper-parameters: 0.084202 0.031570 0.075100 0.126821 0.066677 0.072439 0.128638 Expected Total MS Cnt: 11.7892 Backgound Scale: 1.05286. ITERATION NUMBER 174. Current Log-Posterior: 259965 Step Size: -41369.79499 Smoothing Hyper-parameters: 0.071821 0.023757 0.110407 0.082162 0.056833 0.141635 0.113900 Expected Total MS Cnt: 10.8499 Backgound Scale: 1.07939. ITERATION NUMBER 175. Current Log-Posterior: 306102 Step Size: 46136.64299 Smoothing Hyper-parameters: 0.156028 0.155512 0.030768 0.115413 0.077449 0.085912 0.056023 Expected Total MS Cnt: 9.38045 Backgound Scale: 1.05554. ITERATION NUMBER 176. Current Log-Posterior: 128771 Step Size: -177330.5313 Smoothing Hyper-parameters: 0.064569 0.099430 0.079927 0.053148 0.103192 0.185575 0.055657 Expected Total MS Cnt: 6.82668 Backgound Scale: 1.07607. ITERATION NUMBER 177. Current Log-Posterior: 236466 Step Size: 107695.1234 Smoothing Hyper-parameters: 0.072449 0.025933 0.078741 0.040682 0.026135 0.107442 0.049084 Expected Total MS Cnt: 4.98752 Backgound Scale: 1.09325. ITERATION NUMBER 178. Current Log-Posterior: 301586 Step Size: 65119.72447 Smoothing Hyper-parameters: 0.080419 0.059519 0.076558 0.038126 0.101278 0.067220 0.058325 Expected Total MS Cnt: 3.73917 Backgound Scale: 1.06741. ITERATION NUMBER 179. Current Log-Posterior: 222749 Step Size: -78837.24014 Smoothing Hyper-parameters: 0.062132 0.086024 0.030961 0.078636 0.108500 0.111113 0.025244 Expected Total MS Cnt: 3.06357 Backgound Scale: 1.0731. ITERATION NUMBER 180. Current Log-Posterior: 258505 Step Size: 35755.79771 Smoothing Hyper-parameters: 0.032692 0.116499 0.091256 0.113283 0.049678 0.058016 0.087016 Expected Total MS Cnt: 4.71562 Backgound Scale: 1.059. ITERATION NUMBER 181. Current Log-Posterior: 414363 Step Size: 155858.1725 Smoothing Hyper-parameters: 0.078449 0.114811 0.102872 0.049302 0.120995 0.049444 0.025739 Expected Total MS Cnt: 3.21759 Backgound Scale: 1.07132. ITERATION NUMBER 182. Current Log-Posterior: 198474 Step Size: -215888.8382 Smoothing Hyper-parameters: 0.055245 0.084535 0.107873 0.029092 0.058312 0.155540 0.039527 Expected Total MS Cnt: 7.7581 Backgound Scale: 1.07859. ITERATION NUMBER 183. Current Log-Posterior: 271193 Step Size: 72718.72012 Smoothing Hyper-parameters: 0.077965 0.056957 0.088930 0.084632 0.042619 0.081755 0.068365 Expected Total MS Cnt: 5.86942 Backgound Scale: 1.06403. ITERATION NUMBER 184. Current Log-Posterior: 224925 Step Size: -46267.89184 Smoothing Hyper-parameters: 0.077016 0.057434 0.065952 0.073176 0.102886 0.016435 0.006118 Expected Total MS Cnt: 6.48391 Backgound Scale: 1.07129. ITERATION NUMBER 185. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.042711 0.030621 0.068075 0.033441 0.079337 0.055761 0.044910 Expected Total MS Cnt: 9.89678 Backgound Scale: 1.06013. ITERATION NUMBER 186. Current Log-Posterior: 398747 Step Size: -inf Smoothing Hyper-parameters: 0.074007 0.019469 0.045296 0.080266 0.063084 0.076063 0.124615 Expected Total MS Cnt: 6.10113 Backgound Scale: 1.07366. ITERATION NUMBER 187. Current Log-Posterior: 339935 Step Size: -58811.35813 Smoothing Hyper-parameters: 0.100725 0.100229 0.057582 0.102150 0.112387 0.076063 0.104650 Expected Total MS Cnt: 5.22031 Backgound Scale: 1.07713. ITERATION NUMBER 188. Current Log-Posterior: 171212 Step Size: -168723.6136 Smoothing Hyper-parameters: 0.028343 0.067360 0.127332 0.037895 0.016767 0.040108 0.086023 Expected Total MS Cnt: 5.05077 Backgound Scale: 1.07039. ITERATION NUMBER 189. Current Log-Posterior: 488813 Step Size: 317601.0868 Smoothing Hyper-parameters: 0.013847 0.057912 0.017219 0.078560 0.057441 0.013838 0.058010 Expected Total MS Cnt: 6.64732 Backgound Scale: 1.07145. ITERATION NUMBER 190. Current Log-Posterior: 978732 Step Size: 489919.6826 Smoothing Hyper-parameters: 0.080222 0.057554 0.053124 0.048543 0.074121 0.096348 0.067677 Expected Total MS Cnt: 9.30615 Backgound Scale: 1.06477. ITERATION NUMBER 191. Current Log-Posterior: 226640 Step Size: -752092.6127 Smoothing Hyper-parameters: 0.076008 0.123527 0.060739 0.048052 0.111573 0.032686 0.013155 Expected Total MS Cnt: 10.7696 Backgound Scale: 1.06537. ITERATION NUMBER 192. Current Log-Posterior: 206463 Step Size: -20176.61239 Smoothing Hyper-parameters: 0.039121 0.126931 0.117033 0.123685 0.106284 0.024985 0.051416 Expected Total MS Cnt: 7.6947 Backgound Scale: 1.07326. ITERATION NUMBER 193. Current Log-Posterior: 346337 Step Size: 139873.5682 Smoothing Hyper-parameters: 0.079546 0.131411 0.124249 0.087905 0.048432 0.102740 0.087906 Expected Total MS Cnt: 4.63878 Backgound Scale: 1.07491. ITERATION NUMBER 194. Current Log-Posterior: 189464 Step Size: -156872.5433 Smoothing Hyper-parameters: 0.045161 0.086240 0.067894 0.163976 0.110772 0.026579 0.094919 Expected Total MS Cnt: 4.97441 Backgound Scale: 1.05294. ITERATION NUMBER 195. Current Log-Posterior: 319226 Step Size: 129761.5632 Smoothing Hyper-parameters: 0.110257 0.018345 0.048750 0.118864 0.077526 0.046544 0.105213 Expected Total MS Cnt: 7.59555 Backgound Scale: 1.06216. ITERATION NUMBER 196. Current Log-Posterior: 300902 Step Size: -18324.30928 Smoothing Hyper-parameters: 0.080975 0.031970 0.041370 0.033755 0.049903 0.071031 0.095790 Expected Total MS Cnt: 5.28385 Backgound Scale: 1.06275. ITERATION NUMBER 197. Current Log-Posterior: 270759 Step Size: -30143.02248 Smoothing Hyper-parameters: 0.138529 0.098402 0.084505 0.060443 0.044224 0.101441 0.045516 Expected Total MS Cnt: 2.80776 Backgound Scale: 1.07154. ITERATION NUMBER 198. Current Log-Posterior: 134872 Step Size: -135886.8798 Smoothing Hyper-parameters: 0.067266 0.048887 0.075539 0.037418 0.072053 0.031660 0.104998 Expected Total MS Cnt: 6.1802 Backgound Scale: 1.07035. ITERATION NUMBER 199. Current Log-Posterior: 261300 Step Size: 126428.484 Smoothing Hyper-parameters: 0.142494 0.031403 0.087874 0.062927 0.076706 0.034088 0.082170 Expected Total MS Cnt: 5.63933 Backgound Scale: 1.06252. ITERATION NUMBER 200. Current Log-Posterior: 199354 Step Size: -61946.40811 Smoothing Hyper-parameters: 0.101741 0.063470 0.108718 0.129293 0.083717 0.038032 0.088473 Expected Total MS Cnt: 7.68534 Backgound Scale: 1.05381. ITERATION NUMBER 201. Current Log-Posterior: 180595 Step Size: -18758.50279 Smoothing Hyper-parameters: 0.140347 0.023498 0.071555 0.048621 0.101764 0.038298 0.107989 Expected Total MS Cnt: 7.78445 Backgound Scale: 1.05925. ITERATION NUMBER 202. Current Log-Posterior: 233734 Step Size: 53138.30727 Smoothing Hyper-parameters: 0.091752 0.058839 0.121187 0.107408 0.029464 0.102877 0.074405 Expected Total MS Cnt: 5.29074 Backgound Scale: 1.06218. ITERATION NUMBER 203. Current Log-Posterior: 197237 Step Size: -36496.31892 Smoothing Hyper-parameters: 0.134174 0.091637 0.173849 0.057752 0.108710 0.021719 0.045629 Expected Total MS Cnt: 7.10757 Backgound Scale: 1.06769. ITERATION NUMBER 204. Current Log-Posterior: 136968 Step Size: -60268.81082 Smoothing Hyper-parameters: 0.084171 0.025339 0.093184 0.011568 0.113140 0.084784 0.073599 Expected Total MS Cnt: 10.6199 Backgound Scale: 1.06774. ITERATION NUMBER 205. Current Log-Posterior: 290115 Step Size: 153146.8508 Smoothing Hyper-parameters: 0.068634 0.078606 0.084719 0.071536 0.037671 0.063550 0.153107 Expected Total MS Cnt: 8.10581 Backgound Scale: 1.08047. ITERATION NUMBER 206. Current Log-Posterior: 232540 Step Size: -57574.84581 Smoothing Hyper-parameters: 0.096197 0.060831 0.076839 0.091266 0.059692 0.130236 0.113412 Expected Total MS Cnt: 4.90526 Backgound Scale: 1.07603. ITERATION NUMBER 207. Current Log-Posterior: 191453 Step Size: -41087.14854 Smoothing Hyper-parameters: 0.042816 0.052433 0.058449 0.125173 0.078048 0.095745 0.025058 Expected Total MS Cnt: 10.5882 Backgound Scale: 1.07044. ITERATION NUMBER 208. Current Log-Posterior: 356938 Step Size: 165485.2396 Smoothing Hyper-parameters: 0.097792 0.135951 0.108827 0.154030 0.040997 0.053551 0.104101 Expected Total MS Cnt: 8.47689 Backgound Scale: 1.06989. ITERATION NUMBER 209. Current Log-Posterior: 159497 Step Size: -197441.675 Smoothing Hyper-parameters: 0.118440 0.119078 0.089803 0.119940 0.050891 0.176803 0.077089 Expected Total MS Cnt: 13.9022 Backgound Scale: 1.06287. ITERATION NUMBER 210. Current Log-Posterior: 142665 Step Size: -16831.7658 Smoothing Hyper-parameters: 0.102957 0.100568 0.057965 0.126680 0.164951 0.131847 0.084576 Expected Total MS Cnt: 4.41049 Backgound Scale: 1.06807. ITERATION NUMBER 211. Current Log-Posterior: 165656 Step Size: 22991.08166 Smoothing Hyper-parameters: 0.039467 0.038124 0.040447 0.123149 0.032503 0.096632 0.047177 Expected Total MS Cnt: 3.89137 Backgound Scale: 1.07012. ITERATION NUMBER 212. Current Log-Posterior: 415495 Step Size: 249838.9221 Smoothing Hyper-parameters: 0.047478 0.103121 0.107591 0.062885 0.099807 0.072401 0.008186 Expected Total MS Cnt: 5.86311 Backgound Scale: 1.07642. ITERATION NUMBER 213. Current Log-Posterior: 300408 Step Size: -115087.5298 Smoothing Hyper-parameters: 0.076533 0.023446 0.083230 0.024697 0.059663 0.052263 0.005003 Expected Total MS Cnt: 6.4966 Backgound Scale: 1.07568. ITERATION NUMBER 214. Current Log-Posterior: 311180 Step Size: 10772.4935 Smoothing Hyper-parameters: 0.005011 0.074829 0.064549 0.097233 0.082182 0.098087 0.128055 Expected Total MS Cnt: 5.61633 Backgound Scale: 1.07751. ITERATION NUMBER 215. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.108587 0.081809 0.050905 0.070845 0.090862 0.077676 0.065139 Expected Total MS Cnt: 5.70551 Backgound Scale: 1.05224. ITERATION NUMBER 216. Current Log-Posterior: 172291 Step Size: -inf Smoothing Hyper-parameters: 0.106147 0.036041 0.043742 0.030926 0.100129 0.051223 0.105411 Expected Total MS Cnt: 1.00271 Backgound Scale: 1.06189. ITERATION NUMBER 217. Current Log-Posterior: 230058 Step Size: 57767.20636 Smoothing Hyper-parameters: 0.063953 0.126171 0.084858 0.080588 0.069962 0.055795 0.036213 Expected Total MS Cnt: 0.840132 Backgound Scale: 1.06009. ITERATION NUMBER 218. Current Log-Posterior: 228433 Step Size: -1625.286432 Smoothing Hyper-parameters: 0.131974 0.070974 0.109926 0.092772 0.094818 0.114418 0.147941 Expected Total MS Cnt: 2.00743 Backgound Scale: 1.07924. ITERATION NUMBER 219. Current Log-Posterior: 147570 Step Size: -80862.41541 Smoothing Hyper-parameters: 0.013670 0.041099 0.058794 0.109643 0.094261 0.089556 0.116135 Expected Total MS Cnt: 3.72553 Backgound Scale: 1.06902. ITERATION NUMBER 220. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.061233 0.012941 0.090441 0.006258 0.102041 0.053236 0.026943 Expected Total MS Cnt: 8.81991 Backgound Scale: 1.08229. ITERATION NUMBER 221. Current Log-Posterior: inf Step Size: nan Smoothing Hyper-parameters: 0.076962 0.050623 0.089853 0.097483 0.074466 0.097614 0.079738 Expected Total MS Cnt: 12.5365 Backgound Scale: 1.06565. ITERATION NUMBER 222. Current Log-Posterior: 231751 Step Size: -inf Smoothing Hyper-parameters: 0.106443 0.054709 0.051936 0.011304 0.094848 0.097886 0.137836 Expected Total MS Cnt: 9.94839 Backgound Scale: 1.0809. ITERATION NUMBER 223. Current Log-Posterior: 207367 Step Size: -24383.87583 Smoothing Hyper-parameters: 0.013281 0.088999 0.066000 0.137300 0.024917 0.127394 0.113234 Expected Total MS Cnt: 6.0226 Backgound Scale: 1.06587. ITERATION NUMBER 224. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.072075 0.031139 0.072929 0.038012 0.043502 0.167111 0.094189 Expected Total MS Cnt: 10.1934 Backgound Scale: 1.04191. ITERATION NUMBER 225. Current Log-Posterior: 282875 Step Size: -inf Smoothing Hyper-parameters: 0.144620 0.117305 0.042614 0.069773 0.086296 0.077280 0.042424 Expected Total MS Cnt: 3.83184 Backgound Scale: 1.07864. ITERATION NUMBER 226. Current Log-Posterior: 134715 Step Size: -148159.332 Smoothing Hyper-parameters: 0.067925 0.113472 0.064941 0.048989 0.083437 0.053448 0.086604 Expected Total MS Cnt: 11.2197 Backgound Scale: 1.07684. ITERATION NUMBER 227. Current Log-Posterior: 224202 Step Size: 89486.21518 Smoothing Hyper-parameters: 0.101424 0.099697 0.056342 0.035992 0.042677 0.084483 0.053371 Expected Total MS Cnt: 13.585 Backgound Scale: 1.07134. ITERATION NUMBER 228. Current Log-Posterior: 174306 Step Size: -49896.07808 Smoothing Hyper-parameters: 0.091664 0.069465 0.074638 0.090956 0.023076 0.137493 0.011985 Expected Total MS Cnt: 5.88069 Backgound Scale: 1.07293. ITERATION NUMBER 229. Current Log-Posterior: 194652 Step Size: 20346.10656 Smoothing Hyper-parameters: 0.012990 0.072483 0.076082 0.090956 0.101771 0.083442 0.100921 Expected Total MS Cnt: 11.1467 Backgound Scale: 1.06517. ITERATION NUMBER 230. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.046686 0.067761 0.060160 0.044588 0.045837 0.054207 0.087903 Expected Total MS Cnt: 6.86683 Backgound Scale: 1.0773. ITERATION NUMBER 231. Current Log-Posterior: 325886 Step Size: -inf Smoothing Hyper-parameters: 0.083316 0.107057 0.094996 0.051853 0.093514 0.038103 0.097929 Expected Total MS Cnt: 8.71702 Backgound Scale: 1.06277. ITERATION NUMBER 232. Current Log-Posterior: 190592 Step Size: -135293.9734 Smoothing Hyper-parameters: 0.071843 0.050452 0.140598 0.096717 0.080610 0.040702 0.083066 Expected Total MS Cnt: 5.83495 Backgound Scale: 1.07058. ITERATION NUMBER 233. Current Log-Posterior: 244894 Step Size: 54302.45143 Smoothing Hyper-parameters: 0.122600 0.128159 0.063836 0.058343 0.098786 0.051165 0.088362 Expected Total MS Cnt: 6.73072 Backgound Scale: 1.07306. ITERATION NUMBER 234. Current Log-Posterior: 141457 Step Size: -103437.4996 Smoothing Hyper-parameters: 0.050731 0.017818 0.059851 0.058479 0.068293 0.066496 0.083027 Expected Total MS Cnt: 5.0988 Backgound Scale: 1.08076. ITERATION NUMBER 235. Current Log-Posterior: 431291 Step Size: 289833.944 Smoothing Hyper-parameters: 0.105296 0.047996 0.079337 0.065324 0.029080 0.017061 0.083027 Expected Total MS Cnt: 4.98303 Backgound Scale: 1.06024. ITERATION NUMBER 236. Current Log-Posterior: 194714 Step Size: -236576.4499 Smoothing Hyper-parameters: 0.109526 0.046248 0.097300 0.091518 0.111633 0.100552 0.148445 Expected Total MS Cnt: 2.04122 Backgound Scale: 1.08172. ITERATION NUMBER 237. Current Log-Posterior: 193812 Step Size: -902.06529 Smoothing Hyper-parameters: 0.103141 0.037134 0.097300 0.105953 0.025303 0.096922 0.044234 Expected Total MS Cnt: 0.104764 Backgound Scale: 1.06801. ITERATION NUMBER 238. Current Log-Posterior: 214752 Step Size: 20939.86591 Smoothing Hyper-parameters: 0.049012 0.070279 0.086300 0.086298 0.075559 0.071491 0.046952 Expected Total MS Cnt: 5.78274 Backgound Scale: 1.07245. ITERATION NUMBER 239. Current Log-Posterior: 305965 Step Size: 91213.49022 Smoothing Hyper-parameters: 0.081280 0.065392 0.067347 0.051924 0.036219 0.073719 0.042499 Expected Total MS Cnt: 1.56449 Backgound Scale: 1.08896. ITERATION NUMBER 240. Current Log-Posterior: 214126 Step Size: -91839.1749 Smoothing Hyper-parameters: 0.028556 0.053303 0.136557 0.075070 0.104116 0.059528 0.103893 Expected Total MS Cnt: 3.09848 Backgound Scale: 1.06541. ITERATION NUMBER 241. Current Log-Posterior: 487856 Step Size: 273729.263 Smoothing Hyper-parameters: 0.101704 0.105026 0.009955 0.123172 0.058353 0.066189 0.063141 Expected Total MS Cnt: 2.17221 Backgound Scale: 1.06124. ITERATION NUMBER 242. Current Log-Posterior: 230291 Step Size: -257564.2815 Smoothing Hyper-parameters: 0.105134 0.143655 0.076699 0.048705 0.103936 0.072781 0.076633 Expected Total MS Cnt: 2.01702 Backgound Scale: 1.06468. ITERATION NUMBER 243. Current Log-Posterior: 155293 Step Size: -74998.02482 Smoothing Hyper-parameters: 0.029192 0.110698 0.125580 0.037932 0.094278 0.035708 0.115223 Expected Total MS Cnt: 2.55407 Backgound Scale: 1.07014. ITERATION NUMBER 244. Current Log-Posterior: 459921 Step Size: 304627.8287 Smoothing Hyper-parameters: 0.153058 0.071289 0.035940 0.011050 0.090037 0.031373 0.053546 Expected Total MS Cnt: 1.08235 Backgound Scale: 1.07815. ITERATION NUMBER 245. Current Log-Posterior: 165028 Step Size: -294892.9573 Smoothing Hyper-parameters: 0.060691 0.032464 0.112888 0.096402 0.076504 0.027092 0.086576 Expected Total MS Cnt: 2.96813 Backgound Scale: 1.06106. ITERATION NUMBER 246. Current Log-Posterior: 309603 Step Size: 144574.9614 Smoothing Hyper-parameters: 0.077224 0.065875 0.129074 0.032971 0.050673 0.094007 0.083853 Expected Total MS Cnt: 1.18828 Backgound Scale: 1.07622. ITERATION NUMBER 247. Current Log-Posterior: 219142 Step Size: -90460.69171 Smoothing Hyper-parameters: 0.038729 0.059296 0.125468 0.079164 0.046935 0.052140 0.063331 Expected Total MS Cnt: 4.80311 Backgound Scale: 1.06197. ITERATION NUMBER 248. Current Log-Posterior: 380310 Step Size: 161167.5196 Smoothing Hyper-parameters: 0.115790 0.038302 0.061114 0.014066 0.062479 0.055545 0.115171 Expected Total MS Cnt: 4.17837 Backgound Scale: 1.06978. ITERATION NUMBER 249. Current Log-Posterior: 213412 Step Size: -166897.4826 Smoothing Hyper-parameters: 0.105403 0.097281 0.095887 0.035166 0.024714 0.063322 0.089646 Expected Total MS Cnt: 2.11684 Backgound Scale: 1.0616. ITERATION NUMBER 250. Current Log-Posterior: 166095 Step Size: -47317.79106 Smoothing Hyper-parameters: 0.020697 0.121883 0.041376 0.097614 0.115748 0.067108 0.081282 Expected Total MS Cnt: 0.202961 Backgound Scale: 1.07252. ITERATION NUMBER 251. Current Log-Posterior: 639370 Step Size: 473275.6962 Smoothing Hyper-parameters: 0.085430 0.041610 0.190053 0.088552 0.059941 0.035495 0.108522 Expected Total MS Cnt: 0.127168 Backgound Scale: 1.08862. ITERATION NUMBER 252. Current Log-Posterior: 225243 Step Size: -414127.2081 Smoothing Hyper-parameters: 0.075393 0.063523 0.100237 0.135776 0.071123 0.135634 0.113978 Expected Total MS Cnt: 0.215717 Backgound Scale: 1.08059. ITERATION NUMBER 253. Current Log-Posterior: 221089 Step Size: -4154.500817 Smoothing Hyper-parameters: 0.075342 0.058623 0.071667 0.057166 0.006014 0.056991 0.043584 Expected Total MS Cnt: 0.0333494 Backgound Scale: 1.06664. ITERATION NUMBER 254. Current Log-Posterior: 236918 Step Size: 15828.98842 Smoothing Hyper-parameters: 0.130157 0.110570 0.123726 0.083514 0.082769 0.031346 0.022699 Expected Total MS Cnt: 0.356363 Backgound Scale: 1.08352. ITERATION NUMBER 255. Current Log-Posterior: 133982 Step Size: -102935.3694 Smoothing Hyper-parameters: 0.043054 0.065345 0.044819 0.037668 0.047594 0.065918 0.018319 Expected Total MS Cnt: 0.499015 Backgound Scale: 1.071. ITERATION NUMBER 256. Current Log-Posterior: 356973 Step Size: 222990.3169 Smoothing Hyper-parameters: 0.085920 0.065110 0.183383 0.086604 0.066942 0.088996 0.157661 Expected Total MS Cnt: 1.01156 Backgound Scale: 1.085. ITERATION NUMBER 257. Current Log-Posterior: 201252 Step Size: -155720.1943 Smoothing Hyper-parameters: 0.136190 0.124691 0.018684 0.087819 0.073878 0.073222 0.063480 Expected Total MS Cnt: 1.32095 Backgound Scale: 1.07153. ITERATION NUMBER 258. Current Log-Posterior: 160637 Step Size: -40615.20771 Smoothing Hyper-parameters: 0.063308 0.051826 0.044077 0.058107 0.021850 0.084710 0.043654 Expected Total MS Cnt: 0.300994 Backgound Scale: 1.06894. ITERATION NUMBER 259. Current Log-Posterior: 275889 Step Size: 115252.2746 Smoothing Hyper-parameters: 0.052067 0.078165 0.056703 0.093474 0.041928 0.055776 0.076966 Expected Total MS Cnt: 0.0219887 Backgound Scale: 1.06215. ITERATION NUMBER 260. Current Log-Posterior: 292275 Step Size: 16385.3544 Smoothing Hyper-parameters: 0.105341 0.028068 0.142237 0.102271 0.029775 0.030723 0.079945 Expected Total MS Cnt: 1.30056 Backgound Scale: 1.06529. ITERATION NUMBER 261. Current Log-Posterior: 235844 Step Size: -56430.31632 Smoothing Hyper-parameters: 0.120298 0.090375 0.053698 0.005556 0.096785 0.045406 0.122606 Expected Total MS Cnt: 0.760179 Backgound Scale: 1.07579. ITERATION NUMBER 262. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.062999 0.084317 0.058414 0.041443 0.123968 0.102573 0.115059 Expected Total MS Cnt: 2.66293 Backgound Scale: 1.07684. ITERATION NUMBER 263. Current Log-Posterior: 252545 Step Size: -inf Smoothing Hyper-parameters: 0.120248 0.032154 0.099135 0.065037 0.104830 0.067840 0.080219 Expected Total MS Cnt: 3.28209 Backgound Scale: 1.07678. ITERATION NUMBER 264. Current Log-Posterior: 209897 Step Size: -42647.37511 Smoothing Hyper-parameters: 0.017811 0.102511 0.062594 0.039012 0.051128 0.039757 0.036824 Expected Total MS Cnt: 2.82776 Backgound Scale: 1.05829. ITERATION NUMBER 265. Current Log-Posterior: 732737 Step Size: 522839.5045 Smoothing Hyper-parameters: 0.098845 0.096311 0.120174 0.058609 0.048703 0.026539 0.039508 Expected Total MS Cnt: 1.68119 Backgound Scale: 1.06603. ITERATION NUMBER 266. Current Log-Posterior: 167796 Step Size: -564941.2654 Smoothing Hyper-parameters: 0.114212 0.166936 0.034419 0.082211 0.035536 0.064207 0.043271 Expected Total MS Cnt: 1.54747 Backgound Scale: 1.06951. ITERATION NUMBER 267. Current Log-Posterior: 151817 Step Size: -15978.83176 Smoothing Hyper-parameters: 0.097801 0.031860 0.040919 0.067408 0.105454 0.025879 0.148557 Expected Total MS Cnt: 4.31645 Backgound Scale: 1.0598. ITERATION NUMBER 268. Current Log-Posterior: 246431 Step Size: 94613.76782 Smoothing Hyper-parameters: 0.050081 0.034066 0.066607 0.123227 0.102138 0.058978 0.042317 Expected Total MS Cnt: 2.62275 Backgound Scale: 1.07414. ITERATION NUMBER 269. Current Log-Posterior: 351222 Step Size: 104791.1621 Smoothing Hyper-parameters: 0.069460 0.019798 0.061941 0.044806 0.125108 0.145369 0.130985 Expected Total MS Cnt: 7.52464 Backgound Scale: 1.0634. ITERATION NUMBER 270. Current Log-Posterior: 353248 Step Size: 2026.027386 Smoothing Hyper-parameters: 0.058691 0.108876 0.100720 0.081269 0.005008 0.120328 0.050742 Expected Total MS Cnt: 1.31811 Backgound Scale: 1.06103. ITERATION NUMBER 271. Current Log-Posterior: 253689 Step Size: -99558.99791 Smoothing Hyper-parameters: 0.075236 0.027586 0.106995 0.099860 0.103677 0.009330 0.046323 Expected Total MS Cnt: 1.74278 Backgound Scale: 1.08184. ITERATION NUMBER 272. Current Log-Posterior: 285447 Step Size: 31757.74608 Smoothing Hyper-parameters: 0.087076 0.046291 0.044799 0.045145 0.029678 0.057268 0.069559 Expected Total MS Cnt: 0.839504 Backgound Scale: 1.07769. ITERATION NUMBER 273. Current Log-Posterior: 232250 Step Size: -53196.75302 Smoothing Hyper-parameters: 0.088550 0.145206 0.060130 0.042014 0.059953 0.090434 0.010423 Expected Total MS Cnt: 1.59851 Backgound Scale: 1.08078. ITERATION NUMBER 274. Current Log-Posterior: 178666 Step Size: -53583.45569 Smoothing Hyper-parameters: 0.049778 0.121577 0.047107 0.061061 0.060773 0.083925 0.041859 Expected Total MS Cnt: 0.633225 Backgound Scale: 1.07667. ITERATION NUMBER 275. Current Log-Posterior: 289730 Step Size: 111063.3805 Smoothing Hyper-parameters: 0.106596 0.107220 0.098273 0.045730 0.103909 0.095536 0.022110 Expected Total MS Cnt: 1.85627 Backgound Scale: 1.06872. ITERATION NUMBER 276. Current Log-Posterior: 157411 Step Size: -132318.4598 Smoothing Hyper-parameters: 0.055078 0.064533 0.126214 0.076163 0.080161 0.080258 0.008310 Expected Total MS Cnt: 0.354208 Backgound Scale: 1.07191. ITERATION NUMBER 277. Current Log-Posterior: 279352 Step Size: 121940.5361 Smoothing Hyper-parameters: 0.103718 0.094598 0.077726 0.058818 0.113994 0.080039 0.044708 Expected Total MS Cnt: 1.33595 Backgound Scale: 1.05771. ITERATION NUMBER 278. Current Log-Posterior: 165370 Step Size: -113981.5517 Smoothing Hyper-parameters: 0.119701 0.102068 0.063822 0.084387 0.089162 0.148365 0.096806 Expected Total MS Cnt: 3.39204 Backgound Scale: 1.07618. ITERATION NUMBER 279. Current Log-Posterior: 150450 Step Size: -14920.55279 Smoothing Hyper-parameters: 0.043795 0.018976 0.048292 0.010759 0.022299 0.058313 0.049870 Expected Total MS Cnt: 1.90949 Backgound Scale: 1.06498. ITERATION NUMBER 280. Current Log-Posterior: 476001 Step Size: 325551.6451 Smoothing Hyper-parameters: 0.078925 0.034967 0.138437 0.054891 0.129387 0.113204 0.031254 Expected Total MS Cnt: 2.56316 Backgound Scale: 1.06808. ITERATION NUMBER 281. Current Log-Posterior: 250337 Step Size: -225664.3919 Smoothing Hyper-parameters: 0.154980 0.017620 0.106139 0.091230 0.050340 0.064731 0.081093 Expected Total MS Cnt: 2.68155 Backgound Scale: 1.08868. ITERATION NUMBER 282. Current Log-Posterior: 263447 Step Size: 13110.5122 Smoothing Hyper-parameters: 0.063509 0.063657 0.010161 0.036323 0.052463 0.087396 0.096692 Expected Total MS Cnt: 3.9075 Backgound Scale: 1.06222. ITERATION NUMBER 283. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.089357 0.065434 0.056829 0.081174 0.144998 0.055886 0.046565 Expected Total MS Cnt: 3.19353 Backgound Scale: 1.08818. ITERATION NUMBER 284. Current Log-Posterior: 203838 Step Size: -inf Smoothing Hyper-parameters: 0.040884 0.075523 0.071574 0.083346 0.038820 0.079783 0.058219 Expected Total MS Cnt: 2.58259 Backgound Scale: 1.06634. ITERATION NUMBER 285. Current Log-Posterior: 351657 Step Size: 147819.5024 Smoothing Hyper-parameters: 0.015761 0.148729 0.029917 0.105721 0.050667 0.088902 0.044965 Expected Total MS Cnt: 4.40484 Backgound Scale: 1.08025. ITERATION NUMBER 286. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.044058 0.048695 0.135803 0.067678 0.028619 0.030398 0.072564 Expected Total MS Cnt: 8.70736 Backgound Scale: 1.07759. ITERATION NUMBER 287. Current Log-Posterior: 351264 Step Size: -inf Smoothing Hyper-parameters: 0.043457 0.048896 0.080657 0.091922 0.020382 0.024739 0.106609 Expected Total MS Cnt: 0.921069 Backgound Scale: 1.0831. ITERATION NUMBER 288. Current Log-Posterior: 357163 Step Size: 5899.457905 Smoothing Hyper-parameters: 0.073990 0.041322 0.077404 0.087056 0.063924 0.085194 0.141396 Expected Total MS Cnt: 2.03756 Backgound Scale: 1.06884. ITERATION NUMBER 289. Current Log-Posterior: 255228 Step Size: -101935.0918 Smoothing Hyper-parameters: 0.045272 0.112734 0.082368 0.066722 0.048443 0.100061 0.101400 Expected Total MS Cnt: 2.9233 Backgound Scale: 1.06981. ITERATION NUMBER 290. Current Log-Posterior: 308837 Step Size: 53608.59316 Smoothing Hyper-parameters: 0.092723 0.043430 0.062852 0.112548 0.084528 0.075942 0.097059 Expected Total MS Cnt: 6.00354 Backgound Scale: 1.06773. ITERATION NUMBER 291. Current Log-Posterior: 215866 Step Size: -92970.59988 Smoothing Hyper-parameters: 0.101196 0.083942 0.112756 0.042484 0.083688 0.060180 0.061895 Expected Total MS Cnt: 1.40015 Backgound Scale: 1.0545. ITERATION NUMBER 292. Current Log-Posterior: 171678 Step Size: -44188.58825 Smoothing Hyper-parameters: 0.013159 0.015186 0.089178 0.033046 0.023278 0.169804 0.031470 Expected Total MS Cnt: 0.586686 Backgound Scale: 1.078. ITERATION NUMBER 293. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.045538 0.041757 0.044215 0.040997 0.055868 0.046092 0.087410 Expected Total MS Cnt: 1.97803 Backgound Scale: 1.06549. ITERATION NUMBER 294. Current Log-Posterior: 363178 Step Size: -inf Smoothing Hyper-parameters: 0.060960 0.090190 0.006097 0.085542 0.035641 0.057133 0.125658 Expected Total MS Cnt: 0.114092 Backgound Scale: 1.08022. ITERATION NUMBER 295. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.030348 0.060568 0.110223 0.138769 0.078688 0.043174 0.089790 Expected Total MS Cnt: 0.715188 Backgound Scale: 1.06127. ITERATION NUMBER 296. Current Log-Posterior: 461782 Step Size: -inf Smoothing Hyper-parameters: 0.068594 0.143014 0.077930 0.061645 0.075300 0.103705 0.024099 Expected Total MS Cnt: 1.48917 Backgound Scale: 1.07616. ITERATION NUMBER 297. Current Log-Posterior: 214027 Step Size: -247755.14 Smoothing Hyper-parameters: 0.057765 0.105717 0.092155 0.074316 0.116851 0.136226 0.096306 Expected Total MS Cnt: 1.78557 Backgound Scale: 1.06318. ITERATION NUMBER 298. Current Log-Posterior: 249745 Step Size: 35717.71006 Smoothing Hyper-parameters: 0.066037 0.111688 0.039369 0.060874 0.025660 0.051936 0.093594 Expected Total MS Cnt: 1.12824 Backgound Scale: 1.06476. ITERATION NUMBER 299. Current Log-Posterior: 237401 Step Size: -12344.35048 Smoothing Hyper-parameters: 0.105134 0.025717 0.070756 0.105547 0.044153 0.085577 0.041402 Expected Total MS Cnt: 0.867259 Backgound Scale: 1.06102. ITERATION NUMBER 300. Current Log-Posterior: 247227 Step Size: 9825.977533 Smoothing Hyper-parameters: 0.072594 0.083184 0.070925 0.101502 0.012628 0.022753 0.067784 Expected Total MS Cnt: 0.202577 Backgound Scale: 1.05423. ITERATION NUMBER 301. Current Log-Posterior: 220142 Step Size: -27085.06649 Smoothing Hyper-parameters: 0.111812 0.041746 0.081430 0.085830 0.062705 0.013651 0.082290 Expected Total MS Cnt: 0.11155 Backgound Scale: 1.04834. ITERATION NUMBER 302. Current Log-Posterior: 200591 Step Size: -19550.11727 Smoothing Hyper-parameters: 0.107970 0.031820 0.100897 0.129141 0.072128 0.108730 0.077471 Expected Total MS Cnt: 2.2462 Backgound Scale: 1.08124. ITERATION NUMBER 303. Current Log-Posterior: 221327 Step Size: 20735.64927 Smoothing Hyper-parameters: 0.089880 0.070048 0.054396 0.075740 0.062340 0.025035 0.064733 Expected Total MS Cnt: 2.10812 Backgound Scale: 1.0709. ITERATION NUMBER 304. Current Log-Posterior: 199831 Step Size: -21496.50744 Smoothing Hyper-parameters: 0.050842 0.062101 0.111362 0.151443 0.138574 0.025670 0.094296 Expected Total MS Cnt: 1.08335 Backgound Scale: 1.05906. ITERATION NUMBER 305. Current Log-Posterior: 296831 Step Size: 97000.21546 Smoothing Hyper-parameters: 0.103776 0.071455 0.027695 0.079290 0.074731 0.059917 0.060773 Expected Total MS Cnt: 4.56813 Backgound Scale: 1.07189. ITERATION NUMBER 306. Current Log-Posterior: 196085 Step Size: -100745.9023 Smoothing Hyper-parameters: 0.111061 0.023400 0.035380 0.108637 0.086251 0.131589 0.133570 Expected Total MS Cnt: 7.00657 Backgound Scale: 1.0767. ITERATION NUMBER 307. Current Log-Posterior: 263881 Step Size: 67796.00026 Smoothing Hyper-parameters: 0.121804 0.049482 0.030983 0.023142 0.066916 0.154050 0.135797 Expected Total MS Cnt: 2.67518 Backgound Scale: 1.05455. ITERATION NUMBER 308. Current Log-Posterior: 196474 Step Size: -67406.90081 Smoothing Hyper-parameters: 0.130410 0.085322 0.081965 0.081235 0.089724 0.037824 0.154269 Expected Total MS Cnt: 2.07886 Backgound Scale: 1.07947. ITERATION NUMBER 309. Current Log-Posterior: 146796 Step Size: -49678.36876 Smoothing Hyper-parameters: 0.015926 0.014413 0.034813 0.065885 0.100726 0.080329 0.088760 Expected Total MS Cnt: 2.13929 Backgound Scale: 1.06434. ITERATION NUMBER 310. Current Log-Posterior: 1.02216e+06 Step Size: 875369.2718 Smoothing Hyper-parameters: 0.047087 0.048557 0.105334 0.178514 0.013958 0.068933 0.057259 Expected Total MS Cnt: 0.626617 Backgound Scale: 1.07083. ITERATION NUMBER 311. Current Log-Posterior: 336212 Step Size: -685953.2397 Smoothing Hyper-parameters: 0.077945 0.060276 0.015509 0.061824 0.018652 0.099250 0.008886 Expected Total MS Cnt: 1.22434 Backgound Scale: 1.07342. ITERATION NUMBER 312. Current Log-Posterior: 260295 Step Size: -75916.78017 Smoothing Hyper-parameters: 0.088794 0.059604 0.094135 0.107427 0.090148 0.135933 0.045491 Expected Total MS Cnt: 0.920392 Backgound Scale: 1.06227. ITERATION NUMBER 313. Current Log-Posterior: 200262 Step Size: -60032.56443 Smoothing Hyper-parameters: 0.066943 0.069269 0.084963 0.122724 0.087313 0.061557 0.069797 Expected Total MS Cnt: 0.41961 Backgound Scale: 1.05815. ITERATION NUMBER 314. Current Log-Posterior: 239734 Step Size: 39471.60573 Smoothing Hyper-parameters: 0.154497 0.113093 0.142494 0.012997 0.084273 0.044686 0.030924 Expected Total MS Cnt: 3.79772 Backgound Scale: 1.07218. ITERATION NUMBER 315. Current Log-Posterior: 132746 Step Size: -106988.1126 Smoothing Hyper-parameters: 0.017384 0.101328 0.040745 0.108640 0.016754 0.012421 0.073144 Expected Total MS Cnt: 4.73201 Backgound Scale: 1.068. ITERATION NUMBER 316. Current Log-Posterior: 743660 Step Size: 610914.5467 Smoothing Hyper-parameters: 0.114306 0.087582 0.109587 0.032236 0.042370 0.047225 0.061734 Expected Total MS Cnt: 5.08745 Backgound Scale: 1.06414. ITERATION NUMBER 317. Current Log-Posterior: 157824 Step Size: -585836.4862 Smoothing Hyper-parameters: 0.096419 0.130295 0.112009 0.086900 0.076037 0.095218 0.061376 Expected Total MS Cnt: 2.76675 Backgound Scale: 1.05821. ITERATION NUMBER 318. Current Log-Posterior: 162907 Step Size: 5083.293155 Smoothing Hyper-parameters: 0.021120 0.064481 0.029016 0.126371 0.144052 0.051641 0.045112 Expected Total MS Cnt: 3.95214 Backgound Scale: 1.07597. ITERATION NUMBER 319. Current Log-Posterior: 662472 Step Size: 499564.7595 Smoothing Hyper-parameters: 0.129678 0.096694 0.044157 0.039123 0.107886 0.063116 0.114567 Expected Total MS Cnt: 5.89184 Backgound Scale: 1.06401. ITERATION NUMBER 320. Current Log-Posterior: 149978 Step Size: -512493.6734 Smoothing Hyper-parameters: 0.090289 0.107080 0.095535 0.109343 0.100933 0.129401 0.112061 Expected Total MS Cnt: 2.95066 Backgound Scale: 1.06746. ITERATION NUMBER 321. Current Log-Posterior: 177980 Step Size: 28001.401 Smoothing Hyper-parameters: 0.128232 0.051180 0.053632 0.059204 0.104001 0.047695 0.053917 Expected Total MS Cnt: 2.07921 Backgound Scale: 1.08186. ITERATION NUMBER 322. Current Log-Posterior: 174138 Step Size: -3841.940886 Smoothing Hyper-parameters: 0.013034 0.085504 0.102606 0.118526 0.013581 0.083263 0.035307 Expected Total MS Cnt: 4.86911 Backgound Scale: 1.04671. ITERATION NUMBER 323. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.036352 0.081526 0.115108 0.095822 0.064264 0.070303 0.088342 Expected Total MS Cnt: 7.32114 Backgound Scale: 1.07861. ITERATION NUMBER 324. Current Log-Posterior: 385719 Step Size: -inf Smoothing Hyper-parameters: 0.086146 0.013759 0.075043 0.042644 0.122856 0.024518 0.039757 Expected Total MS Cnt: 9.03282 Backgound Scale: 1.06871. ITERATION NUMBER 325. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.053528 0.079295 0.076011 0.055906 0.043713 0.016771 0.104803 Expected Total MS Cnt: 16.4366 Backgound Scale: 1.06662. ITERATION NUMBER 326. Current Log-Posterior: 285742 Step Size: -inf Smoothing Hyper-parameters: 0.143731 0.119863 0.169394 0.108239 0.022654 0.102138 0.056519 Expected Total MS Cnt: 19.5745 Backgound Scale: 1.04732. ITERATION NUMBER 327. Current Log-Posterior: 121610 Step Size: -164132.3317 Smoothing Hyper-parameters: 0.068344 0.125288 0.108802 0.060514 0.085056 0.063639 0.110374 Expected Total MS Cnt: 10.5006 Backgound Scale: 1.06137. ITERATION NUMBER 328. Current Log-Posterior: 213419 Step Size: 91809.54934 Smoothing Hyper-parameters: 0.063305 0.064688 0.087253 0.079679 0.076662 0.101793 0.038913 Expected Total MS Cnt: 10.2168 Backgound Scale: 1.06814. ITERATION NUMBER 329. Current Log-Posterior: 251716 Step Size: 38296.88722 Smoothing Hyper-parameters: 0.105326 0.079931 0.106296 0.111227 0.047127 0.028863 0.059845 Expected Total MS Cnt: 7.53318 Backgound Scale: 1.06098. ITERATION NUMBER 330. Current Log-Posterior: 167212 Step Size: -84503.79459 Smoothing Hyper-parameters: 0.085165 0.131262 0.054283 0.114792 0.037665 0.124375 0.134806 Expected Total MS Cnt: 12.0995 Backgound Scale: 1.06904. ITERATION NUMBER 331. Current Log-Posterior: 186010 Step Size: 18797.58694 Smoothing Hyper-parameters: 0.045129 0.067130 0.070702 0.089824 0.096740 0.060815 0.092301 Expected Total MS Cnt: 13.4891 Backgound Scale: 1.0823. ITERATION NUMBER 332. Current Log-Posterior: 329288 Step Size: 143278.3118 Smoothing Hyper-parameters: 0.069134 0.093923 0.044448 0.069448 0.091004 0.148889 0.063713 Expected Total MS Cnt: 9.48087 Backgound Scale: 1.0672. ITERATION NUMBER 333. Current Log-Posterior: 230868 Step Size: -98420.00778 Smoothing Hyper-parameters: 0.033311 0.064702 0.091139 0.079565 0.043667 0.168482 0.045645 Expected Total MS Cnt: 7.08422 Backgound Scale: 1.06961. ITERATION NUMBER 334. Current Log-Posterior: 425437 Step Size: 194568.8982 Smoothing Hyper-parameters: 0.097523 0.111091 0.085503 0.049118 0.142223 0.081967 0.063889 Expected Total MS Cnt: 4.22529 Backgound Scale: 1.06766. ITERATION NUMBER 335. Current Log-Posterior: 165538 Step Size: -259898.5564 Smoothing Hyper-parameters: 0.092021 0.085528 0.095415 0.072073 0.065758 0.120533 0.103283 Expected Total MS Cnt: 4.30367 Backgound Scale: 1.08244. ITERATION NUMBER 336. Current Log-Posterior: 181810 Step Size: 16271.33266 Smoothing Hyper-parameters: 0.052681 0.030904 0.137839 0.033598 0.042800 0.068578 0.056463 Expected Total MS Cnt: 4.23789 Backgound Scale: 1.05422. ITERATION NUMBER 337. Current Log-Posterior: 341487 Step Size: 159677.041 Smoothing Hyper-parameters: 0.049850 0.067482 0.120546 0.048264 0.065771 0.115603 0.053228 Expected Total MS Cnt: 4.02586 Backgound Scale: 1.07046. ITERATION NUMBER 338. Current Log-Posterior: 304801 Step Size: -36685.88328 Smoothing Hyper-parameters: 0.034380 0.049360 0.106862 0.064670 0.033787 0.075653 0.080099 Expected Total MS Cnt: 4.42113 Backgound Scale: 1.0764. ITERATION NUMBER 339. Current Log-Posterior: 424941 Step Size: 120139.8463 Smoothing Hyper-parameters: 0.082679 0.114358 0.052272 0.127322 0.065286 0.104594 0.094774 Expected Total MS Cnt: 15.7844 Backgound Scale: 1.0716. ITERATION NUMBER 340. Current Log-Posterior: 193238 Step Size: -231702.7959 Smoothing Hyper-parameters: 0.079077 0.070868 0.050901 0.101876 0.033060 0.082233 0.058575 Expected Total MS Cnt: 11.7042 Backgound Scale: 1.06137. ITERATION NUMBER 341. Current Log-Posterior: 217492 Step Size: 24253.68333 Smoothing Hyper-parameters: 0.066164 0.129743 0.059745 0.071395 0.101015 0.062092 0.068454 Expected Total MS Cnt: 12.0724 Backgound Scale: 1.06772. ITERATION NUMBER 342. Current Log-Posterior: 225529 Step Size: 8037.458608 Smoothing Hyper-parameters: 0.094779 0.106567 0.109029 0.045868 0.116322 0.091240 0.057153 Expected Total MS Cnt: 5.83683 Backgound Scale: 1.07798. ITERATION NUMBER 343. Current Log-Posterior: 171614 Step Size: -53915.28211 Smoothing Hyper-parameters: 0.095338 0.067055 0.041618 0.102497 0.005166 0.032172 0.032082 Expected Total MS Cnt: 3.95409 Backgound Scale: 1.06942. ITERATION NUMBER 344. Current Log-Posterior: 200915 Step Size: 29301.51944 Smoothing Hyper-parameters: 0.085326 0.073036 0.110050 0.089189 0.088548 0.115811 0.045960 Expected Total MS Cnt: 4.38251 Backgound Scale: 1.07082. ITERATION NUMBER 345. Current Log-Posterior: 196843 Step Size: -4072.568633 Smoothing Hyper-parameters: 0.049360 0.038198 0.081726 0.014633 0.082438 0.010962 0.122276 Expected Total MS Cnt: 1.89999 Backgound Scale: 1.07963. ITERATION NUMBER 346. Current Log-Posterior: 347480 Step Size: 150637.6014 Smoothing Hyper-parameters: 0.088706 0.005293 0.086625 0.112864 0.102949 0.055589 0.059072 Expected Total MS Cnt: 0.787867 Backgound Scale: 1.06646. ITERATION NUMBER 347. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.120719 0.159381 0.099355 0.116298 0.032866 0.071862 0.052122 Expected Total MS Cnt: 3.81749 Backgound Scale: 1.06367. ITERATION NUMBER 348. Current Log-Posterior: 133540 Step Size: -inf Smoothing Hyper-parameters: 0.033033 0.120710 0.035079 0.066924 0.056739 0.077774 0.092442 Expected Total MS Cnt: 1.35827 Backgound Scale: 1.06721. ITERATION NUMBER 349. Current Log-Posterior: 419388 Step Size: 285847.6844 Smoothing Hyper-parameters: 0.023946 0.126784 0.109112 0.047507 0.051332 0.053977 0.042653 Expected Total MS Cnt: 1.2326 Backgound Scale: 1.07036. ITERATION NUMBER 350. Current Log-Posterior: 553619 Step Size: 134231.283 Smoothing Hyper-parameters: 0.076424 0.018431 0.027342 0.023324 0.055917 0.057711 0.032238 Expected Total MS Cnt: 1.14351 Backgound Scale: 1.0568. ITERATION NUMBER 351. Current Log-Posterior: 366177 Step Size: -187442.1859 Smoothing Hyper-parameters: 0.085224 0.117702 0.065721 0.067830 0.040925 0.043532 0.059924 Expected Total MS Cnt: 0.430624 Backgound Scale: 1.07003. ITERATION NUMBER 352. Current Log-Posterior: 187134 Step Size: -179043.3316 Smoothing Hyper-parameters: 0.047497 0.074969 0.080483 0.060152 0.084983 0.114337 0.070582 Expected Total MS Cnt: 1.22993 Backgound Scale: 1.07845. ITERATION NUMBER 353. Current Log-Posterior: 311443 Step Size: 124308.9475 Smoothing Hyper-parameters: 0.135935 0.032766 0.095146 0.030522 0.075013 0.025994 0.110668 Expected Total MS Cnt: 2.41625 Backgound Scale: 1.05326. ITERATION NUMBER 354. Current Log-Posterior: 201115 Step Size: -110328.0968 Smoothing Hyper-parameters: 0.017543 0.067485 0.048567 0.094686 0.043120 0.067255 0.122789 Expected Total MS Cnt: 5.46898 Backgound Scale: 1.06781. ITERATION NUMBER 355. Current Log-Posterior: 760145 Step Size: 559030.6673 Smoothing Hyper-parameters: 0.158104 0.106444 0.089562 0.082067 0.068333 0.094898 0.117616 Expected Total MS Cnt: 3.48866 Backgound Scale: 1.07758. ITERATION NUMBER 356. Current Log-Posterior: 120650 Step Size: -639494.8428 Smoothing Hyper-parameters: 0.069893 0.071161 0.024776 0.098570 0.161818 0.102766 0.078148 Expected Total MS Cnt: 1.57774 Backgound Scale: 1.06248. ITERATION NUMBER 357. Current Log-Posterior: 250492 Step Size: 129841.8327 Smoothing Hyper-parameters: 0.039348 0.102599 0.057006 0.046898 0.041290 0.087699 0.050298 Expected Total MS Cnt: 0.815632 Backgound Scale: 1.08808. ITERATION NUMBER 358. Current Log-Posterior: 364525 Step Size: 114032.8358 Smoothing Hyper-parameters: 0.061148 0.047398 0.117916 0.077417 0.051936 0.048523 0.017613 Expected Total MS Cnt: 0.605066 Backgound Scale: 1.05861. ITERATION NUMBER 359. Current Log-Posterior: 279562 Step Size: -84963.46899 Smoothing Hyper-parameters: 0.136155 0.083563 0.119666 0.097348 0.033638 0.061158 0.072268 Expected Total MS Cnt: 0.227622 Backgound Scale: 1.0609. ITERATION NUMBER 360. Current Log-Posterior: 138643 Step Size: -140918.9977 Smoothing Hyper-parameters: 0.062097 0.096731 0.103032 0.088995 0.053430 0.075407 0.057258 Expected Total MS Cnt: 0.134056 Backgound Scale: 1.08769. ITERATION NUMBER 361. Current Log-Posterior: 239881 Step Size: 101238.452 Smoothing Hyper-parameters: 0.118349 0.064121 0.145744 0.027598 0.082902 0.106965 0.081965 Expected Total MS Cnt: 0.00566162 Backgound Scale: 1.05543. ITERATION NUMBER 362. Current Log-Posterior: 166308 Step Size: -73572.66248 Smoothing Hyper-parameters: 0.044807 0.044360 0.107564 0.048674 0.073259 0.050145 0.095309 Expected Total MS Cnt: 1.18311 Backgound Scale: 1.06751. ITERATION NUMBER 363. Current Log-Posterior: 353492 Step Size: 187183.3735 Smoothing Hyper-parameters: 0.092089 0.085873 0.048949 0.015158 0.064244 0.073225 0.035649 Expected Total MS Cnt: 2.06079 Backgound Scale: 1.07906. ITERATION NUMBER 364. Current Log-Posterior: 198970 Step Size: -154521.339 Smoothing Hyper-parameters: 0.060584 0.109399 0.070113 0.051697 0.056546 0.043471 0.075904 Expected Total MS Cnt: 1.21074 Backgound Scale: 1.07026. ITERATION NUMBER 365. Current Log-Posterior: 248341 Step Size: 49370.93587 Smoothing Hyper-parameters: 0.108436 0.064479 0.074365 0.060238 0.069944 0.089898 0.152207 Expected Total MS Cnt: 0.685345 Backgound Scale: 1.07833. ITERATION NUMBER 366. Current Log-Posterior: 176001 Step Size: -72340.18049 Smoothing Hyper-parameters: 0.079621 0.066203 0.056897 0.087264 0.052708 0.043580 0.062212 Expected Total MS Cnt: 0.366935 Backgound Scale: 1.07251. ITERATION NUMBER 367. Current Log-Posterior: 217081 Step Size: 41079.99866 Smoothing Hyper-parameters: 0.042756 0.066851 0.101838 0.111952 0.056748 0.062195 0.035924 Expected Total MS Cnt: 0.580745 Backgound Scale: 1.06631. ITERATION NUMBER 368. Current Log-Posterior: 338776 Step Size: 121695.1297 Smoothing Hyper-parameters: 0.027125 0.113505 0.054871 0.099246 0.122398 0.047832 0.059915 Expected Total MS Cnt: 0.457624 Backgound Scale: 1.08649. ITERATION NUMBER 369. Current Log-Posterior: 496064 Step Size: 157287.2811 Smoothing Hyper-parameters: 0.080523 0.055667 0.087398 0.043141 0.066819 0.063314 0.132109 Expected Total MS Cnt: 2.43378 Backgound Scale: 1.08944. ITERATION NUMBER 370. Current Log-Posterior: 220671 Step Size: -275392.5605 Smoothing Hyper-parameters: 0.145788 0.145107 0.052858 0.055391 0.050110 0.103684 0.094786 Expected Total MS Cnt: 0.982281 Backgound Scale: 1.09634. ITERATION NUMBER 371. Current Log-Posterior: 126725 Step Size: -93945.98382 Smoothing Hyper-parameters: 0.089579 0.030232 0.110076 0.045903 0.061844 0.057339 0.027566 Expected Total MS Cnt: 0.891301 Backgound Scale: 1.06453. ITERATION NUMBER 372. Current Log-Posterior: 251190 Step Size: 124464.6373 Smoothing Hyper-parameters: 0.107957 0.040326 0.069763 0.099338 0.038225 0.073796 0.027316 Expected Total MS Cnt: 0.177539 Backgound Scale: 1.08633. ITERATION NUMBER 373. Current Log-Posterior: 206404 Step Size: -44785.12381 Smoothing Hyper-parameters: 0.055000 0.015587 0.070139 0.084966 0.083118 0.108520 0.090141 Expected Total MS Cnt: 1.70858 Backgound Scale: 1.07539. ITERATION NUMBER 374. Current Log-Posterior: 425648 Step Size: 219243.3408 Smoothing Hyper-parameters: 0.115802 0.050892 0.017323 0.084966 0.041081 0.045632 0.043090 Expected Total MS Cnt: 0.750897 Backgound Scale: 1.083. ITERATION NUMBER 375. Current Log-Posterior: 216529 Step Size: -209118.462 Smoothing Hyper-parameters: 0.094475 0.043372 0.066269 0.027089 0.119222 0.055456 0.122733 Expected Total MS Cnt: 0.0467102 Backgound Scale: 1.0606. ITERATION NUMBER 376. Current Log-Posterior: 218595 Step Size: 2065.572667 Smoothing Hyper-parameters: 0.061969 0.077676 0.066315 0.044175 0.065409 0.127959 0.057678 Expected Total MS Cnt: 0.64352 Backgound Scale: 1.07066. ITERATION NUMBER 377. Current Log-Posterior: 256596 Step Size: 38001.3878 Smoothing Hyper-parameters: 0.105890 0.055759 0.080792 0.035867 0.033536 0.032962 0.113679 Expected Total MS Cnt: 4.71883 Backgound Scale: 1.07304. ITERATION NUMBER 378. Current Log-Posterior: 188359 Step Size: -68237.47315 Smoothing Hyper-parameters: 0.052138 0.062883 0.037003 0.098483 0.055884 0.152255 0.064622 Expected Total MS Cnt: 3.90504 Backgound Scale: 1.07542. ITERATION NUMBER 379. Current Log-Posterior: 306841 Step Size: 118482.1356 Smoothing Hyper-parameters: 0.028175 0.149587 0.140641 0.087448 0.117001 0.010983 0.097402 Expected Total MS Cnt: 2.59326 Backgound Scale: 1.08042. ITERATION NUMBER 380. Current Log-Posterior: 460927 Step Size: 154086.2316 Smoothing Hyper-parameters: 0.054009 0.060723 0.067084 0.064594 0.068501 0.055325 0.030441 Expected Total MS Cnt: 1.64225 Backgound Scale: 1.07947. ITERATION NUMBER 381. Current Log-Posterior: 293831 Step Size: -167095.9672 Smoothing Hyper-parameters: 0.025102 0.069050 0.099905 0.096323 0.029656 0.053338 0.123768 Expected Total MS Cnt: 1.38516 Backgound Scale: 1.06831. ITERATION NUMBER 382. Current Log-Posterior: 540462 Step Size: 246631.1945 Smoothing Hyper-parameters: 0.069296 0.058779 0.089435 0.067552 0.046478 0.119091 0.029874 Expected Total MS Cnt: 0.59726 Backgound Scale: 1.07703. ITERATION NUMBER 383. Current Log-Posterior: 243561 Step Size: -296901.391 Smoothing Hyper-parameters: 0.066716 0.105742 0.018025 0.028986 0.053478 0.063696 0.022203 Expected Total MS Cnt: 4.63915 Backgound Scale: 1.06844. ITERATION NUMBER 384. Current Log-Posterior: 261882 Step Size: 18320.52873 Smoothing Hyper-parameters: 0.032856 0.139912 0.053015 0.123697 0.066659 0.090310 0.079614 Expected Total MS Cnt: 3.95908 Backgound Scale: 1.0706. ITERATION NUMBER 385. Current Log-Posterior: 414972 Step Size: 153090.4607 Smoothing Hyper-parameters: 0.089123 0.087785 0.089139 0.046852 0.012179 0.134411 0.086665 Expected Total MS Cnt: 1.48424 Backgound Scale: 1.07437. ITERATION NUMBER 386. Current Log-Posterior: 191888 Step Size: -223084.0602 Smoothing Hyper-parameters: 0.099221 0.049511 0.143509 0.056009 0.126802 0.001563 0.082992 Expected Total MS Cnt: 0.898869 Backgound Scale: 1.07968. ITERATION NUMBER 387. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.089320 0.093288 0.058438 0.058898 0.136470 0.051081 0.089857 Expected Total MS Cnt: 1.12269 Backgound Scale: 1.07208. ITERATION NUMBER 388. Current Log-Posterior: 190085 Step Size: -inf Smoothing Hyper-parameters: 0.119385 0.073058 0.112437 0.119948 0.032783 0.166288 0.091360 Expected Total MS Cnt: 1.37612 Backgound Scale: 1.0712. ITERATION NUMBER 389. Current Log-Posterior: 155766 Step Size: -34318.65635 Smoothing Hyper-parameters: 0.108612 0.069479 0.144651 0.049003 0.100219 0.061321 0.023529 Expected Total MS Cnt: 2.13029 Backgound Scale: 1.06446. ITERATION NUMBER 390. Current Log-Posterior: 166641 Step Size: 10874.68228 Smoothing Hyper-parameters: 0.056965 0.103868 0.017751 0.085577 0.084029 0.112558 0.142914 Expected Total MS Cnt: 3.46414 Backgound Scale: 1.07571. ITERATION NUMBER 391. Current Log-Posterior: 290698 Step Size: 124057.0963 Smoothing Hyper-parameters: 0.050922 0.050682 0.107592 0.112735 0.086583 0.013927 0.052595 Expected Total MS Cnt: 0.11241 Backgound Scale: 1.07578. ITERATION NUMBER 392. Current Log-Posterior: 310083 Step Size: 19384.97659 Smoothing Hyper-parameters: 0.048469 0.026941 0.050769 0.082226 0.069851 0.064454 0.015432 Expected Total MS Cnt: 1.08221 Backgound Scale: 1.06781. ITERATION NUMBER 393. Current Log-Posterior: 384914 Step Size: 74830.96974 Smoothing Hyper-parameters: 0.029971 0.040380 0.029769 0.100960 0.090537 0.033042 0.163561 Expected Total MS Cnt: 0.0458209 Backgound Scale: 1.06697. ITERATION NUMBER 394. Current Log-Posterior: 513339 Step Size: 128425.1578 Smoothing Hyper-parameters: 0.033931 0.030318 0.035977 0.049718 0.071239 0.118789 0.028348 Expected Total MS Cnt: 3.58997 Backgound Scale: 1.0709. ITERATION NUMBER 395. Current Log-Posterior: 487625 Step Size: -25713.44016 Smoothing Hyper-parameters: 0.101562 0.042962 0.008344 0.097537 0.041917 0.060849 0.022854 Expected Total MS Cnt: 0.0773783 Backgound Scale: 1.06886. ITERATION NUMBER 396. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.018109 0.064175 0.031566 0.061014 0.041436 0.159114 0.069959 Expected Total MS Cnt: 2.55973 Backgound Scale: 1.07769. ITERATION NUMBER 397. Current Log-Posterior: 755099 Step Size: -inf Smoothing Hyper-parameters: 0.070082 0.079616 0.092723 0.073388 0.047203 0.029111 0.093396 Expected Total MS Cnt: 3.74262 Backgound Scale: 1.07462. ITERATION NUMBER 398. Current Log-Posterior: 227597 Step Size: -527502.5327 Smoothing Hyper-parameters: 0.044953 0.083878 0.071301 0.036455 0.049772 0.138841 0.039376 Expected Total MS Cnt: 2.57669 Backgound Scale: 1.08704. ITERATION NUMBER 399. Current Log-Posterior: 328921 Step Size: 101324.1527 Smoothing Hyper-parameters: 0.093033 0.071405 0.020390 0.042260 0.082591 0.060186 0.073659 Expected Total MS Cnt: 3.96638 Backgound Scale: 1.08214. ITERATION NUMBER 400. Current Log-Posterior: 216711 Step Size: -112210.0724 Smoothing Hyper-parameters: 0.112204 0.093453 0.131240 0.046412 0.044161 0.143526 0.117649 Expected Total MS Cnt: 6.73965 Backgound Scale: 1.05868. ITERATION NUMBER 401. Current Log-Posterior: 158170 Step Size: -58541.28669 Smoothing Hyper-parameters: 0.056376 0.092719 0.021041 0.102215 0.031074 0.055736 0.060482 Expected Total MS Cnt: 4.58726 Backgound Scale: 1.07228. ITERATION NUMBER 402. Current Log-Posterior: 287592 Step Size: 129421.9716 Smoothing Hyper-parameters: 0.120182 0.090104 0.131074 0.029218 0.082311 0.082744 0.023938 Expected Total MS Cnt: 3.93674 Backgound Scale: 1.0577. ITERATION NUMBER 403. Current Log-Posterior: 151052 Step Size: -136540.1545 Smoothing Hyper-parameters: 0.099460 0.113996 0.133465 0.073911 0.068879 0.119650 0.054119 Expected Total MS Cnt: 4.9401 Backgound Scale: 1.07962. ITERATION NUMBER 404. Current Log-Posterior: 163105 Step Size: 12053.70754 Smoothing Hyper-parameters: 0.129371 0.094757 0.034565 0.057132 0.059717 0.102155 0.080442 Expected Total MS Cnt: 7.32499 Backgound Scale: 1.05933. ITERATION NUMBER 405. Current Log-Posterior: 156109 Step Size: -6996.024596 Smoothing Hyper-parameters: 0.099146 0.109665 0.062914 0.090821 0.121142 0.059257 0.099807 Expected Total MS Cnt: 6.56181 Backgound Scale: 1.05993. ITERATION NUMBER 406. Current Log-Posterior: 168012 Step Size: 11903.17841 Smoothing Hyper-parameters: 0.074718 0.046801 0.112758 0.043459 0.090594 0.084088 0.009826 Expected Total MS Cnt: 7.39814 Backgound Scale: 1.07888. ITERATION NUMBER 407. Current Log-Posterior: 244363 Step Size: 76350.8277 Smoothing Hyper-parameters: 0.078155 0.130134 0.095318 0.073655 0.041067 0.056745 0.055914 Expected Total MS Cnt: 4.35245 Backgound Scale: 1.07076. ITERATION NUMBER 408. Current Log-Posterior: 193140 Step Size: -51223.07036 Smoothing Hyper-parameters: 0.130324 0.068844 0.120555 0.107809 0.122862 0.053289 0.044586 Expected Total MS Cnt: 9.13905 Backgound Scale: 1.07587. ITERATION NUMBER 409. Current Log-Posterior: 150097 Step Size: -43043.28977 Smoothing Hyper-parameters: 0.105712 0.078871 0.051035 0.004396 0.148338 0.044659 0.044669 Expected Total MS Cnt: 3.40767 Backgound Scale: 1.07368. ITERATION NUMBER 410. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.126303 0.084275 0.067700 0.057989 0.039542 0.091439 0.008706 Expected Total MS Cnt: 6.6835 Backgound Scale: 1.08918. ITERATION NUMBER 411. Current Log-Posterior: 152062 Step Size: -inf Smoothing Hyper-parameters: 0.046245 0.076682 0.037653 0.088070 0.095056 0.018190 0.015916 Expected Total MS Cnt: 0.994952 Backgound Scale: 1.06515. ITERATION NUMBER 412. Current Log-Posterior: 323913 Step Size: 171850.6193 Smoothing Hyper-parameters: 0.100752 0.106950 0.077746 0.066220 0.087149 0.009147 0.051137 Expected Total MS Cnt: 2.32254 Backgound Scale: 1.07012. ITERATION NUMBER 413. Current Log-Posterior: 167726 Step Size: -156187.1631 Smoothing Hyper-parameters: 0.104708 0.116574 0.046627 0.094823 0.102392 0.090523 0.051311 Expected Total MS Cnt: 2.90058 Backgound Scale: 1.0721. ITERATION NUMBER 414. Current Log-Posterior: 163622 Step Size: -4103.871747 Smoothing Hyper-parameters: 0.008036 0.041579 0.090767 0.127804 0.027251 0.067561 0.099336 Expected Total MS Cnt: 3.58631 Backgound Scale: 1.07826. ITERATION NUMBER 415. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.066014 0.061003 0.016010 0.045612 0.069293 0.088925 0.031414 Expected Total MS Cnt: 0.421433 Backgound Scale: 1.07059. ITERATION NUMBER 416. Current Log-Posterior: 288464 Step Size: -inf Smoothing Hyper-parameters: 0.116249 0.044600 0.113117 0.077334 0.075746 0.049506 0.137913 Expected Total MS Cnt: 2.126 Backgound Scale: 1.06092. ITERATION NUMBER 417. Current Log-Posterior: 185654 Step Size: -102809.9072 Smoothing Hyper-parameters: 0.086162 0.093187 0.112383 0.039591 0.089636 0.105479 0.024931 Expected Total MS Cnt: 6.47651 Backgound Scale: 1.06701. ITERATION NUMBER 418. Current Log-Posterior: 188894 Step Size: 3239.349459 Smoothing Hyper-parameters: 0.065331 0.055281 0.102688 0.116001 0.026800 0.075550 0.041439 Expected Total MS Cnt: 1.86811 Backgound Scale: 1.06718. ITERATION NUMBER 419. Current Log-Posterior: 254614 Step Size: 65720.60317 Smoothing Hyper-parameters: 0.068017 0.105578 0.059807 0.087846 0.056584 0.088987 0.101656 Expected Total MS Cnt: 3.3472 Backgound Scale: 1.05924. ITERATION NUMBER 420. Current Log-Posterior: 227284 Step Size: -27329.92249 Smoothing Hyper-parameters: 0.069245 0.098790 0.083570 0.110889 0.119247 0.022602 0.063299 Expected Total MS Cnt: 3.71764 Backgound Scale: 1.06508. ITERATION NUMBER 421. Current Log-Posterior: 219061 Step Size: -8223.816172 Smoothing Hyper-parameters: 0.059532 0.078280 0.105119 0.084294 0.023562 0.066246 0.040536 Expected Total MS Cnt: 2.04181 Backgound Scale: 1.07264. ITERATION NUMBER 422. Current Log-Posterior: 255108 Step Size: 36047.64082 Smoothing Hyper-parameters: 0.045959 0.129539 0.095204 0.101051 0.008093 0.059439 0.074987 Expected Total MS Cnt: 3.6949 Backgound Scale: 1.06509. ITERATION NUMBER 423. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.087623 0.120213 0.078544 0.023293 0.048336 0.099780 0.091048 Expected Total MS Cnt: 2.76169 Backgound Scale: 1.07657. ITERATION NUMBER 424. Current Log-Posterior: 187591 Step Size: -inf Smoothing Hyper-parameters: 0.086370 0.086882 0.079905 0.111345 0.100408 0.119148 0.122094 Expected Total MS Cnt: 5.8085 Backgound Scale: 1.07181. ITERATION NUMBER 425. Current Log-Posterior: 190793 Step Size: 3201.627803 Smoothing Hyper-parameters: 0.138252 0.040947 0.109940 0.118254 0.076583 0.100678 0.063087 Expected Total MS Cnt: 4.4184 Backgound Scale: 1.08033. ITERATION NUMBER 426. Current Log-Posterior: 176418 Step Size: -14374.37454 Smoothing Hyper-parameters: 0.084503 0.039063 0.041676 0.059352 0.078696 0.086955 0.046492 Expected Total MS Cnt: 3.12791 Backgound Scale: 1.06522. ITERATION NUMBER 427. Current Log-Posterior: 251804 Step Size: 75386.00498 Smoothing Hyper-parameters: 0.079531 0.105965 0.079093 0.099690 0.094439 0.145082 0.135882 Expected Total MS Cnt: 3.85443 Backgound Scale: 1.069. ITERATION NUMBER 428. Current Log-Posterior: 195398 Step Size: -56406.53091 Smoothing Hyper-parameters: 0.050042 0.048115 0.070973 0.124423 0.089988 0.036322 0.093340 Expected Total MS Cnt: 3.12273 Backgound Scale: 1.07376. ITERATION NUMBER 429. Current Log-Posterior: 317444 Step Size: 122046.3075 Smoothing Hyper-parameters: 0.085507 0.050999 0.089651 0.057463 0.047572 0.049834 0.094204 Expected Total MS Cnt: 5.96203 Backgound Scale: 1.07797. ITERATION NUMBER 430. Current Log-Posterior: 219557 Step Size: -97887.06012 Smoothing Hyper-parameters: 0.087236 0.122725 0.113797 0.093483 0.074679 0.089731 0.069225 Expected Total MS Cnt: 5.40859 Backgound Scale: 1.06761. ITERATION NUMBER 431. Current Log-Posterior: 176800 Step Size: -42756.80094 Smoothing Hyper-parameters: 0.080821 0.074676 0.049272 0.097575 0.037658 0.043133 0.110826 Expected Total MS Cnt: 6.21189 Backgound Scale: 1.07006. ITERATION NUMBER 432. Current Log-Posterior: 211804 Step Size: 35003.14026 Smoothing Hyper-parameters: 0.064248 0.074712 0.070528 0.079264 0.069427 0.121900 0.093693 Expected Total MS Cnt: 4.97506 Backgound Scale: 1.05874. ITERATION NUMBER 433. Current Log-Posterior: 246314 Step Size: 34510.45158 Smoothing Hyper-parameters: 0.086994 0.045529 0.048697 0.081057 0.103765 0.019962 0.163421 Expected Total MS Cnt: 1.47098 Backgound Scale: 1.05471. ITERATION NUMBER 434. Current Log-Posterior: 230380 Step Size: -15934.10192 Smoothing Hyper-parameters: 0.082652 0.052337 0.070302 0.078831 0.068162 0.139980 0.041325 Expected Total MS Cnt: 0.537244 Backgound Scale: 1.07012. ITERATION NUMBER 435. Current Log-Posterior: 220583 Step Size: -9796.701415 Smoothing Hyper-parameters: 0.042678 0.063538 0.019183 0.035898 0.053567 0.148362 0.039813 Expected Total MS Cnt: 0.151805 Backgound Scale: 1.06783. ITERATION NUMBER 436. Current Log-Posterior: 378483 Step Size: 157899.3317 Smoothing Hyper-parameters: 0.062783 0.042968 0.066705 0.103743 0.048455 0.049437 0.023313 Expected Total MS Cnt: 2.06565 Backgound Scale: 1.0716. ITERATION NUMBER 437. Current Log-Posterior: 280918 Step Size: -97564.3744 Smoothing Hyper-parameters: 0.076251 0.052347 0.060091 0.005171 0.103858 0.156525 0.086157 Expected Total MS Cnt: 1.23097 Backgound Scale: 1.07815. ITERATION NUMBER 438. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.093045 0.058861 0.053275 0.015670 0.057765 0.047562 0.091722 Expected Total MS Cnt: 2.78162 Backgound Scale: 1.05653. ITERATION NUMBER 439. Current Log-Posterior: 210800 Step Size: -inf Smoothing Hyper-parameters: 0.064966 0.042308 0.125322 0.094333 0.055159 0.023173 0.134180 Expected Total MS Cnt: 3.52012 Backgound Scale: 1.06184. ITERATION NUMBER 440. Current Log-Posterior: 268950 Step Size: 58150.10301 Smoothing Hyper-parameters: 0.088731 0.071659 0.038999 0.133995 0.091687 0.003182 0.085565 Expected Total MS Cnt: 2.41031 Backgound Scale: 1.07782. ITERATION NUMBER 441. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.055251 0.053939 0.016720 0.051835 0.050512 0.038635 0.111229 Expected Total MS Cnt: 1.73311 Backgound Scale: 1.08243. ITERATION NUMBER 442. Current Log-Posterior: 327603 Step Size: -inf Smoothing Hyper-parameters: 0.070939 0.073727 0.069635 0.112304 0.059016 0.030009 0.032412 Expected Total MS Cnt: 1.81357 Backgound Scale: 1.08307. ITERATION NUMBER 443. Current Log-Posterior: 227185 Step Size: -100418.2023 Smoothing Hyper-parameters: 0.076717 0.120680 0.119506 0.151391 0.069249 0.109121 0.032053 Expected Total MS Cnt: 3.3411 Backgound Scale: 1.05611. ITERATION NUMBER 444. Current Log-Posterior: 196535 Step Size: -30649.95711 Smoothing Hyper-parameters: 0.080793 0.062139 0.061858 0.088300 0.052417 0.053398 0.083458 Expected Total MS Cnt: 2.96255 Backgound Scale: 1.06062. ITERATION NUMBER 445. Current Log-Posterior: 215837 Step Size: 19301.49359 Smoothing Hyper-parameters: 0.148920 0.112143 0.034487 0.145028 0.103536 0.097085 0.045302 Expected Total MS Cnt: 2.10405 Backgound Scale: 1.0847. ITERATION NUMBER 446. Current Log-Posterior: 135979 Step Size: -79857.56324 Smoothing Hyper-parameters: 0.139359 0.031741 0.044311 0.116196 0.136660 0.154035 0.015839 Expected Total MS Cnt: 1.32065 Backgound Scale: 1.07891. ITERATION NUMBER 447. Current Log-Posterior: 205992 Step Size: 70012.49809 Smoothing Hyper-parameters: 0.074841 0.054378 0.134681 0.047335 0.077272 0.023870 0.047400 Expected Total MS Cnt: 0.355401 Backgound Scale: 1.0635. ITERATION NUMBER 448. Current Log-Posterior: 231552 Step Size: 25560.65623 Smoothing Hyper-parameters: 0.047673 0.088864 0.116589 0.057766 0.102316 0.067178 0.126977 Expected Total MS Cnt: 0.255865 Backgound Scale: 1.0602. ITERATION NUMBER 449. Current Log-Posterior: 300976 Step Size: 69423.48224 Smoothing Hyper-parameters: 0.015859 0.088864 0.093403 0.075241 0.011059 0.082570 0.074924 Expected Total MS Cnt: 0.760428 Backgound Scale: 1.06191. ITERATION NUMBER 450. Current Log-Posterior: 820324 Step Size: 519348.1007 Smoothing Hyper-parameters: 0.091028 0.051815 0.046274 0.077017 0.094423 0.090070 0.079757 Expected Total MS Cnt: 1.06041 Backgound Scale: 1.07687. ITERATION NUMBER 451. Current Log-Posterior: 214413 Step Size: -605911.2129 Smoothing Hyper-parameters: 0.061660 0.068034 0.195347 0.025009 0.045961 0.078602 0.114078 Expected Total MS Cnt: 0.138195 Backgound Scale: 1.07082. ITERATION NUMBER 452. Current Log-Posterior: 253818 Step Size: 39405.46649 Smoothing Hyper-parameters: 0.139192 0.149120 0.135615 0.051713 0.049012 0.116159 0.048384 Expected Total MS Cnt: 0.594465 Backgound Scale: 1.06252. ITERATION NUMBER 453. Current Log-Posterior: 121561 Step Size: -132256.9585 Smoothing Hyper-parameters: 0.089184 0.055979 0.104295 0.057025 0.078128 0.040142 0.023971 Expected Total MS Cnt: 1.35837 Backgound Scale: 1.05431. ITERATION NUMBER 454. Current Log-Posterior: 203745 Step Size: 82184.27805 Smoothing Hyper-parameters: 0.086124 0.096323 0.086031 0.101815 0.148123 0.069324 0.103531 Expected Total MS Cnt: 0.609974 Backgound Scale: 1.05697. ITERATION NUMBER 455. Current Log-Posterior: 189349 Step Size: -14396.02146 Smoothing Hyper-parameters: 0.103620 0.026884 0.038917 0.079856 0.094648 0.106949 0.059396 Expected Total MS Cnt: 2.13547 Backgound Scale: 1.06971. ITERATION NUMBER 456. Current Log-Posterior: 256994 Step Size: 67644.61601 Smoothing Hyper-parameters: 0.081392 0.071115 0.131463 0.117247 0.126964 0.112143 0.067167 Expected Total MS Cnt: 0.983708 Backgound Scale: 1.06437. ITERATION NUMBER 457. Current Log-Posterior: 201772 Step Size: -55221.76794 Smoothing Hyper-parameters: 0.048519 0.081058 0.103811 0.086206 0.089536 0.083354 0.094103 Expected Total MS Cnt: 5.49561 Backgound Scale: 1.07936. ITERATION NUMBER 458. Current Log-Posterior: 302192 Step Size: 100419.3669 Smoothing Hyper-parameters: 0.025608 0.077252 0.099685 0.056870 0.071981 0.008218 0.041478 Expected Total MS Cnt: 3.70898 Backgound Scale: 1.0731. ITERATION NUMBER 459. Current Log-Posterior: 526497 Step Size: 224305.039 Smoothing Hyper-parameters: 0.091707 0.017918 0.108681 0.079547 0.015428 0.046503 0.036490 Expected Total MS Cnt: 3.62092 Backgound Scale: 1.07572. ITERATION NUMBER 460. Current Log-Posterior: 309518 Step Size: -216978.9135 Smoothing Hyper-parameters: 0.014246 0.071924 0.093776 0.118483 0.064694 0.074622 0.084257 Expected Total MS Cnt: 5.17655 Backgound Scale: 1.07149. ITERATION NUMBER 461. Current Log-Posterior: 918895 Step Size: 609377.5355 Smoothing Hyper-parameters: 0.123333 0.112167 0.085625 0.112499 0.088422 0.076634 0.119927 Expected Total MS Cnt: 5.16203 Backgound Scale: 1.06329. ITERATION NUMBER 462. Current Log-Posterior: 140898 Step Size: -777996.9787 Smoothing Hyper-parameters: 0.067900 0.049861 0.088945 0.032307 0.068071 0.062778 0.082781 Expected Total MS Cnt: 10.046 Backgound Scale: 1.04229. ITERATION NUMBER 463. Current Log-Posterior: 261362 Step Size: 120463.3475 Smoothing Hyper-parameters: 0.067164 0.121947 0.069851 0.033286 0.117046 0.103000 0.031944 Expected Total MS Cnt: 9.52985 Backgound Scale: 1.0707. ITERATION NUMBER 464. Current Log-Posterior: 224773 Step Size: -36588.17479 Smoothing Hyper-parameters: 0.040082 0.092195 0.040862 0.040948 0.107730 0.056369 0.050925 Expected Total MS Cnt: 5.61866 Backgound Scale: 1.06866. ITERATION NUMBER 465. Current Log-Posterior: 359876 Step Size: 135102.4799 Smoothing Hyper-parameters: 0.037109 0.033355 0.060061 0.070444 0.029601 0.090969 0.054713 Expected Total MS Cnt: 7.30111 Backgound Scale: 1.07109. ITERATION NUMBER 466. Current Log-Posterior: 435334 Step Size: 75457.64417 Smoothing Hyper-parameters: 0.092398 0.058178 0.148583 0.056918 0.106770 0.018755 0.032974 Expected Total MS Cnt: 4.6357 Backgound Scale: 1.05885. ITERATION NUMBER 467. Current Log-Posterior: 196748 Step Size: -238585.5356 Smoothing Hyper-parameters: 0.017910 0.041023 0.066551 0.093932 0.109946 0.087359 0.151477 Expected Total MS Cnt: 2.86278 Backgound Scale: 1.05738. ITERATION NUMBER 468. Current Log-Posterior: 771552 Step Size: 574804.2129 Smoothing Hyper-parameters: 0.019311 0.019326 0.064241 0.091317 0.050860 0.088946 0.099171 Expected Total MS Cnt: 2.38755 Backgound Scale: 1.08189. ITERATION NUMBER 469. Current Log-Posterior: 805526 Step Size: 33973.76389 Smoothing Hyper-parameters: 0.025660 0.111142 0.137285 0.046844 0.115973 0.058818 0.127572 Expected Total MS Cnt: 1.69524 Backgound Scale: 1.07026. ITERATION NUMBER 470. Current Log-Posterior: 516615 Step Size: -288911.1863 Smoothing Hyper-parameters: 0.049140 0.089828 0.073141 0.120246 0.076499 0.131294 0.101297 Expected Total MS Cnt: 7.78816 Backgound Scale: 1.08367. ITERATION NUMBER 471. Current Log-Posterior: 294471 Step Size: -222143.5885 Smoothing Hyper-parameters: 0.118549 0.109647 0.082440 0.065002 0.035177 0.049397 0.047081 Expected Total MS Cnt: 4.67741 Backgound Scale: 1.07288. ITERATION NUMBER 472. Current Log-Posterior: 149938 Step Size: -144532.7965 Smoothing Hyper-parameters: 0.036621 0.036932 0.095737 0.047460 0.065611 0.130038 0.044915 Expected Total MS Cnt: 10.8639 Backgound Scale: 1.07. ITERATION NUMBER 473. Current Log-Posterior: 428242 Step Size: 278303.5384 Smoothing Hyper-parameters: 0.045474 0.091363 0.126407 0.104469 0.100307 0.040055 0.064830 Expected Total MS Cnt: 4.65363 Backgound Scale: 1.07776. ITERATION NUMBER 474. Current Log-Posterior: 314921 Step Size: -113320.4792 Smoothing Hyper-parameters: 0.006494 0.056330 0.065621 0.129645 0.065060 0.027546 0.025484 Expected Total MS Cnt: 3.71452 Backgound Scale: 1.08385. ITERATION NUMBER 475. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.101266 0.066749 0.078865 0.068945 0.048831 0.068442 0.076999 Expected Total MS Cnt: 1.96205 Backgound Scale: 1.0752. ITERATION NUMBER 476. Current Log-Posterior: 183875 Step Size: -inf Smoothing Hyper-parameters: 0.111027 0.079353 0.074263 0.090872 0.024705 0.106529 0.048024 Expected Total MS Cnt: 0.0197264 Backgound Scale: 1.0643. ITERATION NUMBER 477. Current Log-Posterior: 165725 Step Size: -18150.51517 Smoothing Hyper-parameters: 0.067776 0.055547 0.128888 0.095301 0.111064 0.104005 0.108441 Expected Total MS Cnt: 0.493073 Backgound Scale: 1.06105. ITERATION NUMBER 478. Current Log-Posterior: 243864 Step Size: 78139.72612 Smoothing Hyper-parameters: 0.071954 0.063004 0.111932 0.061298 0.049852 0.065391 0.029277 Expected Total MS Cnt: 1.75262 Backgound Scale: 1.07694. ITERATION NUMBER 479. Current Log-Posterior: 231594 Step Size: -12269.99264 Smoothing Hyper-parameters: 0.062946 0.087631 0.086061 0.109864 0.036600 0.076710 0.043419 Expected Total MS Cnt: 4.0519 Backgound Scale: 1.06497. ITERATION NUMBER 480. Current Log-Posterior: 243574 Step Size: 11979.73174 Smoothing Hyper-parameters: 0.080190 0.102218 0.066391 0.020897 0.015926 0.078257 0.029619 Expected Total MS Cnt: 7.06933 Backgound Scale: 1.07314. ITERATION NUMBER 481. Current Log-Posterior: 208089 Step Size: -35484.92716 Smoothing Hyper-parameters: 0.086903 0.102061 0.065700 0.059871 0.108214 0.051654 0.144730 Expected Total MS Cnt: 5.77489 Backgound Scale: 1.05533. ITERATION NUMBER 482. Current Log-Posterior: 189076 Step Size: -19013.67103 Smoothing Hyper-parameters: 0.100605 0.058771 0.107125 0.165871 0.011004 0.033222 0.095306 Expected Total MS Cnt: 6.54189 Backgound Scale: 1.07049. ITERATION NUMBER 483. Current Log-Posterior: 187489 Step Size: -1586.639812 Smoothing Hyper-parameters: 0.115678 0.035286 0.088388 0.103631 0.065362 0.137267 0.073642 Expected Total MS Cnt: 18.0815 Backgound Scale: 1.04962. ITERATION NUMBER 484. Current Log-Posterior: 203749 Step Size: 16260.33303 Smoothing Hyper-parameters: 0.101780 0.081573 0.061540 0.004468 0.027138 0.067603 0.094041 Expected Total MS Cnt: 10.5635 Backgound Scale: 1.05767. ITERATION NUMBER 485. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.099561 0.077237 0.092497 0.127340 0.117720 0.085297 0.076981 Expected Total MS Cnt: 7.69477 Backgound Scale: 1.08389. ITERATION NUMBER 486. Current Log-Posterior: 174149 Step Size: -inf Smoothing Hyper-parameters: 0.039190 0.001816 0.103091 0.060041 0.122197 0.019277 0.104180 Expected Total MS Cnt: 9.40518 Backgound Scale: 1.06415. ITERATION NUMBER 487. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.080366 0.036583 0.065126 0.113054 0.109980 0.104518 0.020952 Expected Total MS Cnt: 19.0774 Backgound Scale: 1.07448. ITERATION NUMBER 488. Current Log-Posterior: 247915 Step Size: -inf Smoothing Hyper-parameters: 0.081603 0.090714 0.105182 0.031353 0.045875 0.102757 0.027850 Expected Total MS Cnt: 17.8895 Backgound Scale: 1.06613. ITERATION NUMBER 489. Current Log-Posterior: 198135 Step Size: -49780.3154 Smoothing Hyper-parameters: 0.012173 0.036636 0.079147 0.036506 0.044640 0.060038 0.072765 Expected Total MS Cnt: 24.2083 Backgound Scale: 1.07394. ITERATION NUMBER 490. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.048669 0.044191 0.071677 0.114269 0.065068 0.061346 0.067058 Expected Total MS Cnt: 23.6038 Backgound Scale: 1.06787. ITERATION NUMBER 491. Current Log-Posterior: 338890 Step Size: -inf Smoothing Hyper-parameters: 0.042483 0.093356 0.026993 0.027254 0.115263 0.056265 0.070877 Expected Total MS Cnt: 26.7584 Backgound Scale: 1.08883. ITERATION NUMBER 492. Current Log-Posterior: 356735 Step Size: 17845.60962 Smoothing Hyper-parameters: 0.024469 0.093180 0.114009 0.079676 0.105245 0.146516 0.054484 Expected Total MS Cnt: 28.8257 Backgound Scale: 1.05332. ITERATION NUMBER 493. Current Log-Posterior: 535785 Step Size: 179049.5305 Smoothing Hyper-parameters: 0.067500 0.059336 0.091523 0.107673 0.058723 0.014023 0.024680 Expected Total MS Cnt: 24.473 Backgound Scale: 1.07584. ITERATION NUMBER 494. Current Log-Posterior: 246557 Step Size: -289228.1255 Smoothing Hyper-parameters: 0.058023 0.048884 0.007261 0.095719 0.066172 0.061570 0.074385 Expected Total MS Cnt: 14.1135 Backgound Scale: 1.08339. ITERATION NUMBER 495. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.062087 0.083572 0.093969 0.047751 0.061909 0.054344 0.085630 Expected Total MS Cnt: 20.8941 Backgound Scale: 1.07804. ITERATION NUMBER 496. Current Log-Posterior: 245636 Step Size: -inf Smoothing Hyper-parameters: 0.033505 0.099462 0.046798 0.047304 0.035599 0.059683 0.139141 Expected Total MS Cnt: 11.061 Backgound Scale: 1.07755. ITERATION NUMBER 497. Current Log-Posterior: 412002 Step Size: 166366.1938 Smoothing Hyper-parameters: 0.036445 0.099462 0.041317 0.043549 0.076436 0.068062 0.042509 Expected Total MS Cnt: 6.78463 Backgound Scale: 1.06124. ITERATION NUMBER 498. Current Log-Posterior: 391679 Step Size: -20322.61084 Smoothing Hyper-parameters: 0.110275 0.108761 0.035365 0.055671 0.038752 0.075108 0.084209 Expected Total MS Cnt: 13.0087 Backgound Scale: 1.06022. ITERATION NUMBER 499. Current Log-Posterior: 168698 Step Size: -222981.5525 Smoothing Hyper-parameters: 0.069535 0.039704 0.086073 0.084735 0.039273 0.060594 0.058519 Expected Total MS Cnt: 14.1851 Backgound Scale: 1.07433. ITERATION NUMBER 500. Current Log-Posterior: 268111 Step Size: 99412.82153 Smoothing Hyper-parameters: 0.015389 0.074034 0.071770 0.081574 0.084519 0.018499 0.077269 Expected Total MS Cnt: 18.4925 Backgound Scale: 1.06207. ITERATION NUMBER 501. Current Log-Posterior: 848450 Step Size: 580339.8087 Smoothing Hyper-parameters: 0.051259 0.052638 0.071770 0.104207 0.101233 0.077425 0.073705 Expected Total MS Cnt: 19.8497 Backgound Scale: 1.07957. ITERATION NUMBER 502. Current Log-Posterior: 311544 Step Size: -536906.3106 Smoothing Hyper-parameters: 0.049140 0.047645 0.069798 0.018417 0.092218 0.134299 0.039805 Expected Total MS Cnt: 23.6832 Backgound Scale: 1.07462. ITERATION NUMBER 503. Current Log-Posterior: 331853 Step Size: 20309.27986 Smoothing Hyper-parameters: 0.095409 0.101593 0.129469 0.060614 0.064698 0.051301 0.016030 Expected Total MS Cnt: 21.0897 Backgound Scale: 1.06449. ITERATION NUMBER 504. Current Log-Posterior: 167686 Step Size: -164167.1384 Smoothing Hyper-parameters: 0.015546 0.087963 0.059544 0.103623 0.097089 0.089792 0.077935 Expected Total MS Cnt: 26.7484 Backgound Scale: 1.07656. ITERATION NUMBER 505. Current Log-Posterior: 835047 Step Size: 667361.1446 Smoothing Hyper-parameters: 0.048273 0.091988 0.041373 0.137169 0.076566 0.048489 0.094749 Expected Total MS Cnt: 16.568 Backgound Scale: 1.07511. ITERATION NUMBER 506. Current Log-Posterior: 306889 Step Size: -528158.5649 Smoothing Hyper-parameters: 0.106850 0.049995 0.075055 0.110094 0.112358 0.079673 0.007523 Expected Total MS Cnt: 18.3353 Backgound Scale: 1.05549. ITERATION NUMBER 507. Current Log-Posterior: 189478 Step Size: -117411.3052 Smoothing Hyper-parameters: 0.098938 0.039301 0.086279 0.125073 0.088715 0.051101 0.112752 Expected Total MS Cnt: 15.2701 Backgound Scale: 1.05667. ITERATION NUMBER 508. Current Log-Posterior: 213248 Step Size: 23770.44702 Smoothing Hyper-parameters: 0.057197 0.064717 0.089523 0.038702 0.142884 0.022769 0.083404 Expected Total MS Cnt: 14.6542 Backgound Scale: 1.06323. ITERATION NUMBER 509. Current Log-Posterior: 275225 Step Size: 61976.85613 Smoothing Hyper-parameters: 0.076308 0.066636 0.091766 0.046495 0.047207 0.080595 0.047698 Expected Total MS Cnt: 15.8144 Backgound Scale: 1.05511. ITERATION NUMBER 510. Current Log-Posterior: 218649 Step Size: -56575.62092 Smoothing Hyper-parameters: 0.081466 0.082240 0.119592 0.074224 0.128648 0.107119 0.089943 Expected Total MS Cnt: 19.8933 Backgound Scale: 1.08153. ITERATION NUMBER 511. Current Log-Posterior: 196434 Step Size: -22214.76954 Smoothing Hyper-parameters: 0.034831 0.077949 0.032802 0.123011 0.062573 0.067123 0.051634 Expected Total MS Cnt: 16.8468 Backgound Scale: 1.06155. ITERATION NUMBER 512. Current Log-Posterior: 418088 Step Size: 221653.5859 Smoothing Hyper-parameters: 0.081230 0.080725 0.070151 0.151129 0.059068 0.031780 0.082683 Expected Total MS Cnt: 14.1001 Backgound Scale: 1.0545. ITERATION NUMBER 513. Current Log-Posterior: 201069 Step Size: -217019.2925 Smoothing Hyper-parameters: 0.028291 0.049268 0.106593 0.104392 0.081738 0.053010 0.034717 Expected Total MS Cnt: 16.2023 Backgound Scale: 1.07668. ITERATION NUMBER 514. Current Log-Posterior: 505092 Step Size: 304023.7225 Smoothing Hyper-parameters: 0.045262 0.017651 0.082557 0.096088 0.014584 0.112526 0.064092 Expected Total MS Cnt: 17.8073 Backgound Scale: 1.08366. ITERATION NUMBER 515. Current Log-Posterior: 453132 Step Size: -51960.23642 Smoothing Hyper-parameters: 0.060566 0.032673 0.068705 0.076176 0.043649 0.031333 0.072835 Expected Total MS Cnt: 13.8522 Backgound Scale: 1.05735. ITERATION NUMBER 516. Current Log-Posterior: 310317 Step Size: -142815.4065 Smoothing Hyper-parameters: 0.051127 0.071775 0.088517 0.097070 0.040878 0.028548 0.127433 Expected Total MS Cnt: 16.9446 Backgound Scale: 1.06645. ITERATION NUMBER 517. Current Log-Posterior: 294866 Step Size: -15451.10935 Smoothing Hyper-parameters: 0.028881 0.119706 0.086670 0.060936 0.092359 0.093828 0.067979 Expected Total MS Cnt: 12.0181 Backgound Scale: 1.07868. ITERATION NUMBER 518. Current Log-Posterior: 465856 Step Size: 170990.1023 Smoothing Hyper-parameters: 0.125023 0.034892 0.028199 0.084005 0.049429 0.080362 0.117226 Expected Total MS Cnt: 12.5362 Backgound Scale: 1.06001. ITERATION NUMBER 519. Current Log-Posterior: 216848 Step Size: -249008.247 Smoothing Hyper-parameters: 0.076862 0.078502 0.116307 0.087908 0.089071 0.077970 0.117433 Expected Total MS Cnt: 19.9545 Backgound Scale: 1.06843. ITERATION NUMBER 520. Current Log-Posterior: 208136 Step Size: -8711.503199 Smoothing Hyper-parameters: 0.079098 0.079803 0.065373 0.048953 0.106117 0.077436 0.125545 Expected Total MS Cnt: 16.2176 Backgound Scale: 1.06974. ITERATION NUMBER 521. Current Log-Posterior: 211640 Step Size: 3504.017927 Smoothing Hyper-parameters: 0.056056 0.092454 0.139038 0.034997 0.123031 0.075632 0.068069 Expected Total MS Cnt: 12.6552 Backgound Scale: 1.06374. ITERATION NUMBER 522. Current Log-Posterior: 262007 Step Size: 50366.6691 Smoothing Hyper-parameters: 0.109547 0.053565 0.046057 0.025910 0.066434 0.073963 0.079235 Expected Total MS Cnt: 17.1513 Backgound Scale: 1.06904. ITERATION NUMBER 523. Current Log-Posterior: 195125 Step Size: -66882.15113 Smoothing Hyper-parameters: 0.127543 0.082292 0.056784 0.106021 0.047206 0.104035 0.125464 Expected Total MS Cnt: 8.25962 Backgound Scale: 1.06721. ITERATION NUMBER 524. Current Log-Posterior: 148595 Step Size: -46530.08912 Smoothing Hyper-parameters: 0.102615 0.051003 0.081736 0.086013 0.062891 0.018843 0.093292 Expected Total MS Cnt: 7.34731 Backgound Scale: 1.07751. ITERATION NUMBER 525. Current Log-Posterior: 193254 Step Size: 44658.98231 Smoothing Hyper-parameters: 0.094268 0.102852 0.123202 0.038848 0.062970 0.052425 0.107044 Expected Total MS Cnt: 3.66143 Backgound Scale: 1.0782. ITERATION NUMBER 526. Current Log-Posterior: 171921 Step Size: -21332.02823 Smoothing Hyper-parameters: 0.027370 0.074466 0.083461 0.118204 0.109709 0.092469 0.119418 Expected Total MS Cnt: 11.3963 Backgound Scale: 1.0591. ITERATION NUMBER 527. Current Log-Posterior: 508895 Step Size: 336973.3108 Smoothing Hyper-parameters: 0.061203 0.046809 0.067878 0.038223 0.054777 0.084093 0.100341 Expected Total MS Cnt: 14.5938 Backgound Scale: 1.06612. ITERATION NUMBER 528. Current Log-Posterior: 279897 Step Size: -228997.4203 Smoothing Hyper-parameters: 0.062387 0.048114 0.043196 0.016066 0.099605 0.094850 0.085120 Expected Total MS Cnt: 9.89481 Backgound Scale: 1.06272. ITERATION NUMBER 529. Current Log-Posterior: 292479 Step Size: 12581.60067 Smoothing Hyper-parameters: 0.037913 0.062909 0.073910 0.078383 0.127990 0.086355 0.073311 Expected Total MS Cnt: 7.28399 Backgound Scale: 1.0681. ITERATION NUMBER 530. Current Log-Posterior: 386732 Step Size: 94252.90644 Smoothing Hyper-parameters: 0.022313 0.037124 0.146177 0.036152 0.145369 0.029069 0.050431 Expected Total MS Cnt: 9.72019 Backgound Scale: 1.06425. ITERATION NUMBER 531. Current Log-Posterior: 640460 Step Size: 253728.3692 Smoothing Hyper-parameters: 0.043624 0.096605 0.099547 0.086963 0.108484 0.052959 0.071636 Expected Total MS Cnt: 8.53584 Backgound Scale: 1.05836. ITERATION NUMBER 532. Current Log-Posterior: 319418 Step Size: -321042.2661 Smoothing Hyper-parameters: 0.118248 0.087133 0.077382 0.075840 0.034720 0.117842 0.137491 Expected Total MS Cnt: 14.1307 Backgound Scale: 1.06818. ITERATION NUMBER 533. Current Log-Posterior: 153423 Step Size: -165994.5854 Smoothing Hyper-parameters: 0.087329 0.061500 0.078238 0.041327 0.036650 0.009682 0.041330 Expected Total MS Cnt: 7.92787 Backgound Scale: 1.06474. ITERATION NUMBER 534. Current Log-Posterior: 209745 Step Size: 56321.16942 Smoothing Hyper-parameters: 0.036876 0.070962 0.048995 0.061450 0.024384 0.050789 0.063532 Expected Total MS Cnt: 4.78364 Backgound Scale: 1.07372. ITERATION NUMBER 535. Current Log-Posterior: 394213 Step Size: 184468.8767 Smoothing Hyper-parameters: 0.022518 0.138215 0.090498 0.055864 0.050123 0.077669 0.094800 Expected Total MS Cnt: 6.86638 Backgound Scale: 1.08899. ITERATION NUMBER 536. Current Log-Posterior: 580977 Step Size: 186763.3583 Smoothing Hyper-parameters: 0.082692 0.096789 0.114266 0.082234 0.101684 0.068477 0.103158 Expected Total MS Cnt: 7.74581 Backgound Scale: 1.06069. ITERATION NUMBER 537. Current Log-Posterior: 188718 Step Size: -392258.7907 Smoothing Hyper-parameters: 0.124182 0.025819 0.070397 0.142017 0.093368 0.120919 0.007173 Expected Total MS Cnt: 6.77021 Backgound Scale: 1.07589. ITERATION NUMBER 538. Current Log-Posterior: 229324 Step Size: 40606.07536 Smoothing Hyper-parameters: 0.065281 0.107419 0.083343 0.087418 0.025252 0.122368 0.044926 Expected Total MS Cnt: 5.76477 Backgound Scale: 1.06129. ITERATION NUMBER 539. Current Log-Posterior: 230866 Step Size: 1541.783208 Smoothing Hyper-parameters: 0.071465 0.084404 0.086362 0.024657 0.040796 0.071216 0.053151 Expected Total MS Cnt: 7.07056 Backgound Scale: 1.06113. ITERATION NUMBER 540. Current Log-Posterior: 226076 Step Size: -4790.164698 Smoothing Hyper-parameters: 0.067150 0.051874 0.025777 0.089666 0.050283 0.084229 0.118797 Expected Total MS Cnt: 10.481 Backgound Scale: 1.08433. ITERATION NUMBER 541. Current Log-Posterior: 273433 Step Size: 47357.30496 Smoothing Hyper-parameters: 0.053818 0.172864 0.038095 0.027706 0.074819 0.056030 0.046417 Expected Total MS Cnt: 8.65053 Backgound Scale: 1.08606. ITERATION NUMBER 542. Current Log-Posterior: 272657 Step Size: -775.8559403 Smoothing Hyper-parameters: 0.140114 0.088163 0.116652 0.128698 0.021468 0.067065 0.051569 Expected Total MS Cnt: 6.34626 Backgound Scale: 1.05565. ITERATION NUMBER 543. Current Log-Posterior: 134983 Step Size: -137673.6707 Smoothing Hyper-parameters: 0.087409 0.076735 0.045983 0.050876 0.012710 0.081966 0.070240 Expected Total MS Cnt: 8.19618 Backgound Scale: 1.05414. ITERATION NUMBER 544. Current Log-Posterior: 206872 Step Size: 71888.66978 Smoothing Hyper-parameters: 0.058521 0.068033 0.041009 0.134291 0.049791 0.086979 0.101670 Expected Total MS Cnt: 13.1093 Backgound Scale: 1.07583. ITERATION NUMBER 545. Current Log-Posterior: 274981 Step Size: 68108.82012 Smoothing Hyper-parameters: 0.016647 0.116876 0.050448 0.086602 0.081009 0.063946 0.013868 Expected Total MS Cnt: 8.03581 Backgound Scale: 1.07715. ITERATION NUMBER 546. Current Log-Posterior: 796125 Step Size: 521144.0641 Smoothing Hyper-parameters: 0.036871 0.105954 0.028181 0.085492 0.037764 0.086633 0.036868 Expected Total MS Cnt: 9.09325 Backgound Scale: 1.07522. ITERATION NUMBER 547. Current Log-Posterior: 394758 Step Size: -401366.7788 Smoothing Hyper-parameters: 0.058433 0.092591 0.048023 0.066253 0.145195 0.082503 0.114370 Expected Total MS Cnt: 6.72573 Backgound Scale: 1.08264. ITERATION NUMBER 548. Current Log-Posterior: 264157 Step Size: -130600.9588 Smoothing Hyper-parameters: 0.123309 0.095773 0.093122 0.058182 0.117146 0.038161 0.052760 Expected Total MS Cnt: 5.30964 Backgound Scale: 1.0851. ITERATION NUMBER 549. Current Log-Posterior: 145174 Step Size: -118983.1774 Smoothing Hyper-parameters: 0.012730 0.052418 0.052343 0.050549 0.092752 0.070499 0.100039 Expected Total MS Cnt: 6.52297 Backgound Scale: 1.07246. ITERATION NUMBER 550. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.088839 0.038581 0.138035 0.102934 0.052293 0.106951 0.102205 Expected Total MS Cnt: 15.3754 Backgound Scale: 1.06326. ITERATION NUMBER 551. Current Log-Posterior: 227333 Step Size: -inf Smoothing Hyper-parameters: 0.051424 0.109207 0.076974 0.059462 0.058403 0.136353 0.104176 Expected Total MS Cnt: 12.1634 Backgound Scale: 1.06435. ITERATION NUMBER 552. Current Log-Posterior: 279205 Step Size: 51872.53354 Smoothing Hyper-parameters: 0.037896 0.117644 0.045715 0.057284 0.111486 0.082065 0.094414 Expected Total MS Cnt: 14.0709 Backgound Scale: 1.06055. ITERATION NUMBER 553. Current Log-Posterior: 369255 Step Size: 90049.4761 Smoothing Hyper-parameters: 0.092223 0.107554 0.007345 0.123404 0.031395 0.082065 0.071623 Expected Total MS Cnt: 18.7264 Backgound Scale: 1.07057. ITERATION NUMBER 554. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.058782 0.049328 0.105414 0.129260 0.024717 0.105820 0.108768 Expected Total MS Cnt: 12.5982 Backgound Scale: 1.08504. ITERATION NUMBER 555. Current Log-Posterior: 280053 Step Size: -inf Smoothing Hyper-parameters: 0.049104 0.056805 0.070114 0.045187 0.128298 0.052882 0.078510 Expected Total MS Cnt: 16.7742 Backgound Scale: 1.07198. ITERATION NUMBER 556. Current Log-Posterior: 321079 Step Size: 41026.71298 Smoothing Hyper-parameters: 0.058067 0.022252 0.048052 0.038438 0.093597 0.122232 0.067144 Expected Total MS Cnt: 19.1514 Backgound Scale: 1.07293. ITERATION NUMBER 557. Current Log-Posterior: 366789 Step Size: 45709.61942 Smoothing Hyper-parameters: 0.098141 0.040057 0.083864 0.036417 0.011625 0.035858 0.114598 Expected Total MS Cnt: 16.562 Backgound Scale: 1.08225. ITERATION NUMBER 558. Current Log-Posterior: 223257 Step Size: -143531.6458 Smoothing Hyper-parameters: 0.115479 0.074398 0.052776 0.047134 0.046935 0.107923 0.061801 Expected Total MS Cnt: 16.2081 Backgound Scale: 1.06329. ITERATION NUMBER 559. Current Log-Posterior: 169717 Step Size: -53540.36214 Smoothing Hyper-parameters: 0.029525 0.047681 0.090624 0.049996 0.089698 0.077822 0.127644 Expected Total MS Cnt: 15.7749 Backgound Scale: 1.06765. ITERATION NUMBER 560. Current Log-Posterior: 492614 Step Size: 322896.5492 Smoothing Hyper-parameters: 0.089040 0.058055 0.065516 0.074792 0.050757 0.066186 0.098625 Expected Total MS Cnt: 20.9873 Backgound Scale: 1.05837. ITERATION NUMBER 561. Current Log-Posterior: 205889 Step Size: -286724.9841 Smoothing Hyper-parameters: 0.045914 0.081346 0.103012 0.129002 0.040875 0.042266 0.115414 Expected Total MS Cnt: 9.62505 Backgound Scale: 1.04954. ITERATION NUMBER 562. Current Log-Posterior: 310438 Step Size: 104549.6883 Smoothing Hyper-parameters: 0.138430 0.071755 0.054190 0.063049 0.007397 0.073428 0.020235 Expected Total MS Cnt: 8.90757 Backgound Scale: 1.05704. ITERATION NUMBER 563. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.085705 0.014791 0.120679 0.121355 0.120372 0.041645 0.107773 Expected Total MS Cnt: 14.8754 Backgound Scale: 1.06448. ITERATION NUMBER 564. Current Log-Posterior: 370246 Step Size: -inf Smoothing Hyper-parameters: 0.016415 0.047644 0.022360 0.094295 0.075822 0.096591 0.069273 Expected Total MS Cnt: 8.15724 Backgound Scale: 1.06985. ITERATION NUMBER 565. Current Log-Posterior: 838749 Step Size: 468503.2265 Smoothing Hyper-parameters: 0.128073 0.046729 0.024684 0.117482 0.063612 0.081209 0.063508 Expected Total MS Cnt: 8.05023 Backgound Scale: 1.0442. ITERATION NUMBER 566. Current Log-Posterior: 201085 Step Size: -637664.4628 Smoothing Hyper-parameters: 0.038296 0.143812 0.084041 0.043698 0.089320 0.008937 0.016752 Expected Total MS Cnt: 7.24445 Backgound Scale: 1.08157. ITERATION NUMBER 567. Current Log-Posterior: 351471 Step Size: 150385.9205 Smoothing Hyper-parameters: 0.037699 0.114783 0.059461 0.093641 0.052865 0.067896 0.077608 Expected Total MS Cnt: 3.01872 Backgound Scale: 1.05916. ITERATION NUMBER 568. Current Log-Posterior: 366732 Step Size: 15261.05836 Smoothing Hyper-parameters: 0.035051 0.019413 0.121775 0.057081 0.036648 0.032683 0.083065 Expected Total MS Cnt: 2.48615 Backgound Scale: 1.06532. ITERATION NUMBER 569. Current Log-Posterior: 513958 Step Size: 147226.0193 Smoothing Hyper-parameters: 0.089143 0.065048 0.009806 0.011286 0.038900 0.109624 0.046898 Expected Total MS Cnt: 5.05666 Backgound Scale: 1.08409. ITERATION NUMBER 570. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.076682 0.048498 0.084167 0.059432 0.033263 0.052290 0.027371 Expected Total MS Cnt: 4.93702 Backgound Scale: 1.06903. ITERATION NUMBER 571. Current Log-Posterior: 233177 Step Size: -inf Smoothing Hyper-parameters: 0.025020 0.052056 0.086265 0.042011 0.059074 0.017962 0.017433 Expected Total MS Cnt: 3.97479 Backgound Scale: 1.07153. ITERATION NUMBER 572. Current Log-Posterior: 567042 Step Size: 333865.4865 Smoothing Hyper-parameters: 0.134591 0.083175 0.003826 0.104886 0.082542 0.060401 0.079687 Expected Total MS Cnt: 2.20932 Backgound Scale: 1.06804. ITERATION NUMBER 573. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.065257 0.045435 0.079142 0.043635 0.100110 0.101999 0.137468 Expected Total MS Cnt: 3.95327 Backgound Scale: 1.08669. ITERATION NUMBER 574. Current Log-Posterior: 270330 Step Size: -inf Smoothing Hyper-parameters: 0.033739 0.100829 0.110306 0.068585 0.097460 0.123450 0.080164 Expected Total MS Cnt: 4.42596 Backgound Scale: 1.07696. ITERATION NUMBER 575. Current Log-Posterior: 396580 Step Size: 126250.5341 Smoothing Hyper-parameters: 0.106776 0.046060 0.112475 0.083288 0.030912 0.071508 0.095926 Expected Total MS Cnt: 4.43677 Backgound Scale: 1.06964. ITERATION NUMBER 576. Current Log-Posterior: 193426 Step Size: -203154.6948 Smoothing Hyper-parameters: 0.086752 0.080430 0.026097 0.014149 0.086425 0.105126 0.108042 Expected Total MS Cnt: 9.55301 Backgound Scale: 1.05839. ITERATION NUMBER 577. Current Log-Posterior: 221478 Step Size: 28051.80373 Smoothing Hyper-parameters: 0.090638 0.031180 0.071187 0.031018 0.124306 0.061272 0.039829 Expected Total MS Cnt: 10.8999 Backgound Scale: 1.0617. ITERATION NUMBER 578. Current Log-Posterior: 253033 Step Size: 31555.95478 Smoothing Hyper-parameters: 0.089169 0.038392 0.097765 0.085543 0.120595 0.099444 0.098292 Expected Total MS Cnt: 10.0599 Backgound Scale: 1.06131. ITERATION NUMBER 579. Current Log-Posterior: 228922 Step Size: -24111.56659 Smoothing Hyper-parameters: 0.049837 0.113107 0.028748 0.111028 0.111661 0.082702 0.029564 Expected Total MS Cnt: 5.78518 Backgound Scale: 1.06501. ITERATION NUMBER 580. Current Log-Posterior: 305303 Step Size: 76381.52333 Smoothing Hyper-parameters: 0.118339 0.101153 0.041894 0.032297 0.071005 0.059934 0.061282 Expected Total MS Cnt: 3.40228 Backgound Scale: 1.07601. ITERATION NUMBER 581. Current Log-Posterior: 160460 Step Size: -144843.1283 Smoothing Hyper-parameters: 0.120812 0.113782 0.036309 0.043670 0.102867 0.092097 0.087685 Expected Total MS Cnt: 5.10718 Backgound Scale: 1.07193. ITERATION NUMBER 582. Current Log-Posterior: 156850 Step Size: -3610.343341 Smoothing Hyper-parameters: 0.107230 0.056454 0.108638 0.101229 0.082352 0.137420 0.095216 Expected Total MS Cnt: 2.33453 Backgound Scale: 1.0778. ITERATION NUMBER 583. Current Log-Posterior: 178127 Step Size: 21277.10803 Smoothing Hyper-parameters: 0.051922 0.109450 0.032702 0.103218 0.102255 0.078681 0.096570 Expected Total MS Cnt: 1.3101 Backgound Scale: 1.07997. ITERATION NUMBER 584. Current Log-Posterior: 290158 Step Size: 112031.1513 Smoothing Hyper-parameters: 0.062211 0.081677 0.033797 0.019092 0.090067 0.075695 0.145616 Expected Total MS Cnt: 0.304588 Backgound Scale: 1.05239. ITERATION NUMBER 585. Current Log-Posterior: 266581 Step Size: -23577.43147 Smoothing Hyper-parameters: 0.073133 0.045964 0.068457 0.028772 0.074312 0.072735 0.144069 Expected Total MS Cnt: 0.0888972 Backgound Scale: 1.07306. ITERATION NUMBER 586. Current Log-Posterior: 253874 Step Size: -12707.16992 Smoothing Hyper-parameters: 0.104919 0.081311 0.133978 0.075664 0.033574 0.050339 0.092618 Expected Total MS Cnt: 1.18239 Backgound Scale: 1.0565. ITERATION NUMBER 587. Current Log-Posterior: 167673 Step Size: -86201.00653 Smoothing Hyper-parameters: 0.049782 0.044464 0.035760 0.040427 0.100341 0.088368 0.111965 Expected Total MS Cnt: 0.468163 Backgound Scale: 1.06674. ITERATION NUMBER 588. Current Log-Posterior: 343331 Step Size: 175658.0648 Smoothing Hyper-parameters: 0.134804 0.009747 0.032081 0.117406 0.090449 0.056308 0.092650 Expected Total MS Cnt: 2.87342 Backgound Scale: 1.07567. ITERATION NUMBER 589. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.010129 0.002032 0.035169 0.026870 0.041486 0.072360 0.095218 Expected Total MS Cnt: 4.34918 Backgound Scale: 1.07338. ITERATION NUMBER 590. Current Log-Posterior: inf Step Size: nan Smoothing Hyper-parameters: 0.063455 0.122703 0.031027 0.082157 0.075310 0.081630 0.043039 Expected Total MS Cnt: 1.02126 Backgound Scale: 1.06741. ITERATION NUMBER 591. Current Log-Posterior: 247712 Step Size: -inf Smoothing Hyper-parameters: 0.079032 0.104080 0.039723 0.130791 0.086823 0.056959 0.055577 Expected Total MS Cnt: 1.06221 Backgound Scale: 1.07508. ITERATION NUMBER 592. Current Log-Posterior: 208361 Step Size: -39351.03785 Smoothing Hyper-parameters: 0.101868 0.136752 0.094539 0.055765 0.075305 0.054756 0.091145 Expected Total MS Cnt: 1.48029 Backgound Scale: 1.07805. ITERATION NUMBER 593. Current Log-Posterior: 156099 Step Size: -52261.38436 Smoothing Hyper-parameters: 0.051461 0.072992 0.100888 0.108848 0.041479 0.102663 0.068742 Expected Total MS Cnt: 0.94004 Backgound Scale: 1.07187. ITERATION NUMBER 594. Current Log-Posterior: 290590 Step Size: 134490.9869 Smoothing Hyper-parameters: 0.081458 0.091416 0.145511 0.074678 0.134301 0.087111 0.107313 Expected Total MS Cnt: 1.14752 Backgound Scale: 1.0856. ITERATION NUMBER 595. Current Log-Posterior: 192202 Step Size: -98388.11134 Smoothing Hyper-parameters: 0.089579 0.104880 0.036625 0.068132 0.064934 0.115210 0.013903 Expected Total MS Cnt: 0.239081 Backgound Scale: 1.06036. ITERATION NUMBER 596. Current Log-Posterior: 193339 Step Size: 1137.2064 Smoothing Hyper-parameters: 0.069586 0.082879 0.075741 0.064542 0.084715 0.065233 0.099043 Expected Total MS Cnt: 1.76219 Backgound Scale: 1.07234. ITERATION NUMBER 597. Current Log-Posterior: 228182 Step Size: 34842.49768 Smoothing Hyper-parameters: 0.030556 0.079924 0.067467 0.058042 0.073505 0.010960 0.056607 Expected Total MS Cnt: 2.337 Backgound Scale: 1.07119. ITERATION NUMBER 598. Current Log-Posterior: 455323 Step Size: 227141.0833 Smoothing Hyper-parameters: 0.044758 0.118682 0.037875 0.042289 0.103456 0.071095 0.101335 Expected Total MS Cnt: 3.06574 Backgound Scale: 1.06727. ITERATION NUMBER 599. Current Log-Posterior: 324676 Step Size: -130646.9623 Smoothing Hyper-parameters: 0.094847 0.008258 0.018981 0.047755 0.077778 0.103282 0.145784 Expected Total MS Cnt: 0.443742 Backgound Scale: 1.05919. ITERATION NUMBER 600. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.039947 0.065967 0.081223 0.075289 0.102619 0.019368 0.055152 Expected Total MS Cnt: 1.98105 Backgound Scale: 1.06736. ITERATION NUMBER 601. Current Log-Posterior: 366254 Step Size: -inf Smoothing Hyper-parameters: 0.077212 0.113385 0.138499 0.041685 0.042168 0.041668 0.007702 Expected Total MS Cnt: 3.55019 Backgound Scale: 1.08578. ITERATION NUMBER 602. Current Log-Posterior: 199941 Step Size: -166312.4553 Smoothing Hyper-parameters: 0.092142 0.060445 0.065772 0.102533 0.079977 0.125542 0.077344 Expected Total MS Cnt: 2.80894 Backgound Scale: 1.07978. ITERATION NUMBER 603. Current Log-Posterior: 198835 Step Size: -1106.527592 Smoothing Hyper-parameters: 0.046883 0.074521 0.079087 0.107630 0.095453 0.040992 0.051248 Expected Total MS Cnt: 3.2173 Backgound Scale: 1.06952. ITERATION NUMBER 604. Current Log-Posterior: 316482 Step Size: 117646.7469 Smoothing Hyper-parameters: 0.049077 0.137200 0.022260 0.055954 0.134511 0.164555 0.130319 Expected Total MS Cnt: 0.66181 Backgound Scale: 1.07522. ITERATION NUMBER 605. Current Log-Posterior: 310544 Step Size: -5938.023298 Smoothing Hyper-parameters: 0.056139 0.130461 0.117547 0.058875 0.068716 0.093817 0.072230 Expected Total MS Cnt: 0.670944 Backgound Scale: 1.05744. ITERATION NUMBER 606. Current Log-Posterior: 252076 Step Size: -58468.02353 Smoothing Hyper-parameters: 0.066350 0.127270 0.062469 0.061106 0.064273 0.040550 0.114393 Expected Total MS Cnt: 0.757181 Backgound Scale: 1.06354. ITERATION NUMBER 607. Current Log-Posterior: 226797 Step Size: -25278.95667 Smoothing Hyper-parameters: 0.030713 0.109805 0.059563 0.055100 0.004741 0.052945 0.062271 Expected Total MS Cnt: 0.00281311 Backgound Scale: 1.06809. ITERATION NUMBER 608. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.032557 0.075034 0.006799 0.061745 0.069819 0.128109 0.047472 Expected Total MS Cnt: 4.14508 Backgound Scale: 1.06289. ITERATION NUMBER 609. Current Log-Posterior: inf Step Size: nan Smoothing Hyper-parameters: 0.004911 0.111682 0.077691 0.016802 0.155765 0.048981 0.107168 Expected Total MS Cnt: 1.96673 Backgound Scale: 1.06441. ITERATION NUMBER 610. Current Log-Posterior: inf Step Size: nan Smoothing Hyper-parameters: 0.060850 0.089737 0.124517 0.058026 0.065548 0.039234 0.087340 Expected Total MS Cnt: 0.703852 Backgound Scale: 1.07359. ITERATION NUMBER 611. Current Log-Posterior: 245803 Step Size: -inf Smoothing Hyper-parameters: 0.039688 0.064528 0.102789 0.051276 0.108863 0.086823 0.096551 Expected Total MS Cnt: 0.0294874 Backgound Scale: 1.06241. ITERATION NUMBER 612. Current Log-Posterior: 367478 Step Size: 121675.5881 Smoothing Hyper-parameters: 0.035461 0.177517 0.126144 0.149175 0.049869 0.109019 0.074305 Expected Total MS Cnt: 1.26518 Backgound Scale: 1.06219. ITERATION NUMBER 613. Current Log-Posterior: 370727 Step Size: 3248.29755 Smoothing Hyper-parameters: 0.055317 0.061061 0.130538 0.124140 0.034229 0.089771 0.076291 Expected Total MS Cnt: 6.87277 Backgound Scale: 1.06828. ITERATION NUMBER 614. Current Log-Posterior: 278904 Step Size: -91823.09787 Smoothing Hyper-parameters: 0.107185 0.083764 0.063689 0.037106 0.049069 0.048929 0.099788 Expected Total MS Cnt: 5.42824 Backgound Scale: 1.07028. ITERATION NUMBER 615. Current Log-Posterior: 171163 Step Size: -107740.7489 Smoothing Hyper-parameters: 0.062410 0.081171 0.107060 0.035396 0.035478 0.102420 0.112760 Expected Total MS Cnt: 4.256 Backgound Scale: 1.06001. ITERATION NUMBER 616. Current Log-Posterior: 248365 Step Size: 77202.24149 Smoothing Hyper-parameters: 0.121970 0.061879 0.039969 0.082426 0.070211 0.062803 0.044591 Expected Total MS Cnt: 4.09977 Backgound Scale: 1.08463. ITERATION NUMBER 617. Current Log-Posterior: 175515 Step Size: -72850.03821 Smoothing Hyper-parameters: 0.090459 0.082936 0.035425 0.066137 0.057579 0.059740 0.084287 Expected Total MS Cnt: 4.68227 Backgound Scale: 1.06202. ITERATION NUMBER 618. Current Log-Posterior: 198660 Step Size: 23144.78911 Smoothing Hyper-parameters: 0.145322 0.088398 0.074112 0.055989 0.052608 0.085827 0.054422 Expected Total MS Cnt: 7.62751 Backgound Scale: 1.07807. ITERATION NUMBER 619. Current Log-Posterior: 137406 Step Size: -61254.1994 Smoothing Hyper-parameters: 0.084763 0.081289 0.112827 0.121953 0.093024 0.058320 0.039701 Expected Total MS Cnt: 3.35627 Backgound Scale: 1.07514. ITERATION NUMBER 620. Current Log-Posterior: 191622 Step Size: 54216.5105 Smoothing Hyper-parameters: 0.123054 0.110717 0.054122 0.030566 0.051336 0.050875 0.016297 Expected Total MS Cnt: 8.2289 Backgound Scale: 1.08404. ITERATION NUMBER 621. Current Log-Posterior: 149268 Step Size: -42353.7716 Smoothing Hyper-parameters: 0.054474 0.066329 0.109396 0.156835 0.078071 0.048746 0.056289 Expected Total MS Cnt: 5.4377 Backgound Scale: 1.07619. ITERATION NUMBER 622. Current Log-Posterior: 285902 Step Size: 136633.5805 Smoothing Hyper-parameters: 0.050138 0.094472 0.060671 0.144664 0.037737 0.056208 0.054302 Expected Total MS Cnt: 7.80961 Backgound Scale: 1.07612. ITERATION NUMBER 623. Current Log-Posterior: 294725 Step Size: 8822.954826 Smoothing Hyper-parameters: 0.139227 0.090128 0.012395 0.083903 0.107710 0.088937 0.036378 Expected Total MS Cnt: 8.42097 Backgound Scale: 1.0616. ITERATION NUMBER 624. Current Log-Posterior: 188984 Step Size: -105740.455 Smoothing Hyper-parameters: 0.063571 0.087046 0.059305 0.065990 0.144448 0.116942 0.037061 Expected Total MS Cnt: 8.5194 Backgound Scale: 1.06787. ITERATION NUMBER 625. Current Log-Posterior: 246457 Step Size: 57472.61302 Smoothing Hyper-parameters: 0.112406 0.106974 0.055135 0.024452 0.029072 0.061918 0.062553 Expected Total MS Cnt: 4.96961 Backgound Scale: 1.06835. ITERATION NUMBER 626. Current Log-Posterior: 163864 Step Size: -82593.08818 Smoothing Hyper-parameters: 0.050980 0.151985 0.016825 0.022472 0.034475 0.072977 0.070244 Expected Total MS Cnt: 15.8086 Backgound Scale: 1.05663. ITERATION NUMBER 627. Current Log-Posterior: 322731 Step Size: 158866.9297 Smoothing Hyper-parameters: 0.129227 0.045243 0.049528 0.121110 0.028543 0.038059 0.135698 Expected Total MS Cnt: 7.82898 Backgound Scale: 1.07502. ITERATION NUMBER 628. Current Log-Posterior: 183012 Step Size: -139718.6125 Smoothing Hyper-parameters: 0.107913 0.085451 0.091989 0.088331 0.020543 0.049312 0.104386 Expected Total MS Cnt: 6.66254 Backgound Scale: 1.07197. ITERATION NUMBER 629. Current Log-Posterior: 165826 Step Size: -17186.0459 Smoothing Hyper-parameters: 0.059442 0.154710 0.055731 0.077306 0.100947 0.076205 0.077110 Expected Total MS Cnt: 14.5095 Backgound Scale: 1.06706. ITERATION NUMBER 630. Current Log-Posterior: 243016 Step Size: 77190.24953 Smoothing Hyper-parameters: 0.071867 0.054073 0.039964 0.123421 0.079884 0.052879 0.110010 Expected Total MS Cnt: 5.23584 Backgound Scale: 1.07746. ITERATION NUMBER 631. Current Log-Posterior: 247653 Step Size: 4636.576843 Smoothing Hyper-parameters: 0.064898 0.059173 0.101335 0.073614 0.093729 0.038312 0.072616 Expected Total MS Cnt: 3.52621 Backgound Scale: 1.06417. ITERATION NUMBER 632. Current Log-Posterior: 250732 Step Size: 3078.969097 Smoothing Hyper-parameters: 0.080626 0.118322 0.042814 0.093666 0.133210 0.071684 0.050891 Expected Total MS Cnt: 2.73677 Backgound Scale: 1.06979. ITERATION NUMBER 633. Current Log-Posterior: 198575 Step Size: -52156.97437 Smoothing Hyper-parameters: 0.107455 0.068242 0.070254 0.072745 0.073689 0.109253 0.062743 Expected Total MS Cnt: 3.3361 Backgound Scale: 1.06879. ITERATION NUMBER 634. Current Log-Posterior: 176362 Step Size: -22213.27023 Smoothing Hyper-parameters: 0.077542 0.110305 0.064145 0.058302 0.040363 0.035686 0.100777 Expected Total MS Cnt: 4.95631 Backgound Scale: 1.06663. ITERATION NUMBER 635. Current Log-Posterior: 203444 Step Size: 27081.88216 Smoothing Hyper-parameters: 0.065124 0.084905 0.060421 0.123460 0.074710 0.102171 0.099032 Expected Total MS Cnt: 6.04297 Backgound Scale: 1.06482. ITERATION NUMBER 636. Current Log-Posterior: 240341 Step Size: 36897.34036 Smoothing Hyper-parameters: 0.046646 0.033352 0.098458 0.104883 0.097119 0.158300 0.031856 Expected Total MS Cnt: 4.78098 Backgound Scale: 1.07504. ITERATION NUMBER 637. Current Log-Posterior: 362739 Step Size: 122398.2306 Smoothing Hyper-parameters: 0.088106 0.048175 0.076019 0.040862 0.041126 0.086049 0.037826 Expected Total MS Cnt: 10.0169 Backgound Scale: 1.06565. ITERATION NUMBER 638. Current Log-Posterior: 219687 Step Size: -143052.5455 Smoothing Hyper-parameters: 0.065322 0.092189 0.099925 0.061094 0.105542 0.051469 0.080805 Expected Total MS Cnt: 7.95251 Backgound Scale: 1.07459. ITERATION NUMBER 639. Current Log-Posterior: 233091 Step Size: 13404.2927 Smoothing Hyper-parameters: 0.068255 0.067330 0.124724 0.048929 0.138517 0.044205 0.135018 Expected Total MS Cnt: 4.3331 Backgound Scale: 1.063. ITERATION NUMBER 640. Current Log-Posterior: 231061 Step Size: -2030.30872 Smoothing Hyper-parameters: 0.013773 0.132209 0.098960 0.009290 0.035245 0.101766 0.012408 Expected Total MS Cnt: 4.82474 Backgound Scale: 1.05723. ITERATION NUMBER 641. Current Log-Posterior: 940933 Step Size: 709872.747 Smoothing Hyper-parameters: 0.092847 0.074790 0.104679 0.055496 0.153884 0.042341 0.121395 Expected Total MS Cnt: 4.2719 Backgound Scale: 1.07379. ITERATION NUMBER 642. Current Log-Posterior: 185784 Step Size: -755149.6283 Smoothing Hyper-parameters: 0.063827 0.065959 0.074247 0.083950 0.085687 0.080309 0.091409 Expected Total MS Cnt: 2.77952 Backgound Scale: 1.07615. ITERATION NUMBER 643. Current Log-Posterior: 251766 Step Size: 65982.6549 Smoothing Hyper-parameters: 0.097101 0.068161 0.050842 0.029298 0.126736 0.104202 0.035113 Expected Total MS Cnt: 10.3588 Backgound Scale: 1.0697. ITERATION NUMBER 644. Current Log-Posterior: 191759 Step Size: -60007.56629 Smoothing Hyper-parameters: 0.055985 0.080686 0.096602 0.040371 0.071706 0.039948 0.128568 Expected Total MS Cnt: 8.56287 Backgound Scale: 1.07756. ITERATION NUMBER 645. Current Log-Posterior: 270373 Step Size: 78614.02595 Smoothing Hyper-parameters: 0.097178 0.015572 0.111350 0.040276 0.129209 0.109966 0.040058 Expected Total MS Cnt: 12.6321 Backgound Scale: 1.06392. ITERATION NUMBER 646. Current Log-Posterior: 338277 Step Size: 67904.05502 Smoothing Hyper-parameters: 0.084874 0.041729 0.137465 0.038467 0.138637 0.091131 0.093274 Expected Total MS Cnt: 9.51434 Backgound Scale: 1.06937. ITERATION NUMBER 647. Current Log-Posterior: 231356 Step Size: -106921.2642 Smoothing Hyper-parameters: 0.014585 0.087142 0.038172 0.099865 0.058553 0.057564 0.089456 Expected Total MS Cnt: 4.87302 Backgound Scale: 1.07499. ITERATION NUMBER 648. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.112749 0.068494 0.087362 0.070971 0.053966 0.153454 0.064541 Expected Total MS Cnt: 11.2786 Backgound Scale: 1.07122. ITERATION NUMBER 649. Current Log-Posterior: 167635 Step Size: -inf Smoothing Hyper-parameters: 0.057430 0.121311 0.110226 0.042326 0.165511 0.107317 0.101455 Expected Total MS Cnt: 12.2381 Backgound Scale: 1.08179. ITERATION NUMBER 650. Current Log-Posterior: 249952 Step Size: 82316.40171 Smoothing Hyper-parameters: 0.023988 0.067012 0.080037 0.074805 0.096388 0.062222 0.046908 Expected Total MS Cnt: 5.66564 Backgound Scale: 1.06878. ITERATION NUMBER 651. Current Log-Posterior: 572363 Step Size: 322410.9183 Smoothing Hyper-parameters: 0.041780 0.032110 0.094726 0.088867 0.058264 0.068323 0.061107 Expected Total MS Cnt: 8.08986 Backgound Scale: 1.08039. ITERATION NUMBER 652. Current Log-Posterior: 401240 Step Size: -171123.1394 Smoothing Hyper-parameters: 0.053597 0.054844 0.078404 0.058947 0.096469 0.114910 0.056848 Expected Total MS Cnt: 4.66888 Backgound Scale: 1.06753. ITERATION NUMBER 653. Current Log-Posterior: 293967 Step Size: -107272.1687 Smoothing Hyper-parameters: 0.013356 0.041321 0.110660 0.036131 0.060532 0.112478 0.074500 Expected Total MS Cnt: 8.09415 Backgound Scale: 1.06237. ITERATION NUMBER 654. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.050998 0.041321 0.027878 0.106754 0.132708 0.034492 0.093864 Expected Total MS Cnt: 8.41025 Backgound Scale: 1.07274. ITERATION NUMBER 655. Current Log-Posterior: 346229 Step Size: -inf Smoothing Hyper-parameters: 0.089481 0.067243 0.071448 0.042942 0.019881 0.036066 0.090471 Expected Total MS Cnt: 9.31729 Backgound Scale: 1.08616. ITERATION NUMBER 656. Current Log-Posterior: 203147 Step Size: -143082.1644 Smoothing Hyper-parameters: 0.060716 0.063207 0.061542 0.147749 0.060030 0.140623 0.097870 Expected Total MS Cnt: 6.65565 Backgound Scale: 1.06. ITERATION NUMBER 657. Current Log-Posterior: 263445 Step Size: 60297.51072 Smoothing Hyper-parameters: 0.069239 0.111706 0.106187 0.117396 0.106506 0.028606 0.068734 Expected Total MS Cnt: 8.06723 Backgound Scale: 1.05833. ITERATION NUMBER 658. Current Log-Posterior: 215317 Step Size: -48127.43071 Smoothing Hyper-parameters: 0.093562 0.026310 0.093932 0.041424 0.066921 0.085149 0.106464 Expected Total MS Cnt: 6.75193 Backgound Scale: 1.07341. ITERATION NUMBER 659. Current Log-Posterior: 258150 Step Size: 42832.70607 Smoothing Hyper-parameters: 0.124312 0.068269 0.102449 0.069115 0.068706 0.050728 0.064320 Expected Total MS Cnt: 2.9149 Backgound Scale: 1.08556. ITERATION NUMBER 660. Current Log-Posterior: 158302 Step Size: -99848.39457 Smoothing Hyper-parameters: 0.067272 0.122484 0.060427 0.054084 0.005833 0.118644 0.083591 Expected Total MS Cnt: 11.5089 Backgound Scale: 1.06056. ITERATION NUMBER 661. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.046279 0.024297 0.085773 0.139480 0.041643 0.068041 0.089491 Expected Total MS Cnt: 15.6255 Backgound Scale: 1.05866. ITERATION NUMBER 662. Current Log-Posterior: 407068 Step Size: -inf Smoothing Hyper-parameters: 0.083268 0.067134 0.101933 0.060281 0.118328 0.037955 0.106504 Expected Total MS Cnt: 12.8098 Backgound Scale: 1.06634. ITERATION NUMBER 663. Current Log-Posterior: 203965 Step Size: -203102.6109 Smoothing Hyper-parameters: 0.038278 0.032491 0.113661 0.078013 0.076256 0.058290 0.121459 Expected Total MS Cnt: 10.6737 Backgound Scale: 1.06992. ITERATION NUMBER 664. Current Log-Posterior: 423805 Step Size: 219839.8709 Smoothing Hyper-parameters: 0.059823 0.104572 0.136617 0.031921 0.023478 0.087498 0.069121 Expected Total MS Cnt: 5.59066 Backgound Scale: 1.06472. ITERATION NUMBER 665. Current Log-Posterior: 248585 Step Size: -175220.3325 Smoothing Hyper-parameters: 0.064270 0.080719 0.085197 0.102288 0.056734 0.121106 0.058977 Expected Total MS Cnt: 9.29405 Backgound Scale: 1.06836. ITERATION NUMBER 666. Current Log-Posterior: 242832 Step Size: -5753.07554 Smoothing Hyper-parameters: 0.064359 0.020823 0.055413 0.132262 0.064494 0.050597 0.125190 Expected Total MS Cnt: 16.4578 Backgound Scale: 1.07719. ITERATION NUMBER 667. Current Log-Posterior: 355147 Step Size: 112315.2058 Smoothing Hyper-parameters: 0.045191 0.044299 0.088012 0.113402 0.110589 0.061088 0.102585 Expected Total MS Cnt: 6.16794 Backgound Scale: 1.08902. ITERATION NUMBER 668. Current Log-Posterior: 351498 Step Size: -3648.894487 Smoothing Hyper-parameters: 0.030762 0.009519 0.126804 0.059776 0.068881 0.091218 0.084245 Expected Total MS Cnt: 9.33438 Backgound Scale: 1.07201. ITERATION NUMBER 669. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.085612 0.079769 0.114772 0.057776 0.052612 0.099064 0.097740 Expected Total MS Cnt: 8.01309 Backgound Scale: 1.0763. ITERATION NUMBER 670. Current Log-Posterior: 195132 Step Size: -inf Smoothing Hyper-parameters: 0.097611 0.079659 0.086886 0.097064 0.126324 0.059076 0.023198 Expected Total MS Cnt: 7.53422 Backgound Scale: 1.06839. ITERATION NUMBER 671. Current Log-Posterior: 176100 Step Size: -19032.2166 Smoothing Hyper-parameters: 0.048380 0.031452 0.059367 0.116287 0.091740 0.033093 0.145549 Expected Total MS Cnt: 13.0015 Backgound Scale: 1.06301. ITERATION NUMBER 672. Current Log-Posterior: 369374 Step Size: 193273.9086 Smoothing Hyper-parameters: 0.127573 0.131134 0.055379 0.047853 0.057501 0.046725 0.098820 Expected Total MS Cnt: 7.44742 Backgound Scale: 1.07728. ITERATION NUMBER 673. Current Log-Posterior: 139725 Step Size: -229649.0554 Smoothing Hyper-parameters: 0.153541 0.081564 0.104102 0.022154 0.054427 0.096522 0.131942 Expected Total MS Cnt: 7.56318 Backgound Scale: 1.0811. ITERATION NUMBER 674. Current Log-Posterior: 138475 Step Size: -1249.276898 Smoothing Hyper-parameters: 0.057544 0.076350 0.093847 0.040475 0.066775 0.137166 0.104555 Expected Total MS Cnt: 3.82561 Backgound Scale: 1.07141. ITERATION NUMBER 675. Current Log-Posterior: 266641 Step Size: 128165.1209 Smoothing Hyper-parameters: 0.171668 0.076078 0.101804 0.027480 0.081062 0.057945 0.119297 Expected Total MS Cnt: 14.9385 Backgound Scale: 1.07952. ITERATION NUMBER 676. Current Log-Posterior: 130248 Step Size: -136392.4124 Smoothing Hyper-parameters: 0.038955 0.099333 0.055713 0.099484 0.101353 0.014460 0.123882 Expected Total MS Cnt: 9.58658 Backgound Scale: 1.08054. ITERATION NUMBER 677. Current Log-Posterior: 364037 Step Size: 233789.0106 Smoothing Hyper-parameters: 0.067817 0.071171 0.070962 0.096815 0.066424 0.103994 0.068826 Expected Total MS Cnt: 14.0668 Backgound Scale: 1.08781. ITERATION NUMBER 678. Current Log-Posterior: 237473 Step Size: -126563.8499 Smoothing Hyper-parameters: 0.032140 0.082785 0.066574 0.064920 0.038814 0.102002 0.072180 Expected Total MS Cnt: 11.0916 Backgound Scale: 1.06079. ITERATION NUMBER 679. Current Log-Posterior: 429044 Step Size: 191570.9634 Smoothing Hyper-parameters: 0.071232 0.083929 0.080266 0.075880 0.061020 0.097779 0.055603 Expected Total MS Cnt: 10.0452 Backgound Scale: 1.0561. ITERATION NUMBER 680. Current Log-Posterior: 220835 Step Size: -208209.8003 Smoothing Hyper-parameters: 0.074449 0.003159 0.155051 0.072082 0.075941 0.102542 0.139907 Expected Total MS Cnt: 11.0882 Backgound Scale: 1.06304. ITERATION NUMBER 681. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.073368 0.058108 0.142966 0.103614 0.049551 0.098875 0.095909 Expected Total MS Cnt: 11.3579 Backgound Scale: 1.06869. ITERATION NUMBER 682. Current Log-Posterior: 227265 Step Size: -inf Smoothing Hyper-parameters: 0.056350 0.083399 0.197216 0.068955 0.007893 0.032449 0.073730 Expected Total MS Cnt: 8.54631 Backgound Scale: 1.07865. ITERATION NUMBER 683. Current Log-Posterior: 262115 Step Size: 34849.74738 Smoothing Hyper-parameters: 0.058356 0.107089 0.071887 0.022124 0.025248 0.073140 0.064348 Expected Total MS Cnt: 8.3004 Backgound Scale: 1.06929. ITERATION NUMBER 684. Current Log-Posterior: 260594 Step Size: -1521.310786 Smoothing Hyper-parameters: 0.021541 0.037545 0.069337 0.095453 0.054667 0.061999 0.045618 Expected Total MS Cnt: 11.0652 Backgound Scale: 1.0653. ITERATION NUMBER 685. Current Log-Posterior: 667099 Step Size: 406505.028 Smoothing Hyper-parameters: 0.119156 0.058864 0.089080 0.104204 0.098925 0.091624 0.067068 Expected Total MS Cnt: 5.61566 Backgound Scale: 1.06923. ITERATION NUMBER 686. Current Log-Posterior: 166216 Step Size: -500882.4803 Smoothing Hyper-parameters: 0.030423 0.050682 0.117859 0.122120 0.099908 0.094564 0.065150 Expected Total MS Cnt: 9.06052 Backgound Scale: 1.07823. ITERATION NUMBER 687. Current Log-Posterior: 473552 Step Size: 307336.1839 Smoothing Hyper-parameters: 0.036426 0.080884 0.091537 0.075725 0.143925 0.094156 0.114296 Expected Total MS Cnt: 9.68217 Backgound Scale: 1.08049. ITERATION NUMBER 688. Current Log-Posterior: 384659 Step Size: -88892.9518 Smoothing Hyper-parameters: 0.074164 0.024129 0.102905 0.101223 0.055620 0.126077 0.035888 Expected Total MS Cnt: 11.2994 Backgound Scale: 1.07228. ITERATION NUMBER 689. Current Log-Posterior: 302438 Step Size: -82221.40502 Smoothing Hyper-parameters: 0.123024 0.081490 0.020244 0.101554 0.082418 0.098135 0.103884 Expected Total MS Cnt: 4.78336 Backgound Scale: 1.07994. ITERATION NUMBER 690. Current Log-Posterior: 179153 Step Size: -123285.4051 Smoothing Hyper-parameters: 0.075855 0.064425 0.084795 0.088567 0.043944 0.074244 0.025163 Expected Total MS Cnt: 3.42901 Backgound Scale: 1.06298. ITERATION NUMBER 691. Current Log-Posterior: 222388 Step Size: 43235.09907 Smoothing Hyper-parameters: 0.025545 0.083601 0.058470 0.111927 0.041976 0.115827 0.090395 Expected Total MS Cnt: 9.56607 Backgound Scale: 1.06725. ITERATION NUMBER 692. Current Log-Posterior: 524501 Step Size: 302112.9839 Smoothing Hyper-parameters: 0.072088 0.081188 0.090495 0.108838 0.116847 0.012436 0.085102 Expected Total MS Cnt: 8.56622 Backgound Scale: 1.06936. ITERATION NUMBER 693. Current Log-Posterior: 223400 Step Size: -301100.8463 Smoothing Hyper-parameters: 0.029327 0.154533 0.032972 0.078289 0.106576 0.073560 0.106711 Expected Total MS Cnt: 7.71041 Backgound Scale: 1.0795. ITERATION NUMBER 694. Current Log-Posterior: 465076 Step Size: 241676.1714 Smoothing Hyper-parameters: 0.062197 0.053156 0.053484 0.102063 0.073359 0.079780 0.111518 Expected Total MS Cnt: 5.52741 Backgound Scale: 1.06209. ITERATION NUMBER 695. Current Log-Posterior: 266672 Step Size: -198403.8949 Smoothing Hyper-parameters: 0.027668 0.017031 0.072476 0.070253 0.030513 0.079748 0.080311 Expected Total MS Cnt: 5.71312 Backgound Scale: 1.07254. ITERATION NUMBER 696. Current Log-Posterior: 644753 Step Size: 378081.1857 Smoothing Hyper-parameters: 0.083267 0.033037 0.052846 0.047499 0.077899 0.041069 0.052485 Expected Total MS Cnt: 7.7262 Backgound Scale: 1.07202. ITERATION NUMBER 697. Current Log-Posterior: 258364 Step Size: -386389.7902 Smoothing Hyper-parameters: 0.111656 0.134826 0.133380 0.064315 0.011787 0.122259 0.090299 Expected Total MS Cnt: 8.03025 Backgound Scale: 1.06033. ITERATION NUMBER 698. Current Log-Posterior: 147203 Step Size: -111160.2645 Smoothing Hyper-parameters: 0.032656 0.100410 0.069344 0.076290 0.006362 0.114956 0.073034 Expected Total MS Cnt: 4.50702 Backgound Scale: 1.07889. ITERATION NUMBER 699. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.032664 0.137952 0.047866 0.036806 0.068920 0.052106 0.094712 Expected Total MS Cnt: 5.47641 Backgound Scale: 1.06288. ITERATION NUMBER 700. Current Log-Posterior: 416997 Step Size: -inf Smoothing Hyper-parameters: 0.046202 0.075457 0.027022 0.056775 0.098149 0.057518 0.166086 Expected Total MS Cnt: 5.90119 Backgound Scale: 1.06538. ITERATION NUMBER 701. Current Log-Posterior: 337819 Step Size: -79177.38685 Smoothing Hyper-parameters: 0.083230 0.098063 0.112114 0.077433 0.041179 0.009929 0.121987 Expected Total MS Cnt: 2.73905 Backgound Scale: 1.06733. ITERATION NUMBER 702. Current Log-Posterior: 188213 Step Size: -149606.1296 Smoothing Hyper-parameters: 0.063763 0.041251 0.092205 0.121257 0.049650 0.120761 0.101130 Expected Total MS Cnt: 0.882764 Backgound Scale: 1.07295. ITERATION NUMBER 703. Current Log-Posterior: 277143 Step Size: 88930.14037 Smoothing Hyper-parameters: 0.124984 0.037959 0.046227 0.002051 0.051844 0.050884 0.044866 Expected Total MS Cnt: 0.612518 Backgound Scale: 1.05295. ITERATION NUMBER 704. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.130475 0.082044 0.097490 0.008370 0.094499 0.135355 0.082539 Expected Total MS Cnt: 1.29261 Backgound Scale: 1.07347. ITERATION NUMBER 705. Current Log-Posterior: inf Step Size: nan Smoothing Hyper-parameters: 0.050363 0.111320 0.020987 0.056733 0.104554 0.088333 0.124355 Expected Total MS Cnt: 0.45151 Backgound Scale: 1.07607. ITERATION NUMBER 706. Current Log-Posterior: 314826 Step Size: -inf Smoothing Hyper-parameters: 0.045567 0.027580 0.046387 0.061335 0.087714 0.049967 0.062475 Expected Total MS Cnt: 0.206449 Backgound Scale: 1.07178. ITERATION NUMBER 707. Current Log-Posterior: 395754 Step Size: 80927.68281 Smoothing Hyper-parameters: 0.063547 0.030666 0.118525 0.038411 0.080995 0.164784 0.099028 Expected Total MS Cnt: 0.588129 Backgound Scale: 1.08581. ITERATION NUMBER 708. Current Log-Posterior: 301543 Step Size: -94210.62203 Smoothing Hyper-parameters: 0.068073 0.087132 0.091190 0.092406 0.085102 0.111105 0.076851 Expected Total MS Cnt: 0.556997 Backgound Scale: 1.07079. ITERATION NUMBER 709. Current Log-Posterior: 225208 Step Size: -76335.40721 Smoothing Hyper-parameters: 0.048813 0.075060 0.059004 0.078277 0.015826 0.071863 0.093785 Expected Total MS Cnt: 1.45846 Backgound Scale: 1.0709. ITERATION NUMBER 710. Current Log-Posterior: 312282 Step Size: 87074.39973 Smoothing Hyper-parameters: 0.090399 0.072356 0.016202 0.051888 0.081109 0.097811 0.079247 Expected Total MS Cnt: 1.2079 Backgound Scale: 1.05543. ITERATION NUMBER 711. Current Log-Posterior: 228150 Step Size: -84132.5491 Smoothing Hyper-parameters: 0.082879 0.145319 0.107742 0.055629 0.130311 0.095163 0.061063 Expected Total MS Cnt: 7.82718 Backgound Scale: 1.07096. ITERATION NUMBER 712. Current Log-Posterior: 183902 Step Size: -44247.90458 Smoothing Hyper-parameters: 0.136149 0.080041 0.057205 0.113429 0.027173 0.105995 0.019735 Expected Total MS Cnt: 2.65037 Backgound Scale: 1.08339. ITERATION NUMBER 713. Current Log-Posterior: 147673 Step Size: -36228.39289 Smoothing Hyper-parameters: 0.068237 0.020616 0.008363 0.038015 0.009661 0.046355 0.115383 Expected Total MS Cnt: 1.94864 Backgound Scale: 1.06722. ITERATION NUMBER 714. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.090655 0.063687 0.125533 0.053920 0.155833 0.037284 0.060343 Expected Total MS Cnt: 0.667963 Backgound Scale: 1.06306. ITERATION NUMBER 715. Current Log-Posterior: 193216 Step Size: -inf Smoothing Hyper-parameters: 0.047567 0.043192 0.071095 0.072016 0.066002 0.056398 0.020953 Expected Total MS Cnt: 0.746779 Backgound Scale: 1.08772. ITERATION NUMBER 716. Current Log-Posterior: 344300 Step Size: 151083.8895 Smoothing Hyper-parameters: 0.116304 0.073616 0.089955 0.037210 0.135435 0.040511 0.121292 Expected Total MS Cnt: 3.15049 Backgound Scale: 1.05433. ITERATION NUMBER 717. Current Log-Posterior: 162886 Step Size: -181414.2671 Smoothing Hyper-parameters: 0.109037 0.103998 0.037219 0.014563 0.078767 0.080655 0.093814 Expected Total MS Cnt: 2.1921 Backgound Scale: 1.06195. ITERATION NUMBER 718. Current Log-Posterior: 176790 Step Size: 13904.09004 Smoothing Hyper-parameters: 0.097900 0.029255 0.116905 0.142669 0.106815 0.025769 0.052672 Expected Total MS Cnt: 1.0615 Backgound Scale: 1.07151. ITERATION NUMBER 719. Current Log-Posterior: 243721 Step Size: 66931.36623 Smoothing Hyper-parameters: 0.063651 0.039610 0.127753 0.040168 0.089643 0.033876 0.089981 Expected Total MS Cnt: 0.807014 Backgound Scale: 1.06894. ITERATION NUMBER 720. Current Log-Posterior: 280395 Step Size: 36673.64083 Smoothing Hyper-parameters: 0.033066 0.078323 0.021215 0.072349 0.014420 0.099944 0.074008 Expected Total MS Cnt: 5.24123 Backgound Scale: 1.06869. ITERATION NUMBER 721. Current Log-Posterior: 453019 Step Size: 172623.7353 Smoothing Hyper-parameters: 0.086041 0.035870 0.059254 0.036316 0.040517 0.086015 0.063884 Expected Total MS Cnt: 4.11619 Backgound Scale: 1.09018. ITERATION NUMBER 722. Current Log-Posterior: 247647 Step Size: -205371.5108 Smoothing Hyper-parameters: 0.111788 0.028929 0.029655 0.033585 0.082117 0.041687 0.064842 Expected Total MS Cnt: 5.69728 Backgound Scale: 1.08623. ITERATION NUMBER 723. Current Log-Posterior: 249264 Step Size: 1616.574431 Smoothing Hyper-parameters: 0.091775 0.047742 0.044471 0.056587 0.042056 0.111988 0.066198 Expected Total MS Cnt: 1.71167 Backgound Scale: 1.07268. ITERATION NUMBER 724. Current Log-Posterior: 217856 Step Size: -31408.32645 Smoothing Hyper-parameters: 0.021023 0.077996 0.027112 0.140326 0.070709 0.057433 0.091663 Expected Total MS Cnt: 0.336071 Backgound Scale: 1.0691. ITERATION NUMBER 725. Current Log-Posterior: 655483 Step Size: 437627.0988 Smoothing Hyper-parameters: 0.091314 0.094841 0.016468 0.101230 0.142150 0.108677 0.032637 Expected Total MS Cnt: 0.23041 Backgound Scale: 1.07713. ITERATION NUMBER 726. Current Log-Posterior: 219169 Step Size: -436313.434 Smoothing Hyper-parameters: 0.159424 0.085836 0.069283 0.065072 0.047098 0.039918 0.031213 Expected Total MS Cnt: 3.89127 Backgound Scale: 1.06273. ITERATION NUMBER 727. Current Log-Posterior: 129772 Step Size: -89396.9885 Smoothing Hyper-parameters: 0.073883 0.078915 0.114971 0.062765 0.046397 0.066898 0.066263 Expected Total MS Cnt: 1.10373 Backgound Scale: 1.0548. ITERATION NUMBER 728. Current Log-Posterior: 218499 Step Size: 88727.01197 Smoothing Hyper-parameters: 0.078298 0.059366 0.035228 0.099046 0.013932 0.043938 0.076551 Expected Total MS Cnt: 1.85821 Backgound Scale: 1.07027. ITERATION NUMBER 729. Current Log-Posterior: 237362 Step Size: 18862.48555 Smoothing Hyper-parameters: 0.141393 0.091069 0.132710 0.100482 0.102047 0.057842 0.032370 Expected Total MS Cnt: 0.123758 Backgound Scale: 1.08321. ITERATION NUMBER 730. Current Log-Posterior: 130417 Step Size: -106944.8548 Smoothing Hyper-parameters: 0.073763 0.073375 0.008013 0.035156 0.027513 0.143044 0.054395 Expected Total MS Cnt: 0.589694 Backgound Scale: 1.07066. ITERATION NUMBER 731. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.087742 0.046316 0.180698 0.090351 0.074372 0.101828 0.092040 Expected Total MS Cnt: 0.381708 Backgound Scale: 1.08409. ITERATION NUMBER 732. Current Log-Posterior: 214772 Step Size: -inf Smoothing Hyper-parameters: 0.058846 0.100217 0.009197 0.009550 0.107711 0.120627 0.117506 Expected Total MS Cnt: 1.10165 Backgound Scale: 1.07923. ITERATION NUMBER 733. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.099235 0.101375 0.037134 0.099863 0.051979 0.092042 0.048652 Expected Total MS Cnt: 3.08229 Backgound Scale: 1.06338. ITERATION NUMBER 734. Current Log-Posterior: 178491 Step Size: -inf Smoothing Hyper-parameters: 0.079413 0.107786 0.072390 0.067560 0.124054 0.031212 0.051905 Expected Total MS Cnt: 2.9912 Backgound Scale: 1.0778. ITERATION NUMBER 735. Current Log-Posterior: 196609 Step Size: 18117.60579 Smoothing Hyper-parameters: 0.007065 0.112546 0.081779 0.073213 0.023705 0.160941 0.112435 Expected Total MS Cnt: 1.5555 Backgound Scale: 1.06275. ITERATION NUMBER 736. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.051269 0.047671 0.043741 0.039123 0.043566 0.080173 0.029696 Expected Total MS Cnt: 0.896697 Backgound Scale: 1.06533. ITERATION NUMBER 737. Current Log-Posterior: 329946 Step Size: -inf Smoothing Hyper-parameters: 0.080702 0.060493 0.085799 0.047914 0.165239 0.037269 0.040205 Expected Total MS Cnt: 0.167804 Backgound Scale: 1.07813. ITERATION NUMBER 738. Current Log-Posterior: 218630 Step Size: -111316.2251 Smoothing Hyper-parameters: 0.149244 0.062409 0.085424 0.052790 0.043455 0.065290 0.069730 Expected Total MS Cnt: 1.00019 Backgound Scale: 1.06313. ITERATION NUMBER 739. Current Log-Posterior: 147293 Step Size: -71336.89577 Smoothing Hyper-parameters: 0.109038 0.045164 0.087746 0.114885 0.087150 0.049046 0.089937 Expected Total MS Cnt: 0.116611 Backgound Scale: 1.06389. ITERATION NUMBER 740. Current Log-Posterior: 195608 Step Size: 48315.34789 Smoothing Hyper-parameters: 0.034193 0.094542 0.113720 0.138240 0.033395 0.072981 0.071938 Expected Total MS Cnt: 0.234156 Backgound Scale: 1.07723. ITERATION NUMBER 741. Current Log-Posterior: 404828 Step Size: 209219.6823 Smoothing Hyper-parameters: 0.071409 0.100491 0.103736 0.056292 0.150522 0.049370 0.121566 Expected Total MS Cnt: 0.0451631 Backgound Scale: 1.04796. ITERATION NUMBER 742. Current Log-Posterior: 211736 Step Size: -193091.9391 Smoothing Hyper-parameters: 0.061608 0.061907 0.070769 0.100778 0.141505 0.080795 0.016880 Expected Total MS Cnt: 0.736829 Backgound Scale: 1.078. ITERATION NUMBER 743. Current Log-Posterior: 260686 Step Size: 48950.08457 Smoothing Hyper-parameters: 0.058687 0.129911 0.027595 0.062633 0.079904 0.154948 0.133804 Expected Total MS Cnt: 2.49157 Backgound Scale: 1.08027. ITERATION NUMBER 744. Current Log-Posterior: 267483 Step Size: 6796.992251 Smoothing Hyper-parameters: 0.129951 0.084195 0.135067 0.119392 0.092066 0.096848 0.167065 Expected Total MS Cnt: 2.51038 Backgound Scale: 1.0726. ITERATION NUMBER 745. Current Log-Posterior: 142011 Step Size: -125471.5976 Smoothing Hyper-parameters: 0.082240 0.051442 0.055136 0.136658 0.023940 0.121593 0.110288 Expected Total MS Cnt: 0.710739 Backgound Scale: 1.06087. ITERATION NUMBER 746. Current Log-Posterior: 227630 Step Size: 85618.27561 Smoothing Hyper-parameters: 0.084720 0.053284 0.107363 0.091474 0.086712 0.103411 0.111648 Expected Total MS Cnt: 0.2506 Backgound Scale: 1.067. ITERATION NUMBER 747. Current Log-Posterior: 211425 Step Size: -16204.72352 Smoothing Hyper-parameters: 0.015433 0.027295 0.097030 0.091474 0.055651 0.055136 0.126886 Expected Total MS Cnt: 3.14585 Backgound Scale: 1.079. ITERATION NUMBER 748. Current Log-Posterior: 912555 Step Size: 701130.4302 Smoothing Hyper-parameters: 0.040374 0.052043 0.088554 0.035161 0.050378 0.020564 0.062076 Expected Total MS Cnt: 1.06737 Backgound Scale: 1.05836. ITERATION NUMBER 749. Current Log-Posterior: 375288 Step Size: -537267.6457 Smoothing Hyper-parameters: 0.070601 0.028673 0.085799 0.038584 0.087127 0.124412 0.054748 Expected Total MS Cnt: 0.0754711 Backgound Scale: 1.07709. ITERATION NUMBER 750. Current Log-Posterior: 296102 Step Size: -79185.67 Smoothing Hyper-parameters: 0.035464 0.031797 0.082836 0.026252 0.038923 0.110656 0.043078 Expected Total MS Cnt: 0.209353 Backgound Scale: 1.06751. ITERATION NUMBER 751. Current Log-Posterior: 456556 Step Size: 160454.2504 Smoothing Hyper-parameters: 0.042135 0.060541 0.087803 0.070345 0.079214 0.034369 0.077869 Expected Total MS Cnt: 0.855101 Backgound Scale: 1.06428. ITERATION NUMBER 752. Current Log-Posterior: 353619 Step Size: -102937.0743 Smoothing Hyper-parameters: 0.075509 0.065090 0.056834 0.076201 0.093432 0.014510 0.009949 Expected Total MS Cnt: 1.23647 Backgound Scale: 1.08363. ITERATION NUMBER 753. Current Log-Posterior: 226838 Step Size: -126781.5531 Smoothing Hyper-parameters: 0.149032 0.086427 0.104767 0.133713 0.109045 0.103714 0.138472 Expected Total MS Cnt: 0.236469 Backgound Scale: 1.05944. ITERATION NUMBER 754. Current Log-Posterior: 130062 Step Size: -96775.92826 Smoothing Hyper-parameters: 0.080316 0.087160 0.036454 0.058347 0.085568 0.113517 0.055445 Expected Total MS Cnt: 1.06609 Backgound Scale: 1.07321. ITERATION NUMBER 755. Current Log-Posterior: 212656 Step Size: 82594.83194 Smoothing Hyper-parameters: 0.071455 0.155392 0.098542 0.050401 0.066882 0.048664 0.111671 Expected Total MS Cnt: 2.74932 Backgound Scale: 1.07472. ITERATION NUMBER 756. Current Log-Posterior: 206211 Step Size: -6445.161774 Smoothing Hyper-parameters: 0.042599 0.044041 0.148348 0.056340 0.046851 0.048783 0.095242 Expected Total MS Cnt: 5.12376 Backgound Scale: 1.07891. ITERATION NUMBER 757. Current Log-Posterior: 366492 Step Size: 160280.3386 Smoothing Hyper-parameters: 0.084400 0.063976 0.060456 0.088146 0.019991 0.017192 0.022074 Expected Total MS Cnt: 12.4278 Backgound Scale: 1.08537. ITERATION NUMBER 758. Current Log-Posterior: 214600 Step Size: -151891.8365 Smoothing Hyper-parameters: 0.074292 0.111454 0.087941 0.050916 0.168290 0.080326 0.032608 Expected Total MS Cnt: 19.9232 Backgound Scale: 1.07038. ITERATION NUMBER 759. Current Log-Posterior: 206161 Step Size: -8438.586716 Smoothing Hyper-parameters: 0.112565 0.072505 0.088061 0.084018 0.008019 0.092221 0.023740 Expected Total MS Cnt: 6.35604 Backgound Scale: 1.06492. ITERATION NUMBER 760. Current Log-Posterior: 170723 Step Size: -35438.45315 Smoothing Hyper-parameters: 0.062606 0.052016 0.066891 0.049284 0.031018 0.089516 0.050082 Expected Total MS Cnt: 3.05239 Backgound Scale: 1.06716. ITERATION NUMBER 761. Current Log-Posterior: 275393 Step Size: 104670.0932 Smoothing Hyper-parameters: 0.104211 0.050455 0.042568 0.039929 0.007105 0.092462 0.093130 Expected Total MS Cnt: 0.868035 Backgound Scale: 1.08133. ITERATION NUMBER 762. Current Log-Posterior: 208860 Step Size: -66532.79547 Smoothing Hyper-parameters: 0.075179 0.028656 0.142530 0.074324 0.082962 0.092462 0.074985 Expected Total MS Cnt: 1.01308 Backgound Scale: 1.05614. ITERATION NUMBER 763. Current Log-Posterior: 283722 Step Size: 74862.29343 Smoothing Hyper-parameters: 0.019308 0.075091 0.079965 0.092416 0.038741 0.092462 0.075866 Expected Total MS Cnt: 2.25033 Backgound Scale: 1.07315. ITERATION NUMBER 764. Current Log-Posterior: 686928 Step Size: 403205.7874 Smoothing Hyper-parameters: 0.010382 0.042336 0.065256 0.103045 0.084575 0.026044 0.082740 Expected Total MS Cnt: 0.132633 Backgound Scale: 1.07553. ITERATION NUMBER 765. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.119057 0.091699 0.060258 0.054520 0.046346 0.072740 0.077956 Expected Total MS Cnt: 1.84473 Backgound Scale: 1.05704. ITERATION NUMBER 766. Current Log-Posterior: 154926 Step Size: -inf Smoothing Hyper-parameters: 0.086368 0.094065 0.065848 0.063511 0.084626 0.072740 0.011829 Expected Total MS Cnt: 2.89961 Backgound Scale: 1.06622. ITERATION NUMBER 767. Current Log-Posterior: 189480 Step Size: 34554.0112 Smoothing Hyper-parameters: 0.129820 0.146720 0.130800 0.103796 0.106226 0.064185 0.013136 Expected Total MS Cnt: 3.96573 Backgound Scale: 1.07192. ITERATION NUMBER 768. Current Log-Posterior: 126004 Step Size: -63476.27868 Smoothing Hyper-parameters: 0.075485 0.040982 0.082262 0.022232 0.075965 0.086446 0.054088 Expected Total MS Cnt: 2.02039 Backgound Scale: 1.06871. ITERATION NUMBER 769. Current Log-Posterior: 255134 Step Size: 129129.5423 Smoothing Hyper-parameters: 0.059787 0.106105 0.082262 0.065010 0.090327 0.051571 0.053367 Expected Total MS Cnt: 0.612481 Backgound Scale: 1.07095. ITERATION NUMBER 770. Current Log-Posterior: 247449 Step Size: -7684.409682 Smoothing Hyper-parameters: 0.042253 0.082332 0.077313 0.084450 0.024730 0.030809 0.046080 Expected Total MS Cnt: 0.0346485 Backgound Scale: 1.08026. ITERATION NUMBER 771. Current Log-Posterior: 341103 Step Size: 93653.66533 Smoothing Hyper-parameters: 0.124023 0.076604 0.068127 0.057952 0.080807 0.052755 0.027930 Expected Total MS Cnt: 2.67647 Backgound Scale: 1.07226. ITERATION NUMBER 772. Current Log-Posterior: 158335 Step Size: -182768.0189 Smoothing Hyper-parameters: 0.047567 0.109103 0.063655 0.044980 0.052099 0.093800 0.071589 Expected Total MS Cnt: 0.922928 Backgound Scale: 1.06453. ITERATION NUMBER 773. Current Log-Posterior: 300259 Step Size: 141924.6726 Smoothing Hyper-parameters: 0.091461 0.066701 0.062060 0.003005 0.046109 0.165469 0.045332 Expected Total MS Cnt: 0.331133 Backgound Scale: 1.07049. ITERATION NUMBER 774. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.147702 0.098163 0.131029 0.111520 0.085741 0.011777 0.142432 Expected Total MS Cnt: 0.792117 Backgound Scale: 1.05954. ITERATION NUMBER 775. Current Log-Posterior: 127760 Step Size: -inf Smoothing Hyper-parameters: 0.031488 0.048222 0.059581 0.062835 0.017109 0.068851 0.084813 Expected Total MS Cnt: 0.00234407 Backgound Scale: 1.05291. ITERATION NUMBER 776. Current Log-Posterior: 473167 Step Size: 345407.4157 Smoothing Hyper-parameters: 0.090279 0.041167 0.080487 0.099407 0.046149 0.068204 0.031497 Expected Total MS Cnt: 1.69583 Backgound Scale: 1.08708. ITERATION NUMBER 777. Current Log-Posterior: 224908 Step Size: -248258.8334 Smoothing Hyper-parameters: 0.087775 0.107621 0.001117 0.059440 0.087122 0.073431 0.085026 Expected Total MS Cnt: 0.817419 Backgound Scale: 1.05667. ITERATION NUMBER 778. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.107380 0.119876 0.089295 0.111686 0.081313 0.061802 0.109106 Expected Total MS Cnt: 1.5729 Backgound Scale: 1.04533. ITERATION NUMBER 779. Current Log-Posterior: 153057 Step Size: -inf Smoothing Hyper-parameters: 0.148875 0.060957 0.027832 0.035203 0.069026 0.049304 0.094082 Expected Total MS Cnt: 1.01343 Backgound Scale: 1.07835. ITERATION NUMBER 780. Current Log-Posterior: 169349 Step Size: 16292.8805 Smoothing Hyper-parameters: 0.028441 0.122037 0.014028 0.069720 0.134305 0.011705 0.006261 Expected Total MS Cnt: 0.651146 Backgound Scale: 1.0531. ITERATION NUMBER 781. Current Log-Posterior: 512410 Step Size: 343061.0068 Smoothing Hyper-parameters: 0.122732 0.088830 0.119050 0.136654 0.031694 0.022839 0.088664 Expected Total MS Cnt: 0.0582921 Backgound Scale: 1.0817. ITERATION NUMBER 782. Current Log-Posterior: 146799 Step Size: -365611.8709 Smoothing Hyper-parameters: 0.054812 0.137978 0.038759 0.068755 0.076492 0.005836 0.154556 Expected Total MS Cnt: 0.579565 Backgound Scale: 1.06432. ITERATION NUMBER 783. Current Log-Posterior: 272353 Step Size: 125554.5687 Smoothing Hyper-parameters: 0.116726 0.071349 0.089105 0.047559 0.016882 0.119412 0.020318 Expected Total MS Cnt: 1.18238 Backgound Scale: 1.06509. ITERATION NUMBER 784. Current Log-Posterior: 163841 Step Size: -108512.2358 Smoothing Hyper-parameters: 0.070525 0.071324 0.063806 0.048100 0.152603 0.104610 0.136259 Expected Total MS Cnt: 1.83955 Backgound Scale: 1.06676. ITERATION NUMBER 785. Current Log-Posterior: 231698 Step Size: 67857.33117 Smoothing Hyper-parameters: 0.114723 0.045251 0.074890 0.144589 0.106198 0.093122 0.064367 Expected Total MS Cnt: 3.76885 Backgound Scale: 1.0668. ITERATION NUMBER 786. Current Log-Posterior: 190167 Step Size: -41531.71631 Smoothing Hyper-parameters: 0.034074 0.032057 0.054404 0.089782 0.040065 0.156197 0.107856 Expected Total MS Cnt: 1.29891 Backgound Scale: 1.08319. ITERATION NUMBER 787. Current Log-Posterior: 473003 Step Size: 282836.6339 Smoothing Hyper-parameters: 0.138516 0.135262 0.048579 0.128531 0.030598 0.065148 0.052427 Expected Total MS Cnt: 1.08528 Backgound Scale: 1.06606. ITERATION NUMBER 788. Current Log-Posterior: 133772 Step Size: -339231.6385 Smoothing Hyper-parameters: 0.140635 0.057036 0.102077 0.083373 0.138997 0.047650 0.112783 Expected Total MS Cnt: 1.16366 Backgound Scale: 1.08345. ITERATION NUMBER 789. Current Log-Posterior: 153600 Step Size: 19828.90423 Smoothing Hyper-parameters: 0.046499 0.086312 0.046766 0.134978 0.082782 0.103738 0.135093 Expected Total MS Cnt: 1.84131 Backgound Scale: 1.08154. ITERATION NUMBER 790. Current Log-Posterior: 321235 Step Size: 167634.2507 Smoothing Hyper-parameters: 0.071851 0.044531 0.031487 0.135092 0.076949 0.064090 0.099116 Expected Total MS Cnt: 2.0121 Backgound Scale: 1.07237. ITERATION NUMBER 791. Current Log-Posterior: 264015 Step Size: -57219.23935 Smoothing Hyper-parameters: 0.074559 0.070451 0.084002 0.043015 0.107532 0.140075 0.051245 Expected Total MS Cnt: 2.07032 Backgound Scale: 1.04089. ITERATION NUMBER 792. Current Log-Posterior: 220384 Step Size: -43631.73772 Smoothing Hyper-parameters: 0.127442 0.039825 0.036117 0.042774 0.023952 0.097017 0.106812 Expected Total MS Cnt: 0.0887637 Backgound Scale: 1.05371. ITERATION NUMBER 793. Current Log-Posterior: 203521 Step Size: -16862.6889 Smoothing Hyper-parameters: 0.082694 0.125370 0.006685 0.077341 0.078792 0.025392 0.121664 Expected Total MS Cnt: 0.74497 Backgound Scale: 1.05969. ITERATION NUMBER 794. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.088076 0.077790 0.063025 0.032547 0.059826 0.102820 0.008869 Expected Total MS Cnt: 4.06564 Backgound Scale: 1.06508. ITERATION NUMBER 795. Current Log-Posterior: 200110 Step Size: -inf Smoothing Hyper-parameters: 0.048884 0.131538 0.082108 0.101766 0.062522 0.047914 0.084108 Expected Total MS Cnt: 1.3591 Backgound Scale: 1.0707. ITERATION NUMBER 796. Current Log-Posterior: 290200 Step Size: 90089.44752 Smoothing Hyper-parameters: 0.106676 0.061893 0.097345 0.068995 0.103132 0.021993 0.084436 Expected Total MS Cnt: 0.598176 Backgound Scale: 1.06422. ITERATION NUMBER 797. Current Log-Posterior: 179094 Step Size: -111105.7193 Smoothing Hyper-parameters: 0.105637 0.074730 0.108477 0.030572 0.084140 0.075201 0.010398 Expected Total MS Cnt: 1.67129 Backgound Scale: 1.068. ITERATION NUMBER 798. Current Log-Posterior: 174827 Step Size: -4267.082823 Smoothing Hyper-parameters: 0.062180 0.111172 0.056600 0.091385 0.125455 0.022544 0.086106 Expected Total MS Cnt: 5.72833 Backgound Scale: 1.07306. ITERATION NUMBER 799. Current Log-Posterior: 241140 Step Size: 66312.96435 Smoothing Hyper-parameters: 0.065617 0.042937 0.109765 0.084922 0.068736 0.098974 0.068514 Expected Total MS Cnt: 1.21618 Backgound Scale: 1.08379. ITERATION NUMBER 800. Current Log-Posterior: 266560 Step Size: 25420.30156 Smoothing Hyper-parameters: 0.084543 0.070531 0.076308 0.059235 0.059534 0.094034 0.147991 Expected Total MS Cnt: 0.177444 Backgound Scale: 1.05881. ITERATION NUMBER 801. Current Log-Posterior: 203674 Step Size: -62885.64157 Smoothing Hyper-parameters: 0.074945 0.132701 0.065586 0.016046 0.051646 0.116104 0.101508 Expected Total MS Cnt: 1.97177 Backgound Scale: 1.07689. ITERATION NUMBER 802. Current Log-Posterior: 211728 Step Size: 8053.996627 Smoothing Hyper-parameters: 0.032765 0.039452 0.024873 0.015717 0.047229 0.154369 0.059416 Expected Total MS Cnt: 0.0893262 Backgound Scale: 1.0764. ITERATION NUMBER 803. Current Log-Posterior: 500284 Step Size: 288556.0101 Smoothing Hyper-parameters: 0.100220 0.086372 0.103858 0.038129 0.058971 0.112346 0.087317 Expected Total MS Cnt: 0.544626 Backgound Scale: 1.05777. ITERATION NUMBER 804. Current Log-Posterior: 171241 Step Size: -329043.2062 Smoothing Hyper-parameters: 0.034622 0.035722 0.035852 0.068538 0.093124 0.077063 0.089218 Expected Total MS Cnt: 2.14569 Backgound Scale: 1.07564. ITERATION NUMBER 805. Current Log-Posterior: 457091 Step Size: 285849.4356 Smoothing Hyper-parameters: 0.073673 0.046812 0.081576 0.086770 0.033788 0.128794 0.034918 Expected Total MS Cnt: 4.46285 Backgound Scale: 1.06967. ITERATION NUMBER 806. Current Log-Posterior: 245634 Step Size: -211456.8817 Smoothing Hyper-parameters: 0.098736 0.050439 0.050275 0.093108 0.118695 0.059533 0.017659 Expected Total MS Cnt: 2.40348 Backgound Scale: 1.07044. ITERATION NUMBER 807. Current Log-Posterior: 204322 Step Size: -41311.27092 Smoothing Hyper-parameters: 0.033636 0.016626 0.076094 0.048391 0.075961 0.056948 0.040826 Expected Total MS Cnt: 1.90457 Backgound Scale: 1.06513. ITERATION NUMBER 808. Current Log-Posterior: 562927 Step Size: 358604.9304 Smoothing Hyper-parameters: 0.095563 0.113099 0.057722 0.065891 0.064515 0.068961 0.079664 Expected Total MS Cnt: 0.492208 Backgound Scale: 1.08056. ITERATION NUMBER 809. Current Log-Posterior: 172684 Step Size: -390243.18 Smoothing Hyper-parameters: 0.078095 0.133316 0.117705 0.062427 0.032143 0.078508 0.067455 Expected Total MS Cnt: 0.626949 Backgound Scale: 1.07342. ITERATION NUMBER 810. Current Log-Posterior: 192113 Step Size: 19428.86371 Smoothing Hyper-parameters: 0.056760 0.062378 0.055371 0.070497 0.069067 0.114228 0.083374 Expected Total MS Cnt: 0.238959 Backgound Scale: 1.07625. ITERATION NUMBER 811. Current Log-Posterior: 284272 Step Size: 92159.25614 Smoothing Hyper-parameters: 0.069965 0.119885 0.061944 0.058798 0.022845 0.061861 0.066647 Expected Total MS Cnt: 0.0396657 Backgound Scale: 1.08205. ITERATION NUMBER 812. Current Log-Posterior: 219488 Step Size: -64784.23344 Smoothing Hyper-parameters: 0.134143 0.109565 0.076459 0.028348 0.103615 0.078741 0.096201 Expected Total MS Cnt: 0.347027 Backgound Scale: 1.06276. ITERATION NUMBER 813. Current Log-Posterior: 140503 Step Size: -78984.86123 Smoothing Hyper-parameters: 0.023311 0.089455 0.107111 0.043642 0.085783 0.133782 0.111356 Expected Total MS Cnt: 1.24058 Backgound Scale: 1.07263. ITERATION NUMBER 814. Current Log-Posterior: 573053 Step Size: 432549.5471 Smoothing Hyper-parameters: 0.064438 0.115289 0.072865 0.111591 0.116685 0.143742 0.137068 Expected Total MS Cnt: 1.79202 Backgound Scale: 1.07522. ITERATION NUMBER 815. Current Log-Posterior: 231075 Step Size: -341977.298 Smoothing Hyper-parameters: 0.025809 0.036014 0.059259 0.050916 0.070220 0.074855 0.101986 Expected Total MS Cnt: 0.91611 Backgound Scale: 1.06516. ITERATION NUMBER 816. Current Log-Posterior: 574891 Step Size: 343815.1579 Smoothing Hyper-parameters: 0.017770 0.084210 0.060418 0.091401 0.030152 0.060658 0.051426 Expected Total MS Cnt: 0.275248 Backgound Scale: 1.05646. ITERATION NUMBER 817. Current Log-Posterior: 745797 Step Size: 170905.907 Smoothing Hyper-parameters: 0.022894 0.080830 0.053184 0.090572 0.125008 0.069905 0.053586 Expected Total MS Cnt: 0.0145344 Backgound Scale: 1.08855. ITERATION NUMBER 818. Current Log-Posterior: 581409 Step Size: -164387.944 Smoothing Hyper-parameters: 0.063238 0.051025 0.088700 0.105384 0.030566 0.075291 0.054553 Expected Total MS Cnt: 0.100173 Backgound Scale: 1.06456. ITERATION NUMBER 819. Current Log-Posterior: 263468 Step Size: -317940.4325 Smoothing Hyper-parameters: 0.074482 0.040163 0.054576 0.091021 0.043087 0.087091 0.070466 Expected Total MS Cnt: 0.698476 Backgound Scale: 1.07331. ITERATION NUMBER 820. Current Log-Posterior: 258368 Step Size: -5100.609898 Smoothing Hyper-parameters: 0.052800 0.098484 0.036737 0.057878 0.046853 0.032802 0.025233 Expected Total MS Cnt: 0.416276 Backgound Scale: 1.06468. ITERATION NUMBER 821. Current Log-Posterior: 287118 Step Size: 28750.86904 Smoothing Hyper-parameters: 0.001390 0.082153 0.032440 0.079612 0.098785 0.101718 0.104960 Expected Total MS Cnt: 3.07304 Backgound Scale: 1.0569. ITERATION NUMBER 822. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.084733 0.105342 0.081141 0.066554 0.072559 0.127653 0.077553 Expected Total MS Cnt: 0.849597 Backgound Scale: 1.09102. ITERATION NUMBER 823. Current Log-Posterior: 186675 Step Size: -inf Smoothing Hyper-parameters: 0.072703 0.103023 0.085155 0.159033 0.138152 0.168317 0.081481 Expected Total MS Cnt: 1.97342 Backgound Scale: 1.06354. ITERATION NUMBER 824. Current Log-Posterior: 209131 Step Size: 22456.33707 Smoothing Hyper-parameters: 0.036044 0.123447 0.023738 0.038576 0.138103 0.079446 0.030627 Expected Total MS Cnt: 4.58609 Backgound Scale: 1.07532. ITERATION NUMBER 825. Current Log-Posterior: 398953 Step Size: 189821.389 Smoothing Hyper-parameters: 0.073484 0.053384 0.038050 0.123709 0.125943 0.069214 0.054100 Expected Total MS Cnt: 0.833214 Backgound Scale: 1.0761. ITERATION NUMBER 826. Current Log-Posterior: 247457 Step Size: -151495.801 Smoothing Hyper-parameters: 0.047829 0.067097 0.079366 0.088125 0.103281 0.040343 0.035662 Expected Total MS Cnt: 2.18568 Backgound Scale: 1.06774. ITERATION NUMBER 827. Current Log-Posterior: 317193 Step Size: 69736.55897 Smoothing Hyper-parameters: 0.085451 0.043315 0.117320 0.037757 0.040808 0.081092 0.078072 Expected Total MS Cnt: 0.681064 Backgound Scale: 1.06994. ITERATION NUMBER 828. Current Log-Posterior: 229205 Step Size: -87988.63993 Smoothing Hyper-parameters: 0.062250 0.056139 0.113701 0.064936 0.148878 0.065072 0.078555 Expected Total MS Cnt: 0.573478 Backgound Scale: 1.06828. ITERATION NUMBER 829. Current Log-Posterior: 259467 Step Size: 30262.17296 Smoothing Hyper-parameters: 0.131604 0.088708 0.076703 0.067602 0.053037 0.116106 0.076309 Expected Total MS Cnt: 0.618694 Backgound Scale: 1.06869. ITERATION NUMBER 830. Current Log-Posterior: 144371 Step Size: -115096.145 Smoothing Hyper-parameters: 0.059078 0.038572 0.183289 0.085779 0.046629 0.077126 0.004043 Expected Total MS Cnt: 0.0317576 Backgound Scale: 1.06777. ITERATION NUMBER 831. Current Log-Posterior: 296173 Step Size: 151802.1585 Smoothing Hyper-parameters: 0.082705 0.053256 0.078427 0.124164 0.008755 0.110868 0.082489 Expected Total MS Cnt: 0.644765 Backgound Scale: 1.06432. ITERATION NUMBER 832. Current Log-Posterior: 225714 Step Size: -70459.0044 Smoothing Hyper-parameters: 0.097503 0.092038 0.030383 0.043071 0.097329 0.026182 0.029623 Expected Total MS Cnt: 1.09544 Backgound Scale: 1.06688. ITERATION NUMBER 833. Current Log-Posterior: 188270 Step Size: -37444.02324 Smoothing Hyper-parameters: 0.095645 0.098339 0.009810 0.121559 0.040503 0.038434 0.066915 Expected Total MS Cnt: 1.56159 Backgound Scale: 1.08023. ITERATION NUMBER 834. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.103542 0.099384 0.028859 0.063040 0.078193 0.015146 0.017396 Expected Total MS Cnt: 0.338506 Backgound Scale: 1.06673. ITERATION NUMBER 835. Current Log-Posterior: 181384 Step Size: -inf Smoothing Hyper-parameters: 0.040549 0.099619 0.076052 0.050903 0.035975 0.014944 0.047434 Expected Total MS Cnt: 0.833482 Backgound Scale: 1.07268. ITERATION NUMBER 836. Current Log-Posterior: 349018 Step Size: 167634.0082 Smoothing Hyper-parameters: 0.081803 0.106434 0.078242 0.103796 0.061011 0.096067 0.075204 Expected Total MS Cnt: 0.233638 Backgound Scale: 1.07557. ITERATION NUMBER 837. Current Log-Posterior: 190099 Step Size: -158918.5935 Smoothing Hyper-parameters: 0.020221 0.052242 0.101490 0.021162 0.069412 0.128616 0.110999 Expected Total MS Cnt: 1.40187 Backgound Scale: 1.07288. ITERATION NUMBER 838. Current Log-Posterior: 674457 Step Size: 484358.2633 Smoothing Hyper-parameters: 0.009408 0.012594 0.117454 0.099933 0.047000 0.028696 0.074856 Expected Total MS Cnt: 0.540751 Backgound Scale: 1.07098. ITERATION NUMBER 839. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.051684 0.103249 0.034538 0.024713 0.058264 0.077663 0.063507 Expected Total MS Cnt: 0.717618 Backgound Scale: 1.07743. ITERATION NUMBER 840. Current Log-Posterior: 295700 Step Size: -inf Smoothing Hyper-parameters: 0.061186 0.024766 0.010381 0.091945 0.017791 0.055737 0.072828 Expected Total MS Cnt: 0.185711 Backgound Scale: 1.0764. ITERATION NUMBER 841. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.089477 0.087849 0.104165 0.009061 0.036018 0.034298 0.111995 Expected Total MS Cnt: 2.63003 Backgound Scale: 1.07471. ITERATION NUMBER 842. Current Log-Posterior: 202787 Step Size: -inf Smoothing Hyper-parameters: 0.045765 0.021876 0.040659 0.040902 0.048974 0.025715 0.087797 Expected Total MS Cnt: 0.68666 Backgound Scale: 1.07083. ITERATION NUMBER 843. Current Log-Posterior: 429029 Step Size: 226241.1947 Smoothing Hyper-parameters: 0.080193 0.064624 0.134913 0.050463 0.017476 0.092851 0.075063 Expected Total MS Cnt: 1.13945 Backgound Scale: 1.07731. ITERATION NUMBER 844. Current Log-Posterior: 208993 Step Size: -220035.3049 Smoothing Hyper-parameters: 0.125008 0.039040 0.126185 0.071559 0.052443 0.076615 0.068929 Expected Total MS Cnt: 0.607882 Backgound Scale: 1.09033. ITERATION NUMBER 845. Current Log-Posterior: 188695 Step Size: -20297.92158 Smoothing Hyper-parameters: 0.058506 0.079864 0.093785 0.027585 0.125397 0.009146 0.087684 Expected Total MS Cnt: 3.76458 Backgound Scale: 1.06318. ITERATION NUMBER 846. Current Log-Posterior: 266627 Step Size: 77931.59062 Smoothing Hyper-parameters: 0.022871 0.078263 0.055809 0.043638 0.038123 0.005341 0.056124 Expected Total MS Cnt: 6.11759 Backgound Scale: 1.06653. ITERATION NUMBER 847. Current Log-Posterior: 595938 Step Size: 329311.3611 Smoothing Hyper-parameters: 0.029766 0.025704 0.050703 0.046425 0.119039 0.032965 0.086494 Expected Total MS Cnt: 0.991972 Backgound Scale: 1.06131. ITERATION NUMBER 848. Current Log-Posterior: 541694 Step Size: -54244.28751 Smoothing Hyper-parameters: 0.084534 0.089699 0.105903 0.085920 0.039747 0.099919 0.065490 Expected Total MS Cnt: 1.25415 Backgound Scale: 1.09399. ITERATION NUMBER 849. Current Log-Posterior: 187952 Step Size: -353742.0099 Smoothing Hyper-parameters: 0.091791 0.124759 0.054227 0.098793 0.064560 0.079090 0.099501 Expected Total MS Cnt: 3.9229 Backgound Scale: 1.06283. ITERATION NUMBER 850. Current Log-Posterior: 177756 Step Size: -10195.56913 Smoothing Hyper-parameters: 0.076454 0.093387 0.030821 0.127458 0.099590 0.105253 0.033161 Expected Total MS Cnt: 2.64014 Backgound Scale: 1.07106. ITERATION NUMBER 851. Current Log-Posterior: 218823 Step Size: 41067.04851 Smoothing Hyper-parameters: 0.064440 0.012476 0.084425 0.067326 0.015758 0.122540 0.070608 Expected Total MS Cnt: 4.11311 Backgound Scale: 1.07696. ITERATION NUMBER 852. Current Log-Posterior: 441942 Step Size: 223118.1367 Smoothing Hyper-parameters: 0.062184 0.044892 0.119221 0.034633 0.025028 0.130388 0.094088 Expected Total MS Cnt: 3.37331 Backgound Scale: 1.08347. ITERATION NUMBER 853. Current Log-Posterior: 276811 Step Size: -165130.7866 Smoothing Hyper-parameters: 0.035289 0.083924 0.098497 0.034943 0.083140 0.071386 0.125701 Expected Total MS Cnt: 1.67116 Backgound Scale: 1.06973. ITERATION NUMBER 854. Current Log-Posterior: 395570 Step Size: 118759.4507 Smoothing Hyper-parameters: 0.120369 0.038009 0.083083 0.084824 0.160832 0.073692 0.015629 Expected Total MS Cnt: 0.204351 Backgound Scale: 1.07038. ITERATION NUMBER 855. Current Log-Posterior: 195743 Step Size: -199827.6768 Smoothing Hyper-parameters: 0.049967 0.025544 0.089232 0.115616 0.145052 0.155835 0.066251 Expected Total MS Cnt: 2.1766 Backgound Scale: 1.06164. ITERATION NUMBER 856. Current Log-Posterior: 376647 Step Size: 180904.1386 Smoothing Hyper-parameters: 0.061686 0.071644 0.079300 0.128593 0.074482 0.101586 0.081473 Expected Total MS Cnt: 0.815791 Backgound Scale: 1.06606. ITERATION NUMBER 857. Current Log-Posterior: 253378 Step Size: -123268.3762 Smoothing Hyper-parameters: 0.144280 0.040132 0.089046 0.049382 0.069710 0.038102 0.031904 Expected Total MS Cnt: 0.135133 Backgound Scale: 1.06478. ITERATION NUMBER 858. Current Log-Posterior: 178706 Step Size: -74672.69477 Smoothing Hyper-parameters: 0.038596 0.054636 0.041231 0.118232 0.091397 0.075649 0.105874 Expected Total MS Cnt: 0.730015 Backgound Scale: 1.07882. ITERATION NUMBER 859. Current Log-Posterior: 397999 Step Size: 219292.8859 Smoothing Hyper-parameters: 0.038898 0.054449 0.076463 0.049461 0.052005 0.097829 0.086865 Expected Total MS Cnt: 0.167018 Backgound Scale: 1.06279. ITERATION NUMBER 860. Current Log-Posterior: 389997 Step Size: -8001.272564 Smoothing Hyper-parameters: 0.042291 0.033933 0.061338 0.078836 0.044726 0.074414 0.097317 Expected Total MS Cnt: 0.304571 Backgound Scale: 1.05642. ITERATION NUMBER 861. Current Log-Posterior: 393394 Step Size: 3397.073793 Smoothing Hyper-parameters: 0.021650 0.045335 0.046193 0.070332 0.087827 0.116357 0.060750 Expected Total MS Cnt: 2.88199 Backgound Scale: 1.07975. ITERATION NUMBER 862. Current Log-Posterior: 651855 Step Size: 258460.3019 Smoothing Hyper-parameters: 0.110401 0.040960 0.032202 0.109527 0.103232 0.073841 0.138122 Expected Total MS Cnt: 5.79612 Backgound Scale: 1.07586. ITERATION NUMBER 863. Current Log-Posterior: 216225 Step Size: -435629.8163 Smoothing Hyper-parameters: 0.066898 0.056710 0.161462 0.079219 0.023008 0.054463 0.042797 Expected Total MS Cnt: 3.82691 Backgound Scale: 1.06961. ITERATION NUMBER 864. Current Log-Posterior: 250385 Step Size: 34160.61203 Smoothing Hyper-parameters: 0.094204 0.069491 0.073304 0.041626 0.050830 0.117953 0.076475 Expected Total MS Cnt: 3.1182 Backgound Scale: 1.06849. ITERATION NUMBER 865. Current Log-Posterior: 191478 Step Size: -58907.89125 Smoothing Hyper-parameters: 0.038243 0.093252 0.070938 0.028453 0.056792 0.008350 0.050202 Expected Total MS Cnt: 3.23955 Backgound Scale: 1.07006. ITERATION NUMBER 866. Current Log-Posterior: 372182 Step Size: 180704.0154 Smoothing Hyper-parameters: 0.160313 0.061351 0.020750 0.081785 0.081898 0.051815 0.046154 Expected Total MS Cnt: 1.46761 Backgound Scale: 1.06867. ITERATION NUMBER 867. Current Log-Posterior: 170045 Step Size: -202136.956 Smoothing Hyper-parameters: 0.124241 0.084257 0.115768 0.125967 0.087810 0.019886 0.053264 Expected Total MS Cnt: 0.458471 Backgound Scale: 1.07378. ITERATION NUMBER 868. Current Log-Posterior: 145656 Step Size: -24388.57485 Smoothing Hyper-parameters: 0.068595 0.072696 0.091324 0.111861 0.024600 0.050011 0.084829 Expected Total MS Cnt: 1.8534 Backgound Scale: 1.07746. ITERATION NUMBER 869. Current Log-Posterior: 235369 Step Size: 89713.40959 Smoothing Hyper-parameters: 0.058063 0.102426 0.039910 0.060884 0.022717 0.033973 0.027986 Expected Total MS Cnt: 0.524855 Backgound Scale: 1.07014. ITERATION NUMBER 870. Current Log-Posterior: 267233 Step Size: 31863.53701 Smoothing Hyper-parameters: 0.065525 0.084659 0.046896 0.045052 0.093541 0.069804 0.026636 Expected Total MS Cnt: 0.0432672 Backgound Scale: 1.07254. ITERATION NUMBER 871. Current Log-Posterior: 247249 Step Size: -19984.35754 Smoothing Hyper-parameters: 0.062187 0.031724 0.139601 0.119804 0.051592 0.095513 0.046074 Expected Total MS Cnt: 0.92601 Backgound Scale: 1.07741. ITERATION NUMBER 872. Current Log-Posterior: 305366 Step Size: 58117.28956 Smoothing Hyper-parameters: 0.051889 0.128982 0.108153 0.048076 0.012572 0.090287 0.093044 Expected Total MS Cnt: 3.19734 Backgound Scale: 1.06112. ITERATION NUMBER 873. Current Log-Posterior: 275784 Step Size: -29581.71514 Smoothing Hyper-parameters: 0.054416 0.037733 0.058685 0.088345 0.103147 0.044868 0.109523 Expected Total MS Cnt: 1.40342 Backgound Scale: 1.07455. ITERATION NUMBER 874. Current Log-Posterior: 327566 Step Size: 51781.45331 Smoothing Hyper-parameters: 0.085936 0.059199 0.063792 0.089350 0.075804 0.064267 0.055978 Expected Total MS Cnt: 3.24908 Backgound Scale: 1.08495. ITERATION NUMBER 875. Current Log-Posterior: 210287 Step Size: -117278.8772 Smoothing Hyper-parameters: 0.123736 0.064303 0.084246 0.093798 0.050207 0.089806 0.021434 Expected Total MS Cnt: 2.39316 Backgound Scale: 1.07791. ITERATION NUMBER 876. Current Log-Posterior: 162292 Step Size: -47994.33721 Smoothing Hyper-parameters: 0.108201 0.086400 0.126732 0.063748 0.018260 0.081565 0.052776 Expected Total MS Cnt: 0.963989 Backgound Scale: 1.06307. ITERATION NUMBER 877. Current Log-Posterior: 162097 Step Size: -195.7054868 Smoothing Hyper-parameters: 0.056993 0.037102 0.090740 0.087757 0.082269 0.045638 0.050162 Expected Total MS Cnt: 0.246932 Backgound Scale: 1.07487. ITERATION NUMBER 878. Current Log-Posterior: 309985 Step Size: 147887.9511 Smoothing Hyper-parameters: 0.150831 0.068698 0.070555 0.050753 0.066756 0.086841 0.089393 Expected Total MS Cnt: 1.33118 Backgound Scale: 1.06127. ITERATION NUMBER 879. Current Log-Posterior: 142523 Step Size: -167461.8634 Smoothing Hyper-parameters: 0.141669 0.077215 0.086164 0.026177 0.134578 0.032467 0.129762 Expected Total MS Cnt: 1.10345 Backgound Scale: 1.06584. ITERATION NUMBER 880. Current Log-Posterior: 146620 Step Size: 4097.451819 Smoothing Hyper-parameters: 0.135241 0.056393 0.021466 0.087928 0.071494 0.054010 0.060472 Expected Total MS Cnt: 1.18838 Backgound Scale: 1.06432. ITERATION NUMBER 881. Current Log-Posterior: 186926 Step Size: 40305.6581 Smoothing Hyper-parameters: 0.082242 0.092253 0.062569 0.052312 0.092368 0.027629 0.075406 Expected Total MS Cnt: 0.442279 Backgound Scale: 1.05183. ITERATION NUMBER 882. Current Log-Posterior: 198822 Step Size: 11895.7414 Smoothing Hyper-parameters: 0.063628 0.034671 0.063480 0.099781 0.074480 0.067745 0.061043 Expected Total MS Cnt: 5.75539 Backgound Scale: 1.07266. ITERATION NUMBER 883. Current Log-Posterior: 296730 Step Size: 97908.35161 Smoothing Hyper-parameters: 0.073081 0.056584 0.118077 0.099249 0.093053 0.039681 0.113691 Expected Total MS Cnt: 3.45692 Backgound Scale: 1.0741. ITERATION NUMBER 884. Current Log-Posterior: 229925 Step Size: -66805.22852 Smoothing Hyper-parameters: 0.105142 0.086098 0.090503 0.085415 0.113238 0.074547 0.123054 Expected Total MS Cnt: 3.31432 Backgound Scale: 1.06538. ITERATION NUMBER 885. Current Log-Posterior: 165789 Step Size: -64136.01547 Smoothing Hyper-parameters: 0.055361 0.032794 0.071810 0.113009 0.056296 0.025176 0.080263 Expected Total MS Cnt: 4.37195 Backgound Scale: 1.0853. ITERATION NUMBER 886. Current Log-Posterior: 329925 Step Size: 164136.29 Smoothing Hyper-parameters: 0.063144 0.110216 0.061758 0.048846 0.048817 0.037745 0.061129 Expected Total MS Cnt: 5.92994 Backgound Scale: 1.06765. ITERATION NUMBER 887. Current Log-Posterior: 240684 Step Size: -89241.33034 Smoothing Hyper-parameters: 0.100655 0.074366 0.075134 0.042030 0.016843 0.018657 0.074076 Expected Total MS Cnt: 6.28917 Backgound Scale: 1.0753. ITERATION NUMBER 888. Current Log-Posterior: 184131 Step Size: -56553.0904 Smoothing Hyper-parameters: 0.053815 0.071053 0.043117 0.046222 0.028856 0.032348 0.108033 Expected Total MS Cnt: 4.43697 Backgound Scale: 1.05922. ITERATION NUMBER 889. Current Log-Posterior: 298513 Step Size: 114382.0059 Smoothing Hyper-parameters: 0.049884 0.010356 0.054519 0.108376 0.041123 0.166172 0.099110 Expected Total MS Cnt: 5.63136 Backgound Scale: 1.07175. ITERATION NUMBER 890. Current Log-Posterior: 565071 Step Size: 266558.1971 Smoothing Hyper-parameters: 0.110806 0.113225 0.084141 0.094723 0.118824 0.101516 0.053263 Expected Total MS Cnt: 4.52175 Backgound Scale: 1.05693. ITERATION NUMBER 891. Current Log-Posterior: 150217 Step Size: -414854.2382 Smoothing Hyper-parameters: 0.138869 0.093854 0.092664 0.151764 0.057420 0.048472 0.124025 Expected Total MS Cnt: 2.24441 Backgound Scale: 1.07563. ITERATION NUMBER 892. Current Log-Posterior: 134767 Step Size: -15450.01356 Smoothing Hyper-parameters: 0.141292 0.052610 0.021463 0.064314 0.070062 0.096793 0.060838 Expected Total MS Cnt: 2.7859 Backgound Scale: 1.06028. ITERATION NUMBER 893. Current Log-Posterior: 186913 Step Size: 52146.51717 Smoothing Hyper-parameters: 0.101790 0.046032 0.092001 0.076199 0.041245 0.058545 0.111529 Expected Total MS Cnt: 1.12986 Backgound Scale: 1.06571. ITERATION NUMBER 894. Current Log-Posterior: 199140 Step Size: 12226.53373 Smoothing Hyper-parameters: 0.079845 0.070253 0.091346 0.079085 0.111398 0.126797 0.044686 Expected Total MS Cnt: 14.4429 Backgound Scale: 1.08022. ITERATION NUMBER 895. Current Log-Posterior: 209686 Step Size: 10546.17155 Smoothing Hyper-parameters: 0.113887 0.027421 0.083346 0.058965 0.045048 0.125334 0.101630 Expected Total MS Cnt: 8.40391 Backgound Scale: 1.06368. ITERATION NUMBER 896. Current Log-Posterior: 233135 Step Size: 23449.3611 Smoothing Hyper-parameters: 0.035163 0.104569 0.061808 0.081195 0.042190 0.066418 0.053672 Expected Total MS Cnt: 3.44706 Backgound Scale: 1.076. ITERATION NUMBER 897. Current Log-Posterior: 396917 Step Size: 163781.4274 Smoothing Hyper-parameters: 0.080630 0.072131 0.015726 0.072488 0.090770 0.020648 0.137375 Expected Total MS Cnt: 3.36189 Backgound Scale: 1.05759. ITERATION NUMBER 898. Current Log-Posterior: 246420 Step Size: -150496.523 Smoothing Hyper-parameters: 0.071831 0.132274 0.053541 0.058532 0.063071 0.095943 0.061399 Expected Total MS Cnt: 3.53837 Backgound Scale: 1.0675. ITERATION NUMBER 899. Current Log-Posterior: 215159 Step Size: -31260.65115 Smoothing Hyper-parameters: 0.132032 0.072333 0.079202 0.028055 0.058767 0.086674 0.045139 Expected Total MS Cnt: 4.36525 Backgound Scale: 1.07732. ITERATION NUMBER 900. Current Log-Posterior: 155123 Step Size: -60036.1538 Smoothing Hyper-parameters: 0.097721 0.086776 0.074587 0.056262 0.045555 0.073850 0.114935 Expected Total MS Cnt: 13.6199 Backgound Scale: 1.0641. ITERATION NUMBER 901. Current Log-Posterior: 176428 Step Size: 21304.56633 Smoothing Hyper-parameters: 0.030459 0.051599 0.114297 0.062376 0.050846 0.031760 0.067462 Expected Total MS Cnt: 6.79614 Backgound Scale: 1.06351. ITERATION NUMBER 902. Current Log-Posterior: 475072 Step Size: 298644.6061 Smoothing Hyper-parameters: 0.030654 0.027502 0.051957 0.074338 0.094788 0.055783 0.128906 Expected Total MS Cnt: 5.17798 Backgound Scale: 1.07827. ITERATION NUMBER 903. Current Log-Posterior: 523835 Step Size: 48762.30036 Smoothing Hyper-parameters: 0.026684 0.100578 0.069037 0.120235 0.019682 0.123663 0.034056 Expected Total MS Cnt: 6.2761 Backgound Scale: 1.05695. ITERATION NUMBER 904. Current Log-Posterior: 503137 Step Size: -20697.6069 Smoothing Hyper-parameters: 0.074040 0.128066 0.080952 0.131542 0.056164 0.030605 0.055258 Expected Total MS Cnt: 6.71885 Backgound Scale: 1.06274. ITERATION NUMBER 905. Current Log-Posterior: 201531 Step Size: -301605.9692 Smoothing Hyper-parameters: 0.018625 0.092398 0.064459 0.103185 0.108113 0.125740 0.032592 Expected Total MS Cnt: 5.49743 Backgound Scale: 1.05726. ITERATION NUMBER 906. Current Log-Posterior: 710638 Step Size: 509107.0875 Smoothing Hyper-parameters: 0.019094 0.093777 0.073272 0.061797 0.051457 0.054575 0.051944 Expected Total MS Cnt: 7.28848 Backgound Scale: 1.08114. ITERATION NUMBER 907. Current Log-Posterior: 698744 Step Size: -11894.39977 Smoothing Hyper-parameters: 0.086445 0.064461 0.036816 0.057455 0.152771 0.037854 0.058361 Expected Total MS Cnt: 4.07284 Backgound Scale: 1.0729. ITERATION NUMBER 908. Current Log-Posterior: 217874 Step Size: -480869.7421 Smoothing Hyper-parameters: 0.091132 0.064537 0.094053 0.139231 0.035350 0.095196 0.126301 Expected Total MS Cnt: 4.40715 Backgound Scale: 1.07556. ITERATION NUMBER 909. Current Log-Posterior: 196693 Step Size: -21180.89923 Smoothing Hyper-parameters: 0.111386 0.105912 0.043227 0.110048 0.053434 0.097690 0.016954 Expected Total MS Cnt: 2.54477 Backgound Scale: 1.05185. ITERATION NUMBER 910. Current Log-Posterior: 161623 Step Size: -35069.89471 Smoothing Hyper-parameters: 0.047213 0.062950 0.170877 0.051900 0.037332 0.091898 0.141864 Expected Total MS Cnt: 4.30941 Backgound Scale: 1.07715. ITERATION NUMBER 911. Current Log-Posterior: 315908 Step Size: 154284.8752 Smoothing Hyper-parameters: 0.046324 0.104880 0.019872 0.076481 0.046556 0.094264 0.081329 Expected Total MS Cnt: 3.25336 Backgound Scale: 1.05814. ITERATION NUMBER 912. Current Log-Posterior: 336121 Step Size: 20212.43256 Smoothing Hyper-parameters: 0.072855 0.065282 0.039477 0.067074 0.027345 0.052257 0.055526 Expected Total MS Cnt: 7.59201 Backgound Scale: 1.0629. ITERATION NUMBER 913. Current Log-Posterior: 238908 Step Size: -97212.45005 Smoothing Hyper-parameters: 0.139598 0.114415 0.081517 0.076751 0.038959 0.072988 0.061378 Expected Total MS Cnt: 6.55126 Backgound Scale: 1.0681. ITERATION NUMBER 914. Current Log-Posterior: 132669 Step Size: -106238.8652 Smoothing Hyper-parameters: 0.084354 0.097836 0.041446 0.104587 0.031805 0.142648 0.063779 Expected Total MS Cnt: 7.17993 Backgound Scale: 1.07265. ITERATION NUMBER 915. Current Log-Posterior: 198691 Step Size: 66021.91217 Smoothing Hyper-parameters: 0.090917 0.115097 0.087749 0.087938 0.065385 0.080203 0.097084 Expected Total MS Cnt: 4.53194 Backgound Scale: 1.06414. ITERATION NUMBER 916. Current Log-Posterior: 173677 Step Size: -25014.45347 Smoothing Hyper-parameters: 0.109254 0.083038 0.118177 0.096322 0.070041 0.059439 0.069309 Expected Total MS Cnt: 3.34299 Backgound Scale: 1.07111. ITERATION NUMBER 917. Current Log-Posterior: 160304 Step Size: -13372.47565 Smoothing Hyper-parameters: 0.112620 0.062754 0.054709 0.040813 0.096214 0.106607 0.063254 Expected Total MS Cnt: 5.82938 Backgound Scale: 1.08405. ITERATION NUMBER 918. Current Log-Posterior: 178042 Step Size: 17737.90703 Smoothing Hyper-parameters: 0.079194 0.057799 0.070261 0.076969 0.078779 0.063211 0.123664 Expected Total MS Cnt: 14.9562 Backgound Scale: 1.06704. ITERATION NUMBER 919. Current Log-Posterior: 225009 Step Size: 46966.75144 Smoothing Hyper-parameters: 0.044277 0.084852 0.083556 0.096132 0.063564 0.097429 0.052197 Expected Total MS Cnt: 13.2549 Backgound Scale: 1.06902. ITERATION NUMBER 920. Current Log-Posterior: 325928 Step Size: 100918.6352 Smoothing Hyper-parameters: 0.036701 0.123907 0.072873 0.130071 0.096896 0.118717 0.064445 Expected Total MS Cnt: 19.9207 Backgound Scale: 1.07961. ITERATION NUMBER 921. Current Log-Posterior: 370956 Step Size: 45028.10899 Smoothing Hyper-parameters: 0.104668 0.099002 0.042937 0.063659 0.122505 0.065036 0.122993 Expected Total MS Cnt: 20.9654 Backgound Scale: 1.07087. ITERATION NUMBER 922. Current Log-Posterior: 171213 Step Size: -199742.4432 Smoothing Hyper-parameters: 0.072674 0.078659 0.114003 0.088444 0.049533 0.070400 0.130364 Expected Total MS Cnt: 20.7362 Backgound Scale: 1.0459. ITERATION NUMBER 923. Current Log-Posterior: 220976 Step Size: 49763.16102 Smoothing Hyper-parameters: 0.073284 0.103114 0.052878 0.102525 0.100517 0.084702 0.093702 Expected Total MS Cnt: 15.1621 Backgound Scale: 1.07129. ITERATION NUMBER 924. Current Log-Posterior: 214880 Step Size: -6096.307829 Smoothing Hyper-parameters: 0.115758 0.060289 0.094201 0.097098 0.152013 0.033798 0.150280 Expected Total MS Cnt: 11.4393 Backgound Scale: 1.07663. ITERATION NUMBER 925. Current Log-Posterior: 167883 Step Size: -46997.08219 Smoothing Hyper-parameters: 0.095310 0.099086 0.045536 0.054767 0.096497 0.151255 0.075360 Expected Total MS Cnt: 8.40945 Backgound Scale: 1.06044. ITERATION NUMBER 926. Current Log-Posterior: 182266 Step Size: 14382.6502 Smoothing Hyper-parameters: 0.116405 0.111848 0.105128 0.094635 0.038577 0.064031 0.145489 Expected Total MS Cnt: 5.72767 Backgound Scale: 1.06313. ITERATION NUMBER 927. Current Log-Posterior: 146180 Step Size: -36085.3985 Smoothing Hyper-parameters: 0.068298 0.105455 0.122430 0.054471 0.097148 0.180670 0.042553 Expected Total MS Cnt: 4.42087 Backgound Scale: 1.06433. ITERATION NUMBER 928. Current Log-Posterior: 219021 Step Size: 72840.18785 Smoothing Hyper-parameters: 0.083317 0.079481 0.115381 0.024993 0.053487 0.060443 0.071784 Expected Total MS Cnt: 3.098 Backgound Scale: 1.05859. ITERATION NUMBER 929. Current Log-Posterior: 203480 Step Size: -15540.52355 Smoothing Hyper-parameters: 0.034616 0.027828 0.113960 0.074833 0.103417 0.064396 0.053033 Expected Total MS Cnt: 9.00728 Backgound Scale: 1.07473. ITERATION NUMBER 930. Current Log-Posterior: 475725 Step Size: 272245.4869 Smoothing Hyper-parameters: 0.029050 0.060706 0.060637 0.083776 0.159921 0.047944 0.050651 Expected Total MS Cnt: 5.89094 Backgound Scale: 1.06084. ITERATION NUMBER 931. Current Log-Posterior: 485900 Step Size: 10174.84365 Smoothing Hyper-parameters: 0.075335 0.103329 0.075455 0.125402 0.132546 0.142546 0.038838 Expected Total MS Cnt: 2.89098 Backgound Scale: 1.07662. ITERATION NUMBER 932. Current Log-Posterior: 205306 Step Size: -280594.4656 Smoothing Hyper-parameters: 0.082517 0.077908 0.050407 0.071249 0.121812 0.139917 0.004600 Expected Total MS Cnt: 7.06078 Backgound Scale: 1.05176. ITERATION NUMBER 933. Current Log-Posterior: 206837 Step Size: 1530.952398 Smoothing Hyper-parameters: 0.077339 0.090639 0.121720 0.024705 0.108903 0.073579 0.057831 Expected Total MS Cnt: 3.69358 Backgound Scale: 1.05451. ITERATION NUMBER 934. Current Log-Posterior: 205434 Step Size: -1403.02458 Smoothing Hyper-parameters: 0.085919 0.125166 0.039471 0.095626 0.110314 0.038908 0.021685 Expected Total MS Cnt: 3.33872 Backgound Scale: 1.06841. ITERATION NUMBER 935. Current Log-Posterior: 191385 Step Size: -14048.67285 Smoothing Hyper-parameters: 0.043361 0.047314 0.053392 0.075755 0.042885 0.047926 0.127331 Expected Total MS Cnt: 3.01437 Backgound Scale: 1.08883. ITERATION NUMBER 936. Current Log-Posterior: 366450 Step Size: 175064.8753 Smoothing Hyper-parameters: 0.131982 0.006288 0.074118 0.063144 0.075602 0.110272 0.087465 Expected Total MS Cnt: 4.13071 Backgound Scale: 1.07603. ITERATION NUMBER 937. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.019211 0.152735 0.061305 0.104072 0.061625 0.085898 0.015097 Expected Total MS Cnt: 2.04066 Backgound Scale: 1.07561. ITERATION NUMBER 938. Current Log-Posterior: 670972 Step Size: -inf Smoothing Hyper-parameters: 0.108412 0.079158 0.039668 0.007176 0.069862 0.089430 0.055506 Expected Total MS Cnt: 6.69486 Backgound Scale: 1.07722. ITERATION NUMBER 939. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.087861 0.101355 0.043437 0.082465 0.160747 0.052374 0.101157 Expected Total MS Cnt: 5.91487 Backgound Scale: 1.05032. ITERATION NUMBER 940. Current Log-Posterior: 189597 Step Size: -inf Smoothing Hyper-parameters: 0.098164 0.096519 0.029292 0.031033 0.057515 0.171377 0.106435 Expected Total MS Cnt: 9.69745 Backgound Scale: 1.06614. ITERATION NUMBER 941. Current Log-Posterior: 191802 Step Size: 2204.855551 Smoothing Hyper-parameters: 0.119504 0.062885 0.019928 0.104421 0.064520 0.121840 0.024911 Expected Total MS Cnt: 7.18111 Backgound Scale: 1.06726. ITERATION NUMBER 942. Current Log-Posterior: 192864 Step Size: 1061.9186 Smoothing Hyper-parameters: 0.061867 0.040523 0.180225 0.095858 0.052145 0.040057 0.092313 Expected Total MS Cnt: 6.11531 Backgound Scale: 1.07451. ITERATION NUMBER 943. Current Log-Posterior: 283354 Step Size: 90490.44705 Smoothing Hyper-parameters: 0.048875 0.151438 0.103469 0.097846 0.073648 0.081947 0.099600 Expected Total MS Cnt: 8.53908 Backgound Scale: 1.07374. ITERATION NUMBER 944. Current Log-Posterior: 281876 Step Size: -1478.012065 Smoothing Hyper-parameters: 0.108831 0.065843 0.097316 0.043017 0.026716 0.037836 0.108462 Expected Total MS Cnt: 5.84834 Backgound Scale: 1.06595. ITERATION NUMBER 945. Current Log-Posterior: 173572 Step Size: -108303.7033 Smoothing Hyper-parameters: 0.134218 0.111769 0.079383 0.105643 0.077418 0.041744 0.069352 Expected Total MS Cnt: 9.62528 Backgound Scale: 1.05048. ITERATION NUMBER 946. Current Log-Posterior: 133968 Step Size: -39604.71651 Smoothing Hyper-parameters: 0.067897 0.106212 0.078861 0.138564 0.029881 0.085279 0.129422 Expected Total MS Cnt: 12.0429 Backgound Scale: 1.0588. ITERATION NUMBER 947. Current Log-Posterior: 224531 Step Size: 90563.62916 Smoothing Hyper-parameters: 0.145145 0.083906 0.096592 0.102015 0.029537 0.042523 0.040857 Expected Total MS Cnt: 9.96371 Backgound Scale: 1.05847. ITERATION NUMBER 948. Current Log-Posterior: 135130 Step Size: -89401.36966 Smoothing Hyper-parameters: 0.035541 0.168729 0.084129 0.137734 0.082758 0.149490 0.048250 Expected Total MS Cnt: 10.25 Backgound Scale: 1.06363. ITERATION NUMBER 949. Current Log-Posterior: 372770 Step Size: 237640.5902 Smoothing Hyper-parameters: 0.049140 0.143879 0.077760 0.096568 0.077552 0.053585 0.047497 Expected Total MS Cnt: 11.7288 Backgound Scale: 1.06858. ITERATION NUMBER 950. Current Log-Posterior: 280997 Step Size: -91773.19963 Smoothing Hyper-parameters: 0.147157 0.090072 0.120805 0.122124 0.125994 0.085479 0.038892 Expected Total MS Cnt: 8.57814 Backgound Scale: 1.08437. ITERATION NUMBER 951. Current Log-Posterior: 128699 Step Size: -152298.0947 Smoothing Hyper-parameters: 0.061871 0.130563 0.085199 0.078169 0.037356 0.075212 0.054584 Expected Total MS Cnt: 5.45599 Backgound Scale: 1.05336. ITERATION NUMBER 952. Current Log-Posterior: 239009 Step Size: 110310.0992 Smoothing Hyper-parameters: 0.033081 0.047608 0.154333 0.137306 0.060352 0.114248 0.075746 Expected Total MS Cnt: 3.56536 Backgound Scale: 1.07328. ITERATION NUMBER 953. Current Log-Posterior: 437784 Step Size: 198775.1537 Smoothing Hyper-parameters: 0.058167 0.059504 0.041655 0.069900 0.097935 0.047887 0.082551 Expected Total MS Cnt: 5.70913 Backgound Scale: 1.07108. ITERATION NUMBER 954. Current Log-Posterior: 286393 Step Size: -151391.8535 Smoothing Hyper-parameters: 0.018646 0.098550 0.105797 0.062927 0.024881 0.074398 0.121949 Expected Total MS Cnt: 2.20313 Backgound Scale: 1.06417. ITERATION NUMBER 955. Current Log-Posterior: 696009 Step Size: 409616.6572 Smoothing Hyper-parameters: 0.109462 0.087179 0.096578 0.020542 0.050639 0.055582 0.071352 Expected Total MS Cnt: 4.57184 Backgound Scale: 1.04978. ITERATION NUMBER 956. Current Log-Posterior: 167328 Step Size: -528681.0989 Smoothing Hyper-parameters: 0.053256 0.097360 0.040909 0.095890 0.096974 0.150014 0.158923 Expected Total MS Cnt: 10.9838 Backgound Scale: 1.06204. ITERATION NUMBER 957. Current Log-Posterior: 279679 Step Size: 112350.7177 Smoothing Hyper-parameters: 0.019254 0.045248 0.072264 0.124191 0.129062 0.063514 0.051107 Expected Total MS Cnt: 15.0747 Backgound Scale: 1.07743. ITERATION NUMBER 958. Current Log-Posterior: 715304 Step Size: 435625.5205 Smoothing Hyper-parameters: 0.092548 0.036312 0.075997 0.078533 0.037336 0.111202 0.111211 Expected Total MS Cnt: 12.2225 Backgound Scale: 1.0693. ITERATION NUMBER 959. Current Log-Posterior: 234363 Step Size: -480941.1134 Smoothing Hyper-parameters: 0.090240 0.130029 0.138267 0.126807 0.076563 0.104245 0.027970 Expected Total MS Cnt: 16.9171 Backgound Scale: 1.05071. ITERATION NUMBER 960. Current Log-Posterior: 167303 Step Size: -67059.82463 Smoothing Hyper-parameters: 0.092878 0.069573 0.037411 0.087955 0.127597 0.137277 0.117546 Expected Total MS Cnt: 12.3354 Backgound Scale: 1.05476. ITERATION NUMBER 961. Current Log-Posterior: 199185 Step Size: 31881.41816 Smoothing Hyper-parameters: 0.081988 0.010578 0.097687 0.073622 0.073842 0.019929 0.131466 Expected Total MS Cnt: 12.0713 Backgound Scale: 1.08592. ITERATION NUMBER 962. Current Log-Posterior: 447347 Step Size: 248162.0216 Smoothing Hyper-parameters: 0.087641 0.157285 0.088399 0.114378 0.132447 0.064503 0.114874 Expected Total MS Cnt: 4.9095 Backgound Scale: 1.06404. ITERATION NUMBER 963. Current Log-Posterior: 173201 Step Size: -274145.7379 Smoothing Hyper-parameters: 0.057473 0.033999 0.017027 0.105357 0.056636 0.057908 0.138051 Expected Total MS Cnt: 7.08766 Backgound Scale: 1.05783. ITERATION NUMBER 964. Current Log-Posterior: 350757 Step Size: 177555.5871 Smoothing Hyper-parameters: 0.120737 0.083690 0.058069 0.074787 0.058193 0.116232 0.030638 Expected Total MS Cnt: 8.16531 Backgound Scale: 1.07088. ITERATION NUMBER 965. Current Log-Posterior: 158044 Step Size: -192712.7412 Smoothing Hyper-parameters: 0.080443 0.085771 0.099012 0.151466 0.122149 0.063597 0.124503 Expected Total MS Cnt: 7.31453 Backgound Scale: 1.06027. ITERATION NUMBER 966. Current Log-Posterior: 193339 Step Size: 35294.79092 Smoothing Hyper-parameters: 0.048674 0.078820 0.041261 0.054851 0.099496 0.065474 0.052961 Expected Total MS Cnt: 2.19722 Backgound Scale: 1.08442. ITERATION NUMBER 967. Current Log-Posterior: 309936 Step Size: 116597.2435 Smoothing Hyper-parameters: 0.043914 0.036092 0.046451 0.048111 0.041045 0.113403 0.114772 Expected Total MS Cnt: 2.00124 Backgound Scale: 1.04969. ITERATION NUMBER 968. Current Log-Posterior: 385974 Step Size: 76037.76121 Smoothing Hyper-parameters: 0.082517 0.117054 0.084932 0.063156 0.050838 0.071984 0.121308 Expected Total MS Cnt: 2.36913 Backgound Scale: 1.06829. ITERATION NUMBER 969. Current Log-Posterior: 189689 Step Size: -196284.4204 Smoothing Hyper-parameters: 0.073766 0.118293 0.049609 0.093206 0.043761 0.116039 0.148373 Expected Total MS Cnt: 5.55679 Backgound Scale: 1.06521. ITERATION NUMBER 970. Current Log-Posterior: 208877 Step Size: 19187.48001 Smoothing Hyper-parameters: 0.062594 0.048567 0.080231 0.050460 0.055305 0.069701 0.061048 Expected Total MS Cnt: 4.28323 Backgound Scale: 1.05888. ITERATION NUMBER 971. Current Log-Posterior: 274600 Step Size: 65723.54417 Smoothing Hyper-parameters: 0.022206 0.042964 0.108451 0.132091 0.064733 0.056565 0.108853 Expected Total MS Cnt: 2.85298 Backgound Scale: 1.05499. ITERATION NUMBER 972. Current Log-Posterior: 624246 Step Size: 349645.4613 Smoothing Hyper-parameters: 0.100592 0.034922 0.084530 0.057704 0.111070 0.063875 0.038071 Expected Total MS Cnt: 1.96973 Backgound Scale: 1.05676. ITERATION NUMBER 973. Current Log-Posterior: 222624 Step Size: -401621.8514 Smoothing Hyper-parameters: 0.068746 0.091540 0.021106 0.085367 0.072999 0.057982 0.020297 Expected Total MS Cnt: 0.4966 Backgound Scale: 1.05145. ITERATION NUMBER 974. Current Log-Posterior: 248823 Step Size: 26199.05065 Smoothing Hyper-parameters: 0.073874 0.122751 0.048529 0.048062 0.045894 0.066687 0.033867 Expected Total MS Cnt: 0.451967 Backgound Scale: 1.06605. ITERATION NUMBER 975. Current Log-Posterior: 213543 Step Size: -35280.29201 Smoothing Hyper-parameters: 0.067202 0.112207 0.086431 0.067911 0.137270 0.062407 0.043272 Expected Total MS Cnt: 1.00945 Backgound Scale: 1.06822. ITERATION NUMBER 976. Current Log-Posterior: 222738 Step Size: 9195.429045 Smoothing Hyper-parameters: 0.056935 0.051891 0.067726 0.048900 0.066438 0.064505 0.110684 Expected Total MS Cnt: 0.490647 Backgound Scale: 1.07352. ITERATION NUMBER 977. Current Log-Posterior: 289577 Step Size: 66838.33894 Smoothing Hyper-parameters: 0.082589 0.072847 0.088389 0.096380 0.089003 0.062336 0.084446 Expected Total MS Cnt: 1.07803 Backgound Scale: 1.09506. ITERATION NUMBER 978. Current Log-Posterior: 204346 Step Size: -85230.99382 Smoothing Hyper-parameters: 0.113494 0.098569 0.015151 0.044932 0.045774 0.051697 0.048711 Expected Total MS Cnt: 0.224281 Backgound Scale: 1.06622. ITERATION NUMBER 979. Current Log-Posterior: 196023 Step Size: -8322.880148 Smoothing Hyper-parameters: 0.037877 0.107199 0.090691 0.103019 0.091396 0.069493 0.107874 Expected Total MS Cnt: 0.469394 Backgound Scale: 1.07903. ITERATION NUMBER 980. Current Log-Posterior: 361224 Step Size: 165201.7109 Smoothing Hyper-parameters: 0.081350 0.061688 0.049403 0.067401 0.073866 0.104207 0.111244 Expected Total MS Cnt: 0.539564 Backgound Scale: 1.07884. ITERATION NUMBER 981. Current Log-Posterior: 218133 Step Size: -143091.3522 Smoothing Hyper-parameters: 0.001501 0.034937 0.038660 0.029243 0.008853 0.050737 0.153160 Expected Total MS Cnt: 2.2015 Backgound Scale: 1.05884. ITERATION NUMBER 982. Current Log-Posterior: inf Step Size: inf Smoothing Hyper-parameters: 0.063759 0.034398 0.077115 0.051195 0.086576 0.174335 0.023295 Expected Total MS Cnt: 1.89903 Backgound Scale: 1.05709. ITERATION NUMBER 983. Current Log-Posterior: 298674 Step Size: -inf Smoothing Hyper-parameters: 0.026292 0.076968 0.046652 0.077092 0.099163 0.067121 0.140890 Expected Total MS Cnt: 3.21296 Backgound Scale: 1.05762. ITERATION NUMBER 984. Current Log-Posterior: 528216 Step Size: 229541.4729 Smoothing Hyper-parameters: 0.125002 0.086776 0.067674 0.058669 0.043635 0.082982 0.079560 Expected Total MS Cnt: 6.55176 Backgound Scale: 1.0678. ITERATION NUMBER 985. Current Log-Posterior: 150021 Step Size: -378194.8197 Smoothing Hyper-parameters: 0.034210 0.033753 0.042576 0.058089 0.030832 0.098730 0.090776 Expected Total MS Cnt: 7.78762 Backgound Scale: 1.08015. ITERATION NUMBER 986. Current Log-Posterior: 469343 Step Size: 319321.5923 Smoothing Hyper-parameters: 0.130445 0.072113 0.044829 0.108044 0.099188 0.103959 0.082086 Expected Total MS Cnt: 7.6175 Backgound Scale: 1.08253. ITERATION NUMBER 987. Current Log-Posterior: 157342 Step Size: -312000.4549 Smoothing Hyper-parameters: 0.121714 0.050640 0.056984 0.148155 0.038832 0.065561 0.069375 Expected Total MS Cnt: 2.44657 Backgound Scale: 1.06079. ITERATION NUMBER 988. Current Log-Posterior: 177962 Step Size: 20619.39228 Smoothing Hyper-parameters: 0.113425 0.084348 0.101253 0.096440 0.051101 0.023680 0.071437 Expected Total MS Cnt: 1.52028 Backgound Scale: 1.07778. ITERATION NUMBER 989. Current Log-Posterior: 157439 Step Size: -20522.64152 Smoothing Hyper-parameters: 0.040668 0.088800 0.115685 0.114236 0.092130 0.032939 0.088997 Expected Total MS Cnt: 0.74066 Backgound Scale: 1.04457. ITERATION NUMBER 990. Current Log-Posterior: 344816 Step Size: 187376.5522 Smoothing Hyper-parameters: 0.089540 0.018836 0.111294 0.102937 0.092130 0.090437 0.082074 Expected Total MS Cnt: 0.752981 Backgound Scale: 1.06347. ITERATION NUMBER 991. Current Log-Posterior: 306513 Step Size: -38302.17366 Smoothing Hyper-parameters: 0.140952 0.088971 0.072833 0.038883 0.057621 0.059731 0.083533 Expected Total MS Cnt: 0.0234784 Backgound Scale: 1.06852. ITERATION NUMBER 992. Current Log-Posterior: 142005 Step Size: -164508.6635 Smoothing Hyper-parameters: 0.157548 0.043639 0.135380 0.011219 0.035708 0.043797 0.063798 Expected Total MS Cnt: 0.130715 Backgound Scale: 1.07165. ITERATION NUMBER 993. Current Log-Posterior: 176585 Step Size: 34580.00178 Smoothing Hyper-parameters: 0.072453 0.083730 0.150145 0.051802 0.049233 0.083491 0.175499 Expected Total MS Cnt: 0.511354 Backgound Scale: 1.07622. ITERATION NUMBER 994. Current Log-Posterior: 216504 Step Size: 39919.01339 Smoothing Hyper-parameters: 0.115791 0.219314 0.012813 0.071558 0.054157 0.098840 0.081706 Expected Total MS Cnt: 2.66639 Backgound Scale: 1.06423. ITERATION NUMBER 995. Current Log-Posterior: 187750 Step Size: -28753.61824 Smoothing Hyper-parameters: 0.111284 0.083092 0.039348 0.058138 0.105852 0.094874 0.070110 Expected Total MS Cnt: 3.04392 Backgound Scale: 1.07611. ITERATION NUMBER 996. Current Log-Posterior: 171621 Step Size: -16129.29452 Smoothing Hyper-parameters: 0.048928 0.077491 0.049254 0.053367 0.160503 0.080369 0.074295 Expected Total MS Cnt: 4.75889 Backgound Scale: 1.07143. ITERATION NUMBER 997. Current Log-Posterior: 311861 Step Size: 140240.5462 Smoothing Hyper-parameters: 0.057188 0.081992 0.134180 0.068076 0.033672 0.085446 0.066359 Expected Total MS Cnt: 3.76167 Backgound Scale: 1.05338. ITERATION NUMBER 998. Current Log-Posterior: 259607 Step Size: -52253.84836 Smoothing Hyper-parameters: 0.103034 0.049929 0.079884 0.051160 0.088518 0.050067 0.062255 Expected Total MS Cnt: 3.45456 Backgound Scale: 1.0788. ITERATION NUMBER 999. Current Log-Posterior: 196323 Step Size: -63284.63793 Smoothing Hyper-parameters: 0.034280 0.070198 0.119617 0.123334 0.089770 0.055798 0.044811 Expected Total MS Cnt: 1.74513 Backgound Scale: 1.08122. ITERATION NUMBER 1000. Current Log-Posterior: 408393 Step Size: 212070.3094 Smoothing Hyper-parameters: 0.061769 0.028431 0.099858 0.124313 0.072829 0.066538 0.092495 Expected Total MS Cnt: 1.5799 Backgound Scale: 1.06264. > movie(mcmc.sample)